From 7316be3dd0e6c0647cc21385eb20940f169e8fae Mon Sep 17 00:00:00 2001 From: masayume <1936714878@qq.com> Date: Sat, 20 Nov 2021 14:24:33 +0800 Subject: [PATCH] =?UTF-8?q?=E5=90=88=E5=B9=B6ocr=E6=9B=B4=E6=94=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 3rdparty/hgOCR/include/api/StopWatch.h | 34 + 3rdparty/hgOCR/include/api/apitypes.h | 33 + 3rdparty/hgOCR/include/api/baseapi.cpp | 2892 +++ 3rdparty/hgOCR/include/api/baseapi.h | 922 + 3rdparty/hgOCR/include/api/capi.cpp | 826 + 3rdparty/hgOCR/include/api/capi.h | 409 + 3rdparty/hgOCR/include/api/config_auto.h | 9 + 3rdparty/hgOCR/include/api/pdfrenderer.cpp | 1265 + 3rdparty/hgOCR/include/api/renderer.cpp | 283 + 3rdparty/hgOCR/include/api/renderer.h | 271 + 3rdparty/hgOCR/include/api/tesseractmain.cpp | 546 + 3rdparty/hgOCR/include/ccmain/adaptions.cpp | 126 + 3rdparty/hgOCR/include/ccmain/applybox.cpp | 814 + 3rdparty/hgOCR/include/ccmain/control.cpp | 2077 ++ 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3rdparty/hgOCR/leptonica/boxfunc5.c | 2192 ++ 3rdparty/hgOCR/leptonica/bytearray.c | 637 + 3rdparty/hgOCR/leptonica/ccbord.c | 2617 +++ 3rdparty/hgOCR/leptonica/ccbord.h | 121 + 3rdparty/hgOCR/leptonica/ccthin.c | 472 + 3rdparty/hgOCR/leptonica/classapp.c | 1048 + 3rdparty/hgOCR/leptonica/colorcontent.c | 1891 ++ 3rdparty/hgOCR/leptonica/coloring.c | 1046 + 3rdparty/hgOCR/leptonica/colormap.c | 2303 ++ 3rdparty/hgOCR/leptonica/colormorph.c | 125 + 3rdparty/hgOCR/leptonica/colorquant1.c | 4155 ++++ 3rdparty/hgOCR/leptonica/colorquant2.c | 1674 ++ 3rdparty/hgOCR/leptonica/colorseg.c | 654 + 3rdparty/hgOCR/leptonica/colorspace.c | 2414 ++ 3rdparty/hgOCR/leptonica/compare.c | 3604 +++ 3rdparty/hgOCR/leptonica/config_auto.h | 9 + 3rdparty/hgOCR/leptonica/conncomp.c | 1242 + 3rdparty/hgOCR/leptonica/convertfiles.c | 146 + 3rdparty/hgOCR/leptonica/convolve.c | 2576 +++ 3rdparty/hgOCR/leptonica/correlscore.c | 879 + 3rdparty/hgOCR/leptonica/dewarp.h | 191 + 3rdparty/hgOCR/leptonica/dewarp1.c | 1697 ++ 3rdparty/hgOCR/leptonica/dewarp2.c | 1912 ++ 3rdparty/hgOCR/leptonica/dewarp3.c | 1012 + 3rdparty/hgOCR/leptonica/dewarp4.c | 1172 + 3rdparty/hgOCR/leptonica/dnabasic.c | 1682 ++ 3rdparty/hgOCR/leptonica/dnafunc1.c | 404 + 3rdparty/hgOCR/leptonica/dnahash.c | 589 + 3rdparty/hgOCR/leptonica/dwacomb.2.c | 295 + 3rdparty/hgOCR/leptonica/dwacomblow.2.c | 4966 ++++ 3rdparty/hgOCR/leptonica/edge.c | 644 + 3rdparty/hgOCR/leptonica/encoding.c | 649 + 3rdparty/hgOCR/leptonica/endianness.h | 11 + 3rdparty/hgOCR/leptonica/enhance.c | 2353 ++ 3rdparty/hgOCR/leptonica/environ.h | 554 + 3rdparty/hgOCR/leptonica/fhmtauto.c | 817 + 3rdparty/hgOCR/leptonica/fhmtgen.1.c | 177 + 3rdparty/hgOCR/leptonica/fhmtgenlow.1.c | 445 + 3rdparty/hgOCR/leptonica/finditalic.c | 239 + 3rdparty/hgOCR/leptonica/flipdetect.c | 1130 + 3rdparty/hgOCR/leptonica/fliphmtgen.c | 352 + 3rdparty/hgOCR/leptonica/fmorphauto.c | 874 + 3rdparty/hgOCR/leptonica/fmorphgen.1.c | 277 + 3rdparty/hgOCR/leptonica/fmorphgenlow.1.c | 5862 +++++ 3rdparty/hgOCR/leptonica/fpix1.c | 2339 ++ 3rdparty/hgOCR/leptonica/fpix2.c | 2467 ++ 3rdparty/hgOCR/leptonica/gifio.c | 675 + 3rdparty/hgOCR/leptonica/gifiostub.c | 72 + 3rdparty/hgOCR/leptonica/gplot.c | 957 + 3rdparty/hgOCR/leptonica/gplot.h | 95 + 3rdparty/hgOCR/leptonica/graphics.c | 2900 +++ 3rdparty/hgOCR/leptonica/graymorph.c | 1372 ++ 3rdparty/hgOCR/leptonica/grayquant.c | 2908 +++ 3rdparty/hgOCR/leptonica/heap.c | 545 + 3rdparty/hgOCR/leptonica/heap.h | 87 + 3rdparty/hgOCR/leptonica/imageio.h | 238 + 3rdparty/hgOCR/leptonica/include/crc32.h | 441 + 3rdparty/hgOCR/leptonica/include/deflate.h | 349 + 3rdparty/hgOCR/leptonica/include/gzguts.h | 218 + 3rdparty/hgOCR/leptonica/include/inffast.h | 11 + 3rdparty/hgOCR/leptonica/include/inffixed.h | 94 + 3rdparty/hgOCR/leptonica/include/inflate.h | 125 + 3rdparty/hgOCR/leptonica/include/inftrees.h | 62 + 3rdparty/hgOCR/leptonica/include/trees.h | 128 + 3rdparty/hgOCR/leptonica/include/zconf.h | 534 + 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3rdparty/hgOCR/leptonica/morphseq.c | 1244 + 3rdparty/hgOCR/leptonica/numabasic.c | 2023 ++ 3rdparty/hgOCR/leptonica/numafunc1.c | 3488 +++ 3rdparty/hgOCR/leptonica/numafunc2.c | 3139 +++ 3rdparty/hgOCR/leptonica/pageseg.c | 2360 ++ 3rdparty/hgOCR/leptonica/paintcmap.c | 761 + 3rdparty/hgOCR/leptonica/parseprotos.c | 975 + 3rdparty/hgOCR/leptonica/partify.c | 312 + 3rdparty/hgOCR/leptonica/partition.c | 659 + 3rdparty/hgOCR/leptonica/pdfio1.c | 2252 ++ 3rdparty/hgOCR/leptonica/pdfio1stub.c | 305 + 3rdparty/hgOCR/leptonica/pdfio2.c | 2560 +++ 3rdparty/hgOCR/leptonica/pdfio2stub.c | 168 + 3rdparty/hgOCR/leptonica/pix.h | 1341 ++ 3rdparty/hgOCR/leptonica/pix1.c | 1877 ++ 3rdparty/hgOCR/leptonica/pix2.c | 3390 +++ 3rdparty/hgOCR/leptonica/pix3.c | 3507 +++ 3rdparty/hgOCR/leptonica/pix4.c | 3437 +++ 3rdparty/hgOCR/leptonica/pix5.c | 3153 +++ 3rdparty/hgOCR/leptonica/pixabasic.c | 3243 +++ 3rdparty/hgOCR/leptonica/pixacc.c | 354 + 3rdparty/hgOCR/leptonica/pixafunc1.c | 2972 +++ 3rdparty/hgOCR/leptonica/pixafunc2.c | 2768 +++ 3rdparty/hgOCR/leptonica/pixalloc.c | 532 + 3rdparty/hgOCR/leptonica/pixarith.c | 1531 ++ 3rdparty/hgOCR/leptonica/pixcomp.c | 2452 ++ 3rdparty/hgOCR/leptonica/pixconv.c | 4260 ++++ 3rdparty/hgOCR/leptonica/pixlabel.c | 633 + 3rdparty/hgOCR/leptonica/pixtiling.c | 421 + 3rdparty/hgOCR/leptonica/pngio.c | 2119 ++ 3rdparty/hgOCR/leptonica/pngiostub.c | 143 + 3rdparty/hgOCR/leptonica/pnmio.c | 1474 ++ 3rdparty/hgOCR/leptonica/pnmiostub.c | 116 + 3rdparty/hgOCR/leptonica/projective.c | 923 + 3rdparty/hgOCR/leptonica/psio1.c | 1073 + 3rdparty/hgOCR/leptonica/psio1stub.c | 133 + 3rdparty/hgOCR/leptonica/psio2.c | 2041 ++ 3rdparty/hgOCR/leptonica/psio2stub.c | 156 + 3rdparty/hgOCR/leptonica/ptabasic.c | 1551 ++ 3rdparty/hgOCR/leptonica/ptafunc1.c | 2665 +++ 3rdparty/hgOCR/leptonica/ptafunc2.c | 756 + 3rdparty/hgOCR/leptonica/ptra.c | 1006 + 3rdparty/hgOCR/leptonica/ptra.h | 95 + 3rdparty/hgOCR/leptonica/quadtree.c | 697 + 3rdparty/hgOCR/leptonica/queue.c | 323 + 3rdparty/hgOCR/leptonica/queue.h | 77 + 3rdparty/hgOCR/leptonica/rank.c | 540 + 3rdparty/hgOCR/leptonica/rbtree.c | 899 + 3rdparty/hgOCR/leptonica/rbtree.h | 91 + 3rdparty/hgOCR/leptonica/readbarcode.c | 1494 ++ 3rdparty/hgOCR/leptonica/readbarcode.h | 239 + 3rdparty/hgOCR/leptonica/readfile.c | 1627 ++ 3rdparty/hgOCR/leptonica/recog.h | 264 + 3rdparty/hgOCR/leptonica/recogbasic.c | 1228 + 3rdparty/hgOCR/leptonica/recogdid.c | 1074 + 3rdparty/hgOCR/leptonica/recogident.c | 1882 ++ 3rdparty/hgOCR/leptonica/recogtrain.c | 2478 ++ 3rdparty/hgOCR/leptonica/regutils.c | 882 + 3rdparty/hgOCR/leptonica/regutils.h | 141 + 3rdparty/hgOCR/leptonica/rop.c | 516 + 3rdparty/hgOCR/leptonica/roplow.c | 2479 ++ 3rdparty/hgOCR/leptonica/rotate.c | 596 + 3rdparty/hgOCR/leptonica/rotateam.c | 1128 + 3rdparty/hgOCR/leptonica/rotateorth.c | 712 + 3rdparty/hgOCR/leptonica/rotateshear.c | 494 + 3rdparty/hgOCR/leptonica/runlength.c | 811 + 3rdparty/hgOCR/leptonica/sarray1.c | 1965 ++ 3rdparty/hgOCR/leptonica/sarray2.c | 726 + 3rdparty/hgOCR/leptonica/scale1.c | 3730 +++ 3rdparty/hgOCR/leptonica/scale2.c | 2320 ++ 3rdparty/hgOCR/leptonica/seedfill.c | 3454 +++ 3rdparty/hgOCR/leptonica/sel1.c | 2376 ++ 3rdparty/hgOCR/leptonica/sel2.c | 845 + 3rdparty/hgOCR/leptonica/selgen.c | 984 + 3rdparty/hgOCR/leptonica/shear.c | 850 + 3rdparty/hgOCR/leptonica/skew.c | 1243 + 3rdparty/hgOCR/leptonica/spixio.c | 493 + 3rdparty/hgOCR/leptonica/stack.c | 289 + 3rdparty/hgOCR/leptonica/stack.h | 70 + 3rdparty/hgOCR/leptonica/stringcode.c | 804 + 3rdparty/hgOCR/leptonica/stringcode.h | 61 + 3rdparty/hgOCR/leptonica/strokes.c | 435 + 3rdparty/hgOCR/leptonica/sudoku.c | 881 + 3rdparty/hgOCR/leptonica/sudoku.h | 77 + 3rdparty/hgOCR/leptonica/textops.c | 1125 + 3rdparty/hgOCR/leptonica/tiffio.c | 2843 +++ 3rdparty/hgOCR/leptonica/tiffiostub.c | 242 + 3rdparty/hgOCR/leptonica/utils1.c | 1266 + 3rdparty/hgOCR/leptonica/utils2.c | 3364 +++ 3rdparty/hgOCR/leptonica/warper.c | 1390 ++ 3rdparty/hgOCR/leptonica/watershed.c | 1130 + 3rdparty/hgOCR/leptonica/watershed.h | 64 + 3rdparty/hgOCR/leptonica/webpanimio.c | 273 + 3rdparty/hgOCR/leptonica/webpanimiostub.c | 71 + 3rdparty/hgOCR/leptonica/webpio.c | 417 + 3rdparty/hgOCR/leptonica/webpiostub.c | 99 + 3rdparty/hgOCR/leptonica/writefile.c | 1409 ++ 3rdparty/hgOCR/leptonica/zlibmem.c | 282 + 3rdparty/hgOCR/leptonica/zlibmemstub.c | 59 + 3rdparty/hgOCR/x86/staticlib/debug/HG_OCR.lib | Bin 0 -> 42146502 bytes .../hgOCR/x86/staticlib/debug/leptonica.lib | Bin 0 -> 7319276 bytes 3rdparty/hgOCR/x86/staticlib/debug/zlib.lib | Bin 0 -> 226576 bytes .../hgOCR/x86/staticlib/release/HG_OCR.lib | Bin 0 -> 9858108 bytes .../hgOCR/x86/staticlib/release/leptonica.lib | Bin 0 -> 5033188 bytes 3rdparty/hgOCR/x86/staticlib/release/zlib.lib | Bin 0 -> 111802 bytes huagao/CMakeLists.txt | 2 +- huagao/Device/GScanO1003399.cpp | 13 +- huagao/Device/GScanO1003399.h | 2 - huagao/Device/GScanO400.cpp | 138 +- huagao/Device/ImageMatQueue.cpp | 52 +- huagao/ImageProcess/ImageProcess_Public.cpp | 7 +- huagao/hg_ocr.cpp | 511 + huagao/hg_ocr.h | 43 + huagao/huagaods.cpp | 136 +- huagao/huagaotwds.rc | Bin 48940 -> 48940 bytes huagao/stdafx.h | Bin 18276 -> 18276 bytes 457 files changed, 350567 insertions(+), 181 deletions(-) create mode 100644 3rdparty/hgOCR/include/api/StopWatch.h create mode 100644 3rdparty/hgOCR/include/api/apitypes.h create mode 100644 3rdparty/hgOCR/include/api/baseapi.cpp create mode 100644 3rdparty/hgOCR/include/api/baseapi.h create mode 100644 3rdparty/hgOCR/include/api/capi.cpp create mode 100644 3rdparty/hgOCR/include/api/capi.h create mode 100644 3rdparty/hgOCR/include/api/config_auto.h create mode 100644 3rdparty/hgOCR/include/api/pdfrenderer.cpp create mode 100644 3rdparty/hgOCR/include/api/renderer.cpp create mode 100644 3rdparty/hgOCR/include/api/renderer.h create mode 100644 3rdparty/hgOCR/include/api/tesseractmain.cpp create 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a/3rdparty/hgOCR/include/api/StopWatch.h b/3rdparty/hgOCR/include/api/StopWatch.h new file mode 100644 index 00000000..afa4ee97 --- /dev/null +++ b/3rdparty/hgOCR/include/api/StopWatch.h @@ -0,0 +1,34 @@ +#pragma once +#include + +class StopWatch +{ +public: + StopWatch() { + _start = std::chrono::steady_clock::now(); + } + + void reset() { + _start = std::chrono::steady_clock::now(); + } + + double elapsed_s() { + return std::chrono::duration(std::chrono::steady_clock::now() - _start).count(); + } + + double elapsed_ms() { + return std::chrono::duration(std::chrono::steady_clock::now() - _start).count(); + } + + double elapsed_us() { + return std::chrono::duration(std::chrono::steady_clock::now() - _start).count(); + } + + double elapsed_ns() { + return std::chrono::duration(std::chrono::steady_clock::now() - _start).count(); + } + +private: + std::chrono::steady_clock::time_point _start; +}; + diff --git a/3rdparty/hgOCR/include/api/apitypes.h b/3rdparty/hgOCR/include/api/apitypes.h new file mode 100644 index 00000000..2cb38add --- /dev/null +++ b/3rdparty/hgOCR/include/api/apitypes.h @@ -0,0 +1,33 @@ +/////////////////////////////////////////////////////////////////////// +// File: apitypes.h +// Description: Types used in both the API and internally +// Author: Ray Smith +// Created: Wed Mar 03 09:22:53 PST 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_API_APITYPES_H__ +#define TESSERACT_API_APITYPES_H__ + +#include "publictypes.h" + +// The types used by the API and Page/ResultIterator can be found in: +// ccstruct/publictypes.h +// ccmain/resultiterator.h +// ccmain/pageiterator.h +// API interfaces and API users should be sure to include this file, rather +// than the lower-level one, and lower-level code should be sure to include +// only the lower-level file. + +#endif // TESSERACT_API_APITYPES_H__ diff --git a/3rdparty/hgOCR/include/api/baseapi.cpp b/3rdparty/hgOCR/include/api/baseapi.cpp new file mode 100644 index 00000000..5cce5618 --- /dev/null +++ b/3rdparty/hgOCR/include/api/baseapi.cpp @@ -0,0 +1,2892 @@ +/********************************************************************** + * File: baseapi.cpp + * Description: Simple API for calling tesseract. + * Author: Ray Smith + * Created: Fri Oct 06 15:35:01 PDT 2006 + * + * (C) Copyright 2006, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#ifdef __linux__ +#include +#endif + +#if defined(_WIN32) +#ifdef _MSC_VER +#include "vcsversion.h" +#include "mathfix.h" +#elif MINGW +// workaround for stdlib.h with -std=c++11 for _splitpath and _MAX_FNAME +#undef __STRICT_ANSI__ +#endif // _MSC_VER +#include +#include +#else +#include +#include +#include +#endif // _WIN32 + +#include +#include +#include +#include + +#include "allheaders.h" + +#include "baseapi.h" +#include "blobclass.h" +#include "resultiterator.h" +#include "mutableiterator.h" +#include "thresholder.h" +#include "tesseractclass.h" +#include "pageres.h" +#include "paragraphs.h" +#include "tessvars.h" +#include "control.h" +#include "dict.h" +#include "pgedit.h" +#include "paramsd.h" +#include "output.h" +#include "globaloc.h" +#include "globals.h" +#include "edgblob.h" +#include "equationdetect.h" +#include "tessbox.h" +#include "makerow.h" +#include "otsuthr.h" +#include "osdetect.h" +#include "params.h" +#include "renderer.h" +#include "strngs.h" +#include "openclwrapper.h" + +BOOL_VAR(stream_filelist, FALSE, "Stream a filelist from stdin"); + +namespace tesseract { + + /** Minimum sensible image size to be worth running tesseract. */ + const int kMinRectSize = 10; + /** Character returned when Tesseract couldn't recognize as anything. */ + const char kTesseractReject = '~'; + /** Character used by UNLV error counter as a reject. */ + const char kUNLVReject = '~'; + /** Character used by UNLV as a suspect marker. */ + const char kUNLVSuspect = '^'; + /** + * Filename used for input image file, from which to derive a name to search + * for a possible UNLV zone file, if none is specified by SetInputName. + */ + const char* kInputFile = "noname.tif"; + /** + * Temp file used for storing current parameters before applying retry values. + */ + const char* kOldVarsFile = "failed_vars.txt"; + /** Max string length of an int. */ + const int kMaxIntSize = 22; + /** + * Minimum believable resolution. Used as a default if there is no other + * information, as it is safer to under-estimate than over-estimate. + */ + const int kMinCredibleResolution = 70; + /** Maximum believable resolution. */ + const int kMaxCredibleResolution = 2400; + + TessBaseAPI::TessBaseAPI() + : tesseract_(NULL), + osd_tesseract_(NULL), + equ_detect_(NULL), + // Thresholder is initialized to NULL here, but will be set before use by: + // A constructor of a derived API, SetThresholder(), or + // created implicitly when used in InternalSetImage. + thresholder_(NULL), + paragraph_models_(NULL), + block_list_(NULL), + page_res_(NULL), + input_file_(NULL), + output_file_(NULL), + datapath_(NULL), + language_(NULL), + last_oem_requested_(OEM_DEFAULT), + recognition_done_(false), + truth_cb_(NULL), + rect_left_(0), rect_top_(0), rect_width_(0), rect_height_(0), + image_width_(0), image_height_(0) { + unknown_title_ = ""; + } + + TessBaseAPI::~TessBaseAPI() { + End(); + } + + /** + * Returns the version identifier as a static string. Do not delete. + */ + const char* TessBaseAPI::Version() { +#if defined(GIT_REV) && (defined(DEBUG) || defined(_DEBUG)) + return GIT_REV; +#else + return TESSERACT_VERSION_STR; +#endif + } + + /** + * If compiled with OpenCL AND an available OpenCL + * device is deemed faster than serial code, then + * "device" is populated with the cl_device_id + * and returns sizeof(cl_device_id) + * otherwise *device=NULL and returns 0. + */ +#ifdef USE_OPENCL +#if USE_DEVICE_SELECTION +#include "opencl_device_selection.h" +#endif +#endif + size_t TessBaseAPI::getOpenCLDevice(void **data) { +#ifdef USE_OPENCL +#if USE_DEVICE_SELECTION + ds_device device = OpenclDevice::getDeviceSelection(); + if (device.type == DS_DEVICE_OPENCL_DEVICE) { + *data = reinterpret_cast(new cl_device_id); + memcpy(*data, &device.oclDeviceID, sizeof(cl_device_id)); + return sizeof(cl_device_id); + } +#endif +#endif + + *data = NULL; + return 0; + } + + /** + * Writes the thresholded image to stderr as a PBM file on receipt of a + * SIGSEGV, SIGFPE, or SIGBUS signal. (Linux/Unix only). + */ + void TessBaseAPI::CatchSignals() { +#ifdef __linux__ + struct sigaction action; + memset(&action, 0, sizeof(action)); + action.sa_handler = &signal_exit; + action.sa_flags = SA_RESETHAND; + sigaction(SIGSEGV, &action, NULL); + sigaction(SIGFPE, &action, NULL); + sigaction(SIGBUS, &action, NULL); +#else + // Warn API users that an implementation is needed. + tprintf("CatchSignals has no non-linux implementation!\n"); +#endif + } + + /** + * Set the name of the input file. Needed only for training and + * loading a UNLV zone file. + */ + void TessBaseAPI::SetInputName(const char* name) { + if (input_file_ == NULL) + input_file_ = new STRING(name); + else + *input_file_ = name; + } + + /** Set the name of the output files. Needed only for debugging. */ + void TessBaseAPI::SetOutputName(const char* name) { + if (output_file_ == NULL) + output_file_ = new STRING(name); + else + *output_file_ = name; + } + + bool TessBaseAPI::SetVariable(const char* name, const char* value) { + if (tesseract_ == NULL) tesseract_ = new Tesseract; + return ParamUtils::SetParam(name, value, SET_PARAM_CONSTRAINT_NON_INIT_ONLY, + tesseract_->params()); + } + + bool TessBaseAPI::SetDebugVariable(const char* name, const char* value) { + if (tesseract_ == NULL) tesseract_ = new Tesseract; + return ParamUtils::SetParam(name, value, SET_PARAM_CONSTRAINT_DEBUG_ONLY, + tesseract_->params()); + } + + bool TessBaseAPI::GetIntVariable(const char *name, int *value) const { + IntParam *p = ParamUtils::FindParam( + name, GlobalParams()->int_params, tesseract_->params()->int_params); + if (p == NULL) return false; + *value = (inT32)(*p); + return true; + } + + bool TessBaseAPI::GetBoolVariable(const char *name, bool *value) const { + BoolParam *p = ParamUtils::FindParam( + name, GlobalParams()->bool_params, tesseract_->params()->bool_params); + if (p == NULL) return false; + *value = (BOOL8)(*p); + return true; + } + + const char *TessBaseAPI::GetStringVariable(const char *name) const { + StringParam *p = ParamUtils::FindParam( + name, GlobalParams()->string_params, tesseract_->params()->string_params); + return (p != NULL) ? p->string() : NULL; + } + + bool TessBaseAPI::GetDoubleVariable(const char *name, double *value) const { + DoubleParam *p = ParamUtils::FindParam( + name, GlobalParams()->double_params, tesseract_->params()->double_params); + if (p == NULL) return false; + *value = (double)(*p); + return true; + } + + /** Get value of named variable as a string, if it exists. */ + bool TessBaseAPI::GetVariableAsString(const char *name, STRING *val) { + return ParamUtils::GetParamAsString(name, tesseract_->params(), val); + } + + /** Print Tesseract parameters to the given file. */ + void TessBaseAPI::PrintVariables(FILE *fp) const { + ParamUtils::PrintParams(fp, tesseract_->params()); + } + + /** + * The datapath must be the name of the data directory (no ending /) or + * some other file in which the data directory resides (for instance argv[0].) + * The language is (usually) an ISO 639-3 string or NULL will default to eng. + * If numeric_mode is true, then only digits and Roman numerals will + * be returned. + * @return: 0 on success and -1 on initialization failure. + */ + int TessBaseAPI::Init(const char* datapath, const char* language, + OcrEngineMode oem, char **configs, int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_non_debug_params) { + PERF_COUNT_START("TessBaseAPI::Init") + // Default language is "eng". + if (language == NULL) language = "eng"; + // If the datapath, OcrEngineMode or the language have changed - start again. + // Note that the language_ field stores the last requested language that was + // initialized successfully, while tesseract_->lang stores the language + // actually used. They differ only if the requested language was NULL, in + // which case tesseract_->lang is set to the Tesseract default ("eng"). + if (tesseract_ != NULL && + (datapath_ == NULL || language_ == NULL || + *datapath_ != datapath || last_oem_requested_ != oem || + (*language_ != language && tesseract_->lang != language))) { + delete tesseract_; + tesseract_ = NULL; + } + // PERF_COUNT_SUB("delete tesseract_") +#ifdef USE_OPENCL + OpenclDevice od; + od.InitEnv(); +#endif + PERF_COUNT_SUB("OD::InitEnv()") + bool reset_classifier = true; + if (tesseract_ == NULL) { + reset_classifier = false; + tesseract_ = new Tesseract; + if (tesseract_->init_tesseract( + datapath, output_file_ != NULL ? output_file_->string() : NULL, + language, oem, configs, configs_size, vars_vec, vars_values, + set_only_non_debug_params) != 0) { + return -1; + } + } + PERF_COUNT_SUB("update tesseract_") + // Update datapath and language requested for the last valid initialization. + if (datapath_ == NULL) + datapath_ = new STRING(datapath); + else + *datapath_ = datapath; + if ((strcmp(datapath_->string(), "") == 0) && + (strcmp(tesseract_->datadir.string(), "") != 0)) + *datapath_ = tesseract_->datadir; + + if (language_ == NULL) + language_ = new STRING(language); + else + *language_ = language; + last_oem_requested_ = oem; + // PERF_COUNT_SUB("update last_oem_requested_") + // For same language and datapath, just reset the adaptive classifier. + if (reset_classifier) { + tesseract_->ResetAdaptiveClassifier(); + PERF_COUNT_SUB("tesseract_->ResetAdaptiveClassifier()") + } + PERF_COUNT_END + return 0; + } + + /** + * Returns the languages string used in the last valid initialization. + * If the last initialization specified "deu+hin" then that will be + * returned. If hin loaded eng automatically as well, then that will + * not be included in this list. To find the languages actually + * loaded use GetLoadedLanguagesAsVector. + * The returned string should NOT be deleted. + */ + const char* TessBaseAPI::GetInitLanguagesAsString() const { + return (language_ == NULL || language_->string() == NULL) ? + "" : language_->string(); + } + + /** + * Returns the loaded languages in the vector of STRINGs. + * Includes all languages loaded by the last Init, including those loaded + * as dependencies of other loaded languages. + */ + void TessBaseAPI::GetLoadedLanguagesAsVector( + GenericVector* langs) const { + langs->clear(); + if (tesseract_ != NULL) { + langs->push_back(tesseract_->lang); + int num_subs = tesseract_->num_sub_langs(); + for (int i = 0; i < num_subs; ++i) + langs->push_back(tesseract_->get_sub_lang(i)->lang); + } + } + + /** + * Returns the available languages in the vector of STRINGs. + */ + void TessBaseAPI::GetAvailableLanguagesAsVector( + GenericVector* langs) const { + langs->clear(); + if (tesseract_ != NULL) { +#ifdef _WIN32 + STRING pattern = tesseract_->datadir + "/*." + kTrainedDataSuffix; + char fname[_MAX_FNAME]; + WIN32_FIND_DATA data; + BOOL result = TRUE; + HANDLE handle = FindFirstFile(pattern.string(), &data); + if (handle != INVALID_HANDLE_VALUE) { + for (; result; result = FindNextFile(handle, &data)) { + _splitpath(data.cFileName, NULL, NULL, fname, NULL); + langs->push_back(STRING(fname)); + } + FindClose(handle); + } +#else // _WIN32 + DIR *dir; + struct dirent *dirent; + char *dot; + + STRING extension = STRING(".") + kTrainedDataSuffix; + + dir = opendir(tesseract_->datadir.string()); + if (dir != NULL) { + while ((dirent = readdir(dir))) { + // Skip '.', '..', and hidden files + if (dirent->d_name[0] != '.') { + if (strstr(dirent->d_name, extension.string()) != NULL) { + dot = strrchr(dirent->d_name, '.'); + // This ensures that .traineddata is at the end of the file name + if (strncmp(dot, extension.string(), + strlen(extension.string())) == 0) { + *dot = '\0'; + langs->push_back(STRING(dirent->d_name)); + } + } + } + } + closedir(dir); + } +#endif + } + } + + /** + * Init only the lang model component of Tesseract. The only functions + * that work after this init are SetVariable and IsValidWord. + * WARNING: temporary! This function will be removed from here and placed + * in a separate API at some future time. + */ + int TessBaseAPI::InitLangMod(const char* datapath, const char* language) { + if (tesseract_ == NULL) + tesseract_ = new Tesseract; + else + ParamUtils::ResetToDefaults(tesseract_->params()); + return tesseract_->init_tesseract_lm(datapath, NULL, language); + } + + /** + * Init only for page layout analysis. Use only for calls to SetImage and + * AnalysePage. Calls that attempt recognition will generate an error. + */ + void TessBaseAPI::InitForAnalysePage() { + if (tesseract_ == NULL) { + tesseract_ = new Tesseract; + tesseract_->InitAdaptiveClassifier(false); + } + } + + /** + * Read a "config" file containing a set of parameter name, value pairs. + * Searches the standard places: tessdata/configs, tessdata/tessconfigs + * and also accepts a relative or absolute path name. + */ + void TessBaseAPI::ReadConfigFile(const char* filename) { + tesseract_->read_config_file(filename, SET_PARAM_CONSTRAINT_NON_INIT_ONLY); + } + + /** Same as above, but only set debug params from the given config file. */ + void TessBaseAPI::ReadDebugConfigFile(const char* filename) { + tesseract_->read_config_file(filename, SET_PARAM_CONSTRAINT_DEBUG_ONLY); + } + + /** + * Set the current page segmentation mode. Defaults to PSM_AUTO. + * The mode is stored as an IntParam so it can also be modified by + * ReadConfigFile or SetVariable("tessedit_pageseg_mode", mode as string). + */ + void TessBaseAPI::SetPageSegMode(PageSegMode mode) { + if (tesseract_ == NULL) + tesseract_ = new Tesseract; + tesseract_->tessedit_pageseg_mode.set_value(mode); + } + + /** Return the current page segmentation mode. */ + PageSegMode TessBaseAPI::GetPageSegMode() const { + if (tesseract_ == NULL) + return PSM_SINGLE_BLOCK; + return static_cast( + static_cast(tesseract_->tessedit_pageseg_mode)); + } + + /** + * Recognize a rectangle from an image and return the result as a string. + * May be called many times for a single Init. + * Currently has no error checking. + * Greyscale of 8 and color of 24 or 32 bits per pixel may be given. + * Palette color images will not work properly and must be converted to + * 24 bit. + * Binary images of 1 bit per pixel may also be given but they must be + * byte packed with the MSB of the first byte being the first pixel, and a + * one pixel is WHITE. For binary images set bytes_per_pixel=0. + * The recognized text is returned as a char* which is coded + * as UTF8 and must be freed with the delete [] operator. + */ + char* TessBaseAPI::TesseractRect(const unsigned char* imagedata, + int bytes_per_pixel, + int bytes_per_line, + int left, int top, + int width, int height) { + if (tesseract_ == NULL || width < kMinRectSize || height < kMinRectSize) + return NULL; // Nothing worth doing. + + // Since this original api didn't give the exact size of the image, + // we have to invent a reasonable value. + int bits_per_pixel = bytes_per_pixel == 0 ? 1 : bytes_per_pixel * 8; + SetImage(imagedata, bytes_per_line * 8 / bits_per_pixel, height + top, + bytes_per_pixel, bytes_per_line); + SetRectangle(left, top, width, height); + + return GetUTF8Text(); + } + + /** + * Call between pages or documents etc to free up memory and forget + * adaptive data. + */ + void TessBaseAPI::ClearAdaptiveClassifier() { + if (tesseract_ == NULL) + return; + tesseract_->ResetAdaptiveClassifier(); + tesseract_->ResetDocumentDictionary(); + } + + /** + * Provide an image for Tesseract to recognize. Format is as + * TesseractRect above. Copies the image buffer and converts to Pix. + * SetImage clears all recognition results, and sets the rectangle to the + * full image, so it may be followed immediately by a GetUTF8Text, and it + * will automatically perform recognition. + */ + void TessBaseAPI::SetImage(const unsigned char* imagedata, + int width, int height, + int bytes_per_pixel, int bytes_per_line) { + if (InternalSetImage()) { + thresholder_->SetImage(imagedata, width, height, + bytes_per_pixel, bytes_per_line); + SetInputImage(thresholder_->GetPixRect()); + } + } + + void TessBaseAPI::SetSourceResolution(int ppi) { + if (thresholder_) + thresholder_->SetSourceYResolution(ppi); + else + tprintf("Please call SetImage before SetSourceResolution.\n"); + } + + /** + * Provide an image for Tesseract to recognize. As with SetImage above, + * Tesseract takes its own copy of the image, so it need not persist until + * after Recognize. + * Pix vs raw, which to use? + * Use Pix where possible. Tesseract uses Pix as its internal representation + * and it is therefore more efficient to provide a Pix directly. + */ + void TessBaseAPI::SetImage(Pix* pix) { + if (InternalSetImage()) { + thresholder_->SetImage(pix); + SetInputImage(thresholder_->GetPixRect()); + } + } + + /** + * Restrict recognition to a sub-rectangle of the image. Call after SetImage. + * Each SetRectangle clears the recogntion results so multiple rectangles + * can be recognized with the same image. + */ + void TessBaseAPI::SetRectangle(int left, int top, int width, int height) { + if (thresholder_ == NULL) + return; + thresholder_->SetRectangle(left, top, width, height); + ClearResults(); + } + + /** + * ONLY available after SetImage if you have Leptonica installed. + * Get a copy of the internal thresholded image from Tesseract. + */ + Pix* TessBaseAPI::GetThresholdedImage() { + if (tesseract_ == NULL || thresholder_ == NULL) + return NULL; + if (tesseract_->pix_binary() == NULL) + Threshold(tesseract_->mutable_pix_binary()); + return pixClone(tesseract_->pix_binary()); + } + + /** + * Get the result of page layout analysis as a leptonica-style + * Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + */ + Boxa* TessBaseAPI::GetRegions(Pixa** pixa) { + return GetComponentImages(RIL_BLOCK, false, pixa, NULL); + } + + /** + * Get the textlines as a leptonica-style Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + * If blockids is not NULL, the block-id of each line is also returned as an + * array of one element per line. delete [] after use. + * If paraids is not NULL, the paragraph-id of each line within its block is + * also returned as an array of one element per line. delete [] after use. + */ + Boxa* TessBaseAPI::GetTextlines(const bool raw_image, const int raw_padding, + Pixa** pixa, int** blockids, int** paraids) { + return GetComponentImages(RIL_TEXTLINE, true, raw_image, raw_padding, + pixa, blockids, paraids); + } + + /** + * Get textlines and strips of image regions as a leptonica-style Boxa, Pixa + * pair, in reading order. Enables downstream handling of non-rectangular + * regions. + * Can be called before or after Recognize. + * If blockids is not NULL, the block-id of each line is also returned as an + * array of one element per line. delete [] after use. + */ + Boxa* TessBaseAPI::GetStrips(Pixa** pixa, int** blockids) { + return GetComponentImages(RIL_TEXTLINE, false, pixa, blockids); + } + + /** + * Get the words as a leptonica-style + * Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + */ + Boxa* TessBaseAPI::GetWords(Pixa** pixa) { + return GetComponentImages(RIL_WORD, true, pixa, NULL); + } + + /** + * Gets the individual connected (text) components (created + * after pages segmentation step, but before recognition) + * as a leptonica-style Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + */ + Boxa* TessBaseAPI::GetConnectedComponents(Pixa** pixa) { + return GetComponentImages(RIL_SYMBOL, true, pixa, NULL); + } + + /** + * Get the given level kind of components (block, textline, word etc.) as a + * leptonica-style Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + * If blockids is not NULL, the block-id of each component is also returned + * as an array of one element per component. delete [] after use. + * If text_only is true, then only text components are returned. + */ + Boxa* TessBaseAPI::GetComponentImages(PageIteratorLevel level, + bool text_only, bool raw_image, + const int raw_padding, + Pixa** pixa, int** blockids, + int** paraids) { + PageIterator* page_it = GetIterator(); + if (page_it == NULL) + page_it = AnalyseLayout(); + if (page_it == NULL) + return NULL; // Failed. + + // Count the components to get a size for the arrays. + int component_count = 0; + int left, top, right, bottom; + + TessResultCallback* get_bbox = NULL; + if (raw_image) { + // Get bounding box in original raw image with padding. + get_bbox = NewPermanentTessCallback(page_it, &PageIterator::BoundingBox, + level, raw_padding, + &left, &top, &right, &bottom); + } + else { + // Get bounding box from binarized imaged. Note that this could be + // differently scaled from the original image. + get_bbox = NewPermanentTessCallback(page_it, + &PageIterator::BoundingBoxInternal, + level, &left, &top, &right, &bottom); + } + do { + if (get_bbox->Run() && + (!text_only || PTIsTextType(page_it->BlockType()))) + ++component_count; + } while (page_it->Next(level)); + + Boxa* boxa = boxaCreate(component_count); + if (pixa != NULL) + *pixa = pixaCreate(component_count); + if (blockids != NULL) + *blockids = new int[component_count]; + if (paraids != NULL) + *paraids = new int[component_count]; + + int blockid = 0; + int paraid = 0; + int component_index = 0; + page_it->Begin(); + do { + if (get_bbox->Run() && + (!text_only || PTIsTextType(page_it->BlockType()))) { + Box* lbox = boxCreate(left, top, right - left, bottom - top); + boxaAddBox(boxa, lbox, L_INSERT); + if (pixa != NULL) { + Pix* pix = NULL; + if (raw_image) { + pix = page_it->GetImage(level, raw_padding, GetInputImage(), &left, + &top); + } + else { + pix = page_it->GetBinaryImage(level); + } + pixaAddPix(*pixa, pix, L_INSERT); + pixaAddBox(*pixa, lbox, L_CLONE); + } + if (paraids != NULL) { + (*paraids)[component_index] = paraid; + if (page_it->IsAtFinalElement(RIL_PARA, level)) + ++paraid; + } + if (blockids != NULL) { + (*blockids)[component_index] = blockid; + if (page_it->IsAtFinalElement(RIL_BLOCK, level)) { + ++blockid; + paraid = 0; + } + } + ++component_index; + } + } while (page_it->Next(level)); + delete page_it; + delete get_bbox; + return boxa; + } + + int TessBaseAPI::GetThresholdedImageScaleFactor() const { + if (thresholder_ == NULL) { + return 0; + } + return thresholder_->GetScaleFactor(); + } + + /** Dump the internal binary image to a PGM file. */ + void TessBaseAPI::DumpPGM(const char* filename) { + if (tesseract_ == NULL) + return; + FILE *fp = fopen(filename, "wb"); + Pix* pix = tesseract_->pix_binary(); + int width = pixGetWidth(pix); + int height = pixGetHeight(pix); + l_uint32* data = pixGetData(pix); + fprintf(fp, "P5 %d %d 255\n", width, height); + for (int y = 0; y < height; ++y, data += pixGetWpl(pix)) { + for (int x = 0; x < width; ++x) { + uinT8 b = GET_DATA_BIT(data, x) ? 0 : 255; + fwrite(&b, 1, 1, fp); + } + } + fclose(fp); + } + +#ifndef NO_CUBE_BUILD + /** + * Placeholder for call to Cube and test that the input data is correct. + * reskew is the direction of baselines in the skewed image in + * normalized (cos theta, sin theta) form, so (0.866, 0.5) would represent + * a 30 degree anticlockwise skew. + */ + int CubeAPITest(Boxa* boxa_blocks, Pixa* pixa_blocks, + Boxa* boxa_words, Pixa* pixa_words, + const FCOORD& reskew, Pix* page_pix, + PAGE_RES* page_res) { + int block_count = boxaGetCount(boxa_blocks); + ASSERT_HOST(block_count == pixaGetCount(pixa_blocks)); + // Write each block to the current directory as junk_write_display.nnn.png. + for (int i = 0; i < block_count; ++i) { + Pix* pix = pixaGetPix(pixa_blocks, i, L_CLONE); + pixDisplayWrite(pix, 1); + } + int word_count = boxaGetCount(boxa_words); + ASSERT_HOST(word_count == pixaGetCount(pixa_words)); + int pr_word = 0; + PAGE_RES_IT page_res_it(page_res); + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward(), ++pr_word) { + WERD_RES *word = page_res_it.word(); + WERD_CHOICE* choice = word->best_choice; + // Write the first 100 words to files names wordims/.tif. + if (pr_word < 100) { + STRING filename("wordims/"); + if (choice != NULL) { + filename += choice->unichar_string(); + } + else { + char numbuf[32]; + filename += "unclassified"; + snprintf(numbuf, 32, "%03d", pr_word); + filename += numbuf; + } + filename += ".tif"; + Pix* pix = pixaGetPix(pixa_words, pr_word, L_CLONE); + pixWrite(filename.string(), pix, IFF_TIFF_G4); + } + } + ASSERT_HOST(pr_word == word_count); + return 0; + } +#endif // NO_CUBE_BUILD + + /** + * Runs page layout analysis in the mode set by SetPageSegMode. + * May optionally be called prior to Recognize to get access to just + * the page layout results. Returns an iterator to the results. + * If merge_similar_words is true, words are combined where suitable for use + * with a line recognizer. Use if you want to use AnalyseLayout to find the + * textlines, and then want to process textline fragments with an external + * line recognizer. + * Returns NULL on error or an empty page. + * The returned iterator must be deleted after use. + * WARNING! This class points to data held within the TessBaseAPI class, and + * therefore can only be used while the TessBaseAPI class still exists and + * has not been subjected to a call of Init, SetImage, Recognize, Clear, End + * DetectOS, or anything else that changes the internal PAGE_RES. + */ + PageIterator* TessBaseAPI::AnalyseLayout() { return AnalyseLayout(false); } + + PageIterator* TessBaseAPI::AnalyseLayout(bool merge_similar_words) { + if (FindLines() == 0) { + if (block_list_->empty()) + return NULL; // The page was empty. + page_res_ = new PAGE_RES(merge_similar_words, block_list_, NULL); + DetectParagraphs(false); + return new PageIterator( + page_res_, tesseract_, thresholder_->GetScaleFactor(), + thresholder_->GetScaledYResolution(), + rect_left_, rect_top_, rect_width_, rect_height_); + } + return NULL; + } + + int TessBaseAPI::AnalyseLayout1() + { + return FindLines(); + } + + /** + * Recognize the tesseract global image and return the result as Tesseract + * internal structures. + */ + int TessBaseAPI::Recognize(ETEXT_DESC* monitor) { + if (tesseract_ == NULL) + return -1; + if (FindLines() != 0) + return -1; + delete page_res_; +#if 1 + if (block_list_->empty()) { + page_res_ = new PAGE_RES(false, block_list_, + &tesseract_->prev_word_best_choice_); + //return 0; // Empty page. + } +#endif + + tesseract_->SetBlackAndWhitelist(); + recognition_done_ = true; + if (tesseract_->tessedit_resegment_from_line_boxes) { + page_res_ = tesseract_->ApplyBoxes(*input_file_, true, block_list_); + } + else if (tesseract_->tessedit_resegment_from_boxes) { + page_res_ = tesseract_->ApplyBoxes(*input_file_, false, block_list_); + } + else { + // TODO(rays) LSTM here. + page_res_ = new PAGE_RES(false, + block_list_, &tesseract_->prev_word_best_choice_); + } + if (page_res_ == NULL) { + return -1; + } + if (tesseract_->tessedit_make_boxes_from_boxes) { + tesseract_->CorrectClassifyWords(page_res_); + return 0; + } + + if (truth_cb_ != NULL) { + tesseract_->wordrec_run_blamer.set_value(true); + PageIterator *page_it = new PageIterator( + page_res_, tesseract_, thresholder_->GetScaleFactor(), + thresholder_->GetScaledYResolution(), + rect_left_, rect_top_, rect_width_, rect_height_); + truth_cb_->Run(tesseract_->getDict().getUnicharset(), + image_height_, page_it, this->tesseract()->pix_grey()); + delete page_it; + } + + int result = 0; + if (tesseract_->interactive_display_mode) { +#ifndef GRAPHICS_DISABLED + tesseract_->pgeditor_main(rect_width_, rect_height_, page_res_); +#endif // GRAPHICS_DISABLED + // The page_res is invalid after an interactive session, so cleanup + // in a way that lets us continue to the next page without crashing. + delete page_res_; + page_res_ = NULL; + return -1; + } + else if (tesseract_->tessedit_train_from_boxes) { + STRING fontname; + ExtractFontName(*output_file_, &fontname); + tesseract_->ApplyBoxTraining(fontname, page_res_); + } + else if (tesseract_->tessedit_ambigs_training) { + FILE *training_output_file = tesseract_->init_recog_training(*input_file_); + // OCR the page segmented into words by tesseract. + tesseract_->recog_training_segmented( + *input_file_, page_res_, monitor, training_output_file); + fclose(training_output_file); + } + else { + // Now run the main recognition. + bool wait_for_text = true; + GetBoolVariable("paragraph_text_based", &wait_for_text); + if (!wait_for_text) DetectParagraphs(false); + if (tesseract_->recog_all_words(page_res_, monitor, NULL, NULL, 0)) { + if (wait_for_text) DetectParagraphs(true); + } + else { + result = -1; + } + } + return result; + } + + /** Tests the chopper by exhaustively running chop_one_blob. */ + int TessBaseAPI::RecognizeForChopTest(ETEXT_DESC* monitor) { + if (tesseract_ == NULL) + return -1; + if (thresholder_ == NULL || thresholder_->IsEmpty()) { + tprintf("Please call SetImage before attempting recognition."); + return -1; + } + if (page_res_ != NULL) + ClearResults(); + if (FindLines() != 0) + return -1; + // Additional conditions under which chopper test cannot be run + if (tesseract_->interactive_display_mode) return -1; + + recognition_done_ = true; + + page_res_ = new PAGE_RES(false, block_list_, + &(tesseract_->prev_word_best_choice_)); + + PAGE_RES_IT page_res_it(page_res_); + + while (page_res_it.word() != NULL) { + WERD_RES *word_res = page_res_it.word(); + GenericVector boxes; + tesseract_->MaximallyChopWord(boxes, page_res_it.block()->block, + page_res_it.row()->row, word_res); + page_res_it.forward(); + } + return 0; + } + + // Takes ownership of the input pix. + void TessBaseAPI::SetInputImage(Pix* pix) { tesseract_->set_pix_original(pix); } + + Pix* TessBaseAPI::GetInputImage() { return tesseract_->pix_original(); } + + const char * TessBaseAPI::GetInputName() { + if (input_file_) + return input_file_->c_str(); + return NULL; + } + + const char * TessBaseAPI::GetDatapath() { + return tesseract_->datadir.c_str(); + } + + int TessBaseAPI::GetSourceYResolution() { + return thresholder_->GetSourceYResolution(); + } + + // If flist exists, get data from there. Otherwise get data from buf. + // Seems convoluted, but is the easiest way I know of to meet multiple + // goals. Support streaming from stdin, and also work on platforms + // lacking fmemopen. + bool TessBaseAPI::ProcessPagesFileList(FILE *flist, + STRING *buf, + const char* retry_config, + int timeout_millisec, + TessResultRenderer* renderer, + int tessedit_page_number) { + if (!flist && !buf) return false; + int page = (tessedit_page_number >= 0) ? tessedit_page_number : 0; + char pagename[MAX_PATH]; + + GenericVector lines; + if (!flist) { + buf->split('\n', &lines); + if (lines.empty()) return false; + } + + // Skip to the requested page number. + for (int i = 0; i < page; i++) { + if (flist) { + if (fgets(pagename, sizeof(pagename), flist) == NULL) break; + } + } + + // Begin producing output + if (renderer && !renderer->BeginDocument(unknown_title_)) { + return false; + } + + // Loop over all pages - or just the requested one + while (true) { + if (flist) { + if (fgets(pagename, sizeof(pagename), flist) == NULL) break; + } + else { + if (page >= lines.size()) break; + snprintf(pagename, sizeof(pagename), "%s", lines[page].c_str()); + } + chomp_string(pagename); + Pix *pix = pixRead(pagename); + if (pix == NULL) { + tprintf("Image file %s cannot be read!\n", pagename); + return false; + } + tprintf("Page %d : %s\n", page, pagename); + bool r = ProcessPage(pix, page, pagename, retry_config, + timeout_millisec, renderer, nullptr, 0); + pixDestroy(&pix); + if (!r) return false; + if (tessedit_page_number >= 0) break; + ++page; + } + + // Finish producing output + if (renderer && !renderer->EndDocument()) { + return false; + } + return true; + } + + bool TessBaseAPI::ProcessPagesMultipageTiff(const l_uint8 *data, + size_t size, + const char* filename, + const char* retry_config, + int timeout_millisec, + TessResultRenderer* renderer, + int tessedit_page_number) { +#ifndef ANDROID_BUILD + Pix *pix = NULL; + int page = (tessedit_page_number >= 0) ? tessedit_page_number : 0; + size_t offset = 0; + for (; ; ++page) { + if (tessedit_page_number >= 0) + page = tessedit_page_number; + pix = (data) ? pixReadMemFromMultipageTiff(data, size, &offset) + : pixReadFromMultipageTiff(filename, &offset); + if (pix == NULL) break; + tprintf("Page %d\n", page + 1); + char page_str[kMaxIntSize]; + snprintf(page_str, kMaxIntSize - 1, "%d", page); + SetVariable("applybox_page", page_str); + bool r = ProcessPage(pix, page, filename, retry_config, + timeout_millisec, renderer, nullptr, 0); + pixDestroy(&pix); + if (!r) return false; + if (tessedit_page_number >= 0) break; + if (!offset) break; + } + return true; +#else + return false; +#endif + } + + // Master ProcessPages calls ProcessPagesInternal and then does any post- + // processing required due to being in a training mode. + bool TessBaseAPI::ProcessPages(const char* filename, const char* retry_config, + int timeout_millisec, + TessResultRenderer* renderer) { + bool result = + ProcessPagesInternal(filename, retry_config, timeout_millisec, renderer); + if (result) { + if (tesseract_->tessedit_train_from_boxes && + !tesseract_->WriteTRFile(*output_file_)) { + tprintf("Write of TR file failed: %s\n", output_file_->string()); + return false; + } + } + return result; + } + + // In the ideal scenario, Tesseract will start working on data as soon + // as it can. For example, if you steam a filelist through stdin, we + // should start the OCR process as soon as the first filename is + // available. This is particularly useful when hooking Tesseract up to + // slow hardware such as a book scanning machine. + // + // Unfortunately there are tradeoffs. You can't seek on stdin. That + // makes automatic detection of datatype (TIFF? filelist? PNG?) + // impractical. So we support a command line flag to explicitly + // identify the scenario that really matters: filelists on + // stdin. We'll still do our best if the user likes pipes. + bool TessBaseAPI::ProcessPagesInternal(const char* filename, + const char* retry_config, + int timeout_millisec, + TessResultRenderer* renderer) { + PERF_COUNT_START("ProcessPages") + bool stdInput = !strcmp(filename, "stdin") || !strcmp(filename, "-"); + if (stdInput) { +#ifdef WIN32 + if (_setmode(_fileno(stdin), _O_BINARY) == -1) + tprintf("ERROR: cin to binary: %s", strerror(errno)); +#endif // WIN32 + } + + if (stream_filelist) { + return ProcessPagesFileList(stdin, NULL, retry_config, + timeout_millisec, renderer, + tesseract_->tessedit_page_number); + } + + // At this point we are officially in autodection territory. + // That means any data in stdin must be buffered, to make it + // seekable. + std::string buf; + const l_uint8 *data = NULL; + if (stdInput) { + buf.assign((std::istreambuf_iterator(std::cin)), + (std::istreambuf_iterator())); + data = reinterpret_cast(buf.data()); + } + + // Here is our autodetection + int format; + int r = (stdInput) ? + findFileFormatBuffer(data, &format) : + findFileFormat(filename, &format); + + // Maybe we have a filelist + if (r != 0 || format == IFF_UNKNOWN) { + STRING s; + if (stdInput) { + s = buf.c_str(); + } + else { + std::ifstream t(filename); + std::string u((std::istreambuf_iterator(t)), + std::istreambuf_iterator()); + s = u.c_str(); + } + return ProcessPagesFileList(NULL, &s, retry_config, + timeout_millisec, renderer, + tesseract_->tessedit_page_number); + } + + // Maybe we have a TIFF which is potentially multipage + bool tiff = (format == IFF_TIFF || format == IFF_TIFF_PACKBITS || + format == IFF_TIFF_RLE || format == IFF_TIFF_G3 || + format == IFF_TIFF_G4 || format == IFF_TIFF_LZW || + format == IFF_TIFF_ZIP); + + // Fail early if we can, before producing any output + Pix *pix = NULL; + if (!tiff) { + pix = (stdInput) ? pixReadMem(data, buf.size()) : pixRead(filename); + if (pix == NULL) { + return false; + } + } + + // Begin the output + if (renderer && !renderer->BeginDocument(unknown_title_)) { + pixDestroy(&pix); + return false; + } + + // Produce output + r = (tiff) ? + ProcessPagesMultipageTiff(data, buf.size(), filename, retry_config, + timeout_millisec, renderer, + tesseract_->tessedit_page_number) : + ProcessPage(pix, 0, filename, retry_config, + timeout_millisec, renderer, nullptr, 0); + + // Clean up memory as needed + pixDestroy(&pix); + + // End the output + if (!r || (renderer && !renderer->EndDocument())) { + return false; + } + PERF_COUNT_END + return true; + } + + bool TessBaseAPI::ProcessPage(Pix* pix, int page_index, const char* filename, + const char* retry_config, int timeout_millisec, + TessResultRenderer* renderer, + const char* jpgdata, int len) { + PERF_COUNT_START("ProcessPage") + SetInputName(filename); + SetImage(pix); + bool failed = false; + + if (tesseract_->tessedit_pageseg_mode == PSM_AUTO_ONLY) { + // Disabled character recognition + PageIterator* it = AnalyseLayout(); + + if (it == NULL) { + failed = true; + } + else { + delete it; + } + } + else if (tesseract_->tessedit_pageseg_mode == PSM_OSD_ONLY) { + failed = FindLines() != 0; + } + else if (timeout_millisec > 0) { + // Running with a timeout. + ETEXT_DESC monitor; + monitor.cancel = NULL; + monitor.cancel_this = NULL; + monitor.set_deadline_msecs(timeout_millisec); + + // Now run the main recognition. + failed = Recognize(&monitor) < 0; + } + else { + // Normal layout and character recognition with no timeout. + failed = Recognize(NULL) < 0; + } + + if (tesseract_->tessedit_write_images) { +#ifndef ANDROID_BUILD + Pix* page_pix = GetThresholdedImage(); + pixWrite("tessinput.tif", page_pix, IFF_TIFF_G4); +#endif // ANDROID_BUILD + } + + if (failed && retry_config != NULL && retry_config[0] != '\0') { + // Save current config variables before switching modes. + FILE* fp = fopen(kOldVarsFile, "wb"); + PrintVariables(fp); + fclose(fp); + // Switch to alternate mode for retry. + ReadConfigFile(retry_config); + SetImage(pix); + Recognize(NULL); + // Restore saved config variables. + ReadConfigFile(kOldVarsFile); + } + + if (renderer && !failed) { + failed = !renderer->AddImage(this, jpgdata, len); + } + + PERF_COUNT_END + return !failed; + } + + /** + * Get a left-to-right iterator to the results of LayoutAnalysis and/or + * Recognize. The returned iterator must be deleted after use. + */ + LTRResultIterator* TessBaseAPI::GetLTRIterator() { + if (tesseract_ == NULL || page_res_ == NULL) + return NULL; + return new LTRResultIterator( + page_res_, tesseract_, + thresholder_->GetScaleFactor(), thresholder_->GetScaledYResolution(), + rect_left_, rect_top_, rect_width_, rect_height_); + } + + /** + * Get a reading-order iterator to the results of LayoutAnalysis and/or + * Recognize. The returned iterator must be deleted after use. + * WARNING! This class points to data held within the TessBaseAPI class, and + * therefore can only be used while the TessBaseAPI class still exists and + * has not been subjected to a call of Init, SetImage, Recognize, Clear, End + * DetectOS, or anything else that changes the internal PAGE_RES. + */ + ResultIterator* TessBaseAPI::GetIterator() { + if (tesseract_ == NULL || page_res_ == NULL) + return NULL; + return ResultIterator::StartOfParagraph(LTRResultIterator( + page_res_, tesseract_, + thresholder_->GetScaleFactor(), thresholder_->GetScaledYResolution(), + rect_left_, rect_top_, rect_width_, rect_height_)); + } + + /** + * Get a mutable iterator to the results of LayoutAnalysis and/or Recognize. + * The returned iterator must be deleted after use. + * WARNING! This class points to data held within the TessBaseAPI class, and + * therefore can only be used while the TessBaseAPI class still exists and + * has not been subjected to a call of Init, SetImage, Recognize, Clear, End + * DetectOS, or anything else that changes the internal PAGE_RES. + */ + MutableIterator* TessBaseAPI::GetMutableIterator() { + if (tesseract_ == NULL || page_res_ == NULL) + return NULL; + return new MutableIterator(page_res_, tesseract_, + thresholder_->GetScaleFactor(), + thresholder_->GetScaledYResolution(), + rect_left_, rect_top_, rect_width_, rect_height_); + } + + /** Make a text string from the internal data structures. */ + char* TessBaseAPI::GetUTF8Text() { + if (tesseract_ == NULL || + (!recognition_done_ && Recognize(NULL) < 0)) + return NULL; + STRING text(""); + ResultIterator *it = GetIterator(); + do { + if (it->Empty(RIL_PARA)) continue; + char *para_text = it->GetUTF8Text(RIL_PARA); + text += para_text; + delete[]para_text; + } while (it->Next(RIL_PARA)); + char* result = new char[text.length() + 1]; + strncpy(result, text.string(), text.length() + 1); + delete it; + return result; + } + + /** + * Gets the block orientation at the current iterator position. + */ + static tesseract::Orientation GetBlockTextOrientation(const PageIterator *it) { + tesseract::Orientation orientation; + tesseract::WritingDirection writing_direction; + tesseract::TextlineOrder textline_order; + float deskew_angle; + it->Orientation(&orientation, &writing_direction, &textline_order, + &deskew_angle); + return orientation; + } + + /** + * Fits a line to the baseline at the given level, and appends its coefficients + * to the hOCR string. + * NOTE: The hOCR spec is unclear on how to specify baseline coefficients for + * rotated textlines. For this reason, on textlines that are not upright, this + * method currently only inserts a 'textangle' property to indicate the rotation + * direction and does not add any baseline information to the hocr string. + */ + static void AddBaselineCoordsTohOCR(const PageIterator *it, + PageIteratorLevel level, + STRING* hocr_str) { + tesseract::Orientation orientation = GetBlockTextOrientation(it); + if (orientation != ORIENTATION_PAGE_UP) { + hocr_str->add_str_int("; textangle ", 360 - orientation * 90); + return; + } + + int left, top, right, bottom; + it->BoundingBox(level, &left, &top, &right, &bottom); + + // Try to get the baseline coordinates at this level. + int x1, y1, x2, y2; + if (!it->Baseline(level, &x1, &y1, &x2, &y2)) + return; + // Following the description of this field of the hOCR spec, we convert the + // baseline coordinates so that "the bottom left of the bounding box is the + // origin". + x1 -= left; + x2 -= left; + y1 -= bottom; + y2 -= bottom; + + // Now fit a line through the points so we can extract coefficients for the + // equation: y = p1 x + p0 + double p1 = 0; + double p0 = 0; + if (x1 == x2) { + // Problem computing the polynomial coefficients. + return; + } + p1 = (y2 - y1) / static_cast(x2 - x1); + p0 = y1 - static_cast(p1 * x1); + + hocr_str->add_str_double("; baseline ", round(p1 * 1000.0) / 1000.0); + hocr_str->add_str_double(" ", round(p0 * 1000.0) / 1000.0); + } + + static void AddIdTohOCR(STRING* hocr_str, const std::string base, int num1, + int num2) { + const size_t BUFSIZE = 64; + char id_buffer[BUFSIZE]; + if (num2 >= 0) { + snprintf(id_buffer, BUFSIZE - 1, "%s_%d_%d", base.c_str(), num1, num2); + } + else { + snprintf(id_buffer, BUFSIZE - 1, "%s_%d", base.c_str(), num1); + } + id_buffer[BUFSIZE - 1] = '\0'; + *hocr_str += " id='"; + *hocr_str += id_buffer; + *hocr_str += "'"; + } + + static void AddBoxTohOCR(const ResultIterator* it, PageIteratorLevel level, + STRING* hocr_str) { + int left, top, right, bottom; + it->BoundingBox(level, &left, &top, &right, &bottom); + // This is the only place we use double quotes instead of single quotes, + // but it may too late to change for consistency + hocr_str->add_str_int(" title=\"bbox ", left); + hocr_str->add_str_int(" ", top); + hocr_str->add_str_int(" ", right); + hocr_str->add_str_int(" ", bottom); + // Add baseline coordinates & heights for textlines only. + if (level == RIL_TEXTLINE) { + AddBaselineCoordsTohOCR(it, level, hocr_str); + // add custom height measures + float row_height, descenders, ascenders; // row attributes + it->RowAttributes(&row_height, &descenders, &ascenders); + // TODO(rays): Do we want to limit these to a single decimal place? + hocr_str->add_str_double("; x_size ", row_height); + hocr_str->add_str_double("; x_descenders ", descenders * -1); + hocr_str->add_str_double("; x_ascenders ", ascenders); + } + *hocr_str += "\">"; + } + + static void AddBoxToTSV(const PageIterator* it, PageIteratorLevel level, + STRING* hocr_str) { + int left, top, right, bottom; + it->BoundingBox(level, &left, &top, &right, &bottom); + hocr_str->add_str_int("\t", left); + hocr_str->add_str_int("\t", top); + hocr_str->add_str_int("\t", right - left); + hocr_str->add_str_int("\t", bottom - top); + } + + /** + * Make a HTML-formatted string with hOCR markup from the internal + * data structures. + * page_number is 0-based but will appear in the output as 1-based. + * Image name/input_file_ can be set by SetInputName before calling + * GetHOCRText + * STL removed from original patch submission and refactored by rays. + */ + char* TessBaseAPI::GetHOCRText(int page_number) { + return GetHOCRText(NULL, page_number); + } + + /** + * Make a HTML-formatted string with hOCR markup from the internal + * data structures. + * page_number is 0-based but will appear in the output as 1-based. + * Image name/input_file_ can be set by SetInputName before calling + * GetHOCRText + * STL removed from original patch submission and refactored by rays. + */ + char* TessBaseAPI::GetHOCRText(ETEXT_DESC* monitor, int page_number) { + if (tesseract_ == NULL || (page_res_ == NULL && Recognize(monitor) < 0)) + return NULL; + + int lcnt = 1, bcnt = 1, pcnt = 1, wcnt = 1; + int page_id = page_number + 1; // hOCR uses 1-based page numbers. + bool para_is_ltr = true; // Default direction is LTR + const char* paragraph_lang = NULL; + bool font_info = false; + GetBoolVariable("hocr_font_info", &font_info); + + STRING hocr_str(""); + + if (input_file_ == NULL) + SetInputName(NULL); + +#ifdef _WIN32 + // convert input name from ANSI encoding to utf-8 + int str16_len = + MultiByteToWideChar(CP_ACP, 0, input_file_->string(), -1, NULL, 0); + wchar_t *uni16_str = new WCHAR[str16_len]; + str16_len = MultiByteToWideChar(CP_ACP, 0, input_file_->string(), -1, + uni16_str, str16_len); + int utf8_len = WideCharToMultiByte(CP_UTF8, 0, uni16_str, str16_len, NULL, 0, + NULL, NULL); + char *utf8_str = new char[utf8_len]; + WideCharToMultiByte(CP_UTF8, 0, uni16_str, str16_len, utf8_str, + utf8_len, NULL, NULL); + *input_file_ = utf8_str; + delete[] uni16_str; + delete[] utf8_str; +#endif + + hocr_str += "
string()); + } + else { + hocr_str += "unknown"; + } + hocr_str.add_str_int("\"; bbox ", rect_left_); + hocr_str.add_str_int(" ", rect_top_); + hocr_str.add_str_int(" ", rect_width_); + hocr_str.add_str_int(" ", rect_height_); + hocr_str.add_str_int("; ppageno ", page_number); + hocr_str += "'>\n"; + + ResultIterator *res_it = GetIterator(); + while (!res_it->Empty(RIL_BLOCK)) { + if (res_it->Empty(RIL_WORD)) { + res_it->Next(RIL_WORD); + continue; + } + + // Open any new block/paragraph/textline. + if (res_it->IsAtBeginningOf(RIL_BLOCK)) { + para_is_ltr = true; // reset to default direction + hocr_str += "
IsAtBeginningOf(RIL_PARA)) { + hocr_str += "\n

ParagraphIsLtr(); + if (!para_is_ltr) { + hocr_str += " dir='rtl'"; + } + AddIdTohOCR(&hocr_str, "par", page_id, pcnt); + paragraph_lang = res_it->WordRecognitionLanguage(); + if (paragraph_lang) { + hocr_str += " lang='"; + hocr_str += paragraph_lang; + hocr_str += "'"; + } + AddBoxTohOCR(res_it, RIL_PARA, &hocr_str); + } + if (res_it->IsAtBeginningOf(RIL_TEXTLINE)) { + hocr_str += "\n BoundingBox(RIL_WORD, &left, &top, &right, &bottom); + font_name = res_it->WordFontAttributes(&bold, &italic, &underlined, + &monospace, &serif, &smallcaps, + &pointsize, &font_id); + hocr_str.add_str_int(" title='bbox ", left); + hocr_str.add_str_int(" ", top); + hocr_str.add_str_int(" ", right); + hocr_str.add_str_int(" ", bottom); + hocr_str.add_str_int("; x_wconf ", res_it->Confidence(RIL_WORD)); + if (font_info) { + if (font_name) { + hocr_str += "; x_font "; + hocr_str += HOcrEscape(font_name); + } + hocr_str.add_str_int("; x_fsize ", pointsize); + } + hocr_str += "'"; + const char* lang = res_it->WordRecognitionLanguage(); + if (lang && (!paragraph_lang || strcmp(lang, paragraph_lang))) { + hocr_str += " lang='"; + hocr_str += lang; + hocr_str += "'"; + } + switch (res_it->WordDirection()) { + // Only emit direction if different from current paragraph direction + case DIR_LEFT_TO_RIGHT: + if (!para_is_ltr) hocr_str += " dir='ltr'"; + break; + case DIR_RIGHT_TO_LEFT: + if (para_is_ltr) hocr_str += " dir='rtl'"; + break; + case DIR_MIX: + case DIR_NEUTRAL: + default: // Do nothing. + break; + } + hocr_str += ">"; + bool last_word_in_line = res_it->IsAtFinalElement(RIL_TEXTLINE, RIL_WORD); + bool last_word_in_para = res_it->IsAtFinalElement(RIL_PARA, RIL_WORD); + bool last_word_in_block = res_it->IsAtFinalElement(RIL_BLOCK, RIL_WORD); + if (bold) hocr_str += ""; + if (italic) hocr_str += ""; + do { + const char *grapheme = res_it->GetUTF8Text(RIL_SYMBOL); + if (grapheme && grapheme[0] != 0) { + hocr_str += HOcrEscape(grapheme); + } + delete[]grapheme; + res_it->Next(RIL_SYMBOL); + } while (!res_it->Empty(RIL_BLOCK) && !res_it->IsAtBeginningOf(RIL_WORD)); + if (italic) hocr_str += ""; + if (bold) hocr_str += ""; + hocr_str += " "; + wcnt++; + // Close any ending block/paragraph/textline. + if (last_word_in_line) { + hocr_str += "\n "; + lcnt++; + } + if (last_word_in_para) { + hocr_str += "\n

\n"; + pcnt++; + para_is_ltr = true; // back to default direction + } + if (last_word_in_block) { + hocr_str += "
\n"; + bcnt++; + } + } + hocr_str += "
\n"; + + char *ret = new char[hocr_str.length() + 1]; + strcpy(ret, hocr_str.string()); + delete res_it; + return ret; + } + + /** + * Make a TSV-formatted string from the internal data structures. + * page_number is 0-based but will appear in the output as 1-based. + */ + char* TessBaseAPI::GetTSVText(int page_number) { + if (tesseract_ == NULL || (page_res_ == NULL && Recognize(NULL) < 0)) + return NULL; + + int lcnt = 1, bcnt = 1, pcnt = 1, wcnt = 1; + int page_id = page_number + 1; // we use 1-based page numbers. + + STRING tsv_str(""); + + int page_num = page_id, block_num = 0, par_num = 0, line_num = 0, + word_num = 0; + + tsv_str.add_str_int("1\t", page_num); // level 1 - page + tsv_str.add_str_int("\t", block_num); + tsv_str.add_str_int("\t", par_num); + tsv_str.add_str_int("\t", line_num); + tsv_str.add_str_int("\t", word_num); + tsv_str.add_str_int("\t", rect_left_); + tsv_str.add_str_int("\t", rect_top_); + tsv_str.add_str_int("\t", rect_width_); + tsv_str.add_str_int("\t", rect_height_); + tsv_str += "\t-1\t\n"; + + ResultIterator* res_it = GetIterator(); + while (!res_it->Empty(RIL_BLOCK)) { + if (res_it->Empty(RIL_WORD)) { + res_it->Next(RIL_WORD); + continue; + } + + // Add rows for any new block/paragraph/textline. + if (res_it->IsAtBeginningOf(RIL_BLOCK)) { + block_num++, par_num = 0, line_num = 0, word_num = 0; + tsv_str.add_str_int("2\t", page_num); // level 2 - block + tsv_str.add_str_int("\t", block_num); + tsv_str.add_str_int("\t", par_num); + tsv_str.add_str_int("\t", line_num); + tsv_str.add_str_int("\t", word_num); + AddBoxToTSV(res_it, RIL_BLOCK, &tsv_str); + tsv_str += "\t-1\t\n"; // end of row for block + } + if (res_it->IsAtBeginningOf(RIL_PARA)) { + par_num++, line_num = 0, word_num = 0; + tsv_str.add_str_int("3\t", page_num); // level 3 - paragraph + tsv_str.add_str_int("\t", block_num); + tsv_str.add_str_int("\t", par_num); + tsv_str.add_str_int("\t", line_num); + tsv_str.add_str_int("\t", word_num); + AddBoxToTSV(res_it, RIL_PARA, &tsv_str); + tsv_str += "\t-1\t\n"; // end of row for para + } + if (res_it->IsAtBeginningOf(RIL_TEXTLINE)) { + line_num++, word_num = 0; + tsv_str.add_str_int("4\t", page_num); // level 4 - line + tsv_str.add_str_int("\t", block_num); + tsv_str.add_str_int("\t", par_num); + tsv_str.add_str_int("\t", line_num); + tsv_str.add_str_int("\t", word_num); + AddBoxToTSV(res_it, RIL_TEXTLINE, &tsv_str); + tsv_str += "\t-1\t\n"; // end of row for line + } + + // Now, process the word... + int left, top, right, bottom; + bool bold, italic, underlined, monospace, serif, smallcaps; + int pointsize, font_id; + const char* font_name; + res_it->BoundingBox(RIL_WORD, &left, &top, &right, &bottom); + font_name = + res_it->WordFontAttributes(&bold, &italic, &underlined, &monospace, + &serif, &smallcaps, &pointsize, &font_id); + word_num++; + tsv_str.add_str_int("5\t", page_num); // level 5 - word + tsv_str.add_str_int("\t", block_num); + tsv_str.add_str_int("\t", par_num); + tsv_str.add_str_int("\t", line_num); + tsv_str.add_str_int("\t", word_num); + tsv_str.add_str_int("\t", left); + tsv_str.add_str_int("\t", top); + tsv_str.add_str_int("\t", right - left); + tsv_str.add_str_int("\t", bottom - top); + tsv_str.add_str_int("\t", res_it->Confidence(RIL_WORD)); + tsv_str += "\t"; + + // Increment counts if at end of block/paragraph/textline. + if (res_it->IsAtFinalElement(RIL_TEXTLINE, RIL_WORD)) lcnt++; + if (res_it->IsAtFinalElement(RIL_PARA, RIL_WORD)) pcnt++; + if (res_it->IsAtFinalElement(RIL_BLOCK, RIL_WORD)) bcnt++; + + do { + tsv_str += res_it->GetUTF8Text(RIL_SYMBOL); + res_it->Next(RIL_SYMBOL); + } while (!res_it->Empty(RIL_BLOCK) && !res_it->IsAtBeginningOf(RIL_WORD)); + tsv_str += "\n"; // end of row + wcnt++; + } + + char* ret = new char[tsv_str.length() + 1]; + strcpy(ret, tsv_str.string()); + delete res_it; + return ret; + } + + /** The 5 numbers output for each box (the usual 4 and a page number.) */ + const int kNumbersPerBlob = 5; + /** + * The number of bytes taken by each number. Since we use inT16 for ICOORD, + * assume only 5 digits max. + */ + const int kBytesPerNumber = 5; + /** + * Multiplier for max expected textlength assumes (kBytesPerNumber + space) + * * kNumbersPerBlob plus the newline. Add to this the + * original UTF8 characters, and one kMaxBytesPerLine for safety. + */ + const int kBytesPerBoxFileLine = (kBytesPerNumber + 1) * kNumbersPerBlob + 1; + /** Max bytes in the decimal representation of inT64. */ + const int kBytesPer64BitNumber = 20; + /** + * A maximal single box could occupy kNumbersPerBlob numbers at + * kBytesPer64BitNumber digits (if someone sneaks in a 64 bit value) and a + * space plus the newline and the maximum length of a UNICHAR. + * Test against this on each iteration for safety. + */ + const int kMaxBytesPerLine = kNumbersPerBlob * (kBytesPer64BitNumber + 1) + 1 + + UNICHAR_LEN; + + /** + * The recognized text is returned as a char* which is coded + * as a UTF8 box file and must be freed with the delete [] operator. + * page_number is a 0-base page index that will appear in the box file. + */ + char* TessBaseAPI::GetBoxText(int page_number) { + if (tesseract_ == NULL || + (!recognition_done_ && Recognize(NULL) < 0)) + return NULL; + int blob_count; + int utf8_length = TextLength(&blob_count); + int total_length = blob_count * kBytesPerBoxFileLine + utf8_length + + kMaxBytesPerLine; + char* result = new char[total_length]; + result[0] = '\0'; + int output_length = 0; + LTRResultIterator* it = GetLTRIterator(); + do { + int left, top, right, bottom; + if (it->BoundingBox(RIL_SYMBOL, &left, &top, &right, &bottom)) { + char* text = it->GetUTF8Text(RIL_SYMBOL); + // Tesseract uses space for recognition failure. Fix to a reject + // character, kTesseractReject so we don't create illegal box files. + for (int i = 0; text[i] != '\0'; ++i) { + if (text[i] == ' ') + text[i] = kTesseractReject; + } + snprintf(result + output_length, total_length - output_length, + "%s %d %d %d %d %d\n", + text, left, image_height_ - bottom, + right, image_height_ - top, page_number); + output_length += strlen(result + output_length); + delete[] text; + // Just in case... + if (output_length + kMaxBytesPerLine > total_length) + break; + } + } while (it->Next(RIL_SYMBOL)); + delete it; + return result; + } + + /** + * Conversion table for non-latin characters. + * Maps characters out of the latin set into the latin set. + * TODO(rays) incorporate this translation into unicharset. + */ + const int kUniChs[] = { + 0x20ac, 0x201c, 0x201d, 0x2018, 0x2019, 0x2022, 0x2014, 0 + }; + /** Latin chars corresponding to the unicode chars above. */ + const int kLatinChs[] = { + 0x00a2, 0x0022, 0x0022, 0x0027, 0x0027, 0x00b7, 0x002d, 0 + }; + + /** + * The recognized text is returned as a char* which is coded + * as UNLV format Latin-1 with specific reject and suspect codes + * and must be freed with the delete [] operator. + */ + char* TessBaseAPI::GetUNLVText() { + if (tesseract_ == NULL || + (!recognition_done_ && Recognize(NULL) < 0)) + return NULL; + bool tilde_crunch_written = false; + bool last_char_was_newline = true; + bool last_char_was_tilde = false; + + int total_length = TextLength(NULL); + PAGE_RES_IT page_res_it(page_res_); + char* result = new char[total_length]; + char* ptr = result; + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + WERD_RES *word = page_res_it.word(); + // Process the current word. + if (word->unlv_crunch_mode != CR_NONE) { + if (word->unlv_crunch_mode != CR_DELETE && + (!tilde_crunch_written || + (word->unlv_crunch_mode == CR_KEEP_SPACE && + word->word->space() > 0 && + !word->word->flag(W_FUZZY_NON) && + !word->word->flag(W_FUZZY_SP)))) { + if (!word->word->flag(W_BOL) && + word->word->space() > 0 && + !word->word->flag(W_FUZZY_NON) && + !word->word->flag(W_FUZZY_SP)) { + /* Write a space to separate from preceding good text */ + *ptr++ = ' '; + last_char_was_tilde = false; + } + if (!last_char_was_tilde) { + // Write a reject char. + last_char_was_tilde = true; + *ptr++ = kUNLVReject; + tilde_crunch_written = true; + last_char_was_newline = false; + } + } + } + else { + // NORMAL PROCESSING of non tilde crunched words. + tilde_crunch_written = false; + tesseract_->set_unlv_suspects(word); + const char* wordstr = word->best_choice->unichar_string().string(); + const STRING& lengths = word->best_choice->unichar_lengths(); + int length = lengths.length(); + int i = 0; + int offset = 0; + + if (last_char_was_tilde && + word->word->space() == 0 && wordstr[offset] == ' ') { + // Prevent adjacent tilde across words - we know that adjacent tildes + // within words have been removed. + // Skip the first character. + offset = lengths[i++]; + } + if (i < length && wordstr[offset] != 0) { + if (!last_char_was_newline) + *ptr++ = ' '; + else + last_char_was_newline = false; + for (; i < length; offset += lengths[i++]) { + if (wordstr[offset] == ' ' || + wordstr[offset] == kTesseractReject) { + *ptr++ = kUNLVReject; + last_char_was_tilde = true; + } + else { + if (word->reject_map[i].rejected()) + *ptr++ = kUNLVSuspect; + UNICHAR ch(wordstr + offset, lengths[i]); + int uni_ch = ch.first_uni(); + for (int j = 0; kUniChs[j] != 0; ++j) { + if (kUniChs[j] == uni_ch) { + uni_ch = kLatinChs[j]; + break; + } + } + if (uni_ch <= 0xff) { + *ptr++ = static_cast(uni_ch); + last_char_was_tilde = false; + } + else { + *ptr++ = kUNLVReject; + last_char_was_tilde = true; + } + } + } + } + } + if (word->word->flag(W_EOL) && !last_char_was_newline) { + /* Add a new line output */ + *ptr++ = '\n'; + tilde_crunch_written = false; + last_char_was_newline = true; + last_char_was_tilde = false; + } + } + *ptr++ = '\n'; + *ptr = '\0'; + return result; + } + + /** + * Detect the orientation of the input image and apparent script (alphabet). + * orient_deg is the detected clockwise rotation of the input image in degrees (0, 90, 180, 270) + * orient_conf is the confidence (15.0 is reasonably confident) + * script_name is an ASCII string, the name of the script, e.g. "Latin" + * script_conf is confidence level in the script + * Returns true on success and writes values to each parameter as an output + */ + bool TessBaseAPI::DetectOrientationScript(int* orient_deg, float* orient_conf, const char** script_name, float* script_conf) { + OSResults osr; + + bool osd = DetectOS(&osr); + if (!osd) { + return false; + } + + int orient_id = osr.best_result.orientation_id; + int script_id = osr.get_best_script(orient_id); + if (orient_conf) + *orient_conf = osr.best_result.oconfidence; + if (orient_deg) + *orient_deg = orient_id * 90; // convert quadrant to degrees + + if (script_name) { + const char* script = + osr.unicharset->get_script_from_script_id(script_id); + + *script_name = script; + } + + if (script_conf) + *script_conf = osr.best_result.sconfidence; + + return true; + } + + /** + * The recognized text is returned as a char* which is coded + * as UTF8 and must be freed with the delete [] operator. + * page_number is a 0-based page index that will appear in the osd file. + */ + char* TessBaseAPI::GetOsdText(int page_number) { + int orient_deg; + float orient_conf; + const char* script_name; + float script_conf; + + if (!DetectOrientationScript(&orient_deg, &orient_conf, &script_name, &script_conf)) + return NULL; + + // clockwise rotation needed to make the page upright + int rotate = OrientationIdToValue(orient_deg / 90); + + const int kOsdBufsize = 255; + char* osd_buf = new char[kOsdBufsize]; + snprintf(osd_buf, kOsdBufsize, + "Page number: %d\n" + "Orientation in degrees: %d\n" + "Rotate: %d\n" + "Orientation confidence: %.2f\n" + "Script: %s\n" + "Script confidence: %.2f\n", + page_number, orient_deg, rotate, orient_conf, script_name, + script_conf); + + return osd_buf; + } + + /** Returns the average word confidence for Tesseract page result. */ + int TessBaseAPI::MeanTextConf() { + int* conf = AllWordConfidences(); + if (!conf) return 0; + int sum = 0; + int *pt = conf; + while (*pt >= 0) sum += *pt++; + if (pt != conf) sum /= pt - conf; + delete[] conf; + return sum; + } + + /** Returns an array of all word confidences, terminated by -1. */ + int* TessBaseAPI::AllWordConfidences() { + if (tesseract_ == NULL || + (!recognition_done_ && Recognize(NULL) < 0)) + return NULL; + int n_word = 0; + PAGE_RES_IT res_it(page_res_); + for (res_it.restart_page(); res_it.word() != NULL; res_it.forward()) + n_word++; + + int* conf = new int[n_word + 1]; + n_word = 0; + for (res_it.restart_page(); res_it.word() != NULL; res_it.forward()) { + WERD_RES *word = res_it.word(); + WERD_CHOICE* choice = word->best_choice; + int w_conf = static_cast(100 + 5 * choice->certainty()); + // This is the eq for converting Tesseract confidence to 1..100 + if (w_conf < 0) w_conf = 0; + if (w_conf > 100) w_conf = 100; + conf[n_word++] = w_conf; + } + conf[n_word] = -1; + return conf; + } + + /** + * Applies the given word to the adaptive classifier if possible. + * The word must be SPACE-DELIMITED UTF-8 - l i k e t h i s , so it can + * tell the boundaries of the graphemes. + * Assumes that SetImage/SetRectangle have been used to set the image + * to the given word. The mode arg should be PSM_SINGLE_WORD or + * PSM_CIRCLE_WORD, as that will be used to control layout analysis. + * The currently set PageSegMode is preserved. + * Returns false if adaption was not possible for some reason. + */ + bool TessBaseAPI::AdaptToWordStr(PageSegMode mode, const char* wordstr) { + int debug = 0; + GetIntVariable("applybox_debug", &debug); + bool success = true; + PageSegMode current_psm = GetPageSegMode(); + SetPageSegMode(mode); + SetVariable("classify_enable_learning", "0"); + char* text = GetUTF8Text(); + if (debug) { + tprintf("Trying to adapt \"%s\" to \"%s\"\n", text, wordstr); + } + if (text != NULL) { + PAGE_RES_IT it(page_res_); + WERD_RES* word_res = it.word(); + if (word_res != NULL) { + word_res->word->set_text(wordstr); + } + else { + success = false; + } + // Check to see if text matches wordstr. + int w = 0; + int t = 0; + for (t = 0; text[t] != '\0'; ++t) { + if (text[t] == '\n' || text[t] == ' ') + continue; + while (wordstr[w] != '\0' && wordstr[w] == ' ') + ++w; + if (text[t] != wordstr[w]) + break; + ++w; + } + if (text[t] != '\0' || wordstr[w] != '\0') { + // No match. + delete page_res_; + GenericVector boxes; + page_res_ = tesseract_->SetupApplyBoxes(boxes, block_list_); + tesseract_->ReSegmentByClassification(page_res_); + tesseract_->TidyUp(page_res_); + PAGE_RES_IT pr_it(page_res_); + if (pr_it.word() == NULL) + success = false; + else + word_res = pr_it.word(); + } + else { + word_res->BestChoiceToCorrectText(); + } + if (success) { + tesseract_->EnableLearning = true; + tesseract_->LearnWord(NULL, word_res); + } + delete[] text; + } + else { + success = false; + } + SetPageSegMode(current_psm); + return success; + } + + /** + * Free up recognition results and any stored image data, without actually + * freeing any recognition data that would be time-consuming to reload. + * Afterwards, you must call SetImage or TesseractRect before doing + * any Recognize or Get* operation. + */ + void TessBaseAPI::Clear() { + if (thresholder_ != NULL) + thresholder_->Clear(); + ClearResults(); + if (tesseract_ != NULL) SetInputImage(NULL); + } + + /** + * Close down tesseract and free up all memory. End() is equivalent to + * destructing and reconstructing your TessBaseAPI. + * Once End() has been used, none of the other API functions may be used + * other than Init and anything declared above it in the class definition. + */ + void TessBaseAPI::End() { + Clear(); + delete thresholder_; + thresholder_ = NULL; + delete page_res_; + page_res_ = NULL; + delete block_list_; + block_list_ = NULL; + if (paragraph_models_ != NULL) { + paragraph_models_->delete_data_pointers(); + delete paragraph_models_; + paragraph_models_ = NULL; + } + if (osd_tesseract_ == tesseract_) + osd_tesseract_ = NULL; + delete tesseract_; + tesseract_ = NULL; + delete osd_tesseract_; + osd_tesseract_ = NULL; + delete equ_detect_; + equ_detect_ = NULL; + delete input_file_; + input_file_ = NULL; + delete output_file_; + output_file_ = NULL; + delete datapath_; + datapath_ = NULL; + delete language_; + language_ = NULL; + } + + // Clear any library-level memory caches. + // There are a variety of expensive-to-load constant data structures (mostly + // language dictionaries) that are cached globally -- surviving the Init() + // and End() of individual TessBaseAPI's. This function allows the clearing + // of these caches. + void TessBaseAPI::ClearPersistentCache() { + Dict::GlobalDawgCache()->DeleteUnusedDawgs(); + } + + /** + * Check whether a word is valid according to Tesseract's language model + * returns 0 if the word is invalid, non-zero if valid + */ + int TessBaseAPI::IsValidWord(const char *word) { + return tesseract_->getDict().valid_word(word); + } + // Returns true if utf8_character is defined in the UniCharset. + bool TessBaseAPI::IsValidCharacter(const char *utf8_character) { + return tesseract_->unicharset.contains_unichar(utf8_character); + } + + + // TODO(rays) Obsolete this function and replace with a more aptly named + // function that returns image coordinates rather than tesseract coordinates. + bool TessBaseAPI::GetTextDirection(int* out_offset, float* out_slope) { + PageIterator* it = AnalyseLayout(); + if (it == NULL) { + return false; + } + int x1, x2, y1, y2; + it->Baseline(RIL_TEXTLINE, &x1, &y1, &x2, &y2); + // Calculate offset and slope (NOTE: Kind of ugly) + if (x2 <= x1) x2 = x1 + 1; + // Convert the point pair to slope/offset of the baseline (in image coords.) + *out_slope = static_cast(y2 - y1) / (x2 - x1); + *out_offset = static_cast(y1 - *out_slope * x1); + // Get the y-coord of the baseline at the left and right edges of the + // textline's bounding box. + int left, top, right, bottom; + if (!it->BoundingBox(RIL_TEXTLINE, &left, &top, &right, &bottom)) { + delete it; + return false; + } + int left_y = IntCastRounded(*out_slope * left + *out_offset); + int right_y = IntCastRounded(*out_slope * right + *out_offset); + // Shift the baseline down so it passes through the nearest bottom-corner + // of the textline's bounding box. This is the difference between the y + // at the lowest (max) edge of the box and the actual box bottom. + *out_offset += bottom - MAX(left_y, right_y); + // Switch back to bottom-up tesseract coordinates. Requires negation of + // the slope and height - offset for the offset. + *out_slope = -*out_slope; + *out_offset = rect_height_ - *out_offset; + delete it; + + return true; + } + + /** Sets Dict::letter_is_okay_ function to point to the given function. */ + void TessBaseAPI::SetDictFunc(DictFunc f) { + if (tesseract_ != NULL) { + tesseract_->getDict().letter_is_okay_ = f; + } + } + + /** + * Sets Dict::probability_in_context_ function to point to the given + * function. + * + * @param f A single function that returns the probability of the current + * "character" (in general a utf-8 string), given the context of a previous + * utf-8 string. + */ + void TessBaseAPI::SetProbabilityInContextFunc(ProbabilityInContextFunc f) { + if (tesseract_ != NULL) { + tesseract_->getDict().probability_in_context_ = f; + // Set it for the sublangs too. + int num_subs = tesseract_->num_sub_langs(); + for (int i = 0; i < num_subs; ++i) { + tesseract_->get_sub_lang(i)->getDict().probability_in_context_ = f; + } + } + } + + /** Sets Wordrec::fill_lattice_ function to point to the given function. */ + void TessBaseAPI::SetFillLatticeFunc(FillLatticeFunc f) { + if (tesseract_ != NULL) tesseract_->fill_lattice_ = f; + } + + /** Common code for setting the image. */ + bool TessBaseAPI::InternalSetImage() { + if (tesseract_ == NULL) { + tprintf("Please call Init before attempting to set an image."); + return false; + } + if (thresholder_ == NULL) + thresholder_ = new ImageThresholder; + ClearResults(); + return true; + } + + /** + * Run the thresholder to make the thresholded image, returned in pix, + * which must not be NULL. *pix must be initialized to NULL, or point + * to an existing pixDestroyable Pix. + * The usual argument to Threshold is Tesseract::mutable_pix_binary(). + */ + void TessBaseAPI::Threshold(Pix** pix) { + ASSERT_HOST(pix != NULL); + if (*pix != NULL) + pixDestroy(pix); + // Zero resolution messes up the algorithms, so make sure it is credible. + int y_res = thresholder_->GetScaledYResolution(); + if (y_res < kMinCredibleResolution || y_res > kMaxCredibleResolution) { + // Use the minimum default resolution, as it is safer to under-estimate + // than over-estimate resolution. + tprintf("Warning. Invalid resolution %d dpi. Using %d instead.\n", + y_res, kMinCredibleResolution); + thresholder_->SetSourceYResolution(kMinCredibleResolution); + } + PageSegMode pageseg_mode = + static_cast( + static_cast(tesseract_->tessedit_pageseg_mode)); + thresholder_->ThresholdToPix(pageseg_mode, pix); + thresholder_->GetImageSizes(&rect_left_, &rect_top_, + &rect_width_, &rect_height_, + &image_width_, &image_height_); + if (!thresholder_->IsBinary()) { + tesseract_->set_pix_thresholds(thresholder_->GetPixRectThresholds()); + tesseract_->set_pix_grey(thresholder_->GetPixRectGrey()); + } + else { + tesseract_->set_pix_thresholds(NULL); + tesseract_->set_pix_grey(NULL); + } + // Set the internal resolution that is used for layout parameters from the + // estimated resolution, rather than the image resolution, which may be + // fabricated, but we will use the image resolution, if there is one, to + // report output point sizes. + int estimated_res = ClipToRange(thresholder_->GetScaledEstimatedResolution(), + kMinCredibleResolution, + kMaxCredibleResolution); + if (estimated_res != thresholder_->GetScaledEstimatedResolution()) { + tprintf("Estimated resolution %d out of range! Corrected to %d\n", + thresholder_->GetScaledEstimatedResolution(), estimated_res); + } + tesseract_->set_source_resolution(estimated_res); + SavePixForCrash(estimated_res, *pix); + } + + /** Find lines from the image making the BLOCK_LIST. */ + int TessBaseAPI::FindLines() { + if (thresholder_ == NULL || thresholder_->IsEmpty()) { + tprintf("Please call SetImage before attempting recognition."); + return -1; + } + if (recognition_done_) + ClearResults(); + if (!block_list_->empty()) { + return 0; + } + if (tesseract_ == NULL) { + tesseract_ = new Tesseract; + tesseract_->InitAdaptiveClassifier(false); + } + if (tesseract_->pix_binary() == NULL) + Threshold(tesseract_->mutable_pix_binary()); + if (tesseract_->ImageWidth() > MAX_INT16 || + tesseract_->ImageHeight() > MAX_INT16) { + tprintf("Image too large: (%d, %d)\n", + tesseract_->ImageWidth(), tesseract_->ImageHeight()); + return -1; + } + + tesseract_->PrepareForPageseg(); + + if (tesseract_->textord_equation_detect) { + if (equ_detect_ == NULL && datapath_ != NULL) { + equ_detect_ = new EquationDetect(datapath_->string(), NULL); + } + tesseract_->SetEquationDetect(equ_detect_); + } + + Tesseract* osd_tess = osd_tesseract_; + OSResults osr; + if (PSM_OSD_ENABLED(tesseract_->tessedit_pageseg_mode) && osd_tess == NULL) { + if (strcmp(language_->string(), "osd") == 0) { + osd_tess = tesseract_; + } + else { + osd_tesseract_ = new Tesseract; + if (osd_tesseract_->init_tesseract( + datapath_->string(), NULL, "osd", OEM_TESSERACT_ONLY, + NULL, 0, NULL, NULL, false) == 0) { + osd_tess = osd_tesseract_; + osd_tesseract_->set_source_resolution( + thresholder_->GetSourceYResolution()); + } + else { + tprintf("Warning: Auto orientation and script detection requested," + " but osd language failed to load\n"); + delete osd_tesseract_; + osd_tesseract_ = NULL; + } + } + } + + if (tesseract_->SegmentPage(input_file_, block_list_, osd_tess, &osr) < 0) + return -1; + // If Devanagari is being recognized, we use different images for page seg + // and for OCR. + tesseract_->PrepareForTessOCR(block_list_, osd_tess, &osr); + return osr.best_result.orientation_id; + return 0; + } + + /** Delete the pageres and clear the block list ready for a new page. */ + void TessBaseAPI::ClearResults() { + if (tesseract_ != NULL) { + tesseract_->Clear(); + } + if (page_res_ != NULL) { + delete page_res_; + page_res_ = NULL; + } + recognition_done_ = false; + if (block_list_ == NULL) + block_list_ = new BLOCK_LIST; + else + block_list_->clear(); + if (paragraph_models_ != NULL) { + paragraph_models_->delete_data_pointers(); + delete paragraph_models_; + paragraph_models_ = NULL; + } + SavePixForCrash(0, NULL); + } + + /** + * Return the length of the output text string, as UTF8, assuming + * liberally two spacing marks after each word (as paragraphs end with two + * newlines), and assuming a single character reject marker for each rejected + * character. + * Also return the number of recognized blobs in blob_count. + */ + int TessBaseAPI::TextLength(int* blob_count) { + if (tesseract_ == NULL || page_res_ == NULL) + return 0; + + PAGE_RES_IT page_res_it(page_res_); + int total_length = 2; + int total_blobs = 0; + // Iterate over the data structures to extract the recognition result. + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + WERD_RES *word = page_res_it.word(); + WERD_CHOICE* choice = word->best_choice; + if (choice != NULL) { + total_blobs += choice->length() + 2; + total_length += choice->unichar_string().length() + 2; + for (int i = 0; i < word->reject_map.length(); ++i) { + if (word->reject_map[i].rejected()) + ++total_length; + } + } + } + if (blob_count != NULL) + *blob_count = total_blobs; + return total_length; + } + + /** + * Estimates the Orientation And Script of the image. + * Returns true if the image was processed successfully. + */ + bool TessBaseAPI::DetectOS(OSResults* osr) { + if (tesseract_ == NULL) + return false; + ClearResults(); + if (tesseract_->pix_binary() == NULL) + Threshold(tesseract_->mutable_pix_binary()); + if (input_file_ == NULL) + input_file_ = new STRING(kInputFile); + return orientation_and_script_detection(*input_file_, osr, tesseract_); + } + + void TessBaseAPI::set_min_orientation_margin(double margin) { + tesseract_->min_orientation_margin.set_value(margin); + } + + /** + * Return text orientation of each block as determined in an earlier page layout + * analysis operation. Orientation is returned as the number of ccw 90-degree + * rotations (in [0..3]) required to make the text in the block upright + * (readable). Note that this may not necessary be the block orientation + * preferred for recognition (such as the case of vertical CJK text). + * + * Also returns whether the text in the block is believed to have vertical + * writing direction (when in an upright page orientation). + * + * The returned array is of length equal to the number of text blocks, which may + * be less than the total number of blocks. The ordering is intended to be + * consistent with GetTextLines(). + */ + void TessBaseAPI::GetBlockTextOrientations(int** block_orientation, + bool** vertical_writing) { + delete[] * block_orientation; + *block_orientation = NULL; + delete[] * vertical_writing; + *vertical_writing = NULL; + BLOCK_IT block_it(block_list_); + + block_it.move_to_first(); + int num_blocks = 0; + for (block_it.mark_cycle_pt(); !block_it.cycled_list(); block_it.forward()) { + if (!block_it.data()->poly_block()->IsText()) { + continue; + } + ++num_blocks; + } + if (!num_blocks) { + tprintf("WARNING: Found no blocks\n"); + return; + } + *block_orientation = new int[num_blocks]; + *vertical_writing = new bool[num_blocks]; + block_it.move_to_first(); + int i = 0; + for (block_it.mark_cycle_pt(); !block_it.cycled_list(); + block_it.forward()) { + if (!block_it.data()->poly_block()->IsText()) { + continue; + } + FCOORD re_rotation = block_it.data()->re_rotation(); + float re_theta = re_rotation.angle(); + FCOORD classify_rotation = block_it.data()->classify_rotation(); + float classify_theta = classify_rotation.angle(); + double rot_theta = -(re_theta - classify_theta) * 2.0 / PI; + if (rot_theta < 0) rot_theta += 4; + int num_rotations = static_cast(rot_theta + 0.5); + (*block_orientation)[i] = num_rotations; + // The classify_rotation is non-zero only if the text has vertical + // writing direction. + (*vertical_writing)[i] = classify_rotation.y() != 0.0f; + ++i; + } + } + + // ____________________________________________________________________________ + // Ocropus add-ons. + + /** Find lines from the image making the BLOCK_LIST. */ + BLOCK_LIST* TessBaseAPI::FindLinesCreateBlockList() { + FindLines(); + BLOCK_LIST* result = block_list_; + block_list_ = NULL; + return result; + } + + /** + * Delete a block list. + * This is to keep BLOCK_LIST pointer opaque + * and let go of including the other headers. + */ + void TessBaseAPI::DeleteBlockList(BLOCK_LIST *block_list) { + delete block_list; + } + + + ROW *TessBaseAPI::MakeTessOCRRow(float baseline, + float xheight, + float descender, + float ascender) { + inT32 xstarts[] = { -32000 }; + double quad_coeffs[] = { 0, 0, baseline }; + return new ROW(1, + xstarts, + quad_coeffs, + xheight, + ascender - (baseline + xheight), + descender - baseline, + 0, + 0); + } + + /** Creates a TBLOB* from the whole pix. */ + TBLOB *TessBaseAPI::MakeTBLOB(Pix *pix) { + int width = pixGetWidth(pix); + int height = pixGetHeight(pix); + BLOCK block("a character", TRUE, 0, 0, 0, 0, width, height); + + // Create C_BLOBs from the page + extract_edges(pix, &block); + + // Merge all C_BLOBs + C_BLOB_LIST *list = block.blob_list(); + C_BLOB_IT c_blob_it(list); + if (c_blob_it.empty()) + return NULL; + // Move all the outlines to the first blob. + C_OUTLINE_IT ol_it(c_blob_it.data()->out_list()); + for (c_blob_it.forward(); + !c_blob_it.at_first(); + c_blob_it.forward()) { + C_BLOB *c_blob = c_blob_it.data(); + ol_it.add_list_after(c_blob->out_list()); + } + // Convert the first blob to the output TBLOB. + return TBLOB::PolygonalCopy(false, c_blob_it.data()); + } + + /** + * This method baseline normalizes a TBLOB in-place. The input row is used + * for normalization. The denorm is an optional parameter in which the + * normalization-antidote is returned. + */ + void TessBaseAPI::NormalizeTBLOB(TBLOB *tblob, ROW *row, bool numeric_mode) { + TBOX box = tblob->bounding_box(); + float x_center = (box.left() + box.right()) / 2.0f; + float baseline = row->base_line(x_center); + float scale = kBlnXHeight / row->x_height(); + tblob->Normalize(NULL, NULL, NULL, x_center, baseline, scale, scale, + 0.0f, static_cast(kBlnBaselineOffset), false, NULL); + } + + /** + * Return a TBLOB * from the whole pix. + * To be freed later with delete. + */ + TBLOB *make_tesseract_blob(float baseline, float xheight, + float descender, float ascender, + bool numeric_mode, Pix* pix) { + TBLOB *tblob = TessBaseAPI::MakeTBLOB(pix); + + // Normalize TBLOB + ROW *row = + TessBaseAPI::MakeTessOCRRow(baseline, xheight, descender, ascender); + TessBaseAPI::NormalizeTBLOB(tblob, row, numeric_mode); + delete row; + return tblob; + } + + /** + * Adapt to recognize the current image as the given character. + * The image must be preloaded into pix_binary_ and be just an image + * of a single character. + */ + void TessBaseAPI::AdaptToCharacter(const char *unichar_repr, + int length, + float baseline, + float xheight, + float descender, + float ascender) { + UNICHAR_ID id = tesseract_->unicharset.unichar_to_id(unichar_repr, length); + TBLOB *blob = make_tesseract_blob(baseline, xheight, descender, ascender, + tesseract_->classify_bln_numeric_mode, + tesseract_->pix_binary()); + float threshold; + float best_rating = -100; + + + // Classify to get a raw choice. + BLOB_CHOICE_LIST choices; + tesseract_->AdaptiveClassifier(blob, &choices); + BLOB_CHOICE_IT choice_it; + choice_it.set_to_list(&choices); + for (choice_it.mark_cycle_pt(); !choice_it.cycled_list(); + choice_it.forward()) { + if (choice_it.data()->rating() > best_rating) { + best_rating = choice_it.data()->rating(); + } + } + + threshold = tesseract_->matcher_good_threshold; + + if (blob->outlines) + tesseract_->AdaptToChar(blob, id, kUnknownFontinfoId, threshold, + tesseract_->AdaptedTemplates); + delete blob; + } + + + PAGE_RES* TessBaseAPI::RecognitionPass1(BLOCK_LIST* block_list) { + PAGE_RES *page_res = new PAGE_RES(false, block_list, + &(tesseract_->prev_word_best_choice_)); + tesseract_->recog_all_words(page_res, NULL, NULL, NULL, 1); + return page_res; + } + + PAGE_RES* TessBaseAPI::RecognitionPass2(BLOCK_LIST* block_list, + PAGE_RES* pass1_result) { + if (!pass1_result) + pass1_result = new PAGE_RES(false, block_list, + &(tesseract_->prev_word_best_choice_)); + tesseract_->recog_all_words(pass1_result, NULL, NULL, NULL, 2); + return pass1_result; + } + + void TessBaseAPI::DetectParagraphs(bool after_text_recognition) { + int debug_level = 0; + GetIntVariable("paragraph_debug_level", &debug_level); + if (paragraph_models_ == NULL) + paragraph_models_ = new GenericVector; + MutableIterator *result_it = GetMutableIterator(); + do { // Detect paragraphs for this block + GenericVector models; + ::tesseract::DetectParagraphs(debug_level, after_text_recognition, + result_it, &models); + *paragraph_models_ += models; + } while (result_it->Next(RIL_BLOCK)); + delete result_it; + } + + struct TESS_CHAR : ELIST_LINK { + char *unicode_repr; + int length; // of unicode_repr + float cost; + TBOX box; + + TESS_CHAR(float _cost, const char *repr, int len = -1) : cost(_cost) { + length = (len == -1 ? strlen(repr) : len); + unicode_repr = new char[length + 1]; + strncpy(unicode_repr, repr, length); + } + + TESS_CHAR() { // Satisfies ELISTIZE. + } + ~TESS_CHAR() { + delete[] unicode_repr; + } + }; + + ELISTIZEH(TESS_CHAR) + ELISTIZE(TESS_CHAR) + + static void add_space(TESS_CHAR_IT* it) { + TESS_CHAR *t = new TESS_CHAR(0, " "); + it->add_after_then_move(t); + } + + + static float rating_to_cost(float rating) { + rating = 100 + rating; + // cuddled that to save from coverage profiler + // (I have never seen ratings worse than -100, + // but the check won't hurt) + if (rating < 0) rating = 0; + return rating; + } + + /** + * Extract the OCR results, costs (penalty points for uncertainty), + * and the bounding boxes of the characters. + */ + static void extract_result(TESS_CHAR_IT* out, + PAGE_RES* page_res) { + PAGE_RES_IT page_res_it(page_res); + int word_count = 0; + while (page_res_it.word() != NULL) { + WERD_RES *word = page_res_it.word(); + const char *str = word->best_choice->unichar_string().string(); + const char *len = word->best_choice->unichar_lengths().string(); + TBOX real_rect = word->word->bounding_box(); + + if (word_count) + add_space(out); + int n = strlen(len); + for (int i = 0; i < n; i++) { + TESS_CHAR *tc = new TESS_CHAR(rating_to_cost(word->best_choice->rating()), + str, *len); + tc->box = real_rect.intersection(word->box_word->BlobBox(i)); + out->add_after_then_move(tc); + str += *len; + len++; + } + page_res_it.forward(); + word_count++; + } + } + + /** + * Extract the OCR results, costs (penalty points for uncertainty), + * and the bounding boxes of the characters. + */ + int TessBaseAPI::TesseractExtractResult(char** text, + int** lengths, + float** costs, + int** x0, + int** y0, + int** x1, + int** y1, + PAGE_RES* page_res) { + TESS_CHAR_LIST tess_chars; + TESS_CHAR_IT tess_chars_it(&tess_chars); + extract_result(&tess_chars_it, page_res); + tess_chars_it.move_to_first(); + int n = tess_chars.length(); + int text_len = 0; + *lengths = new int[n]; + *costs = new float[n]; + *x0 = new int[n]; + *y0 = new int[n]; + *x1 = new int[n]; + *y1 = new int[n]; + int i = 0; + for (tess_chars_it.mark_cycle_pt(); + !tess_chars_it.cycled_list(); + tess_chars_it.forward(), i++) { + TESS_CHAR *tc = tess_chars_it.data(); + text_len += (*lengths)[i] = tc->length; + (*costs)[i] = tc->cost; + (*x0)[i] = tc->box.left(); + (*y0)[i] = tc->box.bottom(); + (*x1)[i] = tc->box.right(); + (*y1)[i] = tc->box.top(); + } + char *p = *text = new char[text_len]; + + tess_chars_it.move_to_first(); + for (tess_chars_it.mark_cycle_pt(); + !tess_chars_it.cycled_list(); + tess_chars_it.forward()) { + TESS_CHAR *tc = tess_chars_it.data(); + strncpy(p, tc->unicode_repr, tc->length); + p += tc->length; + } + return n; + } + + /** This method returns the features associated with the input blob. */ + // The resulting features are returned in int_features, which must be + // of size MAX_NUM_INT_FEATURES. The number of features is returned in + // num_features (or 0 if there was a failure). + // On return feature_outline_index is filled with an index of the outline + // corresponding to each feature in int_features. + // TODO(rays) Fix the caller to out outline_counts instead. + void TessBaseAPI::GetFeaturesForBlob(TBLOB* blob, + INT_FEATURE_STRUCT* int_features, + int* num_features, + int* feature_outline_index) { + GenericVector outline_counts; + GenericVector bl_features; + GenericVector cn_features; + INT_FX_RESULT_STRUCT fx_info; + tesseract_->ExtractFeatures(*blob, false, &bl_features, + &cn_features, &fx_info, &outline_counts); + if (cn_features.empty() || cn_features.size() > MAX_NUM_INT_FEATURES) { + *num_features = 0; + return; // Feature extraction failed. + } + *num_features = cn_features.size(); + memcpy(int_features, &cn_features[0], *num_features * sizeof(cn_features[0])); + // TODO(rays) Pass outline_counts back and simplify the calling code. + if (feature_outline_index != NULL) { + int f = 0; + for (int i = 0; i < outline_counts.size(); ++i) { + while (f < outline_counts[i]) + feature_outline_index[f++] = i; + } + } + } + + // This method returns the row to which a box of specified dimensions would + // belong. If no good match is found, it returns NULL. + ROW* TessBaseAPI::FindRowForBox(BLOCK_LIST* blocks, + int left, int top, int right, int bottom) { + TBOX box(left, bottom, right, top); + BLOCK_IT b_it(blocks); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + BLOCK* block = b_it.data(); + if (!box.major_overlap(block->bounding_box())) + continue; + ROW_IT r_it(block->row_list()); + for (r_it.mark_cycle_pt(); !r_it.cycled_list(); r_it.forward()) { + ROW* row = r_it.data(); + if (!box.major_overlap(row->bounding_box())) + continue; + WERD_IT w_it(row->word_list()); + for (w_it.mark_cycle_pt(); !w_it.cycled_list(); w_it.forward()) { + WERD* word = w_it.data(); + if (box.major_overlap(word->bounding_box())) + return row; + } + } + } + return NULL; + } + + /** Method to run adaptive classifier on a blob. */ + void TessBaseAPI::RunAdaptiveClassifier(TBLOB* blob, + int num_max_matches, + int* unichar_ids, + float* ratings, + int* num_matches_returned) { + BLOB_CHOICE_LIST* choices = new BLOB_CHOICE_LIST; + tesseract_->AdaptiveClassifier(blob, choices); + BLOB_CHOICE_IT choices_it(choices); + int& index = *num_matches_returned; + index = 0; + for (choices_it.mark_cycle_pt(); + !choices_it.cycled_list() && index < num_max_matches; + choices_it.forward()) { + BLOB_CHOICE* choice = choices_it.data(); + unichar_ids[index] = choice->unichar_id(); + ratings[index] = choice->rating(); + ++index; + } + *num_matches_returned = index; + delete choices; + } + + /** This method returns the string form of the specified unichar. */ + const char* TessBaseAPI::GetUnichar(int unichar_id) { + return tesseract_->unicharset.id_to_unichar(unichar_id); + } + + /** Return the pointer to the i-th dawg loaded into tesseract_ object. */ + const Dawg *TessBaseAPI::GetDawg(int i) const { + if (tesseract_ == NULL || i >= NumDawgs()) return NULL; + return tesseract_->getDict().GetDawg(i); + } + + /** Return the number of dawgs loaded into tesseract_ object. */ + int TessBaseAPI::NumDawgs() const { + return tesseract_ == NULL ? 0 : tesseract_->getDict().NumDawgs(); + } + +#ifndef NO_CUBE_BUILD + /** Return a pointer to underlying CubeRecoContext object if present. */ + CubeRecoContext *TessBaseAPI::GetCubeRecoContext() const { + return (tesseract_ == NULL) ? NULL : tesseract_->GetCubeRecoContext(); + } +#endif // NO_CUBE_BUILD + + /** Escape a char string - remove <>&"' with HTML codes. */ + STRING HOcrEscape(const char* text) { + STRING ret; + const char *ptr; + for (ptr = text; *ptr; ptr++) { + switch (*ptr) { + case '<': ret += "<"; break; + case '>': ret += ">"; break; + case '&': ret += "&"; break; + case '"': ret += """; break; + case '\'': ret += "'"; break; + default: ret += *ptr; + } + } + return ret; + } + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/api/baseapi.h b/3rdparty/hgOCR/include/api/baseapi.h new file mode 100644 index 00000000..da283cfe --- /dev/null +++ b/3rdparty/hgOCR/include/api/baseapi.h @@ -0,0 +1,922 @@ +/////////////////////////////////////////////////////////////////////// +// File: baseapi.h +// Description: Simple API for calling tesseract. +// Author: Ray Smith +// Created: Fri Oct 06 15:35:01 PDT 2006 +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_API_BASEAPI_H__ +#define TESSERACT_API_BASEAPI_H__ + +#define TESSERACT_VERSION_STR "3.05.02" +#define TESSERACT_VERSION 0x030502 +#define MAKE_VERSION(major, minor, patch) (((major) << 16) | ((minor) << 8) | \ + (patch)) + +#include +// To avoid collision with other typenames include the ABSOLUTE MINIMUM +// complexity of includes here. Use forward declarations wherever possible +// and hide includes of complex types in baseapi.cpp. +#include "platform.h" +#include "apitypes.h" +#include "thresholder.h" +#include "unichar.h" +#include "tesscallback.h" +#include "publictypes.h" +#include "pageiterator.h" +#include "resultiterator.h" + +template class GenericVector; +class PAGE_RES; +class PAGE_RES_IT; +class ParagraphModel; +struct BlamerBundle; +class BLOCK_LIST; +class DENORM; +class MATRIX; +class ROW; +class STRING; +class WERD; +struct Pix; +struct Box; +struct Pixa; +struct Boxa; +class ETEXT_DESC; +struct OSResults; +class TBOX; +class UNICHARSET; +class WERD_CHOICE_LIST; + +struct INT_FEATURE_STRUCT; +typedef INT_FEATURE_STRUCT *INT_FEATURE; +struct TBLOB; + +namespace tesseract { + +#ifndef NO_CUBE_BUILD + class CubeRecoContext; +#endif // NO_CUBE_BUILD + class Dawg; + class Dict; + class EquationDetect; + class PageIterator; + class LTRResultIterator; + class ResultIterator; + class MutableIterator; + class TessResultRenderer; + class Tesseract; + class Trie; + class Wordrec; + + typedef int (Dict::*DictFunc)(void* void_dawg_args, + UNICHAR_ID unichar_id, bool word_end) const; + typedef double (Dict::*ProbabilityInContextFunc)(const char* lang, + const char* context, + int context_bytes, + const char* character, + int character_bytes); + typedef float (Dict::*ParamsModelClassifyFunc)( + const char *lang, void *path); + typedef void (Wordrec::*FillLatticeFunc)(const MATRIX &ratings, + const WERD_CHOICE_LIST &best_choices, + const UNICHARSET &unicharset, + BlamerBundle *blamer_bundle); + typedef TessCallback4 + TruthCallback; + + /** + * Base class for all tesseract APIs. + * Specific classes can add ability to work on different inputs or produce + * different outputs. + * This class is mostly an interface layer on top of the Tesseract instance + * class to hide the data types so that users of this class don't have to + * include any other Tesseract headers. + */ + class TESS_API TessBaseAPI { + public: + TessBaseAPI(); + virtual ~TessBaseAPI(); + + /** + * Returns the version identifier as a static string. Do not delete. + */ + static const char* Version(); + + /** + * If compiled with OpenCL AND an available OpenCL + * device is deemed faster than serial code, then + * "device" is populated with the cl_device_id + * and returns sizeof(cl_device_id) + * otherwise *device=NULL and returns 0. + */ + static size_t getOpenCLDevice(void **device); + + /** + * Writes the thresholded image to stderr as a PBM file on receipt of a + * SIGSEGV, SIGFPE, or SIGBUS signal. (Linux/Unix only). + */ + static void CatchSignals(); + + /** + * Set the name of the input file. Needed for training and + * reading a UNLV zone file, and for searchable PDF output. + */ + void SetInputName(const char* name); + /** + * These functions are required for searchable PDF output. + * We need our hands on the input file so that we can include + * it in the PDF without transcoding. If that is not possible, + * we need the original image. Finally, resolution metadata + * is stored in the PDF so we need that as well. + */ + const char* GetInputName(); + // Takes ownership of the input pix. + void SetInputImage(Pix *pix); + Pix* GetInputImage(); + int GetSourceYResolution(); + const char* GetDatapath(); + + /** Set the name of the bonus output files. Needed only for debugging. */ + void SetOutputName(const char* name); + + /** + * Set the value of an internal "parameter." + * Supply the name of the parameter and the value as a string, just as + * you would in a config file. + * Returns false if the name lookup failed. + * Eg SetVariable("tessedit_char_blacklist", "xyz"); to ignore x, y and z. + * Or SetVariable("classify_bln_numeric_mode", "1"); to set numeric-only mode. + * SetVariable may be used before Init, but settings will revert to + * defaults on End(). + * + * Note: Must be called after Init(). Only works for non-init variables + * (init variables should be passed to Init()). + */ + bool SetVariable(const char* name, const char* value); + bool SetDebugVariable(const char* name, const char* value); + + /** + * Returns true if the parameter was found among Tesseract parameters. + * Fills in value with the value of the parameter. + */ + bool GetIntVariable(const char *name, int *value) const; + bool GetBoolVariable(const char *name, bool *value) const; + bool GetDoubleVariable(const char *name, double *value) const; + + /** + * Returns the pointer to the string that represents the value of the + * parameter if it was found among Tesseract parameters. + */ + const char *GetStringVariable(const char *name) const; + + /** + * Print Tesseract parameters to the given file. + */ + void PrintVariables(FILE *fp) const; + + /** + * Get value of named variable as a string, if it exists. + */ + bool GetVariableAsString(const char *name, STRING *val); + + /** + * Instances are now mostly thread-safe and totally independent, + * but some global parameters remain. Basically it is safe to use multiple + * TessBaseAPIs in different threads in parallel, UNLESS: + * you use SetVariable on some of the Params in classify and textord. + * If you do, then the effect will be to change it for all your instances. + * + * Start tesseract. Returns zero on success and -1 on failure. + * NOTE that the only members that may be called before Init are those + * listed above here in the class definition. + * + * The datapath must be the name of the parent directory of tessdata and + * must end in / . Any name after the last / will be stripped. + * The language is (usually) an ISO 639-3 string or NULL will default to eng. + * It is entirely safe (and eventually will be efficient too) to call + * Init multiple times on the same instance to change language, or just + * to reset the classifier. + * The language may be a string of the form [~][+[~]]* indicating + * that multiple languages are to be loaded. Eg hin+eng will load Hindi and + * English. Languages may specify internally that they want to be loaded + * with one or more other languages, so the ~ sign is available to override + * that. Eg if hin were set to load eng by default, then hin+~eng would force + * loading only hin. The number of loaded languages is limited only by + * memory, with the caveat that loading additional languages will impact + * both speed and accuracy, as there is more work to do to decide on the + * applicable language, and there is more chance of hallucinating incorrect + * words. + * WARNING: On changing languages, all Tesseract parameters are reset + * back to their default values. (Which may vary between languages.) + * If you have a rare need to set a Variable that controls + * initialization for a second call to Init you should explicitly + * call End() and then use SetVariable before Init. This is only a very + * rare use case, since there are very few uses that require any parameters + * to be set before Init. + * + * If set_only_non_debug_params is true, only params that do not contain + * "debug" in the name will be set. + */ + int Init(const char* datapath, const char* language, OcrEngineMode mode, + char **configs, int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_non_debug_params); + int Init(const char* datapath, const char* language, OcrEngineMode oem) { + return Init(datapath, language, oem, NULL, 0, NULL, NULL, false); + } + int Init(const char* datapath, const char* language) { + return Init(datapath, language, OEM_DEFAULT, NULL, 0, NULL, NULL, false); + } + + /** + * Returns the languages string used in the last valid initialization. + * If the last initialization specified "deu+hin" then that will be + * returned. If hin loaded eng automatically as well, then that will + * not be included in this list. To find the languages actually + * loaded use GetLoadedLanguagesAsVector. + * The returned string should NOT be deleted. + */ + const char* GetInitLanguagesAsString() const; + + /** + * Returns the loaded languages in the vector of STRINGs. + * Includes all languages loaded by the last Init, including those loaded + * as dependencies of other loaded languages. + */ + void GetLoadedLanguagesAsVector(GenericVector* langs) const; + + /** + * Returns the available languages in the vector of STRINGs. + */ + void GetAvailableLanguagesAsVector(GenericVector* langs) const; + + /** + * Init only the lang model component of Tesseract. The only functions + * that work after this init are SetVariable and IsValidWord. + * WARNING: temporary! This function will be removed from here and placed + * in a separate API at some future time. + */ + int InitLangMod(const char* datapath, const char* language); + + /** + * Init only for page layout analysis. Use only for calls to SetImage and + * AnalysePage. Calls that attempt recognition will generate an error. + */ + void InitForAnalysePage(); + + /** + * Read a "config" file containing a set of param, value pairs. + * Searches the standard places: tessdata/configs, tessdata/tessconfigs + * and also accepts a relative or absolute path name. + * Note: only non-init params will be set (init params are set by Init()). + */ + void ReadConfigFile(const char* filename); + /** Same as above, but only set debug params from the given config file. */ + void ReadDebugConfigFile(const char* filename); + + /** + * Set the current page segmentation mode. Defaults to PSM_SINGLE_BLOCK. + * The mode is stored as an IntParam so it can also be modified by + * ReadConfigFile or SetVariable("tessedit_pageseg_mode", mode as string). + */ + void SetPageSegMode(PageSegMode mode); + + /** Return the current page segmentation mode. */ + PageSegMode GetPageSegMode() const; + + /** + * Recognize a rectangle from an image and return the result as a string. + * May be called many times for a single Init. + * Currently has no error checking. + * Greyscale of 8 and color of 24 or 32 bits per pixel may be given. + * Palette color images will not work properly and must be converted to + * 24 bit. + * Binary images of 1 bit per pixel may also be given but they must be + * byte packed with the MSB of the first byte being the first pixel, and a + * 1 represents WHITE. For binary images set bytes_per_pixel=0. + * The recognized text is returned as a char* which is coded + * as UTF8 and must be freed with the delete [] operator. + * + * Note that TesseractRect is the simplified convenience interface. + * For advanced uses, use SetImage, (optionally) SetRectangle, Recognize, + * and one or more of the Get*Text functions below. + */ + char* TesseractRect(const unsigned char* imagedata, + int bytes_per_pixel, int bytes_per_line, + int left, int top, int width, int height); + + /** + * Call between pages or documents etc to free up memory and forget + * adaptive data. + */ + void ClearAdaptiveClassifier(); + + /** + * @defgroup AdvancedAPI Advanced API + * The following methods break TesseractRect into pieces, so you can + * get hold of the thresholded image, get the text in different formats, + * get bounding boxes, confidences etc. + */ + /* @{ */ + + /** + * Provide an image for Tesseract to recognize. Format is as + * TesseractRect above. Copies the image buffer and converts to Pix. + * SetImage clears all recognition results, and sets the rectangle to the + * full image, so it may be followed immediately by a GetUTF8Text, and it + * will automatically perform recognition. + */ + void SetImage(const unsigned char* imagedata, int width, int height, + int bytes_per_pixel, int bytes_per_line); + + /** + * Provide an image for Tesseract to recognize. As with SetImage above, + * Tesseract takes its own copy of the image, so it need not persist until + * after Recognize. + * Pix vs raw, which to use? + * Use Pix where possible. Tesseract uses Pix as its internal representation + * and it is therefore more efficient to provide a Pix directly. + */ + void SetImage(Pix* pix); + + /** + * Set the resolution of the source image in pixels per inch so font size + * information can be calculated in results. Call this after SetImage(). + */ + void SetSourceResolution(int ppi); + + /** + * Restrict recognition to a sub-rectangle of the image. Call after SetImage. + * Each SetRectangle clears the recogntion results so multiple rectangles + * can be recognized with the same image. + */ + void SetRectangle(int left, int top, int width, int height); + + /** + * In extreme cases only, usually with a subclass of Thresholder, it + * is possible to provide a different Thresholder. The Thresholder may + * be preloaded with an image, settings etc, or they may be set after. + * Note that Tesseract takes ownership of the Thresholder and will + * delete it when it it is replaced or the API is destructed. + */ + void SetThresholder(ImageThresholder* thresholder) { + delete thresholder_; + thresholder_ = thresholder; + ClearResults(); + } + + /** + * Get a copy of the internal thresholded image from Tesseract. + * Caller takes ownership of the Pix and must pixDestroy it. + * May be called any time after SetImage, or after TesseractRect. + */ + Pix* GetThresholdedImage(); + + /** + * Get the result of page layout analysis as a leptonica-style + * Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + */ + Boxa* GetRegions(Pixa** pixa); + + /** + * Get the textlines as a leptonica-style + * Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + * If raw_image is true, then extract from the original image instead of the + * thresholded image and pad by raw_padding pixels. + * If blockids is not NULL, the block-id of each line is also returned as an + * array of one element per line. delete [] after use. + * If paraids is not NULL, the paragraph-id of each line within its block is + * also returned as an array of one element per line. delete [] after use. + */ + Boxa* GetTextlines(const bool raw_image, const int raw_padding, + Pixa** pixa, int** blockids, int** paraids); + /* + Helper method to extract from the thresholded image. (most common usage) + */ + Boxa* GetTextlines(Pixa** pixa, int** blockids) { + return GetTextlines(false, 0, pixa, blockids, NULL); + } + + /** + * Get textlines and strips of image regions as a leptonica-style Boxa, Pixa + * pair, in reading order. Enables downstream handling of non-rectangular + * regions. + * Can be called before or after Recognize. + * If blockids is not NULL, the block-id of each line is also returned as an + * array of one element per line. delete [] after use. + */ + Boxa* GetStrips(Pixa** pixa, int** blockids); + + /** + * Get the words as a leptonica-style + * Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + */ + Boxa* GetWords(Pixa** pixa); + + /** + * Gets the individual connected (text) components (created + * after pages segmentation step, but before recognition) + * as a leptonica-style Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + * Note: the caller is responsible for calling boxaDestroy() + * on the returned Boxa array and pixaDestroy() on cc array. + */ + Boxa* GetConnectedComponents(Pixa** cc); + + /** + * Get the given level kind of components (block, textline, word etc.) as a + * leptonica-style Boxa, Pixa pair, in reading order. + * Can be called before or after Recognize. + * If blockids is not NULL, the block-id of each component is also returned + * as an array of one element per component. delete [] after use. + * If blockids is not NULL, the paragraph-id of each component with its block + * is also returned as an array of one element per component. delete [] after + * use. + * If raw_image is true, then portions of the original image are extracted + * instead of the thresholded image and padded with raw_padding. + * If text_only is true, then only text components are returned. + */ + Boxa* GetComponentImages(const PageIteratorLevel level, + const bool text_only, const bool raw_image, + const int raw_padding, + Pixa** pixa, int** blockids, int** paraids); + // Helper function to get binary images with no padding (most common usage). + Boxa* GetComponentImages(const PageIteratorLevel level, + const bool text_only, + Pixa** pixa, int** blockids) { + return GetComponentImages(level, text_only, false, 0, pixa, blockids, NULL); + } + + /** + * Returns the scale factor of the thresholded image that would be returned by + * GetThresholdedImage() and the various GetX() methods that call + * GetComponentImages(). + * Returns 0 if no thresholder has been set. + */ + int GetThresholdedImageScaleFactor() const; + + /** + * Dump the internal binary image to a PGM file. + * @deprecated Use GetThresholdedImage and write the image using pixWrite + * instead if possible. + */ + void DumpPGM(const char* filename); + + /** + * Runs page layout analysis in the mode set by SetPageSegMode. + * May optionally be called prior to Recognize to get access to just + * the page layout results. Returns an iterator to the results. + * If merge_similar_words is true, words are combined where suitable for use + * with a line recognizer. Use if you want to use AnalyseLayout to find the + * textlines, and then want to process textline fragments with an external + * line recognizer. + * Returns NULL on error or an empty page. + * The returned iterator must be deleted after use. + * WARNING! This class points to data held within the TessBaseAPI class, and + * therefore can only be used while the TessBaseAPI class still exists and + * has not been subjected to a call of Init, SetImage, Recognize, Clear, End + * DetectOS, or anything else that changes the internal PAGE_RES. + */ + PageIterator* AnalyseLayout(); + PageIterator* AnalyseLayout(bool merge_similar_words); + int AnalyseLayout1(); + + /** + * Recognize the image from SetAndThresholdImage, generating Tesseract + * internal structures. Returns 0 on success. + * Optional. The Get*Text functions below will call Recognize if needed. + * After Recognize, the output is kept internally until the next SetImage. + */ + int Recognize(ETEXT_DESC* monitor); + + /** + * Methods to retrieve information after SetAndThresholdImage(), + * Recognize() or TesseractRect(). (Recognize is called implicitly if needed.) + */ + + /** Variant on Recognize used for testing chopper. */ + int RecognizeForChopTest(ETEXT_DESC* monitor); + + /** + * Turns images into symbolic text. + * + * filename can point to a single image, a multi-page TIFF, + * or a plain text list of image filenames. + * + * retry_config is useful for debugging. If not NULL, you can fall + * back to an alternate configuration if a page fails for some + * reason. + * + * timeout_millisec terminates processing if any single page + * takes too long. Set to 0 for unlimited time. + * + * renderer is responible for creating the output. For example, + * use the TessTextRenderer if you want plaintext output, or + * the TessPDFRender to produce searchable PDF. + * + * If tessedit_page_number is non-negative, will only process that + * single page. Works for multi-page tiff file, or filelist. + * + * Returns true if successful, false on error. + */ + bool ProcessPages(const char* filename, const char* retry_config, + int timeout_millisec, TessResultRenderer* renderer); + // Does the real work of ProcessPages. + bool ProcessPagesInternal(const char* filename, const char* retry_config, + int timeout_millisec, TessResultRenderer* renderer); + + /** + * Turn a single image into symbolic text. + * + * The pix is the image processed. filename and page_index are + * metadata used by side-effect processes, such as reading a box + * file or formatting as hOCR. + * + * See ProcessPages for desciptions of other parameters. + */ + bool ProcessPage(Pix* pix, int page_index, const char* filename, + const char* retry_config, int timeout_millisec, + TessResultRenderer* renderer, + const char* jpgdata, int len); + + /** + * Get a reading-order iterator to the results of LayoutAnalysis and/or + * Recognize. The returned iterator must be deleted after use. + * WARNING! This class points to data held within the TessBaseAPI class, and + * therefore can only be used while the TessBaseAPI class still exists and + * has not been subjected to a call of Init, SetImage, Recognize, Clear, End + * DetectOS, or anything else that changes the internal PAGE_RES. + */ + ResultIterator* GetIterator(); + + /** + * Get a mutable iterator to the results of LayoutAnalysis and/or Recognize. + * The returned iterator must be deleted after use. + * WARNING! This class points to data held within the TessBaseAPI class, and + * therefore can only be used while the TessBaseAPI class still exists and + * has not been subjected to a call of Init, SetImage, Recognize, Clear, End + * DetectOS, or anything else that changes the internal PAGE_RES. + */ + MutableIterator* GetMutableIterator(); + + /** + * The recognized text is returned as a char* which is coded + * as UTF8 and must be freed with the delete [] operator. + */ + char* GetUTF8Text(); + + /** + * Make a HTML-formatted string with hOCR markup from the internal + * data structures. + * page_number is 0-based but will appear in the output as 1-based. + * monitor can be used to + * cancel the recognition + * receive progress callbacks + */ + char* GetHOCRText(ETEXT_DESC* monitor, int page_number); + + /** + * Make a HTML-formatted string with hOCR markup from the internal + * data structures. + * page_number is 0-based but will appear in the output as 1-based. + */ + char* GetHOCRText(int page_number); + + /** + * Make a TSV-formatted string from the internal data structures. + * page_number is 0-based but will appear in the output as 1-based. + */ + char* GetTSVText(int page_number); + + /** + * The recognized text is returned as a char* which is coded in the same + * format as a box file used in training. Returned string must be freed with + * the delete [] operator. + * Constructs coordinates in the original image - not just the rectangle. + * page_number is a 0-based page index that will appear in the box file. + */ + char* GetBoxText(int page_number); + + /** + * The recognized text is returned as a char* which is coded + * as UNLV format Latin-1 with specific reject and suspect codes + * and must be freed with the delete [] operator. + */ + char* GetUNLVText(); + + /** + * Detect the orientation of the input image and apparent script (alphabet). + * orient_deg is the detected clockwise rotation of the input image in degrees (0, 90, 180, 270) + * orient_conf is the confidence (15.0 is reasonably confident) + * script_name is an ASCII string, the name of the script, e.g. "Latin" + * script_conf is confidence level in the script + * Returns true on success and writes values to each parameter as an output + */ + bool DetectOrientationScript(int* orient_deg, float* orient_conf, const char** script_name, float* script_conf); + + /** + * The recognized text is returned as a char* which is coded + * as UTF8 and must be freed with the delete [] operator. + * page_number is a 0-based page index that will appear in the osd file. + */ + char* GetOsdText(int page_number); + + /** Returns the (average) confidence value between 0 and 100. */ + int MeanTextConf(); + /** + * Returns all word confidences (between 0 and 100) in an array, terminated + * by -1. The calling function must delete [] after use. + * The number of confidences should correspond to the number of space- + * delimited words in GetUTF8Text. + */ + int* AllWordConfidences(); + + /** + * Applies the given word to the adaptive classifier if possible. + * The word must be SPACE-DELIMITED UTF-8 - l i k e t h i s , so it can + * tell the boundaries of the graphemes. + * Assumes that SetImage/SetRectangle have been used to set the image + * to the given word. The mode arg should be PSM_SINGLE_WORD or + * PSM_CIRCLE_WORD, as that will be used to control layout analysis. + * The currently set PageSegMode is preserved. + * Returns false if adaption was not possible for some reason. + */ + bool AdaptToWordStr(PageSegMode mode, const char* wordstr); + + /** + * Free up recognition results and any stored image data, without actually + * freeing any recognition data that would be time-consuming to reload. + * Afterwards, you must call SetImage or TesseractRect before doing + * any Recognize or Get* operation. + */ + void Clear(); + + /** + * Close down tesseract and free up all memory. End() is equivalent to + * destructing and reconstructing your TessBaseAPI. + * Once End() has been used, none of the other API functions may be used + * other than Init and anything declared above it in the class definition. + */ + void End(); + + /** + * Clear any library-level memory caches. + * There are a variety of expensive-to-load constant data structures (mostly + * language dictionaries) that are cached globally -- surviving the Init() + * and End() of individual TessBaseAPI's. This function allows the clearing + * of these caches. + **/ + static void ClearPersistentCache(); + + /** + * Check whether a word is valid according to Tesseract's language model + * @return 0 if the word is invalid, non-zero if valid. + * @warning temporary! This function will be removed from here and placed + * in a separate API at some future time. + */ + int IsValidWord(const char *word); + // Returns true if utf8_character is defined in the UniCharset. + bool IsValidCharacter(const char *utf8_character); + + + bool GetTextDirection(int* out_offset, float* out_slope); + + /** Sets Dict::letter_is_okay_ function to point to the given function. */ + void SetDictFunc(DictFunc f); + + /** Sets Dict::probability_in_context_ function to point to the given + * function. + */ + void SetProbabilityInContextFunc(ProbabilityInContextFunc f); + + /** Sets Wordrec::fill_lattice_ function to point to the given function. */ + void SetFillLatticeFunc(FillLatticeFunc f); + + /** + * Estimates the Orientation And Script of the image. + * @return true if the image was processed successfully. + */ + bool DetectOS(OSResults*); + + /** This method returns the features associated with the input image. */ + void GetFeaturesForBlob(TBLOB* blob, INT_FEATURE_STRUCT* int_features, + int* num_features, int* feature_outline_index); + + /** + * This method returns the row to which a box of specified dimensions would + * belong. If no good match is found, it returns NULL. + */ + static ROW* FindRowForBox(BLOCK_LIST* blocks, int left, int top, + int right, int bottom); + + /** + * Method to run adaptive classifier on a blob. + * It returns at max num_max_matches results. + */ + void RunAdaptiveClassifier(TBLOB* blob, + int num_max_matches, + int* unichar_ids, + float* ratings, + int* num_matches_returned); + + /** This method returns the string form of the specified unichar. */ + const char* GetUnichar(int unichar_id); + + /** Return the pointer to the i-th dawg loaded into tesseract_ object. */ + const Dawg *GetDawg(int i) const; + + /** Return the number of dawgs loaded into tesseract_ object. */ + int NumDawgs() const; + + /** Returns a ROW object created from the input row specification. */ + static ROW *MakeTessOCRRow(float baseline, float xheight, + float descender, float ascender); + + /** Returns a TBLOB corresponding to the entire input image. */ + static TBLOB *MakeTBLOB(Pix *pix); + + /** + * This method baseline normalizes a TBLOB in-place. The input row is used + * for normalization. The denorm is an optional parameter in which the + * normalization-antidote is returned. + */ + static void NormalizeTBLOB(TBLOB *tblob, ROW *row, bool numeric_mode); + + Tesseract* tesseract() const { return tesseract_; } + + OcrEngineMode oem() const { return last_oem_requested_; } + + void InitTruthCallback(TruthCallback *cb) { truth_cb_ = cb; } + +#ifndef NO_CUBE_BUILD + /** Return a pointer to underlying CubeRecoContext object if present. */ + CubeRecoContext *GetCubeRecoContext() const; +#endif // NO_CUBE_BUILD + + void set_min_orientation_margin(double margin); + + /** + * Return text orientation of each block as determined by an earlier run + * of layout analysis. + */ + void GetBlockTextOrientations(int** block_orientation, + bool** vertical_writing); + + /** Find lines from the image making the BLOCK_LIST. */ + BLOCK_LIST* FindLinesCreateBlockList(); + + /** + * Delete a block list. + * This is to keep BLOCK_LIST pointer opaque + * and let go of including the other headers. + */ + static void DeleteBlockList(BLOCK_LIST* block_list); + /* @} */ + + protected: + + /** Common code for setting the image. Returns true if Init has been called. */ + TESS_LOCAL bool InternalSetImage(); + + /** + * Run the thresholder to make the thresholded image. If pix is not NULL, + * the source is thresholded to pix instead of the internal IMAGE. + */ + TESS_LOCAL virtual void Threshold(Pix** pix); + + /** + * Find lines from the image making the BLOCK_LIST. + * @return 0 on success. + */ + TESS_LOCAL int FindLines(); + + /** Delete the pageres and block list ready for a new page. */ + void ClearResults(); + + /** + * Return an LTR Result Iterator -- used only for training, as we really want + * to ignore all BiDi smarts at that point. + * delete once you're done with it. + */ + TESS_LOCAL LTRResultIterator* GetLTRIterator(); + + /** + * Return the length of the output text string, as UTF8, assuming + * one newline per line and one per block, with a terminator, + * and assuming a single character reject marker for each rejected character. + * Also return the number of recognized blobs in blob_count. + */ + TESS_LOCAL int TextLength(int* blob_count); + + /** @defgroup ocropusAddOns ocropus add-ons */ + /* @{ */ + + /** + * Adapt to recognize the current image as the given character. + * The image must be preloaded and be just an image of a single character. + */ + TESS_LOCAL void AdaptToCharacter(const char *unichar_repr, + int length, + float baseline, + float xheight, + float descender, + float ascender); + + /** Recognize text doing one pass only, using settings for a given pass. */ + TESS_LOCAL PAGE_RES* RecognitionPass1(BLOCK_LIST* block_list); + TESS_LOCAL PAGE_RES* RecognitionPass2(BLOCK_LIST* block_list, + PAGE_RES* pass1_result); + + //// paragraphs.cpp //////////////////////////////////////////////////// + TESS_LOCAL void DetectParagraphs(bool after_text_recognition); + + /** + * Extract the OCR results, costs (penalty points for uncertainty), + * and the bounding boxes of the characters. + */ + TESS_LOCAL static int TesseractExtractResult(char** text, + int** lengths, + float** costs, + int** x0, + int** y0, + int** x1, + int** y1, + PAGE_RES* page_res); + + TESS_LOCAL const PAGE_RES* GetPageRes() const { return page_res_; } + /* @} */ + + + protected: + Tesseract* tesseract_; ///< The underlying data object. + Tesseract* osd_tesseract_; ///< For orientation & script detection. + EquationDetect* equ_detect_; ///* paragraph_models_; + BLOCK_LIST* block_list_; ///< The page layout. + PAGE_RES* page_res_; ///< The page-level data. + STRING* input_file_; ///< Name used by training code. + STRING* output_file_; ///< Name used by debug code. + STRING* datapath_; ///< Current location of tessdata. + STRING* language_; ///< Last initialized language. + OcrEngineMode last_oem_requested_; ///< Last ocr language mode requested. + bool recognition_done_; ///< page_res_ contains recognition data. + TruthCallback *truth_cb_; /// fxn for setting truth_* in WERD_RES + + /** + * @defgroup ThresholderParams Thresholder Parameters + * Parameters saved from the Thresholder. Needed to rebuild coordinates. + */ + /* @{ */ + int rect_left_; + int rect_top_; + int rect_width_; + int rect_height_; + int image_width_; + int image_height_; + /* @} */ + + private: + // A list of image filenames gets special consideration + bool ProcessPagesFileList(FILE *fp, + STRING *buf, + const char* retry_config, int timeout_millisec, + TessResultRenderer* renderer, + int tessedit_page_number); + // TIFF supports multipage so gets special consideration. + bool ProcessPagesMultipageTiff(const unsigned char *data, + size_t size, + const char* filename, + const char* retry_config, + int timeout_millisec, + TessResultRenderer* renderer, + int tessedit_page_number); + // There's currently no way to pass a document title from the + // Tesseract command line, and we have multiple places that choose + // to set the title to an empty string. Using a single named + // variable will hopefully reduce confusion if the situation changes + // in the future. + const char *unknown_title_; + }; // class TessBaseAPI. + + /** Escape a char string - remove &<>"' with HTML codes. */ + STRING HOcrEscape(const char* text); +} // namespace tesseract. + +#endif // TESSERACT_API_BASEAPI_H__ diff --git a/3rdparty/hgOCR/include/api/capi.cpp b/3rdparty/hgOCR/include/api/capi.cpp new file mode 100644 index 00000000..5cc108e7 --- /dev/null +++ b/3rdparty/hgOCR/include/api/capi.cpp @@ -0,0 +1,826 @@ +/////////////////////////////////////////////////////////////////////// +// File: capi.cpp +// Description: C-API TessBaseAPI +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESS_CAPI_INCLUDE_BASEAPI +# define TESS_CAPI_INCLUDE_BASEAPI +#endif +#include "capi.h" +#include "genericvector.h" +#include "strngs.h" + +TESS_API const char* TESS_CALL TessVersion() +{ + return TessBaseAPI::Version(); +} + +TESS_API void TESS_CALL TessDeleteText(char* text) +{ + delete[] text; +} + +TESS_API void TESS_CALL TessDeleteTextArray(char** arr) +{ + for (char** pos = arr; *pos != NULL; ++pos) + delete[] * pos; + delete[] arr; +} + +TESS_API void TESS_CALL TessDeleteIntArray(int* arr) +{ + delete[] arr; +} + +TESS_API void TESS_CALL TessDeleteBlockList(BLOCK_LIST* block_list) +{ + TessBaseAPI::DeleteBlockList(block_list); +} + +TESS_API TessResultRenderer* TESS_CALL TessTextRendererCreate(const char* outputbase) +{ + return new TessTextRenderer(outputbase); +} + +TESS_API TessResultRenderer* TESS_CALL TessHOcrRendererCreate(const char* outputbase) +{ + return new TessHOcrRenderer(outputbase); +} + +TESS_API TessResultRenderer* TESS_CALL TessHOcrRendererCreate2(const char* outputbase, BOOL font_info) +{ + return new TessHOcrRenderer(outputbase, font_info); +} + +TESS_API TessResultRenderer* TESS_CALL TessPDFRendererCreate(const char* outputbase, const char* datadir) +{ + return new TessPDFRenderer(outputbase, datadir, false); +} + +TESS_API TessResultRenderer* TESS_CALL TessPDFRendererCreateTextonly(const char* outputbase, const char* datadir, + BOOL textonly) +{ + return new TessPDFRenderer(outputbase, datadir, textonly); +} + +TESS_API TessResultRenderer* TESS_CALL TessUnlvRendererCreate(const char* outputbase) +{ + return new TessUnlvRenderer(outputbase); +} + +TESS_API TessResultRenderer* TESS_CALL TessBoxTextRendererCreate(const char* outputbase) +{ + return new TessBoxTextRenderer(outputbase); +} + +TESS_API void TESS_CALL TessDeleteResultRenderer(TessResultRenderer* renderer) +{ + delete renderer; +} + +TESS_API void TESS_CALL TessResultRendererInsert(TessResultRenderer* renderer, TessResultRenderer* next) +{ + renderer->insert(next); +} + +TESS_API TessResultRenderer* TESS_CALL TessResultRendererNext(TessResultRenderer* renderer) +{ + return renderer->next(); +} + +TESS_API BOOL TESS_CALL TessResultRendererBeginDocument(TessResultRenderer* renderer, const char* title) +{ + return renderer->BeginDocument(title); +} + +TESS_API BOOL TESS_CALL TessResultRendererAddImage(TessResultRenderer* renderer, TessBaseAPI* api) +{ + return renderer->AddImage(api, nullptr, 0); +} + +TESS_API BOOL TESS_CALL TessResultRendererEndDocument(TessResultRenderer* renderer) +{ + return renderer->EndDocument(); +} + +TESS_API const char* TESS_CALL TessResultRendererExtention(TessResultRenderer* renderer) +{ + return renderer->file_extension(); +} + +TESS_API const char* TESS_CALL TessResultRendererTitle(TessResultRenderer* renderer) +{ + return renderer->title(); +} + +TESS_API int TESS_CALL TessResultRendererImageNum(TessResultRenderer* renderer) +{ + return renderer->imagenum(); +} + +TESS_API TessBaseAPI* TESS_CALL TessBaseAPICreate() +{ + return new TessBaseAPI; +} + +TESS_API void TESS_CALL TessBaseAPIDelete(TessBaseAPI* handle) +{ + delete handle; +} + +TESS_API size_t TESS_CALL TessBaseAPIGetOpenCLDevice(TessBaseAPI* handle, void **device) +{ + return handle->getOpenCLDevice(device); +} + +TESS_API void TESS_CALL TessBaseAPISetInputName(TessBaseAPI* handle, const char* name) +{ + handle->SetInputName(name); +} + +TESS_API const char* TESS_CALL TessBaseAPIGetInputName(TessBaseAPI* handle) +{ + return handle->GetInputName(); +} + +TESS_API void TESS_CALL TessBaseAPISetInputImage(TessBaseAPI* handle, Pix* pix) +{ + handle->SetInputImage(pix); +} + +TESS_API Pix* TESS_CALL TessBaseAPIGetInputImage(TessBaseAPI* handle) +{ + return handle->GetInputImage(); +} + +TESS_API int TESS_CALL TessBaseAPIGetSourceYResolution(TessBaseAPI* handle) +{ + return handle->GetSourceYResolution(); +} + +TESS_API const char* TESS_CALL TessBaseAPIGetDatapath(TessBaseAPI* handle) +{ + return handle->GetDatapath(); +} + +TESS_API void TESS_CALL TessBaseAPISetOutputName(TessBaseAPI* handle, const char* name) +{ + handle->SetOutputName(name); +} + +TESS_API BOOL TESS_CALL TessBaseAPISetVariable(TessBaseAPI* handle, const char* name, const char* value) +{ + return handle->SetVariable(name, value) ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessBaseAPISetDebugVariable(TessBaseAPI* handle, const char* name, const char* value) +{ + return handle->SetVariable(name, value) ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessBaseAPIGetIntVariable(const TessBaseAPI* handle, const char* name, int* value) +{ + return handle->GetIntVariable(name, value) ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessBaseAPIGetBoolVariable(const TessBaseAPI* handle, const char* name, BOOL* value) +{ + bool boolValue; + if (handle->GetBoolVariable(name, &boolValue)) + { + *value = boolValue ? TRUE : FALSE; + return TRUE; + } + else + { + return FALSE; + } +} + +TESS_API BOOL TESS_CALL TessBaseAPIGetDoubleVariable(const TessBaseAPI* handle, const char* name, double* value) +{ + return handle->GetDoubleVariable(name, value) ? TRUE : FALSE; +} + +TESS_API const char* TESS_CALL TessBaseAPIGetStringVariable(const TessBaseAPI* handle, const char* name) +{ + return handle->GetStringVariable(name); +} + +TESS_API void TESS_CALL TessBaseAPIPrintVariables(const TessBaseAPI* handle, FILE* fp) +{ + handle->PrintVariables(fp); +} + +TESS_API BOOL TESS_CALL TessBaseAPIPrintVariablesToFile(const TessBaseAPI* handle, const char* filename) +{ + FILE* fp = fopen(filename, "w"); + if (fp != NULL) + { + handle->PrintVariables(fp); + fclose(fp); + return TRUE; + } + return FALSE; +} + +TESS_API BOOL TESS_CALL TessBaseAPIGetVariableAsString(TessBaseAPI* handle, const char* name, STRING* val) +{ + return handle->GetVariableAsString(name, val) ? TRUE : FALSE; +} + +TESS_API int TESS_CALL TessBaseAPIInit4(TessBaseAPI* handle, const char* datapath, const char* language, + TessOcrEngineMode mode, char** configs, int configs_size, + char** vars_vec, char** vars_values, size_t vars_vec_size, + BOOL set_only_non_debug_params) +{ + GenericVector varNames; + GenericVector varValues; + if (vars_vec != NULL && vars_values != NULL) { + for (size_t i = 0; i < vars_vec_size; i++) { + varNames.push_back(STRING(vars_vec[i])); + varValues.push_back(STRING(vars_values[i])); + } + } + + return handle->Init(datapath, language, mode, configs, configs_size, &varNames, &varValues, set_only_non_debug_params); +} + + +TESS_API int TESS_CALL TessBaseAPIInit1(TessBaseAPI* handle, const char* datapath, const char* language, TessOcrEngineMode oem, + char** configs, int configs_size) +{ + return handle->Init(datapath, language, oem, configs, configs_size, NULL, NULL, false); +} + +TESS_API int TESS_CALL TessBaseAPIInit2(TessBaseAPI* handle, const char* datapath, const char* language, TessOcrEngineMode oem) +{ + return handle->Init(datapath, language, oem); +} + +TESS_API int TESS_CALL TessBaseAPIInit3(TessBaseAPI* handle, const char* datapath, const char* language) +{ + return handle->Init(datapath, language); +} + +TESS_API const char* TESS_CALL TessBaseAPIGetInitLanguagesAsString(const TessBaseAPI* handle) +{ + return handle->GetInitLanguagesAsString(); +} + +TESS_API char** TESS_CALL TessBaseAPIGetLoadedLanguagesAsVector(const TessBaseAPI* handle) +{ + GenericVector languages; + handle->GetLoadedLanguagesAsVector(&languages); + char** arr = new char*[languages.size() + 1]; + for (int index = 0; index < languages.size(); ++index) + arr[index] = languages[index].strdup(); + arr[languages.size()] = NULL; + return arr; +} + +TESS_API char** TESS_CALL TessBaseAPIGetAvailableLanguagesAsVector(const TessBaseAPI* handle) +{ + GenericVector languages; + handle->GetAvailableLanguagesAsVector(&languages); + char** arr = new char*[languages.size() + 1]; + for (int index = 0; index < languages.size(); ++index) + arr[index] = languages[index].strdup(); + arr[languages.size()] = NULL; + return arr; +} + +TESS_API int TESS_CALL TessBaseAPIInitLangMod(TessBaseAPI* handle, const char* datapath, const char* language) +{ + return handle->InitLangMod(datapath, language); +} + +TESS_API void TESS_CALL TessBaseAPIInitForAnalysePage(TessBaseAPI* handle) +{ + handle->InitForAnalysePage(); +} + +TESS_API void TESS_CALL TessBaseAPIReadConfigFile(TessBaseAPI* handle, const char* filename) +{ + handle->ReadConfigFile(filename); +} + +TESS_API void TESS_CALL TessBaseAPIReadDebugConfigFile(TessBaseAPI* handle, const char* filename) +{ + handle->ReadDebugConfigFile(filename); +} + +TESS_API void TESS_CALL TessBaseAPISetPageSegMode(TessBaseAPI* handle, TessPageSegMode mode) +{ + handle->SetPageSegMode(mode); +} + +TESS_API TessPageSegMode TESS_CALL TessBaseAPIGetPageSegMode(const TessBaseAPI* handle) +{ + return handle->GetPageSegMode(); +} + +TESS_API char* TESS_CALL TessBaseAPIRect(TessBaseAPI* handle, const unsigned char* imagedata, + int bytes_per_pixel, int bytes_per_line, + int left, int top, int width, int height) +{ + return handle->TesseractRect(imagedata, bytes_per_pixel, bytes_per_line, left, top, width, height); +} + +TESS_API void TESS_CALL TessBaseAPIClearAdaptiveClassifier(TessBaseAPI* handle) +{ + handle->ClearAdaptiveClassifier(); +} + +TESS_API void TESS_CALL TessBaseAPISetImage(TessBaseAPI* handle, const unsigned char* imagedata, int width, int height, + int bytes_per_pixel, int bytes_per_line) +{ + handle->SetImage(imagedata, width, height, bytes_per_pixel, bytes_per_line); +} + +TESS_API void TESS_CALL TessBaseAPISetImage2(TessBaseAPI* handle, struct Pix* pix) +{ + return handle->SetImage(pix); +} + +TESS_API void TESS_CALL TessBaseAPISetSourceResolution(TessBaseAPI* handle, int ppi) +{ + handle->SetSourceResolution(ppi); +} + +TESS_API void TESS_CALL TessBaseAPISetRectangle(TessBaseAPI* handle, int left, int top, int width, int height) +{ + handle->SetRectangle(left, top, width, height); +} + +TESS_API void TESS_CALL TessBaseAPISetThresholder(TessBaseAPI* handle, TessImageThresholder* thresholder) +{ + handle->SetThresholder(thresholder); +} + +TESS_API struct Pix* TESS_CALL TessBaseAPIGetThresholdedImage(TessBaseAPI* handle) +{ + return handle->GetThresholdedImage(); +} + +TESS_API struct Boxa* TESS_CALL TessBaseAPIGetRegions(TessBaseAPI* handle, struct Pixa** pixa) +{ + return handle->GetRegions(pixa); +} + +TESS_API struct Boxa* TESS_CALL TessBaseAPIGetTextlines(TessBaseAPI* handle, struct Pixa** pixa, int** blockids) +{ + return handle->GetTextlines(pixa, blockids); +} + +TESS_API struct Boxa* TESS_CALL TessBaseAPIGetTextlines1(TessBaseAPI* handle, const BOOL raw_image, const int raw_padding, + struct Pixa** pixa, int** blockids, int** paraids) +{ + return handle->GetTextlines(raw_image, raw_padding, pixa, blockids, paraids); +} + +TESS_API struct Boxa* TESS_CALL TessBaseAPIGetStrips(TessBaseAPI* handle, struct Pixa** pixa, int** blockids) +{ + return handle->GetStrips(pixa, blockids); +} + +TESS_API struct Boxa* TESS_CALL TessBaseAPIGetWords(TessBaseAPI* handle, struct Pixa** pixa) +{ + return handle->GetWords(pixa); +} + +TESS_API struct Boxa* TESS_CALL TessBaseAPIGetConnectedComponents(TessBaseAPI* handle, struct Pixa** cc) +{ + return handle->GetConnectedComponents(cc); +} + +TESS_API struct Boxa* TESS_CALL TessBaseAPIGetComponentImages(TessBaseAPI* handle, TessPageIteratorLevel level, BOOL text_only, struct Pixa** pixa, int** blockids) +{ + return handle->GetComponentImages(level, text_only != FALSE, pixa, blockids); +} + +TESS_API struct Boxa* +TESS_CALL TessBaseAPIGetComponentImages1(TessBaseAPI* handle, const TessPageIteratorLevel level, const BOOL text_only, + const BOOL raw_image, const int raw_padding, + struct Pixa** pixa, int** blockids, int** paraids) +{ + return handle->GetComponentImages(level, text_only != FALSE, raw_image, raw_padding, pixa, blockids, paraids); +} + +TESS_API int TESS_CALL TessBaseAPIGetThresholdedImageScaleFactor(const TessBaseAPI* handle) +{ + return handle->GetThresholdedImageScaleFactor(); +} + +TESS_API void TESS_CALL TessBaseAPIDumpPGM(TessBaseAPI* handle, const char* filename) +{ + handle->DumpPGM(filename); +} + +TESS_API TessPageIterator* TESS_CALL TessBaseAPIAnalyseLayout(TessBaseAPI* handle) +{ + return handle->AnalyseLayout(); +} + +TESS_API int TESS_CALL TessBaseAPIRecognize(TessBaseAPI* handle, ETEXT_DESC* monitor) +{ + return handle->Recognize(monitor); +} + +TESS_API int TESS_CALL TessBaseAPIRecognizeForChopTest(TessBaseAPI* handle, ETEXT_DESC* monitor) +{ + return handle->RecognizeForChopTest(monitor); +} + +TESS_API BOOL TESS_CALL TessBaseAPIProcessPages(TessBaseAPI* handle, const char* filename, const char* retry_config, + int timeout_millisec, TessResultRenderer* renderer) +{ + if (handle->ProcessPages(filename, retry_config, timeout_millisec, renderer)) + return TRUE; + else + return FALSE; +} + +TESS_API BOOL TESS_CALL TessBaseAPIProcessPage(TessBaseAPI* handle, struct Pix* pix, int page_index, const char* filename, + const char* retry_config, int timeout_millisec, TessResultRenderer* renderer) +{ + if (handle->ProcessPage(pix, page_index, filename, retry_config, timeout_millisec, renderer, nullptr, 0)) + return TRUE; + else + return FALSE; +} + +TESS_API TessResultIterator* TESS_CALL TessBaseAPIGetIterator(TessBaseAPI* handle) +{ + return handle->GetIterator(); +} + +TESS_API TessMutableIterator* TESS_CALL TessBaseAPIGetMutableIterator(TessBaseAPI* handle) +{ + return handle->GetMutableIterator(); +} + +TESS_API char* TESS_CALL TessBaseAPIGetUTF8Text(TessBaseAPI* handle) +{ + return handle->GetUTF8Text(); +} + +TESS_API char* TESS_CALL TessBaseAPIGetHOCRText(TessBaseAPI* handle, int page_number) +{ + return handle->GetHOCRText(NULL, page_number); +} + +TESS_API char* TESS_CALL TessBaseAPIGetBoxText(TessBaseAPI* handle, int page_number) +{ + return handle->GetBoxText(page_number); +} + +TESS_API char* TESS_CALL TessBaseAPIGetUNLVText(TessBaseAPI* handle) +{ + return handle->GetUNLVText(); +} + +TESS_API int TESS_CALL TessBaseAPIMeanTextConf(TessBaseAPI* handle) +{ + return handle->MeanTextConf(); +} + +TESS_API int* TESS_CALL TessBaseAPIAllWordConfidences(TessBaseAPI* handle) +{ + return handle->AllWordConfidences(); +} + +TESS_API BOOL TESS_CALL TessBaseAPIAdaptToWordStr(TessBaseAPI* handle, TessPageSegMode mode, const char* wordstr) +{ + return handle->AdaptToWordStr(mode, wordstr) ? TRUE : FALSE; +} + +TESS_API void TESS_CALL TessBaseAPIClear(TessBaseAPI* handle) +{ + handle->Clear(); +} + +TESS_API void TESS_CALL TessBaseAPIEnd(TessBaseAPI* handle) +{ + handle->End(); +} + +TESS_API int TESS_CALL TessBaseAPIIsValidWord(TessBaseAPI* handle, const char* word) +{ + return handle->IsValidWord(word); +} + +TESS_API BOOL TESS_CALL TessBaseAPIGetTextDirection(TessBaseAPI* handle, int* out_offset, float* out_slope) +{ + return handle->GetTextDirection(out_offset, out_slope) ? TRUE : FALSE; +} + +TESS_API void TESS_CALL TessBaseAPISetDictFunc(TessBaseAPI* handle, TessDictFunc f) +{ + handle->SetDictFunc(f); +} + +TESS_API void TESS_CALL TessBaseAPIClearPersistentCache(TessBaseAPI* handle) +{ + handle->ClearPersistentCache(); +} + +TESS_API void TESS_CALL TessBaseAPISetProbabilityInContextFunc(TessBaseAPI* handle, TessProbabilityInContextFunc f) +{ + handle->SetProbabilityInContextFunc(f); +} + +TESS_API BOOL TESS_CALL TessBaseAPIDetectOS(TessBaseAPI* handle, OSResults* results) +{ + return FALSE; // Unsafe ABI, return FALSE always +} + +TESS_API BOOL TESS_CALL TessBaseAPIDetectOrientationScript(TessBaseAPI* handle, + int* orient_deg, float* orient_conf, const char** script_name, float* script_conf) +{ + bool success; + success = handle->DetectOrientationScript(orient_deg, orient_conf, script_name, script_conf); + return (BOOL)success; +} + + +TESS_API void TESS_CALL TessBaseAPIGetFeaturesForBlob(TessBaseAPI* handle, TBLOB* blob, INT_FEATURE_STRUCT* int_features, + int* num_features, int* FeatureOutlineIndex) +{ + handle->GetFeaturesForBlob(blob, int_features, num_features, FeatureOutlineIndex); +} + +TESS_API ROW* TESS_CALL TessFindRowForBox(BLOCK_LIST* blocks, int left, int top, int right, int bottom) +{ + return TessBaseAPI::FindRowForBox(blocks, left, top, right, bottom); +} + +TESS_API void TESS_CALL TessBaseAPIRunAdaptiveClassifier(TessBaseAPI* handle, TBLOB* blob, int num_max_matches, + int* unichar_ids, float* ratings, int* num_matches_returned) +{ + handle->RunAdaptiveClassifier(blob, num_max_matches, unichar_ids, ratings, num_matches_returned); +} + +TESS_API const char* TESS_CALL TessBaseAPIGetUnichar(TessBaseAPI* handle, int unichar_id) +{ + return handle->GetUnichar(unichar_id); +} + +TESS_API const TessDawg* TESS_CALL TessBaseAPIGetDawg(const TessBaseAPI* handle, int i) +{ + return handle->GetDawg(i); +} + +TESS_API int TESS_CALL TessBaseAPINumDawgs(const TessBaseAPI* handle) +{ + return handle->NumDawgs(); +} + +TESS_API ROW* TESS_CALL TessMakeTessOCRRow(float baseline, float xheight, float descender, float ascender) +{ + return TessBaseAPI::MakeTessOCRRow(baseline, xheight, descender, ascender); +} + +TESS_API TBLOB* TESS_CALL TessMakeTBLOB(struct Pix* pix) +{ + return TessBaseAPI::MakeTBLOB(pix); +} + +TESS_API void TESS_CALL TessNormalizeTBLOB(TBLOB* tblob, ROW* row, BOOL numeric_mode) +{ + TessBaseAPI::NormalizeTBLOB(tblob, row, numeric_mode != FALSE); +} + +TESS_API TessOcrEngineMode TESS_CALL TessBaseAPIOem(const TessBaseAPI* handle) +{ + return handle->oem(); +} + +TESS_API void TESS_CALL TessBaseAPIInitTruthCallback(TessBaseAPI* handle, TessTruthCallback* cb) +{ + handle->InitTruthCallback(cb); +} + +#ifndef NO_CUBE_BUILD +TESS_API TessCubeRecoContext* TESS_CALL TessBaseAPIGetCubeRecoContext(const TessBaseAPI* handle) +{ + return handle->GetCubeRecoContext(); +} +#endif // NO_CUBE_BUILD + +TESS_API void TESS_CALL TessBaseAPISetMinOrientationMargin(TessBaseAPI* handle, double margin) +{ + handle->set_min_orientation_margin(margin); +} + +TESS_API void TESS_CALL TessBaseGetBlockTextOrientations(TessBaseAPI* handle, int** block_orientation, bool** vertical_writing) +{ + handle->GetBlockTextOrientations(block_orientation, vertical_writing); +} + +TESS_API BLOCK_LIST* TESS_CALL TessBaseAPIFindLinesCreateBlockList(TessBaseAPI* handle) +{ + return handle->FindLinesCreateBlockList(); +} + +TESS_API void TESS_CALL TessPageIteratorDelete(TessPageIterator* handle) +{ + delete handle; +} + +TESS_API TessPageIterator* TESS_CALL TessPageIteratorCopy(const TessPageIterator* handle) +{ + return new TessPageIterator(*handle); +} + +TESS_API void TESS_CALL TessPageIteratorBegin(TessPageIterator* handle) +{ + handle->Begin(); +} + +TESS_API BOOL TESS_CALL TessPageIteratorNext(TessPageIterator* handle, TessPageIteratorLevel level) +{ + return handle->Next(level) ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessPageIteratorIsAtBeginningOf(const TessPageIterator* handle, TessPageIteratorLevel level) +{ + return handle->IsAtBeginningOf(level) ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessPageIteratorIsAtFinalElement(const TessPageIterator* handle, TessPageIteratorLevel level, + TessPageIteratorLevel element) +{ + return handle->IsAtFinalElement(level, element) ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessPageIteratorBoundingBox(const TessPageIterator* handle, TessPageIteratorLevel level, + int* left, int* top, int* right, int* bottom) +{ + return handle->BoundingBox(level, left, top, right, bottom) ? TRUE : FALSE; +} + +TESS_API TessPolyBlockType TESS_CALL TessPageIteratorBlockType(const TessPageIterator* handle) +{ + return handle->BlockType(); +} + +TESS_API struct Pix* TESS_CALL TessPageIteratorGetBinaryImage(const TessPageIterator* handle, TessPageIteratorLevel level) +{ + return handle->GetBinaryImage(level); +} + +TESS_API struct Pix* TESS_CALL TessPageIteratorGetImage(const TessPageIterator* handle, TessPageIteratorLevel level, int padding, + struct Pix* original_image, int* left, int* top) +{ + return handle->GetImage(level, padding, original_image, left, top); +} + +TESS_API BOOL TESS_CALL TessPageIteratorBaseline(const TessPageIterator* handle, TessPageIteratorLevel level, + int* x1, int* y1, int* x2, int* y2) +{ + return handle->Baseline(level, x1, y1, x2, y2) ? TRUE : FALSE; +} + +TESS_API void TESS_CALL TessPageIteratorOrientation(TessPageIterator* handle, TessOrientation* orientation, + TessWritingDirection* writing_direction, TessTextlineOrder* textline_order, + float* deskew_angle) +{ + handle->Orientation(orientation, writing_direction, textline_order, deskew_angle); +} + +TESS_API void TESS_CALL TessPageIteratorParagraphInfo(TessPageIterator* handle, TessParagraphJustification* justification, + BOOL *is_list_item, BOOL *is_crown, int *first_line_indent) +{ + bool bool_is_list_item, bool_is_crown; + handle->ParagraphInfo(justification, &bool_is_list_item, &bool_is_crown, first_line_indent); + if (is_list_item) + *is_list_item = bool_is_list_item ? TRUE : FALSE; + if (is_crown) + *is_crown = bool_is_crown ? TRUE : FALSE; +} + + +TESS_API void TESS_CALL TessResultIteratorDelete(TessResultIterator* handle) +{ + delete handle; +} + +TESS_API TessResultIterator* TESS_CALL TessResultIteratorCopy(const TessResultIterator* handle) +{ + return new TessResultIterator(*handle); +} + +TESS_API TessPageIterator* TESS_CALL TessResultIteratorGetPageIterator(TessResultIterator* handle) +{ + return handle; +} + +TESS_API const TessPageIterator* TESS_CALL TessResultIteratorGetPageIteratorConst(const TessResultIterator* handle) +{ + return handle; +} + +TESS_API TessChoiceIterator* TESS_CALL TessResultIteratorGetChoiceIterator(const TessResultIterator* handle) +{ + return new TessChoiceIterator(*handle); +} + +TESS_API BOOL TESS_CALL TessResultIteratorNext(TessResultIterator* handle, TessPageIteratorLevel level) +{ + return handle->Next(level); +} + +TESS_API char* TESS_CALL TessResultIteratorGetUTF8Text(const TessResultIterator* handle, TessPageIteratorLevel level) +{ + return handle->GetUTF8Text(level); +} + +TESS_API float TESS_CALL TessResultIteratorConfidence(const TessResultIterator* handle, TessPageIteratorLevel level) +{ + return handle->Confidence(level); +} + +TESS_API const char* TESS_CALL TessResultIteratorWordRecognitionLanguage(const TessResultIterator* handle) +{ + return handle->WordRecognitionLanguage(); +} + +TESS_API const char* TESS_CALL TessResultIteratorWordFontAttributes(const TessResultIterator* handle, BOOL* is_bold, BOOL* is_italic, + BOOL* is_underlined, BOOL* is_monospace, BOOL* is_serif, + BOOL* is_smallcaps, int* pointsize, int* font_id) +{ + bool bool_is_bold, bool_is_italic, bool_is_underlined, bool_is_monospace, bool_is_serif, bool_is_smallcaps; + const char* ret = handle->WordFontAttributes(&bool_is_bold, &bool_is_italic, &bool_is_underlined, &bool_is_monospace, &bool_is_serif, + &bool_is_smallcaps, pointsize, font_id); + if (is_bold) + *is_bold = bool_is_bold ? TRUE : FALSE; + if (is_italic) + *is_italic = bool_is_italic ? TRUE : FALSE; + if (is_underlined) + *is_underlined = bool_is_underlined ? TRUE : FALSE; + if (is_monospace) + *is_monospace = bool_is_monospace ? TRUE : FALSE; + if (is_serif) + *is_serif = bool_is_serif ? TRUE : FALSE; + if (is_smallcaps) + *is_smallcaps = bool_is_smallcaps ? TRUE : FALSE; + return ret; +} + +TESS_API BOOL TESS_CALL TessResultIteratorWordIsFromDictionary(const TessResultIterator* handle) +{ + return handle->WordIsFromDictionary() ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessResultIteratorWordIsNumeric(const TessResultIterator* handle) +{ + return handle->WordIsNumeric() ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessResultIteratorSymbolIsSuperscript(const TessResultIterator* handle) +{ + return handle->SymbolIsSuperscript() ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessResultIteratorSymbolIsSubscript(const TessResultIterator* handle) +{ + return handle->SymbolIsSubscript() ? TRUE : FALSE; +} + +TESS_API BOOL TESS_CALL TessResultIteratorSymbolIsDropcap(const TessResultIterator* handle) +{ + return handle->SymbolIsDropcap() ? TRUE : FALSE; +} + +TESS_API void TESS_CALL TessChoiceIteratorDelete(TessChoiceIterator* handle) +{ + delete handle; +} + +TESS_API BOOL TESS_CALL TessChoiceIteratorNext(TessChoiceIterator* handle) +{ + return handle->Next(); +} + +TESS_API const char* TESS_CALL TessChoiceIteratorGetUTF8Text(const TessChoiceIterator* handle) +{ + return handle->GetUTF8Text(); +} + +TESS_API float TESS_CALL TessChoiceIteratorConfidence(const TessChoiceIterator* handle) +{ + return handle->Confidence(); +} diff --git a/3rdparty/hgOCR/include/api/capi.h b/3rdparty/hgOCR/include/api/capi.h new file mode 100644 index 00000000..c0aa7611 --- /dev/null +++ b/3rdparty/hgOCR/include/api/capi.h @@ -0,0 +1,409 @@ +/////////////////////////////////////////////////////////////////////// +// File: capi.h +// Description: C-API TessBaseAPI +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef API_CAPI_H_ +#define API_CAPI_H_ + +#ifdef TESS_CAPI_INCLUDE_BASEAPI +# include "baseapi.h" +# include "pageiterator.h" +# include "resultiterator.h" +# include "renderer.h" +#else +# include "platform.h" +# include +#endif + +#ifdef __cplusplus +extern "C" { +#endif + +#ifndef TESS_CALL +# if defined(WIN32) +# define TESS_CALL __cdecl +# else +# define TESS_CALL +# endif +#endif + +#ifndef BOOL +# define BOOL int +# define TRUE 1 +# define FALSE 0 +#endif + +#ifdef TESS_CAPI_INCLUDE_BASEAPI +typedef tesseract::TessResultRenderer TessResultRenderer; +typedef tesseract::TessTextRenderer TessTextRenderer; +typedef tesseract::TessHOcrRenderer TessHOcrRenderer; +typedef tesseract::TessPDFRenderer TessPDFRenderer; +typedef tesseract::TessUnlvRenderer TessUnlvRenderer; +typedef tesseract::TessBoxTextRenderer TessBoxTextRenderer; +typedef tesseract::TessBaseAPI TessBaseAPI; +typedef tesseract::PageIterator TessPageIterator; +typedef tesseract::ResultIterator TessResultIterator; +typedef tesseract::MutableIterator TessMutableIterator; +typedef tesseract::ChoiceIterator TessChoiceIterator; +typedef tesseract::OcrEngineMode TessOcrEngineMode; +typedef tesseract::PageSegMode TessPageSegMode; +typedef tesseract::ImageThresholder TessImageThresholder; +typedef tesseract::PageIteratorLevel TessPageIteratorLevel; +typedef tesseract::DictFunc TessDictFunc; +typedef tesseract::ProbabilityInContextFunc TessProbabilityInContextFunc; +// typedef tesseract::ParamsModelClassifyFunc TessParamsModelClassifyFunc; +typedef tesseract::FillLatticeFunc TessFillLatticeFunc; +typedef tesseract::Dawg TessDawg; +typedef tesseract::TruthCallback TessTruthCallback; +#ifndef NO_CUBE_BUILD +typedef tesseract::CubeRecoContext TessCubeRecoContext; +#endif // NO_CUBE_BUILD +typedef tesseract::Orientation TessOrientation; +typedef tesseract::ParagraphJustification TessParagraphJustification; +typedef tesseract::WritingDirection TessWritingDirection; +typedef tesseract::TextlineOrder TessTextlineOrder; +typedef PolyBlockType TessPolyBlockType; +#else +typedef struct TessResultRenderer TessResultRenderer; +typedef struct TessTextRenderer TessTextRenderer; +typedef struct TessHOcrRenderer TessHOcrRenderer; +typedef struct TessPDFRenderer TessPDFRenderer; +typedef struct TessUnlvRenderer TessUnlvRenderer; +typedef struct TessBoxTextRenderer TessBoxTextRenderer; +typedef struct TessBaseAPI TessBaseAPI; +typedef struct TessPageIterator TessPageIterator; +typedef struct TessResultIterator TessResultIterator; +typedef struct TessMutableIterator TessMutableIterator; +typedef struct TessChoiceIterator TessChoiceIterator; +typedef enum TessOcrEngineMode { OEM_TESSERACT_ONLY, OEM_CUBE_ONLY, OEM_TESSERACT_CUBE_COMBINED, OEM_DEFAULT } TessOcrEngineMode; +typedef enum TessPageSegMode { PSM_OSD_ONLY, PSM_AUTO_OSD, PSM_AUTO_ONLY, PSM_AUTO, PSM_SINGLE_COLUMN, PSM_SINGLE_BLOCK_VERT_TEXT, + PSM_SINGLE_BLOCK, PSM_SINGLE_LINE, PSM_SINGLE_WORD, PSM_CIRCLE_WORD, PSM_SINGLE_CHAR, PSM_SPARSE_TEXT, + PSM_SPARSE_TEXT_OSD, PSM_COUNT } TessPageSegMode; +typedef enum TessPageIteratorLevel { RIL_BLOCK, RIL_PARA, RIL_TEXTLINE, RIL_WORD, RIL_SYMBOL} TessPageIteratorLevel; +typedef enum TessPolyBlockType { PT_UNKNOWN, PT_FLOWING_TEXT, PT_HEADING_TEXT, PT_PULLOUT_TEXT, PT_EQUATION, PT_INLINE_EQUATION, + PT_TABLE, PT_VERTICAL_TEXT, PT_CAPTION_TEXT, PT_FLOWING_IMAGE, PT_HEADING_IMAGE, + PT_PULLOUT_IMAGE, PT_HORZ_LINE, PT_VERT_LINE, PT_NOISE, PT_COUNT } TessPolyBlockType; +typedef enum TessOrientation { ORIENTATION_PAGE_UP, ORIENTATION_PAGE_RIGHT, ORIENTATION_PAGE_DOWN, ORIENTATION_PAGE_LEFT } TessOrientation; +typedef enum TessParagraphJustification { JUSTIFICATION_UNKNOWN, JUSTIFICATION_LEFT, JUSTIFICATION_CENTER, JUSTIFICATION_RIGHT } TessParagraphJustification; +typedef enum TessWritingDirection { WRITING_DIRECTION_LEFT_TO_RIGHT, WRITING_DIRECTION_RIGHT_TO_LEFT, WRITING_DIRECTION_TOP_TO_BOTTOM } TessWritingDirection; +typedef enum TessTextlineOrder { TEXTLINE_ORDER_LEFT_TO_RIGHT, TEXTLINE_ORDER_RIGHT_TO_LEFT, TEXTLINE_ORDER_TOP_TO_BOTTOM } TessTextlineOrder; +typedef struct ETEXT_DESC ETEXT_DESC; +#endif + +struct Pix; +struct Boxa; +struct Pixa; + +/* General free functions */ + +TESS_API const char* + TESS_CALL TessVersion(); +TESS_API void TESS_CALL TessDeleteText(char* text); +TESS_API void TESS_CALL TessDeleteTextArray(char** arr); +TESS_API void TESS_CALL TessDeleteIntArray(int* arr); +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API void TESS_CALL TessDeleteBlockList(BLOCK_LIST* block_list); +#endif + +/* Renderer API */ +TESS_API TessResultRenderer* TESS_CALL TessTextRendererCreate(const char* outputbase); +TESS_API TessResultRenderer* TESS_CALL TessHOcrRendererCreate(const char* outputbase); +TESS_API TessResultRenderer* TESS_CALL TessHOcrRendererCreate2(const char* outputbase, BOOL font_info); +TESS_API TessResultRenderer* TESS_CALL TessPDFRendererCreate(const char* outputbase, const char* datadir); +TESS_API TessResultRenderer* TESS_CALL TessPDFRendererCreateTextonly(const char* outputbase, const char* datadir, + BOOL textonly); +TESS_API TessResultRenderer* TESS_CALL TessUnlvRendererCreate(const char* outputbase); +TESS_API TessResultRenderer* TESS_CALL TessBoxTextRendererCreate(const char* outputbase); + +TESS_API void TESS_CALL TessDeleteResultRenderer(TessResultRenderer* renderer); +TESS_API void TESS_CALL TessResultRendererInsert(TessResultRenderer* renderer, TessResultRenderer* next); +TESS_API TessResultRenderer* + TESS_CALL TessResultRendererNext(TessResultRenderer* renderer); +TESS_API BOOL TESS_CALL TessResultRendererBeginDocument(TessResultRenderer* renderer, const char* title); +TESS_API BOOL TESS_CALL TessResultRendererAddImage(TessResultRenderer* renderer, TessBaseAPI* api); +TESS_API BOOL TESS_CALL TessResultRendererEndDocument(TessResultRenderer* renderer); + +TESS_API const char* TESS_CALL TessResultRendererExtention(TessResultRenderer* renderer); +TESS_API const char* TESS_CALL TessResultRendererTitle(TessResultRenderer* renderer); +TESS_API int TESS_CALL TessResultRendererImageNum(TessResultRenderer* renderer); + +/* Base API */ + +TESS_API TessBaseAPI* + TESS_CALL TessBaseAPICreate(); +TESS_API void TESS_CALL TessBaseAPIDelete(TessBaseAPI* handle); + +TESS_API size_t TESS_CALL TessBaseAPIGetOpenCLDevice(TessBaseAPI* handle, void **device); + +TESS_API void TESS_CALL TessBaseAPISetInputName( TessBaseAPI* handle, const char* name); +TESS_API const char* TESS_CALL TessBaseAPIGetInputName(TessBaseAPI* handle); + +TESS_API void TESS_CALL TessBaseAPISetInputImage(TessBaseAPI* handle, struct Pix* pix); +TESS_API struct Pix* TESS_CALL TessBaseAPIGetInputImage(TessBaseAPI* handle); + +TESS_API int TESS_CALL TessBaseAPIGetSourceYResolution(TessBaseAPI* handle); +TESS_API const char* TESS_CALL TessBaseAPIGetDatapath(TessBaseAPI* handle); + +TESS_API void TESS_CALL TessBaseAPISetOutputName(TessBaseAPI* handle, const char* name); + +TESS_API BOOL TESS_CALL TessBaseAPISetVariable(TessBaseAPI* handle, const char* name, const char* value); +TESS_API BOOL TESS_CALL TessBaseAPISetDebugVariable(TessBaseAPI* handle, const char* name, const char* value); + +TESS_API BOOL TESS_CALL TessBaseAPIGetIntVariable( const TessBaseAPI* handle, const char* name, int* value); +TESS_API BOOL TESS_CALL TessBaseAPIGetBoolVariable( const TessBaseAPI* handle, const char* name, BOOL* value); +TESS_API BOOL TESS_CALL TessBaseAPIGetDoubleVariable(const TessBaseAPI* handle, const char* name, double* value); +TESS_API const char* + TESS_CALL TessBaseAPIGetStringVariable(const TessBaseAPI* handle, const char* name); + +TESS_API void TESS_CALL TessBaseAPIPrintVariables( const TessBaseAPI* handle, FILE* fp); +TESS_API BOOL TESS_CALL TessBaseAPIPrintVariablesToFile(const TessBaseAPI* handle, const char* filename); +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API BOOL TESS_CALL TessBaseAPIGetVariableAsString(TessBaseAPI* handle, const char* name, STRING* val); +#endif + +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API int TESS_CALL TessBaseAPIInit(TessBaseAPI* handle, const char* datapath, const char* language, + TessOcrEngineMode mode, char** configs, int configs_size, + const STRING* vars_vec, size_t vars_vec_size, + const STRING* vars_values, size_t vars_values_size, BOOL set_only_init_params); +#endif +TESS_API int TESS_CALL TessBaseAPIInit1(TessBaseAPI* handle, const char* datapath, const char* language, TessOcrEngineMode oem, + char** configs, int configs_size); +TESS_API int TESS_CALL TessBaseAPIInit2(TessBaseAPI* handle, const char* datapath, const char* language, TessOcrEngineMode oem); +TESS_API int TESS_CALL TessBaseAPIInit3(TessBaseAPI* handle, const char* datapath, const char* language); + +TESS_API int TESS_CALL TessBaseAPIInit4(TessBaseAPI* handle, const char* datapath, const char* language, TessOcrEngineMode mode, + char** configs, int configs_size, + char** vars_vec, char** vars_values, size_t vars_vec_size, + BOOL set_only_non_debug_params); + +TESS_API const char* + TESS_CALL TessBaseAPIGetInitLanguagesAsString(const TessBaseAPI* handle); +TESS_API char** + TESS_CALL TessBaseAPIGetLoadedLanguagesAsVector(const TessBaseAPI* handle); +TESS_API char** + TESS_CALL TessBaseAPIGetAvailableLanguagesAsVector(const TessBaseAPI* handle); + +TESS_API int TESS_CALL TessBaseAPIInitLangMod(TessBaseAPI* handle, const char* datapath, const char* language); +TESS_API void TESS_CALL TessBaseAPIInitForAnalysePage(TessBaseAPI* handle); + +TESS_API void TESS_CALL TessBaseAPIReadConfigFile(TessBaseAPI* handle, const char* filename); +TESS_API void TESS_CALL TessBaseAPIReadDebugConfigFile(TessBaseAPI* handle, const char* filename); + +TESS_API void TESS_CALL TessBaseAPISetPageSegMode(TessBaseAPI* handle, TessPageSegMode mode); +TESS_API TessPageSegMode + TESS_CALL TessBaseAPIGetPageSegMode(const TessBaseAPI* handle); + +TESS_API char* TESS_CALL TessBaseAPIRect(TessBaseAPI* handle, const unsigned char* imagedata, + int bytes_per_pixel, int bytes_per_line, + int left, int top, int width, int height); + +TESS_API void TESS_CALL TessBaseAPIClearAdaptiveClassifier(TessBaseAPI* handle); + +TESS_API void TESS_CALL TessBaseAPISetImage(TessBaseAPI* handle, const unsigned char* imagedata, int width, int height, + int bytes_per_pixel, int bytes_per_line); +TESS_API void TESS_CALL TessBaseAPISetImage2(TessBaseAPI* handle, struct Pix* pix); + +TESS_API void TESS_CALL TessBaseAPISetSourceResolution(TessBaseAPI* handle, int ppi); + +TESS_API void TESS_CALL TessBaseAPISetRectangle(TessBaseAPI* handle, int left, int top, int width, int height); + +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API void TESS_CALL TessBaseAPISetThresholder(TessBaseAPI* handle, TessImageThresholder* thresholder); +#endif + +TESS_API struct Pix* + TESS_CALL TessBaseAPIGetThresholdedImage( TessBaseAPI* handle); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetRegions( TessBaseAPI* handle, struct Pixa** pixa); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetTextlines( TessBaseAPI* handle, struct Pixa** pixa, int** blockids); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetTextlines1( TessBaseAPI* handle, const BOOL raw_image, const int raw_padding, + struct Pixa** pixa, int** blockids, int** paraids); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetStrips( TessBaseAPI* handle, struct Pixa** pixa, int** blockids); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetWords( TessBaseAPI* handle, struct Pixa** pixa); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetConnectedComponents(TessBaseAPI* handle, struct Pixa** cc); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetComponentImages( TessBaseAPI* handle, const TessPageIteratorLevel level, const BOOL text_only, + struct Pixa** pixa, int** blockids); +TESS_API struct Boxa* + TESS_CALL TessBaseAPIGetComponentImages1( TessBaseAPI* handle, const TessPageIteratorLevel level, const BOOL text_only, + const BOOL raw_image, const int raw_padding, + struct Pixa** pixa, int** blockids, int** paraids); + +TESS_API int TESS_CALL TessBaseAPIGetThresholdedImageScaleFactor(const TessBaseAPI* handle); + +TESS_API void TESS_CALL TessBaseAPIDumpPGM(TessBaseAPI* handle, const char* filename); + +TESS_API TessPageIterator* + TESS_CALL TessBaseAPIAnalyseLayout(TessBaseAPI* handle); + +TESS_API int TESS_CALL TessBaseAPIRecognize(TessBaseAPI* handle, ETEXT_DESC* monitor); +TESS_API int TESS_CALL TessBaseAPIRecognizeForChopTest(TessBaseAPI* handle, ETEXT_DESC* monitor); +TESS_API BOOL TESS_CALL TessBaseAPIProcessPages(TessBaseAPI* handle, const char* filename, const char* retry_config, + int timeout_millisec, TessResultRenderer* renderer); +TESS_API BOOL TESS_CALL TessBaseAPIProcessPage(TessBaseAPI* handle, struct Pix* pix, int page_index, const char* filename, + const char* retry_config, int timeout_millisec, TessResultRenderer* renderer); + +TESS_API TessResultIterator* + TESS_CALL TessBaseAPIGetIterator(TessBaseAPI* handle); +TESS_API TessMutableIterator* + TESS_CALL TessBaseAPIGetMutableIterator(TessBaseAPI* handle); + +TESS_API char* TESS_CALL TessBaseAPIGetUTF8Text(TessBaseAPI* handle); +TESS_API char* TESS_CALL TessBaseAPIGetHOCRText(TessBaseAPI* handle, int page_number); +TESS_API char* TESS_CALL TessBaseAPIGetBoxText(TessBaseAPI* handle, int page_number); +TESS_API char* TESS_CALL TessBaseAPIGetUNLVText(TessBaseAPI* handle); +TESS_API int TESS_CALL TessBaseAPIMeanTextConf(TessBaseAPI* handle); +TESS_API int* TESS_CALL TessBaseAPIAllWordConfidences(TessBaseAPI* handle); +TESS_API BOOL TESS_CALL TessBaseAPIAdaptToWordStr(TessBaseAPI* handle, TessPageSegMode mode, const char* wordstr); + +TESS_API void TESS_CALL TessBaseAPIClear(TessBaseAPI* handle); +TESS_API void TESS_CALL TessBaseAPIEnd(TessBaseAPI* handle); + +TESS_API int TESS_CALL TessBaseAPIIsValidWord(TessBaseAPI* handle, const char* word); +TESS_API BOOL TESS_CALL TessBaseAPIGetTextDirection(TessBaseAPI* handle, int* out_offset, float* out_slope); + +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API void TESS_CALL TessBaseAPISetDictFunc(TessBaseAPI* handle, TessDictFunc f); +TESS_API void TESS_CALL TessBaseAPIClearPersistentCache(TessBaseAPI* handle); +TESS_API void TESS_CALL TessBaseAPISetProbabilityInContextFunc(TessBaseAPI* handle, TessProbabilityInContextFunc f); + +TESS_API void TESS_CALL TessBaseAPISetFillLatticeFunc(TessBaseAPI* handle, TessFillLatticeFunc f); + +// Deprecated, no longer working +TESS_API BOOL TESS_CALL TessBaseAPIDetectOS(TessBaseAPI* handle, OSResults* results); + +// Call TessDeleteText(*best_script_name) to free memory allocated by this function +TESS_API BOOL TESS_CALL TessBaseAPIDetectOrientationScript(TessBaseAPI* handle, + int* orient_deg, float* orient_conf, const char **script_name, float* script_conf); + +TESS_API void TESS_CALL TessBaseAPIGetFeaturesForBlob(TessBaseAPI* handle, TBLOB* blob, INT_FEATURE_STRUCT* int_features, + int* num_features, int* FeatureOutlineIndex); + +TESS_API ROW* TESS_CALL TessFindRowForBox(BLOCK_LIST* blocks, int left, int top, int right, int bottom); +TESS_API void TESS_CALL TessBaseAPIRunAdaptiveClassifier(TessBaseAPI* handle, TBLOB* blob, int num_max_matches, + int* unichar_ids, float* ratings, int* num_matches_returned); +#endif + +TESS_API const char* + TESS_CALL TessBaseAPIGetUnichar(TessBaseAPI* handle, int unichar_id); + +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API const TessDawg* + TESS_CALL TessBaseAPIGetDawg(const TessBaseAPI* handle, int i); +TESS_API int TESS_CALL TessBaseAPINumDawgs(const TessBaseAPI* handle); +#endif + +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API ROW* TESS_CALL TessMakeTessOCRRow(float baseline, float xheight, float descender, float ascender); +TESS_API TBLOB* + TESS_CALL TessMakeTBLOB(Pix* pix); +TESS_API void TESS_CALL TessNormalizeTBLOB(TBLOB* tblob, ROW* row, BOOL numeric_mode); + +TESS_API TessOcrEngineMode + TESS_CALL TessBaseAPIOem(const TessBaseAPI* handle); +TESS_API void TESS_CALL TessBaseAPIInitTruthCallback(TessBaseAPI* handle, TessTruthCallback* cb); + +#ifndef NO_CUBE_BUILD +TESS_API TessCubeRecoContext* + TESS_CALL TessBaseAPIGetCubeRecoContext(const TessBaseAPI* handle); +#endif // NO_CUBE_BUILD +#endif + +TESS_API void TESS_CALL TessBaseAPISetMinOrientationMargin(TessBaseAPI* handle, double margin); +#ifdef TESS_CAPI_INCLUDE_BASEAPI +TESS_API void TESS_CALL TessBaseGetBlockTextOrientations(TessBaseAPI* handle, int** block_orientation, BOOL** vertical_writing); + +TESS_API BLOCK_LIST* + TESS_CALL TessBaseAPIFindLinesCreateBlockList(TessBaseAPI* handle); +#endif + +/* Page iterator */ + +TESS_API void TESS_CALL TessPageIteratorDelete(TessPageIterator* handle); +TESS_API TessPageIterator* + TESS_CALL TessPageIteratorCopy(const TessPageIterator* handle); + +TESS_API void TESS_CALL TessPageIteratorBegin(TessPageIterator* handle); +TESS_API BOOL TESS_CALL TessPageIteratorNext(TessPageIterator* handle, TessPageIteratorLevel level); +TESS_API BOOL TESS_CALL TessPageIteratorIsAtBeginningOf(const TessPageIterator* handle, TessPageIteratorLevel level); +TESS_API BOOL TESS_CALL TessPageIteratorIsAtFinalElement(const TessPageIterator* handle, TessPageIteratorLevel level, + TessPageIteratorLevel element); + +TESS_API BOOL TESS_CALL TessPageIteratorBoundingBox(const TessPageIterator* handle, TessPageIteratorLevel level, + int* left, int* top, int* right, int* bottom); +TESS_API TessPolyBlockType + TESS_CALL TessPageIteratorBlockType(const TessPageIterator* handle); + +TESS_API struct Pix* + TESS_CALL TessPageIteratorGetBinaryImage(const TessPageIterator* handle, TessPageIteratorLevel level); +TESS_API struct Pix* + TESS_CALL TessPageIteratorGetImage(const TessPageIterator* handle, TessPageIteratorLevel level, int padding, + struct Pix* original_image, int* left, int* top); + +TESS_API BOOL TESS_CALL TessPageIteratorBaseline(const TessPageIterator* handle, TessPageIteratorLevel level, + int* x1, int* y1, int* x2, int* y2); + +TESS_API void TESS_CALL TessPageIteratorOrientation(TessPageIterator* handle, TessOrientation* orientation, + TessWritingDirection* writing_direction, TessTextlineOrder* textline_order, + float* deskew_angle); + +TESS_API void TESS_CALL TessPageIteratorParagraphInfo(TessPageIterator* handle, TessParagraphJustification* justification, + BOOL *is_list_item, BOOL *is_crown, int *first_line_indent); + +/* Result iterator */ + +TESS_API void TESS_CALL TessResultIteratorDelete(TessResultIterator* handle); +TESS_API TessResultIterator* + TESS_CALL TessResultIteratorCopy(const TessResultIterator* handle); +TESS_API TessPageIterator* + TESS_CALL TessResultIteratorGetPageIterator(TessResultIterator* handle); +TESS_API const TessPageIterator* + TESS_CALL TessResultIteratorGetPageIteratorConst(const TessResultIterator* handle); +TESS_API TessChoiceIterator* + TESS_CALL TessResultIteratorGetChoiceIterator(const TessResultIterator* handle); + +TESS_API BOOL TESS_CALL TessResultIteratorNext(TessResultIterator* handle, TessPageIteratorLevel level); +TESS_API char* TESS_CALL TessResultIteratorGetUTF8Text(const TessResultIterator* handle, TessPageIteratorLevel level); +TESS_API float TESS_CALL TessResultIteratorConfidence(const TessResultIterator* handle, TessPageIteratorLevel level); +TESS_API const char* + TESS_CALL TessResultIteratorWordRecognitionLanguage(const TessResultIterator* handle); +TESS_API const char* + TESS_CALL TessResultIteratorWordFontAttributes(const TessResultIterator* handle, BOOL* is_bold, BOOL* is_italic, + BOOL* is_underlined, BOOL* is_monospace, BOOL* is_serif, + BOOL* is_smallcaps, int* pointsize, int* font_id); + +TESS_API BOOL TESS_CALL TessResultIteratorWordIsFromDictionary(const TessResultIterator* handle); +TESS_API BOOL TESS_CALL TessResultIteratorWordIsNumeric(const TessResultIterator* handle); +TESS_API BOOL TESS_CALL TessResultIteratorSymbolIsSuperscript(const TessResultIterator* handle); +TESS_API BOOL TESS_CALL TessResultIteratorSymbolIsSubscript(const TessResultIterator* handle); +TESS_API BOOL TESS_CALL TessResultIteratorSymbolIsDropcap(const TessResultIterator* handle); + +TESS_API void TESS_CALL TessChoiceIteratorDelete(TessChoiceIterator* handle); +TESS_API BOOL TESS_CALL TessChoiceIteratorNext(TessChoiceIterator* handle); +TESS_API const char* TESS_CALL TessChoiceIteratorGetUTF8Text(const TessChoiceIterator* handle); +TESS_API float TESS_CALL TessChoiceIteratorConfidence(const TessChoiceIterator* handle); + +#ifdef __cplusplus +} +#endif + +#endif // API_CAPI_H_ diff --git a/3rdparty/hgOCR/include/api/config_auto.h b/3rdparty/hgOCR/include/api/config_auto.h new file mode 100644 index 00000000..41df404d --- /dev/null +++ b/3rdparty/hgOCR/include/api/config_auto.h @@ -0,0 +1,9 @@ +#define HAVE_LIBJPEG 1 +#define HAVE_LIBTIFF 1 +#define HAVE_LIBPNG 1 +#define HAVE_LIBZ 1 +#define HAVE_LIBGIF 1 +#define HAVE_LIBUNGIF 0 +#define HAVE_LIBWEBP 1 +#define HAVE_LIBJP2K 1 +#define LIBJP2K_HEADER \ No newline at end of file diff --git a/3rdparty/hgOCR/include/api/pdfrenderer.cpp b/3rdparty/hgOCR/include/api/pdfrenderer.cpp new file mode 100644 index 00000000..01337203 --- /dev/null +++ b/3rdparty/hgOCR/include/api/pdfrenderer.cpp @@ -0,0 +1,1265 @@ +/////////////////////////////////////////////////////////////////////// +// File: pdfrenderer.cpp +// Description: PDF rendering interface to inject into TessBaseAPI +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "allheaders.h" +#include "baseapi.h" +#include "math.h" +#include "renderer.h" +#include "strngs.h" +#include "tprintf.h" + +#ifdef _MSC_VER +#include "mathfix.h" +#endif + +/* + +Design notes from Ken Sharp, with light editing. + +We think one solution is a font with a single glyph (.notdef) and a +CIDToGIDMap which maps all the CIDs to 0. That map would then be +stored as a stream in the PDF file, and when flate compressed should +be pretty small. The font, of course, will be approximately the same +size as the one you currently use. + +I'm working on such a font now, the CIDToGIDMap is trivial, you just +create a stream object which contains 128k bytes (2 bytes per possible +CID and your CIDs range from 0 to 65535) and where you currently have +"/CIDToGIDMap /Identity" you would have "/CIDToGIDMap 0 R". + +Note that if, in future, you were to use a different (ie not 2 byte) +CMap for character codes you could trivially extend the CIDToGIDMap. + +The following is an explanation of how some of the font stuff works, +this may be too simple for you in which case please accept my +apologies, its hard to know how much knowledge someone has. You can +skip all this anyway, its just for information. + +The font embedded in a PDF file is usually intended just to be +rendered, but extensions allow for at least some ability to locate (or +copy) text from a document. This isn't something which was an original +goal of the PDF format, but its been retro-fitted, presumably due to +popular demand. + +To do this reliably the PDF file must contain a ToUnicode CMap, a +device for mapping character codes to Unicode code points. If one of +these is present, then this will be used to convert the character +codes into Unicode values. If its not present then the reader will +fall back through a series of heuristics to try and guess the +result. This is, as you would expect, prone to failure. + +This doesn't concern you of course, since you always write a ToUnicode +CMap, so because you are writing the text in text rendering mode 3 it +would seem that you don't really need to worry about this, but in the +PDF spec you cannot have an isolated ToUnicode CMap, it has to be +attached to a font, so in order to get even copy/paste to work you +need to define a font. + +This is what leads to problems, tools like pdfwrite assume that they +are going to be able to (or even have to) modify the font entries, so +they require that the font being embedded be valid, and to be honest +the font Tesseract embeds isn't valid (for this purpose). + + +To see why lets look at how text is specified in a PDF file: + +(Test) Tj + +Now that looks like text but actually it isn't. Each of those bytes is +a 'character code'. When it comes to rendering the text a complex +sequence of events takes place, which converts the character code into +'something' which the font understands. Its entirely possible via +character mappings to have that text render as 'Sftu' + +For simple fonts (PostScript type 1), we use the character code as the +index into an Encoding array (256 elements), each element of which is +a glyph name, so this gives us a glyph name. We then consult the +CharStrings dictionary in the font, that's a complex object which +contains pairs of keys and values, you can use the key to retrieve a +given value. So we have a glyph name, we then use that as the key to +the dictionary and retrieve the associated value. For a type 1 font, +the value is a glyph program that describes how to draw the glyph. + +For CIDFonts, its a little more complicated. Because CIDFonts can be +large, using a glyph name as the key is unreasonable (it would also +lead to unfeasibly large Encoding arrays), so instead we use a 'CID' +as the key. CIDs are just numbers. + +But.... We don't use the character code as the CID. What we do is use +a CMap to convert the character code into a CID. We then use the CID +to key the CharStrings dictionary and proceed as before. So the 'CMap' +is the equivalent of the Encoding array, but its a more compact and +flexible representation. + +Note that you have to use the CMap just to find out how many bytes +constitute a character code, and it can be variable. For example you +can say if the first byte is 0x00->0x7f then its just one byte, if its +0x80->0xf0 then its 2 bytes and if its 0xf0->0xff then its 3 bytes. I +have seen CMaps defining character codes up to 5 bytes wide. + +Now that's fine for 'PostScript' CIDFonts, but its not sufficient for +TrueType CIDFonts. The thing is that TrueType fonts are accessed using +a Glyph ID (GID) (and the LOCA table) which may well not be anything +like the CID. So for this case PDF includes a CIDToGIDMap. That maps +the CIDs to GIDs, and we can then use the GID to get the glyph +description from the GLYF table of the font. + +So for a TrueType CIDFont, character-code->CID->GID->glyf-program. + +Looking at the PDF file I was supplied with we see that it contains +text like : + +<0x0075> Tj + +So we start by taking the character code (117) and look it up in the +CMap. Well you don't supply a CMap, you just use the Identity-H one +which is predefined. So character code 117 maps to CID 117. Then we +use the CIDToGIDMap, again you don't supply one, you just use the +predefined 'Identity' map. So CID 117 maps to GID 117. But the font we +were supplied with only contains 116 glyphs. + +Now for Latin that's not a huge problem, you can just supply a bigger +font. But for more complex languages that *is* going to be more of a +problem. Either you need to supply a font which contains glyphs for +all the possible CID->GID mappings, or we need to think laterally. + +Our solution using a TrueType CIDFont is to intervene at the +CIDToGIDMap stage and convert all the CIDs to GID 0. Then we have a +font with just one glyph, the .notdef glyph at GID 0. This is what I'm +looking into now. + +It would also be possible to have a 'PostScript' (ie type 1 outlines) +CIDFont which contained 1 glyph, and a CMap which mapped all character +codes to CID 0. The effect would be the same. + +Its possible (I haven't checked) that the PostScript CIDFont and +associated CMap would be smaller than the TrueType font and associated +CIDToGIDMap. + +--- in a followup --- + +OK there is a small problem there, if I use GID 0 then Acrobat gets +upset about it and complains it cannot extract the font. If I set the +CIDToGIDMap so that all the entries are 1 instead, it's happy. Totally +mad...... + +*/ + +namespace tesseract { + + // Use for PDF object fragments. Must be large enough + // to hold a colormap with 256 colors in the verbose + // PDF representation. + static const int kBasicBufSize = 2048; + + // If the font is 10 pts, nominal character width is 5 pts + static const int kCharWidth = 2; + + // Used for memory allocation. A codepoint must take no more than this + // many bytes, when written in the PDF way. e.g. "<0063>" for the + // letter 'c' + static const int kMaxBytesPerCodepoint = 20; + + /********************************************************************** + * PDF Renderer interface implementation + **********************************************************************/ + + TessPDFRenderer::TessPDFRenderer(const char *outputbase, const char *datadir) + : TessResultRenderer(outputbase, "pdf") { + TessPDFRenderer(outputbase, datadir, false); + } + + TessPDFRenderer::TessPDFRenderer(const char *outputbase, const char *datadir, + bool textonly) + : TessResultRenderer(outputbase, "pdf") { + obj_ = 0; + datadir_ = datadir; + textonly_ = textonly; + offsets_.push_back(0); + } + + void TessPDFRenderer::AppendPDFObjectDIY(size_t objectsize) { + offsets_.push_back(objectsize + offsets_.back()); + obj_++; + } + + void TessPDFRenderer::AppendPDFObject(const char *data) { + AppendPDFObjectDIY(strlen(data)); + AppendString((const char *)data); + } + + // Helper function to prevent us from accidentally writing + // scientific notation to an HOCR or PDF file. Besides, three + // decimal points are all you really need. + double prec(double x) { + double kPrecision = 1000.0; + double a = round(x * kPrecision) / kPrecision; + if (a == -0) + return 0; + return a; + } + + long dist2(int x1, int y1, int x2, int y2) { + return (x2 - x1) * (x2 - x1) + (y2 - y1) * (y2 - y1); + } + + // Viewers like evince can get really confused during copy-paste when + // the baseline wanders around. So I've decided to project every word + // onto the (straight) line baseline. All numbers are in the native + // PDF coordinate system, which has the origin in the bottom left and + // the unit is points, which is 1/72 inch. Tesseract reports baselines + // left-to-right no matter what the reading order is. We need the + // word baseline in reading order, so we do that conversion here. Returns + // the word's baseline origin and length. + void GetWordBaseline(int writing_direction, int ppi, int height, + int word_x1, int word_y1, int word_x2, int word_y2, + int line_x1, int line_y1, int line_x2, int line_y2, + double *x0, double *y0, double *length) { + if (writing_direction == WRITING_DIRECTION_RIGHT_TO_LEFT) { + Swap(&word_x1, &word_x2); + Swap(&word_y1, &word_y2); + } + double word_length; + double x, y; + { + int px = word_x1; + int py = word_y1; + double l2 = dist2(line_x1, line_y1, line_x2, line_y2); + if (l2 == 0) { + x = line_x1; + y = line_y1; + } + else { + double t = ((px - line_x2) * (line_x2 - line_x1) + + (py - line_y2) * (line_y2 - line_y1)) / l2; + x = line_x2 + t * (line_x2 - line_x1); + y = line_y2 + t * (line_y2 - line_y1); + } + word_length = sqrt(static_cast(dist2(word_x1, word_y1, + word_x2, word_y2))); + word_length = word_length * 72.0 / ppi; + x = x * 72 / ppi; + y = height - (y * 72.0 / ppi); + } + *x0 = x; + *y0 = y; + *length = word_length; + } + + // Compute coefficients for an affine matrix describing the rotation + // of the text. If the text is right-to-left such as Arabic or Hebrew, + // we reflect over the Y-axis. This matrix will set the coordinate + // system for placing text in the PDF file. + // + // RTL + // [ x' ] = [ a b ][ x ] = [-1 0 ] [ cos sin ][ x ] + // [ y' ] [ c d ][ y ] [ 0 1 ] [-sin cos ][ y ] + void AffineMatrix(int writing_direction, + int line_x1, int line_y1, int line_x2, int line_y2, + double *a, double *b, double *c, double *d) { + double theta = atan2(static_cast(line_y1 - line_y2), + static_cast(line_x2 - line_x1)); + *a = cos(theta); + *b = sin(theta); + *c = -sin(theta); + *d = cos(theta); + switch (writing_direction) { + case WRITING_DIRECTION_RIGHT_TO_LEFT: + *a = -*a; + *b = -*b; + break; + case WRITING_DIRECTION_TOP_TO_BOTTOM: + // TODO(jbreiden) Consider using the vertical PDF writing mode. + break; + default: + break; + } + } + + // There are some really awkward PDF viewers in the wild, such as + // 'Preview' which ships with the Mac. They do a better job with text + // selection and highlighting when given perfectly flat baseline + // instead of very slightly tilted. We clip small tilts to appease + // these viewers. I chose this threshold large enough to absorb noise, + // but small enough that lines probably won't cross each other if the + // whole page is tilted at almost exactly the clipping threshold. + void ClipBaseline(int ppi, int x1, int y1, int x2, int y2, + int *line_x1, int *line_y1, + int *line_x2, int *line_y2) { + *line_x1 = x1; + *line_y1 = y1; + *line_x2 = x2; + *line_y2 = y2; + double rise = abs(y2 - y1) * 72 / ppi; + double run = abs(x2 - x1) * 72 / ppi; + if (rise < 2.0 && 2.0 < run) + *line_y1 = *line_y2 = (y1 + y2) / 2; + } + + bool CodepointToUtf16be(int code, char utf16[kMaxBytesPerCodepoint]) { + if ((code > 0xD7FF && code < 0xE000) || code > 0x10FFFF) { + tprintf("Dropping invalid codepoint %d\n", code); + return false; + } + if (code < 0x10000) { + snprintf(utf16, kMaxBytesPerCodepoint, "%04X", code); + } + else { + int a = code - 0x010000; + int high_surrogate = (0x03FF & (a >> 10)) + 0xD800; + int low_surrogate = (0x03FF & a) + 0xDC00; + snprintf(utf16, kMaxBytesPerCodepoint, + "%04X%04X", high_surrogate, low_surrogate); + } + return true; + } + + char* TessPDFRenderer::GetPDFTextObjects(TessBaseAPI* api, + double width, double height) { + STRING pdf_str(""); + double ppi = api->GetSourceYResolution(); + + // These initial conditions are all arbitrary and will be overwritten + double old_x = 0.0, old_y = 0.0; + int old_fontsize = 0; + tesseract::WritingDirection old_writing_direction = + WRITING_DIRECTION_LEFT_TO_RIGHT; + bool new_block = true; + int fontsize = 0; + double a = 1; + double b = 0; + double c = 0; + double d = 1; + + // TODO(jbreiden) This marries the text and image together. + // Slightly cleaner from an abstraction standpoint if this were to + // live inside a separate text object. + pdf_str += "q "; + pdf_str.add_str_double("", prec(width)); + pdf_str += " 0 0 "; + pdf_str.add_str_double("", prec(height)); + pdf_str += " 0 0 cm"; + if (!textonly_) { + pdf_str += " /Im1 Do"; + } + pdf_str += " Q\n"; + + int line_x1 = 0; + int line_y1 = 0; + int line_x2 = 0; + int line_y2 = 0; + + ResultIterator *res_it = api->GetIterator(); + while (!res_it->Empty(RIL_BLOCK)) { + if (res_it->IsAtBeginningOf(RIL_BLOCK)) { + pdf_str += "BT\n3 Tr"; // Begin text object, use invisible ink + old_fontsize = 0; // Every block will declare its fontsize + new_block = true; // Every block will declare its affine matrix + } + + if (res_it->IsAtBeginningOf(RIL_TEXTLINE)) { + int x1, y1, x2, y2; + res_it->Baseline(RIL_TEXTLINE, &x1, &y1, &x2, &y2); + ClipBaseline(ppi, x1, y1, x2, y2, &line_x1, &line_y1, &line_x2, &line_y2); + } + + if (res_it->Empty(RIL_WORD)) { + res_it->Next(RIL_WORD); + continue; + } + + // Writing direction changes at a per-word granularity + tesseract::WritingDirection writing_direction; + { + tesseract::Orientation orientation; + tesseract::TextlineOrder textline_order; + float deskew_angle; + res_it->Orientation(&orientation, &writing_direction, + &textline_order, &deskew_angle); + if (writing_direction != WRITING_DIRECTION_TOP_TO_BOTTOM) { + switch (res_it->WordDirection()) { + case DIR_LEFT_TO_RIGHT: + writing_direction = WRITING_DIRECTION_LEFT_TO_RIGHT; + break; + case DIR_RIGHT_TO_LEFT: + writing_direction = WRITING_DIRECTION_RIGHT_TO_LEFT; + break; + default: + writing_direction = old_writing_direction; + } + } + } + + // Where is word origin and how long is it? + double x, y, word_length; + { + int word_x1, word_y1, word_x2, word_y2; + res_it->Baseline(RIL_WORD, &word_x1, &word_y1, &word_x2, &word_y2); + GetWordBaseline(writing_direction, ppi, height, + word_x1, word_y1, word_x2, word_y2, + line_x1, line_y1, line_x2, line_y2, + &x, &y, &word_length); + } + + if (writing_direction != old_writing_direction || new_block) { + AffineMatrix(writing_direction, + line_x1, line_y1, line_x2, line_y2, &a, &b, &c, &d); + pdf_str.add_str_double(" ", prec(a)); // . This affine matrix + pdf_str.add_str_double(" ", prec(b)); // . sets the coordinate + pdf_str.add_str_double(" ", prec(c)); // . system for all + pdf_str.add_str_double(" ", prec(d)); // . text that follows. + pdf_str.add_str_double(" ", prec(x)); // . + pdf_str.add_str_double(" ", prec(y)); // . + pdf_str += (" Tm "); // Place cursor absolutely + new_block = false; + } + else { + double dx = x - old_x; + double dy = y - old_y; + pdf_str.add_str_double(" ", prec(dx * a + dy * b)); + pdf_str.add_str_double(" ", prec(dx * c + dy * d)); + pdf_str += (" Td "); // Relative moveto + } + old_x = x; + old_y = y; + old_writing_direction = writing_direction; + + // Adjust font size on a per word granularity. Pay attention to + // fontsize, old_fontsize, and pdf_str. We've found that for + // in Arabic, Tesseract will happily return a fontsize of zero, + // so we make up a default number to protect ourselves. + { + bool bold, italic, underlined, monospace, serif, smallcaps; + int font_id; + res_it->WordFontAttributes(&bold, &italic, &underlined, &monospace, + &serif, &smallcaps, &fontsize, &font_id); + const int kDefaultFontsize = 8; + if (fontsize <= 0) + fontsize = kDefaultFontsize; + if (fontsize != old_fontsize) { + char textfont[20]; + snprintf(textfont, sizeof(textfont), "/f-0-0 %d Tf ", fontsize); + pdf_str += textfont; + old_fontsize = fontsize; + } + } + + bool last_word_in_line = res_it->IsAtFinalElement(RIL_TEXTLINE, RIL_WORD); + bool last_word_in_block = res_it->IsAtFinalElement(RIL_BLOCK, RIL_WORD); + STRING pdf_word(""); + int pdf_word_len = 0; + do { + const char *grapheme = res_it->GetUTF8Text(RIL_SYMBOL); + if (grapheme && grapheme[0] != '\0') { + GenericVector unicodes; + UNICHAR::UTF8ToUnicode(grapheme, &unicodes); + char utf16[kMaxBytesPerCodepoint]; + for (int i = 0; i < unicodes.length(); i++) { + int code = unicodes[i]; + if (CodepointToUtf16be(code, utf16)) { + pdf_word += utf16; + pdf_word_len++; + } + } + } + delete[]grapheme; + res_it->Next(RIL_SYMBOL); + } while (!res_it->Empty(RIL_BLOCK) && !res_it->IsAtBeginningOf(RIL_WORD)); + if (word_length > 0 && pdf_word_len > 0 && fontsize > 0) { + double h_stretch = + kCharWidth * prec(100.0 * word_length / (fontsize * pdf_word_len)); + pdf_str.add_str_double("", h_stretch); + pdf_str += " Tz"; // horizontal stretch + pdf_str += " [ <"; + pdf_str += pdf_word; // UTF-16BE representation + pdf_str += "> ] TJ"; // show the text + } + if (last_word_in_line) { + pdf_str += " \n"; + } + if (last_word_in_block) { + pdf_str += "ET\n"; // end the text object + } + } + char *ret = new char[pdf_str.length() + 1]; + strcpy(ret, pdf_str.string()); + delete res_it; + return ret; + } + + bool TessPDFRenderer::BeginDocumentHandler() { + char buf[kBasicBufSize]; + size_t n; + + n = snprintf(buf, sizeof(buf), + "%%PDF-1.5\n" + "%%%c%c%c%c\n", + 0xDE, 0xAD, 0xBE, 0xEB); + if (n >= sizeof(buf)) return false; + AppendPDFObject(buf); + + // CATALOG + n = snprintf(buf, sizeof(buf), + "1 0 obj\n" + "<<\n" + " /Type /Catalog\n" + " /Pages %ld 0 R\n" + ">>\n" + "endobj\n", + 2L); + if (n >= sizeof(buf)) return false; + AppendPDFObject(buf); + + // We are reserving object #2 for the /Pages + // object, which I am going to create and write + // at the end of the PDF file. + AppendPDFObject(""); + + // TYPE0 FONT + n = snprintf(buf, sizeof(buf), + "3 0 obj\n" + "<<\n" + " /BaseFont /GlyphLessFont\n" + " /DescendantFonts [ %ld 0 R ]\n" + " /Encoding /Identity-H\n" + " /Subtype /Type0\n" + " /ToUnicode %ld 0 R\n" + " /Type /Font\n" + ">>\n" + "endobj\n", + 4L, // CIDFontType2 font + 6L // ToUnicode + ); + if (n >= sizeof(buf)) return false; + AppendPDFObject(buf); + + // CIDFONTTYPE2 + n = snprintf(buf, sizeof(buf), + "4 0 obj\n" + "<<\n" + " /BaseFont /GlyphLessFont\n" + " /CIDToGIDMap %ld 0 R\n" + " /CIDSystemInfo\n" + " <<\n" + " /Ordering (Identity)\n" + " /Registry (Adobe)\n" + " /Supplement 0\n" + " >>\n" + " /FontDescriptor %ld 0 R\n" + " /Subtype /CIDFontType2\n" + " /Type /Font\n" + " /DW %d\n" + ">>\n" + "endobj\n", + 5L, // CIDToGIDMap + 7L, // Font descriptor + 1000 / kCharWidth); + if (n >= sizeof(buf)) return false; + AppendPDFObject(buf); + + // CIDTOGIDMAP + const int kCIDToGIDMapSize = 2 * (1 << 16); + unsigned char *cidtogidmap = new unsigned char[kCIDToGIDMapSize]; + for (int i = 0; i < kCIDToGIDMapSize; i++) { + cidtogidmap[i] = (i % 2) ? 1 : 0; + } + size_t len; + unsigned char *comp = + zlibCompress(cidtogidmap, kCIDToGIDMapSize, &len); + + unsigned char aaa[210]; + memcpy(aaa, comp, 210); + delete[] cidtogidmap; + n = snprintf(buf, sizeof(buf), + "5 0 obj\n" + "<<\n" + " /Length %lu /Filter /FlateDecode\n" + ">>\n" + "stream\n", + (unsigned long)len); + if (n >= sizeof(buf)) { + lept_free(comp); + return false; + } + AppendString(buf); + long objsize = strlen(buf); + AppendData(reinterpret_cast(comp), len); + objsize += len; + lept_free(comp); + const char *endstream_endobj = + "endstream\n" + "endobj\n"; + AppendString(endstream_endobj); + objsize += strlen(endstream_endobj); + AppendPDFObjectDIY(objsize); + + const char *stream = + "/CIDInit /ProcSet findresource begin\n" + "12 dict begin\n" + "begincmap\n" + "/CIDSystemInfo\n" + "<<\n" + " /Registry (Adobe)\n" + " /Ordering (UCS)\n" + " /Supplement 0\n" + ">> def\n" + "/CMapName /Adobe-Identify-UCS def\n" + "/CMapType 2 def\n" + "1 begincodespacerange\n" + "<0000> \n" + "endcodespacerange\n" + "1 beginbfrange\n" + "<0000> <0000>\n" + "endbfrange\n" + "endcmap\n" + "CMapName currentdict /CMap defineresource pop\n" + "end\n" + "end\n"; + + // TOUNICODE + n = snprintf(buf, sizeof(buf), + "6 0 obj\n" + "<< /Length %lu >>\n" + "stream\n" + "%s" + "endstream\n" + "endobj\n", (unsigned long)strlen(stream), stream); + if (n >= sizeof(buf)) return false; + AppendPDFObject(buf); + + // FONT DESCRIPTOR + n = snprintf(buf, sizeof(buf), + "7 0 obj\n" + "<<\n" + " /Ascent %d\n" + " /CapHeight %d\n" + " /Descent -1\n" // Spec says must be negative + " /Flags 5\n" // FixedPitch + Symbolic + " /FontBBox [ 0 0 %d %d ]\n" + " /FontFile2 %ld 0 R\n" + " /FontName /GlyphLessFont\n" + " /ItalicAngle 0\n" + " /StemV 80\n" + " /Type /FontDescriptor\n" + ">>\n" + "endobj\n", + 1000, + 1000, + 1000 / kCharWidth, + 1000, + 8L // Font data + ); + if (n >= sizeof(buf)) return false; + AppendPDFObject(buf); + + n = snprintf(buf, sizeof(buf), "%s/pdf.ttf", datadir_); + if (n >= sizeof(buf)) return false; + FILE *fp = fopen("tessdata/pdf.ttf", "rb"); + if (!fp) { + tprintf("Can not open file \"%s\"!\n", buf); + return false; + } + fseek(fp, 0, SEEK_END); + long int size = ftell(fp); + fseek(fp, 0, SEEK_SET); + char *buffer = new char[size]; + if (fread(buffer, 1, size, fp) != size) { + fclose(fp); + delete[] buffer; + return false; + } + fclose(fp); + // FONTFILE2 + n = snprintf(buf, sizeof(buf), + "8 0 obj\n" + "<<\n" + " /Length %ld\n" + " /Length1 %ld\n" + ">>\n" + "stream\n", size, size); + if (n >= sizeof(buf)) { + delete[] buffer; + return false; + } + AppendString(buf); + objsize = strlen(buf); + AppendData(buffer, size); + delete[] buffer; + objsize += size; + AppendString(endstream_endobj); + objsize += strlen(endstream_endobj); + AppendPDFObjectDIY(objsize); + return true; + } + + bool TessPDFRenderer::imageToPDFObj(Pix *pix, + char *filename, + long int objnum, + char **pdf_object, + long int *pdf_object_size) { + size_t n; + char b0[kBasicBufSize]; + char b1[kBasicBufSize]; + char b2[kBasicBufSize]; + if (!pdf_object_size || !pdf_object) + return false; + *pdf_object = NULL; + *pdf_object_size = 0; + if (!filename) + return false; + + L_Compressed_Data *cid = NULL; + const int kJpegQuality = 85; + + int format, sad; + findFileFormat(filename, &format); + if (pixGetSpp(pix) == 4 && format == IFF_PNG) { + Pix *p1 = pixAlphaBlendUniform(pix, 0xffffff00); + sad = pixGenerateCIData(p1, L_FLATE_ENCODE, 0, 0, &cid); + pixDestroy(&p1); + } + else { + sad = l_generateCIDataForPdf(filename, pix, kJpegQuality, &cid); + } + + if (sad || !cid) { + l_CIDataDestroy(&cid); + return false; + } + + const char *group4 = ""; + const char *filter; + switch (cid->type) { + case L_FLATE_ENCODE: + filter = "/FlateDecode"; + break; + case L_JPEG_ENCODE: + filter = "/DCTDecode"; + break; + case L_G4_ENCODE: + filter = "/CCITTFaxDecode"; + group4 = " /K -1\n"; + break; + case L_JP2K_ENCODE: + filter = "/JPXDecode"; + break; + default: + l_CIDataDestroy(&cid); + return false; + } + + // Maybe someday we will accept RGBA but today is not that day. + // It requires creating an /SMask for the alpha channel. + // http://stackoverflow.com/questions/14220221 + const char *colorspace; + if (cid->ncolors > 0) { + n = snprintf(b0, sizeof(b0), + " /ColorSpace [ /Indexed /DeviceRGB %d %s ]\n", + cid->ncolors - 1, cid->cmapdatahex); + if (n >= sizeof(b0)) { + l_CIDataDestroy(&cid); + return false; + } + colorspace = b0; + } + else { + switch (cid->spp) { + case 1: + colorspace = " /ColorSpace /DeviceGray\n"; + break; + case 3: + colorspace = " /ColorSpace /DeviceRGB\n"; + break; + default: + l_CIDataDestroy(&cid); + return false; + } + } + + int predictor = (cid->predictor) ? 14 : 1; + + // IMAGE + n = snprintf(b1, sizeof(b1), + "%ld 0 obj\n" + "<<\n" + " /Length %ld\n" + " /Subtype /Image\n", + objnum, (unsigned long)cid->nbytescomp); + if (n >= sizeof(b1)) { + l_CIDataDestroy(&cid); + return false; + } + + n = snprintf(b2, sizeof(b2), + " /Width %d\n" + " /Height %d\n" + " /BitsPerComponent %d\n" + " /Filter %s\n" + " /DecodeParms\n" + " <<\n" + " /Predictor %d\n" + " /Colors %d\n" + "%s" + " /Columns %d\n" + " /BitsPerComponent %d\n" + " >>\n" + ">>\n" + "stream\n", + cid->w, cid->h, cid->bps, filter, predictor, cid->spp, + group4, cid->w, cid->bps); + if (n >= sizeof(b2)) { + l_CIDataDestroy(&cid); + return false; + } + + const char *b3 = + "endstream\n" + "endobj\n"; + + size_t b1_len = strlen(b1); + size_t b2_len = strlen(b2); + size_t b3_len = strlen(b3); + size_t colorspace_len = strlen(colorspace); + + *pdf_object_size = + b1_len + colorspace_len + b2_len + cid->nbytescomp + b3_len; + *pdf_object = new char[*pdf_object_size]; + + char *p = *pdf_object; + memcpy(p, b1, b1_len); + p += b1_len; + memcpy(p, colorspace, colorspace_len); + p += colorspace_len; + memcpy(p, b2, b2_len); + p += b2_len; + memcpy(p, cid->datacomp, cid->nbytescomp); + p += cid->nbytescomp; + memcpy(p, b3, b3_len); + l_CIDataDestroy(&cid); + return true; + } + + bool TessPDFRenderer::imageToPDFObj(const char* jpgdata, int len, long int objnum, + char **pdf_object, long int *pdf_object_size) + { + size_t n; + char b0[kBasicBufSize]; + char b1[kBasicBufSize]; + char b2[kBasicBufSize]; + if (!pdf_object_size || !pdf_object) + return false; + *pdf_object = NULL; + *pdf_object_size = 0; + + L_Compressed_Data *cid = (L_COMP_DATA *)LEPT_CALLOC(1, sizeof(L_COMP_DATA)); + char* data = const_cast(jpgdata); + cid->w = 1653; + cid->h = 2338; + cid->res = 200; + cid->bps = 8; + cid->type = L_JPEG_ENCODE; + cid->nbytescomp = len; + cid->datacomp = reinterpret_cast(data); + cid->spp = 1; + + if (!cid) + { + l_CIDataDestroy(&cid); + return false; + } + + const char *group4 = ""; + const char *filter; + switch (cid->type) { + case L_FLATE_ENCODE: + filter = "/FlateDecode"; + break; + case L_JPEG_ENCODE: + filter = "/DCTDecode"; + break; + case L_G4_ENCODE: + filter = "/CCITTFaxDecode"; + group4 = " /K -1\n"; + break; + case L_JP2K_ENCODE: + filter = "/JPXDecode"; + break; + default: + l_CIDataDestroy(&cid); + return false; + } + + // Maybe someday we will accept RGBA but today is not that day. + // It requires creating an /SMask for the alpha channel. + // http://stackoverflow.com/questions/14220221 + const char *colorspace; + if (cid->ncolors > 0) { + n = snprintf(b0, sizeof(b0), + " /ColorSpace [ /Indexed /DeviceRGB %d %s ]\n", + cid->ncolors - 1, cid->cmapdatahex); + if (n >= sizeof(b0)) { + l_CIDataDestroy(&cid); + return false; + } + colorspace = b0; + } + else { + switch (cid->spp) { + case 1: + colorspace = " /ColorSpace /DeviceGray\n"; + break; + case 3: + colorspace = " /ColorSpace /DeviceRGB\n"; + break; + default: + l_CIDataDestroy(&cid); + return false; + } + } + + int predictor = (cid->predictor) ? 14 : 1; + + // IMAGE + n = snprintf(b1, sizeof(b1), + "%ld 0 obj\n" + "<<\n" + " /Length %ld\n" + " /Subtype /Image\n", + objnum, (unsigned long)cid->nbytescomp); + if (n >= sizeof(b1)) { + l_CIDataDestroy(&cid); + return false; + } + + n = snprintf(b2, sizeof(b2), + " /Width %d\n" + " /Height %d\n" + " /BitsPerComponent %d\n" + " /Filter %s\n" + " /DecodeParms\n" + " <<\n" + " /Predictor %d\n" + " /Colors %d\n" + "%s" + " /Columns %d\n" + " /BitsPerComponent %d\n" + " >>\n" + ">>\n" + "stream\n", + cid->w, cid->h, cid->bps, filter, predictor, cid->spp, + group4, cid->w, cid->bps); + if (n >= sizeof(b2)) { + l_CIDataDestroy(&cid); + return false; + } + + const char *b3 = + "endstream\n" + "endobj\n"; + + size_t b1_len = strlen(b1); + size_t b2_len = strlen(b2); + size_t b3_len = strlen(b3); + size_t colorspace_len = strlen(colorspace); + + *pdf_object_size = + b1_len + colorspace_len + b2_len + cid->nbytescomp + b3_len; + *pdf_object = new char[*pdf_object_size]; + + char *p = *pdf_object; + memcpy(p, b1, b1_len); + p += b1_len; + memcpy(p, colorspace, colorspace_len); + p += colorspace_len; + memcpy(p, b2, b2_len); + p += b2_len; + memcpy(p, cid->datacomp, cid->nbytescomp); + p += cid->nbytescomp; + memcpy(p, b3, b3_len); + l_CIDataDestroy(&cid); + return true; + } + + bool TessPDFRenderer::AddImageHandler(TessBaseAPI* api) { + size_t n; + char buf[kBasicBufSize]; + char buf2[kBasicBufSize]; + Pix *pix = api->GetInputImage(); + char *filename = (char *)api->GetInputName(); + int ppi = api->GetSourceYResolution(); + if (!pix || ppi <= 0) + return false; + double width = pixGetWidth(pix) * 72.0 / ppi; + double height = pixGetHeight(pix) * 72.0 / ppi; + + snprintf(buf2, sizeof(buf2), "/XObject << /Im1 %ld 0 R >>\n", obj_ + 2); + const char *xobject = (textonly_) ? "" : buf2; + + // PAGE + n = snprintf(buf, sizeof(buf), + "%ld 0 obj\n" + "<<\n" + " /Type /Page\n" + " /Parent %ld 0 R\n" + " /MediaBox [0 0 %.2f %.2f]\n" + " /Contents %ld 0 R\n" + " /Resources\n" + " <<\n" + " %s" + " /ProcSet [ /PDF /Text /ImageB /ImageI /ImageC ]\n" + " /Font << /f-0-0 %ld 0 R >>\n" + " >>\n" + ">>\n" + "endobj\n", + obj_, + 2L, // Pages object + width, height, + obj_ + 1, // Contents object + xobject, // Image object + 3L); // Type0 Font + if (n >= sizeof(buf)) return false; + pages_.push_back(obj_); + AppendPDFObject(buf); + + // CONTENTS + char* pdftext = GetPDFTextObjects(api, width, height); + long pdftext_len = strlen(pdftext); + unsigned char *pdftext_casted = reinterpret_cast(pdftext); + size_t len; + unsigned char *comp_pdftext = + zlibCompress(pdftext_casted, pdftext_len, &len); + long comp_pdftext_len = len; + n = snprintf(buf, sizeof(buf), + "%ld 0 obj\n" + "<<\n" + " /Length %ld /Filter /FlateDecode\n" + ">>\n" + "stream\n", obj_, comp_pdftext_len); + if (n >= sizeof(buf)) { + delete[] pdftext; + lept_free(comp_pdftext); + return false; + } + AppendString(buf); + long objsize = strlen(buf); + AppendData(reinterpret_cast(comp_pdftext), comp_pdftext_len); + objsize += comp_pdftext_len; + lept_free(comp_pdftext); + delete[] pdftext; + const char *b2 = + "endstream\n" + "endobj\n"; + AppendString(b2); + objsize += strlen(b2); + AppendPDFObjectDIY(objsize); + + if (!textonly_) { + char *pdf_object = NULL; + if (!imageToPDFObj(pix, filename, obj_, &pdf_object, &objsize)) { + return false; + } + AppendData(pdf_object, objsize); + AppendPDFObjectDIY(objsize); + delete[] pdf_object; + } + return true; + } + + bool TessPDFRenderer::AddImageHandler(TessBaseAPI * api, const char * jpgdata, int length) + { + size_t n; + char buf[kBasicBufSize]; + char buf2[kBasicBufSize]; + Pix *pix = api->GetInputImage(); + char *filename = (char *)api->GetInputName(); + int ppi = api->GetSourceYResolution(); + if (!pix || ppi <= 0) + return false; + double width = pixGetWidth(pix) * 72.0 / ppi; + double height = pixGetHeight(pix) * 72.0 / ppi; + + snprintf(buf2, sizeof(buf2), "/XObject << /Im1 %ld 0 R >>\n", obj_ + 2); + const char *xobject = (textonly_) ? "" : buf2; + + // PAGE + n = snprintf(buf, sizeof(buf), + "%ld 0 obj\n" + "<<\n" + " /Type /Page\n" + " /Parent %ld 0 R\n" + " /MediaBox [0 0 %.2f %.2f]\n" + " /Contents %ld 0 R\n" + " /Resources\n" + " <<\n" + " %s" + " /ProcSet [ /PDF /Text /ImageB /ImageI /ImageC ]\n" + " /Font << /f-0-0 %ld 0 R >>\n" + " >>\n" + ">>\n" + "endobj\n", + obj_, + 2L, // Pages object + width, height, + obj_ + 1, // Contents object + xobject, // Image object + 3L); // Type0 Font + if (n >= sizeof(buf)) return false; + pages_.push_back(obj_); + AppendPDFObject(buf); + + // CONTENTS + char* pdftext = GetPDFTextObjects(api, width, height); + long pdftext_len = strlen(pdftext); + unsigned char *pdftext_casted = reinterpret_cast(pdftext); + size_t len; + unsigned char *comp_pdftext = + zlibCompress(pdftext_casted, pdftext_len, &len); + long comp_pdftext_len = len; + n = snprintf(buf, sizeof(buf), + "%ld 0 obj\n" + "<<\n" + " /Length %ld /Filter /FlateDecode\n" + ">>\n" + "stream\n", obj_, comp_pdftext_len); + if (n >= sizeof(buf)) { + delete[] pdftext; + lept_free(comp_pdftext); + return false; + } + AppendString(buf); + long objsize = strlen(buf); + AppendData(reinterpret_cast(comp_pdftext), comp_pdftext_len); + objsize += comp_pdftext_len; + lept_free(comp_pdftext); + delete[] pdftext; + const char *b2 = + "endstream\n" + "endobj\n"; + AppendString(b2); + objsize += strlen(b2); + AppendPDFObjectDIY(objsize); + + if (!textonly_) { + char *pdf_object = NULL; + if (!imageToPDFObj(jpgdata, length, obj_, &pdf_object, &objsize)) { + return false; + } + AppendData(pdf_object, objsize); + AppendPDFObjectDIY(objsize); + delete[] pdf_object; + } + return true; + } + + bool TessPDFRenderer::EndDocumentHandler() { + size_t n; + char buf[kBasicBufSize]; + + // We reserved the /Pages object number early, so that the /Page + // objects could refer to their parent. We finally have enough + // information to go fill it in. Using lower level calls to manipulate + // the offset record in two spots, because we are placing objects + // out of order in the file. + + // PAGES + const long int kPagesObjectNumber = 2; + offsets_[kPagesObjectNumber] = offsets_.back(); // manipulation #1 + n = snprintf(buf, sizeof(buf), + "%ld 0 obj\n" + "<<\n" + " /Type /Pages\n" + " /Kids [ ", kPagesObjectNumber); + if (n >= sizeof(buf)) return false; + AppendString(buf); + size_t pages_objsize = strlen(buf); + for (size_t i = 0; i < pages_.size(); i++) { + n = snprintf(buf, sizeof(buf), + "%ld 0 R ", pages_[i]); + if (n >= sizeof(buf)) return false; + AppendString(buf); + pages_objsize += strlen(buf); + } + n = snprintf(buf, sizeof(buf), + "]\n" + " /Count %d\n" + ">>\n" + "endobj\n", pages_.size()); + if (n >= sizeof(buf)) return false; + AppendString(buf); + pages_objsize += strlen(buf); + offsets_.back() += pages_objsize; // manipulation #2 + + // INFO + STRING utf16_title = "FEFF"; // byte_order_marker + GenericVector unicodes; + UNICHAR::UTF8ToUnicode(title(), &unicodes); + char utf16[kMaxBytesPerCodepoint]; + for (int i = 0; i < unicodes.length(); i++) { + int code = unicodes[i]; + if (CodepointToUtf16be(code, utf16)) { + utf16_title += utf16; + } + } + + char* datestr = l_getFormattedDate(); + n = snprintf(buf, sizeof(buf), + "%ld 0 obj\n" + "<<\n" + " /Producer (Tesseract %s)\n" + " /CreationDate (D:%s)\n" + " /Title <%s>\n" + ">>\n" + "endobj\n", + obj_, TESSERACT_VERSION_STR, datestr, utf16_title.c_str()); + lept_free(datestr); + if (n >= sizeof(buf)) return false; + AppendPDFObject(buf); + n = snprintf(buf, sizeof(buf), + "xref\n" + "0 %ld\n" + "0000000000 65535 f \n", obj_); + if (n >= sizeof(buf)) return false; + AppendString(buf); + for (int i = 1; i < obj_; i++) { + n = snprintf(buf, sizeof(buf), "%010ld 00000 n \n", offsets_[i]); + if (n >= sizeof(buf)) return false; + AppendString(buf); + } + n = snprintf(buf, sizeof(buf), + "trailer\n" + "<<\n" + " /Size %ld\n" + " /Root %ld 0 R\n" + " /Info %ld 0 R\n" + ">>\n" + "startxref\n" + "%ld\n" + "%%%%EOF\n", + obj_, + 1L, // catalog + obj_ - 1, // info + offsets_.back()); + if (n >= sizeof(buf)) return false; + AppendString(buf); + return true; + } +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/api/renderer.cpp b/3rdparty/hgOCR/include/api/renderer.cpp new file mode 100644 index 00000000..1f6d3e22 --- /dev/null +++ b/3rdparty/hgOCR/include/api/renderer.cpp @@ -0,0 +1,283 @@ +/////////////////////////////////////////////////////////////////////// +// File: renderer.cpp +// Description: Rendering interface to inject into TessBaseAPI +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include +#include "baseapi.h" +#include "genericvector.h" +#include "renderer.h" + +namespace tesseract { + + /********************************************************************** + * Base Renderer interface implementation + **********************************************************************/ + TessResultRenderer::TessResultRenderer(const char *outputbase, + const char* extension) + : file_extension_(extension), + title_(""), imagenum_(-1), + fout_(stdout), + next_(NULL), + happy_(true) { + if (strcmp(outputbase, "-") && strcmp(outputbase, "stdout")) { + STRING outfile = STRING(outputbase) + STRING(".") + STRING(file_extension_); + fout_ = fopen(outfile.string(), "wb"); + if (fout_ == NULL) { + happy_ = false; + } + } + } + + TessResultRenderer::~TessResultRenderer() { + if (fout_ != NULL) { + if (fout_ != stdout) + fclose(fout_); + else + clearerr(fout_); + } + delete next_; + } + + void TessResultRenderer::insert(TessResultRenderer* next) { + if (next == NULL) return; + + TessResultRenderer* remainder = next_; + next_ = next; + if (remainder) { + while (next->next_ != NULL) { + next = next->next_; + } + next->next_ = remainder; + } + } + + bool TessResultRenderer::BeginDocument(const char* title) { + if (!happy_) return false; + title_ = title; + imagenum_ = -1; + bool ok = BeginDocumentHandler(); + if (next_) { + ok = next_->BeginDocument(title) && ok; + } + return ok; + } + + bool TessResultRenderer::AddImage(TessBaseAPI* api, const char* jpgdata, int len) { + if (!happy_) return false; + ++imagenum_; + bool ok = AddImageHandler(api, jpgdata, len); + if (next_) { + ok = next_->AddImage(api, jpgdata, len) && ok; + } + return ok; + } + + bool TessResultRenderer::EndDocument() { + if (!happy_) return false; + bool ok = EndDocumentHandler(); + if (next_) { + ok = next_->EndDocument() && ok; + } + return ok; + } + + void TessResultRenderer::AppendString(const char* s) { + AppendData(s, strlen(s)); + } + + void TessResultRenderer::AppendData(const char* s, int len) { + int n = fwrite(s, 1, len, fout_); + if (n != len) happy_ = false; + } + + bool TessResultRenderer::BeginDocumentHandler() { + return happy_; + } + + bool TessResultRenderer::EndDocumentHandler() { + return happy_; + } + + + /********************************************************************** + * UTF8 Text Renderer interface implementation + **********************************************************************/ + TessTextRenderer::TessTextRenderer(const char *outputbase) + : TessResultRenderer(outputbase, "txt") { + } + + bool TessTextRenderer::AddImageHandler(TessBaseAPI* api) { + char* utf8 = api->GetUTF8Text(); + if (utf8 == NULL) { + return false; + } + + AppendString(utf8); + delete[] utf8; + + bool pageBreak = false; + api->GetBoolVariable("include_page_breaks", &pageBreak); + const char* pageSeparator = api->GetStringVariable("page_separator"); + if (pageBreak) { + AppendString(pageSeparator); + } + + return true; + } + + /********************************************************************** + * HOcr Text Renderer interface implementation + **********************************************************************/ + TessHOcrRenderer::TessHOcrRenderer(const char *outputbase) + : TessResultRenderer(outputbase, "hocr") { + font_info_ = false; + } + + TessHOcrRenderer::TessHOcrRenderer(const char *outputbase, bool font_info) + : TessResultRenderer(outputbase, "hocr") { + font_info_ = font_info; + } + + bool TessHOcrRenderer::BeginDocumentHandler() { + AppendString( + "\n" + "\n" + "\n \n "); + AppendString(title()); + AppendString( + "\n" + "\n" + " \n" + " \n" + "\n\n"); + + return true; + } + + bool TessHOcrRenderer::EndDocumentHandler() { + AppendString(" \n\n"); + + return true; + } + + bool TessHOcrRenderer::AddImageHandler(TessBaseAPI* api) { + char* hocr = api->GetHOCRText(imagenum()); + if (hocr == NULL) return false; + + AppendString(hocr); + delete[] hocr; + + return true; + } + + /********************************************************************** + * TSV Text Renderer interface implementation + **********************************************************************/ + TessTsvRenderer::TessTsvRenderer(const char* outputbase) + : TessResultRenderer(outputbase, "tsv") { + font_info_ = false; + } + + TessTsvRenderer::TessTsvRenderer(const char* outputbase, bool font_info) + : TessResultRenderer(outputbase, "tsv") { + font_info_ = font_info; + } + + bool TessTsvRenderer::BeginDocumentHandler() { + // Output TSV column headings + AppendString( + "level\tpage_num\tblock_num\tpar_num\tline_num\tword_" + "num\tleft\ttop\twidth\theight\tconf\ttext\n"); + return true; + } + + bool TessTsvRenderer::EndDocumentHandler() { return true; } + + bool TessTsvRenderer::AddImageHandler(TessBaseAPI* api) { + char* tsv = api->GetTSVText(imagenum()); + if (tsv == NULL) return false; + + AppendString(tsv); + delete[] tsv; + + return true; + } + + /********************************************************************** + * UNLV Text Renderer interface implementation + **********************************************************************/ + TessUnlvRenderer::TessUnlvRenderer(const char *outputbase) + : TessResultRenderer(outputbase, "unlv") { + } + + bool TessUnlvRenderer::AddImageHandler(TessBaseAPI* api) { + char* unlv = api->GetUNLVText(); + if (unlv == NULL) return false; + + AppendString(unlv); + delete[] unlv; + + return true; + } + + /********************************************************************** + * BoxText Renderer interface implementation + **********************************************************************/ + TessBoxTextRenderer::TessBoxTextRenderer(const char *outputbase) + : TessResultRenderer(outputbase, "box") { + } + + bool TessBoxTextRenderer::AddImageHandler(TessBaseAPI* api) { + char* text = api->GetBoxText(imagenum()); + if (text == NULL) return false; + + AppendString(text); + delete[] text; + + return true; + } + + /********************************************************************** + * Osd Text Renderer interface implementation + **********************************************************************/ + TessOsdRenderer::TessOsdRenderer(const char* outputbase) + : TessResultRenderer(outputbase, "osd") {} + + bool TessOsdRenderer::AddImageHandler(TessBaseAPI* api) { + char* osd = api->GetOsdText(imagenum()); + if (osd == NULL) return false; + + AppendString(osd); + delete[] osd; + + return true; + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/api/renderer.h b/3rdparty/hgOCR/include/api/renderer.h new file mode 100644 index 00000000..c3b4af2b --- /dev/null +++ b/3rdparty/hgOCR/include/api/renderer.h @@ -0,0 +1,271 @@ +/////////////////////////////////////////////////////////////////////// +// File: renderer.h +// Description: Rendering interface to inject into TessBaseAPI +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_API_RENDERER_H_ +#define TESSERACT_API_RENDERER_H_ + +// To avoid collision with other typenames include the ABSOLUTE MINIMUM +// complexity of includes here. Use forward declarations wherever possible +// and hide includes of complex types in baseapi.cpp. +#include "genericvector.h" +#include "platform.h" +#include "publictypes.h" + +namespace tesseract { + + class TessBaseAPI; + + /** + * Interface for rendering tesseract results into a document, such as text, + * HOCR or pdf. This class is abstract. Specific classes handle individual + * formats. This interface is then used to inject the renderer class into + * tesseract when processing images. + * + * For simplicity implementing this with tesesract version 3.01, + * the renderer contains document state that is cleared from document + * to document just as the TessBaseAPI is. This way the base API can just + * delegate its rendering functionality to injected renderers, and the + * renderers can manage the associated state needed for the specific formats + * in addition to the heuristics for producing it. + */ + class TESS_API TessResultRenderer { + public: + virtual ~TessResultRenderer(); + + // Takes ownership of pointer so must be new'd instance. + // Renderers aren't ordered, but appends the sequences of next parameter + // and existing next(). The renderers should be unique across both lists. + void insert(TessResultRenderer* next); + + // Returns the next renderer or NULL. + TessResultRenderer* next() { return next_; } + + /** + * Starts a new document with the given title. + * This clears the contents of the output data. + * Title should use UTF-8 encoding. + */ + bool BeginDocument(const char* title); + + /** + * Adds the recognized text from the source image to the current document. + * Invalid if BeginDocument not yet called. + * + * Note that this API is a bit weird but is designed to fit into the + * current TessBaseAPI implementation where the api has lots of state + * information that we might want to add in. + */ + bool AddImage(TessBaseAPI * api, const char * jpgdata, int len); + + /** + * Finishes the document and finalizes the output data + * Invalid if BeginDocument not yet called. + */ + bool EndDocument(); + + const char* file_extension() const { return file_extension_; } + const char* title() const { return title_.c_str(); } + + /** + * Returns the index of the last image given to AddImage + * (i.e. images are incremented whether the image succeeded or not) + * + * This is always defined. It means either the number of the + * current image, the last image ended, or in the completed document + * depending on when in the document lifecycle you are looking at it. + * Will return -1 if a document was never started. + */ + int imagenum() const { return imagenum_; } + + protected: + /** + * Called by concrete classes. + * + * outputbase is the name of the output file excluding + * extension. For example, "/path/to/chocolate-chip-cookie-recipe" + * + * extension indicates the file extension to be used for output + * files. For example "pdf" will produce a .pdf file, and "hocr" + * will produce .hocr files. + */ + TessResultRenderer(const char *outputbase, + const char* extension); + + // Hook for specialized handling in BeginDocument() + virtual bool BeginDocumentHandler(); + + // This must be overriden to render the OCR'd results + virtual bool AddImageHandler(TessBaseAPI* api) = 0; + + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len) = 0; + + // Hook for specialized handling in EndDocument() + virtual bool EndDocumentHandler(); + + // Renderers can call this to append '\0' terminated strings into + // the output string returned by GetOutput. + // This method will grow the output buffer if needed. + void AppendString(const char* s); + + // Renderers can call this to append binary byte sequences into + // the output string returned by GetOutput. Note that s is not necessarily + // '\0' terminated (and can contain '\0' within it). + // This method will grow the output buffer if needed. + void AppendData(const char* s, int len); + + private: + const char* file_extension_; // standard extension for generated output + STRING title_; // title of document being renderered + int imagenum_; // index of last image added + + FILE* fout_; // output file pointer + TessResultRenderer* next_; // Can link multiple renderers together + bool happy_; // I get grumpy when the disk fills up, etc. + }; + + /** + * Renders tesseract output into a plain UTF-8 text string + */ + class TESS_API TessTextRenderer : public TessResultRenderer { + public: + explicit TessTextRenderer(const char *outputbase); + + protected: + virtual bool AddImageHandler(TessBaseAPI* api); + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len) { return false; } + }; + + /** + * Renders tesseract output into an hocr text string + */ + class TESS_API TessHOcrRenderer : public TessResultRenderer { + public: + explicit TessHOcrRenderer(const char *outputbase, bool font_info); + explicit TessHOcrRenderer(const char *outputbase); + + protected: + virtual bool BeginDocumentHandler(); + virtual bool AddImageHandler(TessBaseAPI* api); + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len) { return false; } + virtual bool EndDocumentHandler(); + + private: + bool font_info_; // whether to print font information + }; + + /** + * Renders Tesseract output into a TSV string + */ + class TESS_API TessTsvRenderer : public TessResultRenderer { + public: + explicit TessTsvRenderer(const char* outputbase, bool font_info); + explicit TessTsvRenderer(const char* outputbase); + + protected: + virtual bool BeginDocumentHandler(); + virtual bool AddImageHandler(TessBaseAPI* api); + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len) { return false; } + virtual bool EndDocumentHandler(); + + private: + bool font_info_; // whether to print font information + }; + + /** + * Renders tesseract output into searchable PDF + */ + class TESS_API TessPDFRenderer : public TessResultRenderer { + public: + // datadir is the location of the TESSDATA. We need it because + // we load a custom PDF font from this location. + TessPDFRenderer(const char* outputbase, const char* datadir); + TessPDFRenderer(const char* outputbase, const char* datadir, bool textonly); + + protected: + + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len); + + virtual bool BeginDocumentHandler(); + + virtual bool AddImageHandler(TessBaseAPI* api); + + virtual bool EndDocumentHandler(); + + private: + // We don't want to have every image in memory at once, + // so we store some metadata as we go along producing + // PDFs one page at a time. At the end, that metadata is + // used to make everything that isn't easily handled in a + // streaming fashion. + long int obj_; // counter for PDF objects + GenericVector offsets_; // offset of every PDF object in bytes + GenericVector pages_; // object number for every /Page object + const char *datadir_; // where to find the custom font + bool textonly_; // skip images if set + // Bookkeeping only. DIY = Do It Yourself. + void AppendPDFObjectDIY(size_t objectsize); + // Bookkeeping + emit data. + void AppendPDFObject(const char *data); + // Create the /Contents object for an entire page. + char* GetPDFTextObjects(TessBaseAPI* api, double width, double height); + // Turn an image into a PDF object. Only transcode if we have to. + static bool imageToPDFObj(Pix *pix, char *filename, long int objnum, + char **pdf_object, long int *pdf_object_size); + static bool imageToPDFObj(const char* jpgdata, int len, long int objnum, + char **pdf_object, long int *pdf_object_size); + }; + + + /** + * Renders tesseract output into a plain UTF-8 text string + */ + class TESS_API TessUnlvRenderer : public TessResultRenderer { + public: + explicit TessUnlvRenderer(const char *outputbase); + + protected: + virtual bool AddImageHandler(TessBaseAPI* api); + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len) { return false; } + }; + + /** + * Renders tesseract output into a plain UTF-8 text string + */ + class TESS_API TessBoxTextRenderer : public TessResultRenderer { + public: + explicit TessBoxTextRenderer(const char *outputbase); + + protected: + virtual bool AddImageHandler(TessBaseAPI* api); + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len) { return false; } + }; + + /** + * Renders tesseract output into an osd text string + */ + class TESS_API TessOsdRenderer : public TessResultRenderer { + public: + explicit TessOsdRenderer(const char* outputbase); + + protected: + virtual bool AddImageHandler(TessBaseAPI* api); + virtual bool AddImageHandler(TessBaseAPI* api, const char* jpgdata, int len) { return false; } + }; + +} // namespace tesseract. + +#endif // TESSERACT_API_RENDERER_H_ diff --git a/3rdparty/hgOCR/include/api/tesseractmain.cpp b/3rdparty/hgOCR/include/api/tesseractmain.cpp new file mode 100644 index 00000000..e320ef37 --- /dev/null +++ b/3rdparty/hgOCR/include/api/tesseractmain.cpp @@ -0,0 +1,546 @@ +/********************************************************************** +* File: tessedit.cpp (Formerly tessedit.c) +* Description: Main program for merge of tess and editor. +* Author: Ray Smith +* Created: Tue Jan 07 15:21:46 GMT 1992 +* +* (C) Copyright 1992, Hewlett-Packard Ltd. +** Licensed under the Apache License, Version 2.0 (the "License"); +** you may not use this file except in compliance with the License. +** You may obtain a copy of the License at +** http://www.apache.org/licenses/LICENSE-2.0 +** Unless required by applicable law or agreed to in writing, software +** distributed under the License is distributed on an "AS IS" BASIS, +** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +** See the License for the specific language governing permissions and +** limitations under the License. +* +**********************************************************************/ + +// Include automatically generated configuration file if running autoconf +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include + +#include "allheaders.h" +#include "baseapi.h" +#include "basedir.h" +#include "dict.h" +#include "openclwrapper.h" +#include "osdetect.h" +#include "renderer.h" +#include "strngs.h" +#include "tprintf.h" +#include "StopWatch.h" + +#if defined(HAVE_TIFFIO_H) && defined(_WIN32) + +#include + +static void Win32WarningHandler(const char* module, const char* fmt, + va_list ap) { + if (module != NULL) { + fprintf(stderr, "%s: ", module); + } + fprintf(stderr, "Warning, "); + vfprintf(stderr, fmt, ap); + fprintf(stderr, ".\n"); +} + +#endif /* HAVE_TIFFIO_H && _WIN32 */ + +void PrintVersionInfo() { + char* versionStrP; + + printf("tesseract %s\n", tesseract::TessBaseAPI::Version()); + + versionStrP = getLeptonicaVersion(); + printf(" %s\n", versionStrP); + lept_free(versionStrP); + + versionStrP = getImagelibVersions(); + printf(" %s\n", versionStrP); + lept_free(versionStrP); + +#ifdef USE_OPENCL + cl_platform_id platform[4]; + cl_uint num_platforms; + + printf(" OpenCL info:\n"); + if (clGetPlatformIDs(4, platform, &num_platforms) == CL_SUCCESS) { + printf(" Found %u platform(s).\n", num_platforms); + for (unsigned n = 0; n < num_platforms; n++) { + char info[256]; + if (clGetPlatformInfo(platform[n], CL_PLATFORM_NAME, 256, info, 0) == + CL_SUCCESS) { + printf(" Platform %u name: %s.\n", n + 1, info); + } + if (clGetPlatformInfo(platform[n], CL_PLATFORM_VERSION, 256, info, 0) == + CL_SUCCESS) { + printf(" Version: %s.\n", info); + } + cl_device_id devices[2]; + cl_uint num_devices; + if (clGetDeviceIDs(platform[n], CL_DEVICE_TYPE_ALL, 2, devices, + &num_devices) == CL_SUCCESS) { + printf(" Found %u device(s).\n", num_devices); + for (unsigned i = 0; i < num_devices; ++i) { + if (clGetDeviceInfo(devices[i], CL_DEVICE_NAME, 256, info, 0) == + CL_SUCCESS) { + printf(" Device %u name: %s.\n", i + 1, info); + } + } + } + } + } +#endif +} + +void PrintUsage(const char* program) { + printf( + "Usage:\n" + " %s --help | --help-psm | --help-oem | --version\n" + " %s --list-langs [--tessdata-dir PATH]\n" + " %s --print-parameters [options...] [configfile...]\n" + " %s imagename|stdin outputbase|stdout [options...] [configfile...]\n", + program, program, program, program); +} + +void PrintHelpForPSM() { + const char* msg = + "Page segmentation modes:\n" + " 0 Orientation and script detection (OSD) only.\n" + " 1 Automatic page segmentation with OSD.\n" + " 2 Automatic page segmentation, but no OSD, or OCR.\n" + " 3 Fully automatic page segmentation, but no OSD. (Default)\n" + " 4 Assume a single column of text of variable sizes.\n" + " 5 Assume a single uniform block of vertically aligned text.\n" + " 6 Assume a single uniform block of text.\n" + " 7 Treat the image as a single text line.\n" + " 8 Treat the image as a single word.\n" + " 9 Treat the image as a single word in a circle.\n" + " 10 Treat the image as a single character.\n" + " 11 Sparse text. Find as much text as possible in no" + " particular order.\n" + " 12 Sparse text with OSD.\n" + " 13 Raw line. Treat the image as a single text line,\n" + "\t\t\tbypassing hacks that are Tesseract-specific.\n"; + + printf("%s", msg); +} + +void PrintHelpForOEM() { + const char* msg = + "OCR Engine modes:\n" + " 0 Original Tesseract only.\n" + " 1 Cube only.\n" + " 2 Tesseract + cube.\n" + " 3 Default, based on what is available.\n"; + + printf("%s", msg); +} + +void PrintHelpMessage(const char* program) { + PrintUsage(program); + + const char* ocr_options = + "OCR options:\n" + " --tessdata-dir PATH Specify the location of tessdata path.\n" + " --user-words PATH Specify the location of user words file.\n" + " --user-patterns PATH Specify the location of user patterns file.\n" + " -l LANG[+LANG] Specify language(s) used for OCR.\n" + " -c VAR=VALUE Set value for config variables.\n" + " Multiple -c arguments are allowed.\n" + " --psm NUM Specify page segmentation mode.\n" + " --oem NUM Specify OCR Engine mode.\n" + "NOTE: These options must occur before any configfile.\n"; + + printf("\n%s\n", ocr_options); + PrintHelpForPSM(); + PrintHelpForOEM(); + + const char* single_options = + "Single options:\n" + " -h, --help Show this help message.\n" + " --help-psm Show page segmentation modes.\n" + " --help-oem Show OCR Engine modes.\n" + " -v, --version Show version information.\n" + " --list-langs List available languages for tesseract engine.\n" + " --print-parameters Print tesseract parameters to stdout.\n"; + + printf("\n%s", single_options); +} + +void SetVariablesFromCLArgs(tesseract::TessBaseAPI* api, int argc, + char** argv) { + char opt1[256], opt2[255]; + for (int i = 0; i < argc; i++) { + if (strcmp(argv[i], "-c") == 0 && i + 1 < argc) { + strncpy(opt1, argv[i + 1], 255); + opt1[255] = '\0'; + char* p = strchr(opt1, '='); + if (!p) { + fprintf(stderr, "Missing = in configvar assignment\n"); + exit(1); + } + *p = 0; + strncpy(opt2, strchr(argv[i + 1], '=') + 1, 255); + opt2[254] = 0; + ++i; + + if (!api->SetVariable(opt1, opt2)) { + fprintf(stderr, "Could not set option: %s=%s\n", opt1, opt2); + } + } + } +} + +void PrintLangsList(tesseract::TessBaseAPI* api) { + GenericVector languages; + api->GetAvailableLanguagesAsVector(&languages); + printf("List of available languages (%d):\n", languages.size()); + for (int index = 0; index < languages.size(); ++index) { + STRING& string = languages[index]; + printf("%s\n", string.string()); + } + api->End(); +} + +void PrintBanner() { + tprintf("Tesseract Open Source OCR Engine v%s with Leptonica\n", + tesseract::TessBaseAPI::Version()); +} + +/** + * We have 2 possible sources of pagesegmode: a config file and + * the command line. For backwards compatibility reasons, the + * default in tesseract is tesseract::PSM_SINGLE_BLOCK, but the + * default for this program is tesseract::PSM_AUTO. We will let + * the config file take priority, so the command-line default + * can take priority over the tesseract default, so we use the + * value from the command line only if the retrieved mode + * is still tesseract::PSM_SINGLE_BLOCK, indicating no change + * in any config file. Therefore the only way to force + * tesseract::PSM_SINGLE_BLOCK is from the command line. + * It would be simpler if we could set the value before Init, + * but that doesn't work. + */ +void FixPageSegMode(tesseract::TessBaseAPI* api, + tesseract::PageSegMode pagesegmode) { + if (api->GetPageSegMode() == tesseract::PSM_SINGLE_BLOCK) + api->SetPageSegMode(pagesegmode); +} + +// NOTE: arg_i is used here to avoid ugly *i so many times in this function +void ParseArgs(const int argc, char** argv, const char** lang, + const char** image, const char** outputbase, + const char** datapath, bool* list_langs, bool* print_parameters, + GenericVector* vars_vec, + GenericVector* vars_values, int* arg_i, + tesseract::PageSegMode* pagesegmode, + tesseract::OcrEngineMode* enginemode) { + if (argc == 1) { + PrintHelpMessage(argv[0]); + exit(0); + } + + if (argc == 2) { + if ((strcmp(argv[1], "-h") == 0) || (strcmp(argv[1], "--help") == 0)) { + PrintHelpMessage(argv[0]); + exit(0); + } + if ((strcmp(argv[1], "--help-psm") == 0)) { + PrintHelpForPSM(); + exit(0); + } + if ((strcmp(argv[1], "--help-oem") == 0)) { + PrintHelpForOEM(); + exit(0); + } + if ((strcmp(argv[1], "-v") == 0) || (strcmp(argv[1], "--version") == 0)) { + PrintVersionInfo(); + exit(0); + } + } + + bool noocr = false; + int i = 1; + while (i < argc && (*outputbase == NULL || argv[i][0] == '-')) { + if (strcmp(argv[i], "-l") == 0 && i + 1 < argc) { + *lang = argv[i + 1]; + ++i; + } + else if (strcmp(argv[i], "--tessdata-dir") == 0 && i + 1 < argc) { + *datapath = argv[i + 1]; + ++i; + } + else if (strcmp(argv[i], "--user-words") == 0 && i + 1 < argc) { + vars_vec->push_back("user_words_file"); + vars_values->push_back(argv[i + 1]); + ++i; + } + else if (strcmp(argv[i], "--user-patterns") == 0 && i + 1 < argc) { + vars_vec->push_back("user_patterns_file"); + vars_values->push_back(argv[i + 1]); + ++i; + } + else if (strcmp(argv[i], "--list-langs") == 0) { + noocr = true; + *list_langs = true; + } + else if (strcmp(argv[i], "-psm") == 0 && i + 1 < argc) { + // The parameter -psm is deprecated and was replaced by --psm. + // It is still supported for compatibility reasons. + *pagesegmode = static_cast(atoi(argv[i + 1])); + ++i; + } + else if (strcmp(argv[i], "--psm") == 0 && i + 1 < argc) { + *pagesegmode = static_cast(atoi(argv[i + 1])); + ++i; + } + else if (strcmp(argv[i], "--oem") == 0 && i + 1 < argc) { + *enginemode = static_cast(atoi(argv[i + 1])); + ++i; + } + else if (strcmp(argv[i], "--print-parameters") == 0) { + noocr = true; + *print_parameters = true; + } + else if (strcmp(argv[i], "-c") == 0 && i + 1 < argc) { + // handled properly after api init + ++i; + } + else if (*image == NULL) { + *image = argv[i]; + } + else if (*outputbase == NULL) { + *outputbase = argv[i]; + } + ++i; + } + + *arg_i = i; + + if (argc == 2 && strcmp(argv[1], "--list-langs") == 0) { + *list_langs = true; + noocr = true; + } + + if (*outputbase == NULL && noocr == false) { + PrintHelpMessage(argv[0]); + exit(1); + } +} + +void PreloadRenderers( + tesseract::TessBaseAPI* api, + tesseract::PointerVector* renderers, + tesseract::PageSegMode pagesegmode, const char* outputbase) { + if (pagesegmode == tesseract::PSM_OSD_ONLY) { + renderers->push_back(new tesseract::TessOsdRenderer(outputbase)); + } + else { + bool b; + api->GetBoolVariable("tessedit_create_hocr", &b); + if (b) { + bool font_info; + api->GetBoolVariable("hocr_font_info", &font_info); + renderers->push_back( + new tesseract::TessHOcrRenderer(outputbase, font_info)); + } + + api->GetBoolVariable("tessedit_create_tsv", &b); + if (b) { + bool font_info; + api->GetBoolVariable("hocr_font_info", &font_info); + renderers->push_back( + new tesseract::TessTsvRenderer(outputbase, font_info)); + } + + api->GetBoolVariable("tessedit_create_pdf", &b); + if (b) { + bool textonly; + api->GetBoolVariable("textonly_pdf", &textonly); + renderers->push_back(new tesseract::TessPDFRenderer( + outputbase, api->GetDatapath(), textonly)); + } + + api->GetBoolVariable("tessedit_write_unlv", &b); + if (b) { + renderers->push_back(new tesseract::TessUnlvRenderer(outputbase)); + } + + api->GetBoolVariable("tessedit_create_boxfile", &b); + if (b) { + renderers->push_back(new tesseract::TessBoxTextRenderer(outputbase)); + } + + api->GetBoolVariable("tessedit_create_txt", &b); + if (b || renderers->empty()) { + renderers->push_back(new tesseract::TessTextRenderer(outputbase)); + } + } + + if (!renderers->empty()) { + // Since the PointerVector auto-deletes, null-out the renderers that are + // added to the root, and leave the root in the vector. + for (int r = 1; r < renderers->size(); ++r) { + (*renderers)[0]->insert((*renderers)[r]); + (*renderers)[r] = NULL; + } + } +} + +/********************************************************************** + * main() + * + **********************************************************************/ + +int main(int argc, char** argv) { + const char* lang = "osd"; + const char* image = NULL; + const char* outputbase = NULL; + const char* datapath = NULL; + bool list_langs = false; + bool print_parameters = false; + int arg_i = 1; + tesseract::PageSegMode pagesegmode = tesseract::PSM_AUTO_OSD; + tesseract::OcrEngineMode enginemode = tesseract::OEM_DEFAULT; + /* main() calls functions like ParseArgs which call exit(). + * This results in memory leaks if vars_vec and vars_values are + * declared as auto variables (destructor is not called then). */ + static GenericVector vars_vec; + static GenericVector vars_values; + +#ifdef NDEBUG + // Disable debugging and informational messages from Leptonica. + setMsgSeverity(L_SEVERITY_ERROR); +#endif + +#if defined(HAVE_TIFFIO_H) && defined(_WIN32) + /* Show libtiff warnings on console (not in GUI). */ + TIFFSetWarningHandler(Win32WarningHandler); +#endif /* HAVE_TIFFIO_H && _WIN32 */ + + ParseArgs(argc, argv, &lang, &image, &outputbase, &datapath, &list_langs, + &print_parameters, &vars_vec, &vars_values, &arg_i, &pagesegmode, + &enginemode); + + bool banner = false; + if (outputbase != NULL && strcmp(outputbase, "-") && + strcmp(outputbase, "stdout")) { + banner = true; + } + + PERF_COUNT_START("Tesseract:main") + + // Call GlobalDawgCache here to create the global DawgCache object before + // the TessBaseAPI object. This fixes the order of destructor calls: + // first TessBaseAPI must be destructed, DawgCache must be the last object. + tesseract::Dict::GlobalDawgCache(); + + // Avoid memory leak caused by auto variable when exit() is called. + static tesseract::TessBaseAPI api; + + api.SetOutputName(outputbase); + + int init_failed = api.Init(datapath, lang, enginemode, &(argv[arg_i]), + argc - arg_i, &vars_vec, &vars_values, false); + if (init_failed) { + fprintf(stderr, "Could not initialize tesseract.\n"); + getchar(); + return EXIT_FAILURE; + } + + SetVariablesFromCLArgs(&api, argc, argv); + + if (list_langs) { + PrintLangsList(&api); + getchar(); + return EXIT_SUCCESS; + } + + if (print_parameters) { + FILE* fout = stdout; + fprintf(stdout, "Tesseract parameters:\n"); + api.PrintVariables(fout); + api.End(); + getchar(); + return EXIT_SUCCESS; + } + + FixPageSegMode(&api, pagesegmode); + + if (pagesegmode == tesseract::PSM_AUTO_OSD) { + int ret_val = EXIT_SUCCESS; + + Pix* pixs = pixRead(image); + if (!pixs) { + fprintf(stderr, "Cannot open input file: %s\n", image); + getchar(); + return 2; + } + + api.SetImage(pixs); + + tesseract::Orientation orientation; + tesseract::WritingDirection direction; + tesseract::TextlineOrder order; + float deskew_angle; + + tesseract::PageIterator* it = api.AnalyseLayout(); + if (it) { + + StopWatch timer; + timer.reset(); + it->Orientation(&orientation, &direction, &order, &deskew_angle); + + tprintf( + "Orientation: %d\nWritingDirection: %d\nTextlineOrder: %d\n" + "Deskew angle: %.4f\n time: %.4f\n img: %s", + orientation, direction, order, deskew_angle, timer.elapsed_s(), image); + getchar(); + } + else { + ret_val = EXIT_FAILURE; + } + + delete it; + + pixDestroy(&pixs); + return ret_val; + } + + // set in_training_mode to true when using one of these configs: + // ambigs.train, box.train, box.train.stderr, linebox, rebox + bool b = false; + bool in_training_mode = + (api.GetBoolVariable("tessedit_ambigs_training", &b) && b) || + (api.GetBoolVariable("tessedit_resegment_from_boxes", &b) && b) || + (api.GetBoolVariable("tessedit_make_boxes_from_boxes", &b) && b); + + // Avoid memory leak caused by auto variable when exit() is called. + static tesseract::PointerVector renderers; + + if (in_training_mode) { + renderers.push_back(NULL); + } + else { + PreloadRenderers(&api, &renderers, pagesegmode, outputbase); + } + + if (!renderers.empty()) { + if (banner) PrintBanner(); + bool succeed = api.ProcessPages(image, NULL, 0, renderers[0]); + if (!succeed) { + fprintf(stderr, "Error during processing.\n"); + return EXIT_FAILURE; + } + } + + PERF_COUNT_END + + return EXIT_SUCCESS; +} diff --git a/3rdparty/hgOCR/include/ccmain/adaptions.cpp b/3rdparty/hgOCR/include/ccmain/adaptions.cpp new file mode 100644 index 00000000..23794736 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/adaptions.cpp @@ -0,0 +1,126 @@ +/********************************************************************** + * File: adaptions.cpp (Formerly adaptions.c) + * Description: Functions used to adapt to blobs already confidently + * identified + * Author: Chris Newton + * Created: Thu Oct 7 10:17:28 BST 1993 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#pragma warning(disable:4305) // int/float warnings +#endif + +#ifdef __UNIX__ +#include +#endif +#include +#include +#include "tessbox.h" +#include "tessvars.h" +#include "memry.h" +#include "reject.h" +#include "control.h" +#include "stopper.h" +#include "tesseractclass.h" + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +namespace tesseract { + BOOL8 Tesseract::word_adaptable( //should we adapt? + WERD_RES *word, + uinT16 mode) { + if (tessedit_adaption_debug) { + tprintf("Running word_adaptable() for %s rating %.4f certainty %.4f\n", + word->best_choice == NULL ? "" : + word->best_choice->unichar_string().string(), + word->best_choice->rating(), word->best_choice->certainty()); + } + + BOOL8 status = FALSE; + BITS16 flags(mode); + + enum MODES + { + ADAPTABLE_WERD, + ACCEPTABLE_WERD, + CHECK_DAWGS, + CHECK_SPACES, + CHECK_ONE_ELL_CONFLICT, + CHECK_AMBIG_WERD + }; + + /* + 0: NO adaption + */ + if (mode == 0) { + if (tessedit_adaption_debug) tprintf("adaption disabled\n"); + return FALSE; + } + + if (flags.bit(ADAPTABLE_WERD)) { + status |= word->tess_would_adapt; // result of Classify::AdaptableWord() + if (tessedit_adaption_debug && !status) { + tprintf("tess_would_adapt bit is false\n"); + } + } + + if (flags.bit(ACCEPTABLE_WERD)) { + status |= word->tess_accepted; + if (tessedit_adaption_debug && !status) { + tprintf("tess_accepted bit is false\n"); + } + } + + if (!status) { // If not set then + return FALSE; // ignore other checks + } + + if (flags.bit(CHECK_DAWGS) && + (word->best_choice->permuter() != SYSTEM_DAWG_PERM) && + (word->best_choice->permuter() != FREQ_DAWG_PERM) && + (word->best_choice->permuter() != USER_DAWG_PERM) && + (word->best_choice->permuter() != NUMBER_PERM)) { + if (tessedit_adaption_debug) tprintf("word not in dawgs\n"); + return FALSE; + } + + if (flags.bit(CHECK_ONE_ELL_CONFLICT) && one_ell_conflict(word, FALSE)) { + if (tessedit_adaption_debug) tprintf("word has ell conflict\n"); + return FALSE; + } + + if (flags.bit(CHECK_SPACES) && + (strchr(word->best_choice->unichar_string().string(), ' ') != NULL)) { + if (tessedit_adaption_debug) tprintf("word contains spaces\n"); + return FALSE; + } + + if (flags.bit(CHECK_AMBIG_WERD) && + word->best_choice->dangerous_ambig_found()) { + if (tessedit_adaption_debug) tprintf("word is ambiguous\n"); + return FALSE; + } + + if (tessedit_adaption_debug) { + tprintf("returning status %d\n", status); + } + return status; + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/applybox.cpp b/3rdparty/hgOCR/include/ccmain/applybox.cpp new file mode 100644 index 00000000..a211200e --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/applybox.cpp @@ -0,0 +1,814 @@ +/********************************************************************** + * File: applybox.cpp (Formerly applybox.c) + * Description: Re segment rows according to box file data + * Author: Phil Cheatle + * Created: Wed Nov 24 09:11:23 GMT 1993 + * + * (C) Copyright 1993, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#endif + +#include +#include +#ifdef __UNIX__ +#include +#include +#endif +#include "allheaders.h" +#include "boxread.h" +#include "chopper.h" +#include "pageres.h" +#include "unichar.h" +#include "unicharset.h" +#include "tesseractclass.h" +#include "genericvector.h" + + /** Max number of blobs to classify together in FindSegmentation. */ +const int kMaxGroupSize = 4; +/// Max fraction of median allowed as deviation in xheight before switching +/// to median. +const double kMaxXHeightDeviationFraction = 0.125; + +/** + * The box file is assumed to contain box definitions, one per line, of the + * following format for blob-level boxes: + * @verbatim + * + * @endverbatim + * and for word/line-level boxes: + * @verbatim + * WordStr # + * @endverbatim + * NOTES: + * The boxes use tesseract coordinates, i.e. 0,0 is at BOTTOM-LEFT. + * + * is 0-based, and the page number is used for multipage input (tiff). + * + * In the blob-level form, each line represents a recognizable unit, which may + * be several UTF-8 bytes, but there is a bounding box around each recognizable + * unit, and no classifier is needed to train in this mode (bootstrapping.) + * + * In the word/line-level form, the line begins with the literal "WordStr", and + * the bounding box bounds either a whole line or a whole word. The recognizable + * units in the word/line are listed after the # at the end of the line and + * are space delimited, ignoring any original spaces on the line. + * Eg. + * @verbatim + * word -> #w o r d + * multi word line -> #m u l t i w o r d l i n e + * @endverbatim + * The recognizable units must be space-delimited in order to allow multiple + * unicodes to be used for a single recognizable unit, eg Hindi. + * + * In this mode, the classifier must have been pre-trained with the desired + * character set, or it will not be able to find the character segmentations. + */ + +namespace tesseract { + + static void clear_any_old_text(BLOCK_LIST *block_list) { + BLOCK_IT block_it(block_list); + for (block_it.mark_cycle_pt(); + !block_it.cycled_list(); block_it.forward()) { + ROW_IT row_it(block_it.data()->row_list()); + for (row_it.mark_cycle_pt(); !row_it.cycled_list(); row_it.forward()) { + WERD_IT word_it(row_it.data()->word_list()); + for (word_it.mark_cycle_pt(); + !word_it.cycled_list(); word_it.forward()) { + word_it.data()->set_text(""); + } + } + } + } + + // Applies the box file based on the image name fname, and resegments + // the words in the block_list (page), with: + // blob-mode: one blob per line in the box file, words as input. + // word/line-mode: one blob per space-delimited unit after the #, and one word + // per line in the box file. (See comment above for box file format.) + // If find_segmentation is true, (word/line mode) then the classifier is used + // to re-segment words/lines to match the space-delimited truth string for + // each box. In this case, the input box may be for a word or even a whole + // text line, and the output words will contain multiple blobs corresponding + // to the space-delimited input string. + // With find_segmentation false, no classifier is needed, but the chopper + // can still be used to correctly segment touching characters with the help + // of the input boxes. + // In the returned PAGE_RES, the WERD_RES are setup as they would be returned + // from normal classification, ie. with a word, chopped_word, rebuild_word, + // seam_array, denorm, box_word, and best_state, but NO best_choice or + // raw_choice, as they would require a UNICHARSET, which we aim to avoid. + // Instead, the correct_text member of WERD_RES is set, and this may be later + // converted to a best_choice using CorrectClassifyWords. CorrectClassifyWords + // is not required before calling ApplyBoxTraining. + PAGE_RES* Tesseract::ApplyBoxes(const STRING& fname, + bool find_segmentation, + BLOCK_LIST *block_list) { + GenericVector boxes; + GenericVector texts, full_texts; + if (!ReadAllBoxes(applybox_page, true, fname, &boxes, &texts, &full_texts, + NULL)) { + return NULL; // Can't do it. + } + + int box_count = boxes.size(); + int box_failures = 0; + // Add an empty everything to the end. + boxes.push_back(TBOX()); + texts.push_back(STRING()); + full_texts.push_back(STRING()); + + // In word mode, we use the boxes to make a word for each box, but + // in blob mode we use the existing words and maximally chop them first. + PAGE_RES* page_res = find_segmentation ? + NULL : SetupApplyBoxes(boxes, block_list); + clear_any_old_text(block_list); + + for (int i = 0; i < boxes.size() - 1; i++) { + bool foundit = false; + if (page_res != NULL) { + if (i == 0) { + foundit = ResegmentCharBox(page_res, NULL, boxes[i], boxes[i + 1], + full_texts[i].string()); + } + else { + foundit = ResegmentCharBox(page_res, &boxes[i - 1], boxes[i], + boxes[i + 1], full_texts[i].string()); + } + } + else { + foundit = ResegmentWordBox(block_list, boxes[i], boxes[i + 1], + texts[i].string()); + } + if (!foundit) { + box_failures++; + ReportFailedBox(i, boxes[i], texts[i].string(), + "FAILURE! Couldn't find a matching blob"); + } + } + + if (page_res == NULL) { + // In word/line mode, we now maximally chop all the words and resegment + // them with the classifier. + page_res = SetupApplyBoxes(boxes, block_list); + ReSegmentByClassification(page_res); + } + if (applybox_debug > 0) { + tprintf("APPLY_BOXES:\n"); + tprintf(" Boxes read from boxfile: %6d\n", box_count); + if (box_failures > 0) + tprintf(" Boxes failed resegmentation: %6d\n", box_failures); + } + TidyUp(page_res); + return page_res; + } + + // Helper computes median xheight in the image. + static double MedianXHeight(BLOCK_LIST *block_list) { + BLOCK_IT block_it(block_list); + STATS xheights(0, block_it.data()->bounding_box().height()); + for (block_it.mark_cycle_pt(); + !block_it.cycled_list(); block_it.forward()) { + ROW_IT row_it(block_it.data()->row_list()); + for (row_it.mark_cycle_pt(); !row_it.cycled_list(); row_it.forward()) { + xheights.add(IntCastRounded(row_it.data()->x_height()), 1); + } + } + return xheights.median(); + } + + /// Any row xheight that is significantly different from the median is set + /// to the median. + void Tesseract::PreenXHeights(BLOCK_LIST *block_list) { + double median_xheight = MedianXHeight(block_list); + double max_deviation = kMaxXHeightDeviationFraction * median_xheight; + // Strip all fuzzy space markers to simplify the PAGE_RES. + BLOCK_IT b_it(block_list); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + BLOCK* block = b_it.data(); + ROW_IT r_it(block->row_list()); + for (r_it.mark_cycle_pt(); !r_it.cycled_list(); r_it.forward()) { + ROW* row = r_it.data(); + float diff = fabs(row->x_height() - median_xheight); + if (diff > max_deviation) { + if (applybox_debug) { + tprintf("row xheight=%g, but median xheight = %g\n", + row->x_height(), median_xheight); + } + row->set_x_height(static_cast(median_xheight)); + } + } + } + } + + /// Builds a PAGE_RES from the block_list in the way required for ApplyBoxes: + /// All fuzzy spaces are removed, and all the words are maximally chopped. + PAGE_RES* Tesseract::SetupApplyBoxes(const GenericVector& boxes, + BLOCK_LIST *block_list) { + PreenXHeights(block_list); + // Strip all fuzzy space markers to simplify the PAGE_RES. + BLOCK_IT b_it(block_list); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + BLOCK* block = b_it.data(); + ROW_IT r_it(block->row_list()); + for (r_it.mark_cycle_pt(); !r_it.cycled_list(); r_it.forward()) { + ROW* row = r_it.data(); + WERD_IT w_it(row->word_list()); + for (w_it.mark_cycle_pt(); !w_it.cycled_list(); w_it.forward()) { + WERD* word = w_it.data(); + if (word->cblob_list()->empty()) { + delete w_it.extract(); + } + else { + word->set_flag(W_FUZZY_SP, false); + word->set_flag(W_FUZZY_NON, false); + } + } + } + } + PAGE_RES* page_res = new PAGE_RES(false, block_list, NULL); + PAGE_RES_IT pr_it(page_res); + WERD_RES* word_res; + while ((word_res = pr_it.word()) != NULL) { + MaximallyChopWord(boxes, pr_it.block()->block, + pr_it.row()->row, word_res); + pr_it.forward(); + } + return page_res; + } + + /// Tests the chopper by exhaustively running chop_one_blob. + /// The word_res will contain filled chopped_word, seam_array, denorm, + /// box_word and best_state for the maximally chopped word. + void Tesseract::MaximallyChopWord(const GenericVector& boxes, + BLOCK* block, ROW* row, + WERD_RES* word_res) { + if (!word_res->SetupForRecognition(unicharset, this, BestPix(), + tessedit_ocr_engine_mode, NULL, + classify_bln_numeric_mode, + textord_use_cjk_fp_model, + poly_allow_detailed_fx, + row, block)) { + word_res->CloneChoppedToRebuild(); + return; + } + if (chop_debug) { + tprintf("Maximally chopping word at:"); + word_res->word->bounding_box().print(); + } + GenericVector blob_choices; + ASSERT_HOST(!word_res->chopped_word->blobs.empty()); + float rating = static_cast(MAX_INT8); + for (int i = 0; i < word_res->chopped_word->NumBlobs(); ++i) { + // The rating and certainty are not quite arbitrary. Since + // select_blob_to_chop uses the worst certainty to choose, they all have + // to be different, so starting with MAX_INT8, subtract 1/8 for each blob + // in here, and then divide by e each time they are chopped, which + // should guarantee a set of unequal values for the whole tree of blobs + // produced, however much chopping is required. The chops are thus only + // limited by the ability of the chopper to find suitable chop points, + // and not by the value of the certainties. + BLOB_CHOICE* choice = + new BLOB_CHOICE(0, rating, -rating, -1, 0.0f, 0.0f, 0.0f, BCC_FAKE); + blob_choices.push_back(choice); + rating -= 0.125f; + } + const double e = exp(1.0); // The base of natural logs. + int blob_number; + int right_chop_index = 0; + if (!assume_fixed_pitch_char_segment) { + // We only chop if the language is not fixed pitch like CJK. + SEAM* seam = NULL; + while ((seam = chop_one_blob(boxes, blob_choices, word_res, + &blob_number)) != NULL) { + word_res->InsertSeam(blob_number, seam); + BLOB_CHOICE* left_choice = blob_choices[blob_number]; + rating = left_choice->rating() / e; + left_choice->set_rating(rating); + left_choice->set_certainty(-rating); + // combine confidence w/ serial # + BLOB_CHOICE* right_choice = new BLOB_CHOICE(++right_chop_index, + rating - 0.125f, -rating, -1, + 0.0f, 0.0f, 0.0f, BCC_FAKE); + blob_choices.insert(right_choice, blob_number + 1); + } + } + word_res->CloneChoppedToRebuild(); + word_res->FakeClassifyWord(blob_choices.size(), &blob_choices[0]); + } + + /// Helper to compute the dispute resolution metric. + /// Disputed blob resolution. The aim is to give the blob to the most + /// appropriate boxfile box. Most of the time it is obvious, but if + /// two boxfile boxes overlap significantly it is not. If a small boxfile + /// box takes most of the blob, and a large boxfile box does too, then + /// we want the small boxfile box to get it, but if the small box + /// is much smaller than the blob, we don't want it to get it. + /// Details of the disputed blob resolution: + /// Given a box with area A, and a blob with area B, with overlap area C, + /// then the miss metric is (A-C)(B-C)/(AB) and the box with minimum + /// miss metric gets the blob. + static double BoxMissMetric(const TBOX& box1, const TBOX& box2) { + int overlap_area = box1.intersection(box2).area(); + double miss_metric = box1.area() - overlap_area; + miss_metric /= box1.area(); + miss_metric *= box2.area() - overlap_area; + miss_metric /= box2.area(); + return miss_metric; + } + + /// Gather consecutive blobs that match the given box into the best_state + /// and corresponding correct_text. + /// + /// Fights over which box owns which blobs are settled by pre-chopping and + /// applying the blobs to box or next_box with the least non-overlap. + /// @return false if the box was in error, which can only be caused by + /// failing to find an appropriate blob for a box. + /// + /// This means that occasionally, blobs may be incorrectly segmented if the + /// chopper fails to find a suitable chop point. + bool Tesseract::ResegmentCharBox(PAGE_RES* page_res, const TBOX *prev_box, + const TBOX& box, const TBOX& next_box, + const char* correct_text) { + if (applybox_debug > 1) { + tprintf("\nAPPLY_BOX: in ResegmentCharBox() for %s\n", correct_text); + } + PAGE_RES_IT page_res_it(page_res); + WERD_RES* word_res; + for (word_res = page_res_it.word(); word_res != NULL; + word_res = page_res_it.forward()) { + if (!word_res->box_word->bounding_box().major_overlap(box)) + continue; + if (applybox_debug > 1) { + tprintf("Checking word box:"); + word_res->box_word->bounding_box().print(); + } + int word_len = word_res->box_word->length(); + for (int i = 0; i < word_len; ++i) { + TBOX char_box = TBOX(); + int blob_count = 0; + for (blob_count = 0; i + blob_count < word_len; ++blob_count) { + TBOX blob_box = word_res->box_word->BlobBox(i + blob_count); + if (!blob_box.major_overlap(box)) + break; + if (word_res->correct_text[i + blob_count].length() > 0) + break; // Blob is claimed already. + double current_box_miss_metric = BoxMissMetric(blob_box, box); + double next_box_miss_metric = BoxMissMetric(blob_box, next_box); + if (applybox_debug > 2) { + tprintf("Checking blob:"); + blob_box.print(); + tprintf("Current miss metric = %g, next = %g\n", + current_box_miss_metric, next_box_miss_metric); + } + if (current_box_miss_metric > next_box_miss_metric) + break; // Blob is a better match for next box. + char_box += blob_box; + } + if (blob_count > 0) { + if (applybox_debug > 1) { + tprintf("Index [%d, %d) seem good.\n", i, i + blob_count); + } + if (!char_box.almost_equal(box, 3) && + (box.x_gap(next_box) < -3 || + (prev_box != NULL && prev_box->x_gap(box) < -3))) { + return false; + } + // We refine just the box_word, best_state and correct_text here. + // The rebuild_word is made in TidyUp. + // blob_count blobs are put together to match the box. Merge the + // box_word boxes, save the blob_count in the state and the text. + word_res->box_word->MergeBoxes(i, i + blob_count); + word_res->best_state[i] = blob_count; + word_res->correct_text[i] = correct_text; + if (applybox_debug > 2) { + tprintf("%d Blobs match: blob box:", blob_count); + word_res->box_word->BlobBox(i).print(); + tprintf("Matches box:"); + box.print(); + tprintf("With next box:"); + next_box.print(); + } + // Eliminated best_state and correct_text entries for the consumed + // blobs. + for (int j = 1; j < blob_count; ++j) { + word_res->best_state.remove(i + 1); + word_res->correct_text.remove(i + 1); + } + // Assume that no box spans multiple source words, so we are done with + // this box. + if (applybox_debug > 1) { + tprintf("Best state = "); + for (int j = 0; j < word_res->best_state.size(); ++j) { + tprintf("%d ", word_res->best_state[j]); + } + tprintf("\n"); + tprintf("Correct text = [[ "); + for (int j = 0; j < word_res->correct_text.size(); ++j) { + tprintf("%s ", word_res->correct_text[j].string()); + } + tprintf("]]\n"); + } + return true; + } + } + } + if (applybox_debug > 0) { + tprintf("FAIL!\n"); + } + return false; // Failure. + } + + /// Consume all source blobs that strongly overlap the given box, + /// putting them into a new word, with the correct_text label. + /// Fights over which box owns which blobs are settled by + /// applying the blobs to box or next_box with the least non-overlap. + /// @return false if the box was in error, which can only be caused by + /// failing to find an overlapping blob for a box. + bool Tesseract::ResegmentWordBox(BLOCK_LIST *block_list, + const TBOX& box, const TBOX& next_box, + const char* correct_text) { + if (applybox_debug > 1) { + tprintf("\nAPPLY_BOX: in ResegmentWordBox() for %s\n", correct_text); + } + WERD* new_word = NULL; + BLOCK_IT b_it(block_list); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + BLOCK* block = b_it.data(); + if (!box.major_overlap(block->bounding_box())) + continue; + ROW_IT r_it(block->row_list()); + for (r_it.mark_cycle_pt(); !r_it.cycled_list(); r_it.forward()) { + ROW* row = r_it.data(); + if (!box.major_overlap(row->bounding_box())) + continue; + WERD_IT w_it(row->word_list()); + for (w_it.mark_cycle_pt(); !w_it.cycled_list(); w_it.forward()) { + WERD* word = w_it.data(); + if (applybox_debug > 2) { + tprintf("Checking word:"); + word->bounding_box().print(); + } + if (word->text() != NULL && word->text()[0] != '\0') + continue; // Ignore words that are already done. + if (!box.major_overlap(word->bounding_box())) + continue; + C_BLOB_IT blob_it(word->cblob_list()); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); + blob_it.forward()) { + C_BLOB* blob = blob_it.data(); + TBOX blob_box = blob->bounding_box(); + if (!blob_box.major_overlap(box)) + continue; + double current_box_miss_metric = BoxMissMetric(blob_box, box); + double next_box_miss_metric = BoxMissMetric(blob_box, next_box); + if (applybox_debug > 2) { + tprintf("Checking blob:"); + blob_box.print(); + tprintf("Current miss metric = %g, next = %g\n", + current_box_miss_metric, next_box_miss_metric); + } + if (current_box_miss_metric > next_box_miss_metric) + continue; // Blob is a better match for next box. + if (applybox_debug > 2) { + tprintf("Blob match: blob:"); + blob_box.print(); + tprintf("Matches box:"); + box.print(); + tprintf("With next box:"); + next_box.print(); + } + if (new_word == NULL) { + // Make a new word with a single blob. + new_word = word->shallow_copy(); + new_word->set_text(correct_text); + w_it.add_to_end(new_word); + } + C_BLOB_IT new_blob_it(new_word->cblob_list()); + new_blob_it.add_to_end(blob_it.extract()); + } + } + } + } + if (new_word == NULL && applybox_debug > 0) tprintf("FAIL!\n"); + return new_word != NULL; + } + + /// Resegments the words by running the classifier in an attempt to find the + /// correct segmentation that produces the required string. + void Tesseract::ReSegmentByClassification(PAGE_RES* page_res) { + PAGE_RES_IT pr_it(page_res); + WERD_RES* word_res; + for (; (word_res = pr_it.word()) != NULL; pr_it.forward()) { + WERD* word = word_res->word; + if (word->text() == NULL || word->text()[0] == '\0') + continue; // Ignore words that have no text. + // Convert the correct text to a vector of UNICHAR_ID + GenericVector target_text; + if (!ConvertStringToUnichars(word->text(), &target_text)) { + tprintf("APPLY_BOX: FAILURE: can't find class_id for '%s'\n", + word->text()); + pr_it.DeleteCurrentWord(); + continue; + } + if (!FindSegmentation(target_text, word_res)) { + tprintf("APPLY_BOX: FAILURE: can't find segmentation for '%s'\n", + word->text()); + pr_it.DeleteCurrentWord(); + continue; + } + } + } + + /// Converts the space-delimited string of utf8 text to a vector of UNICHAR_ID. + /// @return false if an invalid UNICHAR_ID is encountered. + bool Tesseract::ConvertStringToUnichars(const char* utf8, + GenericVector* class_ids) { + for (int step = 0; *utf8 != '\0'; utf8 += step) { + const char* next_space = strchr(utf8, ' '); + if (next_space == NULL) + next_space = utf8 + strlen(utf8); + step = next_space - utf8; + UNICHAR_ID class_id = unicharset.unichar_to_id(utf8, step); + if (class_id == INVALID_UNICHAR_ID) { + return false; + } + while (utf8[step] == ' ') + ++step; + class_ids->push_back(class_id); + } + return true; + } + + /// Resegments the word to achieve the target_text from the classifier. + /// Returns false if the re-segmentation fails. + /// Uses brute-force combination of up to #kMaxGroupSize adjacent blobs, and + /// applies a full search on the classifier results to find the best classified + /// segmentation. As a compromise to obtain better recall, 1-1 ambiguity + /// substitutions ARE used. + bool Tesseract::FindSegmentation(const GenericVector& target_text, + WERD_RES* word_res) { + // Classify all required combinations of blobs and save results in choices. + int word_length = word_res->box_word->length(); + GenericVector* choices = + new GenericVector[word_length]; + for (int i = 0; i < word_length; ++i) { + for (int j = 1; j <= kMaxGroupSize && i + j <= word_length; ++j) { + BLOB_CHOICE_LIST* match_result = classify_piece( + word_res->seam_array, i, i + j - 1, "Applybox", + word_res->chopped_word, word_res->blamer_bundle); + if (applybox_debug > 2) { + tprintf("%d+%d:", i, j); + print_ratings_list("Segment:", match_result, unicharset); + } + choices[i].push_back(match_result); + } + } + // Search the segmentation graph for the target text. Must be an exact + // match. Using wildcards makes it difficult to find the correct + // segmentation even when it is there. + word_res->best_state.clear(); + GenericVector search_segmentation; + float best_rating = 0.0f; + SearchForText(choices, 0, word_length, target_text, 0, 0.0f, + &search_segmentation, &best_rating, &word_res->best_state); + for (int i = 0; i < word_length; ++i) + choices[i].delete_data_pointers(); + delete[] choices; + if (word_res->best_state.empty()) { + // Build the original segmentation and if it is the same length as the + // truth, assume it will do. + int blob_count = 1; + for (int s = 0; s < word_res->seam_array.size(); ++s) { + SEAM* seam = word_res->seam_array[s]; + if (!seam->HasAnySplits()) { + word_res->best_state.push_back(blob_count); + blob_count = 1; + } + else { + ++blob_count; + } + } + word_res->best_state.push_back(blob_count); + if (word_res->best_state.size() != target_text.size()) { + word_res->best_state.clear(); // No good. Original segmentation bad size. + return false; + } + } + word_res->correct_text.clear(); + for (int i = 0; i < target_text.size(); ++i) { + word_res->correct_text.push_back( + STRING(unicharset.id_to_unichar(target_text[i]))); + } + return true; + } + + /// Recursive helper to find a match to the target_text (from text_index + /// position) in the choices (from choices_pos position). + /// @param choices is an array of GenericVectors, of length choices_length, + /// with each element representing a starting position in the word, and the + /// #GenericVector holding classification results for a sequence of consecutive + /// blobs, with index 0 being a single blob, index 1 being 2 blobs etc. + /// @param choices_pos + /// @param choices_length + /// @param target_text + /// @param text_index + /// @param rating + /// @param segmentation + /// @param best_rating + /// @param best_segmentation + void Tesseract::SearchForText(const GenericVector* choices, + int choices_pos, int choices_length, + const GenericVector& target_text, + int text_index, + float rating, GenericVector* segmentation, + float* best_rating, + GenericVector* best_segmentation) { + const UnicharAmbigsVector& table = getDict().getUnicharAmbigs().dang_ambigs(); + for (int length = 1; length <= choices[choices_pos].size(); ++length) { + // Rating of matching choice or worst choice if no match. + float choice_rating = 0.0f; + // Find the corresponding best BLOB_CHOICE. + BLOB_CHOICE_IT choice_it(choices[choices_pos][length - 1]); + for (choice_it.mark_cycle_pt(); !choice_it.cycled_list(); + choice_it.forward()) { + BLOB_CHOICE* choice = choice_it.data(); + choice_rating = choice->rating(); + UNICHAR_ID class_id = choice->unichar_id(); + if (class_id == target_text[text_index]) { + break; + } + // Search ambigs table. + if (class_id < table.size() && table[class_id] != NULL) { + AmbigSpec_IT spec_it(table[class_id]); + for (spec_it.mark_cycle_pt(); !spec_it.cycled_list(); + spec_it.forward()) { + const AmbigSpec *ambig_spec = spec_it.data(); + // We'll only do 1-1. + if (ambig_spec->wrong_ngram[1] == INVALID_UNICHAR_ID && + ambig_spec->correct_ngram_id == target_text[text_index]) + break; + } + if (!spec_it.cycled_list()) + break; // Found an ambig. + } + } + if (choice_it.cycled_list()) + continue; // No match. + segmentation->push_back(length); + if (choices_pos + length == choices_length && + text_index + 1 == target_text.size()) { + // This is a complete match. If the rating is good record a new best. + if (applybox_debug > 2) { + tprintf("Complete match, rating = %g, best=%g, seglength=%d, best=%d\n", + rating + choice_rating, *best_rating, segmentation->size(), + best_segmentation->size()); + } + if (best_segmentation->empty() || rating + choice_rating < *best_rating) { + *best_segmentation = *segmentation; + *best_rating = rating + choice_rating; + } + } + else if (choices_pos + length < choices_length && + text_index + 1 < target_text.size()) { + if (applybox_debug > 3) { + tprintf("Match found for %d=%s:%s, at %d+%d, recursing...\n", + target_text[text_index], + unicharset.id_to_unichar(target_text[text_index]), + choice_it.data()->unichar_id() == target_text[text_index] + ? "Match" : "Ambig", + choices_pos, length); + } + SearchForText(choices, choices_pos + length, choices_length, target_text, + text_index + 1, rating + choice_rating, segmentation, + best_rating, best_segmentation); + if (applybox_debug > 3) { + tprintf("End recursion for %d=%s\n", target_text[text_index], + unicharset.id_to_unichar(target_text[text_index])); + } + } + segmentation->truncate(segmentation->size() - 1); + } + } + + /// - Counts up the labelled words and the blobs within. + /// - Deletes all unused or emptied words, counting the unused ones. + /// - Resets W_BOL and W_EOL flags correctly. + /// - Builds the rebuild_word and rebuilds the box_word and the best_choice. + void Tesseract::TidyUp(PAGE_RES* page_res) { + int ok_blob_count = 0; + int bad_blob_count = 0; + int ok_word_count = 0; + int unlabelled_words = 0; + PAGE_RES_IT pr_it(page_res); + WERD_RES* word_res; + for (; (word_res = pr_it.word()) != NULL; pr_it.forward()) { + int ok_in_word = 0; + int blob_count = word_res->correct_text.size(); + WERD_CHOICE* word_choice = new WERD_CHOICE(word_res->uch_set, blob_count); + word_choice->set_permuter(TOP_CHOICE_PERM); + for (int c = 0; c < blob_count; ++c) { + if (word_res->correct_text[c].length() > 0) { + ++ok_in_word; + } + // Since we only need a fake word_res->best_choice, the actual + // unichar_ids do not matter. Which is fortunate, since TidyUp() + // can be called while training Tesseract, at the stage where + // unicharset is not meaningful yet. + word_choice->append_unichar_id_space_allocated( + INVALID_UNICHAR_ID, word_res->best_state[c], 1.0f, -1.0f); + } + if (ok_in_word > 0) { + ok_blob_count += ok_in_word; + bad_blob_count += word_res->correct_text.size() - ok_in_word; + word_res->LogNewRawChoice(word_choice); + word_res->LogNewCookedChoice(1, false, word_choice); + } + else { + ++unlabelled_words; + if (applybox_debug > 0) { + tprintf("APPLY_BOXES: Unlabelled word at :"); + word_res->word->bounding_box().print(); + } + pr_it.DeleteCurrentWord(); + delete word_choice; + } + } + pr_it.restart_page(); + for (; (word_res = pr_it.word()) != NULL; pr_it.forward()) { + // Denormalize back to a BoxWord. + word_res->RebuildBestState(); + word_res->SetupBoxWord(); + word_res->word->set_flag(W_BOL, pr_it.prev_row() != pr_it.row()); + word_res->word->set_flag(W_EOL, pr_it.next_row() != pr_it.row()); + } + if (applybox_debug > 0) { + tprintf(" Found %d good blobs.\n", ok_blob_count); + if (bad_blob_count > 0) { + tprintf(" Leaving %d unlabelled blobs in %d words.\n", + bad_blob_count, ok_word_count); + } + if (unlabelled_words > 0) + tprintf(" %d remaining unlabelled words deleted.\n", unlabelled_words); + } + } + + /** Logs a bad box by line in the box file and box coords.*/ + void Tesseract::ReportFailedBox(int boxfile_lineno, TBOX box, + const char *box_ch, const char *err_msg) { + tprintf("APPLY_BOXES: boxfile line %d/%s ((%d,%d),(%d,%d)): %s\n", + boxfile_lineno + 1, box_ch, + box.left(), box.bottom(), box.right(), box.top(), err_msg); + } + + /** Creates a fake best_choice entry in each WERD_RES with the correct text.*/ + void Tesseract::CorrectClassifyWords(PAGE_RES* page_res) { + PAGE_RES_IT pr_it(page_res); + for (WERD_RES *word_res = pr_it.word(); word_res != NULL; + word_res = pr_it.forward()) { + WERD_CHOICE* choice = new WERD_CHOICE(word_res->uch_set, + word_res->correct_text.size()); + for (int i = 0; i < word_res->correct_text.size(); ++i) { + // The part before the first space is the real ground truth, and the + // rest is the bounding box location and page number. + GenericVector tokens; + word_res->correct_text[i].split(' ', &tokens); + UNICHAR_ID char_id = unicharset.unichar_to_id(tokens[0].string()); + choice->append_unichar_id_space_allocated(char_id, + word_res->best_state[i], + 0.0f, 0.0f); + } + word_res->ClearWordChoices(); + word_res->LogNewRawChoice(choice); + word_res->LogNewCookedChoice(1, false, choice); + } + } + + /// Calls #LearnWord to extract features for labelled blobs within each word. + /// Features are stored in an internal buffer. + void Tesseract::ApplyBoxTraining(const STRING& fontname, PAGE_RES* page_res) { + PAGE_RES_IT pr_it(page_res); + int word_count = 0; + for (WERD_RES *word_res = pr_it.word(); word_res != NULL; + word_res = pr_it.forward()) { + LearnWord(fontname.string(), word_res); + ++word_count; + } + tprintf("Generated training data for %d words\n", word_count); + } + + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/control.cpp b/3rdparty/hgOCR/include/ccmain/control.cpp new file mode 100644 index 00000000..0cd8f35f --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/control.cpp @@ -0,0 +1,2077 @@ +/****************************************************************** + * File: control.cpp (Formerly control.c) + * Description: Module-independent matcher controller. + * Author: Ray Smith + * Created: Thu Apr 23 11:09:58 BST 1992 + * ReHacked: Tue Sep 22 08:42:49 BST 1992 Phil Cheatle + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include +#include +#ifdef __UNIX__ +#include +#include +#include +#endif +#include +#include "ocrclass.h" +#include "werdit.h" +#include "drawfx.h" +#include "tessbox.h" +#include "tessvars.h" +#include "pgedit.h" +#include "reject.h" +#include "fixspace.h" +#include "docqual.h" +#include "control.h" +#include "output.h" +#include "callcpp.h" +#include "globals.h" +#include "sorthelper.h" +#include "tesseractclass.h" + +#define MIN_FONT_ROW_COUNT 8 +#define MAX_XHEIGHT_DIFF 3 + +const char* const kBackUpConfigFile = "tempconfigdata.config"; +// Min believable x-height for any text when refitting as a fraction of +// original x-height +const double kMinRefitXHeightFraction = 0.5; + + +/** + * Make a word from the selected blobs and run Tess on them. + * + * @param page_res recognise blobs + * @param selection_box within this box + */ +namespace tesseract { + void Tesseract::recog_pseudo_word(PAGE_RES* page_res, + TBOX &selection_box) { + PAGE_RES_IT* it = make_pseudo_word(page_res, selection_box); + if (it != NULL) { + recog_interactive(it); + it->DeleteCurrentWord(); + delete it; + } + } + + /** + * Recognize a single word in interactive mode. + * + * @param pr_it the page results iterator + */ + BOOL8 Tesseract::recog_interactive(PAGE_RES_IT* pr_it) { + inT16 char_qual; + inT16 good_char_qual; + + WordData word_data(*pr_it); + SetupWordPassN(2, &word_data); + classify_word_and_language(2, pr_it, &word_data); + if (tessedit_debug_quality_metrics) { + WERD_RES* word_res = pr_it->word(); + word_char_quality(word_res, pr_it->row()->row, &char_qual, &good_char_qual); + tprintf("\n%d chars; word_blob_quality: %d; outline_errs: %d; " + "char_quality: %d; good_char_quality: %d\n", + word_res->reject_map.length(), + word_blob_quality(word_res, pr_it->row()->row), + word_outline_errs(word_res), char_qual, good_char_qual); + } + return TRUE; + } + + // Helper function to check for a target word and handle it appropriately. + // Inspired by Jetsoft's requirement to process only single words on pass2 + // and beyond. + // If word_config is not null: + // If the word_box and target_word_box overlap, read the word_config file + // else reset to previous config data. + // return true. + // else + // If the word_box and target_word_box overlap or pass <= 1, return true. + // Note that this function uses a fixed temporary file for storing the previous + // configs, so it is neither thread-safe, nor process-safe, but the assumption + // is that it will only be used for one debug window at a time. + // + // Since this function is used for debugging (and not to change OCR results) + // set only debug params from the word config file. + bool Tesseract::ProcessTargetWord(const TBOX& word_box, + const TBOX& target_word_box, + const char* word_config, + int pass) { + if (word_config != NULL) { + if (word_box.major_overlap(target_word_box)) { + if (backup_config_file_ == NULL) { + backup_config_file_ = kBackUpConfigFile; + FILE* config_fp = fopen(backup_config_file_, "wb"); + ParamUtils::PrintParams(config_fp, params()); + fclose(config_fp); + ParamUtils::ReadParamsFile(word_config, + SET_PARAM_CONSTRAINT_DEBUG_ONLY, + params()); + } + } + else { + if (backup_config_file_ != NULL) { + ParamUtils::ReadParamsFile(backup_config_file_, + SET_PARAM_CONSTRAINT_DEBUG_ONLY, + params()); + backup_config_file_ = NULL; + } + } + } + else if (pass > 1 && !word_box.major_overlap(target_word_box)) { + return false; + } + return true; + } + + /** If tesseract is to be run, sets the words up ready for it. */ + void Tesseract::SetupAllWordsPassN(int pass_n, + const TBOX* target_word_box, + const char* word_config, + PAGE_RES* page_res, + GenericVector* words) { + // Prepare all the words. + PAGE_RES_IT page_res_it(page_res); + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + if (target_word_box == NULL || + ProcessTargetWord(page_res_it.word()->word->bounding_box(), + *target_word_box, word_config, 1)) { + words->push_back(WordData(page_res_it)); + } + } + // Setup all the words for recognition with polygonal approximation. + for (int w = 0; w < words->size(); ++w) { + SetupWordPassN(pass_n, &(*words)[w]); + if (w > 0) (*words)[w].prev_word = &(*words)[w - 1]; + } + } + + // Sets up the single word ready for whichever engine is to be run. + void Tesseract::SetupWordPassN(int pass_n, WordData* word) { + if (pass_n == 1 || !word->word->done) { + if (pass_n == 1) { + word->word->SetupForRecognition(unicharset, this, BestPix(), + tessedit_ocr_engine_mode, NULL, + classify_bln_numeric_mode, + textord_use_cjk_fp_model, + poly_allow_detailed_fx, + word->row, word->block); + } + else if (pass_n == 2) { + // TODO(rays) Should we do this on pass1 too? + word->word->caps_height = 0.0; + if (word->word->x_height == 0.0f) + word->word->x_height = word->row->x_height(); + } + word->lang_words.truncate(0); + for (int s = 0; s <= sub_langs_.size(); ++s) { + // The sub_langs_.size() entry is for the master language. + Tesseract* lang_t = s < sub_langs_.size() ? sub_langs_[s] : this; + WERD_RES* word_res = new WERD_RES; + word_res->InitForRetryRecognition(*word->word); + word->lang_words.push_back(word_res); + // Cube doesn't get setup for pass2. + if (pass_n == 1 || lang_t->tessedit_ocr_engine_mode != OEM_CUBE_ONLY) { + word_res->SetupForRecognition( + lang_t->unicharset, lang_t, BestPix(), + lang_t->tessedit_ocr_engine_mode, NULL, + lang_t->classify_bln_numeric_mode, + lang_t->textord_use_cjk_fp_model, + lang_t->poly_allow_detailed_fx, word->row, word->block); + } + } + } + } + + // Runs word recognition on all the words. + bool Tesseract::RecogAllWordsPassN(int pass_n, ETEXT_DESC* monitor, + PAGE_RES_IT* pr_it, + GenericVector* words) { + // TODO(rays) Before this loop can be parallelized (it would yield a massive + // speed-up) all remaining member globals need to be converted to local/heap + // (eg set_pass1 and set_pass2) and an intermediate adaption pass needs to be + // added. The results will be significantly different with adaption on, and + // deterioration will need investigation. + pr_it->restart_page(); + for (int w = 0; w < words->size(); ++w) { + WordData* word = &(*words)[w]; + if (w > 0) word->prev_word = &(*words)[w - 1]; + if (monitor != NULL) { + monitor->ocr_alive = TRUE; + if (pass_n == 1) { + monitor->progress = 70 * w / words->size(); + if (monitor->progress_callback != NULL) { + TBOX box = pr_it->word()->word->bounding_box(); + (*monitor->progress_callback)(monitor->progress, box.left(), + box.right(), box.top(), box.bottom()); + } + } + else { + monitor->progress = 70 + 30 * w / words->size(); + if (monitor->progress_callback != NULL) { + (*monitor->progress_callback)(monitor->progress, 0, 0, 0, 0); + } + } + if (monitor->deadline_exceeded() || + (monitor->cancel != NULL && (*monitor->cancel)(monitor->cancel_this, + words->size()))) { + // Timeout. Fake out the rest of the words. + for (; w < words->size(); ++w) { + (*words)[w].word->SetupFake(unicharset); + } + return false; + } + } + if (word->word->tess_failed) { + int s; + for (s = 0; s < word->lang_words.size() && + word->lang_words[s]->tess_failed; ++s) { + } + // If all are failed, skip it. Image words are skipped by this test. + if (s > word->lang_words.size()) continue; + } + // Sync pr_it with the wth WordData. + while (pr_it->word() != NULL && pr_it->word() != word->word) + pr_it->forward(); + ASSERT_HOST(pr_it->word() != NULL); + bool make_next_word_fuzzy = false; + if (ReassignDiacritics(pass_n, pr_it, &make_next_word_fuzzy)) { + // Needs to be setup again to see the new outlines in the chopped_word. + SetupWordPassN(pass_n, word); + } + + classify_word_and_language(pass_n, pr_it, word); + if (tessedit_dump_choices || debug_noise_removal) { + tprintf("Pass%d: %s [%s]\n", pass_n, + word->word->best_choice->unichar_string().string(), + word->word->best_choice->debug_string().string()); + } + pr_it->forward(); + if (make_next_word_fuzzy && pr_it->word() != NULL) { + pr_it->MakeCurrentWordFuzzy(); + } + } + return true; + } + + /** + * recog_all_words() + * + * Walk the page_res, recognizing all the words. + * If monitor is not null, it is used as a progress monitor/timeout/cancel. + * If dopasses is 0, all recognition passes are run, + * 1 just pass 1, 2 passes2 and higher. + * If target_word_box is not null, special things are done to words that + * overlap the target_word_box: + * if word_config is not null, the word config file is read for just the + * target word(s), otherwise, on pass 2 and beyond ONLY the target words + * are processed (Jetsoft modification.) + * Returns false if we cancelled prematurely. + * + * @param page_res page structure + * @param monitor progress monitor + * @param word_config word_config file + * @param target_word_box specifies just to extract a rectangle + * @param dopasses 0 - all, 1 just pass 1, 2 passes 2 and higher + */ + + bool Tesseract::recog_all_words(PAGE_RES* page_res, + ETEXT_DESC* monitor, + const TBOX* target_word_box, + const char* word_config, + int dopasses) { + PAGE_RES_IT page_res_it(page_res); + + if (tessedit_minimal_rej_pass1) { + tessedit_test_adaption.set_value(TRUE); + tessedit_minimal_rejection.set_value(TRUE); + } + + if (dopasses == 0 || dopasses == 1) { + page_res_it.restart_page(); + // ****************** Pass 1 ******************* + + // If the adaptive classifier is full switch to one we prepared earlier, + // ie on the previous page. If the current adaptive classifier is non-empty, + // prepare a backup starting at this page, in case it fills up. Do all this + // independently for each language. + if (AdaptiveClassifierIsFull()) { + SwitchAdaptiveClassifier(); + } + else if (!AdaptiveClassifierIsEmpty()) { + StartBackupAdaptiveClassifier(); + } + // Now check the sub-langs as well. + for (int i = 0; i < sub_langs_.size(); ++i) { + if (sub_langs_[i]->AdaptiveClassifierIsFull()) { + sub_langs_[i]->SwitchAdaptiveClassifier(); + } + else if (!sub_langs_[i]->AdaptiveClassifierIsEmpty()) { + sub_langs_[i]->StartBackupAdaptiveClassifier(); + } + } + // Set up all words ready for recognition, so that if parallelism is on + // all the input and output classes are ready to run the classifier. + GenericVector words; + SetupAllWordsPassN(1, target_word_box, word_config, page_res, &words); + if (tessedit_parallelize) { + PrerecAllWordsPar(words); + } + + stats_.word_count = words.size(); + + stats_.dict_words = 0; + stats_.doc_blob_quality = 0; + stats_.doc_outline_errs = 0; + stats_.doc_char_quality = 0; + stats_.good_char_count = 0; + stats_.doc_good_char_quality = 0; + + most_recently_used_ = this; + // Run pass 1 word recognition. + if (!RecogAllWordsPassN(1, monitor, &page_res_it, &words)) return false; + // Pass 1 post-processing. + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + if (page_res_it.word()->word->flag(W_REP_CHAR)) { + fix_rep_char(&page_res_it); + continue; + } + + // Count dict words. + if (page_res_it.word()->best_choice->permuter() == USER_DAWG_PERM) + ++(stats_.dict_words); + + // Update misadaption log (we only need to do it on pass 1, since + // adaption only happens on this pass). + if (page_res_it.word()->blamer_bundle != NULL && + page_res_it.word()->blamer_bundle->misadaption_debug().length() > 0) { + page_res->misadaption_log.push_back( + page_res_it.word()->blamer_bundle->misadaption_debug()); + } + } + } + + if (dopasses == 1) return true; + + // ****************** Pass 2 ******************* + if (tessedit_tess_adaption_mode != 0x0 && !tessedit_test_adaption && + AnyTessLang()) { + page_res_it.restart_page(); + GenericVector words; + SetupAllWordsPassN(2, target_word_box, word_config, page_res, &words); + if (tessedit_parallelize) { + PrerecAllWordsPar(words); + } + most_recently_used_ = this; + // Run pass 2 word recognition. + if (!RecogAllWordsPassN(2, monitor, &page_res_it, &words)) return false; + } + + // The next passes can only be run if tesseract has been used, as cube + // doesn't set all the necessary outputs in WERD_RES. + if (AnyTessLang()) { + // ****************** Pass 3 ******************* + // Fix fuzzy spaces. + set_global_loc_code(LOC_FUZZY_SPACE); + + if (!tessedit_test_adaption && tessedit_fix_fuzzy_spaces + && !tessedit_word_for_word && !right_to_left()) + fix_fuzzy_spaces(monitor, stats_.word_count, page_res); + + // ****************** Pass 4 ******************* + if (tessedit_enable_dict_correction) dictionary_correction_pass(page_res); + if (tessedit_enable_bigram_correction) bigram_correction_pass(page_res); + + // ****************** Pass 5,6 ******************* + rejection_passes(page_res, monitor, target_word_box, word_config); + +#ifndef NO_CUBE_BUILD + // ****************** Pass 7 ******************* + // Cube combiner. + // If cube is loaded and its combiner is present, run it. + if (tessedit_ocr_engine_mode == OEM_TESSERACT_CUBE_COMBINED) { + run_cube_combiner(page_res); + } +#endif + + // ****************** Pass 8 ******************* + font_recognition_pass(page_res); + + // ****************** Pass 9 ******************* + // Check the correctness of the final results. + blamer_pass(page_res); + script_pos_pass(page_res); + } + + // Write results pass. + set_global_loc_code(LOC_WRITE_RESULTS); + // This is now redundant, but retained commented so show how to obtain + // bounding boxes and style information. + + // changed by jetsoft + // needed for dll to output memory structure + if ((dopasses == 0 || dopasses == 2) && (monitor || tessedit_write_unlv)) + output_pass(page_res_it, target_word_box); + // end jetsoft + PageSegMode pageseg_mode = static_cast( + static_cast(tessedit_pageseg_mode)); + textord_.CleanupSingleRowResult(pageseg_mode, page_res); + + // Remove empty words, as these mess up the result iterators. + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + WERD_RES* word = page_res_it.word(); + if (word->best_choice == NULL || word->best_choice->length() == 0) + page_res_it.DeleteCurrentWord(); + } + + if (monitor != NULL) { + monitor->progress = 100; + } + return true; + } + + void Tesseract::bigram_correction_pass(PAGE_RES *page_res) { + PAGE_RES_IT word_it(page_res); + + WERD_RES *w_prev = NULL; + WERD_RES *w = word_it.word(); + while (1) { + w_prev = w; + while (word_it.forward() != NULL && + (!word_it.word() || word_it.word()->part_of_combo)) { + // advance word_it, skipping over parts of combos + } + if (!word_it.word()) break; + w = word_it.word(); + if (!w || !w_prev || w->uch_set != w_prev->uch_set) { + continue; + } + if (w_prev->word->flag(W_REP_CHAR) || w->word->flag(W_REP_CHAR)) { + if (tessedit_bigram_debug) { + tprintf("Skipping because one of the words is W_REP_CHAR\n"); + } + continue; + } + // Two words sharing the same language model, excellent! + GenericVector overrides_word1; + GenericVector overrides_word2; + + STRING orig_w1_str = w_prev->best_choice->unichar_string(); + STRING orig_w2_str = w->best_choice->unichar_string(); + WERD_CHOICE prev_best(w->uch_set); + { + int w1start, w1end; + w_prev->best_choice->GetNonSuperscriptSpan(&w1start, &w1end); + prev_best = w_prev->best_choice->shallow_copy(w1start, w1end); + } + WERD_CHOICE this_best(w->uch_set); + { + int w2start, w2end; + w->best_choice->GetNonSuperscriptSpan(&w2start, &w2end); + this_best = w->best_choice->shallow_copy(w2start, w2end); + } + + if (w->tesseract->getDict().valid_bigram(prev_best, this_best)) { + if (tessedit_bigram_debug) { + tprintf("Top choice \"%s %s\" verified by bigram model.\n", + orig_w1_str.string(), orig_w2_str.string()); + } + continue; + } + if (tessedit_bigram_debug > 2) { + tprintf("Examining alt choices for \"%s %s\".\n", + orig_w1_str.string(), orig_w2_str.string()); + } + if (tessedit_bigram_debug > 1) { + if (!w_prev->best_choices.singleton()) { + w_prev->PrintBestChoices(); + } + if (!w->best_choices.singleton()) { + w->PrintBestChoices(); + } + } + float best_rating = 0.0; + int best_idx = 0; + WERD_CHOICE_IT prev_it(&w_prev->best_choices); + for (prev_it.mark_cycle_pt(); !prev_it.cycled_list(); prev_it.forward()) { + WERD_CHOICE *p1 = prev_it.data(); + WERD_CHOICE strip1(w->uch_set); + { + int p1start, p1end; + p1->GetNonSuperscriptSpan(&p1start, &p1end); + strip1 = p1->shallow_copy(p1start, p1end); + } + WERD_CHOICE_IT w_it(&w->best_choices); + for (w_it.mark_cycle_pt(); !w_it.cycled_list(); w_it.forward()) { + WERD_CHOICE *p2 = w_it.data(); + WERD_CHOICE strip2(w->uch_set); + { + int p2start, p2end; + p2->GetNonSuperscriptSpan(&p2start, &p2end); + strip2 = p2->shallow_copy(p2start, p2end); + } + if (w->tesseract->getDict().valid_bigram(strip1, strip2)) { + overrides_word1.push_back(p1); + overrides_word2.push_back(p2); + if (overrides_word1.size() == 1 || + p1->rating() + p2->rating() < best_rating) { + best_rating = p1->rating() + p2->rating(); + best_idx = overrides_word1.size() - 1; + } + } + } + } + if (!overrides_word1.empty()) { + // Excellent, we have some bigram matches. + if (EqualIgnoringCaseAndTerminalPunct(*w_prev->best_choice, + *overrides_word1[best_idx]) && + EqualIgnoringCaseAndTerminalPunct(*w->best_choice, + *overrides_word2[best_idx])) { + if (tessedit_bigram_debug > 1) { + tprintf("Top choice \"%s %s\" verified (sans case) by bigram " + "model.\n", orig_w1_str.string(), orig_w2_str.string()); + } + continue; + } + STRING new_w1_str = overrides_word1[best_idx]->unichar_string(); + STRING new_w2_str = overrides_word2[best_idx]->unichar_string(); + if (new_w1_str != orig_w1_str) { + w_prev->ReplaceBestChoice(overrides_word1[best_idx]); + } + if (new_w2_str != orig_w2_str) { + w->ReplaceBestChoice(overrides_word2[best_idx]); + } + if (tessedit_bigram_debug > 0) { + STRING choices_description; + int num_bigram_choices + = overrides_word1.size() * overrides_word2.size(); + if (num_bigram_choices == 1) { + choices_description = "This was the unique bigram choice."; + } + else { + if (tessedit_bigram_debug > 1) { + STRING bigrams_list; + const int kMaxChoicesToPrint = 20; + for (int i = 0; i < overrides_word1.size() && + i < kMaxChoicesToPrint; i++) { + if (i > 0) { bigrams_list += ", "; } + WERD_CHOICE *p1 = overrides_word1[i]; + WERD_CHOICE *p2 = overrides_word2[i]; + bigrams_list += p1->unichar_string() + " " + p2->unichar_string(); + if (i == kMaxChoicesToPrint) { + bigrams_list += " ..."; + } + } + choices_description = "There were many choices: {"; + choices_description += bigrams_list; + choices_description += "}"; + } + else { + choices_description.add_str_int("There were ", num_bigram_choices); + choices_description += " compatible bigrams."; + } + } + tprintf("Replaced \"%s %s\" with \"%s %s\" with bigram model. %s\n", + orig_w1_str.string(), orig_w2_str.string(), + new_w1_str.string(), new_w2_str.string(), + choices_description.string()); + } + } + } + } + + void Tesseract::rejection_passes(PAGE_RES* page_res, + ETEXT_DESC* monitor, + const TBOX* target_word_box, + const char* word_config) { + PAGE_RES_IT page_res_it(page_res); + // ****************** Pass 5 ******************* + // Gather statistics on rejects. + int word_index = 0; + while (!tessedit_test_adaption && page_res_it.word() != NULL) { + set_global_loc_code(LOC_MM_ADAPT); + WERD_RES* word = page_res_it.word(); + word_index++; + if (monitor != NULL) { + monitor->ocr_alive = TRUE; + monitor->progress = 95 + 5 * word_index / stats_.word_count; + } + if (word->rebuild_word == NULL) { + // Word was not processed by tesseract. + page_res_it.forward(); + continue; + } + check_debug_pt(word, 70); + + // changed by jetsoft + // specific to its needs to extract one word when need + if (target_word_box && + !ProcessTargetWord(word->word->bounding_box(), + *target_word_box, word_config, 4)) { + page_res_it.forward(); + continue; + } + // end jetsoft + + page_res_it.rej_stat_word(); + int chars_in_word = word->reject_map.length(); + int rejects_in_word = word->reject_map.reject_count(); + + int blob_quality = word_blob_quality(word, page_res_it.row()->row); + stats_.doc_blob_quality += blob_quality; + int outline_errs = word_outline_errs(word); + stats_.doc_outline_errs += outline_errs; + inT16 all_char_quality; + inT16 accepted_all_char_quality; + word_char_quality(word, page_res_it.row()->row, + &all_char_quality, &accepted_all_char_quality); + stats_.doc_char_quality += all_char_quality; + uinT8 permuter_type = word->best_choice->permuter(); + if ((permuter_type == SYSTEM_DAWG_PERM) || + (permuter_type == FREQ_DAWG_PERM) || + (permuter_type == USER_DAWG_PERM)) { + stats_.good_char_count += chars_in_word - rejects_in_word; + stats_.doc_good_char_quality += accepted_all_char_quality; + } + check_debug_pt(word, 80); + if (tessedit_reject_bad_qual_wds && + (blob_quality == 0) && (outline_errs >= chars_in_word)) + word->reject_map.rej_word_bad_quality(); + check_debug_pt(word, 90); + page_res_it.forward(); + } + + if (tessedit_debug_quality_metrics) { + tprintf + ("QUALITY: num_chs= %d num_rejs= %d %5.3f blob_qual= %d %5.3f" + " outline_errs= %d %5.3f char_qual= %d %5.3f good_ch_qual= %d %5.3f\n", + page_res->char_count, page_res->rej_count, + page_res->rej_count / static_cast(page_res->char_count), + stats_.doc_blob_quality, + stats_.doc_blob_quality / static_cast(page_res->char_count), + stats_.doc_outline_errs, + stats_.doc_outline_errs / static_cast(page_res->char_count), + stats_.doc_char_quality, + stats_.doc_char_quality / static_cast(page_res->char_count), + stats_.doc_good_char_quality, + (stats_.good_char_count > 0) ? + (stats_.doc_good_char_quality / + static_cast(stats_.good_char_count)) : 0.0); + } + BOOL8 good_quality_doc = + ((page_res->rej_count / static_cast(page_res->char_count)) <= + quality_rej_pc) && + (stats_.doc_blob_quality / static_cast(page_res->char_count) >= + quality_blob_pc) && + (stats_.doc_outline_errs / static_cast(page_res->char_count) <= + quality_outline_pc) && + (stats_.doc_char_quality / static_cast(page_res->char_count) >= + quality_char_pc); + + // ****************** Pass 6 ******************* + // Do whole document or whole block rejection pass + if (!tessedit_test_adaption) { + set_global_loc_code(LOC_DOC_BLK_REJ); + quality_based_rejection(page_res_it, good_quality_doc); + } + } + + void Tesseract::blamer_pass(PAGE_RES* page_res) { + if (!wordrec_run_blamer) return; + PAGE_RES_IT page_res_it(page_res); + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + WERD_RES *word = page_res_it.word(); + BlamerBundle::LastChanceBlame(wordrec_debug_blamer, word); + page_res->blame_reasons[word->blamer_bundle->incorrect_result_reason()]++; + } + tprintf("Blame reasons:\n"); + for (int bl = 0; bl < IRR_NUM_REASONS; ++bl) { + tprintf("%s %d\n", BlamerBundle::IncorrectReasonName( + static_cast(bl)), + page_res->blame_reasons[bl]); + } + if (page_res->misadaption_log.length() > 0) { + tprintf("Misadaption log:\n"); + for (int i = 0; i < page_res->misadaption_log.length(); ++i) { + tprintf("%s\n", page_res->misadaption_log[i].string()); + } + } + } + + // Sets script positions and detects smallcaps on all output words. + void Tesseract::script_pos_pass(PAGE_RES* page_res) { + PAGE_RES_IT page_res_it(page_res); + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + WERD_RES* word = page_res_it.word(); + if (word->word->flag(W_REP_CHAR)) { + page_res_it.forward(); + continue; + } + float x_height = page_res_it.block()->block->x_height(); + float word_x_height = word->x_height; + if (word_x_height < word->best_choice->min_x_height() || + word_x_height > word->best_choice->max_x_height()) { + word_x_height = (word->best_choice->min_x_height() + + word->best_choice->max_x_height()) / 2.0f; + } + // Test for small caps. Word capheight must be close to block xheight, + // and word must contain no lower case letters, and at least one upper case. + double small_cap_xheight = x_height * kXHeightCapRatio; + double small_cap_delta = (x_height - small_cap_xheight) / 2.0; + if (word->uch_set->script_has_xheight() && + small_cap_xheight - small_cap_delta <= word_x_height && + word_x_height <= small_cap_xheight + small_cap_delta) { + // Scan for upper/lower. + int num_upper = 0; + int num_lower = 0; + for (int i = 0; i < word->best_choice->length(); ++i) { + if (word->uch_set->get_isupper(word->best_choice->unichar_id(i))) + ++num_upper; + else if (word->uch_set->get_islower(word->best_choice->unichar_id(i))) + ++num_lower; + } + if (num_upper > 0 && num_lower == 0) + word->small_caps = true; + } + word->SetScriptPositions(); + } + } + + // Factored helper considers the indexed word and updates all the pointed + // values. + static void EvaluateWord(const PointerVector& words, int index, + float* rating, float* certainty, bool* bad, + bool* valid_permuter, int* right, int* next_left) { + *right = -MAX_INT32; + *next_left = MAX_INT32; + if (index < words.size()) { + WERD_CHOICE* choice = words[index]->best_choice; + if (choice == NULL) { + *bad = true; + } + else { + *rating += choice->rating(); + *certainty = MIN(*certainty, choice->certainty()); + if (!Dict::valid_word_permuter(choice->permuter(), false)) + *valid_permuter = false; + } + *right = words[index]->word->bounding_box().right(); + if (index + 1 < words.size()) + *next_left = words[index + 1]->word->bounding_box().left(); + } + else { + *valid_permuter = false; + *bad = true; + } + } + + // Helper chooses the best combination of words, transferring good ones from + // new_words to best_words. To win, a new word must have (better rating and + // certainty) or (better permuter status and rating within rating ratio and + // certainty within certainty margin) than current best. + // All the new_words are consumed (moved to best_words or deleted.) + // The return value is the number of new_words used minus the number of + // best_words that remain in the output. + static int SelectBestWords(double rating_ratio, + double certainty_margin, + bool debug, + PointerVector* new_words, + PointerVector* best_words) { + // Process the smallest groups of words that have an overlapping word + // boundary at the end. + GenericVector out_words; + // Index into each word vector (best, new). + int b = 0, n = 0; + int num_best = 0, num_new = 0; + while (b < best_words->size() || n < new_words->size()) { + // Start of the current run in each. + int start_b = b, start_n = n; + // Rating of the current run in each. + float b_rating = 0.0f, n_rating = 0.0f; + // Certainty of the current run in each. + float b_certainty = 0.0f, n_certainty = 0.0f; + // True if any word is missing its best choice. + bool b_bad = false, n_bad = false; + // True if all words have a valid permuter. + bool b_valid_permuter = true, n_valid_permuter = true; + + while (b < best_words->size() || n < new_words->size()) { + int b_right = -MAX_INT32; + int next_b_left = MAX_INT32; + EvaluateWord(*best_words, b, &b_rating, &b_certainty, &b_bad, + &b_valid_permuter, &b_right, &next_b_left); + int n_right = -MAX_INT32; + int next_n_left = MAX_INT32; + EvaluateWord(*new_words, n, &n_rating, &n_certainty, &n_bad, + &n_valid_permuter, &n_right, &next_n_left); + if (MAX(b_right, n_right) < MIN(next_b_left, next_n_left)) { + // The word breaks overlap. [start_b,b] and [start_n, n] match. + break; + } + // Keep searching for the matching word break. + if ((b_right < n_right && b < best_words->size()) || + n == new_words->size()) + ++b; + else + ++n; + } + bool new_better = false; + if (!n_bad && (b_bad || (n_certainty > b_certainty && + n_rating < b_rating) || + (!b_valid_permuter && n_valid_permuter && + n_rating < b_rating * rating_ratio && + n_certainty > b_certainty - certainty_margin))) { + // New is better. + for (int i = start_n; i <= n; ++i) { + out_words.push_back((*new_words)[i]); + (*new_words)[i] = NULL; + ++num_new; + } + new_better = true; + } + else if (!b_bad) { + // Current best is better. + for (int i = start_b; i <= b; ++i) { + out_words.push_back((*best_words)[i]); + (*best_words)[i] = NULL; + ++num_best; + } + } + int end_b = b < best_words->size() ? b + 1 : b; + int end_n = n < new_words->size() ? n + 1 : n; + if (debug) { + tprintf("%d new words %s than %d old words: r: %g v %g c: %g v %g" + " valid dict: %d v %d\n", + end_n - start_n, new_better ? "better" : "worse", + end_b - start_b, n_rating, b_rating, + n_certainty, b_certainty, n_valid_permuter, b_valid_permuter); + } + // Move on to the next group. + b = end_b; + n = end_n; + } + // Transfer from out_words to best_words. + best_words->clear(); + for (int i = 0; i < out_words.size(); ++i) + best_words->push_back(out_words[i]); + return num_new - num_best; + } + + // Helper to recognize the word using the given (language-specific) tesseract. + // Returns positive if this recognizer found more new best words than the + // number kept from best_words. + int Tesseract::RetryWithLanguage(const WordData& word_data, + WordRecognizer recognizer, + WERD_RES** in_word, + PointerVector* best_words) { + bool debug = classify_debug_level || cube_debug_level; + if (debug) { + tprintf("Trying word using lang %s, oem %d\n", + lang.string(), static_cast(tessedit_ocr_engine_mode)); + } + // Run the recognizer on the word. + PointerVector new_words; + (this->*recognizer)(word_data, in_word, &new_words); + if (new_words.empty()) { + // Transfer input word to new_words, as the classifier must have put + // the result back in the input. + new_words.push_back(*in_word); + *in_word = NULL; + } + if (debug) { + for (int i = 0; i < new_words.size(); ++i) + new_words[i]->DebugTopChoice("Lang result"); + } + // Initial version is a bit of a hack based on better certainty and rating + // (to reduce false positives from cube) or a dictionary vs non-dictionary + // word. + return SelectBestWords(classify_max_rating_ratio, + classify_max_certainty_margin, + debug, &new_words, best_words); + } + + // Helper returns true if all the words are acceptable. + static bool WordsAcceptable(const PointerVector& words) { + for (int w = 0; w < words.size(); ++w) { + if (words[w]->tess_failed || !words[w]->tess_accepted) return false; + } + return true; + } + + // Moves good-looking "noise"/diacritics from the reject list to the main + // blob list on the current word. Returns true if anything was done, and + // sets make_next_word_fuzzy if blob(s) were added to the end of the word. + bool Tesseract::ReassignDiacritics(int pass, PAGE_RES_IT* pr_it, + bool* make_next_word_fuzzy) { + *make_next_word_fuzzy = false; + WERD* real_word = pr_it->word()->word; + if (real_word->rej_cblob_list()->empty() || + real_word->cblob_list()->empty() || + real_word->rej_cblob_list()->length() > noise_maxperword) + return false; + real_word->rej_cblob_list()->sort(&C_BLOB::SortByXMiddle); + // Get the noise outlines into a vector with matching bool map. + GenericVector outlines; + real_word->GetNoiseOutlines(&outlines); + GenericVector word_wanted; + GenericVector overlapped_any_blob; + GenericVector target_blobs; + AssignDiacriticsToOverlappingBlobs(outlines, pass, real_word, pr_it, + &word_wanted, &overlapped_any_blob, + &target_blobs); + // Filter the outlines that overlapped any blob and put them into the word + // now. This simplifies the remaining task and also makes it more accurate + // as it has more completed blobs to work on. + GenericVector wanted; + GenericVector wanted_blobs; + GenericVector wanted_outlines; + int num_overlapped = 0; + int num_overlapped_used = 0; + for (int i = 0; i < overlapped_any_blob.size(); ++i) { + if (overlapped_any_blob[i]) { + ++num_overlapped; + if (word_wanted[i]) ++num_overlapped_used; + wanted.push_back(word_wanted[i]); + wanted_blobs.push_back(target_blobs[i]); + wanted_outlines.push_back(outlines[i]); + outlines[i] = NULL; + } + } + real_word->AddSelectedOutlines(wanted, wanted_blobs, wanted_outlines, NULL); + AssignDiacriticsToNewBlobs(outlines, pass, real_word, pr_it, &word_wanted, + &target_blobs); + int non_overlapped = 0; + int non_overlapped_used = 0; + for (int i = 0; i < word_wanted.size(); ++i) { + if (word_wanted[i]) ++non_overlapped_used; + if (outlines[i] != NULL) ++non_overlapped_used; + } + if (debug_noise_removal) { + tprintf("Used %d/%d overlapped %d/%d non-overlaped diacritics on word:", + num_overlapped_used, num_overlapped, non_overlapped_used, + non_overlapped); + real_word->bounding_box().print(); + } + // Now we have decided which outlines we want, put them into the real_word. + if (real_word->AddSelectedOutlines(word_wanted, target_blobs, outlines, + make_next_word_fuzzy)) { + pr_it->MakeCurrentWordFuzzy(); + } + // TODO(rays) Parts of combos have a deep copy of the real word, and need + // to have their noise outlines moved/assigned in the same way!! + return num_overlapped_used != 0 || non_overlapped_used != 0; + } + + // Attempts to put noise/diacritic outlines into the blobs that they overlap. + // Input: a set of noisy outlines that probably belong to the real_word. + // Output: word_wanted indicates which outlines are to be assigned to a blob, + // target_blobs indicates which to assign to, and overlapped_any_blob is + // true for all outlines that overlapped a blob. + void Tesseract::AssignDiacriticsToOverlappingBlobs( + const GenericVector& outlines, int pass, WERD* real_word, + PAGE_RES_IT* pr_it, GenericVector* word_wanted, + GenericVector* overlapped_any_blob, + GenericVector* target_blobs) { + GenericVector blob_wanted; + word_wanted->init_to_size(outlines.size(), false); + overlapped_any_blob->init_to_size(outlines.size(), false); + target_blobs->init_to_size(outlines.size(), NULL); + // For each real blob, find the outlines that seriously overlap it. + // A single blob could be several merged characters, so there can be quite + // a few outlines overlapping, and the full engine needs to be used to chop + // and join to get a sensible result. + C_BLOB_IT blob_it(real_word->cblob_list()); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + C_BLOB* blob = blob_it.data(); + TBOX blob_box = blob->bounding_box(); + blob_wanted.init_to_size(outlines.size(), false); + int num_blob_outlines = 0; + for (int i = 0; i < outlines.size(); ++i) { + if (blob_box.major_x_overlap(outlines[i]->bounding_box()) && + !(*word_wanted)[i]) { + blob_wanted[i] = true; + (*overlapped_any_blob)[i] = true; + ++num_blob_outlines; + } + } + if (debug_noise_removal) { + tprintf("%d noise outlines overlap blob at:", num_blob_outlines); + blob_box.print(); + } + // If any outlines overlap the blob, and not too many, classify the blob + // (using the full engine, languages and all), and choose the maximal + // combination of outlines that doesn't hurt the end-result classification + // by too much. Mark them as wanted. + if (0 < num_blob_outlines && num_blob_outlines < noise_maxperblob) { + if (SelectGoodDiacriticOutlines(pass, noise_cert_basechar, pr_it, blob, + outlines, num_blob_outlines, + &blob_wanted)) { + for (int i = 0; i < blob_wanted.size(); ++i) { + if (blob_wanted[i]) { + // Claim the outline and record where it is going. + (*word_wanted)[i] = true; + (*target_blobs)[i] = blob; + } + } + } + } + } + } + + // Attempts to assign non-overlapping outlines to their nearest blobs or + // make new blobs out of them. + void Tesseract::AssignDiacriticsToNewBlobs( + const GenericVector& outlines, int pass, WERD* real_word, + PAGE_RES_IT* pr_it, GenericVector* word_wanted, + GenericVector* target_blobs) { + GenericVector blob_wanted; + word_wanted->init_to_size(outlines.size(), false); + target_blobs->init_to_size(outlines.size(), NULL); + // Check for outlines that need to be turned into stand-alone blobs. + for (int i = 0; i < outlines.size(); ++i) { + if (outlines[i] == NULL) continue; + // Get a set of adjacent outlines that don't overlap any existing blob. + blob_wanted.init_to_size(outlines.size(), false); + int num_blob_outlines = 0; + TBOX total_ol_box(outlines[i]->bounding_box()); + while (i < outlines.size() && outlines[i] != NULL) { + blob_wanted[i] = true; + total_ol_box += outlines[i]->bounding_box(); + ++i; + ++num_blob_outlines; + } + // Find the insertion point. + C_BLOB_IT blob_it(real_word->cblob_list()); + while (!blob_it.at_last() && + blob_it.data_relative(1)->bounding_box().left() <= + total_ol_box.left()) { + blob_it.forward(); + } + // Choose which combination of them we actually want and where to put + // them. + if (debug_noise_removal) + tprintf("Num blobless outlines = %d\n", num_blob_outlines); + C_BLOB* left_blob = blob_it.data(); + TBOX left_box = left_blob->bounding_box(); + C_BLOB* right_blob = blob_it.at_last() ? NULL : blob_it.data_relative(1); + if ((left_box.x_overlap(total_ol_box) || right_blob == NULL || + !right_blob->bounding_box().x_overlap(total_ol_box)) && + SelectGoodDiacriticOutlines(pass, noise_cert_disjoint, pr_it, left_blob, + outlines, num_blob_outlines, + &blob_wanted)) { + if (debug_noise_removal) tprintf("Added to left blob\n"); + for (int j = 0; j < blob_wanted.size(); ++j) { + if (blob_wanted[j]) { + (*word_wanted)[j] = true; + (*target_blobs)[j] = left_blob; + } + } + } + else if (right_blob != NULL && + (!left_box.x_overlap(total_ol_box) || + right_blob->bounding_box().x_overlap(total_ol_box)) && + SelectGoodDiacriticOutlines(pass, noise_cert_disjoint, pr_it, + right_blob, outlines, + num_blob_outlines, &blob_wanted)) { + if (debug_noise_removal) tprintf("Added to right blob\n"); + for (int j = 0; j < blob_wanted.size(); ++j) { + if (blob_wanted[j]) { + (*word_wanted)[j] = true; + (*target_blobs)[j] = right_blob; + } + } + } + else if (SelectGoodDiacriticOutlines(pass, noise_cert_punc, pr_it, NULL, + outlines, num_blob_outlines, + &blob_wanted)) { + if (debug_noise_removal) tprintf("Fitted between blobs\n"); + for (int j = 0; j < blob_wanted.size(); ++j) { + if (blob_wanted[j]) { + (*word_wanted)[j] = true; + (*target_blobs)[j] = NULL; + } + } + } + } + } + + // Starting with ok_outlines set to indicate which outlines overlap the blob, + // chooses the optimal set (approximately) and returns true if any outlines + // are desired, in which case ok_outlines indicates which ones. + bool Tesseract::SelectGoodDiacriticOutlines( + int pass, float certainty_threshold, PAGE_RES_IT* pr_it, C_BLOB* blob, + const GenericVector& outlines, int num_outlines, + GenericVector* ok_outlines) { + STRING best_str; + float target_cert = certainty_threshold; + if (blob != NULL) { + float target_c2; + target_cert = ClassifyBlobAsWord(pass, pr_it, blob, &best_str, &target_c2); + if (debug_noise_removal) { + tprintf("No Noise blob classified as %s=%g(%g) at:", best_str.string(), + target_cert, target_c2); + blob->bounding_box().print(); + } + target_cert -= (target_cert - certainty_threshold) * noise_cert_factor; + } + GenericVector test_outlines = *ok_outlines; + // Start with all the outlines in. + STRING all_str; + GenericVector best_outlines = *ok_outlines; + float best_cert = ClassifyBlobPlusOutlines(test_outlines, outlines, pass, + pr_it, blob, &all_str); + if (debug_noise_removal) { + TBOX ol_box; + for (int i = 0; i < test_outlines.size(); ++i) { + if (test_outlines[i]) ol_box += outlines[i]->bounding_box(); + } + tprintf("All Noise blob classified as %s=%g, delta=%g at:", + all_str.string(), best_cert, best_cert - target_cert); + ol_box.print(); + } + // Iteratively zero out the bit that improves the certainty the most, until + // we get past the threshold, have zero bits, or fail to improve. + int best_index = 0; // To zero out. + while (num_outlines > 1 && best_index >= 0 && + (blob == NULL || best_cert < target_cert || blob != NULL)) { + // Find the best bit to zero out. + best_index = -1; + for (int i = 0; i < outlines.size(); ++i) { + if (test_outlines[i]) { + test_outlines[i] = false; + STRING str; + float cert = ClassifyBlobPlusOutlines(test_outlines, outlines, pass, + pr_it, blob, &str); + if (debug_noise_removal) { + TBOX ol_box; + for (int j = 0; j < outlines.size(); ++j) { + if (test_outlines[j]) ol_box += outlines[j]->bounding_box(); + tprintf("%d", test_outlines[j]); + } + tprintf(" blob classified as %s=%g, delta=%g) at:", str.string(), + cert, cert - target_cert); + ol_box.print(); + } + if (cert > best_cert) { + best_cert = cert; + best_index = i; + best_outlines = test_outlines; + } + test_outlines[i] = true; + } + } + if (best_index >= 0) { + test_outlines[best_index] = false; + --num_outlines; + } + } + if (best_cert >= target_cert) { + // Save the best combination. + *ok_outlines = best_outlines; + if (debug_noise_removal) { + tprintf("%s noise combination ", blob ? "Adding" : "New"); + for (int i = 0; i < best_outlines.size(); ++i) { + tprintf("%d", best_outlines[i]); + } + tprintf(" yields certainty %g, beating target of %g\n", best_cert, + target_cert); + } + return true; + } + return false; + } + + // Classifies the given blob plus the outlines flagged by ok_outlines, undoes + // the inclusion of the outlines, and returns the certainty of the raw choice. + float Tesseract::ClassifyBlobPlusOutlines( + const GenericVector& ok_outlines, + const GenericVector& outlines, int pass_n, PAGE_RES_IT* pr_it, + C_BLOB* blob, STRING* best_str) { + C_OUTLINE_IT ol_it; + C_OUTLINE* first_to_keep = NULL; + if (blob != NULL) { + // Add the required outlines to the blob. + ol_it.set_to_list(blob->out_list()); + first_to_keep = ol_it.data(); + } + for (int i = 0; i < ok_outlines.size(); ++i) { + if (ok_outlines[i]) { + // This outline is to be added. + if (blob == NULL) { + blob = new C_BLOB(outlines[i]); + ol_it.set_to_list(blob->out_list()); + } + else { + ol_it.add_before_stay_put(outlines[i]); + } + } + } + float c2; + float cert = ClassifyBlobAsWord(pass_n, pr_it, blob, best_str, &c2); + ol_it.move_to_first(); + if (first_to_keep == NULL) { + // We created blob. Empty its outlines and delete it. + for (; !ol_it.empty(); ol_it.forward()) ol_it.extract(); + delete blob; + cert = -c2; + } + else { + // Remove the outlines that we put in. + for (; ol_it.data() != first_to_keep; ol_it.forward()) { + ol_it.extract(); + } + } + return cert; + } + + // Classifies the given blob (part of word_data->word->word) as an individual + // word, using languages, chopper etc, returning only the certainty of the + // best raw choice, and undoing all the work done to fake out the word. + float Tesseract::ClassifyBlobAsWord(int pass_n, PAGE_RES_IT* pr_it, + C_BLOB* blob, STRING* best_str, float* c2) { + WERD* real_word = pr_it->word()->word; + WERD* word = real_word->ConstructFromSingleBlob( + real_word->flag(W_BOL), real_word->flag(W_EOL), C_BLOB::deep_copy(blob)); + WERD_RES* word_res = pr_it->InsertSimpleCloneWord(*pr_it->word(), word); + // Get a new iterator that points to the new word. + PAGE_RES_IT it(pr_it->page_res); + while (it.word() != word_res && it.word() != NULL) it.forward(); + ASSERT_HOST(it.word() == word_res); + WordData wd(it); + // Force full initialization. + SetupWordPassN(1, &wd); + classify_word_and_language(pass_n, &it, &wd); + if (debug_noise_removal) { + tprintf("word xheight=%g, row=%g, range=[%g,%g]\n", word_res->x_height, + wd.row->x_height(), wd.word->raw_choice->min_x_height(), + wd.word->raw_choice->max_x_height()); + } + float cert = wd.word->raw_choice->certainty(); + float rat = wd.word->raw_choice->rating(); + *c2 = rat > 0.0f ? cert * cert / rat : 0.0f; + *best_str = wd.word->raw_choice->unichar_string(); + it.DeleteCurrentWord(); + pr_it->ResetWordIterator(); + return cert; + } + + // Generic function for classifying a word. Can be used either for pass1 or + // pass2 according to the function passed to recognizer. + // word_data holds the word to be recognized, and its block and row, and + // pr_it points to the word as well, in case we are running LSTM and it wants + // to output multiple words. + // Recognizes in the current language, and if successful that is all. + // If recognition was not successful, tries all available languages until + // it gets a successful result or runs out of languages. Keeps the best result. + void Tesseract::classify_word_and_language(int pass_n, PAGE_RES_IT* pr_it, + WordData* word_data) { + WordRecognizer recognizer = pass_n == 1 ? &Tesseract::classify_word_pass1 + : &Tesseract::classify_word_pass2; + // Best result so far. + PointerVector best_words; + // Points to the best result. May be word or in lang_words. + WERD_RES* word = word_data->word; + clock_t start_t = clock(); + if (classify_debug_level || cube_debug_level) { + tprintf("%s word with lang %s at:", + word->done ? "Already done" : "Processing", + most_recently_used_->lang.string()); + word->word->bounding_box().print(); + } + if (word->done) { + // If done on pass1, leave it as-is. + if (!word->tess_failed) + most_recently_used_ = word->tesseract; + return; + } + int sub = sub_langs_.size(); + if (most_recently_used_ != this) { + // Get the index of the most_recently_used_. + for (sub = 0; sub < sub_langs_.size() && + most_recently_used_ != sub_langs_[sub]; ++sub) { + } + } + most_recently_used_->RetryWithLanguage( + *word_data, recognizer, &word_data->lang_words[sub], &best_words); + Tesseract* best_lang_tess = most_recently_used_; + if (!WordsAcceptable(best_words)) { + // Try all the other languages to see if they are any better. + if (most_recently_used_ != this && + this->RetryWithLanguage(*word_data, recognizer, + &word_data->lang_words[sub_langs_.size()], + &best_words) > 0) { + best_lang_tess = this; + } + for (int i = 0; !WordsAcceptable(best_words) && i < sub_langs_.size(); + ++i) { + if (most_recently_used_ != sub_langs_[i] && + sub_langs_[i]->RetryWithLanguage(*word_data, recognizer, + &word_data->lang_words[i], + &best_words) > 0) { + best_lang_tess = sub_langs_[i]; + } + } + } + most_recently_used_ = best_lang_tess; + if (!best_words.empty()) { + if (best_words.size() == 1 && !best_words[0]->combination) { + // Move the best single result to the main word. + word_data->word->ConsumeWordResults(best_words[0]); + } + else { + // Words came from LSTM, and must be moved to the PAGE_RES properly. + word_data->word = best_words.back(); + pr_it->ReplaceCurrentWord(&best_words); + } + ASSERT_HOST(word_data->word->box_word != NULL); + } + else { + tprintf("no best words!!\n"); + } + clock_t ocr_t = clock(); + if (tessedit_timing_debug) { + tprintf("%s (ocr took %.2f sec)\n", + word->best_choice->unichar_string().string(), + static_cast(ocr_t - start_t) / CLOCKS_PER_SEC); + } + } + + /** + * classify_word_pass1 + * + * Baseline normalize the word and pass it to Tess. + */ + + void Tesseract::classify_word_pass1(const WordData& word_data, + WERD_RES** in_word, + PointerVector* out_words) { + ROW* row = word_data.row; + BLOCK* block = word_data.block; + prev_word_best_choice_ = word_data.prev_word != NULL + ? word_data.prev_word->word->best_choice : NULL; +#ifndef NO_CUBE_BUILD + // If we only intend to run cube - run it and return. + if (tessedit_ocr_engine_mode == OEM_CUBE_ONLY) { + cube_word_pass1(block, row, *in_word); + return; + } +#endif + WERD_RES* word = *in_word; + match_word_pass_n(1, word, row, block); + if (!word->tess_failed && !word->word->flag(W_REP_CHAR)) { + word->tess_would_adapt = AdaptableWord(word); + bool adapt_ok = word_adaptable(word, tessedit_tess_adaption_mode); + + if (adapt_ok) { + // Send word to adaptive classifier for training. + word->BestChoiceToCorrectText(); + LearnWord(NULL, word); + // Mark misadaptions if running blamer. + if (word->blamer_bundle != NULL) { + word->blamer_bundle->SetMisAdaptionDebug(word->best_choice, + wordrec_debug_blamer); + } + } + + if (tessedit_enable_doc_dict && !word->IsAmbiguous()) + tess_add_doc_word(word->best_choice); + } + } + + // Helper to report the result of the xheight fix. + void Tesseract::ReportXhtFixResult(bool accept_new_word, float new_x_ht, + WERD_RES* word, WERD_RES* new_word) { + tprintf("New XHT Match:%s = %s ", + word->best_choice->unichar_string().string(), + word->best_choice->debug_string().string()); + word->reject_map.print(debug_fp); + tprintf(" -> %s = %s ", + new_word->best_choice->unichar_string().string(), + new_word->best_choice->debug_string().string()); + new_word->reject_map.print(debug_fp); + tprintf(" %s->%s %s %s\n", + word->guessed_x_ht ? "GUESS" : "CERT", + new_word->guessed_x_ht ? "GUESS" : "CERT", + new_x_ht > 0.1 ? "STILL DOUBT" : "OK", + accept_new_word ? "ACCEPTED" : ""); + } + + // Run the x-height fix-up, based on min/max top/bottom information in + // unicharset. + // Returns true if the word was changed. + // See the comment in fixxht.cpp for a description of the overall process. + bool Tesseract::TrainedXheightFix(WERD_RES *word, BLOCK* block, ROW *row) { + int original_misfits = CountMisfitTops(word); + if (original_misfits == 0) + return false; + float baseline_shift = 0.0f; + float new_x_ht = ComputeCompatibleXheight(word, &baseline_shift); + if (baseline_shift != 0.0f) { + // Try the shift on its own first. + if (!TestNewNormalization(original_misfits, baseline_shift, word->x_height, + word, block, row)) + return false; + original_misfits = CountMisfitTops(word); + if (original_misfits > 0) { + float new_baseline_shift; + // Now recompute the new x_height. + new_x_ht = ComputeCompatibleXheight(word, &new_baseline_shift); + if (new_x_ht >= kMinRefitXHeightFraction * word->x_height) { + // No test of return value here, as we are definitely making a change + // to the word by shifting the baseline. + TestNewNormalization(original_misfits, baseline_shift, new_x_ht, + word, block, row); + } + } + return true; + } + else if (new_x_ht >= kMinRefitXHeightFraction * word->x_height) { + return TestNewNormalization(original_misfits, 0.0f, new_x_ht, + word, block, row); + } + else { + return false; + } + } + + // Runs recognition with the test baseline shift and x-height and returns true + // if there was an improvement in recognition result. + bool Tesseract::TestNewNormalization(int original_misfits, + float baseline_shift, float new_x_ht, + WERD_RES *word, BLOCK* block, ROW *row) { + bool accept_new_x_ht = false; + WERD_RES new_x_ht_word(word->word); + if (word->blamer_bundle != NULL) { + new_x_ht_word.blamer_bundle = new BlamerBundle(); + new_x_ht_word.blamer_bundle->CopyTruth(*(word->blamer_bundle)); + } + new_x_ht_word.x_height = new_x_ht; + new_x_ht_word.baseline_shift = baseline_shift; + new_x_ht_word.caps_height = 0.0; + new_x_ht_word.SetupForRecognition( + unicharset, this, BestPix(), tessedit_ocr_engine_mode, NULL, + classify_bln_numeric_mode, textord_use_cjk_fp_model, + poly_allow_detailed_fx, row, block); + match_word_pass_n(2, &new_x_ht_word, row, block); + if (!new_x_ht_word.tess_failed) { + int new_misfits = CountMisfitTops(&new_x_ht_word); + if (debug_x_ht_level >= 1) { + tprintf("Old misfits=%d with x-height %f, new=%d with x-height %f\n", + original_misfits, word->x_height, + new_misfits, new_x_ht); + tprintf("Old rating= %f, certainty=%f, new=%f, %f\n", + word->best_choice->rating(), word->best_choice->certainty(), + new_x_ht_word.best_choice->rating(), + new_x_ht_word.best_choice->certainty()); + } + // The misfits must improve and either the rating or certainty. + accept_new_x_ht = new_misfits < original_misfits && + (new_x_ht_word.best_choice->certainty() > + word->best_choice->certainty() || + new_x_ht_word.best_choice->rating() < + word->best_choice->rating()); + if (debug_x_ht_level >= 1) { + ReportXhtFixResult(accept_new_x_ht, new_x_ht, word, &new_x_ht_word); + } + } + if (accept_new_x_ht) { + word->ConsumeWordResults(&new_x_ht_word); + return true; + } + return false; + } + + /** + * classify_word_pass2 + * + * Control what to do with the word in pass 2 + */ + + void Tesseract::classify_word_pass2(const WordData& word_data, + WERD_RES** in_word, + PointerVector* out_words) { + // Return if we do not want to run Tesseract. + if (tessedit_ocr_engine_mode != OEM_TESSERACT_ONLY && + tessedit_ocr_engine_mode != OEM_TESSERACT_CUBE_COMBINED && + word_data.word->best_choice != NULL) + return; + if (tessedit_ocr_engine_mode == OEM_CUBE_ONLY) { + return; + } + ROW* row = word_data.row; + BLOCK* block = word_data.block; + WERD_RES* word = *in_word; + prev_word_best_choice_ = word_data.prev_word != NULL + ? word_data.prev_word->word->best_choice : NULL; + + set_global_subloc_code(SUBLOC_NORM); + check_debug_pt(word, 30); + if (!word->done) { + word->caps_height = 0.0; + if (word->x_height == 0.0f) + word->x_height = row->x_height(); + match_word_pass_n(2, word, row, block); + check_debug_pt(word, 40); + } + + SubAndSuperscriptFix(word); + + if (!word->tess_failed && !word->word->flag(W_REP_CHAR)) { + if (unicharset.top_bottom_useful() && unicharset.script_has_xheight() && + block->classify_rotation().y() == 0.0f) { + // Use the tops and bottoms since they are available. + TrainedXheightFix(word, block, row); + } + + set_global_subloc_code(SUBLOC_NORM); + } +#ifndef GRAPHICS_DISABLED + if (tessedit_display_outwords) { + if (fx_win == NULL) + create_fx_win(); + clear_fx_win(); + word->rebuild_word->plot(fx_win); + TBOX wbox = word->rebuild_word->bounding_box(); + fx_win->ZoomToRectangle(wbox.left(), wbox.top(), + wbox.right(), wbox.bottom()); + ScrollView::Update(); + } +#endif + set_global_subloc_code(SUBLOC_NORM); + check_debug_pt(word, 50); + } + + + /** + * match_word_pass2 + * + * Baseline normalize the word and pass it to Tess. + */ + + void Tesseract::match_word_pass_n(int pass_n, WERD_RES *word, + ROW *row, BLOCK* block) { + if (word->tess_failed) return; + tess_segment_pass_n(pass_n, word); + + if (!word->tess_failed) { + if (!word->word->flag(W_REP_CHAR)) { + word->fix_quotes(); + if (tessedit_fix_hyphens) + word->fix_hyphens(); + /* Don't trust fix_quotes! - though I think I've fixed the bug */ + if (word->best_choice->length() != word->box_word->length()) { + tprintf("POST FIX_QUOTES FAIL String:\"%s\"; Strlen=%d;" + " #Blobs=%d\n", + word->best_choice->debug_string().string(), + word->best_choice->length(), + word->box_word->length()); + + } + word->tess_accepted = tess_acceptable_word(word); + + // Also sets word->done flag + make_reject_map(word, row, pass_n); + } + } + set_word_fonts(word); + + ASSERT_HOST(word->raw_choice != NULL); + } + + // Helper to return the best rated BLOB_CHOICE in the whole word that matches + // the given char_id, or NULL if none can be found. + static BLOB_CHOICE* FindBestMatchingChoice(UNICHAR_ID char_id, + WERD_RES* word_res) { + // Find the corresponding best BLOB_CHOICE from any position in the word_res. + BLOB_CHOICE* best_choice = NULL; + for (int i = 0; i < word_res->best_choice->length(); ++i) { + BLOB_CHOICE* choice = FindMatchingChoice(char_id, + word_res->GetBlobChoices(i)); + if (choice != NULL) { + if (best_choice == NULL || choice->rating() < best_choice->rating()) + best_choice = choice; + } + } + return best_choice; + } + + // Helper to insert blob_choice in each location in the leader word if there is + // no matching BLOB_CHOICE there already, and correct any incorrect results + // in the best_choice. + static void CorrectRepcharChoices(BLOB_CHOICE* blob_choice, + WERD_RES* word_res) { + WERD_CHOICE* word = word_res->best_choice; + for (int i = 0; i < word_res->best_choice->length(); ++i) { + BLOB_CHOICE* choice = FindMatchingChoice(blob_choice->unichar_id(), + word_res->GetBlobChoices(i)); + if (choice == NULL) { + BLOB_CHOICE_IT choice_it(word_res->GetBlobChoices(i)); + choice_it.add_before_stay_put(new BLOB_CHOICE(*blob_choice)); + } + } + // Correct any incorrect results in word. + for (int i = 0; i < word->length(); ++i) { + if (word->unichar_id(i) != blob_choice->unichar_id()) + word->set_unichar_id(blob_choice->unichar_id(), i); + } + } + + /** + * fix_rep_char() + * The word is a repeated char. (Leader.) Find the repeated char character. + * Create the appropriate single-word or multi-word sequence according to + * the size of spaces in between blobs, and correct the classifications + * where some of the characters disagree with the majority. + */ + void Tesseract::fix_rep_char(PAGE_RES_IT* page_res_it) { + WERD_RES *word_res = page_res_it->word(); + const WERD_CHOICE &word = *(word_res->best_choice); + + // Find the frequency of each unique character in the word. + SortHelper rep_ch(word.length()); + for (int i = 0; i < word.length(); ++i) { + rep_ch.Add(word.unichar_id(i), 1); + } + + // Find the most frequent result. + UNICHAR_ID maxch_id = INVALID_UNICHAR_ID; // most common char + int max_count = rep_ch.MaxCount(&maxch_id); + // Find the best exemplar of a classifier result for maxch_id. + BLOB_CHOICE* best_choice = FindBestMatchingChoice(maxch_id, word_res); + if (best_choice == NULL) { + tprintf("Failed to find a choice for %s, occurring %d times\n", + word_res->uch_set->debug_str(maxch_id).string(), max_count); + return; + } + word_res->done = TRUE; + + // Measure the mean space. + int gap_count = 0; + WERD* werd = word_res->word; + C_BLOB_IT blob_it(werd->cblob_list()); + C_BLOB* prev_blob = blob_it.data(); + for (blob_it.forward(); !blob_it.at_first(); blob_it.forward()) { + C_BLOB* blob = blob_it.data(); + int gap = blob->bounding_box().left(); + gap -= prev_blob->bounding_box().right(); + ++gap_count; + prev_blob = blob; + } + // Just correct existing classification. + CorrectRepcharChoices(best_choice, word_res); + word_res->reject_map.initialise(word.length()); + } + + ACCEPTABLE_WERD_TYPE Tesseract::acceptable_word_string( + const UNICHARSET& char_set, const char *s, const char *lengths) { + int i = 0; + int offset = 0; + int leading_punct_count; + int upper_count = 0; + int hyphen_pos = -1; + ACCEPTABLE_WERD_TYPE word_type = AC_UNACCEPTABLE; + + if (strlen(lengths) > 20) + return word_type; + + /* Single Leading punctuation char*/ + + if (s[offset] != '\0' && STRING(chs_leading_punct).contains(s[offset])) + offset += lengths[i++]; + leading_punct_count = i; + + /* Initial cap */ + while (s[offset] != '\0' && char_set.get_isupper(s + offset, lengths[i])) { + offset += lengths[i++]; + upper_count++; + } + if (upper_count > 1) { + word_type = AC_UPPER_CASE; + } + else { + /* Lower case word, possibly with an initial cap */ + while (s[offset] != '\0' && char_set.get_islower(s + offset, lengths[i])) { + offset += lengths[i++]; + } + if (i - leading_punct_count < quality_min_initial_alphas_reqd) + goto not_a_word; + /* + Allow a single hyphen in a lower case word + - don't trust upper case - I've seen several cases of "H" -> "I-I" + */ + if (lengths[i] == 1 && s[offset] == '-') { + hyphen_pos = i; + offset += lengths[i++]; + if (s[offset] != '\0') { + while ((s[offset] != '\0') && + char_set.get_islower(s + offset, lengths[i])) { + offset += lengths[i++]; + } + if (i < hyphen_pos + 3) + goto not_a_word; + } + } + else { + /* Allow "'s" in NON hyphenated lower case words */ + if (lengths[i] == 1 && (s[offset] == '\'') && + lengths[i + 1] == 1 && (s[offset + lengths[i]] == 's')) { + offset += lengths[i++]; + offset += lengths[i++]; + } + } + if (upper_count > 0) + word_type = AC_INITIAL_CAP; + else + word_type = AC_LOWER_CASE; + } + + /* Up to two different, constrained trailing punctuation chars */ + if (lengths[i] == 1 && s[offset] != '\0' && + STRING(chs_trailing_punct1).contains(s[offset])) + offset += lengths[i++]; + if (lengths[i] == 1 && s[offset] != '\0' && i > 0 && + s[offset - lengths[i - 1]] != s[offset] && + STRING(chs_trailing_punct2).contains(s[offset])) + offset += lengths[i++]; + + if (s[offset] != '\0') + word_type = AC_UNACCEPTABLE; + + not_a_word: + + if (word_type == AC_UNACCEPTABLE) { + /* Look for abbreviation string */ + i = 0; + offset = 0; + if (s[0] != '\0' && char_set.get_isupper(s, lengths[0])) { + word_type = AC_UC_ABBREV; + while (s[offset] != '\0' && + char_set.get_isupper(s + offset, lengths[i]) && + lengths[i + 1] == 1 && s[offset + lengths[i]] == '.') { + offset += lengths[i++]; + offset += lengths[i++]; + } + } + else if (s[0] != '\0' && char_set.get_islower(s, lengths[0])) { + word_type = AC_LC_ABBREV; + while (s[offset] != '\0' && + char_set.get_islower(s + offset, lengths[i]) && + lengths[i + 1] == 1 && s[offset + lengths[i]] == '.') { + offset += lengths[i++]; + offset += lengths[i++]; + } + } + if (s[offset] != '\0') + word_type = AC_UNACCEPTABLE; + } + + return word_type; + } + + BOOL8 Tesseract::check_debug_pt(WERD_RES *word, int location) { + BOOL8 show_map_detail = FALSE; + inT16 i; + + if (!test_pt) + return FALSE; + + tessedit_rejection_debug.set_value(FALSE); + debug_x_ht_level.set_value(0); + + if (word->word->bounding_box().contains(FCOORD(test_pt_x, test_pt_y))) { + if (location < 0) + return TRUE; // For breakpoint use + tessedit_rejection_debug.set_value(TRUE); + debug_x_ht_level.set_value(2); + tprintf("\n\nTESTWD::"); + switch (location) { + case 0: + tprintf("classify_word_pass1 start\n"); + word->word->print(); + break; + case 10: + tprintf("make_reject_map: initial map"); + break; + case 20: + tprintf("make_reject_map: after NN"); + break; + case 30: + tprintf("classify_word_pass2 - START"); + break; + case 40: + tprintf("classify_word_pass2 - Pre Xht"); + break; + case 50: + tprintf("classify_word_pass2 - END"); + show_map_detail = TRUE; + break; + case 60: + tprintf("fixspace"); + break; + case 70: + tprintf("MM pass START"); + break; + case 80: + tprintf("MM pass END"); + break; + case 90: + tprintf("After Poor quality rejection"); + break; + case 100: + tprintf("unrej_good_quality_words - START"); + break; + case 110: + tprintf("unrej_good_quality_words - END"); + break; + case 120: + tprintf("Write results pass"); + show_map_detail = TRUE; + break; + } + if (word->best_choice != NULL) { + tprintf(" \"%s\" ", word->best_choice->unichar_string().string()); + word->reject_map.print(debug_fp); + tprintf("\n"); + if (show_map_detail) { + tprintf("\"%s\"\n", word->best_choice->unichar_string().string()); + for (i = 0; word->best_choice->unichar_string()[i] != '\0'; i++) { + tprintf("**** \"%c\" ****\n", word->best_choice->unichar_string()[i]); + word->reject_map[i].full_print(debug_fp); + } + } + } + else { + tprintf("null best choice\n"); + } + tprintf("Tess Accepted: %s\n", word->tess_accepted ? "TRUE" : "FALSE"); + tprintf("Done flag: %s\n\n", word->done ? "TRUE" : "FALSE"); + return TRUE; + } + else { + return FALSE; + } + } + + /** + * find_modal_font + * + * Find the modal font and remove from the stats. + */ + static void find_modal_font( //good chars in word + STATS *fonts, //font stats + inT16 *font_out, //output font + inT8 *font_count //output count + ) { + inT16 font; //font index + inT32 count; //pile couat + + if (fonts->get_total() > 0) { + font = (inT16)fonts->mode(); + *font_out = font; + count = fonts->pile_count(font); + *font_count = count < MAX_INT8 ? count : MAX_INT8; + fonts->add(font, -*font_count); + } + else { + *font_out = -1; + *font_count = 0; + } + } + + /** + * set_word_fonts + * + * Get the fonts for the word. + */ + void Tesseract::set_word_fonts(WERD_RES *word) { + // Don't try to set the word fonts for a cube word, as the configs + // will be meaningless. + if (word->chopped_word == NULL) return; + ASSERT_HOST(word->best_choice != NULL); + + int fontinfo_size = get_fontinfo_table().size(); + if (fontinfo_size == 0) return; + GenericVector font_total_score; + font_total_score.init_to_size(fontinfo_size, 0); + + word->italic = 0; + word->bold = 0; + // Compute the font scores for the word + if (tessedit_debug_fonts) { + tprintf("Examining fonts in %s\n", + word->best_choice->debug_string().string()); + } + for (int b = 0; b < word->best_choice->length(); ++b) { + BLOB_CHOICE* choice = word->GetBlobChoice(b); + if (choice == NULL) continue; + const GenericVector& fonts = choice->fonts(); + for (int f = 0; f < fonts.size(); ++f) { + int fontinfo_id = fonts[f].fontinfo_id; + if (0 <= fontinfo_id && fontinfo_id < fontinfo_size) { + font_total_score[fontinfo_id] += fonts[f].score; + } + } + } + // Find the top and 2nd choice for the word. + int score1 = 0, score2 = 0; + inT16 font_id1 = -1, font_id2 = -1; + for (int f = 0; f < fontinfo_size; ++f) { + if (tessedit_debug_fonts && font_total_score[f] > 0) { + tprintf("Font %s, total score = %d\n", + fontinfo_table_.get(f).name, font_total_score[f]); + } + if (font_total_score[f] > score1) { + score2 = score1; + font_id2 = font_id1; + score1 = font_total_score[f]; + font_id1 = f; + } + else if (font_total_score[f] > score2) { + score2 = font_total_score[f]; + font_id2 = f; + } + } + word->fontinfo = font_id1 >= 0 ? &fontinfo_table_.get(font_id1) : NULL; + word->fontinfo2 = font_id2 >= 0 ? &fontinfo_table_.get(font_id2) : NULL; + // Each score has a limit of MAX_UINT16, so divide by that to get the number + // of "votes" for that font, ie number of perfect scores. + word->fontinfo_id_count = ClipToRange(score1 / MAX_UINT16, 1, MAX_INT8); + word->fontinfo_id2_count = ClipToRange(score2 / MAX_UINT16, 0, MAX_INT8); + if (score1 > 0) { + FontInfo fi = fontinfo_table_.get(font_id1); + if (tessedit_debug_fonts) { + if (word->fontinfo_id2_count > 0) { + tprintf("Word modal font=%s, score=%d, 2nd choice %s/%d\n", + fi.name, word->fontinfo_id_count, + fontinfo_table_.get(font_id2).name, + word->fontinfo_id2_count); + } + else { + tprintf("Word modal font=%s, score=%d. No 2nd choice\n", + fi.name, word->fontinfo_id_count); + } + } + word->italic = (fi.is_italic() ? 1 : -1) * word->fontinfo_id_count; + word->bold = (fi.is_bold() ? 1 : -1) * word->fontinfo_id_count; + } + } + + + /** + * font_recognition_pass + * + * Smooth the fonts for the document. + */ + + void Tesseract::font_recognition_pass(PAGE_RES* page_res) { + PAGE_RES_IT page_res_it(page_res); + WERD_RES *word; // current word + STATS doc_fonts(0, font_table_size_); // font counters + + // Gather font id statistics. + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + word = page_res_it.word(); + if (word->fontinfo != NULL) { + doc_fonts.add(word->fontinfo->universal_id, word->fontinfo_id_count); + } + if (word->fontinfo2 != NULL) { + doc_fonts.add(word->fontinfo2->universal_id, word->fontinfo_id2_count); + } + } + inT16 doc_font; // modal font + inT8 doc_font_count; // modal font + find_modal_font(&doc_fonts, &doc_font, &doc_font_count); + if (doc_font_count == 0) + return; + // Get the modal font pointer. + const FontInfo* modal_font = NULL; + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + word = page_res_it.word(); + if (word->fontinfo != NULL && word->fontinfo->universal_id == doc_font) { + modal_font = word->fontinfo; + break; + } + if (word->fontinfo2 != NULL && word->fontinfo2->universal_id == doc_font) { + modal_font = word->fontinfo2; + break; + } + } + ASSERT_HOST(modal_font != NULL); + + // Assign modal font to weak words. + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + word = page_res_it.word(); + int length = word->best_choice->length(); + + int count = word->fontinfo_id_count; + if (!(count == length || (length > 3 && count >= length * 3 / 4))) { + word->fontinfo = modal_font; + // Counts only get 1 as it came from the doc. + word->fontinfo_id_count = 1; + word->italic = modal_font->is_italic() ? 1 : -1; + word->bold = modal_font->is_bold() ? 1 : -1; + } + } + } + + // If a word has multiple alternates check if the best choice is in the + // dictionary. If not, replace it with an alternate that exists in the + // dictionary. + void Tesseract::dictionary_correction_pass(PAGE_RES *page_res) { + PAGE_RES_IT word_it(page_res); + for (WERD_RES* word = word_it.word(); word != NULL; + word = word_it.forward()) { + if (word->best_choices.singleton()) + continue; // There are no alternates. + + WERD_CHOICE* best = word->best_choice; + if (word->tesseract->getDict().valid_word(*best) != 0) + continue; // The best choice is in the dictionary. + + WERD_CHOICE_IT choice_it(&word->best_choices); + for (choice_it.mark_cycle_pt(); !choice_it.cycled_list(); + choice_it.forward()) { + WERD_CHOICE* alternate = choice_it.data(); + if (word->tesseract->getDict().valid_word(*alternate)) { + // The alternate choice is in the dictionary. + if (tessedit_bigram_debug) { + tprintf("Dictionary correction replaces best choice '%s' with '%s'\n", + best->unichar_string().string(), + alternate->unichar_string().string()); + } + // Replace the 'best' choice with a better choice. + word->ReplaceBestChoice(alternate); + break; + } + } + } + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/control.h b/3rdparty/hgOCR/include/ccmain/control.h new file mode 100644 index 00000000..f8a6599a --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/control.h @@ -0,0 +1,44 @@ +/********************************************************************** + * File: control.h (Formerly control.h) + * Description: Module-independent matcher controller. + * Author: Ray Smith + * Created: Thu Apr 23 11:09:58 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + /** + * @file control.h + * Module-independent matcher controller. + */ + +#ifndef CONTROL_H +#define CONTROL_H + +#include "params.h" +#include "ocrblock.h" +#include "ratngs.h" +#include "statistc.h" +#include "pageres.h" + +enum ACCEPTABLE_WERD_TYPE +{ + AC_UNACCEPTABLE, ///< Unacceptable word + AC_LOWER_CASE, ///< ALL lower case + AC_UPPER_CASE, ///< ALL upper case + AC_INITIAL_CAP, ///< ALL but initial lc + AC_LC_ABBREV, ///< a.b.c. + AC_UC_ABBREV ///< A.B.C. +}; + +#endif diff --git a/3rdparty/hgOCR/include/ccmain/cube_control.cpp b/3rdparty/hgOCR/include/ccmain/cube_control.cpp new file mode 100644 index 00000000..ac9e50b5 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/cube_control.cpp @@ -0,0 +1,440 @@ +/****************************************************************** + * File: cube_control.cpp + * Description: Tesseract class methods for invoking cube convolutional + * neural network word recognizer. + * Author: Raquel Romano + * Created: September 2009 + * + * (C) Copyright 2009, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + **********************************************************************/ + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "allheaders.h" + +#include "cube_object.h" +#include "cube_reco_context.h" +#include "tesseractclass.h" +#include "tesseract_cube_combiner.h" + +namespace tesseract { + + /** + * @name convert_prob_to_tess_certainty + * + * Normalize a probability in the range [0.0, 1.0] to a tesseract + * certainty in the range [-20.0, 0.0] + */ + static float convert_prob_to_tess_certainty(float prob) { + return (prob - 1.0) * 20.0; + } + + /** + * @name char_box_to_tbox + * + * Create a TBOX from a character bounding box. If nonzero, the + * x_offset accounts for any additional padding of the word box that + * should be taken into account. + * + */ + TBOX char_box_to_tbox(Box* char_box, TBOX word_box, int x_offset) { + l_int32 left; + l_int32 top; + l_int32 width; + l_int32 height; + l_int32 right; + l_int32 bottom; + + boxGetGeometry(char_box, &left, &top, &width, &height); + left += word_box.left() - x_offset; + right = left + width; + top = word_box.bottom() + word_box.height() - top; + bottom = top - height; + return TBOX(left, bottom, right, top); + } + + /** + * @name extract_cube_state + * + * Extract CharSamp objects and character bounding boxes from the + * CubeObject's state. The caller should free both structres. + * + */ + bool Tesseract::extract_cube_state(CubeObject* cube_obj, + int* num_chars, + Boxa** char_boxes, + CharSamp*** char_samples) { + if (!cube_obj) { + if (cube_debug_level > 0) { + tprintf("Cube WARNING (extract_cube_state): Invalid cube object " + "passed to extract_cube_state\n"); + } + return false; + } + + // Note that the CubeObject accessors return either the deslanted or + // regular objects search object or beam search object, whichever + // was used in the last call to Recognize() + CubeSearchObject* cube_search_obj = cube_obj->SrchObj(); + if (!cube_search_obj) { + if (cube_debug_level > 0) { + tprintf("Cube WARNING (Extract_cube_state): Could not retrieve " + "cube's search object in extract_cube_state.\n"); + } + return false; + } + BeamSearch *beam_search_obj = cube_obj->BeamObj(); + if (!beam_search_obj) { + if (cube_debug_level > 0) { + tprintf("Cube WARNING (Extract_cube_state): Could not retrieve " + "cube's beam search object in extract_cube_state.\n"); + } + return false; + } + + // Get the character samples and bounding boxes by backtracking + // through the beam search path + int best_node_index = beam_search_obj->BestPresortedNodeIndex(); + *char_samples = beam_search_obj->BackTrack( + cube_search_obj, best_node_index, num_chars, NULL, char_boxes); + if (!*char_samples) + return false; + return true; + } + + /** + * @name create_cube_box_word + * + * Fill the given BoxWord with boxes from character bounding + * boxes. The char_boxes have local coordinates w.r.t. the + * word bounding box, i.e., the left-most character bbox of each word + * has (0,0) left-top coord, but the BoxWord must be defined in page + * coordinates. + */ + bool Tesseract::create_cube_box_word(Boxa *char_boxes, + int num_chars, + TBOX word_box, + BoxWord* box_word) { + if (!box_word) { + if (cube_debug_level > 0) { + tprintf("Cube WARNING (create_cube_box_word): Invalid box_word.\n"); + } + return false; + } + + // Find the x-coordinate of left-most char_box, which could be + // nonzero if the word image was padded before recognition took place. + int x_offset = -1; + for (int i = 0; i < num_chars; ++i) { + Box* char_box = boxaGetBox(char_boxes, i, L_CLONE); + if (x_offset < 0 || char_box->x < x_offset) { + x_offset = char_box->x; + } + boxDestroy(&char_box); + } + + for (int i = 0; i < num_chars; ++i) { + Box* char_box = boxaGetBox(char_boxes, i, L_CLONE); + TBOX tbox = char_box_to_tbox(char_box, word_box, x_offset); + boxDestroy(&char_box); + box_word->InsertBox(i, tbox); + } + return true; + } + + /** + * @name init_cube_objects + * + * Instantiates Tesseract object's CubeRecoContext and TesseractCubeCombiner. + * Returns false if cube context could not be created or if load_combiner is + * true, but the combiner could not be loaded. + */ + bool Tesseract::init_cube_objects(bool load_combiner, + TessdataManager *tessdata_manager) { + ASSERT_HOST(cube_cntxt_ == NULL); + ASSERT_HOST(tess_cube_combiner_ == NULL); + + // Create the cube context object + cube_cntxt_ = CubeRecoContext::Create(this, tessdata_manager, &unicharset); + if (cube_cntxt_ == NULL) { + if (cube_debug_level > 0) { + tprintf("Cube WARNING (Tesseract::init_cube_objects()): Failed to " + "instantiate CubeRecoContext\n"); + } + return false; + } + + // Create the combiner object and load the combiner net for target languages. + if (load_combiner) { + tess_cube_combiner_ = new tesseract::TesseractCubeCombiner(cube_cntxt_); + if (!tess_cube_combiner_->LoadCombinerNet()) { + delete cube_cntxt_; + cube_cntxt_ = NULL; + delete tess_cube_combiner_; + tess_cube_combiner_ = NULL; + if (cube_debug_level > 0) + tprintf("Cube ERROR (Failed to instantiate TesseractCubeCombiner\n"); + return false; + } + } + return true; + } + + /** + * @name run_cube_combiner + * + * Iterates through tesseract's results and calls cube on each word, + * combining the results with the existing tesseract result. + */ + void Tesseract::run_cube_combiner(PAGE_RES *page_res) { + if (page_res == NULL || tess_cube_combiner_ == NULL) + return; + PAGE_RES_IT page_res_it(page_res); + // Iterate through the word results and call cube on each word. + for (page_res_it.restart_page(); page_res_it.word() != NULL; + page_res_it.forward()) { + BLOCK* block = page_res_it.block()->block; + if (block->poly_block() != NULL && !block->poly_block()->IsText()) + continue; // Don't deal with non-text blocks. + WERD_RES* word = page_res_it.word(); + // Skip cube entirely if tesseract's certainty is greater than threshold. + int combiner_run_thresh = convert_prob_to_tess_certainty( + cube_cntxt_->Params()->CombinerRunThresh()); + if (word->best_choice->certainty() >= combiner_run_thresh) { + continue; + } + // Use the same language as Tesseract used for the word. + Tesseract* lang_tess = word->tesseract; + + // Setup a trial WERD_RES in which to classify with cube. + WERD_RES cube_word; + cube_word.InitForRetryRecognition(*word); + cube_word.SetupForRecognition(lang_tess->unicharset, this, BestPix(), + OEM_CUBE_ONLY, + NULL, false, false, false, + page_res_it.row()->row, + page_res_it.block()->block); + CubeObject *cube_obj = lang_tess->cube_recognize_word( + page_res_it.block()->block, &cube_word); + if (cube_obj != NULL) + lang_tess->cube_combine_word(cube_obj, &cube_word, word); + delete cube_obj; + } + } + + /** + * @name cube_word_pass1 + * + * Recognizes a single word using (only) cube. Compatible with + * Tesseract's classify_word_pass1/classify_word_pass2. + */ + void Tesseract::cube_word_pass1(BLOCK* block, ROW *row, WERD_RES *word) { + CubeObject *cube_obj = cube_recognize_word(block, word); + delete cube_obj; + } + + /** + * @name cube_recognize_word + * + * Cube recognizer to recognize a single word as with classify_word_pass1 + * but also returns the cube object in case the combiner is needed. + */ + CubeObject* Tesseract::cube_recognize_word(BLOCK* block, WERD_RES* word) { + if (!cube_binary_ || !cube_cntxt_) { + if (cube_debug_level > 0 && !cube_binary_) + tprintf("Tesseract::run_cube(): NULL binary image.\n"); + word->SetupFake(unicharset); + return NULL; + } + TBOX word_box = word->word->bounding_box(); + if (block != NULL && (block->re_rotation().x() != 1.0f || + block->re_rotation().y() != 0.0f)) { + // TODO(rays) We have to rotate the bounding box to get the true coords. + // This will be achieved in the future via DENORM. + // In the mean time, cube can't process this word. + if (cube_debug_level > 0) { + tprintf("Cube can't process rotated word at:"); + word_box.print(); + } + word->SetupFake(unicharset); + return NULL; + } + CubeObject* cube_obj = new tesseract::CubeObject( + cube_cntxt_, cube_binary_, word_box.left(), + pixGetHeight(cube_binary_) - word_box.top(), + word_box.width(), word_box.height()); + if (!cube_recognize(cube_obj, block, word)) { + delete cube_obj; + return NULL; + } + return cube_obj; + } + + /** + * @name cube_combine_word + * + * Combines the cube and tesseract results for a single word, leaving the + * result in tess_word. + */ + void Tesseract::cube_combine_word(CubeObject* cube_obj, WERD_RES* cube_word, + WERD_RES* tess_word) { + float combiner_prob = tess_cube_combiner_->CombineResults(tess_word, + cube_obj); + // If combiner probability is greater than tess/cube combiner + // classifier threshold, i.e. tesseract wins, then just return the + // tesseract result unchanged, as the combiner knows nothing about how + // correct the answer is. If cube and tesseract agree, then improve the + // scores before returning. + WERD_CHOICE* tess_best = tess_word->best_choice; + WERD_CHOICE* cube_best = cube_word->best_choice; + if (cube_debug_level || classify_debug_level) { + tprintf("Combiner prob = %g vs threshold %g\n", + combiner_prob, cube_cntxt_->Params()->CombinerClassifierThresh()); + } + if (combiner_prob >= + cube_cntxt_->Params()->CombinerClassifierThresh()) { + if (tess_best->unichar_string() == cube_best->unichar_string()) { + // Cube and tess agree, so improve the scores. + tess_best->set_rating(tess_best->rating() / 2); + tess_best->set_certainty(tess_best->certainty() / 2); + } + return; + } + // Cube wins. + // It is better for the language combiner to have all tesseract scores, + // so put them in the cube result. + cube_best->set_rating(tess_best->rating()); + cube_best->set_certainty(tess_best->certainty()); + if (cube_debug_level || classify_debug_level) { + tprintf("Cube INFO: tesseract result replaced by cube: %s -> %s\n", + tess_best->unichar_string().string(), + cube_best->unichar_string().string()); + } + tess_word->ConsumeWordResults(cube_word); + } + + /** + * @name cube_recognize + * + * Call cube on the current word, and write the result to word. + * Sets up a fake result and returns false if something goes wrong. + */ + bool Tesseract::cube_recognize(CubeObject *cube_obj, BLOCK* block, + WERD_RES *word) { + // Run cube + WordAltList *cube_alt_list = cube_obj->RecognizeWord(); + if (!cube_alt_list || cube_alt_list->AltCount() <= 0) { + if (cube_debug_level > 0) { + tprintf("Cube returned nothing for word at:"); + word->word->bounding_box().print(); + } + word->SetupFake(unicharset); + return false; + } + + // Get cube's best result and its probability, mapped to tesseract's + // certainty range + char_32 *cube_best_32 = cube_alt_list->Alt(0); + double cube_prob = CubeUtils::Cost2Prob(cube_alt_list->AltCost(0)); + float cube_certainty = convert_prob_to_tess_certainty(cube_prob); + string cube_best_str; + CubeUtils::UTF32ToUTF8(cube_best_32, &cube_best_str); + + // Retrieve Cube's character bounding boxes and CharSamples, + // corresponding to the most recent call to RecognizeWord(). + Boxa *char_boxes = NULL; + CharSamp **char_samples = NULL;; + int num_chars; + if (!extract_cube_state(cube_obj, &num_chars, &char_boxes, &char_samples) + && cube_debug_level > 0) { + tprintf("Cube WARNING (Tesseract::cube_recognize): Cannot extract " + "cube state.\n"); + word->SetupFake(unicharset); + return false; + } + + // Convert cube's character bounding boxes to a BoxWord. + BoxWord cube_box_word; + TBOX tess_word_box = word->word->bounding_box(); + if (word->denorm.block() != NULL) + tess_word_box.rotate(word->denorm.block()->re_rotation()); + bool box_word_success = create_cube_box_word(char_boxes, num_chars, + tess_word_box, + &cube_box_word); + boxaDestroy(&char_boxes); + if (!box_word_success) { + if (cube_debug_level > 0) { + tprintf("Cube WARNING (Tesseract::cube_recognize): Could not " + "create cube BoxWord\n"); + } + word->SetupFake(unicharset); + return false; + } + + // Fill tesseract result's fields with cube results + fill_werd_res(cube_box_word, cube_best_str.c_str(), word); + + // Create cube's best choice. + BLOB_CHOICE** choices = new BLOB_CHOICE*[num_chars]; + for (int i = 0; i < num_chars; ++i) { + UNICHAR_ID uch_id = + cube_cntxt_->CharacterSet()->UnicharID(char_samples[i]->StrLabel()); + choices[i] = new BLOB_CHOICE(uch_id, -cube_certainty, cube_certainty, + -1, 0.0f, 0.0f, 0.0f, BCC_STATIC_CLASSIFIER); + } + word->FakeClassifyWord(num_chars, choices); + // within a word, cube recognizes the word in reading order. + word->best_choice->set_unichars_in_script_order(true); + delete[] choices; + delete[] char_samples; + + // Some sanity checks + ASSERT_HOST(word->best_choice->length() == word->reject_map.length()); + + if (cube_debug_level || classify_debug_level) { + tprintf("Cube result: %s r=%g, c=%g\n", + word->best_choice->unichar_string().string(), + word->best_choice->rating(), + word->best_choice->certainty()); + } + return true; + } + + /** + * @name fill_werd_res + * + * Fill Tesseract's word result fields with cube's. + * + */ + void Tesseract::fill_werd_res(const BoxWord& cube_box_word, + const char* cube_best_str, + WERD_RES* tess_werd_res) { + delete tess_werd_res->box_word; + tess_werd_res->box_word = new BoxWord(cube_box_word); + tess_werd_res->box_word->ClipToOriginalWord(tess_werd_res->denorm.block(), + tess_werd_res->word); + // Fill text and remaining fields + tess_werd_res->word->set_text(cube_best_str); + tess_werd_res->tess_failed = FALSE; + tess_werd_res->tess_accepted = tess_acceptable_word(tess_werd_res); + // There is no output word, so we can' call AdaptableWord, but then I don't + // think we need to. Fudge the result with accepted. + tess_werd_res->tess_would_adapt = tess_werd_res->tess_accepted; + + // Set word to done, i.e., ignore all of tesseract's tests for rejection + tess_werd_res->done = tess_werd_res->tess_accepted; + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/cube_reco_context.cpp b/3rdparty/hgOCR/include/ccmain/cube_reco_context.cpp new file mode 100644 index 00000000..c9ce4896 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/cube_reco_context.cpp @@ -0,0 +1,184 @@ +/********************************************************************** + * File: cube_reco_context.cpp + * Description: Implementation of the Cube Recognition Context Class + * Author: Ahmad Abdulkader + * Created: 2007 + * + * (C) Copyright 2008, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include + +#include "cube_reco_context.h" + +#include "classifier_factory.h" +#include "cube_tuning_params.h" +#include "dict.h" +#include "feature_bmp.h" +#include "tessdatamanager.h" +#include "tesseractclass.h" +#include "tess_lang_model.h" + +namespace tesseract { + + /** + * Instantiate a CubeRecoContext object using a Tesseract object. + * CubeRecoContext will not take ownership of tess_obj, but will + * record the pointer to it and will make use of various Tesseract + * components (language model, flags, etc). Thus the caller should + * keep tess_obj alive so long as the instantiated CubeRecoContext is used. + */ + CubeRecoContext::CubeRecoContext(Tesseract *tess_obj) { + tess_obj_ = tess_obj; + lang_ = ""; + loaded_ = false; + lang_mod_ = NULL; + params_ = NULL; + char_classifier_ = NULL; + char_set_ = NULL; + word_size_model_ = NULL; + char_bigrams_ = NULL; + word_unigrams_ = NULL; + noisy_input_ = false; + size_normalization_ = false; + } + + CubeRecoContext::~CubeRecoContext() { + delete char_classifier_; + char_classifier_ = NULL; + + delete word_size_model_; + word_size_model_ = NULL; + + delete char_set_; + char_set_ = NULL; + + delete char_bigrams_; + char_bigrams_ = NULL; + + delete word_unigrams_; + word_unigrams_ = NULL; + + delete lang_mod_; + lang_mod_ = NULL; + + delete params_; + params_ = NULL; + } + + /** + * Returns the path of the data files by looking up the TESSDATA_PREFIX + * environment variable and appending a "tessdata" directory to it + */ + bool CubeRecoContext::GetDataFilePath(string *path) const { + *path = tess_obj_->datadir.string(); + return true; + } + + /** + * The object initialization function that loads all the necessary + * components of a RecoContext. TessdataManager is used to load the + * data from [lang].traineddata file. If TESSDATA_CUBE_UNICHARSET + * component is present, Cube will be instantiated with the unicharset + * specified in this component and the corresponding dictionary + * (TESSDATA_CUBE_SYSTEM_DAWG), and will map Cube's unicharset to + * Tesseract's. Otherwise, TessdataManager will assume that Cube will + * be using Tesseract's unicharset and dawgs, and will load the + * unicharset from the TESSDATA_UNICHARSET component and will load the + * dawgs from TESSDATA_*_DAWG components. + */ + bool CubeRecoContext::Load(TessdataManager *tessdata_manager, + UNICHARSET *tess_unicharset) { + ASSERT_HOST(tess_obj_ != NULL); + tess_unicharset_ = tess_unicharset; + string data_file_path; + + // Get the data file path. + if (GetDataFilePath(&data_file_path) == false) { + fprintf(stderr, "Unable to get data file path\n"); + return false; + } + + // Get the language from the Tesseract object. + lang_ = tess_obj_->lang.string(); + + // Create the char set. + if ((char_set_ = + CharSet::Create(tessdata_manager, tess_unicharset)) == NULL) { + fprintf(stderr, "Cube ERROR (CubeRecoContext::Load): unable to load " + "CharSet\n"); + return false; + } + // Create the language model. + string lm_file_name = data_file_path + lang_ + ".cube.lm"; + string lm_params; + if (!CubeUtils::ReadFileToString(lm_file_name, &lm_params)) { + fprintf(stderr, "Cube ERROR (CubeRecoContext::Load): unable to read cube " + "language model params from %s\n", lm_file_name.c_str()); + return false; + } + lang_mod_ = new TessLangModel(lm_params, data_file_path, + tess_obj_->getDict().load_system_dawg, + tessdata_manager, this); + + // Create the optional char bigrams object. + char_bigrams_ = CharBigrams::Create(data_file_path, lang_); + + // Create the optional word unigrams object. + word_unigrams_ = WordUnigrams::Create(data_file_path, lang_); + + // Create the optional size model. + word_size_model_ = WordSizeModel::Create(data_file_path, lang_, + char_set_, Contextual()); + + // Load tuning params. + params_ = CubeTuningParams::Create(data_file_path, lang_); + if (params_ == NULL) { + fprintf(stderr, "Cube ERROR (CubeRecoContext::Load): unable to read " + "CubeTuningParams from %s\n", data_file_path.c_str()); + return false; + } + + // Create the char classifier. + char_classifier_ = CharClassifierFactory::Create(data_file_path, lang_, + lang_mod_, char_set_, + params_); + if (char_classifier_ == NULL) { + fprintf(stderr, "Cube ERROR (CubeRecoContext::Load): unable to load " + "CharClassifierFactory object from %s\n", data_file_path.c_str()); + return false; + } + + loaded_ = true; + + return true; + } + + /** Creates a CubeRecoContext object using a tesseract object */ + CubeRecoContext * CubeRecoContext::Create(Tesseract *tess_obj, + TessdataManager *tessdata_manager, + UNICHARSET *tess_unicharset) { + // create the object + CubeRecoContext *cntxt = new CubeRecoContext(tess_obj); + // load the necessary components + if (cntxt->Load(tessdata_manager, tess_unicharset) == false) { + fprintf(stderr, "Cube ERROR (CubeRecoContext::Create): unable to init " + "CubeRecoContext object\n"); + delete cntxt; + return NULL; + } + // success + return cntxt; + } +} // tesseract} diff --git a/3rdparty/hgOCR/include/ccmain/cube_reco_context.h b/3rdparty/hgOCR/include/ccmain/cube_reco_context.h new file mode 100644 index 00000000..120585a8 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/cube_reco_context.h @@ -0,0 +1,157 @@ +/********************************************************************** + * File: cube_reco_context.h + * Description: Declaration of the Cube Recognition Context Class + * Author: Ahmad Abdulkader + * Created: 2007 + * + * (C) Copyright 2008, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + // The CubeRecoContext class abstracts the Cube OCR Engine. Typically a process + // (or a thread) would create one CubeRecoContext object per language. + // The CubeRecoContext object also provides methods to get and set the + // different attribues of the Cube OCR Engine. + +#ifndef CUBE_RECO_CONTEXT_H +#define CUBE_RECO_CONTEXT_H + +#include +#include "neural_net.h" +#include "lang_model.h" +#include "classifier_base.h" +#include "feature_base.h" +#include "char_set.h" +#include "word_size_model.h" +#include "char_bigrams.h" +#include "word_unigrams.h" + +namespace tesseract { + + class Tesseract; + class TessdataManager; + + class CubeRecoContext { + public: + // Reading order enum type + enum ReadOrder { + L2R, + R2L + }; + + // Instantiate using a Tesseract object + CubeRecoContext(Tesseract *tess_obj); + + ~CubeRecoContext(); + + // accessor functions + inline const string & Lang() const { return lang_; } + inline CharSet *CharacterSet() const { return char_set_; } + const UNICHARSET *TessUnicharset() const { return tess_unicharset_; } + inline CharClassifier *Classifier() const { return char_classifier_; } + inline WordSizeModel *SizeModel() const { return word_size_model_; } + inline CharBigrams *Bigrams() const { return char_bigrams_; } + inline WordUnigrams *WordUnigramsObj() const { return word_unigrams_; } + inline TuningParams *Params() const { return params_; } + inline LangModel *LangMod() const { return lang_mod_; } + + // the reading order of the language + inline ReadOrder ReadingOrder() const { + return ((lang_ == "ara") ? R2L : L2R); + } + + // does the language support case + inline bool HasCase() const { + return (lang_ != "ara" && lang_ != "hin"); + } + + inline bool Cursive() const { + return (lang_ == "ara"); + } + + inline bool HasItalics() const { + return (lang_ != "ara" && lang_ != "hin"); + } + + inline bool Contextual() const { + return (lang_ == "ara"); + } + + // RecoContext runtime flags accessor functions + inline bool SizeNormalization() const { return size_normalization_; } + inline bool NoisyInput() const { return noisy_input_; } + inline bool OOD() const { return lang_mod_->OOD(); } + inline bool Numeric() const { return lang_mod_->Numeric(); } + inline bool WordList() const { return lang_mod_->WordList(); } + inline bool Punc() const { return lang_mod_->Punc(); } + inline bool CaseSensitive() const { + return char_classifier_->CaseSensitive(); + } + + inline void SetSizeNormalization(bool size_normalization) { + size_normalization_ = size_normalization; + } + inline void SetNoisyInput(bool noisy_input) { + noisy_input_ = noisy_input; + } + inline void SetOOD(bool ood_enabled) { + lang_mod_->SetOOD(ood_enabled); + } + inline void SetNumeric(bool numeric_enabled) { + lang_mod_->SetNumeric(numeric_enabled); + } + inline void SetWordList(bool word_list_enabled) { + lang_mod_->SetWordList(word_list_enabled); + } + inline void SetPunc(bool punc_enabled) { + lang_mod_->SetPunc(punc_enabled); + } + inline void SetCaseSensitive(bool case_sensitive) { + char_classifier_->SetCaseSensitive(case_sensitive); + } + inline tesseract::Tesseract *TesseractObject() const { + return tess_obj_; + } + + // Returns the path of the data files + bool GetDataFilePath(string *path) const; + // Creates a CubeRecoContext object using a tesseract object. Data + // files are loaded via the tessdata_manager, and the tesseract + // unicharset is provided in order to map Cube's unicharset to + // Tesseract's in the case where the two unicharsets differ. + static CubeRecoContext *Create(Tesseract *tess_obj, + TessdataManager *tessdata_manager, + UNICHARSET *tess_unicharset); + + private: + bool loaded_; + string lang_; + CharSet *char_set_; + UNICHARSET *tess_unicharset_; + WordSizeModel *word_size_model_; + CharClassifier *char_classifier_; + CharBigrams *char_bigrams_; + WordUnigrams *word_unigrams_; + TuningParams *params_; + LangModel *lang_mod_; + Tesseract *tess_obj_; // CubeRecoContext does not own this pointer + bool size_normalization_; + bool noisy_input_; + + // Loads and initialized all the necessary components of a + // CubeRecoContext. See .cpp for more details. + bool Load(TessdataManager *tessdata_manager, + UNICHARSET *tess_unicharset); + }; +} + +#endif // CUBE_RECO_CONTEXT_H diff --git a/3rdparty/hgOCR/include/ccmain/cubeclassifier.cpp b/3rdparty/hgOCR/include/ccmain/cubeclassifier.cpp new file mode 100644 index 00000000..9bf28778 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/cubeclassifier.cpp @@ -0,0 +1,134 @@ +// Copyright 2011 Google Inc. All Rights Reserved. +// Author: rays@google.com (Ray Smith) +/////////////////////////////////////////////////////////////////////// +// File: cubeclassifier.cpp +// Description: Cube implementation of a ShapeClassifier. +// Author: Ray Smith +// Created: Wed Nov 23 10:39:45 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "cubeclassifier.h" + +#include "char_altlist.h" +#include "char_set.h" +#include "cube_object.h" +#include "cube_reco_context.h" +#include "tessclassifier.h" +#include "tesseractclass.h" +#include "trainingsample.h" +#include "unicharset.h" + +namespace tesseract { + + CubeClassifier::CubeClassifier(tesseract::Tesseract* tesseract) + : cube_cntxt_(tesseract->GetCubeRecoContext()), + shape_table_(*tesseract->shape_table()) { + } + CubeClassifier::~CubeClassifier() { + } + + /// Classifies the given [training] sample, writing to results. + /// See ShapeClassifier for a full description. + int CubeClassifier::UnicharClassifySample( + const TrainingSample& sample, Pix* page_pix, int debug, + UNICHAR_ID keep_this, GenericVector* results) { + results->clear(); + if (page_pix == NULL) return 0; + + ASSERT_HOST(cube_cntxt_ != NULL); + const TBOX& char_box = sample.bounding_box(); + CubeObject* cube_obj = new tesseract::CubeObject( + cube_cntxt_, page_pix, char_box.left(), + pixGetHeight(page_pix) - char_box.top(), + char_box.width(), char_box.height()); + CharAltList* alt_list = cube_obj->RecognizeChar(); + if (alt_list != NULL) { + alt_list->Sort(); + CharSet* char_set = cube_cntxt_->CharacterSet(); + for (int i = 0; i < alt_list->AltCount(); ++i) { + // Convert cube representation to a shape_id. + int alt_id = alt_list->Alt(i); + int unichar_id = char_set->UnicharID(char_set->ClassString(alt_id)); + if (unichar_id >= 0) + results->push_back(UnicharRating(unichar_id, alt_list->AltProb(i))); + } + delete alt_list; + } + delete cube_obj; + return results->size(); + } + + /** Provides access to the ShapeTable that this classifier works with. */ + const ShapeTable* CubeClassifier::GetShapeTable() const { + return &shape_table_; + } + + CubeTessClassifier::CubeTessClassifier(tesseract::Tesseract* tesseract) + : cube_cntxt_(tesseract->GetCubeRecoContext()), + shape_table_(*tesseract->shape_table()), + pruner_(new TessClassifier(true, tesseract)) { + } + CubeTessClassifier::~CubeTessClassifier() { + delete pruner_; + } + + /// Classifies the given [training] sample, writing to results. + /// See ShapeClassifier for a full description. + int CubeTessClassifier::UnicharClassifySample( + const TrainingSample& sample, Pix* page_pix, int debug, + UNICHAR_ID keep_this, GenericVector* results) { + int num_results = pruner_->UnicharClassifySample(sample, page_pix, debug, + keep_this, results); + if (page_pix == NULL) return num_results; + + ASSERT_HOST(cube_cntxt_ != NULL); + const TBOX& char_box = sample.bounding_box(); + CubeObject* cube_obj = new tesseract::CubeObject( + cube_cntxt_, page_pix, char_box.left(), + pixGetHeight(page_pix) - char_box.top(), + char_box.width(), char_box.height()); + CharAltList* alt_list = cube_obj->RecognizeChar(); + CharSet* char_set = cube_cntxt_->CharacterSet(); + if (alt_list != NULL) { + for (int r = 0; r < num_results; ++r) { + // Get the best cube probability of the unichar in the result. + double best_prob = 0.0; + for (int i = 0; i < alt_list->AltCount(); ++i) { + int alt_id = alt_list->Alt(i); + int unichar_id = char_set->UnicharID(char_set->ClassString(alt_id)); + if (unichar_id == (*results)[r].unichar_id && + alt_list->AltProb(i) > best_prob) { + best_prob = alt_list->AltProb(i); + } + } + (*results)[r].rating = best_prob; + } + delete alt_list; + // Re-sort by rating. + results->sort(&UnicharRating::SortDescendingRating); + } + delete cube_obj; + return results->size(); + } + + /** Provides access to the ShapeTable that this classifier works with. */ + const ShapeTable* CubeTessClassifier::GetShapeTable() const { + return &shape_table_; + } + +} // namespace tesseract + + + diff --git a/3rdparty/hgOCR/include/ccmain/cubeclassifier.h b/3rdparty/hgOCR/include/ccmain/cubeclassifier.h new file mode 100644 index 00000000..81667acd --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/cubeclassifier.h @@ -0,0 +1,81 @@ +// Copyright 2011 Google Inc. All Rights Reserved. +// Author: rays@google.com (Ray Smith) +/////////////////////////////////////////////////////////////////////// +// File: cubeclassifier.h +// Description: Cube implementation of a ShapeClassifier. +// Author: Ray Smith +// Created: Wed Nov 23 10:36:32 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef THIRD_PARTY_TESSERACT_CCMAIN_CUBECLASSIFIER_H_ +#define THIRD_PARTY_TESSERACT_CCMAIN_CUBECLASSIFIER_H_ + +#include "shapeclassifier.h" +#include "platform.h" + +namespace tesseract { + + class Classify; + class CubeRecoContext; + class ShapeTable; + class TessClassifier; + class Tesseract; + class TrainingSample; + struct UnicharRating; + + // Cube implementation of a ShapeClassifier. + class TESS_API CubeClassifier : public ShapeClassifier { + public: + explicit CubeClassifier(Tesseract* tesseract); + virtual ~CubeClassifier(); + + // Classifies the given [training] sample, writing to results. + // See ShapeClassifier for a full description. + virtual int UnicharClassifySample(const TrainingSample& sample, Pix* page_pix, + int debug, UNICHAR_ID keep_this, + GenericVector* results); + // Provides access to the ShapeTable that this classifier works with. + virtual const ShapeTable* GetShapeTable() const; + + private: + // Cube objects. + CubeRecoContext* cube_cntxt_; + const ShapeTable& shape_table_; + }; + + // Combination of Tesseract class pruner with scoring by cube. + class TESS_API CubeTessClassifier : public ShapeClassifier { + public: + explicit CubeTessClassifier(Tesseract* tesseract); + virtual ~CubeTessClassifier(); + + // Classifies the given [training] sample, writing to results. + // See ShapeClassifier for a full description. + virtual int UnicharClassifySample(const TrainingSample& sample, Pix* page_pix, + int debug, UNICHAR_ID keep_this, + GenericVector* results); + // Provides access to the ShapeTable that this classifier works with. + virtual const ShapeTable* GetShapeTable() const; + + private: + // Cube objects. + CubeRecoContext* cube_cntxt_; + const ShapeTable& shape_table_; + TessClassifier* pruner_; + }; + +} // namespace tesseract + +#endif /* THIRD_PARTY_TESSERACT_CCMAIN_CUBECLASSIFIER_H_ */ diff --git a/3rdparty/hgOCR/include/ccmain/docqual.cpp b/3rdparty/hgOCR/include/ccmain/docqual.cpp new file mode 100644 index 00000000..e6244b9e --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/docqual.cpp @@ -0,0 +1,1013 @@ +/****************************************************************** + * File: docqual.cpp (Formerly docqual.c) + * Description: Document Quality Metrics + * Author: Phil Cheatle + * Created: Mon May 9 11:27:28 BST 1994 + * + * (C) Copyright 1994, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#endif + +#include +#include "docqual.h" +#include "reject.h" +#include "tesscallback.h" +#include "tessvars.h" +#include "globals.h" +#include "tesseractclass.h" + +namespace tesseract { + + // A little class to provide the callbacks as we have no pre-bound args. + struct DocQualCallbacks { + explicit DocQualCallbacks(WERD_RES* word0) + : word(word0), match_count(0), accepted_match_count(0) {} + + void CountMatchingBlobs(int index) { + ++match_count; + } + + void CountAcceptedBlobs(int index) { + if (word->reject_map[index].accepted()) + ++accepted_match_count; + ++match_count; + } + + void AcceptIfGoodQuality(int index) { + if (word->reject_map[index].accept_if_good_quality()) + word->reject_map[index].setrej_quality_accept(); + } + + WERD_RES* word; + inT16 match_count; + inT16 accepted_match_count; + }; + + /************************************************************************* + * word_blob_quality() + * How many blobs in the box_word are identical to those of the inword? + * ASSUME blobs in both initial word and box_word are in ascending order of + * left hand blob edge. + *************************************************************************/ + inT16 Tesseract::word_blob_quality(WERD_RES *word, ROW *row) { + if (word->bln_boxes == NULL || + word->rebuild_word == NULL || word->rebuild_word->blobs.empty()) + return 0; + + DocQualCallbacks cb(word); + word->bln_boxes->ProcessMatchedBlobs( + *word->rebuild_word, + NewPermanentTessCallback(&cb, &DocQualCallbacks::CountMatchingBlobs)); + return cb.match_count; + } + + inT16 Tesseract::word_outline_errs(WERD_RES *word) { + inT16 i = 0; + inT16 err_count = 0; + + if (word->rebuild_word != NULL) { + for (int b = 0; b < word->rebuild_word->NumBlobs(); ++b) { + TBLOB* blob = word->rebuild_word->blobs[b]; + err_count += count_outline_errs(word->best_choice->unichar_string()[i], + blob->NumOutlines()); + i++; + } + } + return err_count; + } + + /************************************************************************* + * word_char_quality() + * Combination of blob quality and outline quality - how many good chars are + * there? - I.e chars which pass the blob AND outline tests. + *************************************************************************/ + void Tesseract::word_char_quality(WERD_RES *word, + ROW *row, + inT16 *match_count, + inT16 *accepted_match_count) { + if (word->bln_boxes == NULL || word->rebuild_word == NULL || + word->rebuild_word->blobs.empty()) { + *match_count = 0; + *accepted_match_count = 0; + return; + } + + DocQualCallbacks cb(word); + word->bln_boxes->ProcessMatchedBlobs( + *word->rebuild_word, + NewPermanentTessCallback(&cb, &DocQualCallbacks::CountAcceptedBlobs)); + *match_count = cb.match_count; + *accepted_match_count = cb.accepted_match_count; + } + + /************************************************************************* + * unrej_good_chs() + * Unreject POTENTIAL rejects if the blob passes the blob and outline checks + *************************************************************************/ + void Tesseract::unrej_good_chs(WERD_RES *word, ROW *row) { + if (word->bln_boxes == NULL || + word->rebuild_word == NULL || word->rebuild_word->blobs.empty()) + return; + + DocQualCallbacks cb(word); + word->bln_boxes->ProcessMatchedBlobs( + *word->rebuild_word, + NewPermanentTessCallback(&cb, &DocQualCallbacks::AcceptIfGoodQuality)); + } + + inT16 Tesseract::count_outline_errs(char c, inT16 outline_count) { + int expected_outline_count; + + if (STRING(outlines_odd).contains(c)) + return 0; // Don't use this char + else if (STRING(outlines_2).contains(c)) + expected_outline_count = 2; + else + expected_outline_count = 1; + return abs(outline_count - expected_outline_count); + } + + void Tesseract::quality_based_rejection(PAGE_RES_IT &page_res_it, + BOOL8 good_quality_doc) { + if ((tessedit_good_quality_unrej && good_quality_doc)) + unrej_good_quality_words(page_res_it); + doc_and_block_rejection(page_res_it, good_quality_doc); + if (unlv_tilde_crunching) { + tilde_crunch(page_res_it); + tilde_delete(page_res_it); + } + } + + /************************************************************************* + * unrej_good_quality_words() + * Accept potential rejects in words which pass the following checks: + * - Contains a potential reject + * - Word looks like a sensible alpha word. + * - Word segmentation is the same as the original image + * - All characters have the expected number of outlines + * NOTE - the rejection counts are recalculated after unrejection + * - CAN'T do it in a single pass without a bit of fiddling + * - keep it simple but inefficient + *************************************************************************/ + void Tesseract::unrej_good_quality_words( //unreject potential + PAGE_RES_IT &page_res_it) { + WERD_RES *word; + ROW_RES *current_row; + BLOCK_RES *current_block; + int i; + + page_res_it.restart_page(); + while (page_res_it.word() != NULL) { + check_debug_pt(page_res_it.word(), 100); + if (bland_unrej) { + word = page_res_it.word(); + for (i = 0; i < word->reject_map.length(); i++) { + if (word->reject_map[i].accept_if_good_quality()) + word->reject_map[i].setrej_quality_accept(); + } + page_res_it.forward(); + } + else if ((page_res_it.row()->char_count > 0) && + ((page_res_it.row()->rej_count / + (float)page_res_it.row()->char_count) <= + quality_rowrej_pc)) { + word = page_res_it.word(); + if (word->reject_map.quality_recoverable_rejects() && + (tessedit_unrej_any_wd || + acceptable_word_string(*word->uch_set, + word->best_choice->unichar_string().string(), + word->best_choice->unichar_lengths().string()) + != AC_UNACCEPTABLE)) { + unrej_good_chs(word, page_res_it.row()->row); + } + page_res_it.forward(); + } + else { + /* Skip to end of dodgy row */ + current_row = page_res_it.row(); + while ((page_res_it.word() != NULL) && + (page_res_it.row() == current_row)) + page_res_it.forward(); + } + check_debug_pt(page_res_it.word(), 110); + } + page_res_it.restart_page(); + page_res_it.page_res->char_count = 0; + page_res_it.page_res->rej_count = 0; + current_block = NULL; + current_row = NULL; + while (page_res_it.word() != NULL) { + if (current_block != page_res_it.block()) { + current_block = page_res_it.block(); + current_block->char_count = 0; + current_block->rej_count = 0; + } + if (current_row != page_res_it.row()) { + current_row = page_res_it.row(); + current_row->char_count = 0; + current_row->rej_count = 0; + current_row->whole_word_rej_count = 0; + } + page_res_it.rej_stat_word(); + page_res_it.forward(); + } + } + + + /************************************************************************* + * doc_and_block_rejection() + * + * If the page has too many rejects - reject all of it. + * If any block has too many rejects - reject all words in the block + *************************************************************************/ + + void Tesseract::doc_and_block_rejection( //reject big chunks + PAGE_RES_IT &page_res_it, + BOOL8 good_quality_doc) { + inT16 block_no = 0; + inT16 row_no = 0; + BLOCK_RES *current_block; + ROW_RES *current_row; + + BOOL8 rej_word; + BOOL8 prev_word_rejected; + inT16 char_quality = 0; + inT16 accepted_char_quality; + + if (page_res_it.page_res->rej_count * 100.0 / + page_res_it.page_res->char_count > tessedit_reject_doc_percent) { + reject_whole_page(page_res_it); + if (tessedit_debug_doc_rejection) { + tprintf("REJECT ALL #chars: %d #Rejects: %d; \n", + page_res_it.page_res->char_count, + page_res_it.page_res->rej_count); + } + } + else { + if (tessedit_debug_doc_rejection) { + tprintf("NO PAGE REJECTION #chars: %d # Rejects: %d; \n", + page_res_it.page_res->char_count, + page_res_it.page_res->rej_count); + } + + /* Walk blocks testing for block rejection */ + + page_res_it.restart_page(); + WERD_RES* word; + while ((word = page_res_it.word()) != NULL) { + current_block = page_res_it.block(); + block_no = current_block->block->index(); + if (current_block->char_count > 0 && + (current_block->rej_count * 100.0 / current_block->char_count) > + tessedit_reject_block_percent) { + if (tessedit_debug_block_rejection) { + tprintf("REJECTING BLOCK %d #chars: %d; #Rejects: %d\n", + block_no, current_block->char_count, + current_block->rej_count); + } + prev_word_rejected = FALSE; + while ((word = page_res_it.word()) != NULL && + (page_res_it.block() == current_block)) { + if (tessedit_preserve_blk_rej_perfect_wds) { + rej_word = word->reject_map.reject_count() > 0 || + word->reject_map.length() < tessedit_preserve_min_wd_len; + if (rej_word && tessedit_dont_blkrej_good_wds && + word->reject_map.length() >= tessedit_preserve_min_wd_len && + acceptable_word_string( + *word->uch_set, + word->best_choice->unichar_string().string(), + word->best_choice->unichar_lengths().string()) != + AC_UNACCEPTABLE) { + word_char_quality(word, page_res_it.row()->row, + &char_quality, + &accepted_char_quality); + rej_word = char_quality != word->reject_map.length(); + } + } + else { + rej_word = TRUE; + } + if (rej_word) { + /* + Reject spacing if both current and prev words are rejected. + NOTE - this is NOT restricted to FUZZY spaces. - When tried this + generated more space errors. + */ + if (tessedit_use_reject_spaces && + prev_word_rejected && + page_res_it.prev_row() == page_res_it.row() && + word->word->space() == 1) + word->reject_spaces = TRUE; + word->reject_map.rej_word_block_rej(); + } + prev_word_rejected = rej_word; + page_res_it.forward(); + } + } + else { + if (tessedit_debug_block_rejection) { + tprintf("NOT REJECTING BLOCK %d #chars: %d # Rejects: %d; \n", + block_no, page_res_it.block()->char_count, + page_res_it.block()->rej_count); + } + + /* Walk rows in block testing for row rejection */ + row_no = 0; + while (page_res_it.word() != NULL && + page_res_it.block() == current_block) { + current_row = page_res_it.row(); + row_no++; + /* Reject whole row if: + fraction of chars on row which are rejected exceed a limit AND + fraction rejects which occur in WHOLE WERD rejects is LESS THAN a + limit + */ + if (current_row->char_count > 0 && + (current_row->rej_count * 100.0 / current_row->char_count) > + tessedit_reject_row_percent && + (current_row->whole_word_rej_count * 100.0 / + current_row->rej_count) < + tessedit_whole_wd_rej_row_percent) { + if (tessedit_debug_block_rejection) { + tprintf("REJECTING ROW %d #chars: %d; #Rejects: %d\n", + row_no, current_row->char_count, + current_row->rej_count); + } + prev_word_rejected = FALSE; + while ((word = page_res_it.word()) != NULL && + page_res_it.row() == current_row) { + /* Preserve words on good docs unless they are mostly rejected*/ + if (!tessedit_row_rej_good_docs && good_quality_doc) { + rej_word = word->reject_map.reject_count() / + static_cast(word->reject_map.length()) > + tessedit_good_doc_still_rowrej_wd; + } + else if (tessedit_preserve_row_rej_perfect_wds) { + /* Preserve perfect words anyway */ + rej_word = word->reject_map.reject_count() > 0 || + word->reject_map.length() < tessedit_preserve_min_wd_len; + if (rej_word && tessedit_dont_rowrej_good_wds && + word->reject_map.length() >= tessedit_preserve_min_wd_len && + acceptable_word_string(*word->uch_set, + word->best_choice->unichar_string().string(), + word->best_choice->unichar_lengths().string()) != + AC_UNACCEPTABLE) { + word_char_quality(word, page_res_it.row()->row, + &char_quality, + &accepted_char_quality); + rej_word = char_quality != word->reject_map.length(); + } + } + else { + rej_word = TRUE; + } + if (rej_word) { + /* + Reject spacing if both current and prev words are rejected. + NOTE - this is NOT restricted to FUZZY spaces. - When tried + this generated more space errors. + */ + if (tessedit_use_reject_spaces && + prev_word_rejected && + page_res_it.prev_row() == page_res_it.row() && + word->word->space() == 1) + word->reject_spaces = TRUE; + word->reject_map.rej_word_row_rej(); + } + prev_word_rejected = rej_word; + page_res_it.forward(); + } + } + else { + if (tessedit_debug_block_rejection) { + tprintf("NOT REJECTING ROW %d #chars: %d # Rejects: %d; \n", + row_no, current_row->char_count, current_row->rej_count); + } + while (page_res_it.word() != NULL && + page_res_it.row() == current_row) + page_res_it.forward(); + } + } + } + } + } + } + +} // namespace tesseract + +/************************************************************************* + * reject_whole_page() + * Don't believe any of it - set the reject map to 00..00 in all words + * + *************************************************************************/ + +void reject_whole_page(PAGE_RES_IT &page_res_it) { + page_res_it.restart_page(); + while (page_res_it.word() != NULL) { + page_res_it.word()->reject_map.rej_word_doc_rej(); + page_res_it.forward(); + } + //whole page is rejected + page_res_it.page_res->rejected = TRUE; +} + +namespace tesseract { + void Tesseract::tilde_crunch(PAGE_RES_IT &page_res_it) { + WERD_RES *word; + GARBAGE_LEVEL garbage_level; + PAGE_RES_IT copy_it; + BOOL8 prev_potential_marked = FALSE; + BOOL8 found_terrible_word = FALSE; + BOOL8 ok_dict_word; + + page_res_it.restart_page(); + while (page_res_it.word() != NULL) { + POLY_BLOCK* pb = page_res_it.block()->block->poly_block(); + if (pb != NULL && !pb->IsText()) { + page_res_it.forward(); + continue; + } + word = page_res_it.word(); + + if (crunch_early_convert_bad_unlv_chs) + convert_bad_unlv_chs(word); + + if (crunch_early_merge_tess_fails) + word->merge_tess_fails(); + + if (word->reject_map.accept_count() != 0) { + found_terrible_word = FALSE; + //Forget earlier potential crunches + prev_potential_marked = FALSE; + } + else { + ok_dict_word = safe_dict_word(word); + garbage_level = garbage_word(word, ok_dict_word); + + if ((garbage_level != G_NEVER_CRUNCH) && + (terrible_word_crunch(word, garbage_level))) { + if (crunch_debug > 0) { + tprintf("T CRUNCHING: \"%s\"\n", + word->best_choice->unichar_string().string()); + } + word->unlv_crunch_mode = CR_KEEP_SPACE; + if (prev_potential_marked) { + while (copy_it.word() != word) { + if (crunch_debug > 0) { + tprintf("P1 CRUNCHING: \"%s\"\n", + copy_it.word()->best_choice->unichar_string().string()); + } + copy_it.word()->unlv_crunch_mode = CR_KEEP_SPACE; + copy_it.forward(); + } + prev_potential_marked = FALSE; + } + found_terrible_word = TRUE; + } + else if ((garbage_level != G_NEVER_CRUNCH) && + (potential_word_crunch(word, + garbage_level, ok_dict_word))) { + if (found_terrible_word) { + if (crunch_debug > 0) { + tprintf("P2 CRUNCHING: \"%s\"\n", + word->best_choice->unichar_string().string()); + } + word->unlv_crunch_mode = CR_KEEP_SPACE; + } + else if (!prev_potential_marked) { + copy_it = page_res_it; + prev_potential_marked = TRUE; + if (crunch_debug > 1) { + tprintf("P3 CRUNCHING: \"%s\"\n", + word->best_choice->unichar_string().string()); + } + } + } + else { + found_terrible_word = FALSE; + //Forget earlier potential crunches + prev_potential_marked = FALSE; + if (crunch_debug > 2) { + tprintf("NO CRUNCH: \"%s\"\n", + word->best_choice->unichar_string().string()); + } + } + } + page_res_it.forward(); + } + } + + + BOOL8 Tesseract::terrible_word_crunch(WERD_RES *word, + GARBAGE_LEVEL garbage_level) { + float rating_per_ch; + int adjusted_len; + int crunch_mode = 0; + + if ((word->best_choice->unichar_string().length() == 0) || + (strspn(word->best_choice->unichar_string().string(), " ") == + word->best_choice->unichar_string().length())) + crunch_mode = 1; + else { + adjusted_len = word->reject_map.length(); + if (adjusted_len > crunch_rating_max) + adjusted_len = crunch_rating_max; + rating_per_ch = word->best_choice->rating() / adjusted_len; + + if (rating_per_ch > crunch_terrible_rating) + crunch_mode = 2; + else if (crunch_terrible_garbage && (garbage_level == G_TERRIBLE)) + crunch_mode = 3; + else if ((word->best_choice->certainty() < crunch_poor_garbage_cert) && + (garbage_level != G_OK)) + crunch_mode = 4; + else if ((rating_per_ch > crunch_poor_garbage_rate) && + (garbage_level != G_OK)) + crunch_mode = 5; + } + if (crunch_mode > 0) { + if (crunch_debug > 2) { + tprintf("Terrible_word_crunch (%d) on \"%s\"\n", + crunch_mode, word->best_choice->unichar_string().string()); + } + return TRUE; + } + else + return FALSE; + } + + BOOL8 Tesseract::potential_word_crunch(WERD_RES *word, + GARBAGE_LEVEL garbage_level, + BOOL8 ok_dict_word) { + float rating_per_ch; + int adjusted_len; + const char *str = word->best_choice->unichar_string().string(); + const char *lengths = word->best_choice->unichar_lengths().string(); + BOOL8 word_crunchable; + int poor_indicator_count = 0; + + word_crunchable = !crunch_leave_accept_strings || + word->reject_map.length() < 3 || + (acceptable_word_string(*word->uch_set, + str, lengths) == AC_UNACCEPTABLE && + !ok_dict_word); + + adjusted_len = word->reject_map.length(); + if (adjusted_len > 10) + adjusted_len = 10; + rating_per_ch = word->best_choice->rating() / adjusted_len; + + if (rating_per_ch > crunch_pot_poor_rate) { + if (crunch_debug > 2) { + tprintf("Potential poor rating on \"%s\"\n", + word->best_choice->unichar_string().string()); + } + poor_indicator_count++; + } + + if (word_crunchable && + word->best_choice->certainty() < crunch_pot_poor_cert) { + if (crunch_debug > 2) { + tprintf("Potential poor cert on \"%s\"\n", + word->best_choice->unichar_string().string()); + } + poor_indicator_count++; + } + + if (garbage_level != G_OK) { + if (crunch_debug > 2) { + tprintf("Potential garbage on \"%s\"\n", + word->best_choice->unichar_string().string()); + } + poor_indicator_count++; + } + return poor_indicator_count >= crunch_pot_indicators; + } + + void Tesseract::tilde_delete(PAGE_RES_IT &page_res_it) { + WERD_RES *word; + PAGE_RES_IT copy_it; + BOOL8 deleting_from_bol = FALSE; + BOOL8 marked_delete_point = FALSE; + inT16 debug_delete_mode; + CRUNCH_MODE delete_mode; + inT16 x_debug_delete_mode; + CRUNCH_MODE x_delete_mode; + + page_res_it.restart_page(); + while (page_res_it.word() != NULL) { + word = page_res_it.word(); + + delete_mode = word_deletable(word, debug_delete_mode); + if (delete_mode != CR_NONE) { + if (word->word->flag(W_BOL) || deleting_from_bol) { + if (crunch_debug > 0) { + tprintf("BOL CRUNCH DELETING(%d): \"%s\"\n", + debug_delete_mode, + word->best_choice->unichar_string().string()); + } + word->unlv_crunch_mode = delete_mode; + deleting_from_bol = TRUE; + } + else if (word->word->flag(W_EOL)) { + if (marked_delete_point) { + while (copy_it.word() != word) { + x_delete_mode = word_deletable(copy_it.word(), + x_debug_delete_mode); + if (crunch_debug > 0) { + tprintf("EOL CRUNCH DELETING(%d): \"%s\"\n", + x_debug_delete_mode, + copy_it.word()->best_choice->unichar_string().string()); + } + copy_it.word()->unlv_crunch_mode = x_delete_mode; + copy_it.forward(); + } + } + if (crunch_debug > 0) { + tprintf("EOL CRUNCH DELETING(%d): \"%s\"\n", + debug_delete_mode, + word->best_choice->unichar_string().string()); + } + word->unlv_crunch_mode = delete_mode; + deleting_from_bol = FALSE; + marked_delete_point = FALSE; + } + else { + if (!marked_delete_point) { + copy_it = page_res_it; + marked_delete_point = TRUE; + } + } + } + else { + deleting_from_bol = FALSE; + //Forget earlier potential crunches + marked_delete_point = FALSE; + } + /* + The following step has been left till now as the tess fails are used to + determine if the word is deletable. + */ + if (!crunch_early_merge_tess_fails) + word->merge_tess_fails(); + page_res_it.forward(); + } + } + + + void Tesseract::convert_bad_unlv_chs(WERD_RES *word_res) { + int i; + UNICHAR_ID unichar_dash = word_res->uch_set->unichar_to_id("-"); + UNICHAR_ID unichar_space = word_res->uch_set->unichar_to_id(" "); + UNICHAR_ID unichar_tilde = word_res->uch_set->unichar_to_id("~"); + UNICHAR_ID unichar_pow = word_res->uch_set->unichar_to_id("^"); + for (i = 0; i < word_res->reject_map.length(); ++i) { + if (word_res->best_choice->unichar_id(i) == unichar_tilde) { + word_res->best_choice->set_unichar_id(unichar_dash, i); + if (word_res->reject_map[i].accepted()) + word_res->reject_map[i].setrej_unlv_rej(); + } + if (word_res->best_choice->unichar_id(i) == unichar_pow) { + word_res->best_choice->set_unichar_id(unichar_space, i); + if (word_res->reject_map[i].accepted()) + word_res->reject_map[i].setrej_unlv_rej(); + } + } + } + + GARBAGE_LEVEL Tesseract::garbage_word(WERD_RES *word, BOOL8 ok_dict_word) { + enum STATES + { + JUNK, + FIRST_UPPER, + FIRST_LOWER, + FIRST_NUM, + SUBSEQUENT_UPPER, + SUBSEQUENT_LOWER, + SUBSEQUENT_NUM + }; + const char *str = word->best_choice->unichar_string().string(); + const char *lengths = word->best_choice->unichar_lengths().string(); + STATES state = JUNK; + int len = 0; + int isolated_digits = 0; + int isolated_alphas = 0; + int bad_char_count = 0; + int tess_rejs = 0; + int dodgy_chars = 0; + int ok_chars; + UNICHAR_ID last_char = -1; + int alpha_repetition_count = 0; + int longest_alpha_repetition_count = 0; + int longest_lower_run_len = 0; + int lower_string_count = 0; + int longest_upper_run_len = 0; + int upper_string_count = 0; + int total_alpha_count = 0; + int total_digit_count = 0; + + for (; *str != '\0'; str += *(lengths++)) { + len++; + if (word->uch_set->get_isupper(str, *lengths)) { + total_alpha_count++; + switch (state) { + case SUBSEQUENT_UPPER: + case FIRST_UPPER: + state = SUBSEQUENT_UPPER; + upper_string_count++; + if (longest_upper_run_len < upper_string_count) + longest_upper_run_len = upper_string_count; + if (last_char == word->uch_set->unichar_to_id(str, *lengths)) { + alpha_repetition_count++; + if (longest_alpha_repetition_count < alpha_repetition_count) { + longest_alpha_repetition_count = alpha_repetition_count; + } + } + else { + last_char = word->uch_set->unichar_to_id(str, *lengths); + alpha_repetition_count = 1; + } + break; + case FIRST_NUM: + isolated_digits++; + default: + state = FIRST_UPPER; + last_char = word->uch_set->unichar_to_id(str, *lengths); + alpha_repetition_count = 1; + upper_string_count = 1; + break; + } + } + else if (word->uch_set->get_islower(str, *lengths)) { + total_alpha_count++; + switch (state) { + case SUBSEQUENT_LOWER: + case FIRST_LOWER: + state = SUBSEQUENT_LOWER; + lower_string_count++; + if (longest_lower_run_len < lower_string_count) + longest_lower_run_len = lower_string_count; + if (last_char == word->uch_set->unichar_to_id(str, *lengths)) { + alpha_repetition_count++; + if (longest_alpha_repetition_count < alpha_repetition_count) { + longest_alpha_repetition_count = alpha_repetition_count; + } + } + else { + last_char = word->uch_set->unichar_to_id(str, *lengths); + alpha_repetition_count = 1; + } + break; + case FIRST_NUM: + isolated_digits++; + default: + state = FIRST_LOWER; + last_char = word->uch_set->unichar_to_id(str, *lengths); + alpha_repetition_count = 1; + lower_string_count = 1; + break; + } + } + else if (word->uch_set->get_isdigit(str, *lengths)) { + total_digit_count++; + switch (state) { + case FIRST_NUM: + state = SUBSEQUENT_NUM; + case SUBSEQUENT_NUM: + break; + case FIRST_UPPER: + case FIRST_LOWER: + isolated_alphas++; + default: + state = FIRST_NUM; + break; + } + } + else { + if (*lengths == 1 && *str == ' ') + tess_rejs++; + else + bad_char_count++; + switch (state) { + case FIRST_NUM: + isolated_digits++; + break; + case FIRST_UPPER: + case FIRST_LOWER: + isolated_alphas++; + default: + break; + } + state = JUNK; + } + } + + switch (state) { + case FIRST_NUM: + isolated_digits++; + break; + case FIRST_UPPER: + case FIRST_LOWER: + isolated_alphas++; + default: + break; + } + + if (crunch_include_numerals) { + total_alpha_count += total_digit_count - isolated_digits; + } + + if (crunch_leave_ok_strings && len >= 4 && + 2 * (total_alpha_count - isolated_alphas) > len && + longest_alpha_repetition_count < crunch_long_repetitions) { + if ((crunch_accept_ok && + acceptable_word_string(*word->uch_set, str, lengths) != + AC_UNACCEPTABLE) || + longest_lower_run_len > crunch_leave_lc_strings || + longest_upper_run_len > crunch_leave_uc_strings) + return G_NEVER_CRUNCH; + } + if (word->reject_map.length() > 1 && + strpbrk(str, " ") == NULL && + (word->best_choice->permuter() == SYSTEM_DAWG_PERM || + word->best_choice->permuter() == FREQ_DAWG_PERM || + word->best_choice->permuter() == USER_DAWG_PERM || + word->best_choice->permuter() == NUMBER_PERM || + acceptable_word_string(*word->uch_set, str, lengths) != + AC_UNACCEPTABLE || ok_dict_word)) + return G_OK; + + ok_chars = len - bad_char_count - isolated_digits - + isolated_alphas - tess_rejs; + + if (crunch_debug > 3) { + tprintf("garbage_word: \"%s\"\n", + word->best_choice->unichar_string().string()); + tprintf("LEN: %d bad: %d iso_N: %d iso_A: %d rej: %d\n", + len, + bad_char_count, isolated_digits, isolated_alphas, tess_rejs); + } + if (bad_char_count == 0 && + tess_rejs == 0 && + (len > isolated_digits + isolated_alphas || len <= 2)) + return G_OK; + + if (tess_rejs > ok_chars || + (tess_rejs > 0 && (bad_char_count + tess_rejs) * 2 > len)) + return G_TERRIBLE; + + if (len > 4) { + dodgy_chars = 2 * tess_rejs + bad_char_count + isolated_digits + + isolated_alphas; + if (dodgy_chars > 5 || (dodgy_chars / (float)len) > 0.5) + return G_DODGY; + else + return G_OK; + } + else { + dodgy_chars = 2 * tess_rejs + bad_char_count; + if ((len == 4 && dodgy_chars > 2) || + (len == 3 && dodgy_chars > 2) || dodgy_chars >= len) + return G_DODGY; + else + return G_OK; + } + } + + + /************************************************************************* + * word_deletable() + * DELETE WERDS AT ENDS OF ROWS IF + * Word is crunched && + * ( string length = 0 OR + * > 50% of chars are "|" (before merging) OR + * certainty < -10 OR + * rating /char > 60 OR + * TOP of word is more than 0.5 xht BELOW baseline OR + * BOTTOM of word is more than 0.5 xht ABOVE xht OR + * length of word < 3xht OR + * height of word < 0.7 xht OR + * height of word > 3.0 xht OR + * >75% of the outline BBs have longest dimension < 0.5xht + *************************************************************************/ + + CRUNCH_MODE Tesseract::word_deletable(WERD_RES *word, inT16 &delete_mode) { + int word_len = word->reject_map.length(); + float rating_per_ch; + TBOX box; //BB of word + + if (word->unlv_crunch_mode == CR_NONE) { + delete_mode = 0; + return CR_NONE; + } + + if (word_len == 0) { + delete_mode = 1; + return CR_DELETE; + } + + if (word->rebuild_word != NULL) { + // Cube leaves rebuild_word NULL. + box = word->rebuild_word->bounding_box(); + if (box.height() < crunch_del_min_ht * kBlnXHeight) { + delete_mode = 4; + return CR_DELETE; + } + + if (noise_outlines(word->rebuild_word)) { + delete_mode = 5; + return CR_DELETE; + } + } + + if ((failure_count(word) * 1.5) > word_len) { + delete_mode = 2; + return CR_LOOSE_SPACE; + } + + if (word->best_choice->certainty() < crunch_del_cert) { + delete_mode = 7; + return CR_LOOSE_SPACE; + } + + rating_per_ch = word->best_choice->rating() / word_len; + + if (rating_per_ch > crunch_del_rating) { + delete_mode = 8; + return CR_LOOSE_SPACE; + } + + if (box.top() < kBlnBaselineOffset - crunch_del_low_word * kBlnXHeight) { + delete_mode = 9; + return CR_LOOSE_SPACE; + } + + if (box.bottom() > + kBlnBaselineOffset + crunch_del_high_word * kBlnXHeight) { + delete_mode = 10; + return CR_LOOSE_SPACE; + } + + if (box.height() > crunch_del_max_ht * kBlnXHeight) { + delete_mode = 11; + return CR_LOOSE_SPACE; + } + + if (box.width() < crunch_del_min_width * kBlnXHeight) { + delete_mode = 3; + return CR_LOOSE_SPACE; + } + + delete_mode = 0; + return CR_NONE; + } + + inT16 Tesseract::failure_count(WERD_RES *word) { + const char *str = word->best_choice->unichar_string().string(); + int tess_rejs = 0; + + for (; *str != '\0'; str++) { + if (*str == ' ') + tess_rejs++; + } + return tess_rejs; + } + + + BOOL8 Tesseract::noise_outlines(TWERD *word) { + TBOX box; // BB of outline + inT16 outline_count = 0; + inT16 small_outline_count = 0; + inT16 max_dimension; + float small_limit = kBlnXHeight * crunch_small_outlines_size; + + for (int b = 0; b < word->NumBlobs(); ++b) { + TBLOB* blob = word->blobs[b]; + for (TESSLINE* ol = blob->outlines; ol != NULL; ol = ol->next) { + outline_count++; + box = ol->bounding_box(); + if (box.height() > box.width()) + max_dimension = box.height(); + else + max_dimension = box.width(); + if (max_dimension < small_limit) + small_outline_count++; + } + } + return small_outline_count >= outline_count; + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/docqual.h b/3rdparty/hgOCR/include/ccmain/docqual.h new file mode 100644 index 00000000..f2df9b24 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/docqual.h @@ -0,0 +1,35 @@ +/****************************************************************** + * File: docqual.h (Formerly docqual.h) + * Description: Document Quality Metrics + * Author: Phil Cheatle + * Created: Mon May 9 11:27:28 BST 1994 + * + * (C) Copyright 1994, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef DOCQUAL_H +#define DOCQUAL_H + +#include "control.h" + +enum GARBAGE_LEVEL +{ + G_NEVER_CRUNCH, + G_OK, + G_DODGY, + G_TERRIBLE +}; + +inT16 word_blob_quality(WERD_RES *word, ROW *row); +void reject_whole_page(PAGE_RES_IT &page_res_it); +#endif diff --git a/3rdparty/hgOCR/include/ccmain/equationdetect.cpp b/3rdparty/hgOCR/include/ccmain/equationdetect.cpp new file mode 100644 index 00000000..c165bb3c --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/equationdetect.cpp @@ -0,0 +1,1550 @@ +/////////////////////////////////////////////////////////////////////// +// File: equationdetect.cpp +// Description: Helper classes to detect equations. +// Author: Zongyi (Joe) Liu (joeliu@google.com) +// Created: Fri Aug 31 11:13:01 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#include +#include +#endif + +#ifdef __MINGW32__ +#include +#endif + +#include + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "equationdetect.h" + +#include "bbgrid.h" +#include "classify.h" +#include "colpartition.h" +#include "colpartitiongrid.h" +#include "colpartitionset.h" +#include "helpers.h" +#include "ratngs.h" +#include "tesseractclass.h" + +// Config variables. +BOOL_VAR(equationdetect_save_bi_image, false, "Save input bi image"); +BOOL_VAR(equationdetect_save_spt_image, false, "Save special character image"); +BOOL_VAR(equationdetect_save_seed_image, false, "Save the seed image"); +BOOL_VAR(equationdetect_save_merged_image, false, "Save the merged image"); + +namespace tesseract { + + /////////////////////////////////////////////////////////////////////////// + // Utility ColParition sort functions. + /////////////////////////////////////////////////////////////////////////// + static int SortCPByTopReverse(const void* p1, const void* p2) { + const ColPartition* cp1 = *reinterpret_cast(p1); + const ColPartition* cp2 = *reinterpret_cast(p2); + ASSERT_HOST(cp1 != NULL && cp2 != NULL); + const TBOX &box1(cp1->bounding_box()), &box2(cp2->bounding_box()); + return box2.top() - box1.top(); + } + + static int SortCPByBottom(const void* p1, const void* p2) { + const ColPartition* cp1 = *reinterpret_cast(p1); + const ColPartition* cp2 = *reinterpret_cast(p2); + ASSERT_HOST(cp1 != NULL && cp2 != NULL); + const TBOX &box1(cp1->bounding_box()), &box2(cp2->bounding_box()); + return box1.bottom() - box2.bottom(); + } + + static int SortCPByHeight(const void* p1, const void* p2) { + const ColPartition* cp1 = *reinterpret_cast(p1); + const ColPartition* cp2 = *reinterpret_cast(p2); + ASSERT_HOST(cp1 != NULL && cp2 != NULL); + const TBOX &box1(cp1->bounding_box()), &box2(cp2->bounding_box()); + return box1.height() - box2.height(); + } + + // TODO(joeliu): we may want to parameterize these constants. + const float kMathDigitDensityTh1 = 0.25; + const float kMathDigitDensityTh2 = 0.1; + const float kMathItalicDensityTh = 0.5; + const float kUnclearDensityTh = 0.25; + const int kSeedBlobsCountTh = 10; + const int kLeftIndentAlignmentCountTh = 1; + + // Returns true if PolyBlockType is of text type or equation type. + inline bool IsTextOrEquationType(PolyBlockType type) { + return PTIsTextType(type) || type == PT_EQUATION; + } + + inline bool IsLeftIndented(const EquationDetect::IndentType type) { + return type == EquationDetect::LEFT_INDENT || + type == EquationDetect::BOTH_INDENT; + } + + inline bool IsRightIndented(const EquationDetect::IndentType type) { + return type == EquationDetect::RIGHT_INDENT || + type == EquationDetect::BOTH_INDENT; + } + + EquationDetect::EquationDetect(const char* equ_datapath, + const char* equ_name) { + const char* default_name = "equ"; + if (equ_name == NULL) { + equ_name = default_name; + } + lang_tesseract_ = NULL; + resolution_ = 0; + page_count_ = 0; + + if (equ_tesseract_.init_tesseract(equ_datapath, equ_name, + OEM_TESSERACT_ONLY)) { + tprintf("Warning: equation region detection requested," + " but %s failed to load from %s\n", equ_name, equ_datapath); + } + + cps_super_bbox_ = NULL; + } + + EquationDetect::~EquationDetect() { + delete(cps_super_bbox_); + } + + void EquationDetect::SetLangTesseract(Tesseract* lang_tesseract) { + lang_tesseract_ = lang_tesseract; + } + + void EquationDetect::SetResolution(const int resolution) { + resolution_ = resolution; + } + + int EquationDetect::LabelSpecialText(TO_BLOCK* to_block) { + if (to_block == NULL) { + tprintf("Warning: input to_block is NULL!\n"); + return -1; + } + + GenericVector blob_lists; + blob_lists.push_back(&(to_block->blobs)); + blob_lists.push_back(&(to_block->large_blobs)); + for (int i = 0; i < blob_lists.size(); ++i) { + BLOBNBOX_IT bbox_it(blob_lists[i]); + for (bbox_it.mark_cycle_pt(); !bbox_it.cycled_list(); + bbox_it.forward()) { + bbox_it.data()->set_special_text_type(BSTT_NONE); + } + } + + return 0; + } + + void EquationDetect::IdentifySpecialText( + BLOBNBOX *blobnbox, const int height_th) { + ASSERT_HOST(blobnbox != NULL); + if (blobnbox->bounding_box().height() < height_th && height_th > 0) { + // For small blob, we simply set to BSTT_NONE. + blobnbox->set_special_text_type(BSTT_NONE); + return; + } + + BLOB_CHOICE_LIST ratings_equ, ratings_lang; + C_BLOB* blob = blobnbox->cblob(); + // TODO(joeliu/rays) Fix this. We may have to normalize separately for + // each classifier here, as they may require different PolygonalCopy. + TBLOB* tblob = TBLOB::PolygonalCopy(false, blob); + const TBOX& box = tblob->bounding_box(); + + // Normalize the blob. Set the origin to the place we want to be the + // bottom-middle, and scaling is to make the height the x-height. + float scaling = static_cast(kBlnXHeight) / box.height(); + float x_orig = (box.left() + box.right()) / 2.0f, y_orig = box.bottom(); + TBLOB* normed_blob = new TBLOB(*tblob); + normed_blob->Normalize(NULL, NULL, NULL, x_orig, y_orig, scaling, scaling, + 0.0f, static_cast(kBlnBaselineOffset), + false, NULL); + equ_tesseract_.AdaptiveClassifier(normed_blob, &ratings_equ); + lang_tesseract_->AdaptiveClassifier(normed_blob, &ratings_lang); + delete normed_blob; + delete tblob; + + // Get the best choice from ratings_lang and rating_equ. As the choice in the + // list has already been sorted by the certainty, we simply use the first + // choice. + BLOB_CHOICE *lang_choice = NULL, *equ_choice = NULL; + if (ratings_lang.length() > 0) { + BLOB_CHOICE_IT choice_it(&ratings_lang); + lang_choice = choice_it.data(); + } + if (ratings_equ.length() > 0) { + BLOB_CHOICE_IT choice_it(&ratings_equ); + equ_choice = choice_it.data(); + } + + float lang_score = lang_choice ? lang_choice->certainty() : -FLT_MAX; + float equ_score = equ_choice ? equ_choice->certainty() : -FLT_MAX; + + const float kConfScoreTh = -5.0f, kConfDiffTh = 1.8; + // The scores here are negative, so the max/min == fabs(min/max). + // float ratio = fmax(lang_score, equ_score) / fmin(lang_score, equ_score); + float diff = fabs(lang_score - equ_score); + BlobSpecialTextType type = BSTT_NONE; + + // Classification. + if (fmax(lang_score, equ_score) < kConfScoreTh) { + // If both score are very small, then mark it as unclear. + type = BSTT_UNCLEAR; + } + else if (diff > kConfDiffTh && equ_score > lang_score) { + // If equ_score is significantly higher, then we classify this character as + // math symbol. + type = BSTT_MATH; + } + else if (lang_choice) { + // For other cases: lang_score is similar or significantly higher. + type = EstimateTypeForUnichar( + lang_tesseract_->unicharset, lang_choice->unichar_id()); + } + + if (type == BSTT_NONE && lang_tesseract_->get_fontinfo_table().get( + lang_choice->fontinfo_id()).is_italic()) { + // For text symbol, we still check if it is italic. + blobnbox->set_special_text_type(BSTT_ITALIC); + } + else { + blobnbox->set_special_text_type(type); + } + } + + BlobSpecialTextType EquationDetect::EstimateTypeForUnichar( + const UNICHARSET& unicharset, const UNICHAR_ID id) const { + STRING s = unicharset.id_to_unichar(id); + if (unicharset.get_isalpha(id)) { + return BSTT_NONE; + } + + if (unicharset.get_ispunctuation(id)) { + // Exclude some special texts that are likely to be confused as math symbol. + static GenericVector ids_to_exclude; + if (ids_to_exclude.empty()) { + static const STRING kCharsToEx[] = { "'", "`", "\"", "\\", ",", ".", + "", "", "", "", "", "", "" }; + int i = 0; + while (kCharsToEx[i] != "") { + ids_to_exclude.push_back( + unicharset.unichar_to_id(kCharsToEx[i++].string())); + } + ids_to_exclude.sort(); + } + return ids_to_exclude.bool_binary_search(id) ? BSTT_NONE : BSTT_MATH; + } + + // Check if it is digit. In addition to the isdigit attribute, we also check + // if this character belongs to those likely to be confused with a digit. + static const STRING kDigitsChars = "|"; + if (unicharset.get_isdigit(id) || + (s.length() == 1 && kDigitsChars.contains(s[0]))) { + return BSTT_DIGIT; + } + else { + return BSTT_MATH; + } + } + + void EquationDetect::IdentifySpecialText() { + // Set configuration for Tesseract::AdaptiveClassifier. + equ_tesseract_.tess_cn_matching.set_value(true); // turn it on + equ_tesseract_.tess_bn_matching.set_value(false); + + // Set the multiplier to zero for lang_tesseract_ to improve the accuracy. + int classify_class_pruner = lang_tesseract_->classify_class_pruner_multiplier; + int classify_integer_matcher = + lang_tesseract_->classify_integer_matcher_multiplier; + lang_tesseract_->classify_class_pruner_multiplier.set_value(0); + lang_tesseract_->classify_integer_matcher_multiplier.set_value(0); + + ColPartitionGridSearch gsearch(part_grid_); + ColPartition *part = NULL; + gsearch.StartFullSearch(); + while ((part = gsearch.NextFullSearch()) != NULL) { + if (!IsTextOrEquationType(part->type())) { + continue; + } + IdentifyBlobsToSkip(part); + BLOBNBOX_C_IT bbox_it(part->boxes()); + // Compute the height threshold. + GenericVector blob_heights; + for (bbox_it.mark_cycle_pt(); !bbox_it.cycled_list(); + bbox_it.forward()) { + if (bbox_it.data()->special_text_type() != BSTT_SKIP) { + blob_heights.push_back(bbox_it.data()->bounding_box().height()); + } + } + blob_heights.sort(); + int height_th = blob_heights[blob_heights.size() / 2] / 3 * 2; + for (bbox_it.mark_cycle_pt(); !bbox_it.cycled_list(); + bbox_it.forward()) { + if (bbox_it.data()->special_text_type() != BSTT_SKIP) { + IdentifySpecialText(bbox_it.data(), height_th); + } + } + } + + // Set the multiplier values back. + lang_tesseract_->classify_class_pruner_multiplier.set_value( + classify_class_pruner); + lang_tesseract_->classify_integer_matcher_multiplier.set_value( + classify_integer_matcher); + + if (equationdetect_save_spt_image) { // For debug. + STRING outfile; + GetOutputTiffName("_spt", &outfile); + PaintSpecialTexts(outfile); + } + } + + void EquationDetect::IdentifyBlobsToSkip(ColPartition* part) { + ASSERT_HOST(part); + BLOBNBOX_C_IT blob_it(part->boxes()); + + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + // At this moment, no blob should have been joined. + ASSERT_HOST(!blob_it.data()->joined_to_prev()); + } + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + BLOBNBOX* blob = blob_it.data(); + if (blob->joined_to_prev() || blob->special_text_type() == BSTT_SKIP) { + continue; + } + TBOX blob_box = blob->bounding_box(); + + // Search if any blob can be merged into blob. If found, then we mark all + // these blobs as BSTT_SKIP. + BLOBNBOX_C_IT blob_it2 = blob_it; + bool found = false; + while (!blob_it2.at_last()) { + BLOBNBOX* nextblob = blob_it2.forward(); + const TBOX& nextblob_box = nextblob->bounding_box(); + if (nextblob_box.left() >= blob_box.right()) { + break; + } + const float kWidthR = 0.4, kHeightR = 0.3; + bool xoverlap = blob_box.major_x_overlap(nextblob_box), + yoverlap = blob_box.y_overlap(nextblob_box); + float widthR = static_cast( + MIN(nextblob_box.width(), blob_box.width())) / + MAX(nextblob_box.width(), blob_box.width()); + float heightR = static_cast( + MIN(nextblob_box.height(), blob_box.height())) / + MAX(nextblob_box.height(), blob_box.height()); + + if (xoverlap && yoverlap && widthR > kWidthR && heightR > kHeightR) { + // Found one, set nextblob type and recompute blob_box. + found = true; + nextblob->set_special_text_type(BSTT_SKIP); + blob_box += nextblob_box; + } + } + if (found) { + blob->set_special_text_type(BSTT_SKIP); + } + } + } + + int EquationDetect::FindEquationParts( + ColPartitionGrid* part_grid, ColPartitionSet** best_columns) { + if (!lang_tesseract_) { + tprintf("Warning: lang_tesseract_ is NULL!\n"); + return -1; + } + if (!part_grid || !best_columns) { + tprintf("part_grid/best_columns is NULL!!\n"); + return -1; + } + cp_seeds_.clear(); + part_grid_ = part_grid; + best_columns_ = best_columns; + resolution_ = lang_tesseract_->source_resolution(); + STRING outfile; + page_count_++; + + if (equationdetect_save_bi_image) { + GetOutputTiffName("_bi", &outfile); + pixWrite(outfile.string(), lang_tesseract_->pix_binary(), IFF_TIFF_G4); + } + + // Pass 0: Compute special text type for blobs. + IdentifySpecialText(); + + // Pass 1: Merge parts by overlap. + MergePartsByLocation(); + + // Pass 2: compute the math blob density and find the seed partition. + IdentifySeedParts(); + // We still need separate seed into block seed and inline seed partition. + IdentifyInlineParts(); + + if (equationdetect_save_seed_image) { + GetOutputTiffName("_seed", &outfile); + PaintColParts(outfile); + } + + // Pass 3: expand block equation seeds. + while (!cp_seeds_.empty()) { + GenericVector seeds_expanded; + for (int i = 0; i < cp_seeds_.size(); ++i) { + if (ExpandSeed(cp_seeds_[i])) { + // If this seed is expanded, then we add it into seeds_expanded. Note + // this seed has been removed from part_grid_ if it is expanded. + seeds_expanded.push_back(cp_seeds_[i]); + } + } + // Add seeds_expanded back into part_grid_ and reset cp_seeds_. + for (int i = 0; i < seeds_expanded.size(); ++i) { + InsertPartAfterAbsorb(seeds_expanded[i]); + } + cp_seeds_ = seeds_expanded; + } + + // Pass 4: find math block satellite text partitions and merge them. + ProcessMathBlockSatelliteParts(); + + if (equationdetect_save_merged_image) { // For debug. + GetOutputTiffName("_merged", &outfile); + PaintColParts(outfile); + } + + return 0; + } + + void EquationDetect::MergePartsByLocation() { + while (true) { + ColPartition* part = NULL; + // partitions that have been updated. + GenericVector parts_updated; + ColPartitionGridSearch gsearch(part_grid_); + gsearch.StartFullSearch(); + while ((part = gsearch.NextFullSearch()) != NULL) { + if (!IsTextOrEquationType(part->type())) { + continue; + } + GenericVector parts_to_merge; + SearchByOverlap(part, &parts_to_merge); + if (parts_to_merge.empty()) { + continue; + } + + // Merge parts_to_merge with part, and remove them from part_grid_. + part_grid_->RemoveBBox(part); + for (int i = 0; i < parts_to_merge.size(); ++i) { + ASSERT_HOST(parts_to_merge[i] != NULL && parts_to_merge[i] != part); + part->Absorb(parts_to_merge[i], NULL); + } + gsearch.RepositionIterator(); + + parts_updated.push_back(part); + } + + if (parts_updated.empty()) { // Exit the loop + break; + } + + // Re-insert parts_updated into part_grid_. + for (int i = 0; i < parts_updated.size(); ++i) { + InsertPartAfterAbsorb(parts_updated[i]); + } + } + } + + void EquationDetect::SearchByOverlap( + ColPartition* seed, + GenericVector* parts_overlap) { + ASSERT_HOST(seed != NULL && parts_overlap != NULL); + if (!IsTextOrEquationType(seed->type())) { + return; + } + ColPartitionGridSearch search(part_grid_); + const TBOX& seed_box(seed->bounding_box()); + const int kRadNeighborCells = 30; + search.StartRadSearch((seed_box.left() + seed_box.right()) / 2, + (seed_box.top() + seed_box.bottom()) / 2, + kRadNeighborCells); + search.SetUniqueMode(true); + + // Search iteratively. + ColPartition *part; + GenericVector parts; + const float kLargeOverlapTh = 0.95; + const float kEquXOverlap = 0.4, kEquYOverlap = 0.5; + while ((part = search.NextRadSearch()) != NULL) { + if (part == seed || !IsTextOrEquationType(part->type())) { + continue; + } + const TBOX& part_box(part->bounding_box()); + bool merge = false; + + float x_overlap_fraction = part_box.x_overlap_fraction(seed_box), + y_overlap_fraction = part_box.y_overlap_fraction(seed_box); + + // If part is large overlapped with seed, then set merge to true. + if (x_overlap_fraction >= kLargeOverlapTh && + y_overlap_fraction >= kLargeOverlapTh) { + merge = true; + } + else if (seed->type() == PT_EQUATION && + IsTextOrEquationType(part->type())) { + if ((x_overlap_fraction > kEquXOverlap && y_overlap_fraction > 0.0) || + (x_overlap_fraction > 0.0 && y_overlap_fraction > kEquYOverlap)) { + merge = true; + } + } + + if (merge) { // Remove the part from search and put it into parts. + search.RemoveBBox(); + parts_overlap->push_back(part); + } + } + } + + void EquationDetect::InsertPartAfterAbsorb(ColPartition* part) { + ASSERT_HOST(part); + + // Before insert part back into part_grid_, we will need re-compute some + // of its attributes such as first_column_, last_column_. However, we still + // want to preserve its type. + BlobTextFlowType flow_type = part->flow(); + PolyBlockType part_type = part->type(); + BlobRegionType blob_type = part->blob_type(); + + // Call SetPartitionType to re-compute the attributes of part. + const TBOX& part_box(part->bounding_box()); + int grid_x, grid_y; + part_grid_->GridCoords( + part_box.left(), part_box.bottom(), &grid_x, &grid_y); + part->SetPartitionType(resolution_, best_columns_[grid_y]); + + // Reset the types back. + part->set_type(part_type); + part->set_blob_type(blob_type); + part->set_flow(flow_type); + part->SetBlobTypes(); + + // Insert into part_grid_. + part_grid_->InsertBBox(true, true, part); + } + + void EquationDetect::IdentifySeedParts() { + ColPartitionGridSearch gsearch(part_grid_); + ColPartition *part = NULL; + gsearch.StartFullSearch(); + + GenericVector seeds1, seeds2; + // The left coordinates of indented text partitions. + GenericVector indented_texts_left; + // The foreground density of text partitions. + GenericVector texts_foreground_density; + while ((part = gsearch.NextFullSearch()) != NULL) { + if (!IsTextOrEquationType(part->type())) { + continue; + } + part->ComputeSpecialBlobsDensity(); + bool blobs_check = CheckSeedBlobsCount(part); + const int kTextBlobsTh = 20; + + if (CheckSeedDensity(kMathDigitDensityTh1, kMathDigitDensityTh2, part) && + blobs_check) { + // Passed high density threshold test, save into seeds1. + seeds1.push_back(part); + } + else { + IndentType indent = IsIndented(part); + if (IsLeftIndented(indent) && blobs_check && + CheckSeedDensity(kMathDigitDensityTh2, kMathDigitDensityTh2, part)) { + // Passed low density threshold test and is indented, save into seeds2. + seeds2.push_back(part); + } + else if (!IsRightIndented(indent) && + part->boxes_count() > kTextBlobsTh) { + // This is likely to be a text part, save the features. + const TBOX&box = part->bounding_box(); + if (IsLeftIndented(indent)) { + indented_texts_left.push_back(box.left()); + } + texts_foreground_density.push_back(ComputeForegroundDensity(box)); + } + } + } + + // Sort the features collected from text regions. + indented_texts_left.sort(); + texts_foreground_density.sort(); + float foreground_density_th = 0.15; // Default value. + if (!texts_foreground_density.empty()) { + // Use the median of the texts_foreground_density. + foreground_density_th = 0.8 * texts_foreground_density[ + texts_foreground_density.size() / 2]; + } + + for (int i = 0; i < seeds1.size(); ++i) { + const TBOX& box = seeds1[i]->bounding_box(); + if (CheckSeedFgDensity(foreground_density_th, seeds1[i]) && + !(IsLeftIndented(IsIndented(seeds1[i])) && + CountAlignment(indented_texts_left, box.left()) >= + kLeftIndentAlignmentCountTh)) { + // Mark as PT_EQUATION type. + seeds1[i]->set_type(PT_EQUATION); + cp_seeds_.push_back(seeds1[i]); + } + else { // Mark as PT_INLINE_EQUATION type. + seeds1[i]->set_type(PT_INLINE_EQUATION); + } + } + + for (int i = 0; i < seeds2.size(); ++i) { + if (CheckForSeed2(indented_texts_left, foreground_density_th, seeds2[i])) { + seeds2[i]->set_type(PT_EQUATION); + cp_seeds_.push_back(seeds2[i]); + } + } + } + + float EquationDetect::ComputeForegroundDensity(const TBOX& tbox) { + Pix *pix_bi = lang_tesseract_->pix_binary(); + int pix_height = pixGetHeight(pix_bi); + Box* box = boxCreate(tbox.left(), pix_height - tbox.top(), + tbox.width(), tbox.height()); + Pix *pix_sub = pixClipRectangle(pix_bi, box, NULL); + l_float32 fract; + pixForegroundFraction(pix_sub, &fract); + pixDestroy(&pix_sub); + boxDestroy(&box); + + return fract; + } + + bool EquationDetect::CheckSeedFgDensity(const float density_th, + ColPartition* part) { + ASSERT_HOST(part); + + // Split part horizontall, and check for each sub part. + GenericVector sub_boxes; + SplitCPHorLite(part, &sub_boxes); + float parts_passed = 0.0; + for (int i = 0; i < sub_boxes.size(); ++i) { + float density = ComputeForegroundDensity(sub_boxes[i]); + if (density < density_th) { + parts_passed++; + } + } + + // If most sub parts passed, then we return true. + const float kSeedPartRatioTh = 0.3; + bool retval = (parts_passed / sub_boxes.size() >= kSeedPartRatioTh); + + return retval; + } + + void EquationDetect::SplitCPHor(ColPartition* part, + GenericVector* parts_splitted) { + ASSERT_HOST(part && parts_splitted); + if (part->median_width() == 0 || part->boxes_count() == 0) { + return; + } + + // Make a copy of part, and reset parts_splitted. + ColPartition* right_part = part->CopyButDontOwnBlobs(); + parts_splitted->delete_data_pointers(); + parts_splitted->clear(); + + const double kThreshold = part->median_width() * 3.0; + bool found_split = true; + while (found_split) { + found_split = false; + BLOBNBOX_C_IT box_it(right_part->boxes()); + // Blobs are sorted left side first. If blobs overlap, + // the previous blob may have a "more right" right side. + // Account for this by always keeping the largest "right" + // so far. + int previous_right = MIN_INT32; + + // Look for the next split in the partition. + for (box_it.mark_cycle_pt(); !box_it.cycled_list(); box_it.forward()) { + const TBOX& box = box_it.data()->bounding_box(); + if (previous_right != MIN_INT32 && + box.left() - previous_right > kThreshold) { + // We have a split position. Split the partition in two pieces. + // Insert the left piece in the grid and keep processing the right. + int mid_x = (box.left() + previous_right) / 2; + ColPartition* left_part = right_part; + right_part = left_part->SplitAt(mid_x); + + parts_splitted->push_back(left_part); + left_part->ComputeSpecialBlobsDensity(); + found_split = true; + break; + } + + // The right side of the previous blobs. + previous_right = MAX(previous_right, box.right()); + } + } + + // Add the last piece. + right_part->ComputeSpecialBlobsDensity(); + parts_splitted->push_back(right_part); + } + + void EquationDetect::SplitCPHorLite(ColPartition* part, + GenericVector* splitted_boxes) { + ASSERT_HOST(part && splitted_boxes); + splitted_boxes->clear(); + if (part->median_width() == 0) { + return; + } + + const double kThreshold = part->median_width() * 3.0; + + // Blobs are sorted left side first. If blobs overlap, + // the previous blob may have a "more right" right side. + // Account for this by always keeping the largest "right" + // so far. + TBOX union_box; + int previous_right = MIN_INT32; + BLOBNBOX_C_IT box_it(part->boxes()); + for (box_it.mark_cycle_pt(); !box_it.cycled_list(); box_it.forward()) { + const TBOX& box = box_it.data()->bounding_box(); + if (previous_right != MIN_INT32 && + box.left() - previous_right > kThreshold) { + // We have a split position. + splitted_boxes->push_back(union_box); + previous_right = MIN_INT32; + } + if (previous_right == MIN_INT32) { + union_box = box; + } + else { + union_box += box; + } + // The right side of the previous blobs. + previous_right = MAX(previous_right, box.right()); + } + + // Add the last piece. + if (previous_right != MIN_INT32) { + splitted_boxes->push_back(union_box); + } + } + + bool EquationDetect::CheckForSeed2( + const GenericVector& indented_texts_left, + const float foreground_density_th, + ColPartition* part) { + ASSERT_HOST(part); + const TBOX& box = part->bounding_box(); + + // Check if it is aligned with any indented_texts_left. + if (!indented_texts_left.empty() && + CountAlignment(indented_texts_left, box.left()) >= + kLeftIndentAlignmentCountTh) { + return false; + } + + // Check the foreground density. + if (ComputeForegroundDensity(box) > foreground_density_th) { + return false; + } + + return true; + } + + int EquationDetect::CountAlignment( + const GenericVector& sorted_vec, const int val) const { + if (sorted_vec.empty()) { + return 0; + } + const int kDistTh = static_cast(roundf(0.03 * resolution_)); + int pos = sorted_vec.binary_search(val), count = 0; + + // Search left side. + int index = pos; + while (index >= 0 && abs(val - sorted_vec[index--]) < kDistTh) { + count++; + } + + // Search right side. + index = pos + 1; + while (index < sorted_vec.size() && sorted_vec[index++] - val < kDistTh) { + count++; + } + + return count; + } + + void EquationDetect::IdentifyInlineParts() { + ComputeCPsSuperBBox(); + IdentifyInlinePartsHorizontal(); + int textparts_linespacing = EstimateTextPartLineSpacing(); + IdentifyInlinePartsVertical(true, textparts_linespacing); + IdentifyInlinePartsVertical(false, textparts_linespacing); + } + + void EquationDetect::ComputeCPsSuperBBox() { + ColPartitionGridSearch gsearch(part_grid_); + ColPartition *part = NULL; + gsearch.StartFullSearch(); + if (cps_super_bbox_) { + delete cps_super_bbox_; + } + cps_super_bbox_ = new TBOX(); + while ((part = gsearch.NextFullSearch()) != NULL) { + (*cps_super_bbox_) += part->bounding_box(); + } + } + + void EquationDetect::IdentifyInlinePartsHorizontal() { + ASSERT_HOST(cps_super_bbox_); + GenericVector new_seeds; + const int kMarginDiffTh = IntCastRounded( + 0.5 * lang_tesseract_->source_resolution()); + const int kGapTh = static_cast(roundf( + 1.0 * lang_tesseract_->source_resolution())); + ColPartitionGridSearch search(part_grid_); + search.SetUniqueMode(true); + // The center x coordinate of the cp_super_bbox_. + int cps_cx = cps_super_bbox_->left() + cps_super_bbox_->width() / 2; + for (int i = 0; i < cp_seeds_.size(); ++i) { + ColPartition* part = cp_seeds_[i]; + const TBOX& part_box(part->bounding_box()); + int left_margin = part_box.left() - cps_super_bbox_->left(), + right_margin = cps_super_bbox_->right() - part_box.right(); + bool right_to_left; + if (left_margin + kMarginDiffTh < right_margin && + left_margin < kMarginDiffTh) { + // part is left aligned, so we search if it has any right neighbor. + search.StartSideSearch( + part_box.right(), part_box.top(), part_box.bottom()); + right_to_left = false; + } + else if (left_margin > cps_cx) { + // part locates on the right half on image, so search if it has any left + // neighbor. + search.StartSideSearch( + part_box.left(), part_box.top(), part_box.bottom()); + right_to_left = true; + } + else { // part is not an inline equation. + new_seeds.push_back(part); + continue; + } + ColPartition* neighbor = NULL; + bool side_neighbor_found = false; + while ((neighbor = search.NextSideSearch(right_to_left)) != NULL) { + const TBOX& neighbor_box(neighbor->bounding_box()); + if (!IsTextOrEquationType(neighbor->type()) || + part_box.x_gap(neighbor_box) > kGapTh || + !part_box.major_y_overlap(neighbor_box) || + part_box.major_x_overlap(neighbor_box)) { + continue; + } + // We have found one. Set the side_neighbor_found flag. + side_neighbor_found = true; + break; + } + if (!side_neighbor_found) { // Mark part as PT_INLINE_EQUATION. + part->set_type(PT_INLINE_EQUATION); + } + else { + // Check the geometric feature of neighbor. + const TBOX& neighbor_box(neighbor->bounding_box()); + if (neighbor_box.width() > part_box.width() && + neighbor->type() != PT_EQUATION) { // Mark as PT_INLINE_EQUATION. + part->set_type(PT_INLINE_EQUATION); + } + else { // part is not an inline equation type. + new_seeds.push_back(part); + } + } + } + + // Reset the cp_seeds_ using the new_seeds. + cp_seeds_ = new_seeds; + } + + int EquationDetect::EstimateTextPartLineSpacing() { + ColPartitionGridSearch gsearch(part_grid_); + + // Get the y gap between text partitions; + ColPartition *current = NULL, *prev = NULL; + gsearch.StartFullSearch(); + GenericVector ygaps; + while ((current = gsearch.NextFullSearch()) != NULL) { + if (!PTIsTextType(current->type())) { + continue; + } + if (prev != NULL) { + const TBOX ¤t_box = current->bounding_box(); + const TBOX &prev_box = prev->bounding_box(); + // prev and current should be x major overlap and non y overlap. + if (current_box.major_x_overlap(prev_box) && + !current_box.y_overlap(prev_box)) { + int gap = current_box.y_gap(prev_box); + if (gap < MIN(current_box.height(), prev_box.height())) { + // The gap should be smaller than the height of the bounding boxes. + ygaps.push_back(gap); + } + } + } + prev = current; + } + + if (ygaps.size() < 8) { // We do not have enough data. + return -1; + } + + // Compute the line spacing from ygaps: use the mean of the first half. + ygaps.sort(); + int spacing = 0, count; + for (count = 0; count < ygaps.size() / 2; count++) { + spacing += ygaps[count]; + } + return spacing / count; + } + + void EquationDetect::IdentifyInlinePartsVertical( + const bool top_to_bottom, const int textparts_linespacing) { + if (cp_seeds_.empty()) { + return; + } + + // Sort cp_seeds_. + if (top_to_bottom) { // From top to bottom. + cp_seeds_.sort(&SortCPByTopReverse); + } + else { // From bottom to top. + cp_seeds_.sort(&SortCPByBottom); + } + + GenericVector new_seeds; + for (int i = 0; i < cp_seeds_.size(); ++i) { + ColPartition* part = cp_seeds_[i]; + // If we sort cp_seeds_ from top to bottom, then for each cp_seeds_, we look + // for its top neighbors, so that if two/more inline regions are connected + // to each other, then we will identify the top one, and then use it to + // identify the bottom one. + if (IsInline(!top_to_bottom, textparts_linespacing, part)) { + part->set_type(PT_INLINE_EQUATION); + } + else { + new_seeds.push_back(part); + } + } + cp_seeds_ = new_seeds; + } + + bool EquationDetect::IsInline(const bool search_bottom, + const int textparts_linespacing, + ColPartition* part) { + ASSERT_HOST(part != NULL); + // Look for its nearest vertical neighbor that hardly overlaps in y but + // largely overlaps in x. + ColPartitionGridSearch search(part_grid_); + ColPartition *neighbor = NULL; + const TBOX& part_box(part->bounding_box()); + const float kYGapRatioTh = 1.0; + + if (search_bottom) { + search.StartVerticalSearch(part_box.left(), part_box.right(), + part_box.bottom()); + } + else { + search.StartVerticalSearch(part_box.left(), part_box.right(), + part_box.top()); + } + search.SetUniqueMode(true); + while ((neighbor = search.NextVerticalSearch(search_bottom)) != NULL) { + const TBOX& neighbor_box(neighbor->bounding_box()); + if (part_box.y_gap(neighbor_box) > kYGapRatioTh * + MIN(part_box.height(), neighbor_box.height())) { + // Finished searching. + break; + } + if (!PTIsTextType(neighbor->type())) { + continue; + } + + // Check if neighbor and part is inline similar. + const float kHeightRatioTh = 0.5; + const int kYGapTh = textparts_linespacing > 0 ? + textparts_linespacing + static_cast(roundf(0.02 * resolution_)) : + static_cast(roundf(0.05 * resolution_)); // Default value. + if (part_box.x_overlap(neighbor_box) && // Location feature. + part_box.y_gap(neighbor_box) <= kYGapTh && // Line spacing. + // Geo feature. + static_cast(MIN(part_box.height(), neighbor_box.height())) / + MAX(part_box.height(), neighbor_box.height()) > kHeightRatioTh) { + return true; + } + } + + return false; + } + + bool EquationDetect::CheckSeedBlobsCount(ColPartition* part) { + if (!part) { + return false; + } + const int kSeedMathBlobsCount = 2; + const int kSeedMathDigitBlobsCount = 5; + + int blobs = part->boxes_count(), + math_blobs = part->SpecialBlobsCount(BSTT_MATH), + digit_blobs = part->SpecialBlobsCount(BSTT_DIGIT); + if (blobs < kSeedBlobsCountTh || math_blobs <= kSeedMathBlobsCount || + math_blobs + digit_blobs <= kSeedMathDigitBlobsCount) { + return false; + } + + return true; + } + + bool EquationDetect::CheckSeedDensity( + const float math_density_high, + const float math_density_low, + const ColPartition* part) const { + ASSERT_HOST(part); + float math_digit_density = part->SpecialBlobsDensity(BSTT_MATH) + + part->SpecialBlobsDensity(BSTT_DIGIT); + float italic_density = part->SpecialBlobsDensity(BSTT_ITALIC); + if (math_digit_density > math_density_high) { + return true; + } + if (math_digit_density + italic_density > kMathItalicDensityTh && + math_digit_density > math_density_low) { + return true; + } + + return false; + } + + EquationDetect::IndentType EquationDetect::IsIndented(ColPartition* part) { + ASSERT_HOST(part); + + ColPartitionGridSearch search(part_grid_); + ColPartition *neighbor = NULL; + const TBOX& part_box(part->bounding_box()); + const int kXGapTh = static_cast(roundf(0.5 * resolution_)); + const int kRadiusTh = static_cast(roundf(3.0 * resolution_)); + const int kYGapTh = static_cast(roundf(0.5 * resolution_)); + + // Here we use a simple approximation algorithm: from the center of part, We + // perform the radius search, and check if we can find a neighboring parition + // that locates on the top/bottom left of part. + search.StartRadSearch((part_box.left() + part_box.right()) / 2, + (part_box.top() + part_box.bottom()) / 2, kRadiusTh); + search.SetUniqueMode(true); + bool left_indented = false, right_indented = false; + while ((neighbor = search.NextRadSearch()) != NULL && + (!left_indented || !right_indented)) { + if (neighbor == part) { + continue; + } + const TBOX& neighbor_box(neighbor->bounding_box()); + + if (part_box.major_y_overlap(neighbor_box) && + part_box.x_gap(neighbor_box) < kXGapTh) { + // When this happens, it is likely part is a fragment of an + // over-segmented colpartition. So we return false. + return NO_INDENT; + } + + if (!IsTextOrEquationType(neighbor->type())) { + continue; + } + + // The neighbor should be above/below part, and overlap in x direction. + if (!part_box.x_overlap(neighbor_box) || part_box.y_overlap(neighbor_box)) { + continue; + } + + if (part_box.y_gap(neighbor_box) < kYGapTh) { + int left_gap = part_box.left() - neighbor_box.left(); + int right_gap = neighbor_box.right() - part_box.right(); + if (left_gap > kXGapTh) { + left_indented = true; + } + if (right_gap > kXGapTh) { + right_indented = true; + } + } + } + + if (left_indented && right_indented) { + return BOTH_INDENT; + } + if (left_indented) { + return LEFT_INDENT; + } + if (right_indented) { + return RIGHT_INDENT; + } + return NO_INDENT; + } + + bool EquationDetect::ExpandSeed(ColPartition* seed) { + if (seed == NULL || // This seed has been absorbed by other seeds. + seed->IsVerticalType()) { // We skip vertical type right now. + return false; + } + + // Expand in four directions. + GenericVector parts_to_merge; + ExpandSeedHorizontal(true, seed, &parts_to_merge); + ExpandSeedHorizontal(false, seed, &parts_to_merge); + ExpandSeedVertical(true, seed, &parts_to_merge); + ExpandSeedVertical(false, seed, &parts_to_merge); + SearchByOverlap(seed, &parts_to_merge); + + if (parts_to_merge.empty()) { // We don't find any partition to merge. + return false; + } + + // Merge all partitions in parts_to_merge with seed. We first remove seed + // from part_grid_ as its bounding box is going to expand. Then we add it + // back after it aborbs all parts_to_merge parititions. + part_grid_->RemoveBBox(seed); + for (int i = 0; i < parts_to_merge.size(); ++i) { + ColPartition* part = parts_to_merge[i]; + if (part->type() == PT_EQUATION) { + // If part is in cp_seeds_, then we mark it as NULL so that we won't + // process it again. + for (int j = 0; j < cp_seeds_.size(); ++j) { + if (part == cp_seeds_[j]) { + cp_seeds_[j] = NULL; + break; + } + } + } + + // part has already been removed from part_grid_ in function + // ExpandSeedHorizontal/ExpandSeedVertical. + seed->Absorb(part, NULL); + } + + return true; + } + + void EquationDetect::ExpandSeedHorizontal( + const bool search_left, + ColPartition* seed, + GenericVector* parts_to_merge) { + ASSERT_HOST(seed != NULL && parts_to_merge != NULL); + const float kYOverlapTh = 0.6; + const int kXGapTh = static_cast(roundf(0.2 * resolution_)); + + ColPartitionGridSearch search(part_grid_); + const TBOX& seed_box(seed->bounding_box()); + int x = search_left ? seed_box.left() : seed_box.right(); + search.StartSideSearch(x, seed_box.bottom(), seed_box.top()); + search.SetUniqueMode(true); + + // Search iteratively. + ColPartition *part = NULL; + while ((part = search.NextSideSearch(search_left)) != NULL) { + if (part == seed) { + continue; + } + const TBOX& part_box(part->bounding_box()); + if (part_box.x_gap(seed_box) > kXGapTh) { // Out of scope. + break; + } + + // Check part location. + if ((part_box.left() >= seed_box.left() && search_left) || + (part_box.right() <= seed_box.right() && !search_left)) { + continue; + } + + if (part->type() != PT_EQUATION) { // Non-equation type. + // Skip PT_LINLINE_EQUATION and non text type. + if (part->type() == PT_INLINE_EQUATION || + (!IsTextOrEquationType(part->type()) && + part->blob_type() != BRT_HLINE)) { + continue; + } + // For other types, it should be the near small neighbor of seed. + if (!IsNearSmallNeighbor(seed_box, part_box) || + !CheckSeedNeighborDensity(part)) { + continue; + } + } + else { // Equation type, check the y overlap. + if (part_box.y_overlap_fraction(seed_box) < kYOverlapTh && + seed_box.y_overlap_fraction(part_box) < kYOverlapTh) { + continue; + } + } + + // Passed the check, delete it from search and add into parts_to_merge. + search.RemoveBBox(); + parts_to_merge->push_back(part); + } + } + + void EquationDetect::ExpandSeedVertical( + const bool search_bottom, + ColPartition* seed, + GenericVector* parts_to_merge) { + ASSERT_HOST(seed != NULL && parts_to_merge != NULL && + cps_super_bbox_ != NULL); + const float kXOverlapTh = 0.4; + const int kYGapTh = static_cast(roundf(0.2 * resolution_)); + + ColPartitionGridSearch search(part_grid_); + const TBOX& seed_box(seed->bounding_box()); + int y = search_bottom ? seed_box.bottom() : seed_box.top(); + search.StartVerticalSearch( + cps_super_bbox_->left(), cps_super_bbox_->right(), y); + search.SetUniqueMode(true); + + // Search iteratively. + ColPartition *part = NULL; + GenericVector parts; + int skipped_min_top = INT_MAX, skipped_max_bottom = -1; + while ((part = search.NextVerticalSearch(search_bottom)) != NULL) { + if (part == seed) { + continue; + } + const TBOX& part_box(part->bounding_box()); + + if (part_box.y_gap(seed_box) > kYGapTh) { // Out of scope. + break; + } + + // Check part location. + if ((part_box.bottom() >= seed_box.bottom() && search_bottom) || + (part_box.top() <= seed_box.top() && !search_bottom)) { + continue; + } + + bool skip_part = false; + if (part->type() != PT_EQUATION) { // Non-equation type. + // Skip PT_LINLINE_EQUATION and non text type. + if (part->type() == PT_INLINE_EQUATION || + (!IsTextOrEquationType(part->type()) && + part->blob_type() != BRT_HLINE)) { + skip_part = true; + } + else if (!IsNearSmallNeighbor(seed_box, part_box) || + !CheckSeedNeighborDensity(part)) { + // For other types, it should be the near small neighbor of seed. + skip_part = true; + } + } + else { // Equation type, check the x overlap. + if (part_box.x_overlap_fraction(seed_box) < kXOverlapTh && + seed_box.x_overlap_fraction(part_box) < kXOverlapTh) { + skip_part = true; + } + } + if (skip_part) { + if (part->type() != PT_EQUATION) { + if (skipped_min_top > part_box.top()) { + skipped_min_top = part_box.top(); + } + if (skipped_max_bottom < part_box.bottom()) { + skipped_max_bottom = part_box.bottom(); + } + } + } + else { + parts.push_back(part); + } + } + + // For every part in parts, we need verify it is not above skipped_min_top + // when search top, or not below skipped_max_bottom when search bottom. I.e., + // we will skip a part if it looks like: + // search bottom | search top + // seed: ****************** | part: ********** + // skipped: xxx | skipped: xxx + // part: ********** | seed: *********** + for (int i = 0; i < parts.size(); i++) { + const TBOX& part_box(parts[i]->bounding_box()); + if ((search_bottom && part_box.top() <= skipped_max_bottom) || + (!search_bottom && part_box.bottom() >= skipped_min_top)) { + continue; + } + // Add parts[i] into parts_to_merge, and delete it from part_grid_. + parts_to_merge->push_back(parts[i]); + part_grid_->RemoveBBox(parts[i]); + } + } + + bool EquationDetect::IsNearSmallNeighbor(const TBOX& seed_box, + const TBOX& part_box) const { + const int kXGapTh = static_cast(roundf(0.25 * resolution_)); + const int kYGapTh = static_cast(roundf(0.05 * resolution_)); + + // Check geometric feature. + if (part_box.height() > seed_box.height() || + part_box.width() > seed_box.width()) { + return false; + } + + // Check overlap and distance. + if ((!part_box.major_x_overlap(seed_box) || + part_box.y_gap(seed_box) > kYGapTh) && + (!part_box.major_y_overlap(seed_box) || + part_box.x_gap(seed_box) > kXGapTh)) { + return false; + } + + return true; + } + + bool EquationDetect::CheckSeedNeighborDensity(const ColPartition* part) const { + ASSERT_HOST(part); + if (part->boxes_count() < kSeedBlobsCountTh) { + // Too few blobs, skip the check. + return true; + } + + // We check the math blobs density and the unclear blobs density. + if (part->SpecialBlobsDensity(BSTT_MATH) + + part->SpecialBlobsDensity(BSTT_DIGIT) > kMathDigitDensityTh1 || + part->SpecialBlobsDensity(BSTT_UNCLEAR) > kUnclearDensityTh) { + return true; + } + + return false; + } + + void EquationDetect::ProcessMathBlockSatelliteParts() { + // Iterate over part_grid_, and find all parts that are text type but not + // equation type. + ColPartition *part = NULL; + GenericVector text_parts; + ColPartitionGridSearch gsearch(part_grid_); + gsearch.StartFullSearch(); + while ((part = gsearch.NextFullSearch()) != NULL) { + if (part->type() == PT_FLOWING_TEXT || part->type() == PT_HEADING_TEXT) { + text_parts.push_back(part); + } + } + if (text_parts.empty()) { + return; + } + + // Compute the medium height of the text_parts. + text_parts.sort(&SortCPByHeight); + const TBOX& text_box = text_parts[text_parts.size() / 2]->bounding_box(); + int med_height = text_box.height(); + if (text_parts.size() % 2 == 0 && text_parts.size() > 1) { + const TBOX& text_box = + text_parts[text_parts.size() / 2 - 1]->bounding_box(); + med_height = static_cast(roundf( + 0.5 * (text_box.height() + med_height))); + } + + // Iterate every text_parts and check if it is a math block satellite. + for (int i = 0; i < text_parts.size(); ++i) { + const TBOX& text_box(text_parts[i]->bounding_box()); + if (text_box.height() > med_height) { + continue; + } + GenericVector math_blocks; + if (!IsMathBlockSatellite(text_parts[i], &math_blocks)) { + continue; + } + + // Found. merge text_parts[i] with math_blocks. + part_grid_->RemoveBBox(text_parts[i]); + text_parts[i]->set_type(PT_EQUATION); + for (int j = 0; j < math_blocks.size(); ++j) { + part_grid_->RemoveBBox(math_blocks[j]); + text_parts[i]->Absorb(math_blocks[j], NULL); + } + InsertPartAfterAbsorb(text_parts[i]); + } + } + + bool EquationDetect::IsMathBlockSatellite( + ColPartition* part, GenericVector* math_blocks) { + ASSERT_HOST(part != NULL && math_blocks != NULL); + math_blocks->clear(); + const TBOX& part_box(part->bounding_box()); + // Find the top/bottom nearest neighbor of part. + ColPartition *neighbors[2]; + int y_gaps[2] = { INT_MAX, INT_MAX }; + // The horizontal boundary of the neighbors. + int neighbors_left = INT_MAX, neighbors_right = 0; + for (int i = 0; i < 2; ++i) { + neighbors[i] = SearchNNVertical(i != 0, part); + if (neighbors[i]) { + const TBOX& neighbor_box = neighbors[i]->bounding_box(); + y_gaps[i] = neighbor_box.y_gap(part_box); + if (neighbor_box.left() < neighbors_left) { + neighbors_left = neighbor_box.left(); + } + if (neighbor_box.right() > neighbors_right) { + neighbors_right = neighbor_box.right(); + } + } + } + if (neighbors[0] == neighbors[1]) { + // This happens when part is inside neighbor. + neighbors[1] = NULL; + y_gaps[1] = INT_MAX; + } + + // Check if part is within [neighbors_left, neighbors_right]. + if (part_box.left() < neighbors_left || part_box.right() > neighbors_right) { + return false; + } + + // Get the index of the near one in neighbors. + int index = y_gaps[0] < y_gaps[1] ? 0 : 1; + + // Check the near one. + if (IsNearMathNeighbor(y_gaps[index], neighbors[index])) { + math_blocks->push_back(neighbors[index]); + } + else { + // If the near one failed the check, then we skip checking the far one. + return false; + } + + // Check the far one. + index = 1 - index; + if (IsNearMathNeighbor(y_gaps[index], neighbors[index])) { + math_blocks->push_back(neighbors[index]); + } + + return true; + } + + ColPartition* EquationDetect::SearchNNVertical( + const bool search_bottom, const ColPartition* part) { + ASSERT_HOST(part); + ColPartition *nearest_neighbor = NULL, *neighbor = NULL; + const int kYGapTh = static_cast(roundf(resolution_ * 0.5)); + + ColPartitionGridSearch search(part_grid_); + search.SetUniqueMode(true); + const TBOX& part_box(part->bounding_box()); + int y = search_bottom ? part_box.bottom() : part_box.top(); + search.StartVerticalSearch(part_box.left(), part_box.right(), y); + int min_y_gap = INT_MAX; + while ((neighbor = search.NextVerticalSearch(search_bottom)) != NULL) { + if (neighbor == part || !IsTextOrEquationType(neighbor->type())) { + continue; + } + const TBOX& neighbor_box(neighbor->bounding_box()); + int y_gap = neighbor_box.y_gap(part_box); + if (y_gap > kYGapTh) { // Out of scope. + break; + } + if (!neighbor_box.major_x_overlap(part_box) || + (search_bottom && neighbor_box.bottom() > part_box.bottom()) || + (!search_bottom && neighbor_box.top() < part_box.top())) { + continue; + } + if (y_gap < min_y_gap) { + min_y_gap = y_gap; + nearest_neighbor = neighbor; + } + } + + return nearest_neighbor; + } + + bool EquationDetect::IsNearMathNeighbor( + const int y_gap, const ColPartition *neighbor) const { + if (!neighbor) { + return false; + } + const int kYGapTh = static_cast(roundf(resolution_ * 0.1)); + return neighbor->type() == PT_EQUATION && y_gap <= kYGapTh; + } + + void EquationDetect::GetOutputTiffName(const char* name, + STRING* image_name) const { + ASSERT_HOST(image_name && name); + char page[50]; + snprintf(page, sizeof(page), "%04d", page_count_); + *image_name = STRING(lang_tesseract_->imagebasename) + page + name + ".tif"; + } + + void EquationDetect::PaintSpecialTexts(const STRING& outfile) const { + Pix *pix = NULL, *pixBi = lang_tesseract_->pix_binary(); + pix = pixConvertTo32(pixBi); + ColPartitionGridSearch gsearch(part_grid_); + ColPartition* part = NULL; + gsearch.StartFullSearch(); + while ((part = gsearch.NextFullSearch()) != NULL) { + BLOBNBOX_C_IT blob_it(part->boxes()); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + RenderSpecialText(pix, blob_it.data()); + } + } + + pixWrite(outfile.string(), pix, IFF_TIFF_LZW); + pixDestroy(&pix); + } + + void EquationDetect::PaintColParts(const STRING& outfile) const { + Pix *pix = pixConvertTo32(lang_tesseract_->BestPix()); + ColPartitionGridSearch gsearch(part_grid_); + gsearch.StartFullSearch(); + ColPartition* part = NULL; + while ((part = gsearch.NextFullSearch()) != NULL) { + const TBOX& tbox = part->bounding_box(); + Box *box = boxCreate(tbox.left(), pixGetHeight(pix) - tbox.top(), + tbox.width(), tbox.height()); + if (part->type() == PT_EQUATION) { + pixRenderBoxArb(pix, box, 5, 255, 0, 0); + } + else if (part->type() == PT_INLINE_EQUATION) { + pixRenderBoxArb(pix, box, 5, 0, 255, 0); + } + else { + pixRenderBoxArb(pix, box, 5, 0, 0, 255); + } + boxDestroy(&box); + } + + pixWrite(outfile.string(), pix, IFF_TIFF_LZW); + pixDestroy(&pix); + } + + void EquationDetect::PrintSpecialBlobsDensity(const ColPartition* part) const { + ASSERT_HOST(part); + TBOX box(part->bounding_box()); + int h = pixGetHeight(lang_tesseract_->BestPix()); + tprintf("Printing special blobs density values for ColParition (t=%d,b=%d) ", + h - box.top(), h - box.bottom()); + box.print(); + tprintf("blobs count = %d, density = ", part->boxes_count()); + for (int i = 0; i < BSTT_COUNT; ++i) { + BlobSpecialTextType type = static_cast(i); + tprintf("%d:%f ", i, part->SpecialBlobsDensity(type)); + } + tprintf("\n"); + } + +}; // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/equationdetect.h b/3rdparty/hgOCR/include/ccmain/equationdetect.h new file mode 100644 index 00000000..6ffac15e --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/equationdetect.h @@ -0,0 +1,278 @@ +/////////////////////////////////////////////////////////////////////// +// File: equationdetect.h +// Description: The equation detection class that inherits equationdetectbase. +// Author: Zongyi (Joe) Liu (joeliu@google.com) +// Created: Fri Aug 31 11:13:01 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_EQUATIONDETECT_H__ +#define TESSERACT_CCMAIN_EQUATIONDETECT_H__ + +#include "blobbox.h" +#include "equationdetectbase.h" +#include "genericvector.h" +#include "tesseractclass.h" +#include "unichar.h" + +class BLOBNBOX; +class BLOB_CHOICE; +class BLOB_CHOICE_LIST; +class TO_BLOCK_LIST; +class TBOX; +class UNICHARSET; + +namespace tesseract { + + class Tesseract; + class ColPartition; + class ColPartitionGrid; + class ColPartitionSet; + + class EquationDetect : public EquationDetectBase { + public: + EquationDetect(const char* equ_datapath, + const char* equ_language); + ~EquationDetect(); + + enum IndentType { + NO_INDENT, + LEFT_INDENT, + RIGHT_INDENT, + BOTH_INDENT, + INDENT_TYPE_COUNT + }; + + // Reset the lang_tesseract_ pointer. This function should be called before we + // do any detector work. + void SetLangTesseract(Tesseract* lang_tesseract); + + // Iterate over the blobs inside to_block, and set the blobs that we want to + // process to BSTT_NONE. (By default, they should be BSTT_SKIP). The function + // returns 0 upon success. + int LabelSpecialText(TO_BLOCK* to_block); + + // Find possible equation partitions from part_grid. Should be called + // after the special_text_type of blobs are set. + // It returns 0 upon success. + int FindEquationParts(ColPartitionGrid* part_grid, + ColPartitionSet** best_columns); + + // Reset the resolution of the processing image. TEST only function. + void SetResolution(const int resolution); + + protected: + // Identify the special text type for one blob, and update its field. When + // height_th is set (> 0), we will label the blob as BSTT_NONE if its height + // is less than height_th. + void IdentifySpecialText(BLOBNBOX *blob, const int height_th); + + // Estimate the type for one unichar. + BlobSpecialTextType EstimateTypeForUnichar( + const UNICHARSET& unicharset, const UNICHAR_ID id) const; + + // Compute special text type for each blobs in part_grid_. + void IdentifySpecialText(); + + // Identify blobs that we want to skip during special blob type + // classification. + void IdentifyBlobsToSkip(ColPartition* part); + + // The ColPartitions in part_grid_ maybe over-segmented, particularly in the + // block equation regions. So we like to identify these partitions and merge + // them before we do the searching. + void MergePartsByLocation(); + + // Staring from the seed center, we do radius search. And for partitions that + // have large overlaps with seed, we remove them from part_grid_ and add into + // parts_overlap. Note: this function may update the part_grid_, so if the + // caller is also running ColPartitionGridSearch, use the RepositionIterator + // to continue. + void SearchByOverlap(ColPartition* seed, + GenericVector* parts_overlap); + + // Insert part back into part_grid_, after it absorbs some other parts. + void InsertPartAfterAbsorb(ColPartition* part); + + // Identify the colparitions in part_grid_, label them as PT_EQUATION, and + // save them into cp_seeds_. + void IdentifySeedParts(); + + // Check the blobs count for a seed region candidate. + bool CheckSeedBlobsCount(ColPartition* part); + + // Compute the foreground pixel density for a tbox area. + float ComputeForegroundDensity(const TBOX& tbox); + + // Check if part from seed2 label: with low math density and left indented. We + // are using two checks: + // 1. If its left is aligned with any coordinates in indented_texts_left, + // which we assume have been sorted. + // 2. If its foreground density is over foreground_density_th. + bool CheckForSeed2( + const GenericVector& indented_texts_left, + const float foreground_density_th, + ColPartition* part); + + // Count the number of values in sorted_vec that is close to val, used to + // check if a partition is aligned with text partitions. + int CountAlignment( + const GenericVector& sorted_vec, const int val) const; + + // Check for a seed candidate using the foreground pixel density. And we + // return true if the density is below a certain threshold, because characters + // in equation regions usually are apart with more white spaces. + bool CheckSeedFgDensity(const float density_th, ColPartition* part); + + // A light version of SplitCPHor: instead of really doing the part split, we + // simply compute the union bounding box of each splitted part. + void SplitCPHorLite(ColPartition* part, GenericVector* splitted_boxes); + + // Split the part (horizontally), and save the splitted result into + // parts_splitted. Note that it is caller's responsibility to release the + // memory owns by parts_splitted. On the other hand, the part is unchanged + // during this process and still owns the blobs, so do NOT call DeleteBoxes + // when freeing the colpartitions in parts_splitted. + void SplitCPHor(ColPartition* part, + GenericVector* parts_splitted); + + // Check the density for a seed candidate (part) using its math density and + // italic density, returns true if the check passed. + bool CheckSeedDensity(const float math_density_high, + const float math_density_low, + const ColPartition* part) const; + + // Check if part is indented. + IndentType IsIndented(ColPartition* part); + + // Identify inline partitions from cp_seeds_, and re-label them. + void IdentifyInlineParts(); + + // Comute the super bounding box for all colpartitions inside part_grid_. + void ComputeCPsSuperBBox(); + + // Identify inline partitions from cp_seeds_ using the horizontal search. + void IdentifyInlinePartsHorizontal(); + + // Estimate the line spacing between two text partitions. Returns -1 if not + // enough data. + int EstimateTextPartLineSpacing(); + + // Identify inline partitions from cp_seeds_ using vertical search. + void IdentifyInlinePartsVertical(const bool top_to_bottom, + const int textPartsLineSpacing); + + // Check if part is an inline equation zone. This should be called after we + // identified the seed regions. + bool IsInline(const bool search_bottom, + const int textPartsLineSpacing, + ColPartition* part); + + // For a given seed partition, we search the part_grid_ and see if there is + // any partition can be merged with it. It returns true if the seed has been + // expanded. + bool ExpandSeed(ColPartition* seed); + + // Starting from the seed position, we search the part_grid_ + // horizontally/vertically, find all parititions that can be + // merged with seed, remove them from part_grid_, and put them into + // parts_to_merge. + void ExpandSeedHorizontal(const bool search_left, + ColPartition* seed, + GenericVector* parts_to_merge); + void ExpandSeedVertical(const bool search_bottom, + ColPartition* seed, + GenericVector* parts_to_merge); + + // Check if a part_box is the small neighbor of seed_box. + bool IsNearSmallNeighbor(const TBOX& seed_box, + const TBOX& part_box) const; + + // Perform the density check for part, which we assume is nearing a seed + // partition. It returns true if the check passed. + bool CheckSeedNeighborDensity(const ColPartition* part) const; + + // After identify the math blocks, we do one more scanning on all text + // partitions, and check if any of them is the satellite of: + // math blocks: here a p is the satellite of q if: + // 1. q is the nearest vertical neighbor of p, and + // 2. y_gap(p, q) is less than a threshold, and + // 3. x_overlap(p, q) is over a threshold. + // Note that p can be the satellites of two blocks: its top neighbor and + // bottom neighbor. + void ProcessMathBlockSatelliteParts(); + + // Check if part is the satellite of one/two math blocks. If it is, we return + // true, and save the blocks into math_blocks. + bool IsMathBlockSatellite( + ColPartition* part, GenericVector* math_blocks); + + // Search the nearest neighbor of part in one vertical direction as defined in + // search_bottom. It returns the neighbor found that major x overlap with it, + // or NULL when not found. + ColPartition* SearchNNVertical(const bool search_bottom, + const ColPartition* part); + + // Check if the neighbor with vertical distance of y_gap is a near and math + // block partition. + bool IsNearMathNeighbor(const int y_gap, const ColPartition *neighbor) const; + + // Generate the tiff file name for output/debug file. + void GetOutputTiffName(const char* name, STRING* image_name) const; + + // Debugger function that renders ColPartitions on the input image, where: + // parts labeled as PT_EQUATION will be painted in red, PT_INLINE_EQUATION + // will be painted in green, and other parts will be painted in blue. + void PaintColParts(const STRING& outfile) const; + + // Debugger function that renders the blobs in part_grid_ over the input + // image. + void PaintSpecialTexts(const STRING& outfile) const; + + // Debugger function that print the math blobs density values for a + // ColPartition object. + void PrintSpecialBlobsDensity(const ColPartition* part) const; + + // The tesseract engine intialized from equation training data. + Tesseract equ_tesseract_; + + // The tesseract engine used for OCR. This pointer is passed in by the caller, + // so do NOT destroy it in this class. + Tesseract* lang_tesseract_; + + // The ColPartitionGrid that we are processing. This pointer is passed in from + // the caller, so do NOT destroy it in the class. + ColPartitionGrid* part_grid_; + + // A simple array of pointers to the best assigned column division at + // each grid y coordinate. This pointer is passed in from the caller, so do + // NOT destroy it in the class. + ColPartitionSet** best_columns_; + + // The super bounding box of all cps in the part_grid_. + TBOX* cps_super_bbox_; + + // The seed ColPartition for equation region. + GenericVector cp_seeds_; + + // The resolution (dpi) of the processing image. + int resolution_; + + // The number of pages we have processed. + int page_count_; + }; + +} // namespace tesseract + +#endif // TESSERACT_CCMAIN_EQUATIONDETECT_H_ diff --git a/3rdparty/hgOCR/include/ccmain/fixspace.cpp b/3rdparty/hgOCR/include/ccmain/fixspace.cpp new file mode 100644 index 00000000..2bcf3d2f --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/fixspace.cpp @@ -0,0 +1,876 @@ +/****************************************************************** + * File: fixspace.cpp (Formerly fixspace.c) + * Description: Implements a pass over the page res, exploring the alternative + * spacing possibilities, trying to use context to improve the + * word spacing +* Author: Phil Cheatle +* Created: Thu Oct 21 11:38:43 BST 1993 +* +* (C) Copyright 1993, Hewlett-Packard Ltd. +** Licensed under the Apache License, Version 2.0 (the "License"); +** you may not use this file except in compliance with the License. +** You may obtain a copy of the License at +** http://www.apache.org/licenses/LICENSE-2.0 +** Unless required by applicable law or agreed to in writing, software +** distributed under the License is distributed on an "AS IS" BASIS, +** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +** See the License for the specific language governing permissions and +** limitations under the License. +* +**********************************************************************/ + +#include +#include "reject.h" +#include "statistc.h" +#include "control.h" +#include "fixspace.h" +#include "genblob.h" +#include "tessvars.h" +#include "tessbox.h" +#include "globals.h" +#include "tesseractclass.h" + +#define PERFECT_WERDS 999 +#define MAXSPACING 128 /*max expected spacing in pix */ + +namespace tesseract { + + /** + * @name fix_fuzzy_spaces() + * Walk over the page finding sequences of words joined by fuzzy spaces. Extract + * them as a sublist, process the sublist to find the optimal arrangement of + * spaces then replace the sublist in the ROW_RES. + * + * @param monitor progress monitor + * @param word_count count of words in doc + * @param[out] page_res + */ + void Tesseract::fix_fuzzy_spaces(ETEXT_DESC *monitor, + inT32 word_count, + PAGE_RES *page_res) { + BLOCK_RES_IT block_res_it; + ROW_RES_IT row_res_it; + WERD_RES_IT word_res_it_from; + WERD_RES_IT word_res_it_to; + WERD_RES *word_res; + WERD_RES_LIST fuzzy_space_words; + inT16 new_length; + BOOL8 prevent_null_wd_fixsp; // DON'T process blobless wds + inT32 word_index; // current word + + block_res_it.set_to_list(&page_res->block_res_list); + word_index = 0; + for (block_res_it.mark_cycle_pt(); !block_res_it.cycled_list(); + block_res_it.forward()) { + row_res_it.set_to_list(&block_res_it.data()->row_res_list); + for (row_res_it.mark_cycle_pt(); !row_res_it.cycled_list(); + row_res_it.forward()) { + word_res_it_from.set_to_list(&row_res_it.data()->word_res_list); + while (!word_res_it_from.at_last()) { + word_res = word_res_it_from.data(); + while (!word_res_it_from.at_last() && + !(word_res->combination || + word_res_it_from.data_relative(1)->word->flag(W_FUZZY_NON) || + word_res_it_from.data_relative(1)->word->flag(W_FUZZY_SP))) { + fix_sp_fp_word(word_res_it_from, row_res_it.data()->row, + block_res_it.data()->block); + word_res = word_res_it_from.forward(); + word_index++; + if (monitor != NULL) { + monitor->ocr_alive = TRUE; + monitor->progress = 90 + 5 * word_index / word_count; + if (monitor->deadline_exceeded() || + (monitor->cancel != NULL && + (*monitor->cancel)(monitor->cancel_this, stats_.dict_words))) + return; + } + } + + if (!word_res_it_from.at_last()) { + word_res_it_to = word_res_it_from; + prevent_null_wd_fixsp = + word_res->word->cblob_list()->empty(); + if (check_debug_pt(word_res, 60)) + debug_fix_space_level.set_value(10); + word_res_it_to.forward(); + word_index++; + if (monitor != NULL) { + monitor->ocr_alive = TRUE; + monitor->progress = 90 + 5 * word_index / word_count; + if (monitor->deadline_exceeded() || + (monitor->cancel != NULL && + (*monitor->cancel)(monitor->cancel_this, stats_.dict_words))) + return; + } + while (!word_res_it_to.at_last() && + (word_res_it_to.data_relative(1)->word->flag(W_FUZZY_NON) || + word_res_it_to.data_relative(1)->word->flag(W_FUZZY_SP))) { + if (check_debug_pt(word_res, 60)) + debug_fix_space_level.set_value(10); + if (word_res->word->cblob_list()->empty()) + prevent_null_wd_fixsp = TRUE; + word_res = word_res_it_to.forward(); + } + if (check_debug_pt(word_res, 60)) + debug_fix_space_level.set_value(10); + if (word_res->word->cblob_list()->empty()) + prevent_null_wd_fixsp = TRUE; + if (prevent_null_wd_fixsp) { + word_res_it_from = word_res_it_to; + } + else { + fuzzy_space_words.assign_to_sublist(&word_res_it_from, + &word_res_it_to); + fix_fuzzy_space_list(fuzzy_space_words, + row_res_it.data()->row, + block_res_it.data()->block); + new_length = fuzzy_space_words.length(); + word_res_it_from.add_list_before(&fuzzy_space_words); + for (; + !word_res_it_from.at_last() && new_length > 0; + new_length--) { + word_res_it_from.forward(); + } + } + if (test_pt) + debug_fix_space_level.set_value(0); + } + fix_sp_fp_word(word_res_it_from, row_res_it.data()->row, + block_res_it.data()->block); + // Last word in row + } + } + } + } + + void Tesseract::fix_fuzzy_space_list(WERD_RES_LIST &best_perm, + ROW *row, + BLOCK* block) { + inT16 best_score; + WERD_RES_LIST current_perm; + inT16 current_score; + BOOL8 improved = FALSE; + + best_score = eval_word_spacing(best_perm); // default score + dump_words(best_perm, best_score, 1, improved); + + if (best_score != PERFECT_WERDS) + initialise_search(best_perm, current_perm); + + while ((best_score != PERFECT_WERDS) && !current_perm.empty()) { + match_current_words(current_perm, row, block); + current_score = eval_word_spacing(current_perm); + dump_words(current_perm, current_score, 2, improved); + if (current_score > best_score) { + best_perm.clear(); + best_perm.deep_copy(¤t_perm, &WERD_RES::deep_copy); + best_score = current_score; + improved = TRUE; + } + if (current_score < PERFECT_WERDS) + transform_to_next_perm(current_perm); + } + dump_words(best_perm, best_score, 3, improved); + } + +} // namespace tesseract + +void initialise_search(WERD_RES_LIST &src_list, WERD_RES_LIST &new_list) { + WERD_RES_IT src_it(&src_list); + WERD_RES_IT new_it(&new_list); + WERD_RES *src_wd; + WERD_RES *new_wd; + + for (src_it.mark_cycle_pt(); !src_it.cycled_list(); src_it.forward()) { + src_wd = src_it.data(); + if (!src_wd->combination) { + new_wd = WERD_RES::deep_copy(src_wd); + new_wd->combination = FALSE; + new_wd->part_of_combo = FALSE; + new_it.add_after_then_move(new_wd); + } + } +} + + +namespace tesseract { + void Tesseract::match_current_words(WERD_RES_LIST &words, ROW *row, + BLOCK* block) { + WERD_RES_IT word_it(&words); + WERD_RES *word; + // Since we are not using PAGE_RES to iterate over words, we need to update + // prev_word_best_choice_ before calling classify_word_pass2(). + prev_word_best_choice_ = NULL; + for (word_it.mark_cycle_pt(); !word_it.cycled_list(); word_it.forward()) { + word = word_it.data(); + if ((!word->part_of_combo) && (word->box_word == NULL)) { + WordData word_data(block, row, word); + SetupWordPassN(2, &word_data); + classify_word_and_language(2, NULL, &word_data); + } + prev_word_best_choice_ = word->best_choice; + } + } + + /** + * @name eval_word_spacing() + * The basic measure is the number of characters in contextually confirmed + * words. (I.e the word is done) + * If all words are contextually confirmed the evaluation is deemed perfect. + * + * Some fiddles are done to handle "1"s as these are VERY frequent causes of + * fuzzy spaces. The problem with the basic measure is that "561 63" would score + * the same as "56163", though given our knowledge that the space is fuzzy, and + * that there is a "1" next to the fuzzy space, we need to ensure that "56163" + * is preferred. + * + * The solution is to NOT COUNT the score of any word which has a digit at one + * end and a "1Il" as the character the other side of the space. + * + * Conversly, any character next to a "1" within a word is counted as a positive + * score. Thus "561 63" would score 4 (3 chars in a numeric word plus 1 side of + * the "1" joined). "56163" would score 7 - all chars in a numeric word + 2 + * sides of a "1" joined. + * + * The joined 1 rule is applied to any word REGARDLESS of contextual + * confirmation. Thus "PS7a71 3/7a" scores 1 (neither word is contexutally + * confirmed. The only score is from the joined 1. "PS7a713/7a" scores 2. + * + */ + inT16 Tesseract::eval_word_spacing(WERD_RES_LIST &word_res_list) { + WERD_RES_IT word_res_it(&word_res_list); + inT16 total_score = 0; + inT16 word_count = 0; + inT16 done_word_count = 0; + inT16 word_len; + inT16 i; + inT16 offset; + WERD_RES *word; // current word + inT16 prev_word_score = 0; + BOOL8 prev_word_done = FALSE; + BOOL8 prev_char_1 = FALSE; // prev ch a "1/I/l"? + BOOL8 prev_char_digit = FALSE; // prev ch 2..9 or 0 + BOOL8 current_char_1 = FALSE; + BOOL8 current_word_ok_so_far; + STRING punct_chars = "!\"`',.:;"; + BOOL8 prev_char_punct = FALSE; + BOOL8 current_char_punct = FALSE; + BOOL8 word_done = FALSE; + + do { + word = word_res_it.data(); + word_done = fixspace_thinks_word_done(word); + word_count++; + if (word->tess_failed) { + total_score += prev_word_score; + if (prev_word_done) + done_word_count++; + prev_word_score = 0; + prev_char_1 = FALSE; + prev_char_digit = FALSE; + prev_word_done = FALSE; + } + else { + /* + Can we add the prev word score and potentially count this word? + Yes IF it didn't end in a 1 when the first char of this word is a digit + AND it didn't end in a digit when the first char of this word is a 1 + */ + word_len = word->reject_map.length(); + current_word_ok_so_far = FALSE; + if (!((prev_char_1 && digit_or_numeric_punct(word, 0)) || + (prev_char_digit && ( + (word_done && + word->best_choice->unichar_lengths().string()[0] == 1 && + word->best_choice->unichar_string()[0] == '1') || + (!word_done && STRING(conflict_set_I_l_1).contains( + word->best_choice->unichar_string()[0])))))) { + total_score += prev_word_score; + if (prev_word_done) + done_word_count++; + current_word_ok_so_far = word_done; + } + + if (current_word_ok_so_far) { + prev_word_done = TRUE; + prev_word_score = word_len; + } + else { + prev_word_done = FALSE; + prev_word_score = 0; + } + + /* Add 1 to total score for every joined 1 regardless of context and + rejtn */ + for (i = 0, prev_char_1 = FALSE; i < word_len; i++) { + current_char_1 = word->best_choice->unichar_string()[i] == '1'; + if (prev_char_1 || (current_char_1 && (i > 0))) + total_score++; + prev_char_1 = current_char_1; + } + + /* Add 1 to total score for every joined punctuation regardless of context + and rejtn */ + if (tessedit_prefer_joined_punct) { + for (i = 0, offset = 0, prev_char_punct = FALSE; i < word_len; + offset += word->best_choice->unichar_lengths()[i++]) { + current_char_punct = + punct_chars.contains(word->best_choice->unichar_string()[offset]); + if (prev_char_punct || (current_char_punct && i > 0)) + total_score++; + prev_char_punct = current_char_punct; + } + } + prev_char_digit = digit_or_numeric_punct(word, word_len - 1); + for (i = 0, offset = 0; i < word_len - 1; + offset += word->best_choice->unichar_lengths()[i++]); + prev_char_1 = + ((word_done && (word->best_choice->unichar_string()[offset] == '1')) + || (!word_done && STRING(conflict_set_I_l_1).contains( + word->best_choice->unichar_string()[offset]))); + } + /* Find next word */ + do { + word_res_it.forward(); + } while (word_res_it.data()->part_of_combo); + } while (!word_res_it.at_first()); + total_score += prev_word_score; + if (prev_word_done) + done_word_count++; + if (done_word_count == word_count) + return PERFECT_WERDS; + else + return total_score; + } + + BOOL8 Tesseract::digit_or_numeric_punct(WERD_RES *word, int char_position) { + int i; + int offset; + + for (i = 0, offset = 0; i < char_position; + offset += word->best_choice->unichar_lengths()[i++]); + return ( + word->uch_set->get_isdigit( + word->best_choice->unichar_string().string() + offset, + word->best_choice->unichar_lengths()[i]) || + (word->best_choice->permuter() == NUMBER_PERM && + STRING(numeric_punctuation).contains( + word->best_choice->unichar_string().string()[offset]))); + } + +} // namespace tesseract + + +/** + * @name transform_to_next_perm() + * Examines the current word list to find the smallest word gap size. Then walks + * the word list closing any gaps of this size by either inserted new + * combination words, or extending existing ones. + * + * The routine COULD be limited to stop it building words longer than N blobs. + * + * If there are no more gaps then it DELETES the entire list and returns the + * empty list to cause termination. + */ +void transform_to_next_perm(WERD_RES_LIST &words) { + WERD_RES_IT word_it(&words); + WERD_RES_IT prev_word_it(&words); + WERD_RES *word; + WERD_RES *prev_word; + WERD_RES *combo; + WERD *copy_word; + inT16 prev_right = -MAX_INT16; + TBOX box; + inT16 gap; + inT16 min_gap = MAX_INT16; + + for (word_it.mark_cycle_pt(); !word_it.cycled_list(); word_it.forward()) { + word = word_it.data(); + if (!word->part_of_combo) { + box = word->word->bounding_box(); + if (prev_right > -MAX_INT16) { + gap = box.left() - prev_right; + if (gap < min_gap) + min_gap = gap; + } + prev_right = box.right(); + } + } + if (min_gap < MAX_INT16) { + prev_right = -MAX_INT16; // back to start + word_it.set_to_list(&words); + // Note: we can't use cycle_pt due to inserted combos at start of list. + for (; (prev_right == -MAX_INT16) || !word_it.at_first(); + word_it.forward()) { + word = word_it.data(); + if (!word->part_of_combo) { + box = word->word->bounding_box(); + if (prev_right > -MAX_INT16) { + gap = box.left() - prev_right; + if (gap <= min_gap) { + prev_word = prev_word_it.data(); + if (prev_word->combination) { + combo = prev_word; + } + else { + /* Make a new combination and insert before + * the first word being joined. */ + copy_word = new WERD; + *copy_word = *(prev_word->word); + // deep copy + combo = new WERD_RES(copy_word); + combo->combination = TRUE; + combo->x_height = prev_word->x_height; + prev_word->part_of_combo = TRUE; + prev_word_it.add_before_then_move(combo); + } + combo->word->set_flag(W_EOL, word->word->flag(W_EOL)); + if (word->combination) { + combo->word->join_on(word->word); + // Move blobs to combo + // old combo no longer needed + delete word_it.extract(); + } + else { + // Copy current wd to combo + combo->copy_on(word); + word->part_of_combo = TRUE; + } + combo->done = FALSE; + combo->ClearResults(); + } + else { + prev_word_it = word_it; // catch up + } + } + prev_right = box.right(); + } + } + } + else { + words.clear(); // signal termination + } +} + +namespace tesseract { + void Tesseract::dump_words(WERD_RES_LIST &perm, inT16 score, + inT16 mode, BOOL8 improved) { + WERD_RES_IT word_res_it(&perm); + + if (debug_fix_space_level > 0) { + if (mode == 1) { + stats_.dump_words_str = ""; + for (word_res_it.mark_cycle_pt(); !word_res_it.cycled_list(); + word_res_it.forward()) { + if (!word_res_it.data()->part_of_combo) { + stats_.dump_words_str += + word_res_it.data()->best_choice->unichar_string(); + stats_.dump_words_str += ' '; + } + } + } + + if (debug_fix_space_level > 1) { + switch (mode) { + case 1: + tprintf("EXTRACTED (%d): \"", score); + break; + case 2: + tprintf("TESTED (%d): \"", score); + break; + case 3: + tprintf("RETURNED (%d): \"", score); + break; + } + + for (word_res_it.mark_cycle_pt(); !word_res_it.cycled_list(); + word_res_it.forward()) { + if (!word_res_it.data()->part_of_combo) { + tprintf("%s/%1d ", + word_res_it.data()->best_choice->unichar_string().string(), + (int)word_res_it.data()->best_choice->permuter()); + } + } + tprintf("\"\n"); + } + else if (improved) { + tprintf("FIX SPACING \"%s\" => \"", stats_.dump_words_str.string()); + for (word_res_it.mark_cycle_pt(); !word_res_it.cycled_list(); + word_res_it.forward()) { + if (!word_res_it.data()->part_of_combo) { + tprintf("%s/%1d ", + word_res_it.data()->best_choice->unichar_string().string(), + (int)word_res_it.data()->best_choice->permuter()); + } + } + tprintf("\"\n"); + } + } + } + + BOOL8 Tesseract::fixspace_thinks_word_done(WERD_RES *word) { + if (word->done) + return TRUE; + + /* + Use all the standard pass 2 conditions for mode 5 in set_done() in + reject.c BUT DON'T REJECT IF THE WERD IS AMBIGUOUS - FOR SPACING WE DON'T + CARE WHETHER WE HAVE of/at on/an etc. + */ + if (fixsp_done_mode > 0 && + (word->tess_accepted || + (fixsp_done_mode == 2 && word->reject_map.reject_count() == 0) || + fixsp_done_mode == 3) && + (strchr(word->best_choice->unichar_string().string(), ' ') == NULL) && + ((word->best_choice->permuter() == SYSTEM_DAWG_PERM) || + (word->best_choice->permuter() == FREQ_DAWG_PERM) || + (word->best_choice->permuter() == USER_DAWG_PERM) || + (word->best_choice->permuter() == NUMBER_PERM))) { + return TRUE; + } + else { + return FALSE; + } + } + + + /** + * @name fix_sp_fp_word() + * Test the current word to see if it can be split by deleting noise blobs. If + * so, do the business. + * Return with the iterator pointing to the same place if the word is unchanged, + * or the last of the replacement words. + */ + void Tesseract::fix_sp_fp_word(WERD_RES_IT &word_res_it, ROW *row, + BLOCK* block) { + WERD_RES *word_res; + WERD_RES_LIST sub_word_list; + WERD_RES_IT sub_word_list_it(&sub_word_list); + inT16 blob_index; + inT16 new_length; + float junk; + + word_res = word_res_it.data(); + if (word_res->word->flag(W_REP_CHAR) || + word_res->combination || + word_res->part_of_combo || + !word_res->word->flag(W_DONT_CHOP)) + return; + + blob_index = worst_noise_blob(word_res, &junk); + if (blob_index < 0) + return; + + if (debug_fix_space_level > 1) { + tprintf("FP fixspace working on \"%s\"\n", + word_res->best_choice->unichar_string().string()); + } + word_res->word->rej_cblob_list()->sort(c_blob_comparator); + sub_word_list_it.add_after_stay_put(word_res_it.extract()); + fix_noisy_space_list(sub_word_list, row, block); + new_length = sub_word_list.length(); + word_res_it.add_list_before(&sub_word_list); + for (; !word_res_it.at_last() && new_length > 1; new_length--) { + word_res_it.forward(); + } + } + + void Tesseract::fix_noisy_space_list(WERD_RES_LIST &best_perm, ROW *row, + BLOCK* block) { + inT16 best_score; + WERD_RES_IT best_perm_it(&best_perm); + WERD_RES_LIST current_perm; + WERD_RES_IT current_perm_it(¤t_perm); + WERD_RES *old_word_res; + inT16 current_score; + BOOL8 improved = FALSE; + + best_score = fp_eval_word_spacing(best_perm); // default score + + dump_words(best_perm, best_score, 1, improved); + + old_word_res = best_perm_it.data(); + // Even deep_copy doesn't copy the underlying WERD unless its combination + // flag is true!. + old_word_res->combination = TRUE; // Kludge to force deep copy + current_perm_it.add_to_end(WERD_RES::deep_copy(old_word_res)); + old_word_res->combination = FALSE; // Undo kludge + + break_noisiest_blob_word(current_perm); + + while (best_score != PERFECT_WERDS && !current_perm.empty()) { + match_current_words(current_perm, row, block); + current_score = fp_eval_word_spacing(current_perm); + dump_words(current_perm, current_score, 2, improved); + if (current_score > best_score) { + best_perm.clear(); + best_perm.deep_copy(¤t_perm, &WERD_RES::deep_copy); + best_score = current_score; + improved = TRUE; + } + if (current_score < PERFECT_WERDS) { + break_noisiest_blob_word(current_perm); + } + } + dump_words(best_perm, best_score, 3, improved); + } + + + /** + * break_noisiest_blob_word() + * Find the word with the blob which looks like the worst noise. + * Break the word into two, deleting the noise blob. + */ + void Tesseract::break_noisiest_blob_word(WERD_RES_LIST &words) { + WERD_RES_IT word_it(&words); + WERD_RES_IT worst_word_it; + float worst_noise_score = 9999; + int worst_blob_index = -1; // Noisiest blob of noisiest wd + int blob_index; // of wds noisiest blob + float noise_score; // of wds noisiest blob + WERD_RES *word_res; + C_BLOB_IT blob_it; + C_BLOB_IT rej_cblob_it; + C_BLOB_LIST new_blob_list; + C_BLOB_IT new_blob_it; + C_BLOB_IT new_rej_cblob_it; + WERD *new_word; + inT16 start_of_noise_blob; + inT16 i; + + for (word_it.mark_cycle_pt(); !word_it.cycled_list(); word_it.forward()) { + blob_index = worst_noise_blob(word_it.data(), &noise_score); + if (blob_index > -1 && worst_noise_score > noise_score) { + worst_noise_score = noise_score; + worst_blob_index = blob_index; + worst_word_it = word_it; + } + } + if (worst_blob_index < 0) { + words.clear(); // signal termination + return; + } + + /* Now split the worst_word_it */ + + word_res = worst_word_it.data(); + + /* Move blobs before noise blob to a new bloblist */ + + new_blob_it.set_to_list(&new_blob_list); + blob_it.set_to_list(word_res->word->cblob_list()); + for (i = 0; i < worst_blob_index; i++, blob_it.forward()) { + new_blob_it.add_after_then_move(blob_it.extract()); + } + start_of_noise_blob = blob_it.data()->bounding_box().left(); + delete blob_it.extract(); // throw out noise blob + + new_word = new WERD(&new_blob_list, word_res->word); + new_word->set_flag(W_EOL, FALSE); + word_res->word->set_flag(W_BOL, FALSE); + word_res->word->set_blanks(1); // After break + + new_rej_cblob_it.set_to_list(new_word->rej_cblob_list()); + rej_cblob_it.set_to_list(word_res->word->rej_cblob_list()); + for (; + (!rej_cblob_it.empty() && + (rej_cblob_it.data()->bounding_box().left() < start_of_noise_blob)); + rej_cblob_it.forward()) { + new_rej_cblob_it.add_after_then_move(rej_cblob_it.extract()); + } + + WERD_RES* new_word_res = new WERD_RES(new_word); + new_word_res->combination = TRUE; + worst_word_it.add_before_then_move(new_word_res); + + word_res->ClearResults(); + } + + inT16 Tesseract::worst_noise_blob(WERD_RES *word_res, + float *worst_noise_score) { + float noise_score[512]; + int i; + int min_noise_blob; // 1st contender + int max_noise_blob; // last contender + int non_noise_count; + int worst_noise_blob; // Worst blob + float small_limit = kBlnXHeight * fixsp_small_outlines_size; + float non_noise_limit = kBlnXHeight * 0.8; + + if (word_res->rebuild_word == NULL) + return -1; // Can't handle cube words. + + // Normalised. + int blob_count = word_res->box_word->length(); + ASSERT_HOST(blob_count <= 512); + if (blob_count < 5) + return -1; // too short to split + + /* Get the noise scores for all blobs */ + +#ifndef SECURE_NAMES + if (debug_fix_space_level > 5) + tprintf("FP fixspace Noise metrics for \"%s\": ", + word_res->best_choice->unichar_string().string()); +#endif + + for (i = 0; i < blob_count && i < word_res->rebuild_word->NumBlobs(); i++) { + TBLOB* blob = word_res->rebuild_word->blobs[i]; + if (word_res->reject_map[i].accepted()) + noise_score[i] = non_noise_limit; + else + noise_score[i] = blob_noise_score(blob); + + if (debug_fix_space_level > 5) + tprintf("%1.1f ", noise_score[i]); + } + if (debug_fix_space_level > 5) + tprintf("\n"); + + /* Now find the worst one which is far enough away from the end of the word */ + + non_noise_count = 0; + for (i = 0; i < blob_count && non_noise_count < fixsp_non_noise_limit; i++) { + if (noise_score[i] >= non_noise_limit) { + non_noise_count++; + } + } + if (non_noise_count < fixsp_non_noise_limit) + return -1; + + min_noise_blob = i; + + non_noise_count = 0; + for (i = blob_count - 1; i >= 0 && non_noise_count < fixsp_non_noise_limit; + i--) { + if (noise_score[i] >= non_noise_limit) { + non_noise_count++; + } + } + if (non_noise_count < fixsp_non_noise_limit) + return -1; + + max_noise_blob = i; + + if (min_noise_blob > max_noise_blob) + return -1; + + *worst_noise_score = small_limit; + worst_noise_blob = -1; + for (i = min_noise_blob; i <= max_noise_blob; i++) { + if (noise_score[i] < *worst_noise_score) { + worst_noise_blob = i; + *worst_noise_score = noise_score[i]; + } + } + return worst_noise_blob; + } + + float Tesseract::blob_noise_score(TBLOB *blob) { + TBOX box; // BB of outline + inT16 outline_count = 0; + inT16 max_dimension; + inT16 largest_outline_dimension = 0; + + for (TESSLINE* ol = blob->outlines; ol != NULL; ol = ol->next) { + outline_count++; + box = ol->bounding_box(); + if (box.height() > box.width()) { + max_dimension = box.height(); + } + else { + max_dimension = box.width(); + } + + if (largest_outline_dimension < max_dimension) + largest_outline_dimension = max_dimension; + } + + if (outline_count > 5) { + // penalise LOTS of blobs + largest_outline_dimension *= 2; + } + + box = blob->bounding_box(); + if (box.bottom() > kBlnBaselineOffset * 4 || + box.top() < kBlnBaselineOffset / 2) { + // Lax blob is if high or low + largest_outline_dimension /= 2; + } + + return largest_outline_dimension; + } +} // namespace tesseract + +void fixspace_dbg(WERD_RES *word) { + TBOX box = word->word->bounding_box(); + BOOL8 show_map_detail = FALSE; + inT16 i; + + box.print(); + tprintf(" \"%s\" ", word->best_choice->unichar_string().string()); + tprintf("Blob count: %d (word); %d/%d (rebuild word)\n", + word->word->cblob_list()->length(), + word->rebuild_word->NumBlobs(), + word->box_word->length()); + word->reject_map.print(debug_fp); + tprintf("\n"); + if (show_map_detail) { + tprintf("\"%s\"\n", word->best_choice->unichar_string().string()); + for (i = 0; word->best_choice->unichar_string()[i] != '\0'; i++) { + tprintf("**** \"%c\" ****\n", word->best_choice->unichar_string()[i]); + word->reject_map[i].full_print(debug_fp); + } + } + + tprintf("Tess Accepted: %s\n", word->tess_accepted ? "TRUE" : "FALSE"); + tprintf("Done flag: %s\n\n", word->done ? "TRUE" : "FALSE"); +} + + +/** + * fp_eval_word_spacing() + * Evaluation function for fixed pitch word lists. + * + * Basically, count the number of "nice" characters - those which are in tess + * acceptable words or in dict words and are not rejected. + * Penalise any potential noise chars + */ +namespace tesseract { + inT16 Tesseract::fp_eval_word_spacing(WERD_RES_LIST &word_res_list) { + WERD_RES_IT word_it(&word_res_list); + WERD_RES *word; + inT16 score = 0; + inT16 i; + float small_limit = kBlnXHeight * fixsp_small_outlines_size; + + for (word_it.mark_cycle_pt(); !word_it.cycled_list(); word_it.forward()) { + word = word_it.data(); + if (word->rebuild_word == NULL) + continue; // Can't handle cube words. + if (word->done || + word->tess_accepted || + word->best_choice->permuter() == SYSTEM_DAWG_PERM || + word->best_choice->permuter() == FREQ_DAWG_PERM || + word->best_choice->permuter() == USER_DAWG_PERM || + safe_dict_word(word) > 0) { + int num_blobs = word->rebuild_word->NumBlobs(); + UNICHAR_ID space = word->uch_set->unichar_to_id(" "); + for (i = 0; i < word->best_choice->length() && i < num_blobs; ++i) { + TBLOB* blob = word->rebuild_word->blobs[i]; + if (word->best_choice->unichar_id(i) == space || + blob_noise_score(blob) < small_limit) { + score -= 1; // penalise possibly erroneous non-space + } + else if (word->reject_map[i].accepted()) { + score++; + } + } + } + } + if (score < 0) + score = 0; + return score; + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/fixspace.h b/3rdparty/hgOCR/include/ccmain/fixspace.h new file mode 100644 index 00000000..48f2d4fc --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/fixspace.h @@ -0,0 +1,31 @@ +/****************************************************************** + * File: fixspace.h (Formerly fixspace.h) + * Description: Implements a pass over the page res, exploring the alternative + * spacing possibilities, trying to use context to improve the + word spacing +* Author: Phil Cheatle +* Created: Thu Oct 21 11:38:43 BST 1993 +* +* (C) Copyright 1993, Hewlett-Packard Ltd. +** Licensed under the Apache License, Version 2.0 (the "License"); +** you may not use this file except in compliance with the License. +** You may obtain a copy of the License at +** http://www.apache.org/licenses/LICENSE-2.0 +** Unless required by applicable law or agreed to in writing, software +** distributed under the License is distributed on an "AS IS" BASIS, +** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +** See the License for the specific language governing permissions and +** limitations under the License. +* +**********************************************************************/ + +#ifndef FIXSPACE_H +#define FIXSPACE_H + +#include "pageres.h" +#include "params.h" + +void initialise_search(WERD_RES_LIST &src_list, WERD_RES_LIST &new_list); +void transform_to_next_perm(WERD_RES_LIST &words); +void fixspace_dbg(WERD_RES *word); +#endif diff --git a/3rdparty/hgOCR/include/ccmain/fixxht.cpp b/3rdparty/hgOCR/include/ccmain/fixxht.cpp new file mode 100644 index 00000000..658680ef --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/fixxht.cpp @@ -0,0 +1,216 @@ +/********************************************************************** + * File: fixxht.cpp (Formerly fixxht.c) + * Description: Improve x_ht and look out for case inconsistencies + * Author: Phil Cheatle + * Created: Thu Aug 5 14:11:08 BST 1993 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include +#include "params.h" +#include "float2int.h" +#include "tesseractclass.h" + +namespace tesseract { + + // Fixxht overview. + // Premise: Initial estimate of x-height is adequate most of the time, but + // occasionally it is incorrect. Most notable causes of failure are: + // 1. Small caps, where the top of the caps is the same as the body text + // xheight. For small caps words the xheight needs to be reduced to correctly + // recognize the caps in the small caps word. + // 2. All xheight lines, such as summer. Here the initial estimate will have + // guessed that the blob tops are caps and will have placed the xheight too low. + // 3. Noise/logos beside words, or changes in font size on a line. Such + // things can blow the statistics and cause an incorrect estimate. + // 4. Incorrect baseline. Can happen when 2 columns are incorrectly merged. + // In this case the x-height is often still correct. + // + // Algorithm. + // Compare the vertical position (top only) of alphnumerics in a word with + // the range of positions in training data (in the unicharset). + // See CountMisfitTops. If any characters disagree sufficiently with the + // initial xheight estimate, then recalculate the xheight, re-run OCR on + // the word, and if the number of vertical misfits goes down, along with + // either the word rating or certainty, then keep the new xheight. + // The new xheight is calculated as follows:ComputeCompatibleXHeight + // For each alphanumeric character that has a vertically misplaced top + // (a misfit), yet its bottom is within the acceptable range (ie it is not + // likely a sub-or super-script) calculate the range of acceptable xheight + // positions from its range of tops, and give each value in the range a + // number of votes equal to the distance of its top from its acceptance range. + // The x-height position with the median of the votes becomes the new + // x-height. This assumes that most characters will be correctly recognized + // even if the x-height is incorrect. This is not a terrible assumption, but + // it is not great. An improvement would be to use a classifier that does + // not care about vertical position or scaling at all. + // Separately collect stats on shifted baselines and apply the same logic to + // computing a best-fit shift to fix the error. If the baseline needs to be + // shifted, but the x-height is OK, returns the original x-height along with + // the baseline shift to indicate that recognition needs to re-run. + + // If the max-min top of a unicharset char is bigger than kMaxCharTopRange + // then the char top cannot be used to judge misfits or suggest a new top. + const int kMaxCharTopRange = 48; + + // Returns the number of misfit blob tops in this word. + int Tesseract::CountMisfitTops(WERD_RES *word_res) { + int bad_blobs = 0; + int num_blobs = word_res->rebuild_word->NumBlobs(); + for (int blob_id = 0; blob_id < num_blobs; ++blob_id) { + TBLOB* blob = word_res->rebuild_word->blobs[blob_id]; + UNICHAR_ID class_id = word_res->best_choice->unichar_id(blob_id); + if (unicharset.get_isalpha(class_id) || unicharset.get_isdigit(class_id)) { + int top = blob->bounding_box().top(); + if (top >= INT_FEAT_RANGE) + top = INT_FEAT_RANGE - 1; + int min_bottom, max_bottom, min_top, max_top; + unicharset.get_top_bottom(class_id, &min_bottom, &max_bottom, + &min_top, &max_top); + if (max_top - min_top > kMaxCharTopRange) + continue; + bool bad = top < min_top - x_ht_acceptance_tolerance || + top > max_top + x_ht_acceptance_tolerance; + if (bad) + ++bad_blobs; + if (debug_x_ht_level >= 1) { + tprintf("Class %s is %s with top %d vs limits of %d->%d, +/-%d\n", + unicharset.id_to_unichar(class_id), + bad ? "Misfit" : "OK", top, min_top, max_top, + static_cast(x_ht_acceptance_tolerance)); + } + } + } + return bad_blobs; + } + + // Returns a new x-height maximally compatible with the result in word_res. + // See comment above for overall algorithm. + float Tesseract::ComputeCompatibleXheight(WERD_RES *word_res, + float* baseline_shift) { + STATS top_stats(0, MAX_UINT8); + STATS shift_stats(-MAX_UINT8, MAX_UINT8); + int bottom_shift = 0; + int num_blobs = word_res->rebuild_word->NumBlobs(); + do { + top_stats.clear(); + shift_stats.clear(); + for (int blob_id = 0; blob_id < num_blobs; ++blob_id) { + TBLOB* blob = word_res->rebuild_word->blobs[blob_id]; + UNICHAR_ID class_id = word_res->best_choice->unichar_id(blob_id); + if (unicharset.get_isalpha(class_id) || + unicharset.get_isdigit(class_id)) { + int top = blob->bounding_box().top() + bottom_shift; + // Clip the top to the limit of normalized feature space. + if (top >= INT_FEAT_RANGE) + top = INT_FEAT_RANGE - 1; + int bottom = blob->bounding_box().bottom() + bottom_shift; + int min_bottom, max_bottom, min_top, max_top; + unicharset.get_top_bottom(class_id, &min_bottom, &max_bottom, + &min_top, &max_top); + // Chars with a wild top range would mess up the result so ignore them. + if (max_top - min_top > kMaxCharTopRange) + continue; + int misfit_dist = MAX((min_top - x_ht_acceptance_tolerance) - top, + top - (max_top + x_ht_acceptance_tolerance)); + int height = top - kBlnBaselineOffset; + if (debug_x_ht_level >= 2) { + tprintf("Class %s: height=%d, bottom=%d,%d top=%d,%d, actual=%d,%d: ", + unicharset.id_to_unichar(class_id), + height, min_bottom, max_bottom, min_top, max_top, + bottom, top); + } + // Use only chars that fit in the expected bottom range, and where + // the range of tops is sensibly near the xheight. + if (min_bottom <= bottom + x_ht_acceptance_tolerance && + bottom - x_ht_acceptance_tolerance <= max_bottom && + min_top > kBlnBaselineOffset && + max_top - kBlnBaselineOffset >= kBlnXHeight && + misfit_dist > 0) { + // Compute the x-height position using proportionality between the + // actual height and expected height. + int min_xht = DivRounded(height * kBlnXHeight, + max_top - kBlnBaselineOffset); + int max_xht = DivRounded(height * kBlnXHeight, + min_top - kBlnBaselineOffset); + if (debug_x_ht_level >= 2) { + tprintf(" xht range min=%d, max=%d\n", min_xht, max_xht); + } + // The range of expected heights gets a vote equal to the distance + // of the actual top from the expected top. + for (int y = min_xht; y <= max_xht; ++y) + top_stats.add(y, misfit_dist); + } + else if ((min_bottom > bottom + x_ht_acceptance_tolerance || + bottom - x_ht_acceptance_tolerance > max_bottom) && + bottom_shift == 0) { + // Get the range of required bottom shift. + int min_shift = min_bottom - bottom; + int max_shift = max_bottom - bottom; + if (debug_x_ht_level >= 2) { + tprintf(" bottom shift min=%d, max=%d\n", min_shift, max_shift); + } + // The range of expected shifts gets a vote equal to the min distance + // of the actual bottom from the expected bottom, spread over the + // range of its acceptance. + int misfit_weight = abs(min_shift); + if (max_shift > min_shift) + misfit_weight /= max_shift - min_shift; + for (int y = min_shift; y <= max_shift; ++y) + shift_stats.add(y, misfit_weight); + } + else { + if (bottom_shift == 0) { + // Things with bottoms that are already ok need to say so, on the + // 1st iteration only. + shift_stats.add(0, kBlnBaselineOffset); + } + if (debug_x_ht_level >= 2) { + tprintf(" already OK\n"); + } + } + } + } + if (shift_stats.get_total() > top_stats.get_total()) { + bottom_shift = IntCastRounded(shift_stats.median()); + if (debug_x_ht_level >= 2) { + tprintf("Applying bottom shift=%d\n", bottom_shift); + } + } + } while (bottom_shift != 0 && + top_stats.get_total() < shift_stats.get_total()); + // Baseline shift is opposite sign to the bottom shift. + *baseline_shift = -bottom_shift / word_res->denorm.y_scale(); + if (debug_x_ht_level >= 2) { + tprintf("baseline shift=%g\n", *baseline_shift); + } + if (top_stats.get_total() == 0) + return bottom_shift != 0 ? word_res->x_height : 0.0f; + // The new xheight is just the median vote, which is then scaled out + // of BLN space back to pixel space to get the x-height in pixel space. + float new_xht = top_stats.median(); + if (debug_x_ht_level >= 2) { + tprintf("Median xht=%f\n", new_xht); + tprintf("Mode20:A: New x-height = %f (norm), %f (orig)\n", + new_xht, new_xht / word_res->denorm.y_scale()); + } + // The xheight must change by at least x_ht_min_change to be used. + if (fabs(new_xht - kBlnXHeight) >= x_ht_min_change) + return new_xht / word_res->denorm.y_scale(); + else + return bottom_shift != 0 ? word_res->x_height : 0.0f; + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/ltrresultiterator.cpp b/3rdparty/hgOCR/include/ccmain/ltrresultiterator.cpp new file mode 100644 index 00000000..f2e59b99 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/ltrresultiterator.cpp @@ -0,0 +1,390 @@ +/////////////////////////////////////////////////////////////////////// +// File: ltrresultiterator.cpp +// Description: Iterator for tesseract results in strict left-to-right +// order that avoids using tesseract internal data structures. +// Author: Ray Smith +// Created: Fri Feb 26 14:32:09 PST 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "ltrresultiterator.h" + +#include "allheaders.h" +#include "pageres.h" +#include "strngs.h" +#include "tesseractclass.h" + +namespace tesseract { + + LTRResultIterator::LTRResultIterator(PAGE_RES* page_res, Tesseract* tesseract, + int scale, int scaled_yres, + int rect_left, int rect_top, + int rect_width, int rect_height) + : PageIterator(page_res, tesseract, scale, scaled_yres, + rect_left, rect_top, rect_width, rect_height), + line_separator_("\n"), + paragraph_separator_("\n") { + } + + LTRResultIterator::~LTRResultIterator() { + } + + // Returns the null terminated UTF-8 encoded text string for the current + // object at the given level. Use delete [] to free after use. + char* LTRResultIterator::GetUTF8Text(PageIteratorLevel level) const { + if (it_->word() == NULL) return NULL; // Already at the end! + STRING text; + PAGE_RES_IT res_it(*it_); + WERD_CHOICE* best_choice = res_it.word()->best_choice; + ASSERT_HOST(best_choice != NULL); + if (level == RIL_SYMBOL) { + text = res_it.word()->BestUTF8(blob_index_, false); + } + else if (level == RIL_WORD) { + text = best_choice->unichar_string(); + } + else { + bool eol = false; // end of line? + bool eop = false; // end of paragraph? + do { // for each paragraph in a block + do { // for each text line in a paragraph + do { // for each word in a text line + best_choice = res_it.word()->best_choice; + ASSERT_HOST(best_choice != NULL); + text += best_choice->unichar_string(); + text += " "; + res_it.forward(); + eol = res_it.row() != res_it.prev_row(); + } while (!eol); + text.truncate_at(text.length() - 1); + text += line_separator_; + eop = res_it.block() != res_it.prev_block() || + res_it.row()->row->para() != res_it.prev_row()->row->para(); + } while (level != RIL_TEXTLINE && !eop); + if (eop) text += paragraph_separator_; + } while (level == RIL_BLOCK && res_it.block() == res_it.prev_block()); + } + int length = text.length() + 1; + char* result = new char[length]; + strncpy(result, text.string(), length); + return result; + } + + // Set the string inserted at the end of each text line. "\n" by default. + void LTRResultIterator::SetLineSeparator(const char *new_line) { + line_separator_ = new_line; + } + + // Set the string inserted at the end of each paragraph. "\n" by default. + void LTRResultIterator::SetParagraphSeparator(const char *new_para) { + paragraph_separator_ = new_para; + } + + // Returns the mean confidence of the current object at the given level. + // The number should be interpreted as a percent probability. (0.0f-100.0f) + float LTRResultIterator::Confidence(PageIteratorLevel level) const { + if (it_->word() == NULL) return 0.0f; // Already at the end! + float mean_certainty = 0.0f; + int certainty_count = 0; + PAGE_RES_IT res_it(*it_); + WERD_CHOICE* best_choice = res_it.word()->best_choice; + ASSERT_HOST(best_choice != NULL); + switch (level) { + case RIL_BLOCK: + do { + best_choice = res_it.word()->best_choice; + ASSERT_HOST(best_choice != NULL); + mean_certainty += best_choice->certainty(); + ++certainty_count; + res_it.forward(); + } while (res_it.block() == res_it.prev_block()); + break; + case RIL_PARA: + do { + best_choice = res_it.word()->best_choice; + ASSERT_HOST(best_choice != NULL); + mean_certainty += best_choice->certainty(); + ++certainty_count; + res_it.forward(); + } while (res_it.block() == res_it.prev_block() && + res_it.row()->row->para() == res_it.prev_row()->row->para()); + break; + case RIL_TEXTLINE: + do { + best_choice = res_it.word()->best_choice; + ASSERT_HOST(best_choice != NULL); + mean_certainty += best_choice->certainty(); + ++certainty_count; + res_it.forward(); + } while (res_it.row() == res_it.prev_row()); + break; + case RIL_WORD: + mean_certainty += best_choice->certainty(); + ++certainty_count; + break; + case RIL_SYMBOL: + mean_certainty += best_choice->certainty(blob_index_); + ++certainty_count; + } + if (certainty_count > 0) { + mean_certainty /= certainty_count; + float confidence = 100 + 5 * mean_certainty; + if (confidence < 0.0f) confidence = 0.0f; + if (confidence > 100.0f) confidence = 100.0f; + return confidence; + } + return 0.0f; + } + + void LTRResultIterator::RowAttributes(float* row_height, float* descenders, + float* ascenders) const { + *row_height = it_->row()->row->x_height() + it_->row()->row->ascenders() - + it_->row()->row->descenders(); + *descenders = it_->row()->row->descenders(); + *ascenders = it_->row()->row->ascenders(); + } + + // Returns the font attributes of the current word. If iterating at a higher + // level object than words, eg textlines, then this will return the + // attributes of the first word in that textline. + // The actual return value is a string representing a font name. It points + // to an internal table and SHOULD NOT BE DELETED. Lifespan is the same as + // the iterator itself, ie rendered invalid by various members of + // TessBaseAPI, including Init, SetImage, End or deleting the TessBaseAPI. + // Pointsize is returned in printers points (1/72 inch.) + const char* LTRResultIterator::WordFontAttributes(bool* is_bold, + bool* is_italic, + bool* is_underlined, + bool* is_monospace, + bool* is_serif, + bool* is_smallcaps, + int* pointsize, + int* font_id) const { + if (it_->word() == NULL) return NULL; // Already at the end! + if (it_->word()->fontinfo == NULL) { + *font_id = -1; + return NULL; // No font information. + } + const FontInfo& font_info = *it_->word()->fontinfo; + *font_id = font_info.universal_id; + *is_bold = font_info.is_bold(); + *is_italic = font_info.is_italic(); + *is_underlined = false; // TODO(rays) fix this! + *is_monospace = font_info.is_fixed_pitch(); + *is_serif = font_info.is_serif(); + *is_smallcaps = it_->word()->small_caps; + float row_height = it_->row()->row->x_height() + + it_->row()->row->ascenders() - it_->row()->row->descenders(); + // Convert from pixels to printers points. + *pointsize = scaled_yres_ > 0 + ? static_cast(row_height * kPointsPerInch / scaled_yres_ + 0.5) + : 0; + + return font_info.name; + } + + // Returns the name of the language used to recognize this word. + const char* LTRResultIterator::WordRecognitionLanguage() const { + if (it_->word() == NULL || it_->word()->tesseract == NULL) return NULL; + return it_->word()->tesseract->lang.string(); + } + + // Return the overall directionality of this word. + StrongScriptDirection LTRResultIterator::WordDirection() const { + if (it_->word() == NULL) return DIR_NEUTRAL; + bool has_rtl = it_->word()->AnyRtlCharsInWord(); + bool has_ltr = it_->word()->AnyLtrCharsInWord(); + if (has_rtl && !has_ltr) + return DIR_RIGHT_TO_LEFT; + if (has_ltr && !has_rtl) + return DIR_LEFT_TO_RIGHT; + if (!has_ltr && !has_rtl) + return DIR_NEUTRAL; + return DIR_MIX; + } + + // Returns true if the current word was found in a dictionary. + bool LTRResultIterator::WordIsFromDictionary() const { + if (it_->word() == NULL) return false; // Already at the end! + int permuter = it_->word()->best_choice->permuter(); + return permuter == SYSTEM_DAWG_PERM || permuter == FREQ_DAWG_PERM || + permuter == USER_DAWG_PERM; + } + + // Returns true if the current word is numeric. + bool LTRResultIterator::WordIsNumeric() const { + if (it_->word() == NULL) return false; // Already at the end! + int permuter = it_->word()->best_choice->permuter(); + return permuter == NUMBER_PERM; + } + + // Returns true if the word contains blamer information. + bool LTRResultIterator::HasBlamerInfo() const { + return it_->word() != NULL && it_->word()->blamer_bundle != NULL && + it_->word()->blamer_bundle->HasDebugInfo(); + } + + // Returns the pointer to ParamsTrainingBundle stored in the BlamerBundle + // of the current word. + const void *LTRResultIterator::GetParamsTrainingBundle() const { + return (it_->word() != NULL && it_->word()->blamer_bundle != NULL) ? + &(it_->word()->blamer_bundle->params_training_bundle()) : NULL; + } + + // Returns the pointer to the string with blamer information for this word. + // Assumes that the word's blamer_bundle is not NULL. + const char *LTRResultIterator::GetBlamerDebug() const { + return it_->word()->blamer_bundle->debug().string(); + } + + // Returns the pointer to the string with misadaption information for this word. + // Assumes that the word's blamer_bundle is not NULL. + const char *LTRResultIterator::GetBlamerMisadaptionDebug() const { + return it_->word()->blamer_bundle->misadaption_debug().string(); + } + + // Returns true if a truth string was recorded for the current word. + bool LTRResultIterator::HasTruthString() const { + if (it_->word() == NULL) return false; // Already at the end! + if (it_->word()->blamer_bundle == NULL || + it_->word()->blamer_bundle->NoTruth()) { + return false; // no truth information for this word + } + return true; + } + + // Returns true if the given string is equivalent to the truth string for + // the current word. + bool LTRResultIterator::EquivalentToTruth(const char *str) const { + if (!HasTruthString()) return false; + ASSERT_HOST(it_->word()->uch_set != NULL); + WERD_CHOICE str_wd(str, *(it_->word()->uch_set)); + return it_->word()->blamer_bundle->ChoiceIsCorrect(&str_wd); + } + + // Returns the null terminated UTF-8 encoded truth string for the current word. + // Use delete [] to free after use. + char* LTRResultIterator::WordTruthUTF8Text() const { + if (!HasTruthString()) return NULL; + STRING truth_text = it_->word()->blamer_bundle->TruthString(); + int length = truth_text.length() + 1; + char* result = new char[length]; + strncpy(result, truth_text.string(), length); + return result; + } + + // Returns the null terminated UTF-8 encoded normalized OCR string for the + // current word. Use delete [] to free after use. + char* LTRResultIterator::WordNormedUTF8Text() const { + if (it_->word() == NULL) return NULL; // Already at the end! + STRING ocr_text; + WERD_CHOICE* best_choice = it_->word()->best_choice; + const UNICHARSET *unicharset = it_->word()->uch_set; + ASSERT_HOST(best_choice != NULL); + for (int i = 0; i < best_choice->length(); ++i) { + ocr_text += unicharset->get_normed_unichar(best_choice->unichar_id(i)); + } + int length = ocr_text.length() + 1; + char* result = new char[length]; + strncpy(result, ocr_text.string(), length); + return result; + } + + // Returns a pointer to serialized choice lattice. + // Fills lattice_size with the number of bytes in lattice data. + const char *LTRResultIterator::WordLattice(int *lattice_size) const { + if (it_->word() == NULL) return NULL; // Already at the end! + if (it_->word()->blamer_bundle == NULL) return NULL; + *lattice_size = it_->word()->blamer_bundle->lattice_size(); + return it_->word()->blamer_bundle->lattice_data(); + } + + // Returns true if the current symbol is a superscript. + // If iterating at a higher level object than symbols, eg words, then + // this will return the attributes of the first symbol in that word. + bool LTRResultIterator::SymbolIsSuperscript() const { + if (cblob_it_ == NULL && it_->word() != NULL) + return it_->word()->best_choice->BlobPosition(blob_index_) == + SP_SUPERSCRIPT; + return false; + } + + // Returns true if the current symbol is a subscript. + // If iterating at a higher level object than symbols, eg words, then + // this will return the attributes of the first symbol in that word. + bool LTRResultIterator::SymbolIsSubscript() const { + if (cblob_it_ == NULL && it_->word() != NULL) + return it_->word()->best_choice->BlobPosition(blob_index_) == SP_SUBSCRIPT; + return false; + } + + // Returns true if the current symbol is a dropcap. + // If iterating at a higher level object than symbols, eg words, then + // this will return the attributes of the first symbol in that word. + bool LTRResultIterator::SymbolIsDropcap() const { + if (cblob_it_ == NULL && it_->word() != NULL) + return it_->word()->best_choice->BlobPosition(blob_index_) == SP_DROPCAP; + return false; + } + + ChoiceIterator::ChoiceIterator(const LTRResultIterator& result_it) { + ASSERT_HOST(result_it.it_->word() != NULL); + word_res_ = result_it.it_->word(); + BLOB_CHOICE_LIST* choices = NULL; + if (word_res_->ratings != NULL) + choices = word_res_->GetBlobChoices(result_it.blob_index_); + if (choices != NULL && !choices->empty()) { + choice_it_ = new BLOB_CHOICE_IT(choices); + choice_it_->mark_cycle_pt(); + } + else { + choice_it_ = NULL; + } + } + + ChoiceIterator::~ChoiceIterator() { + delete choice_it_; + } + + // Moves to the next choice for the symbol and returns false if there + // are none left. + bool ChoiceIterator::Next() { + if (choice_it_ == NULL) + return false; + choice_it_->forward(); + return !choice_it_->cycled_list(); + } + + // Returns the null terminated UTF-8 encoded text string for the current + // choice. Do NOT use delete [] to free after use. + const char* ChoiceIterator::GetUTF8Text() const { + if (choice_it_ == NULL) + return NULL; + UNICHAR_ID id = choice_it_->data()->unichar_id(); + return word_res_->uch_set->id_to_unichar_ext(id); + } + + // Returns the confidence of the current choice. + // The number should be interpreted as a percent probability. (0.0f-100.0f) + float ChoiceIterator::Confidence() const { + if (choice_it_ == NULL) + return 0.0f; + float confidence = 100 + 5 * choice_it_->data()->certainty(); + if (confidence < 0.0f) confidence = 0.0f; + if (confidence > 100.0f) confidence = 100.0f; + return confidence; + } + + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccmain/ltrresultiterator.h b/3rdparty/hgOCR/include/ccmain/ltrresultiterator.h new file mode 100644 index 00000000..28d0e56f --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/ltrresultiterator.h @@ -0,0 +1,218 @@ +/////////////////////////////////////////////////////////////////////// +// File: ltrresultiterator.h +// Description: Iterator for tesseract results in strict left-to-right +// order that avoids using tesseract internal data structures. +// Author: Ray Smith +// Created: Fri Feb 26 11:01:06 PST 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_LTR_RESULT_ITERATOR_H__ +#define TESSERACT_CCMAIN_LTR_RESULT_ITERATOR_H__ + +#include "platform.h" +#include "pageiterator.h" +#include "unichar.h" + +class BLOB_CHOICE_IT; +class WERD_RES; + +namespace tesseract { + + class Tesseract; + + // Class to iterate over tesseract results, providing access to all levels + // of the page hierarchy, without including any tesseract headers or having + // to handle any tesseract structures. + // WARNING! This class points to data held within the TessBaseAPI class, and + // therefore can only be used while the TessBaseAPI class still exists and + // has not been subjected to a call of Init, SetImage, Recognize, Clear, End + // DetectOS, or anything else that changes the internal PAGE_RES. + // See apitypes.h for the definition of PageIteratorLevel. + // See also base class PageIterator, which contains the bulk of the interface. + // LTRResultIterator adds text-specific methods for access to OCR output. + + class TESS_API LTRResultIterator : public PageIterator { + friend class ChoiceIterator; + public: + // page_res and tesseract come directly from the BaseAPI. + // The rectangle parameters are copied indirectly from the Thresholder, + // via the BaseAPI. They represent the coordinates of some rectangle in an + // original image (in top-left-origin coordinates) and therefore the top-left + // needs to be added to any output boxes in order to specify coordinates + // in the original image. See TessBaseAPI::SetRectangle. + // The scale and scaled_yres are in case the Thresholder scaled the image + // rectangle prior to thresholding. Any coordinates in tesseract's image + // must be divided by scale before adding (rect_left, rect_top). + // The scaled_yres indicates the effective resolution of the binary image + // that tesseract has been given by the Thresholder. + // After the constructor, Begin has already been called. + LTRResultIterator(PAGE_RES* page_res, Tesseract* tesseract, + int scale, int scaled_yres, + int rect_left, int rect_top, + int rect_width, int rect_height); + virtual ~LTRResultIterator(); + + // LTRResultIterators may be copied! This makes it possible to iterate over + // all the objects at a lower level, while maintaining an iterator to + // objects at a higher level. These constructors DO NOT CALL Begin, so + // iterations will continue from the location of src. + // TODO: For now the copy constructor and operator= only need the base class + // versions, but if new data members are added, don't forget to add them! + + // ============= Moving around within the page ============. + + // See PageIterator. + + // ============= Accessing data ==============. + + // Returns the null terminated UTF-8 encoded text string for the current + // object at the given level. Use delete [] to free after use. + char* GetUTF8Text(PageIteratorLevel level) const; + + // Set the string inserted at the end of each text line. "\n" by default. + void SetLineSeparator(const char *new_line); + + // Set the string inserted at the end of each paragraph. "\n" by default. + void SetParagraphSeparator(const char *new_para); + + // Returns the mean confidence of the current object at the given level. + // The number should be interpreted as a percent probability. (0.0f-100.0f) + float Confidence(PageIteratorLevel level) const; + + // Returns the attributes of the current row. + void RowAttributes(float* row_height, float* descenders, + float* ascenders) const; + + // ============= Functions that refer to words only ============. + + // Returns the font attributes of the current word. If iterating at a higher + // level object than words, eg textlines, then this will return the + // attributes of the first word in that textline. + // The actual return value is a string representing a font name. It points + // to an internal table and SHOULD NOT BE DELETED. Lifespan is the same as + // the iterator itself, ie rendered invalid by various members of + // TessBaseAPI, including Init, SetImage, End or deleting the TessBaseAPI. + // Pointsize is returned in printers points (1/72 inch.) + const char* WordFontAttributes(bool* is_bold, + bool* is_italic, + bool* is_underlined, + bool* is_monospace, + bool* is_serif, + bool* is_smallcaps, + int* pointsize, + int* font_id) const; + + // Return the name of the language used to recognize this word. + // On error, NULL. Do not delete this pointer. + const char* WordRecognitionLanguage() const; + + // Return the overall directionality of this word. + StrongScriptDirection WordDirection() const; + + // Returns true if the current word was found in a dictionary. + bool WordIsFromDictionary() const; + + // Returns true if the current word is numeric. + bool WordIsNumeric() const; + + // Returns true if the word contains blamer information. + bool HasBlamerInfo() const; + + // Returns the pointer to ParamsTrainingBundle stored in the BlamerBundle + // of the current word. + const void *GetParamsTrainingBundle() const; + + // Returns a pointer to the string with blamer information for this word. + // Assumes that the word's blamer_bundle is not NULL. + const char *GetBlamerDebug() const; + + // Returns a pointer to the string with misadaption information for this word. + // Assumes that the word's blamer_bundle is not NULL. + const char *GetBlamerMisadaptionDebug() const; + + // Returns true if a truth string was recorded for the current word. + bool HasTruthString() const; + + // Returns true if the given string is equivalent to the truth string for + // the current word. + bool EquivalentToTruth(const char *str) const; + + // Returns a null terminated UTF-8 encoded truth string for the current word. + // Use delete [] to free after use. + char* WordTruthUTF8Text() const; + + // Returns a null terminated UTF-8 encoded normalized OCR string for the + // current word. Use delete [] to free after use. + char* WordNormedUTF8Text() const; + + // Returns a pointer to serialized choice lattice. + // Fills lattice_size with the number of bytes in lattice data. + const char *WordLattice(int *lattice_size) const; + + // ============= Functions that refer to symbols only ============. + + // Returns true if the current symbol is a superscript. + // If iterating at a higher level object than symbols, eg words, then + // this will return the attributes of the first symbol in that word. + bool SymbolIsSuperscript() const; + // Returns true if the current symbol is a subscript. + // If iterating at a higher level object than symbols, eg words, then + // this will return the attributes of the first symbol in that word. + bool SymbolIsSubscript() const; + // Returns true if the current symbol is a dropcap. + // If iterating at a higher level object than symbols, eg words, then + // this will return the attributes of the first symbol in that word. + bool SymbolIsDropcap() const; + + protected: + const char *line_separator_; + const char *paragraph_separator_; + }; + + // Class to iterate over the classifier choices for a single RIL_SYMBOL. + class ChoiceIterator { + public: + // Construction is from a LTRResultIterator that points to the symbol of + // interest. The ChoiceIterator allows a one-shot iteration over the + // choices for this symbol and after that is is useless. + explicit ChoiceIterator(const LTRResultIterator& result_it); + ~ChoiceIterator(); + + // Moves to the next choice for the symbol and returns false if there + // are none left. + bool Next(); + + // ============= Accessing data ==============. + + // Returns the null terminated UTF-8 encoded text string for the current + // choice. + // NOTE: Unlike LTRResultIterator::GetUTF8Text, the return points to an + // internal structure and should NOT be delete[]ed to free after use. + const char* GetUTF8Text() const; + + // Returns the confidence of the current choice. + // The number should be interpreted as a percent probability. (0.0f-100.0f) + float Confidence() const; + + private: + // Pointer to the WERD_RES object owned by the API. + WERD_RES* word_res_; + // Iterator over the blob choices. + BLOB_CHOICE_IT* choice_it_; + }; + +} // namespace tesseract. + +#endif // TESSERACT_CCMAIN_LTR_RESULT_ITERATOR_H__ diff --git a/3rdparty/hgOCR/include/ccmain/mathfix.h b/3rdparty/hgOCR/include/ccmain/mathfix.h new file mode 100644 index 00000000..1b575987 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/mathfix.h @@ -0,0 +1,38 @@ +/////////////////////////////////////////////////////////////////////// +// File: mathfix.h +// Description: Implement missing math functions +// Author: zdenop +// Created: Fri Feb 03 06:45:06 CET 2012 +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef VS2008_INCLUDE_MATHFIX_H_ +#define VS2008_INCLUDE_MATHFIXT_H_ + +#ifndef _MSC_VER +#error "Use this header only with Microsoft Visual C++ compilers!" +#endif + +#include +#include // for _isnan(), _finite() on VC++ + +#if _MSC_VER < 1800 +#define isnan(x) _isnan(x) +#define isinf(x) (!_finite(x)) +#define fmax max //VC++ does not implement all the provisions of C99 Standard +#define round(x) roundf(x) +inline float roundf(float num) { return num > 0 ? floorf(num + 0.5f) : ceilf(num - 0.5f); } +#endif + +#endif // VS2008_INCLUDE_MATHFIXT_H_ diff --git a/3rdparty/hgOCR/include/ccmain/mutableiterator.h b/3rdparty/hgOCR/include/ccmain/mutableiterator.h new file mode 100644 index 00000000..f018fbc4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/mutableiterator.h @@ -0,0 +1,64 @@ +/////////////////////////////////////////////////////////////////////// +// File: mutableiterator.h +// Description: Iterator for tesseract results providing access to +// both high-level API and Tesseract internal data structures. +// Author: David Eger +// Created: Thu Feb 24 19:01:06 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_MUTABLEITERATOR_H__ +#define TESSERACT_CCMAIN_MUTABLEITERATOR_H__ + +#include "resultiterator.h" + +class BLOB_CHOICE_IT; + +namespace tesseract { + + class Tesseract; + + // Class to iterate over tesseract results, providing access to all levels + // of the page hierarchy, without including any tesseract headers or having + // to handle any tesseract structures. + // WARNING! This class points to data held within the TessBaseAPI class, and + // therefore can only be used while the TessBaseAPI class still exists and + // has not been subjected to a call of Init, SetImage, Recognize, Clear, End + // DetectOS, or anything else that changes the internal PAGE_RES. + // See apitypes.h for the definition of PageIteratorLevel. + // See also base class PageIterator, which contains the bulk of the interface. + // ResultIterator adds text-specific methods for access to OCR output. + // MutableIterator adds access to internal data structures. + + class MutableIterator : public ResultIterator { + public: + // See argument descriptions in ResultIterator() + MutableIterator(PAGE_RES* page_res, Tesseract* tesseract, + int scale, int scaled_yres, + int rect_left, int rect_top, + int rect_width, int rect_height) + : ResultIterator( + LTRResultIterator(page_res, tesseract, scale, scaled_yres, rect_left, + rect_top, rect_width, rect_height)) {} + virtual ~MutableIterator() {} + + // See PageIterator and ResultIterator for most calls. + + // Return access to Tesseract internals. + const PAGE_RES_IT *PageResIt() const { return it_; } + }; + +} // namespace tesseract. + +#endif // TESSERACT_CCMAIN_MUTABLEITERATOR_H__ diff --git a/3rdparty/hgOCR/include/ccmain/osdetect.cpp b/3rdparty/hgOCR/include/ccmain/osdetect.cpp new file mode 100644 index 00000000..f0c27654 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/osdetect.cpp @@ -0,0 +1,585 @@ +/////////////////////////////////////////////////////////////////////// +// File: osdetect.cpp +// Description: Orientation and script detection. +// Author: Samuel Charron +// Ranjith Unnikrishnan +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "osdetect.h" + +#include "blobbox.h" +#include "blread.h" +#include "colfind.h" +#include "fontinfo.h" +#include "imagefind.h" +#include "linefind.h" +#include "oldlist.h" +#include "qrsequence.h" +#include "ratngs.h" +#include "strngs.h" +#include "tabvector.h" +#include "tesseractclass.h" +#include "textord.h" + +const int kMinCharactersToTry = 20; +const int kMaxCharactersToTry = 5 * kMinCharactersToTry; + +const float kSizeRatioToReject = 2.0; +const int kMinAcceptableBlobHeight = 10; + +const float kScriptAcceptRatio = 1.3; + +const float kHanRatioInKorean = 0.7; +const float kHanRatioInJapanese = 0.3; + +const float kNonAmbiguousMargin = 1.0; + +// General scripts +static const char* han_script = "Han"; +static const char* latin_script = "Latin"; +static const char* katakana_script = "Katakana"; +static const char* hiragana_script = "Hiragana"; +static const char* hangul_script = "Hangul"; + +// Pseudo-scripts Name +const char* ScriptDetector::korean_script_ = "Korean"; +const char* ScriptDetector::japanese_script_ = "Japanese"; +const char* ScriptDetector::fraktur_script_ = "Fraktur"; + +// Minimum believable resolution. +const int kMinCredibleResolution = 70; + +void OSResults::update_best_orientation() { + float first = orientations[0]; + float second = orientations[1]; + best_result.orientation_id = 0; + if (orientations[0] < orientations[1]) { + first = orientations[1]; + second = orientations[0]; + best_result.orientation_id = 1; + } + for (int i = 2; i < 4; ++i) { + if (orientations[i] > first) { + second = first; + first = orientations[i]; + best_result.orientation_id = i; + } + else if (orientations[i] > second) { + second = orientations[i]; + } + } + // Store difference of top two orientation scores. + best_result.oconfidence = first - second; +} + +void OSResults::set_best_orientation(int orientation_id) { + best_result.orientation_id = orientation_id; + best_result.oconfidence = 0; +} + +void OSResults::update_best_script(int orientation) { + // We skip index 0 to ignore the "Common" script. + float first = scripts_na[orientation][1]; + float second = scripts_na[orientation][2]; + best_result.script_id = 1; + if (scripts_na[orientation][1] < scripts_na[orientation][2]) { + first = scripts_na[orientation][2]; + second = scripts_na[orientation][1]; + best_result.script_id = 2; + } + for (int i = 3; i < kMaxNumberOfScripts; ++i) { + if (scripts_na[orientation][i] > first) { + best_result.script_id = i; + second = first; + first = scripts_na[orientation][i]; + } + else if (scripts_na[orientation][i] > second) { + second = scripts_na[orientation][i]; + } + } + best_result.sconfidence = + (first / second - 1.0) / (kScriptAcceptRatio - 1.0); +} + +int OSResults::get_best_script(int orientation_id) const { + int max_id = -1; + for (int j = 0; j < kMaxNumberOfScripts; ++j) { + const char *script = unicharset->get_script_from_script_id(j); + if (strcmp(script, "Common") && strcmp(script, "NULL")) { + if (max_id == -1 || + scripts_na[orientation_id][j] > scripts_na[orientation_id][max_id]) + max_id = j; + } + } + return max_id; +} + +// Print the script scores for all possible orientations. +void OSResults::print_scores(void) const { + for (int i = 0; i < 4; ++i) { + tprintf("Orientation id #%d", i); + print_scores(i); + } +} + +// Print the script scores for the given candidate orientation. +void OSResults::print_scores(int orientation_id) const { + for (int j = 0; j < kMaxNumberOfScripts; ++j) { + if (scripts_na[orientation_id][j]) { + tprintf("%12s\t: %f\n", unicharset->get_script_from_script_id(j), + scripts_na[orientation_id][j]); + } + } +} + +// Accumulate scores with given OSResults instance and update the best script. +void OSResults::accumulate(const OSResults& osr) { + for (int i = 0; i < 4; ++i) { + orientations[i] += osr.orientations[i]; + for (int j = 0; j < kMaxNumberOfScripts; ++j) + scripts_na[i][j] += osr.scripts_na[i][j]; + } + unicharset = osr.unicharset; + update_best_orientation(); + update_best_script(best_result.orientation_id); +} + +// Detect and erase horizontal/vertical lines and picture regions from the +// image, so that non-text blobs are removed from consideration. +void remove_nontext_regions(tesseract::Tesseract *tess, BLOCK_LIST *blocks, + TO_BLOCK_LIST *to_blocks) { + Pix *pix = tess->pix_binary(); + ASSERT_HOST(pix != NULL); + int vertical_x = 0; + int vertical_y = 1; + tesseract::TabVector_LIST v_lines; + tesseract::TabVector_LIST h_lines; + int resolution; + if (kMinCredibleResolution > pixGetXRes(pix)) { + resolution = kMinCredibleResolution; + tprintf("Warning. Invalid resolution %d dpi. Using %d instead.\n", + pixGetXRes(pix), resolution); + } + else { + resolution = pixGetXRes(pix); + } + + tesseract::LineFinder::FindAndRemoveLines(resolution, false, pix, + &vertical_x, &vertical_y, + NULL, &v_lines, &h_lines); + Pix* im_pix = tesseract::ImageFind::FindImages(pix); + if (im_pix != NULL) { + pixSubtract(pix, pix, im_pix); + pixDestroy(&im_pix); + } + tess->mutable_textord()->find_components(tess->pix_binary(), + blocks, to_blocks); +} + +// Find connected components in the page and process a subset until finished or +// a stopping criterion is met. +// Returns the number of blobs used in making the estimate. 0 implies failure. +int orientation_and_script_detection(STRING& filename, + OSResults* osr, + tesseract::Tesseract* tess) { + STRING name = filename; //truncated name + const char *lastdot; //of name + TBOX page_box; + + lastdot = strrchr(name.string(), '.'); + if (lastdot != NULL) + name[lastdot - name.string()] = '\0'; + + ASSERT_HOST(tess->pix_binary() != NULL) + int width = pixGetWidth(tess->pix_binary()); + int height = pixGetHeight(tess->pix_binary()); + + BLOCK_LIST blocks; + if (!read_unlv_file(name, width, height, &blocks)) + FullPageBlock(width, height, &blocks); + + // Try to remove non-text regions from consideration. + TO_BLOCK_LIST land_blocks, port_blocks; + remove_nontext_regions(tess, &blocks, &port_blocks); + + if (port_blocks.empty()) { + // page segmentation did not succeed, so we need to find_components first. + tess->mutable_textord()->find_components(tess->pix_binary(), + &blocks, &port_blocks); + } + else { + page_box.set_left(0); + page_box.set_bottom(0); + page_box.set_right(width); + page_box.set_top(height); + // Filter_blobs sets up the TO_BLOCKs the same as find_components does. + tess->mutable_textord()->filter_blobs(page_box.topright(), + &port_blocks, true); + } + + return os_detect(&port_blocks, osr, tess); +} + +// Filter and sample the blobs. +// Returns a non-zero number of blobs if the page was successfully processed, or +// zero if the page had too few characters to be reliable +int os_detect(TO_BLOCK_LIST* port_blocks, OSResults* osr, + tesseract::Tesseract* tess) { + int blobs_total = 0; + TO_BLOCK_IT block_it; + block_it.set_to_list(port_blocks); + + BLOBNBOX_CLIST filtered_list; + BLOBNBOX_C_IT filtered_it(&filtered_list); + + for (block_it.mark_cycle_pt(); !block_it.cycled_list(); + block_it.forward()) { + TO_BLOCK* to_block = block_it.data(); + if (to_block->block->poly_block() && + !to_block->block->poly_block()->IsText()) continue; + BLOBNBOX_IT bbox_it; + bbox_it.set_to_list(&to_block->blobs); + for (bbox_it.mark_cycle_pt(); !bbox_it.cycled_list(); + bbox_it.forward()) { + BLOBNBOX* bbox = bbox_it.data(); + C_BLOB* blob = bbox->cblob(); + TBOX box = blob->bounding_box(); + ++blobs_total; + + float y_x = fabs((box.height() * 1.0) / box.width()); + float x_y = 1.0f / y_x; + // Select a >= 1.0 ratio + float ratio = x_y > y_x ? x_y : y_x; + // Blob is ambiguous + if (ratio > kSizeRatioToReject) continue; + if (box.height() < kMinAcceptableBlobHeight) continue; + filtered_it.add_to_end(bbox); + } + } + return os_detect_blobs(NULL, &filtered_list, osr, tess); +} + +// Detect orientation and script from a list of blobs. +// Returns a non-zero number of blobs if the list was successfully processed, or +// zero if the list had too few characters to be reliable. +// If allowed_scripts is non-null and non-empty, it is a list of scripts that +// constrains both orientation and script detection to consider only scripts +// from the list. +int os_detect_blobs(const GenericVector* allowed_scripts, + BLOBNBOX_CLIST* blob_list, OSResults* osr, + tesseract::Tesseract* tess) { + OSResults osr_; + if (osr == NULL) + osr = &osr_; + + osr->unicharset = &tess->unicharset; + OrientationDetector o(allowed_scripts, osr); + ScriptDetector s(allowed_scripts, osr, tess); + + BLOBNBOX_C_IT filtered_it(blob_list); + int real_max = MIN(filtered_it.length(), kMaxCharactersToTry); + // tprintf("Total blobs found = %d\n", blobs_total); + // tprintf("Number of blobs post-filtering = %d\n", filtered_it.length()); + // tprintf("Number of blobs to try = %d\n", real_max); + + // If there are too few characters, skip this page entirely. + if (real_max < kMinCharactersToTry / 2) { + tprintf("Too few characters. Skipping this page\n"); + return 0; + } + + BLOBNBOX** blobs = new BLOBNBOX*[filtered_it.length()]; + int number_of_blobs = 0; + for (filtered_it.mark_cycle_pt(); !filtered_it.cycled_list(); + filtered_it.forward()) { + blobs[number_of_blobs++] = (BLOBNBOX*)filtered_it.data(); + } + QRSequenceGenerator sequence(number_of_blobs); + int num_blobs_evaluated = 0; + for (int i = 0; i < real_max; ++i) { + if (os_detect_blob(blobs[sequence.GetVal()], &o, &s, osr, tess) + && i > kMinCharactersToTry) { + break; + } + ++num_blobs_evaluated; + } + delete[] blobs; + + // Make sure the best_result is up-to-date + int orientation = o.get_orientation(); + osr->update_best_script(orientation); + return num_blobs_evaluated; +} + +// Processes a single blob to estimate script and orientation. +// Return true if estimate of orientation and script satisfies stopping +// criteria. +bool os_detect_blob(BLOBNBOX* bbox, OrientationDetector* o, + ScriptDetector* s, OSResults* osr, + tesseract::Tesseract* tess) { + tess->tess_cn_matching.set_value(true); // turn it on + tess->tess_bn_matching.set_value(false); + C_BLOB* blob = bbox->cblob(); + TBLOB* tblob = TBLOB::PolygonalCopy(tess->poly_allow_detailed_fx, blob); + TBOX box = tblob->bounding_box(); + FCOORD current_rotation(1.0f, 0.0f); + FCOORD rotation90(0.0f, 1.0f); + BLOB_CHOICE_LIST ratings[4]; + // Test the 4 orientations + for (int i = 0; i < 4; ++i) { + // Normalize the blob. Set the origin to the place we want to be the + // bottom-middle after rotation. + // Scaling is to make the rotated height the x-height. + float scaling = static_cast(kBlnXHeight) / box.height(); + float x_origin = (box.left() + box.right()) / 2.0f; + float y_origin = (box.bottom() + box.top()) / 2.0f; + if (i == 0 || i == 2) { + // Rotation is 0 or 180. + y_origin = i == 0 ? box.bottom() : box.top(); + } + else { + // Rotation is 90 or 270. + scaling = static_cast(kBlnXHeight) / box.width(); + x_origin = i == 1 ? box.left() : box.right(); + } + TBLOB* rotated_blob = new TBLOB(*tblob); + rotated_blob->Normalize(NULL, ¤t_rotation, NULL, + x_origin, y_origin, scaling, scaling, + 0.0f, static_cast(kBlnBaselineOffset), + false, NULL); + tess->AdaptiveClassifier(rotated_blob, ratings + i); + delete rotated_blob; + current_rotation.rotate(rotation90); + } + delete tblob; + + bool stop = o->detect_blob(ratings); + s->detect_blob(ratings); + int orientation = o->get_orientation(); + stop = s->must_stop(orientation) && stop; + return stop; +} + + +OrientationDetector::OrientationDetector( + const GenericVector* allowed_scripts, OSResults* osr) { + osr_ = osr; + allowed_scripts_ = allowed_scripts; +} + +// Score the given blob and return true if it is now sure of the orientation +// after adding this block. +bool OrientationDetector::detect_blob(BLOB_CHOICE_LIST* scores) { + float blob_o_score[4] = { 0.0f, 0.0f, 0.0f, 0.0f }; + float total_blob_o_score = 0.0f; + + for (int i = 0; i < 4; ++i) { + BLOB_CHOICE_IT choice_it(scores + i); + if (!choice_it.empty()) { + BLOB_CHOICE* choice = NULL; + if (allowed_scripts_ != NULL && !allowed_scripts_->empty()) { + // Find the top choice in an allowed script. + for (choice_it.mark_cycle_pt(); !choice_it.cycled_list() && + choice == NULL; choice_it.forward()) { + int choice_script = choice_it.data()->script_id(); + int s = 0; + for (s = 0; s < allowed_scripts_->size(); ++s) { + if ((*allowed_scripts_)[s] == choice_script) { + choice = choice_it.data(); + break; + } + } + } + } + else { + choice = choice_it.data(); + } + if (choice != NULL) { + // The certainty score ranges between [-20,0]. This is converted here to + // [0,1], with 1 indicating best match. + blob_o_score[i] = 1 + 0.05 * choice->certainty(); + total_blob_o_score += blob_o_score[i]; + } + } + } + if (total_blob_o_score == 0.0) return false; + // Fill in any blanks with the worst score of the others. This is better than + // picking an arbitrary probability for it and way better than -inf. + float worst_score = 0.0f; + int num_good_scores = 0; + for (int i = 0; i < 4; ++i) { + if (blob_o_score[i] > 0.0f) { + ++num_good_scores; + if (worst_score == 0.0f || blob_o_score[i] < worst_score) + worst_score = blob_o_score[i]; + } + } + if (num_good_scores == 1) { + // Lower worst if there is only one. + worst_score /= 2.0f; + } + for (int i = 0; i < 4; ++i) { + if (blob_o_score[i] == 0.0f) { + blob_o_score[i] = worst_score; + total_blob_o_score += worst_score; + } + } + // Normalize the orientation scores for the blob and use them to + // update the aggregated orientation score. + for (int i = 0; total_blob_o_score != 0 && i < 4; ++i) { + osr_->orientations[i] += log(blob_o_score[i] / total_blob_o_score); + } + + // TODO(ranjith) Add an early exit test, based on min_orientation_margin, + // as used in pagesegmain.cpp. + return false; +} + +int OrientationDetector::get_orientation() { + osr_->update_best_orientation(); + return osr_->best_result.orientation_id; +} + + +ScriptDetector::ScriptDetector(const GenericVector* allowed_scripts, + OSResults* osr, tesseract::Tesseract* tess) { + osr_ = osr; + tess_ = tess; + allowed_scripts_ = allowed_scripts; + katakana_id_ = tess_->unicharset.add_script(katakana_script); + hiragana_id_ = tess_->unicharset.add_script(hiragana_script); + han_id_ = tess_->unicharset.add_script(han_script); + hangul_id_ = tess_->unicharset.add_script(hangul_script); + japanese_id_ = tess_->unicharset.add_script(japanese_script_); + korean_id_ = tess_->unicharset.add_script(korean_script_); + latin_id_ = tess_->unicharset.add_script(latin_script); + fraktur_id_ = tess_->unicharset.add_script(fraktur_script_); +} + + +// Score the given blob and return true if it is now sure of the script after +// adding this blob. +void ScriptDetector::detect_blob(BLOB_CHOICE_LIST* scores) { + bool done[kMaxNumberOfScripts]; + for (int i = 0; i < 4; ++i) { + for (int j = 0; j < kMaxNumberOfScripts; ++j) + done[j] = false; + + BLOB_CHOICE_IT choice_it; + choice_it.set_to_list(scores + i); + + float prev_score = -1; + int script_count = 0; + int prev_id = -1; + int prev_fontinfo_id = -1; + const char* prev_unichar = ""; + const char* unichar = ""; + + for (choice_it.mark_cycle_pt(); !choice_it.cycled_list(); + choice_it.forward()) { + BLOB_CHOICE* choice = choice_it.data(); + int id = choice->script_id(); + if (allowed_scripts_ != NULL && !allowed_scripts_->empty()) { + // Check that the choice is in an allowed script. + int s = 0; + for (s = 0; s < allowed_scripts_->size(); ++s) { + if ((*allowed_scripts_)[s] == id) break; + } + if (s == allowed_scripts_->size()) continue; // Not found in list. + } + // Script already processed before. + if (done[id]) continue; + done[id] = true; + + unichar = tess_->unicharset.id_to_unichar(choice->unichar_id()); + // Save data from the first match + if (prev_score < 0) { + prev_score = -choice->certainty(); + script_count = 1; + prev_id = id; + prev_unichar = unichar; + prev_fontinfo_id = choice->fontinfo_id(); + } + else if (-choice->certainty() < prev_score + kNonAmbiguousMargin) { + ++script_count; + } + + if (strlen(prev_unichar) == 1) + if (unichar[0] >= '0' && unichar[0] <= '9') + break; + + // if script_count is >= 2, character is ambiguous, skip other matches + // since they are useless. + if (script_count >= 2) + break; + } + // Character is non ambiguous + if (script_count == 1) { + // Update the score of the winning script + osr_->scripts_na[i][prev_id] += 1.0; + + // Workaround for Fraktur + if (prev_id == latin_id_) { + if (prev_fontinfo_id >= 0) { + const tesseract::FontInfo &fi = + tess_->get_fontinfo_table().get(prev_fontinfo_id); + //printf("Font: %s i:%i b:%i f:%i s:%i k:%i (%s)\n", fi.name, + // fi.is_italic(), fi.is_bold(), fi.is_fixed_pitch(), + // fi.is_serif(), fi.is_fraktur(), + // prev_unichar); + if (fi.is_fraktur()) { + osr_->scripts_na[i][prev_id] -= 1.0; + osr_->scripts_na[i][fraktur_id_] += 1.0; + } + } + } + + // Update Japanese / Korean pseudo-scripts + if (prev_id == katakana_id_) + osr_->scripts_na[i][japanese_id_] += 1.0; + if (prev_id == hiragana_id_) + osr_->scripts_na[i][japanese_id_] += 1.0; + if (prev_id == hangul_id_) + osr_->scripts_na[i][korean_id_] += 1.0; + if (prev_id == han_id_) { + osr_->scripts_na[i][korean_id_] += kHanRatioInKorean; + osr_->scripts_na[i][japanese_id_] += kHanRatioInJapanese; + } + } + } // iterate over each orientation +} + +bool ScriptDetector::must_stop(int orientation) { + osr_->update_best_script(orientation); + return osr_->best_result.sconfidence > 1; +} + +// Helper method to convert an orientation index to its value in degrees. +// The value represents the amount of clockwise rotation in degrees that must be +// applied for the text to be upright (readable). +int OrientationIdToValue(const int& id) { + switch (id) { + case 0: + return 0; + case 1: + return 270; + case 2: + return 180; + case 3: + return 90; + default: + return -1; + } +} diff --git a/3rdparty/hgOCR/include/ccmain/osdetect.h b/3rdparty/hgOCR/include/ccmain/osdetect.h new file mode 100644 index 00000000..f68853a7 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/osdetect.h @@ -0,0 +1,138 @@ +/////////////////////////////////////////////////////////////////////// +// File: osdetect.h +// Description: Orientation and script detection. +// Author: Samuel Charron +// Ranjith Unnikrishnan +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_OSDETECT_H__ +#define TESSERACT_CCMAIN_OSDETECT_H__ + +#include "strngs.h" +#include "unicharset.h" + +class TO_BLOCK_LIST; +class BLOBNBOX; +class BLOB_CHOICE_LIST; +class BLOBNBOX_CLIST; + +namespace tesseract { + class Tesseract; +} + +// Max number of scripts in ICU + "NULL" + Japanese and Korean + Fraktur +const int kMaxNumberOfScripts = 116 + 1 + 2 + 1; + +struct OSBestResult { + OSBestResult() : orientation_id(0), script_id(0), sconfidence(0.0), + oconfidence(0.0) {} + int orientation_id; + int script_id; + float sconfidence; + float oconfidence; +}; + +struct OSResults { + OSResults() : unicharset(NULL) { + for (int i = 0; i < 4; ++i) { + for (int j = 0; j < kMaxNumberOfScripts; ++j) + scripts_na[i][j] = 0; + orientations[i] = 0; + } + } + void update_best_orientation(); + // Set the estimate of the orientation to the given id. + void set_best_orientation(int orientation_id); + // Update/Compute the best estimate of the script assuming the given + // orientation id. + void update_best_script(int orientation_id); + // Return the index of the script with the highest score for this orientation. + TESS_API int get_best_script(int orientation_id) const; + // Accumulate scores with given OSResults instance and update the best script. + void accumulate(const OSResults& osr); + + // Print statistics. + void print_scores(void) const; + void print_scores(int orientation_id) const; + + // Array holding scores for each orientation id [0,3]. + // Orientation ids [0..3] map to [0, 270, 180, 90] degree orientations of the + // page respectively, where the values refer to the amount of clockwise + // rotation to be applied to the page for the text to be upright and readable. + float orientations[4]; + // Script confidence scores for each of 4 possible orientations. + float scripts_na[4][kMaxNumberOfScripts]; + + UNICHARSET* unicharset; + OSBestResult best_result; +}; + +class OrientationDetector { +public: + OrientationDetector(const GenericVector* allowed_scripts, + OSResults* results); + bool detect_blob(BLOB_CHOICE_LIST* scores); + int get_orientation(); +private: + OSResults* osr_; + const GenericVector* allowed_scripts_; +}; + +class ScriptDetector { +public: + ScriptDetector(const GenericVector* allowed_scripts, + OSResults* osr, tesseract::Tesseract* tess); + void detect_blob(BLOB_CHOICE_LIST* scores); + bool must_stop(int orientation); +private: + OSResults* osr_; + static const char* korean_script_; + static const char* japanese_script_; + static const char* fraktur_script_; + int korean_id_; + int japanese_id_; + int katakana_id_; + int hiragana_id_; + int han_id_; + int hangul_id_; + int latin_id_; + int fraktur_id_; + tesseract::Tesseract* tess_; + const GenericVector* allowed_scripts_; +}; + +int orientation_and_script_detection(STRING& filename, + OSResults*, + tesseract::Tesseract*); + +int os_detect(TO_BLOCK_LIST* port_blocks, + OSResults* osr, + tesseract::Tesseract* tess); + +int os_detect_blobs(const GenericVector* allowed_scripts, + BLOBNBOX_CLIST* blob_list, + OSResults* osr, + tesseract::Tesseract* tess); + +bool os_detect_blob(BLOBNBOX* bbox, OrientationDetector* o, + ScriptDetector* s, OSResults*, + tesseract::Tesseract* tess); + +// Helper method to convert an orientation index to its value in degrees. +// The value represents the amount of clockwise rotation in degrees that must be +// applied for the text to be upright (readable). +TESS_API int OrientationIdToValue(const int& id); + +#endif // TESSERACT_CCMAIN_OSDETECT_H__ diff --git a/3rdparty/hgOCR/include/ccmain/output.cpp b/3rdparty/hgOCR/include/ccmain/output.cpp new file mode 100644 index 00000000..5f203cb2 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/output.cpp @@ -0,0 +1,450 @@ +/****************************************************************** + * File: output.cpp (Formerly output.c) + * Description: Output pass + * Author: Phil Cheatle + * Created: Thu Aug 4 10:56:08 BST 1994 + * + * (C) Copyright 1994, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#endif + +#include +#include +#ifdef __UNIX__ +#include +#include +#include +#endif +#include "helpers.h" +#include "tessvars.h" +#include "control.h" +#include "reject.h" +#include "docqual.h" +#include "output.h" +#include "globals.h" +#include "tesseractclass.h" + +#define EPAPER_EXT ".ep" +#define PAGE_YSIZE 3508 +#define CTRL_INSET '\024' //dc4=text inset +#define CTRL_FONT '\016' //so=font change +#define CTRL_DEFAULT '\017' //si=default font +#define CTRL_SHIFT '\022' //dc2=x shift +#define CTRL_TAB '\011' //tab +#define CTRL_NEWLINE '\012' //newline +#define CTRL_HARDLINE '\015' //cr + + /********************************************************************** + * pixels_to_pts + * + * Convert an integer number of pixels to the nearest integer + * number of points. + **********************************************************************/ + +inT32 pixels_to_pts( //convert coords + inT32 pixels, + inT32 pix_res //resolution +) { + float pts; //converted value + + pts = pixels * 72.0 / pix_res; + return (inT32)(pts + 0.5); //round it +} + +namespace tesseract { + void Tesseract::output_pass( //Tess output pass //send to api + PAGE_RES_IT &page_res_it, + const TBOX *target_word_box) { + BLOCK_RES *block_of_last_word; + BOOL8 force_eol; //During output + BLOCK *nextblock; //block of next word + WERD *nextword; //next word + + page_res_it.restart_page(); + block_of_last_word = NULL; + while (page_res_it.word() != NULL) { + check_debug_pt(page_res_it.word(), 120); + + if (target_word_box) { + TBOX current_word_box = page_res_it.word()->word->bounding_box(); + FCOORD center_pt( + (current_word_box.right() + current_word_box.left()) / 2, + (current_word_box.bottom() + current_word_box.top()) / 2); + if (!target_word_box->contains(center_pt)) { + page_res_it.forward(); + continue; + } + } + if (tessedit_write_block_separators && + block_of_last_word != page_res_it.block()) { + block_of_last_word = page_res_it.block(); + } + + force_eol = (tessedit_write_block_separators && + (page_res_it.block() != page_res_it.next_block())) || + (page_res_it.next_word() == NULL); + + if (page_res_it.next_word() != NULL) + nextword = page_res_it.next_word()->word; + else + nextword = NULL; + if (page_res_it.next_block() != NULL) + nextblock = page_res_it.next_block()->block; + else + nextblock = NULL; + //regardless of tilde crunching + write_results(page_res_it, + determine_newline_type(page_res_it.word()->word, + page_res_it.block()->block, + nextword, nextblock), force_eol); + page_res_it.forward(); + } + } + + + /************************************************************************* + * write_results() + * + * All recognition and rejection has now been done. Generate the following: + * .txt file - giving the final best choices with NO highlighting + * .raw file - giving the tesseract top choice output for each word + * .map file - showing how the .txt file has been rejected in the .ep file + * epchoice list - a list of one element per word, containing the text for the + * epaper. Reject strings are inserted. + * inset list - a list of bounding boxes of reject insets - indexed by the + * reject strings in the epchoice text. + *************************************************************************/ + void Tesseract::write_results(PAGE_RES_IT &page_res_it, + char newline_type, // type of newline + BOOL8 force_eol) { // override tilde crunch? + WERD_RES *word = page_res_it.word(); + const UNICHARSET &uchset = *word->uch_set; + int i; + BOOL8 need_reject = FALSE; + UNICHAR_ID space = uchset.unichar_to_id(" "); + + if ((word->unlv_crunch_mode != CR_NONE || + word->best_choice->length() == 0) && + !tessedit_zero_kelvin_rejection && !tessedit_word_for_word) { + if ((word->unlv_crunch_mode != CR_DELETE) && + (!stats_.tilde_crunch_written || + ((word->unlv_crunch_mode == CR_KEEP_SPACE) && + (word->word->space() > 0) && + !word->word->flag(W_FUZZY_NON) && + !word->word->flag(W_FUZZY_SP)))) { + if (!word->word->flag(W_BOL) && + (word->word->space() > 0) && + !word->word->flag(W_FUZZY_NON) && + !word->word->flag(W_FUZZY_SP)) { + stats_.last_char_was_tilde = false; + } + need_reject = TRUE; + } + if ((need_reject && !stats_.last_char_was_tilde) || + (force_eol && stats_.write_results_empty_block)) { + /* Write a reject char - mark as rejected unless zero_rejection mode */ + stats_.last_char_was_tilde = TRUE; + stats_.tilde_crunch_written = true; + stats_.last_char_was_newline = false; + stats_.write_results_empty_block = false; + } + + if ((word->word->flag(W_EOL) && !stats_.last_char_was_newline) || force_eol) { + stats_.tilde_crunch_written = false; + stats_.last_char_was_newline = true; + stats_.last_char_was_tilde = false; + } + + if (force_eol) + stats_.write_results_empty_block = true; + return; + } + + /* NORMAL PROCESSING of non tilde crunched words */ + + stats_.tilde_crunch_written = false; + if (newline_type) + stats_.last_char_was_newline = true; + else + stats_.last_char_was_newline = false; + stats_.write_results_empty_block = force_eol; // about to write a real word + + if (unlv_tilde_crunching && + stats_.last_char_was_tilde && + (word->word->space() == 0) && + !(word->word->flag(W_REP_CHAR) && tessedit_write_rep_codes) && + (word->best_choice->unichar_id(0) == space)) { + /* Prevent adjacent tilde across words - we know that adjacent tildes within + words have been removed */ + word->MergeAdjacentBlobs(0); + } + if (newline_type || + (word->word->flag(W_REP_CHAR) && tessedit_write_rep_codes)) + stats_.last_char_was_tilde = false; + else { + if (word->reject_map.length() > 0) { + if (word->best_choice->unichar_id(word->reject_map.length() - 1) == space) + stats_.last_char_was_tilde = true; + else + stats_.last_char_was_tilde = false; + } + else if (word->word->space() > 0) + stats_.last_char_was_tilde = false; + /* else it is unchanged as there are no output chars */ + } + + ASSERT_HOST(word->best_choice->length() == word->reject_map.length()); + + set_unlv_suspects(word); + check_debug_pt(word, 120); + if (tessedit_rejection_debug) { + tprintf("Dict word: \"%s\": %d\n", + word->best_choice->debug_string().string(), + dict_word(*(word->best_choice))); + } + if (!word->word->flag(W_REP_CHAR) || !tessedit_write_rep_codes) { + if (tessedit_zero_rejection) { + /* OVERRIDE ALL REJECTION MECHANISMS - ONLY REJECT TESS FAILURES */ + for (i = 0; i < word->best_choice->length(); ++i) { + if (word->reject_map[i].rejected()) + word->reject_map[i].setrej_minimal_rej_accept(); + } + } + if (tessedit_minimal_rejection) { + /* OVERRIDE ALL REJECTION MECHANISMS - ONLY REJECT TESS FAILURES */ + for (i = 0; i < word->best_choice->length(); ++i) { + if ((word->best_choice->unichar_id(i) != space) && + word->reject_map[i].rejected()) + word->reject_map[i].setrej_minimal_rej_accept(); + } + } + } + } +} // namespace tesseract + +/********************************************************************** + * determine_newline_type + * + * Find whether we have a wrapping or hard newline. + * Return FALSE if not at end of line. + **********************************************************************/ + +char determine_newline_type( //test line ends + WERD *word, //word to do + BLOCK *block, //current block + WERD *next_word, //next word + BLOCK *next_block //block of next word +) { + inT16 end_gap; //to right edge + inT16 width; //of next word + TBOX word_box; //bounding + TBOX next_box; //next word + TBOX block_box; //block bounding + + if (!word->flag(W_EOL)) + return FALSE; //not end of line + if (next_word == NULL || next_block == NULL || block != next_block) + return CTRL_NEWLINE; + if (next_word->space() > 0) + return CTRL_HARDLINE; //it is tabbed + word_box = word->bounding_box(); + next_box = next_word->bounding_box(); + block_box = block->bounding_box(); + //gap to eol + end_gap = block_box.right() - word_box.right(); + end_gap -= (inT32)block->space(); + width = next_box.right() - next_box.left(); + // tprintf("end_gap=%d-%d=%d, width=%d-%d=%d, nl=%d\n", + // block_box.right(),word_box.right(),end_gap, + // next_box.right(),next_box.left(),width, + // end_gap>width ? CTRL_HARDLINE : CTRL_NEWLINE); + return end_gap > width ? CTRL_HARDLINE : CTRL_NEWLINE; +} + +/************************************************************************* + * get_rep_char() + * Return the first accepted character from the repetition string. This is the + * character which is repeated - as determined earlier by fix_rep_char() + *************************************************************************/ +namespace tesseract { + UNICHAR_ID Tesseract::get_rep_char(WERD_RES *word) { // what char is repeated? + int i; + for (i = 0; ((i < word->reject_map.length()) && + (word->reject_map[i].rejected())); ++i); + + if (i < word->reject_map.length()) { + return word->best_choice->unichar_id(i); + } + else { + return word->uch_set->unichar_to_id(unrecognised_char.string()); + } + } + + /************************************************************************* + * SUSPECT LEVELS + * + * 0 - don't reject ANYTHING + * 1,2 - partial rejection + * 3 - BEST + * + * NOTE: to reject JUST tess failures in the .map file set suspect_level 3 and + * tessedit_minimal_rejection. + *************************************************************************/ + void Tesseract::set_unlv_suspects(WERD_RES *word_res) { + int len = word_res->reject_map.length(); + const WERD_CHOICE &word = *(word_res->best_choice); + const UNICHARSET &uchset = *word.unicharset(); + int i; + float rating_per_ch; + + if (suspect_level == 0) { + for (i = 0; i < len; i++) { + if (word_res->reject_map[i].rejected()) + word_res->reject_map[i].setrej_minimal_rej_accept(); + } + return; + } + + if (suspect_level >= 3) + return; //Use defaults + + /* NOW FOR LEVELS 1 and 2 Find some stuff to unreject*/ + + if (safe_dict_word(word_res) && + (count_alphas(word) > suspect_short_words)) { + /* Unreject alphas in dictionary words */ + for (i = 0; i < len; ++i) { + if (word_res->reject_map[i].rejected() && + uchset.get_isalpha(word.unichar_id(i))) + word_res->reject_map[i].setrej_minimal_rej_accept(); + } + } + + rating_per_ch = word.rating() / word_res->reject_map.length(); + + if (rating_per_ch >= suspect_rating_per_ch) + return; // Don't touch bad ratings + + if ((word_res->tess_accepted) || (rating_per_ch < suspect_accept_rating)) { + /* Unreject any Tess Acceptable word - but NOT tess reject chs*/ + for (i = 0; i < len; ++i) { + if (word_res->reject_map[i].rejected() && + (!uchset.eq(word.unichar_id(i), " "))) + word_res->reject_map[i].setrej_minimal_rej_accept(); + } + } + + for (i = 0; i < len; i++) { + if (word_res->reject_map[i].rejected()) { + if (word_res->reject_map[i].flag(R_DOC_REJ)) + word_res->reject_map[i].setrej_minimal_rej_accept(); + if (word_res->reject_map[i].flag(R_BLOCK_REJ)) + word_res->reject_map[i].setrej_minimal_rej_accept(); + if (word_res->reject_map[i].flag(R_ROW_REJ)) + word_res->reject_map[i].setrej_minimal_rej_accept(); + } + } + + if (suspect_level == 2) + return; + + if (!suspect_constrain_1Il || + (word_res->reject_map.length() <= suspect_short_words)) { + for (i = 0; i < len; i++) { + if (word_res->reject_map[i].rejected()) { + if ((word_res->reject_map[i].flag(R_1IL_CONFLICT) || + word_res->reject_map[i].flag(R_POSTNN_1IL))) + word_res->reject_map[i].setrej_minimal_rej_accept(); + + if (!suspect_constrain_1Il && + word_res->reject_map[i].flag(R_MM_REJECT)) + word_res->reject_map[i].setrej_minimal_rej_accept(); + } + } + } + + if (acceptable_word_string(*word_res->uch_set, + word.unichar_string().string(), + word.unichar_lengths().string()) != + AC_UNACCEPTABLE || + acceptable_number_string(word.unichar_string().string(), + word.unichar_lengths().string())) { + if (word_res->reject_map.length() > suspect_short_words) { + for (i = 0; i < len; i++) { + if (word_res->reject_map[i].rejected() && + (!word_res->reject_map[i].perm_rejected() || + word_res->reject_map[i].flag(R_1IL_CONFLICT) || + word_res->reject_map[i].flag(R_POSTNN_1IL) || + word_res->reject_map[i].flag(R_MM_REJECT))) { + word_res->reject_map[i].setrej_minimal_rej_accept(); + } + } + } + } + } + + inT16 Tesseract::count_alphas(const WERD_CHOICE &word) { + int count = 0; + for (int i = 0; i < word.length(); ++i) { + if (word.unicharset()->get_isalpha(word.unichar_id(i))) + count++; + } + return count; + } + + + inT16 Tesseract::count_alphanums(const WERD_CHOICE &word) { + int count = 0; + for (int i = 0; i < word.length(); ++i) { + if (word.unicharset()->get_isalpha(word.unichar_id(i)) || + word.unicharset()->get_isdigit(word.unichar_id(i))) + count++; + } + return count; + } + + + BOOL8 Tesseract::acceptable_number_string(const char *s, + const char *lengths) { + BOOL8 prev_digit = FALSE; + + if (*lengths == 1 && *s == '(') + s++; + + if (*lengths == 1 && + ((*s == '$') || (*s == '.') || (*s == '+') || (*s == '-'))) + s++; + + for (; *s != '\0'; s += *(lengths++)) { + if (unicharset.get_isdigit(s, *lengths)) + prev_digit = TRUE; + else if (prev_digit && + (*lengths == 1 && ((*s == '.') || (*s == ',') || (*s == '-')))) + prev_digit = FALSE; + else if (prev_digit && *lengths == 1 && + (*(s + *lengths) == '\0') && ((*s == '%') || (*s == ')'))) + return TRUE; + else if (prev_digit && + *lengths == 1 && (*s == '%') && + (*(lengths + 1) == 1 && *(s + *lengths) == ')') && + (*(s + *lengths + *(lengths + 1)) == '\0')) + return TRUE; + else + return FALSE; + } + return TRUE; + } +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/output.h b/3rdparty/hgOCR/include/ccmain/output.h new file mode 100644 index 00000000..513e0b26 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/output.h @@ -0,0 +1,33 @@ +/****************************************************************** + * File: output.h (Formerly output.h) + * Description: Output pass + * Author: Phil Cheatle + * Created: Thu Aug 4 10:56:08 BST 1994 + * + * (C) Copyright 1994, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef OUTPUT_H +#define OUTPUT_H + +#include "params.h" + //#include "epapconv.h" +#include "pageres.h" + +/** test line ends */ +char determine_newline_type(WERD *word, ///< word to do + BLOCK *block, ///< current block + WERD *next_word, ///< next word + BLOCK *next_block ///< block of next word +); +#endif diff --git a/3rdparty/hgOCR/include/ccmain/pageiterator.cpp b/3rdparty/hgOCR/include/ccmain/pageiterator.cpp new file mode 100644 index 00000000..338adffc --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/pageiterator.cpp @@ -0,0 +1,631 @@ +/////////////////////////////////////////////////////////////////////// +// File: pageiterator.cpp +// Description: Iterator for tesseract page structure that avoids using +// tesseract internal data structures. +// Author: Ray Smith +// Created: Fri Feb 26 14:32:09 PST 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "pageiterator.h" +#include "allheaders.h" +#include "helpers.h" +#include "pageres.h" +#include "tesseractclass.h" + +namespace tesseract { + + PageIterator::PageIterator(PAGE_RES* page_res, Tesseract* tesseract, int scale, + int scaled_yres, int rect_left, int rect_top, + int rect_width, int rect_height) + : page_res_(page_res), + tesseract_(tesseract), + word_(NULL), + word_length_(0), + blob_index_(0), + cblob_it_(NULL), + include_upper_dots_(false), + include_lower_dots_(false), + scale_(scale), + scaled_yres_(scaled_yres), + rect_left_(rect_left), + rect_top_(rect_top), + rect_width_(rect_width), + rect_height_(rect_height) { + it_ = new PAGE_RES_IT(page_res); + PageIterator::Begin(); + } + + PageIterator::~PageIterator() { + delete it_; + delete cblob_it_; + } + + /** + * PageIterators may be copied! This makes it possible to iterate over + * all the objects at a lower level, while maintaining an iterator to + * objects at a higher level. + */ + PageIterator::PageIterator(const PageIterator& src) + : page_res_(src.page_res_), + tesseract_(src.tesseract_), + word_(NULL), + word_length_(src.word_length_), + blob_index_(src.blob_index_), + cblob_it_(NULL), + include_upper_dots_(src.include_upper_dots_), + include_lower_dots_(src.include_lower_dots_), + scale_(src.scale_), + scaled_yres_(src.scaled_yres_), + rect_left_(src.rect_left_), + rect_top_(src.rect_top_), + rect_width_(src.rect_width_), + rect_height_(src.rect_height_) { + it_ = new PAGE_RES_IT(*src.it_); + BeginWord(src.blob_index_); + } + + const PageIterator& PageIterator::operator=(const PageIterator& src) { + page_res_ = src.page_res_; + tesseract_ = src.tesseract_; + include_upper_dots_ = src.include_upper_dots_; + include_lower_dots_ = src.include_lower_dots_; + scale_ = src.scale_; + scaled_yres_ = src.scaled_yres_; + rect_left_ = src.rect_left_; + rect_top_ = src.rect_top_; + rect_width_ = src.rect_width_; + rect_height_ = src.rect_height_; + delete it_; + it_ = new PAGE_RES_IT(*src.it_); + BeginWord(src.blob_index_); + return *this; + } + + bool PageIterator::PositionedAtSameWord(const PAGE_RES_IT* other) const { + return (it_ == NULL && it_ == other) || + ((other != NULL) && (it_ != NULL) && (*it_ == *other)); + } + + // ============= Moving around within the page ============. + + /** Resets the iterator to point to the start of the page. */ + void PageIterator::Begin() { + it_->restart_page_with_empties(); + BeginWord(0); + } + + void PageIterator::RestartParagraph() { + if (it_->block() == NULL) return; // At end of the document. + PAGE_RES_IT para(page_res_); + PAGE_RES_IT next_para(para); + next_para.forward_paragraph(); + while (next_para.cmp(*it_) <= 0) { + para = next_para; + next_para.forward_paragraph(); + } + *it_ = para; + BeginWord(0); + } + + bool PageIterator::IsWithinFirstTextlineOfParagraph() const { + PageIterator p_start(*this); + p_start.RestartParagraph(); + return p_start.it_->row() == it_->row(); + } + + void PageIterator::RestartRow() { + it_->restart_row(); + BeginWord(0); + } + + /** + * Moves to the start of the next object at the given level in the + * page hierarchy, and returns false if the end of the page was reached. + * NOTE (CHANGED!) that ALL PageIteratorLevel level values will visit each + * non-text block at least once. + * Think of non text blocks as containing a single para, with at least one + * line, with a single imaginary word, containing a single symbol. + * The bounding boxes mark out any polygonal nature of the block, and + * PTIsTextType(BLockType()) is false for non-text blocks. + * Calls to Next with different levels may be freely intermixed. + * This function iterates words in right-to-left scripts correctly, if + * the appropriate language has been loaded into Tesseract. + */ + bool PageIterator::Next(PageIteratorLevel level) { + if (it_->block() == NULL) return false; // Already at the end! + if (it_->word() == NULL) + level = RIL_BLOCK; + + switch (level) { + case RIL_BLOCK: + it_->forward_block(); + break; + case RIL_PARA: + it_->forward_paragraph(); + break; + case RIL_TEXTLINE: + for (it_->forward_with_empties(); it_->row() == it_->prev_row(); + it_->forward_with_empties()); + break; + case RIL_WORD: + it_->forward_with_empties(); + break; + case RIL_SYMBOL: + if (cblob_it_ != NULL) + cblob_it_->forward(); + ++blob_index_; + if (blob_index_ >= word_length_) + it_->forward_with_empties(); + else + return true; + break; + } + BeginWord(0); + return it_->block() != NULL; + } + + /** + * Returns true if the iterator is at the start of an object at the given + * level. Possible uses include determining if a call to Next(RIL_WORD) + * moved to the start of a RIL_PARA. + */ + bool PageIterator::IsAtBeginningOf(PageIteratorLevel level) const { + if (it_->block() == NULL) return false; // Already at the end! + if (it_->word() == NULL) return true; // In an image block. + switch (level) { + case RIL_BLOCK: + return blob_index_ == 0 && it_->block() != it_->prev_block(); + case RIL_PARA: + return blob_index_ == 0 && + (it_->block() != it_->prev_block() || + it_->row()->row->para() != it_->prev_row()->row->para()); + case RIL_TEXTLINE: + return blob_index_ == 0 && it_->row() != it_->prev_row(); + case RIL_WORD: + return blob_index_ == 0; + case RIL_SYMBOL: + return true; + } + return false; + } + + /** + * Returns whether the iterator is positioned at the last element in a + * given level. (e.g. the last word in a line, the last line in a block) + */ + bool PageIterator::IsAtFinalElement(PageIteratorLevel level, + PageIteratorLevel element) const { + if (Empty(element)) return true; // Already at the end! + // The result is true if we step forward by element and find we are + // at the the end of the page or at beginning of *all* levels in: + // [level, element). + // When there is more than one level difference between element and level, + // we could for instance move forward one symbol and still be at the first + // word on a line, so we also have to be at the first symbol in a word. + PageIterator next(*this); + next.Next(element); + if (next.Empty(element)) return true; // Reached the end of the page. + while (element > level) { + element = static_cast(element - 1); + if (!next.IsAtBeginningOf(element)) + return false; + } + return true; + } + + /** + * Returns whether this iterator is positioned + * before other: -1 + * equal to other: 0 + * after other: 1 + */ + int PageIterator::Cmp(const PageIterator &other) const { + int word_cmp = it_->cmp(*other.it_); + if (word_cmp != 0) + return word_cmp; + if (blob_index_ < other.blob_index_) + return -1; + if (blob_index_ == other.blob_index_) + return 0; + return 1; + } + + // ============= Accessing data ==============. + // Coordinate system: + // Integer coordinates are at the cracks between the pixels. + // The top-left corner of the top-left pixel in the image is at (0,0). + // The bottom-right corner of the bottom-right pixel in the image is at + // (width, height). + // Every bounding box goes from the top-left of the top-left contained + // pixel to the bottom-right of the bottom-right contained pixel, so + // the bounding box of the single top-left pixel in the image is: + // (0,0)->(1,1). + // If an image rectangle has been set in the API, then returned coordinates + // relate to the original (full) image, rather than the rectangle. + + /** + * Returns the bounding rectangle of the current object at the given level in + * the coordinates of the working image that is pix_binary(). + * See comment on coordinate system above. + * Returns false if there is no such object at the current position. + */ + bool PageIterator::BoundingBoxInternal(PageIteratorLevel level, + int* left, int* top, + int* right, int* bottom) const { + if (Empty(level)) + return false; + TBOX box; + PARA *para = NULL; + switch (level) { + case RIL_BLOCK: + box = it_->block()->block->restricted_bounding_box(include_upper_dots_, + include_lower_dots_); + break; + case RIL_PARA: + para = it_->row()->row->para(); + // explicit fall-through. + case RIL_TEXTLINE: + box = it_->row()->row->restricted_bounding_box(include_upper_dots_, + include_lower_dots_); + break; + case RIL_WORD: + box = it_->word()->word->restricted_bounding_box(include_upper_dots_, + include_lower_dots_); + break; + case RIL_SYMBOL: + if (cblob_it_ == NULL) + box = it_->word()->box_word->BlobBox(blob_index_); + else + box = cblob_it_->data()->bounding_box(); + } + if (level == RIL_PARA) { + PageIterator other = *this; + other.Begin(); + do { + if (other.it_->block() && + other.it_->block()->block == it_->block()->block && + other.it_->row() && other.it_->row()->row && + other.it_->row()->row->para() == para) { + box = box.bounding_union(other.it_->row()->row->bounding_box()); + } + } while (other.Next(RIL_TEXTLINE)); + } + if (level != RIL_SYMBOL || cblob_it_ != NULL) + box.rotate(it_->block()->block->re_rotation()); + // Now we have a box in tesseract coordinates relative to the image rectangle, + // we have to convert the coords to a top-down system. + const int pix_height = pixGetHeight(tesseract_->pix_binary()); + const int pix_width = pixGetWidth(tesseract_->pix_binary()); + *left = ClipToRange(static_cast(box.left()), 0, pix_width); + *top = ClipToRange(pix_height - box.top(), 0, pix_height); + *right = ClipToRange(static_cast(box.right()), *left, pix_width); + *bottom = ClipToRange(pix_height - box.bottom(), *top, pix_height); + return true; + } + + /** + * Returns the bounding rectangle of the current object at the given level in + * coordinates of the original image. + * See comment on coordinate system above. + * Returns false if there is no such object at the current position. + */ + bool PageIterator::BoundingBox(PageIteratorLevel level, + int* left, int* top, + int* right, int* bottom) const { + return BoundingBox(level, 0, left, top, right, bottom); + } + + bool PageIterator::BoundingBox(PageIteratorLevel level, const int padding, + int* left, int* top, + int* right, int* bottom) const { + if (!BoundingBoxInternal(level, left, top, right, bottom)) + return false; + // Convert to the coordinate system of the original image. + *left = ClipToRange(*left / scale_ + rect_left_ - padding, + rect_left_, rect_left_ + rect_width_); + *top = ClipToRange(*top / scale_ + rect_top_ - padding, + rect_top_, rect_top_ + rect_height_); + *right = ClipToRange((*right + scale_ - 1) / scale_ + rect_left_ + padding, + *left, rect_left_ + rect_width_); + *bottom = ClipToRange((*bottom + scale_ - 1) / scale_ + rect_top_ + padding, + *top, rect_top_ + rect_height_); + return true; + } + + /** Return that there is no such object at a given level. */ + bool PageIterator::Empty(PageIteratorLevel level) const { + if (it_->block() == NULL) return true; // Already at the end! + if (it_->word() == NULL && level != RIL_BLOCK) return true; // image block + if (level == RIL_SYMBOL && blob_index_ >= word_length_) + return true; // Zero length word, or already at the end of it. + return false; + } + + /** Returns the type of the current block. See apitypes.h for PolyBlockType. */ + PolyBlockType PageIterator::BlockType() const { + if (it_->block() == NULL || it_->block()->block == NULL) + return PT_UNKNOWN; // Already at the end! + if (it_->block()->block->poly_block() == NULL) + return PT_FLOWING_TEXT; // No layout analysis used - assume text. + return it_->block()->block->poly_block()->isA(); + } + + /** Returns the polygon outline of the current block. The returned Pta must + * be ptaDestroy-ed after use. */ + Pta* PageIterator::BlockPolygon() const { + if (it_->block() == NULL || it_->block()->block == NULL) + return NULL; // Already at the end! + if (it_->block()->block->poly_block() == NULL) + return NULL; // No layout analysis used - no polygon. + ICOORDELT_IT it(it_->block()->block->poly_block()->points()); + Pta* pta = ptaCreate(it.length()); + int num_pts = 0; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward(), ++num_pts) { + ICOORD* pt = it.data(); + // Convert to top-down coords within the input image. + float x = static_cast(pt->x()) / scale_ + rect_left_; + float y = rect_top_ + rect_height_ - static_cast(pt->y()) / scale_; + ptaAddPt(pta, x, y); + } + return pta; + } + + /** + * Returns a binary image of the current object at the given level. + * The position and size match the return from BoundingBoxInternal, and so this + * could be upscaled with respect to the original input image. + * Use pixDestroy to delete the image after use. + * The following methods are used to generate the images: + * RIL_BLOCK: mask the page image with the block polygon. + * RIL_TEXTLINE: Clip the rectangle of the line box from the page image. + * TODO(rays) fix this to generate and use a line polygon. + * RIL_WORD: Clip the rectangle of the word box from the page image. + * RIL_SYMBOL: Render the symbol outline to an image for cblobs (prior + * to recognition) or the bounding box otherwise. + * A reconstruction of the original image (using xor to check for double + * representation) should be reasonably accurate, + * apart from removed noise, at the block level. Below the block level, the + * reconstruction will be missing images and line separators. + * At the symbol level, kerned characters will be invade the bounding box + * if rendered after recognition, making an xor reconstruction inaccurate, but + * an or construction better. Before recognition, symbol-level reconstruction + * should be good, even with xor, since the images come from the connected + * components. + */ + Pix* PageIterator::GetBinaryImage(PageIteratorLevel level) const { + int left, top, right, bottom; + if (!BoundingBoxInternal(level, &left, &top, &right, &bottom)) + return NULL; + if (level == RIL_SYMBOL && cblob_it_ != NULL && + cblob_it_->data()->area() != 0) + return cblob_it_->data()->render(); + Box* box = boxCreate(left, top, right - left, bottom - top); + Pix* pix = pixClipRectangle(tesseract_->pix_binary(), box, NULL); + boxDestroy(&box); + if (level == RIL_BLOCK || level == RIL_PARA) { + // Clip to the block polygon as well. + TBOX mask_box; + Pix* mask = it_->block()->block->render_mask(&mask_box); + int mask_x = left - mask_box.left(); + int mask_y = top - (tesseract_->ImageHeight() - mask_box.top()); + // AND the mask and pix, putting the result in pix. + pixRasterop(pix, MAX(0, -mask_x), MAX(0, -mask_y), pixGetWidth(pix), + pixGetHeight(pix), PIX_SRC & PIX_DST, mask, MAX(0, mask_x), + MAX(0, mask_y)); + pixDestroy(&mask); + } + return pix; + } + + /** + * Returns an image of the current object at the given level in greyscale + * if available in the input. To guarantee a binary image use BinaryImage. + * NOTE that in order to give the best possible image, the bounds are + * expanded slightly over the binary connected component, by the supplied + * padding, so the top-left position of the returned image is returned + * in (left,top). These will most likely not match the coordinates + * returned by BoundingBox. + * If you do not supply an original image, you will get a binary one. + * Use pixDestroy to delete the image after use. + */ + Pix* PageIterator::GetImage(PageIteratorLevel level, int padding, + Pix* original_img, + int* left, int* top) const { + int right, bottom; + if (!BoundingBox(level, left, top, &right, &bottom)) + return NULL; + if (original_img == NULL) + return GetBinaryImage(level); + + // Expand the box. + *left = MAX(*left - padding, 0); + *top = MAX(*top - padding, 0); + right = MIN(right + padding, rect_width_); + bottom = MIN(bottom + padding, rect_height_); + Box* box = boxCreate(*left, *top, right - *left, bottom - *top); + Pix* grey_pix = pixClipRectangle(original_img, box, NULL); + boxDestroy(&box); + if (level == RIL_BLOCK || level == RIL_PARA) { + // Clip to the block polygon as well. + TBOX mask_box; + Pix* mask = it_->block()->block->render_mask(&mask_box); + // Copy the mask registered correctly into an image the size of grey_pix. + int mask_x = *left - mask_box.left(); + int mask_y = *top - (pixGetHeight(original_img) - mask_box.top()); + int width = pixGetWidth(grey_pix); + int height = pixGetHeight(grey_pix); + Pix* resized_mask = pixCreate(width, height, 1); + pixRasterop(resized_mask, MAX(0, -mask_x), MAX(0, -mask_y), width, height, + PIX_SRC, mask, MAX(0, mask_x), MAX(0, mask_y)); + pixDestroy(&mask); + pixDilateBrick(resized_mask, resized_mask, 2 * padding + 1, + 2 * padding + 1); + pixInvert(resized_mask, resized_mask); + pixSetMasked(grey_pix, resized_mask, MAX_UINT32); + pixDestroy(&resized_mask); + } + return grey_pix; + } + + /** + * Returns the baseline of the current object at the given level. + * The baseline is the line that passes through (x1, y1) and (x2, y2). + * WARNING: with vertical text, baselines may be vertical! + */ + bool PageIterator::Baseline(PageIteratorLevel level, + int* x1, int* y1, int* x2, int* y2) const { + if (it_->word() == NULL) return false; // Already at the end! + ROW* row = it_->row()->row; + WERD* word = it_->word()->word; + TBOX box = (level == RIL_WORD || level == RIL_SYMBOL) + ? word->bounding_box() + : row->bounding_box(); + int left = box.left(); + ICOORD startpt(left, static_cast(row->base_line(left) + 0.5)); + int right = box.right(); + ICOORD endpt(right, static_cast(row->base_line(right) + 0.5)); + // Rotate to image coordinates and convert to global image coords. + startpt.rotate(it_->block()->block->re_rotation()); + endpt.rotate(it_->block()->block->re_rotation()); + *x1 = startpt.x() / scale_ + rect_left_; + *y1 = (rect_height_ - startpt.y()) / scale_ + rect_top_; + *x2 = endpt.x() / scale_ + rect_left_; + *y2 = (rect_height_ - endpt.y()) / scale_ + rect_top_; + return true; + } + + void PageIterator::Orientation(tesseract::Orientation *orientation, + tesseract::WritingDirection *writing_direction, + tesseract::TextlineOrder *textline_order, + float *deskew_angle) const { + BLOCK* block = it_->block()->block; + + // Orientation + FCOORD up_in_image(0.0, 1.0); + up_in_image.unrotate(block->classify_rotation()); + up_in_image.rotate(block->re_rotation()); + + if (up_in_image.x() == 0.0F) { + if (up_in_image.y() > 0.0F) { + *orientation = ORIENTATION_PAGE_UP; + } + else { + *orientation = ORIENTATION_PAGE_DOWN; + } + } + else if (up_in_image.x() > 0.0F) { + *orientation = ORIENTATION_PAGE_RIGHT; + } + else { + *orientation = ORIENTATION_PAGE_LEFT; + } + + return; + // Writing direction + bool is_vertical_text = (block->classify_rotation().x() == 0.0); + bool right_to_left = block->right_to_left(); + *writing_direction = + is_vertical_text + ? WRITING_DIRECTION_TOP_TO_BOTTOM + : (right_to_left + ? WRITING_DIRECTION_RIGHT_TO_LEFT + : WRITING_DIRECTION_LEFT_TO_RIGHT); + + // Textline Order + bool is_mongolian = false; // TODO(eger): fix me + *textline_order = is_vertical_text + ? (is_mongolian + ? TEXTLINE_ORDER_LEFT_TO_RIGHT + : TEXTLINE_ORDER_RIGHT_TO_LEFT) + : TEXTLINE_ORDER_TOP_TO_BOTTOM; + + // Deskew angle + FCOORD skew = block->skew(); // true horizontal for textlines + *deskew_angle = -skew.angle(); + } + + void PageIterator::ParagraphInfo(tesseract::ParagraphJustification *just, + bool *is_list_item, + bool *is_crown, + int *first_line_indent) const { + *just = tesseract::JUSTIFICATION_UNKNOWN; + if (!it_->row() || !it_->row()->row || !it_->row()->row->para() || + !it_->row()->row->para()->model) + return; + + PARA *para = it_->row()->row->para(); + *is_list_item = para->is_list_item; + *is_crown = para->is_very_first_or_continuation; + *first_line_indent = para->model->first_indent() - + para->model->body_indent(); + *just = para->model->justification(); + } + + /** + * Sets up the internal data for iterating the blobs of a new word, then + * moves the iterator to the given offset. + */ + void PageIterator::BeginWord(int offset) { + WERD_RES* word_res = it_->word(); + if (word_res == NULL) { + // This is a non-text block, so there is no word. + word_length_ = 0; + blob_index_ = 0; + word_ = NULL; + return; + } + if (word_res->best_choice != NULL) { + // Recognition has been done, so we are using the box_word, which + // is already baseline denormalized. + word_length_ = word_res->best_choice->length(); + if (word_res->box_word != NULL) { + if (word_res->box_word->length() != word_length_) { + tprintf("Corrupted word! best_choice[len=%d] = %s, box_word[len=%d]: ", + word_length_, word_res->best_choice->unichar_string().string(), + word_res->box_word->length()); + word_res->box_word->bounding_box().print(); + } + ASSERT_HOST(word_res->box_word->length() == word_length_); + } + word_ = NULL; + // We will be iterating the box_word. + delete cblob_it_; + cblob_it_ = NULL; + } + else { + // No recognition yet, so a "symbol" is a cblob. + word_ = word_res->word; + ASSERT_HOST(word_->cblob_list() != NULL); + word_length_ = word_->cblob_list()->length(); + if (cblob_it_ == NULL) cblob_it_ = new C_BLOB_IT; + cblob_it_->set_to_list(word_->cblob_list()); + } + for (blob_index_ = 0; blob_index_ < offset; ++blob_index_) { + if (cblob_it_ != NULL) + cblob_it_->forward(); + } + } + + bool PageIterator::SetWordBlamerBundle(BlamerBundle *blamer_bundle) { + if (it_->word() != NULL) { + it_->word()->blamer_bundle = blamer_bundle; + return true; + } + else { + return false; + } + } + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccmain/pageiterator.h b/3rdparty/hgOCR/include/ccmain/pageiterator.h new file mode 100644 index 00000000..6d19e783 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/pageiterator.h @@ -0,0 +1,364 @@ +/////////////////////////////////////////////////////////////////////// +// File: pageiterator.h +// Description: Iterator for tesseract page structure that avoids using +// tesseract internal data structures. +// Author: Ray Smith +// Created: Fri Feb 26 11:01:06 PST 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_PAGEITERATOR_H__ +#define TESSERACT_CCMAIN_PAGEITERATOR_H__ + +#include "publictypes.h" +#include "platform.h" + +struct BlamerBundle; +class C_BLOB_IT; +class PAGE_RES; +class PAGE_RES_IT; +class WERD; +struct Pix; +struct Pta; + +namespace tesseract { + + class Tesseract; + + /** + * Class to iterate over tesseract page structure, providing access to all + * levels of the page hierarchy, without including any tesseract headers or + * having to handle any tesseract structures. + * WARNING! This class points to data held within the TessBaseAPI class, and + * therefore can only be used while the TessBaseAPI class still exists and + * has not been subjected to a call of Init, SetImage, Recognize, Clear, End + * DetectOS, or anything else that changes the internal PAGE_RES. + * See apitypes.h for the definition of PageIteratorLevel. + * See also ResultIterator, derived from PageIterator, which adds in the + * ability to access OCR output with text-specific methods. + */ + + class TESS_API PageIterator { + public: + /** + * page_res and tesseract come directly from the BaseAPI. + * The rectangle parameters are copied indirectly from the Thresholder, + * via the BaseAPI. They represent the coordinates of some rectangle in an + * original image (in top-left-origin coordinates) and therefore the top-left + * needs to be added to any output boxes in order to specify coordinates + * in the original image. See TessBaseAPI::SetRectangle. + * The scale and scaled_yres are in case the Thresholder scaled the image + * rectangle prior to thresholding. Any coordinates in tesseract's image + * must be divided by scale before adding (rect_left, rect_top). + * The scaled_yres indicates the effective resolution of the binary image + * that tesseract has been given by the Thresholder. + * After the constructor, Begin has already been called. + */ + PageIterator(PAGE_RES* page_res, Tesseract* tesseract, + int scale, int scaled_yres, + int rect_left, int rect_top, + int rect_width, int rect_height); + virtual ~PageIterator(); + + /** + * Page/ResultIterators may be copied! This makes it possible to iterate over + * all the objects at a lower level, while maintaining an iterator to + * objects at a higher level. These constructors DO NOT CALL Begin, so + * iterations will continue from the location of src. + */ + PageIterator(const PageIterator& src); + const PageIterator& operator=(const PageIterator& src); + + /** Are we positioned at the same location as other? */ + bool PositionedAtSameWord(const PAGE_RES_IT* other) const; + + // ============= Moving around within the page ============. + + /** + * Moves the iterator to point to the start of the page to begin an + * iteration. + */ + virtual void Begin(); + + /** + * Moves the iterator to the beginning of the paragraph. + * This class implements this functionality by moving it to the zero indexed + * blob of the first (leftmost) word on the first row of the paragraph. + */ + virtual void RestartParagraph(); + + /** + * Return whether this iterator points anywhere in the first textline of a + * paragraph. + */ + bool IsWithinFirstTextlineOfParagraph() const; + + /** + * Moves the iterator to the beginning of the text line. + * This class implements this functionality by moving it to the zero indexed + * blob of the first (leftmost) word of the row. + */ + virtual void RestartRow(); + + /** + * Moves to the start of the next object at the given level in the + * page hierarchy, and returns false if the end of the page was reached. + * NOTE that RIL_SYMBOL will skip non-text blocks, but all other + * PageIteratorLevel level values will visit each non-text block once. + * Think of non text blocks as containing a single para, with a single line, + * with a single imaginary word. + * Calls to Next with different levels may be freely intermixed. + * This function iterates words in right-to-left scripts correctly, if + * the appropriate language has been loaded into Tesseract. + */ + virtual bool Next(PageIteratorLevel level); + + /** + * Returns true if the iterator is at the start of an object at the given + * level. + * + * For instance, suppose an iterator it is pointed to the first symbol of the + * first word of the third line of the second paragraph of the first block in + * a page, then: + * it.IsAtBeginningOf(RIL_BLOCK) = false + * it.IsAtBeginningOf(RIL_PARA) = false + * it.IsAtBeginningOf(RIL_TEXTLINE) = true + * it.IsAtBeginningOf(RIL_WORD) = true + * it.IsAtBeginningOf(RIL_SYMBOL) = true + */ + virtual bool IsAtBeginningOf(PageIteratorLevel level) const; + + /** + * Returns whether the iterator is positioned at the last element in a + * given level. (e.g. the last word in a line, the last line in a block) + * + * Here's some two-paragraph example + * text. It starts off innocuously + * enough but quickly turns bizarre. + * The author inserts a cornucopia + * of words to guard against confused + * references. + * + * Now take an iterator it pointed to the start of "bizarre." + * it.IsAtFinalElement(RIL_PARA, RIL_SYMBOL) = false + * it.IsAtFinalElement(RIL_PARA, RIL_WORD) = true + * it.IsAtFinalElement(RIL_BLOCK, RIL_WORD) = false + */ + virtual bool IsAtFinalElement(PageIteratorLevel level, + PageIteratorLevel element) const; + + /** + * Returns whether this iterator is positioned + * before other: -1 + * equal to other: 0 + * after other: 1 + */ + int Cmp(const PageIterator &other) const; + + // ============= Accessing data ==============. + // Coordinate system: + // Integer coordinates are at the cracks between the pixels. + // The top-left corner of the top-left pixel in the image is at (0,0). + // The bottom-right corner of the bottom-right pixel in the image is at + // (width, height). + // Every bounding box goes from the top-left of the top-left contained + // pixel to the bottom-right of the bottom-right contained pixel, so + // the bounding box of the single top-left pixel in the image is: + // (0,0)->(1,1). + // If an image rectangle has been set in the API, then returned coordinates + // relate to the original (full) image, rather than the rectangle. + + /** + * Controls what to include in a bounding box. Bounding boxes of all levels + * between RIL_WORD and RIL_BLOCK can include or exclude potential diacritics. + * Between layout analysis and recognition, it isn't known where all + * diacritics belong, so this control is used to include or exclude some + * diacritics that are above or below the main body of the word. In most cases + * where the placement is obvious, and after recognition, it doesn't make as + * much difference, as the diacritics will already be included in the word. + */ + void SetBoundingBoxComponents(bool include_upper_dots, + bool include_lower_dots) { + include_upper_dots_ = include_upper_dots; + include_lower_dots_ = include_lower_dots; + } + + /** + * Returns the bounding rectangle of the current object at the given level. + * See comment on coordinate system above. + * Returns false if there is no such object at the current position. + * The returned bounding box is guaranteed to match the size and position + * of the image returned by GetBinaryImage, but may clip foreground pixels + * from a grey image. The padding argument to GetImage can be used to expand + * the image to include more foreground pixels. See GetImage below. + */ + bool BoundingBox(PageIteratorLevel level, + int* left, int* top, int* right, int* bottom) const; + bool BoundingBox(PageIteratorLevel level, const int padding, + int* left, int* top, int* right, int* bottom) const; + /** + * Returns the bounding rectangle of the object in a coordinate system of the + * working image rectangle having its origin at (rect_left_, rect_top_) with + * respect to the original image and is scaled by a factor scale_. + */ + bool BoundingBoxInternal(PageIteratorLevel level, + int* left, int* top, int* right, int* bottom) const; + + /** Returns whether there is no object of a given level. */ + bool Empty(PageIteratorLevel level) const; + + /** + * Returns the type of the current block. See apitypes.h for + * PolyBlockType. + */ + PolyBlockType BlockType() const; + + /** + * Returns the polygon outline of the current block. The returned Pta must + * be ptaDestroy-ed after use. Note that the returned Pta lists the vertices + * of the polygon, and the last edge is the line segment between the last + * point and the first point. NULL will be returned if the iterator is + * at the end of the document or layout analysis was not used. + */ + Pta* BlockPolygon() const; + + /** + * Returns a binary image of the current object at the given level. + * The position and size match the return from BoundingBoxInternal, and so + * this could be upscaled with respect to the original input image. + * Use pixDestroy to delete the image after use. + */ + Pix* GetBinaryImage(PageIteratorLevel level) const; + + /** + * Returns an image of the current object at the given level in greyscale + * if available in the input. To guarantee a binary image use BinaryImage. + * NOTE that in order to give the best possible image, the bounds are + * expanded slightly over the binary connected component, by the supplied + * padding, so the top-left position of the returned image is returned + * in (left,top). These will most likely not match the coordinates + * returned by BoundingBox. + * If you do not supply an original image, you will get a binary one. + * Use pixDestroy to delete the image after use. + */ + Pix* GetImage(PageIteratorLevel level, int padding, Pix* original_img, + int* left, int* top) const; + + /** + * Returns the baseline of the current object at the given level. + * The baseline is the line that passes through (x1, y1) and (x2, y2). + * WARNING: with vertical text, baselines may be vertical! + * Returns false if there is no baseline at the current position. + */ + bool Baseline(PageIteratorLevel level, + int* x1, int* y1, int* x2, int* y2) const; + + /** + * Returns orientation for the block the iterator points to. + * orientation, writing_direction, textline_order: see publictypes.h + * deskew_angle: after rotating the block so the text orientation is + * upright, how many radians does one have to rotate the + * block anti-clockwise for it to be level? + * -Pi/4 <= deskew_angle <= Pi/4 + */ + void Orientation(tesseract::Orientation *orientation, + tesseract::WritingDirection *writing_direction, + tesseract::TextlineOrder *textline_order, + float *deskew_angle) const; + + /** + * Returns information about the current paragraph, if available. + * + * justification - + * LEFT if ragged right, or fully justified and script is left-to-right. + * RIGHT if ragged left, or fully justified and script is right-to-left. + * unknown if it looks like source code or we have very few lines. + * is_list_item - + * true if we believe this is a member of an ordered or unordered list. + * is_crown - + * true if the first line of the paragraph is aligned with the other + * lines of the paragraph even though subsequent paragraphs have first + * line indents. This typically indicates that this is the continuation + * of a previous paragraph or that it is the very first paragraph in + * the chapter. + * first_line_indent - + * For LEFT aligned paragraphs, the first text line of paragraphs of + * this kind are indented this many pixels from the left edge of the + * rest of the paragraph. + * for RIGHT aligned paragraphs, the first text line of paragraphs of + * this kind are indented this many pixels from the right edge of the + * rest of the paragraph. + * NOTE 1: This value may be negative. + * NOTE 2: if *is_crown == true, the first line of this paragraph is + * actually flush, and first_line_indent is set to the "common" + * first_line_indent for subsequent paragraphs in this block + * of text. + */ + void ParagraphInfo(tesseract::ParagraphJustification *justification, + bool *is_list_item, + bool *is_crown, + int *first_line_indent) const; + + // If the current WERD_RES (it_->word()) is not NULL, sets the BlamerBundle + // of the current word to the given pointer (takes ownership of the pointer) + // and returns true. + // Can only be used when iterating on the word level. + bool SetWordBlamerBundle(BlamerBundle *blamer_bundle); + + protected: + /** + * Sets up the internal data for iterating the blobs of a new word, then + * moves the iterator to the given offset. + */ + TESS_LOCAL void BeginWord(int offset); + + /** Pointer to the page_res owned by the API. */ + PAGE_RES* page_res_; + /** Pointer to the Tesseract object owned by the API. */ + Tesseract* tesseract_; + /** + * The iterator to the page_res_. Owned by this ResultIterator. + * A pointer just to avoid dragging in Tesseract includes. + */ + PAGE_RES_IT* it_; + /** + * The current input WERD being iterated. If there is an output from OCR, + * then word_ is NULL. Owned by the API + */ + WERD* word_; + /** The length of the current word_. */ + int word_length_; + /** The current blob index within the word. */ + int blob_index_; + /** + * Iterator to the blobs within the word. If NULL, then we are iterating + * OCR results in the box_word. + * Owned by this ResultIterator. + */ + C_BLOB_IT* cblob_it_; + /** Control over what to include in bounding boxes. */ + bool include_upper_dots_; + bool include_lower_dots_; + /** Parameters saved from the Thresholder. Needed to rebuild coordinates.*/ + int scale_; + int scaled_yres_; + int rect_left_; + int rect_top_; + int rect_width_; + int rect_height_; + }; + +} // namespace tesseract. + +#endif // TESSERACT_CCMAIN_PAGEITERATOR_H__ diff --git a/3rdparty/hgOCR/include/ccmain/pagesegmain.cpp b/3rdparty/hgOCR/include/ccmain/pagesegmain.cpp new file mode 100644 index 00000000..94242048 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/pagesegmain.cpp @@ -0,0 +1,434 @@ +/********************************************************************** + * File: pagesegmain.cpp + * Description: Top-level page segmenter for Tesseract. + * Author: Ray Smith + * Created: Thu Sep 25 17:12:01 PDT 2008 + * + * (C) Copyright 2008, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _WIN32 +#ifndef unlink +#include +#endif +#else +#include +#endif // _WIN32 +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#endif + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "allheaders.h" +#include "blobbox.h" +#include "blread.h" +#include "colfind.h" +#include "equationdetect.h" +#include "imagefind.h" +#include "linefind.h" +#include "makerow.h" +#include "osdetect.h" +#include "tabvector.h" +#include "tesseractclass.h" +#include "tessvars.h" +#include "textord.h" +#include "tordmain.h" +#include "wordseg.h" + +namespace tesseract { + + // Max erosions to perform in removing an enclosing circle. + const int kMaxCircleErosions = 8; + + // Helper to remove an enclosing circle from an image. + // If there isn't one, then the image will most likely get badly mangled. + // The returned pix must be pixDestroyed after use. NULL may be returned + // if the image doesn't meet the trivial conditions that it uses to determine + // success. + static Pix* RemoveEnclosingCircle(Pix* pixs) { + Pix* pixsi = pixInvert(NULL, pixs); + Pix* pixc = pixCreateTemplate(pixs); + pixSetOrClearBorder(pixc, 1, 1, 1, 1, PIX_SET); + pixSeedfillBinary(pixc, pixc, pixsi, 4); + pixInvert(pixc, pixc); + pixDestroy(&pixsi); + Pix* pixt = pixAnd(NULL, pixs, pixc); + l_int32 max_count; + pixCountConnComp(pixt, 8, &max_count); + // The count has to go up before we start looking for the minimum. + l_int32 min_count = MAX_INT32; + Pix* pixout = NULL; + for (int i = 1; i < kMaxCircleErosions; i++) { + pixDestroy(&pixt); + pixErodeBrick(pixc, pixc, 3, 3); + pixt = pixAnd(NULL, pixs, pixc); + l_int32 count; + pixCountConnComp(pixt, 8, &count); + if (i == 1 || count > max_count) { + max_count = count; + min_count = count; + } + else if (i > 1 && count < min_count) { + min_count = count; + pixDestroy(&pixout); + pixout = pixCopy(NULL, pixt); // Save the best. + } + else if (count >= min_count) { + break; // We have passed by the best. + } + } + pixDestroy(&pixt); + pixDestroy(&pixc); + return pixout; + } + + /** + * Segment the page according to the current value of tessedit_pageseg_mode. + * pix_binary_ is used as the source image and should not be NULL. + * On return the blocks list owns all the constructed page layout. + */ + int Tesseract::SegmentPage(const STRING* input_file, BLOCK_LIST* blocks, + Tesseract* osd_tess, OSResults* osr) { + ASSERT_HOST(pix_binary_ != NULL); + int width = pixGetWidth(pix_binary_); + int height = pixGetHeight(pix_binary_); + // Get page segmentation mode. + PageSegMode pageseg_mode = static_cast( + static_cast(tessedit_pageseg_mode)); + // If a UNLV zone file can be found, use that instead of segmentation. + if (!PSM_COL_FIND_ENABLED(pageseg_mode) && + input_file != NULL && input_file->length() > 0) { + STRING name = *input_file; + const char* lastdot = strrchr(name.string(), '.'); + if (lastdot != NULL) + name[lastdot - name.string()] = '\0'; + read_unlv_file(name, width, height, blocks); + } + if (blocks->empty()) { + // No UNLV file present. Work according to the PageSegMode. + // First make a single block covering the whole image. + BLOCK_IT block_it(blocks); + BLOCK* block = new BLOCK("", TRUE, 0, 0, 0, 0, width, height); + block->set_right_to_left(right_to_left()); + block_it.add_to_end(block); + } + else { + // UNLV file present. Use PSM_SINGLE_BLOCK. + pageseg_mode = PSM_SINGLE_BLOCK; + } + // The diacritic_blobs holds noise blobs that may be diacritics. They + // are separated out on areas of the image that seem noisy and short-circuit + // the layout process, going straight from the initial partition creation + // right through to after word segmentation, where they are added to the + // rej_cblobs list of the most appropriate word. From there classification + // will determine whether they are used. + BLOBNBOX_LIST diacritic_blobs; + int auto_page_seg_ret_val = 0; + TO_BLOCK_LIST to_blocks; + if (PSM_OSD_ENABLED(pageseg_mode) || PSM_BLOCK_FIND_ENABLED(pageseg_mode) || + PSM_SPARSE(pageseg_mode)) { + auto_page_seg_ret_val = AutoPageSeg( + pageseg_mode, blocks, &to_blocks, + enable_noise_removal ? &diacritic_blobs : NULL, osd_tess, osr); + if (pageseg_mode == PSM_OSD_ONLY) + return auto_page_seg_ret_val; + // To create blobs from the image region bounds uncomment this line: + // to_blocks.clear(); // Uncomment to go back to the old mode. + } + else { + deskew_ = FCOORD(1.0f, 0.0f); + reskew_ = FCOORD(1.0f, 0.0f); + if (pageseg_mode == PSM_CIRCLE_WORD) { + Pix* pixcleaned = RemoveEnclosingCircle(pix_binary_); + if (pixcleaned != NULL) { + pixDestroy(&pix_binary_); + pix_binary_ = pixcleaned; + } + } + } + + if (auto_page_seg_ret_val < 0) { + return -1; + } + + if (blocks->empty()) { + if (textord_debug_tabfind) + tprintf("Empty page\n"); + return 0; // AutoPageSeg found an empty page. + } + bool splitting = + pageseg_devanagari_split_strategy != ShiroRekhaSplitter::NO_SPLIT; + bool cjk_mode = textord_use_cjk_fp_model; + + textord_.TextordPage(pageseg_mode, reskew_, width, height, pix_binary_, + pix_thresholds_, pix_grey_, splitting || cjk_mode, + &diacritic_blobs, blocks, &to_blocks); + return auto_page_seg_ret_val; + } + + // Helper writes a grey image to a file for use by scrollviewer. + // Normally for speed we don't display the image in the layout debug windows. + // If textord_debug_images is true, we draw the image as a background to some + // of the debug windows. printable determines whether these + // images are optimized for printing instead of screen display. + static void WriteDebugBackgroundImage(bool printable, Pix* pix_binary) { + Pix* grey_pix = pixCreate(pixGetWidth(pix_binary), + pixGetHeight(pix_binary), 8); + // Printable images are light grey on white, but for screen display + // they are black on dark grey so the other colors show up well. + if (printable) { + pixSetAll(grey_pix); + pixSetMasked(grey_pix, pix_binary, 192); + } + else { + pixSetAllArbitrary(grey_pix, 64); + pixSetMasked(grey_pix, pix_binary, 0); + } + AlignedBlob::IncrementDebugPix(); + pixWrite(AlignedBlob::textord_debug_pix().string(), grey_pix, IFF_PNG); + pixDestroy(&grey_pix); + } + + /** + * Auto page segmentation. Divide the page image into blocks of uniform + * text linespacing and images. + * + * Resolution (in ppi) is derived from the input image. + * + * The output goes in the blocks list with corresponding TO_BLOCKs in the + * to_blocks list. + * + * If !PSM_COL_FIND_ENABLED(pageseg_mode), then no attempt is made to divide + * the image into columns, but multiple blocks are still made if the text is + * of non-uniform linespacing. + * + * If diacritic_blobs is non-null, then diacritics/noise blobs, that would + * confuse layout anaylsis by causing textline overlap, are placed there, + * with the expectation that they will be reassigned to words later and + * noise/diacriticness determined via classification. + * + * If osd (orientation and script detection) is true then that is performed + * as well. If only_osd is true, then only orientation and script detection is + * performed. If osd is desired, (osd or only_osd) then osr_tess must be + * another Tesseract that was initialized especially for osd, and the results + * will be output into osr (orientation and script result). + */ + int Tesseract::AutoPageSeg(PageSegMode pageseg_mode, BLOCK_LIST* blocks, + TO_BLOCK_LIST* to_blocks, + BLOBNBOX_LIST* diacritic_blobs, Tesseract* osd_tess, + OSResults* osr) { + if (textord_debug_images) { + WriteDebugBackgroundImage(textord_debug_printable, pix_binary_); + } + Pix* photomask_pix = NULL; + Pix* musicmask_pix = NULL; + // The blocks made by the ColumnFinder. Moved to blocks before return. + BLOCK_LIST found_blocks; + TO_BLOCK_LIST temp_blocks; + + ColumnFinder* finder = SetupPageSegAndDetectOrientation( + pageseg_mode, blocks, osd_tess, osr, &temp_blocks, &photomask_pix, + &musicmask_pix); + int result = 0; + if (finder != NULL) { + TO_BLOCK_IT to_block_it(&temp_blocks); + TO_BLOCK* to_block = to_block_it.data(); + if (musicmask_pix != NULL) { + // TODO(rays) pass the musicmask_pix into FindBlocks and mark music + // blocks separately. For now combine with photomask_pix. + pixOr(photomask_pix, photomask_pix, musicmask_pix); + } + if (equ_detect_) { + finder->SetEquationDetect(equ_detect_); + } + /* бǶʶ + result = finder->FindBlocks( + pageseg_mode, scaled_color_, scaled_factor_, to_block, photomask_pix, + pix_thresholds_, pix_grey_, &found_blocks, diacritic_blobs, to_blocks); + if (result >= 0) + finder->GetDeskewVectors(&deskew_, &reskew_); + */ + delete finder; + } + pixDestroy(&photomask_pix); + pixDestroy(&musicmask_pix); + if (result < 0) return result; + + blocks->clear(); + BLOCK_IT block_it(blocks); + // Move the found blocks to the input/output blocks. + block_it.add_list_after(&found_blocks); + + if (textord_debug_images) { + // The debug image is no longer needed so delete it. + unlink(AlignedBlob::textord_debug_pix().string()); + } + return result; + } + + // Helper adds all the scripts from sid_set converted to ids from osd_set to + // allowed_ids. + static void AddAllScriptsConverted(const UNICHARSET& sid_set, + const UNICHARSET& osd_set, + GenericVector* allowed_ids) { + for (int i = 0; i < sid_set.get_script_table_size(); ++i) { + if (i != sid_set.null_sid()) { + const char* script = sid_set.get_script_from_script_id(i); + allowed_ids->push_back(osd_set.get_script_id_from_name(script)); + } + } + } + + /** + * Sets up auto page segmentation, determines the orientation, and corrects it. + * Somewhat arbitrary chunk of functionality, factored out of AutoPageSeg to + * facilitate testing. + * photo_mask_pix is a pointer to a NULL pointer that will be filled on return + * with the leptonica photo mask, which must be pixDestroyed by the caller. + * to_blocks is an empty list that will be filled with (usually a single) + * block that is used during layout analysis. This ugly API is required + * because of the possibility of a unlv zone file. + * TODO(rays) clean this up. + * See AutoPageSeg for other arguments. + * The returned ColumnFinder must be deleted after use. + */ + ColumnFinder* Tesseract::SetupPageSegAndDetectOrientation( + PageSegMode pageseg_mode, BLOCK_LIST* blocks, Tesseract* osd_tess, + OSResults* osr, TO_BLOCK_LIST* to_blocks, Pix** photo_mask_pix, + Pix** music_mask_pix) { + int vertical_x = 0; + int vertical_y = 1; + TabVector_LIST v_lines; + TabVector_LIST h_lines; + ICOORD bleft(0, 0); + + ASSERT_HOST(pix_binary_ != NULL); + if (tessedit_dump_pageseg_images) { + pixWrite("tessinput.png", pix_binary_, IFF_PNG); + } + // Leptonica is used to find the rule/separator lines in the input. + LineFinder::FindAndRemoveLines(source_resolution_, + textord_tabfind_show_vlines, pix_binary_, + &vertical_x, &vertical_y, music_mask_pix, + &v_lines, &h_lines); + if (tessedit_dump_pageseg_images) + pixWrite("tessnolines.png", pix_binary_, IFF_PNG); + // Leptonica is used to find a mask of the photo regions in the input. + *photo_mask_pix = ImageFind::FindImages(pix_binary_); + if (tessedit_dump_pageseg_images) + pixWrite("tessnoimages.png", pix_binary_, IFF_PNG); + if (!PSM_COL_FIND_ENABLED(pageseg_mode)) v_lines.clear(); + + // The rest of the algorithm uses the usual connected components. + textord_.find_components(pix_binary_, blocks, to_blocks); + + TO_BLOCK_IT to_block_it(to_blocks); + // There must be exactly one input block. + // TODO(rays) handle new textline finding with a UNLV zone file. + ASSERT_HOST(to_blocks->singleton()); + TO_BLOCK* to_block = to_block_it.data(); + TBOX blkbox = to_block->block->bounding_box(); + ColumnFinder* finder = NULL; + + if (to_block->line_size >= 2) { + finder = new ColumnFinder(static_cast(to_block->line_size), + blkbox.botleft(), blkbox.topright(), + source_resolution_, textord_use_cjk_fp_model, + textord_tabfind_aligned_gap_fraction, + &v_lines, &h_lines, vertical_x, vertical_y); + + finder->SetupAndFilterNoise(pageseg_mode, *photo_mask_pix, to_block); + + if (equ_detect_) { + equ_detect_->LabelSpecialText(to_block); + } + + BLOBNBOX_CLIST osd_blobs; + // osd_orientation is the number of 90 degree rotations to make the + // characters upright. (See osdetect.h for precise definition.) + // We want the text lines horizontal, (vertical text indicates vertical + // textlines) which may conflict (eg vertically written CJK). + int osd_orientation = 0; + bool vertical_text = textord_tabfind_force_vertical_text || + pageseg_mode == PSM_SINGLE_BLOCK_VERT_TEXT; + if (!vertical_text && textord_tabfind_vertical_text && + PSM_ORIENTATION_ENABLED(pageseg_mode)) { + vertical_text = + finder->IsVerticallyAlignedText(textord_tabfind_vertical_text_ratio, + to_block, &osd_blobs); + } + if (PSM_OSD_ENABLED(pageseg_mode) && osd_tess != NULL && osr != NULL) { + GenericVector osd_scripts; + if (osd_tess != this) { + // We are running osd as part of layout analysis, so constrain the + // scripts to those allowed by *this. + AddAllScriptsConverted(unicharset, osd_tess->unicharset, &osd_scripts); + for (int s = 0; s < sub_langs_.size(); ++s) { + AddAllScriptsConverted(sub_langs_[s]->unicharset, + osd_tess->unicharset, &osd_scripts); + } + } + os_detect_blobs(&osd_scripts, &osd_blobs, osr, osd_tess); + if (pageseg_mode == PSM_OSD_ONLY) { + delete finder; + return NULL; + } + osd_orientation = osr->best_result.orientation_id; + double osd_score = osr->orientations[osd_orientation]; + double osd_margin = min_orientation_margin * 2; + for (int i = 0; i < 4; ++i) { + if (i != osd_orientation && + osd_score - osr->orientations[i] < osd_margin) { + osd_margin = osd_score - osr->orientations[i]; + } + } + int best_script_id = osr->best_result.script_id; + const char* best_script_str = + osd_tess->unicharset.get_script_from_script_id(best_script_id); + bool cjk = best_script_id == osd_tess->unicharset.han_sid() || + best_script_id == osd_tess->unicharset.hiragana_sid() || + best_script_id == osd_tess->unicharset.katakana_sid() || + strcmp("Japanese", best_script_str) == 0 || + strcmp("Korean", best_script_str) == 0 || + strcmp("Hangul", best_script_str) == 0; + if (cjk) { + finder->set_cjk_script(true); + } + if (osd_margin < min_orientation_margin) { + // The margin is weak. + if (!cjk && !vertical_text && osd_orientation == 2) { + // upside down latin text is improbable with such a weak margin. + tprintf("OSD: Weak margin (%.2f), horiz textlines, not CJK: " + "Don't rotate.\n", osd_margin); + osd_orientation = 0; + } + else { + tprintf( + "OSD: Weak margin (%.2f) for %d blob text block, " + "but using orientation anyway: %d\n", + osd_margin, osd_blobs.length(), osd_orientation); + } + } + } + osd_blobs.shallow_clear(); + finder->CorrectOrientation(to_block, vertical_text, osd_orientation); + } + + return finder; + } + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccmain/pagewalk.cpp b/3rdparty/hgOCR/include/ccmain/pagewalk.cpp new file mode 100644 index 00000000..b3439f4d --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/pagewalk.cpp @@ -0,0 +1,43 @@ +/********************************************************************** + * File: pagewalk.cpp (Formerly walkers.c) + * Description: Block list processors + * Author: Phil Cheatle + * Created: Thu Oct 10 16:25:24 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "pageres.h" +#include "tesseractclass.h" + +namespace tesseract { + /** + * @name process_selected_words() + * + * Walk the current block list applying the specified word processor function + * to each word that overlaps the selection_box. + */ + void Tesseract::process_selected_words( + PAGE_RES* page_res, // blocks to check + TBOX & selection_box, + BOOL8(tesseract::Tesseract::*word_processor)(PAGE_RES_IT* pr_it)) { + for (PAGE_RES_IT page_res_it(page_res); page_res_it.word() != NULL; + page_res_it.forward()) { + WERD* word = page_res_it.word()->word; + if (word->bounding_box().overlap(selection_box)) { + if (!(this->*word_processor)(&page_res_it)) + return; + } + } + } +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/par_control.cpp b/3rdparty/hgOCR/include/ccmain/par_control.cpp new file mode 100644 index 00000000..c6a22b7a --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/par_control.cpp @@ -0,0 +1,69 @@ +/////////////////////////////////////////////////////////////////////// +// File: par_control.cpp +// Description: Control code for parallel implementation. +// Author: Ray Smith +// Created: Mon Nov 04 13:23:15 PST 2013 +// +// (C) Copyright 2013, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "tesseractclass.h" + +namespace tesseract { + + struct BlobData { + BlobData() : blob(NULL), choices(NULL) {} + BlobData(int index, Tesseract* tess, const WERD_RES& word) + : blob(word.chopped_word->blobs[index]), + tesseract(tess), + choices(&(*word.ratings)(index, index)) {} + + TBLOB* blob; + Tesseract* tesseract; + BLOB_CHOICE_LIST** choices; + }; + + void Tesseract::PrerecAllWordsPar(const GenericVector& words) { + // Prepare all the blobs. + GenericVector blobs; + for (int w = 0; w < words.size(); ++w) { + if (words[w].word->ratings != NULL && + words[w].word->ratings->get(0, 0) == NULL) { + for (int s = 0; s < words[w].lang_words.size(); ++s) { + Tesseract* sub = s < sub_langs_.size() ? sub_langs_[s] : this; + const WERD_RES& word = *words[w].lang_words[s]; + for (int b = 0; b < word.chopped_word->NumBlobs(); ++b) { + blobs.push_back(BlobData(b, sub, word)); + } + } + } + } + // Pre-classify all the blobs. + if (tessedit_parallelize > 1) { + for (int b = 0; b < blobs.size(); ++b) { + *blobs[b].choices = + blobs[b].tesseract->classify_blob(blobs[b].blob, "par", White, NULL); + } + } + else { + // TODO(AMD) parallelize this. + for (int b = 0; b < blobs.size(); ++b) { + *blobs[b].choices = + blobs[b].tesseract->classify_blob(blobs[b].blob, "par", White, NULL); + } + } + } + +} // namespace tesseract. + + diff --git a/3rdparty/hgOCR/include/ccmain/paragraphs.cpp b/3rdparty/hgOCR/include/ccmain/paragraphs.cpp new file mode 100644 index 00000000..9875ae8e --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/paragraphs.cpp @@ -0,0 +1,2625 @@ +/********************************************************************** + * File: paragraphs.cpp + * Description: Paragraph detection for tesseract. + * Author: David Eger + * Created: 25 February 2011 + * + * (C) Copyright 2011, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ +#ifdef _MSC_VER +#define __func__ __FUNCTION__ +#endif + +#include + +#include "genericvector.h" +#include "helpers.h" +#include "mutableiterator.h" +#include "ocrpara.h" +#include "pageres.h" +#include "paragraphs.h" +#include "paragraphs_internal.h" +#include "publictypes.h" +#include "ratngs.h" +#include "rect.h" +#include "statistc.h" +#include "strngs.h" +#include "tprintf.h" +#include "unicharset.h" +#include "unicodes.h" + +namespace tesseract { + + // Special "weak" ParagraphModels. + const ParagraphModel *kCrownLeft + = reinterpret_cast(0xDEAD111F); + const ParagraphModel *kCrownRight + = reinterpret_cast(0xDEAD888F); + + // Given the width of a typical space between words, what is the threshold + // by which by which we think left and right alignments for paragraphs + // can vary and still be aligned. + static int Epsilon(int space_pix) { + return space_pix * 4 / 5; + } + + static bool AcceptableRowArgs( + int debug_level, int min_num_rows, const char *function_name, + const GenericVector *rows, + int row_start, int row_end) { + if (row_start < 0 || row_end > rows->size() || row_start > row_end) { + tprintf("Invalid arguments rows[%d, %d) while rows is of size %d.\n", + row_start, row_end, rows->size()); + return false; + } + if (row_end - row_start < min_num_rows) { + if (debug_level > 1) { + tprintf("# Too few rows[%d, %d) for %s.\n", + row_start, row_end, function_name); + } + return false; + } + return true; + } + + // =============================== Debug Code ================================ + + // Convert an integer to a decimal string. + static STRING StrOf(int num) { + char buffer[30]; + snprintf(buffer, sizeof(buffer), "%d", num); + return STRING(buffer); + } + + // Given a row-major matrix of unicode text and a column separator, print + // a formatted table. For ASCII, we get good column alignment. + static void PrintTable(const GenericVector > &rows, + const STRING &colsep) { + GenericVector max_col_widths; + for (int r = 0; r < rows.size(); r++) { + int num_columns = rows[r].size(); + for (int c = 0; c < num_columns; c++) { + int num_unicodes = 0; + for (int i = 0; i < rows[r][c].size(); i++) { + if ((rows[r][c][i] & 0xC0) != 0x80) num_unicodes++; + } + if (c >= max_col_widths.size()) { + max_col_widths.push_back(num_unicodes); + } + else { + if (num_unicodes > max_col_widths[c]) + max_col_widths[c] = num_unicodes; + } + } + } + + GenericVector col_width_patterns; + for (int c = 0; c < max_col_widths.size(); c++) { + col_width_patterns.push_back( + STRING("%-") + StrOf(max_col_widths[c]) + "s"); + } + + for (int r = 0; r < rows.size(); r++) { + for (int c = 0; c < rows[r].size(); c++) { + if (c > 0) + tprintf("%s", colsep.string()); + tprintf(col_width_patterns[c].string(), rows[r][c].string()); + } + tprintf("\n"); + } + } + + STRING RtlEmbed(const STRING &word, bool rtlify) { + if (rtlify) + return STRING(kRLE) + word + STRING(kPDF); + return word; + } + + // Print the current thoughts of the paragraph detector. + static void PrintDetectorState(const ParagraphTheory &theory, + const GenericVector &rows) { + GenericVector > output; + output.push_back(GenericVector()); + output.back().push_back("#row"); + output.back().push_back("space"); + output.back().push_back(".."); + output.back().push_back("lword[widthSEL]"); + output.back().push_back("rword[widthSEL]"); + RowScratchRegisters::AppendDebugHeaderFields(&output.back()); + output.back().push_back("text"); + + for (int i = 0; i < rows.size(); i++) { + output.push_back(GenericVector()); + GenericVector &row = output.back(); + const RowInfo& ri = *rows[i].ri_; + row.push_back(StrOf(i)); + row.push_back(StrOf(ri.average_interword_space)); + row.push_back(ri.has_leaders ? ".." : " "); + row.push_back(RtlEmbed(ri.lword_text, !ri.ltr) + + "[" + StrOf(ri.lword_box.width()) + + (ri.lword_likely_starts_idea ? "S" : "s") + + (ri.lword_likely_ends_idea ? "E" : "e") + + (ri.lword_indicates_list_item ? "L" : "l") + + "]"); + row.push_back(RtlEmbed(ri.rword_text, !ri.ltr) + + "[" + StrOf(ri.rword_box.width()) + + (ri.rword_likely_starts_idea ? "S" : "s") + + (ri.rword_likely_ends_idea ? "E" : "e") + + (ri.rword_indicates_list_item ? "L" : "l") + + "]"); + rows[i].AppendDebugInfo(theory, &row); + row.push_back(RtlEmbed(ri.text, !ri.ltr)); + } + PrintTable(output, " "); + + tprintf("Active Paragraph Models:\n"); + for (int m = 0; m < theory.models().size(); m++) { + tprintf(" %d: %s\n", m + 1, theory.models()[m]->ToString().string()); + } + } + + static void DebugDump( + bool should_print, + const STRING &phase, + const ParagraphTheory &theory, + const GenericVector &rows) { + if (!should_print) + return; + tprintf("# %s\n", phase.string()); + PrintDetectorState(theory, rows); + } + + // Print out the text for rows[row_start, row_end) + static void PrintRowRange(const GenericVector &rows, + int row_start, int row_end) { + tprintf("======================================\n"); + for (int row = row_start; row < row_end; row++) { + tprintf("%s\n", rows[row].ri_->text.string()); + } + tprintf("======================================\n"); + } + + // ============= Brain Dead Language Model (ASCII Version) =================== + + bool IsLatinLetter(int ch) { + return (ch >= 'a' && ch <= 'z') || (ch >= 'A' && ch <= 'Z'); + } + + bool IsDigitLike(int ch) { + return ch == 'o' || ch == 'O' || ch == 'l' || ch == 'I'; + } + + bool IsOpeningPunct(int ch) { + return strchr("'\"({[", ch) != NULL; + } + + bool IsTerminalPunct(int ch) { + return strchr(":'\".?!]})", ch) != NULL; + } + + // Return a pointer after consuming as much text as qualifies as roman numeral. + const char *SkipChars(const char *str, const char *toskip) { + while (*str != '\0' && strchr(toskip, *str)) { str++; } + return str; + } + + const char *SkipChars(const char *str, bool(*skip)(int)) { + while (*str != '\0' && skip(*str)) { str++; } + return str; + } + + const char *SkipOne(const char *str, const char *toskip) { + if (*str != '\0' && strchr(toskip, *str)) return str + 1; + return str; + } + + // Return whether it is very likely that this is a numeral marker that could + // start a list item. Some examples include: + // A I iii. VI (2) 3.5. [C-4] + bool LikelyListNumeral(const STRING &word) { + const char *kRomans = "ivxlmdIVXLMD"; + const char *kDigits = "012345789"; + const char *kOpen = "[{("; + const char *kSep = ":;-.,"; + const char *kClose = "]})"; + + int num_segments = 0; + const char *pos = word.string(); + while (*pos != '\0' && num_segments < 3) { + // skip up to two open parens. + const char *numeral_start = SkipOne(SkipOne(pos, kOpen), kOpen); + const char *numeral_end = SkipChars(numeral_start, kRomans); + if (numeral_end != numeral_start) { + // Got Roman Numeral. Great. + } + else { + numeral_end = SkipChars(numeral_start, kDigits); + if (numeral_end == numeral_start) { + // If there's a single latin letter, we can use that. + numeral_end = SkipChars(numeral_start, IsLatinLetter); + if (numeral_end - numeral_start != 1) + break; + } + } + // We got some sort of numeral. + num_segments++; + // Skip any trailing parens or punctuation. + pos = SkipChars(SkipChars(numeral_end, kClose), kSep); + if (pos == numeral_end) + break; + } + return *pos == '\0'; + } + + bool LikelyListMark(const STRING &word) { + const char *kListMarks = "0Oo*.,+."; + return word.size() == 1 && strchr(kListMarks, word[0]) != NULL; + } + + bool AsciiLikelyListItem(const STRING &word) { + return LikelyListMark(word) || LikelyListNumeral(word); + } + + // ========== Brain Dead Language Model (Tesseract Version) ================ + + // Return the first Unicode Codepoint from werd[pos]. + int UnicodeFor(const UNICHARSET *u, const WERD_CHOICE *werd, int pos) { + if (!u || !werd || pos > werd->length()) + return 0; + return UNICHAR(u->id_to_unichar(werd->unichar_id(pos)), -1).first_uni(); + } + + // A useful helper class for finding the first j >= i so that word[j] + // does not have given character type. + class UnicodeSpanSkipper { + public: + UnicodeSpanSkipper(const UNICHARSET *unicharset, const WERD_CHOICE *word) + : u_(unicharset), word_(word) { + wordlen_ = word->length(); + } + + // Given an input position, return the first position >= pos not punc. + int SkipPunc(int pos); + // Given an input position, return the first position >= pos not digit. + int SkipDigits(int pos); + // Given an input position, return the first position >= pos not roman. + int SkipRomans(int pos); + // Given an input position, return the first position >= pos not alpha. + int SkipAlpha(int pos); + + private: + const UNICHARSET *u_; + const WERD_CHOICE *word_; + int wordlen_; + }; + + int UnicodeSpanSkipper::SkipPunc(int pos) { + while (pos < wordlen_ && u_->get_ispunctuation(word_->unichar_id(pos))) pos++; + return pos; + } + + int UnicodeSpanSkipper::SkipDigits(int pos) { + while (pos < wordlen_ && (u_->get_isdigit(word_->unichar_id(pos)) || + IsDigitLike(UnicodeFor(u_, word_, pos)))) pos++; + return pos; + } + + int UnicodeSpanSkipper::SkipRomans(int pos) { + const char *kRomans = "ivxlmdIVXLMD"; + while (pos < wordlen_) { + int ch = UnicodeFor(u_, word_, pos); + if (ch >= 0xF0 || strchr(kRomans, ch) == 0) break; + pos++; + } + return pos; + } + + int UnicodeSpanSkipper::SkipAlpha(int pos) { + while (pos < wordlen_ && u_->get_isalpha(word_->unichar_id(pos))) pos++; + return pos; + } + + bool LikelyListMarkUnicode(int ch) { + if (ch < 0x80) { + STRING single_ch; + single_ch += ch; + return LikelyListMark(single_ch); + } + switch (ch) { + // TODO(eger) expand this list of unicodes as needed. + case 0x00B0: // degree sign + case 0x2022: // bullet + case 0x25E6: // white bullet + case 0x00B7: // middle dot + case 0x25A1: // white square + case 0x25A0: // black square + case 0x25AA: // black small square + case 0x2B1D: // black very small square + case 0x25BA: // black right-pointing pointer + case 0x25CF: // black circle + case 0x25CB: // white circle + return true; + default: + break; // fall through + } + return false; + } + + // Return whether it is very likely that this is a numeral marker that could + // start a list item. Some examples include: + // A I iii. VI (2) 3.5. [C-4] + bool UniLikelyListItem(const UNICHARSET *u, const WERD_CHOICE *werd) { + if (werd->length() == 1 && LikelyListMarkUnicode(UnicodeFor(u, werd, 0))) + return true; + + UnicodeSpanSkipper m(u, werd); + int num_segments = 0; + int pos = 0; + while (pos < werd->length() && num_segments < 3) { + int numeral_start = m.SkipPunc(pos); + if (numeral_start > pos + 1) break; + int numeral_end = m.SkipRomans(numeral_start); + if (numeral_end == numeral_start) { + numeral_end = m.SkipDigits(numeral_start); + if (numeral_end == numeral_start) { + // If there's a single latin letter, we can use that. + numeral_end = m.SkipAlpha(numeral_start); + if (numeral_end - numeral_start != 1) + break; + } + } + // We got some sort of numeral. + num_segments++; + // Skip any trailing punctuation. + pos = m.SkipPunc(numeral_end); + if (pos == numeral_end) + break; + } + return pos == werd->length(); + } + + // ========= Brain Dead Language Model (combined entry points) ================ + + // Given the leftmost word of a line either as a Tesseract unicharset + werd + // or a utf8 string, set the following attributes for it: + // is_list - this word might be a list number or bullet. + // starts_idea - this word is likely to start a sentence. + // ends_idea - this word is likely to end a sentence. + void LeftWordAttributes(const UNICHARSET *unicharset, const WERD_CHOICE *werd, + const STRING &utf8, + bool *is_list, bool *starts_idea, bool *ends_idea) { + *is_list = false; + *starts_idea = false; + *ends_idea = false; + if (utf8.size() == 0 || (werd != NULL && werd->length() == 0)) { // Empty + *ends_idea = true; + return; + } + + if (unicharset && werd) { // We have a proper werd and unicharset so use it. + if (UniLikelyListItem(unicharset, werd)) { + *is_list = true; + *starts_idea = true; + *ends_idea = true; + } + if (unicharset->get_isupper(werd->unichar_id(0))) { + *starts_idea = true; + } + if (unicharset->get_ispunctuation(werd->unichar_id(0))) { + *starts_idea = true; + *ends_idea = true; + } + } + else { // Assume utf8 is mostly ASCII + if (AsciiLikelyListItem(utf8)) { + *is_list = true; + *starts_idea = true; + } + int start_letter = utf8[0]; + if (IsOpeningPunct(start_letter)) { + *starts_idea = true; + } + if (IsTerminalPunct(start_letter)) { + *ends_idea = true; + } + if (start_letter >= 'A' && start_letter <= 'Z') { + *starts_idea = true; + } + } + } + + // Given the rightmost word of a line either as a Tesseract unicharset + werd + // or a utf8 string, set the following attributes for it: + // is_list - this word might be a list number or bullet. + // starts_idea - this word is likely to start a sentence. + // ends_idea - this word is likely to end a sentence. + void RightWordAttributes(const UNICHARSET *unicharset, const WERD_CHOICE *werd, + const STRING &utf8, + bool *is_list, bool *starts_idea, bool *ends_idea) { + *is_list = false; + *starts_idea = false; + *ends_idea = false; + if (utf8.size() == 0 || (werd != NULL && werd->length() == 0)) { // Empty + *ends_idea = true; + return; + } + + if (unicharset && werd) { // We have a proper werd and unicharset so use it. + if (UniLikelyListItem(unicharset, werd)) { + *is_list = true; + *starts_idea = true; + } + UNICHAR_ID last_letter = werd->unichar_id(werd->length() - 1); + if (unicharset->get_ispunctuation(last_letter)) { + *ends_idea = true; + } + } + else { // Assume utf8 is mostly ASCII + if (AsciiLikelyListItem(utf8)) { + *is_list = true; + *starts_idea = true; + } + int last_letter = utf8[utf8.size() - 1]; + if (IsOpeningPunct(last_letter) || IsTerminalPunct(last_letter)) { + *ends_idea = true; + } + } + } + + // =============== Implementation of RowScratchRegisters ===================== + /* static */ + void RowScratchRegisters::AppendDebugHeaderFields( + GenericVector *header) { + header->push_back("[lmarg,lind;rind,rmarg]"); + header->push_back("model"); + } + + void RowScratchRegisters::AppendDebugInfo(const ParagraphTheory &theory, + GenericVector *dbg) const { + char s[30]; + snprintf(s, sizeof(s), "[%3d,%3d;%3d,%3d]", + lmargin_, lindent_, rindent_, rmargin_); + dbg->push_back(s); + STRING model_string; + model_string += static_cast(GetLineType()); + model_string += ":"; + + int model_numbers = 0; + for (int h = 0; h < hypotheses_.size(); h++) { + if (hypotheses_[h].model == NULL) + continue; + if (model_numbers > 0) + model_string += ","; + if (StrongModel(hypotheses_[h].model)) { + model_string += StrOf(1 + theory.IndexOf(hypotheses_[h].model)); + } + else if (hypotheses_[h].model == kCrownLeft) { + model_string += "CrL"; + } + else if (hypotheses_[h].model == kCrownRight) { + model_string += "CrR"; + } + model_numbers++; + } + if (model_numbers == 0) + model_string += "0"; + + dbg->push_back(model_string); + } + + void RowScratchRegisters::Init(const RowInfo &row) { + ri_ = &row; + lmargin_ = 0; + lindent_ = row.pix_ldistance; + rmargin_ = 0; + rindent_ = row.pix_rdistance; + } + + LineType RowScratchRegisters::GetLineType() const { + if (hypotheses_.empty()) + return LT_UNKNOWN; + bool has_start = false; + bool has_body = false; + for (int i = 0; i < hypotheses_.size(); i++) { + switch (hypotheses_[i].ty) { + case LT_START: has_start = true; break; + case LT_BODY: has_body = true; break; + default: + tprintf("Encountered bad value in hypothesis list: %c\n", + hypotheses_[i].ty); + break; + } + } + if (has_start && has_body) + return LT_MULTIPLE; + return has_start ? LT_START : LT_BODY; + } + + LineType RowScratchRegisters::GetLineType(const ParagraphModel *model) const { + if (hypotheses_.empty()) + return LT_UNKNOWN; + bool has_start = false; + bool has_body = false; + for (int i = 0; i < hypotheses_.size(); i++) { + if (hypotheses_[i].model != model) + continue; + switch (hypotheses_[i].ty) { + case LT_START: has_start = true; break; + case LT_BODY: has_body = true; break; + default: + tprintf("Encountered bad value in hypothesis list: %c\n", + hypotheses_[i].ty); + break; + } + } + if (has_start && has_body) + return LT_MULTIPLE; + return has_start ? LT_START : LT_BODY; + } + + void RowScratchRegisters::SetStartLine() { + LineType current_lt = GetLineType(); + if (current_lt != LT_UNKNOWN && current_lt != LT_START) { + tprintf("Trying to set a line to be START when it's already BODY.\n"); + } + if (current_lt == LT_UNKNOWN || current_lt == LT_BODY) { + hypotheses_.push_back_new(LineHypothesis(LT_START, NULL)); + } + } + + void RowScratchRegisters::SetBodyLine() { + LineType current_lt = GetLineType(); + if (current_lt != LT_UNKNOWN && current_lt != LT_BODY) { + tprintf("Trying to set a line to be BODY when it's already START.\n"); + } + if (current_lt == LT_UNKNOWN || current_lt == LT_START) { + hypotheses_.push_back_new(LineHypothesis(LT_BODY, NULL)); + } + } + + void RowScratchRegisters::AddStartLine(const ParagraphModel *model) { + hypotheses_.push_back_new(LineHypothesis(LT_START, model)); + int old_idx = hypotheses_.get_index(LineHypothesis(LT_START, NULL)); + if (old_idx >= 0) + hypotheses_.remove(old_idx); + } + + void RowScratchRegisters::AddBodyLine(const ParagraphModel *model) { + hypotheses_.push_back_new(LineHypothesis(LT_BODY, model)); + int old_idx = hypotheses_.get_index(LineHypothesis(LT_BODY, NULL)); + if (old_idx >= 0) + hypotheses_.remove(old_idx); + } + + void RowScratchRegisters::StartHypotheses(SetOfModels *models) const { + for (int h = 0; h < hypotheses_.size(); h++) { + if (hypotheses_[h].ty == LT_START && StrongModel(hypotheses_[h].model)) + models->push_back_new(hypotheses_[h].model); + } + } + + void RowScratchRegisters::StrongHypotheses(SetOfModels *models) const { + for (int h = 0; h < hypotheses_.size(); h++) { + if (StrongModel(hypotheses_[h].model)) + models->push_back_new(hypotheses_[h].model); + } + } + + void RowScratchRegisters::NonNullHypotheses(SetOfModels *models) const { + for (int h = 0; h < hypotheses_.size(); h++) { + if (hypotheses_[h].model != NULL) + models->push_back_new(hypotheses_[h].model); + } + } + + const ParagraphModel *RowScratchRegisters::UniqueStartHypothesis() const { + if (hypotheses_.size() != 1 || hypotheses_[0].ty != LT_START) + return NULL; + return hypotheses_[0].model; + } + + const ParagraphModel *RowScratchRegisters::UniqueBodyHypothesis() const { + if (hypotheses_.size() != 1 || hypotheses_[0].ty != LT_BODY) + return NULL; + return hypotheses_[0].model; + } + + // Discard any hypotheses whose model is not in the given list. + void RowScratchRegisters::DiscardNonMatchingHypotheses( + const SetOfModels &models) { + if (models.empty()) + return; + for (int h = hypotheses_.size() - 1; h >= 0; h--) { + if (!models.contains(hypotheses_[h].model)) { + hypotheses_.remove(h); + } + } + } + + // ============ Geometry based Paragraph Detection Algorithm ================= + + struct Cluster { + Cluster() : center(0), count(0) {} + Cluster(int cen, int num) : center(cen), count(num) {} + + int center; // The center of the cluster. + int count; // The number of entries within the cluster. + }; + + class SimpleClusterer { + public: + explicit SimpleClusterer(int max_cluster_width) + : max_cluster_width_(max_cluster_width) {} + void Add(int value) { values_.push_back(value); } + int size() const { return values_.size(); } + void GetClusters(GenericVector *clusters); + + private: + int max_cluster_width_; + GenericVectorEqEq values_; + }; + + // Return the index of the cluster closest to value. + int ClosestCluster(const GenericVector &clusters, int value) { + int best_index = 0; + for (int i = 0; i < clusters.size(); i++) { + if (abs(value - clusters[i].center) < + abs(value - clusters[best_index].center)) + best_index = i; + } + return best_index; + } + + void SimpleClusterer::GetClusters(GenericVector *clusters) { + clusters->clear(); + values_.sort(); + for (int i = 0; i < values_.size();) { + int orig_i = i; + int lo = values_[i]; + int hi = lo; + while (++i < values_.size() && values_[i] <= lo + max_cluster_width_) { + hi = values_[i]; + } + clusters->push_back(Cluster((hi + lo) / 2, i - orig_i)); + } + } + + // Calculate left- and right-indent tab stop values seen in + // rows[row_start, row_end) given a tolerance of tolerance. + void CalculateTabStops(GenericVector *rows, + int row_start, int row_end, + int tolerance, + GenericVector *left_tabs, + GenericVector *right_tabs) { + if (!AcceptableRowArgs(0, 1, __func__, rows, row_start, row_end)) + return; + // First pass: toss all left and right indents into clusterers. + SimpleClusterer initial_lefts(tolerance); + SimpleClusterer initial_rights(tolerance); + GenericVector initial_left_tabs; + GenericVector initial_right_tabs; + for (int i = row_start; i < row_end; i++) { + initial_lefts.Add((*rows)[i].lindent_); + initial_rights.Add((*rows)[i].rindent_); + } + initial_lefts.GetClusters(&initial_left_tabs); + initial_rights.GetClusters(&initial_right_tabs); + + // Second pass: cluster only lines that are not "stray" + // An example of a stray line is a page number -- a line whose start + // and end tab-stops are far outside the typical start and end tab-stops + // for the block. + // Put another way, we only cluster data from lines whose start or end + // tab stop is frequent. + SimpleClusterer lefts(tolerance); + SimpleClusterer rights(tolerance); + + // Outlier elimination. We might want to switch this to test outlier-ness + // based on how strange a position an outlier is in instead of or in addition + // to how rare it is. These outliers get re-added if we end up having too + // few tab stops, to work with, however. + int infrequent_enough_to_ignore = 0; + if (row_end - row_start >= 8) infrequent_enough_to_ignore = 1; + if (row_end - row_start >= 20) infrequent_enough_to_ignore = 2; + + for (int i = row_start; i < row_end; i++) { + int lidx = ClosestCluster(initial_left_tabs, (*rows)[i].lindent_); + int ridx = ClosestCluster(initial_right_tabs, (*rows)[i].rindent_); + if (initial_left_tabs[lidx].count > infrequent_enough_to_ignore || + initial_right_tabs[ridx].count > infrequent_enough_to_ignore) { + lefts.Add((*rows)[i].lindent_); + rights.Add((*rows)[i].rindent_); + } + } + lefts.GetClusters(left_tabs); + rights.GetClusters(right_tabs); + + if ((left_tabs->size() == 1 && right_tabs->size() >= 4) || + (right_tabs->size() == 1 && left_tabs->size() >= 4)) { + // One side is really ragged, and the other only has one tab stop, + // so those "insignificant outliers" are probably important, actually. + // This often happens on a page of an index. Add back in the ones + // we omitted in the first pass. + for (int i = row_start; i < row_end; i++) { + int lidx = ClosestCluster(initial_left_tabs, (*rows)[i].lindent_); + int ridx = ClosestCluster(initial_right_tabs, (*rows)[i].rindent_); + if (!(initial_left_tabs[lidx].count > infrequent_enough_to_ignore || + initial_right_tabs[ridx].count > infrequent_enough_to_ignore)) { + lefts.Add((*rows)[i].lindent_); + rights.Add((*rows)[i].rindent_); + } + } + } + lefts.GetClusters(left_tabs); + rights.GetClusters(right_tabs); + + // If one side is almost a two-indent aligned side, and the other clearly + // isn't, try to prune out the least frequent tab stop from that side. + if (left_tabs->size() == 3 && right_tabs->size() >= 4) { + int to_prune = -1; + for (int i = left_tabs->size() - 1; i >= 0; i--) { + if (to_prune < 0 || + (*left_tabs)[i].count < (*left_tabs)[to_prune].count) { + to_prune = i; + } + } + if (to_prune >= 0 && + (*left_tabs)[to_prune].count <= infrequent_enough_to_ignore) { + left_tabs->remove(to_prune); + } + } + if (right_tabs->size() == 3 && left_tabs->size() >= 4) { + int to_prune = -1; + for (int i = right_tabs->size() - 1; i >= 0; i--) { + if (to_prune < 0 || + (*right_tabs)[i].count < (*right_tabs)[to_prune].count) { + to_prune = i; + } + } + if (to_prune >= 0 && + (*right_tabs)[to_prune].count <= infrequent_enough_to_ignore) { + right_tabs->remove(to_prune); + } + } + } + + // Given a paragraph model mark rows[row_start, row_end) as said model + // start or body lines. + // + // Case 1: model->first_indent_ != model->body_indent_ + // Differentiating the paragraph start lines from the paragraph body lines in + // this case is easy, we just see how far each line is indented. + // + // Case 2: model->first_indent_ == model->body_indent_ + // Here, we find end-of-paragraph lines by looking for "short lines." + // What constitutes a "short line" changes depending on whether the text + // ragged-right[left] or fully justified (aligned left and right). + // + // Case 2a: Ragged Right (or Left) text. (eop_threshold == 0) + // We have a new paragraph it the first word would have at the end + // of the previous line. + // + // Case 2b: Fully Justified. (eop_threshold > 0) + // We mark a line as short (end of paragraph) if the offside indent + // is greater than eop_threshold. + void MarkRowsWithModel(GenericVector *rows, + int row_start, int row_end, + const ParagraphModel *model, + bool ltr, + int eop_threshold) { + if (!AcceptableRowArgs(0, 0, __func__, rows, row_start, row_end)) + return; + for (int row = row_start; row < row_end; row++) { + bool valid_first = ValidFirstLine(rows, row, model); + bool valid_body = ValidBodyLine(rows, row, model); + if (valid_first && !valid_body) { + (*rows)[row].AddStartLine(model); + } + else if (valid_body && !valid_first) { + (*rows)[row].AddBodyLine(model); + } + else if (valid_body && valid_first) { + bool after_eop = (row == row_start); + if (row > row_start) { + if (eop_threshold > 0) { + if (model->justification() == JUSTIFICATION_LEFT) { + after_eop = (*rows)[row - 1].rindent_ > eop_threshold; + } + else { + after_eop = (*rows)[row - 1].lindent_ > eop_threshold; + } + } + else { + after_eop = FirstWordWouldHaveFit((*rows)[row - 1], (*rows)[row], + model->justification()); + } + } + if (after_eop) { + (*rows)[row].AddStartLine(model); + } + else { + (*rows)[row].AddBodyLine(model); + } + } + else { + // Do nothing. Stray row. + } + } + } + + // GeometricClassifierState holds all of the information we'll use while + // trying to determine a paragraph model for the text lines in a block of + // text: + // + the rows under consideration [row_start, row_end) + // + the common left- and right-indent tab stops + // + does the block start out left-to-right or right-to-left + // Further, this struct holds the data we amass for the (single) ParagraphModel + // we'll assign to the text lines (assuming we get that far). + struct GeometricClassifierState { + GeometricClassifierState(int dbg_level, + GenericVector *r, + int r_start, int r_end) + : debug_level(dbg_level), rows(r), row_start(r_start), row_end(r_end), + margin(0) { + tolerance = InterwordSpace(*r, r_start, r_end); + CalculateTabStops(r, r_start, r_end, tolerance, + &left_tabs, &right_tabs); + if (debug_level >= 3) { + tprintf("Geometry: TabStop cluster tolerance = %d; " + "%d left tabs; %d right tabs\n", + tolerance, left_tabs.size(), right_tabs.size()); + } + ltr = (*r)[r_start].ri_->ltr; + } + + void AssumeLeftJustification() { + just = tesseract::JUSTIFICATION_LEFT; + margin = (*rows)[row_start].lmargin_; + } + + void AssumeRightJustification() { + just = tesseract::JUSTIFICATION_RIGHT; + margin = (*rows)[row_start].rmargin_; + } + + // Align tabs are the tab stops the text is aligned to. + const GenericVector &AlignTabs() const { + if (just == tesseract::JUSTIFICATION_RIGHT) return right_tabs; + return left_tabs; + } + + // Offside tabs are the tab stops opposite the tabs used to align the text. + // + // Note that for a left-to-right text which is aligned to the right such as + // this function comment, the offside tabs are the horizontal tab stops + // marking the beginning of ("Note", "this" and "marking"). + const GenericVector &OffsideTabs() const { + if (just == tesseract::JUSTIFICATION_RIGHT) return left_tabs; + return right_tabs; + } + + // Return whether the i'th row extends from the leftmost left tab stop + // to the right most right tab stop. + bool IsFullRow(int i) const { + return ClosestCluster(left_tabs, (*rows)[i].lindent_) == 0 && + ClosestCluster(right_tabs, (*rows)[i].rindent_) == 0; + } + + int AlignsideTabIndex(int row_idx) const { + return ClosestCluster(AlignTabs(), (*rows)[row_idx].AlignsideIndent(just)); + } + + // Given what we know about the paragraph justification (just), would the + // first word of row_b have fit at the end of row_a? + bool FirstWordWouldHaveFit(int row_a, int row_b) { + return ::tesseract::FirstWordWouldHaveFit( + (*rows)[row_a], (*rows)[row_b], just); + } + + void PrintRows() const { PrintRowRange(*rows, row_start, row_end); } + + void Fail(int min_debug_level, const char *why) const { + if (debug_level < min_debug_level) return; + tprintf("# %s\n", why); + PrintRows(); + } + + ParagraphModel Model() const { + return ParagraphModel(just, margin, first_indent, body_indent, tolerance); + } + + // We print out messages with a debug level at least as great as debug_level. + int debug_level; + + // The Geometric Classifier was asked to find a single paragraph model + // to fit the text rows (*rows)[row_start, row_end) + GenericVector *rows; + int row_start; + int row_end; + + // The amount by which we expect the text edge can vary and still be aligned. + int tolerance; + + // Is the script in this text block left-to-right? + // HORRIBLE ROUGH APPROXIMATION. TODO(eger): Improve + bool ltr; + + // These left and right tab stops were determined to be the common tab + // stops for the given text. + GenericVector left_tabs; + GenericVector right_tabs; + + // These are parameters we must determine to create a ParagraphModel. + tesseract::ParagraphJustification just; + int margin; + int first_indent; + int body_indent; + + // eop_threshold > 0 if the text is fully justified. See MarkRowsWithModel() + int eop_threshold; + }; + + // Given a section of text where strong textual clues did not help identifying + // paragraph breaks, and for which the left and right indents have exactly + // three tab stops between them, attempt to find the paragraph breaks based + // solely on the outline of the text and whether the script is left-to-right. + // + // Algorithm Detail: + // The selected rows are in the form of a rectangle except + // for some number of "short lines" of the same length: + // + // (A1) xxxxxxxxxxxxx (B1) xxxxxxxxxxxx + // xxxxxxxxxxx xxxxxxxxxx # A "short" line. + // xxxxxxxxxxxxx xxxxxxxxxxxx + // xxxxxxxxxxxxx xxxxxxxxxxxx + // + // We have a slightly different situation if the only short + // line is at the end of the excerpt. + // + // (A2) xxxxxxxxxxxxx (B2) xxxxxxxxxxxx + // xxxxxxxxxxxxx xxxxxxxxxxxx + // xxxxxxxxxxxxx xxxxxxxxxxxx + // xxxxxxxxxxx xxxxxxxxxx # A "short" line. + // + // We'll interpret these as follows based on the reasoning in the comment for + // GeometricClassify(): + // [script direction: first indent, body indent] + // (A1) LtR: 2,0 RtL: 0,0 (B1) LtR: 0,0 RtL: 2,0 + // (A2) LtR: 2,0 RtL: CrR (B2) LtR: CrL RtL: 2,0 + void GeometricClassifyThreeTabStopTextBlock( + int debug_level, + GeometricClassifierState &s, + ParagraphTheory *theory) { + int num_rows = s.row_end - s.row_start; + int num_full_rows = 0; + int last_row_full = 0; + for (int i = s.row_start; i < s.row_end; i++) { + if (s.IsFullRow(i)) { + num_full_rows++; + if (i == s.row_end - 1) last_row_full++; + } + } + + if (num_full_rows < 0.7 * num_rows) { + s.Fail(1, "Not enough full lines to know which lines start paras."); + return; + } + + // eop_threshold gets set if we're fully justified; see MarkRowsWithModel() + s.eop_threshold = 0; + + if (s.ltr) { + s.AssumeLeftJustification(); + } + else { + s.AssumeRightJustification(); + } + + if (debug_level > 0) { + tprintf("# Not enough variety for clear outline classification. " + "Guessing these are %s aligned based on script.\n", + s.ltr ? "left" : "right"); + s.PrintRows(); + } + + if (s.AlignTabs().size() == 2) { // case A1 or A2 + s.first_indent = s.AlignTabs()[1].center; + s.body_indent = s.AlignTabs()[0].center; + } + else { // case B1 or B2 + if (num_rows - 1 == num_full_rows - last_row_full) { + // case B2 + const ParagraphModel *model = s.ltr ? kCrownLeft : kCrownRight; + (*s.rows)[s.row_start].AddStartLine(model); + for (int i = s.row_start + 1; i < s.row_end; i++) { + (*s.rows)[i].AddBodyLine(model); + } + return; + } + else { + // case B1 + s.first_indent = s.body_indent = s.AlignTabs()[0].center; + s.eop_threshold = (s.OffsideTabs()[0].center + + s.OffsideTabs()[1].center) / 2; + } + } + const ParagraphModel *model = theory->AddModel(s.Model()); + MarkRowsWithModel(s.rows, s.row_start, s.row_end, model, + s.ltr, s.eop_threshold); + return; + } + + // This function is called if strong textual clues were not available, but + // the caller hopes that the paragraph breaks will be super obvious just + // by the outline of the text. + // + // The particularly difficult case is figuring out what's going on if you + // don't have enough short paragraph end lines to tell us what's going on. + // + // For instance, let's say you have the following outline: + // + // (A1) xxxxxxxxxxxxxxxxxxxxxx + // xxxxxxxxxxxxxxxxxxxx + // xxxxxxxxxxxxxxxxxxxxxx + // xxxxxxxxxxxxxxxxxxxxxx + // + // Even if we know that the text is left-to-right and so will probably be + // left-aligned, both of the following are possible texts: + // + // (A1a) 1. Here our list item + // with two full lines. + // 2. Here a second item. + // 3. Here our third one. + // + // (A1b) so ends paragraph one. + // Here starts another + // paragraph we want to + // read. This continues + // + // These examples are obvious from the text and should have been caught + // by the StrongEvidenceClassify pass. However, for languages where we don't + // have capital letters to go on (e.g. Hebrew, Arabic, Hindi, Chinese), + // it's worth guessing that (A1b) is the correct interpretation if there are + // far more "full" lines than "short" lines. + void GeometricClassify(int debug_level, + GenericVector *rows, + int row_start, int row_end, + ParagraphTheory *theory) { + if (!AcceptableRowArgs(debug_level, 4, __func__, rows, row_start, row_end)) + return; + if (debug_level > 1) { + tprintf("###############################################\n"); + tprintf("##### GeometricClassify( rows[%d:%d) ) ####\n", + row_start, row_end); + tprintf("###############################################\n"); + } + RecomputeMarginsAndClearHypotheses(rows, row_start, row_end, 10); + + GeometricClassifierState s(debug_level, rows, row_start, row_end); + if (s.left_tabs.size() > 2 && s.right_tabs.size() > 2) { + s.Fail(2, "Too much variety for simple outline classification."); + return; + } + if (s.left_tabs.size() <= 1 && s.right_tabs.size() <= 1) { + s.Fail(1, "Not enough variety for simple outline classification."); + return; + } + if (s.left_tabs.size() + s.right_tabs.size() == 3) { + GeometricClassifyThreeTabStopTextBlock(debug_level, s, theory); + return; + } + + // At this point, we know that one side has at least two tab stops, and the + // other side has one or two tab stops. + // Left to determine: + // (1) Which is the body indent and which is the first line indent? + // (2) Is the text fully justified? + + // If one side happens to have three or more tab stops, assume that side + // is opposite of the aligned side. + if (s.right_tabs.size() > 2) { + s.AssumeLeftJustification(); + } + else if (s.left_tabs.size() > 2) { + s.AssumeRightJustification(); + } + else if (s.ltr) { // guess based on script direction + s.AssumeLeftJustification(); + } + else { + s.AssumeRightJustification(); + } + + if (s.AlignTabs().size() == 2) { + // For each tab stop on the aligned side, how many of them appear + // to be paragraph start lines? [first lines] + int firsts[2] = { 0, 0 }; + // Count the first line as a likely paragraph start line. + firsts[s.AlignsideTabIndex(s.row_start)]++; + // For each line, if the first word would have fit on the previous + // line count it as a likely paragraph start line. + bool jam_packed = true; + for (int i = s.row_start + 1; i < s.row_end; i++) { + if (s.FirstWordWouldHaveFit(i - 1, i)) { + firsts[s.AlignsideTabIndex(i)]++; + jam_packed = false; + } + } + // Make an extra accounting for the last line of the paragraph just + // in case it's the only short line in the block. That is, take its + // first word as typical and see if this looks like the *last* line + // of a paragraph. If so, mark the *other* indent as probably a first. + if (jam_packed && s.FirstWordWouldHaveFit(s.row_end - 1, s.row_end - 1)) { + firsts[1 - s.AlignsideTabIndex(s.row_end - 1)]++; + } + + int percent0firsts, percent1firsts; + percent0firsts = (100 * firsts[0]) / s.AlignTabs()[0].count; + percent1firsts = (100 * firsts[1]) / s.AlignTabs()[1].count; + + // TODO(eger): Tune these constants if necessary. + if ((percent0firsts < 20 && 30 < percent1firsts) || + percent0firsts + 30 < percent1firsts) { + s.first_indent = s.AlignTabs()[1].center; + s.body_indent = s.AlignTabs()[0].center; + } + else if ((percent1firsts < 20 && 30 < percent0firsts) || + percent1firsts + 30 < percent0firsts) { + s.first_indent = s.AlignTabs()[0].center; + s.body_indent = s.AlignTabs()[1].center; + } + else { + // Ambiguous! Probably lineated (poetry) + if (debug_level > 1) { + tprintf("# Cannot determine %s indent likely to start paragraphs.\n", + s.just == tesseract::JUSTIFICATION_LEFT ? "left" : "right"); + tprintf("# Indent of %d looks like a first line %d%% of the time.\n", + s.AlignTabs()[0].center, percent0firsts); + tprintf("# Indent of %d looks like a first line %d%% of the time.\n", + s.AlignTabs()[1].center, percent1firsts); + s.PrintRows(); + } + return; + } + } + else { + // There's only one tab stop for the "aligned to" side. + s.first_indent = s.body_indent = s.AlignTabs()[0].center; + } + + // At this point, we have our model. + const ParagraphModel *model = theory->AddModel(s.Model()); + + // Now all we have to do is figure out if the text is fully justified or not. + // eop_threshold: default to fully justified unless we see evidence below. + // See description on MarkRowsWithModel() + s.eop_threshold = + (s.OffsideTabs()[0].center + s.OffsideTabs()[1].center) / 2; + // If the text is not fully justified, re-set the eop_threshold to 0. + if (s.AlignTabs().size() == 2) { + // Paragraphs with a paragraph-start indent. + for (int i = s.row_start; i < s.row_end - 1; i++) { + if (ValidFirstLine(s.rows, i + 1, model) && + !NearlyEqual(s.OffsideTabs()[0].center, + (*s.rows)[i].OffsideIndent(s.just), s.tolerance)) { + // We found a non-end-of-paragraph short line: not fully justified. + s.eop_threshold = 0; + break; + } + } + } + else { + // Paragraphs with no paragraph-start indent. + for (int i = s.row_start; i < s.row_end - 1; i++) { + if (!s.FirstWordWouldHaveFit(i, i + 1) && + !NearlyEqual(s.OffsideTabs()[0].center, + (*s.rows)[i].OffsideIndent(s.just), s.tolerance)) { + // We found a non-end-of-paragraph short line: not fully justified. + s.eop_threshold = 0; + break; + } + } + } + MarkRowsWithModel(rows, row_start, row_end, model, s.ltr, s.eop_threshold); + } + + // =============== Implementation of ParagraphTheory ===================== + + const ParagraphModel *ParagraphTheory::AddModel(const ParagraphModel &model) { + for (int i = 0; i < models_->size(); i++) { + if ((*models_)[i]->Comparable(model)) + return (*models_)[i]; + } + ParagraphModel *m = new ParagraphModel(model); + models_->push_back(m); + models_we_added_.push_back_new(m); + return m; + } + + void ParagraphTheory::DiscardUnusedModels(const SetOfModels &used_models) { + for (int i = models_->size() - 1; i >= 0; i--) { + ParagraphModel *m = (*models_)[i]; + if (!used_models.contains(m) && models_we_added_.contains(m)) { + models_->remove(i); + models_we_added_.remove(models_we_added_.get_index(m)); + delete m; + } + } + } + + // Examine rows[start, end) and try to determine if an existing non-centered + // paragraph model would fit them perfectly. If so, return a pointer to it. + // If not, return NULL. + const ParagraphModel *ParagraphTheory::Fits( + const GenericVector *rows, int start, int end) const { + for (int m = 0; m < models_->size(); m++) { + const ParagraphModel *model = (*models_)[m]; + if (model->justification() != JUSTIFICATION_CENTER && + RowsFitModel(rows, start, end, model)) + return model; + } + return NULL; + } + + void ParagraphTheory::NonCenteredModels(SetOfModels *models) { + for (int m = 0; m < models_->size(); m++) { + const ParagraphModel *model = (*models_)[m]; + if (model->justification() != JUSTIFICATION_CENTER) + models->push_back_new(model); + } + } + + int ParagraphTheory::IndexOf(const ParagraphModel *model) const { + for (int i = 0; i < models_->size(); i++) { + if ((*models_)[i] == model) + return i; + } + return -1; + } + + bool ValidFirstLine(const GenericVector *rows, + int row, const ParagraphModel *model) { + if (!StrongModel(model)) { + tprintf("ValidFirstLine() should only be called with strong models!\n"); + } + return StrongModel(model) && + model->ValidFirstLine( + (*rows)[row].lmargin_, (*rows)[row].lindent_, + (*rows)[row].rindent_, (*rows)[row].rmargin_); + } + + bool ValidBodyLine(const GenericVector *rows, + int row, const ParagraphModel *model) { + if (!StrongModel(model)) { + tprintf("ValidBodyLine() should only be called with strong models!\n"); + } + return StrongModel(model) && + model->ValidBodyLine( + (*rows)[row].lmargin_, (*rows)[row].lindent_, + (*rows)[row].rindent_, (*rows)[row].rmargin_); + } + + bool CrownCompatible(const GenericVector *rows, + int a, int b, const ParagraphModel *model) { + if (model != kCrownRight && model != kCrownLeft) { + tprintf("CrownCompatible() should only be called with crown models!\n"); + return false; + } + RowScratchRegisters &row_a = (*rows)[a]; + RowScratchRegisters &row_b = (*rows)[b]; + if (model == kCrownRight) { + return NearlyEqual(row_a.rindent_ + row_a.rmargin_, + row_b.rindent_ + row_b.rmargin_, + Epsilon(row_a.ri_->average_interword_space)); + } + return NearlyEqual(row_a.lindent_ + row_a.lmargin_, + row_b.lindent_ + row_b.lmargin_, + Epsilon(row_a.ri_->average_interword_space)); + } + + + // =============== Implementation of ParagraphModelSmearer ==================== + + ParagraphModelSmearer::ParagraphModelSmearer( + GenericVector *rows, + int row_start, int row_end, ParagraphTheory *theory) + : theory_(theory), rows_(rows), row_start_(row_start), + row_end_(row_end) { + if (!AcceptableRowArgs(0, 0, __func__, rows, row_start, row_end)) { + row_start_ = 0; + row_end_ = 0; + return; + } + SetOfModels no_models; + for (int row = row_start - 1; row <= row_end; row++) { + open_models_.push_back(no_models); + } + } + + // see paragraphs_internal.h + void ParagraphModelSmearer::CalculateOpenModels(int row_start, int row_end) { + SetOfModels no_models; + if (row_start < row_start_) row_start = row_start_; + if (row_end > row_end_) row_end = row_end_; + + for (int row = (row_start > 0) ? row_start - 1 : row_start; row < row_end; + row++) { + if ((*rows_)[row].ri_->num_words == 0) { + OpenModels(row + 1) = no_models; + } + else { + SetOfModels &opened = OpenModels(row); + (*rows_)[row].StartHypotheses(&opened); + + // Which models survive the transition from row to row + 1? + SetOfModels still_open; + for (int m = 0; m < opened.size(); m++) { + if (ValidFirstLine(rows_, row, opened[m]) || + ValidBodyLine(rows_, row, opened[m])) { + // This is basic filtering; we check likely paragraph starty-ness down + // below in Smear() -- you know, whether the first word would have fit + // and such. + still_open.push_back_new(opened[m]); + } + } + OpenModels(row + 1) = still_open; + } + } + } + + // see paragraphs_internal.h + void ParagraphModelSmearer::Smear() { + CalculateOpenModels(row_start_, row_end_); + + // For each row which we're unsure about (that is, it is LT_UNKNOWN or + // we have multiple LT_START hypotheses), see if there's a model that + // was recently used (an "open" model) which might model it well. + for (int i = row_start_; i < row_end_; i++) { + RowScratchRegisters &row = (*rows_)[i]; + if (row.ri_->num_words == 0) + continue; + + // Step One: + // Figure out if there are "open" models which are left-alined or + // right-aligned. This is important for determining whether the + // "first" word in a row would fit at the "end" of the previous row. + bool left_align_open = false; + bool right_align_open = false; + for (int m = 0; m < OpenModels(i).size(); m++) { + switch (OpenModels(i)[m]->justification()) { + case JUSTIFICATION_LEFT: left_align_open = true; break; + case JUSTIFICATION_RIGHT: right_align_open = true; break; + default: left_align_open = right_align_open = true; + } + } + // Step Two: + // Use that knowledge to figure out if this row is likely to + // start a paragraph. + bool likely_start; + if (i == 0) { + likely_start = true; + } + else { + if ((left_align_open && right_align_open) || + (!left_align_open && !right_align_open)) { + likely_start = LikelyParagraphStart((*rows_)[i - 1], row, + JUSTIFICATION_LEFT) || + LikelyParagraphStart((*rows_)[i - 1], row, + JUSTIFICATION_RIGHT); + } + else if (left_align_open) { + likely_start = LikelyParagraphStart((*rows_)[i - 1], row, + JUSTIFICATION_LEFT); + } + else { + likely_start = LikelyParagraphStart((*rows_)[i - 1], row, + JUSTIFICATION_RIGHT); + } + } + + // Step Three: + // If this text line seems like an obvious first line of an + // open model, or an obvious continuation of an existing + // modelled paragraph, mark it up. + if (likely_start) { + // Add Start Hypotheses for all Open models that fit. + for (int m = 0; m < OpenModels(i).size(); m++) { + if (ValidFirstLine(rows_, i, OpenModels(i)[m])) { + row.AddStartLine(OpenModels(i)[m]); + } + } + } + else { + // Add relevant body line hypotheses. + SetOfModels last_line_models; + if (i > 0) { + (*rows_)[i - 1].StrongHypotheses(&last_line_models); + } + else { + theory_->NonCenteredModels(&last_line_models); + } + for (int m = 0; m < last_line_models.size(); m++) { + const ParagraphModel *model = last_line_models[m]; + if (ValidBodyLine(rows_, i, model)) + row.AddBodyLine(model); + } + } + + // Step Four: + // If we're still quite unsure about this line, go through all + // models in our theory and see if this row could be the start + // of any of our models. + if (row.GetLineType() == LT_UNKNOWN || + (row.GetLineType() == LT_START && !row.UniqueStartHypothesis())) { + SetOfModels all_models; + theory_->NonCenteredModels(&all_models); + for (int m = 0; m < all_models.size(); m++) { + if (ValidFirstLine(rows_, i, all_models[m])) { + row.AddStartLine(all_models[m]); + } + } + } + // Step Five: + // Since we may have updated the hypotheses about this row, we need + // to recalculate the Open models for the rest of rows[i + 1, row_end) + if (row.GetLineType() != LT_UNKNOWN) { + CalculateOpenModels(i + 1, row_end_); + } + } + } + + // ================ Main Paragraph Detection Algorithm ======================= + + // Find out what ParagraphModels are actually used, and discard any + // that are not. + void DiscardUnusedModels(const GenericVector &rows, + ParagraphTheory *theory) { + SetOfModels used_models; + for (int i = 0; i < rows.size(); i++) { + rows[i].StrongHypotheses(&used_models); + } + theory->DiscardUnusedModels(used_models); + } + + // DowngradeWeakestToCrowns: + // Forget any flush-{left, right} models unless we see two or more + // of them in sequence. + // + // In pass 3, we start to classify even flush-left paragraphs (paragraphs + // where the first line and body indent are the same) as having proper Models. + // This is generally dangerous, since if you start imagining that flush-left + // is a typical paragraph model when it is not, it will lead you to chop normal + // indented paragraphs in the middle whenever a sentence happens to start on a + // new line (see "This" above). What to do? + // What we do is to take any paragraph which is flush left and is not + // preceded by another paragraph of the same model and convert it to a "Crown" + // paragraph. This is a weak pseudo-ParagraphModel which is a placeholder + // for later. It means that the paragraph is flush, but it would be desirable + // to mark it as the same model as following text if it fits. This downgrade + // FlushLeft -> CrownLeft -> Model of following paragraph. Means that we + // avoid making flush left Paragraph Models whenever we see a top-of-the-page + // half-of-a-paragraph. and instead we mark it the same as normal body text. + // + // Implementation: + // + // Comb backwards through the row scratch registers, and turn any + // sequences of body lines of equivalent type abutted against the beginning + // or a body or start line of a different type into a crown paragraph. + void DowngradeWeakestToCrowns(int debug_level, + ParagraphTheory *theory, + GenericVector *rows) { + int start; + for (int end = rows->size(); end > 0; end = start) { + // Search back for a body line of a unique type. + const ParagraphModel *model = NULL; + while (end > 0 && + (model = (*rows)[end - 1].UniqueBodyHypothesis()) == NULL) { + end--; + } + if (end == 0) break; + start = end - 1; + while (start >= 0 && (*rows)[start].UniqueBodyHypothesis() == model) { + start--; // walk back to the first line that is not the same body type. + } + if (start >= 0 && (*rows)[start].UniqueStartHypothesis() == model && + StrongModel(model) && + NearlyEqual(model->first_indent(), model->body_indent(), + model->tolerance())) { + start--; + } + start++; + // Now rows[start, end) is a sequence of unique body hypotheses of model. + if (StrongModel(model) && model->justification() == JUSTIFICATION_CENTER) + continue; + if (!StrongModel(model)) { + while (start > 0 && + CrownCompatible(rows, start - 1, start, model)) + start--; + } + if (start == 0 || + (!StrongModel(model)) || + (StrongModel(model) && !ValidFirstLine(rows, start - 1, model))) { + // crownify rows[start, end) + const ParagraphModel *crown_model = model; + if (StrongModel(model)) { + if (model->justification() == JUSTIFICATION_LEFT) + crown_model = kCrownLeft; + else + crown_model = kCrownRight; + } + (*rows)[start].SetUnknown(); + (*rows)[start].AddStartLine(crown_model); + for (int row = start + 1; row < end; row++) { + (*rows)[row].SetUnknown(); + (*rows)[row].AddBodyLine(crown_model); + } + } + } + DiscardUnusedModels(*rows, theory); + } + + + // Clear all hypotheses about lines [start, end) and reset margins. + // + // The empty space between the left of a row and the block boundary (and + // similarly for the right) is split into two pieces: margin and indent. + // In initial processing, we assume the block is tight and the margin for + // all lines is set to zero. However, if our first pass does not yield + // models for everything, it may be due to an inset paragraph like a + // block-quote. In that case, we make a second pass over that unmarked + // section of the page and reset the "margin" portion of the empty space + // to the common amount of space at the ends of the lines under consid- + // eration. This would be equivalent to percentile set to 0. However, + // sometimes we have a single character sticking out in the right margin + // of a text block (like the 'r' in 'for' on line 3 above), and we can + // really just ignore it as an outlier. To express this, we allow the + // user to specify the percentile (0..100) of indent values to use as + // the common margin for each row in the run of rows[start, end). + void RecomputeMarginsAndClearHypotheses( + GenericVector *rows, int start, int end, + int percentile) { + if (!AcceptableRowArgs(0, 0, __func__, rows, start, end)) + return; + + int lmin, lmax, rmin, rmax; + lmin = lmax = (*rows)[start].lmargin_ + (*rows)[start].lindent_; + rmin = rmax = (*rows)[start].rmargin_ + (*rows)[start].rindent_; + for (int i = start; i < end; i++) { + RowScratchRegisters &sr = (*rows)[i]; + sr.SetUnknown(); + if (sr.ri_->num_words == 0) + continue; + UpdateRange(sr.lmargin_ + sr.lindent_, &lmin, &lmax); + UpdateRange(sr.rmargin_ + sr.rindent_, &rmin, &rmax); + } + STATS lefts(lmin, lmax + 1); + STATS rights(rmin, rmax + 1); + for (int i = start; i < end; i++) { + RowScratchRegisters &sr = (*rows)[i]; + if (sr.ri_->num_words == 0) + continue; + lefts.add(sr.lmargin_ + sr.lindent_, 1); + rights.add(sr.rmargin_ + sr.rindent_, 1); + } + int ignorable_left = lefts.ile(ClipToRange(percentile, 0, 100) / 100.0); + int ignorable_right = rights.ile(ClipToRange(percentile, 0, 100) / 100.0); + for (int i = start; i < end; i++) { + RowScratchRegisters &sr = (*rows)[i]; + int ldelta = ignorable_left - sr.lmargin_; + sr.lmargin_ += ldelta; + sr.lindent_ -= ldelta; + int rdelta = ignorable_right - sr.rmargin_; + sr.rmargin_ += rdelta; + sr.rindent_ -= rdelta; + } + } + + // Return the median inter-word space in rows[row_start, row_end). + int InterwordSpace(const GenericVector &rows, + int row_start, int row_end) { + if (row_end < row_start + 1) return 1; + int word_height = (rows[row_start].ri_->lword_box.height() + + rows[row_end - 1].ri_->lword_box.height()) / 2; + int word_width = (rows[row_start].ri_->lword_box.width() + + rows[row_end - 1].ri_->lword_box.width()) / 2; + STATS spacing_widths(0, 5 + word_width); + for (int i = row_start; i < row_end; i++) { + if (rows[i].ri_->num_words > 1) { + spacing_widths.add(rows[i].ri_->average_interword_space, 1); + } + } + int minimum_reasonable_space = word_height / 3; + if (minimum_reasonable_space < 2) + minimum_reasonable_space = 2; + int median = spacing_widths.median(); + return (median > minimum_reasonable_space) + ? median : minimum_reasonable_space; + } + + // Return whether the first word on the after line can fit in the space at + // the end of the before line (knowing which way the text is aligned and read). + bool FirstWordWouldHaveFit(const RowScratchRegisters &before, + const RowScratchRegisters &after, + tesseract::ParagraphJustification justification) { + if (before.ri_->num_words == 0 || after.ri_->num_words == 0) + return true; + + if (justification == JUSTIFICATION_UNKNOWN) { + tprintf("Don't call FirstWordWouldHaveFit(r, s, JUSTIFICATION_UNKNOWN).\n"); + } + int available_space; + if (justification == JUSTIFICATION_CENTER) { + available_space = before.lindent_ + before.rindent_; + } + else { + available_space = before.OffsideIndent(justification); + } + available_space -= before.ri_->average_interword_space; + + if (before.ri_->ltr) + return after.ri_->lword_box.width() < available_space; + return after.ri_->rword_box.width() < available_space; + } + + // Return whether the first word on the after line can fit in the space at + // the end of the before line (not knowing which way the text goes) in a left + // or right alignemnt. + bool FirstWordWouldHaveFit(const RowScratchRegisters &before, + const RowScratchRegisters &after) { + if (before.ri_->num_words == 0 || after.ri_->num_words == 0) + return true; + + int available_space = before.lindent_; + if (before.rindent_ > available_space) + available_space = before.rindent_; + available_space -= before.ri_->average_interword_space; + + if (before.ri_->ltr) + return after.ri_->lword_box.width() < available_space; + return after.ri_->rword_box.width() < available_space; + } + + bool TextSupportsBreak(const RowScratchRegisters &before, + const RowScratchRegisters &after) { + if (before.ri_->ltr) { + return before.ri_->rword_likely_ends_idea && + after.ri_->lword_likely_starts_idea; + } + else { + return before.ri_->lword_likely_ends_idea && + after.ri_->rword_likely_starts_idea; + } + } + + bool LikelyParagraphStart(const RowScratchRegisters &before, + const RowScratchRegisters &after) { + return before.ri_->num_words == 0 || + (FirstWordWouldHaveFit(before, after) && + TextSupportsBreak(before, after)); + } + + bool LikelyParagraphStart(const RowScratchRegisters &before, + const RowScratchRegisters &after, + tesseract::ParagraphJustification j) { + return before.ri_->num_words == 0 || + (FirstWordWouldHaveFit(before, after, j) && + TextSupportsBreak(before, after)); + } + + // Examine rows[start, end) and try to determine what sort of ParagraphModel + // would fit them as a single paragraph. + // If we can't produce a unique model justification_ = JUSTIFICATION_UNKNOWN. + // If the rows given could be a consistent start to a paragraph, set *consistent + // true. + ParagraphModel InternalParagraphModelByOutline( + const GenericVector *rows, + int start, int end, int tolerance, bool *consistent) { + int ltr_line_count = 0; + for (int i = start; i < end; i++) { + ltr_line_count += static_cast((*rows)[i].ri_->ltr); + } + bool ltr = (ltr_line_count >= (end - start) / 2); + + *consistent = true; + if (!AcceptableRowArgs(0, 2, __func__, rows, start, end)) + return ParagraphModel(); + + // Ensure the caller only passed us a region with a common rmargin and + // lmargin. + int lmargin = (*rows)[start].lmargin_; + int rmargin = (*rows)[start].rmargin_; + int lmin, lmax, rmin, rmax, cmin, cmax; + lmin = lmax = (*rows)[start + 1].lindent_; + rmin = rmax = (*rows)[start + 1].rindent_; + cmin = cmax = 0; + for (int i = start + 1; i < end; i++) { + if ((*rows)[i].lmargin_ != lmargin || (*rows)[i].rmargin_ != rmargin) { + tprintf("Margins don't match! Software error.\n"); + *consistent = false; + return ParagraphModel(); + } + UpdateRange((*rows)[i].lindent_, &lmin, &lmax); + UpdateRange((*rows)[i].rindent_, &rmin, &rmax); + UpdateRange((*rows)[i].rindent_ - (*rows)[i].lindent_, &cmin, &cmax); + } + int ldiff = lmax - lmin; + int rdiff = rmax - rmin; + int cdiff = cmax - cmin; + if (rdiff > tolerance && ldiff > tolerance) { + if (cdiff < tolerance * 2) { + if (end - start < 3) + return ParagraphModel(); + return ParagraphModel(JUSTIFICATION_CENTER, 0, 0, 0, tolerance); + } + *consistent = false; + return ParagraphModel(); + } + if (end - start < 3) // Don't return a model for two line paras. + return ParagraphModel(); + + // These booleans keep us from saying something is aligned left when the body + // left variance is too large. + bool body_admits_left_alignment = ldiff < tolerance; + bool body_admits_right_alignment = rdiff < tolerance; + + ParagraphModel left_model = + ParagraphModel(JUSTIFICATION_LEFT, lmargin, (*rows)[start].lindent_, + (lmin + lmax) / 2, tolerance); + ParagraphModel right_model = + ParagraphModel(JUSTIFICATION_RIGHT, rmargin, (*rows)[start].rindent_, + (rmin + rmax) / 2, tolerance); + + // These booleans keep us from having an indent on the "wrong side" for the + // first line. + bool text_admits_left_alignment = ltr || left_model.is_flush(); + bool text_admits_right_alignment = !ltr || right_model.is_flush(); + + // At least one of the edges is less than tolerance in variance. + // If the other is obviously ragged, it can't be the one aligned to. + // [Note the last line is included in this raggedness.] + if (tolerance < rdiff) { + if (body_admits_left_alignment && text_admits_left_alignment) + return left_model; + *consistent = false; + return ParagraphModel(); + } + if (tolerance < ldiff) { + if (body_admits_right_alignment && text_admits_right_alignment) + return right_model; + *consistent = false; + return ParagraphModel(); + } + + // At this point, we know the body text doesn't vary much on either side. + + // If the first line juts out oddly in one direction or the other, + // that likely indicates the side aligned to. + int first_left = (*rows)[start].lindent_; + int first_right = (*rows)[start].rindent_; + + if (ltr && body_admits_left_alignment && + (first_left < lmin || first_left > lmax)) + return left_model; + if (!ltr && body_admits_right_alignment && + (first_right < rmin || first_right > rmax)) + return right_model; + + *consistent = false; + return ParagraphModel(); + } + + // Examine rows[start, end) and try to determine what sort of ParagraphModel + // would fit them as a single paragraph. If nothing fits, + // justification_ = JUSTIFICATION_UNKNOWN and print the paragraph to debug + // output if we're debugging. + ParagraphModel ParagraphModelByOutline( + int debug_level, + const GenericVector *rows, + int start, int end, int tolerance) { + bool unused_consistent; + ParagraphModel retval = InternalParagraphModelByOutline( + rows, start, end, tolerance, &unused_consistent); + if (debug_level >= 2 && retval.justification() == JUSTIFICATION_UNKNOWN) { + tprintf("Could not determine a model for this paragraph:\n"); + PrintRowRange(*rows, start, end); + } + return retval; + } + + // Do rows[start, end) form a single instance of the given paragraph model? + bool RowsFitModel(const GenericVector *rows, + int start, int end, const ParagraphModel *model) { + if (!AcceptableRowArgs(0, 1, __func__, rows, start, end)) + return false; + if (!ValidFirstLine(rows, start, model)) return false; + for (int i = start + 1; i < end; i++) { + if (!ValidBodyLine(rows, i, model)) return false; + } + return true; + } + + // Examine rows[row_start, row_end) as an independent section of text, + // and mark rows that are exceptionally clear as start-of-paragraph + // and paragraph-body lines. + // + // We presume that any lines surrounding rows[row_start, row_end) may + // have wildly different paragraph models, so we don't key any data off + // of those lines. + // + // We only take the very strongest signals, as we don't want to get + // confused and marking up centered text, poetry, or source code as + // clearly part of a typical paragraph. + void MarkStrongEvidence(GenericVector *rows, + int row_start, int row_end) { + // Record patently obvious body text. + for (int i = row_start + 1; i < row_end; i++) { + const RowScratchRegisters &prev = (*rows)[i - 1]; + RowScratchRegisters &curr = (*rows)[i]; + tesseract::ParagraphJustification typical_justification = + prev.ri_->ltr ? JUSTIFICATION_LEFT : JUSTIFICATION_RIGHT; + if (!curr.ri_->rword_likely_starts_idea && + !curr.ri_->lword_likely_starts_idea && + !FirstWordWouldHaveFit(prev, curr, typical_justification)) { + curr.SetBodyLine(); + } + } + + // Record patently obvious start paragraph lines. + // + // It's an extremely good signal of the start of a paragraph that + // the first word would have fit on the end of the previous line. + // However, applying just that signal would have us mark random + // start lines of lineated text (poetry and source code) and some + // centered headings as paragraph start lines. Therefore, we use + // a second qualification for a paragraph start: Not only should + // the first word of this line have fit on the previous line, + // but also, this line should go full to the right of the block, + // disallowing a subsequent word from having fit on this line. + + // First row: + { + RowScratchRegisters &curr = (*rows)[row_start]; + RowScratchRegisters &next = (*rows)[row_start + 1]; + tesseract::ParagraphJustification j = + curr.ri_->ltr ? JUSTIFICATION_LEFT : JUSTIFICATION_RIGHT; + if (curr.GetLineType() == LT_UNKNOWN && + !FirstWordWouldHaveFit(curr, next, j) && + (curr.ri_->lword_likely_starts_idea || + curr.ri_->rword_likely_starts_idea)) { + curr.SetStartLine(); + } + } + // Middle rows + for (int i = row_start + 1; i < row_end - 1; i++) { + RowScratchRegisters &prev = (*rows)[i - 1]; + RowScratchRegisters &curr = (*rows)[i]; + RowScratchRegisters &next = (*rows)[i + 1]; + tesseract::ParagraphJustification j = + curr.ri_->ltr ? JUSTIFICATION_LEFT : JUSTIFICATION_RIGHT; + if (curr.GetLineType() == LT_UNKNOWN && + !FirstWordWouldHaveFit(curr, next, j) && + LikelyParagraphStart(prev, curr, j)) { + curr.SetStartLine(); + } + } + // Last row + { // the short circuit at the top means we have at least two lines. + RowScratchRegisters &prev = (*rows)[row_end - 2]; + RowScratchRegisters &curr = (*rows)[row_end - 1]; + tesseract::ParagraphJustification j = + curr.ri_->ltr ? JUSTIFICATION_LEFT : JUSTIFICATION_RIGHT; + if (curr.GetLineType() == LT_UNKNOWN && + !FirstWordWouldHaveFit(curr, curr, j) && + LikelyParagraphStart(prev, curr, j)) { + curr.SetStartLine(); + } + } + } + + // Look for sequences of a start line followed by some body lines in + // rows[row_start, row_end) and create ParagraphModels for them if + // they seem coherent. + void ModelStrongEvidence(int debug_level, + GenericVector *rows, + int row_start, int row_end, + bool allow_flush_models, + ParagraphTheory *theory) { + if (!AcceptableRowArgs(debug_level, 2, __func__, rows, row_start, row_end)) + return; + + int start = row_start; + while (start < row_end) { + while (start < row_end && (*rows)[start].GetLineType() != LT_START) + start++; + if (start >= row_end - 1) + break; + + int tolerance = Epsilon((*rows)[start + 1].ri_->average_interword_space); + int end = start; + ParagraphModel last_model; + bool next_consistent; + do { + ++end; + // rows[row, end) was consistent. + // If rows[row, end + 1) is not consistent, + // just model rows[row, end) + if (end < row_end - 1) { + RowScratchRegisters &next = (*rows)[end]; + LineType lt = next.GetLineType(); + next_consistent = lt == LT_BODY || + (lt == LT_UNKNOWN && + !FirstWordWouldHaveFit((*rows)[end - 1], (*rows)[end])); + } + else { + next_consistent = false; + } + if (next_consistent) { + ParagraphModel next_model = InternalParagraphModelByOutline( + rows, start, end + 1, tolerance, &next_consistent); + if (((*rows)[start].ri_->ltr && + last_model.justification() == JUSTIFICATION_LEFT && + next_model.justification() != JUSTIFICATION_LEFT) || + (!(*rows)[start].ri_->ltr && + last_model.justification() == JUSTIFICATION_RIGHT && + next_model.justification() != JUSTIFICATION_RIGHT)) { + next_consistent = false; + } + last_model = next_model; + } + else { + next_consistent = false; + } + } while (next_consistent && end < row_end); + // At this point, rows[start, end) looked like it could have been a + // single paragraph. If we can make a good ParagraphModel for it, + // do so and mark this sequence with that model. + if (end > start + 1) { + // emit a new paragraph if we have more than one line. + const ParagraphModel *model = NULL; + ParagraphModel new_model = ParagraphModelByOutline( + debug_level, rows, start, end, + Epsilon(InterwordSpace(*rows, start, end))); + if (new_model.justification() == JUSTIFICATION_UNKNOWN) { + // couldn't create a good model, oh well. + } + else if (new_model.is_flush()) { + if (end == start + 2) { + // It's very likely we just got two paragraph starts in a row. + end = start + 1; + } + else if (start == row_start) { + // Mark this as a Crown. + if (new_model.justification() == JUSTIFICATION_LEFT) { + model = kCrownLeft; + } + else { + model = kCrownRight; + } + } + else if (allow_flush_models) { + model = theory->AddModel(new_model); + } + } + else { + model = theory->AddModel(new_model); + } + if (model) { + (*rows)[start].AddStartLine(model); + for (int i = start + 1; i < end; i++) { + (*rows)[i].AddBodyLine(model); + } + } + } + start = end; + } + } + + // We examine rows[row_start, row_end) and do the following: + // (1) Clear all existing hypotheses for the rows being considered. + // (2) Mark up any rows as exceptionally likely to be paragraph starts + // or paragraph body lines as such using both geometric and textual + // clues. + // (3) Form models for any sequence of start + continuation lines. + // (4) Smear the paragraph models to cover surrounding text. + void StrongEvidenceClassify(int debug_level, + GenericVector *rows, + int row_start, int row_end, + ParagraphTheory *theory) { + if (!AcceptableRowArgs(debug_level, 2, __func__, rows, row_start, row_end)) + return; + + if (debug_level > 1) { + tprintf("#############################################\n"); + tprintf("# StrongEvidenceClassify( rows[%d:%d) )\n", row_start, row_end); + tprintf("#############################################\n"); + } + + RecomputeMarginsAndClearHypotheses(rows, row_start, row_end, 10); + MarkStrongEvidence(rows, row_start, row_end); + + DebugDump(debug_level > 2, "Initial strong signals.", *theory, *rows); + + // Create paragraph models. + ModelStrongEvidence(debug_level, rows, row_start, row_end, false, theory); + + DebugDump(debug_level > 2, "Unsmeared hypotheses.s.", *theory, *rows); + + // At this point, some rows are marked up as paragraphs with model numbers, + // and some rows are marked up as either LT_START or LT_BODY. Now let's + // smear any good paragraph hypotheses forward and backward. + ParagraphModelSmearer smearer(rows, row_start, row_end, theory); + smearer.Smear(); + } + + void SeparateSimpleLeaderLines(GenericVector *rows, + int row_start, int row_end, + ParagraphTheory *theory) { + for (int i = row_start + 1; i < row_end - 1; i++) { + if ((*rows)[i - 1].ri_->has_leaders && + (*rows)[i].ri_->has_leaders && + (*rows)[i + 1].ri_->has_leaders) { + const ParagraphModel *model = theory->AddModel( + ParagraphModel(JUSTIFICATION_UNKNOWN, 0, 0, 0, 0)); + (*rows)[i].AddStartLine(model); + } + } + } + + // Collect sequences of unique hypotheses in row registers and create proper + // paragraphs for them, referencing the paragraphs in row_owners. + void ConvertHypothesizedModelRunsToParagraphs( + int debug_level, + const GenericVector &rows, + GenericVector *row_owners, + ParagraphTheory *theory) { + int end = rows.size(); + int start; + for (; end > 0; end = start) { + start = end - 1; + const ParagraphModel *model = NULL; + // TODO(eger): Be smarter about dealing with multiple hypotheses. + bool single_line_paragraph = false; + SetOfModels models; + rows[start].NonNullHypotheses(&models); + if (!models.empty()) { + model = models[0]; + if (rows[start].GetLineType(model) != LT_BODY) + single_line_paragraph = true; + } + if (model && !single_line_paragraph) { + // walk back looking for more body lines and then a start line. + while (--start > 0 && rows[start].GetLineType(model) == LT_BODY) { + // do nothing + } + if (start < 0 || rows[start].GetLineType(model) != LT_START) { + model = NULL; + } + } + if (model == NULL) { + continue; + } + // rows[start, end) should be a paragraph. + PARA *p = new PARA(); + if (model == kCrownLeft || model == kCrownRight) { + p->is_very_first_or_continuation = true; + // Crown paragraph. + // If we can find an existing ParagraphModel that fits, use it, + // else create a new one. + for (int row = end; row < rows.size(); row++) { + if ((*row_owners)[row] && + (ValidBodyLine(&rows, start, (*row_owners)[row]->model) && + (start == 0 || + ValidFirstLine(&rows, start, (*row_owners)[row]->model)))) { + model = (*row_owners)[row]->model; + break; + } + } + if (model == kCrownLeft) { + // No subsequent model fits, so cons one up. + model = theory->AddModel(ParagraphModel( + JUSTIFICATION_LEFT, rows[start].lmargin_ + rows[start].lindent_, + 0, 0, Epsilon(rows[start].ri_->average_interword_space))); + } + else if (model == kCrownRight) { + // No subsequent model fits, so cons one up. + model = theory->AddModel(ParagraphModel( + JUSTIFICATION_RIGHT, rows[start].rmargin_ + rows[start].rmargin_, + 0, 0, Epsilon(rows[start].ri_->average_interword_space))); + } + } + rows[start].SetUnknown(); + rows[start].AddStartLine(model); + for (int i = start + 1; i < end; i++) { + rows[i].SetUnknown(); + rows[i].AddBodyLine(model); + } + p->model = model; + p->has_drop_cap = rows[start].ri_->has_drop_cap; + p->is_list_item = + model->justification() == JUSTIFICATION_RIGHT + ? rows[start].ri_->rword_indicates_list_item + : rows[start].ri_->lword_indicates_list_item; + for (int row = start; row < end; row++) { + if ((*row_owners)[row] != NULL) { + tprintf("Memory leak! ConvertHypothesizeModelRunsToParagraphs() called " + "more than once!\n"); + delete (*row_owners)[row]; + } + (*row_owners)[row] = p; + } + } + } + + struct Interval { + Interval() : begin(0), end(0) {} + Interval(int b, int e) : begin(b), end(e) {} + + int begin; + int end; + }; + + // Return whether rows[row] appears to be stranded, meaning that the evidence + // for this row is very weak due to context. For instance, two lines of source + // code may happen to be indented at the same tab vector as body text starts, + // leading us to think they are two start-of-paragraph lines. This is not + // optimal. However, we also don't want to mark a sequence of short dialog + // as "weak," so our heuristic is: + // (1) If a line is surrounded by lines of unknown type, it's weak. + // (2) If two lines in a row are start lines for a given paragraph type, but + // after that the same paragraph type does not continue, they're weak. + bool RowIsStranded(const GenericVector &rows, int row) { + SetOfModels row_models; + rows[row].StrongHypotheses(&row_models); + + for (int m = 0; m < row_models.size(); m++) { + bool all_starts = rows[row].GetLineType(); + int run_length = 1; + bool continues = true; + for (int i = row - 1; i >= 0 && continues; i--) { + SetOfModels models; + rows[i].NonNullHypotheses(&models); + switch (rows[i].GetLineType(row_models[m])) { + case LT_START: run_length++; break; + case LT_MULTIPLE: // explicit fall-through + case LT_BODY: run_length++; all_starts = false; break; + case LT_UNKNOWN: // explicit fall-through + default: continues = false; + } + } + continues = true; + for (int i = row + 1; i < rows.size() && continues; i++) { + SetOfModels models; + rows[i].NonNullHypotheses(&models); + switch (rows[i].GetLineType(row_models[m])) { + case LT_START: run_length++; break; + case LT_MULTIPLE: // explicit fall-through + case LT_BODY: run_length++; all_starts = false; break; + case LT_UNKNOWN: // explicit fall-through + default: continues = false; + } + } + if (run_length > 2 || (!all_starts && run_length > 1)) return false; + } + return true; + } + + // Go through rows[row_start, row_end) and gather up sequences that need better + // classification. + // + Sequences of non-empty rows without hypotheses. + // + Crown paragraphs not immediately followed by a strongly modeled line. + // + Single line paragraphs surrounded by text that doesn't match the + // model. + void LeftoverSegments(const GenericVector &rows, + GenericVector *to_fix, + int row_start, int row_end) { + to_fix->clear(); + for (int i = row_start; i < row_end; i++) { + bool needs_fixing = false; + + SetOfModels models; + SetOfModels models_w_crowns; + rows[i].StrongHypotheses(&models); + rows[i].NonNullHypotheses(&models_w_crowns); + if (models.empty() && !models_w_crowns.empty()) { + // Crown paragraph. Is it followed by a modeled line? + for (int end = i + 1; end < rows.size(); end++) { + SetOfModels end_models; + SetOfModels strong_end_models; + rows[end].NonNullHypotheses(&end_models); + rows[end].StrongHypotheses(&strong_end_models); + if (end_models.empty()) { + needs_fixing = true; + break; + } + else if (!strong_end_models.empty()) { + needs_fixing = false; + break; + } + } + } + else if (models.empty() && rows[i].ri_->num_words > 0) { + // No models at all. + needs_fixing = true; + } + + if (!needs_fixing && !models.empty()) { + needs_fixing = RowIsStranded(rows, i); + } + + if (needs_fixing) { + if (!to_fix->empty() && to_fix->back().end == i - 1) + to_fix->back().end = i; + else + to_fix->push_back(Interval(i, i)); + } + } + // Convert inclusive intervals to half-open intervals. + for (int i = 0; i < to_fix->size(); i++) { + (*to_fix)[i].end = (*to_fix)[i].end + 1; + } + } + + // Given a set of row_owners pointing to PARAs or NULL (no paragraph known), + // normalize each row_owner to point to an actual PARA, and output the + // paragraphs in order onto paragraphs. + void CanonicalizeDetectionResults( + GenericVector *row_owners, + PARA_LIST *paragraphs) { + GenericVector &rows = *row_owners; + paragraphs->clear(); + PARA_IT out(paragraphs); + PARA *formerly_null = NULL; + for (int i = 0; i < rows.size(); i++) { + if (rows[i] == NULL) { + if (i == 0 || rows[i - 1] != formerly_null) { + rows[i] = formerly_null = new PARA(); + } + else { + rows[i] = formerly_null; + continue; + } + } + else if (i > 0 && rows[i - 1] == rows[i]) { + continue; + } + out.add_after_then_move(rows[i]); + } + } + + // Main entry point for Paragraph Detection Algorithm. + // + // Given a set of equally spaced textlines (described by row_infos), + // Split them into paragraphs. + // + // Output: + // row_owners - one pointer for each row, to the paragraph it belongs to. + // paragraphs - this is the actual list of PARA objects. + // models - the list of paragraph models referenced by the PARA objects. + // caller is responsible for deleting the models. + void DetectParagraphs(int debug_level, + GenericVector *row_infos, + GenericVector *row_owners, + PARA_LIST *paragraphs, + GenericVector *models) { + GenericVector rows; + ParagraphTheory theory(models); + + // Initialize row_owners to be a bunch of NULL pointers. + row_owners->init_to_size(row_infos->size(), NULL); + + // Set up row scratch registers for the main algorithm. + rows.init_to_size(row_infos->size(), RowScratchRegisters()); + for (int i = 0; i < row_infos->size(); i++) { + rows[i].Init((*row_infos)[i]); + } + + // Pass 1: + // Detect sequences of lines that all contain leader dots (.....) + // These are likely Tables of Contents. If there are three text lines in + // a row with leader dots, it's pretty safe to say the middle one should + // be a paragraph of its own. + SeparateSimpleLeaderLines(&rows, 0, rows.size(), &theory); + + DebugDump(debug_level > 1, "End of Pass 1", theory, rows); + + GenericVector leftovers; + LeftoverSegments(rows, &leftovers, 0, rows.size()); + for (int i = 0; i < leftovers.size(); i++) { + // Pass 2a: + // Find any strongly evidenced start-of-paragraph lines. If they're + // followed by two lines that look like body lines, make a paragraph + // model for that and see if that model applies throughout the text + // (that is, "smear" it). + StrongEvidenceClassify(debug_level, &rows, + leftovers[i].begin, leftovers[i].end, &theory); + + // Pass 2b: + // If we had any luck in pass 2a, we got part of the page and didn't + // know how to classify a few runs of rows. Take the segments that + // didn't find a model and reprocess them individually. + GenericVector leftovers2; + LeftoverSegments(rows, &leftovers2, leftovers[i].begin, leftovers[i].end); + bool pass2a_was_useful = leftovers2.size() > 1 || + (leftovers2.size() == 1 && + (leftovers2[0].begin != 0 || leftovers2[0].end != rows.size())); + if (pass2a_was_useful) { + for (int j = 0; j < leftovers2.size(); j++) { + StrongEvidenceClassify(debug_level, &rows, + leftovers2[j].begin, leftovers2[j].end, + &theory); + } + } + } + + DebugDump(debug_level > 1, "End of Pass 2", theory, rows); + + // Pass 3: + // These are the dregs for which we didn't have enough strong textual + // and geometric clues to form matching models for. Let's see if + // the geometric clues are simple enough that we could just use those. + LeftoverSegments(rows, &leftovers, 0, rows.size()); + for (int i = 0; i < leftovers.size(); i++) { + GeometricClassify(debug_level, &rows, + leftovers[i].begin, leftovers[i].end, &theory); + } + + // Undo any flush models for which there's little evidence. + DowngradeWeakestToCrowns(debug_level, &theory, &rows); + + DebugDump(debug_level > 1, "End of Pass 3", theory, rows); + + // Pass 4: + // Take everything that's still not marked up well and clear all markings. + LeftoverSegments(rows, &leftovers, 0, rows.size()); + for (int i = 0; i < leftovers.size(); i++) { + for (int j = leftovers[i].begin; j < leftovers[i].end; j++) { + rows[j].SetUnknown(); + } + } + + DebugDump(debug_level > 1, "End of Pass 4", theory, rows); + + // Convert all of the unique hypothesis runs to PARAs. + ConvertHypothesizedModelRunsToParagraphs(debug_level, rows, row_owners, + &theory); + + DebugDump(debug_level > 0, "Final Paragraph Segmentation", theory, rows); + + // Finally, clean up any dangling NULL row paragraph parents. + CanonicalizeDetectionResults(row_owners, paragraphs); + } + + // ============ Code interfacing with the rest of Tesseract ================== + + void InitializeTextAndBoxesPreRecognition(const MutableIterator &it, + RowInfo *info) { + // Set up text, lword_text, and rword_text (mostly for debug printing). + STRING fake_text; + PageIterator pit(static_cast(it)); + bool first_word = true; + if (!pit.Empty(RIL_WORD)) { + do { + fake_text += "x"; + if (first_word) info->lword_text += "x"; + info->rword_text += "x"; + if (pit.IsAtFinalElement(RIL_WORD, RIL_SYMBOL) && + !pit.IsAtFinalElement(RIL_TEXTLINE, RIL_SYMBOL)) { + fake_text += " "; + info->rword_text = ""; + first_word = false; + } + } while (!pit.IsAtFinalElement(RIL_TEXTLINE, RIL_SYMBOL) && + pit.Next(RIL_SYMBOL)); + } + if (fake_text.size() == 0) return; + + int lspaces = info->pix_ldistance / info->average_interword_space; + for (int i = 0; i < lspaces; i++) { + info->text += ' '; + } + info->text += fake_text; + + // Set up lword_box, rword_box, and num_words. + PAGE_RES_IT page_res_it = *it.PageResIt(); + WERD_RES *word_res = page_res_it.restart_row(); + ROW_RES *this_row = page_res_it.row(); + + WERD_RES *lword = NULL; + WERD_RES *rword = NULL; + info->num_words = 0; + do { + if (word_res) { + if (!lword) lword = word_res; + if (rword != word_res) info->num_words++; + rword = word_res; + } + word_res = page_res_it.forward(); + } while (page_res_it.row() == this_row); + + if (lword) info->lword_box = lword->word->bounding_box(); + if (rword) info->rword_box = rword->word->bounding_box(); + } + + + // Given a Tesseract Iterator pointing to a text line, fill in the paragraph + // detector RowInfo with all relevant information from the row. + void InitializeRowInfo(bool after_recognition, + const MutableIterator &it, + RowInfo *info) { + if (it.PageResIt()->row() != NULL) { + ROW *row = it.PageResIt()->row()->row; + info->pix_ldistance = row->lmargin(); + info->pix_rdistance = row->rmargin(); + info->average_interword_space = + row->space() > 0 ? row->space() : MAX(row->x_height(), 1); + info->pix_xheight = row->x_height(); + info->has_leaders = false; + info->has_drop_cap = row->has_drop_cap(); + info->ltr = true; // set below depending on word scripts + } + else { + info->pix_ldistance = info->pix_rdistance = 0; + info->average_interword_space = 1; + info->pix_xheight = 1.0; + info->has_leaders = false; + info->has_drop_cap = false; + info->ltr = true; + } + + info->num_words = 0; + info->lword_indicates_list_item = false; + info->lword_likely_starts_idea = false; + info->lword_likely_ends_idea = false; + info->rword_indicates_list_item = false; + info->rword_likely_starts_idea = false; + info->rword_likely_ends_idea = false; + info->has_leaders = false; + info->ltr = 1; + + if (!after_recognition) { + InitializeTextAndBoxesPreRecognition(it, info); + return; + } + info->text = ""; + char *text = it.GetUTF8Text(RIL_TEXTLINE); + int trailing_ws_idx = strlen(text); // strip trailing space + while (trailing_ws_idx > 0 && + // isspace() only takes ASCII + ((text[trailing_ws_idx - 1] & 0x80) == 0) && + isspace(text[trailing_ws_idx - 1])) + trailing_ws_idx--; + if (trailing_ws_idx > 0) { + int lspaces = info->pix_ldistance / info->average_interword_space; + for (int i = 0; i < lspaces; i++) + info->text += ' '; + for (int i = 0; i < trailing_ws_idx; i++) + info->text += text[i]; + } + delete[]text; + + if (info->text.size() == 0) { + return; + } + + PAGE_RES_IT page_res_it = *it.PageResIt(); + GenericVector werds; + WERD_RES *word_res = page_res_it.restart_row(); + ROW_RES *this_row = page_res_it.row(); + int num_leaders = 0; + int ltr = 0; + int rtl = 0; + do { + if (word_res && word_res->best_choice->unichar_string().length() > 0) { + werds.push_back(word_res); + ltr += word_res->AnyLtrCharsInWord() ? 1 : 0; + rtl += word_res->AnyRtlCharsInWord() ? 1 : 0; + if (word_res->word->flag(W_REP_CHAR)) num_leaders++; + } + word_res = page_res_it.forward(); + } while (page_res_it.row() == this_row); + info->ltr = ltr >= rtl; + info->has_leaders = num_leaders > 3; + info->num_words = werds.size(); + if (!werds.empty()) { + WERD_RES *lword = werds[0], *rword = werds[werds.size() - 1]; + info->lword_text = lword->best_choice->unichar_string().string(); + info->rword_text = rword->best_choice->unichar_string().string(); + info->lword_box = lword->word->bounding_box(); + info->rword_box = rword->word->bounding_box(); + LeftWordAttributes(lword->uch_set, lword->best_choice, + info->lword_text, + &info->lword_indicates_list_item, + &info->lword_likely_starts_idea, + &info->lword_likely_ends_idea); + RightWordAttributes(rword->uch_set, rword->best_choice, + info->rword_text, + &info->rword_indicates_list_item, + &info->rword_likely_starts_idea, + &info->rword_likely_ends_idea); + } + } + + // This is called after rows have been identified and words are recognized. + // Much of this could be implemented before word recognition, but text helps + // to identify bulleted lists and gives good signals for sentence boundaries. + void DetectParagraphs(int debug_level, + bool after_text_recognition, + const MutableIterator *block_start, + GenericVector *models) { + // Clear out any preconceived notions. + if (block_start->Empty(RIL_TEXTLINE)) { + return; + } + BLOCK *block = block_start->PageResIt()->block()->block; + block->para_list()->clear(); + bool is_image_block = block->poly_block() && !block->poly_block()->IsText(); + + // Convert the Tesseract structures to RowInfos + // for the paragraph detection algorithm. + MutableIterator row(*block_start); + if (row.Empty(RIL_TEXTLINE)) + return; // end of input already. + + GenericVector row_infos; + do { + if (!row.PageResIt()->row()) + continue; // empty row. + row.PageResIt()->row()->row->set_para(NULL); + row_infos.push_back(RowInfo()); + RowInfo &ri = row_infos.back(); + InitializeRowInfo(after_text_recognition, row, &ri); + } while (!row.IsAtFinalElement(RIL_BLOCK, RIL_TEXTLINE) && + row.Next(RIL_TEXTLINE)); + + // If we're called before text recognition, we might not have + // tight block bounding boxes, so trim by the minimum on each side. + if (!row_infos.empty()) { + int min_lmargin = row_infos[0].pix_ldistance; + int min_rmargin = row_infos[0].pix_rdistance; + for (int i = 1; i < row_infos.size(); i++) { + if (row_infos[i].pix_ldistance < min_lmargin) + min_lmargin = row_infos[i].pix_ldistance; + if (row_infos[i].pix_rdistance < min_rmargin) + min_rmargin = row_infos[i].pix_rdistance; + } + if (min_lmargin > 0 || min_rmargin > 0) { + for (int i = 0; i < row_infos.size(); i++) { + row_infos[i].pix_ldistance -= min_lmargin; + row_infos[i].pix_rdistance -= min_rmargin; + } + } + } + + // Run the paragraph detection algorithm. + GenericVector row_owners; + GenericVector the_paragraphs; + if (!is_image_block) { + DetectParagraphs(debug_level, &row_infos, &row_owners, block->para_list(), + models); + } + else { + row_owners.init_to_size(row_infos.size(), NULL); + CanonicalizeDetectionResults(&row_owners, block->para_list()); + } + + // Now stitch in the row_owners into the rows. + row = *block_start; + for (int i = 0; i < row_owners.size(); i++) { + while (!row.PageResIt()->row()) + row.Next(RIL_TEXTLINE); + row.PageResIt()->row()->row->set_para(row_owners[i]); + row.Next(RIL_TEXTLINE); + } + } + +} // namespace diff --git a/3rdparty/hgOCR/include/ccmain/paragraphs.h b/3rdparty/hgOCR/include/ccmain/paragraphs.h new file mode 100644 index 00000000..f022b731 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/paragraphs.h @@ -0,0 +1,108 @@ +/********************************************************************** + * File: paragraphs.h + * Description: Paragraph Detection data structures. + * Author: David Eger + * Created: 25 February 2011 + * + * (C) Copyright 2011, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCMAIN_PARAGRAPHS_H_ +#define TESSERACT_CCMAIN_PARAGRAPHS_H_ + +#include "rect.h" +#include "ocrpara.h" +#include "genericvector.h" +#include "strngs.h" + + +class WERD; +class UNICHARSET; + +namespace tesseract { + + class MutableIterator; + + // This structure captures all information needed about a text line for the + // purposes of paragraph detection. It is meant to be exceedingly light-weight + // so that we can easily test paragraph detection independent of the rest of + // Tesseract. + class RowInfo { + public: + // Constant data derived from Tesseract output. + STRING text; // the full UTF-8 text of the line. + bool ltr; // whether the majority of the text is left-to-right + // TODO(eger) make this more fine-grained. + + bool has_leaders; // does the line contain leader dots (.....)? + bool has_drop_cap; // does the line have a drop cap? + int pix_ldistance; // distance to the left pblock boundary in pixels + int pix_rdistance; // distance to the right pblock boundary in pixels + float pix_xheight; // guessed xheight for the line + int average_interword_space; // average space between words in pixels. + + int num_words; + TBOX lword_box; // in normalized (horiz text rows) space + TBOX rword_box; // in normalized (horiz text rows) space + + STRING lword_text; // the UTF-8 text of the leftmost werd + STRING rword_text; // the UTF-8 text of the rightmost werd + + // The text of a paragraph typically starts with the start of an idea and + // ends with the end of an idea. Here we define paragraph as something that + // may have a first line indent and a body indent which may be different. + // Typical words that start an idea are: + // 1. Words in western scripts that start with + // a capital letter, for example "The" + // 2. Bulleted or numbered list items, for + // example "2." + // Typical words which end an idea are words ending in punctuation marks. In + // this vocabulary, each list item is represented as a paragraph. + bool lword_indicates_list_item; + bool lword_likely_starts_idea; + bool lword_likely_ends_idea; + + bool rword_indicates_list_item; + bool rword_likely_starts_idea; + bool rword_likely_ends_idea; + }; + + // Main entry point for Paragraph Detection Algorithm. + // + // Given a set of equally spaced textlines (described by row_infos), + // Split them into paragraphs. See http://goto/paragraphstalk + // + // Output: + // row_owners - one pointer for each row, to the paragraph it belongs to. + // paragraphs - this is the actual list of PARA objects. + // models - the list of paragraph models referenced by the PARA objects. + // caller is responsible for deleting the models. + void DetectParagraphs(int debug_level, + GenericVector *row_infos, + GenericVector *row_owners, + PARA_LIST *paragraphs, + GenericVector *models); + + // Given a MutableIterator to the start of a block, run DetectParagraphs on + // that block and commit the results to the underlying ROW and BLOCK structs, + // saving the ParagraphModels in models. Caller owns the models. + // We use unicharset during the function to answer questions such as "is the + // first letter of this word upper case?" + void DetectParagraphs(int debug_level, + bool after_text_recognition, + const MutableIterator *block_start, + GenericVector *models); + +} // namespace + +#endif // TESSERACT_CCMAIN_PARAGRAPHS_H_ diff --git a/3rdparty/hgOCR/include/ccmain/paragraphs_internal.h b/3rdparty/hgOCR/include/ccmain/paragraphs_internal.h new file mode 100644 index 00000000..83db2e2b --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/paragraphs_internal.h @@ -0,0 +1,312 @@ +/********************************************************************** + * File: paragraphs.h + * Description: Paragraph Detection internal data structures. + * Author: David Eger + * Created: 11 March 2011 + * + * (C) Copyright 2011, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCMAIN_PARAGRAPHS_INTERNAL_H_ +#define TESSERACT_CCMAIN_PARAGRAPHS_INTERNAL_H_ + +#include "paragraphs.h" +#ifdef _MSC_VER +#include +#else +#include "strings.h" +#endif + + // NO CODE OUTSIDE OF paragraphs.cpp AND TESTS SHOULD NEED TO ACCESS + // DATA STRUCTURES OR FUNCTIONS IN THIS FILE. + +class WERD_CHOICE; + +namespace tesseract { + + // Return whether the given word is likely to be a list item start word. + bool AsciiLikelyListItem(const STRING &word); + + // Return the first Unicode Codepoint from werd[pos]. + int UnicodeFor(const UNICHARSET *u, const WERD_CHOICE *werd, int pos); + + // Set right word attributes given either a unicharset and werd or a utf8 + // string. + void RightWordAttributes(const UNICHARSET *unicharset, const WERD_CHOICE *werd, + const STRING &utf8, + bool *is_list, bool *starts_idea, bool *ends_idea); + + // Set left word attributes given either a unicharset and werd or a utf8 string. + void LeftWordAttributes(const UNICHARSET *unicharset, const WERD_CHOICE *werd, + const STRING &utf8, + bool *is_list, bool *starts_idea, bool *ends_idea); + + enum LineType { + LT_START = 'S', // First line of a paragraph. + LT_BODY = 'C', // Continuation line of a paragraph. + LT_UNKNOWN = 'U', // No clues. + LT_MULTIPLE = 'M', // Matches for both LT_START and LT_BODY. + }; + + // The first paragraph in a page of body text is often un-indented. + // This is a typographic convention which is common to indicate either that: + // (1) The paragraph is the continuation of a previous paragraph, or + // (2) The paragraph is the first paragraph in a chapter. + // + // I refer to such paragraphs as "crown"s, and the output of the paragraph + // detection algorithm attempts to give them the same paragraph model as + // the rest of the body text. + // + // Nonetheless, while building hypotheses, it is useful to mark the lines + // of crown paragraphs temporarily as crowns, either aligned left or right. + extern const ParagraphModel *kCrownLeft; + extern const ParagraphModel *kCrownRight; + + inline bool StrongModel(const ParagraphModel *model) { + return model != NULL && model != kCrownLeft && model != kCrownRight; + } + + struct LineHypothesis { + LineHypothesis() : ty(LT_UNKNOWN), model(NULL) {} + LineHypothesis(LineType line_type, const ParagraphModel *m) + : ty(line_type), model(m) {} + LineHypothesis(const LineHypothesis &other) + : ty(other.ty), model(other.model) {} + + bool operator==(const LineHypothesis &other) const { + return ty == other.ty && model == other.model; + } + + LineType ty; + const ParagraphModel *model; + }; + + class ParagraphTheory; // Forward Declaration + + typedef GenericVectorEqEq SetOfModels; + + // Row Scratch Registers are data generated by the paragraph detection + // algorithm based on a RowInfo input. + class RowScratchRegisters { + public: + // We presume row will outlive us. + void Init(const RowInfo &row); + + LineType GetLineType() const; + + LineType GetLineType(const ParagraphModel *model) const; + + // Mark this as a start line type, sans model. This is useful for the + // initial marking of probable body lines or paragraph start lines. + void SetStartLine(); + + // Mark this as a body line type, sans model. This is useful for the + // initial marking of probably body lines or paragraph start lines. + void SetBodyLine(); + + // Record that this row fits as a paragraph start line in the given model, + void AddStartLine(const ParagraphModel *model); + // Record that this row fits as a paragraph body line in the given model, + void AddBodyLine(const ParagraphModel *model); + + // Clear all hypotheses about this line. + void SetUnknown() { hypotheses_.truncate(0); } + + // Append all hypotheses of strong models that match this row as a start. + void StartHypotheses(SetOfModels *models) const; + + // Append all hypotheses of strong models matching this row. + void StrongHypotheses(SetOfModels *models) const; + + // Append all hypotheses for this row. + void NonNullHypotheses(SetOfModels *models) const; + + // Discard any hypotheses whose model is not in the given list. + void DiscardNonMatchingHypotheses(const SetOfModels &models); + + // If we have only one hypothesis and that is that this line is a paragraph + // start line of a certain model, return that model. Else return NULL. + const ParagraphModel *UniqueStartHypothesis() const; + + // If we have only one hypothesis and that is that this line is a paragraph + // body line of a certain model, return that model. Else return NULL. + const ParagraphModel *UniqueBodyHypothesis() const; + + // Return the indentation for the side opposite of the aligned side. + int OffsideIndent(tesseract::ParagraphJustification just) const { + switch (just) { + case tesseract::JUSTIFICATION_RIGHT: return lindent_; + case tesseract::JUSTIFICATION_LEFT: return rindent_; + default: return lindent_ > rindent_ ? lindent_ : rindent_; + } + } + + // Return the indentation for the side the text is aligned to. + int AlignsideIndent(tesseract::ParagraphJustification just) const { + switch (just) { + case tesseract::JUSTIFICATION_RIGHT: return rindent_; + case tesseract::JUSTIFICATION_LEFT: return lindent_; + default: return lindent_ > rindent_ ? lindent_ : rindent_; + } + } + + // Append header fields to a vector of row headings. + static void AppendDebugHeaderFields(GenericVector *header); + + // Append data for this row to a vector of debug strings. + void AppendDebugInfo(const ParagraphTheory &theory, + GenericVector *dbg) const; + + const RowInfo *ri_; + + // These four constants form a horizontal box model for the white space + // on the edges of each line. At each point in the algorithm, the following + // shall hold: + // ri_->pix_ldistance = lmargin_ + lindent_ + // ri_->pix_rdistance = rindent_ + rmargin_ + int lmargin_; + int lindent_; + int rindent_; + int rmargin_; + + private: + // Hypotheses of either LT_START or LT_BODY + GenericVectorEqEq hypotheses_; + }; + + // A collection of convenience functions for wrapping the set of + // Paragraph Models we believe correctly model the paragraphs in the image. + class ParagraphTheory { + public: + // We presume models will outlive us, and that models will take ownership + // of any ParagraphModel *'s we add. + explicit ParagraphTheory(GenericVector *models) + : models_(models) {} + GenericVector &models() { return *models_; } + const GenericVector &models() const { return *models_; } + + // Return an existing model if one that is Comparable() can be found. + // Else, allocate a new copy of model to save and return a pointer to it. + const ParagraphModel *AddModel(const ParagraphModel &model); + + // Discard any models we've made that are not in the list of used models. + void DiscardUnusedModels(const SetOfModels &used_models); + + // Return the set of all non-centered models. + void NonCenteredModels(SetOfModels *models); + + // If any of the non-centered paragraph models we know about fit + // rows[start, end), return it. Else NULL. + const ParagraphModel *Fits(const GenericVector *rows, + int start, int end) const; + + int IndexOf(const ParagraphModel *model) const; + + private: + GenericVector *models_; + GenericVectorEqEq models_we_added_; + }; + + bool ValidFirstLine(const GenericVector *rows, + int row, const ParagraphModel *model); + bool ValidBodyLine(const GenericVector *rows, + int row, const ParagraphModel *model); + bool CrownCompatible(const GenericVector *rows, + int a, int b, const ParagraphModel *model); + + // A class for smearing Paragraph Model hypotheses to surrounding rows. + // The idea here is that StrongEvidenceClassify first marks only exceedingly + // obvious start and body rows and constructs models of them. Thereafter, + // we may have left over unmarked lines (mostly end-of-paragraph lines) which + // were too short to have much confidence about, but which fit the models we've + // constructed perfectly and which we ought to mark. This class is used to + // "smear" our models over the text. + class ParagraphModelSmearer { + public: + ParagraphModelSmearer(GenericVector *rows, + int row_start, int row_end, + ParagraphTheory *theory); + + // Smear forward paragraph models from existing row markings to subsequent + // text lines if they fit, and mark any thereafter still unmodeled rows + // with any model in the theory that fits them. + void Smear(); + + private: + // Record in open_models_ for rows [start_row, end_row) the list of models + // currently open at each row. + // A model is still open in a row if some previous row has said model as a + // start hypothesis, and all rows since (including this row) would fit as + // either a body or start line in that model. + void CalculateOpenModels(int row_start, int row_end); + + SetOfModels &OpenModels(int row) { + return open_models_[row - row_start_ + 1]; + } + + ParagraphTheory *theory_; + GenericVector *rows_; + int row_start_; + int row_end_; + + // open_models_ corresponds to rows[start_row_ - 1, end_row_] + // + // open_models_: Contains models which there was an active (open) paragraph + // as of the previous line and for which the left and right + // indents admit the possibility that this text line continues + // to fit the same model. + // TODO(eger): Think about whether we can get rid of "Open" models and just + // use the current hypotheses on RowScratchRegisters. + GenericVector open_models_; + }; + + // Clear all hypotheses about lines [start, end) and reset the margins to the + // percentile (0..100) value of the left and right row edges for this run of + // rows. + void RecomputeMarginsAndClearHypotheses( + GenericVector *rows, int start, int end, + int percentile); + + // Return the median inter-word space in rows[row_start, row_end). + int InterwordSpace(const GenericVector &rows, + int row_start, int row_end); + + // Return whether the first word on the after line can fit in the space at + // the end of the before line (knowing which way the text is aligned and read). + bool FirstWordWouldHaveFit(const RowScratchRegisters &before, + const RowScratchRegisters &after, + tesseract::ParagraphJustification justification); + + // Return whether the first word on the after line can fit in the space at + // the end of the before line (not knowing the text alignment). + bool FirstWordWouldHaveFit(const RowScratchRegisters &before, + const RowScratchRegisters &after); + + // Do rows[start, end) form a single instance of the given paragraph model? + bool RowsFitModel(const GenericVector *rows, + int start, int end, const ParagraphModel *model); + + // Do the text and geometry of two rows support a paragraph break between them? + bool LikelyParagraphStart(const RowScratchRegisters &before, + const RowScratchRegisters &after, + tesseract::ParagraphJustification j); + + // Given a set of row_owners pointing to PARAs or NULL (no paragraph known), + // normalize each row_owner to point to an actual PARA, and output the + // paragraphs in order onto paragraphs. + void CanonicalizeDetectionResults( + GenericVector *row_owners, + PARA_LIST *paragraphs); + +} // namespace +#endif // TESSERACT_CCMAIN_PARAGRAPHS_INTERNAL_H_ diff --git a/3rdparty/hgOCR/include/ccmain/paramsd.cpp b/3rdparty/hgOCR/include/ccmain/paramsd.cpp new file mode 100644 index 00000000..90d6bb9c --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/paramsd.cpp @@ -0,0 +1,370 @@ +/////////////////////////////////////////////////////////////////////// +// File: paramsd.cpp +// Description: Tesseract parameter Editor +// Author: Joern Wanke +// Created: Wed Jul 18 10:05:01 PDT 2007 +// +// (C) Copyright 2007, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// +// +// The parameters editor is used to edit all the parameters used within +// tesseract from the ui. +#ifdef _WIN32 +#else +#include +#include +#endif + +#include + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#ifndef GRAPHICS_DISABLED +#include "paramsd.h" + + +#include "params.h" +#include "scrollview.h" +#include "svmnode.h" + + +#define VARDIR "configs/" /*parameters files */ +#define MAX_ITEMS_IN_SUBMENU 30 + +// The following variables should remain static globals, since they +// are used by debug editor, which uses a single Tesseract instance. +// +// Contains the mappings from unique VC ids to their actual pointers. +static std::map vcMap; +static int nrParams = 0; +static int writeCommands[2]; + +ELISTIZE(ParamContent) + +// Constructors for the various ParamTypes. +ParamContent::ParamContent(tesseract::StringParam* it) { + my_id_ = nrParams; + nrParams++; + param_type_ = VT_STRING; + sIt = it; + vcMap[my_id_] = this; +} +// Constructors for the various ParamTypes. +ParamContent::ParamContent(tesseract::IntParam* it) { + my_id_ = nrParams; + nrParams++; + param_type_ = VT_INTEGER; + iIt = it; + vcMap[my_id_] = this; +} +// Constructors for the various ParamTypes. +ParamContent::ParamContent(tesseract::BoolParam* it) { + my_id_ = nrParams; + nrParams++; + param_type_ = VT_BOOLEAN; + bIt = it; + vcMap[my_id_] = this; +} +// Constructors for the various ParamTypes. +ParamContent::ParamContent(tesseract::DoubleParam* it) { + my_id_ = nrParams; + nrParams++; + param_type_ = VT_DOUBLE; + dIt = it; + vcMap[my_id_] = this; +} + +// Gets a VC object identified by its ID. +ParamContent* ParamContent::GetParamContentById(int id) { + return vcMap[id]; +} + +// Copy the first N words from the source string to the target string. +// Words are delimited by "_". +void ParamsEditor::GetFirstWords( + const char *s, // source string + int n, // number of words + char *t // target string +) { + int full_length = strlen(s); + int reqd_len = 0; // No. of chars requird + const char *next_word = s; + + while ((n > 0) && reqd_len < full_length) { + reqd_len += strcspn(next_word, "_") + 1; + next_word += reqd_len; + n--; + } + strncpy(t, s, reqd_len); + t[reqd_len] = '\0'; // ensure null terminal +} + +// Getter for the name. +const char* ParamContent::GetName() const { + if (param_type_ == VT_INTEGER) { return iIt->name_str(); } + else if (param_type_ == VT_BOOLEAN) { return bIt->name_str(); } + else if (param_type_ == VT_DOUBLE) { return dIt->name_str(); } + else if (param_type_ == VT_STRING) { return sIt->name_str(); } + else + return "ERROR: ParamContent::GetName()"; +} + +// Getter for the description. +const char* ParamContent::GetDescription() const { + if (param_type_ == VT_INTEGER) { return iIt->info_str(); } + else if (param_type_ == VT_BOOLEAN) { return bIt->info_str(); } + else if (param_type_ == VT_DOUBLE) { return dIt->info_str(); } + else if (param_type_ == VT_STRING) { return sIt->info_str(); } + else return NULL; +} + +// Getter for the value. +STRING ParamContent::GetValue() const { + STRING result; + if (param_type_ == VT_INTEGER) { + result.add_str_int("", *iIt); + } + else if (param_type_ == VT_BOOLEAN) { + result.add_str_int("", *bIt); + } + else if (param_type_ == VT_DOUBLE) { + result.add_str_double("", *dIt); + } + else if (param_type_ == VT_STRING) { + if (((STRING) * (sIt)).string() != NULL) { + result = sIt->string(); + } + else { + result = "Null"; + } + } + return result; +} + +// Setter for the value. +void ParamContent::SetValue(const char* val) { + // TODO (wanke) Test if the values actually are properly converted. + // (Quickly visible impacts?) + changed_ = TRUE; + if (param_type_ == VT_INTEGER) { + iIt->set_value(atoi(val)); + } + else if (param_type_ == VT_BOOLEAN) { + bIt->set_value(atoi(val)); + } + else if (param_type_ == VT_DOUBLE) { + dIt->set_value(strtod(val, NULL)); + } + else if (param_type_ == VT_STRING) { + sIt->set_value(val); + } +} + +// Gets the up to the first 3 prefixes from s (split by _). +// For example, tesseract_foo_bar will be split into tesseract,foo and bar. +void ParamsEditor::GetPrefixes(const char* s, STRING* level_one, + STRING* level_two, + STRING* level_three) { + char* p = new char[1024]; + GetFirstWords(s, 1, p); + *level_one = p; + GetFirstWords(s, 2, p); + *level_two = p; + GetFirstWords(s, 3, p); + *level_three = p; + delete[] p; +} + +// Compare two VC objects by their name. +int ParamContent::Compare(const void* v1, const void* v2) { + const ParamContent* one = + *reinterpret_cast(v1); + const ParamContent* two = + *reinterpret_cast(v2); + return strcmp(one->GetName(), two->GetName()); +} + +// Find all editable parameters used within tesseract and create a +// SVMenuNode tree from it. +// TODO (wanke): This is actually sort of hackish. +SVMenuNode* ParamsEditor::BuildListOfAllLeaves(tesseract::Tesseract *tess) { + SVMenuNode* mr = new SVMenuNode(); + ParamContent_LIST vclist; + ParamContent_IT vc_it(&vclist); + // Amount counts the number of entries for a specific char*. + // TODO(rays) get rid of the use of std::map. + std::map amount; + + // Add all parameters to a list. + int v, i; + int num_iterations = (tess->params() == NULL) ? 1 : 2; + for (v = 0; v < num_iterations; ++v) { + tesseract::ParamsVectors *vec = (v == 0) ? GlobalParams() : tess->params(); + for (i = 0; i < vec->int_params.size(); ++i) { + vc_it.add_after_then_move(new ParamContent(vec->int_params[i])); + } + for (i = 0; i < vec->bool_params.size(); ++i) { + vc_it.add_after_then_move(new ParamContent(vec->bool_params[i])); + } + for (i = 0; i < vec->string_params.size(); ++i) { + vc_it.add_after_then_move(new ParamContent(vec->string_params[i])); + } + for (i = 0; i < vec->double_params.size(); ++i) { + vc_it.add_after_then_move(new ParamContent(vec->double_params[i])); + } + } + + // Count the # of entries starting with a specific prefix. + for (vc_it.mark_cycle_pt(); !vc_it.cycled_list(); vc_it.forward()) { + ParamContent* vc = vc_it.data(); + STRING tag; + STRING tag2; + STRING tag3; + + GetPrefixes(vc->GetName(), &tag, &tag2, &tag3); + amount[tag.string()]++; + amount[tag2.string()]++; + amount[tag3.string()]++; + } + + vclist.sort(ParamContent::Compare); // Sort the list alphabetically. + + SVMenuNode* other = mr->AddChild("OTHER"); + + // go through the list again and this time create the menu structure. + vc_it.move_to_first(); + for (vc_it.mark_cycle_pt(); !vc_it.cycled_list(); vc_it.forward()) { + ParamContent* vc = vc_it.data(); + STRING tag; + STRING tag2; + STRING tag3; + GetPrefixes(vc->GetName(), &tag, &tag2, &tag3); + + if (amount[tag.string()] == 1) { + other->AddChild(vc->GetName(), vc->GetId(), vc->GetValue().string(), + vc->GetDescription()); + } + else { // More than one would use this submenu -> create submenu. + SVMenuNode* sv = mr->AddChild(tag.string()); + if ((amount[tag.string()] <= MAX_ITEMS_IN_SUBMENU) || + (amount[tag2.string()] <= 1)) { + sv->AddChild(vc->GetName(), vc->GetId(), + vc->GetValue().string(), vc->GetDescription()); + } + else { // Make subsubmenus. + SVMenuNode* sv2 = sv->AddChild(tag2.string()); + sv2->AddChild(vc->GetName(), vc->GetId(), + vc->GetValue().string(), vc->GetDescription()); + } + } + } + return mr; +} + +// Event listener. Waits for SVET_POPUP events and processes them. +void ParamsEditor::Notify(const SVEvent* sve) { + if (sve->type == SVET_POPUP) { // only catch SVET_POPUP! + char* param = sve->parameter; + if (sve->command_id == writeCommands[0]) { + WriteParams(param, false); + } + else if (sve->command_id == writeCommands[1]) { + WriteParams(param, true); + } + else { + ParamContent* vc = ParamContent::GetParamContentById( + sve->command_id); + vc->SetValue(param); + sv_window_->AddMessage("Setting %s to %s", + vc->GetName(), vc->GetValue().string()); + } + } +} + +// Integrate the parameters editor as popupmenu into the existing scrollview +// window (usually the pg editor). If sv == null, create a new empty +// empty window and attach the parameters editor to that window (ugly). +ParamsEditor::ParamsEditor(tesseract::Tesseract* tess, + ScrollView* sv) { + if (sv == NULL) { + const char* name = "ParamEditorMAIN"; + sv = new ScrollView(name, 1, 1, 200, 200, 300, 200); + } + + sv_window_ = sv; + + //Only one event handler per window. + //sv->AddEventHandler((SVEventHandler*) this); + + SVMenuNode* svMenuRoot = BuildListOfAllLeaves(tess); + + STRING paramfile; + paramfile = tess->datadir; + paramfile += VARDIR; // parameters dir + paramfile += "edited"; // actual name + + SVMenuNode* std_menu = svMenuRoot->AddChild("Build Config File"); + + writeCommands[0] = nrParams + 1; + std_menu->AddChild("All Parameters", writeCommands[0], + paramfile.string(), "Config file name?"); + + writeCommands[1] = nrParams + 2; + std_menu->AddChild("changed_ Parameters Only", writeCommands[1], + paramfile.string(), "Config file name?"); + + svMenuRoot->BuildMenu(sv, false); +} + + +// Write all (changed_) parameters to a config file. +void ParamsEditor::WriteParams(char *filename, + bool changes_only) { + FILE *fp; // input file + char msg_str[255]; + // if file exists + if ((fp = fopen(filename, "rb")) != NULL) { + fclose(fp); + sprintf(msg_str, "Overwrite file " "%s" "? (Y/N)", filename); + int a = sv_window_->ShowYesNoDialog(msg_str); + if (a == 'n') { + return; + } // don't write + } + + + fp = fopen(filename, "wb"); // can we write to it? + if (fp == NULL) { + sv_window_->AddMessage( + "Can't write to file " + "%s" + "", + filename); + return; + } + + for (std::map::iterator iter = vcMap.begin(); + iter != vcMap.end(); + ++iter) { + ParamContent* cur = iter->second; + if (!changes_only || cur->HasChanged()) { + fprintf(fp, "%-25s %-12s # %s\n", + cur->GetName(), cur->GetValue().string(), cur->GetDescription()); + } + } + fclose(fp); +} +#endif diff --git a/3rdparty/hgOCR/include/ccmain/paramsd.h b/3rdparty/hgOCR/include/ccmain/paramsd.h new file mode 100644 index 00000000..1fb23473 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/paramsd.h @@ -0,0 +1,126 @@ +/////////////////////////////////////////////////////////////////////// +// File: paramsd.cpp +// Description: Tesseract parameter editor +// Author: Joern Wanke +// Created: Wed Jul 18 10:05:01 PDT 2007 +// +// (C) Copyright 2007, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// +// +// Tesseract parameter editor is used to edit all the parameters used +// within tesseract from the ui. +#ifndef GRAPHICS_DISABLED +#ifndef VARABLED_H +#define VARABLED_H + +#include "elst.h" +#ifndef NO_CUBE_BUILD +#include "scrollview.h" +#endif +#include "params.h" +#include "tesseractclass.h" + +class SVMenuNode; + +// A list of all possible parameter types used. +enum ParamType { + VT_INTEGER, + VT_BOOLEAN, + VT_STRING, + VT_DOUBLE +}; + +// A rather hackish helper structure which can take any kind of parameter input +// (defined by ParamType) and do a couple of common operations on them, like +// comparisond or getting its value. It is used in the context of the +// ParamsEditor as a bridge from the internal tesseract parameters to the +// ones displayed by the ScrollView server. +class ParamContent : public ELIST_LINK { +public: + // Compare two VC objects by their name. + static int Compare(const void* v1, const void* v2); + + // Gets a VC object identified by its ID. + static ParamContent* GetParamContentById(int id); + + // Constructors for the various ParamTypes. + ParamContent() { + } + explicit ParamContent(tesseract::StringParam* it); + explicit ParamContent(tesseract::IntParam* it); + explicit ParamContent(tesseract::BoolParam* it); + explicit ParamContent(tesseract::DoubleParam* it); + + + // Getters and Setters. + void SetValue(const char* val); + STRING GetValue() const; + const char* GetName() const; + const char* GetDescription() const; + + int GetId() { return my_id_; } + bool HasChanged() { return changed_; } + +private: + // The unique ID of this VC object. + int my_id_; + // Whether the parameter was changed_ and thus needs to be rewritten. + bool changed_; + // The actual ParamType of this VC object. + ParamType param_type_; + + tesseract::StringParam* sIt; + tesseract::IntParam* iIt; + tesseract::BoolParam* bIt; + tesseract::DoubleParam* dIt; +}; + +ELISTIZEH(ParamContent) + +// The parameters editor enables the user to edit all the parameters used within +// tesseract. It can be invoked on its own, but is supposed to be invoked by +// the program editor. +class ParamsEditor : public SVEventHandler { +public: + // Integrate the parameters editor as popupmenu into the existing scrollview + // window (usually the pg editor). If sv == null, create a new empty + // empty window and attach the parameter editor to that window (ugly). + explicit ParamsEditor(tesseract::Tesseract*, ScrollView* sv = NULL); + + // Event listener. Waits for SVET_POPUP events and processes them. + void Notify(const SVEvent* sve); + +private: + // Gets the up to the first 3 prefixes from s (split by _). + // For example, tesseract_foo_bar will be split into tesseract,foo and bar. + void GetPrefixes(const char* s, STRING* level_one, + STRING* level_two, STRING* level_three); + + // Gets the first n words (split by _) and puts them in t. + // For example, tesseract_foo_bar with N=2 will yield tesseract_foo_. + void GetFirstWords(const char *s, // source string + int n, // number of words + char *t); // target string + +// Find all editable parameters used within tesseract and create a +// SVMenuNode tree from it. + SVMenuNode *BuildListOfAllLeaves(tesseract::Tesseract *tess); + + // Write all (changed_) parameters to a config file. + void WriteParams(char* filename, bool changes_only); + + ScrollView* sv_window_; +}; + +#endif +#endif diff --git a/3rdparty/hgOCR/include/ccmain/pgedit.cpp b/3rdparty/hgOCR/include/ccmain/pgedit.cpp new file mode 100644 index 00000000..79ab21f3 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/pgedit.cpp @@ -0,0 +1,1005 @@ +/********************************************************************** + * File: pgedit.cpp (Formerly pgeditor.c) + * Description: Page structure file editor + * Author: Phil Cheatle + * Created: Thu Oct 10 16:25:24 BST 1991 + * + *(C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0(the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http:// www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#endif + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "pgedit.h" + +#include +#include + +#include "blread.h" +#include "control.h" +#include "paramsd.h" +#include "pageres.h" +#include "tordmain.h" +#include "scrollview.h" +#include "svmnode.h" +#include "statistc.h" +#include "tesseractclass.h" +#include "werdit.h" + +#ifndef GRAPHICS_DISABLED +#define ASC_HEIGHT (2 * kBlnBaselineOffset + kBlnXHeight) +#define X_HEIGHT (kBlnBaselineOffset + kBlnXHeight) +#define BL_HEIGHT kBlnBaselineOffset +#define DESC_HEIGHT 0 +#define MAXSPACING 128 /*max expected spacing in pix */ + +const ERRCODE EMPTYBLOCKLIST = "No blocks to edit"; + +enum CMD_EVENTS +{ + NULL_CMD_EVENT, + CHANGE_DISP_CMD_EVENT, + DUMP_WERD_CMD_EVENT, + SHOW_POINT_CMD_EVENT, + SHOW_BLN_WERD_CMD_EVENT, + DEBUG_WERD_CMD_EVENT, + BLAMER_CMD_EVENT, + BOUNDING_BOX_CMD_EVENT, + CORRECT_TEXT_CMD_EVENT, + POLYGONAL_CMD_EVENT, + BL_NORM_CMD_EVENT, + BITMAP_CMD_EVENT, + IMAGE_CMD_EVENT, + BLOCKS_CMD_EVENT, + BASELINES_CMD_EVENT, + UNIFORM_DISP_CMD_EVENT, + REFRESH_CMD_EVENT, + QUIT_CMD_EVENT, + RECOG_WERDS, + RECOG_PSEUDO, + SHOW_BLOB_FEATURES, + SHOW_SUBSCRIPT_CMD_EVENT, + SHOW_SUPERSCRIPT_CMD_EVENT, + SHOW_ITALIC_CMD_EVENT, + SHOW_BOLD_CMD_EVENT, + SHOW_UNDERLINE_CMD_EVENT, + SHOW_FIXEDPITCH_CMD_EVENT, + SHOW_SERIF_CMD_EVENT, + SHOW_SMALLCAPS_CMD_EVENT, + SHOW_DROPCAPS_CMD_EVENT, +}; + +enum ColorationMode { + CM_RAINBOW, + CM_SUBSCRIPT, + CM_SUPERSCRIPT, + CM_ITALIC, + CM_BOLD, + CM_UNDERLINE, + CM_FIXEDPITCH, + CM_SERIF, + CM_SMALLCAPS, + CM_DROPCAPS +}; + +/* + * + * Some global data + * + */ + +ScrollView* image_win; +ParamsEditor* pe; +bool stillRunning = false; + +#ifdef __UNIX__ +FILE *debug_window = NULL; // opened on demand +#endif +ScrollView* bln_word_window = NULL; // baseline norm words + +CMD_EVENTS mode = CHANGE_DISP_CMD_EVENT; // selected words op + +bool recog_done = false; // recog_all_words was called + +// These variables should remain global, since they are only used for the +// debug mode (in which only a single Tesseract thread/instance will be exist). +BITS16 word_display_mode; +static ColorationMode color_mode = CM_RAINBOW; +BOOL8 display_image = FALSE; +BOOL8 display_blocks = FALSE; +BOOL8 display_baselines = FALSE; + +PAGE_RES *current_page_res = NULL; + +STRING_VAR(editor_image_win_name, "EditorImage", + "Editor image window name"); +INT_VAR(editor_image_xpos, 590, "Editor image X Pos"); +INT_VAR(editor_image_ypos, 10, "Editor image Y Pos"); +INT_VAR(editor_image_menuheight, 50, "Add to image height for menu bar"); +INT_VAR(editor_image_word_bb_color, ScrollView::BLUE, + "Word bounding box colour"); +INT_VAR(editor_image_blob_bb_color, ScrollView::YELLOW, + "Blob bounding box colour"); +INT_VAR(editor_image_text_color, ScrollView::WHITE, + "Correct text colour"); + +STRING_VAR(editor_dbwin_name, "EditorDBWin", + "Editor debug window name"); +INT_VAR(editor_dbwin_xpos, 50, "Editor debug window X Pos"); +INT_VAR(editor_dbwin_ypos, 500, "Editor debug window Y Pos"); +INT_VAR(editor_dbwin_height, 24, "Editor debug window height"); +INT_VAR(editor_dbwin_width, 80, "Editor debug window width"); + +STRING_VAR(editor_word_name, "BlnWords", "BL normalized word window"); +INT_VAR(editor_word_xpos, 60, "Word window X Pos"); +INT_VAR(editor_word_ypos, 510, "Word window Y Pos"); +INT_VAR(editor_word_height, 240, "Word window height"); +INT_VAR(editor_word_width, 655, "Word window width"); + +STRING_VAR(editor_debug_config_file, "", "Config file to apply to single words"); + +class BlnEventHandler : public SVEventHandler { +public: + void Notify(const SVEvent* sv_event) { + if (sv_event->type == SVET_DESTROY) + bln_word_window = NULL; + else if (sv_event->type == SVET_CLICK) + show_point(current_page_res, sv_event->x, sv_event->y); + } +}; + +/** + * bln_word_window_handle() + * + * @return a WINDOW for the word window, creating it if necessary + */ +ScrollView* bln_word_window_handle() { // return handle + // not opened yet + if (bln_word_window == NULL) { + pgeditor_msg("Creating BLN word window..."); + bln_word_window = new ScrollView(editor_word_name.string(), + editor_word_xpos, editor_word_ypos, editor_word_width, + editor_word_height, 4000, 4000, true); + BlnEventHandler* a = new BlnEventHandler(); + bln_word_window->AddEventHandler(a); + pgeditor_msg("Creating BLN word window...Done"); + } + return bln_word_window; +} + +/** + * build_image_window() + * + * Destroy the existing image window if there is one. Work out how big the + * new window needs to be. Create it and re-display. + */ + +void build_image_window(int width, int height) { + delete image_win; + image_win = new ScrollView(editor_image_win_name.string(), + editor_image_xpos, editor_image_ypos, + width + 1, + height + editor_image_menuheight + 1, + width, + height, + true); +} + +/** + * display_bln_lines() + * + * Display normalized baseline, x-height, ascender limit and descender limit + */ + +void display_bln_lines(ScrollView* window, + ScrollView::Color colour, + float scale_factor, + float y_offset, + float minx, + float maxx) { + window->Pen(colour); + window->Line(minx, y_offset + scale_factor * DESC_HEIGHT, + maxx, y_offset + scale_factor * DESC_HEIGHT); + window->Line(minx, y_offset + scale_factor * BL_HEIGHT, + maxx, y_offset + scale_factor * BL_HEIGHT); + window->Line(minx, y_offset + scale_factor * X_HEIGHT, + maxx, y_offset + scale_factor * X_HEIGHT); + window->Line(minx, y_offset + scale_factor * ASC_HEIGHT, + maxx, y_offset + scale_factor * ASC_HEIGHT); +} + +/** + * notify() + * + * Event handler that processes incoming events, either forwarding + * them to process_cmd_win_event or process_image_event. + * + */ + +void PGEventHandler::Notify(const SVEvent* event) { + char myval = '0'; + if (event->type == SVET_POPUP) { + pe->Notify(event); + } // These are handled by ParamsEditor + else if (event->type == SVET_EXIT) { stillRunning = false; } + else if (event->type == SVET_MENU) { + if (strcmp(event->parameter, "true") == 0) { myval = 'T'; } + else if (strcmp(event->parameter, "false") == 0) { myval = 'F'; } + tess_->process_cmd_win_event(event->command_id, &myval); + } + else { + tess_->process_image_event(*event); + } +} + +/** + * build_menu() + * + * Construct the menu tree used by the command window + */ +namespace tesseract { + SVMenuNode *Tesseract::build_menu_new() { + SVMenuNode* parent_menu; + SVMenuNode* root_menu_item = new SVMenuNode(); + + SVMenuNode* modes_menu_item = root_menu_item->AddChild("MODES"); + + modes_menu_item->AddChild("Change Display", CHANGE_DISP_CMD_EVENT); + modes_menu_item->AddChild("Dump Word", DUMP_WERD_CMD_EVENT); + modes_menu_item->AddChild("Show Point", SHOW_POINT_CMD_EVENT); + modes_menu_item->AddChild("Show BL Norm Word", SHOW_BLN_WERD_CMD_EVENT); + modes_menu_item->AddChild("Config Words", DEBUG_WERD_CMD_EVENT); + modes_menu_item->AddChild("Recog Words", RECOG_WERDS); + modes_menu_item->AddChild("Recog Blobs", RECOG_PSEUDO); + modes_menu_item->AddChild("Show Blob Features", SHOW_BLOB_FEATURES); + + parent_menu = root_menu_item->AddChild("DISPLAY"); + + parent_menu->AddChild("Blamer", BLAMER_CMD_EVENT, FALSE); + parent_menu->AddChild("Bounding Boxes", BOUNDING_BOX_CMD_EVENT, FALSE); + parent_menu->AddChild("Correct Text", CORRECT_TEXT_CMD_EVENT, FALSE); + parent_menu->AddChild("Polygonal Approx", POLYGONAL_CMD_EVENT, FALSE); + parent_menu->AddChild("Baseline Normalized", BL_NORM_CMD_EVENT, FALSE); + parent_menu->AddChild("Edge Steps", BITMAP_CMD_EVENT, TRUE); + parent_menu->AddChild("Subscripts", SHOW_SUBSCRIPT_CMD_EVENT); + parent_menu->AddChild("Superscripts", SHOW_SUPERSCRIPT_CMD_EVENT); + parent_menu->AddChild("Italics", SHOW_ITALIC_CMD_EVENT); + parent_menu->AddChild("Bold", SHOW_BOLD_CMD_EVENT); + parent_menu->AddChild("Underline", SHOW_UNDERLINE_CMD_EVENT); + parent_menu->AddChild("FixedPitch", SHOW_FIXEDPITCH_CMD_EVENT); + parent_menu->AddChild("Serifs", SHOW_SERIF_CMD_EVENT); + parent_menu->AddChild("SmallCaps", SHOW_SMALLCAPS_CMD_EVENT); + parent_menu->AddChild("DropCaps", SHOW_DROPCAPS_CMD_EVENT); + + + parent_menu = root_menu_item->AddChild("OTHER"); + + parent_menu->AddChild("Quit", QUIT_CMD_EVENT); + parent_menu->AddChild("Show Image", IMAGE_CMD_EVENT, FALSE); + parent_menu->AddChild("ShowBlock Outlines", BLOCKS_CMD_EVENT, FALSE); + parent_menu->AddChild("Show Baselines", BASELINES_CMD_EVENT, FALSE); + parent_menu->AddChild("Uniform Display", UNIFORM_DISP_CMD_EVENT); + parent_menu->AddChild("Refresh Display", REFRESH_CMD_EVENT); + + return root_menu_item; + } + + /** + * do_re_display() + * + * Redisplay page + */ + void Tesseract::do_re_display( + BOOL8(tesseract::Tesseract::*word_painter)(PAGE_RES_IT* pr_it)) { + int block_count = 1; + + image_win->Clear(); + if (display_image != 0) { + image_win->Image(pix_binary_, 0, 0); + } + + image_win->Brush(ScrollView::NONE); + PAGE_RES_IT pr_it(current_page_res); + for (WERD_RES* word = pr_it.word(); word != NULL; word = pr_it.forward()) { + (this->*word_painter)(&pr_it); + if (display_baselines && pr_it.row() != pr_it.prev_row()) + pr_it.row()->row->plot_baseline(image_win, ScrollView::GREEN); + if (display_blocks && pr_it.block() != pr_it.prev_block()) + pr_it.block()->block->plot(image_win, block_count++, ScrollView::RED); + } + image_win->Update(); + } + + /** + * pgeditor_main() + * + * Top level editor operation: + * Setup a new window and an according event handler + * + */ + + void Tesseract::pgeditor_main(int width, int height, PAGE_RES *page_res) { + current_page_res = page_res; + if (current_page_res->block_res_list.empty()) + return; + + recog_done = false; + stillRunning = true; + + build_image_window(width, height); + word_display_mode.turn_on_bit(DF_EDGE_STEP); + do_re_display(&tesseract::Tesseract::word_set_display); +#ifndef GRAPHICS_DISABLED + pe = new ParamsEditor(this, image_win); +#endif + PGEventHandler pgEventHandler(this); + + image_win->AddEventHandler(&pgEventHandler); + image_win->AddMessageBox(); + + SVMenuNode* svMenuRoot = build_menu_new(); + + svMenuRoot->BuildMenu(image_win); + image_win->SetVisible(true); + + image_win->AwaitEvent(SVET_DESTROY); + image_win->AddEventHandler(NULL); + } +} // namespace tesseract + + +/** + * pgeditor_msg() + * + * Display a message - in the command window if there is one, or to stdout + */ + +void pgeditor_msg( // message display + const char *msg) { + image_win->AddMessage(msg); +} + +/** + * pgeditor_show_point() + * + * Display the coordinates of a point in the command window + */ + +void pgeditor_show_point( // display coords + SVEvent *event) { + image_win->AddMessage("Pointing at(%d, %d)", event->x, event->y); +} + +/** + * process_cmd_win_event() + * + * Process a command returned from the command window + * (Just call the appropriate command handler) + */ + +namespace tesseract { + BOOL8 Tesseract::process_cmd_win_event( // UI command semantics + inT32 cmd_event, // which menu item? + char *new_value // any prompt data + ) { + char msg[160]; + BOOL8 exit = FALSE; + + color_mode = CM_RAINBOW; + + // Run recognition on the full page if needed. + switch (cmd_event) { + case BLAMER_CMD_EVENT: + case SHOW_SUBSCRIPT_CMD_EVENT: + case SHOW_SUPERSCRIPT_CMD_EVENT: + case SHOW_ITALIC_CMD_EVENT: + case SHOW_BOLD_CMD_EVENT: + case SHOW_UNDERLINE_CMD_EVENT: + case SHOW_FIXEDPITCH_CMD_EVENT: + case SHOW_SERIF_CMD_EVENT: + case SHOW_SMALLCAPS_CMD_EVENT: + case SHOW_DROPCAPS_CMD_EVENT: + if (!recog_done) { + recog_all_words(current_page_res, NULL, NULL, NULL, 0); + recog_done = true; + } + break; + default: + break; + } + + switch (cmd_event) { + case NULL_CMD_EVENT: + break; + + case CHANGE_DISP_CMD_EVENT: + case DUMP_WERD_CMD_EVENT: + case SHOW_POINT_CMD_EVENT: + case SHOW_BLN_WERD_CMD_EVENT: + case RECOG_WERDS: + case RECOG_PSEUDO: + case SHOW_BLOB_FEATURES: + mode = (CMD_EVENTS)cmd_event; + break; + case DEBUG_WERD_CMD_EVENT: + mode = DEBUG_WERD_CMD_EVENT; + word_config_ = image_win->ShowInputDialog("Config File Name"); + break; + case BOUNDING_BOX_CMD_EVENT: + if (new_value[0] == 'T') + word_display_mode.turn_on_bit(DF_BOX); + else + word_display_mode.turn_off_bit(DF_BOX); + mode = CHANGE_DISP_CMD_EVENT; + break; + case BLAMER_CMD_EVENT: + if (new_value[0] == 'T') + word_display_mode.turn_on_bit(DF_BLAMER); + else + word_display_mode.turn_off_bit(DF_BLAMER); + do_re_display(&tesseract::Tesseract::word_display); + mode = CHANGE_DISP_CMD_EVENT; + break; + case CORRECT_TEXT_CMD_EVENT: + if (new_value[0] == 'T') + word_display_mode.turn_on_bit(DF_TEXT); + else + word_display_mode.turn_off_bit(DF_TEXT); + mode = CHANGE_DISP_CMD_EVENT; + break; + case POLYGONAL_CMD_EVENT: + if (new_value[0] == 'T') + word_display_mode.turn_on_bit(DF_POLYGONAL); + else + word_display_mode.turn_off_bit(DF_POLYGONAL); + mode = CHANGE_DISP_CMD_EVENT; + break; + case BL_NORM_CMD_EVENT: + if (new_value[0] == 'T') + word_display_mode.turn_on_bit(DF_BN_POLYGONAL); + else + word_display_mode.turn_off_bit(DF_BN_POLYGONAL); + mode = CHANGE_DISP_CMD_EVENT; + break; + case BITMAP_CMD_EVENT: + if (new_value[0] == 'T') + word_display_mode.turn_on_bit(DF_EDGE_STEP); + else + word_display_mode.turn_off_bit(DF_EDGE_STEP); + mode = CHANGE_DISP_CMD_EVENT; + break; + case UNIFORM_DISP_CMD_EVENT: + do_re_display(&tesseract::Tesseract::word_set_display); + break; + case IMAGE_CMD_EVENT: + display_image = (new_value[0] == 'T'); + do_re_display(&tesseract::Tesseract::word_display); + break; + case BLOCKS_CMD_EVENT: + display_blocks = (new_value[0] == 'T'); + do_re_display(&tesseract::Tesseract::word_display); + break; + case BASELINES_CMD_EVENT: + display_baselines = (new_value[0] == 'T'); + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_SUBSCRIPT_CMD_EVENT: + color_mode = CM_SUBSCRIPT; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_SUPERSCRIPT_CMD_EVENT: + color_mode = CM_SUPERSCRIPT; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_ITALIC_CMD_EVENT: + color_mode = CM_ITALIC; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_BOLD_CMD_EVENT: + color_mode = CM_BOLD; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_UNDERLINE_CMD_EVENT: + color_mode = CM_UNDERLINE; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_FIXEDPITCH_CMD_EVENT: + color_mode = CM_FIXEDPITCH; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_SERIF_CMD_EVENT: + color_mode = CM_SERIF; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_SMALLCAPS_CMD_EVENT: + color_mode = CM_SMALLCAPS; + do_re_display(&tesseract::Tesseract::word_display); + break; + case SHOW_DROPCAPS_CMD_EVENT: + color_mode = CM_DROPCAPS; + do_re_display(&tesseract::Tesseract::word_display); + break; + case REFRESH_CMD_EVENT: + do_re_display(&tesseract::Tesseract::word_display); + break; + case QUIT_CMD_EVENT: + exit = TRUE; + ScrollView::Exit(); + break; + + default: + sprintf(msg, "Unrecognised event " INT32FORMAT "(%s)", + cmd_event, new_value); + image_win->AddMessage(msg); + break; + } + return exit; + } + + + /** + * process_image_event() + * + * User has done something in the image window - mouse down or up. Work out + * what it is and do something with it. + * If DOWN - just remember where it was. + * If UP - for each word in the selected area do the operation defined by + * the current mode. + */ + void Tesseract::process_image_event( // action in image win + const SVEvent &event) { + // The following variable should remain static, since it is used by + // debug editor, which uses a single Tesseract instance. + static ICOORD down; + ICOORD up; + TBOX selection_box; + char msg[80]; + + switch (event.type) { + + case SVET_SELECTION: + if (event.type == SVET_SELECTION) { + down.set_x(event.x + event.x_size); + down.set_y(event.y + event.y_size); + if (mode == SHOW_POINT_CMD_EVENT) + show_point(current_page_res, event.x, event.y); + } + + up.set_x(event.x); + up.set_y(event.y); + + selection_box = TBOX(down, up); + + switch (mode) { + case CHANGE_DISP_CMD_EVENT: + process_selected_words( + current_page_res, + selection_box, + &tesseract::Tesseract::word_blank_and_set_display); + break; + case DUMP_WERD_CMD_EVENT: + process_selected_words(current_page_res, + selection_box, + &tesseract::Tesseract::word_dumper); + break; + case SHOW_BLN_WERD_CMD_EVENT: + process_selected_words(current_page_res, + selection_box, + &tesseract::Tesseract::word_bln_display); + break; + case DEBUG_WERD_CMD_EVENT: + debug_word(current_page_res, selection_box); + break; + case SHOW_POINT_CMD_EVENT: + break; // ignore up event + + case RECOG_WERDS: + image_win->AddMessage("Recogging selected words"); + this->process_selected_words(current_page_res, + selection_box, + &Tesseract::recog_interactive); + break; + case RECOG_PSEUDO: + image_win->AddMessage("Recogging selected blobs"); + recog_pseudo_word(current_page_res, selection_box); + break; + case SHOW_BLOB_FEATURES: + blob_feature_display(current_page_res, selection_box); + break; + + default: + sprintf(msg, "Mode %d not yet implemented", mode); + image_win->AddMessage(msg); + break; + } + default: + break; + } + } + + /** + * debug_word + * + * Process the whole image, but load word_config_ for the selected word(s). + */ + void Tesseract::debug_word(PAGE_RES* page_res, const TBOX &selection_box) { + ResetAdaptiveClassifier(); + recog_all_words(page_res, NULL, &selection_box, word_config_.string(), 0); + } +} // namespace tesseract + + +/** + * show_point() + * + * Show coords of point, blob bounding box, word bounding box and offset from + * row baseline + */ + +void show_point(PAGE_RES* page_res, float x, float y) { + FCOORD pt(x, y); + PAGE_RES_IT pr_it(page_res); + + const int kBufsize = 512; + char msg[kBufsize]; + char *msg_ptr = msg; + + msg_ptr += sprintf(msg_ptr, "Pt:(%0.3f, %0.3f) ", x, y); + + for (WERD_RES* word = pr_it.word(); word != NULL; word = pr_it.forward()) { + if (pr_it.row() != pr_it.prev_row() && + pr_it.row()->row->bounding_box().contains(pt)) { + msg_ptr += sprintf(msg_ptr, "BL(x)=%0.3f ", + pr_it.row()->row->base_line(x)); + } + if (word->word->bounding_box().contains(pt)) { + TBOX box = word->word->bounding_box(); + msg_ptr += sprintf(msg_ptr, "Wd(%d, %d)/(%d, %d) ", + box.left(), box.bottom(), + box.right(), box.top()); + C_BLOB_IT cblob_it(word->word->cblob_list()); + for (cblob_it.mark_cycle_pt(); + !cblob_it.cycled_list(); + cblob_it.forward()) { + C_BLOB* cblob = cblob_it.data(); + box = cblob->bounding_box(); + if (box.contains(pt)) { + msg_ptr += sprintf(msg_ptr, + "CBlb(%d, %d)/(%d, %d) ", + box.left(), box.bottom(), + box.right(), box.top()); + } + } + } + } + image_win->AddMessage(msg); +} + + +/********************************************************************** + * WERD PROCESSOR FUNCTIONS + * ======================== + * + * These routines are invoked by one or more of: + * process_all_words() + * process_selected_words() + * or + * process_all_words_it() + * process_selected_words_it() + * for each word to be processed + **********************************************************************/ + + /** + * word_blank_and_set_display() Word processor + * + * Blank display of word then redisplay word according to current display mode + * settings + */ +#endif // GRAPHICS_DISABLED +namespace tesseract { +#ifndef GRAPHICS_DISABLED + BOOL8 Tesseract::word_blank_and_set_display(PAGE_RES_IT* pr_it) { + pr_it->word()->word->bounding_box().plot(image_win, ScrollView::BLACK, + ScrollView::BLACK); + return word_set_display(pr_it); + } + + + /** + * word_bln_display() + * + * Normalize word and display in word window + */ + BOOL8 Tesseract::word_bln_display(PAGE_RES_IT* pr_it) { + WERD_RES* word_res = pr_it->word(); + if (word_res->chopped_word == NULL) { + // Setup word normalization parameters. + word_res->SetupForRecognition(unicharset, this, BestPix(), + tessedit_ocr_engine_mode, NULL, + classify_bln_numeric_mode, + textord_use_cjk_fp_model, + poly_allow_detailed_fx, + pr_it->row()->row, pr_it->block()->block); + } + bln_word_window_handle()->Clear(); + display_bln_lines(bln_word_window_handle(), ScrollView::CYAN, + 1.0, 0.0f, -1000.0f, 1000.0f); + C_BLOB_IT it(word_res->word->cblob_list()); + ScrollView::Color color = WERD::NextColor(ScrollView::BLACK); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + it.data()->plot_normed(word_res->denorm, color, ScrollView::BROWN, + bln_word_window_handle()); + color = WERD::NextColor(color); + } + bln_word_window_handle()->Update(); + return TRUE; + } + + + + /** + * word_display() Word Processor + * + * Display a word according to its display modes + */ + BOOL8 Tesseract::word_display(PAGE_RES_IT* pr_it) { + WERD_RES* word_res = pr_it->word(); + WERD* word = word_res->word; + TBOX word_bb; // word bounding box + int word_height; // ht of word BB + BOOL8 displayed_something = FALSE; + float shift; // from bot left + C_BLOB_IT c_it; // cblob iterator + + if (color_mode != CM_RAINBOW && word_res->box_word != NULL) { + BoxWord* box_word = word_res->box_word; + WERD_CHOICE* best_choice = word_res->best_choice; + int length = box_word->length(); + if (word_res->fontinfo == NULL) return false; + const FontInfo& font_info = *word_res->fontinfo; + for (int i = 0; i < length; ++i) { + ScrollView::Color color = ScrollView::GREEN; + switch (color_mode) { + case CM_SUBSCRIPT: + if (best_choice->BlobPosition(i) == SP_SUBSCRIPT) + color = ScrollView::RED; + break; + case CM_SUPERSCRIPT: + if (best_choice->BlobPosition(i) == SP_SUPERSCRIPT) + color = ScrollView::RED; + break; + case CM_ITALIC: + if (font_info.is_italic()) + color = ScrollView::RED; + break; + case CM_BOLD: + if (font_info.is_bold()) + color = ScrollView::RED; + break; + case CM_FIXEDPITCH: + if (font_info.is_fixed_pitch()) + color = ScrollView::RED; + break; + case CM_SERIF: + if (font_info.is_serif()) + color = ScrollView::RED; + break; + case CM_SMALLCAPS: + if (word_res->small_caps) + color = ScrollView::RED; + break; + case CM_DROPCAPS: + if (best_choice->BlobPosition(i) == SP_DROPCAP) + color = ScrollView::RED; + break; + // TODO(rays) underline is currently completely unsupported. + case CM_UNDERLINE: + default: + break; + } + image_win->Pen(color); + TBOX box = box_word->BlobBox(i); + image_win->Rectangle(box.left(), box.bottom(), box.right(), box.top()); + } + return true; + } + /* + Note the double coercions of(COLOUR)((inT32)editor_image_word_bb_color) + etc. are to keep the compiler happy. + */ + // display bounding box + if (word->display_flag(DF_BOX)) { + word->bounding_box().plot(image_win, + (ScrollView::Color)((inT32) + editor_image_word_bb_color), + (ScrollView::Color)((inT32) + editor_image_word_bb_color)); + + ScrollView::Color c = (ScrollView::Color) + ((inT32)editor_image_blob_bb_color); + image_win->Pen(c); + c_it.set_to_list(word->cblob_list()); + for (c_it.mark_cycle_pt(); !c_it.cycled_list(); c_it.forward()) + c_it.data()->bounding_box().plot(image_win); + displayed_something = TRUE; + } + + // display edge steps + if (word->display_flag(DF_EDGE_STEP)) { // edgesteps available + word->plot(image_win); // rainbow colors + displayed_something = TRUE; + } + + // display poly approx + if (word->display_flag(DF_POLYGONAL)) { + // need to convert + TWERD* tword = TWERD::PolygonalCopy(poly_allow_detailed_fx, word); + tword->plot(image_win); + delete tword; + displayed_something = TRUE; + } + + // Display correct text and blamer information. + STRING text; + STRING blame; + if (word->display_flag(DF_TEXT) && word->text() != NULL) { + text = word->text(); + } + if (word->display_flag(DF_BLAMER) && + !(word_res->blamer_bundle != NULL && + word_res->blamer_bundle->incorrect_result_reason() == IRR_CORRECT)) { + text = ""; + const BlamerBundle *blamer_bundle = word_res->blamer_bundle; + if (blamer_bundle == NULL) { + text += "NULL"; + } + else { + text = blamer_bundle->TruthString(); + } + text += " -> "; + STRING best_choice_str; + if (word_res->best_choice == NULL) { + best_choice_str = "NULL"; + } + else { + word_res->best_choice->string_and_lengths(&best_choice_str, NULL); + } + text += best_choice_str; + IncorrectResultReason reason = (blamer_bundle == NULL) ? + IRR_PAGE_LAYOUT : blamer_bundle->incorrect_result_reason(); + ASSERT_HOST(reason < IRR_NUM_REASONS) + blame += " ["; + blame += BlamerBundle::IncorrectReasonName(reason); + blame += "]"; + } + if (text.length() > 0) { + word_bb = word->bounding_box(); + image_win->Pen(ScrollView::RED); + word_height = word_bb.height(); + int text_height = 0.50 * word_height; + if (text_height > 20) text_height = 20; + image_win->TextAttributes("Arial", text_height, false, false, false); + shift = (word_height < word_bb.width()) ? 0.25 * word_height : 0.0f; + image_win->Text(word_bb.left() + shift, + word_bb.bottom() + 0.25 * word_height, text.string()); + if (blame.length() > 0) { + image_win->Text(word_bb.left() + shift, + word_bb.bottom() + 0.25 * word_height - text_height, + blame.string()); + } + + displayed_something = TRUE; + } + + if (!displayed_something) // display BBox anyway + word->bounding_box().plot(image_win, + (ScrollView::Color)((inT32)editor_image_word_bb_color), + (ScrollView::Color)((inT32) + editor_image_word_bb_color)); + return TRUE; + } +#endif // GRAPHICS_DISABLED + + /** + * word_dumper() + * + * Dump members to the debug window + */ + BOOL8 Tesseract::word_dumper(PAGE_RES_IT* pr_it) { + if (pr_it->block()->block != NULL) { + tprintf("\nBlock data...\n"); + pr_it->block()->block->print(NULL, FALSE); + } + tprintf("\nRow data...\n"); + pr_it->row()->row->print(NULL); + tprintf("\nWord data...\n"); + WERD_RES* word_res = pr_it->word(); + word_res->word->print(); + if (word_res->blamer_bundle != NULL && wordrec_debug_blamer && + word_res->blamer_bundle->incorrect_result_reason() != IRR_CORRECT) { + tprintf("Current blamer debug: %s\n", + word_res->blamer_bundle->debug().string()); + } + return TRUE; + } + +#ifndef GRAPHICS_DISABLED + /** + * word_set_display() Word processor + * + * Display word according to current display mode settings + */ + BOOL8 Tesseract::word_set_display(PAGE_RES_IT* pr_it) { + WERD* word = pr_it->word()->word; + word->set_display_flag(DF_BOX, word_display_mode.bit(DF_BOX)); + word->set_display_flag(DF_TEXT, word_display_mode.bit(DF_TEXT)); + word->set_display_flag(DF_POLYGONAL, word_display_mode.bit(DF_POLYGONAL)); + word->set_display_flag(DF_EDGE_STEP, word_display_mode.bit(DF_EDGE_STEP)); + word->set_display_flag(DF_BN_POLYGONAL, + word_display_mode.bit(DF_BN_POLYGONAL)); + word->set_display_flag(DF_BLAMER, word_display_mode.bit(DF_BLAMER)); + return word_display(pr_it); + } + + // page_res is non-const because the iterator doesn't know if you are going + // to change the items it points to! Really a const here though. + void Tesseract::blob_feature_display(PAGE_RES* page_res, + const TBOX& selection_box) { + PAGE_RES_IT* it = make_pseudo_word(page_res, selection_box); + if (it != NULL) { + WERD_RES* word_res = it->word(); + word_res->x_height = it->row()->row->x_height(); + word_res->SetupForRecognition(unicharset, this, BestPix(), + tessedit_ocr_engine_mode, NULL, + classify_bln_numeric_mode, + textord_use_cjk_fp_model, + poly_allow_detailed_fx, + it->row()->row, it->block()->block); + TWERD* bln_word = word_res->chopped_word; + TBLOB* bln_blob = bln_word->blobs[0]; + INT_FX_RESULT_STRUCT fx_info; + GenericVector bl_features; + GenericVector cn_features; + Classify::ExtractFeatures(*bln_blob, classify_nonlinear_norm, &bl_features, + &cn_features, &fx_info, NULL); + // Display baseline features. + ScrollView* bl_win = CreateFeatureSpaceWindow("BL Features", 512, 0); + ClearFeatureSpaceWindow(baseline, bl_win); + for (int f = 0; f < bl_features.size(); ++f) + RenderIntFeature(bl_win, &bl_features[f], ScrollView::GREEN); + bl_win->Update(); + // Display cn features. + ScrollView* cn_win = CreateFeatureSpaceWindow("CN Features", 512, 0); + ClearFeatureSpaceWindow(character, cn_win); + for (int f = 0; f < cn_features.size(); ++f) + RenderIntFeature(cn_win, &cn_features[f], ScrollView::GREEN); + cn_win->Update(); + + it->DeleteCurrentWord(); + delete it; + } + } + + +#endif // GRAPHICS_DISABLED + +} // namespace tesseract + + + diff --git a/3rdparty/hgOCR/include/ccmain/pgedit.h b/3rdparty/hgOCR/include/ccmain/pgedit.h new file mode 100644 index 00000000..56497820 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/pgedit.h @@ -0,0 +1,87 @@ +/////////////////////////////////////////////////////////////////////// +// File: pgedit.h +// Description: Page structure file editor +// Author: Joern Wanke +// Created: Wed Jul 18 10:05:01 PDT 2007 +// +// (C) Copyright 2007, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef PGEDIT_H +#define PGEDIT_H + +#include "ocrblock.h" +#include "ocrrow.h" +#include "werd.h" +#include "rect.h" +#include "params.h" +#include "tesseractclass.h" + +class ScrollView; +class SVMenuNode; +struct SVEvent; + +// A small event handler class to process incoming events to +// this window. +class PGEventHandler : public SVEventHandler { +public: + PGEventHandler(tesseract::Tesseract* tess) : tess_(tess) { + } + void Notify(const SVEvent* sve); +private: + tesseract::Tesseract* tess_; +}; + +extern BLOCK_LIST *current_block_list; +extern STRING_VAR_H(editor_image_win_name, "EditorImage", + "Editor image window name"); +extern INT_VAR_H(editor_image_xpos, 590, "Editor image X Pos"); +extern INT_VAR_H(editor_image_ypos, 10, "Editor image Y Pos"); +extern INT_VAR_H(editor_image_height, 680, "Editor image height"); +extern INT_VAR_H(editor_image_width, 655, "Editor image width"); +extern INT_VAR_H(editor_image_word_bb_color, BLUE, + "Word bounding box colour"); +extern INT_VAR_H(editor_image_blob_bb_color, YELLOW, + "Blob bounding box colour"); +extern INT_VAR_H(editor_image_text_color, WHITE, "Correct text colour"); +extern STRING_VAR_H(editor_dbwin_name, "EditorDBWin", + "Editor debug window name"); +extern INT_VAR_H(editor_dbwin_xpos, 50, "Editor debug window X Pos"); +extern INT_VAR_H(editor_dbwin_ypos, 500, "Editor debug window Y Pos"); +extern INT_VAR_H(editor_dbwin_height, 24, "Editor debug window height"); +extern INT_VAR_H(editor_dbwin_width, 80, "Editor debug window width"); +extern STRING_VAR_H(editor_word_name, "BlnWords", + "BL normalised word window"); +extern INT_VAR_H(editor_word_xpos, 60, "Word window X Pos"); +extern INT_VAR_H(editor_word_ypos, 510, "Word window Y Pos"); +extern INT_VAR_H(editor_word_height, 240, "Word window height"); +extern INT_VAR_H(editor_word_width, 655, "Word window width"); +extern double_VAR_H(editor_smd_scale_factor, 1.0, "Scaling for smd image"); + +ScrollView* bln_word_window_handle(); //return handle +void build_image_window(int width, int height); +void display_bln_lines(ScrollView window, + ScrollView::Color colour, + float scale_factor, + float y_offset, + float minx, + float maxx); +//function to call +void pgeditor_msg( //message display + const char *msg); +void pgeditor_show_point( //display coords + SVEvent *event); +//put bln word in box +void show_point(PAGE_RES* page_res, float x, float y); + +#endif diff --git a/3rdparty/hgOCR/include/ccmain/recogtraining.cpp b/3rdparty/hgOCR/include/ccmain/recogtraining.cpp new file mode 100644 index 00000000..f40893f0 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/recogtraining.cpp @@ -0,0 +1,233 @@ +/////////////////////////////////////////////////////////////////////// +// File: recogtraining.cpp +// Description: Functions for ambiguity and parameter training. +// Author: Daria Antonova +// Created: Mon Aug 13 11:26:43 PDT 2009 +// +// (C) Copyright 2009, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "tesseractclass.h" + +#include "boxread.h" +#include "control.h" +#include "cutil.h" +#include "host.h" +#include "ratngs.h" +#include "reject.h" +#include "stopper.h" + +namespace tesseract { + + const inT16 kMaxBoxEdgeDiff = 2; + + // Sets flags necessary for recognition in the training mode. + // Opens and returns the pointer to the output file. + FILE *Tesseract::init_recog_training(const STRING &fname) { + if (tessedit_ambigs_training) { + tessedit_tess_adaption_mode.set_value(0); // turn off adaption + tessedit_enable_doc_dict.set_value(0); // turn off document dictionary + // Explore all segmentations. + getDict().stopper_no_acceptable_choices.set_value(1); + } + + STRING output_fname = fname; + const char *lastdot = strrchr(output_fname.string(), '.'); + if (lastdot != NULL) output_fname[lastdot - output_fname.string()] = '\0'; + output_fname += ".txt"; + FILE *output_file = open_file(output_fname.string(), "a+"); + return output_file; + } + + // Copies the bounding box from page_res_it->word() to the given TBOX. + bool read_t(PAGE_RES_IT *page_res_it, TBOX *tbox) { + while (page_res_it->block() != NULL && page_res_it->word() == NULL) + page_res_it->forward(); + + if (page_res_it->word() != NULL) { + *tbox = page_res_it->word()->word->bounding_box(); + + // If tbox->left() is negative, the training image has vertical text and + // all the coordinates of bounding boxes of page_res are rotated by 90 + // degrees in a counterclockwise direction. We need to rotate the TBOX back + // in order to compare with the TBOXes of box files. + if (tbox->left() < 0) { + tbox->rotate(FCOORD(0.0, -1.0)); + } + + return true; + } + else { + return false; + } + } + + // This function takes tif/box pair of files and runs recognition on the image, + // while making sure that the word bounds that tesseract identified roughly + // match to those specified by the input box file. For each word (ngram in a + // single bounding box from the input box file) it outputs the ocred result, + // the correct label, rating and certainty. + void Tesseract::recog_training_segmented(const STRING &fname, + PAGE_RES *page_res, + volatile ETEXT_DESC *monitor, + FILE *output_file) { + STRING box_fname = fname; + const char *lastdot = strrchr(box_fname.string(), '.'); + if (lastdot != NULL) box_fname[lastdot - box_fname.string()] = '\0'; + box_fname += ".box"; + // ReadNextBox() will close box_file + FILE *box_file = open_file(box_fname.string(), "r"); + + PAGE_RES_IT page_res_it; + page_res_it.page_res = page_res; + page_res_it.restart_page(); + STRING label; + + // Process all the words on this page. + TBOX tbox; // tesseract-identified box + TBOX bbox; // box from the box file + bool keep_going; + int line_number = 0; + int examined_words = 0; + do { + keep_going = read_t(&page_res_it, &tbox); + keep_going &= ReadNextBox(applybox_page, &line_number, box_file, &label, + &bbox); + // Align bottom left points of the TBOXes. + while (keep_going && + !NearlyEqual(tbox.bottom(), bbox.bottom(), kMaxBoxEdgeDiff)) { + if (bbox.bottom() < tbox.bottom()) { + page_res_it.forward(); + keep_going = read_t(&page_res_it, &tbox); + } + else { + keep_going = ReadNextBox(applybox_page, &line_number, box_file, &label, + &bbox); + } + } + while (keep_going && + !NearlyEqual(tbox.left(), bbox.left(), kMaxBoxEdgeDiff)) { + if (bbox.left() > tbox.left()) { + page_res_it.forward(); + keep_going = read_t(&page_res_it, &tbox); + } + else { + keep_going = ReadNextBox(applybox_page, &line_number, box_file, &label, + &bbox); + } + } + // OCR the word if top right points of the TBOXes are similar. + if (keep_going && + NearlyEqual(tbox.right(), bbox.right(), kMaxBoxEdgeDiff) && + NearlyEqual(tbox.top(), bbox.top(), kMaxBoxEdgeDiff)) { + ambigs_classify_and_output(label.string(), &page_res_it, output_file); + examined_words++; + } + page_res_it.forward(); + } while (keep_going); + + // Set up scripts on all of the words that did not get sent to + // ambigs_classify_and_output. They all should have, but if all the + // werd_res's don't get uch_sets, tesseract will crash when you try + // to iterate over them. :-( + int total_words = 0; + for (page_res_it.restart_page(); page_res_it.block() != NULL; + page_res_it.forward()) { + if (page_res_it.word()) { + if (page_res_it.word()->uch_set == NULL) + page_res_it.word()->SetupFake(unicharset); + total_words++; + } + } + if (examined_words < 0.85 * total_words) { + tprintf("TODO(antonova): clean up recog_training_segmented; " + " It examined only a small fraction of the ambigs image.\n"); + } + tprintf("recog_training_segmented: examined %d / %d words.\n", + examined_words, total_words); + } + + // Helper prints the given set of blob choices. + static void PrintPath(int length, const BLOB_CHOICE** blob_choices, + const UNICHARSET& unicharset, + const char *label, FILE *output_file) { + float rating = 0.0f; + float certainty = 0.0f; + for (int i = 0; i < length; ++i) { + const BLOB_CHOICE* blob_choice = blob_choices[i]; + fprintf(output_file, "%s", + unicharset.id_to_unichar(blob_choice->unichar_id())); + rating += blob_choice->rating(); + if (certainty > blob_choice->certainty()) + certainty = blob_choice->certainty(); + } + fprintf(output_file, "\t%s\t%.4f\t%.4f\n", + label, rating, certainty); + } + + // Helper recursively prints all paths through the ratings matrix, starting + // at column col. + static void PrintMatrixPaths(int col, int dim, + const MATRIX& ratings, + int length, const BLOB_CHOICE** blob_choices, + const UNICHARSET& unicharset, + const char *label, FILE *output_file) { + for (int row = col; row < dim && row - col < ratings.bandwidth(); ++row) { + if (ratings.get(col, row) != NOT_CLASSIFIED) { + BLOB_CHOICE_IT bc_it(ratings.get(col, row)); + for (bc_it.mark_cycle_pt(); !bc_it.cycled_list(); bc_it.forward()) { + blob_choices[length] = bc_it.data(); + if (row + 1 < dim) { + PrintMatrixPaths(row + 1, dim, ratings, length + 1, blob_choices, + unicharset, label, output_file); + } + else { + PrintPath(length + 1, blob_choices, unicharset, label, output_file); + } + } + } + } + } + + // Runs classify_word_pass1() on the current word. Outputs Tesseract's + // raw choice as a result of the classification. For words labeled with a + // single unichar also outputs all alternatives from blob_choices of the + // best choice. + void Tesseract::ambigs_classify_and_output(const char *label, + PAGE_RES_IT* pr_it, + FILE *output_file) { + // Classify word. + fflush(stdout); + WordData word_data(*pr_it); + SetupWordPassN(1, &word_data); + classify_word_and_language(1, pr_it, &word_data); + WERD_RES* werd_res = word_data.word; + WERD_CHOICE *best_choice = werd_res->best_choice; + ASSERT_HOST(best_choice != NULL); + + // Compute the number of unichars in the label. + GenericVector encoding; + if (!unicharset.encode_string(label, true, &encoding, NULL, NULL)) { + tprintf("Not outputting illegal unichar %s\n", label); + return; + } + + // Dump all paths through the ratings matrix (which is normally small). + int dim = werd_res->ratings->dimension(); + const BLOB_CHOICE** blob_choices = new const BLOB_CHOICE*[dim]; + PrintMatrixPaths(0, dim, *werd_res->ratings, 0, blob_choices, + unicharset, label, output_file); + delete[] blob_choices; + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/reject.cpp b/3rdparty/hgOCR/include/ccmain/reject.cpp new file mode 100644 index 00000000..b2599438 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/reject.cpp @@ -0,0 +1,798 @@ +/********************************************************************** + * File: reject.cpp (Formerly reject.c) + * Description: Rejection functions used in tessedit + * Author: Phil Cheatle + * Created: Wed Sep 23 16:50:21 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#pragma warning(disable:4305) // int/float warnings +#endif + +#include "tessvars.h" +#ifdef __UNIX__ +#include +#include +#endif +#include "scanutils.h" +#include +#include +#include "genericvector.h" +#include "reject.h" +#include "control.h" +#include "docqual.h" +#include "globaloc.h" // For err_exit. +#include "globals.h" +#include "helpers.h" + +#include "tesseractclass.h" + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +CLISTIZEH(STRING) CLISTIZE(STRING) + +/************************************************************************* + * set_done() + * + * Set the done flag based on the word acceptability criteria + *************************************************************************/ + + namespace tesseract { + void Tesseract::set_done(WERD_RES *word, inT16 pass) { + word->done = word->tess_accepted && + (strchr(word->best_choice->unichar_string().string(), ' ') == NULL); + bool word_is_ambig = word->best_choice->dangerous_ambig_found(); + bool word_from_dict = word->best_choice->permuter() == SYSTEM_DAWG_PERM || + word->best_choice->permuter() == FREQ_DAWG_PERM || + word->best_choice->permuter() == USER_DAWG_PERM; + if (word->done && (pass == 1) && (!word_from_dict || word_is_ambig) && + one_ell_conflict(word, FALSE)) { + if (tessedit_rejection_debug) tprintf("one_ell_conflict detected\n"); + word->done = FALSE; + } + if (word->done && ((!word_from_dict && + word->best_choice->permuter() != NUMBER_PERM) || word_is_ambig)) { + if (tessedit_rejection_debug) tprintf("non-dict or ambig word detected\n"); + word->done = FALSE; + } + if (tessedit_rejection_debug) { + tprintf("set_done(): done=%d\n", word->done); + word->best_choice->print(""); + } + } + + + /************************************************************************* + * make_reject_map() + * + * Sets the done flag to indicate whether the resylt is acceptable. + * + * Sets a reject map for the word. + *************************************************************************/ + void Tesseract::make_reject_map(WERD_RES *word, ROW *row, inT16 pass) { + int i; + int offset; + + flip_0O(word); + check_debug_pt(word, -1); // For trap only + set_done(word, pass); // Set acceptance + word->reject_map.initialise(word->best_choice->unichar_lengths().length()); + reject_blanks(word); + /* + 0: Rays original heuristic - the baseline + */ + if (tessedit_reject_mode == 0) { + if (!word->done) + reject_poor_matches(word); + } + else if (tessedit_reject_mode == 5) { + /* + 5: Reject I/1/l from words where there is no strong contextual confirmation; + the whole of any unacceptable words (incl PERM rej of dubious 1/I/ls); + and the whole of any words which are very small + */ + if (kBlnXHeight / word->denorm.y_scale() <= min_sane_x_ht_pixels) { + word->reject_map.rej_word_small_xht(); + } + else { + one_ell_conflict(word, TRUE); + /* + Originally the code here just used the done flag. Now I have duplicated + and unpacked the conditions for setting the done flag so that each + mechanism can be turned on or off independently. This works WITHOUT + affecting the done flag setting. + */ + if (rej_use_tess_accepted && !word->tess_accepted) + word->reject_map.rej_word_not_tess_accepted(); + + if (rej_use_tess_blanks && + (strchr(word->best_choice->unichar_string().string(), ' ') != NULL)) + word->reject_map.rej_word_contains_blanks(); + + WERD_CHOICE* best_choice = word->best_choice; + if (rej_use_good_perm) { + if ((best_choice->permuter() == SYSTEM_DAWG_PERM || + best_choice->permuter() == FREQ_DAWG_PERM || + best_choice->permuter() == USER_DAWG_PERM) && + (!rej_use_sensible_wd || + acceptable_word_string(*word->uch_set, + best_choice->unichar_string().string(), + best_choice->unichar_lengths().string()) != + AC_UNACCEPTABLE)) { + // PASSED TEST + } + else if (best_choice->permuter() == NUMBER_PERM) { + if (rej_alphas_in_number_perm) { + for (i = 0, offset = 0; + best_choice->unichar_string()[offset] != '\0'; + offset += best_choice->unichar_lengths()[i++]) { + if (word->reject_map[i].accepted() && + word->uch_set->get_isalpha( + best_choice->unichar_string().string() + offset, + best_choice->unichar_lengths()[i])) + word->reject_map[i].setrej_bad_permuter(); + // rej alpha + } + } + } + else { + word->reject_map.rej_word_bad_permuter(); + } + } + /* Ambig word rejection was here once !!*/ + } + } + else { + tprintf("BAD tessedit_reject_mode\n"); + err_exit(); + } + + if (tessedit_image_border > -1) + reject_edge_blobs(word); + + check_debug_pt(word, 10); + if (tessedit_rejection_debug) { + tprintf("Permuter Type = %d\n", word->best_choice->permuter()); + tprintf("Certainty: %f Rating: %f\n", + word->best_choice->certainty(), word->best_choice->rating()); + tprintf("Dict word: %d\n", dict_word(*(word->best_choice))); + } + + flip_hyphens(word); + check_debug_pt(word, 20); + } +} // namespace tesseract + + +void reject_blanks(WERD_RES *word) { + inT16 i; + inT16 offset; + + for (i = 0, offset = 0; word->best_choice->unichar_string()[offset] != '\0'; + offset += word->best_choice->unichar_lengths()[i], i += 1) { + if (word->best_choice->unichar_string()[offset] == ' ') + //rej unrecognised blobs + word->reject_map[i].setrej_tess_failure(); + } +} + +namespace tesseract { + void Tesseract::reject_I_1_L(WERD_RES *word) { + inT16 i; + inT16 offset; + + for (i = 0, offset = 0; word->best_choice->unichar_string()[offset] != '\0'; + offset += word->best_choice->unichar_lengths()[i], i += 1) { + if (STRING(conflict_set_I_l_1). + contains(word->best_choice->unichar_string()[offset])) { + //rej 1Il conflict + word->reject_map[i].setrej_1Il_conflict(); + } + } + } +} // namespace tesseract + + +void reject_poor_matches(WERD_RES *word) { + float threshold = compute_reject_threshold(word->best_choice); + for (int i = 0; i < word->best_choice->length(); ++i) { + if (word->best_choice->unichar_id(i) == UNICHAR_SPACE) + word->reject_map[i].setrej_tess_failure(); + else if (word->best_choice->certainty(i) < threshold) + word->reject_map[i].setrej_poor_match(); + } +} + + +/********************************************************************** + * compute_reject_threshold + * + * Set a rejection threshold for this word. + * Initially this is a trivial function which looks for the largest + * gap in the certainty value. + **********************************************************************/ + +float compute_reject_threshold(WERD_CHOICE* word) { + float threshold; // rejection threshold + float bestgap = 0.0f; // biggest gap + float gapstart; // bottom of gap + // super iterator + BLOB_CHOICE_IT choice_it; // real iterator + + int blob_count = word->length(); + GenericVector ratings; + ratings.resize_no_init(blob_count); + for (int i = 0; i < blob_count; ++i) { + ratings[i] = word->certainty(i); + } + ratings.sort(); + gapstart = ratings[0] - 1; // all reject if none better + if (blob_count >= 3) { + for (int index = 0; index < blob_count - 1; index++) { + if (ratings[index + 1] - ratings[index] > bestgap) { + bestgap = ratings[index + 1] - ratings[index]; + // find biggest + gapstart = ratings[index]; + } + } + } + threshold = gapstart + bestgap / 2; + + return threshold; +} + + +/************************************************************************* + * reject_edge_blobs() + * + * If the word is perilously close to the edge of the image, reject those blobs + * in the word which are too close to the edge as they could be clipped. + *************************************************************************/ +namespace tesseract { + void Tesseract::reject_edge_blobs(WERD_RES *word) { + TBOX word_box = word->word->bounding_box(); + // Use the box_word as it is already denormed back to image coordinates. + int blobcount = word->box_word->length(); + + if (word_box.left() < tessedit_image_border || + word_box.bottom() < tessedit_image_border || + word_box.right() + tessedit_image_border > ImageWidth() - 1 || + word_box.top() + tessedit_image_border > ImageHeight() - 1) { + ASSERT_HOST(word->reject_map.length() == blobcount); + for (int blobindex = 0; blobindex < blobcount; blobindex++) { + TBOX blob_box = word->box_word->BlobBox(blobindex); + if (blob_box.left() < tessedit_image_border || + blob_box.bottom() < tessedit_image_border || + blob_box.right() + tessedit_image_border > ImageWidth() - 1 || + blob_box.top() + tessedit_image_border > ImageHeight() - 1) { + word->reject_map[blobindex].setrej_edge_char(); + // Close to edge + } + } + } + } + + /********************************************************************** + * one_ell_conflict() + * + * Identify words where there is a potential I/l/1 error. + * - A bundle of contextual heuristics! + **********************************************************************/ + BOOL8 Tesseract::one_ell_conflict(WERD_RES *word_res, BOOL8 update_map) { + const char *word; + const char *lengths; + inT16 word_len; //its length + inT16 first_alphanum_index_; + inT16 first_alphanum_offset_; + inT16 i; + inT16 offset; + BOOL8 non_conflict_set_char; //non conf set a/n? + BOOL8 conflict = FALSE; + BOOL8 allow_1s; + ACCEPTABLE_WERD_TYPE word_type; + BOOL8 dict_perm_type; + BOOL8 dict_word_ok; + int dict_word_type; + + word = word_res->best_choice->unichar_string().string(); + lengths = word_res->best_choice->unichar_lengths().string(); + word_len = strlen(lengths); + /* + If there are no occurrences of the conflict set characters then the word + is OK. + */ + if (strpbrk(word, conflict_set_I_l_1.string()) == NULL) + return FALSE; + + /* + There is a conflict if there are NO other (confirmed) alphanumerics apart + from those in the conflict set. + */ + + for (i = 0, offset = 0, non_conflict_set_char = FALSE; + (i < word_len) && !non_conflict_set_char; offset += lengths[i++]) + non_conflict_set_char = + (word_res->uch_set->get_isalpha(word + offset, lengths[i]) || + word_res->uch_set->get_isdigit(word + offset, lengths[i])) && + !STRING(conflict_set_I_l_1).contains(word[offset]); + if (!non_conflict_set_char) { + if (update_map) + reject_I_1_L(word_res); + return TRUE; + } + + /* + If the word is accepted by a dawg permuter, and the first alpha character + is "I" or "l", check to see if the alternative is also a dawg word. If it + is, then there is a potential error otherwise the word is ok. + */ + + dict_perm_type = (word_res->best_choice->permuter() == SYSTEM_DAWG_PERM) || + (word_res->best_choice->permuter() == USER_DAWG_PERM) || + (rej_trust_doc_dawg && + (word_res->best_choice->permuter() == DOC_DAWG_PERM)) || + (word_res->best_choice->permuter() == FREQ_DAWG_PERM); + dict_word_type = dict_word(*(word_res->best_choice)); + dict_word_ok = (dict_word_type > 0) && + (rej_trust_doc_dawg || (dict_word_type != DOC_DAWG_PERM)); + + if ((rej_1Il_use_dict_word && dict_word_ok) || + (rej_1Il_trust_permuter_type && dict_perm_type) || + (dict_perm_type && dict_word_ok)) { + first_alphanum_index_ = first_alphanum_index(word, lengths); + first_alphanum_offset_ = first_alphanum_offset(word, lengths); + if (lengths[first_alphanum_index_] == 1 && + word[first_alphanum_offset_] == 'I') { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'l'; + if (safe_dict_word(word_res) > 0) { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'I'; + if (update_map) + word_res->reject_map[first_alphanum_index_]. + setrej_1Il_conflict(); + return TRUE; + } + else { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'I'; + return FALSE; + } + } + + if (lengths[first_alphanum_index_] == 1 && + word[first_alphanum_offset_] == 'l') { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'I'; + if (safe_dict_word(word_res) > 0) { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'l'; + if (update_map) + word_res->reject_map[first_alphanum_index_]. + setrej_1Il_conflict(); + return TRUE; + } + else { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'l'; + return FALSE; + } + } + return FALSE; + } + + /* + NEW 1Il code. The old code relied on permuter types too much. In fact, + tess will use TOP_CHOICE permute for good things like "palette". + In this code the string is examined independently to see if it looks like + a well formed word. + */ + + /* + REGARDLESS OF PERMUTER, see if flipping a leading I/l generates a + dictionary word. + */ + first_alphanum_index_ = first_alphanum_index(word, lengths); + first_alphanum_offset_ = first_alphanum_offset(word, lengths); + if (lengths[first_alphanum_index_] == 1 && + word[first_alphanum_offset_] == 'l') { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'I'; + if (safe_dict_word(word_res) > 0) + return FALSE; + else + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'l'; + } + else if (lengths[first_alphanum_index_] == 1 && + word[first_alphanum_offset_] == 'I') { + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'l'; + if (safe_dict_word(word_res) > 0) + return FALSE; + else + word_res->best_choice->unichar_string()[first_alphanum_offset_] = 'I'; + } + /* + For strings containing digits: + If there are no alphas OR the numeric permuter liked the word, + reject any non 1 conflict chs + Else reject all conflict chs + */ + if (word_contains_non_1_digit(word, lengths)) { + allow_1s = (alpha_count(word, lengths) == 0) || + (word_res->best_choice->permuter() == NUMBER_PERM); + + inT16 offset; + conflict = FALSE; + for (i = 0, offset = 0; word[offset] != '\0'; + offset += word_res->best_choice->unichar_lengths()[i++]) { + if ((!allow_1s || (word[offset] != '1')) && + STRING(conflict_set_I_l_1).contains(word[offset])) { + if (update_map) + word_res->reject_map[i].setrej_1Il_conflict(); + conflict = TRUE; + } + } + return conflict; + } + /* + For anything else. See if it conforms to an acceptable word type. If so, + treat accordingly. + */ + word_type = acceptable_word_string(*word_res->uch_set, word, lengths); + if ((word_type == AC_LOWER_CASE) || (word_type == AC_INITIAL_CAP)) { + first_alphanum_index_ = first_alphanum_index(word, lengths); + first_alphanum_offset_ = first_alphanum_offset(word, lengths); + if (STRING(conflict_set_I_l_1).contains(word[first_alphanum_offset_])) { + if (update_map) + word_res->reject_map[first_alphanum_index_]. + setrej_1Il_conflict(); + return TRUE; + } + else + return FALSE; + } + else if (word_type == AC_UPPER_CASE) { + return FALSE; + } + else { + if (update_map) + reject_I_1_L(word_res); + return TRUE; + } + } + + + inT16 Tesseract::first_alphanum_index(const char *word, + const char *word_lengths) { + inT16 i; + inT16 offset; + + for (i = 0, offset = 0; word[offset] != '\0'; offset += word_lengths[i++]) { + if (unicharset.get_isalpha(word + offset, word_lengths[i]) || + unicharset.get_isdigit(word + offset, word_lengths[i])) + return i; + } + return -1; + } + + inT16 Tesseract::first_alphanum_offset(const char *word, + const char *word_lengths) { + inT16 i; + inT16 offset; + + for (i = 0, offset = 0; word[offset] != '\0'; offset += word_lengths[i++]) { + if (unicharset.get_isalpha(word + offset, word_lengths[i]) || + unicharset.get_isdigit(word + offset, word_lengths[i])) + return offset; + } + return -1; + } + + inT16 Tesseract::alpha_count(const char *word, + const char *word_lengths) { + inT16 i; + inT16 offset; + inT16 count = 0; + + for (i = 0, offset = 0; word[offset] != '\0'; offset += word_lengths[i++]) { + if (unicharset.get_isalpha(word + offset, word_lengths[i])) + count++; + } + return count; + } + + + BOOL8 Tesseract::word_contains_non_1_digit(const char *word, + const char *word_lengths) { + inT16 i; + inT16 offset; + + for (i = 0, offset = 0; word[offset] != '\0'; offset += word_lengths[i++]) { + if (unicharset.get_isdigit(word + offset, word_lengths[i]) && + (word_lengths[i] != 1 || word[offset] != '1')) + return TRUE; + } + return FALSE; + } + + /************************************************************************* + * dont_allow_1Il() + * Don't unreject LONE accepted 1Il conflict set chars + *************************************************************************/ + void Tesseract::dont_allow_1Il(WERD_RES *word) { + int i = 0; + int offset; + int word_len = word->reject_map.length(); + const char *s = word->best_choice->unichar_string().string(); + const char *lengths = word->best_choice->unichar_lengths().string(); + BOOL8 accepted_1Il = FALSE; + + for (i = 0, offset = 0; i < word_len; + offset += word->best_choice->unichar_lengths()[i++]) { + if (word->reject_map[i].accepted()) { + if (STRING(conflict_set_I_l_1).contains(s[offset])) { + accepted_1Il = TRUE; + } + else { + if (word->uch_set->get_isalpha(s + offset, lengths[i]) || + word->uch_set->get_isdigit(s + offset, lengths[i])) + return; // >=1 non 1Il ch accepted + } + } + } + if (!accepted_1Il) + return; //Nothing to worry about + + for (i = 0, offset = 0; i < word_len; + offset += word->best_choice->unichar_lengths()[i++]) { + if (STRING(conflict_set_I_l_1).contains(s[offset]) && + word->reject_map[i].accepted()) + word->reject_map[i].setrej_postNN_1Il(); + } + } + + + inT16 Tesseract::count_alphanums(WERD_RES *word_res) { + int count = 0; + const WERD_CHOICE *best_choice = word_res->best_choice; + for (int i = 0; i < word_res->reject_map.length(); ++i) { + if ((word_res->reject_map[i].accepted()) && + (word_res->uch_set->get_isalpha(best_choice->unichar_id(i)) || + word_res->uch_set->get_isdigit(best_choice->unichar_id(i)))) { + count++; + } + } + return count; + } + + + // reject all if most rejected. + void Tesseract::reject_mostly_rejects(WERD_RES *word) { + /* Reject the whole of the word if the fraction of rejects exceeds a limit */ + + if ((float)word->reject_map.reject_count() / word->reject_map.length() >= + rej_whole_of_mostly_reject_word_fract) + word->reject_map.rej_word_mostly_rej(); + } + + + BOOL8 Tesseract::repeated_nonalphanum_wd(WERD_RES *word, ROW *row) { + inT16 char_quality; + inT16 accepted_char_quality; + + if (word->best_choice->unichar_lengths().length() <= 1) + return FALSE; + + if (!STRING(ok_repeated_ch_non_alphanum_wds). + contains(word->best_choice->unichar_string()[0])) + return FALSE; + + UNICHAR_ID uch_id = word->best_choice->unichar_id(0); + for (int i = 1; i < word->best_choice->length(); ++i) { + if (word->best_choice->unichar_id(i) != uch_id) return FALSE; + } + + word_char_quality(word, row, &char_quality, &accepted_char_quality); + + if ((word->best_choice->unichar_lengths().length() == char_quality) && + (char_quality == accepted_char_quality)) + return TRUE; + else + return FALSE; + } + + inT16 Tesseract::safe_dict_word(const WERD_RES *werd_res) { + const WERD_CHOICE &word = *werd_res->best_choice; + int dict_word_type = werd_res->tesseract->dict_word(word); + return dict_word_type == DOC_DAWG_PERM ? 0 : dict_word_type; + } + + // Note: After running this function word_res->ratings + // might not contain the right BLOB_CHOICE corresponding to each character + // in word_res->best_choice. + void Tesseract::flip_hyphens(WERD_RES *word_res) { + WERD_CHOICE *best_choice = word_res->best_choice; + int i; + int prev_right = -9999; + int next_left; + TBOX out_box; + float aspect_ratio; + + if (tessedit_lower_flip_hyphen <= 1) + return; + + int num_blobs = word_res->rebuild_word->NumBlobs(); + UNICHAR_ID unichar_dash = word_res->uch_set->unichar_to_id("-"); + for (i = 0; i < best_choice->length() && i < num_blobs; ++i) { + TBLOB* blob = word_res->rebuild_word->blobs[i]; + out_box = blob->bounding_box(); + if (i + 1 == num_blobs) + next_left = 9999; + else + next_left = word_res->rebuild_word->blobs[i + 1]->bounding_box().left(); + // Don't touch small or touching blobs - it is too dangerous. + if ((out_box.width() > 8 * word_res->denorm.x_scale()) && + (out_box.left() > prev_right) && (out_box.right() < next_left)) { + aspect_ratio = out_box.width() / (float)out_box.height(); + if (word_res->uch_set->eq(best_choice->unichar_id(i), ".")) { + if (aspect_ratio >= tessedit_upper_flip_hyphen && + word_res->uch_set->contains_unichar_id(unichar_dash) && + word_res->uch_set->get_enabled(unichar_dash)) { + /* Certain HYPHEN */ + best_choice->set_unichar_id(unichar_dash, i); + if (word_res->reject_map[i].rejected()) + word_res->reject_map[i].setrej_hyphen_accept(); + } + if ((aspect_ratio > tessedit_lower_flip_hyphen) && + word_res->reject_map[i].accepted()) + //Suspected HYPHEN + word_res->reject_map[i].setrej_hyphen(); + } + else if (best_choice->unichar_id(i) == unichar_dash) { + if ((aspect_ratio >= tessedit_upper_flip_hyphen) && + (word_res->reject_map[i].rejected())) + word_res->reject_map[i].setrej_hyphen_accept(); + //Certain HYPHEN + + if ((aspect_ratio <= tessedit_lower_flip_hyphen) && + (word_res->reject_map[i].accepted())) + //Suspected HYPHEN + word_res->reject_map[i].setrej_hyphen(); + } + } + prev_right = out_box.right(); + } + } + + // Note: After running this function word_res->ratings + // might not contain the right BLOB_CHOICE corresponding to each character + // in word_res->best_choice. + void Tesseract::flip_0O(WERD_RES *word_res) { + WERD_CHOICE *best_choice = word_res->best_choice; + int i; + TBOX out_box; + + if (!tessedit_flip_0O) + return; + + int num_blobs = word_res->rebuild_word->NumBlobs(); + for (i = 0; i < best_choice->length() && i < num_blobs; ++i) { + TBLOB* blob = word_res->rebuild_word->blobs[i]; + if (word_res->uch_set->get_isupper(best_choice->unichar_id(i)) || + word_res->uch_set->get_isdigit(best_choice->unichar_id(i))) { + out_box = blob->bounding_box(); + if ((out_box.top() < kBlnBaselineOffset + kBlnXHeight) || + (out_box.bottom() > kBlnBaselineOffset + kBlnXHeight / 4)) + return; //Beware words with sub/superscripts + } + } + UNICHAR_ID unichar_0 = word_res->uch_set->unichar_to_id("0"); + UNICHAR_ID unichar_O = word_res->uch_set->unichar_to_id("O"); + if (unichar_0 == INVALID_UNICHAR_ID || + !word_res->uch_set->get_enabled(unichar_0) || + unichar_O == INVALID_UNICHAR_ID || + !word_res->uch_set->get_enabled(unichar_O)) { + return; // 0 or O are not present/enabled in unicharset + } + for (i = 1; i < best_choice->length(); ++i) { + if (best_choice->unichar_id(i) == unichar_0 || + best_choice->unichar_id(i) == unichar_O) { + /* A0A */ + if ((i + 1) < best_choice->length() && + non_O_upper(*word_res->uch_set, best_choice->unichar_id(i - 1)) && + non_O_upper(*word_res->uch_set, best_choice->unichar_id(i + 1))) { + best_choice->set_unichar_id(unichar_O, i); + } + /* A00A */ + if (non_O_upper(*word_res->uch_set, best_choice->unichar_id(i - 1)) && + (i + 1) < best_choice->length() && + (best_choice->unichar_id(i + 1) == unichar_0 || + best_choice->unichar_id(i + 1) == unichar_O) && + (i + 2) < best_choice->length() && + non_O_upper(*word_res->uch_set, best_choice->unichar_id(i + 2))) { + best_choice->set_unichar_id(unichar_O, i); + i++; + } + /* AA0 */ + if ((i > 1) && + non_O_upper(*word_res->uch_set, best_choice->unichar_id(i - 2)) && + non_O_upper(*word_res->uch_set, best_choice->unichar_id(i - 1)) && + (((i + 1) < best_choice->length() && + !word_res->uch_set->get_isdigit(best_choice->unichar_id(i + 1)) && + !word_res->uch_set->eq(best_choice->unichar_id(i + 1), "l") && + !word_res->uch_set->eq(best_choice->unichar_id(i + 1), "I")) || + (i == best_choice->length() - 1))) { + best_choice->set_unichar_id(unichar_O, i); + } + /* 9O9 */ + if (non_0_digit(*word_res->uch_set, best_choice->unichar_id(i - 1)) && + (i + 1) < best_choice->length() && + non_0_digit(*word_res->uch_set, best_choice->unichar_id(i + 1))) { + best_choice->set_unichar_id(unichar_0, i); + } + /* 9OOO */ + if (non_0_digit(*word_res->uch_set, best_choice->unichar_id(i - 1)) && + (i + 2) < best_choice->length() && + (best_choice->unichar_id(i + 1) == unichar_0 || + best_choice->unichar_id(i + 1) == unichar_O) && + (best_choice->unichar_id(i + 2) == unichar_0 || + best_choice->unichar_id(i + 2) == unichar_O)) { + best_choice->set_unichar_id(unichar_0, i); + best_choice->set_unichar_id(unichar_0, i + 1); + best_choice->set_unichar_id(unichar_0, i + 2); + i += 2; + } + /* 9OO */ + if (non_0_digit(*word_res->uch_set, best_choice->unichar_id(i - 1)) && + (i + 2) < best_choice->length() && + (best_choice->unichar_id(i + 1) == unichar_0 || + best_choice->unichar_id(i + 1) == unichar_O) && + !word_res->uch_set->get_isupper(best_choice->unichar_id(i + 2))) { + best_choice->set_unichar_id(unichar_0, i); + best_choice->set_unichar_id(unichar_0, i + 1); + i++; + } + /* 9O */ + if (non_0_digit(*word_res->uch_set, best_choice->unichar_id(i - 1)) && + (i + 1) < best_choice->length() && + !word_res->uch_set->get_isupper(best_choice->unichar_id(i + 1))) { + best_choice->set_unichar_id(unichar_0, i); + } + /* 9[.,]OOO.. */ + if ((i > 1) && + (word_res->uch_set->eq(best_choice->unichar_id(i - 1), ".") || + word_res->uch_set->eq(best_choice->unichar_id(i - 1), ",")) && + (word_res->uch_set->get_isdigit(best_choice->unichar_id(i - 2)) || + best_choice->unichar_id(i - 2) == unichar_O)) { + if (best_choice->unichar_id(i - 2) == unichar_O) { + best_choice->set_unichar_id(unichar_0, i - 2); + } + while (i < best_choice->length() && + (best_choice->unichar_id(i) == unichar_O || + best_choice->unichar_id(i) == unichar_0)) { + best_choice->set_unichar_id(unichar_0, i); + i++; + } + i--; + } + } + } + } + + BOOL8 Tesseract::non_O_upper(const UNICHARSET& ch_set, UNICHAR_ID unichar_id) { + return ch_set.get_isupper(unichar_id) && !ch_set.eq(unichar_id, "O"); + } + + BOOL8 Tesseract::non_0_digit(const UNICHARSET& ch_set, UNICHAR_ID unichar_id) { + return ch_set.get_isdigit(unichar_id) && !ch_set.eq(unichar_id, "0"); + } +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/reject.h b/3rdparty/hgOCR/include/ccmain/reject.h new file mode 100644 index 00000000..cffb262c --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/reject.h @@ -0,0 +1,34 @@ +/********************************************************************** + * File: reject.h (Formerly reject.h) + * Description: Rejection functions used in tessedit + * Author: Phil Cheatle + * Created: Wed Sep 23 16:50:21 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef REJECT_H +#define REJECT_H + +#include "params.h" +#include "pageres.h" + +void reject_blanks(WERD_RES *word); +void reject_poor_matches(WERD_RES *word); +float compute_reject_threshold(WERD_CHOICE* word); +BOOL8 word_contains_non_1_digit(const char *word, const char *word_lengths); +void dont_allow_1Il(WERD_RES *word); +void flip_hyphens(WERD_RES *word); +void flip_0O(WERD_RES *word); +BOOL8 non_0_digit(const char* str, int length); +#endif diff --git a/3rdparty/hgOCR/include/ccmain/resultiterator.cpp b/3rdparty/hgOCR/include/ccmain/resultiterator.cpp new file mode 100644 index 00000000..105cc78a --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/resultiterator.cpp @@ -0,0 +1,683 @@ +/////////////////////////////////////////////////////////////////////// +// File: resultiterator.cpp +// Description: Iterator for tesseract results that is capable of +// iterating in proper reading order over Bi Directional +// (e.g. mixed Hebrew and English) text. +// Author: David Eger +// Created: Fri May 27 13:58:06 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "resultiterator.h" + +#include "allheaders.h" +#include "pageres.h" +#include "strngs.h" +#include "tesseractclass.h" +#include "unicharset.h" +#include "unicodes.h" + +namespace tesseract { + + ResultIterator::ResultIterator(const LTRResultIterator &resit) + : LTRResultIterator(resit) { + in_minor_direction_ = false; + at_beginning_of_minor_run_ = false; + preserve_interword_spaces_ = false; + + BoolParam *p = ParamUtils::FindParam( + "preserve_interword_spaces", GlobalParams()->bool_params, + tesseract_->params()->bool_params); + if (p != NULL) preserve_interword_spaces_ = (bool)(*p); + + current_paragraph_is_ltr_ = CurrentParagraphIsLtr(); + MoveToLogicalStartOfTextline(); + } + + ResultIterator *ResultIterator::StartOfParagraph( + const LTRResultIterator &resit) { + return new ResultIterator(resit); + } + + bool ResultIterator::ParagraphIsLtr() const { + return current_paragraph_is_ltr_; + } + + bool ResultIterator::CurrentParagraphIsLtr() const { + if (!it_->word()) + return true; // doesn't matter. + LTRResultIterator it(*this); + it.RestartParagraph(); + // Try to figure out the ltr-ness of the paragraph. The rules below + // make more sense in the context of a difficult paragraph example. + // Here we denote {ltr characters, RTL CHARACTERS}: + // + // "don't go in there!" DAIS EH + // EHT OTNI DEPMUJ FELSMIH NEHT DNA + // .GNIDLIUB GNINRUB + // + // On the first line, the left-most word is LTR and the rightmost word + // is RTL. Thus, we are better off taking the majority direction for + // the whole paragraph contents. So instead of "the leftmost word is LTR" + // indicating an LTR paragraph, we use a heuristic about what RTL paragraphs + // would not do: Typically an RTL paragraph would *not* start with an LTR + // word. So our heuristics are as follows: + // + // (1) If the first text line has an RTL word in the left-most position + // it is RTL. + // (2) If the first text line has an LTR word in the right-most position + // it is LTR. + // (3) If neither of the above is true, take the majority count for the + // paragraph -- if there are more rtl words, it is RTL. If there + // are more LTR words, it's LTR. + bool leftmost_rtl = it.WordDirection() == DIR_RIGHT_TO_LEFT; + bool rightmost_ltr = it.WordDirection() == DIR_LEFT_TO_RIGHT; + int num_ltr, num_rtl; + num_rtl = leftmost_rtl ? 1 : 0; + num_ltr = (it.WordDirection() == DIR_LEFT_TO_RIGHT) ? 1 : 0; + for (it.Next(RIL_WORD); + !it.Empty(RIL_WORD) && !it.IsAtBeginningOf(RIL_TEXTLINE); + it.Next(RIL_WORD)) { + StrongScriptDirection dir = it.WordDirection(); + rightmost_ltr = (dir == DIR_LEFT_TO_RIGHT); + num_rtl += (dir == DIR_RIGHT_TO_LEFT) ? 1 : 0; + num_ltr += rightmost_ltr ? 1 : 0; + } + if (leftmost_rtl) + return false; + if (rightmost_ltr) + return true; + // First line is ambiguous. Take statistics on the whole paragraph. + if (!it.Empty(RIL_WORD) && !it.IsAtBeginningOf(RIL_PARA)) do { + StrongScriptDirection dir = it.WordDirection(); + num_rtl += (dir == DIR_RIGHT_TO_LEFT) ? 1 : 0; + num_ltr += (dir == DIR_LEFT_TO_RIGHT) ? 1 : 0; + } while (it.Next(RIL_WORD) && !it.IsAtBeginningOf(RIL_PARA)); + return num_ltr >= num_rtl; + } + + const int ResultIterator::kMinorRunStart = -1; + const int ResultIterator::kMinorRunEnd = -2; + const int ResultIterator::kComplexWord = -3; + + void ResultIterator::CalculateBlobOrder( + GenericVector *blob_indices) const { + bool context_is_ltr = current_paragraph_is_ltr_ ^ in_minor_direction_; + blob_indices->clear(); + if (Empty(RIL_WORD)) return; + if (context_is_ltr || it_->word()->UnicharsInReadingOrder()) { + // Easy! just return the blobs in order; + for (int i = 0; i < word_length_; i++) + blob_indices->push_back(i); + return; + } + + // The blobs are in left-to-right order, but the current reading context + // is right-to-left. + const int U_LTR = UNICHARSET::U_LEFT_TO_RIGHT; + const int U_RTL = UNICHARSET::U_RIGHT_TO_LEFT; + const int U_EURO_NUM = UNICHARSET::U_EUROPEAN_NUMBER; + const int U_EURO_NUM_SEP = UNICHARSET::U_EUROPEAN_NUMBER_SEPARATOR; + const int U_EURO_NUM_TERM = UNICHARSET::U_EUROPEAN_NUMBER_TERMINATOR; + const int U_COMMON_NUM_SEP = UNICHARSET::U_COMMON_NUMBER_SEPARATOR; + const int U_OTHER_NEUTRAL = UNICHARSET::U_OTHER_NEUTRAL; + + // Step 1: Scan for and mark European Number sequences + // [:ET:]*[:EN:]+(([:ES:]|[:CS:])?[:EN:]+)*[:ET:]* + GenericVector letter_types; + for (int i = 0; i < word_length_; i++) { + letter_types.push_back(it_->word()->SymbolDirection(i)); + } + // Convert a single separtor sandwiched between two EN's into an EN. + for (int i = 0; i + 2 < word_length_; i++) { + if (letter_types[i] == U_EURO_NUM && letter_types[i + 2] == U_EURO_NUM && + (letter_types[i + 1] == U_EURO_NUM_SEP || + letter_types[i + 1] == U_COMMON_NUM_SEP)) { + letter_types[i + 1] = U_EURO_NUM; + } + } + // Scan for sequences of European Number Terminators around ENs and convert + // them to ENs. + for (int i = 0; i < word_length_; i++) { + if (letter_types[i] == U_EURO_NUM_TERM) { + int j = i + 1; + while (j < word_length_ && letter_types[j] == U_EURO_NUM_TERM) { j++; } + if (j < word_length_ && letter_types[j] == U_EURO_NUM) { + // The sequence [i..j] should be converted to all European Numbers. + for (int k = i; k < j; k++) letter_types[k] = U_EURO_NUM; + } + j = i - 1; + while (j > -1 && letter_types[j] == U_EURO_NUM_TERM) { j--; } + if (j > -1 && letter_types[j] == U_EURO_NUM) { + // The sequence [j..i] should be converted to all European Numbers. + for (int k = j; k <= i; k++) letter_types[k] = U_EURO_NUM; + } + } + } + // Step 2: Convert all remaining types to either L or R. + // Sequences ([:L:]|[:EN:])+ (([:CS:]|[:ON:])+ ([:L:]|[:EN:])+)* -> L. + // All other are R. + for (int i = 0; i < word_length_;) { + int ti = letter_types[i]; + if (ti == U_LTR || ti == U_EURO_NUM) { + // Left to right sequence; scan to the end of it. + int last_good = i; + for (int j = i + 1; j < word_length_; j++) { + int tj = letter_types[j]; + if (tj == U_LTR || tj == U_EURO_NUM) { + last_good = j; + } + else if (tj == U_COMMON_NUM_SEP || tj == U_OTHER_NEUTRAL) { + // do nothing. + } + else { + break; + } + } + // [i..last_good] is the L sequence + for (int k = i; k <= last_good; k++) letter_types[k] = U_LTR; + i = last_good + 1; + } + else { + letter_types[i] = U_RTL; + i++; + } + } + + // At this point, letter_types is entirely U_LTR or U_RTL. + for (int i = word_length_ - 1; i >= 0;) { + if (letter_types[i] == U_RTL) { + blob_indices->push_back(i); + i--; + } + else { + // left to right sequence. scan to the beginning. + int j = i - 1; + for (; j >= 0 && letter_types[j] != U_RTL; j--) {} // pass + // Now (j, i] is LTR + for (int k = j + 1; k <= i; k++) blob_indices->push_back(k); + i = j; + } + } + ASSERT_HOST(blob_indices->size() == word_length_); + } + + static void PrintScriptDirs(const GenericVector &dirs) { + for (int i = 0; i < dirs.size(); i++) { + switch (dirs[i]) { + case DIR_NEUTRAL: tprintf("N "); break; + case DIR_LEFT_TO_RIGHT: tprintf("L "); break; + case DIR_RIGHT_TO_LEFT: tprintf("R "); break; + case DIR_MIX: tprintf("Z "); break; + default: tprintf("? "); break; + } + } + tprintf("\n"); + } + + void ResultIterator::CalculateTextlineOrder( + bool paragraph_is_ltr, + const LTRResultIterator &resit, + GenericVectorEqEq *word_indices) const { + GenericVector directions; + CalculateTextlineOrder(paragraph_is_ltr, resit, &directions, word_indices); + } + + void ResultIterator::CalculateTextlineOrder( + bool paragraph_is_ltr, + const LTRResultIterator &resit, + GenericVector *dirs_arg, + GenericVectorEqEq *word_indices) const { + GenericVector dirs; + GenericVector *directions; + directions = (dirs_arg != NULL) ? dirs_arg : &dirs; + directions->truncate(0); + + // A LTRResultIterator goes strictly left-to-right word order. + LTRResultIterator ltr_it(resit); + ltr_it.RestartRow(); + if (ltr_it.Empty(RIL_WORD)) return; + do { + directions->push_back(ltr_it.WordDirection()); + } while (ltr_it.Next(RIL_WORD) && !ltr_it.IsAtBeginningOf(RIL_TEXTLINE)); + + word_indices->truncate(0); + CalculateTextlineOrder(paragraph_is_ltr, *directions, word_indices); + } + + void ResultIterator::CalculateTextlineOrder( + bool paragraph_is_ltr, + const GenericVector &word_dirs, + GenericVectorEqEq *reading_order) { + reading_order->truncate(0); + if (word_dirs.size() == 0) return; + + // Take all of the runs of minor direction words and insert them + // in reverse order. + int minor_direction, major_direction, major_step, start, end; + if (paragraph_is_ltr) { + start = 0; + end = word_dirs.size(); + major_step = 1; + major_direction = DIR_LEFT_TO_RIGHT; + minor_direction = DIR_RIGHT_TO_LEFT; + } + else { + start = word_dirs.size() - 1; + end = -1; + major_step = -1; + major_direction = DIR_RIGHT_TO_LEFT; + minor_direction = DIR_LEFT_TO_RIGHT; + // Special rule: if there are neutral words at the right most side + // of a line adjacent to a left-to-right word in the middle of the + // line, we interpret the end of the line as a single LTR sequence. + if (word_dirs[start] == DIR_NEUTRAL) { + int neutral_end = start; + while (neutral_end > 0 && word_dirs[neutral_end] == DIR_NEUTRAL) { + neutral_end--; + } + if (neutral_end >= 0 && word_dirs[neutral_end] == DIR_LEFT_TO_RIGHT) { + // LTR followed by neutrals. + // Scan for the beginning of the minor left-to-right run. + int left = neutral_end; + for (int i = left; i >= 0 && word_dirs[i] != DIR_RIGHT_TO_LEFT; i--) { + if (word_dirs[i] == DIR_LEFT_TO_RIGHT) left = i; + } + reading_order->push_back(kMinorRunStart); + for (int i = left; i < word_dirs.size(); i++) { + reading_order->push_back(i); + if (word_dirs[i] == DIR_MIX) reading_order->push_back(kComplexWord); + } + reading_order->push_back(kMinorRunEnd); + start = left - 1; + } + } + } + for (int i = start; i != end;) { + if (word_dirs[i] == minor_direction) { + int j = i; + while (j != end && word_dirs[j] != major_direction) + j += major_step; + if (j == end) j -= major_step; + while (j != i && word_dirs[j] != minor_direction) + j -= major_step; + // [j..i] is a minor direction run. + reading_order->push_back(kMinorRunStart); + for (int k = j; k != i; k -= major_step) { + reading_order->push_back(k); + } + reading_order->push_back(i); + reading_order->push_back(kMinorRunEnd); + i = j + major_step; + } + else { + reading_order->push_back(i); + if (word_dirs[i] == DIR_MIX) reading_order->push_back(kComplexWord); + i += major_step; + } + } + } + + int ResultIterator::LTRWordIndex() const { + int this_word_index = 0; + LTRResultIterator textline(*this); + textline.RestartRow(); + while (!textline.PositionedAtSameWord(it_)) { + this_word_index++; + textline.Next(RIL_WORD); + } + return this_word_index; + } + + void ResultIterator::MoveToLogicalStartOfWord() { + if (word_length_ == 0) { + BeginWord(0); + return; + } + GenericVector blob_order; + CalculateBlobOrder(&blob_order); + if (blob_order.size() == 0 || blob_order[0] == 0) return; + BeginWord(blob_order[0]); + } + + bool ResultIterator::IsAtFinalSymbolOfWord() const { + if (!it_->word()) return true; + GenericVector blob_order; + CalculateBlobOrder(&blob_order); + return blob_order.size() == 0 || blob_order.back() == blob_index_; + } + + bool ResultIterator::IsAtFirstSymbolOfWord() const { + if (!it_->word()) return true; + GenericVector blob_order; + CalculateBlobOrder(&blob_order); + return blob_order.size() == 0 || blob_order[0] == blob_index_; + } + + void ResultIterator::AppendSuffixMarks(STRING *text) const { + if (!it_->word()) return; + bool reading_direction_is_ltr = + current_paragraph_is_ltr_ ^ in_minor_direction_; + // scan forward to see what meta-information the word ordering algorithm + // left us. + // If this word is at the *end* of a minor run, insert the other + // direction's mark; else if this was a complex word, insert the + // current reading order's mark. + GenericVectorEqEq textline_order; + CalculateTextlineOrder(current_paragraph_is_ltr_, + *this, &textline_order); + int this_word_index = LTRWordIndex(); + int i = textline_order.get_index(this_word_index); + if (i < 0) return; + + int last_non_word_mark = 0; + for (i++; i < textline_order.size() && textline_order[i] < 0; i++) { + last_non_word_mark = textline_order[i]; + } + if (last_non_word_mark == kComplexWord) { + *text += reading_direction_is_ltr ? kLRM : kRLM; + } + else if (last_non_word_mark == kMinorRunEnd) { + if (current_paragraph_is_ltr_) { + *text += kLRM; + } + else { + *text += kRLM; + } + } + } + + void ResultIterator::MoveToLogicalStartOfTextline() { + GenericVectorEqEq word_indices; + RestartRow(); + CalculateTextlineOrder(current_paragraph_is_ltr_, + dynamic_cast(*this), + &word_indices); + int i = 0; + for (; i < word_indices.size() && word_indices[i] < 0; i++) { + if (word_indices[i] == kMinorRunStart) in_minor_direction_ = true; + else if (word_indices[i] == kMinorRunEnd) in_minor_direction_ = false; + } + if (in_minor_direction_) at_beginning_of_minor_run_ = true; + if (i >= word_indices.size()) return; + int first_word_index = word_indices[i]; + for (int j = 0; j < first_word_index; j++) { + PageIterator::Next(RIL_WORD); + } + MoveToLogicalStartOfWord(); + } + + void ResultIterator::Begin() { + LTRResultIterator::Begin(); + current_paragraph_is_ltr_ = CurrentParagraphIsLtr(); + in_minor_direction_ = false; + at_beginning_of_minor_run_ = false; + MoveToLogicalStartOfTextline(); + } + + bool ResultIterator::Next(PageIteratorLevel level) { + if (it_->block() == NULL) return false; // already at end! + switch (level) { + case RIL_BLOCK: // explicit fall-through + case RIL_PARA: // explicit fall-through + case RIL_TEXTLINE: + if (!PageIterator::Next(level)) return false; + if (IsWithinFirstTextlineOfParagraph()) { + // if we've advanced to a new paragraph, + // recalculate current_paragraph_is_ltr_ + current_paragraph_is_ltr_ = CurrentParagraphIsLtr(); + } + in_minor_direction_ = false; + MoveToLogicalStartOfTextline(); + return it_->block() != NULL; + case RIL_SYMBOL: + { + GenericVector blob_order; + CalculateBlobOrder(&blob_order); + int next_blob = 0; + while (next_blob < blob_order.size() && + blob_index_ != blob_order[next_blob]) + next_blob++; + next_blob++; + if (next_blob < blob_order.size()) { + // we're in the same word; simply advance one blob. + BeginWord(blob_order[next_blob]); + at_beginning_of_minor_run_ = false; + return true; + } + level = RIL_WORD; // we've fallen through to the next word. + } + case RIL_WORD: // explicit fall-through. + { + if (it_->word() == NULL) return Next(RIL_BLOCK); + GenericVectorEqEq word_indices; + int this_word_index = LTRWordIndex(); + CalculateTextlineOrder(current_paragraph_is_ltr_, + *this, + &word_indices); + int final_real_index = word_indices.size() - 1; + while (final_real_index > 0 && word_indices[final_real_index] < 0) + final_real_index--; + for (int i = 0; i < final_real_index; i++) { + if (word_indices[i] == this_word_index) { + int j = i + 1; + for (; j < final_real_index && word_indices[j] < 0; j++) { + if (word_indices[j] == kMinorRunStart) in_minor_direction_ = true; + if (word_indices[j] == kMinorRunEnd) in_minor_direction_ = false; + } + at_beginning_of_minor_run_ = (word_indices[j - 1] == kMinorRunStart); + // awesome, we move to word_indices[j] + if (BidiDebug(3)) { + tprintf("Next(RIL_WORD): %d -> %d\n", + this_word_index, word_indices[j]); + } + PageIterator::RestartRow(); + for (int k = 0; k < word_indices[j]; k++) { + PageIterator::Next(RIL_WORD); + } + MoveToLogicalStartOfWord(); + return true; + } + } + if (BidiDebug(3)) { + tprintf("Next(RIL_WORD): %d -> EOL\n", this_word_index); + } + // we're going off the end of the text line. + return Next(RIL_TEXTLINE); + } + } + ASSERT_HOST(false); // shouldn't happen. + return false; + } + + bool ResultIterator::IsAtBeginningOf(PageIteratorLevel level) const { + if (it_->block() == NULL) return false; // Already at the end! + if (it_->word() == NULL) return true; // In an image block. + if (level == RIL_SYMBOL) return true; // Always at beginning of a symbol. + + bool at_word_start = IsAtFirstSymbolOfWord(); + if (level == RIL_WORD) return at_word_start; + + ResultIterator line_start(*this); + // move to the first word in the line... + line_start.MoveToLogicalStartOfTextline(); + + bool at_textline_start = at_word_start && *line_start.it_ == *it_; + if (level == RIL_TEXTLINE) return at_textline_start; + + // now we move to the left-most word... + line_start.RestartRow(); + bool at_block_start = at_textline_start && + line_start.it_->block() != line_start.it_->prev_block(); + if (level == RIL_BLOCK) return at_block_start; + + bool at_para_start = at_block_start || + (at_textline_start && + line_start.it_->row()->row->para() != + line_start.it_->prev_row()->row->para()); + if (level == RIL_PARA) return at_para_start; + + ASSERT_HOST(false); // shouldn't happen. + return false; + } + + /** + * NOTE! This is an exact copy of PageIterator::IsAtFinalElement with the + * change that the variable next is now a ResultIterator instead of a + * PageIterator. + */ + bool ResultIterator::IsAtFinalElement(PageIteratorLevel level, + PageIteratorLevel element) const { + if (Empty(element)) return true; // Already at the end! + // The result is true if we step forward by element and find we are + // at the the end of the page or at beginning of *all* levels in: + // [level, element). + // When there is more than one level difference between element and level, + // we could for instance move forward one symbol and still be at the first + // word on a line, so we also have to be at the first symbol in a word. + ResultIterator next(*this); + next.Next(element); + if (next.Empty(element)) return true; // Reached the end of the page. + while (element > level) { + element = static_cast(element - 1); + if (!next.IsAtBeginningOf(element)) + return false; + } + return true; + } + + /** + * Returns the null terminated UTF-8 encoded text string for the current + * object at the given level. Use delete [] to free after use. + */ + char* ResultIterator::GetUTF8Text(PageIteratorLevel level) const { + if (it_->word() == NULL) return NULL; // Already at the end! + STRING text; + switch (level) { + case RIL_BLOCK: + { + ResultIterator pp(*this); + do { + pp.AppendUTF8ParagraphText(&text); + } while (pp.Next(RIL_PARA) && pp.it_->block() == it_->block()); + } + break; + case RIL_PARA: + AppendUTF8ParagraphText(&text); + break; + case RIL_TEXTLINE: + { + ResultIterator it(*this); + it.MoveToLogicalStartOfTextline(); + it.IterateAndAppendUTF8TextlineText(&text); + } + break; + case RIL_WORD: + AppendUTF8WordText(&text); + break; + case RIL_SYMBOL: + { + bool reading_direction_is_ltr = + current_paragraph_is_ltr_ ^ in_minor_direction_; + if (at_beginning_of_minor_run_) { + text += reading_direction_is_ltr ? kLRM : kRLM; + } + text = it_->word()->BestUTF8(blob_index_, !reading_direction_is_ltr); + if (IsAtFinalSymbolOfWord()) AppendSuffixMarks(&text); + } + break; + } + int length = text.length() + 1; + char* result = new char[length]; + strncpy(result, text.string(), length); + return result; + } + + void ResultIterator::AppendUTF8WordText(STRING *text) const { + if (!it_->word()) return; + ASSERT_HOST(it_->word()->best_choice != NULL); + bool reading_direction_is_ltr = + current_paragraph_is_ltr_ ^ in_minor_direction_; + if (at_beginning_of_minor_run_) { + *text += reading_direction_is_ltr ? kLRM : kRLM; + } + + GenericVector blob_order; + CalculateBlobOrder(&blob_order); + for (int i = 0; i < blob_order.size(); i++) { + *text += it_->word()->BestUTF8(blob_order[i], !reading_direction_is_ltr); + } + AppendSuffixMarks(text); + } + + void ResultIterator::IterateAndAppendUTF8TextlineText(STRING *text) { + if (Empty(RIL_WORD)) { + Next(RIL_WORD); + return; + } + if (BidiDebug(1)) { + GenericVectorEqEq textline_order; + GenericVector dirs; + CalculateTextlineOrder(current_paragraph_is_ltr_, + *this, &dirs, &textline_order); + tprintf("Strong Script dirs [%p/P=%s]: ", it_->row(), + current_paragraph_is_ltr_ ? "ltr" : "rtl"); + PrintScriptDirs(dirs); + tprintf("Logical textline order [%p/P=%s]: ", it_->row(), + current_paragraph_is_ltr_ ? "ltr" : "rtl"); + for (int i = 0; i < textline_order.size(); i++) { + tprintf("%d ", textline_order[i]); + } + tprintf("\n"); + } + + int words_appended = 0; + do { + int numSpaces = preserve_interword_spaces_ ? it_->word()->word->space() + : (words_appended > 0); + for (int i = 0; i < numSpaces; ++i) { + *text += " "; + } + AppendUTF8WordText(text); + words_appended++; + } while (Next(RIL_WORD) && !IsAtBeginningOf(RIL_TEXTLINE)); + if (BidiDebug(1)) { + tprintf("%d words printed\n", words_appended); + } + *text += line_separator_; + // If we just finished a paragraph, add an extra newline. + if (it_->block() == NULL || IsAtBeginningOf(RIL_PARA)) + *text += paragraph_separator_; + } + + void ResultIterator::AppendUTF8ParagraphText(STRING *text) const { + ResultIterator it(*this); + it.RestartParagraph(); + it.MoveToLogicalStartOfTextline(); + if (it.Empty(RIL_WORD)) return; + do { + it.IterateAndAppendUTF8TextlineText(text); + } while (it.it_->block() != NULL && !it.IsAtBeginningOf(RIL_PARA)); + } + + bool ResultIterator::BidiDebug(int min_level) const { + int debug_level = 1; + IntParam *p = ParamUtils::FindParam( + "bidi_debug", GlobalParams()->int_params, + tesseract_->params()->int_params); + if (p != NULL) debug_level = (inT32)(*p); + return debug_level >= min_level; + } + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccmain/resultiterator.h b/3rdparty/hgOCR/include/ccmain/resultiterator.h new file mode 100644 index 00000000..296d4e45 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/resultiterator.h @@ -0,0 +1,244 @@ +/////////////////////////////////////////////////////////////////////// +// File: resultiterator.h +// Description: Iterator for tesseract results that is capable of +// iterating in proper reading order over Bi Directional +// (e.g. mixed Hebrew and English) text. +// Author: David Eger +// Created: Fri May 27 13:58:06 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_RESULT_ITERATOR_H__ +#define TESSERACT_CCMAIN_RESULT_ITERATOR_H__ + +#include "platform.h" +#include "ltrresultiterator.h" + +template class GenericVector; +template class GenericVectorEqEq; +class BLOB_CHOICE_IT; +class WERD_RES; +class STRING; + +namespace tesseract { + + class Tesseract; + + class TESS_API ResultIterator : public LTRResultIterator { + public: + static ResultIterator *StartOfParagraph(const LTRResultIterator &resit); + + /** + * ResultIterator is copy constructible! + * The default copy constructor works just fine for us. + */ + virtual ~ResultIterator() {} + + // ============= Moving around within the page ============. + /** + * Moves the iterator to point to the start of the page to begin + * an iteration. + */ + virtual void Begin(); + + /** + * Moves to the start of the next object at the given level in the + * page hierarchy in the appropriate reading order and returns false if + * the end of the page was reached. + * NOTE that RIL_SYMBOL will skip non-text blocks, but all other + * PageIteratorLevel level values will visit each non-text block once. + * Think of non text blocks as containing a single para, with a single line, + * with a single imaginary word. + * Calls to Next with different levels may be freely intermixed. + * This function iterates words in right-to-left scripts correctly, if + * the appropriate language has been loaded into Tesseract. + */ + virtual bool Next(PageIteratorLevel level); + + /** + * IsAtBeginningOf() returns whether we're at the logical beginning of the + * given level. (as opposed to ResultIterator's left-to-right top-to-bottom + * order). Otherwise, this acts the same as PageIterator::IsAtBeginningOf(). + * For a full description, see pageiterator.h + */ + virtual bool IsAtBeginningOf(PageIteratorLevel level) const; + + /** + * Implement PageIterator's IsAtFinalElement correctly in a BiDi context. + * For instance, IsAtFinalElement(RIL_PARA, RIL_WORD) returns whether we + * point at the last word in a paragraph. See PageIterator for full comment. + */ + virtual bool IsAtFinalElement(PageIteratorLevel level, + PageIteratorLevel element) const; + + // ============= Accessing data ==============. + + /** + * Returns the null terminated UTF-8 encoded text string for the current + * object at the given level. Use delete [] to free after use. + */ + virtual char* GetUTF8Text(PageIteratorLevel level) const; + + /** + * Return whether the current paragraph's dominant reading direction + * is left-to-right (as opposed to right-to-left). + */ + bool ParagraphIsLtr() const; + + // ============= Exposed only for testing =============. + + /** + * Yields the reading order as a sequence of indices and (optional) + * meta-marks for a set of words (given left-to-right). + * The meta marks are passed as negative values: + * kMinorRunStart Start of minor direction text. + * kMinorRunEnd End of minor direction text. + * kComplexWord The next indexed word contains both left-to-right and + * right-to-left characters and was treated as neutral. + * + * For example, suppose we have five words in a text line, + * indexed [0,1,2,3,4] from the leftmost side of the text line. + * The following are all believable reading_orders: + * + * Left-to-Right (in ltr paragraph): + * { 0, 1, 2, 3, 4 } + * Left-to-Right (in rtl paragraph): + * { kMinorRunStart, 0, 1, 2, 3, 4, kMinorRunEnd } + * Right-to-Left (in rtl paragraph): + * { 4, 3, 2, 1, 0 } + * Left-to-Right except for an RTL phrase in words 2, 3 in an ltr paragraph: + * { 0, 1, kMinorRunStart, 3, 2, kMinorRunEnd, 4 } + */ + static void CalculateTextlineOrder( + bool paragraph_is_ltr, + const GenericVector &word_dirs, + GenericVectorEqEq *reading_order); + + static const int kMinorRunStart; + static const int kMinorRunEnd; + static const int kComplexWord; + + protected: + /** + * We presume the data associated with the given iterator will outlive us. + * NB: This is private because it does something that is non-obvious: + * it resets to the beginning of the paragraph instead of staying wherever + * resit might have pointed. + */ + TESS_LOCAL explicit ResultIterator(const LTRResultIterator &resit); + + private: + /** + * Calculates the current paragraph's dominant writing direction. + * Typically, members should use current_paragraph_ltr_ instead. + */ + bool CurrentParagraphIsLtr() const; + + /** + * Returns word indices as measured from resit->RestartRow() = index 0 + * for the reading order of words within a textline given an iterator + * into the middle of the text line. + * In addition to non-negative word indices, the following negative values + * may be inserted: + * kMinorRunStart Start of minor direction text. + * kMinorRunEnd End of minor direction text. + * kComplexWord The previous word contains both left-to-right and + * right-to-left characters and was treated as neutral. + */ + void CalculateTextlineOrder(bool paragraph_is_ltr, + const LTRResultIterator &resit, + GenericVectorEqEq *indices) const; + /** Same as above, but the caller's ssd gets filled in if ssd != NULL. */ + void CalculateTextlineOrder(bool paragraph_is_ltr, + const LTRResultIterator &resit, + GenericVector *ssd, + GenericVectorEqEq *indices) const; + + /** + * What is the index of the current word in a strict left-to-right reading + * of the row? + */ + int LTRWordIndex() const; + + /** + * Given an iterator pointing at a word, returns the logical reading order + * of blob indices for the word. + */ + void CalculateBlobOrder(GenericVector *blob_indices) const; + + /** Precondition: current_paragraph_is_ltr_ is set. */ + void MoveToLogicalStartOfTextline(); + + /** + * Precondition: current_paragraph_is_ltr_ and in_minor_direction_ + * are set. + */ + void MoveToLogicalStartOfWord(); + + /** Are we pointing at the final (reading order) symbol of the word? */ + bool IsAtFinalSymbolOfWord() const; + + /** Are we pointing at the first (reading order) symbol of the word? */ + bool IsAtFirstSymbolOfWord() const; + + /** + * Append any extra marks that should be appended to this word when printed. + * Mostly, these are Unicode BiDi control characters. + */ + void AppendSuffixMarks(STRING *text) const; + + /** Appends the current word in reading order to the given buffer.*/ + void AppendUTF8WordText(STRING *text) const; + + /** + * Appends the text of the current text line, *assuming this iterator is + * positioned at the beginning of the text line* This function + * updates the iterator to point to the first position past the text line. + * Each textline is terminated in a single newline character. + * If the textline ends a paragraph, it gets a second terminal newline. + */ + void IterateAndAppendUTF8TextlineText(STRING *text); + + /** + * Appends the text of the current paragraph in reading order + * to the given buffer. + * Each textline is terminated in a single newline character, and the + * paragraph gets an extra newline at the end. + */ + void AppendUTF8ParagraphText(STRING *text) const; + + /** Returns whether the bidi_debug flag is set to at least min_level. */ + bool BidiDebug(int min_level) const; + + bool current_paragraph_is_ltr_; + + /** + * Is the currently pointed-at character at the beginning of + * a minor-direction run? + */ + bool at_beginning_of_minor_run_; + + /** Is the currently pointed-at character in a minor-direction sequence? */ + bool in_minor_direction_; + + /** + * Should detected inter-word spaces be preserved, or "compressed" to a single + * space character (default behavior). + */ + bool preserve_interword_spaces_; + }; + +} // namespace tesseract. + +#endif // TESSERACT_CCMAIN_RESULT_ITERATOR_H__ diff --git a/3rdparty/hgOCR/include/ccmain/superscript.cpp b/3rdparty/hgOCR/include/ccmain/superscript.cpp new file mode 100644 index 00000000..85442744 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/superscript.cpp @@ -0,0 +1,619 @@ +/****************************************************************** + * File: superscript.cpp + * Description: Correction pass to fix superscripts and subscripts. + * Author: David Eger + * Created: Mon Mar 12 14:05:00 PDT 2012 + * + * (C) Copyright 2012, Google, Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "normalis.h" +#include "tesseractclass.h" + +static int LeadingUnicharsToChopped(WERD_RES *word, int num_unichars) { + int num_chopped = 0; + for (int i = 0; i < num_unichars; i++) + num_chopped += word->best_state[i]; + return num_chopped; +} + +static int TrailingUnicharsToChopped(WERD_RES *word, int num_unichars) { + int num_chopped = 0; + for (int i = 0; i < num_unichars; i++) + num_chopped += word->best_state[word->best_state.size() - 1 - i]; + return num_chopped; +} + + +namespace tesseract { + + /** + * Given a recognized blob, see if a contiguous collection of sub-pieces + * (chopped blobs) starting at its left might qualify as being a subscript + * or superscript letter based only on y position. Also do this for the + * right side. + */ + void YOutlierPieces(WERD_RES *word, int rebuilt_blob_index, + int super_y_bottom, int sub_y_top, + ScriptPos *leading_pos, int *num_leading_outliers, + ScriptPos *trailing_pos, int *num_trailing_outliers) { + ScriptPos sp_unused1, sp_unused2; + int unused1, unused2; + if (!leading_pos) leading_pos = &sp_unused1; + if (!num_leading_outliers) num_leading_outliers = &unused1; + if (!trailing_pos) trailing_pos = &sp_unused2; + if (!num_trailing_outliers) num_trailing_outliers = &unused2; + + *num_leading_outliers = *num_trailing_outliers = 0; + *leading_pos = *trailing_pos = SP_NORMAL; + + int chopped_start = LeadingUnicharsToChopped(word, rebuilt_blob_index); + int num_chopped_pieces = word->best_state[rebuilt_blob_index]; + ScriptPos last_pos = SP_NORMAL; + int trailing_outliers = 0; + for (int i = 0; i < num_chopped_pieces; i++) { + TBOX box = word->chopped_word->blobs[chopped_start + i]->bounding_box(); + ScriptPos pos = SP_NORMAL; + if (box.bottom() >= super_y_bottom) { + pos = SP_SUPERSCRIPT; + } + else if (box.top() <= sub_y_top) { + pos = SP_SUBSCRIPT; + } + if (pos == SP_NORMAL) { + if (trailing_outliers == i) { + *num_leading_outliers = trailing_outliers; + *leading_pos = last_pos; + } + trailing_outliers = 0; + } + else { + if (pos == last_pos) { + trailing_outliers++; + } + else { + trailing_outliers = 1; + } + } + last_pos = pos; + } + *num_trailing_outliers = trailing_outliers; + *trailing_pos = last_pos; + } + + /** + * Attempt to split off any high (or low) bits at the ends of the word with poor + * certainty and recognize them separately. If the certainty gets much better + * and other sanity checks pass, acccept. + * + * This superscript fix is meant to be called in the second pass of recognition + * when we have tried once and already have a preliminary answer for word. + * + * @return Whether we modified the given word. + */ + bool Tesseract::SubAndSuperscriptFix(WERD_RES *word) { + if (word->tess_failed || word->word->flag(W_REP_CHAR) || + !word->best_choice) { + return false; + } + int num_leading, num_trailing; + ScriptPos sp_leading, sp_trailing; + float leading_certainty, trailing_certainty; + float avg_certainty, unlikely_threshold; + + // Calculate the number of whole suspicious characters at the edges. + GetSubAndSuperscriptCandidates( + word, &num_leading, &sp_leading, &leading_certainty, + &num_trailing, &sp_trailing, &trailing_certainty, + &avg_certainty, &unlikely_threshold); + + const char *leading_pos = sp_leading == SP_SUBSCRIPT ? "sub" : "super"; + const char *trailing_pos = sp_trailing == SP_SUBSCRIPT ? "sub" : "super"; + + int num_blobs = word->best_choice->length(); + + // Calculate the remainder (partial characters) at the edges. + // This accounts for us having classified the best version of + // a word as [speaker?'] when it was instead [speaker.^{21}] + // (that is we accidentally thought the 2 was attached to the period). + int num_remainder_leading = 0, num_remainder_trailing = 0; + if (num_leading + num_trailing < num_blobs && unlikely_threshold < 0.0) { + int super_y_bottom = + kBlnBaselineOffset + kBlnXHeight * superscript_min_y_bottom; + int sub_y_top = + kBlnBaselineOffset + kBlnXHeight * subscript_max_y_top; + int last_word_char = num_blobs - 1 - num_trailing; + float last_char_certainty = word->best_choice->certainty(last_word_char); + if (word->best_choice->unichar_id(last_word_char) != 0 && + last_char_certainty <= unlikely_threshold) { + ScriptPos rpos; + YOutlierPieces(word, last_word_char, super_y_bottom, sub_y_top, + NULL, NULL, &rpos, &num_remainder_trailing); + if (num_trailing > 0 && rpos != sp_trailing) num_remainder_trailing = 0; + if (num_remainder_trailing > 0 && + last_char_certainty < trailing_certainty) { + trailing_certainty = last_char_certainty; + } + } + bool another_blob_available = (num_remainder_trailing == 0) || + num_leading + num_trailing + 1 < num_blobs; + int first_char_certainty = word->best_choice->certainty(num_leading); + if (another_blob_available && + word->best_choice->unichar_id(num_leading) != 0 && + first_char_certainty <= unlikely_threshold) { + ScriptPos lpos; + YOutlierPieces(word, num_leading, super_y_bottom, sub_y_top, + &lpos, &num_remainder_leading, NULL, NULL); + if (num_leading > 0 && lpos != sp_leading) num_remainder_leading = 0; + if (num_remainder_leading > 0 && + first_char_certainty < leading_certainty) { + leading_certainty = first_char_certainty; + } + } + } + + // If nothing to do, bail now. + if (num_leading + num_trailing + + num_remainder_leading + num_remainder_trailing == 0) { + return false; + } + + if (superscript_debug >= 1) { + tprintf("Candidate for superscript detection: %s (", + word->best_choice->unichar_string().string()); + if (num_leading || num_remainder_leading) { + tprintf("%d.%d %s-leading ", num_leading, num_remainder_leading, + leading_pos); + } + if (num_trailing || num_remainder_trailing) { + tprintf("%d.%d %s-trailing ", num_trailing, num_remainder_trailing, + trailing_pos); + } + tprintf(")\n"); + } + if (superscript_debug >= 3) { + word->best_choice->print(); + } + if (superscript_debug >= 2) { + tprintf(" Certainties -- Average: %.2f Unlikely thresh: %.2f ", + avg_certainty, unlikely_threshold); + if (num_leading) + tprintf("Orig. leading (min): %.2f ", leading_certainty); + if (num_trailing) + tprintf("Orig. trailing (min): %.2f ", trailing_certainty); + tprintf("\n"); + } + + // We've now calculated the number of rebuilt blobs we want to carve off. + // However, split_word() works from TBLOBs in chopped_word, so we need to + // convert to those. + int num_chopped_leading = + LeadingUnicharsToChopped(word, num_leading) + num_remainder_leading; + int num_chopped_trailing = + TrailingUnicharsToChopped(word, num_trailing) + num_remainder_trailing; + + int retry_leading = 0; + int retry_trailing = 0; + bool is_good = false; + WERD_RES *revised = TrySuperscriptSplits( + num_chopped_leading, leading_certainty, sp_leading, + num_chopped_trailing, trailing_certainty, sp_trailing, + word, &is_good, &retry_leading, &retry_trailing); + if (is_good) { + word->ConsumeWordResults(revised); + } + else if (retry_leading || retry_trailing) { + int retry_chopped_leading = + LeadingUnicharsToChopped(revised, retry_leading); + int retry_chopped_trailing = + TrailingUnicharsToChopped(revised, retry_trailing); + WERD_RES *revised2 = TrySuperscriptSplits( + retry_chopped_leading, leading_certainty, sp_leading, + retry_chopped_trailing, trailing_certainty, sp_trailing, + revised, &is_good, &retry_leading, &retry_trailing); + if (is_good) { + word->ConsumeWordResults(revised2); + } + delete revised2; + } + delete revised; + return is_good; + } + + /** + * Determine how many characters (rebuilt blobs) on each end of a given word + * might plausibly be superscripts so SubAndSuperscriptFix can try to + * re-recognize them. Even if we find no whole blobs at either end, + * we will set *unlikely_threshold to a certainty that might be used to + * select "bad enough" outlier characters. If *unlikely_threshold is set to 0, + * though, there's really no hope. + * + * @param[in] word The word to examine. + * @param[out] num_rebuilt_leading the number of rebuilt blobs at the start + * of the word which are all up or down and + * seem badly classified. + * @param[out] leading_pos "super" or "sub" (for debugging) + * @param[out] leading_certainty the worst certainty in the leading blobs. + * @param[out] num_rebuilt_trailing the number of rebuilt blobs at the end + * of the word which are all up or down and + * seem badly classified. + * @param[out] trailing_pos "super" or "sub" (for debugging) + * @param[out] trailing_certainty the worst certainty in the trailing blobs. + * @param[out] avg_certainty the average certainty of "normal" blobs in + * the word. + * @param[out] unlikely_threshold the threshold (on certainty) we used to + * select "bad enough" outlier characters. + */ + void Tesseract::GetSubAndSuperscriptCandidates(const WERD_RES *word, + int *num_rebuilt_leading, + ScriptPos *leading_pos, + float *leading_certainty, + int *num_rebuilt_trailing, + ScriptPos *trailing_pos, + float *trailing_certainty, + float *avg_certainty, + float *unlikely_threshold) { + *avg_certainty = *unlikely_threshold = 0.0f; + *num_rebuilt_leading = *num_rebuilt_trailing = 0; + *leading_certainty = *trailing_certainty = 0.0f; + + int super_y_bottom = + kBlnBaselineOffset + kBlnXHeight * superscript_min_y_bottom; + int sub_y_top = + kBlnBaselineOffset + kBlnXHeight * subscript_max_y_top; + + // Step one: Get an average certainty for "normally placed" characters. + + // Counts here are of blobs in the rebuild_word / unichars in best_choice. + *leading_pos = *trailing_pos = SP_NORMAL; + int leading_outliers = 0; + int trailing_outliers = 0; + int num_normal = 0; + float normal_certainty_total = 0.0f; + float worst_normal_certainty = 0.0f; + ScriptPos last_pos = SP_NORMAL; + int num_blobs = word->rebuild_word->NumBlobs(); + for (int b = 0; b < num_blobs; ++b) { + TBOX box = word->rebuild_word->blobs[b]->bounding_box(); + ScriptPos pos = SP_NORMAL; + if (box.bottom() >= super_y_bottom) { + pos = SP_SUPERSCRIPT; + } + else if (box.top() <= sub_y_top) { + pos = SP_SUBSCRIPT; + } + if (pos == SP_NORMAL) { + if (word->best_choice->unichar_id(b) != 0) { + float char_certainty = word->best_choice->certainty(b); + if (char_certainty < worst_normal_certainty) { + worst_normal_certainty = char_certainty; + } + num_normal++; + normal_certainty_total += char_certainty; + } + if (trailing_outliers == b) { + leading_outliers = trailing_outliers; + *leading_pos = last_pos; + } + trailing_outliers = 0; + } + else { + if (last_pos == pos) { + trailing_outliers++; + } + else { + trailing_outliers = 1; + } + } + last_pos = pos; + } + *trailing_pos = last_pos; + if (num_normal >= 3) { // throw out the worst as an outlier. + num_normal--; + normal_certainty_total -= worst_normal_certainty; + } + if (num_normal > 0) { + *avg_certainty = normal_certainty_total / num_normal; + *unlikely_threshold = superscript_worse_certainty * (*avg_certainty); + } + if (num_normal == 0 || + (leading_outliers == 0 && trailing_outliers == 0)) { + return; + } + + // Step two: Try to split off bits of the word that are both outliers + // and have much lower certainty than average + // Calculate num_leading and leading_certainty. + for (*leading_certainty = 0.0f, *num_rebuilt_leading = 0; + *num_rebuilt_leading < leading_outliers; + (*num_rebuilt_leading)++) { + float char_certainty = word->best_choice->certainty(*num_rebuilt_leading); + if (char_certainty > *unlikely_threshold) { + break; + } + if (char_certainty < *leading_certainty) { + *leading_certainty = char_certainty; + } + } + + // Calculate num_trailing and trailing_certainty. + for (*trailing_certainty = 0.0f, *num_rebuilt_trailing = 0; + *num_rebuilt_trailing < trailing_outliers; + (*num_rebuilt_trailing)++) { + int blob_idx = num_blobs - 1 - *num_rebuilt_trailing; + float char_certainty = word->best_choice->certainty(blob_idx); + if (char_certainty > *unlikely_threshold) { + break; + } + if (char_certainty < *trailing_certainty) { + *trailing_certainty = char_certainty; + } + } + } + + + /** + * Try splitting off the given number of (chopped) blobs from the front and + * back of the given word and recognizing the pieces. + * + * @param[in] num_chopped_leading how many chopped blobs from the left + * end of the word to chop off and try recognizing as a + * superscript (or subscript) + * @param[in] leading_certainty the (minimum) certainty had by the + * characters in the original leading section. + * @param[in] leading_pos "super" or "sub" (for debugging) + * @param[in] num_chopped_trailing how many chopped blobs from the right + * end of the word to chop off and try recognizing as a + * superscript (or subscript) + * @param[in] trailing_certainty the (minimum) certainty had by the + * characters in the original trailing section. + * @param[in] trailing_pos "super" or "sub" (for debugging) + * @param[in] word the word to try to chop up. + * @param[out] is_good do we believe our result? + * @param[out] retry_rebuild_leading, retry_rebuild_trailing + * If non-zero, and !is_good, then the caller may have luck trying + * to split the returned word with this number of (rebuilt) leading + * and trailing blobs / unichars. + * @return A word which is the result of re-recognizing as asked. + */ + WERD_RES *Tesseract::TrySuperscriptSplits( + int num_chopped_leading, float leading_certainty, ScriptPos leading_pos, + int num_chopped_trailing, float trailing_certainty, + ScriptPos trailing_pos, + WERD_RES *word, + bool *is_good, + int *retry_rebuild_leading, int *retry_rebuild_trailing) { + int num_chopped = word->chopped_word->NumBlobs(); + + *retry_rebuild_leading = *retry_rebuild_trailing = 0; + + // Chop apart the word into up to three pieces. + + BlamerBundle *bb0 = NULL; + BlamerBundle *bb1 = NULL; + WERD_RES *prefix = NULL; + WERD_RES *core = NULL; + WERD_RES *suffix = NULL; + if (num_chopped_leading > 0) { + prefix = new WERD_RES(*word); + split_word(prefix, num_chopped_leading, &core, &bb0); + } + else { + core = new WERD_RES(*word); + } + + if (num_chopped_trailing > 0) { + int split_pt = num_chopped - num_chopped_trailing - num_chopped_leading; + split_word(core, split_pt, &suffix, &bb1); + } + + // Recognize the pieces in turn. + int saved_cp_multiplier = classify_class_pruner_multiplier; + int saved_im_multiplier = classify_integer_matcher_multiplier; + if (prefix) { + // Turn off Tesseract's y-position penalties for the leading superscript. + classify_class_pruner_multiplier.set_value(0); + classify_integer_matcher_multiplier.set_value(0); + + // Adjust our expectations about the baseline for this prefix. + if (superscript_debug >= 3) { + tprintf(" recognizing first %d chopped blobs\n", num_chopped_leading); + } + recog_word_recursive(prefix); + if (superscript_debug >= 2) { + tprintf(" The leading bits look like %s %s\n", + ScriptPosToString(leading_pos), + prefix->best_choice->unichar_string().string()); + } + + // Restore the normal y-position penalties. + classify_class_pruner_multiplier.set_value(saved_cp_multiplier); + classify_integer_matcher_multiplier.set_value(saved_im_multiplier); + } + + if (superscript_debug >= 3) { + tprintf(" recognizing middle %d chopped blobs\n", + num_chopped - num_chopped_leading - num_chopped_trailing); + } + + if (suffix) { + // Turn off Tesseract's y-position penalties for the trailing superscript. + classify_class_pruner_multiplier.set_value(0); + classify_integer_matcher_multiplier.set_value(0); + + if (superscript_debug >= 3) { + tprintf(" recognizing last %d chopped blobs\n", num_chopped_trailing); + } + recog_word_recursive(suffix); + if (superscript_debug >= 2) { + tprintf(" The trailing bits look like %s %s\n", + ScriptPosToString(trailing_pos), + suffix->best_choice->unichar_string().string()); + } + + // Restore the normal y-position penalties. + classify_class_pruner_multiplier.set_value(saved_cp_multiplier); + classify_integer_matcher_multiplier.set_value(saved_im_multiplier); + } + + // Evaluate whether we think the results are believably better + // than what we already had. + bool good_prefix = !prefix || BelievableSuperscript( + superscript_debug >= 1, *prefix, + superscript_bettered_certainty * leading_certainty, + retry_rebuild_leading, NULL); + bool good_suffix = !suffix || BelievableSuperscript( + superscript_debug >= 1, *suffix, + superscript_bettered_certainty * trailing_certainty, + NULL, retry_rebuild_trailing); + + *is_good = good_prefix && good_suffix; + if (!*is_good && !*retry_rebuild_leading && !*retry_rebuild_trailing) { + // None of it is any good. Quit now. + delete core; + delete prefix; + delete suffix; + return NULL; + } + recog_word_recursive(core); + + // Now paste the results together into core. + if (suffix) { + suffix->SetAllScriptPositions(trailing_pos); + join_words(core, suffix, bb1); + } + if (prefix) { + prefix->SetAllScriptPositions(leading_pos); + join_words(prefix, core, bb0); + core = prefix; + prefix = NULL; + } + + if (superscript_debug >= 1) { + tprintf("%s superscript fix: %s\n", *is_good ? "ACCEPT" : "REJECT", + core->best_choice->unichar_string().string()); + } + return core; + } + + + /** + * Return whether this is believable superscript or subscript text. + * + * We insist that: + * + there are no punctuation marks. + * + there are no italics. + * + no normal-sized character is smaller than superscript_scaledown_ratio + * of what it ought to be, and + * + each character is at least as certain as certainty_threshold. + * + * @param[in] debug If true, spew debug output + * @param[in] word The word whose best_choice we're evaluating + * @param[in] certainty_threshold If any of the characters have less + * certainty than this, reject. + * @param[out] left_ok How many left-side characters were ok? + * @param[out] right_ok How many right-side characters were ok? + * @return Whether the complete best choice is believable as a superscript. + */ + bool Tesseract::BelievableSuperscript(bool debug, + const WERD_RES &word, + float certainty_threshold, + int *left_ok, + int *right_ok) const { + int initial_ok_run_count = 0; + int ok_run_count = 0; + float worst_certainty = 0.0f; + const WERD_CHOICE &wc = *word.best_choice; + + const UnicityTable& fontinfo_table = get_fontinfo_table(); + for (int i = 0; i < wc.length(); i++) { + TBLOB *blob = word.rebuild_word->blobs[i]; + UNICHAR_ID unichar_id = wc.unichar_id(i); + float char_certainty = wc.certainty(i); + bool bad_certainty = char_certainty < certainty_threshold; + bool is_punc = wc.unicharset()->get_ispunctuation(unichar_id); + bool is_italic = word.fontinfo && word.fontinfo->is_italic(); + BLOB_CHOICE *choice = word.GetBlobChoice(i); + if (choice && fontinfo_table.size() > 0) { + // Get better information from the specific choice, if available. + int font_id1 = choice->fontinfo_id(); + bool font1_is_italic = font_id1 >= 0 + ? fontinfo_table.get(font_id1).is_italic() : false; + int font_id2 = choice->fontinfo_id2(); + is_italic = font1_is_italic && + (font_id2 < 0 || fontinfo_table.get(font_id2).is_italic()); + } + + float height_fraction = 1.0f; + float char_height = blob->bounding_box().height(); + float normal_height = char_height; + if (wc.unicharset()->top_bottom_useful()) { + int min_bot, max_bot, min_top, max_top; + wc.unicharset()->get_top_bottom(unichar_id, + &min_bot, &max_bot, + &min_top, &max_top); + float hi_height = max_top - max_bot; + float lo_height = min_top - min_bot; + normal_height = (hi_height + lo_height) / 2; + if (normal_height >= kBlnXHeight) { + // Only ding characters that we have decent information for because + // they're supposed to be normal sized, not tiny specks or dashes. + height_fraction = char_height / normal_height; + } + } + bool bad_height = height_fraction < superscript_scaledown_ratio; + + if (debug) { + if (is_italic) { + tprintf(" Rejecting: superscript is italic.\n"); + } + if (is_punc) { + tprintf(" Rejecting: punctuation present.\n"); + } + const char *char_str = wc.unicharset()->id_to_unichar(unichar_id); + if (bad_certainty) { + tprintf(" Rejecting: don't believe character %s with certainty %.2f " + "which is less than threshold %.2f\n", char_str, + char_certainty, certainty_threshold); + } + if (bad_height) { + tprintf(" Rejecting: character %s seems too small @ %.2f versus " + "expected %.2f\n", char_str, char_height, normal_height); + } + } + if (bad_certainty || bad_height || is_punc || is_italic) { + if (ok_run_count == i) { + initial_ok_run_count = ok_run_count; + } + ok_run_count = 0; + } + else { + ok_run_count++; + } + if (char_certainty < worst_certainty) { + worst_certainty = char_certainty; + } + } + bool all_ok = ok_run_count == wc.length(); + if (all_ok && debug) { + tprintf(" Accept: worst revised certainty is %.2f\n", worst_certainty); + } + if (!all_ok) { + if (left_ok) *left_ok = initial_ok_run_count; + if (right_ok) *right_ok = ok_run_count; + } + return all_ok; + } + + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/tessbox.cpp b/3rdparty/hgOCR/include/ccmain/tessbox.cpp new file mode 100644 index 00000000..c5e5b886 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tessbox.cpp @@ -0,0 +1,82 @@ +/********************************************************************** + * File: tessbox.cpp (Formerly tessbox.c) + * Description: Black boxed Tess for developing a resaljet. + * Author: Ray Smith + * Created: Thu Apr 23 11:03:36 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#endif + +#include "mfoutline.h" +#include "tessbox.h" +#include "tesseractclass.h" + +#define EXTERN + + /** + * @name tess_segment_pass_n + * + * Segment a word using the pass_n conditions of the tess segmenter. + * @param pass_n pass number + * @param word word to do + */ + +namespace tesseract { + void Tesseract::tess_segment_pass_n(int pass_n, WERD_RES *word) { + int saved_enable_assoc = 0; + int saved_chop_enable = 0; + + if (word->word->flag(W_DONT_CHOP)) { + saved_enable_assoc = wordrec_enable_assoc; + saved_chop_enable = chop_enable; + wordrec_enable_assoc.set_value(0); + chop_enable.set_value(0); + } + if (pass_n == 1) + set_pass1(); + else + set_pass2(); + recog_word(word); + if (word->best_choice == NULL) + word->SetupFake(*word->uch_set); + if (word->word->flag(W_DONT_CHOP)) { + wordrec_enable_assoc.set_value(saved_enable_assoc); + chop_enable.set_value(saved_chop_enable); + } + } + + /** + * @name tess_acceptable_word + * + * @return true if the word is regarded as "good enough". + * @param word_choice after context + * @param raw_choice before context + */ + bool Tesseract::tess_acceptable_word(WERD_RES* word) { + return getDict().AcceptableResult(word); + } + + + /** + * @name tess_add_doc_word + * + * Add the given word to the document dictionary + */ + void Tesseract::tess_add_doc_word(WERD_CHOICE *word_choice) { + getDict().add_document_word(*word_choice); + } +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/tessbox.h b/3rdparty/hgOCR/include/ccmain/tessbox.h new file mode 100644 index 00000000..a96cbceb --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tessbox.h @@ -0,0 +1,28 @@ +/********************************************************************** + * File: tessbox.h (Formerly tessbox.h) + * Description: Black boxed Tess for developing a resaljet. + * Author: Ray Smith + * Created: Thu Apr 23 11:03:36 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSBOX_H +#define TESSBOX_H + +#include "ratngs.h" +#include "tesseractclass.h" + + // TODO(ocr-team): Delete this along with other empty header files. + +#endif diff --git a/3rdparty/hgOCR/include/ccmain/tessedit.cpp b/3rdparty/hgOCR/include/ccmain/tessedit.cpp new file mode 100644 index 00000000..e0483c17 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tessedit.cpp @@ -0,0 +1,501 @@ +/********************************************************************** + * File: tessedit.cpp (Formerly tessedit.c) + * Description: (Previously) Main program for merge of tess and editor. + * Now just code to load the language model and various + * engine-specific data files. + * Author: Ray Smith + * Created: Tue Jan 07 15:21:46 GMT 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "stderr.h" +#include "basedir.h" +#include "tessvars.h" +#include "control.h" +#include "reject.h" +#include "pageres.h" +#include "nwmain.h" +#include "pgedit.h" +#include "tprintf.h" +#include "tessedit.h" +#include "stopper.h" +#include "intmatcher.h" +#include "chop.h" +#include "efio.h" +#include "danerror.h" +#include "globals.h" +#include "tesseractclass.h" +#include "params.h" + +#define VARDIR "configs/" /*variables files */ + // config under api +#define API_CONFIG "configs/api_config" + +ETEXT_DESC *global_monitor = NULL; // progress monitor + +namespace tesseract { + + // Read a "config" file containing a set of variable, value pairs. + // Searches the standard places: tessdata/configs, tessdata/tessconfigs + // and also accepts a relative or absolute path name. + void Tesseract::read_config_file(const char *filename, + SetParamConstraint constraint) { + STRING path = datadir; + path += "configs/"; + path += filename; + FILE* fp; + if ((fp = fopen(path.string(), "rb")) != NULL) { + fclose(fp); + } + else { + path = datadir; + path += "tessconfigs/"; + path += filename; + if ((fp = fopen(path.string(), "rb")) != NULL) { + fclose(fp); + } + else { + path = filename; + } + } + ParamUtils::ReadParamsFile(path.string(), constraint, this->params()); + } + + // Returns false if a unicharset file for the specified language was not found + // or was invalid. + // This function initializes TessdataManager. After TessdataManager is + // no longer needed, TessdataManager::End() should be called. + // + // This function sets tessedit_oem_mode to the given OcrEngineMode oem, unless + // it is OEM_DEFAULT, in which case the value of the variable will be obtained + // from the language-specific config file (stored in [lang].traineddata), from + // the config files specified on the command line or left as the default + // OEM_TESSERACT_ONLY if none of the configs specify this variable. + bool Tesseract::init_tesseract_lang_data( + const char *arg0, const char *textbase, const char *language, + OcrEngineMode oem, char **configs, int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_non_debug_params) { + // Set the basename, compute the data directory. + main_setup(arg0, textbase); + + // Set the language data path prefix + lang = language != NULL ? language : "eng"; + language_data_path_prefix = datadir; + language_data_path_prefix += lang; + language_data_path_prefix += "."; + + // Initialize TessdataManager. + //STRING tessdata_path = language_data_path_prefix + kTrainedDataSuffix; + STRING tessdata_path = arg0; + if (!tessdata_manager.Init(tessdata_path.string(), + tessdata_manager_debug_level)) { + return false; + } + + // If a language specific config file (lang.config) exists, load it in. + if (tessdata_manager.SeekToStart(TESSDATA_LANG_CONFIG)) { + ParamUtils::ReadParamsFromFp( + tessdata_manager.GetDataFilePtr(), + tessdata_manager.GetEndOffset(TESSDATA_LANG_CONFIG), + SET_PARAM_CONSTRAINT_NONE, this->params()); + if (tessdata_manager_debug_level) { + tprintf("Loaded language config file\n"); + } + } + + SetParamConstraint set_params_constraint = set_only_non_debug_params ? + SET_PARAM_CONSTRAINT_NON_DEBUG_ONLY : SET_PARAM_CONSTRAINT_NONE; + // Load tesseract variables from config files. This is done after loading + // language-specific variables from [lang].traineddata file, so that custom + // config files can override values in [lang].traineddata file. + for (int i = 0; i < configs_size; ++i) { + read_config_file(configs[i], set_params_constraint); + } + + // Set params specified in vars_vec (done after setting params from config + // files, so that params in vars_vec can override those from files). + if (vars_vec != NULL && vars_values != NULL) { + for (int i = 0; i < vars_vec->size(); ++i) { + if (!ParamUtils::SetParam((*vars_vec)[i].string(), + (*vars_values)[i].string(), + set_params_constraint, this->params())) { + tprintf("Error setting param %s\n", (*vars_vec)[i].string()); + exit(1); + } + } + } + + if (((STRING &)tessedit_write_params_to_file).length() > 0) { + FILE *params_file = fopen(tessedit_write_params_to_file.string(), "wb"); + if (params_file != NULL) { + ParamUtils::PrintParams(params_file, this->params()); + fclose(params_file); + if (tessdata_manager_debug_level > 0) { + tprintf("Wrote parameters to %s\n", + tessedit_write_params_to_file.string()); + } + } + else { + tprintf("Failed to open %s for writing params.\n", + tessedit_write_params_to_file.string()); + } + } + + // Determine which ocr engine(s) should be loaded and used for recognition. + if (oem != OEM_DEFAULT) tessedit_ocr_engine_mode.set_value(oem); + if (tessdata_manager_debug_level) { + tprintf("Loading Tesseract/Cube with tessedit_ocr_engine_mode %d\n", + static_cast(tessedit_ocr_engine_mode)); + } + + // If we are only loading the config file (and so not planning on doing any + // recognition) then there's nothing else do here. + if (tessedit_init_config_only) { + if (tessdata_manager_debug_level) { + tprintf("Returning after loading config file\n"); + } + return true; + } + + // Load the unicharset + if (!tessdata_manager.SeekToStart(TESSDATA_UNICHARSET) || + !unicharset.load_from_file(tessdata_manager.GetDataFilePtr())) { + return false; + } + if (unicharset.size() > MAX_NUM_CLASSES) { + tprintf("Error: Size of unicharset is greater than MAX_NUM_CLASSES\n"); + return false; + } + if (tessdata_manager_debug_level) tprintf("Loaded unicharset\n"); + right_to_left_ = unicharset.major_right_to_left(); + + // Setup initial unichar ambigs table and read universal ambigs. + UNICHARSET encoder_unicharset; + encoder_unicharset.CopyFrom(unicharset); + unichar_ambigs.InitUnicharAmbigs(unicharset, use_ambigs_for_adaption); + unichar_ambigs.LoadUniversal(encoder_unicharset, &unicharset); + + if (!tessedit_ambigs_training && + tessdata_manager.SeekToStart(TESSDATA_AMBIGS)) { + TFile ambigs_file; + ambigs_file.Open(tessdata_manager.GetDataFilePtr(), + tessdata_manager.GetEndOffset(TESSDATA_AMBIGS) + 1); + unichar_ambigs.LoadUnicharAmbigs( + encoder_unicharset, + &ambigs_file, + ambigs_debug_level, use_ambigs_for_adaption, &unicharset); + if (tessdata_manager_debug_level) tprintf("Loaded ambigs\n"); + } + + // The various OcrEngineMode settings (see publictypes.h) determine which + // engine-specific data files need to be loaded. Currently everything needs + // the base tesseract data, which supplies other useful information, but + // alternative engines, such as cube and LSTM are optional. +#ifndef NO_CUBE_BUILD + if (tessedit_ocr_engine_mode == OEM_CUBE_ONLY) { + ASSERT_HOST(init_cube_objects(false, &tessdata_manager)); + if (tessdata_manager_debug_level) + tprintf("Loaded Cube w/out combiner\n"); + } + else if (tessedit_ocr_engine_mode == OEM_TESSERACT_CUBE_COMBINED) { + ASSERT_HOST(init_cube_objects(true, &tessdata_manager)); + if (tessdata_manager_debug_level) + tprintf("Loaded Cube with combiner\n"); + } +#endif + // Init ParamsModel. + // Load pass1 and pass2 weights (for now these two sets are the same, but in + // the future separate sets of weights can be generated). + for (int p = ParamsModel::PTRAIN_PASS1; + p < ParamsModel::PTRAIN_NUM_PASSES; ++p) { + language_model_->getParamsModel().SetPass( + static_cast(p)); + if (tessdata_manager.SeekToStart(TESSDATA_PARAMS_MODEL)) { + if (!language_model_->getParamsModel().LoadFromFp( + lang.string(), tessdata_manager.GetDataFilePtr(), + tessdata_manager.GetEndOffset(TESSDATA_PARAMS_MODEL))) { + return false; + } + } + } + if (tessdata_manager_debug_level) language_model_->getParamsModel().Print(); + + return true; + } + + // Helper returns true if the given string is in the vector of strings. + static bool IsStrInList(const STRING& str, + const GenericVector& str_list) { + for (int i = 0; i < str_list.size(); ++i) { + if (str_list[i] == str) + return true; + } + return false; + } + + // Parse a string of the form [~][+[~]]*. + // Langs with no prefix get appended to to_load, provided they + // are not in there already. + // Langs with ~ prefix get appended to not_to_load, provided they are not in + // there already. + void Tesseract::ParseLanguageString(const char* lang_str, + GenericVector* to_load, + GenericVector* not_to_load) { + STRING remains(lang_str); + while (remains.length() > 0) { + // Find the start of the lang code and which vector to add to. + const char* start = remains.string(); + while (*start == '+') + ++start; + GenericVector* target = to_load; + if (*start == '~') { + target = not_to_load; + ++start; + } + // Find the index of the end of the lang code in string start. + int end = strlen(start); + const char* plus = strchr(start, '+'); + if (plus != NULL && plus - start < end) + end = plus - start; + STRING lang_code(start); + lang_code.truncate_at(end); + STRING next(start + end); + remains = next; + // Check whether lang_code is already in the target vector and add. + if (!IsStrInList(lang_code, *target)) { + if (tessdata_manager_debug_level) + tprintf("Adding language '%s' to list\n", lang_code.string()); + target->push_back(lang_code); + } + } + } + + // Initialize for potentially a set of languages defined by the language + // string and recursively any additional languages required by any language + // traineddata file (via tessedit_load_sublangs in its config) that is loaded. + // See init_tesseract_internal for args. + int Tesseract::init_tesseract( + const char *arg0, const char *textbase, const char *language, + OcrEngineMode oem, char **configs, int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_non_debug_params) { + GenericVector langs_to_load; + GenericVector langs_not_to_load; + ParseLanguageString(language, &langs_to_load, &langs_not_to_load); + + sub_langs_.delete_data_pointers(); + sub_langs_.clear(); + // Find the first loadable lang and load into this. + // Add any languages that this language requires + bool loaded_primary = false; + // Load the rest into sub_langs_. + for (int lang_index = 0; lang_index < langs_to_load.size(); ++lang_index) { + if (!IsStrInList(langs_to_load[lang_index], langs_not_to_load)) { + const char *lang_str = langs_to_load[lang_index].string(); + Tesseract *tess_to_init; + if (!loaded_primary) { + tess_to_init = this; + } + else { + tess_to_init = new Tesseract; + } + + int result = tess_to_init->init_tesseract_internal( + arg0, textbase, lang_str, oem, configs, configs_size, + vars_vec, vars_values, set_only_non_debug_params); + + if (!loaded_primary) { + if (result < 0) { + tprintf("Failed loading language '%s'\n", lang_str); + } + else { + if (tessdata_manager_debug_level) + tprintf("Loaded language '%s' as main language\n", lang_str); + ParseLanguageString(tess_to_init->tessedit_load_sublangs.string(), + &langs_to_load, &langs_not_to_load); + loaded_primary = true; + } + } + else { + if (result < 0) { + tprintf("Failed loading language '%s'\n", lang_str); + delete tess_to_init; + } + else { + if (tessdata_manager_debug_level) + tprintf("Loaded language '%s' as secondary language\n", lang_str); + sub_langs_.push_back(tess_to_init); + // Add any languages that this language requires + ParseLanguageString(tess_to_init->tessedit_load_sublangs.string(), + &langs_to_load, &langs_not_to_load); + } + } + } + } + if (!loaded_primary) { + tprintf("Tesseract couldn't load any languages!\n"); + return -1; // Couldn't load any language! + } + if (!sub_langs_.empty()) { + // In multilingual mode word ratings have to be directly comparable, + // so use the same language model weights for all languages: + // use the primary language's params model if + // tessedit_use_primary_params_model is set, + // otherwise use default language model weights. + if (tessedit_use_primary_params_model) { + for (int s = 0; s < sub_langs_.size(); ++s) { + sub_langs_[s]->language_model_->getParamsModel().Copy( + this->language_model_->getParamsModel()); + } + tprintf("Using params model of the primary language\n"); + if (tessdata_manager_debug_level) { + this->language_model_->getParamsModel().Print(); + } + } + else { + this->language_model_->getParamsModel().Clear(); + for (int s = 0; s < sub_langs_.size(); ++s) { + sub_langs_[s]->language_model_->getParamsModel().Clear(); + } + if (tessdata_manager_debug_level) + tprintf("Using default language params\n"); + } + } + + SetupUniversalFontIds(); + return 0; + } + + // Common initialization for a single language. + // arg0 is the datapath for the tessdata directory, which could be the + // path of the tessdata directory with no trailing /, or (if tessdata + // lives in the same directory as the executable, the path of the executable, + // hence the name arg0. + // textbase is an optional output file basename (used only for training) + // language is the language code to load. + // oem controls which engine(s) will operate on the image + // configs (argv) is an array of config filenames to load variables from. + // May be NULL. + // configs_size (argc) is the number of elements in configs. + // vars_vec is an optional vector of variables to set. + // vars_values is an optional corresponding vector of values for the variables + // in vars_vec. + // If set_only_init_params is true, then only the initialization variables + // will be set. + int Tesseract::init_tesseract_internal( + const char *arg0, const char *textbase, const char *language, + OcrEngineMode oem, char **configs, int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_non_debug_params) { + if (!init_tesseract_lang_data(arg0, textbase, language, oem, configs, + configs_size, vars_vec, vars_values, + set_only_non_debug_params)) { + return -1; + } + if (tessedit_init_config_only) { + tessdata_manager.End(); + return 0; + } + // If only Cube will be used, skip loading Tesseract classifier's + // pre-trained templates. + bool init_tesseract_classifier = + (tessedit_ocr_engine_mode == OEM_TESSERACT_ONLY || + tessedit_ocr_engine_mode == OEM_TESSERACT_CUBE_COMBINED); + // If only Cube will be used and if it has its own Unicharset, + // skip initializing permuter and loading Tesseract Dawgs. + bool init_dict = + !(tessedit_ocr_engine_mode == OEM_CUBE_ONLY && + tessdata_manager.SeekToStart(TESSDATA_CUBE_UNICHARSET)); + program_editup(textbase, init_tesseract_classifier, init_dict); + tessdata_manager.End(); + return 0; //Normal exit + } + + // Helper builds the all_fonts table by adding new fonts from new_fonts. + static void CollectFonts(const UnicityTable& new_fonts, + UnicityTable* all_fonts) { + for (int i = 0; i < new_fonts.size(); ++i) { + // UnicityTable uniques as we go. + all_fonts->push_back(new_fonts.get(i)); + } + } + + // Helper assigns an id to lang_fonts using the index in all_fonts table. + static void AssignIds(const UnicityTable& all_fonts, + UnicityTable* lang_fonts) { + for (int i = 0; i < lang_fonts->size(); ++i) { + int index = all_fonts.get_id(lang_fonts->get(i)); + lang_fonts->get_mutable(i)->universal_id = index; + } + } + + // Set the universal_id member of each font to be unique among all + // instances of the same font loaded. + void Tesseract::SetupUniversalFontIds() { + // Note that we can get away with bitwise copying FontInfo in + // all_fonts, as it is a temporary structure and we avoid setting the + // delete callback. + UnicityTable all_fonts; + all_fonts.set_compare_callback(NewPermanentTessCallback(CompareFontInfo)); + + // Create the universal ID table. + CollectFonts(get_fontinfo_table(), &all_fonts); + for (int i = 0; i < sub_langs_.size(); ++i) { + CollectFonts(sub_langs_[i]->get_fontinfo_table(), &all_fonts); + } + // Assign ids from the table to each font table. + AssignIds(all_fonts, &get_fontinfo_table()); + for (int i = 0; i < sub_langs_.size(); ++i) { + AssignIds(all_fonts, &sub_langs_[i]->get_fontinfo_table()); + } + font_table_size_ = all_fonts.size(); + } + + // init the LM component + int Tesseract::init_tesseract_lm(const char *arg0, + const char *textbase, + const char *language) { + if (!init_tesseract_lang_data(arg0, textbase, language, OEM_TESSERACT_ONLY, + NULL, 0, NULL, NULL, false)) + return -1; + getDict().SetupForLoad(Dict::GlobalDawgCache()); + getDict().Load(tessdata_manager.GetDataFileName().string(), lang); + getDict().FinishLoad(); + tessdata_manager.End(); + return 0; + } + + void Tesseract::end_tesseract() { + end_recog(); + } + + /* Define command type identifiers */ + + enum CMD_EVENTS + { + ACTION_1_CMD_EVENT, + RECOG_WERDS, + RECOG_PSEUDO, + ACTION_2_CMD_EVENT + }; +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/tessedit.h b/3rdparty/hgOCR/include/ccmain/tessedit.h new file mode 100644 index 00000000..b4b85e43 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tessedit.h @@ -0,0 +1,29 @@ +/********************************************************************** + * File: tessedit.h (Formerly tessedit.h) + * Description: Main program for merge of tess and editor. + * Author: Ray Smith + * Created: Tue Jan 07 15:21:46 GMT 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSEDIT_H +#define TESSEDIT_H + +#include "blobs.h" +#include "pgedit.h" + + //progress monitor +extern ETEXT_DESC *global_monitor; + +#endif diff --git a/3rdparty/hgOCR/include/ccmain/tesseract_cube_combiner.cpp b/3rdparty/hgOCR/include/ccmain/tesseract_cube_combiner.cpp new file mode 100644 index 00000000..3e8db47d --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tesseract_cube_combiner.cpp @@ -0,0 +1,305 @@ +/********************************************************************** + * File: tesseract_cube_combiner.h + * Description: Declaration of the Tesseract & Cube results combiner Class + * Author: Ahmad Abdulkader + * Created: 2008 + * + * (C) Copyright 2008, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + // The TesseractCubeCombiner class provides the functionality of combining + // the recognition results of Tesseract and Cube at the word level + +#include +#include + +#include "tesseract_cube_combiner.h" + +#include "cube_object.h" +#include "cube_reco_context.h" +#include "cube_utils.h" +#include "neural_net.h" +#include "tesseractclass.h" +#include "word_altlist.h" + +namespace tesseract { + + TesseractCubeCombiner::TesseractCubeCombiner(CubeRecoContext *cube_cntxt) { + cube_cntxt_ = cube_cntxt; + combiner_net_ = NULL; + } + + TesseractCubeCombiner::~TesseractCubeCombiner() { + if (combiner_net_ != NULL) { + delete combiner_net_; + combiner_net_ = NULL; + } + } + + bool TesseractCubeCombiner::LoadCombinerNet() { + ASSERT_HOST(cube_cntxt_); + // Compute the path of the combiner net + string data_path; + cube_cntxt_->GetDataFilePath(&data_path); + string net_file_name = data_path + cube_cntxt_->Lang() + + ".tesseract_cube.nn"; + + // Return false if file does not exist + FILE *fp = fopen(net_file_name.c_str(), "rb"); + if (fp == NULL) + return false; + else + fclose(fp); + + // Load and validate net + combiner_net_ = NeuralNet::FromFile(net_file_name); + if (combiner_net_ == NULL) { + tprintf("Could not read combiner net file %s", net_file_name.c_str()); + return false; + } + else if (combiner_net_->out_cnt() != 2) { + tprintf("Invalid combiner net file %s! Output count != 2\n", + net_file_name.c_str()); + delete combiner_net_; + combiner_net_ = NULL; + return false; + } + return true; + } + + // Normalize a UTF-8 string. Converts the UTF-8 string to UTF32 and optionally + // strips punc and/or normalizes case and then converts back + string TesseractCubeCombiner::NormalizeString(const string &str, + bool remove_punc, + bool norm_case) { + // convert to UTF32 + string_32 str32; + CubeUtils::UTF8ToUTF32(str.c_str(), &str32); + // strip punc and normalize + string_32 new_str32; + for (int idx = 0; idx < str32.length(); idx++) { + // if no punc removal is required or not a punctuation character + if (!remove_punc || iswpunct(str32[idx]) == 0) { + char_32 norm_char = str32[idx]; + // normalize case if required + if (norm_case && iswalpha(norm_char)) { + norm_char = towlower(norm_char); + } + new_str32.push_back(norm_char); + } + } + // convert back to UTF8 + string new_str; + CubeUtils::UTF32ToUTF8(new_str32.c_str(), &new_str); + return new_str; + } + + // Compares 2 strings optionally ignoring punctuation + int TesseractCubeCombiner::CompareStrings(const string &str1, + const string &str2, + bool ignore_punc, + bool ignore_case) { + if (!ignore_punc && !ignore_case) { + return str1.compare(str2); + } + string norm_str1 = NormalizeString(str1, ignore_punc, ignore_case); + string norm_str2 = NormalizeString(str2, ignore_punc, ignore_case); + return norm_str1.compare(norm_str2); + } + + // Check if a string is a valid Tess dict word or not + bool TesseractCubeCombiner::ValidWord(const string &str) { + return (cube_cntxt_->TesseractObject()->getDict().valid_word(str.c_str()) + > 0); + } + + // Public method for computing the combiner features. The agreement + // output parameter will be true if both answers are identical, + // and false otherwise. + bool TesseractCubeCombiner::ComputeCombinerFeatures(const string &tess_str, + int tess_confidence, + CubeObject *cube_obj, + WordAltList *cube_alt_list, + vector *features, + bool *agreement) { + features->clear(); + *agreement = false; + if (cube_alt_list == NULL || cube_alt_list->AltCount() <= 0) + return false; + + // Get Cube's best string; return false if empty + char_32 *cube_best_str32 = cube_alt_list->Alt(0); + if (cube_best_str32 == NULL || CubeUtils::StrLen(cube_best_str32) < 1) + return false; + string cube_best_str; + int cube_best_cost = cube_alt_list->AltCost(0); + int cube_best_bigram_cost = 0; + bool cube_best_bigram_cost_valid = true; + if (cube_cntxt_->Bigrams()) + cube_best_bigram_cost = cube_cntxt_->Bigrams()-> + Cost(cube_best_str32, cube_cntxt_->CharacterSet()); + else + cube_best_bigram_cost_valid = false; + CubeUtils::UTF32ToUTF8(cube_best_str32, &cube_best_str); + + // Get Tesseract's UTF32 string + string_32 tess_str32; + CubeUtils::UTF8ToUTF32(tess_str.c_str(), &tess_str32); + + // Compute agreement flag + *agreement = (tess_str.compare(cube_best_str) == 0); + + // Get Cube's second best string; if empty, return false + char_32 *cube_next_best_str32; + string cube_next_best_str; + int cube_next_best_cost = WORST_COST; + if (cube_alt_list->AltCount() > 1) { + cube_next_best_str32 = cube_alt_list->Alt(1); + if (cube_next_best_str32 == NULL || + CubeUtils::StrLen(cube_next_best_str32) == 0) { + return false; + } + cube_next_best_cost = cube_alt_list->AltCost(1); + CubeUtils::UTF32ToUTF8(cube_next_best_str32, &cube_next_best_str); + } + // Rank of Tesseract's top result in Cube's alternate list + int tess_rank = 0; + for (tess_rank = 0; tess_rank < cube_alt_list->AltCount(); tess_rank++) { + string alt_str; + CubeUtils::UTF32ToUTF8(cube_alt_list->Alt(tess_rank), &alt_str); + if (alt_str == tess_str) + break; + } + + // Cube's cost for tesseract's result. Note that this modifies the + // state of cube_obj, including its alternate list by calling RecognizeWord() + int tess_cost = cube_obj->WordCost(tess_str.c_str()); + // Cube's bigram cost of Tesseract's string + int tess_bigram_cost = 0; + int tess_bigram_cost_valid = true; + if (cube_cntxt_->Bigrams()) + tess_bigram_cost = cube_cntxt_->Bigrams()-> + Cost(tess_str32.c_str(), cube_cntxt_->CharacterSet()); + else + tess_bigram_cost_valid = false; + + // Tesseract confidence + features->push_back(tess_confidence); + // Cube cost of Tesseract string + features->push_back(tess_cost); + // Cube Rank of Tesseract string + features->push_back(tess_rank); + // length of Tesseract OCR string + features->push_back(tess_str.length()); + // Tesseract OCR string in dictionary + features->push_back(ValidWord(tess_str)); + if (tess_bigram_cost_valid) { + // bigram cost of Tesseract string + features->push_back(tess_bigram_cost); + } + // Cube tess_cost of Cube best string + features->push_back(cube_best_cost); + // Cube tess_cost of Cube next best string + features->push_back(cube_next_best_cost); + // length of Cube string + features->push_back(cube_best_str.length()); + // Cube string in dictionary + features->push_back(ValidWord(cube_best_str)); + if (cube_best_bigram_cost_valid) { + // bigram cost of Cube string + features->push_back(cube_best_bigram_cost); + } + // case-insensitive string comparison, including punctuation + int compare_nocase_punc = CompareStrings(cube_best_str, + tess_str, false, true); + features->push_back(compare_nocase_punc == 0); + // case-sensitive string comparison, ignoring punctuation + int compare_case_nopunc = CompareStrings(cube_best_str, + tess_str, true, false); + features->push_back(compare_case_nopunc == 0); + // case-insensitive string comparison, ignoring punctuation + int compare_nocase_nopunc = CompareStrings(cube_best_str, + tess_str, true, true); + features->push_back(compare_nocase_nopunc == 0); + return true; + } + + // The CubeObject parameter is used for 2 purposes: 1) to retrieve + // cube's alt list, and 2) to compute cube's word cost for the + // tesseract result. The call to CubeObject::WordCost() modifies + // the object's alternate list, so previous state will be lost. + float TesseractCubeCombiner::CombineResults(WERD_RES *tess_res, + CubeObject *cube_obj) { + // If no combiner is loaded or the cube object is undefined, + // tesseract wins with probability 1.0 + if (combiner_net_ == NULL || cube_obj == NULL) { + tprintf("Cube WARNING (TesseractCubeCombiner::CombineResults): " + "Cube objects not initialized; defaulting to Tesseract\n"); + return 1.0; + } + + // Retrieve the alternate list from the CubeObject's current state. + // If the alt list empty, tesseract wins with probability 1.0 + WordAltList *cube_alt_list = cube_obj->AlternateList(); + if (cube_alt_list == NULL) + cube_alt_list = cube_obj->RecognizeWord(); + if (cube_alt_list == NULL || cube_alt_list->AltCount() <= 0) { + tprintf("Cube WARNING (TesseractCubeCombiner::CombineResults): " + "Cube returned no results; defaulting to Tesseract\n"); + return 1.0; + } + return CombineResults(tess_res, cube_obj, cube_alt_list); + } + + // The alt_list parameter is expected to have been extracted from the + // CubeObject that recognized the word to be combined. The cube_obj + // parameter passed may be either same instance or a separate instance to + // be used only by the combiner. In both cases, its alternate + // list will be modified by an internal call to RecognizeWord(). + float TesseractCubeCombiner::CombineResults(WERD_RES *tess_res, + CubeObject *cube_obj, + WordAltList *cube_alt_list) { + // If no combiner is loaded or the cube object is undefined, or the + // alt list is empty, tesseract wins with probability 1.0 + if (combiner_net_ == NULL || cube_obj == NULL || + cube_alt_list == NULL || cube_alt_list->AltCount() <= 0) { + tprintf("Cube WARNING (TesseractCubeCombiner::CombineResults): " + "Cube result cannot be retrieved; defaulting to Tesseract\n"); + return 1.0; + } + + // Tesseract result string, tesseract confidence, and cost of + // tesseract result according to cube + string tess_str = tess_res->best_choice->unichar_string().string(); + // Map certainty [-20.0, 0.0] to confidence [0, 100] + int tess_confidence = MIN(100, MAX(1, static_cast( + 100 + (5 * tess_res->best_choice->certainty())))); + + // Compute the combiner features. If feature computation fails or + // answers are identical, tesseract wins with probability 1.0 + vector features; + bool agreement; + bool combiner_success = ComputeCombinerFeatures(tess_str, tess_confidence, + cube_obj, cube_alt_list, + &features, &agreement); + if (!combiner_success || agreement) + return 1.0; + + // Classify combiner feature vector and return output (probability + // of tesseract class). + double net_out[2]; + if (!combiner_net_->FeedForward(&features[0], net_out)) + return 1.0; + return net_out[1]; + } +} diff --git a/3rdparty/hgOCR/include/ccmain/tesseract_cube_combiner.h b/3rdparty/hgOCR/include/ccmain/tesseract_cube_combiner.h new file mode 100644 index 00000000..c157d57b --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tesseract_cube_combiner.h @@ -0,0 +1,93 @@ +/********************************************************************** + * File: tesseract_cube_combiner.h + * Description: Declaration of the Tesseract & Cube results combiner Class + * Author: Ahmad Abdulkader + * Created: 2008 + * + * (C) Copyright 2008, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + // The TesseractCubeCombiner class provides the functionality of combining + // the recognition results of Tesseract and Cube at the word level + +#ifndef TESSERACT_CCMAIN_TESSERACT_CUBE_COMBINER_H +#define TESSERACT_CCMAIN_TESSERACT_CUBE_COMBINER_H + +#include +#include +#include "pageres.h" + +namespace tesseract { + + class CubeObject; + class NeuralNet; + class CubeRecoContext; + class WordAltList; + + class TesseractCubeCombiner { + public: + explicit TesseractCubeCombiner(CubeRecoContext *cube_cntxt); + virtual ~TesseractCubeCombiner(); + + // There are 2 public methods for combining the results of tesseract + // and cube. Both return the probability that the Tesseract result is + // correct. The difference between the two interfaces is in how the + // passed-in CubeObject is used. + + // The CubeObject parameter is used for 2 purposes: 1) to retrieve + // cube's alt list, and 2) to compute cube's word cost for the + // tesseract result. Both uses may modify the state of the + // CubeObject (including the BeamSearch state) with a call to + // RecognizeWord(). + float CombineResults(WERD_RES *tess_res, CubeObject *cube_obj); + + // The alt_list parameter is expected to have been extracted from the + // CubeObject that recognized the word to be combined. The cube_obj + // parameter passed in is a separate instance to be used only by + // the combiner. + float CombineResults(WERD_RES *tess_res, CubeObject *cube_obj, + WordAltList *alt_list); + + // Public method for computing the combiner features. The agreement + // output parameter will be true if both answers are identical, + // false otherwise. Modifies the cube_alt_list, so no assumptions + // should be made about its state upon return. + bool ComputeCombinerFeatures(const std::string &tess_res, + int tess_confidence, + CubeObject *cube_obj, + WordAltList *cube_alt_list, + std::vector *features, + bool *agreement); + + // Is the word valid according to Tesseract's language model + bool ValidWord(const std::string &str); + + // Loads the combiner neural network from file, using cube_cntxt_ + // to find path. + bool LoadCombinerNet(); + private: + // Normalize a UTF-8 string. Converts the UTF-8 string to UTF32 and optionally + // strips punc and/or normalizes case and then converts back + std::string NormalizeString(const std::string &str, bool remove_punc, bool norm_case); + + // Compares 2 strings after optionally normalizing them and or stripping + // punctuation + int CompareStrings(const std::string &str1, const std::string &str2, bool ignore_punc, + bool norm_case); + + NeuralNet *combiner_net_; // pointer to the combiner NeuralNet object + CubeRecoContext *cube_cntxt_; // used for language ID and data paths + }; +} + +#endif // TESSERACT_CCMAIN_TESSERACT_CUBE_COMBINER_H diff --git a/3rdparty/hgOCR/include/ccmain/tesseractclass.cpp b/3rdparty/hgOCR/include/ccmain/tesseractclass.cpp new file mode 100644 index 00000000..457471bb --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tesseractclass.cpp @@ -0,0 +1,769 @@ +/////////////////////////////////////////////////////////////////////// +// File: tesseractclass.cpp +// Description: The Tesseract class. It holds/owns everything needed +// to run Tesseract on a single language, and also a set of +// sub-Tesseracts to run sub-languages. For thread safety, *every* +// variable that was previously global or static (except for +// constant data, and some visual debugging flags) has been moved +// in here, directly, or indirectly. +// This makes it safe to run multiple Tesseracts in different +// threads in parallel, and keeps the different language +// instances separate. +// Some global functions remain, but they are isolated re-entrant +// functions that operate on their arguments. Functions that work +// on variable data have been moved to an appropriate class based +// mostly on the directory hierarchy. For more information see +// slide 6 of "2ArchitectureAndDataStructures" in +// https://drive.google.com/file/d/0B7l10Bj_LprhbUlIUFlCdGtDYkE/edit?usp=sharing +// Some global data and related functions still exist in the +// training-related code, but they don't interfere with normal +// recognition operation. +// Author: Ray Smith +// Created: Fri Mar 07 08:17:01 PST 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "tesseractclass.h" + +#include "allheaders.h" +#ifndef NO_CUBE_BUILD +#include "cube_reco_context.h" +#endif +#include "edgblob.h" +#include "equationdetect.h" +#include "globals.h" +#ifndef NO_CUBE_BUILD +#include "tesseract_cube_combiner.h" +#endif + +namespace tesseract { + + Tesseract::Tesseract() + : BOOL_MEMBER(tessedit_resegment_from_boxes, false, + "Take segmentation and labeling from box file", + this->params()), + BOOL_MEMBER(tessedit_resegment_from_line_boxes, false, + "Conversion of word/line box file to char box file", + this->params()), + BOOL_MEMBER(tessedit_train_from_boxes, false, + "Generate training data from boxed chars", this->params()), + BOOL_MEMBER(tessedit_make_boxes_from_boxes, false, + "Generate more boxes from boxed chars", this->params()), + BOOL_MEMBER(tessedit_dump_pageseg_images, false, + "Dump intermediate images made during page segmentation", + this->params()), + // The default for pageseg_mode is the old behaviour, so as not to + // upset anything that relies on that. + INT_MEMBER( + tessedit_pageseg_mode, PSM_SINGLE_BLOCK, + "Page seg mode: 0=osd only, 1=auto+osd, 2=auto, 3=col, 4=block," + " 5=line, 6=word, 7=char" + " (Values from PageSegMode enum in publictypes.h)", + this->params()), + INT_INIT_MEMBER(tessedit_ocr_engine_mode, tesseract::OEM_TESSERACT_ONLY, + "Which OCR engine(s) to run (Tesseract, Cube, both)." + " Defaults to loading and running only Tesseract" + " (no Cube,no combiner)." + " Values from OcrEngineMode enum in tesseractclass.h)", + this->params()), + STRING_MEMBER(tessedit_char_blacklist, "", + "Blacklist of chars not to recognize", this->params()), + STRING_MEMBER(tessedit_char_whitelist, "", + "Whitelist of chars to recognize", this->params()), + STRING_MEMBER(tessedit_char_unblacklist, "", + "List of chars to override tessedit_char_blacklist", + this->params()), + BOOL_MEMBER(tessedit_ambigs_training, false, + "Perform training for ambiguities", this->params()), + INT_MEMBER(pageseg_devanagari_split_strategy, + tesseract::ShiroRekhaSplitter::NO_SPLIT, + "Whether to use the top-line splitting process for Devanagari " + "documents while performing page-segmentation.", + this->params()), + INT_MEMBER(ocr_devanagari_split_strategy, + tesseract::ShiroRekhaSplitter::NO_SPLIT, + "Whether to use the top-line splitting process for Devanagari " + "documents while performing ocr.", + this->params()), + STRING_MEMBER(tessedit_write_params_to_file, "", + "Write all parameters to the given file.", this->params()), + BOOL_MEMBER(tessedit_adaption_debug, false, + "Generate and print debug" + " information for adaption", + this->params()), + INT_MEMBER(bidi_debug, 0, "Debug level for BiDi", this->params()), + INT_MEMBER(applybox_debug, 1, "Debug level", this->params()), + INT_MEMBER(applybox_page, 0, "Page number to apply boxes from", + this->params()), + STRING_MEMBER(applybox_exposure_pattern, ".exp", + "Exposure value follows" + " this pattern in the image filename. The name of the image" + " files are expected to be in the form" + " [lang].[fontname].exp[num].tif", + this->params()), + BOOL_MEMBER(applybox_learn_chars_and_char_frags_mode, false, + "Learn both character fragments (as is done in the" + " special low exposure mode) as well as unfragmented" + " characters.", + this->params()), + BOOL_MEMBER(applybox_learn_ngrams_mode, false, + "Each bounding box" + " is assumed to contain ngrams. Only learn the ngrams" + " whose outlines overlap horizontally.", + this->params()), + BOOL_MEMBER(tessedit_display_outwords, false, "Draw output words", + this->params()), + BOOL_MEMBER(tessedit_dump_choices, false, "Dump char choices", + this->params()), + BOOL_MEMBER(tessedit_timing_debug, false, "Print timing stats", + this->params()), + BOOL_MEMBER(tessedit_fix_fuzzy_spaces, true, + "Try to improve fuzzy spaces", this->params()), + BOOL_MEMBER(tessedit_unrej_any_wd, false, + "Don't bother with word plausibility", this->params()), + BOOL_MEMBER(tessedit_fix_hyphens, true, "Crunch double hyphens?", + this->params()), + BOOL_MEMBER(tessedit_redo_xheight, true, "Check/Correct x-height", + this->params()), + BOOL_MEMBER(tessedit_enable_doc_dict, true, + "Add words to the document dictionary", this->params()), + BOOL_MEMBER(tessedit_debug_fonts, false, "Output font info per char", + this->params()), + BOOL_MEMBER(tessedit_debug_block_rejection, false, "Block and Row stats", + this->params()), + BOOL_MEMBER(tessedit_enable_bigram_correction, true, + "Enable correction based on the word bigram dictionary.", + this->params()), + BOOL_MEMBER(tessedit_enable_dict_correction, false, + "Enable single word correction based on the dictionary.", + this->params()), + INT_MEMBER(tessedit_bigram_debug, 0, + "Amount of debug output for bigram correction.", + this->params()), + BOOL_MEMBER(enable_noise_removal, true, + "Remove and conditionally reassign small outlines when they" + " confuse layout analysis, determining diacritics vs noise", + this->params()), + INT_MEMBER(debug_noise_removal, 0, "Debug reassignment of small outlines", + this->params()), + // Worst (min) certainty, for which a diacritic is allowed to make the + // base + // character worse and still be included. + double_MEMBER(noise_cert_basechar, -8.0, + "Hingepoint for base char certainty", this->params()), + // Worst (min) certainty, for which a non-overlapping diacritic is allowed + // to make the base character worse and still be included. + double_MEMBER(noise_cert_disjoint, -1.0, + "Hingepoint for disjoint certainty", this->params()), + // Worst (min) certainty, for which a diacritic is allowed to make a new + // stand-alone blob. + double_MEMBER(noise_cert_punc, -3.0, + "Threshold for new punc char certainty", this->params()), + // Factor of certainty margin for adding diacritics to not count as worse. + double_MEMBER(noise_cert_factor, 0.375, + "Scaling on certainty diff from Hingepoint", + this->params()), + INT_MEMBER(noise_maxperblob, 8, "Max diacritics to apply to a blob", + this->params()), + INT_MEMBER(noise_maxperword, 16, "Max diacritics to apply to a word", + this->params()), + INT_MEMBER(debug_x_ht_level, 0, "Reestimate debug", this->params()), + BOOL_MEMBER(debug_acceptable_wds, false, "Dump word pass/fail chk", + this->params()), + STRING_MEMBER(chs_leading_punct, "('`\"", "Leading punctuation", + this->params()), + STRING_MEMBER(chs_trailing_punct1, ").,;:?!", "1st Trailing punctuation", + this->params()), + STRING_MEMBER(chs_trailing_punct2, ")'`\"", "2nd Trailing punctuation", + this->params()), + double_MEMBER(quality_rej_pc, 0.08, + "good_quality_doc lte rejection limit", this->params()), + double_MEMBER(quality_blob_pc, 0.0, + "good_quality_doc gte good blobs limit", this->params()), + double_MEMBER(quality_outline_pc, 1.0, + "good_quality_doc lte outline error limit", this->params()), + double_MEMBER(quality_char_pc, 0.95, + "good_quality_doc gte good char limit", this->params()), + INT_MEMBER(quality_min_initial_alphas_reqd, 2, "alphas in a good word", + this->params()), + INT_MEMBER(tessedit_tess_adaption_mode, 0x27, + "Adaptation decision algorithm for tess", this->params()), + BOOL_MEMBER(tessedit_minimal_rej_pass1, false, + "Do minimal rejection on pass 1 output", this->params()), + BOOL_MEMBER(tessedit_test_adaption, false, "Test adaption criteria", + this->params()), + BOOL_MEMBER(tessedit_matcher_log, false, "Log matcher activity", + this->params()), + INT_MEMBER(tessedit_test_adaption_mode, 3, + "Adaptation decision algorithm for tess", this->params()), + BOOL_MEMBER(test_pt, false, "Test for point", this->params()), + double_MEMBER(test_pt_x, 99999.99, "xcoord", this->params()), + double_MEMBER(test_pt_y, 99999.99, "ycoord", this->params()), + INT_MEMBER(paragraph_debug_level, 0, "Print paragraph debug info.", + this->params()), + BOOL_MEMBER(paragraph_text_based, true, + "Run paragraph detection on the post-text-recognition " + "(more accurate)", + this->params()), + INT_MEMBER(cube_debug_level, 0, "Print cube debug info.", this->params()), + STRING_MEMBER(outlines_odd, "%| ", "Non standard number of outlines", + this->params()), + STRING_MEMBER(outlines_2, "ij!?%\":;", "Non standard number of outlines", + this->params()), + BOOL_MEMBER(docqual_excuse_outline_errs, false, + "Allow outline errs in unrejection?", this->params()), + BOOL_MEMBER(tessedit_good_quality_unrej, true, + "Reduce rejection on good docs", this->params()), + BOOL_MEMBER(tessedit_use_reject_spaces, true, "Reject spaces?", + this->params()), + double_MEMBER(tessedit_reject_doc_percent, 65.00, + "%rej allowed before rej whole doc", this->params()), + double_MEMBER(tessedit_reject_block_percent, 45.00, + "%rej allowed before rej whole block", this->params()), + double_MEMBER(tessedit_reject_row_percent, 40.00, + "%rej allowed before rej whole row", this->params()), + double_MEMBER(tessedit_whole_wd_rej_row_percent, 70.00, + "Number of row rejects in whole word rejects" + "which prevents whole row rejection", + this->params()), + BOOL_MEMBER(tessedit_preserve_blk_rej_perfect_wds, true, + "Only rej partially rejected words in block rejection", + this->params()), + BOOL_MEMBER(tessedit_preserve_row_rej_perfect_wds, true, + "Only rej partially rejected words in row rejection", + this->params()), + BOOL_MEMBER(tessedit_dont_blkrej_good_wds, false, + "Use word segmentation quality metric", this->params()), + BOOL_MEMBER(tessedit_dont_rowrej_good_wds, false, + "Use word segmentation quality metric", this->params()), + INT_MEMBER(tessedit_preserve_min_wd_len, 2, + "Only preserve wds longer than this", this->params()), + BOOL_MEMBER(tessedit_row_rej_good_docs, true, + "Apply row rejection to good docs", this->params()), + double_MEMBER(tessedit_good_doc_still_rowrej_wd, 1.1, + "rej good doc wd if more than this fraction rejected", + this->params()), + BOOL_MEMBER(tessedit_reject_bad_qual_wds, true, + "Reject all bad quality wds", this->params()), + BOOL_MEMBER(tessedit_debug_doc_rejection, false, "Page stats", + this->params()), + BOOL_MEMBER(tessedit_debug_quality_metrics, false, + "Output data to debug file", this->params()), + BOOL_MEMBER(bland_unrej, false, "unrej potential with no chekcs", + this->params()), + double_MEMBER(quality_rowrej_pc, 1.1, + "good_quality_doc gte good char limit", this->params()), + BOOL_MEMBER(unlv_tilde_crunching, true, + "Mark v.bad words for tilde crunch", this->params()), + BOOL_MEMBER(hocr_font_info, false, "Add font info to hocr output", + this->params()), + BOOL_MEMBER(crunch_early_merge_tess_fails, true, "Before word crunch?", + this->params()), + BOOL_MEMBER(crunch_early_convert_bad_unlv_chs, false, + "Take out ~^ early?", this->params()), + double_MEMBER(crunch_terrible_rating, 80.0, "crunch rating lt this", + this->params()), + BOOL_MEMBER(crunch_terrible_garbage, true, "As it says", this->params()), + double_MEMBER(crunch_poor_garbage_cert, -9.0, + "crunch garbage cert lt this", this->params()), + double_MEMBER(crunch_poor_garbage_rate, 60, + "crunch garbage rating lt this", this->params()), + double_MEMBER(crunch_pot_poor_rate, 40, "POTENTIAL crunch rating lt this", + this->params()), + double_MEMBER(crunch_pot_poor_cert, -8.0, "POTENTIAL crunch cert lt this", + this->params()), + BOOL_MEMBER(crunch_pot_garbage, true, "POTENTIAL crunch garbage", + this->params()), + double_MEMBER(crunch_del_rating, 60, "POTENTIAL crunch rating lt this", + this->params()), + double_MEMBER(crunch_del_cert, -10.0, "POTENTIAL crunch cert lt this", + this->params()), + double_MEMBER(crunch_del_min_ht, 0.7, "Del if word ht lt xht x this", + this->params()), + double_MEMBER(crunch_del_max_ht, 3.0, "Del if word ht gt xht x this", + this->params()), + double_MEMBER(crunch_del_min_width, 3.0, + "Del if word width lt xht x this", this->params()), + double_MEMBER(crunch_del_high_word, 1.5, + "Del if word gt xht x this above bl", this->params()), + double_MEMBER(crunch_del_low_word, 0.5, + "Del if word gt xht x this below bl", this->params()), + double_MEMBER(crunch_small_outlines_size, 0.6, "Small if lt xht x this", + this->params()), + INT_MEMBER(crunch_rating_max, 10, "For adj length in rating per ch", + this->params()), + INT_MEMBER(crunch_pot_indicators, 1, + "How many potential indicators needed", this->params()), + BOOL_MEMBER(crunch_leave_ok_strings, true, "Don't touch sensible strings", + this->params()), + BOOL_MEMBER(crunch_accept_ok, true, "Use acceptability in okstring", + this->params()), + BOOL_MEMBER(crunch_leave_accept_strings, false, + "Don't pot crunch sensible strings", this->params()), + BOOL_MEMBER(crunch_include_numerals, false, "Fiddle alpha figures", + this->params()), + INT_MEMBER(crunch_leave_lc_strings, 4, + "Don't crunch words with long lower case strings", + this->params()), + INT_MEMBER(crunch_leave_uc_strings, 4, + "Don't crunch words with long lower case strings", + this->params()), + INT_MEMBER(crunch_long_repetitions, 3, + "Crunch words with long repetitions", this->params()), + INT_MEMBER(crunch_debug, 0, "As it says", this->params()), + INT_MEMBER(fixsp_non_noise_limit, 1, + "How many non-noise blbs either side?", this->params()), + double_MEMBER(fixsp_small_outlines_size, 0.28, "Small if lt xht x this", + this->params()), + BOOL_MEMBER(tessedit_prefer_joined_punct, false, + "Reward punctation joins", this->params()), + INT_MEMBER(fixsp_done_mode, 1, "What constitues done for spacing", + this->params()), + INT_MEMBER(debug_fix_space_level, 0, "Contextual fixspace debug", + this->params()), + STRING_MEMBER(numeric_punctuation, ".,", + "Punct. chs expected WITHIN numbers", this->params()), + INT_MEMBER(x_ht_acceptance_tolerance, 8, + "Max allowed deviation of blob top outside of font data", + this->params()), + INT_MEMBER(x_ht_min_change, 8, + "Min change in xht before actually trying it", this->params()), + INT_MEMBER(superscript_debug, 0, + "Debug level for sub & superscript fixer", this->params()), + double_MEMBER( + superscript_worse_certainty, 2.0, + "How many times worse " + "certainty does a superscript position glyph need to be for " + "us to try classifying it as a char with a different " + "baseline?", + this->params()), + double_MEMBER( + superscript_bettered_certainty, 0.97, + "What reduction in " + "badness do we think sufficient to choose a superscript " + "over what we'd thought. For example, a value of 0.6 means " + "we want to reduce badness of certainty by at least 40%", + this->params()), + double_MEMBER(superscript_scaledown_ratio, 0.4, + "A superscript scaled down more than this is unbelievably " + "small. For example, 0.3 means we expect the font size to " + "be no smaller than 30% of the text line font size.", + this->params()), + double_MEMBER(subscript_max_y_top, 0.5, + "Maximum top of a character measured as a multiple of " + "x-height above the baseline for us to reconsider whether " + "it's a subscript.", + this->params()), + double_MEMBER(superscript_min_y_bottom, 0.3, + "Minimum bottom of a character measured as a multiple of " + "x-height above the baseline for us to reconsider whether " + "it's a superscript.", + this->params()), + BOOL_MEMBER(tessedit_write_block_separators, false, + "Write block separators in output", this->params()), + BOOL_MEMBER(tessedit_write_rep_codes, false, "Write repetition char code", + this->params()), + BOOL_MEMBER(tessedit_write_unlv, false, "Write .unlv output file", + this->params()), + BOOL_MEMBER(tessedit_create_txt, false, "Write .txt output file", + this->params()), + BOOL_MEMBER(tessedit_create_hocr, false, "Write .html hOCR output file", + this->params()), + BOOL_MEMBER(tessedit_create_tsv, false, "Write .tsv output file", + this->params()), + BOOL_MEMBER(tessedit_create_pdf, false, "Write .pdf output file", + this->params()), + BOOL_MEMBER(textonly_pdf, false, "Create PDF with only one invisible text layer", + this->params()), + STRING_MEMBER(unrecognised_char, "|", + "Output char for unidentified blobs", this->params()), + INT_MEMBER(suspect_level, 99, "Suspect marker level", this->params()), + INT_MEMBER(suspect_space_level, 100, + "Min suspect level for rejecting spaces", this->params()), + INT_MEMBER(suspect_short_words, 2, + "Don't suspect dict wds longer than this", this->params()), + BOOL_MEMBER(suspect_constrain_1Il, false, "UNLV keep 1Il chars rejected", + this->params()), + double_MEMBER(suspect_rating_per_ch, 999.9, + "Don't touch bad rating limit", this->params()), + double_MEMBER(suspect_accept_rating, -999.9, "Accept good rating limit", + this->params()), + BOOL_MEMBER(tessedit_minimal_rejection, false, + "Only reject tess failures", this->params()), + BOOL_MEMBER(tessedit_zero_rejection, false, "Don't reject ANYTHING", + this->params()), + BOOL_MEMBER(tessedit_word_for_word, false, + "Make output have exactly one word per WERD", this->params()), + BOOL_MEMBER(tessedit_zero_kelvin_rejection, false, + "Don't reject ANYTHING AT ALL", this->params()), + BOOL_MEMBER(tessedit_consistent_reps, true, + "Force all rep chars the same", this->params()), + INT_MEMBER(tessedit_reject_mode, 0, "Rejection algorithm", + this->params()), + BOOL_MEMBER(tessedit_rejection_debug, false, "Adaption debug", + this->params()), + BOOL_MEMBER(tessedit_flip_0O, true, "Contextual 0O O0 flips", + this->params()), + double_MEMBER(tessedit_lower_flip_hyphen, 1.5, + "Aspect ratio dot/hyphen test", this->params()), + double_MEMBER(tessedit_upper_flip_hyphen, 1.8, + "Aspect ratio dot/hyphen test", this->params()), + BOOL_MEMBER(rej_trust_doc_dawg, false, + "Use DOC dawg in 11l conf. detector", this->params()), + BOOL_MEMBER(rej_1Il_use_dict_word, false, "Use dictword test", + this->params()), + BOOL_MEMBER(rej_1Il_trust_permuter_type, true, "Don't double check", + this->params()), + BOOL_MEMBER(rej_use_tess_accepted, true, "Individual rejection control", + this->params()), + BOOL_MEMBER(rej_use_tess_blanks, true, "Individual rejection control", + this->params()), + BOOL_MEMBER(rej_use_good_perm, true, "Individual rejection control", + this->params()), + BOOL_MEMBER(rej_use_sensible_wd, false, "Extend permuter check", + this->params()), + BOOL_MEMBER(rej_alphas_in_number_perm, false, "Extend permuter check", + this->params()), + double_MEMBER(rej_whole_of_mostly_reject_word_fract, 0.85, + "if >this fract", this->params()), + INT_MEMBER(tessedit_image_border, 2, "Rej blbs near image edge limit", + this->params()), + STRING_MEMBER(ok_repeated_ch_non_alphanum_wds, "-?*\075", + "Allow NN to unrej", this->params()), + STRING_MEMBER(conflict_set_I_l_1, "Il1[]", "Il1 conflict set", + this->params()), + INT_MEMBER(min_sane_x_ht_pixels, 8, "Reject any x-ht lt or eq than this", + this->params()), + BOOL_MEMBER(tessedit_create_boxfile, false, "Output text with boxes", + this->params()), + INT_MEMBER(tessedit_page_number, -1, + "-1 -> All pages" + " , else specifc page to process", + this->params()), + BOOL_MEMBER(tessedit_write_images, false, + "Capture the image from the IPE", this->params()), + BOOL_MEMBER(interactive_display_mode, false, "Run interactively?", + this->params()), + STRING_MEMBER(file_type, ".tif", "Filename extension", this->params()), + BOOL_MEMBER(tessedit_override_permuter, true, "According to dict_word", + this->params()), + INT_MEMBER(tessdata_manager_debug_level, 0, + "Debug level for" + " TessdataManager functions.", + this->params()), + STRING_MEMBER(tessedit_load_sublangs, "", + "List of languages to load with this one", this->params()), + BOOL_MEMBER(tessedit_use_primary_params_model, false, + "In multilingual mode use params model of the" + " primary language", + this->params()), + double_MEMBER(min_orientation_margin, 7.0, + "Min acceptable orientation margin", this->params()), + BOOL_MEMBER(textord_tabfind_show_vlines, false, "Debug line finding", + this->params()), + BOOL_MEMBER(textord_use_cjk_fp_model, FALSE, "Use CJK fixed pitch model", + this->params()), + BOOL_MEMBER(poly_allow_detailed_fx, false, + "Allow feature extractors to see the original outline", + this->params()), + BOOL_INIT_MEMBER(tessedit_init_config_only, false, + "Only initialize with the config file. Useful if the " + "instance is not going to be used for OCR but say only " + "for layout analysis.", + this->params()), + BOOL_MEMBER(textord_equation_detect, false, "Turn on equation detector", + this->params()), + BOOL_MEMBER(textord_tabfind_vertical_text, true, + "Enable vertical detection", this->params()), + BOOL_MEMBER(textord_tabfind_force_vertical_text, false, + "Force using vertical text page mode", this->params()), + double_MEMBER( + textord_tabfind_vertical_text_ratio, 0.5, + "Fraction of textlines deemed vertical to use vertical page " + "mode", + this->params()), + double_MEMBER( + textord_tabfind_aligned_gap_fraction, 0.75, + "Fraction of height used as a minimum gap for aligned blobs.", + this->params()), + INT_MEMBER(tessedit_parallelize, 0, "Run in parallel where possible", + this->params()), + BOOL_MEMBER(preserve_interword_spaces, false, + "Preserve multiple interword spaces", this->params()), + BOOL_MEMBER(include_page_breaks, FALSE, + "Include page separator string in output text after each " + "image/page.", + this->params()), + STRING_MEMBER(page_separator, "\f", + "Page separator (default is form feed control character)", + this->params()), + + // The following parameters were deprecated and removed from their + // original + // locations. The parameters are temporarily kept here to give Tesseract + // users a chance to updated their [lang].traineddata and config files + // without introducing failures during Tesseract initialization. + // TODO(ocr-team): remove these parameters from the code once we are + // reasonably sure that Tesseract users have updated their data files. + // + // BEGIN DEPRECATED PARAMETERS + BOOL_MEMBER(textord_tabfind_vertical_horizontal_mix, true, + "find horizontal lines such as headers in vertical page mode", + this->params()), + INT_MEMBER(tessedit_ok_mode, 5, "Acceptance decision algorithm", + this->params()), + BOOL_INIT_MEMBER(load_fixed_length_dawgs, true, + "Load fixed length dawgs" + " (e.g. for non-space delimited languages)", + this->params()), + INT_MEMBER(segment_debug, 0, "Debug the whole segmentation process", + this->params()), + BOOL_MEMBER(permute_debug, 0, "Debug char permutation process", + this->params()), + double_MEMBER(bestrate_pruning_factor, 2.0, + "Multiplying factor of" + " current best rate to prune other hypotheses", + this->params()), + BOOL_MEMBER(permute_script_word, 0, + "Turn on word script consistency permuter", this->params()), + BOOL_MEMBER(segment_segcost_rating, 0, + "incorporate segmentation cost in word rating?", + this->params()), + double_MEMBER(segment_reward_script, 0.95, + "Score multipler for script consistency within a word. " + "Being a 'reward' factor, it should be <= 1. " + "Smaller value implies bigger reward.", + this->params()), + BOOL_MEMBER(permute_fixed_length_dawg, 0, + "Turn on fixed-length phrasebook search permuter", + this->params()), + BOOL_MEMBER(permute_chartype_word, 0, + "Turn on character type (property) consistency permuter", + this->params()), + double_MEMBER(segment_reward_chartype, 0.97, + "Score multipler for char type consistency within a word. ", + this->params()), + double_MEMBER(segment_reward_ngram_best_choice, 0.99, + "Score multipler for ngram permuter's best choice" + " (only used in the Han script path).", + this->params()), + BOOL_MEMBER(ngram_permuter_activated, false, + "Activate character-level n-gram-based permuter", + this->params()), + BOOL_MEMBER(permute_only_top, false, "Run only the top choice permuter", + this->params()), + INT_MEMBER(language_model_fixed_length_choices_depth, 3, + "Depth of blob choice lists to explore" + " when fixed length dawgs are on", + this->params()), + BOOL_MEMBER(use_new_state_cost, FALSE, + "use new state cost heuristics for segmentation state" + " evaluation", + this->params()), + double_MEMBER(heuristic_segcost_rating_base, 1.25, + "base factor for adding segmentation cost into word rating." + "It's a multiplying factor, the larger the value above 1, " + "the bigger the effect of segmentation cost.", + this->params()), + double_MEMBER(heuristic_weight_rating, 1.0, + "weight associated with char rating in combined cost of" + "state", + this->params()), + double_MEMBER(heuristic_weight_width, 1000.0, + "weight associated with width evidence in combined cost of" + " state", + this->params()), + double_MEMBER(heuristic_weight_seamcut, 0.0, + "weight associated with seam cut in combined cost of state", + this->params()), + double_MEMBER(heuristic_max_char_wh_ratio, 2.0, + "max char width-to-height ratio allowed in segmentation", + this->params()), + BOOL_MEMBER(enable_new_segsearch, true, + "Enable new segmentation search path.", this->params()), + double_MEMBER(segsearch_max_fixed_pitch_char_wh_ratio, 2.0, + "Maximum character width-to-height ratio for" + " fixed-pitch fonts", + this->params()), + // END DEPRECATED PARAMETERS + + backup_config_file_(NULL), + pix_binary_(NULL), + cube_binary_(NULL), + pix_grey_(NULL), + pix_original_(NULL), + pix_thresholds_(NULL), + source_resolution_(0), + textord_(this), + right_to_left_(false), + scaled_color_(NULL), + scaled_factor_(-1), + deskew_(1.0f, 0.0f), + reskew_(1.0f, 0.0f), + most_recently_used_(this), + font_table_size_(0), +#ifndef NO_CUBE_BUILD + cube_cntxt_(NULL), + tess_cube_combiner_(NULL), +#endif + equ_detect_(NULL) { + } + + Tesseract::~Tesseract() { + Clear(); + pixDestroy(&pix_original_); + end_tesseract(); + sub_langs_.delete_data_pointers(); +#ifndef NO_CUBE_BUILD + // Delete cube objects. + if (cube_cntxt_ != NULL) { + delete cube_cntxt_; + cube_cntxt_ = NULL; + } + if (tess_cube_combiner_ != NULL) { + delete tess_cube_combiner_; + tess_cube_combiner_ = NULL; + } +#endif + } + + void Tesseract::Clear() { + pixDestroy(&pix_binary_); + pixDestroy(&cube_binary_); + pixDestroy(&pix_grey_); + pixDestroy(&pix_thresholds_); + pixDestroy(&scaled_color_); + deskew_ = FCOORD(1.0f, 0.0f); + reskew_ = FCOORD(1.0f, 0.0f); + splitter_.Clear(); + scaled_factor_ = -1; + for (int i = 0; i < sub_langs_.size(); ++i) + sub_langs_[i]->Clear(); + } + + void Tesseract::SetEquationDetect(EquationDetect* detector) { + equ_detect_ = detector; + equ_detect_->SetLangTesseract(this); + } + + // Clear all memory of adaption for this and all subclassifiers. + void Tesseract::ResetAdaptiveClassifier() { + ResetAdaptiveClassifierInternal(); + for (int i = 0; i < sub_langs_.size(); ++i) { + sub_langs_[i]->ResetAdaptiveClassifierInternal(); + } + } + + // Clear the document dictionary for this and all subclassifiers. + void Tesseract::ResetDocumentDictionary() { + getDict().ResetDocumentDictionary(); + for (int i = 0; i < sub_langs_.size(); ++i) { + sub_langs_[i]->getDict().ResetDocumentDictionary(); + } + } + + void Tesseract::SetBlackAndWhitelist() { + // Set the white and blacklists (if any) + unicharset.set_black_and_whitelist(tessedit_char_blacklist.string(), + tessedit_char_whitelist.string(), + tessedit_char_unblacklist.string()); + // Black and white lists should apply to all loaded classifiers. + for (int i = 0; i < sub_langs_.size(); ++i) { + sub_langs_[i]->unicharset.set_black_and_whitelist( + tessedit_char_blacklist.string(), tessedit_char_whitelist.string(), + tessedit_char_unblacklist.string()); + } + } + + // Perform steps to prepare underlying binary image/other data structures for + // page segmentation. + void Tesseract::PrepareForPageseg() { + textord_.set_use_cjk_fp_model(textord_use_cjk_fp_model); + pixDestroy(&cube_binary_); + cube_binary_ = pixClone(pix_binary()); + // Find the max splitter strategy over all langs. + ShiroRekhaSplitter::SplitStrategy max_pageseg_strategy = + static_cast( + static_cast(pageseg_devanagari_split_strategy)); + for (int i = 0; i < sub_langs_.size(); ++i) { + ShiroRekhaSplitter::SplitStrategy pageseg_strategy = + static_cast( + static_cast(sub_langs_[i]->pageseg_devanagari_split_strategy)); + if (pageseg_strategy > max_pageseg_strategy) + max_pageseg_strategy = pageseg_strategy; + // Clone the cube image to all the sub langs too. + pixDestroy(&sub_langs_[i]->cube_binary_); + sub_langs_[i]->cube_binary_ = pixClone(pix_binary()); + pixDestroy(&sub_langs_[i]->pix_binary_); + sub_langs_[i]->pix_binary_ = pixClone(pix_binary()); + } + // Perform shiro-rekha (top-line) splitting and replace the current image by + // the newly splitted image. + splitter_.set_orig_pix(pix_binary()); + splitter_.set_pageseg_split_strategy(max_pageseg_strategy); + if (splitter_.Split(true)) { + ASSERT_HOST(splitter_.splitted_image()); + pixDestroy(&pix_binary_); + pix_binary_ = pixClone(splitter_.splitted_image()); + } + } + + // Perform steps to prepare underlying binary image/other data structures for + // OCR. The current segmentation is required by this method. + // Note that this method resets pix_binary_ to the original binarized image, + // which may be different from the image actually used for OCR depending on the + // value of devanagari_ocr_split_strategy. + void Tesseract::PrepareForTessOCR(BLOCK_LIST* block_list, + Tesseract* osd_tess, OSResults* osr) { + // Find the max splitter strategy over all langs. + ShiroRekhaSplitter::SplitStrategy max_ocr_strategy = + static_cast( + static_cast(ocr_devanagari_split_strategy)); + for (int i = 0; i < sub_langs_.size(); ++i) { + ShiroRekhaSplitter::SplitStrategy ocr_strategy = + static_cast( + static_cast(sub_langs_[i]->ocr_devanagari_split_strategy)); + if (ocr_strategy > max_ocr_strategy) + max_ocr_strategy = ocr_strategy; + } + // Utilize the segmentation information available. + splitter_.set_segmentation_block_list(block_list); + splitter_.set_ocr_split_strategy(max_ocr_strategy); + // Run the splitter for OCR + bool split_for_ocr = splitter_.Split(false); + // Restore pix_binary to the binarized original pix for future reference. + ASSERT_HOST(splitter_.orig_pix()); + pixDestroy(&pix_binary_); + pix_binary_ = pixClone(splitter_.orig_pix()); + // If the pageseg and ocr strategies are different, refresh the block list + // (from the last SegmentImage call) with blobs from the real image to be used + // for OCR. + if (splitter_.HasDifferentSplitStrategies()) { + BLOCK block("", TRUE, 0, 0, 0, 0, pixGetWidth(pix_binary_), + pixGetHeight(pix_binary_)); + Pix* pix_for_ocr = split_for_ocr ? splitter_.splitted_image() : + splitter_.orig_pix(); + extract_edges(pix_for_ocr, &block); + splitter_.RefreshSegmentationWithNewBlobs(block.blob_list()); + } + // The splitter isn't needed any more after this, so save memory by clearing. + splitter_.Clear(); + } + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/tesseractclass.h b/3rdparty/hgOCR/include/ccmain/tesseractclass.h new file mode 100644 index 00000000..3355d107 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tesseractclass.h @@ -0,0 +1,1220 @@ +/////////////////////////////////////////////////////////////////////// +// File: tesseractclass.h +// Description: The Tesseract class. It holds/owns everything needed +// to run Tesseract on a single language, and also a set of +// sub-Tesseracts to run sub-languages. For thread safety, *every* +// global variable goes in here, directly, or indirectly. +// This makes it safe to run multiple Tesseracts in different +// threads in parallel, and keeps the different language +// instances separate. +// Author: Ray Smith +// Created: Fri Mar 07 08:17:01 PST 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_TESSERACTCLASS_H__ +#define TESSERACT_CCMAIN_TESSERACTCLASS_H__ + +#include "allheaders.h" +#include "control.h" +#include "docqual.h" +#include "devanagari_processing.h" +#include "genericvector.h" +#include "params.h" +#include "ocrclass.h" +#include "textord.h" +#include "wordrec.h" + +class BLOB_CHOICE_LIST_CLIST; +class BLOCK_LIST; +struct OSResults; +class PAGE_RES; +class PAGE_RES_IT; +struct Pix; +class ROW; +class SVMenuNode; +class TBOX; +class TO_BLOCK_LIST; +class WERD; +class WERD_CHOICE; +class WERD_RES; + + +// Top-level class for all tesseract global instance data. +// This class either holds or points to all data used by an instance +// of Tesseract, including the memory allocator. When this is +// complete, Tesseract will be thread-safe. UNTIL THEN, IT IS NOT! +// +// NOTE to developers: Do not create cyclic dependencies through this class! +// The directory dependency tree must remain a tree! The keep this clean, +// lower-level code (eg in ccutil, the bottom level) must never need to +// know about the content of a higher-level directory. +// The following scheme will grant the easiest access to lower-level +// global members without creating a cyclic dependency: +// +// Class Hierarchy (^ = inheritance): +// +// CCUtil (ccutil/ccutil.h) +// ^ Members include: UNICHARSET +// CUtil (cutil/cutil_class.h) +// ^ Members include: TBLOB*, TEXTBLOCK* +// CCStruct (ccstruct/ccstruct.h) +// ^ Members include: Image +// Classify (classify/classify.h) +// ^ Members include: Dict +// WordRec (wordrec/wordrec.h) +// ^ Members include: WERD*, DENORM* +// Tesseract (ccmain/tesseractclass.h) +// Members include: Pix*, CubeRecoContext*, +// TesseractCubeCombiner* +// +// Other important classes: +// +// TessBaseAPI (api/baseapi.h) +// Members include: BLOCK_LIST*, PAGE_RES*, +// Tesseract*, ImageThresholder* +// Dict (dict/dict.h) +// Members include: Image* (private) +// +// NOTE: that each level contains members that correspond to global +// data that is defined (and used) at that level, not necessarily where +// the type is defined so for instance: +// BOOL_VAR_H(textord_show_blobs, false, "Display unsorted blobs"); +// goes inside the Textord class, not the cc_util class. + +namespace tesseract { + + class ColumnFinder; +#ifndef NO_CUBE_BUILD + class CharSamp; + class CubeLineObject; + class CubeObject; + class CubeRecoContext; +#endif + class EquationDetect; + class Tesseract; +#ifndef NO_CUBE_BUILD + class TesseractCubeCombiner; +#endif + + // A collection of various variables for statistics and debugging. + struct TesseractStats { + TesseractStats() + : adaption_word_number(0), + doc_blob_quality(0), + doc_outline_errs(0), + doc_char_quality(0), + good_char_count(0), + doc_good_char_quality(0), + word_count(0), + dict_words(0), + tilde_crunch_written(false), + last_char_was_newline(true), + last_char_was_tilde(false), + write_results_empty_block(true) {} + + inT32 adaption_word_number; + inT16 doc_blob_quality; + inT16 doc_outline_errs; + inT16 doc_char_quality; + inT16 good_char_count; + inT16 doc_good_char_quality; + inT32 word_count; // count of word in the document + inT32 dict_words; // number of dicitionary words in the document + STRING dump_words_str; // accumulator used by dump_words() + // Flags used by write_results() + bool tilde_crunch_written; + bool last_char_was_newline; + bool last_char_was_tilde; + bool write_results_empty_block; + }; + + // Struct to hold all the pointers to relevant data for processing a word. + struct WordData { + WordData() : word(NULL), row(NULL), block(NULL), prev_word(NULL) {} + explicit WordData(const PAGE_RES_IT& page_res_it) + : word(page_res_it.word()), row(page_res_it.row()->row), + block(page_res_it.block()->block), prev_word(NULL) {} + WordData(BLOCK* block_in, ROW* row_in, WERD_RES* word_res) + : word(word_res), row(row_in), block(block_in), prev_word(NULL) {} + + WERD_RES* word; + ROW* row; + BLOCK* block; + WordData* prev_word; + PointerVector lang_words; + }; + + // Definition of a Tesseract WordRecognizer. The WordData provides the context + // of row/block, in_word holds an initialized, possibly pre-classified word, + // that the recognizer may or may not consume (but if so it sets *in_word=NULL) + // and produces one or more output words in out_words, which may be the + // consumed in_word, or may be generated independently. + // This api allows both a conventional tesseract classifier to work, or a + // line-level classifier that generates multiple words from a merged input. + typedef void (Tesseract::*WordRecognizer)(const WordData& word_data, + WERD_RES** in_word, + PointerVector* out_words); + + class Tesseract : public Wordrec { + public: + Tesseract(); + ~Tesseract(); + + // Clear as much used memory as possible without resetting the adaptive + // classifier or losing any other classifier data. + void Clear(); + // Clear all memory of adaption for this and all subclassifiers. + void ResetAdaptiveClassifier(); + // Clear the document dictionary for this and all subclassifiers. + void ResetDocumentDictionary(); + + // Set the equation detector. + void SetEquationDetect(EquationDetect* detector); + + // Simple accessors. + const FCOORD& reskew() const { + return reskew_; + } + // Destroy any existing pix and return a pointer to the pointer. + Pix** mutable_pix_binary() { + pixDestroy(&pix_binary_); + return &pix_binary_; + } + Pix* pix_binary() const { + return pix_binary_; + } + Pix* pix_grey() const { + return pix_grey_; + } + void set_pix_grey(Pix* grey_pix) { + pixDestroy(&pix_grey_); + pix_grey_ = grey_pix; + } + Pix* pix_original() const { return pix_original_; } + // Takes ownership of the given original_pix. + void set_pix_original(Pix* original_pix) { + pixDestroy(&pix_original_); + pix_original_ = original_pix; + } + // Returns a pointer to a Pix representing the best available (original) image + // of the page. Can be of any bit depth, but never color-mapped, as that has + // always been dealt with. Note that in grey and color, 0 is black and 255 is + // white. If the input was binary, then black is 1 and white is 0. + // To tell the difference pixGetDepth() will return 32, 8 or 1. + // In any case, the return value is a borrowed Pix, and should not be + // deleted or pixDestroyed. + Pix* BestPix() const { return pix_original_; } + void set_pix_thresholds(Pix* thresholds) { + pixDestroy(&pix_thresholds_); + pix_thresholds_ = thresholds; + } + int source_resolution() const { + return source_resolution_; + } + void set_source_resolution(int ppi) { + source_resolution_ = ppi; + } + int ImageWidth() const { + return pixGetWidth(pix_binary_); + } + int ImageHeight() const { + return pixGetHeight(pix_binary_); + } + Pix* scaled_color() const { + return scaled_color_; + } + int scaled_factor() const { + return scaled_factor_; + } + void SetScaledColor(int factor, Pix* color) { + scaled_factor_ = factor; + scaled_color_ = color; + } + const Textord& textord() const { + return textord_; + } + Textord* mutable_textord() { + return &textord_; + } + + bool right_to_left() const { + return right_to_left_; + } + int num_sub_langs() const { + return sub_langs_.size(); + } + Tesseract* get_sub_lang(int index) const { + return sub_langs_[index]; + } + // Returns true if any language uses Tesseract (as opposed to cube). + bool AnyTessLang() const { + if (tessedit_ocr_engine_mode != OEM_CUBE_ONLY) return true; + for (int i = 0; i < sub_langs_.size(); ++i) { + if (sub_langs_[i]->tessedit_ocr_engine_mode != OEM_CUBE_ONLY) + return true; + } + return false; + } + + void SetBlackAndWhitelist(); + + // Perform steps to prepare underlying binary image/other data structures for + // page segmentation. Uses the strategy specified in the global variable + // pageseg_devanagari_split_strategy for perform splitting while preparing for + // page segmentation. + void PrepareForPageseg(); + + // Perform steps to prepare underlying binary image/other data structures for + // Tesseract OCR. The current segmentation is required by this method. + // Uses the strategy specified in the global variable + // ocr_devanagari_split_strategy for performing splitting while preparing for + // Tesseract ocr. + void PrepareForTessOCR(BLOCK_LIST* block_list, + Tesseract* osd_tess, OSResults* osr); + + int SegmentPage(const STRING* input_file, BLOCK_LIST* blocks, + Tesseract* osd_tess, OSResults* osr); + void SetupWordScripts(BLOCK_LIST* blocks); + int AutoPageSeg(PageSegMode pageseg_mode, BLOCK_LIST* blocks, + TO_BLOCK_LIST* to_blocks, BLOBNBOX_LIST* diacritic_blobs, + Tesseract* osd_tess, OSResults* osr); + ColumnFinder* SetupPageSegAndDetectOrientation( + PageSegMode pageseg_mode, BLOCK_LIST* blocks, Tesseract* osd_tess, + OSResults* osr, TO_BLOCK_LIST* to_blocks, Pix** photo_mask_pix, + Pix** music_mask_pix); + // par_control.cpp + void PrerecAllWordsPar(const GenericVector& words); + + //// control.h ///////////////////////////////////////////////////////// + bool ProcessTargetWord(const TBOX& word_box, const TBOX& target_word_box, + const char* word_config, int pass); + // Sets up the words ready for whichever engine is to be run + void SetupAllWordsPassN(int pass_n, + const TBOX* target_word_box, + const char* word_config, + PAGE_RES* page_res, + GenericVector* words); + // Sets up the single word ready for whichever engine is to be run. + void SetupWordPassN(int pass_n, WordData* word); + // Runs word recognition on all the words. + bool RecogAllWordsPassN(int pass_n, ETEXT_DESC* monitor, + PAGE_RES_IT* pr_it, + GenericVector* words); + bool recog_all_words(PAGE_RES* page_res, + ETEXT_DESC* monitor, + const TBOX* target_word_box, + const char* word_config, + int dopasses); + void rejection_passes(PAGE_RES* page_res, + ETEXT_DESC* monitor, + const TBOX* target_word_box, + const char* word_config); + void bigram_correction_pass(PAGE_RES *page_res); + void blamer_pass(PAGE_RES* page_res); + // Sets script positions and detects smallcaps on all output words. + void script_pos_pass(PAGE_RES* page_res); + // Helper to recognize the word using the given (language-specific) tesseract. + // Returns positive if this recognizer found more new best words than the + // number kept from best_words. + int RetryWithLanguage(const WordData& word_data, + WordRecognizer recognizer, + WERD_RES** in_word, + PointerVector* best_words); + // Moves good-looking "noise"/diacritics from the reject list to the main + // blob list on the current word. Returns true if anything was done, and + // sets make_next_word_fuzzy if blob(s) were added to the end of the word. + bool ReassignDiacritics(int pass, PAGE_RES_IT* pr_it, + bool* make_next_word_fuzzy); + // Attempts to put noise/diacritic outlines into the blobs that they overlap. + // Input: a set of noisy outlines that probably belong to the real_word. + // Output: outlines that overlapped blobs are set to NULL and put back into + // the word, either in the blobs or in the reject list. + void AssignDiacriticsToOverlappingBlobs( + const GenericVector& outlines, int pass, WERD* real_word, + PAGE_RES_IT* pr_it, GenericVector* word_wanted, + GenericVector* overlapped_any_blob, + GenericVector* target_blobs); + // Attempts to assign non-overlapping outlines to their nearest blobs or + // make new blobs out of them. + void AssignDiacriticsToNewBlobs(const GenericVector& outlines, + int pass, WERD* real_word, PAGE_RES_IT* pr_it, + GenericVector* word_wanted, + GenericVector* target_blobs); + // Starting with ok_outlines set to indicate which outlines overlap the blob, + // chooses the optimal set (approximately) and returns true if any outlines + // are desired, in which case ok_outlines indicates which ones. + bool SelectGoodDiacriticOutlines(int pass, float certainty_threshold, + PAGE_RES_IT* pr_it, C_BLOB* blob, + const GenericVector& outlines, + int num_outlines, + GenericVector* ok_outlines); + // Classifies the given blob plus the outlines flagged by ok_outlines, undoes + // the inclusion of the outlines, and returns the certainty of the raw choice. + float ClassifyBlobPlusOutlines(const GenericVector& ok_outlines, + const GenericVector& outlines, + int pass_n, PAGE_RES_IT* pr_it, C_BLOB* blob, + STRING* best_str); + // Classifies the given blob (part of word_data->word->word) as an individual + // word, using languages, chopper etc, returning only the certainty of the + // best raw choice, and undoing all the work done to fake out the word. + float ClassifyBlobAsWord(int pass_n, PAGE_RES_IT* pr_it, C_BLOB* blob, + STRING* best_str, float* c2); + void classify_word_and_language(int pass_n, PAGE_RES_IT* pr_it, + WordData* word_data); + void classify_word_pass1(const WordData& word_data, + WERD_RES** in_word, + PointerVector* out_words); + void recog_pseudo_word(PAGE_RES* page_res, // blocks to check + TBOX &selection_box); + + void fix_rep_char(PAGE_RES_IT* page_res_it); + + ACCEPTABLE_WERD_TYPE acceptable_word_string(const UNICHARSET& char_set, + const char *s, + const char *lengths); + void match_word_pass_n(int pass_n, WERD_RES *word, ROW *row, BLOCK* block); + void classify_word_pass2(const WordData& word_data, + WERD_RES** in_word, + PointerVector* out_words); + void ReportXhtFixResult(bool accept_new_word, float new_x_ht, + WERD_RES* word, WERD_RES* new_word); + bool RunOldFixXht(WERD_RES *word, BLOCK* block, ROW *row); + bool TrainedXheightFix(WERD_RES *word, BLOCK* block, ROW *row); + // Runs recognition with the test baseline shift and x-height and returns true + // if there was an improvement in recognition result. + bool TestNewNormalization(int original_misfits, float baseline_shift, + float new_x_ht, WERD_RES *word, BLOCK* block, + ROW *row); + BOOL8 recog_interactive(PAGE_RES_IT* pr_it); + + // Set fonts of this word. + void set_word_fonts(WERD_RES *word); + void font_recognition_pass(PAGE_RES* page_res); + void dictionary_correction_pass(PAGE_RES* page_res); + BOOL8 check_debug_pt(WERD_RES *word, int location); + + //// superscript.cpp //////////////////////////////////////////////////// + bool SubAndSuperscriptFix(WERD_RES *word_res); + void GetSubAndSuperscriptCandidates(const WERD_RES *word, + int *num_rebuilt_leading, + ScriptPos *leading_pos, + float *leading_certainty, + int *num_rebuilt_trailing, + ScriptPos *trailing_pos, + float *trailing_certainty, + float *avg_certainty, + float *unlikely_threshold); + WERD_RES *TrySuperscriptSplits(int num_chopped_leading, + float leading_certainty, + ScriptPos leading_pos, + int num_chopped_trailing, + float trailing_certainty, + ScriptPos trailing_pos, + WERD_RES *word, + bool *is_good, + int *retry_leading, + int *retry_trailing); + bool BelievableSuperscript(bool debug, + const WERD_RES &word, + float certainty_threshold, + int *left_ok, + int *right_ok) const; + + //// cube_control.cpp /////////////////////////////////////////////////// +#ifndef NO_CUBE_BUILD + bool init_cube_objects(bool load_combiner, + TessdataManager *tessdata_manager); + // Iterates through tesseract's results and calls cube on each word, + // combining the results with the existing tesseract result. + void run_cube_combiner(PAGE_RES *page_res); + // Recognizes a single word using (only) cube. Compatible with + // Tesseract's classify_word_pass1/classify_word_pass2. + void cube_word_pass1(BLOCK* block, ROW *row, WERD_RES *word); + // Cube recognizer to recognize a single word as with classify_word_pass1 + // but also returns the cube object in case the combiner is needed. + CubeObject* cube_recognize_word(BLOCK* block, WERD_RES* word); + // Combines the cube and tesseract results for a single word, leaving the + // result in tess_word. + void cube_combine_word(CubeObject* cube_obj, WERD_RES* cube_word, + WERD_RES* tess_word); + // Call cube on the current word, and write the result to word. + // Sets up a fake result and returns false if something goes wrong. + bool cube_recognize(CubeObject *cube_obj, BLOCK* block, WERD_RES *word); + void fill_werd_res(const BoxWord& cube_box_word, + const char* cube_best_str, + WERD_RES* tess_werd_res); + bool extract_cube_state(CubeObject* cube_obj, int* num_chars, + Boxa** char_boxes, CharSamp*** char_samples); + bool create_cube_box_word(Boxa *char_boxes, int num_chars, + TBOX word_box, BoxWord* box_word); +#endif + //// output.h ////////////////////////////////////////////////////////// + + void output_pass(PAGE_RES_IT &page_res_it, const TBOX *target_word_box); + void write_results(PAGE_RES_IT &page_res_it, // full info + char newline_type, // type of newline + BOOL8 force_eol // override tilde crunch? + ); + void set_unlv_suspects(WERD_RES *word); + UNICHAR_ID get_rep_char(WERD_RES *word); // what char is repeated? + BOOL8 acceptable_number_string(const char *s, + const char *lengths); + inT16 count_alphanums(const WERD_CHOICE &word); + inT16 count_alphas(const WERD_CHOICE &word); + //// tessedit.h //////////////////////////////////////////////////////// + void read_config_file(const char *filename, SetParamConstraint constraint); + // Initialize for potentially a set of languages defined by the language + // string and recursively any additional languages required by any language + // traineddata file (via tessedit_load_sublangs in its config) that is loaded. + // See init_tesseract_internal for args. + int init_tesseract(const char *arg0, + const char *textbase, + const char *language, + OcrEngineMode oem, + char **configs, + int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_init_params); + int init_tesseract(const char *datapath, + const char *language, + OcrEngineMode oem) { + return init_tesseract(datapath, NULL, language, oem, + NULL, 0, NULL, NULL, false); + } + // Common initialization for a single language. + // arg0 is the datapath for the tessdata directory, which could be the + // path of the tessdata directory with no trailing /, or (if tessdata + // lives in the same directory as the executable, the path of the executable, + // hence the name arg0. + // textbase is an optional output file basename (used only for training) + // language is the language code to load. + // oem controls which engine(s) will operate on the image + // configs (argv) is an array of config filenames to load variables from. + // May be NULL. + // configs_size (argc) is the number of elements in configs. + // vars_vec is an optional vector of variables to set. + // vars_values is an optional corresponding vector of values for the variables + // in vars_vec. + // If set_only_init_params is true, then only the initialization variables + // will be set. + int init_tesseract_internal(const char *arg0, + const char *textbase, + const char *language, + OcrEngineMode oem, + char **configs, + int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_init_params); + + // Set the universal_id member of each font to be unique among all + // instances of the same font loaded. + void SetupUniversalFontIds(); + + int init_tesseract_lm(const char *arg0, + const char *textbase, + const char *language); + + void recognize_page(STRING& image_name); + void end_tesseract(); + + bool init_tesseract_lang_data(const char *arg0, + const char *textbase, + const char *language, + OcrEngineMode oem, + char **configs, + int configs_size, + const GenericVector *vars_vec, + const GenericVector *vars_values, + bool set_only_init_params); + + void ParseLanguageString(const char* lang_str, + GenericVector* to_load, + GenericVector* not_to_load); + + //// pgedit.h ////////////////////////////////////////////////////////// + SVMenuNode *build_menu_new(); +#ifndef GRAPHICS_DISABLED + void pgeditor_main(int width, int height, PAGE_RES* page_res); +#endif // GRAPHICS_DISABLED + void process_image_event( // action in image win + const SVEvent &event); + BOOL8 process_cmd_win_event( // UI command semantics + inT32 cmd_event, // which menu item? + char *new_value // any prompt data + ); + void debug_word(PAGE_RES* page_res, const TBOX &selection_box); + void do_re_display( + BOOL8(tesseract::Tesseract::*word_painter)(PAGE_RES_IT* pr_it)); + BOOL8 word_display(PAGE_RES_IT* pr_it); + BOOL8 word_bln_display(PAGE_RES_IT* pr_it); + BOOL8 word_blank_and_set_display(PAGE_RES_IT* pr_its); + BOOL8 word_set_display(PAGE_RES_IT* pr_it); + // #ifndef GRAPHICS_DISABLED + BOOL8 word_dumper(PAGE_RES_IT* pr_it); + // #endif // GRAPHICS_DISABLED + void blob_feature_display(PAGE_RES* page_res, const TBOX& selection_box); + //// reject.h ////////////////////////////////////////////////////////// + // make rej map for word + void make_reject_map(WERD_RES *word, ROW *row, inT16 pass); + BOOL8 one_ell_conflict(WERD_RES *word_res, BOOL8 update_map); + inT16 first_alphanum_index(const char *word, + const char *word_lengths); + inT16 first_alphanum_offset(const char *word, + const char *word_lengths); + inT16 alpha_count(const char *word, + const char *word_lengths); + BOOL8 word_contains_non_1_digit(const char *word, + const char *word_lengths); + void dont_allow_1Il(WERD_RES *word); + inT16 count_alphanums( //how many alphanums + WERD_RES *word); + void flip_0O(WERD_RES *word); + BOOL8 non_0_digit(const UNICHARSET& ch_set, UNICHAR_ID unichar_id); + BOOL8 non_O_upper(const UNICHARSET& ch_set, UNICHAR_ID unichar_id); + BOOL8 repeated_nonalphanum_wd(WERD_RES *word, ROW *row); + void nn_match_word( //Match a word + WERD_RES *word, + ROW *row); + void nn_recover_rejects(WERD_RES *word, ROW *row); + void set_done( //set done flag + WERD_RES *word, + inT16 pass); + inT16 safe_dict_word(const WERD_RES *werd_res); // is best_choice in dict? + void flip_hyphens(WERD_RES *word); + void reject_I_1_L(WERD_RES *word); + void reject_edge_blobs(WERD_RES *word); + void reject_mostly_rejects(WERD_RES *word); + //// adaptions.h /////////////////////////////////////////////////////// + BOOL8 word_adaptable( //should we adapt? + WERD_RES *word, + uinT16 mode); + + //// tfacepp.cpp /////////////////////////////////////////////////////// + void recog_word_recursive(WERD_RES* word); + void recog_word(WERD_RES *word); + void split_and_recog_word(WERD_RES* word); + void split_word(WERD_RES *word, + int split_pt, + WERD_RES **right_piece, + BlamerBundle **orig_blamer_bundle) const; + void join_words(WERD_RES *word, + WERD_RES *word2, + BlamerBundle *orig_bb) const; + //// fixspace.cpp /////////////////////////////////////////////////////// + BOOL8 digit_or_numeric_punct(WERD_RES *word, int char_position); + inT16 eval_word_spacing(WERD_RES_LIST &word_res_list); + void match_current_words(WERD_RES_LIST &words, ROW *row, BLOCK* block); + inT16 fp_eval_word_spacing(WERD_RES_LIST &word_res_list); + void fix_noisy_space_list(WERD_RES_LIST &best_perm, ROW *row, BLOCK* block); + void fix_fuzzy_space_list(WERD_RES_LIST &best_perm, ROW *row, BLOCK* block); + void fix_sp_fp_word(WERD_RES_IT &word_res_it, ROW *row, BLOCK* block); + void fix_fuzzy_spaces( //find fuzzy words + ETEXT_DESC *monitor, //progress monitor + inT32 word_count, //count of words in doc + PAGE_RES *page_res); + void dump_words(WERD_RES_LIST &perm, inT16 score, + inT16 mode, BOOL8 improved); + BOOL8 fixspace_thinks_word_done(WERD_RES *word); + inT16 worst_noise_blob(WERD_RES *word_res, float *worst_noise_score); + float blob_noise_score(TBLOB *blob); + void break_noisiest_blob_word(WERD_RES_LIST &words); + //// docqual.cpp //////////////////////////////////////////////////////// + GARBAGE_LEVEL garbage_word(WERD_RES *word, BOOL8 ok_dict_word); + BOOL8 potential_word_crunch(WERD_RES *word, + GARBAGE_LEVEL garbage_level, + BOOL8 ok_dict_word); + void tilde_crunch(PAGE_RES_IT &page_res_it); + void unrej_good_quality_words( //unreject potential + PAGE_RES_IT &page_res_it); + void doc_and_block_rejection( //reject big chunks + PAGE_RES_IT &page_res_it, + BOOL8 good_quality_doc); + void quality_based_rejection(PAGE_RES_IT &page_res_it, + BOOL8 good_quality_doc); + void convert_bad_unlv_chs(WERD_RES *word_res); + void tilde_delete(PAGE_RES_IT &page_res_it); + inT16 word_blob_quality(WERD_RES *word, ROW *row); + void word_char_quality(WERD_RES *word, ROW *row, inT16 *match_count, + inT16 *accepted_match_count); + void unrej_good_chs(WERD_RES *word, ROW *row); + inT16 count_outline_errs(char c, inT16 outline_count); + inT16 word_outline_errs(WERD_RES *word); + BOOL8 terrible_word_crunch(WERD_RES *word, GARBAGE_LEVEL garbage_level); + CRUNCH_MODE word_deletable(WERD_RES *word, inT16 &delete_mode); + inT16 failure_count(WERD_RES *word); + BOOL8 noise_outlines(TWERD *word); + //// pagewalk.cpp /////////////////////////////////////////////////////// + void + process_selected_words( + PAGE_RES* page_res, // blocks to check + //function to call + TBOX & selection_box, + BOOL8(tesseract::Tesseract::*word_processor)(PAGE_RES_IT* pr_it)); + //// tessbox.cpp /////////////////////////////////////////////////////// + void tess_add_doc_word( //test acceptability + WERD_CHOICE *word_choice //after context + ); + void tess_segment_pass_n(int pass_n, WERD_RES *word); + bool tess_acceptable_word(WERD_RES *word); + + //// applybox.cpp ////////////////////////////////////////////////////// + // Applies the box file based on the image name fname, and resegments + // the words in the block_list (page), with: + // blob-mode: one blob per line in the box file, words as input. + // word/line-mode: one blob per space-delimited unit after the #, and one word + // per line in the box file. (See comment above for box file format.) + // If find_segmentation is true, (word/line mode) then the classifier is used + // to re-segment words/lines to match the space-delimited truth string for + // each box. In this case, the input box may be for a word or even a whole + // text line, and the output words will contain multiple blobs corresponding + // to the space-delimited input string. + // With find_segmentation false, no classifier is needed, but the chopper + // can still be used to correctly segment touching characters with the help + // of the input boxes. + // In the returned PAGE_RES, the WERD_RES are setup as they would be returned + // from normal classification, ie. with a word, chopped_word, rebuild_word, + // seam_array, denorm, box_word, and best_state, but NO best_choice or + // raw_choice, as they would require a UNICHARSET, which we aim to avoid. + // Instead, the correct_text member of WERD_RES is set, and this may be later + // converted to a best_choice using CorrectClassifyWords. CorrectClassifyWords + // is not required before calling ApplyBoxTraining. + PAGE_RES* ApplyBoxes(const STRING& fname, bool find_segmentation, + BLOCK_LIST *block_list); + + // Any row xheight that is significantly different from the median is set + // to the median. + void PreenXHeights(BLOCK_LIST *block_list); + + // Builds a PAGE_RES from the block_list in the way required for ApplyBoxes: + // All fuzzy spaces are removed, and all the words are maximally chopped. + PAGE_RES* SetupApplyBoxes(const GenericVector& boxes, + BLOCK_LIST *block_list); + // Tests the chopper by exhaustively running chop_one_blob. + // The word_res will contain filled chopped_word, seam_array, denorm, + // box_word and best_state for the maximally chopped word. + void MaximallyChopWord(const GenericVector& boxes, + BLOCK* block, ROW* row, WERD_RES* word_res); + // Gather consecutive blobs that match the given box into the best_state + // and corresponding correct_text. + // Fights over which box owns which blobs are settled by pre-chopping and + // applying the blobs to box or next_box with the least non-overlap. + // Returns false if the box was in error, which can only be caused by + // failing to find an appropriate blob for a box. + // This means that occasionally, blobs may be incorrectly segmented if the + // chopper fails to find a suitable chop point. + bool ResegmentCharBox(PAGE_RES* page_res, const TBOX *prev_box, + const TBOX& box, const TBOX& next_box, + const char* correct_text); + // Consume all source blobs that strongly overlap the given box, + // putting them into a new word, with the correct_text label. + // Fights over which box owns which blobs are settled by + // applying the blobs to box or next_box with the least non-overlap. + // Returns false if the box was in error, which can only be caused by + // failing to find an overlapping blob for a box. + bool ResegmentWordBox(BLOCK_LIST *block_list, + const TBOX& box, const TBOX& next_box, + const char* correct_text); + // Resegments the words by running the classifier in an attempt to find the + // correct segmentation that produces the required string. + void ReSegmentByClassification(PAGE_RES* page_res); + // Converts the space-delimited string of utf8 text to a vector of UNICHAR_ID. + // Returns false if an invalid UNICHAR_ID is encountered. + bool ConvertStringToUnichars(const char* utf8, + GenericVector* class_ids); + // Resegments the word to achieve the target_text from the classifier. + // Returns false if the re-segmentation fails. + // Uses brute-force combination of up to kMaxGroupSize adjacent blobs, and + // applies a full search on the classifier results to find the best classified + // segmentation. As a compromise to obtain better recall, 1-1 ambigiguity + // substitutions ARE used. + bool FindSegmentation(const GenericVector& target_text, + WERD_RES* word_res); + // Recursive helper to find a match to the target_text (from text_index + // position) in the choices (from choices_pos position). + // Choices is an array of GenericVectors, of length choices_length, with each + // element representing a starting position in the word, and the + // GenericVector holding classification results for a sequence of consecutive + // blobs, with index 0 being a single blob, index 1 being 2 blobs etc. + void SearchForText(const GenericVector* choices, + int choices_pos, int choices_length, + const GenericVector& target_text, + int text_index, + float rating, GenericVector* segmentation, + float* best_rating, GenericVector* best_segmentation); + // Counts up the labelled words and the blobs within. + // Deletes all unused or emptied words, counting the unused ones. + // Resets W_BOL and W_EOL flags correctly. + // Builds the rebuild_word and rebuilds the box_word. + void TidyUp(PAGE_RES* page_res); + // Logs a bad box by line in the box file and box coords. + void ReportFailedBox(int boxfile_lineno, TBOX box, const char *box_ch, + const char *err_msg); + // Creates a fake best_choice entry in each WERD_RES with the correct text. + void CorrectClassifyWords(PAGE_RES* page_res); + // Call LearnWord to extract features for labelled blobs within each word. + // Features are stored in an internal buffer. + void ApplyBoxTraining(const STRING& fontname, PAGE_RES* page_res); + + //// fixxht.cpp /////////////////////////////////////////////////////// + // Returns the number of misfit blob tops in this word. + int CountMisfitTops(WERD_RES *word_res); + // Returns a new x-height in pixels (original image coords) that is + // maximally compatible with the result in word_res. + // Returns 0.0f if no x-height is found that is better than the current + // estimate. + float ComputeCompatibleXheight(WERD_RES *word_res, float* baseline_shift); + //// Data members /////////////////////////////////////////////////////// + // TODO(ocr-team): Find and remove obsolete parameters. + BOOL_VAR_H(tessedit_resegment_from_boxes, false, + "Take segmentation and labeling from box file"); + BOOL_VAR_H(tessedit_resegment_from_line_boxes, false, + "Conversion of word/line box file to char box file"); + BOOL_VAR_H(tessedit_train_from_boxes, false, + "Generate training data from boxed chars"); + BOOL_VAR_H(tessedit_make_boxes_from_boxes, false, + "Generate more boxes from boxed chars"); + BOOL_VAR_H(tessedit_dump_pageseg_images, false, + "Dump intermediate images made during page segmentation"); + INT_VAR_H(tessedit_pageseg_mode, PSM_SINGLE_BLOCK, + "Page seg mode: 0=osd only, 1=auto+osd, 2=auto, 3=col, 4=block," + " 5=line, 6=word, 7=char" + " (Values from PageSegMode enum in publictypes.h)"); + INT_VAR_H(tessedit_ocr_engine_mode, tesseract::OEM_TESSERACT_ONLY, + "Which OCR engine(s) to run (Tesseract, Cube, both). Defaults" + " to loading and running only Tesseract (no Cube, no combiner)." + " (Values from OcrEngineMode enum in tesseractclass.h)"); + STRING_VAR_H(tessedit_char_blacklist, "", + "Blacklist of chars not to recognize"); + STRING_VAR_H(tessedit_char_whitelist, "", + "Whitelist of chars to recognize"); + STRING_VAR_H(tessedit_char_unblacklist, "", + "List of chars to override tessedit_char_blacklist"); + BOOL_VAR_H(tessedit_ambigs_training, false, + "Perform training for ambiguities"); + INT_VAR_H(pageseg_devanagari_split_strategy, + tesseract::ShiroRekhaSplitter::NO_SPLIT, + "Whether to use the top-line splitting process for Devanagari " + "documents while performing page-segmentation."); + INT_VAR_H(ocr_devanagari_split_strategy, + tesseract::ShiroRekhaSplitter::NO_SPLIT, + "Whether to use the top-line splitting process for Devanagari " + "documents while performing ocr."); + STRING_VAR_H(tessedit_write_params_to_file, "", + "Write all parameters to the given file."); + BOOL_VAR_H(tessedit_adaption_debug, false, + "Generate and print debug information for adaption"); + INT_VAR_H(bidi_debug, 0, "Debug level for BiDi"); + INT_VAR_H(applybox_debug, 1, "Debug level"); + INT_VAR_H(applybox_page, 0, "Page number to apply boxes from"); + STRING_VAR_H(applybox_exposure_pattern, ".exp", + "Exposure value follows this pattern in the image" + " filename. The name of the image files are expected" + " to be in the form [lang].[fontname].exp[num].tif"); + BOOL_VAR_H(applybox_learn_chars_and_char_frags_mode, false, + "Learn both character fragments (as is done in the" + " special low exposure mode) as well as unfragmented" + " characters."); + BOOL_VAR_H(applybox_learn_ngrams_mode, false, + "Each bounding box is assumed to contain ngrams. Only" + " learn the ngrams whose outlines overlap horizontally."); + BOOL_VAR_H(tessedit_display_outwords, false, "Draw output words"); + BOOL_VAR_H(tessedit_dump_choices, false, "Dump char choices"); + BOOL_VAR_H(tessedit_timing_debug, false, "Print timing stats"); + BOOL_VAR_H(tessedit_fix_fuzzy_spaces, true, + "Try to improve fuzzy spaces"); + BOOL_VAR_H(tessedit_unrej_any_wd, false, + "Don't bother with word plausibility"); + BOOL_VAR_H(tessedit_fix_hyphens, true, "Crunch double hyphens?"); + BOOL_VAR_H(tessedit_redo_xheight, true, "Check/Correct x-height"); + BOOL_VAR_H(tessedit_enable_doc_dict, true, + "Add words to the document dictionary"); + BOOL_VAR_H(tessedit_debug_fonts, false, "Output font info per char"); + BOOL_VAR_H(tessedit_debug_block_rejection, false, "Block and Row stats"); + BOOL_VAR_H(tessedit_enable_bigram_correction, true, + "Enable correction based on the word bigram dictionary."); + BOOL_VAR_H(tessedit_enable_dict_correction, false, + "Enable single word correction based on the dictionary."); + INT_VAR_H(tessedit_bigram_debug, 0, "Amount of debug output for bigram " + "correction."); + BOOL_VAR_H(enable_noise_removal, true, + "Remove and conditionally reassign small outlines when they" + " confuse layout analysis, determining diacritics vs noise"); + INT_VAR_H(debug_noise_removal, 0, "Debug reassignment of small outlines"); + // Worst (min) certainty, for which a diacritic is allowed to make the base + // character worse and still be included. + double_VAR_H(noise_cert_basechar, -8.0, "Hingepoint for base char certainty"); + // Worst (min) certainty, for which a non-overlapping diacritic is allowed to + // make the base character worse and still be included. + double_VAR_H(noise_cert_disjoint, -2.5, "Hingepoint for disjoint certainty"); + // Worst (min) certainty, for which a diacritic is allowed to make a new + // stand-alone blob. + double_VAR_H(noise_cert_punc, -2.5, "Threshold for new punc char certainty"); + // Factor of certainty margin for adding diacritics to not count as worse. + double_VAR_H(noise_cert_factor, 0.375, + "Scaling on certainty diff from Hingepoint"); + INT_VAR_H(noise_maxperblob, 8, "Max diacritics to apply to a blob"); + INT_VAR_H(noise_maxperword, 16, "Max diacritics to apply to a word"); + INT_VAR_H(debug_x_ht_level, 0, "Reestimate debug"); + BOOL_VAR_H(debug_acceptable_wds, false, "Dump word pass/fail chk"); + STRING_VAR_H(chs_leading_punct, "('`\"", "Leading punctuation"); + STRING_VAR_H(chs_trailing_punct1, ").,;:?!", "1st Trailing punctuation"); + STRING_VAR_H(chs_trailing_punct2, ")'`\"", "2nd Trailing punctuation"); + double_VAR_H(quality_rej_pc, 0.08, "good_quality_doc lte rejection limit"); + double_VAR_H(quality_blob_pc, 0.0, "good_quality_doc gte good blobs limit"); + double_VAR_H(quality_outline_pc, 1.0, + "good_quality_doc lte outline error limit"); + double_VAR_H(quality_char_pc, 0.95, "good_quality_doc gte good char limit"); + INT_VAR_H(quality_min_initial_alphas_reqd, 2, "alphas in a good word"); + INT_VAR_H(tessedit_tess_adaption_mode, 0x27, + "Adaptation decision algorithm for tess"); + BOOL_VAR_H(tessedit_minimal_rej_pass1, false, + "Do minimal rejection on pass 1 output"); + BOOL_VAR_H(tessedit_test_adaption, false, "Test adaption criteria"); + BOOL_VAR_H(tessedit_matcher_log, false, "Log matcher activity"); + INT_VAR_H(tessedit_test_adaption_mode, 3, + "Adaptation decision algorithm for tess"); + BOOL_VAR_H(test_pt, false, "Test for point"); + double_VAR_H(test_pt_x, 99999.99, "xcoord"); + double_VAR_H(test_pt_y, 99999.99, "ycoord"); + INT_VAR_H(paragraph_debug_level, 0, "Print paragraph debug info."); + BOOL_VAR_H(paragraph_text_based, true, + "Run paragraph detection on the post-text-recognition " + "(more accurate)"); + INT_VAR_H(cube_debug_level, 1, "Print cube debug info."); + STRING_VAR_H(outlines_odd, "%| ", "Non standard number of outlines"); + STRING_VAR_H(outlines_2, "ij!?%\":;", "Non standard number of outlines"); + BOOL_VAR_H(docqual_excuse_outline_errs, false, + "Allow outline errs in unrejection?"); + BOOL_VAR_H(tessedit_good_quality_unrej, true, + "Reduce rejection on good docs"); + BOOL_VAR_H(tessedit_use_reject_spaces, true, "Reject spaces?"); + double_VAR_H(tessedit_reject_doc_percent, 65.00, + "%rej allowed before rej whole doc"); + double_VAR_H(tessedit_reject_block_percent, 45.00, + "%rej allowed before rej whole block"); + double_VAR_H(tessedit_reject_row_percent, 40.00, + "%rej allowed before rej whole row"); + double_VAR_H(tessedit_whole_wd_rej_row_percent, 70.00, + "Number of row rejects in whole word rejects" + "which prevents whole row rejection"); + BOOL_VAR_H(tessedit_preserve_blk_rej_perfect_wds, true, + "Only rej partially rejected words in block rejection"); + BOOL_VAR_H(tessedit_preserve_row_rej_perfect_wds, true, + "Only rej partially rejected words in row rejection"); + BOOL_VAR_H(tessedit_dont_blkrej_good_wds, false, + "Use word segmentation quality metric"); + BOOL_VAR_H(tessedit_dont_rowrej_good_wds, false, + "Use word segmentation quality metric"); + INT_VAR_H(tessedit_preserve_min_wd_len, 2, + "Only preserve wds longer than this"); + BOOL_VAR_H(tessedit_row_rej_good_docs, true, + "Apply row rejection to good docs"); + double_VAR_H(tessedit_good_doc_still_rowrej_wd, 1.1, + "rej good doc wd if more than this fraction rejected"); + BOOL_VAR_H(tessedit_reject_bad_qual_wds, true, + "Reject all bad quality wds"); + BOOL_VAR_H(tessedit_debug_doc_rejection, false, "Page stats"); + BOOL_VAR_H(tessedit_debug_quality_metrics, false, + "Output data to debug file"); + BOOL_VAR_H(bland_unrej, false, "unrej potential with no chekcs"); + double_VAR_H(quality_rowrej_pc, 1.1, + "good_quality_doc gte good char limit"); + BOOL_VAR_H(unlv_tilde_crunching, true, + "Mark v.bad words for tilde crunch"); + BOOL_VAR_H(hocr_font_info, false, + "Add font info to hocr output"); + BOOL_VAR_H(crunch_early_merge_tess_fails, true, "Before word crunch?"); + BOOL_VAR_H(crunch_early_convert_bad_unlv_chs, false, "Take out ~^ early?"); + double_VAR_H(crunch_terrible_rating, 80.0, "crunch rating lt this"); + BOOL_VAR_H(crunch_terrible_garbage, true, "As it says"); + double_VAR_H(crunch_poor_garbage_cert, -9.0, + "crunch garbage cert lt this"); + double_VAR_H(crunch_poor_garbage_rate, 60, "crunch garbage rating lt this"); + double_VAR_H(crunch_pot_poor_rate, 40, "POTENTIAL crunch rating lt this"); + double_VAR_H(crunch_pot_poor_cert, -8.0, "POTENTIAL crunch cert lt this"); + BOOL_VAR_H(crunch_pot_garbage, true, "POTENTIAL crunch garbage"); + double_VAR_H(crunch_del_rating, 60, "POTENTIAL crunch rating lt this"); + double_VAR_H(crunch_del_cert, -10.0, "POTENTIAL crunch cert lt this"); + double_VAR_H(crunch_del_min_ht, 0.7, "Del if word ht lt xht x this"); + double_VAR_H(crunch_del_max_ht, 3.0, "Del if word ht gt xht x this"); + double_VAR_H(crunch_del_min_width, 3.0, "Del if word width lt xht x this"); + double_VAR_H(crunch_del_high_word, 1.5, + "Del if word gt xht x this above bl"); + double_VAR_H(crunch_del_low_word, 0.5, "Del if word gt xht x this below bl"); + double_VAR_H(crunch_small_outlines_size, 0.6, "Small if lt xht x this"); + INT_VAR_H(crunch_rating_max, 10, "For adj length in rating per ch"); + INT_VAR_H(crunch_pot_indicators, 1, "How many potential indicators needed"); + BOOL_VAR_H(crunch_leave_ok_strings, true, "Don't touch sensible strings"); + BOOL_VAR_H(crunch_accept_ok, true, "Use acceptability in okstring"); + BOOL_VAR_H(crunch_leave_accept_strings, false, + "Don't pot crunch sensible strings"); + BOOL_VAR_H(crunch_include_numerals, false, "Fiddle alpha figures"); + INT_VAR_H(crunch_leave_lc_strings, 4, + "Don't crunch words with long lower case strings"); + INT_VAR_H(crunch_leave_uc_strings, 4, + "Don't crunch words with long lower case strings"); + INT_VAR_H(crunch_long_repetitions, 3, "Crunch words with long repetitions"); + INT_VAR_H(crunch_debug, 0, "As it says"); + INT_VAR_H(fixsp_non_noise_limit, 1, + "How many non-noise blbs either side?"); + double_VAR_H(fixsp_small_outlines_size, 0.28, "Small if lt xht x this"); + BOOL_VAR_H(tessedit_prefer_joined_punct, false, "Reward punctation joins"); + INT_VAR_H(fixsp_done_mode, 1, "What constitues done for spacing"); + INT_VAR_H(debug_fix_space_level, 0, "Contextual fixspace debug"); + STRING_VAR_H(numeric_punctuation, ".,", + "Punct. chs expected WITHIN numbers"); + INT_VAR_H(x_ht_acceptance_tolerance, 8, + "Max allowed deviation of blob top outside of font data"); + INT_VAR_H(x_ht_min_change, 8, "Min change in xht before actually trying it"); + INT_VAR_H(superscript_debug, 0, "Debug level for sub & superscript fixer"); + double_VAR_H(superscript_worse_certainty, 2.0, "How many times worse " + "certainty does a superscript position glyph need to be for us " + "to try classifying it as a char with a different baseline?"); + double_VAR_H(superscript_bettered_certainty, 0.97, "What reduction in " + "badness do we think sufficient to choose a superscript over " + "what we'd thought. For example, a value of 0.6 means we want " + "to reduce badness of certainty by 40%"); + double_VAR_H(superscript_scaledown_ratio, 0.4, + "A superscript scaled down more than this is unbelievably " + "small. For example, 0.3 means we expect the font size to " + "be no smaller than 30% of the text line font size."); + double_VAR_H(subscript_max_y_top, 0.5, + "Maximum top of a character measured as a multiple of x-height " + "above the baseline for us to reconsider whether it's a " + "subscript."); + double_VAR_H(superscript_min_y_bottom, 0.3, + "Minimum bottom of a character measured as a multiple of " + "x-height above the baseline for us to reconsider whether it's " + "a superscript."); + BOOL_VAR_H(tessedit_write_block_separators, false, + "Write block separators in output"); + BOOL_VAR_H(tessedit_write_rep_codes, false, + "Write repetition char code"); + BOOL_VAR_H(tessedit_write_unlv, false, "Write .unlv output file"); + BOOL_VAR_H(tessedit_create_txt, false, "Write .txt output file"); + BOOL_VAR_H(tessedit_create_hocr, false, "Write .html hOCR output file"); + BOOL_VAR_H(tessedit_create_tsv, false, "Write .tsv output file"); + BOOL_VAR_H(tessedit_create_pdf, false, "Write .pdf output file"); + BOOL_VAR_H(textonly_pdf, false, "Create PDF with only one invisible text layer"); + STRING_VAR_H(unrecognised_char, "|", + "Output char for unidentified blobs"); + INT_VAR_H(suspect_level, 99, "Suspect marker level"); + INT_VAR_H(suspect_space_level, 100, + "Min suspect level for rejecting spaces"); + INT_VAR_H(suspect_short_words, 2, "Don't Suspect dict wds longer than this"); + BOOL_VAR_H(suspect_constrain_1Il, false, "UNLV keep 1Il chars rejected"); + double_VAR_H(suspect_rating_per_ch, 999.9, "Don't touch bad rating limit"); + double_VAR_H(suspect_accept_rating, -999.9, "Accept good rating limit"); + BOOL_VAR_H(tessedit_minimal_rejection, false, "Only reject tess failures"); + BOOL_VAR_H(tessedit_zero_rejection, false, "Don't reject ANYTHING"); + BOOL_VAR_H(tessedit_word_for_word, false, + "Make output have exactly one word per WERD"); + BOOL_VAR_H(tessedit_zero_kelvin_rejection, false, + "Don't reject ANYTHING AT ALL"); + BOOL_VAR_H(tessedit_consistent_reps, true, "Force all rep chars the same"); + INT_VAR_H(tessedit_reject_mode, 0, "Rejection algorithm"); + BOOL_VAR_H(tessedit_rejection_debug, false, "Adaption debug"); + BOOL_VAR_H(tessedit_flip_0O, true, "Contextual 0O O0 flips"); + double_VAR_H(tessedit_lower_flip_hyphen, 1.5, + "Aspect ratio dot/hyphen test"); + double_VAR_H(tessedit_upper_flip_hyphen, 1.8, + "Aspect ratio dot/hyphen test"); + BOOL_VAR_H(rej_trust_doc_dawg, false, "Use DOC dawg in 11l conf. detector"); + BOOL_VAR_H(rej_1Il_use_dict_word, false, "Use dictword test"); + BOOL_VAR_H(rej_1Il_trust_permuter_type, true, "Don't double check"); + BOOL_VAR_H(rej_use_tess_accepted, true, "Individual rejection control"); + BOOL_VAR_H(rej_use_tess_blanks, true, "Individual rejection control"); + BOOL_VAR_H(rej_use_good_perm, true, "Individual rejection control"); + BOOL_VAR_H(rej_use_sensible_wd, false, "Extend permuter check"); + BOOL_VAR_H(rej_alphas_in_number_perm, false, "Extend permuter check"); + double_VAR_H(rej_whole_of_mostly_reject_word_fract, 0.85, "if >this fract"); + INT_VAR_H(tessedit_image_border, 2, "Rej blbs near image edge limit"); + STRING_VAR_H(ok_repeated_ch_non_alphanum_wds, "-?*\075", + "Allow NN to unrej"); + STRING_VAR_H(conflict_set_I_l_1, "Il1[]", "Il1 conflict set"); + INT_VAR_H(min_sane_x_ht_pixels, 8, "Reject any x-ht lt or eq than this"); + BOOL_VAR_H(tessedit_create_boxfile, false, "Output text with boxes"); + INT_VAR_H(tessedit_page_number, -1, + "-1 -> All pages, else specifc page to process"); + BOOL_VAR_H(tessedit_write_images, false, "Capture the image from the IPE"); + BOOL_VAR_H(interactive_display_mode, false, "Run interactively?"); + STRING_VAR_H(file_type, ".tif", "Filename extension"); + BOOL_VAR_H(tessedit_override_permuter, true, "According to dict_word"); + INT_VAR_H(tessdata_manager_debug_level, 0, + "Debug level for TessdataManager functions."); + STRING_VAR_H(tessedit_load_sublangs, "", + "List of languages to load with this one"); + BOOL_VAR_H(tessedit_use_primary_params_model, false, + "In multilingual mode use params model of the primary language"); + // Min acceptable orientation margin (difference in scores between top and 2nd + // choice in OSResults::orientations) to believe the page orientation. + double_VAR_H(min_orientation_margin, 7.0, + "Min acceptable orientation margin"); + BOOL_VAR_H(textord_tabfind_show_vlines, false, "Debug line finding"); + BOOL_VAR_H(textord_use_cjk_fp_model, FALSE, "Use CJK fixed pitch model"); + BOOL_VAR_H(poly_allow_detailed_fx, false, + "Allow feature extractors to see the original outline"); + BOOL_VAR_H(tessedit_init_config_only, false, + "Only initialize with the config file. Useful if the instance is " + "not going to be used for OCR but say only for layout analysis."); + BOOL_VAR_H(textord_equation_detect, false, "Turn on equation detector"); + BOOL_VAR_H(textord_tabfind_vertical_text, true, "Enable vertical detection"); + BOOL_VAR_H(textord_tabfind_force_vertical_text, false, + "Force using vertical text page mode"); + double_VAR_H(textord_tabfind_vertical_text_ratio, 0.5, + "Fraction of textlines deemed vertical to use vertical page " + "mode"); + double_VAR_H(textord_tabfind_aligned_gap_fraction, 0.75, + "Fraction of height used as a minimum gap for aligned blobs."); + INT_VAR_H(tessedit_parallelize, 0, "Run in parallel where possible"); + BOOL_VAR_H(preserve_interword_spaces, false, + "Preserve multiple interword spaces"); + BOOL_VAR_H(include_page_breaks, false, + "Include page separator string in output text after each " + "image/page."); + STRING_VAR_H(page_separator, "\f", + "Page separator (default is form feed control character)"); + + // The following parameters were deprecated and removed from their original + // locations. The parameters are temporarily kept here to give Tesseract + // users a chance to updated their [lang].traineddata and config files + // without introducing failures during Tesseract initialization. + // TODO(ocr-team): remove these parameters from the code once we are + // reasonably sure that Tesseract users have updated their data files. + // + // BEGIN DEPRECATED PARAMETERS + BOOL_VAR_H(textord_tabfind_vertical_horizontal_mix, true, + "find horizontal lines such as headers in vertical page mode"); + INT_VAR_H(tessedit_ok_mode, 5, "Acceptance decision algorithm"); + BOOL_VAR_H(load_fixed_length_dawgs, true, "Load fixed length" + " dawgs (e.g. for non-space delimited languages)"); + INT_VAR_H(segment_debug, 0, "Debug the whole segmentation process"); + BOOL_VAR_H(permute_debug, 0, "char permutation debug"); + double_VAR_H(bestrate_pruning_factor, 2.0, "Multiplying factor of" + " current best rate to prune other hypotheses"); + BOOL_VAR_H(permute_script_word, 0, + "Turn on word script consistency permuter"); + BOOL_VAR_H(segment_segcost_rating, 0, + "incorporate segmentation cost in word rating?"); + double_VAR_H(segment_reward_script, 0.95, + "Score multipler for script consistency within a word. " + "Being a 'reward' factor, it should be <= 1. " + "Smaller value implies bigger reward."); + BOOL_VAR_H(permute_fixed_length_dawg, 0, + "Turn on fixed-length phrasebook search permuter"); + BOOL_VAR_H(permute_chartype_word, 0, + "Turn on character type (property) consistency permuter"); + double_VAR_H(segment_reward_chartype, 0.97, + "Score multipler for char type consistency within a word. "); + double_VAR_H(segment_reward_ngram_best_choice, 0.99, + "Score multipler for ngram permuter's best choice" + " (only used in the Han script path)."); + BOOL_VAR_H(ngram_permuter_activated, false, + "Activate character-level n-gram-based permuter"); + BOOL_VAR_H(permute_only_top, false, "Run only the top choice permuter"); + INT_VAR_H(language_model_fixed_length_choices_depth, 3, + "Depth of blob choice lists to explore" + " when fixed length dawgs are on"); + BOOL_VAR_H(use_new_state_cost, FALSE, + "use new state cost heuristics for segmentation state evaluation"); + double_VAR_H(heuristic_segcost_rating_base, 1.25, + "base factor for adding segmentation cost into word rating." + "It's a multiplying factor, the larger the value above 1, " + "the bigger the effect of segmentation cost."); + double_VAR_H(heuristic_weight_rating, 1, + "weight associated with char rating in combined cost of state"); + double_VAR_H(heuristic_weight_width, 1000.0, + "weight associated with width evidence in combined cost of" + " state"); + double_VAR_H(heuristic_weight_seamcut, 0, + "weight associated with seam cut in combined cost of state"); + double_VAR_H(heuristic_max_char_wh_ratio, 2.0, + "max char width-to-height ratio allowed in segmentation"); + BOOL_VAR_H(enable_new_segsearch, false, + "Enable new segmentation search path."); + double_VAR_H(segsearch_max_fixed_pitch_char_wh_ratio, 2.0, + "Maximum character width-to-height ratio for" + "fixed pitch fonts"); + // END DEPRECATED PARAMETERS + + //// ambigsrecog.cpp ///////////////////////////////////////////////////////// + FILE *init_recog_training(const STRING &fname); + void recog_training_segmented(const STRING &fname, + PAGE_RES *page_res, + volatile ETEXT_DESC *monitor, + FILE *output_file); + void ambigs_classify_and_output(const char *label, + PAGE_RES_IT* pr_it, + FILE *output_file); + +#ifndef NO_CUBE_BUILD + inline CubeRecoContext *GetCubeRecoContext() { return cube_cntxt_; } +#endif + + private: + // The filename of a backup config file. If not null, then we currently + // have a temporary debug config file loaded, and backup_config_file_ + // will be loaded, and set to null when debug is complete. + const char* backup_config_file_; + // The filename of a config file to read when processing a debug word. + STRING word_config_; + // Image used for input to layout analysis and tesseract recognition. + // May be modified by the ShiroRekhaSplitter to eliminate the top-line. + Pix* pix_binary_; + // Unmodified image used for input to cube. Always valid. + Pix* cube_binary_; + // Grey-level input image if the input was not binary, otherwise NULL. + Pix* pix_grey_; + // Original input image. Color if the input was color. + Pix* pix_original_; + // Thresholds that were used to generate the thresholded image from grey. + Pix* pix_thresholds_; + // Input image resolution after any scaling. The resolution is not well + // transmitted by operations on Pix, so we keep an independent record here. + int source_resolution_; + // The shiro-rekha splitter object which is used to split top-lines in + // Devanagari words to provide a better word and grapheme segmentation. + ShiroRekhaSplitter splitter_; + // Page segmentation/layout + Textord textord_; + // True if the primary language uses right_to_left reading order. + bool right_to_left_; + Pix* scaled_color_; + int scaled_factor_; + FCOORD deskew_; + FCOORD reskew_; + TesseractStats stats_; + // Sub-languages to be tried in addition to this. + GenericVector sub_langs_; + // Most recently used Tesseract out of this and sub_langs_. The default + // language for the next word. + Tesseract* most_recently_used_; + // The size of the font table, ie max possible font id + 1. + int font_table_size_; +#ifndef NO_CUBE_BUILD + // Cube objects. + CubeRecoContext* cube_cntxt_; + TesseractCubeCombiner *tess_cube_combiner_; +#endif + // Equation detector. Note: this pointer is NOT owned by the class. + EquationDetect* equ_detect_; + }; + +} // namespace tesseract + + +#endif // TESSERACT_CCMAIN_TESSERACTCLASS_H__ diff --git a/3rdparty/hgOCR/include/ccmain/tessvars.cpp b/3rdparty/hgOCR/include/ccmain/tessvars.cpp new file mode 100644 index 00000000..db9a1b5b --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tessvars.cpp @@ -0,0 +1,24 @@ +/********************************************************************** + * File: tessvars.cpp (Formerly tessvars.c) + * Description: Variables and other globals for tessedit. + * Author: Ray Smith + * Created: Mon Apr 13 13:13:23 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include + +#include "tessvars.h" + +FILE *debug_fp = stderr; // write debug stuff here diff --git a/3rdparty/hgOCR/include/ccmain/tessvars.h b/3rdparty/hgOCR/include/ccmain/tessvars.h new file mode 100644 index 00000000..326efef5 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tessvars.h @@ -0,0 +1,27 @@ +/********************************************************************** + * File: tessvars.h (Formerly tessvars.h) + * Description: Variables and other globals for tessedit. + * Author: Ray Smith + * Created: Mon Apr 13 13:13:23 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSVARS_H +#define TESSVARS_H + +#include + + +extern FILE *debug_fp; // write debug stuff here +#endif diff --git a/3rdparty/hgOCR/include/ccmain/tfacepp.cpp b/3rdparty/hgOCR/include/ccmain/tfacepp.cpp new file mode 100644 index 00000000..c7cb53c7 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/tfacepp.cpp @@ -0,0 +1,330 @@ +/********************************************************************** + * File: tfacepp.cpp (Formerly tface++.c) + * Description: C++ side of the C/C++ Tess/Editor interface. + * Author: Ray Smith + * Created: Thu Apr 23 15:39:23 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#pragma warning(disable:4305) // int/float warnings +#pragma warning(disable:4800) // int/bool warnings +#endif + +#include + +#include "blamer.h" +#include "errcode.h" +#include "ratngs.h" +#include "reject.h" +#include "tesseractclass.h" +#include "werd.h" + +#define MAX_UNDIVIDED_LENGTH 24 + + + + /********************************************************************** + * recog_word + * + * Convert the word to tess form and pass it to the tess segmenter. + * Convert the output back to editor form. + **********************************************************************/ +namespace tesseract { + void Tesseract::recog_word(WERD_RES *word) { + if (wordrec_skip_no_truth_words && (word->blamer_bundle == NULL || + word->blamer_bundle->incorrect_result_reason() == IRR_NO_TRUTH)) { + if (classify_debug_level) tprintf("No truth for word - skipping\n"); + word->tess_failed = true; + return; + } + ASSERT_HOST(!word->chopped_word->blobs.empty()); + recog_word_recursive(word); + word->SetupBoxWord(); + if (word->best_choice->length() != word->box_word->length()) { + tprintf("recog_word ASSERT FAIL String:\"%s\"; " + "Strlen=%d; #Blobs=%d\n", + word->best_choice->debug_string().string(), + word->best_choice->length(), word->box_word->length()); + } + ASSERT_HOST(word->best_choice->length() == word->box_word->length()); + // Check that the ratings matrix size matches the sum of all the + // segmentation states. + if (!word->StatesAllValid()) { + tprintf("Not all words have valid states relative to ratings matrix!!"); + word->DebugWordChoices(true, NULL); + ASSERT_HOST(word->StatesAllValid()); + } + if (tessedit_override_permuter) { + /* Override the permuter type if a straight dictionary check disagrees. */ + uinT8 perm_type = word->best_choice->permuter(); + if ((perm_type != SYSTEM_DAWG_PERM) && + (perm_type != FREQ_DAWG_PERM) && (perm_type != USER_DAWG_PERM)) { + uinT8 real_dict_perm_type = dict_word(*word->best_choice); + if (((real_dict_perm_type == SYSTEM_DAWG_PERM) || + (real_dict_perm_type == FREQ_DAWG_PERM) || + (real_dict_perm_type == USER_DAWG_PERM)) && + (alpha_count(word->best_choice->unichar_string().string(), + word->best_choice->unichar_lengths().string()) > 0)) { + word->best_choice->set_permuter(real_dict_perm_type); // use dict perm + } + } + if (tessedit_rejection_debug && + perm_type != word->best_choice->permuter()) { + tprintf("Permuter Type Flipped from %d to %d\n", + perm_type, word->best_choice->permuter()); + } + } + // Factored out from control.cpp + ASSERT_HOST((word->best_choice == NULL) == (word->raw_choice == NULL)); + if (word->best_choice == NULL || word->best_choice->length() == 0 || + static_cast(strspn(word->best_choice->unichar_string().string(), + " ")) == word->best_choice->length()) { + word->tess_failed = true; + word->reject_map.initialise(word->box_word->length()); + word->reject_map.rej_word_tess_failure(); + } + else { + word->tess_failed = false; + } + } + + + /********************************************************************** + * recog_word_recursive + * + * Convert the word to tess form and pass it to the tess segmenter. + * Convert the output back to editor form. + **********************************************************************/ + void Tesseract::recog_word_recursive(WERD_RES *word) { + int word_length = word->chopped_word->NumBlobs(); // no of blobs + if (word_length > MAX_UNDIVIDED_LENGTH) { + return split_and_recog_word(word); + } + cc_recog(word); + word_length = word->rebuild_word->NumBlobs(); // No of blobs in output. + + // Do sanity checks and minor fixes on best_choice. + if (word->best_choice->length() > word_length) { + word->best_choice->make_bad(); // should never happen + tprintf("recog_word: Discarded long string \"%s\"" + " (%d characters vs %d blobs)\n", + word->best_choice->unichar_string().string(), + word->best_choice->length(), word_length); + tprintf("Word is at:"); + word->word->bounding_box().print(); + } + if (word->best_choice->length() < word_length) { + UNICHAR_ID space_id = unicharset.unichar_to_id(" "); + while (word->best_choice->length() < word_length) { + word->best_choice->append_unichar_id(space_id, 1, 0.0, + word->best_choice->certainty()); + } + } + } + + + /********************************************************************** + * split_and_recog_word + * + * Split the word into 2 smaller pieces at the largest gap. + * Recognize the pieces and stick the results back together. + **********************************************************************/ + void Tesseract::split_and_recog_word(WERD_RES *word) { + // Find the biggest blob gap in the chopped_word. + int bestgap = -MAX_INT32; + int split_index = 0; + for (int b = 1; b < word->chopped_word->NumBlobs(); ++b) { + TBOX prev_box = word->chopped_word->blobs[b - 1]->bounding_box(); + TBOX blob_box = word->chopped_word->blobs[b]->bounding_box(); + int gap = blob_box.left() - prev_box.right(); + if (gap > bestgap) { + bestgap = gap; + split_index = b; + } + } + ASSERT_HOST(split_index > 0); + + WERD_RES *word2 = NULL; + BlamerBundle *orig_bb = NULL; + split_word(word, split_index, &word2, &orig_bb); + + // Recognize the first part of the word. + recog_word_recursive(word); + // Recognize the second part of the word. + recog_word_recursive(word2); + + join_words(word, word2, orig_bb); + } + + + /********************************************************************** + * split_word + * + * Split a given WERD_RES in place into two smaller words for recognition. + * split_pt is the index of the first blob to go in the second word. + * The underlying word is left alone, only the TWERD (and subsequent data) + * are split up. orig_blamer_bundle is set to the original blamer bundle, + * and will now be owned by the caller. New blamer bundles are forged for the + * two pieces. + **********************************************************************/ + void Tesseract::split_word(WERD_RES *word, + int split_pt, + WERD_RES **right_piece, + BlamerBundle **orig_blamer_bundle) const { + ASSERT_HOST(split_pt > 0 && split_pt < word->chopped_word->NumBlobs()); + + // Save a copy of the blamer bundle so we can try to reconstruct it below. + BlamerBundle *orig_bb = + word->blamer_bundle ? new BlamerBundle(*word->blamer_bundle) : NULL; + + WERD_RES *word2 = new WERD_RES(*word); + + // blow away the copied chopped_word, as we want to work with + // the blobs from the input chopped_word so seam_arrays can be merged. + TWERD *chopped = word->chopped_word; + TWERD *chopped2 = new TWERD; + chopped2->blobs.reserve(chopped->NumBlobs() - split_pt); + for (int i = split_pt; i < chopped->NumBlobs(); ++i) { + chopped2->blobs.push_back(chopped->blobs[i]); + } + chopped->blobs.truncate(split_pt); + word->chopped_word = NULL; + delete word2->chopped_word; + word2->chopped_word = NULL; + + const UNICHARSET &unicharset = *word->uch_set; + word->ClearResults(); + word2->ClearResults(); + word->chopped_word = chopped; + word2->chopped_word = chopped2; + word->SetupBasicsFromChoppedWord(unicharset); + word2->SetupBasicsFromChoppedWord(unicharset); + + // Try to adjust the blamer bundle. + if (orig_bb != NULL) { + // TODO(rays) Looks like a leak to me. + // orig_bb should take, rather than copy. + word->blamer_bundle = new BlamerBundle(); + word2->blamer_bundle = new BlamerBundle(); + orig_bb->SplitBundle(chopped->blobs.back()->bounding_box().right(), + word2->chopped_word->blobs[0]->bounding_box().left(), + wordrec_debug_blamer, + word->blamer_bundle, word2->blamer_bundle); + } + + *right_piece = word2; + *orig_blamer_bundle = orig_bb; + } + + + /********************************************************************** + * join_words + * + * The opposite of split_word(): + * join word2 (including any recognized data / seam array / etc) + * onto the right of word and then delete word2. + * Also, if orig_bb is provided, stitch it back into word. + **********************************************************************/ + void Tesseract::join_words(WERD_RES *word, + WERD_RES *word2, + BlamerBundle *orig_bb) const { + TBOX prev_box = word->chopped_word->blobs.back()->bounding_box(); + TBOX blob_box = word2->chopped_word->blobs[0]->bounding_box(); + // Tack the word2 outputs onto the end of the word outputs. + word->chopped_word->blobs += word2->chopped_word->blobs; + word->rebuild_word->blobs += word2->rebuild_word->blobs; + word2->chopped_word->blobs.clear(); + word2->rebuild_word->blobs.clear(); + TPOINT split_pt; + split_pt.x = (prev_box.right() + blob_box.left()) / 2; + split_pt.y = (prev_box.top() + prev_box.bottom() + + blob_box.top() + blob_box.bottom()) / 4; + // Move the word2 seams onto the end of the word1 seam_array. + // Since the seam list is one element short, an empty seam marking the + // end of the last blob in the first word is needed first. + word->seam_array.push_back(new SEAM(0.0f, split_pt)); + word->seam_array += word2->seam_array; + word2->seam_array.truncate(0); + // Fix widths and gaps. + word->blob_widths += word2->blob_widths; + word->blob_gaps += word2->blob_gaps; + // Fix the ratings matrix. + int rat1 = word->ratings->dimension(); + int rat2 = word2->ratings->dimension(); + word->ratings->AttachOnCorner(word2->ratings); + ASSERT_HOST(word->ratings->dimension() == rat1 + rat2); + word->best_state += word2->best_state; + // Append the word choices. + *word->raw_choice += *word2->raw_choice; + + // How many alt choices from each should we try to get? + const int kAltsPerPiece = 2; + // When do we start throwing away extra alt choices? + const int kTooManyAltChoices = 100; + + // Construct the cartesian product of the best_choices of word(1) and word2. + WERD_CHOICE_LIST joined_choices; + WERD_CHOICE_IT jc_it(&joined_choices); + WERD_CHOICE_IT bc1_it(&word->best_choices); + WERD_CHOICE_IT bc2_it(&word2->best_choices); + int num_word1_choices = word->best_choices.length(); + int total_joined_choices = num_word1_choices; + // Nota Bene: For the main loop here, we operate only on the 2nd and greater + // word2 choices, and put them in the joined_choices list. The 1st word2 + // choice gets added to the original word1 choices in-place after we have + // finished with them. + int bc2_index = 1; + for (bc2_it.forward(); !bc2_it.at_first(); bc2_it.forward(), ++bc2_index) { + if (total_joined_choices >= kTooManyAltChoices && + bc2_index > kAltsPerPiece) + break; + int bc1_index = 0; + for (bc1_it.move_to_first(); bc1_index < num_word1_choices; + ++bc1_index, bc1_it.forward()) { + if (total_joined_choices >= kTooManyAltChoices && + bc1_index > kAltsPerPiece) + break; + WERD_CHOICE *wc = new WERD_CHOICE(*bc1_it.data()); + *wc += *bc2_it.data(); + jc_it.add_after_then_move(wc); + ++total_joined_choices; + } + } + // Now that we've filled in as many alternates as we want, paste the best + // choice for word2 onto the original word alt_choices. + bc1_it.move_to_first(); + bc2_it.move_to_first(); + for (bc1_it.mark_cycle_pt(); !bc1_it.cycled_list(); bc1_it.forward()) { + *bc1_it.data() += *bc2_it.data(); + } + bc1_it.move_to_last(); + bc1_it.add_list_after(&joined_choices); + + // Restore the pointer to original blamer bundle and combine blamer + // information recorded in the splits. + if (orig_bb != NULL) { + orig_bb->JoinBlames(*word->blamer_bundle, *word2->blamer_bundle, + wordrec_debug_blamer); + delete word->blamer_bundle; + word->blamer_bundle = orig_bb; + } + word->SetupBoxWord(); + word->reject_map.initialise(word->box_word->length()); + delete word2; + } + + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccmain/thresholder.cpp b/3rdparty/hgOCR/include/ccmain/thresholder.cpp new file mode 100644 index 00000000..2156875d --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/thresholder.cpp @@ -0,0 +1,334 @@ +/////////////////////////////////////////////////////////////////////// +// File: thresholder.cpp +// Description: Base API for thresolding images in tesseract. +// Author: Ray Smith +// Created: Mon May 12 11:28:15 PDT 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "allheaders.h" + +#include "thresholder.h" + +#include + +#include "otsuthr.h" + +#include "openclwrapper.h" + +namespace tesseract { + + ImageThresholder::ImageThresholder() + : pix_(NULL), + image_width_(0), image_height_(0), + pix_channels_(0), pix_wpl_(0), + scale_(1), yres_(300), estimated_res_(300) { + SetRectangle(0, 0, 0, 0); + } + + ImageThresholder::~ImageThresholder() { + Clear(); + } + + // Destroy the Pix if there is one, freeing memory. + void ImageThresholder::Clear() { + pixDestroy(&pix_); + } + + // Return true if no image has been set. + bool ImageThresholder::IsEmpty() const { + return pix_ == NULL; + } + + // SetImage makes a copy of all the image data, so it may be deleted + // immediately after this call. + // Greyscale of 8 and color of 24 or 32 bits per pixel may be given. + // Palette color images will not work properly and must be converted to + // 24 bit. + // Binary images of 1 bit per pixel may also be given but they must be + // byte packed with the MSB of the first byte being the first pixel, and a + // one pixel is WHITE. For binary images set bytes_per_pixel=0. + void ImageThresholder::SetImage(const unsigned char* imagedata, + int width, int height, + int bytes_per_pixel, int bytes_per_line) { + int bpp = bytes_per_pixel * 8; + if (bpp == 0) bpp = 1; + Pix* pix = pixCreate(width, height, bpp == 24 ? 32 : bpp); + l_uint32* data = pixGetData(pix); + int wpl = pixGetWpl(pix); + switch (bpp) { + case 1: + for (int y = 0; y < height; ++y, data += wpl, imagedata += bytes_per_line) { + for (int x = 0; x < width; ++x) { + if (imagedata[x / 8] & (0x80 >> (x % 8))) + CLEAR_DATA_BIT(data, x); + else + SET_DATA_BIT(data, x); + } + } + break; + + case 8: + // Greyscale just copies the bytes in the right order. + for (int y = 0; y < height; ++y, data += wpl, imagedata += bytes_per_line) { + for (int x = 0; x < width; ++x) + SET_DATA_BYTE(data, x, imagedata[x]); + } + break; + + case 24: + // Put the colors in the correct places in the line buffer. + for (int y = 0; y < height; ++y, imagedata += bytes_per_line) { + for (int x = 0; x < width; ++x, ++data) { + SET_DATA_BYTE(data, COLOR_RED, imagedata[3 * x]); + SET_DATA_BYTE(data, COLOR_GREEN, imagedata[3 * x + 1]); + SET_DATA_BYTE(data, COLOR_BLUE, imagedata[3 * x + 2]); + } + } + break; + + case 32: + // Maintain byte order consistency across different endianness. + for (int y = 0; y < height; ++y, imagedata += bytes_per_line, data += wpl) { + for (int x = 0; x < width; ++x) { + data[x] = (imagedata[x * 4] << 24) | (imagedata[x * 4 + 1] << 16) | + (imagedata[x * 4 + 2] << 8) | imagedata[x * 4 + 3]; + } + } + break; + + default: + tprintf("Cannot convert RAW image to Pix with bpp = %d\n", bpp); + } + pixSetYRes(pix, 300); + SetImage(pix); + pixDestroy(&pix); + } + + // Store the coordinates of the rectangle to process for later use. + // Doesn't actually do any thresholding. + void ImageThresholder::SetRectangle(int left, int top, int width, int height) { + rect_left_ = left; + rect_top_ = top; + rect_width_ = width; + rect_height_ = height; + } + + // Get enough parameters to be able to rebuild bounding boxes in the + // original image (not just within the rectangle). + // Left and top are enough with top-down coordinates, but + // the height of the rectangle and the image are needed for bottom-up. + void ImageThresholder::GetImageSizes(int* left, int* top, + int* width, int* height, + int* imagewidth, int* imageheight) { + *left = rect_left_; + *top = rect_top_; + *width = rect_width_; + *height = rect_height_; + *imagewidth = image_width_; + *imageheight = image_height_; + } + + // Pix vs raw, which to use? Pix is the preferred input for efficiency, + // since raw buffers are copied. + // SetImage for Pix clones its input, so the source pix may be pixDestroyed + // immediately after, but may not go away until after the Thresholder has + // finished with it. + void ImageThresholder::SetImage(const Pix* pix) { + if (pix_ != NULL) + pixDestroy(&pix_); + Pix* src = const_cast(pix); + int depth; + pixGetDimensions(src, &image_width_, &image_height_, &depth); + // Convert the image as necessary so it is one of binary, plain RGB, or + // 8 bit with no colormap. Guarantee that we always end up with our own copy, + // not just a clone of the input. + if (pixGetColormap(src)) { + Pix* tmp = pixRemoveColormap(src, REMOVE_CMAP_BASED_ON_SRC); + depth = pixGetDepth(tmp); + if (depth > 1 && depth < 8) { + pix_ = pixConvertTo8(tmp, false); + pixDestroy(&tmp); + } + else { + pix_ = tmp; + } + } + else if (depth > 1 && depth < 8) { + pix_ = pixConvertTo8(src, false); + } + else { + pix_ = pixCopy(NULL, src); + } + depth = pixGetDepth(pix_); + pix_channels_ = depth / 8; + pix_wpl_ = pixGetWpl(pix_); + scale_ = 1; + estimated_res_ = yres_ = pixGetYRes(pix_); + Init(); + } + + // Threshold the source image as efficiently as possible to the output Pix. + // Creates a Pix and sets pix to point to the resulting pointer. + // Caller must use pixDestroy to free the created Pix. + void ImageThresholder::ThresholdToPix(PageSegMode pageseg_mode, Pix** pix) { + if (pix_channels_ == 0) { + // We have a binary image, but it still has to be copied, as this API + // allows the caller to modify the output. + Pix* original = GetPixRect(); + *pix = pixCopy(NULL, original); + pixDestroy(&original); + } + else { + OtsuThresholdRectToPix(pix_, pix); + } + } + + // Gets a pix that contains an 8 bit threshold value at each pixel. The + // returned pix may be an integer reduction of the binary image such that + // the scale factor may be inferred from the ratio of the sizes, even down + // to the extreme of a 1x1 pixel thresholds image. + // Ideally the 8 bit threshold should be the exact threshold used to generate + // the binary image in ThresholdToPix, but this is not a hard constraint. + // Returns NULL if the input is binary. PixDestroy after use. + Pix* ImageThresholder::GetPixRectThresholds() { + if (IsBinary()) return NULL; + Pix* pix_grey = GetPixRectGrey(); + int width = pixGetWidth(pix_grey); + int height = pixGetHeight(pix_grey); + int* thresholds; + int* hi_values; + OtsuThreshold(pix_grey, 0, 0, width, height, &thresholds, &hi_values); + pixDestroy(&pix_grey); + Pix* pix_thresholds = pixCreate(width, height, 8); + int threshold = thresholds[0] > 0 ? thresholds[0] : 128; + pixSetAllArbitrary(pix_thresholds, threshold); + delete[] thresholds; + delete[] hi_values; + return pix_thresholds; + } + + // Common initialization shared between SetImage methods. + void ImageThresholder::Init() { + SetRectangle(0, 0, image_width_, image_height_); + } + + // Get a clone/copy of the source image rectangle. + // The returned Pix must be pixDestroyed. + // This function will be used in the future by the page layout analysis, and + // the layout analysis that uses it will only be available with Leptonica, + // so there is no raw equivalent. + Pix* ImageThresholder::GetPixRect() { + if (IsFullImage()) { + // Just clone the whole thing. + return pixClone(pix_); + } + else { + // Crop to the given rectangle. + Box* box = boxCreate(rect_left_, rect_top_, rect_width_, rect_height_); + Pix* cropped = pixClipRectangle(pix_, box, NULL); + boxDestroy(&box); + return cropped; + } + } + + // Get a clone/copy of the source image rectangle, reduced to greyscale, + // and at the same resolution as the output binary. + // The returned Pix must be pixDestroyed. + // Provided to the classifier to extract features from the greyscale image. + Pix* ImageThresholder::GetPixRectGrey() { + Pix* pix = GetPixRect(); // May have to be reduced to grey. + int depth = pixGetDepth(pix); + if (depth != 8) { + Pix* result = depth < 8 ? pixConvertTo8(pix, false) + : pixConvertRGBToLuminance(pix); + pixDestroy(&pix); + return result; + } + return pix; + } + + // Otsu thresholds the rectangle, taking the rectangle from *this. + void ImageThresholder::OtsuThresholdRectToPix(Pix* src_pix, + Pix** out_pix) const { + PERF_COUNT_START("OtsuThresholdRectToPix") + int* thresholds; + int* hi_values; + + int num_channels = OtsuThreshold(src_pix, rect_left_, rect_top_, rect_width_, + rect_height_, &thresholds, &hi_values); + // only use opencl if compiled w/ OpenCL and selected device is opencl +#ifdef USE_OPENCL + OpenclDevice od; + if ((num_channels == 4 || num_channels == 1) && + od.selectedDeviceIsOpenCL() && rect_top_ == 0 && rect_left_ == 0) { + od.ThresholdRectToPixOCL((unsigned char*)pixGetData(src_pix), num_channels, + pixGetWpl(src_pix) * 4, thresholds, hi_values, + out_pix /*pix_OCL*/, rect_height_, rect_width_, + rect_top_, rect_left_); + } + else { +#endif + ThresholdRectToPix(src_pix, num_channels, thresholds, hi_values, out_pix); +#ifdef USE_OPENCL + } +#endif + delete[] thresholds; + delete[] hi_values; + + PERF_COUNT_END + } + + /// Threshold the rectangle, taking everything except the src_pix + /// from the class, using thresholds/hi_values to the output pix. + /// NOTE that num_channels is the size of the thresholds and hi_values + // arrays and also the bytes per pixel in src_pix. + void ImageThresholder::ThresholdRectToPix(Pix* src_pix, + int num_channels, + const int* thresholds, + const int* hi_values, + Pix** pix) const { + PERF_COUNT_START("ThresholdRectToPix") + *pix = pixCreate(rect_width_, rect_height_, 1); + uinT32* pixdata = pixGetData(*pix); + int wpl = pixGetWpl(*pix); + int src_wpl = pixGetWpl(src_pix); + uinT32* srcdata = pixGetData(src_pix); + for (int y = 0; y < rect_height_; ++y) { + const uinT32* linedata = srcdata + (y + rect_top_) * src_wpl; + uinT32* pixline = pixdata + y * wpl; + for (int x = 0; x < rect_width_; ++x) { + bool white_result = true; + for (int ch = 0; ch < num_channels; ++ch) { + int pixel = GET_DATA_BYTE(const_cast( + reinterpret_cast(linedata)), + (x + rect_left_) * num_channels + ch); + if (hi_values[ch] >= 0 && + (pixel > thresholds[ch]) == (hi_values[ch] == 0)) { + white_result = false; + break; + } + } + if (white_result) + CLEAR_DATA_BIT(pixline, x); + else + SET_DATA_BIT(pixline, x); + } + } + + PERF_COUNT_END + } + +} // namespace tesseract. + diff --git a/3rdparty/hgOCR/include/ccmain/thresholder.h b/3rdparty/hgOCR/include/ccmain/thresholder.h new file mode 100644 index 00000000..fc8bc0d8 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/thresholder.h @@ -0,0 +1,189 @@ +/////////////////////////////////////////////////////////////////////// +// File: thresholder.h +// Description: Base API for thresolding images in tesseract. +// Author: Ray Smith +// Created: Mon May 12 11:00:15 PDT 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_THRESHOLDER_H__ +#define TESSERACT_CCMAIN_THRESHOLDER_H__ + +#include "platform.h" +#include "publictypes.h" + +struct Pix; + +namespace tesseract { + + /// Base class for all tesseract image thresholding classes. + /// Specific classes can add new thresholding methods by + /// overriding ThresholdToPix. + /// Each instance deals with a single image, but the design is intended to + /// be useful for multiple calls to SetRectangle and ThresholdTo* if + /// desired. + class TESS_API ImageThresholder { + public: + ImageThresholder(); + virtual ~ImageThresholder(); + + /// Destroy the Pix if there is one, freeing memory. + virtual void Clear(); + + /// Return true if no image has been set. + bool IsEmpty() const; + + /// SetImage makes a copy of all the image data, so it may be deleted + /// immediately after this call. + /// Greyscale of 8 and color of 24 or 32 bits per pixel may be given. + /// Palette color images will not work properly and must be converted to + /// 24 bit. + /// Binary images of 1 bit per pixel may also be given but they must be + /// byte packed with the MSB of the first byte being the first pixel, and a + /// one pixel is WHITE. For binary images set bytes_per_pixel=0. + void SetImage(const unsigned char* imagedata, int width, int height, + int bytes_per_pixel, int bytes_per_line); + + /// Store the coordinates of the rectangle to process for later use. + /// Doesn't actually do any thresholding. + void SetRectangle(int left, int top, int width, int height); + + /// Get enough parameters to be able to rebuild bounding boxes in the + /// original image (not just within the rectangle). + /// Left and top are enough with top-down coordinates, but + /// the height of the rectangle and the image are needed for bottom-up. + virtual void GetImageSizes(int* left, int* top, int* width, int* height, + int* imagewidth, int* imageheight); + + /// Return true if the source image is color. + bool IsColor() const { + return pix_channels_ >= 3; + } + + /// Returns true if the source image is binary. + bool IsBinary() const { + return pix_channels_ == 0; + } + + int GetScaleFactor() const { + return scale_; + } + + // Set the resolution of the source image in pixels per inch. + // This should be called right after SetImage(), and will let us return + // appropriate font sizes for the text. + void SetSourceYResolution(int ppi) { + yres_ = ppi; + estimated_res_ = ppi; + } + int GetSourceYResolution() const { + return yres_; + } + int GetScaledYResolution() const { + return scale_ * yres_; + } + // Set the resolution of the source image in pixels per inch, as estimated + // by the thresholder from the text size found during thresholding. + // This value will be used to set internal size thresholds during recognition + // and will not influence the output "point size." The default value is + // the same as the source resolution. (yres_) + void SetEstimatedResolution(int ppi) { + estimated_res_ = ppi; + } + // Returns the estimated resolution, including any active scaling. + // This value will be used to set internal size thresholds during recognition. + int GetScaledEstimatedResolution() const { + return scale_ * estimated_res_; + } + + /// Pix vs raw, which to use? Pix is the preferred input for efficiency, + /// since raw buffers are copied. + /// SetImage for Pix clones its input, so the source pix may be pixDestroyed + /// immediately after, but may not go away until after the Thresholder has + /// finished with it. + void SetImage(const Pix* pix); + + /// Threshold the source image as efficiently as possible to the output Pix. + /// Creates a Pix and sets pix to point to the resulting pointer. + /// Caller must use pixDestroy to free the created Pix. + virtual void ThresholdToPix(PageSegMode pageseg_mode, Pix** pix); + + // Gets a pix that contains an 8 bit threshold value at each pixel. The + // returned pix may be an integer reduction of the binary image such that + // the scale factor may be inferred from the ratio of the sizes, even down + // to the extreme of a 1x1 pixel thresholds image. + // Ideally the 8 bit threshold should be the exact threshold used to generate + // the binary image in ThresholdToPix, but this is not a hard constraint. + // Returns NULL if the input is binary. PixDestroy after use. + virtual Pix* GetPixRectThresholds(); + + /// Get a clone/copy of the source image rectangle. + /// The returned Pix must be pixDestroyed. + /// This function will be used in the future by the page layout analysis, and + /// the layout analysis that uses it will only be available with Leptonica, + /// so there is no raw equivalent. + Pix* GetPixRect(); + + // Get a clone/copy of the source image rectangle, reduced to greyscale, + // and at the same resolution as the output binary. + // The returned Pix must be pixDestroyed. + // Provided to the classifier to extract features from the greyscale image. + virtual Pix* GetPixRectGrey(); + + protected: + // ---------------------------------------------------------------------- + // Utility functions that may be useful components for other thresholders. + + /// Common initialization shared between SetImage methods. + virtual void Init(); + + /// Return true if we are processing the full image. + bool IsFullImage() const { + return rect_left_ == 0 && rect_top_ == 0 && + rect_width_ == image_width_ && rect_height_ == image_height_; + } + + // Otsu thresholds the rectangle, taking the rectangle from *this. + void OtsuThresholdRectToPix(Pix* src_pix, Pix** out_pix) const; + + /// Threshold the rectangle, taking everything except the src_pix + /// from the class, using thresholds/hi_values to the output pix. + /// NOTE that num_channels is the size of the thresholds and hi_values + // arrays and also the bytes per pixel in src_pix. + void ThresholdRectToPix(Pix* src_pix, int num_channels, + const int* thresholds, const int* hi_values, + Pix** pix) const; + + protected: + /// Clone or other copy of the source Pix. + /// The pix will always be PixDestroy()ed on destruction of the class. + Pix* pix_; + + int image_width_; //< Width of source pix_. + int image_height_; //< Height of source pix_. + int pix_channels_; //< Number of 8-bit channels in pix_. + int pix_wpl_; //< Words per line of pix_. + // Limits of image rectangle to be processed. + int scale_; //< Scale factor from original image. + int yres_; //< y pixels/inch in source image. + int estimated_res_; //< Resolution estimate from text size. + int rect_left_; + int rect_top_; + int rect_width_; + int rect_height_; + }; + +} // namespace tesseract. + +#endif // TESSERACT_CCMAIN_THRESHOLDER_H__ diff --git a/3rdparty/hgOCR/include/ccmain/vcsversion.h b/3rdparty/hgOCR/include/ccmain/vcsversion.h new file mode 100644 index 00000000..d6207330 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/vcsversion.h @@ -0,0 +1,2 @@ +#define GIT_REV "3.05.00dev" + diff --git a/3rdparty/hgOCR/include/ccmain/werdit.cpp b/3rdparty/hgOCR/include/ccmain/werdit.cpp new file mode 100644 index 00000000..c212b703 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/werdit.cpp @@ -0,0 +1,59 @@ +/********************************************************************** + * File: werdit.cpp (Formerly wordit.c) + * Description: An iterator for passing over all the words in a document. + * Author: Ray Smith + * Created: Mon Apr 27 08:51:22 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "werdit.h" + + /********************************************************************** + * make_pseudo_word + * + * Make all the blobs inside a selection into a single word. + * The returned PAGE_RES_IT* it points to the new word. After use, call + * it->DeleteCurrentWord() to delete the fake word, and then + * delete it to get rid of the iterator itself. + **********************************************************************/ + +PAGE_RES_IT* make_pseudo_word(PAGE_RES* page_res, const TBOX& selection_box) { + PAGE_RES_IT pr_it(page_res); + C_BLOB_LIST new_blobs; // list of gathered blobs + C_BLOB_IT new_blob_it = &new_blobs; // iterator + + for (WERD_RES* word_res = pr_it.word(); word_res != NULL; + word_res = pr_it.forward()) { + WERD* word = word_res->word; + if (word->bounding_box().overlap(selection_box)) { + C_BLOB_IT blob_it(word->cblob_list()); + for (blob_it.mark_cycle_pt(); + !blob_it.cycled_list(); blob_it.forward()) { + C_BLOB* blob = blob_it.data(); + if (blob->bounding_box().overlap(selection_box)) { + new_blob_it.add_after_then_move(C_BLOB::deep_copy(blob)); + } + } + if (!new_blobs.empty()) { + WERD* pseudo_word = new WERD(&new_blobs, 1, NULL); + word_res = pr_it.InsertSimpleCloneWord(*word_res, pseudo_word); + PAGE_RES_IT* it = new PAGE_RES_IT(page_res); + while (it->word() != word_res && it->word() != NULL) it->forward(); + ASSERT_HOST(it->word() == word_res); + return it; + } + } + } + return NULL; +} diff --git a/3rdparty/hgOCR/include/ccmain/werdit.h b/3rdparty/hgOCR/include/ccmain/werdit.h new file mode 100644 index 00000000..5ffc9997 --- /dev/null +++ b/3rdparty/hgOCR/include/ccmain/werdit.h @@ -0,0 +1,27 @@ +/********************************************************************** + * File: wordit.c + * Description: An iterator for passing over all the words in a document. + * Author: Ray Smith + * Created: Mon Apr 27 08:51:22 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef WERDIT_H +#define WERDIT_H + +#include "pageres.h" + +PAGE_RES_IT* make_pseudo_word(PAGE_RES* page_res, const TBOX& selection_box); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/blamer.cpp b/3rdparty/hgOCR/include/ccstruct/blamer.cpp new file mode 100644 index 00000000..0120b19b --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blamer.cpp @@ -0,0 +1,603 @@ +/////////////////////////////////////////////////////////////////////// +// File: blamer.cpp +// Description: Module allowing precise error causes to be allocated. +// Author: Rike Antonova +// Refactored: Ray Smith +// Created: Mon Feb 04 14:37:01 PST 2013 +// +// (C) Copyright 2013, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "blamer.h" +#include "blobs.h" +#include "matrix.h" +#include "normalis.h" +#include "pageres.h" + +// Names for each value of IncorrectResultReason enum. Keep in sync. +const char kBlameCorrect[] = "corr"; +const char kBlameClassifier[] = "cl"; +const char kBlameChopper[] = "chop"; +const char kBlameClassLMTradeoff[] = "cl/LM"; +const char kBlamePageLayout[] = "pglt"; +const char kBlameSegsearchHeur[] = "ss_heur"; +const char kBlameSegsearchPP[] = "ss_pp"; +const char kBlameClassOldLMTradeoff[] = "cl/old_LM"; +const char kBlameAdaption[] = "adapt"; +const char kBlameNoTruthSplit[] = "no_tr_spl"; +const char kBlameNoTruth[] = "no_tr"; +const char kBlameUnknown[] = "unkn"; + +const char * const kIncorrectResultReasonNames[] = { + kBlameCorrect, + kBlameClassifier, + kBlameChopper, + kBlameClassLMTradeoff, + kBlamePageLayout, + kBlameSegsearchHeur, + kBlameSegsearchPP, + kBlameClassOldLMTradeoff, + kBlameAdaption, + kBlameNoTruthSplit, + kBlameNoTruth, + kBlameUnknown +}; + +const char *BlamerBundle::IncorrectReasonName(IncorrectResultReason irr) { + return kIncorrectResultReasonNames[irr]; +} + +const char *BlamerBundle::IncorrectReason() const { + return kIncorrectResultReasonNames[incorrect_result_reason_]; +} + +// Functions to setup the blamer. +// Whole word string, whole word bounding box. +void BlamerBundle::SetWordTruth(const UNICHARSET& unicharset, + const char* truth_str, const TBOX& word_box) { + truth_word_.InsertBox(0, word_box); + truth_has_char_boxes_ = false; + // Encode the string as UNICHAR_IDs. + GenericVector encoding; + GenericVector lengths; + unicharset.encode_string(truth_str, false, &encoding, &lengths, NULL); + int total_length = 0; + for (int i = 0; i < encoding.size(); total_length += lengths[i++]) { + STRING uch(truth_str + total_length); + uch.truncate_at(lengths[i] - total_length); + UNICHAR_ID id = encoding[i]; + if (id != INVALID_UNICHAR_ID) uch = unicharset.get_normed_unichar(id); + truth_text_.push_back(uch); + } +} + +// Single "character" string, "character" bounding box. +// May be called multiple times to indicate the characters in a word. +void BlamerBundle::SetSymbolTruth(const UNICHARSET& unicharset, + const char* char_str, const TBOX& char_box) { + STRING symbol_str(char_str); + UNICHAR_ID id = unicharset.unichar_to_id(char_str); + if (id != INVALID_UNICHAR_ID) { + STRING normed_uch(unicharset.get_normed_unichar(id)); + if (normed_uch.length() > 0) symbol_str = normed_uch; + } + int length = truth_word_.length(); + truth_text_.push_back(symbol_str); + truth_word_.InsertBox(length, char_box); + if (length == 0) + truth_has_char_boxes_ = true; + else if (truth_word_.BlobBox(length - 1) == char_box) + truth_has_char_boxes_ = false; +} + +// Marks that there is something wrong with the truth text, like it contains +// reject characters. +void BlamerBundle::SetRejectedTruth() { + incorrect_result_reason_ = IRR_NO_TRUTH; + truth_has_char_boxes_ = false; +} + +// Returns true if the provided word_choice is correct. +bool BlamerBundle::ChoiceIsCorrect(const WERD_CHOICE* word_choice) const { + if (word_choice == NULL) return false; + const UNICHARSET* uni_set = word_choice->unicharset(); + STRING normed_choice_str; + for (int i = 0; i < word_choice->length(); ++i) { + normed_choice_str += + uni_set->get_normed_unichar(word_choice->unichar_id(i)); + } + STRING truth_str = TruthString(); + return truth_str == normed_choice_str; +} + +void BlamerBundle::FillDebugString(const STRING &msg, + const WERD_CHOICE *choice, + STRING *debug) { + (*debug) += "Truth "; + for (int i = 0; i < this->truth_text_.length(); ++i) { + (*debug) += this->truth_text_[i]; + } + if (!this->truth_has_char_boxes_) (*debug) += " (no char boxes)"; + if (choice != NULL) { + (*debug) += " Choice "; + STRING choice_str; + choice->string_and_lengths(&choice_str, NULL); + (*debug) += choice_str; + } + if (msg.length() > 0) { + (*debug) += "\n"; + (*debug) += msg; + } + (*debug) += "\n"; +} + +// Sets up the norm_truth_word from truth_word using the given DENORM. +void BlamerBundle::SetupNormTruthWord(const DENORM& denorm) { + // TODO(rays) Is this the last use of denorm in WERD_RES and can it go? + norm_box_tolerance_ = kBlamerBoxTolerance * denorm.x_scale(); + TPOINT topleft; + TPOINT botright; + TPOINT norm_topleft; + TPOINT norm_botright; + for (int b = 0; b < truth_word_.length(); ++b) { + const TBOX &box = truth_word_.BlobBox(b); + topleft.x = box.left(); + topleft.y = box.top(); + botright.x = box.right(); + botright.y = box.bottom(); + denorm.NormTransform(NULL, topleft, &norm_topleft); + denorm.NormTransform(NULL, botright, &norm_botright); + TBOX norm_box(norm_topleft.x, norm_botright.y, + norm_botright.x, norm_topleft.y); + norm_truth_word_.InsertBox(b, norm_box); + } +} + +// Splits *this into two pieces in bundle1 and bundle2 (preallocated, empty +// bundles) where the right edge/ of the left-hand word is word1_right, +// and the left edge of the right-hand word is word2_left. +void BlamerBundle::SplitBundle(int word1_right, int word2_left, bool debug, + BlamerBundle* bundle1, + BlamerBundle* bundle2) const { + STRING debug_str; + // Find truth boxes that correspond to the split in the blobs. + int b; + int begin2_truth_index = -1; + if (incorrect_result_reason_ != IRR_NO_TRUTH && + truth_has_char_boxes_) { + debug_str = "Looking for truth split at"; + debug_str.add_str_int(" end1_x ", word1_right); + debug_str.add_str_int(" begin2_x ", word2_left); + debug_str += "\nnorm_truth_word boxes:\n"; + if (norm_truth_word_.length() > 1) { + norm_truth_word_.BlobBox(0).print_to_str(&debug_str); + for (b = 1; b < norm_truth_word_.length(); ++b) { + norm_truth_word_.BlobBox(b).print_to_str(&debug_str); + if ((abs(word1_right - norm_truth_word_.BlobBox(b - 1).right()) < + norm_box_tolerance_) && + (abs(word2_left - norm_truth_word_.BlobBox(b).left()) < + norm_box_tolerance_)) { + begin2_truth_index = b; + debug_str += "Split found"; + break; + } + } + debug_str += '\n'; + } + } + // Populate truth information in word and word2 with the first and second + // part of the original truth. + if (begin2_truth_index > 0) { + bundle1->truth_has_char_boxes_ = true; + bundle1->norm_box_tolerance_ = norm_box_tolerance_; + bundle2->truth_has_char_boxes_ = true; + bundle2->norm_box_tolerance_ = norm_box_tolerance_; + BlamerBundle *curr_bb = bundle1; + for (b = 0; b < norm_truth_word_.length(); ++b) { + if (b == begin2_truth_index) curr_bb = bundle2; + curr_bb->norm_truth_word_.InsertBox(b, norm_truth_word_.BlobBox(b)); + curr_bb->truth_word_.InsertBox(b, truth_word_.BlobBox(b)); + curr_bb->truth_text_.push_back(truth_text_[b]); + } + } + else if (incorrect_result_reason_ == IRR_NO_TRUTH) { + bundle1->incorrect_result_reason_ = IRR_NO_TRUTH; + bundle2->incorrect_result_reason_ = IRR_NO_TRUTH; + } + else { + debug_str += "Truth split not found"; + debug_str += truth_has_char_boxes_ ? + "\n" : " (no truth char boxes)\n"; + bundle1->SetBlame(IRR_NO_TRUTH_SPLIT, debug_str, NULL, debug); + bundle2->SetBlame(IRR_NO_TRUTH_SPLIT, debug_str, NULL, debug); + } +} + +// "Joins" the blames from bundle1 and bundle2 into *this. +void BlamerBundle::JoinBlames(const BlamerBundle& bundle1, + const BlamerBundle& bundle2, bool debug) { + STRING debug_str; + IncorrectResultReason irr = incorrect_result_reason_; + if (irr != IRR_NO_TRUTH_SPLIT) debug_str = ""; + if (bundle1.incorrect_result_reason_ != IRR_CORRECT && + bundle1.incorrect_result_reason_ != IRR_NO_TRUTH && + bundle1.incorrect_result_reason_ != IRR_NO_TRUTH_SPLIT) { + debug_str += "Blame from part 1: "; + debug_str += bundle1.debug_; + irr = bundle1.incorrect_result_reason_; + } + if (bundle2.incorrect_result_reason_ != IRR_CORRECT && + bundle2.incorrect_result_reason_ != IRR_NO_TRUTH && + bundle2.incorrect_result_reason_ != IRR_NO_TRUTH_SPLIT) { + debug_str += "Blame from part 2: "; + debug_str += bundle2.debug_; + if (irr == IRR_CORRECT) { + irr = bundle2.incorrect_result_reason_; + } + else if (irr != bundle2.incorrect_result_reason_) { + irr = IRR_UNKNOWN; + } + } + incorrect_result_reason_ = irr; + if (irr != IRR_CORRECT && irr != IRR_NO_TRUTH) { + SetBlame(irr, debug_str, NULL, debug); + } +} + +// If a blob with the same bounding box as one of the truth character +// bounding boxes is not classified as the corresponding truth character +// blames character classifier for incorrect answer. +void BlamerBundle::BlameClassifier(const UNICHARSET& unicharset, + const TBOX& blob_box, + const BLOB_CHOICE_LIST& choices, + bool debug) { + if (!truth_has_char_boxes_ || + incorrect_result_reason_ != IRR_CORRECT) + return; // Nothing to do here. + + for (int b = 0; b < norm_truth_word_.length(); ++b) { + const TBOX &truth_box = norm_truth_word_.BlobBox(b); + // Note that we are more strict on the bounding box boundaries here + // than in other places (chopper, segmentation search), since we do + // not have the ability to check the previous and next bounding box. + if (blob_box.x_almost_equal(truth_box, norm_box_tolerance_ / 2)) { + bool found = false; + bool incorrect_adapted = false; + UNICHAR_ID incorrect_adapted_id = INVALID_UNICHAR_ID; + const char *truth_str = truth_text_[b].string(); + // We promise not to modify the list or its contents, using a + // const BLOB_CHOICE* below. + BLOB_CHOICE_IT choices_it(const_cast(&choices)); + for (choices_it.mark_cycle_pt(); !choices_it.cycled_list(); + choices_it.forward()) { + const BLOB_CHOICE* choice = choices_it.data(); + if (strcmp(truth_str, unicharset.get_normed_unichar( + choice->unichar_id())) == 0) { + found = true; + break; + } + else if (choice->IsAdapted()) { + incorrect_adapted = true; + incorrect_adapted_id = choice->unichar_id(); + } + } // end choices_it for loop + if (!found) { + STRING debug_str = "unichar "; + debug_str += truth_str; + debug_str += " not found in classification list"; + SetBlame(IRR_CLASSIFIER, debug_str, NULL, debug); + } + else if (incorrect_adapted) { + STRING debug_str = "better rating for adapted "; + debug_str += unicharset.id_to_unichar(incorrect_adapted_id); + debug_str += " than for correct "; + debug_str += truth_str; + SetBlame(IRR_ADAPTION, debug_str, NULL, debug); + } + break; + } + } // end iterating over blamer_bundle->norm_truth_word +} + +// Checks whether chops were made at all the character bounding box +// boundaries in word->truth_word. If not - blames the chopper for an +// incorrect answer. +void BlamerBundle::SetChopperBlame(const WERD_RES* word, bool debug) { + if (NoTruth() || !truth_has_char_boxes_ || + word->chopped_word->blobs.empty()) { + return; + } + STRING debug_str; + bool missing_chop = false; + int num_blobs = word->chopped_word->blobs.size(); + int box_index = 0; + int blob_index = 0; + inT16 truth_x = -1; + while (box_index < truth_word_.length() && blob_index < num_blobs) { + truth_x = norm_truth_word_.BlobBox(box_index).right(); + TBLOB * curr_blob = word->chopped_word->blobs[blob_index]; + if (curr_blob->bounding_box().right() < truth_x - norm_box_tolerance_) { + ++blob_index; + continue; // encountered an extra chop, keep looking + } + else if (curr_blob->bounding_box().right() > + truth_x + norm_box_tolerance_) { + missing_chop = true; + break; + } + else { + ++blob_index; + } + } + if (missing_chop || box_index < norm_truth_word_.length()) { + STRING debug_str; + if (missing_chop) { + debug_str.add_str_int("Detected missing chop (tolerance=", + norm_box_tolerance_); + debug_str += ") at Bounding Box="; + TBLOB * curr_blob = word->chopped_word->blobs[blob_index]; + curr_blob->bounding_box().print_to_str(&debug_str); + debug_str.add_str_int("\nNo chop for truth at x=", truth_x); + } + else { + debug_str.add_str_int("Missing chops for last ", + norm_truth_word_.length() - box_index); + debug_str += " truth box(es)"; + } + debug_str += "\nMaximally chopped word boxes:\n"; + for (blob_index = 0; blob_index < num_blobs; ++blob_index) { + TBLOB * curr_blob = word->chopped_word->blobs[blob_index]; + curr_blob->bounding_box().print_to_str(&debug_str); + debug_str += '\n'; + } + debug_str += "Truth bounding boxes:\n"; + for (box_index = 0; box_index < norm_truth_word_.length(); ++box_index) { + norm_truth_word_.BlobBox(box_index).print_to_str(&debug_str); + debug_str += '\n'; + } + SetBlame(IRR_CHOPPER, debug_str, word->best_choice, debug); + } +} + +// Blames the classifier or the language model if, after running only the +// chopper, best_choice is incorrect and no blame has been yet set. +// Blames the classifier if best_choice is classifier's top choice and is a +// dictionary word (i.e. language model could not have helped). +// Otherwise, blames the language model (formerly permuter word adjustment). +void BlamerBundle::BlameClassifierOrLangModel( + const WERD_RES* word, + const UNICHARSET& unicharset, bool valid_permuter, bool debug) { + if (valid_permuter) { + // Find out whether best choice is a top choice. + best_choice_is_dict_and_top_choice_ = true; + for (int i = 0; i < word->best_choice->length(); ++i) { + BLOB_CHOICE_IT blob_choice_it(word->GetBlobChoices(i)); + ASSERT_HOST(!blob_choice_it.empty()); + BLOB_CHOICE *first_choice = NULL; + for (blob_choice_it.mark_cycle_pt(); !blob_choice_it.cycled_list(); + blob_choice_it.forward()) { // find first non-fragment choice + if (!(unicharset.get_fragment(blob_choice_it.data()->unichar_id()))) { + first_choice = blob_choice_it.data(); + break; + } + } + ASSERT_HOST(first_choice != NULL); + if (first_choice->unichar_id() != word->best_choice->unichar_id(i)) { + best_choice_is_dict_and_top_choice_ = false; + break; + } + } + } + STRING debug_str; + if (best_choice_is_dict_and_top_choice_) { + debug_str = "Best choice is: incorrect, top choice, dictionary word"; + debug_str += " with permuter "; + debug_str += word->best_choice->permuter_name(); + } + else { + debug_str = "Classifier/Old LM tradeoff is to blame"; + } + SetBlame(best_choice_is_dict_and_top_choice_ ? IRR_CLASSIFIER + : IRR_CLASS_OLD_LM_TRADEOFF, + debug_str, word->best_choice, debug); +} + +// Sets up the correct_segmentation_* to mark the correct bounding boxes. +void BlamerBundle::SetupCorrectSegmentation(const TWERD* word, bool debug) { + params_training_bundle_.StartHypothesisList(); + if (incorrect_result_reason_ != IRR_CORRECT || !truth_has_char_boxes_) + return; // Nothing to do here. + + STRING debug_str; + debug_str += "Blamer computing correct_segmentation_cols\n"; + int curr_box_col = 0; + int next_box_col = 0; + int num_blobs = word->NumBlobs(); + if (num_blobs == 0) return; // No blobs to play with. + int blob_index = 0; + inT16 next_box_x = word->blobs[blob_index]->bounding_box().right(); + for (int truth_idx = 0; blob_index < num_blobs && + truth_idx < norm_truth_word_.length(); + ++blob_index) { + ++next_box_col; + inT16 curr_box_x = next_box_x; + if (blob_index + 1 < num_blobs) + next_box_x = word->blobs[blob_index + 1]->bounding_box().right(); + inT16 truth_x = norm_truth_word_.BlobBox(truth_idx).right(); + debug_str.add_str_int("Box x coord vs. truth: ", curr_box_x); + debug_str.add_str_int(" ", truth_x); + debug_str += "\n"; + if (curr_box_x > (truth_x + norm_box_tolerance_)) { + break; // failed to find a matching box + } + else if (curr_box_x >= truth_x - norm_box_tolerance_ && // matched + (blob_index + 1 >= num_blobs || // next box can't be included + next_box_x > truth_x + norm_box_tolerance_)) { + correct_segmentation_cols_.push_back(curr_box_col); + correct_segmentation_rows_.push_back(next_box_col - 1); + ++truth_idx; + debug_str.add_str_int("col=", curr_box_col); + debug_str.add_str_int(" row=", next_box_col - 1); + debug_str += "\n"; + curr_box_col = next_box_col; + } + } + if (blob_index < num_blobs || // trailing blobs + correct_segmentation_cols_.length() != norm_truth_word_.length()) { + debug_str.add_str_int("Blamer failed to find correct segmentation" + " (tolerance=", norm_box_tolerance_); + if (blob_index >= num_blobs) debug_str += " blob == NULL"; + debug_str += ")\n"; + debug_str.add_str_int(" path length ", correct_segmentation_cols_.length()); + debug_str.add_str_int(" vs. truth ", norm_truth_word_.length()); + debug_str += "\n"; + SetBlame(IRR_UNKNOWN, debug_str, NULL, debug); + correct_segmentation_cols_.clear(); + correct_segmentation_rows_.clear(); + } +} + +// Returns true if a guided segmentation search is needed. +bool BlamerBundle::GuidedSegsearchNeeded(const WERD_CHOICE *best_choice) const { + return incorrect_result_reason_ == IRR_CORRECT && + !segsearch_is_looking_for_blame_ && + truth_has_char_boxes_ && + !ChoiceIsCorrect(best_choice); +} + +// Setup ready to guide the segmentation search to the correct segmentation. +// The callback pp_cb is used to avoid a cyclic dependency. +// It calls into LMPainPoints::GenerateForBlamer by pre-binding the +// WERD_RES, and the LMPainPoints itself. +// pp_cb must be a permanent callback, and should be deleted by the caller. +void BlamerBundle::InitForSegSearch(const WERD_CHOICE *best_choice, + MATRIX* ratings, UNICHAR_ID wildcard_id, + bool debug, STRING *debug_str, + TessResultCallback2* cb) { + segsearch_is_looking_for_blame_ = true; + if (debug) { + tprintf("segsearch starting to look for blame\n"); + } + // Fill pain points for any unclassifed blob corresponding to the + // correct segmentation state. + *debug_str += "Correct segmentation:\n"; + for (int idx = 0; idx < correct_segmentation_cols_.length(); ++idx) { + debug_str->add_str_int("col=", correct_segmentation_cols_[idx]); + debug_str->add_str_int(" row=", correct_segmentation_rows_[idx]); + *debug_str += "\n"; + if (!ratings->Classified(correct_segmentation_cols_[idx], + correct_segmentation_rows_[idx], + wildcard_id) && + !cb->Run(correct_segmentation_cols_[idx], + correct_segmentation_rows_[idx])) { + segsearch_is_looking_for_blame_ = false; + *debug_str += "\nFailed to insert pain point\n"; + SetBlame(IRR_SEGSEARCH_HEUR, *debug_str, best_choice, debug); + break; + } + } // end for blamer_bundle->correct_segmentation_cols/rows +} +// Returns true if the guided segsearch is in progress. +bool BlamerBundle::GuidedSegsearchStillGoing() const { + return segsearch_is_looking_for_blame_; +} + +// The segmentation search has ended. Sets the blame appropriately. +void BlamerBundle::FinishSegSearch(const WERD_CHOICE *best_choice, + bool debug, STRING *debug_str) { + // If we are still looking for blame (i.e. best_choice is incorrect, but a + // path representing the correct segmentation could be constructed), we can + // blame segmentation search pain point prioritization if the rating of the + // path corresponding to the correct segmentation is better than that of + // best_choice (i.e. language model would have done the correct thing, but + // because of poor pain point prioritization the correct segmentation was + // never explored). Otherwise we blame the tradeoff between the language model + // and the classifier, since even after exploring the path corresponding to + // the correct segmentation incorrect best_choice would have been chosen. + // One special case when we blame the classifier instead is when best choice + // is incorrect, but it is a dictionary word and it classifier's top choice. + if (segsearch_is_looking_for_blame_) { + segsearch_is_looking_for_blame_ = false; + if (best_choice_is_dict_and_top_choice_) { + *debug_str = "Best choice is: incorrect, top choice, dictionary word"; + *debug_str += " with permuter "; + *debug_str += best_choice->permuter_name(); + SetBlame(IRR_CLASSIFIER, *debug_str, best_choice, debug); + } + else if (best_correctly_segmented_rating_ < + best_choice->rating()) { + *debug_str += "Correct segmentation state was not explored"; + SetBlame(IRR_SEGSEARCH_PP, *debug_str, best_choice, debug); + } + else { + if (best_correctly_segmented_rating_ >= + WERD_CHOICE::kBadRating) { + *debug_str += "Correct segmentation paths were pruned by LM\n"; + } + else { + debug_str->add_str_double("Best correct segmentation rating ", + best_correctly_segmented_rating_); + debug_str->add_str_double(" vs. best choice rating ", + best_choice->rating()); + } + SetBlame(IRR_CLASS_LM_TRADEOFF, *debug_str, best_choice, debug); + } + } +} + +// If the bundle is null or still does not indicate the correct result, +// fix it and use some backup reason for the blame. +void BlamerBundle::LastChanceBlame(bool debug, WERD_RES* word) { + if (word->blamer_bundle == NULL) { + word->blamer_bundle = new BlamerBundle(); + word->blamer_bundle->SetBlame(IRR_PAGE_LAYOUT, "LastChanceBlame", + word->best_choice, debug); + } + else if (word->blamer_bundle->incorrect_result_reason_ == IRR_NO_TRUTH) { + word->blamer_bundle->SetBlame(IRR_NO_TRUTH, "Rejected truth", + word->best_choice, debug); + } + else { + bool correct = word->blamer_bundle->ChoiceIsCorrect(word->best_choice); + IncorrectResultReason irr = word->blamer_bundle->incorrect_result_reason_; + if (irr == IRR_CORRECT && !correct) { + STRING debug_str = "Choice is incorrect after recognition"; + word->blamer_bundle->SetBlame(IRR_UNKNOWN, debug_str, word->best_choice, + debug); + } + else if (irr != IRR_CORRECT && correct) { + if (debug) { + tprintf("Corrected %s\n", word->blamer_bundle->debug_.string()); + } + word->blamer_bundle->incorrect_result_reason_ = IRR_CORRECT; + word->blamer_bundle->debug_ = ""; + } + } +} + +// Sets the misadaption debug if this word is incorrect, as this word is +// being adapted to. +void BlamerBundle::SetMisAdaptionDebug(const WERD_CHOICE *best_choice, + bool debug) { + if (incorrect_result_reason_ != IRR_NO_TRUTH && + !ChoiceIsCorrect(best_choice)) { + misadaption_debug_ = "misadapt to word ("; + misadaption_debug_ += best_choice->permuter_name(); + misadaption_debug_ += "): "; + FillDebugString("", best_choice, &misadaption_debug_); + if (debug) { + tprintf("%s\n", misadaption_debug_.string()); + } + } +} + diff --git a/3rdparty/hgOCR/include/ccstruct/blamer.h b/3rdparty/hgOCR/include/ccstruct/blamer.h new file mode 100644 index 00000000..8b33b7f5 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blamer.h @@ -0,0 +1,333 @@ +/////////////////////////////////////////////////////////////////////// +// File: blamer.h +// Description: Module allowing precise error causes to be allocated. +// Author: Rike Antonova +// Refactored: Ray Smith +// Created: Mon Feb 04 14:37:01 PST 2013 +// +// (C) Copyright 2013, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCSTRUCT_BLAMER_H_ +#define TESSERACT_CCSTRUCT_BLAMER_H_ + +#include +#include "boxword.h" +#include "genericvector.h" +#include "matrix.h" +#include "params_training_featdef.h" +#include "ratngs.h" +#include "strngs.h" +#include "tesscallback.h" + +static const inT16 kBlamerBoxTolerance = 5; + +// Enum for expressing the source of error. +// Note: Please update kIncorrectResultReasonNames when modifying this enum. +enum IncorrectResultReason { + // The text recorded in best choice == truth text + IRR_CORRECT, + // Either: Top choice is incorrect and is a dictionary word (language model + // is unlikely to help correct such errors, so blame the classifier). + // Or: the correct unichar was not included in shortlist produced by the + // classifier at all. + IRR_CLASSIFIER, + // Chopper have not found one or more splits that correspond to the correct + // character bounding boxes recorded in BlamerBundle::truth_word. + IRR_CHOPPER, + // Classifier did include correct unichars for each blob in the correct + // segmentation, however its rating could have been too bad to allow the + // language model to pull out the correct choice. On the other hand the + // strength of the language model might have been too weak to favor the + // correct answer, this we call this case a classifier-language model + // tradeoff error. + IRR_CLASS_LM_TRADEOFF, + // Page layout failed to produce the correct bounding box. Blame page layout + // if the truth was not found for the word, which implies that the bounding + // box of the word was incorrect (no truth word had a similar bounding box). + IRR_PAGE_LAYOUT, + // SegSearch heuristic prevented one or more blobs from the correct + // segmentation state to be classified (e.g. the blob was too wide). + IRR_SEGSEARCH_HEUR, + // The correct segmentaiton state was not explored because of poor SegSearch + // pain point prioritization. We blame SegSearch pain point prioritization + // if the best rating of a choice constructed from correct segmentation is + // better than that of the best choice (i.e. if we got to explore the correct + // segmentation state, language model would have picked the correct choice). + IRR_SEGSEARCH_PP, + // Same as IRR_CLASS_LM_TRADEOFF, but used when we only run chopper on a word, + // and thus use the old language model (permuters). + // TODO(antonova): integrate the new language mode with chopper + IRR_CLASS_OLD_LM_TRADEOFF, + // If there is an incorrect adaptive template match with a better score than + // a correct one (either pre-trained or adapted), mark this as adaption error. + IRR_ADAPTION, + // split_and_recog_word() failed to find a suitable split in truth. + IRR_NO_TRUTH_SPLIT, + // Truth is not available for this word (e.g. when words in corrected content + // file are turned into ~~~~ because an appropriate alignment was not found. + IRR_NO_TRUTH, + // The text recorded in best choice != truth text, but none of the above + // reasons are set. + IRR_UNKNOWN, + + IRR_NUM_REASONS +}; + +// Blamer-related information to determine the source of errors. +struct BlamerBundle { + static const char *IncorrectReasonName(IncorrectResultReason irr); + BlamerBundle() : truth_has_char_boxes_(false), + incorrect_result_reason_(IRR_CORRECT), + lattice_data_(NULL) { + ClearResults(); + } + BlamerBundle(const BlamerBundle &other) { + this->CopyTruth(other); + this->CopyResults(other); + } + ~BlamerBundle() { delete[] lattice_data_; } + + // Accessors. + STRING TruthString() const { + STRING truth_str; + for (int i = 0; i < truth_text_.length(); ++i) + truth_str += truth_text_[i]; + return truth_str; + } + IncorrectResultReason incorrect_result_reason() const { + return incorrect_result_reason_; + } + bool NoTruth() const { + return incorrect_result_reason_ == IRR_NO_TRUTH || + incorrect_result_reason_ == IRR_PAGE_LAYOUT; + } + bool HasDebugInfo() const { + return debug_.length() > 0 || misadaption_debug_.length() > 0; + } + const STRING& debug() const { + return debug_; + } + const STRING& misadaption_debug() const { + return misadaption_debug_; + } + void UpdateBestRating(float rating) { + if (rating < best_correctly_segmented_rating_) + best_correctly_segmented_rating_ = rating; + } + int correct_segmentation_length() const { + return correct_segmentation_cols_.length(); + } + // Returns true if the given ratings matrix col,row position is included + // in the correct segmentation path at the given index. + bool MatrixPositionCorrect(int index, const MATRIX_COORD& coord) { + return correct_segmentation_cols_[index] == coord.col && + correct_segmentation_rows_[index] == coord.row; + } + void set_best_choice_is_dict_and_top_choice(bool value) { + best_choice_is_dict_and_top_choice_ = value; + } + const char* lattice_data() const { + return lattice_data_; + } + int lattice_size() const { + return lattice_size_; // size of lattice_data in bytes + } + void set_lattice_data(const char* data, int size) { + lattice_size_ = size; + delete[] lattice_data_; + lattice_data_ = new char[lattice_size_]; + memcpy(lattice_data_, data, lattice_size_); + } + const tesseract::ParamsTrainingBundle& params_training_bundle() const { + return params_training_bundle_; + } + // Adds a new ParamsTrainingHypothesis to the current hypothesis list. + void AddHypothesis(const tesseract::ParamsTrainingHypothesis& hypo) { + params_training_bundle_.AddHypothesis(hypo); + } + + // Functions to setup the blamer. + // Whole word string, whole word bounding box. + void SetWordTruth(const UNICHARSET& unicharset, + const char* truth_str, const TBOX& word_box); + // Single "character" string, "character" bounding box. + // May be called multiple times to indicate the characters in a word. + void SetSymbolTruth(const UNICHARSET& unicharset, + const char* char_str, const TBOX& char_box); + // Marks that there is something wrong with the truth text, like it contains + // reject characters. + void SetRejectedTruth(); + + // Returns true if the provided word_choice is correct. + bool ChoiceIsCorrect(const WERD_CHOICE* word_choice) const; + + void ClearResults() { + norm_truth_word_.DeleteAllBoxes(); + norm_box_tolerance_ = 0; + if (!NoTruth()) incorrect_result_reason_ = IRR_CORRECT; + debug_ = ""; + segsearch_is_looking_for_blame_ = false; + best_correctly_segmented_rating_ = WERD_CHOICE::kBadRating; + correct_segmentation_cols_.clear(); + correct_segmentation_rows_.clear(); + best_choice_is_dict_and_top_choice_ = false; + delete[] lattice_data_; + lattice_data_ = NULL; + lattice_size_ = 0; + } + void CopyTruth(const BlamerBundle &other) { + truth_has_char_boxes_ = other.truth_has_char_boxes_; + truth_word_ = other.truth_word_; + truth_text_ = other.truth_text_; + incorrect_result_reason_ = + (other.NoTruth() ? other.incorrect_result_reason_ : IRR_CORRECT); + } + void CopyResults(const BlamerBundle &other) { + norm_truth_word_ = other.norm_truth_word_; + norm_box_tolerance_ = other.norm_box_tolerance_; + incorrect_result_reason_ = other.incorrect_result_reason_; + segsearch_is_looking_for_blame_ = other.segsearch_is_looking_for_blame_; + best_correctly_segmented_rating_ = other.best_correctly_segmented_rating_; + correct_segmentation_cols_ = other.correct_segmentation_cols_; + correct_segmentation_rows_ = other.correct_segmentation_rows_; + best_choice_is_dict_and_top_choice_ = + other.best_choice_is_dict_and_top_choice_; + if (other.lattice_data_ != NULL) { + lattice_data_ = new char[other.lattice_size_]; + memcpy(lattice_data_, other.lattice_data_, other.lattice_size_); + lattice_size_ = other.lattice_size_; + } + else { + lattice_data_ = NULL; + } + } + const char *IncorrectReason() const; + + // Appends choice and truth details to the given debug string. + void FillDebugString(const STRING &msg, const WERD_CHOICE *choice, + STRING *debug); + + // Sets up the norm_truth_word from truth_word using the given DENORM. + void SetupNormTruthWord(const DENORM& denorm); + + // Splits *this into two pieces in bundle1 and bundle2 (preallocated, empty + // bundles) where the right edge/ of the left-hand word is word1_right, + // and the left edge of the right-hand word is word2_left. + void SplitBundle(int word1_right, int word2_left, bool debug, + BlamerBundle* bundle1, BlamerBundle* bundle2) const; + // "Joins" the blames from bundle1 and bundle2 into *this. + void JoinBlames(const BlamerBundle& bundle1, const BlamerBundle& bundle2, + bool debug); + + // If a blob with the same bounding box as one of the truth character + // bounding boxes is not classified as the corresponding truth character + // blames character classifier for incorrect answer. + void BlameClassifier(const UNICHARSET& unicharset, + const TBOX& blob_box, + const BLOB_CHOICE_LIST& choices, + bool debug); + + + // Checks whether chops were made at all the character bounding box + // boundaries in word->truth_word. If not - blames the chopper for an + // incorrect answer. + void SetChopperBlame(const WERD_RES* word, bool debug); + // Blames the classifier or the language model if, after running only the + // chopper, best_choice is incorrect and no blame has been yet set. + // Blames the classifier if best_choice is classifier's top choice and is a + // dictionary word (i.e. language model could not have helped). + // Otherwise, blames the language model (formerly permuter word adjustment). + void BlameClassifierOrLangModel( + const WERD_RES* word, + const UNICHARSET& unicharset, bool valid_permuter, bool debug); + // Sets up the correct_segmentation_* to mark the correct bounding boxes. + void SetupCorrectSegmentation(const TWERD* word, bool debug); + + // Returns true if a guided segmentation search is needed. + bool GuidedSegsearchNeeded(const WERD_CHOICE *best_choice) const; + // Setup ready to guide the segmentation search to the correct segmentation. + // The callback pp_cb is used to avoid a cyclic dependency. + // It calls into LMPainPoints::GenerateForBlamer by pre-binding the + // WERD_RES, and the LMPainPoints itself. + // pp_cb must be a permanent callback, and should be deleted by the caller. + void InitForSegSearch(const WERD_CHOICE *best_choice, + MATRIX* ratings, UNICHAR_ID wildcard_id, + bool debug, STRING *debug_str, + TessResultCallback2* pp_cb); + // Returns true if the guided segsearch is in progress. + bool GuidedSegsearchStillGoing() const; + // The segmentation search has ended. Sets the blame appropriately. + void FinishSegSearch(const WERD_CHOICE *best_choice, + bool debug, STRING *debug_str); + + // If the bundle is null or still does not indicate the correct result, + // fix it and use some backup reason for the blame. + static void LastChanceBlame(bool debug, WERD_RES* word); + + // Sets the misadaption debug if this word is incorrect, as this word is + // being adapted to. + void SetMisAdaptionDebug(const WERD_CHOICE *best_choice, bool debug); + +private: + void SetBlame(IncorrectResultReason irr, const STRING &msg, + const WERD_CHOICE *choice, bool debug) { + incorrect_result_reason_ = irr; + debug_ = IncorrectReason(); + debug_ += " to blame: "; + FillDebugString(msg, choice, &debug_); + if (debug) tprintf("SetBlame(): %s", debug_.string()); + } + +private: + // Set to true when bounding boxes for individual unichars are recorded. + bool truth_has_char_boxes_; + // The true_word (in the original image coordinate space) contains ground + // truth bounding boxes for this WERD_RES. + tesseract::BoxWord truth_word_; + // Same as above, but in normalized coordinates + // (filled in by WERD_RES::SetupForRecognition()). + tesseract::BoxWord norm_truth_word_; + // Tolerance for bounding box comparisons in normalized space. + int norm_box_tolerance_; + // Contains ground truth unichar for each of the bounding boxes in truth_word. + GenericVector truth_text_; + // The reason for incorrect OCR result. + IncorrectResultReason incorrect_result_reason_; + // Debug text associated with the blame. + STRING debug_; + // Misadaption debug information (filled in if this word was misadapted to). + STRING misadaption_debug_; + // Variables used by the segmentation search when looking for the blame. + // Set to true while segmentation search is continued after the usual + // termination condition in order to look for the blame. + bool segsearch_is_looking_for_blame_; + // Best rating for correctly segmented path + // (set and used by SegSearch when looking for blame). + float best_correctly_segmented_rating_; + // Vectors populated by SegSearch to indicate column and row indices that + // correspond to blobs with correct bounding boxes. + GenericVector correct_segmentation_cols_; + GenericVector correct_segmentation_rows_; + // Set to true if best choice is a dictionary word and + // classifier's top choice. + bool best_choice_is_dict_and_top_choice_; + // Serialized segmentation search lattice. + char *lattice_data_; + int lattice_size_; // size of lattice_data in bytes + // Information about hypotheses (paths) explored by the segmentation search. + tesseract::ParamsTrainingBundle params_training_bundle_; +}; + + +#endif // TESSERACT_CCSTRUCT_BLAMER_H_ diff --git a/3rdparty/hgOCR/include/ccstruct/blckerr.h b/3rdparty/hgOCR/include/ccstruct/blckerr.h new file mode 100644 index 00000000..e3061639 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blckerr.h @@ -0,0 +1,29 @@ +/********************************************************************** + * File: blckerr.h (Formerly blockerr.h) + * Description: Error codes for the page block classes. + * Author: Ray Smith + * Created: Tue Mar 19 17:43:30 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef BLCKERR_H +#define BLCKERR_H + +#include "errcode.h" + +const ERRCODE BADBLOCKLINE = "Y coordinate in block out of bounds"; +const ERRCODE LOSTBLOCKLINE = "Can't find rectangle for line"; +const ERRCODE ILLEGAL_GRADIENT = "Gradient wrong side of edge step!"; +const ERRCODE WRONG_WORD = "Word doesn't have blobs of that type"; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/blobbox.cpp b/3rdparty/hgOCR/include/ccstruct/blobbox.cpp new file mode 100644 index 00000000..734d28a9 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blobbox.cpp @@ -0,0 +1,1093 @@ +/********************************************************************** + * File: blobbox.cpp (Formerly blobnbox.c) + * Description: Code for the textord blob class. + * Author: Ray Smith + * Created: Thu Jul 30 09:08:51 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "blobbox.h" +#include "allheaders.h" +#include "blobs.h" +#include "helpers.h" +#include "normalis.h" + +#define PROJECTION_MARGIN 10 //arbitrary +#define EXTERN + +ELISTIZE(BLOBNBOX) +ELIST2IZE(TO_ROW) +ELISTIZE(TO_BLOCK) + +// Up to 30 degrees is allowed for rotations of diacritic blobs. +const double kCosSmallAngle = 0.866; +// Min aspect ratio for a joined word to indicate an obvious flow direction. +const double kDefiniteAspectRatio = 2.0; +// Multiple of short length in perimeter to make a joined word. +const double kComplexShapePerimeterRatio = 1.5; +// Min multiple of linesize for medium-sized blobs in ReFilterBlobs. +const double kMinMediumSizeRatio = 0.25; +// Max multiple of linesize for medium-sized blobs in ReFilterBlobs. +const double kMaxMediumSizeRatio = 4.0; + +// Rotates the box and the underlying blob. +void BLOBNBOX::rotate(FCOORD rotation) { + cblob_ptr->rotate(rotation); + rotate_box(rotation); + compute_bounding_box(); +} + +// Reflect the box in the y-axis, leaving the underlying blob untouched. +void BLOBNBOX::reflect_box_in_y_axis() { + int left = -box.right(); + box.set_right(-box.left()); + box.set_left(left); +} + +// Rotates the box by the angle given by rotation. +// If the blob is a diacritic, then only small rotations for skew +// correction can be applied. +void BLOBNBOX::rotate_box(FCOORD rotation) { + if (IsDiacritic()) { + ASSERT_HOST(rotation.x() >= kCosSmallAngle) + ICOORD top_pt((box.left() + box.right()) / 2, base_char_top_); + ICOORD bottom_pt(top_pt.x(), base_char_bottom_); + top_pt.rotate(rotation); + base_char_top_ = top_pt.y(); + bottom_pt.rotate(rotation); + base_char_bottom_ = bottom_pt.y(); + box.rotate(rotation); + } + else { + box.rotate(rotation); + set_diacritic_box(box); + } +} + +/********************************************************************** + * BLOBNBOX::merge + * + * Merge this blob with the given blob, which should be after this. + **********************************************************************/ +void BLOBNBOX::merge( //merge blobs + BLOBNBOX *nextblob //blob to join with +) { + box += nextblob->box; //merge boxes + set_diacritic_box(box); + nextblob->joined = TRUE; +} + + +// Merge this with other, taking the outlines from other. +// Other is not deleted, but left for the caller to handle. +void BLOBNBOX::really_merge(BLOBNBOX* other) { + if (cblob_ptr != NULL && other->cblob_ptr != NULL) { + C_OUTLINE_IT ol_it(cblob_ptr->out_list()); + ol_it.add_list_after(other->cblob_ptr->out_list()); + } + compute_bounding_box(); +} + + +/********************************************************************** + * BLOBNBOX::chop + * + * Chop this blob into equal sized pieces using the x height as a guide. + * The blob is not actually chopped. Instead, fake blobs are inserted + * with the relevant bounding boxes. + **********************************************************************/ + +void BLOBNBOX::chop( //chop blobs + BLOBNBOX_IT *start_it, //location of this + BLOBNBOX_IT *end_it, //iterator + FCOORD rotation, //for landscape + float xheight //of line +) { + inT16 blobcount; //no of blobs + BLOBNBOX *newblob; //fake blob + BLOBNBOX *blob; //current blob + inT16 blobindex; //number of chop + inT16 leftx; //left edge of blob + float blobwidth; //width of each + float rightx; //right edge to scan + float ymin, ymax; //limits of new blob + float test_ymin, test_ymax; //limits of part blob + ICOORD bl, tr; //corners of box + BLOBNBOX_IT blob_it; //blob iterator + + //get no of chops + blobcount = (inT16)floor(box.width() / xheight); + if (blobcount > 1 && cblob_ptr != NULL) { + //width of each + blobwidth = (float)(box.width() + 1) / blobcount; + for (blobindex = blobcount - 1, rightx = box.right(); + blobindex >= 0; blobindex--, rightx -= blobwidth) { + ymin = (float)MAX_INT32; + ymax = (float)-MAX_INT32; + blob_it = *start_it; + do { + blob = blob_it.data(); + find_cblob_vlimits(blob->cblob_ptr, rightx - blobwidth, + rightx, + /*rotation, */ test_ymin, test_ymax); + blob_it.forward(); + UpdateRange(test_ymin, test_ymax, &ymin, &ymax); + } while (blob != end_it->data()); + if (ymin < ymax) { + leftx = (inT16)floor(rightx - blobwidth); + if (leftx < box.left()) + leftx = box.left(); //clip to real box + bl = ICOORD(leftx, (inT16)floor(ymin)); + tr = ICOORD((inT16)ceil(rightx), (inT16)ceil(ymax)); + if (blobindex == 0) + box = TBOX(bl, tr); //change box + else { + newblob = new BLOBNBOX; + //box is all it has + newblob->box = TBOX(bl, tr); + //stay on current + newblob->base_char_top_ = tr.y(); + newblob->base_char_bottom_ = bl.y(); + end_it->add_after_stay_put(newblob); + } + } + } + } +} + +// Returns the box gaps between this and its neighbours_ in an array +// indexed by BlobNeighbourDir. +void BLOBNBOX::NeighbourGaps(int gaps[BND_COUNT]) const { + for (int dir = 0; dir < BND_COUNT; ++dir) { + gaps[dir] = MAX_INT16; + BLOBNBOX* neighbour = neighbours_[dir]; + if (neighbour != NULL) { + const TBOX& n_box = neighbour->bounding_box(); + if (dir == BND_LEFT || dir == BND_RIGHT) { + gaps[dir] = box.x_gap(n_box); + } + else { + gaps[dir] = box.y_gap(n_box); + } + } + } +} +// Returns the min and max horizontal and vertical gaps (from NeighbourGaps) +// modified so that if the max exceeds the max dimension of the blob, and +// the min is less, the max is replaced with the min. +// The objective is to catch cases where there is only a single neighbour +// and avoid reporting the other gap as a ridiculously large number +void BLOBNBOX::MinMaxGapsClipped(int* h_min, int* h_max, + int* v_min, int* v_max) const { + int max_dimension = MAX(box.width(), box.height()); + int gaps[BND_COUNT]; + NeighbourGaps(gaps); + *h_min = MIN(gaps[BND_LEFT], gaps[BND_RIGHT]); + *h_max = MAX(gaps[BND_LEFT], gaps[BND_RIGHT]); + if (*h_max > max_dimension && *h_min < max_dimension) *h_max = *h_min; + *v_min = MIN(gaps[BND_ABOVE], gaps[BND_BELOW]); + *v_max = MAX(gaps[BND_ABOVE], gaps[BND_BELOW]); + if (*v_max > max_dimension && *v_min < max_dimension) *v_max = *v_min; +} + +// NULLs out any neighbours that are DeletableNoise to remove references. +void BLOBNBOX::CleanNeighbours() { + for (int dir = 0; dir < BND_COUNT; ++dir) { + BLOBNBOX* neighbour = neighbours_[dir]; + if (neighbour != NULL && neighbour->DeletableNoise()) { + neighbours_[dir] = NULL; + good_stroke_neighbours_[dir] = false; + } + } +} + +// Returns positive if there is at least one side neighbour that has a similar +// stroke width and is not on the other side of a rule line. +int BLOBNBOX::GoodTextBlob() const { + int score = 0; + for (int dir = 0; dir < BND_COUNT; ++dir) { + BlobNeighbourDir bnd = static_cast(dir); + if (good_stroke_neighbour(bnd)) + ++score; + } + return score; +} + +// Returns the number of side neighbours that are of type BRT_NOISE. +int BLOBNBOX::NoisyNeighbours() const { + int count = 0; + for (int dir = 0; dir < BND_COUNT; ++dir) { + BlobNeighbourDir bnd = static_cast(dir); + BLOBNBOX* blob = neighbour(bnd); + if (blob != NULL && blob->region_type() == BRT_NOISE) + ++count; + } + return count; +} + +// Returns true, and sets vert_possible/horz_possible if the blob has some +// feature that makes it individually appear to flow one way. +// eg if it has a high aspect ratio, yet has a complex shape, such as a +// joined word in Latin, Arabic, or Hindi, rather than being a -, I, l, 1 etc. +bool BLOBNBOX::DefiniteIndividualFlow() { + if (cblob() == NULL) return false; + int box_perimeter = 2 * (box.height() + box.width()); + if (box.width() > box.height() * kDefiniteAspectRatio) { + // Attempt to distinguish a wide joined word from a dash. + // If it is a dash, then its perimeter is approximately + // 2 * (box width + stroke width), but more if the outline is noisy, + // so perimeter - 2*(box width + stroke width) should be close to zero. + // A complex shape such as a joined word should have a much larger value. + int perimeter = cblob()->perimeter(); + if (vert_stroke_width() > 0 || perimeter <= 0) + perimeter -= 2 * vert_stroke_width(); + else + perimeter -= 4 * cblob()->area() / perimeter; + perimeter -= 2 * box.width(); + // Use a multiple of the box perimeter as a threshold. + if (perimeter > kComplexShapePerimeterRatio * box_perimeter) { + set_vert_possible(false); + set_horz_possible(true); + return true; + } + } + if (box.height() > box.width() * kDefiniteAspectRatio) { + // As above, but for a putative vertical word vs a I/1/l. + int perimeter = cblob()->perimeter(); + if (horz_stroke_width() > 0 || perimeter <= 0) + perimeter -= 2 * horz_stroke_width(); + else + perimeter -= 4 * cblob()->area() / perimeter; + perimeter -= 2 * box.height(); + if (perimeter > kComplexShapePerimeterRatio * box_perimeter) { + set_vert_possible(true); + set_horz_possible(false); + return true; + } + } + return false; +} + +// Returns true if there is no tabstop violation in merging this and other. +bool BLOBNBOX::ConfirmNoTabViolation(const BLOBNBOX& other) const { + if (box.left() < other.box.left() && box.left() < other.left_rule_) + return false; + if (other.box.left() < box.left() && other.box.left() < left_rule_) + return false; + if (box.right() > other.box.right() && box.right() > other.right_rule_) + return false; + if (other.box.right() > box.right() && other.box.right() > right_rule_) + return false; + return true; +} + +// Returns true if other has a similar stroke width to this. +bool BLOBNBOX::MatchingStrokeWidth(const BLOBNBOX& other, + double fractional_tolerance, + double constant_tolerance) const { + // The perimeter-based width is used as a backup in case there is + // no information in the blob. + double p_width = area_stroke_width(); + double n_p_width = other.area_stroke_width(); + float h_tolerance = horz_stroke_width_ * fractional_tolerance + + constant_tolerance; + float v_tolerance = vert_stroke_width_ * fractional_tolerance + + constant_tolerance; + double p_tolerance = p_width * fractional_tolerance + + constant_tolerance; + bool h_zero = horz_stroke_width_ == 0.0f || other.horz_stroke_width_ == 0.0f; + bool v_zero = vert_stroke_width_ == 0.0f || other.vert_stroke_width_ == 0.0f; + bool h_ok = !h_zero && NearlyEqual(horz_stroke_width_, + other.horz_stroke_width_, h_tolerance); + bool v_ok = !v_zero && NearlyEqual(vert_stroke_width_, + other.vert_stroke_width_, v_tolerance); + bool p_ok = h_zero && v_zero && NearlyEqual(p_width, n_p_width, p_tolerance); + // For a match, at least one of the horizontal and vertical widths + // must match, and the other one must either match or be zero. + // Only if both are zero will we look at the perimeter metric. + return p_ok || ((v_ok || h_ok) && (h_ok || h_zero) && (v_ok || v_zero)); +} + +// Returns a bounding box of the outline contained within the +// given horizontal range. +TBOX BLOBNBOX::BoundsWithinLimits(int left, int right) { + FCOORD no_rotation(1.0f, 0.0f); + float top = box.top(); + float bottom = box.bottom(); + if (cblob_ptr != NULL) { + find_cblob_limits(cblob_ptr, static_cast(left), + static_cast(right), no_rotation, + bottom, top); + } + + if (top < bottom) { + top = box.top(); + bottom = box.bottom(); + } + FCOORD bot_left(left, bottom); + FCOORD top_right(right, top); + TBOX shrunken_box(bot_left); + TBOX shrunken_box2(top_right); + shrunken_box += shrunken_box2; + return shrunken_box; +} + +// Estimates and stores the baseline position based on the shape of the +// outline. +void BLOBNBOX::EstimateBaselinePosition() { + baseline_y_ = box.bottom(); // The default. + if (cblob_ptr == NULL) return; + baseline_y_ = cblob_ptr->EstimateBaselinePosition(); +} + +// Helper to call CleanNeighbours on all blobs on the list. +void BLOBNBOX::CleanNeighbours(BLOBNBOX_LIST* blobs) { + BLOBNBOX_IT blob_it(blobs); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + blob_it.data()->CleanNeighbours(); + } +} + +// Helper to delete all the deletable blobs on the list. +void BLOBNBOX::DeleteNoiseBlobs(BLOBNBOX_LIST* blobs) { + BLOBNBOX_IT blob_it(blobs); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + BLOBNBOX* blob = blob_it.data(); + if (blob->DeletableNoise()) { + delete blob->cblob(); + delete blob_it.extract(); + } + } +} + +// Helper to compute edge offsets for all the blobs on the list. +// See coutln.h for an explanation of edge offsets. +void BLOBNBOX::ComputeEdgeOffsets(Pix* thresholds, Pix* grey, + BLOBNBOX_LIST* blobs) { + int grey_height = 0; + int thr_height = 0; + int scale_factor = 1; + if (thresholds != NULL && grey != NULL) { + grey_height = pixGetHeight(grey); + thr_height = pixGetHeight(thresholds); + scale_factor = + IntCastRounded(static_cast(grey_height) / thr_height); + } + BLOBNBOX_IT blob_it(blobs); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + BLOBNBOX* blob = blob_it.data(); + if (blob->cblob() != NULL) { + // Get the threshold that applies to this blob. + l_uint32 threshold = 128; + if (thresholds != NULL && grey != NULL) { + const TBOX& box = blob->cblob()->bounding_box(); + // Transform the coordinates if required. + TPOINT pt((box.left() + box.right()) / 2, + (box.top() + box.bottom()) / 2); + pixGetPixel(thresholds, pt.x / scale_factor, + thr_height - 1 - pt.y / scale_factor, &threshold); + } + blob->cblob()->ComputeEdgeOffsets(threshold, grey); + } + } +} + + +#ifndef GRAPHICS_DISABLED +// Helper to draw all the blobs on the list in the given body_colour, +// with child outlines in the child_colour. +void BLOBNBOX::PlotBlobs(BLOBNBOX_LIST* list, + ScrollView::Color body_colour, + ScrollView::Color child_colour, + ScrollView* win) { + BLOBNBOX_IT it(list); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + it.data()->plot(win, body_colour, child_colour); + } +} + +// Helper to draw only DeletableNoise blobs (unowned, BRT_NOISE) on the +// given list in the given body_colour, with child outlines in the +// child_colour. +void BLOBNBOX::PlotNoiseBlobs(BLOBNBOX_LIST* list, + ScrollView::Color body_colour, + ScrollView::Color child_colour, + ScrollView* win) { + BLOBNBOX_IT it(list); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + BLOBNBOX* blob = it.data(); + if (blob->DeletableNoise()) + blob->plot(win, body_colour, child_colour); + } +} + +ScrollView::Color BLOBNBOX::TextlineColor(BlobRegionType region_type, + BlobTextFlowType flow_type) { + switch (region_type) { + case BRT_HLINE: + return ScrollView::BROWN; + case BRT_VLINE: + return ScrollView::DARK_GREEN; + case BRT_RECTIMAGE: + return ScrollView::RED; + case BRT_POLYIMAGE: + return ScrollView::ORANGE; + case BRT_UNKNOWN: + return flow_type == BTFT_NONTEXT ? ScrollView::CYAN : ScrollView::WHITE; + case BRT_VERT_TEXT: + if (flow_type == BTFT_STRONG_CHAIN || flow_type == BTFT_TEXT_ON_IMAGE) + return ScrollView::GREEN; + if (flow_type == BTFT_CHAIN) + return ScrollView::LIME_GREEN; + return ScrollView::YELLOW; + case BRT_TEXT: + if (flow_type == BTFT_STRONG_CHAIN) + return ScrollView::BLUE; + if (flow_type == BTFT_TEXT_ON_IMAGE) + return ScrollView::LIGHT_BLUE; + if (flow_type == BTFT_CHAIN) + return ScrollView::MEDIUM_BLUE; + if (flow_type == BTFT_LEADER) + return ScrollView::WHEAT; + if (flow_type == BTFT_NONTEXT) + return ScrollView::PINK; + return ScrollView::MAGENTA; + default: + return ScrollView::GREY; + } +} + +// Keep in sync with BlobRegionType. +ScrollView::Color BLOBNBOX::BoxColor() const { + return TextlineColor(region_type_, flow_); +} + +void BLOBNBOX::plot(ScrollView* window, // window to draw in + ScrollView::Color blob_colour, // for outer bits + ScrollView::Color child_colour) { // for holes + if (cblob_ptr != NULL) + cblob_ptr->plot(window, blob_colour, child_colour); +} +#endif +/********************************************************************** + * find_cblob_limits + * + * Scan the outlines of the cblob to locate the y min and max + * between the given x limits. + **********************************************************************/ + +void find_cblob_limits( //get y limits + C_BLOB *blob, //blob to search + float leftx, //x limits + float rightx, + FCOORD rotation, //for landscape + float &ymin, //output y limits + float &ymax) { + inT16 stepindex; //current point + ICOORD pos; //current coords + ICOORD vec; //rotated step + C_OUTLINE *outline; //current outline + //outlines + C_OUTLINE_IT out_it = blob->out_list(); + + ymin = (float)MAX_INT32; + ymax = (float)-MAX_INT32; + for (out_it.mark_cycle_pt(); !out_it.cycled_list(); out_it.forward()) { + outline = out_it.data(); + pos = outline->start_pos(); //get coords + pos.rotate(rotation); + for (stepindex = 0; stepindex < outline->pathlength(); stepindex++) { + //inside + if (pos.x() >= leftx && pos.x() <= rightx) { + UpdateRange(pos.y(), &ymin, &ymax); + } + vec = outline->step(stepindex); + vec.rotate(rotation); + pos += vec; //move to next + } + } +} + + +/********************************************************************** + * find_cblob_vlimits + * + * Scan the outlines of the cblob to locate the y min and max + * between the given x limits. + **********************************************************************/ + +void find_cblob_vlimits( //get y limits + C_BLOB *blob, //blob to search + float leftx, //x limits + float rightx, + float &ymin, //output y limits + float &ymax) { + inT16 stepindex; //current point + ICOORD pos; //current coords + ICOORD vec; //rotated step + C_OUTLINE *outline; //current outline + //outlines + C_OUTLINE_IT out_it = blob->out_list(); + + ymin = (float)MAX_INT32; + ymax = (float)-MAX_INT32; + for (out_it.mark_cycle_pt(); !out_it.cycled_list(); out_it.forward()) { + outline = out_it.data(); + pos = outline->start_pos(); //get coords + for (stepindex = 0; stepindex < outline->pathlength(); stepindex++) { + //inside + if (pos.x() >= leftx && pos.x() <= rightx) { + UpdateRange(pos.y(), &ymin, &ymax); + } + vec = outline->step(stepindex); + pos += vec; //move to next + } + } +} + + +/********************************************************************** + * find_cblob_hlimits + * + * Scan the outlines of the cblob to locate the x min and max + * between the given y limits. + **********************************************************************/ + +void find_cblob_hlimits( //get x limits + C_BLOB *blob, //blob to search + float bottomy, //y limits + float topy, + float &xmin, //output x limits + float &xmax) { + inT16 stepindex; //current point + ICOORD pos; //current coords + ICOORD vec; //rotated step + C_OUTLINE *outline; //current outline + //outlines + C_OUTLINE_IT out_it = blob->out_list(); + + xmin = (float)MAX_INT32; + xmax = (float)-MAX_INT32; + for (out_it.mark_cycle_pt(); !out_it.cycled_list(); out_it.forward()) { + outline = out_it.data(); + pos = outline->start_pos(); //get coords + for (stepindex = 0; stepindex < outline->pathlength(); stepindex++) { + //inside + if (pos.y() >= bottomy && pos.y() <= topy) { + UpdateRange(pos.x(), &xmin, &xmax); + } + vec = outline->step(stepindex); + pos += vec; //move to next + } + } +} + +/********************************************************************** + * crotate_cblob + * + * Rotate the copy by the given vector and return a C_BLOB. + **********************************************************************/ + +C_BLOB *crotate_cblob( //rotate it + C_BLOB *blob, //blob to search + FCOORD rotation //for landscape +) { + C_OUTLINE_LIST out_list; //output outlines + //input outlines + C_OUTLINE_IT in_it = blob->out_list(); + //output outlines + C_OUTLINE_IT out_it = &out_list; + + for (in_it.mark_cycle_pt(); !in_it.cycled_list(); in_it.forward()) { + out_it.add_after_then_move(new C_OUTLINE(in_it.data(), rotation)); + } + return new C_BLOB(&out_list); +} + + +/********************************************************************** + * box_next + * + * Compute the bounding box of this blob with merging of x overlaps + * but no pre-chopping. + * Then move the iterator on to the start of the next blob. + **********************************************************************/ + +TBOX box_next( //get bounding box + BLOBNBOX_IT *it //iterator to blobds +) { + BLOBNBOX *blob; //current blob + TBOX result; //total box + + blob = it->data(); + result = blob->bounding_box(); + do { + it->forward(); + blob = it->data(); + if (blob->cblob() == NULL) + //was pre-chopped + result += blob->bounding_box(); + } + //until next real blob + while ((blob->cblob() == NULL) || blob->joined_to_prev()); + return result; +} + + +/********************************************************************** + * box_next_pre_chopped + * + * Compute the bounding box of this blob with merging of x overlaps + * but WITH pre-chopping. + * Then move the iterator on to the start of the next pre-chopped blob. + **********************************************************************/ + +TBOX box_next_pre_chopped( //get bounding box + BLOBNBOX_IT *it //iterator to blobds +) { + BLOBNBOX *blob; //current blob + TBOX result; //total box + + blob = it->data(); + result = blob->bounding_box(); + do { + it->forward(); + blob = it->data(); + } + //until next real blob + while (blob->joined_to_prev()); + return result; +} + + +/********************************************************************** + * TO_ROW::TO_ROW + * + * Constructor to make a row from a blob. + **********************************************************************/ + +TO_ROW::TO_ROW( //constructor + BLOBNBOX * blob, //first blob + float top, //corrected top + float bottom, //of row + float row_size //ideal +) { + clear(); + y_min = bottom; + y_max = top; + initial_y_min = bottom; + + float diff; //in size + BLOBNBOX_IT it = &blobs; //list of blobs + + it.add_to_end(blob); + diff = top - bottom - row_size; + if (diff > 0) { + y_max -= diff / 2; + y_min += diff / 2; + } + //very small object + else if ((top - bottom) * 3 < row_size) { + diff = row_size / 3 + bottom - top; + y_max += diff / 2; + y_min -= diff / 2; + } +} + +void TO_ROW::print() const { + tprintf("pitch=%d, fp=%g, fps=%g, fpns=%g, prs=%g, prns=%g," + " spacing=%g xh=%g y_origin=%g xev=%d, asc=%g, desc=%g," + " body=%g, minsp=%d maxnsp=%d, thr=%d kern=%g sp=%g\n", + pitch_decision, fixed_pitch, fp_space, fp_nonsp, pr_space, pr_nonsp, + spacing, xheight, y_origin, xheight_evidence, ascrise, descdrop, + body_size, min_space, max_nonspace, space_threshold, kern_size, + space_size); +} + +/********************************************************************** + * TO_ROW:add_blob + * + * Add the blob to the end of the row. + **********************************************************************/ + +void TO_ROW::add_blob( //constructor + BLOBNBOX *blob, //first blob + float top, //corrected top + float bottom, //of row + float row_size //ideal +) { + float allowed; //allowed expansion + float available; //expansion + BLOBNBOX_IT it = &blobs; //list of blobs + + it.add_to_end(blob); + allowed = row_size + y_min - y_max; + if (allowed > 0) { + available = top > y_max ? top - y_max : 0; + if (bottom < y_min) + //total available + available += y_min - bottom; + if (available > 0) { + available += available; //do it gradually + if (available < allowed) + available = allowed; + if (bottom < y_min) + y_min -= (y_min - bottom) * allowed / available; + if (top > y_max) + y_max += (top - y_max) * allowed / available; + } + } +} + + +/********************************************************************** + * TO_ROW:insert_blob + * + * Add the blob to the row in the correct position. + **********************************************************************/ + +void TO_ROW::insert_blob( //constructor + BLOBNBOX *blob //first blob +) { + BLOBNBOX_IT it = &blobs; //list of blobs + + if (it.empty()) + it.add_before_then_move(blob); + else { + it.mark_cycle_pt(); + while (!it.cycled_list() + && it.data()->bounding_box().left() <= + blob->bounding_box().left()) + it.forward(); + if (it.cycled_list()) + it.add_to_end(blob); + else + it.add_before_stay_put(blob); + } +} + + +/********************************************************************** + * TO_ROW::compute_vertical_projection + * + * Compute the vertical projection of a TO_ROW from its blobs. + **********************************************************************/ + +void TO_ROW::compute_vertical_projection() { //project whole row + TBOX row_box; //bound of row + BLOBNBOX *blob; //current blob + TBOX blob_box; //bounding box + BLOBNBOX_IT blob_it = blob_list(); + + if (blob_it.empty()) + return; + row_box = blob_it.data()->bounding_box(); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) + row_box += blob_it.data()->bounding_box(); + + projection.set_range(row_box.left() - PROJECTION_MARGIN, + row_box.right() + PROJECTION_MARGIN); + projection_left = row_box.left() - PROJECTION_MARGIN; + projection_right = row_box.right() + PROJECTION_MARGIN; + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + blob = blob_it.data(); + if (blob->cblob() != NULL) + vertical_cblob_projection(blob->cblob(), &projection); + } +} + + +/********************************************************************** + * TO_ROW::clear + * + * Zero out all scalar members. + **********************************************************************/ +void TO_ROW::clear() { + all_caps = 0; + used_dm_model = 0; + projection_left = 0; + projection_right = 0; + pitch_decision = PITCH_DUNNO; + fixed_pitch = 0.0; + fp_space = 0.0; + fp_nonsp = 0.0; + pr_space = 0.0; + pr_nonsp = 0.0; + spacing = 0.0; + xheight = 0.0; + xheight_evidence = 0; + body_size = 0.0; + ascrise = 0.0; + descdrop = 0.0; + min_space = 0; + max_nonspace = 0; + space_threshold = 0; + kern_size = 0.0; + space_size = 0.0; + y_min = 0.0; + y_max = 0.0; + initial_y_min = 0.0; + m = 0.0; + c = 0.0; + error = 0.0; + para_c = 0.0; + para_error = 0.0; + y_origin = 0.0; + credibility = 0.0; + num_repeated_sets_ = -1; +} + + +/********************************************************************** + * vertical_cblob_projection + * + * Compute the vertical projection of a cblob from its outlines + * and add to the given STATS. + **********************************************************************/ + +void vertical_cblob_projection( //project outlines + C_BLOB *blob, //blob to project + STATS *stats //output +) { + //outlines of blob + C_OUTLINE_IT out_it = blob->out_list(); + + for (out_it.mark_cycle_pt(); !out_it.cycled_list(); out_it.forward()) { + vertical_coutline_projection(out_it.data(), stats); + } +} + + +/********************************************************************** + * vertical_coutline_projection + * + * Compute the vertical projection of a outline from its outlines + * and add to the given STATS. + **********************************************************************/ + +void vertical_coutline_projection( //project outlines + C_OUTLINE *outline, //outline to project + STATS *stats //output +) { + ICOORD pos; //current point + ICOORD step; //edge step + inT32 length; //of outline + inT16 stepindex; //current step + C_OUTLINE_IT out_it = outline->child(); + + pos = outline->start_pos(); + length = outline->pathlength(); + for (stepindex = 0; stepindex < length; stepindex++) { + step = outline->step(stepindex); + if (step.x() > 0) { + stats->add(pos.x(), -pos.y()); + } + else if (step.x() < 0) { + stats->add(pos.x() - 1, pos.y()); + } + pos += step; + } + + for (out_it.mark_cycle_pt(); !out_it.cycled_list(); out_it.forward()) { + vertical_coutline_projection(out_it.data(), stats); + } +} + + +/********************************************************************** + * TO_BLOCK::TO_BLOCK + * + * Constructor to make a TO_BLOCK from a real block. + **********************************************************************/ + +TO_BLOCK::TO_BLOCK( //make a block + BLOCK *src_block //real block +) { + clear(); + block = src_block; +} + +static void clear_blobnboxes(BLOBNBOX_LIST* boxes) { + BLOBNBOX_IT it = boxes; + // A BLOBNBOX generally doesn't own its blobs, so if they do, you + // have to delete them explicitly. + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + BLOBNBOX* box = it.data(); + if (box->cblob() != NULL) + delete box->cblob(); + } +} + +/********************************************************************** + * TO_BLOCK::clear + * + * Zero out all scalar members. + **********************************************************************/ +void TO_BLOCK::clear() { + block = NULL; + pitch_decision = PITCH_DUNNO; + line_spacing = 0.0; + line_size = 0.0; + max_blob_size = 0.0; + baseline_offset = 0.0; + xheight = 0.0; + fixed_pitch = 0.0; + kern_size = 0.0; + space_size = 0.0; + min_space = 0; + max_nonspace = 0; + fp_space = 0.0; + fp_nonsp = 0.0; + pr_space = 0.0; + pr_nonsp = 0.0; + key_row = NULL; +} + + +TO_BLOCK::~TO_BLOCK() { + // Any residual BLOBNBOXes at this stage own their blobs, so delete them. + clear_blobnboxes(&blobs); + clear_blobnboxes(&underlines); + clear_blobnboxes(&noise_blobs); + clear_blobnboxes(&small_blobs); + clear_blobnboxes(&large_blobs); +} + +// Helper function to divide the input blobs over noise, small, medium +// and large lists. Blobs small in height and (small in width or large in width) +// go in the noise list. Dash (-) candidates go in the small list, and +// medium and large are by height. +// SIDE-EFFECT: reset all blobs to initial state by calling Init(). +static void SizeFilterBlobs(int min_height, int max_height, + BLOBNBOX_LIST* src_list, + BLOBNBOX_LIST* noise_list, + BLOBNBOX_LIST* small_list, + BLOBNBOX_LIST* medium_list, + BLOBNBOX_LIST* large_list) { + BLOBNBOX_IT noise_it(noise_list); + BLOBNBOX_IT small_it(small_list); + BLOBNBOX_IT medium_it(medium_list); + BLOBNBOX_IT large_it(large_list); + for (BLOBNBOX_IT src_it(src_list); !src_it.empty(); src_it.forward()) { + BLOBNBOX* blob = src_it.extract(); + blob->ReInit(); + int width = blob->bounding_box().width(); + int height = blob->bounding_box().height(); + if (height < min_height && + (width < min_height || width > max_height)) + noise_it.add_after_then_move(blob); + else if (height > max_height) + large_it.add_after_then_move(blob); + else if (height < min_height) + small_it.add_after_then_move(blob); + else + medium_it.add_after_then_move(blob); + } +} + +// Reorganize the blob lists with a different definition of small, medium +// and large, compared to the original definition. +// Height is still the primary filter key, but medium width blobs of small +// height become small, and very wide blobs of small height stay noise, along +// with small dot-shaped blobs. +void TO_BLOCK::ReSetAndReFilterBlobs() { + int min_height = IntCastRounded(kMinMediumSizeRatio * line_size); + int max_height = IntCastRounded(kMaxMediumSizeRatio * line_size); + BLOBNBOX_LIST noise_list; + BLOBNBOX_LIST small_list; + BLOBNBOX_LIST medium_list; + BLOBNBOX_LIST large_list; + SizeFilterBlobs(min_height, max_height, &blobs, + &noise_list, &small_list, &medium_list, &large_list); + SizeFilterBlobs(min_height, max_height, &large_blobs, + &noise_list, &small_list, &medium_list, &large_list); + SizeFilterBlobs(min_height, max_height, &small_blobs, + &noise_list, &small_list, &medium_list, &large_list); + SizeFilterBlobs(min_height, max_height, &noise_blobs, + &noise_list, &small_list, &medium_list, &large_list); + BLOBNBOX_IT blob_it(&blobs); + blob_it.add_list_after(&medium_list); + blob_it.set_to_list(&large_blobs); + blob_it.add_list_after(&large_list); + blob_it.set_to_list(&small_blobs); + blob_it.add_list_after(&small_list); + blob_it.set_to_list(&noise_blobs); + blob_it.add_list_after(&noise_list); +} + +// Deletes noise blobs from all lists where not owned by a ColPartition. +void TO_BLOCK::DeleteUnownedNoise() { + BLOBNBOX::CleanNeighbours(&blobs); + BLOBNBOX::CleanNeighbours(&small_blobs); + BLOBNBOX::CleanNeighbours(&noise_blobs); + BLOBNBOX::CleanNeighbours(&large_blobs); + BLOBNBOX::DeleteNoiseBlobs(&blobs); + BLOBNBOX::DeleteNoiseBlobs(&small_blobs); + BLOBNBOX::DeleteNoiseBlobs(&noise_blobs); + BLOBNBOX::DeleteNoiseBlobs(&large_blobs); +} + +// Computes and stores the edge offsets on each blob for use in feature +// extraction, using greyscale if the supplied grey and thresholds pixes +// are 8-bit or otherwise (if NULL or not 8 bit) the original binary +// edge step outlines. +// Thresholds must either be the same size as grey or an integer down-scale +// of grey. +// See coutln.h for an explanation of edge offsets. +void TO_BLOCK::ComputeEdgeOffsets(Pix* thresholds, Pix* grey) { + BLOBNBOX::ComputeEdgeOffsets(thresholds, grey, &blobs); + BLOBNBOX::ComputeEdgeOffsets(thresholds, grey, &small_blobs); + BLOBNBOX::ComputeEdgeOffsets(thresholds, grey, &noise_blobs); +} + +#ifndef GRAPHICS_DISABLED +// Draw the noise blobs from all lists in red. +void TO_BLOCK::plot_noise_blobs(ScrollView* win) { + BLOBNBOX::PlotNoiseBlobs(&noise_blobs, ScrollView::RED, ScrollView::RED, win); + BLOBNBOX::PlotNoiseBlobs(&small_blobs, ScrollView::RED, ScrollView::RED, win); + BLOBNBOX::PlotNoiseBlobs(&large_blobs, ScrollView::RED, ScrollView::RED, win); + BLOBNBOX::PlotNoiseBlobs(&blobs, ScrollView::RED, ScrollView::RED, win); +} + +// Draw the blobs on the various lists in the block in different colors. +void TO_BLOCK::plot_graded_blobs(ScrollView* win) { + BLOBNBOX::PlotBlobs(&noise_blobs, ScrollView::CORAL, ScrollView::BLUE, win); + BLOBNBOX::PlotBlobs(&small_blobs, ScrollView::GOLDENROD, ScrollView::YELLOW, + win); + BLOBNBOX::PlotBlobs(&large_blobs, ScrollView::DARK_GREEN, ScrollView::YELLOW, + win); + BLOBNBOX::PlotBlobs(&blobs, ScrollView::WHITE, ScrollView::BROWN, win); +} + +/********************************************************************** + * plot_blob_list + * + * Draw a list of blobs. + **********************************************************************/ + +void plot_blob_list(ScrollView* win, // window to draw in + BLOBNBOX_LIST *list, // blob list + ScrollView::Color body_colour, // colour to draw + ScrollView::Color child_colour) { // colour of child + BLOBNBOX_IT it = list; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + it.data()->plot(win, body_colour, child_colour); + } +} +#endif // GRAPHICS_DISABLED diff --git a/3rdparty/hgOCR/include/ccstruct/blobbox.h b/3rdparty/hgOCR/include/ccstruct/blobbox.h new file mode 100644 index 00000000..22771eeb --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blobbox.h @@ -0,0 +1,847 @@ +/********************************************************************** + * File: blobbox.h (Formerly blobnbox.h) + * Description: Code for the textord blob class. + * Author: Ray Smith + * Created: Thu Jul 30 09:08:51 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef BLOBBOX_H +#define BLOBBOX_H + +#include "clst.h" +#include "elst2.h" +#include "werd.h" +#include "ocrblock.h" +#include "statistc.h" + +enum PITCH_TYPE +{ + PITCH_DUNNO, // insufficient data + PITCH_DEF_FIXED, // definitely fixed + PITCH_MAYBE_FIXED, // could be + PITCH_DEF_PROP, + PITCH_MAYBE_PROP, + PITCH_CORR_FIXED, + PITCH_CORR_PROP +}; + +// The possible tab-stop types of each side of a BLOBNBOX. +// The ordering is important, as it is used for deleting dead-ends in the +// search. ALIGNED, CONFIRMED and VLINE should remain greater than the +// non-aligned, unset, or deleted members. +enum TabType { + TT_NONE, // Not a tab. + TT_DELETED, // Not a tab after detailed analysis. + TT_MAYBE_RAGGED, // Initial designation of a tab-stop candidate. + TT_MAYBE_ALIGNED, // Initial designation of a tab-stop candidate. + TT_CONFIRMED, // Aligned with neighbours. + TT_VLINE // Detected as a vertical line. +}; + +// The possible region types of a BLOBNBOX. +// Note: keep all the text types > BRT_UNKNOWN and all the image types less. +// Keep in sync with kBlobTypes in colpartition.cpp and BoxColor, and the +// *Type static functions below. +enum BlobRegionType { + BRT_NOISE, // Neither text nor image. + BRT_HLINE, // Horizontal separator line. + BRT_VLINE, // Vertical separator line. + BRT_RECTIMAGE, // Rectangular image. + BRT_POLYIMAGE, // Non-rectangular image. + BRT_UNKNOWN, // Not determined yet. + BRT_VERT_TEXT, // Vertical alignment, not necessarily vertically oriented. + BRT_TEXT, // Convincing text. + + BRT_COUNT // Number of possibilities. +}; + +// enum for elements of arrays that refer to neighbours. +// NOTE: keep in this order, so ^2 can be used to flip direction. +enum BlobNeighbourDir { + BND_LEFT, + BND_BELOW, + BND_RIGHT, + BND_ABOVE, + BND_COUNT +}; + +// enum for special type of text characters, such as math symbol or italic. +enum BlobSpecialTextType { + BSTT_NONE, // No special. + BSTT_ITALIC, // Italic style. + BSTT_DIGIT, // Digit symbols. + BSTT_MATH, // Mathmatical symobls (not including digit). + BSTT_UNCLEAR, // Characters with low recognition rate. + BSTT_SKIP, // Characters that we skip labeling (usually too small). + BSTT_COUNT +}; + +inline BlobNeighbourDir DirOtherWay(BlobNeighbourDir dir) { + return static_cast(dir ^ 2); +} + +// BlobTextFlowType indicates the quality of neighbouring information +// related to a chain of connected components, either horizontally or +// vertically. Also used by ColPartition for the collection of blobs +// within, which should all have the same value in most cases. +enum BlobTextFlowType { + BTFT_NONE, // No text flow set yet. + BTFT_NONTEXT, // Flow too poor to be likely text. + BTFT_NEIGHBOURS, // Neighbours support flow in this direction. + BTFT_CHAIN, // There is a weak chain of text in this direction. + BTFT_STRONG_CHAIN, // There is a strong chain of text in this direction. + BTFT_TEXT_ON_IMAGE, // There is a strong chain of text on an image. + BTFT_LEADER, // Leader dots/dashes etc. + BTFT_COUNT +}; + +// Returns true if type1 dominates type2 in a merge. Mostly determined by the +// ordering of the enum, LEADER is weak and dominates nothing. +// The function is anti-symmetric (t1 > t2) === !(t2 > t1), except that +// this cannot be true if t1 == t2, so the result is undefined. +inline bool DominatesInMerge(BlobTextFlowType type1, BlobTextFlowType type2) { + // LEADER always loses. + if (type1 == BTFT_LEADER) return false; + if (type2 == BTFT_LEADER) return true; + // With those out of the way, the ordering of the enum determines the result. + return type1 >= type2; +} + +namespace tesseract { + class ColPartition; +} + +class BLOBNBOX; +ELISTIZEH(BLOBNBOX) +class BLOBNBOX :public ELIST_LINK +{ +public: + BLOBNBOX() { + ConstructionInit(); + } + explicit BLOBNBOX(C_BLOB *srcblob) { + box = srcblob->bounding_box(); + ConstructionInit(); + cblob_ptr = srcblob; + area = static_cast(srcblob->area()); + } + ~BLOBNBOX() { + if (owns_cblob_) delete cblob_ptr; + } + static BLOBNBOX* RealBlob(C_OUTLINE* outline) { + C_BLOB* blob = new C_BLOB(outline); + return new BLOBNBOX(blob); + } + + // Rotates the box and the underlying blob. + void rotate(FCOORD rotation); + + // Methods that act on the box without touching the underlying blob. + // Reflect the box in the y-axis, leaving the underlying blob untouched. + void reflect_box_in_y_axis(); + // Rotates the box by the angle given by rotation. + // If the blob is a diacritic, then only small rotations for skew + // correction can be applied. + void rotate_box(FCOORD rotation); + // Moves just the box by the given vector. + void translate_box(ICOORD v) { + if (IsDiacritic()) { + box.move(v); + base_char_top_ += v.y(); + base_char_bottom_ += v.y(); + } + else { + box.move(v); + set_diacritic_box(box); + } + } + void merge(BLOBNBOX *nextblob); + void really_merge(BLOBNBOX* other); + void chop( // fake chop blob + BLOBNBOX_IT *start_it, // location of this + BLOBNBOX_IT *blob_it, // iterator + FCOORD rotation, // for landscape + float xheight); // line height + + void NeighbourGaps(int gaps[BND_COUNT]) const; + void MinMaxGapsClipped(int* h_min, int* h_max, + int* v_min, int* v_max) const; + void CleanNeighbours(); + // Returns positive if there is at least one side neighbour that has a + // similar stroke width and is not on the other side of a rule line. + int GoodTextBlob() const; + // Returns the number of side neighbours that are of type BRT_NOISE. + int NoisyNeighbours() const; + + // Returns true if the blob is noise and has no owner. + bool DeletableNoise() const { + return owner() == NULL && region_type() == BRT_NOISE; + } + + // Returns true, and sets vert_possible/horz_possible if the blob has some + // feature that makes it individually appear to flow one way. + // eg if it has a high aspect ratio, yet has a complex shape, such as a + // joined word in Latin, Arabic, or Hindi, rather than being a -, I, l, 1. + bool DefiniteIndividualFlow(); + + // Returns true if there is no tabstop violation in merging this and other. + bool ConfirmNoTabViolation(const BLOBNBOX& other) const; + + // Returns true if other has a similar stroke width to this. + bool MatchingStrokeWidth(const BLOBNBOX& other, + double fractional_tolerance, + double constant_tolerance) const; + + // Returns a bounding box of the outline contained within the + // given horizontal range. + TBOX BoundsWithinLimits(int left, int right); + + // Estimates and stores the baseline position based on the shape of the + // outline. + void EstimateBaselinePosition(); + + // Simple accessors. + const TBOX& bounding_box() const { + return box; + } + // Set the bounding box. Use with caution. + // Normally use compute_bounding_box instead. + void set_bounding_box(const TBOX& new_box) { + box = new_box; + base_char_top_ = box.top(); + base_char_bottom_ = box.bottom(); + } + void compute_bounding_box() { + box = cblob_ptr->bounding_box(); + base_char_top_ = box.top(); + base_char_bottom_ = box.bottom(); + baseline_y_ = box.bottom(); + } + const TBOX& reduced_box() const { + return red_box; + } + void set_reduced_box(TBOX new_box) { + red_box = new_box; + reduced = TRUE; + } + inT32 enclosed_area() const { + return area; + } + bool joined_to_prev() const { + return joined != 0; + } + bool red_box_set() const { + return reduced != 0; + } + int repeated_set() const { + return repeated_set_; + } + void set_repeated_set(int set_id) { + repeated_set_ = set_id; + } + C_BLOB *cblob() const { + return cblob_ptr; + } + TabType left_tab_type() const { + return left_tab_type_; + } + void set_left_tab_type(TabType new_type) { + left_tab_type_ = new_type; + } + TabType right_tab_type() const { + return right_tab_type_; + } + void set_right_tab_type(TabType new_type) { + right_tab_type_ = new_type; + } + BlobRegionType region_type() const { + return region_type_; + } + void set_region_type(BlobRegionType new_type) { + region_type_ = new_type; + } + BlobSpecialTextType special_text_type() const { + return spt_type_; + } + void set_special_text_type(BlobSpecialTextType new_type) { + spt_type_ = new_type; + } + BlobTextFlowType flow() const { + return flow_; + } + void set_flow(BlobTextFlowType value) { + flow_ = value; + } + bool vert_possible() const { + return vert_possible_; + } + void set_vert_possible(bool value) { + vert_possible_ = value; + } + bool horz_possible() const { + return horz_possible_; + } + void set_horz_possible(bool value) { + horz_possible_ = value; + } + int left_rule() const { + return left_rule_; + } + void set_left_rule(int new_left) { + left_rule_ = new_left; + } + int right_rule() const { + return right_rule_; + } + void set_right_rule(int new_right) { + right_rule_ = new_right; + } + int left_crossing_rule() const { + return left_crossing_rule_; + } + void set_left_crossing_rule(int new_left) { + left_crossing_rule_ = new_left; + } + int right_crossing_rule() const { + return right_crossing_rule_; + } + void set_right_crossing_rule(int new_right) { + right_crossing_rule_ = new_right; + } + float horz_stroke_width() const { + return horz_stroke_width_; + } + void set_horz_stroke_width(float width) { + horz_stroke_width_ = width; + } + float vert_stroke_width() const { + return vert_stroke_width_; + } + void set_vert_stroke_width(float width) { + vert_stroke_width_ = width; + } + float area_stroke_width() const { + return area_stroke_width_; + } + tesseract::ColPartition* owner() const { + return owner_; + } + void set_owner(tesseract::ColPartition* new_owner) { + owner_ = new_owner; + } + bool leader_on_left() const { + return leader_on_left_; + } + void set_leader_on_left(bool flag) { + leader_on_left_ = flag; + } + bool leader_on_right() const { + return leader_on_right_; + } + void set_leader_on_right(bool flag) { + leader_on_right_ = flag; + } + BLOBNBOX* neighbour(BlobNeighbourDir n) const { + return neighbours_[n]; + } + bool good_stroke_neighbour(BlobNeighbourDir n) const { + return good_stroke_neighbours_[n]; + } + void set_neighbour(BlobNeighbourDir n, BLOBNBOX* neighbour, bool good) { + neighbours_[n] = neighbour; + good_stroke_neighbours_[n] = good; + } + bool IsDiacritic() const { + return base_char_top_ != box.top() || base_char_bottom_ != box.bottom(); + } + int base_char_top() const { + return base_char_top_; + } + int base_char_bottom() const { + return base_char_bottom_; + } + int baseline_position() const { + return baseline_y_; + } + int line_crossings() const { + return line_crossings_; + } + void set_line_crossings(int value) { + line_crossings_ = value; + } + void set_diacritic_box(const TBOX& diacritic_box) { + base_char_top_ = diacritic_box.top(); + base_char_bottom_ = diacritic_box.bottom(); + } + BLOBNBOX* base_char_blob() const { + return base_char_blob_; + } + void set_base_char_blob(BLOBNBOX* blob) { + base_char_blob_ = blob; + } + void set_owns_cblob(bool value) { owns_cblob_ = value; } + + bool UniquelyVertical() const { + return vert_possible_ && !horz_possible_; + } + bool UniquelyHorizontal() const { + return horz_possible_ && !vert_possible_; + } + + // Returns true if the region type is text. + static bool IsTextType(BlobRegionType type) { + return type == BRT_TEXT || type == BRT_VERT_TEXT; + } + // Returns true if the region type is image. + static bool IsImageType(BlobRegionType type) { + return type == BRT_RECTIMAGE || type == BRT_POLYIMAGE; + } + // Returns true if the region type is line. + static bool IsLineType(BlobRegionType type) { + return type == BRT_HLINE || type == BRT_VLINE; + } + // Returns true if the region type cannot be merged. + static bool UnMergeableType(BlobRegionType type) { + return IsLineType(type) || IsImageType(type); + } + // Helper to call CleanNeighbours on all blobs on the list. + static void CleanNeighbours(BLOBNBOX_LIST* blobs); + // Helper to delete all the deletable blobs on the list. + static void DeleteNoiseBlobs(BLOBNBOX_LIST* blobs); + // Helper to compute edge offsets for all the blobs on the list. + // See coutln.h for an explanation of edge offsets. + static void ComputeEdgeOffsets(Pix* thresholds, Pix* grey, + BLOBNBOX_LIST* blobs); + +#ifndef GRAPHICS_DISABLED + // Helper to draw all the blobs on the list in the given body_colour, + // with child outlines in the child_colour. + static void PlotBlobs(BLOBNBOX_LIST* list, + ScrollView::Color body_colour, + ScrollView::Color child_colour, + ScrollView* win); + // Helper to draw only DeletableNoise blobs (unowned, BRT_NOISE) on the + // given list in the given body_colour, with child outlines in the + // child_colour. + static void PlotNoiseBlobs(BLOBNBOX_LIST* list, + ScrollView::Color body_colour, + ScrollView::Color child_colour, + ScrollView* win); + + static ScrollView::Color TextlineColor(BlobRegionType region_type, + BlobTextFlowType flow_type); + + // Keep in sync with BlobRegionType. + ScrollView::Color BoxColor() const; + + void plot(ScrollView* window, // window to draw in + ScrollView::Color blob_colour, // for outer bits + ScrollView::Color child_colour); // for holes +#endif + + // Initializes the bulk of the members to default values for use at + // construction time. + void ConstructionInit() { + cblob_ptr = NULL; + owns_cblob_ = false; + area = 0; + area_stroke_width_ = 0.0f; + horz_stroke_width_ = 0.0f; + vert_stroke_width_ = 0.0f; + ReInit(); + } + // Initializes members set by StrokeWidth and beyond, without discarding + // stored area and strokewidth values, which are expensive to calculate. + void ReInit() { + joined = false; + reduced = false; + repeated_set_ = 0; + left_tab_type_ = TT_NONE; + right_tab_type_ = TT_NONE; + region_type_ = BRT_UNKNOWN; + flow_ = BTFT_NONE; + spt_type_ = BSTT_SKIP; + left_rule_ = 0; + right_rule_ = 0; + left_crossing_rule_ = 0; + right_crossing_rule_ = 0; + if (area_stroke_width_ == 0.0f && area > 0 && cblob() != NULL) + area_stroke_width_ = 2.0f * area / cblob()->perimeter(); + owner_ = NULL; + base_char_top_ = box.top(); + base_char_bottom_ = box.bottom(); + baseline_y_ = box.bottom(); + line_crossings_ = 0; + base_char_blob_ = NULL; + horz_possible_ = false; + vert_possible_ = false; + leader_on_left_ = false; + leader_on_right_ = false; + ClearNeighbours(); + } + + void ClearNeighbours() { + for (int n = 0; n < BND_COUNT; ++n) { + neighbours_[n] = NULL; + good_stroke_neighbours_[n] = false; + } + } + +private: + C_BLOB *cblob_ptr; // edgestep blob + TBOX box; // bounding box + TBOX red_box; // bounding box + int area : 30; // enclosed area + int joined : 1; // joined to prev + int reduced : 1; // reduced box set + int repeated_set_; // id of the set of repeated blobs + TabType left_tab_type_; // Indicates tab-stop assessment + TabType right_tab_type_; // Indicates tab-stop assessment + BlobRegionType region_type_; // Type of region this blob belongs to + BlobTextFlowType flow_; // Quality of text flow. + inT16 left_rule_; // x-coord of nearest but not crossing rule line + inT16 right_rule_; // x-coord of nearest but not crossing rule line + inT16 left_crossing_rule_; // x-coord of nearest or crossing rule line + inT16 right_crossing_rule_; // x-coord of nearest or crossing rule line + inT16 base_char_top_; // y-coord of top/bottom of diacritic base, + inT16 base_char_bottom_; // if it exists else top/bottom of this blob. + inT16 baseline_y_; // Estimate of baseline position. + int line_crossings_; // Number of line intersections touched. + BLOBNBOX* base_char_blob_; // The blob that was the base char. + float horz_stroke_width_; // Median horizontal stroke width + float vert_stroke_width_; // Median vertical stroke width + float area_stroke_width_; // Stroke width from area/perimeter ratio. + tesseract::ColPartition* owner_; // Who will delete me when I am not needed + BlobSpecialTextType spt_type_; // Special text type. + BLOBNBOX* neighbours_[BND_COUNT]; + bool good_stroke_neighbours_[BND_COUNT]; + bool horz_possible_; // Could be part of horizontal flow. + bool vert_possible_; // Could be part of vertical flow. + bool leader_on_left_; // There is a leader to the left. + bool leader_on_right_; // There is a leader to the right. + // Iff true, then the destructor should delete the cblob_ptr. + // TODO(rays) migrate all uses to correctly setting this flag instead of + // deleting the C_BLOB before deleting the BLOBNBOX. + bool owns_cblob_; +}; + +class TO_ROW : public ELIST2_LINK +{ +public: + static const int kErrorWeight = 3; + + TO_ROW() { + clear(); + } //empty + TO_ROW( //constructor + BLOBNBOX *blob, //from first blob + float top, //of row //target height + float bottom, + float row_size); + + void print() const; + float max_y() const { //access function + return y_max; + } + float min_y() const { + return y_min; + } + float mean_y() const { + return (y_min + y_max) / 2.0f; + } + float initial_min_y() const { + return initial_y_min; + } + float line_m() const { //access to line fit + return m; + } + float line_c() const { + return c; + } + float line_error() const { + return error; + } + float parallel_c() const { + return para_c; + } + float parallel_error() const { + return para_error; + } + float believability() const { //baseline goodness + return credibility; + } + float intercept() const { //real parallel_c + return y_origin; + } + void add_blob( //put in row + BLOBNBOX *blob, //blob to add + float top, //of row //target height + float bottom, + float row_size); + void insert_blob( //put in row in order + BLOBNBOX *blob); + + BLOBNBOX_LIST *blob_list() { //get list + return &blobs; + } + + void set_line( //set line spec + float new_m, //line to set + float new_c, + float new_error) { + m = new_m; + c = new_c; + error = new_error; + } + void set_parallel_line( //set fixed gradient line + float gradient, //page gradient + float new_c, + float new_error) { + para_c = new_c; + para_error = new_error; + credibility = + (float)(blobs.length() - kErrorWeight * new_error); + y_origin = (float)(new_c / sqrt(1 + gradient * gradient)); + //real intercept + } + void set_limits( //set min,max + float new_min, //bottom and + float new_max) { //top of row + y_min = new_min; + y_max = new_max; + } + void compute_vertical_projection(); + //get projection + + bool rep_chars_marked() const { + return num_repeated_sets_ != -1; + } + void clear_rep_chars_marked() { + num_repeated_sets_ = -1; + } + int num_repeated_sets() const { + return num_repeated_sets_; + } + void set_num_repeated_sets(int num_sets) { + num_repeated_sets_ = num_sets; + } + + // true when dead + BOOL8 merged; + BOOL8 all_caps; // had no ascenders + BOOL8 used_dm_model; // in guessing pitch + inT16 projection_left; // start of projection + inT16 projection_right; // start of projection + PITCH_TYPE pitch_decision; // how strong is decision + float fixed_pitch; // pitch or 0 + float fp_space; // sp if fixed pitch + float fp_nonsp; // nonsp if fixed pitch + float pr_space; // sp if prop + float pr_nonsp; // non sp if prop + float spacing; // to "next" row + float xheight; // of line + int xheight_evidence; // number of blobs of height xheight + float ascrise; // ascenders + float descdrop; // descenders + float body_size; // of CJK characters. Assumed to be + // xheight+ascrise for non-CJK text. + inT32 min_space; // min size for real space + inT32 max_nonspace; // max size of non-space + inT32 space_threshold; // space vs nonspace + float kern_size; // average non-space + float space_size; // average space + WERD_LIST rep_words; // repeated chars + ICOORDELT_LIST char_cells; // fixed pitch cells + QSPLINE baseline; // curved baseline + STATS projection; // vertical projection + +private: + void clear(); // clear all values to reasonable defaults + + BLOBNBOX_LIST blobs; //blobs in row + float y_min; //coords + float y_max; + float initial_y_min; + float m, c; //line spec + float error; //line error + float para_c; //constrained fit + float para_error; + float y_origin; //rotated para_c; + float credibility; //baseline believability + int num_repeated_sets_; // number of sets of repeated blobs + // set to -1 if we have not searched + // for repeated blobs in this row yet +}; + +ELIST2IZEH(TO_ROW) +class TO_BLOCK :public ELIST_LINK +{ +public: + TO_BLOCK() : pitch_decision(PITCH_DUNNO) { + clear(); + } //empty + TO_BLOCK( //constructor + BLOCK *src_block); //real block + ~TO_BLOCK(); + + void clear(); // clear all scalar members. + + TO_ROW_LIST *get_rows() { //access function + return &row_list; + } + + // Rotate all the blobnbox lists and the underlying block. Then update the + // median size statistic from the blobs list. + void rotate(const FCOORD& rotation) { + BLOBNBOX_LIST* blobnbox_list[] = { &blobs, &underlines, &noise_blobs, + &small_blobs, &large_blobs, NULL }; + for (BLOBNBOX_LIST** list = blobnbox_list; *list != NULL; ++list) { + BLOBNBOX_IT it(*list); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + it.data()->rotate(rotation); + } + } + // Rotate the block + ASSERT_HOST(block->poly_block() != NULL); + block->rotate(rotation); + // Update the median size statistic from the blobs list. + STATS widths(0, block->bounding_box().width()); + STATS heights(0, block->bounding_box().height()); + BLOBNBOX_IT blob_it(&blobs); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + widths.add(blob_it.data()->bounding_box().width(), 1); + heights.add(blob_it.data()->bounding_box().height(), 1); + } + block->set_median_size(static_cast(widths.median() + 0.5), + static_cast(heights.median() + 0.5)); + } + + void print_rows() { //debug info + TO_ROW_IT row_it = &row_list; + TO_ROW *row; + + for (row_it.mark_cycle_pt(); !row_it.cycled_list(); + row_it.forward()) { + row = row_it.data(); + tprintf("Row range (%g,%g), para_c=%g, blobcount=" INT32FORMAT + "\n", row->min_y(), row->max_y(), row->parallel_c(), + row->blob_list()->length()); + } + } + + // Reorganizes the blob lists with a different definition of small, medium + // and large, compared to the original definition. + // Height is still the primary filter key, but medium width blobs of small + // height become medium, and very wide blobs of small height stay small. + void ReSetAndReFilterBlobs(); + + // Deletes noise blobs from all lists where not owned by a ColPartition. + void DeleteUnownedNoise(); + + // Computes and stores the edge offsets on each blob for use in feature + // extraction, using greyscale if the supplied grey and thresholds pixes + // are 8-bit or otherwise (if NULL or not 8 bit) the original binary + // edge step outlines. + // Thresholds must either be the same size as grey or an integer down-scale + // of grey. + // See coutln.h for an explanation of edge offsets. + void ComputeEdgeOffsets(Pix* thresholds, Pix* grey); + +#ifndef GRAPHICS_DISABLED + // Draw the noise blobs from all lists in red. + void plot_noise_blobs(ScrollView* to_win); + // Draw the blobs on on the various lists in the block in different colors. + void plot_graded_blobs(ScrollView* to_win); +#endif + + BLOBNBOX_LIST blobs; //medium size + BLOBNBOX_LIST underlines; //underline blobs + BLOBNBOX_LIST noise_blobs; //very small + BLOBNBOX_LIST small_blobs; //fairly small + BLOBNBOX_LIST large_blobs; //big blobs + BLOCK *block; //real block + PITCH_TYPE pitch_decision; //how strong is decision + float line_spacing; //estimate + // line_size is a lower-bound estimate of the font size in pixels of + // the text in the block (with ascenders and descenders), being a small + // (1.25) multiple of the median height of filtered blobs. + // In most cases the font size will be bigger, but it will be closer + // if the text is allcaps, or in a no-x-height script. + float line_size; //estimate + float max_blob_size; //line assignment limit + float baseline_offset; //phase shift + float xheight; //median blob size + float fixed_pitch; //pitch or 0 + float kern_size; //average non-space + float space_size; //average space + inT32 min_space; //min definite space + inT32 max_nonspace; //max definite + float fp_space; //sp if fixed pitch + float fp_nonsp; //nonsp if fixed pitch + float pr_space; //sp if prop + float pr_nonsp; //non sp if prop + TO_ROW *key_row; //starting row + +private: + TO_ROW_LIST row_list; //temporary rows +}; + +ELISTIZEH(TO_BLOCK) +extern double_VAR_H(textord_error_weight, 3, + "Weighting for error in believability"); +void find_cblob_limits( //get y limits + C_BLOB *blob, //blob to search + float leftx, //x limits + float rightx, + FCOORD rotation, //for landscape + float &ymin, //output y limits + float &ymax); +void find_cblob_vlimits( //get y limits + C_BLOB *blob, //blob to search + float leftx, //x limits + float rightx, + float &ymin, //output y limits + float &ymax); +void find_cblob_hlimits( //get x limits + C_BLOB *blob, //blob to search + float bottomy, //y limits + float topy, + float &xmin, //output x limits + float &xymax); +C_BLOB *crotate_cblob( //rotate it + C_BLOB *blob, //blob to search + FCOORD rotation //for landscape +); +TBOX box_next( //get bounding box + BLOBNBOX_IT *it //iterator to blobds +); +TBOX box_next_pre_chopped( //get bounding box + BLOBNBOX_IT *it //iterator to blobds +); +void vertical_cblob_projection( //project outlines + C_BLOB *blob, //blob to project + STATS *stats //output +); +void vertical_coutline_projection( //project outlines + C_OUTLINE *outline, //outline to project + STATS *stats //output +); +#ifndef GRAPHICS_DISABLED +void plot_blob_list(ScrollView* win, // window to draw in + BLOBNBOX_LIST *list, // blob list + ScrollView::Color body_colour, // colour to draw + ScrollView::Color child_colour); // colour of child +#endif // GRAPHICS_DISABLED +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/blobs.cpp b/3rdparty/hgOCR/include/ccstruct/blobs.cpp new file mode 100644 index 00000000..bab74075 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blobs.cpp @@ -0,0 +1,1027 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: blobs.c (Formerly blobs.c) + * Description: Blob definition + * Author: Mark Seaman, OCR Technology + * Created: Fri Oct 27 15:39:52 1989 + * Modified: Thu Mar 28 15:33:26 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Experimental (Do Not Distribute) + * + * (c) Copyright 1989, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *********************************************************************************/ + + /*---------------------------------------------------------------------- + I n c l u d e s + ----------------------------------------------------------------------*/ + // Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "blobs.h" +#include "ccstruct.h" +#include "clst.h" +#include "cutil.h" +#include "emalloc.h" +#include "helpers.h" +#include "linlsq.h" +#include "ndminx.h" +#include "normalis.h" +#include "ocrblock.h" +#include "ocrrow.h" +#include "points.h" +#include "polyaprx.h" +#include "structures.h" +#include "werd.h" + +using tesseract::CCStruct; + +// A Vector representing the "vertical" direction when measuring the +// divisiblity of blobs into multiple blobs just by separating outlines. +// See divisible_blob below for the use. +const TPOINT kDivisibleVerticalUpright(0, 1); +// A vector representing the "vertical" direction for italic text for use +// when separating outlines. Using it actually deteriorates final accuracy, +// so it is only used for ApplyBoxes chopping to get a better segmentation. +const TPOINT kDivisibleVerticalItalic(1, 5); + +/*---------------------------------------------------------------------- + F u n c t i o n s +----------------------------------------------------------------------*/ + +CLISTIZE(EDGEPT); + +// Returns true when the two line segments cross each other. +// (Moved from outlines.cpp). +// Finds where the projected lines would cross and then checks to see if the +// point of intersection lies on both of the line segments. If it does +// then these two segments cross. +/* static */ +bool TPOINT::IsCrossed(const TPOINT& a0, const TPOINT& a1, const TPOINT& b0, + const TPOINT& b1) { + int b0a1xb0b1, b0b1xb0a0; + int a1b1xa1a0, a1a0xa1b0; + + TPOINT b0a1, b0a0, a1b1, b0b1, a1a0; + + b0a1.x = a1.x - b0.x; + b0a0.x = a0.x - b0.x; + a1b1.x = b1.x - a1.x; + b0b1.x = b1.x - b0.x; + a1a0.x = a0.x - a1.x; + b0a1.y = a1.y - b0.y; + b0a0.y = a0.y - b0.y; + a1b1.y = b1.y - a1.y; + b0b1.y = b1.y - b0.y; + a1a0.y = a0.y - a1.y; + + b0a1xb0b1 = CROSS(b0a1, b0b1); + b0b1xb0a0 = CROSS(b0b1, b0a0); + a1b1xa1a0 = CROSS(a1b1, a1a0); + // For clarity, we want CROSS(a1a0,a1b0) here but we have b0a1 instead of a1b0 + // so use -CROSS(a1b0,b0a1) instead, which is the same. + a1a0xa1b0 = -CROSS(a1a0, b0a1); + + return ((b0a1xb0b1 > 0 && b0b1xb0a0 > 0) || + (b0a1xb0b1 < 0 && b0b1xb0a0 < 0)) && + ((a1b1xa1a0 > 0 && a1a0xa1b0 > 0) || (a1b1xa1a0 < 0 && a1a0xa1b0 < 0)); +} + +// Consume the circular list of EDGEPTs to make a TESSLINE. +TESSLINE* TESSLINE::BuildFromOutlineList(EDGEPT* outline) { + TESSLINE* result = new TESSLINE; + result->loop = outline; + if (outline->src_outline != NULL) { + // ASSUMPTION: This function is only ever called from ApproximateOutline + // and therefore either all points have a src_outline or all do not. + // Just as SetupFromPos sets the vectors from the vertices, setup the + // step_count members to indicate the (positive) number of original + // C_OUTLINE steps to the next vertex. + EDGEPT* pt = outline; + do { + pt->step_count = pt->next->start_step - pt->start_step; + if (pt->step_count < 0) + pt->step_count += pt->src_outline->pathlength(); + pt = pt->next; + } while (pt != outline); + } + result->SetupFromPos(); + return result; +} + +// Copies the data and the outline, but leaves next untouched. +void TESSLINE::CopyFrom(const TESSLINE& src) { + Clear(); + topleft = src.topleft; + botright = src.botright; + start = src.start; + is_hole = src.is_hole; + if (src.loop != NULL) { + EDGEPT* prevpt = NULL; + EDGEPT* newpt = NULL; + EDGEPT* srcpt = src.loop; + do { + newpt = new EDGEPT(*srcpt); + if (prevpt == NULL) { + loop = newpt; + } + else { + newpt->prev = prevpt; + prevpt->next = newpt; + } + prevpt = newpt; + srcpt = srcpt->next; + } while (srcpt != src.loop); + loop->prev = newpt; + newpt->next = loop; + } +} + +// Deletes owned data. +void TESSLINE::Clear() { + if (loop == NULL) + return; + + EDGEPT* this_edge = loop; + do { + EDGEPT* next_edge = this_edge->next; + delete this_edge; + this_edge = next_edge; + } while (this_edge != loop); + loop = NULL; +} + +// Normalize in-place using the DENORM. +void TESSLINE::Normalize(const DENORM& denorm) { + EDGEPT* pt = loop; + do { + denorm.LocalNormTransform(pt->pos, &pt->pos); + pt = pt->next; + } while (pt != loop); + SetupFromPos(); +} + +// Rotates by the given rotation in place. +void TESSLINE::Rotate(const FCOORD rot) { + EDGEPT* pt = loop; + do { + int tmp = static_cast(floor(pt->pos.x * rot.x() - + pt->pos.y * rot.y() + 0.5)); + pt->pos.y = static_cast(floor(pt->pos.y * rot.x() + + pt->pos.x * rot.y() + 0.5)); + pt->pos.x = tmp; + pt = pt->next; + } while (pt != loop); + SetupFromPos(); +} + +// Moves by the given vec in place. +void TESSLINE::Move(const ICOORD vec) { + EDGEPT* pt = loop; + do { + pt->pos.x += vec.x(); + pt->pos.y += vec.y(); + pt = pt->next; + } while (pt != loop); + SetupFromPos(); +} + +// Scales by the given factor in place. +void TESSLINE::Scale(float factor) { + EDGEPT* pt = loop; + do { + pt->pos.x = static_cast(floor(pt->pos.x * factor + 0.5)); + pt->pos.y = static_cast(floor(pt->pos.y * factor + 0.5)); + pt = pt->next; + } while (pt != loop); + SetupFromPos(); +} + +// Sets up the start and vec members of the loop from the pos members. +void TESSLINE::SetupFromPos() { + EDGEPT* pt = loop; + do { + pt->vec.x = pt->next->pos.x - pt->pos.x; + pt->vec.y = pt->next->pos.y - pt->pos.y; + pt = pt->next; + } while (pt != loop); + start = pt->pos; + ComputeBoundingBox(); +} + +// Recomputes the bounding box from the points in the loop. +void TESSLINE::ComputeBoundingBox() { + int minx = MAX_INT32; + int miny = MAX_INT32; + int maxx = -MAX_INT32; + int maxy = -MAX_INT32; + + // Find boundaries. + start = loop->pos; + EDGEPT* this_edge = loop; + do { + if (!this_edge->IsHidden() || !this_edge->prev->IsHidden()) { + if (this_edge->pos.x < minx) + minx = this_edge->pos.x; + if (this_edge->pos.y < miny) + miny = this_edge->pos.y; + if (this_edge->pos.x > maxx) + maxx = this_edge->pos.x; + if (this_edge->pos.y > maxy) + maxy = this_edge->pos.y; + } + this_edge = this_edge->next; + } while (this_edge != loop); + // Reset bounds. + topleft.x = minx; + topleft.y = maxy; + botright.x = maxx; + botright.y = miny; +} + +// Computes the min and max cross product of the outline points with the +// given vec and returns the results in min_xp and max_xp. Geometrically +// this is the left and right edge of the outline perpendicular to the +// given direction, but to get the distance units correct, you would +// have to divide by the modulus of vec. +void TESSLINE::MinMaxCrossProduct(const TPOINT vec, + int* min_xp, int* max_xp) const { + *min_xp = MAX_INT32; + *max_xp = MIN_INT32; + EDGEPT* this_edge = loop; + do { + if (!this_edge->IsHidden() || !this_edge->prev->IsHidden()) { + int product = CROSS(this_edge->pos, vec); + UpdateRange(product, min_xp, max_xp); + } + this_edge = this_edge->next; + } while (this_edge != loop); +} + +TBOX TESSLINE::bounding_box() const { + return TBOX(topleft.x, botright.y, botright.x, topleft.y); +} + +#ifndef GRAPHICS_DISABLED +void TESSLINE::plot(ScrollView* window, ScrollView::Color color, + ScrollView::Color child_color) { + if (is_hole) + window->Pen(child_color); + else + window->Pen(color); + window->SetCursor(start.x, start.y); + EDGEPT* pt = loop; + do { + bool prev_hidden = pt->IsHidden(); + pt = pt->next; + if (prev_hidden) + window->SetCursor(pt->pos.x, pt->pos.y); + else + window->DrawTo(pt->pos.x, pt->pos.y); + } while (pt != loop); +} +#endif // GRAPHICS_DISABLED + +// Returns the first non-hidden EDGEPT that has a different src_outline to +// its predecessor, or, if all the same, the lowest indexed point. +EDGEPT* TESSLINE::FindBestStartPt() const { + EDGEPT* best_start = loop; + int best_step = loop->start_step; + // Iterate the polygon. + EDGEPT* pt = loop; + do { + if (pt->IsHidden()) continue; + if (pt->prev->IsHidden() || pt->prev->src_outline != pt->src_outline) + return pt; // Qualifies as the best. + if (pt->start_step < best_step) { + best_step = pt->start_step; + best_start = pt; + } + } while ((pt = pt->next) != loop); + return best_start; +} + +// Iterate the given list of outlines, converting to TESSLINE by polygonal +// approximation and recursively any children, returning the current tail +// of the resulting list of TESSLINEs. +static TESSLINE** ApproximateOutlineList(bool allow_detailed_fx, + C_OUTLINE_LIST* outlines, + bool children, + TESSLINE** tail) { + C_OUTLINE_IT ol_it(outlines); + for (ol_it.mark_cycle_pt(); !ol_it.cycled_list(); ol_it.forward()) { + C_OUTLINE* outline = ol_it.data(); + if (outline->pathlength() > 0) { + TESSLINE* tessline = ApproximateOutline(allow_detailed_fx, outline); + tessline->is_hole = children; + *tail = tessline; + tail = &tessline->next; + } + if (!outline->child()->empty()) { + tail = ApproximateOutlineList(allow_detailed_fx, outline->child(), true, + tail); + } + } + return tail; +} + +// Factory to build a TBLOB from a C_BLOB with polygonal approximation along +// the way. If allow_detailed_fx is true, the EDGEPTs in the returned TBLOB +// contain pointers to the input C_OUTLINEs that enable higher-resolution +// feature extraction that does not use the polygonal approximation. +TBLOB* TBLOB::PolygonalCopy(bool allow_detailed_fx, C_BLOB* src) { + TBLOB* tblob = new TBLOB; + ApproximateOutlineList(allow_detailed_fx, src->out_list(), false, + &tblob->outlines); + return tblob; +} + +// Factory builds a blob with no outlines, but copies the other member data. +TBLOB* TBLOB::ShallowCopy(const TBLOB& src) { + TBLOB* blob = new TBLOB; + blob->denorm_ = src.denorm_; + return blob; +} + +// Normalizes the blob for classification only if needed. +// (Normally this means a non-zero classify rotation.) +// If no Normalization is needed, then NULL is returned, and the input blob +// can be used directly. Otherwise a new TBLOB is returned which must be +// deleted after use. +TBLOB* TBLOB::ClassifyNormalizeIfNeeded() const { + TBLOB* rotated_blob = NULL; + // If necessary, copy the blob and rotate it. The rotation is always + // +/- 90 degrees, as 180 was already taken care of. + if (denorm_.block() != NULL && + denorm_.block()->classify_rotation().y() != 0.0) { + TBOX box = bounding_box(); + int x_middle = (box.left() + box.right()) / 2; + int y_middle = (box.top() + box.bottom()) / 2; + rotated_blob = new TBLOB(*this); + const FCOORD& rotation = denorm_.block()->classify_rotation(); + // Move the rotated blob back to the same y-position so that we + // can still distinguish similar glyphs with differeny y-position. + float target_y = kBlnBaselineOffset + + (rotation.y() > 0 ? x_middle - box.left() : box.right() - x_middle); + rotated_blob->Normalize(NULL, &rotation, &denorm_, x_middle, y_middle, + 1.0f, 1.0f, 0.0f, target_y, + denorm_.inverse(), denorm_.pix()); + } + return rotated_blob; +} + +// Copies the data and the outline, but leaves next untouched. +void TBLOB::CopyFrom(const TBLOB& src) { + Clear(); + TESSLINE* prev_outline = NULL; + for (TESSLINE* srcline = src.outlines; srcline != NULL; + srcline = srcline->next) { + TESSLINE* new_outline = new TESSLINE(*srcline); + if (outlines == NULL) + outlines = new_outline; + else + prev_outline->next = new_outline; + prev_outline = new_outline; + } + denorm_ = src.denorm_; +} + +// Deletes owned data. +void TBLOB::Clear() { + for (TESSLINE* next_outline = NULL; outlines != NULL; + outlines = next_outline) { + next_outline = outlines->next; + delete outlines; + } +} + +// Sets up the built-in DENORM and normalizes the blob in-place. +// For parameters see DENORM::SetupNormalization, plus the inverse flag for +// this blob and the Pix for the full image. +void TBLOB::Normalize(const BLOCK* block, + const FCOORD* rotation, + const DENORM* predecessor, + float x_origin, float y_origin, + float x_scale, float y_scale, + float final_xshift, float final_yshift, + bool inverse, Pix* pix) { + denorm_.SetupNormalization(block, rotation, predecessor, x_origin, y_origin, + x_scale, y_scale, final_xshift, final_yshift); + denorm_.set_inverse(inverse); + denorm_.set_pix(pix); + // TODO(rays) outline->Normalize is more accurate, but breaks tests due + // the changes it makes. Reinstate this code with a retraining. + // The reason this change is troublesome is that it normalizes for the + // baseline value computed independently at each x-coord. If the baseline + // is not horizontal, this introduces shear into the normalized blob, which + // is useful on the rare occasions that the baseline is really curved, but + // the baselines need to be stabilized the rest of the time. +#if 0 + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) { + outline->Normalize(denorm_); + } +#else + denorm_.LocalNormBlob(this); +#endif +} + +// Rotates by the given rotation in place. +void TBLOB::Rotate(const FCOORD rotation) { + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) { + outline->Rotate(rotation); + } +} + +// Moves by the given vec in place. +void TBLOB::Move(const ICOORD vec) { + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) { + outline->Move(vec); + } +} + +// Scales by the given factor in place. +void TBLOB::Scale(float factor) { + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) { + outline->Scale(factor); + } +} + +// Recomputes the bounding boxes of the outlines. +void TBLOB::ComputeBoundingBoxes() { + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) { + outline->ComputeBoundingBox(); + } +} + +// Returns the number of outlines. +int TBLOB::NumOutlines() const { + int result = 0; + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) + ++result; + return result; +} + +/********************************************************************** + * TBLOB::bounding_box() + * + * Compute the bounding_box of a compound blob, defined to be the + * bounding box of the union of all top-level outlines in the blob. + **********************************************************************/ +TBOX TBLOB::bounding_box() const { + if (outlines == NULL) + return TBOX(0, 0, 0, 0); + TESSLINE *outline = outlines; + TBOX box = outline->bounding_box(); + for (outline = outline->next; outline != NULL; outline = outline->next) { + box += outline->bounding_box(); + } + return box; +} + +// Finds and deletes any duplicate outlines in this blob, without deleting +// their EDGEPTs. +void TBLOB::EliminateDuplicateOutlines() { + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) { + TESSLINE* last_outline = outline; + for (TESSLINE* other_outline = outline->next; other_outline != NULL; + last_outline = other_outline, other_outline = other_outline->next) { + if (outline->SameBox(*other_outline)) { + last_outline->next = other_outline->next; + // This doesn't leak - the outlines share the EDGEPTs. + other_outline->loop = NULL; + delete other_outline; + other_outline = last_outline; + // If it is part of a cut, then it can't be a hole any more. + outline->is_hole = false; + } + } + } +} + +// Swaps the outlines of *this and next if needed to keep the centers in +// increasing x. +void TBLOB::CorrectBlobOrder(TBLOB* next) { + TBOX box = bounding_box(); + TBOX next_box = next->bounding_box(); + if (box.x_middle() > next_box.x_middle()) { + Swap(&outlines, &next->outlines); + } +} + +#ifndef GRAPHICS_DISABLED +void TBLOB::plot(ScrollView* window, ScrollView::Color color, + ScrollView::Color child_color) { + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) + outline->plot(window, color, child_color); +} +#endif // GRAPHICS_DISABLED + +// Computes the center of mass and second moments for the old baseline and +// 2nd moment normalizations. Returns the outline length. +// The input denorm should be the normalizations that have been applied from +// the image to the current state of this TBLOB. +int TBLOB::ComputeMoments(FCOORD* center, FCOORD* second_moments) const { + // Compute 1st and 2nd moments of the original outline. + LLSQ accumulator; + TBOX box = bounding_box(); + // Iterate the outlines, accumulating edges relative the box.botleft(). + CollectEdges(box, NULL, &accumulator, NULL, NULL); + *center = accumulator.mean_point() + box.botleft(); + // The 2nd moments are just the standard deviation of the point positions. + double x2nd = sqrt(accumulator.x_variance()); + double y2nd = sqrt(accumulator.y_variance()); + if (x2nd < 1.0) x2nd = 1.0; + if (y2nd < 1.0) y2nd = 1.0; + second_moments->set_x(x2nd); + second_moments->set_y(y2nd); + return accumulator.count(); +} + +// Computes the precise bounding box of the coords that are generated by +// GetEdgeCoords. This may be different from the bounding box of the polygon. +void TBLOB::GetPreciseBoundingBox(TBOX* precise_box) const { + TBOX box = bounding_box(); + *precise_box = TBOX(); + CollectEdges(box, precise_box, NULL, NULL, NULL); + precise_box->move(box.botleft()); +} + +// Adds edges to the given vectors. +// For all the edge steps in all the outlines, or polygonal approximation +// where there are no edge steps, collects the steps into x_coords/y_coords. +// x_coords is a collection of the x-coords of vertical edges for each +// y-coord starting at box.bottom(). +// y_coords is a collection of the y-coords of horizontal edges for each +// x-coord starting at box.left(). +// Eg x_coords[0] is a collection of the x-coords of edges at y=bottom. +// Eg x_coords[1] is a collection of the x-coords of edges at y=bottom + 1. +void TBLOB::GetEdgeCoords(const TBOX& box, + GenericVector >* x_coords, + GenericVector >* y_coords) const { + GenericVector empty; + x_coords->init_to_size(box.height(), empty); + y_coords->init_to_size(box.width(), empty); + CollectEdges(box, NULL, NULL, x_coords, y_coords); + // Sort the output vectors. + for (int i = 0; i < x_coords->size(); ++i) + (*x_coords)[i].sort(); + for (int i = 0; i < y_coords->size(); ++i) + (*y_coords)[i].sort(); +} + +// Accumulates the segment between pt1 and pt2 in the LLSQ, quantizing over +// the integer coordinate grid to properly weight long vectors. +static void SegmentLLSQ(const FCOORD& pt1, const FCOORD& pt2, + LLSQ* accumulator) { + FCOORD step(pt2); + step -= pt1; + int xstart = IntCastRounded(MIN(pt1.x(), pt2.x())); + int xend = IntCastRounded(MAX(pt1.x(), pt2.x())); + int ystart = IntCastRounded(MIN(pt1.y(), pt2.y())); + int yend = IntCastRounded(MAX(pt1.y(), pt2.y())); + if (xstart == xend && ystart == yend) return; // Nothing to do. + double weight = step.length() / (xend - xstart + yend - ystart); + // Compute and save the y-position at the middle of each x-step. + for (int x = xstart; x < xend; ++x) { + double y = pt1.y() + step.y() * (x + 0.5 - pt1.x()) / step.x(); + accumulator->add(x + 0.5, y, weight); + } + // Compute and save the x-position at the middle of each y-step. + for (int y = ystart; y < yend; ++y) { + double x = pt1.x() + step.x() * (y + 0.5 - pt1.y()) / step.y(); + accumulator->add(x, y + 0.5, weight); + } +} + +// Adds any edges from a single segment of outline between pt1 and pt2 to +// the x_coords, y_coords vectors. pt1 and pt2 should be relative to the +// bottom-left of the bounding box, hence indices to x_coords, y_coords +// are clipped to ([0,x_limit], [0,y_limit]). +// See GetEdgeCoords above for a description of x_coords, y_coords. +static void SegmentCoords(const FCOORD& pt1, const FCOORD& pt2, + int x_limit, int y_limit, + GenericVector >* x_coords, + GenericVector >* y_coords) { + FCOORD step(pt2); + step -= pt1; + int start = ClipToRange(IntCastRounded(MIN(pt1.x(), pt2.x())), 0, x_limit); + int end = ClipToRange(IntCastRounded(MAX(pt1.x(), pt2.x())), 0, x_limit); + for (int x = start; x < end; ++x) { + int y = IntCastRounded(pt1.y() + step.y() * (x + 0.5 - pt1.x()) / step.x()); + (*y_coords)[x].push_back(y); + } + start = ClipToRange(IntCastRounded(MIN(pt1.y(), pt2.y())), 0, y_limit); + end = ClipToRange(IntCastRounded(MAX(pt1.y(), pt2.y())), 0, y_limit); + for (int y = start; y < end; ++y) { + int x = IntCastRounded(pt1.x() + step.x() * (y + 0.5 - pt1.y()) / step.y()); + (*x_coords)[y].push_back(x); + } +} + +// Adds any edges from a single segment of outline between pt1 and pt2 to +// the bbox such that it guarantees to contain anything produced by +// SegmentCoords. +static void SegmentBBox(const FCOORD& pt1, const FCOORD& pt2, TBOX* bbox) { + FCOORD step(pt2); + step -= pt1; + int x1 = IntCastRounded(MIN(pt1.x(), pt2.x())); + int x2 = IntCastRounded(MAX(pt1.x(), pt2.x())); + if (x2 > x1) { + int y1 = IntCastRounded(pt1.y() + step.y() * (x1 + 0.5 - pt1.x()) / + step.x()); + int y2 = IntCastRounded(pt1.y() + step.y() * (x2 - 0.5 - pt1.x()) / + step.x()); + TBOX point(x1, MIN(y1, y2), x2, MAX(y1, y2)); + *bbox += point; + } + int y1 = IntCastRounded(MIN(pt1.y(), pt2.y())); + int y2 = IntCastRounded(MAX(pt1.y(), pt2.y())); + if (y2 > y1) { + int x1 = IntCastRounded(pt1.x() + step.x() * (y1 + 0.5 - pt1.y()) / + step.y()); + int x2 = IntCastRounded(pt1.x() + step.x() * (y2 - 0.5 - pt1.y()) / + step.y()); + TBOX point(MIN(x1, x2), y1, MAX(x1, x2), y2); + *bbox += point; + } +} + +// Collects edges into the given bounding box, LLSQ accumulator and/or x_coords, +// y_coords vectors. +// For a description of x_coords/y_coords, see GetEdgeCoords above. +// Startpt to lastpt, inclusive, MUST have the same src_outline member, +// which may be NULL. The vector from lastpt to its next is included in +// the accumulation. Hidden edges should be excluded by the caller. +// The input denorm should be the normalizations that have been applied from +// the image to the current state of the TBLOB from which startpt, lastpt come. +// box is the bounding box of the blob from which the EDGEPTs are taken and +// indices into x_coords, y_coords are offset by box.botleft(). +static void CollectEdgesOfRun(const EDGEPT* startpt, const EDGEPT* lastpt, + const DENORM& denorm, const TBOX& box, + TBOX* bounding_box, + LLSQ* accumulator, + GenericVector > *x_coords, + GenericVector > *y_coords) { + const C_OUTLINE* outline = startpt->src_outline; + int x_limit = box.width() - 1; + int y_limit = box.height() - 1; + if (outline != NULL) { + // Use higher-resolution edge points stored on the outline. + // The outline coordinates may not match the binary image because of the + // rotation for vertical text lines, but the root_denorm IS the matching + // start of the DENORM chain. + const DENORM* root_denorm = denorm.RootDenorm(); + int step_length = outline->pathlength(); + int start_index = startpt->start_step; + // Note that if this run straddles the wrap-around point of the outline, + // that lastpt->start_step may have a lower index than startpt->start_step, + // and we want to use an end_index that allows us to use a positive + // increment, so we add step_length if necessary, but that may be beyond the + // bounds of the outline steps/ due to wrap-around, so we use % step_length + // everywhere, except for start_index. + int end_index = lastpt->start_step + lastpt->step_count; + if (end_index <= start_index) + end_index += step_length; + // pos is the integer coordinates of the binary image steps. + ICOORD pos = outline->position_at_index(start_index); + FCOORD origin(box.left(), box.bottom()); + // f_pos is a floating-point version of pos that offers improved edge + // positioning using greyscale information or smoothing of edge steps. + FCOORD f_pos = outline->sub_pixel_pos_at_index(pos, start_index); + // pos_normed is f_pos after the appropriate normalization, and relative + // to origin. + // prev_normed is the previous value of pos_normed. + FCOORD prev_normed; + denorm.NormTransform(root_denorm, f_pos, &prev_normed); + prev_normed -= origin; + for (int index = start_index; index < end_index; ++index) { + ICOORD step = outline->step(index % step_length); + // Only use the point if its edge strength is positive. This excludes + // points that don't provide useful information, eg + // ___________ + // |___________ + // The vertical step provides only noisy, damaging information, as even + // with a greyscale image, the positioning of the edge there may be a + // fictitious extrapolation, so previous processing has eliminated it. + if (outline->edge_strength_at_index(index % step_length) > 0) { + FCOORD f_pos = outline->sub_pixel_pos_at_index(pos, + index % step_length); + FCOORD pos_normed; + denorm.NormTransform(root_denorm, f_pos, &pos_normed); + pos_normed -= origin; + // Accumulate the information that is selected by the caller. + if (bounding_box != NULL) { + SegmentBBox(pos_normed, prev_normed, bounding_box); + } + if (accumulator != NULL) { + SegmentLLSQ(pos_normed, prev_normed, accumulator); + } + if (x_coords != NULL && y_coords != NULL) { + SegmentCoords(pos_normed, prev_normed, x_limit, y_limit, + x_coords, y_coords); + } + prev_normed = pos_normed; + } + pos += step; + } + } + else { + // There is no outline, so we are forced to use the polygonal approximation. + const EDGEPT* endpt = lastpt->next; + const EDGEPT* pt = startpt; + do { + FCOORD next_pos(pt->next->pos.x - box.left(), + pt->next->pos.y - box.bottom()); + FCOORD pos(pt->pos.x - box.left(), pt->pos.y - box.bottom()); + if (bounding_box != NULL) { + SegmentBBox(next_pos, pos, bounding_box); + } + if (accumulator != NULL) { + SegmentLLSQ(next_pos, pos, accumulator); + } + if (x_coords != NULL && y_coords != NULL) { + SegmentCoords(next_pos, pos, x_limit, y_limit, x_coords, y_coords); + } + } while ((pt = pt->next) != endpt); + } +} + +// For all the edge steps in all the outlines, or polygonal approximation +// where there are no edge steps, collects the steps into the bounding_box, +// llsq and/or the x_coords/y_coords. Both are used in different kinds of +// normalization. +// For a description of x_coords, y_coords, see GetEdgeCoords above. +void TBLOB::CollectEdges(const TBOX& box, + TBOX* bounding_box, LLSQ* llsq, + GenericVector >* x_coords, + GenericVector >* y_coords) const { + // Iterate the outlines. + for (const TESSLINE* ol = outlines; ol != NULL; ol = ol->next) { + // Iterate the polygon. + EDGEPT* loop_pt = ol->FindBestStartPt(); + EDGEPT* pt = loop_pt; + if (pt == NULL) continue; + do { + if (pt->IsHidden()) continue; + // Find a run of equal src_outline. + EDGEPT* last_pt = pt; + do { + last_pt = last_pt->next; + } while (last_pt != loop_pt && !last_pt->IsHidden() && + last_pt->src_outline == pt->src_outline); + last_pt = last_pt->prev; + CollectEdgesOfRun(pt, last_pt, denorm_, box, + bounding_box, llsq, x_coords, y_coords); + pt = last_pt; + } while ((pt = pt->next) != loop_pt); + } +} + +// Factory to build a TWERD from a (C_BLOB) WERD, with polygonal +// approximation along the way. +TWERD* TWERD::PolygonalCopy(bool allow_detailed_fx, WERD* src) { + TWERD* tessword = new TWERD; + tessword->latin_script = src->flag(W_SCRIPT_IS_LATIN); + C_BLOB_IT b_it(src->cblob_list()); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + C_BLOB* blob = b_it.data(); + TBLOB* tblob = TBLOB::PolygonalCopy(allow_detailed_fx, blob); + tessword->blobs.push_back(tblob); + } + return tessword; +} + +// Baseline normalizes the blobs in-place, recording the normalization in the +// DENORMs in the blobs. +void TWERD::BLNormalize(const BLOCK* block, const ROW* row, Pix* pix, + bool inverse, float x_height, float baseline_shift, + bool numeric_mode, tesseract::OcrEngineMode hint, + const TBOX* norm_box, + DENORM* word_denorm) { + TBOX word_box = bounding_box(); + if (norm_box != NULL) word_box = *norm_box; + float word_middle = (word_box.left() + word_box.right()) / 2.0f; + float input_y_offset = 0.0f; + float final_y_offset = static_cast(kBlnBaselineOffset); + float scale = kBlnXHeight / x_height; + if (hint == tesseract::OEM_CUBE_ONLY || row == NULL) { + word_middle = word_box.left(); + input_y_offset = word_box.bottom(); + final_y_offset = 0.0f; + if (hint == tesseract::OEM_CUBE_ONLY) + scale = 1.0f; + } + else { + input_y_offset = row->base_line(word_middle) + baseline_shift; + } + for (int b = 0; b < blobs.size(); ++b) { + TBLOB* blob = blobs[b]; + TBOX blob_box = blob->bounding_box(); + float mid_x = (blob_box.left() + blob_box.right()) / 2.0f; + float baseline = input_y_offset; + float blob_scale = scale; + if (numeric_mode) { + baseline = blob_box.bottom(); + blob_scale = ClipToRange(kBlnXHeight * 4.0f / (3 * blob_box.height()), + scale, scale * 1.5f); + } + else if (row != NULL && hint != tesseract::OEM_CUBE_ONLY) { + baseline = row->base_line(mid_x) + baseline_shift; + } + // The image will be 8-bit grey if the input was grey or color. Note that in + // a grey image 0 is black and 255 is white. If the input was binary, then + // the pix will be binary and 0 is white, with 1 being black. + // To tell the difference pixGetDepth() will return 8 or 1. + // The inverse flag will be true iff the word has been determined to be + // white on black, and is independent of whether the pix is 8 bit or 1 bit. + blob->Normalize(block, NULL, NULL, word_middle, baseline, blob_scale, + blob_scale, 0.0f, final_y_offset, inverse, pix); + } + if (word_denorm != NULL) { + word_denorm->SetupNormalization(block, NULL, NULL, word_middle, + input_y_offset, scale, scale, + 0.0f, final_y_offset); + word_denorm->set_inverse(inverse); + word_denorm->set_pix(pix); + } +} + +// Copies the data and the blobs, but leaves next untouched. +void TWERD::CopyFrom(const TWERD& src) { + Clear(); + latin_script = src.latin_script; + for (int b = 0; b < src.blobs.size(); ++b) { + TBLOB* new_blob = new TBLOB(*src.blobs[b]); + blobs.push_back(new_blob); + } +} + +// Deletes owned data. +void TWERD::Clear() { + blobs.delete_data_pointers(); + blobs.clear(); +} + +// Recomputes the bounding boxes of the blobs. +void TWERD::ComputeBoundingBoxes() { + for (int b = 0; b < blobs.size(); ++b) { + blobs[b]->ComputeBoundingBoxes(); + } +} + +TBOX TWERD::bounding_box() const { + TBOX result; + for (int b = 0; b < blobs.size(); ++b) { + TBOX box = blobs[b]->bounding_box(); + result += box; + } + return result; +} + +// Merges the blobs from start to end, not including end, and deletes +// the blobs between start and end. +void TWERD::MergeBlobs(int start, int end) { + if (start >= blobs.size() - 1) return; // Nothing to do. + TESSLINE* outline = blobs[start]->outlines; + for (int i = start + 1; i < end && i < blobs.size(); ++i) { + TBLOB* next_blob = blobs[i]; + // Take the outlines from the next blob. + if (outline == NULL) { + blobs[start]->outlines = next_blob->outlines; + outline = blobs[start]->outlines; + } + else { + while (outline->next != NULL) + outline = outline->next; + outline->next = next_blob->outlines; + next_blob->outlines = NULL; + } + // Delete the next blob and move on. + delete next_blob; + blobs[i] = NULL; + } + // Remove dead blobs from the vector. + for (int i = start + 1; i < end && start + 1 < blobs.size(); ++i) { + blobs.remove(start + 1); + } +} + +#ifndef GRAPHICS_DISABLED +void TWERD::plot(ScrollView* window) { + ScrollView::Color color = WERD::NextColor(ScrollView::BLACK); + for (int b = 0; b < blobs.size(); ++b) { + blobs[b]->plot(window, color, ScrollView::BROWN); + color = WERD::NextColor(color); + } +} +#endif // GRAPHICS_DISABLED + +/********************************************************************** + * divisible_blob + * + * Returns true if the blob contains multiple outlines than can be + * separated using divide_blobs. Sets the location to be used in the + * call to divide_blobs. + **********************************************************************/ +bool divisible_blob(TBLOB *blob, bool italic_blob, TPOINT* location) { + if (blob->outlines == NULL || blob->outlines->next == NULL) + return false; // Need at least 2 outlines for it to be possible. + int max_gap = 0; + TPOINT vertical = italic_blob ? kDivisibleVerticalItalic + : kDivisibleVerticalUpright; + for (TESSLINE* outline1 = blob->outlines; outline1 != NULL; + outline1 = outline1->next) { + if (outline1->is_hole) + continue; // Holes do not count as separable. + TPOINT mid_pt1( + static_cast((outline1->topleft.x + outline1->botright.x) / 2), + static_cast((outline1->topleft.y + outline1->botright.y) / 2)); + int mid_prod1 = CROSS(mid_pt1, vertical); + int min_prod1, max_prod1; + outline1->MinMaxCrossProduct(vertical, &min_prod1, &max_prod1); + for (TESSLINE* outline2 = outline1->next; outline2 != NULL; + outline2 = outline2->next) { + if (outline2->is_hole) + continue; // Holes do not count as separable. + TPOINT mid_pt2( + static_cast((outline2->topleft.x + outline2->botright.x) / 2), + static_cast((outline2->topleft.y + outline2->botright.y) / 2)); + int mid_prod2 = CROSS(mid_pt2, vertical); + int min_prod2, max_prod2; + outline2->MinMaxCrossProduct(vertical, &min_prod2, &max_prod2); + int mid_gap = abs(mid_prod2 - mid_prod1); + int overlap = MIN(max_prod1, max_prod2) - MAX(min_prod1, min_prod2); + if (mid_gap - overlap / 4 > max_gap) { + max_gap = mid_gap - overlap / 4; + *location = mid_pt1; + *location += mid_pt2; + *location /= 2; + } + } + } + // Use the y component of the vertical vector as an approximation to its + // length. + return max_gap > vertical.y; +} + +/********************************************************************** + * divide_blobs + * + * Create two blobs by grouping the outlines in the appropriate blob. + * The outlines that are beyond the location point are moved to the + * other blob. The ones whose x location is less than that point are + * retained in the original blob. + **********************************************************************/ +void divide_blobs(TBLOB *blob, TBLOB *other_blob, bool italic_blob, + const TPOINT& location) { + TPOINT vertical = italic_blob ? kDivisibleVerticalItalic + : kDivisibleVerticalUpright; + TESSLINE *outline1 = NULL; + TESSLINE *outline2 = NULL; + + TESSLINE *outline = blob->outlines; + blob->outlines = NULL; + int location_prod = CROSS(location, vertical); + + while (outline != NULL) { + TPOINT mid_pt( + static_cast((outline->topleft.x + outline->botright.x) / 2), + static_cast((outline->topleft.y + outline->botright.y) / 2)); + int mid_prod = CROSS(mid_pt, vertical); + if (mid_prod < location_prod) { + // Outline is in left blob. + if (outline1) + outline1->next = outline; + else + blob->outlines = outline; + outline1 = outline; + } + else { + // Outline is in right blob. + if (outline2) + outline2->next = outline; + else + other_blob->outlines = outline; + outline2 = outline; + } + outline = outline->next; + } + + if (outline1) + outline1->next = NULL; + if (outline2) + outline2->next = NULL; +} diff --git a/3rdparty/hgOCR/include/ccstruct/blobs.h b/3rdparty/hgOCR/include/ccstruct/blobs.h new file mode 100644 index 00000000..0119b47d --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blobs.h @@ -0,0 +1,449 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: blobs.h (Formerly blobs.h) + * Description: Blob definition + * Author: Mark Seaman, OCR Technology + * Created: Fri Oct 27 15:39:52 1989 + * Modified: Thu Mar 28 15:33:38 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Experimental (Do Not Distribute) + * + * (c) Copyright 1989, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *********************************************************************************/ + +#ifndef BLOBS_H +#define BLOBS_H + +/*---------------------------------------------------------------------- + I n c l u d e s +----------------------------------------------------------------------*/ +#include "clst.h" +#include "normalis.h" +#include "publictypes.h" +#include "rect.h" +#include "vecfuncs.h" + +class BLOCK; +class C_BLOB; +class C_OUTLINE; +class LLSQ; +class ROW; +class WERD; + +/*---------------------------------------------------------------------- + T y p e s +----------------------------------------------------------------------*/ +#define EDGEPTFLAGS 4 /*concavity,length etc. */ + +struct TPOINT { + TPOINT(): x(0), y(0) {} + TPOINT(inT16 vx, inT16 vy) : x(vx), y(vy) {} + TPOINT(const ICOORD &ic) : x(ic.x()), y(ic.y()) {} + + void operator+=(const TPOINT& other) { + x += other.x; + y += other.y; + } + void operator/=(int divisor) { + x /= divisor; + y /= divisor; + } + bool operator==(const TPOINT& other) const { + return x == other.x && y == other.y; + } + // Returns true when the two line segments cross each other. + // (Moved from outlines.cpp). + static bool IsCrossed(const TPOINT& a0, const TPOINT& a1, const TPOINT& b0, + const TPOINT& b1); + + inT16 x; // absolute x coord. + inT16 y; // absolute y coord. +}; +typedef TPOINT VECTOR; // structure for coordinates. + +struct EDGEPT { + EDGEPT() + : next(NULL), prev(NULL), src_outline(NULL), start_step(0), step_count(0) { + memset(flags, 0, EDGEPTFLAGS * sizeof(flags[0])); + } + EDGEPT(const EDGEPT& src) : next(NULL), prev(NULL) { + CopyFrom(src); + } + EDGEPT& operator=(const EDGEPT& src) { + CopyFrom(src); + return *this; + } + // Copies the data elements, but leaves the pointers untouched. + void CopyFrom(const EDGEPT& src) { + pos = src.pos; + vec = src.vec; + memcpy(flags, src.flags, EDGEPTFLAGS * sizeof(flags[0])); + src_outline = src.src_outline; + start_step = src.start_step; + step_count = src.step_count; + } + // Returns the squared distance between the points, with the x-component + // weighted by x_factor. + int WeightedDistance(const EDGEPT& other, int x_factor) const { + int x_dist = pos.x - other.pos.x; + int y_dist = pos.y - other.pos.y; + return x_dist * x_dist * x_factor + y_dist * y_dist; + } + // Returns true if the positions are equal. + bool EqualPos(const EDGEPT& other) const { return pos == other.pos; } + // Returns the bounding box of the outline segment from *this to *end. + // Ignores hidden edge flags. + TBOX SegmentBox(const EDGEPT* end) const { + TBOX box(pos.x, pos.y, pos.x, pos.y); + const EDGEPT* pt = this; + do { + pt = pt->next; + if (pt->pos.x < box.left()) box.set_left(pt->pos.x); + if (pt->pos.x > box.right()) box.set_right(pt->pos.x); + if (pt->pos.y < box.bottom()) box.set_bottom(pt->pos.y); + if (pt->pos.y > box.top()) box.set_top(pt->pos.y); + } while (pt != end && pt != this); + return box; + } + // Returns the area of the outline segment from *this to *end. + // Ignores hidden edge flags. + int SegmentArea(const EDGEPT* end) const { + int area = 0; + const EDGEPT* pt = this->next; + do { + TPOINT origin_vec(pt->pos.x - pos.x, pt->pos.y - pos.y); + area += CROSS(origin_vec, pt->vec); + pt = pt->next; + } while (pt != end && pt != this); + return area; + } + // Returns true if the number of points in the outline segment from *this to + // *end is less that min_points and false if we get back to *this first. + // Ignores hidden edge flags. + bool ShortNonCircularSegment(int min_points, const EDGEPT* end) const { + int count = 0; + const EDGEPT* pt = this; + do { + if (pt == end) return true; + pt = pt->next; + ++count; + } while (pt != this && count <= min_points); + return false; + } + + // Accessors to hide or reveal a cut edge from feature extractors. + void Hide() { + flags[0] = true; + } + void Reveal() { + flags[0] = false; + } + bool IsHidden() const { + return flags[0] != 0; + } + void MarkChop() { + flags[2] = true; + } + bool IsChopPt() const { + return flags[2] != 0; + } + + TPOINT pos; // position + VECTOR vec; // vector to next point + // TODO(rays) Remove flags and replace with + // is_hidden, runlength, dir, and fixed. The only use + // of the flags other than is_hidden is in polyaprx.cpp. + char flags[EDGEPTFLAGS]; // concavity, length etc + EDGEPT* next; // anticlockwise element + EDGEPT* prev; // clockwise element + C_OUTLINE* src_outline; // Outline it came from. + // The following fields are not used if src_outline is NULL. + int start_step; // Location of pos in src_outline. + int step_count; // Number of steps used (may wrap around). +}; + +// For use in chop and findseam to keep a list of which EDGEPTs were inserted. +CLISTIZEH(EDGEPT); + +struct TESSLINE { + TESSLINE() : is_hole(false), loop(NULL), next(NULL) {} + TESSLINE(const TESSLINE& src) : loop(NULL), next(NULL) { + CopyFrom(src); + } + ~TESSLINE() { + Clear(); + } + TESSLINE& operator=(const TESSLINE& src) { + CopyFrom(src); + return *this; + } + // Consume the circular list of EDGEPTs to make a TESSLINE. + static TESSLINE* BuildFromOutlineList(EDGEPT* outline); + // Copies the data and the outline, but leaves next untouched. + void CopyFrom(const TESSLINE& src); + // Deletes owned data. + void Clear(); + // Normalize in-place using the DENORM. + void Normalize(const DENORM& denorm); + // Rotates by the given rotation in place. + void Rotate(const FCOORD rotation); + // Moves by the given vec in place. + void Move(const ICOORD vec); + // Scales by the given factor in place. + void Scale(float factor); + // Sets up the start and vec members of the loop from the pos members. + void SetupFromPos(); + // Recomputes the bounding box from the points in the loop. + void ComputeBoundingBox(); + // Computes the min and max cross product of the outline points with the + // given vec and returns the results in min_xp and max_xp. Geometrically + // this is the left and right edge of the outline perpendicular to the + // given direction, but to get the distance units correct, you would + // have to divide by the modulus of vec. + void MinMaxCrossProduct(const TPOINT vec, int* min_xp, int* max_xp) const; + + TBOX bounding_box() const; + // Returns true if *this and other have equal bounding boxes. + bool SameBox(const TESSLINE& other) const { + return topleft == other.topleft && botright == other.botright; + } + // Returns true if the given line segment crosses any outline of this blob. + bool SegmentCrosses(const TPOINT& pt1, const TPOINT& pt2) const { + if (Contains(pt1) && Contains(pt2)) { + EDGEPT* pt = loop; + do { + if (TPOINT::IsCrossed(pt1, pt2, pt->pos, pt->next->pos)) return true; + pt = pt->next; + } while (pt != loop); + } + return false; + } + // Returns true if the point is contained within the outline box. + bool Contains(const TPOINT& pt) const { + return topleft.x <= pt.x && pt.x <= botright.x && + botright.y <= pt.y && pt.y <= topleft.y; + } + + #ifndef GRAPHICS_DISABLED + void plot(ScrollView* window, ScrollView::Color color, + ScrollView::Color child_color); + #endif // GRAPHICS_DISABLED + + // Returns the first outline point that has a different src_outline to its + // predecessor, or, if all the same, the lowest indexed point. + EDGEPT* FindBestStartPt() const; + + + int BBArea() const { + return (botright.x - topleft.x) * (topleft.y - botright.y); + } + + TPOINT topleft; // Top left of loop. + TPOINT botright; // Bottom right of loop. + TPOINT start; // Start of loop. + bool is_hole; // True if this is a hole/child outline. + EDGEPT *loop; // Edgeloop. + TESSLINE *next; // Next outline in blob. +}; // Outline structure. + +struct TBLOB { + TBLOB() : outlines(NULL) {} + TBLOB(const TBLOB& src) : outlines(NULL) { + CopyFrom(src); + } + ~TBLOB() { + Clear(); + } + TBLOB& operator=(const TBLOB& src) { + CopyFrom(src); + return *this; + } + // Factory to build a TBLOB from a C_BLOB with polygonal approximation along + // the way. If allow_detailed_fx is true, the EDGEPTs in the returned TBLOB + // contain pointers to the input C_OUTLINEs that enable higher-resolution + // feature extraction that does not use the polygonal approximation. + static TBLOB* PolygonalCopy(bool allow_detailed_fx, C_BLOB* src); + // Factory builds a blob with no outlines, but copies the other member data. + static TBLOB* ShallowCopy(const TBLOB& src); + // Normalizes the blob for classification only if needed. + // (Normally this means a non-zero classify rotation.) + // If no Normalization is needed, then NULL is returned, and the input blob + // can be used directly. Otherwise a new TBLOB is returned which must be + // deleted after use. + TBLOB* ClassifyNormalizeIfNeeded() const; + + // Copies the data and the outlines, but leaves next untouched. + void CopyFrom(const TBLOB& src); + // Deletes owned data. + void Clear(); + // Sets up the built-in DENORM and normalizes the blob in-place. + // For parameters see DENORM::SetupNormalization, plus the inverse flag for + // this blob and the Pix for the full image. + void Normalize(const BLOCK* block, + const FCOORD* rotation, + const DENORM* predecessor, + float x_origin, float y_origin, + float x_scale, float y_scale, + float final_xshift, float final_yshift, + bool inverse, Pix* pix); + // Rotates by the given rotation in place. + void Rotate(const FCOORD rotation); + // Moves by the given vec in place. + void Move(const ICOORD vec); + // Scales by the given factor in place. + void Scale(float factor); + // Recomputes the bounding boxes of the outlines. + void ComputeBoundingBoxes(); + + // Returns the number of outlines. + int NumOutlines() const; + + TBOX bounding_box() const; + + // Returns true if the given line segment crosses any outline of this blob. + bool SegmentCrossesOutline(const TPOINT& pt1, const TPOINT& pt2) const { + for (const TESSLINE* outline = outlines; outline != NULL; + outline = outline->next) { + if (outline->SegmentCrosses(pt1, pt2)) return true; + } + return false; + } + // Returns true if the point is contained within any of the outline boxes. + bool Contains(const TPOINT& pt) const { + for (const TESSLINE* outline = outlines; outline != NULL; + outline = outline->next) { + if (outline->Contains(pt)) return true; + } + return false; + } + + // Finds and deletes any duplicate outlines in this blob, without deleting + // their EDGEPTs. + void EliminateDuplicateOutlines(); + + // Swaps the outlines of *this and next if needed to keep the centers in + // increasing x. + void CorrectBlobOrder(TBLOB* next); + + const DENORM& denorm() const { + return denorm_; + } + + #ifndef GRAPHICS_DISABLED + void plot(ScrollView* window, ScrollView::Color color, + ScrollView::Color child_color); + #endif // GRAPHICS_DISABLED + + int BBArea() const { + int total_area = 0; + for (TESSLINE* outline = outlines; outline != NULL; outline = outline->next) + total_area += outline->BBArea(); + return total_area; + } + + // Computes the center of mass and second moments for the old baseline and + // 2nd moment normalizations. Returns the outline length. + // The input denorm should be the normalizations that have been applied from + // the image to the current state of this TBLOB. + int ComputeMoments(FCOORD* center, FCOORD* second_moments) const; + // Computes the precise bounding box of the coords that are generated by + // GetEdgeCoords. This may be different from the bounding box of the polygon. + void GetPreciseBoundingBox(TBOX* precise_box) const; + // Adds edges to the given vectors. + // For all the edge steps in all the outlines, or polygonal approximation + // where there are no edge steps, collects the steps into x_coords/y_coords. + // x_coords is a collection of the x-coords of vertical edges for each + // y-coord starting at box.bottom(). + // y_coords is a collection of the y-coords of horizontal edges for each + // x-coord starting at box.left(). + // Eg x_coords[0] is a collection of the x-coords of edges at y=bottom. + // Eg x_coords[1] is a collection of the x-coords of edges at y=bottom + 1. + void GetEdgeCoords(const TBOX& box, + GenericVector >* x_coords, + GenericVector >* y_coords) const; + + TESSLINE *outlines; // List of outlines in blob. + + private: // TODO(rays) Someday the data members will be private too. + // For all the edge steps in all the outlines, or polygonal approximation + // where there are no edge steps, collects the steps into the bounding_box, + // llsq and/or the x_coords/y_coords. Both are used in different kinds of + // normalization. + // For a description of x_coords, y_coords, see GetEdgeCoords above. + void CollectEdges(const TBOX& box, + TBOX* bounding_box, LLSQ* llsq, + GenericVector >* x_coords, + GenericVector >* y_coords) const; + + private: + // DENORM indicating the transformations that this blob has undergone so far. + DENORM denorm_; +}; // Blob structure. + +struct TWERD { + TWERD() : latin_script(false) {} + TWERD(const TWERD& src) { + CopyFrom(src); + } + ~TWERD() { + Clear(); + } + TWERD& operator=(const TWERD& src) { + CopyFrom(src); + return *this; + } + // Factory to build a TWERD from a (C_BLOB) WERD, with polygonal + // approximation along the way. + static TWERD* PolygonalCopy(bool allow_detailed_fx, WERD* src); + // Baseline normalizes the blobs in-place, recording the normalization in the + // DENORMs in the blobs. + void BLNormalize(const BLOCK* block, const ROW* row, Pix* pix, bool inverse, + float x_height, float baseline_shift, bool numeric_mode, + tesseract::OcrEngineMode hint, + const TBOX* norm_box, + DENORM* word_denorm); + // Copies the data and the blobs, but leaves next untouched. + void CopyFrom(const TWERD& src); + // Deletes owned data. + void Clear(); + // Recomputes the bounding boxes of the blobs. + void ComputeBoundingBoxes(); + + // Returns the number of blobs in the word. + int NumBlobs() const { + return blobs.size(); + } + TBOX bounding_box() const; + + // Merges the blobs from start to end, not including end, and deletes + // the blobs between start and end. + void MergeBlobs(int start, int end); + + void plot(ScrollView* window); + + GenericVector blobs; // Blobs in word. + bool latin_script; // This word is in a latin-based script. +}; + +/*---------------------------------------------------------------------- + F u n c t i o n s +----------------------------------------------------------------------*/ +// TODO(rays) Make divisible_blob and divide_blobs members of TBLOB. +bool divisible_blob(TBLOB *blob, bool italic_blob, TPOINT* location); + +void divide_blobs(TBLOB *blob, TBLOB *other_blob, bool italic_blob, + const TPOINT& location); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/blread.cpp b/3rdparty/hgOCR/include/ccstruct/blread.cpp new file mode 100644 index 00000000..3b4d824e --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blread.cpp @@ -0,0 +1,71 @@ +/********************************************************************** + * File: blread.cpp (Formerly pdread.c) + * Description: Friend function of BLOCK to read the uscan pd file. + * Author: Ray Smith + * Created: Mon Mar 18 14:39:00 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#ifdef __UNIX__ +#include +#endif +#include "scanutils.h" +#include "fileerr.h" +#include "blread.h" + +#define UNLV_EXT ".uzn" // unlv zone file + +/********************************************************************** + * read_unlv_file + * + * Read a whole unlv zone file to make a list of blocks. + **********************************************************************/ + +bool read_unlv_file( //print list of sides + STRING name, //basename of file + inT32 xsize, //image size + inT32 ysize, //image size + BLOCK_LIST *blocks //output list + ) { + FILE *pdfp; //file pointer + BLOCK *block; //current block + int x; //current top-down coords + int y; + int width; //of current block + int height; + BLOCK_IT block_it = blocks; //block iterator + + name += UNLV_EXT; //add extension + if ((pdfp = fopen (name.string (), "rb")) == NULL) { + return false; //didn't read one + } else { + while (tfscanf(pdfp, "%d %d %d %d %*s", &x, &y, &width, &height) >= 4) { + //make rect block + block = new BLOCK (name.string (), TRUE, 0, 0, + (inT16) x, (inT16) (ysize - y - height), + (inT16) (x + width), (inT16) (ysize - y)); + //on end of list + block_it.add_to_end (block); + } + fclose(pdfp); + } + return true; +} + +void FullPageBlock(int width, int height, BLOCK_LIST *blocks) { + BLOCK_IT block_it(blocks); + BLOCK* block = new BLOCK("", TRUE, 0, 0, 0, 0, width, height); + block_it.add_to_end(block); +} diff --git a/3rdparty/hgOCR/include/ccstruct/blread.h b/3rdparty/hgOCR/include/ccstruct/blread.h new file mode 100644 index 00000000..3969d002 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/blread.h @@ -0,0 +1,33 @@ +/********************************************************************** + * File: blread.h (Formerly pdread.h) + * Description: Friend function of BLOCK to read the uscan pd file. + * Author: Ray Smith + * Created: Mon Mar 18 14:39:00 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef BLREAD_H +#define BLREAD_H + +#include "params.h" +#include "ocrblock.h" + +bool read_unlv_file( //print list of sides + STRING name, //basename of file + inT32 xsize, //image size + inT32 ysize, //image size + BLOCK_LIST *blocks //output list + ); +void FullPageBlock(int width, int height, BLOCK_LIST *blocks); +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/boxread.cpp b/3rdparty/hgOCR/include/ccstruct/boxread.cpp new file mode 100644 index 00000000..d6ceebb4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/boxread.cpp @@ -0,0 +1,235 @@ +/********************************************************************** + * File: boxread.cpp + * Description: Read data from a box file. + * Author: Ray Smith + * Created: Fri Aug 24 17:47:23 PDT 2007 + * + * (C) Copyright 2007, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "boxread.h" +#include + +#include "fileerr.h" +#include "rect.h" +#include "strngs.h" +#include "tprintf.h" +#include "unichar.h" + +// Special char code used to identify multi-blob labels. +static const char* kMultiBlobLabelCode = "WordStr"; + +// Open the boxfile based on the given image filename. +FILE* OpenBoxFile(const STRING& fname) { + STRING filename = BoxFileName(fname); + FILE* box_file = NULL; + if (!(box_file = fopen(filename.string(), "rb"))) { + CANTOPENFILE.error("read_next_box", TESSEXIT, "Can't open box file %s", + filename.string()); + } + return box_file; +} + +// Reads all boxes from the given filename. +// Reads a specific target_page number if >= 0, or all pages otherwise. +// Skips blanks if skip_blanks is true. +// The UTF-8 label of the box is put in texts, and the full box definition as +// a string is put in box_texts, with the corresponding page number in pages. +// Each of the output vectors is optional (may be NULL). +// Returns false if no boxes are found. +bool ReadAllBoxes(int target_page, bool skip_blanks, const STRING& filename, + GenericVector* boxes, + GenericVector* texts, + GenericVector* box_texts, + GenericVector* pages) { + GenericVector box_data; + if (!tesseract::LoadDataFromFile(BoxFileName(filename), &box_data)) + return false; + // Convert the array of bytes to a string, so it can be used by the parser. + box_data.push_back('\0'); + return ReadMemBoxes(target_page, skip_blanks, &box_data[0], boxes, texts, + box_texts, pages); +} + +// Reads all boxes from the string. Otherwise, as ReadAllBoxes. +bool ReadMemBoxes(int target_page, bool skip_blanks, const char* box_data, + GenericVector* boxes, + GenericVector* texts, + GenericVector* box_texts, + GenericVector* pages) { + STRING box_str(box_data); + GenericVector lines; + box_str.split('\n', &lines); + if (lines.empty()) return false; + int num_boxes = 0; + for (int i = 0; i < lines.size(); ++i) { + int page = 0; + STRING utf8_str; + TBOX box; + if (!ParseBoxFileStr(lines[i].string(), &page, &utf8_str, &box)) { + continue; + } + if (skip_blanks && (utf8_str == " " || utf8_str == "\t")) continue; + if (target_page >= 0 && page != target_page) continue; + if (boxes != NULL) boxes->push_back(box); + if (texts != NULL) texts->push_back(utf8_str); + if (box_texts != NULL) { + STRING full_text; + MakeBoxFileStr(utf8_str.string(), box, target_page, &full_text); + box_texts->push_back(full_text); + } + if (pages != NULL) pages->push_back(page); + ++num_boxes; + } + return num_boxes > 0; +} + +// Returns the box file name corresponding to the given image_filename. +STRING BoxFileName(const STRING& image_filename) { + STRING box_filename = image_filename; + const char *lastdot = strrchr(box_filename.string(), '.'); + if (lastdot != NULL) + box_filename.truncate_at(lastdot - box_filename.string()); + + box_filename += ".box"; + return box_filename; +} + +// TODO(rays) convert all uses of ReadNextBox to use the new ReadAllBoxes. +// Box files are used ONLY DURING TRAINING, but by both processes of +// creating tr files with tesseract, and unicharset_extractor. +// ReadNextBox factors out the code to interpret a line of a box +// file so that applybox and unicharset_extractor interpret the same way. +// This function returns the next valid box file utf8 string and coords +// and returns true, or false on eof (and closes the file). +// It ignores the utf8 file signature ByteOrderMark (U+FEFF=EF BB BF), checks +// for valid utf-8 and allows space or tab between fields. +// utf8_str is set with the unichar string, and bounding box with the box. +// If there are page numbers in the file, it reads them all. +bool ReadNextBox(int *line_number, FILE* box_file, + STRING* utf8_str, TBOX* bounding_box) { + return ReadNextBox(-1, line_number, box_file, utf8_str, bounding_box); +} + +// As ReadNextBox above, but get a specific page number. (0-based) +// Use -1 to read any page number. Files without page number all +// read as if they are page 0. +bool ReadNextBox(int target_page, int *line_number, FILE* box_file, + STRING* utf8_str, TBOX* bounding_box) { + int page = 0; + char buff[kBoxReadBufSize]; // boxfile read buffer + char *buffptr = buff; + + while (fgets(buff, sizeof(buff) - 1, box_file)) { + (*line_number)++; + + buffptr = buff; + const unsigned char *ubuf = reinterpret_cast(buffptr); + if (ubuf[0] == 0xef && ubuf[1] == 0xbb && ubuf[2] == 0xbf) + buffptr += 3; // Skip unicode file designation. + // Check for blank lines in box file + if (*buffptr == '\n' || *buffptr == '\0') continue; + // Skip blank boxes. + if (*buffptr == ' ' || *buffptr == '\t') continue; + if (*buffptr != '\0') { + if (!ParseBoxFileStr(buffptr, &page, utf8_str, bounding_box)) { + tprintf("Box file format error on line %i; ignored\n", *line_number); + continue; + } + if (target_page >= 0 && target_page != page) + continue; // Not on the appropriate page. + return true; // Successfully read a box. + } + } + fclose(box_file); + return false; // EOF +} + +// Parses the given box file string into a page_number, utf8_str, and +// bounding_box. Returns true on a successful parse. +// The box file is assumed to contain box definitions, one per line, of the +// following format for blob-level boxes: +// +// and for word/line-level boxes: +// WordStr # +// See applyybox.cpp for more information. +bool ParseBoxFileStr(const char* boxfile_str, int* page_number, + STRING* utf8_str, TBOX* bounding_box) { + *bounding_box = TBOX(); // Initialize it to empty. + *utf8_str = ""; + char uch[kBoxReadBufSize]; + const char *buffptr = boxfile_str; + // Read the unichar without messing up on Tibetan. + // According to issue 253 the utf-8 surrogates 85 and A0 are treated + // as whitespace by sscanf, so it is more reliable to just find + // ascii space and tab. + int uch_len = 0; + // Skip unicode file designation, if present. + const unsigned char *ubuf = reinterpret_cast(buffptr); + if (ubuf[0] == 0xef && ubuf[1] == 0xbb && ubuf[2] == 0xbf) + buffptr += 3; + // Allow a single blank as the UTF-8 string. Check for empty string and + // then blindly eat the first character. + if (*buffptr == '\0') return false; + do { + uch[uch_len++] = *buffptr++; + } while (*buffptr != '\0' && *buffptr != ' ' && *buffptr != '\t' && + uch_len < kBoxReadBufSize - 1); + uch[uch_len] = '\0'; + if (*buffptr != '\0') ++buffptr; + int x_min, y_min, x_max, y_max; + *page_number = 0; + int count = sscanf(buffptr, "%d %d %d %d %d", + &x_min, &y_min, &x_max, &y_max, page_number); + if (count != 5 && count != 4) { + tprintf("Bad box coordinates in boxfile string! %s\n", ubuf); + return false; + } + // Test for long space-delimited string label. + if (strcmp(uch, kMultiBlobLabelCode) == 0 && + (buffptr = strchr(buffptr, '#')) != NULL) { + strncpy(uch, buffptr + 1, kBoxReadBufSize - 1); + uch[kBoxReadBufSize - 1] = '\0'; // Prevent buffer overrun. + chomp_string(uch); + uch_len = strlen(uch); + } + // Validate UTF8 by making unichars with it. + int used = 0; + while (used < uch_len) { + UNICHAR ch(uch + used, uch_len - used); + int new_used = ch.utf8_len(); + if (new_used == 0) { + tprintf("Bad UTF-8 str %s starts with 0x%02x at col %d\n", + uch + used, uch[used], used + 1); + return false; + } + used += new_used; + } + *utf8_str = uch; + if (x_min > x_max) Swap(&x_min, &x_max); + if (y_min > y_max) Swap(&y_min, &y_max); + bounding_box->set_to_given_coords(x_min, y_min, x_max, y_max); + return true; // Successfully read a box. +} + +// Creates a box file string from a unichar string, TBOX and page number. +void MakeBoxFileStr(const char* unichar_str, const TBOX& box, int page_num, + STRING* box_str) { + *box_str = unichar_str; + box_str->add_str_int(" ", box.left()); + box_str->add_str_int(" ", box.bottom()); + box_str->add_str_int(" ", box.right()); + box_str->add_str_int(" ", box.top()); + box_str->add_str_int(" ", page_num); +} + diff --git a/3rdparty/hgOCR/include/ccstruct/boxread.h b/3rdparty/hgOCR/include/ccstruct/boxread.h new file mode 100644 index 00000000..f12853df --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/boxread.h @@ -0,0 +1,85 @@ +/********************************************************************** + * File: boxread.cpp + * Description: Read data from a box file. + * Author: Ray Smith + * Created: Fri Aug 24 17:47:23 PDT 2007 + * + * (C) Copyright 2007, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCUTIL_BOXREAD_H__ +#define TESSERACT_CCUTIL_BOXREAD_H__ + +#include +#include "genericvector.h" +#include "strngs.h" + +class STRING; +class TBOX; + +// Size of buffer used to read a line from a box file. +const int kBoxReadBufSize = 1024; + +// Open the boxfile based on the given image filename. +// Returns NULL if the box file cannot be opened. +FILE* OpenBoxFile(const STRING& fname); + +// Reads all boxes from the given filename. +// Reads a specific target_page number if >= 0, or all pages otherwise. +// Skips blanks if skip_blanks is true. +// The UTF-8 label of the box is put in texts, and the full box definition as +// a string is put in box_texts, with the corresponding page number in pages. +// Each of the output vectors is optional (may be NULL). +// Returns false if no boxes are found. +bool ReadAllBoxes(int target_page, bool skip_blanks, const STRING& filename, + GenericVector* boxes, + GenericVector* texts, + GenericVector* box_texts, + GenericVector* pages); + +// Reads all boxes from the string. Otherwise, as ReadAllBoxes. +bool ReadMemBoxes(int target_page, bool skip_blanks, const char* box_data, + GenericVector* boxes, + GenericVector* texts, + GenericVector* box_texts, + GenericVector* pages); + +// Returns the box file name corresponding to the given image_filename. +STRING BoxFileName(const STRING& image_filename); + +// ReadNextBox factors out the code to interpret a line of a box +// file so that applybox and unicharset_extractor interpret the same way. +// This function returns the next valid box file utf8 string and coords +// and returns true, or false on eof (and closes the file). +// It ignores the utf8 file signature ByteOrderMark (U+FEFF=EF BB BF), checks +// for valid utf-8 and allows space or tab between fields. +// utf8_str is set with the unichar string, and bounding box with the box. +// If there are page numbers in the file, it reads them all. +bool ReadNextBox(int *line_number, FILE* box_file, + STRING* utf8_str, TBOX* bounding_box); +// As ReadNextBox above, but get a specific page number. (0-based) +// Use -1 to read any page number. Files without page number all +// read as if they are page 0. +bool ReadNextBox(int target_page, int *line_number, FILE* box_file, + STRING* utf8_str, TBOX* bounding_box); + +// Parses the given box file string into a page_number, utf8_str, and +// bounding_box. Returns true on a successful parse. +bool ParseBoxFileStr(const char* boxfile_str, int* page_number, + STRING* utf8_str, TBOX* bounding_box); + +// Creates a box file string from a unichar string, TBOX and page number. +void MakeBoxFileStr(const char* unichar_str, const TBOX& box, int page_num, + STRING* box_str); + +#endif // TESSERACT_CCUTIL_BOXREAD_H__ diff --git a/3rdparty/hgOCR/include/ccstruct/boxword.cpp b/3rdparty/hgOCR/include/ccstruct/boxword.cpp new file mode 100644 index 00000000..9b1ce33e --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/boxword.cpp @@ -0,0 +1,203 @@ +/////////////////////////////////////////////////////////////////////// +// File: boxword.h +// Description: Class to represent the bounding boxes of the output. +// Author: Ray Smith +// Created: Tue May 25 14:18:14 PDT 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "blobs.h" +#include "boxword.h" +#include "normalis.h" +#include "ocrblock.h" +#include "pageres.h" + +namespace tesseract { + +// Clip output boxes to input blob boxes for bounds that are within this +// tolerance. Otherwise, the blob may be chopped and we have to just use +// the word bounding box. +const int kBoxClipTolerance = 2; + +BoxWord::BoxWord() : length_(0) { +} + +BoxWord::BoxWord(const BoxWord& src) { + CopyFrom(src); +} + +BoxWord::~BoxWord() { +} + +BoxWord& BoxWord::operator=(const BoxWord& src) { + CopyFrom(src); + return *this; +} + +void BoxWord::CopyFrom(const BoxWord& src) { + bbox_ = src.bbox_; + length_ = src.length_; + boxes_.clear(); + boxes_.reserve(length_); + for (int i = 0; i < length_; ++i) + boxes_.push_back(src.boxes_[i]); +} + +// Factory to build a BoxWord from a TWERD using the DENORMs on each blob to +// switch back to original image coordinates. +BoxWord* BoxWord::CopyFromNormalized(TWERD* tessword) { + BoxWord* boxword = new BoxWord(); + // Count the blobs. + boxword->length_ = tessword->NumBlobs(); + // Allocate memory. + boxword->boxes_.reserve(boxword->length_); + + for (int b = 0; b < boxword->length_; ++b) { + TBLOB* tblob = tessword->blobs[b]; + TBOX blob_box; + for (TESSLINE* outline = tblob->outlines; outline != NULL; + outline = outline->next) { + EDGEPT* edgept = outline->loop; + // Iterate over the edges. + do { + if (!edgept->IsHidden() || !edgept->prev->IsHidden()) { + ICOORD pos(edgept->pos.x, edgept->pos.y); + TPOINT denormed; + tblob->denorm().DenormTransform(NULL, edgept->pos, &denormed); + pos.set_x(denormed.x); + pos.set_y(denormed.y); + TBOX pt_box(pos, pos); + blob_box += pt_box; + } + edgept = edgept->next; + } while (edgept != outline->loop); + } + boxword->boxes_.push_back(blob_box); + } + boxword->ComputeBoundingBox(); + return boxword; +} + +// Clean up the bounding boxes from the polygonal approximation by +// expanding slightly, then clipping to the blobs from the original_word +// that overlap. If not null, the block provides the inverse rotation. +void BoxWord::ClipToOriginalWord(const BLOCK* block, WERD* original_word) { + for (int i = 0; i < length_; ++i) { + TBOX box = boxes_[i]; + // Expand by a single pixel, as the poly approximation error is 1 pixel. + box = TBOX(box.left() - 1, box.bottom() - 1, + box.right() + 1, box.top() + 1); + // Now find the original box that matches. + TBOX original_box; + C_BLOB_IT b_it(original_word->cblob_list()); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + TBOX blob_box = b_it.data()->bounding_box(); + if (block != NULL) + blob_box.rotate(block->re_rotation()); + if (blob_box.major_overlap(box)) { + original_box += blob_box; + } + } + if (!original_box.null_box()) { + if (NearlyEqual(original_box.left(), box.left(), kBoxClipTolerance)) + box.set_left(original_box.left()); + if (NearlyEqual(original_box.right(), box.right(), + kBoxClipTolerance)) + box.set_right(original_box.right()); + if (NearlyEqual(original_box.top(), box.top(), kBoxClipTolerance)) + box.set_top(original_box.top()); + if (NearlyEqual(original_box.bottom(), box.bottom(), + kBoxClipTolerance)) + box.set_bottom(original_box.bottom()); + } + original_box = original_word->bounding_box(); + if (block != NULL) + original_box.rotate(block->re_rotation()); + boxes_[i] = box.intersection(original_box); + } + ComputeBoundingBox(); +} + +// Merges the boxes from start to end, not including end, and deletes +// the boxes between start and end. +void BoxWord::MergeBoxes(int start, int end) { + start = ClipToRange(start, 0, length_); + end = ClipToRange(end, 0, length_); + if (end <= start + 1) + return; + for (int i = start + 1; i < end; ++i) { + boxes_[start] += boxes_[i]; + } + int shrinkage = end - 1 - start; + length_ -= shrinkage; + for (int i = start + 1; i < length_; ++i) + boxes_[i] = boxes_[i + shrinkage]; + boxes_.truncate(length_); +} + +// Inserts a new box before the given index. +// Recomputes the bounding box. +void BoxWord::InsertBox(int index, const TBOX& box) { + if (index < length_) + boxes_.insert(box, index); + else + boxes_.push_back(box); + length_ = boxes_.size(); + ComputeBoundingBox(); +} + +// Changes the box at the given index to the new box. +// Recomputes the bounding box. +void BoxWord::ChangeBox(int index, const TBOX& box) { + boxes_[index] = box; + ComputeBoundingBox(); +} + +// Deletes the box with the given index, and shuffles up the rest. +// Recomputes the bounding box. +void BoxWord::DeleteBox(int index) { + ASSERT_HOST(0 <= index && index < length_); + boxes_.remove(index); + --length_; + ComputeBoundingBox(); +} + +// Deletes all the boxes stored in BoxWord. +void BoxWord::DeleteAllBoxes() { + length_ = 0; + boxes_.clear(); + bbox_ = TBOX(); +} + +// Computes the bounding box of the word. +void BoxWord::ComputeBoundingBox() { + bbox_ = TBOX(); + for (int i = 0; i < length_; ++i) + bbox_ += boxes_[i]; +} + +// This and other putatively are the same, so call the (permanent) callback +// for each blob index where the bounding boxes match. +// The callback is deleted on completion. +void BoxWord::ProcessMatchedBlobs(const TWERD& other, + TessCallback1* cb) const { + for (int i = 0; i < length_ && i < other.NumBlobs(); ++i) { + TBOX blob_box = other.blobs[i]->bounding_box(); + if (blob_box == boxes_[i]) + cb->Run(i); + } + delete cb; +} + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccstruct/boxword.h b/3rdparty/hgOCR/include/ccstruct/boxword.h new file mode 100644 index 00000000..c1fab068 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/boxword.h @@ -0,0 +1,101 @@ +/////////////////////////////////////////////////////////////////////// +// File: boxword.h +// Description: Class to represent the bounding boxes of the output. +// Author: Ray Smith +// Created: Tue May 25 14:18:14 PDT 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CSTRUCT_BOXWORD_H__ +#define TESSERACT_CSTRUCT_BOXWORD_H__ + +#include "genericvector.h" +#include "rect.h" +#include "unichar.h" + +class BLOCK; +class DENORM; +struct TWERD; +class UNICHARSET; +class WERD; +class WERD_CHOICE; +class WERD_RES; + +namespace tesseract { + +// Class to hold an array of bounding boxes for an output word and +// the bounding box of the whole word. +class BoxWord { + public: + BoxWord(); + explicit BoxWord(const BoxWord& src); + ~BoxWord(); + + BoxWord& operator=(const BoxWord& src); + + void CopyFrom(const BoxWord& src); + + // Factory to build a BoxWord from a TWERD using the DENORMs on each blob to + // switch back to original image coordinates. + static BoxWord* CopyFromNormalized(TWERD* tessword); + + // Clean up the bounding boxes from the polygonal approximation by + // expanding slightly, then clipping to the blobs from the original_word + // that overlap. If not null, the block provides the inverse rotation. + void ClipToOriginalWord(const BLOCK* block, WERD* original_word); + + // Merges the boxes from start to end, not including end, and deletes + // the boxes between start and end. + void MergeBoxes(int start, int end); + + // Inserts a new box before the given index. + // Recomputes the bounding box. + void InsertBox(int index, const TBOX& box); + + // Changes the box at the given index to the new box. + // Recomputes the bounding box. + void ChangeBox(int index, const TBOX& box); + + // Deletes the box with the given index, and shuffles up the rest. + // Recomputes the bounding box. + void DeleteBox(int index); + + // Deletes all the boxes stored in BoxWord. + void DeleteAllBoxes(); + + // This and other putatively are the same, so call the (permanent) callback + // for each blob index where the bounding boxes match. + // The callback is deleted on completion. + void ProcessMatchedBlobs(const TWERD& other, TessCallback1* cb) const; + + const TBOX& bounding_box() const { + return bbox_; + } + int length() const { return length_; } + const TBOX& BlobBox(int index) const { + return boxes_[index]; + } + + private: + void ComputeBoundingBox(); + + TBOX bbox_; + int length_; + GenericVector boxes_; +}; + +} // namespace tesseract. + + +#endif // TESSERACT_CSTRUCT_BOXWORD_H__ diff --git a/3rdparty/hgOCR/include/ccstruct/ccstruct.cpp b/3rdparty/hgOCR/include/ccstruct/ccstruct.cpp new file mode 100644 index 00000000..d030f507 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ccstruct.cpp @@ -0,0 +1,36 @@ +/////////////////////////////////////////////////////////////////////// +// File: ccstruct.cpp +// Description: ccstruct class. +// Author: Samuel Charron +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "ccstruct.h" + +namespace tesseract { + +// APPROXIMATIONS of the fractions of the character cell taken by +// the descenders, ascenders, and x-height. +const double CCStruct::kDescenderFraction = 0.25; +const double CCStruct::kXHeightFraction = 0.5; +const double CCStruct::kAscenderFraction = 0.25; +const double CCStruct::kXHeightCapRatio = CCStruct::kXHeightFraction / + (CCStruct::kXHeightFraction + CCStruct::kAscenderFraction); + +CCStruct::CCStruct() {} + +CCStruct::~CCStruct() { +} + +} diff --git a/3rdparty/hgOCR/include/ccstruct/ccstruct.h b/3rdparty/hgOCR/include/ccstruct/ccstruct.h new file mode 100644 index 00000000..3f92122d --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ccstruct.h @@ -0,0 +1,44 @@ +/////////////////////////////////////////////////////////////////////// +// File: ccstruct.h +// Description: ccstruct class. +// Author: Samuel Charron +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCSTRUCT_CCSTRUCT_H__ +#define TESSERACT_CCSTRUCT_CCSTRUCT_H__ + +#include "cutil.h" + +namespace tesseract { +class CCStruct : public CUtil { + public: + CCStruct(); + ~CCStruct(); + + // Globally accessible constants. + // APPROXIMATIONS of the fractions of the character cell taken by + // the descenders, ascenders, and x-height. + static const double kDescenderFraction; // = 0.25; + static const double kXHeightFraction; // = 0.5; + static const double kAscenderFraction; // = 0.25; + // Derived value giving the x-height as a fraction of cap-height. + static const double kXHeightCapRatio; // = XHeight/(XHeight + Ascender). +}; + +class Tesseract; +} // namespace tesseract + + +#endif // TESSERACT_CCSTRUCT_CCSTRUCT_H__ diff --git a/3rdparty/hgOCR/include/ccstruct/coutln.cpp b/3rdparty/hgOCR/include/ccstruct/coutln.cpp new file mode 100644 index 00000000..5b8792a9 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/coutln.cpp @@ -0,0 +1,1075 @@ +/********************************************************************** + * File: coutln.c (Formerly coutline.c) + * Description: Code for the C_OUTLINE class. + * Author: Ray Smith + * Created: Mon Oct 07 16:01:57 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#ifdef __UNIX__ +#include +#endif + +#include "coutln.h" + +#include "allheaders.h" +#include "blobs.h" +#include "normalis.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +ELISTIZE (C_OUTLINE) +ICOORD C_OUTLINE::step_coords[4] = { + ICOORD (-1, 0), ICOORD (0, -1), ICOORD (1, 0), ICOORD (0, 1) +}; + +/** + * @name C_OUTLINE::C_OUTLINE + * + * Constructor to build a C_OUTLINE from a CRACKEDGE LOOP. + * @param startpt outline to convert + * @param bot_left bounding box + * @param top_right bounding box + * @param length length of loop + */ + +C_OUTLINE::C_OUTLINE(CRACKEDGE* startpt, ICOORD bot_left, ICOORD top_right, + inT16 length) + : box(bot_left, top_right), start(startpt->pos), offsets(NULL) { + inT16 stepindex; //index to step + CRACKEDGE *edgept; //current point + + stepcount = length; //no of steps + if (length == 0) { + steps = NULL; + return; + } + //get memory + steps = (uinT8 *) alloc_mem (step_mem()); + memset(steps, 0, step_mem()); + edgept = startpt; + + for (stepindex = 0; stepindex < length; stepindex++) { + //set compact step + set_step (stepindex, edgept->stepdir); + edgept = edgept->next; + } +} + +/** + * @name C_OUTLINE::C_OUTLINE + * + * Constructor to build a C_OUTLINE from a C_OUTLINE_FRAG. + */ +C_OUTLINE::C_OUTLINE ( +//constructor + //steps to copy +ICOORD startpt, DIR128 * new_steps, +inT16 length //length of loop +):start (startpt), offsets(NULL) { + inT8 dirdiff; //direction difference + DIR128 prevdir; //previous direction + DIR128 dir; //current direction + DIR128 lastdir; //dir of last step + TBOX new_box; //easy bounding + inT16 stepindex; //index to step + inT16 srcindex; //source steps + ICOORD pos; //current position + + pos = startpt; + stepcount = length; // No. of steps. + ASSERT_HOST(length >= 0); + steps = reinterpret_cast(alloc_mem(step_mem())); // Get memory. + memset(steps, 0, step_mem()); + + lastdir = new_steps[length - 1]; + prevdir = lastdir; + for (stepindex = 0, srcindex = 0; srcindex < length; + stepindex++, srcindex++) { + new_box = TBOX (pos, pos); + box += new_box; + //copy steps + dir = new_steps[srcindex]; + set_step(stepindex, dir); + dirdiff = dir - prevdir; + pos += step (stepindex); + if ((dirdiff == 64 || dirdiff == -64) && stepindex > 0) { + stepindex -= 2; //cancel there-and-back + prevdir = stepindex >= 0 ? step_dir (stepindex) : lastdir; + } + else + prevdir = dir; + } + ASSERT_HOST (pos.x () == startpt.x () && pos.y () == startpt.y ()); + do { + dirdiff = step_dir (stepindex - 1) - step_dir (0); + if (dirdiff == 64 || dirdiff == -64) { + start += step (0); + stepindex -= 2; //cancel there-and-back + for (int i = 0; i < stepindex; ++i) + set_step(i, step_dir(i + 1)); + } + } + while (stepindex > 1 && (dirdiff == 64 || dirdiff == -64)); + stepcount = stepindex; + ASSERT_HOST (stepcount >= 4); +} + +/** + * @name C_OUTLINE::C_OUTLINE + * + * Constructor to build a C_OUTLINE from a rotation of a C_OUTLINE. + * @param srcline outline to rotate + * @param rotation rotate to coord + */ + +C_OUTLINE::C_OUTLINE(C_OUTLINE* srcline, FCOORD rotation) : offsets(NULL) { + TBOX new_box; //easy bounding + inT16 stepindex; //index to step + inT16 dirdiff; //direction change + ICOORD pos; //current position + ICOORD prevpos; //previous dest point + + ICOORD destpos; //destination point + inT16 destindex; //index to step + DIR128 dir; //coded direction + uinT8 new_step; + + stepcount = srcline->stepcount * 2; + if (stepcount == 0) { + steps = NULL; + box = srcline->box; + box.rotate(rotation); + return; + } + //get memory + steps = (uinT8 *) alloc_mem (step_mem()); + memset(steps, 0, step_mem()); + + for (int iteration = 0; iteration < 2; ++iteration) { + DIR128 round1 = iteration == 0 ? 32 : 0; + DIR128 round2 = iteration != 0 ? 32 : 0; + pos = srcline->start; + prevpos = pos; + prevpos.rotate (rotation); + start = prevpos; + box = TBOX (start, start); + destindex = 0; + for (stepindex = 0; stepindex < srcline->stepcount; stepindex++) { + pos += srcline->step (stepindex); + destpos = pos; + destpos.rotate (rotation); + // tprintf("%i %i %i %i ", destpos.x(), destpos.y(), pos.x(), pos.y()); + while (destpos.x () != prevpos.x () || destpos.y () != prevpos.y ()) { + dir = DIR128 (FCOORD (destpos - prevpos)); + dir += 64; //turn to step style + new_step = dir.get_dir (); + // tprintf(" %i\n", new_step); + if (new_step & 31) { + set_step(destindex++, dir + round1); + prevpos += step(destindex - 1); + if (destindex < 2 + || ((dirdiff = + step_dir (destindex - 1) - step_dir (destindex - 2)) != + -64 && dirdiff != 64)) { + set_step(destindex++, dir + round2); + prevpos += step(destindex - 1); + } else { + prevpos -= step(destindex - 1); + destindex--; + prevpos -= step(destindex - 1); + set_step(destindex - 1, dir + round2); + prevpos += step(destindex - 1); + } + } + else { + set_step(destindex++, dir); + prevpos += step(destindex - 1); + } + while (destindex >= 2 && + ((dirdiff = + step_dir (destindex - 1) - step_dir (destindex - 2)) == -64 || + dirdiff == 64)) { + prevpos -= step(destindex - 1); + prevpos -= step(destindex - 2); + destindex -= 2; // Forget u turn + } + //ASSERT_HOST(prevpos.x() == destpos.x() && prevpos.y() == destpos.y()); + new_box = TBOX (destpos, destpos); + box += new_box; + } + } + ASSERT_HOST (destpos.x () == start.x () && destpos.y () == start.y ()); + dirdiff = step_dir (destindex - 1) - step_dir (0); + while ((dirdiff == 64 || dirdiff == -64) && destindex > 1) { + start += step (0); + destindex -= 2; + for (int i = 0; i < destindex; ++i) + set_step(i, step_dir(i + 1)); + dirdiff = step_dir (destindex - 1) - step_dir (0); + } + if (destindex >= 4) + break; + } + ASSERT_HOST(destindex <= stepcount); + stepcount = destindex; + destpos = start; + for (stepindex = 0; stepindex < stepcount; stepindex++) { + destpos += step (stepindex); + } + ASSERT_HOST (destpos.x () == start.x () && destpos.y () == start.y ()); +} + +// Build a fake outline, given just a bounding box and append to the list. +void C_OUTLINE::FakeOutline(const TBOX& box, C_OUTLINE_LIST* outlines) { + C_OUTLINE_IT ol_it(outlines); + // Make a C_OUTLINE from the bounds. This is a bit of a hack, + // as there is no outline, just a bounding box, but it works nicely. + CRACKEDGE start; + start.pos = box.topleft(); + C_OUTLINE* outline = new C_OUTLINE(&start, box.topleft(), box.botright(), 0); + ol_it.add_to_end(outline); +} + +/** + * @name C_OUTLINE::area + * + * Compute the area of the outline. + */ + +inT32 C_OUTLINE::area() const { + int stepindex; //current step + inT32 total_steps; //steps to do + inT32 total; //total area + ICOORD pos; //position of point + ICOORD next_step; //step to next pix + // We aren't going to modify the list, or its contents, but there is + // no const iterator. + C_OUTLINE_IT it(const_cast(&children)); + + pos = start_pos (); + total_steps = pathlength (); + total = 0; + for (stepindex = 0; stepindex < total_steps; stepindex++) { + //all intersected + next_step = step (stepindex); + if (next_step.x () < 0) + total += pos.y (); + else if (next_step.x () > 0) + total -= pos.y (); + pos += next_step; + } + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + total += it.data ()->area ();//add areas of children + + return total; +} + +/** + * @name C_OUTLINE::perimeter + * + * Compute the perimeter of the outline and its first level children. + */ + +inT32 C_OUTLINE::perimeter() const { + inT32 total_steps; // Return value. + // We aren't going to modify the list, or its contents, but there is + // no const iterator. + C_OUTLINE_IT it(const_cast(&children)); + + total_steps = pathlength(); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) + total_steps += it.data()->pathlength(); // Add perimeters of children. + + return total_steps; +} + +/** + * @name C_OUTLINE::outer_area + * + * Compute the area of the outline. + */ + +inT32 C_OUTLINE::outer_area() const { + int stepindex; //current step + inT32 total_steps; //steps to do + inT32 total; //total area + ICOORD pos; //position of point + ICOORD next_step; //step to next pix + + pos = start_pos (); + total_steps = pathlength (); + if (total_steps == 0) + return box.area(); + total = 0; + for (stepindex = 0; stepindex < total_steps; stepindex++) { + //all intersected + next_step = step (stepindex); + if (next_step.x () < 0) + total += pos.y (); + else if (next_step.x () > 0) + total -= pos.y (); + pos += next_step; + } + + return total; +} + +/** + * @name C_OUTLINE::count_transitions + * + * Compute the number of x and y maxes and mins in the outline. + * @param threshold winding number on size + */ + +inT32 C_OUTLINE::count_transitions(inT32 threshold) { + BOOL8 first_was_max_x; //what was first + BOOL8 first_was_max_y; + BOOL8 looking_for_max_x; //what is next + BOOL8 looking_for_min_x; + BOOL8 looking_for_max_y; //what is next + BOOL8 looking_for_min_y; + int stepindex; //current step + inT32 total_steps; //steps to do + //current limits + inT32 max_x, min_x, max_y, min_y; + inT32 initial_x, initial_y; //initial limits + inT32 total; //total changes + ICOORD pos; //position of point + ICOORD next_step; //step to next pix + + pos = start_pos (); + total_steps = pathlength (); + total = 0; + max_x = min_x = pos.x (); + max_y = min_y = pos.y (); + looking_for_max_x = TRUE; + looking_for_min_x = TRUE; + looking_for_max_y = TRUE; + looking_for_min_y = TRUE; + first_was_max_x = FALSE; + first_was_max_y = FALSE; + initial_x = pos.x (); + initial_y = pos.y (); //stop uninit warning + for (stepindex = 0; stepindex < total_steps; stepindex++) { + //all intersected + next_step = step (stepindex); + pos += next_step; + if (next_step.x () < 0) { + if (looking_for_max_x && pos.x () < min_x) + min_x = pos.x (); + if (looking_for_min_x && max_x - pos.x () > threshold) { + if (looking_for_max_x) { + initial_x = max_x; + first_was_max_x = FALSE; + } + total++; + looking_for_max_x = TRUE; + looking_for_min_x = FALSE; + min_x = pos.x (); //reset min + } + } + else if (next_step.x () > 0) { + if (looking_for_min_x && pos.x () > max_x) + max_x = pos.x (); + if (looking_for_max_x && pos.x () - min_x > threshold) { + if (looking_for_min_x) { + initial_x = min_x; //remember first min + first_was_max_x = TRUE; + } + total++; + looking_for_max_x = FALSE; + looking_for_min_x = TRUE; + max_x = pos.x (); + } + } + else if (next_step.y () < 0) { + if (looking_for_max_y && pos.y () < min_y) + min_y = pos.y (); + if (looking_for_min_y && max_y - pos.y () > threshold) { + if (looking_for_max_y) { + initial_y = max_y; //remember first max + first_was_max_y = FALSE; + } + total++; + looking_for_max_y = TRUE; + looking_for_min_y = FALSE; + min_y = pos.y (); //reset min + } + } + else { + if (looking_for_min_y && pos.y () > max_y) + max_y = pos.y (); + if (looking_for_max_y && pos.y () - min_y > threshold) { + if (looking_for_min_y) { + initial_y = min_y; //remember first min + first_was_max_y = TRUE; + } + total++; + looking_for_max_y = FALSE; + looking_for_min_y = TRUE; + max_y = pos.y (); + } + } + + } + if (first_was_max_x && looking_for_min_x) { + if (max_x - initial_x > threshold) + total++; + else + total--; + } + else if (!first_was_max_x && looking_for_max_x) { + if (initial_x - min_x > threshold) + total++; + else + total--; + } + if (first_was_max_y && looking_for_min_y) { + if (max_y - initial_y > threshold) + total++; + else + total--; + } + else if (!first_was_max_y && looking_for_max_y) { + if (initial_y - min_y > threshold) + total++; + else + total--; + } + + return total; +} + +/** + * @name C_OUTLINE::operator< + * + * @return TRUE if the left operand is inside the right one. + * @param other other outline + */ + +BOOL8 +C_OUTLINE::operator<(const C_OUTLINE& other) const { + inT16 count = 0; //winding count + ICOORD pos; //position of point + inT32 stepindex; //index to cstep + + if (!box.overlap (other.box)) + return FALSE; //can't be contained + if (stepcount == 0) + return other.box.contains(this->box); + + pos = start; + for (stepindex = 0; stepindex < stepcount + && (count = other.winding_number (pos)) == INTERSECTING; stepindex++) + pos += step (stepindex); //try all points + if (count == INTERSECTING) { + //all intersected + pos = other.start; + for (stepindex = 0; stepindex < other.stepcount + && (count = winding_number (pos)) == INTERSECTING; stepindex++) + //try other way round + pos += other.step (stepindex); + return count == INTERSECTING || count == 0; + } + return count != 0; +} + +/** + * @name C_OUTLINE::winding_number + * + * @return the winding number of the outline around the given point. + * @param point point to wind around + */ + +inT16 C_OUTLINE::winding_number(ICOORD point) const { + inT16 stepindex; //index to cstep + inT16 count; //winding count + ICOORD vec; //to current point + ICOORD stepvec; //step vector + inT32 cross; //cross product + + vec = start - point; //vector to it + count = 0; + for (stepindex = 0; stepindex < stepcount; stepindex++) { + stepvec = step (stepindex); //get the step + //crossing the line + if (vec.y () <= 0 && vec.y () + stepvec.y () > 0) { + cross = vec * stepvec; //cross product + if (cross > 0) + count++; //crossing right half + else if (cross == 0) + return INTERSECTING; //going through point + } + else if (vec.y () > 0 && vec.y () + stepvec.y () <= 0) { + cross = vec * stepvec; + if (cross < 0) + count--; //crossing back + else if (cross == 0) + return INTERSECTING; //illegal + } + vec += stepvec; //sum vectors + } + return count; //winding number +} + +/** + * C_OUTLINE::turn_direction + * + * @return the sum direction delta of the outline. + */ + +inT16 C_OUTLINE::turn_direction() const { //winding number + DIR128 prevdir; //previous direction + DIR128 dir; //current direction + inT16 stepindex; //index to cstep + inT8 dirdiff; //direction difference + inT16 count; //winding count + + if (stepcount == 0) + return 128; + count = 0; + prevdir = step_dir (stepcount - 1); + for (stepindex = 0; stepindex < stepcount; stepindex++) { + dir = step_dir (stepindex); + dirdiff = dir - prevdir; + ASSERT_HOST (dirdiff == 0 || dirdiff == 32 || dirdiff == -32); + count += dirdiff; + prevdir = dir; + } + ASSERT_HOST (count == 128 || count == -128); + return count; //winding number +} + +/** + * @name C_OUTLINE::reverse + * + * Reverse the direction of an outline. + */ + +void C_OUTLINE::reverse() { //reverse drection + DIR128 halfturn = MODULUS / 2; //amount to shift + DIR128 stepdir; //direction of step + inT16 stepindex; //index to cstep + inT16 farindex; //index to other side + inT16 halfsteps; //half of stepcount + + halfsteps = (stepcount + 1) / 2; + for (stepindex = 0; stepindex < halfsteps; stepindex++) { + farindex = stepcount - stepindex - 1; + stepdir = step_dir (stepindex); + set_step (stepindex, step_dir (farindex) + halfturn); + set_step (farindex, stepdir + halfturn); + } +} + +/** + * @name C_OUTLINE::move + * + * Move C_OUTLINE by vector + * @param vec vector to reposition OUTLINE by + */ + +void C_OUTLINE::move(const ICOORD vec) { + C_OUTLINE_IT it(&children); // iterator + + box.move (vec); + start += vec; + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + it.data ()->move (vec); // move child outlines +} + +/** + * Returns true if *this and its children are legally nested. + * The outer area of a child should have the opposite sign to the + * parent. If not, it means we have discarded an outline in between + * (probably due to excessive length). + */ +bool C_OUTLINE::IsLegallyNested() const { + if (stepcount == 0) return true; + int64_t parent_area = outer_area(); + // We aren't going to modify the list, or its contents, but there is + // no const iterator. + C_OUTLINE_IT child_it(const_cast(&children)); + for (child_it.mark_cycle_pt(); !child_it.cycled_list(); child_it.forward()) { + const C_OUTLINE* child = child_it.data(); + if (child->outer_area() * parent_area > 0 || !child->IsLegallyNested()) + return false; + } + return true; +} + +/** + * If this outline is smaller than the given min_size, delete this and + * remove from its list, via *it, after checking that *it points to this. + * Otherwise, if any children of this are too small, delete them. + * On entry, *it must be an iterator pointing to this. If this gets deleted + * then this is extracted from *it, so an iteration can continue. + * @param min_size minimum size for outline + * @param it outline iterator + */ +void C_OUTLINE::RemoveSmallRecursive(int min_size, C_OUTLINE_IT* it) { + if (box.width() < min_size || box.height() < min_size) { + ASSERT_HOST(this == it->data()); + delete it->extract(); // Too small so get rid of it and any children. + } else if (!children.empty()) { + // Search the children of this, deleting any that are too small. + C_OUTLINE_IT child_it(&children); + for (child_it.mark_cycle_pt(); !child_it.cycled_list(); + child_it.forward()) { + C_OUTLINE* child = child_it.data(); + child->RemoveSmallRecursive(min_size, &child_it); + } + } +} + +// Factored out helpers below are used only by ComputeEdgeOffsets to operate +// on data from an 8-bit Pix, and assume that any input x and/or y are already +// constrained to be legal Pix coordinates. + +/** + * Helper computes the local 2-D gradient (dx, dy) from the 2x2 cell centered + * on the given (x,y). If the cell would go outside the image, it is padded + * with white. + */ +static void ComputeGradient(const l_uint32* data, int wpl, + int x, int y, int width, int height, + ICOORD* gradient) { + const l_uint32* line = data + y * wpl; + int pix_x_y = + x < width && y < height + ? GET_DATA_BYTE( + const_cast(reinterpret_cast(line)), x) + : 255; + int pix_x_prevy = + x < width && y > 0 + ? GET_DATA_BYTE( + const_cast(reinterpret_cast(line - wpl)), x) + : 255; + int pix_prevx_prevy = + x > 0 && y > 0 + ? GET_DATA_BYTE( + const_cast(reinterpret_cast(line - wpl)), + x - 1) + : 255; + int pix_prevx_y = + x > 0 && y < height + ? GET_DATA_BYTE( + const_cast(reinterpret_cast(line)), x - 1) + : 255; + gradient->set_x(pix_x_y + pix_x_prevy - (pix_prevx_y + pix_prevx_prevy)); + gradient->set_y(pix_x_prevy + pix_prevx_prevy - (pix_x_y + pix_prevx_y)); +} + +/** + * Helper evaluates a vertical difference, (x,y) - (x,y-1), returning true if + * the difference, matches diff_sign and updating the best_diff, best_sum, + * best_y if a new max. + */ +static bool EvaluateVerticalDiff(const l_uint32* data, int wpl, int diff_sign, + int x, int y, int height, + int* best_diff, int* best_sum, int* best_y) { + if (y <= 0 || y >= height) + return false; + const l_uint32* line = data + y * wpl; + int pixel1 = GET_DATA_BYTE( + const_cast(reinterpret_cast(line - wpl)), x); + int pixel2 = + GET_DATA_BYTE(const_cast(reinterpret_cast(line)), x); + int diff = (pixel2 - pixel1) * diff_sign; + if (diff > *best_diff) { + *best_diff = diff; + *best_sum = pixel1 + pixel2; + *best_y = y; + } + return diff > 0; +} + +/** + * Helper evaluates a horizontal difference, (x,y) - (x-1,y), where y is implied + * by the input image line, returning true if the difference matches diff_sign + * and updating the best_diff, best_sum, best_x if a new max. + */ +static bool EvaluateHorizontalDiff(const l_uint32* line, int diff_sign, + int x, int width, + int* best_diff, int* best_sum, int* best_x) { + if (x <= 0 || x >= width) + return false; + int pixel1 = GET_DATA_BYTE( + const_cast(reinterpret_cast(line)), x - 1); + int pixel2 = + GET_DATA_BYTE(const_cast(reinterpret_cast(line)), x); + int diff = (pixel2 - pixel1) * diff_sign; + if (diff > *best_diff) { + *best_diff = diff; + *best_sum = pixel1 + pixel2; + *best_x = x; + } + return diff > 0; +} + +/** + * Adds sub-pixel resolution EdgeOffsets for the outline if the supplied + * pix is 8-bit. Does nothing otherwise. + * Operation: Consider the following near-horizontal line: + * @verbatim + * _________ + * |________ + * |________ + * @endverbatim + * At *every* position along this line, the gradient direction will be close + * to vertical. Extrapoaltion/interpolation of the position of the threshold + * that was used to binarize the image gives a more precise vertical position + * for each horizontal step, and the conflict in step direction and gradient + * direction can be used to ignore the vertical steps. + */ +void C_OUTLINE::ComputeEdgeOffsets(int threshold, Pix* pix) { + if (pixGetDepth(pix) != 8) return; + const l_uint32* data = pixGetData(pix); + int wpl = pixGetWpl(pix); + int width = pixGetWidth(pix); + int height = pixGetHeight(pix); + bool negative = flag(COUT_INVERSE); + delete [] offsets; + offsets = new EdgeOffset[stepcount]; + ICOORD pos = start; + ICOORD prev_gradient; + ComputeGradient(data, wpl, pos.x(), height - pos.y(), width, height, + &prev_gradient); + for (int s = 0; s < stepcount; ++s) { + ICOORD step_vec = step(s); + TPOINT pt1(pos); + pos += step_vec; + TPOINT pt2(pos); + ICOORD next_gradient; + ComputeGradient(data, wpl, pos.x(), height - pos.y(), width, height, + &next_gradient); + // Use the sum of the prev and next as the working gradient. + ICOORD gradient = prev_gradient + next_gradient; + // best_diff will be manipulated to be always positive. + int best_diff = 0; + // offset will be the extrapolation of the location of the greyscale + // threshold from the edge with the largest difference, relative to the + // location of the binary edge. + int offset = 0; + if (pt1.y == pt2.y && abs(gradient.y()) * 2 >= abs(gradient.x())) { + // Horizontal step. diff_sign == 1 indicates black above. + int diff_sign = (pt1.x > pt2.x) == negative ? 1 : -1; + int x = MIN(pt1.x, pt2.x); + int y = height - pt1.y; + int best_sum = 0; + int best_y = y; + EvaluateVerticalDiff(data, wpl, diff_sign, x, y, height, + &best_diff, &best_sum, &best_y); + // Find the strongest edge. + int test_y = y; + do { + ++test_y; + } while (EvaluateVerticalDiff(data, wpl, diff_sign, x, test_y, height, + &best_diff, &best_sum, &best_y)); + test_y = y; + do { + --test_y; + } while (EvaluateVerticalDiff(data, wpl, diff_sign, x, test_y, height, + &best_diff, &best_sum, &best_y)); + offset = diff_sign * (best_sum / 2 - threshold) + + (y - best_y) * best_diff; + } else if (pt1.x == pt2.x && abs(gradient.x()) * 2 >= abs(gradient.y())) { + // Vertical step. diff_sign == 1 indicates black on the left. + int diff_sign = (pt1.y > pt2.y) == negative ? 1 : -1; + int x = pt1.x; + int y = height - MAX(pt1.y, pt2.y); + const l_uint32* line = pixGetData(pix) + y * wpl; + int best_sum = 0; + int best_x = x; + EvaluateHorizontalDiff(line, diff_sign, x, width, + &best_diff, &best_sum, &best_x); + // Find the strongest edge. + int test_x = x; + do { + ++test_x; + } while (EvaluateHorizontalDiff(line, diff_sign, test_x, width, + &best_diff, &best_sum, &best_x)); + test_x = x; + do { + --test_x; + } while (EvaluateHorizontalDiff(line, diff_sign, test_x, width, + &best_diff, &best_sum, &best_x)); + offset = diff_sign * (threshold - best_sum / 2) + + (best_x - x) * best_diff; + } + offsets[s].offset_numerator = + static_cast(ClipToRange(offset, -MAX_INT8, MAX_INT8)); + offsets[s].pixel_diff = static_cast(ClipToRange(best_diff, 0 , + MAX_UINT8)); + if (negative) gradient = -gradient; + // Compute gradient angle quantized to 256 directions, rotated by 64 (pi/2) + // to convert from gradient direction to edge direction. + offsets[s].direction = + Modulo(FCOORD::binary_angle_plus_pi(gradient.angle()) + 64, 256); + prev_gradient = next_gradient; + } +} + +/** + * Adds sub-pixel resolution EdgeOffsets for the outline using only + * a binary image source. + * + * Runs a sliding window of 5 edge steps over the outline, maintaining a count + * of the number of steps in each of the 4 directions in the window, and a + * sum of the x or y position of each step (as appropriate to its direction.) + * Ignores single-count steps EXCEPT the sharp U-turn and smoothes out the + * perpendicular direction. Eg + * @verbatim + * ___ ___ Chain code from the left: + * |___ ___ ___| 222122212223221232223000 + * |___| |_| Corresponding counts of each direction: + * 0 00000000000000000123 + * 1 11121111001111100000 + * 2 44434443443333343321 + * 3 00000001111111112111 + * Count of direction at center 41434143413313143313 + * Step gets used? YNYYYNYYYNYYNYNYYYyY (y= U-turn exception) + * Path redrawn showing only the used points: + * ___ ___ + * ___ ___ ___| + * ___ _ + * @endverbatim + * Sub-pixel edge position cannot be shown well with ASCII-art, but each + * horizontal step's y position is the mean of the y positions of the steps + * in the same direction in the sliding window, which makes a much smoother + * outline, without losing important detail. + */ +void C_OUTLINE::ComputeBinaryOffsets() { + delete [] offsets; + offsets = new EdgeOffset[stepcount]; + // Count of the number of steps in each direction in the sliding window. + int dir_counts[4]; + // Sum of the positions (y for a horizontal step, x for vertical) in each + // direction in the sliding window. + int pos_totals[4]; + memset(dir_counts, 0, sizeof(dir_counts)); + memset(pos_totals, 0, sizeof(pos_totals)); + ICOORD pos = start; + ICOORD tail_pos = pos; + // tail_pos is the trailing position, with the next point to be lost from + // the window. + tail_pos -= step(stepcount - 1); + tail_pos -= step(stepcount - 2); + // head_pos is the leading position, with the next point to be added to the + // window. + ICOORD head_pos = tail_pos; + // Set up the initial window with 4 points in [-2, 2) + for (int s = -2; s < 2; ++s) { + increment_step(s, 1, &head_pos, dir_counts, pos_totals); + } + for (int s = 0; s < stepcount; pos += step(s++)) { + // At step s, s in in the middle of [s-2, s+2]. + increment_step(s + 2, 1, &head_pos, dir_counts, pos_totals); + int dir_index = chain_code(s); + ICOORD step_vec = step(s); + int best_diff = 0; + int offset = 0; + // Use only steps that have a count of >=2 OR the strong U-turn with a + // single d and 2 at d-1 and 2 at d+1 (mod 4). + if (dir_counts[dir_index] >= 2 || (dir_counts[dir_index] == 1 && + dir_counts[Modulo(dir_index - 1, 4)] == 2 && + dir_counts[Modulo(dir_index + 1, 4)] == 2)) { + // Valid step direction. + best_diff = dir_counts[dir_index]; + int edge_pos = step_vec.x() == 0 ? pos.x() : pos.y(); + // The offset proposes that the actual step should be positioned at + // the mean position of the steps in the window of the same direction. + // See ASCII art above. + offset = pos_totals[dir_index] - best_diff * edge_pos; + } + offsets[s].offset_numerator = + static_cast(ClipToRange(offset, -MAX_INT8, MAX_INT8)); + offsets[s].pixel_diff = static_cast(ClipToRange(best_diff, 0 , + MAX_UINT8)); + // The direction is just the vector from start to end of the window. + FCOORD direction(head_pos.x() - tail_pos.x(), head_pos.y() - tail_pos.y()); + offsets[s].direction = direction.to_direction(); + increment_step(s - 2, -1, &tail_pos, dir_counts, pos_totals); + } +} + +/** + * Renders the outline to the given pix, with left and top being + * the coords of the upper-left corner of the pix. + */ +void C_OUTLINE::render(int left, int top, Pix* pix) const { + ICOORD pos = start; + for (int stepindex = 0; stepindex < stepcount; ++stepindex) { + ICOORD next_step = step(stepindex); + if (next_step.y() < 0) { + pixRasterop(pix, 0, top - pos.y(), pos.x() - left, 1, + PIX_NOT(PIX_DST), NULL, 0, 0); + } else if (next_step.y() > 0) { + pixRasterop(pix, 0, top - pos.y() - 1, pos.x() - left, 1, + PIX_NOT(PIX_DST), NULL, 0, 0); + } + pos += next_step; + } +} + +/** + * Renders just the outline to the given pix (no fill), with left and top + * being the coords of the upper-left corner of the pix. + * @param left coord + * @param top coord + * @param pix the pix to outline + */ +void C_OUTLINE::render_outline(int left, int top, Pix* pix) const { + ICOORD pos = start; + for (int stepindex = 0; stepindex < stepcount; ++stepindex) { + ICOORD next_step = step(stepindex); + if (next_step.y() < 0) { + pixSetPixel(pix, pos.x() - left, top - pos.y(), 1); + } else if (next_step.y() > 0) { + pixSetPixel(pix, pos.x() - left - 1, top - pos.y() - 1, 1); + } else if (next_step.x() < 0) { + pixSetPixel(pix, pos.x() - left - 1, top - pos.y(), 1); + } else if (next_step.x() > 0) { + pixSetPixel(pix, pos.x() - left, top - pos.y() - 1, 1); + } + pos += next_step; + } +} + +/** + * @name C_OUTLINE::plot + * + * Draw the outline in the given colour. + * @param window window to draw in + * @param colour colour to draw in + */ + +#ifndef GRAPHICS_DISABLED +void C_OUTLINE::plot(ScrollView* window, ScrollView::Color colour) const { + inT16 stepindex; // index to cstep + ICOORD pos; // current position + DIR128 stepdir; // direction of step + + pos = start; // current position + window->Pen(colour); + if (stepcount == 0) { + window->Rectangle(box.left(), box.top(), box.right(), box.bottom()); + return; + } + window->SetCursor(pos.x(), pos.y()); + + stepindex = 0; + while (stepindex < stepcount) { + pos += step(stepindex); // step to next + stepdir = step_dir(stepindex); + stepindex++; // count steps + // merge straight lines + while (stepindex < stepcount && + stepdir.get_dir() == step_dir(stepindex).get_dir()) { + pos += step(stepindex); + stepindex++; + } + window->DrawTo(pos.x(), pos.y()); + } +} + +/** + * Draws the outline in the given colour, normalized using the given denorm, + * making use of sub-pixel accurate information if available. + */ +void C_OUTLINE::plot_normed(const DENORM& denorm, ScrollView::Color colour, + ScrollView* window) const { + window->Pen(colour); + if (stepcount == 0) { + window->Rectangle(box.left(), box.top(), box.right(), box.bottom()); + return; + } + const DENORM* root_denorm = denorm.RootDenorm(); + ICOORD pos = start; // current position + FCOORD f_pos = sub_pixel_pos_at_index(pos, 0); + FCOORD pos_normed; + denorm.NormTransform(root_denorm, f_pos, &pos_normed); + window->SetCursor(IntCastRounded(pos_normed.x()), + IntCastRounded(pos_normed.y())); + for (int s = 0; s < stepcount; pos += step(s++)) { + int edge_weight = edge_strength_at_index(s); + if (edge_weight == 0) { + // This point has conflicting gradient and step direction, so ignore it. + continue; + } + FCOORD f_pos = sub_pixel_pos_at_index(pos, s); + FCOORD pos_normed; + denorm.NormTransform(root_denorm, f_pos, &pos_normed); + window->DrawTo(IntCastRounded(pos_normed.x()), + IntCastRounded(pos_normed.y())); + } +} +#endif + +/** + * @name C_OUTLINE::operator= + * + * Assignment - deep copy data + * @param source assign from this + */ + +C_OUTLINE& C_OUTLINE::operator=(const C_OUTLINE& source) { + box = source.box; + start = source.start; + if (steps != NULL) + free_mem(steps); + stepcount = source.stepcount; + steps = (uinT8 *) alloc_mem (step_mem()); + memmove (steps, source.steps, step_mem()); + if (!children.empty ()) + children.clear (); + children.deep_copy(&source.children, &deep_copy); + delete [] offsets; + if (source.offsets != NULL) { + offsets = new EdgeOffset[stepcount]; + memcpy(offsets, source.offsets, stepcount * sizeof(*offsets)); + } else { + offsets = NULL; + } + return *this; +} + +/** + * Helper for ComputeBinaryOffsets. Increments pos, dir_counts, pos_totals + * by the step, increment, and vertical step ? x : y position * increment + * at step s Mod stepcount respectively. Used to add or subtract the + * direction and position to/from accumulators of a small neighbourhood. + */ +void C_OUTLINE::increment_step(int s, int increment, ICOORD* pos, + int* dir_counts, int* pos_totals) const { + int step_index = Modulo(s, stepcount); + int dir_index = chain_code(step_index); + dir_counts[dir_index] += increment; + ICOORD step_vec = step(step_index); + if (step_vec.x() == 0) + pos_totals[dir_index] += pos->x() * increment; + else + pos_totals[dir_index] += pos->y() * increment; + *pos += step_vec; +} + +ICOORD C_OUTLINE::chain_step(int chaindir) { + return step_coords[chaindir % 4]; +} diff --git a/3rdparty/hgOCR/include/ccstruct/coutln.h b/3rdparty/hgOCR/include/ccstruct/coutln.h new file mode 100644 index 00000000..fd0b6736 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/coutln.h @@ -0,0 +1,291 @@ +/********************************************************************** + * File: coutln.c (Formerly: coutline.c) + * Description: Code for the C_OUTLINE class. + * Author: Ray Smith + * Created: Mon Oct 07 16:01:57 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef COUTLN_H +#define COUTLN_H + +#include "crakedge.h" +#include "mod128.h" +#include "bits16.h" +#include "rect.h" +#include "blckerr.h" +#include "scrollview.h" + +class DENORM; + +#define INTERSECTING MAX_INT16//no winding number + + //mask to get step +#define STEP_MASK 3 + +enum C_OUTLINE_FLAGS +{ + COUT_INVERSE //White on black blob +}; + +// Simple struct to hold the 3 values needed to compute a more precise edge +// position and direction. The offset_numerator is the difference between the +// grey threshold and the mean pixel value. pixel_diff is the difference between +// the pixels in the edge. Consider the following row of pixels: p1 p2 p3 p4 p5 +// Say the image was thresholded at threshold t, making p1, p2, p3 black +// and p4, p5 white (p1, p2, p3 < t, and p4, p5 >= t), but suppose that +// max(p[i+1] - p[i]) is p3 - p2. Then the extrapolated position of the edge, +// based on the maximum gradient, is at the crack between p2 and p3 plus the +// offset (t - (p2+p3)/2)/(p3 - p2). We store the pixel difference p3-p2 +// denominator in pixel_diff and the offset numerator, relative to the original +// binary edge (t - (p2+p3)/2) - (p3 -p2) in offset_numerator. +// The sign of offset_numerator and pixel_diff are manipulated to ensure +// that the pixel_diff, which will be used as a weight, is always positive. +// The direction stores the quantized feature direction for the given step +// computed from the edge gradient. (Using binary_angle_plus_pi.) +// If the pixel_diff is zero, it means that the direction of the gradient +// is in conflict with the step direction, so this step is to be ignored. +struct EdgeOffset { + inT8 offset_numerator; + uinT8 pixel_diff; + uinT8 direction; +}; + +class DLLSYM C_OUTLINE; //forward declaration +struct Pix; + +ELISTIZEH (C_OUTLINE) +class DLLSYM C_OUTLINE:public ELIST_LINK { + public: + C_OUTLINE() { //empty constructor + steps = NULL; + offsets = NULL; + } + C_OUTLINE( //constructor + CRACKEDGE *startpt, //from edge detector + ICOORD bot_left, //bounding box //length of loop + ICOORD top_right, + inT16 length); + C_OUTLINE(ICOORD startpt, //start of loop + DIR128 *new_steps, //steps in loop + inT16 length); //length of loop + //outline to copy + C_OUTLINE(C_OUTLINE *srcline, FCOORD rotation); //and rotate + + // Build a fake outline, given just a bounding box and append to the list. + static void FakeOutline(const TBOX& box, C_OUTLINE_LIST* outlines); + + ~C_OUTLINE () { //destructor + if (steps != NULL) + free_mem(steps); + steps = NULL; + delete [] offsets; + } + + BOOL8 flag( //test flag + C_OUTLINE_FLAGS mask) const { //flag to test + return flags.bit (mask); + } + void set_flag( //set flag value + C_OUTLINE_FLAGS mask, //flag to test + BOOL8 value) { //value to set + flags.set_bit (mask, value); + } + + C_OUTLINE_LIST *child() { //get child list + return &children; + } + + //access function + const TBOX &bounding_box() const { + return box; + } + void set_step( //set a step + inT16 stepindex, //index of step + inT8 stepdir) { //chain code + int shift = stepindex%4 * 2; + uinT8 mask = 3 << shift; + steps[stepindex/4] = ((stepdir << shift) & mask) | + (steps[stepindex/4] & ~mask); + //squeeze 4 into byte + } + void set_step( //set a step + inT16 stepindex, //index of step + DIR128 stepdir) { //direction + //clean it + inT8 chaindir = stepdir.get_dir() >> (DIRBITS - 2); + //difference + set_step(stepindex, chaindir); + //squeeze 4 into byte + } + + inT32 pathlength() const { //get path length + return stepcount; + } + // Return step at a given index as a DIR128. + DIR128 step_dir(int index) const { + return DIR128((inT16)(((steps[index/4] >> (index%4 * 2)) & STEP_MASK) << + (DIRBITS - 2))); + } + // Return the step vector for the given outline position. + ICOORD step(int index) const { // index of step + return step_coords[chain_code(index)]; + } + // get start position + const ICOORD &start_pos() const { + return start; + } + // Returns the position at the given index on the outline. + // NOT to be used lightly, as it has to iterate the outline to find out. + ICOORD position_at_index(int index) const { + ICOORD pos = start; + for (int i = 0; i < index; ++i) + pos += step(i); + return pos; + } + // Returns the sub-pixel accurate position given the integer position pos + // at the given index on the outline. pos may be a return value of + // position_at_index, or computed by repeatedly adding step to the + // start_pos() in the usual way. + FCOORD sub_pixel_pos_at_index(const ICOORD& pos, int index) const { + const ICOORD& step_to_next(step(index)); + FCOORD f_pos(pos.x() + step_to_next.x() / 2.0f, + pos.y() + step_to_next.y() / 2.0f); + if (offsets != NULL && offsets[index].pixel_diff > 0) { + float offset = offsets[index].offset_numerator; + offset /= offsets[index].pixel_diff; + if (step_to_next.x() != 0) + f_pos.set_y(f_pos.y() + offset); + else + f_pos.set_x(f_pos.x() + offset); + } + return f_pos; + } + // Returns the step direction for the given index or -1 if there is none. + int direction_at_index(int index) const { + if (offsets != NULL && offsets[index].pixel_diff > 0) + return offsets[index].direction; + return -1; + } + // Returns the edge strength for the given index. + // If there are no recorded edge strengths, returns 1 (assuming the image + // is binary). Returns 0 if the gradient direction conflicts with the + // step direction, indicating that this position could be skipped. + int edge_strength_at_index(int index) const { + if (offsets != NULL) + return offsets[index].pixel_diff; + return 1; + } + // Return the step as a chain code (0-3) related to the standard feature + // direction of binary_angle_plus_pi by: + // chain_code * 64 = feature direction. + int chain_code(int index) const { // index of step + return (steps[index / 4] >> (index % 4 * 2)) & STEP_MASK; + } + + inT32 area() const; // Returns area of self and 1st level children. + inT32 perimeter() const; // Total perimeter of self and 1st level children. + inT32 outer_area() const; // Returns area of self only. + inT32 count_transitions( //count maxima + inT32 threshold); //size threshold + + BOOL8 operator< ( //containment test + const C_OUTLINE & other) const; + BOOL8 operator> ( //containment test + C_OUTLINE & other) const + { + return other < *this; //use the < to do it + } + inT16 winding_number( //get winding number + ICOORD testpt) const; //around this point + //get direction + inT16 turn_direction() const; + void reverse(); //reverse direction + + void move( // reposition outline + const ICOORD vec); // by vector + + // Returns true if *this and its children are legally nested. + // The outer area of a child should have the opposite sign to the + // parent. If not, it means we have discarded an outline in between + // (probably due to excessive length). + bool IsLegallyNested() const; + + // If this outline is smaller than the given min_size, delete this and + // remove from its list, via *it, after checking that *it points to this. + // Otherwise, if any children of this are too small, delete them. + // On entry, *it must be an iterator pointing to this. If this gets deleted + // then this is extracted from *it, so an iteration can continue. + void RemoveSmallRecursive(int min_size, C_OUTLINE_IT* it); + + // Adds sub-pixel resolution EdgeOffsets for the outline if the supplied + // pix is 8-bit. Does nothing otherwise. + void ComputeEdgeOffsets(int threshold, Pix* pix); + // Adds sub-pixel resolution EdgeOffsets for the outline using only + // a binary image source. + void ComputeBinaryOffsets(); + + // Renders the outline to the given pix, with left and top being + // the coords of the upper-left corner of the pix. + void render(int left, int top, Pix* pix) const; + + // Renders just the outline to the given pix (no fill), with left and top + // being the coords of the upper-left corner of the pix. + void render_outline(int left, int top, Pix* pix) const; + + #ifndef GRAPHICS_DISABLED + void plot( //draw one + ScrollView* window, //window to draw in + ScrollView::Color colour) const; //colour to draw it + // Draws the outline in the given colour, normalized using the given denorm, + // making use of sub-pixel accurate information if available. + void plot_normed(const DENORM& denorm, ScrollView::Color colour, + ScrollView* window) const; + #endif // GRAPHICS_DISABLED + + C_OUTLINE& operator=(const C_OUTLINE& source); + + static C_OUTLINE* deep_copy(const C_OUTLINE* src) { + C_OUTLINE* outline = new C_OUTLINE; + *outline = *src; + return outline; + } + + static ICOORD chain_step(int chaindir); + + // The maximum length of any outline. The stepcount is stored as 16 bits, + // but it is probably not a good idea to increase this constant by much + // and switch to 32 bits, as it plays an important role in keeping huge + // outlines invisible, which prevents bad speed behavior. + static const int kMaxOutlineLength = 16000; + + private: + // Helper for ComputeBinaryOffsets. Increments pos, dir_counts, pos_totals + // by the step, increment, and vertical step ? x : y position * increment + // at step s Mod stepcount respectively. Used to add or subtract the + // direction and position to/from accumulators of a small neighbourhood. + void increment_step(int s, int increment, ICOORD* pos, int* dir_counts, + int* pos_totals) const; + int step_mem() const { return (stepcount+3) / 4; } + + TBOX box; // bounding box + ICOORD start; // start coord + inT16 stepcount; // no of steps + BITS16 flags; // flags about outline + uinT8 *steps; // step array + EdgeOffset* offsets; // Higher precision edge. + C_OUTLINE_LIST children; // child elements + static ICOORD step_coords[4]; +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/crakedge.h b/3rdparty/hgOCR/include/ccstruct/crakedge.h new file mode 100644 index 00000000..37729b41 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/crakedge.h @@ -0,0 +1,37 @@ +/********************************************************************** + * File: crakedge.h (Formerly: crkedge.h) + * Description: Sturctures for the Crack following edge detector. + * Author: Ray Smith + * Created: Fri Mar 22 16:06:38 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef CRAKEDGE_H +#define CRAKEDGE_H + +#include "points.h" +#include "mod128.h" + +class CRACKEDGE { + public: + CRACKEDGE() {} + + ICOORD pos; /*position of crack */ + inT8 stepx; //edge step + inT8 stepy; + inT8 stepdir; //chaincode + CRACKEDGE *prev; /*previous point */ + CRACKEDGE *next; /*next point */ +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/detlinefit.cpp b/3rdparty/hgOCR/include/ccstruct/detlinefit.cpp new file mode 100644 index 00000000..2540925f --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/detlinefit.cpp @@ -0,0 +1,295 @@ +/////////////////////////////////////////////////////////////////////// +// File: detlinefit.cpp +// Description: Deterministic least median squares line fitting. +// Author: Ray Smith +// Created: Thu Feb 28 14:45:01 PDT 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "detlinefit.h" +#include "statistc.h" +#include "ndminx.h" +#include "tprintf.h" + +namespace tesseract { + +// The number of points to consider at each end. +const int kNumEndPoints = 3; +// The minimum number of points at which to switch to number of points +// for badly fitted lines. +// To ensure a sensible error metric, kMinPointsForErrorCount should be at +// least kMaxRealDistance / (1 - %ile) where %ile is the fractile used in +// ComputeUpperQuartileError. +const int kMinPointsForErrorCount = 16; +// The maximum real distance to use before switching to number of +// mis-fitted points, which will get square-rooted for true distance. +const int kMaxRealDistance = 2.0; + +DetLineFit::DetLineFit() : square_length_(0.0) { +} + +DetLineFit::~DetLineFit() { +} + +// Delete all Added points. +void DetLineFit::Clear() { + pts_.clear(); + distances_.clear(); +} + +// Add a new point. Takes a copy - the pt doesn't need to stay in scope. +void DetLineFit::Add(const ICOORD& pt) { + pts_.push_back(PointWidth(pt, 0)); +} +// Associates a half-width with the given point if a point overlaps the +// previous point by more than half the width, and its distance is further +// than the previous point, then the more distant point is ignored in the +// distance calculation. Useful for ignoring i dots and other diacritics. +void DetLineFit::Add(const ICOORD& pt, int halfwidth) { + pts_.push_back(PointWidth(pt, halfwidth)); +} + +// Fits a line to the points, ignoring the skip_first initial points and the +// skip_last final points, returning the fitted line as a pair of points, +// and the upper quartile error. +double DetLineFit::Fit(int skip_first, int skip_last, + ICOORD* pt1, ICOORD* pt2) { + // Do something sensible with no points. + if (pts_.empty()) { + pt1->set_x(0); + pt1->set_y(0); + *pt2 = *pt1; + return 0.0; + } + // Count the points and find the first and last kNumEndPoints. + int pt_count = pts_.size(); + ICOORD* starts[kNumEndPoints]; + if (skip_first >= pt_count) skip_first = pt_count - 1; + int start_count = 0; + int end_i = MIN(skip_first + kNumEndPoints, pt_count); + for (int i = skip_first; i < end_i; ++i) { + starts[start_count++] = &pts_[i].pt; + } + ICOORD* ends[kNumEndPoints]; + if (skip_last >= pt_count) skip_last = pt_count - 1; + int end_count = 0; + end_i = MAX(0, pt_count - kNumEndPoints - skip_last); + for (int i = pt_count - 1 - skip_last; i >= end_i; --i) { + ends[end_count++] = &pts_[i].pt; + } + // 1 or 2 points need special treatment. + if (pt_count <= 2) { + *pt1 = *starts[0]; + if (pt_count > 1) + *pt2 = *ends[0]; + else + *pt2 = *pt1; + return 0.0; + } + // Although with between 2 and 2*kNumEndPoints-1 points, there will be + // overlap in the starts, ends sets, this is OK and taken care of by the + // if (*start != *end) test below, which also tests for equal input points. + double best_uq = -1.0; + // Iterate each pair of points and find the best fitting line. + for (int i = 0; i < start_count; ++i) { + ICOORD* start = starts[i]; + for (int j = 0; j < end_count; ++j) { + ICOORD* end = ends[j]; + if (*start != *end) { + ComputeDistances(*start, *end); + // Compute the upper quartile error from the line. + double dist = EvaluateLineFit(); + if (dist < best_uq || best_uq < 0.0) { + best_uq = dist; + *pt1 = *start; + *pt2 = *end; + } + } + } + } + // Finally compute the square root to return the true distance. + return best_uq > 0.0 ? sqrt(best_uq) : best_uq; +} + +// Constrained fit with a supplied direction vector. Finds the best line_pt, +// that is one of the supplied points having the median cross product with +// direction, ignoring points that have a cross product outside of the range +// [min_dist, max_dist]. Returns the resulting error metric using the same +// reduced set of points. +// *Makes use of floating point arithmetic* +double DetLineFit::ConstrainedFit(const FCOORD& direction, + double min_dist, double max_dist, + bool debug, ICOORD* line_pt) { + ComputeConstrainedDistances(direction, min_dist, max_dist); + // Do something sensible with no points or computed distances. + if (pts_.empty() || distances_.empty()) { + line_pt->set_x(0); + line_pt->set_y(0); + return 0.0; + } + int median_index = distances_.choose_nth_item(distances_.size() / 2); + *line_pt = distances_[median_index].data; + if (debug) { + tprintf("Constrained fit to dir %g, %g = %d, %d :%d distances:\n", + direction.x(), direction.y(), + line_pt->x(), line_pt->y(), distances_.size()); + for (int i = 0; i < distances_.size(); ++i) { + tprintf("%d: %d, %d -> %g\n", i, distances_[i].data.x(), + distances_[i].data.y(), distances_[i].key); + } + tprintf("Result = %d\n", median_index); + } + // Center distances on the fitted point. + double dist_origin = direction * *line_pt; + for (int i = 0; i < distances_.size(); ++i) { + distances_[i].key -= dist_origin; + } + return sqrt(EvaluateLineFit()); +} + +// Returns true if there were enough points at the last call to Fit or +// ConstrainedFit for the fitted points to be used on a badly fitted line. +bool DetLineFit::SufficientPointsForIndependentFit() const { + return distances_.size() >= kMinPointsForErrorCount; +} + +// Backwards compatible fit returning a gradient and constant. +// Deprecated. Prefer Fit(ICOORD*, ICOORD*) where possible, but use this +// function in preference to the LMS class. +double DetLineFit::Fit(float* m, float* c) { + ICOORD start, end; + double error = Fit(&start, &end); + if (end.x() != start.x()) { + *m = static_cast(end.y() - start.y()) / (end.x() - start.x()); + *c = start.y() - *m * start.x(); + } else { + *m = 0.0f; + *c = 0.0f; + } + return error; +} + +// Backwards compatible constrained fit with a supplied gradient. +// Deprecated. Use ConstrainedFit(const FCOORD& direction) where possible +// to avoid potential difficulties with infinite gradients. +double DetLineFit::ConstrainedFit(double m, float* c) { + // Do something sensible with no points. + if (pts_.empty()) { + *c = 0.0f; + return 0.0; + } + double cos = 1.0 / sqrt(1.0 + m * m); + FCOORD direction(cos, m * cos); + ICOORD line_pt; + double error = ConstrainedFit(direction, -MAX_FLOAT32, MAX_FLOAT32, false, + &line_pt); + *c = line_pt.y() - line_pt.x() * m; + return error; +} + +// Computes and returns the squared evaluation metric for a line fit. +double DetLineFit::EvaluateLineFit() { + // Compute the upper quartile error from the line. + double dist = ComputeUpperQuartileError(); + if (distances_.size() >= kMinPointsForErrorCount && + dist > kMaxRealDistance * kMaxRealDistance) { + // Use the number of mis-fitted points as the error metric, as this + // gives a better measure of fit for badly fitted lines where more + // than a quarter are badly fitted. + double threshold = kMaxRealDistance * sqrt(square_length_); + dist = NumberOfMisfittedPoints(threshold); + } + return dist; +} + +// Computes the absolute error distances of the points from the line, +// and returns the squared upper-quartile error distance. +double DetLineFit::ComputeUpperQuartileError() { + int num_errors = distances_.size(); + if (num_errors == 0) return 0.0; + // Get the absolute values of the errors. + for (int i = 0; i < num_errors; ++i) { + if (distances_[i].key < 0) distances_[i].key = -distances_[i].key; + } + // Now get the upper quartile distance. + int index = distances_.choose_nth_item(3 * num_errors / 4); + double dist = distances_[index].key; + // The true distance is the square root of the dist squared / square_length. + // Don't bother with the square root. Just return the square distance. + return square_length_ > 0.0 ? dist * dist / square_length_ : 0.0; +} + +// Returns the number of sample points that have an error more than threshold. +int DetLineFit::NumberOfMisfittedPoints(double threshold) const { + int num_misfits = 0; + int num_dists = distances_.size(); + // Get the absolute values of the errors. + for (int i = 0; i < num_dists; ++i) { + if (distances_[i].key > threshold) + ++num_misfits; + } + return num_misfits; +} + +// Computes all the cross product distances of the points from the line, +// storing the actual (signed) cross products in distances. +// Ignores distances of points that are further away than the previous point, +// and overlaps the previous point by at least half. +void DetLineFit::ComputeDistances(const ICOORD& start, const ICOORD& end) { + distances_.truncate(0); + ICOORD line_vector = end; + line_vector -= start; + square_length_ = line_vector.sqlength(); + int line_length = IntCastRounded(sqrt(square_length_)); + // Compute the distance of each point from the line. + int prev_abs_dist = 0; + int prev_dot = 0; + for (int i = 0; i < pts_.size(); ++i) { + ICOORD pt_vector = pts_[i].pt; + pt_vector -= start; + int dot = line_vector % pt_vector; + // Compute |line_vector||pt_vector|sin(angle between) + int dist = line_vector * pt_vector; + int abs_dist = dist < 0 ? -dist : dist; + if (abs_dist > prev_abs_dist && i > 0) { + // Ignore this point if it overlaps the previous one. + int separation = abs(dot - prev_dot); + if (separation < line_length * pts_[i].halfwidth || + separation < line_length * pts_[i - 1].halfwidth) + continue; + } + distances_.push_back(DistPointPair(dist, pts_[i].pt)); + prev_abs_dist = abs_dist; + prev_dot = dot; + } +} + +// Computes all the cross product distances of the points perpendicular to +// the given direction, ignoring distances outside of the give distance range, +// storing the actual (signed) cross products in distances_. +void DetLineFit::ComputeConstrainedDistances(const FCOORD& direction, + double min_dist, double max_dist) { + distances_.truncate(0); + square_length_ = direction.sqlength(); + // Compute the distance of each point from the line. + for (int i = 0; i < pts_.size(); ++i) { + FCOORD pt_vector = pts_[i].pt; + // Compute |line_vector||pt_vector|sin(angle between) + double dist = direction * pt_vector; + if (min_dist <= dist && dist <= max_dist) + distances_.push_back(DistPointPair(dist, pts_[i].pt)); + } +} + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccstruct/detlinefit.h b/3rdparty/hgOCR/include/ccstruct/detlinefit.h new file mode 100644 index 00000000..12afbb79 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/detlinefit.h @@ -0,0 +1,164 @@ +/////////////////////////////////////////////////////////////////////// +// File: detlinefit.h +// Description: Deterministic least upper-quartile squares line fitting. +// Author: Ray Smith +// Created: Thu Feb 28 14:35:01 PDT 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCSTRUCT_DETLINEFIT_H_ +#define TESSERACT_CCSTRUCT_DETLINEFIT_H_ + +#include "genericvector.h" +#include "kdpair.h" +#include "points.h" + +namespace tesseract { + +// This class fits a line to a set of ICOORD points. +// There is no restriction on the direction of the line, as it +// uses a vector method, ie no concern over infinite gradients. +// The fitted line has the least upper quartile of squares of perpendicular +// distances of all source points from the line, subject to the constraint +// that the line is made from one of the pairs of [{p1,p2,p3},{pn-2, pn-1, pn}] +// i.e. the 9 combinations of one of the first 3 and last 3 points. +// A fundamental assumption of this algorithm is that one of the first 3 and +// one of the last 3 points are near the best line fit. +// The points must be Added in line order for the algorithm to work properly. +// No floating point calculations are needed* to make an accurate fit, +// and no random numbers are needed** so the algorithm is deterministic, +// architecture-stable, and compiler-stable as well as stable to minor +// changes in the input. +// *A single floating point division is used to compute each line's distance. +// This is unlikely to result in choice of a different line, but if it does, +// it would be easy to replace with a 64 bit integer calculation. +// **Random numbers are used in the nth_item function, but the worst +// non-determinism that can result is picking a different result among equals, +// and that wouldn't make any difference to the end-result distance, so the +// randomness does not affect the determinism of the algorithm. The random +// numbers are only there to guarantee average linear time. +// Fitting time is linear, but with a high constant, as it tries 9 different +// lines and computes the distance of all points each time. +// This class is aimed at replacing the LLSQ (linear least squares) and +// LMS (least median of squares) classes that are currently used for most +// of the line fitting in Tesseract. +class DetLineFit { + public: + DetLineFit(); + ~DetLineFit(); + + // Delete all Added points. + void Clear(); + + // Adds a new point. Takes a copy - the pt doesn't need to stay in scope. + // Add must be called on points in sequence along the line. + void Add(const ICOORD& pt); + // Associates a half-width with the given point if a point overlaps the + // previous point by more than half the width, and its distance is further + // than the previous point, then the more distant point is ignored in the + // distance calculation. Useful for ignoring i dots and other diacritics. + void Add(const ICOORD& pt, int halfwidth); + + // Fits a line to the points, returning the fitted line as a pair of + // points, and the upper quartile error. + double Fit(ICOORD* pt1, ICOORD* pt2) { + return Fit(0, 0, pt1, pt2); + } + // Fits a line to the points, ignoring the skip_first initial points and the + // skip_last final points, returning the fitted line as a pair of points, + // and the upper quartile error. + double Fit(int skip_first, int skip_last, ICOORD* pt1, ICOORD* pt2); + + // Constrained fit with a supplied direction vector. Finds the best line_pt, + // that is one of the supplied points having the median cross product with + // direction, ignoring points that have a cross product outside of the range + // [min_dist, max_dist]. Returns the resulting error metric using the same + // reduced set of points. + // *Makes use of floating point arithmetic* + double ConstrainedFit(const FCOORD& direction, + double min_dist, double max_dist, + bool debug, ICOORD* line_pt); + + // Returns true if there were enough points at the last call to Fit or + // ConstrainedFit for the fitted points to be used on a badly fitted line. + bool SufficientPointsForIndependentFit() const; + + // Backwards compatible fit returning a gradient and constant. + // Deprecated. Prefer Fit(ICOORD*, ICOORD*) where possible, but use this + // function in preference to the LMS class. + double Fit(float* m, float* c); + + // Backwards compatible constrained fit with a supplied gradient. + // Deprecated. Use ConstrainedFit(const FCOORD& direction) where possible + // to avoid potential difficulties with infinite gradients. + double ConstrainedFit(double m, float* c); + + private: + // Simple struct to hold an ICOORD point and a halfwidth representing half + // the "width" (supposedly approximately parallel to the direction of the + // line) of each point, such that distant points can be discarded when they + // overlap nearer points. (Think i dot and other diacritics or noise.) + struct PointWidth { + PointWidth() : pt(ICOORD(0, 0)), halfwidth(0) {} + PointWidth(const ICOORD& pt0, int halfwidth0) + : pt(pt0), halfwidth(halfwidth0) {} + + ICOORD pt; + int halfwidth; + }; + // Type holds the distance of each point from the fitted line and the point + // itself. Use of double allows integer distances from ICOORDs to be stored + // exactly, and also the floating point results from ConstrainedFit. + typedef KDPairInc DistPointPair; + + // Computes and returns the squared evaluation metric for a line fit. + double EvaluateLineFit(); + + // Computes the absolute values of the precomputed distances_, + // and returns the squared upper-quartile error distance. + double ComputeUpperQuartileError(); + + // Returns the number of sample points that have an error more than threshold. + int NumberOfMisfittedPoints(double threshold) const; + + // Computes all the cross product distances of the points from the line, + // storing the actual (signed) cross products in distances_. + // Ignores distances of points that are further away than the previous point, + // and overlaps the previous point by at least half. + void ComputeDistances(const ICOORD& start, const ICOORD& end); + + // Computes all the cross product distances of the points perpendicular to + // the given direction, ignoring distances outside of the give distance range, + // storing the actual (signed) cross products in distances_. + void ComputeConstrainedDistances(const FCOORD& direction, + double min_dist, double max_dist); + + // Stores all the source points in the order they were given and their + // halfwidths, if any. + GenericVector pts_; + // Stores the computed perpendicular distances of (some of) the pts_ from a + // given vector (assuming it goes through the origin, making it a line). + // Since the distances may be a subset of the input points, and get + // re-ordered by the nth_item function, the original point is stored + // along side the distance. + GenericVector distances_; // Distances of points. + // The squared length of the vector used to compute distances_. + double square_length_; +}; + +} // namespace tesseract. + +#endif // TESSERACT_CCSTRUCT_DETLINEFIT_H_ + + diff --git a/3rdparty/hgOCR/include/ccstruct/dppoint.cpp b/3rdparty/hgOCR/include/ccstruct/dppoint.cpp new file mode 100644 index 00000000..7325c9cb --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/dppoint.cpp @@ -0,0 +1,98 @@ +/********************************************************************** + * File: dppoint.cpp + * Description: Simple generic dynamic programming class. + * Author: Ray Smith + * Created: Wed Mar 25 19:08:01 PDT 2009 + * + * (C) Copyright 2009, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "dppoint.h" +#include "tprintf.h" + +namespace tesseract { + +// Solve the dynamic programming problem for the given array of points, with +// the given size and cost function. +// Steps backwards are limited to being between min_step and max_step +// inclusive. +// The return value is the tail of the best path. +DPPoint* DPPoint::Solve(int min_step, int max_step, bool debug, + CostFunc cost_func, int size, DPPoint* points) { + if (size <= 0 || max_step < min_step || min_step >= size) + return NULL; // Degenerate, but not necessarily an error. + ASSERT_HOST(min_step > 0); // Infinite loop possible if this is not true. + if (debug) + tprintf("min = %d, max=%d\n", + min_step, max_step); + // Evaluate the total cost at each point. + for (int i = 0; i < size; ++i) { + for (int offset = min_step; offset <= max_step; ++offset) { + DPPoint* prev = offset <= i ? points + i - offset : NULL; + inT64 new_cost = (points[i].*cost_func)(prev); + if (points[i].best_prev_ != NULL && offset > min_step * 2 && + new_cost > points[i].total_cost_) + break; // Find only the first minimum if going over twice the min. + } + points[i].total_cost_ += points[i].local_cost_; + if (debug) { + tprintf("At point %d, local cost=%d, total_cost=%d, steps=%d\n", + i, points[i].local_cost_, points[i].total_cost_, + points[i].total_steps_); + } + } + // Now find the end of the best path and return it. + int best_cost = points[size - 1].total_cost_; + int best_end = size - 1; + for (int end = best_end - 1; end >= size - min_step; --end) { + int cost = points[end].total_cost_; + if (cost < best_cost) { + best_cost = cost; + best_end = end; + } + } + return points + best_end; +} + +// A CostFunc that takes the variance of step into account in the cost. +inT64 DPPoint::CostWithVariance(const DPPoint* prev) { + if (prev == NULL || prev == this) { + UpdateIfBetter(0, 1, NULL, 0, 0, 0); + return 0; + } + + int delta = this - prev; + inT32 n = prev->n_ + 1; + inT32 sig_x = prev->sig_x_ + delta; + inT64 sig_xsq = prev->sig_xsq_ + delta * delta; + inT64 cost = (sig_xsq - sig_x * sig_x / n) / n; + cost += prev->total_cost_; + UpdateIfBetter(cost, prev->total_steps_ + 1, prev, n, sig_x, sig_xsq); + return cost; +} + +// Update the other members if the cost is lower. +void DPPoint::UpdateIfBetter(inT64 cost, inT32 steps, const DPPoint* prev, + inT32 n, inT32 sig_x, inT64 sig_xsq) { + if (cost < total_cost_) { + total_cost_ = cost; + total_steps_ = steps; + best_prev_ = prev; + n_ = n; + sig_x_ = sig_x; + sig_xsq_ = sig_xsq; + } +} + +} // namespace tesseract. + diff --git a/3rdparty/hgOCR/include/ccstruct/dppoint.h b/3rdparty/hgOCR/include/ccstruct/dppoint.h new file mode 100644 index 00000000..fd87bb91 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/dppoint.h @@ -0,0 +1,102 @@ +/********************************************************************** + * File: dppoint.h + * Description: Simple generic dynamic programming class. + * Author: Ray Smith + * Created: Wed Mar 25 18:57:01 PDT 2009 + * + * (C) Copyright 2009, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCSTRUCT_DPPOINT_H__ +#define TESSERACT_CCSTRUCT_DPPOINT_H__ + +#include "host.h" + +namespace tesseract { + +// A simple class to provide a dynamic programming solution to a class of +// 1st-order problems in which the cost is dependent only on the current +// step and the best cost to that step, with a possible special case +// of using the variance of the steps, and only the top choice is required. +// Useful for problems such as finding the optimal cut points in a fixed-pitch +// (vertical or horizontal) situation. +// Skeletal Example: +// DPPoint* array = new DPPoint[width]; +// for (int i = 0; i < width; i++) { +// array[i].AddLocalCost(cost_at_i) +// } +// DPPoint* best_end = DPPoint::Solve(..., array); +// while (best_end != NULL) { +// int cut_index = best_end - array; +// best_end = best_end->best_prev(); +// } +// delete [] array; +class DPPoint { + public: + // The cost function evaluates the total cost at this (excluding this's + // local_cost) and if it beats this's total_cost, then + // replace the appropriate values in this. + typedef inT64 (DPPoint::*CostFunc)(const DPPoint* prev); + + DPPoint() + : local_cost_(0), total_cost_(MAX_INT32), total_steps_(1), best_prev_(NULL), + n_(0), sig_x_(0), sig_xsq_(0) { + } + + // Solve the dynamic programming problem for the given array of points, with + // the given size and cost function. + // Steps backwards are limited to being between min_step and max_step + // inclusive. + // The return value is the tail of the best path. + static DPPoint* Solve(int min_step, int max_step, bool debug, + CostFunc cost_func, int size, DPPoint* points); + + // A CostFunc that takes the variance of step into account in the cost. + inT64 CostWithVariance(const DPPoint* prev); + + // Accessors. + int total_cost() const { + return total_cost_; + } + int Pathlength() const { + return total_steps_; + } + const DPPoint* best_prev() const { + return best_prev_; + } + void AddLocalCost(int new_cost) { + local_cost_ += new_cost; + } + + private: + // Code common to different cost functions. + + // Update the other members if the cost is lower. + void UpdateIfBetter(inT64 cost, inT32 steps, const DPPoint* prev, + inT32 n, inT32 sig_x, inT64 sig_xsq); + + inT32 local_cost_; // Cost of this point on its own. + inT32 total_cost_; // Sum of all costs in best path to here. + // During cost calculations local_cost is excluded. + inT32 total_steps_; // Number of steps in best path to here. + const DPPoint* best_prev_; // Pointer to prev point in best path from here. + // Information for computing the variance part of the cost. + inT32 n_; // Number of steps in best path to here for variance. + inT32 sig_x_; // Sum of step sizes for computing variance. + inT64 sig_xsq_; // Sum of squares of steps for computing variance. +}; + +} // namespace tesseract. + +#endif // TESSERACT_CCSTRUCT_DPPOINT_H__ + diff --git a/3rdparty/hgOCR/include/ccstruct/fontinfo.cpp b/3rdparty/hgOCR/include/ccstruct/fontinfo.cpp new file mode 100644 index 00000000..536ac280 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/fontinfo.cpp @@ -0,0 +1,262 @@ +/////////////////////////////////////////////////////////////////////// +// File: fontinfo.cpp +// Description: Font information classes abstracted from intproto.h/cpp. +// Author: rays@google.com (Ray Smith) +// Created: Wed May 18 10:39:01 PDT 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "fontinfo.h" +#include "bitvector.h" +#include "unicity_table.h" + +namespace tesseract { + +// Writes to the given file. Returns false in case of error. +bool FontInfo::Serialize(FILE* fp) const { + if (!write_info(fp, *this)) return false; + if (!write_spacing_info(fp, *this)) return false; + return true; +} +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool FontInfo::DeSerialize(bool swap, FILE* fp) { + if (!read_info(fp, this, swap)) return false; + if (!read_spacing_info(fp, this, swap)) return false; + return true; +} + +FontInfoTable::FontInfoTable() { + set_compare_callback(NewPermanentTessCallback(CompareFontInfo)); + set_clear_callback(NewPermanentTessCallback(FontInfoDeleteCallback)); +} + +FontInfoTable::~FontInfoTable() { +} + +// Writes to the given file. Returns false in case of error. +bool FontInfoTable::Serialize(FILE* fp) const { + return this->SerializeClasses(fp); +} +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool FontInfoTable::DeSerialize(bool swap, FILE* fp) { + truncate(0); + return this->DeSerializeClasses(swap, fp); +} + +// Returns true if the given set of fonts includes one with the same +// properties as font_id. +bool FontInfoTable::SetContainsFontProperties( + int font_id, const GenericVector& font_set) const { + uinT32 properties = get(font_id).properties; + for (int f = 0; f < font_set.size(); ++f) { + if (get(font_set[f].fontinfo_id).properties == properties) + return true; + } + return false; +} + +// Returns true if the given set of fonts includes multiple properties. +bool FontInfoTable::SetContainsMultipleFontProperties( + const GenericVector& font_set) const { + if (font_set.empty()) return false; + int first_font = font_set[0].fontinfo_id; + uinT32 properties = get(first_font).properties; + for (int f = 1; f < font_set.size(); ++f) { + if (get(font_set[f].fontinfo_id).properties != properties) + return true; + } + return false; +} + +// Moves any non-empty FontSpacingInfo entries from other to this. +void FontInfoTable::MoveSpacingInfoFrom(FontInfoTable* other) { + set_compare_callback(NewPermanentTessCallback(CompareFontInfo)); + set_clear_callback(NewPermanentTessCallback(FontInfoDeleteCallback)); + for (int i = 0; i < other->size(); ++i) { + GenericVector* spacing_vec = other->get(i).spacing_vec; + if (spacing_vec != NULL) { + int target_index = get_index(other->get(i)); + if (target_index < 0) { + // Bit copy the FontInfo and steal all the pointers. + push_back(other->get(i)); + other->get(i).name = NULL; + } else { + delete [] get(target_index).spacing_vec; + get(target_index).spacing_vec = other->get(i).spacing_vec; + } + other->get(i).spacing_vec = NULL; + } + } +} + +// Moves this to the target unicity table. +void FontInfoTable::MoveTo(UnicityTable* target) { + target->clear(); + target->set_compare_callback(NewPermanentTessCallback(CompareFontInfo)); + target->set_clear_callback(NewPermanentTessCallback(FontInfoDeleteCallback)); + for (int i = 0; i < size(); ++i) { + // Bit copy the FontInfo and steal all the pointers. + target->push_back(get(i)); + get(i).name = NULL; + get(i).spacing_vec = NULL; + } +} + + +// Compare FontInfo structures. +bool CompareFontInfo(const FontInfo& fi1, const FontInfo& fi2) { + // The font properties are required to be the same for two font with the same + // name, so there is no need to test them. + // Consequently, querying the table with only its font name as information is + // enough to retrieve its properties. + return strcmp(fi1.name, fi2.name) == 0; +} +// Compare FontSet structures. +bool CompareFontSet(const FontSet& fs1, const FontSet& fs2) { + if (fs1.size != fs2.size) + return false; + for (int i = 0; i < fs1.size; ++i) { + if (fs1.configs[i] != fs2.configs[i]) + return false; + } + return true; +} + +// Callbacks for GenericVector. +void FontInfoDeleteCallback(FontInfo f) { + if (f.spacing_vec != NULL) { + f.spacing_vec->delete_data_pointers(); + delete f.spacing_vec; + } + delete[] f.name; +} +void FontSetDeleteCallback(FontSet fs) { + delete[] fs.configs; +} + +/*---------------------------------------------------------------------------*/ +// Callbacks used by UnicityTable to read/write FontInfo/FontSet structures. +bool read_info(FILE* f, FontInfo* fi, bool swap) { + inT32 size; + if (fread(&size, sizeof(size), 1, f) != 1) return false; + if (swap) + Reverse32(&size); + char* font_name = new char[size + 1]; + fi->name = font_name; + if (static_cast(fread(font_name, sizeof(*font_name), size, f)) != size) + return false; + font_name[size] = '\0'; + if (fread(&fi->properties, sizeof(fi->properties), 1, f) != 1) return false; + if (swap) + Reverse32(&fi->properties); + return true; +} + +bool write_info(FILE* f, const FontInfo& fi) { + inT32 size = strlen(fi.name); + if (fwrite(&size, sizeof(size), 1, f) != 1) return false; + if (static_cast(fwrite(fi.name, sizeof(*fi.name), size, f)) != size) + return false; + if (fwrite(&fi.properties, sizeof(fi.properties), 1, f) != 1) return false; + return true; +} + +bool read_spacing_info(FILE *f, FontInfo* fi, bool swap) { + inT32 vec_size, kern_size; + if (fread(&vec_size, sizeof(vec_size), 1, f) != 1) return false; + if (swap) Reverse32(&vec_size); + ASSERT_HOST(vec_size >= 0); + if (vec_size == 0) return true; + fi->init_spacing(vec_size); + for (int i = 0; i < vec_size; ++i) { + FontSpacingInfo *fs = new FontSpacingInfo(); + if (fread(&fs->x_gap_before, sizeof(fs->x_gap_before), 1, f) != 1 || + fread(&fs->x_gap_after, sizeof(fs->x_gap_after), 1, f) != 1 || + fread(&kern_size, sizeof(kern_size), 1, f) != 1) { + delete fs; + return false; + } + if (swap) { + ReverseN(&(fs->x_gap_before), sizeof(fs->x_gap_before)); + ReverseN(&(fs->x_gap_after), sizeof(fs->x_gap_after)); + Reverse32(&kern_size); + } + if (kern_size < 0) { // indication of a NULL entry in fi->spacing_vec + delete fs; + continue; + } + if (kern_size > 0 && (!fs->kerned_unichar_ids.DeSerialize(swap, f) || + !fs->kerned_x_gaps.DeSerialize(swap, f))) { + delete fs; + return false; + } + fi->add_spacing(i, fs); + } + return true; +} + +bool write_spacing_info(FILE* f, const FontInfo& fi) { + inT32 vec_size = (fi.spacing_vec == NULL) ? 0 : fi.spacing_vec->size(); + if (fwrite(&vec_size, sizeof(vec_size), 1, f) != 1) return false; + inT16 x_gap_invalid = -1; + for (int i = 0; i < vec_size; ++i) { + FontSpacingInfo *fs = fi.spacing_vec->get(i); + inT32 kern_size = (fs == NULL) ? -1 : fs->kerned_x_gaps.size(); + if (fs == NULL) { + // Valid to have the identical fwrites. Writing invalid x-gaps. + if (fwrite(&(x_gap_invalid), sizeof(x_gap_invalid), 1, f) != 1 || + fwrite(&(x_gap_invalid), sizeof(x_gap_invalid), 1, f) != 1 || + fwrite(&kern_size, sizeof(kern_size), 1, f) != 1) { + return false; + } + } else { + if (fwrite(&(fs->x_gap_before), sizeof(fs->x_gap_before), 1, f) != 1 || + fwrite(&(fs->x_gap_after), sizeof(fs->x_gap_after), 1, f) != 1 || + fwrite(&kern_size, sizeof(kern_size), 1, f) != 1) { + return false; + } + } + if (kern_size > 0 && (!fs->kerned_unichar_ids.Serialize(f) || + !fs->kerned_x_gaps.Serialize(f))) { + return false; + } + } + return true; +} + +bool read_set(FILE* f, FontSet* fs, bool swap) { + if (fread(&fs->size, sizeof(fs->size), 1, f) != 1) return false; + if (swap) + Reverse32(&fs->size); + fs->configs = new int32_t[fs->size]; + for (int i = 0; i < fs->size; ++i) { + if (fread(&fs->configs[i], sizeof(fs->configs[i]), 1, f) != 1) return false; + if (swap) + Reverse32(&fs->configs[i]); + } + return true; +} + +bool write_set(FILE* f, const FontSet& fs) { + if (fwrite(&fs.size, sizeof(fs.size), 1, f) != 1) return false; + for (int i = 0; i < fs.size; ++i) { + if (fwrite(&fs.configs[i], sizeof(fs.configs[i]), 1, f) != 1) return false; + } + return true; +} + +} // namespace tesseract. + diff --git a/3rdparty/hgOCR/include/ccstruct/fontinfo.h b/3rdparty/hgOCR/include/ccstruct/fontinfo.h new file mode 100644 index 00000000..597a179c --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/fontinfo.h @@ -0,0 +1,191 @@ +/////////////////////////////////////////////////////////////////////// +// File: fontinfo.h +// Description: Font information classes abstracted from intproto.h/cpp. +// Author: rays@google.com (Ray Smith) +// Created: Tue May 17 17:08:01 PDT 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + + +#ifndef TESSERACT_CCSTRUCT_FONTINFO_H_ +#define TESSERACT_CCSTRUCT_FONTINFO_H_ + +#include "genericvector.h" +#include "host.h" +#include "unichar.h" + +#include + +template class UnicityTable; + +namespace tesseract { + +class BitVector; + +// Simple struct to hold a font and a score. The scores come from the low-level +// integer matcher, so they are in the uinT16 range. Fonts are an index to +// fontinfo_table. +// These get copied around a lot, so best to keep them small. +struct ScoredFont { + ScoredFont() : fontinfo_id(-1), score(0) {} + ScoredFont(int font_id, uinT16 classifier_score) + : fontinfo_id(font_id), score(classifier_score) {} + + // Index into fontinfo table, but inside the classifier, may be a shapetable + // index. + inT32 fontinfo_id; + // Raw score from the low-level classifier. + uinT16 score; +}; + +// Struct for information about spacing between characters in a particular font. +struct FontSpacingInfo { + inT16 x_gap_before; + inT16 x_gap_after; + GenericVector kerned_unichar_ids; + GenericVector kerned_x_gaps; +}; + +/* + * font_properties contains properties about boldness, italicness, fixed pitch, + * serif, fraktur + */ +struct FontInfo { + FontInfo() : name(NULL), properties(0), universal_id(0), spacing_vec(NULL) {} + ~FontInfo() {} + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + // Reserves unicharset_size spots in spacing_vec. + void init_spacing(int unicharset_size) { + spacing_vec = new GenericVector(); + spacing_vec->init_to_size(unicharset_size, NULL); + } + // Adds the given pointer to FontSpacingInfo to spacing_vec member + // (FontInfo class takes ownership of the pointer). + // Note: init_spacing should be called before calling this function. + void add_spacing(UNICHAR_ID uch_id, FontSpacingInfo *spacing_info) { + ASSERT_HOST(spacing_vec != NULL && spacing_vec->size() > uch_id); + (*spacing_vec)[uch_id] = spacing_info; + } + + // Returns the pointer to FontSpacingInfo for the given UNICHAR_ID. + const FontSpacingInfo *get_spacing(UNICHAR_ID uch_id) const { + return (spacing_vec == NULL || spacing_vec->size() <= uch_id) ? + NULL : (*spacing_vec)[uch_id]; + } + + // Fills spacing with the value of the x gap expected between the two given + // UNICHAR_IDs. Returns true on success. + bool get_spacing(UNICHAR_ID prev_uch_id, + UNICHAR_ID uch_id, + int *spacing) const { + const FontSpacingInfo *prev_fsi = this->get_spacing(prev_uch_id); + const FontSpacingInfo *fsi = this->get_spacing(uch_id); + if (prev_fsi == NULL || fsi == NULL) return false; + int i = 0; + for (; i < prev_fsi->kerned_unichar_ids.size(); ++i) { + if (prev_fsi->kerned_unichar_ids[i] == uch_id) break; + } + if (i < prev_fsi->kerned_unichar_ids.size()) { + *spacing = prev_fsi->kerned_x_gaps[i]; + } else { + *spacing = prev_fsi->x_gap_after + fsi->x_gap_before; + } + return true; + } + + bool is_italic() const { return properties & 1; } + bool is_bold() const { return (properties & 2) != 0; } + bool is_fixed_pitch() const { return (properties & 4) != 0; } + bool is_serif() const { return (properties & 8) != 0; } + bool is_fraktur() const { return (properties & 16) != 0; } + + char* name; + uinT32 properties; + // The universal_id is a field reserved for the initialization process + // to assign a unique id number to all fonts loaded for the current + // combination of languages. This id will then be returned by + // ResultIterator::WordFontAttributes. + inT32 universal_id; + // Horizontal spacing between characters (indexed by UNICHAR_ID). + GenericVector *spacing_vec; +}; + +// Every class (character) owns a FontSet that represents all the fonts that can +// render this character. +// Since almost all the characters from the same script share the same set of +// fonts, the sets are shared over multiple classes (see +// Classify::fontset_table_). Thus, a class only store an id to a set. +// Because some fonts cannot render just one character of a set, there are a +// lot of FontSet that differ only by one font. Rather than storing directly +// the FontInfo in the FontSet structure, it's better to share FontInfos among +// FontSets (Classify::fontinfo_table_). +struct FontSet { + int32_t size; + int32_t* configs; // FontInfo ids +}; + +// Class that adds a bit of functionality on top of GenericVector to +// implement a table of FontInfo that replaces UniCityTable. +// TODO(rays) change all references once all existing traineddata files +// are replaced. +class FontInfoTable : public GenericVector { + public: + FontInfoTable(); + ~FontInfoTable(); + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + // Returns true if the given set of fonts includes one with the same + // properties as font_id. + bool SetContainsFontProperties( + int font_id, const GenericVector& font_set) const; + // Returns true if the given set of fonts includes multiple properties. + bool SetContainsMultipleFontProperties( + const GenericVector& font_set) const; + + // Moves any non-empty FontSpacingInfo entries from other to this. + void MoveSpacingInfoFrom(FontInfoTable* other); + // Moves this to the target unicity table. + void MoveTo(UnicityTable* target); +}; + +// Compare FontInfo structures. +bool CompareFontInfo(const FontInfo& fi1, const FontInfo& fi2); +// Compare FontSet structures. +bool CompareFontSet(const FontSet& fs1, const FontSet& fs2); +// Deletion callbacks for GenericVector. +void FontInfoDeleteCallback(FontInfo f); +void FontSetDeleteCallback(FontSet fs); + +// Callbacks used by UnicityTable to read/write FontInfo/FontSet structures. +bool read_info(FILE* f, FontInfo* fi, bool swap); +bool write_info(FILE* f, const FontInfo& fi); +bool read_spacing_info(FILE *f, FontInfo* fi, bool swap); +bool write_spacing_info(FILE* f, const FontInfo& fi); +bool read_set(FILE* f, FontSet* fs, bool swap); +bool write_set(FILE* f, const FontSet& fs); + +} // namespace tesseract. + +#endif /* THIRD_PARTY_TESSERACT_CCSTRUCT_FONTINFO_H_ */ diff --git a/3rdparty/hgOCR/include/ccstruct/genblob.cpp b/3rdparty/hgOCR/include/ccstruct/genblob.cpp new file mode 100644 index 00000000..03ae60b9 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/genblob.cpp @@ -0,0 +1,38 @@ +/********************************************************************** + * File: genblob.cpp (Formerly gblob.c) + * Description: Generic Blob processing routines + * Author: Phil Cheatle + * Created: Mon Nov 25 10:53:26 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "genblob.h" +#include "stepblob.h" + +/********************************************************************** + * c_blob_comparator() + * + * Blob comparator used to sort a blob list so that blobs are in increasing + * order of left edge. + **********************************************************************/ + +int c_blob_comparator( // sort blobs + const void *blob1p, // ptr to ptr to blob1 + const void *blob2p // ptr to ptr to blob2 + ) { + C_BLOB *blob1 = *(C_BLOB **) blob1p; + C_BLOB *blob2 = *(C_BLOB **) blob2p; + + return blob1->bounding_box ().left () - blob2->bounding_box ().left (); +} diff --git a/3rdparty/hgOCR/include/ccstruct/genblob.h b/3rdparty/hgOCR/include/ccstruct/genblob.h new file mode 100644 index 00000000..2fb55a1a --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/genblob.h @@ -0,0 +1,27 @@ +/********************************************************************** + * File: genblob.h (Formerly gblob.h) + * Description: Generic Blob processing routines + * Author: Phil Cheatle + * Created: Mon Nov 25 10:53:26 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef GENBLOB_H +#define GENBLOB_H + +// Sort function to sort blobs by ascending left edge. +int c_blob_comparator(const void *blob1p, // ptr to ptr to blob1 + const void *blob2p); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/hpdsizes.h b/3rdparty/hgOCR/include/ccstruct/hpdsizes.h new file mode 100644 index 00000000..f4d886a0 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/hpdsizes.h @@ -0,0 +1,17 @@ +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +#ifndef HPDSIZES_H +#define HPDSIZES_H + +#define NUM_TEXT_ATTR 10 +#define NUM_BLOCK_ATTR 7 +#define MAXLENGTH 128 +#define NUM_BACKGROUNDS 8 +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/imagedata.cpp b/3rdparty/hgOCR/include/ccstruct/imagedata.cpp new file mode 100644 index 00000000..7abac133 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/imagedata.cpp @@ -0,0 +1,699 @@ +/////////////////////////////////////////////////////////////////////// +// File: imagedata.h +// Description: Class to hold information about a single multi-page tiff +// training file and its corresponding boxes or text file. +// Author: Ray Smith +// Created: Tue May 28 08:56:06 PST 2013 +// +// (C) Copyright 2013, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +/////////////////////////////////////////////////////////////////////// + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "imagedata.h" + +#include "allheaders.h" +#include "boxread.h" +#include "callcpp.h" +#include "helpers.h" +#include "tprintf.h" + +#if defined(__MINGW32__) +# include +#elif __cplusplus > 199711L // in C++11 +# include +#endif + +// Number of documents to read ahead while training. Doesn't need to be very +// large. +const int kMaxReadAhead = 8; + +namespace tesseract { + +WordFeature::WordFeature() : x_(0), y_(0), dir_(0) { +} + +WordFeature::WordFeature(const FCOORD& fcoord, uinT8 dir) + : x_(IntCastRounded(fcoord.x())), + y_(ClipToRange(IntCastRounded(fcoord.y()), 0, MAX_UINT8)), + dir_(dir) { +} + +// Computes the maximum x and y value in the features. +void WordFeature::ComputeSize(const GenericVector& features, + int* max_x, int* max_y) { + *max_x = 0; + *max_y = 0; + for (int f = 0; f < features.size(); ++f) { + if (features[f].x_ > *max_x) *max_x = features[f].x_; + if (features[f].y_ > *max_y) *max_y = features[f].y_; + } +} + +// Draws the features in the given window. +void WordFeature::Draw(const GenericVector& features, + ScrollView* window) { +#ifndef GRAPHICS_DISABLED + for (int f = 0; f < features.size(); ++f) { + FCOORD pos(features[f].x_, features[f].y_); + FCOORD dir; + dir.from_direction(features[f].dir_); + dir *= 8.0f; + window->SetCursor(IntCastRounded(pos.x() - dir.x()), + IntCastRounded(pos.y() - dir.y())); + window->DrawTo(IntCastRounded(pos.x() + dir.x()), + IntCastRounded(pos.y() + dir.y())); + } +#endif +} + +// Writes to the given file. Returns false in case of error. +bool WordFeature::Serialize(FILE* fp) const { + if (fwrite(&x_, sizeof(x_), 1, fp) != 1) return false; + if (fwrite(&y_, sizeof(y_), 1, fp) != 1) return false; + if (fwrite(&dir_, sizeof(dir_), 1, fp) != 1) return false; + return true; +} +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool WordFeature::DeSerialize(bool swap, FILE* fp) { + if (fread(&x_, sizeof(x_), 1, fp) != 1) return false; + if (swap) ReverseN(&x_, sizeof(x_)); + if (fread(&y_, sizeof(y_), 1, fp) != 1) return false; + if (fread(&dir_, sizeof(dir_), 1, fp) != 1) return false; + return true; +} + +void FloatWordFeature::FromWordFeatures( + const GenericVector& word_features, + GenericVector* float_features) { + for (int i = 0; i < word_features.size(); ++i) { + FloatWordFeature f; + f.x = word_features[i].x(); + f.y = word_features[i].y(); + f.dir = word_features[i].dir(); + f.x_bucket = 0; // Will set it later. + float_features->push_back(f); + } +} + +// Sort function to sort first by x-bucket, then by y. +/* static */ +int FloatWordFeature::SortByXBucket(const void* v1, const void* v2) { + const FloatWordFeature* f1 = reinterpret_cast(v1); + const FloatWordFeature* f2 = reinterpret_cast(v2); + int x_diff = f1->x_bucket - f2->x_bucket; + if (x_diff == 0) return f1->y - f2->y; + return x_diff; +} + +ImageData::ImageData() : page_number_(-1), vertical_text_(false) { +} +// Takes ownership of the pix and destroys it. +ImageData::ImageData(bool vertical, Pix* pix) + : page_number_(0), vertical_text_(vertical) { + SetPix(pix); +} +ImageData::~ImageData() { +} + +// Builds and returns an ImageData from the basic data. Note that imagedata, +// truth_text, and box_text are all the actual file data, NOT filenames. +ImageData* ImageData::Build(const char* name, int page_number, const char* lang, + const char* imagedata, int imagedatasize, + const char* truth_text, const char* box_text) { + ImageData* image_data = new ImageData(); + image_data->imagefilename_ = name; + image_data->page_number_ = page_number; + image_data->language_ = lang; + // Save the imagedata. + image_data->image_data_.resize_no_init(imagedatasize); + memcpy(&image_data->image_data_[0], imagedata, imagedatasize); + if (!image_data->AddBoxes(box_text)) { + if (truth_text == NULL || truth_text[0] == '\0') { + tprintf("Error: No text corresponding to page %d from image %s!\n", + page_number, name); + delete image_data; + return NULL; + } + image_data->transcription_ = truth_text; + // If we have no boxes, the transcription is in the 0th box_texts_. + image_data->box_texts_.push_back(truth_text); + // We will create a box for the whole image on PreScale, to save unpacking + // the image now. + } else if (truth_text != NULL && truth_text[0] != '\0' && + image_data->transcription_ != truth_text) { + // Save the truth text as it is present and disagrees with the box text. + image_data->transcription_ = truth_text; + } + return image_data; +} + +// Writes to the given file. Returns false in case of error. +bool ImageData::Serialize(TFile* fp) const { + if (!imagefilename_.Serialize(fp)) return false; + if (fp->FWrite(&page_number_, sizeof(page_number_), 1) != 1) return false; + if (!image_data_.Serialize(fp)) return false; + if (!transcription_.Serialize(fp)) return false; + // WARNING: Will not work across different endian machines. + if (!boxes_.Serialize(fp)) return false; + if (!box_texts_.SerializeClasses(fp)) return false; + inT8 vertical = vertical_text_; + if (fp->FWrite(&vertical, sizeof(vertical), 1) != 1) return false; + return true; +} + +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool ImageData::DeSerialize(bool swap, TFile* fp) { + if (!imagefilename_.DeSerialize(swap, fp)) return false; + if (fp->FRead(&page_number_, sizeof(page_number_), 1) != 1) return false; + if (swap) ReverseN(&page_number_, sizeof(page_number_)); + if (!image_data_.DeSerialize(swap, fp)) return false; + if (!transcription_.DeSerialize(swap, fp)) return false; + // WARNING: Will not work across different endian machines. + if (!boxes_.DeSerialize(swap, fp)) return false; + if (!box_texts_.DeSerializeClasses(swap, fp)) return false; + inT8 vertical = 0; + if (fp->FRead(&vertical, sizeof(vertical), 1) != 1) return false; + vertical_text_ = vertical != 0; + return true; +} + +// As DeSerialize, but only seeks past the data - hence a static method. +bool ImageData::SkipDeSerialize(bool swap, TFile* fp) { + if (!STRING::SkipDeSerialize(swap, fp)) return false; + inT32 page_number; + if (fp->FRead(&page_number, sizeof(page_number), 1) != 1) return false; + if (!GenericVector::SkipDeSerialize(swap, fp)) return false; + if (!STRING::SkipDeSerialize(swap, fp)) return false; + if (!GenericVector::SkipDeSerialize(swap, fp)) return false; + if (!GenericVector::SkipDeSerializeClasses(swap, fp)) return false; + inT8 vertical = 0; + return fp->FRead(&vertical, sizeof(vertical), 1) == 1; +} + +// Saves the given Pix as a PNG-encoded string and destroys it. +void ImageData::SetPix(Pix* pix) { + SetPixInternal(pix, &image_data_); +} + +// Returns the Pix image for *this. Must be pixDestroyed after use. +Pix* ImageData::GetPix() const { + return GetPixInternal(image_data_); +} + +// Gets anything and everything with a non-NULL pointer, prescaled to a +// given target_height (if 0, then the original image height), and aligned. +// Also returns (if not NULL) the width and height of the scaled image. +// The return value is the scaled Pix, which must be pixDestroyed after use, +// and scale_factor (if not NULL) is set to the scale factor that was applied +// to the image to achieve the target_height. +Pix* ImageData::PreScale(int target_height, int max_height, float* scale_factor, + int* scaled_width, int* scaled_height, + GenericVector* boxes) const { + int input_width = 0; + int input_height = 0; + Pix* src_pix = GetPix(); + ASSERT_HOST(src_pix != NULL); + input_width = pixGetWidth(src_pix); + input_height = pixGetHeight(src_pix); + if (target_height == 0) { + target_height = MIN(input_height, max_height); + } + float im_factor = static_cast(target_height) / input_height; + if (scaled_width != NULL) + *scaled_width = IntCastRounded(im_factor * input_width); + if (scaled_height != NULL) + *scaled_height = target_height; + // Get the scaled image. + Pix* pix = pixScale(src_pix, im_factor, im_factor); + if (pix == NULL) { + tprintf("Scaling pix of size %d, %d by factor %g made null pix!!\n", + input_width, input_height, im_factor); + } + if (scaled_width != NULL) *scaled_width = pixGetWidth(pix); + if (scaled_height != NULL) *scaled_height = pixGetHeight(pix); + pixDestroy(&src_pix); + if (boxes != NULL) { + // Get the boxes. + boxes->truncate(0); + for (int b = 0; b < boxes_.size(); ++b) { + TBOX box = boxes_[b]; + box.scale(im_factor); + boxes->push_back(box); + } + if (boxes->empty()) { + // Make a single box for the whole image. + TBOX box(0, 0, im_factor * input_width, target_height); + boxes->push_back(box); + } + } + if (scale_factor != NULL) *scale_factor = im_factor; + return pix; +} + +int ImageData::MemoryUsed() const { + return image_data_.size(); +} + +// Draws the data in a new window. +void ImageData::Display() const { +#ifndef GRAPHICS_DISABLED + const int kTextSize = 64; + // Draw the image. + Pix* pix = GetPix(); + if (pix == NULL) return; + int width = pixGetWidth(pix); + int height = pixGetHeight(pix); + ScrollView* win = new ScrollView("Imagedata", 100, 100, + 2 * (width + 2 * kTextSize), + 2 * (height + 4 * kTextSize), + width + 10, height + 3 * kTextSize, true); + win->Image(pix, 0, height - 1); + pixDestroy(&pix); + // Draw the boxes. + win->Pen(ScrollView::RED); + win->Brush(ScrollView::NONE); + int text_size = kTextSize; + if (!boxes_.empty() && boxes_[0].height() * 2 < text_size) + text_size = boxes_[0].height() * 2; + win->TextAttributes("Arial", text_size, false, false, false); + if (!boxes_.empty()) { + for (int b = 0; b < boxes_.size(); ++b) { + boxes_[b].plot(win); + win->Text(boxes_[b].left(), height + kTextSize, box_texts_[b].string()); + } + } else { + // The full transcription. + win->Pen(ScrollView::CYAN); + win->Text(0, height + kTextSize * 2, transcription_.string()); + } + win->Update(); + window_wait(win); +#endif +} + +// Adds the supplied boxes and transcriptions that correspond to the correct +// page number. +void ImageData::AddBoxes(const GenericVector& boxes, + const GenericVector& texts, + const GenericVector& box_pages) { + // Copy the boxes and make the transcription. + for (int i = 0; i < box_pages.size(); ++i) { + if (page_number_ >= 0 && box_pages[i] != page_number_) continue; + transcription_ += texts[i]; + boxes_.push_back(boxes[i]); + box_texts_.push_back(texts[i]); + } +} + +// Saves the given Pix as a PNG-encoded string and destroys it. +void ImageData::SetPixInternal(Pix* pix, GenericVector* image_data) { + l_uint8* data; + size_t size; + pixWriteMem(&data, &size, pix, IFF_PNG); + pixDestroy(&pix); + image_data->resize_no_init(size); + memcpy(&(*image_data)[0], data, size); + free(data); +} + +// Returns the Pix image for the image_data. Must be pixDestroyed after use. +Pix* ImageData::GetPixInternal(const GenericVector& image_data) { + Pix* pix = NULL; + if (!image_data.empty()) { + // Convert the array to an image. + const unsigned char* u_data = + reinterpret_cast(&image_data[0]); + pix = pixReadMem(u_data, image_data.size()); + } + return pix; +} + +// Parses the text string as a box file and adds any discovered boxes that +// match the page number. Returns false on error. +bool ImageData::AddBoxes(const char* box_text) { + if (box_text != NULL && box_text[0] != '\0') { + GenericVector boxes; + GenericVector texts; + GenericVector box_pages; + if (ReadMemBoxes(page_number_, false, box_text, &boxes, + &texts, NULL, &box_pages)) { + AddBoxes(boxes, texts, box_pages); + return true; + } else { + tprintf("Error: No boxes for page %d from image %s!\n", + page_number_, imagefilename_.string()); + } + } + return false; +} + +// Thread function to call ReCachePages. +void* ReCachePagesFunc(void* data) { + DocumentData* document_data = reinterpret_cast(data); + document_data->ReCachePages(); + return NULL; +} + +DocumentData::DocumentData(const STRING& name) + : document_name_(name), + pages_offset_(-1), + total_pages_(-1), + memory_used_(0), + max_memory_(0), + reader_(NULL) {} + +DocumentData::~DocumentData() { + SVAutoLock lock_p(&pages_mutex_); + SVAutoLock lock_g(&general_mutex_); +} + +// Reads all the pages in the given lstmf filename to the cache. The reader +// is used to read the file. +bool DocumentData::LoadDocument(const char* filename, const char* lang, + int start_page, inT64 max_memory, + FileReader reader) { + SetDocument(filename, lang, max_memory, reader); + pages_offset_ = start_page; + return ReCachePages(); +} + +// Sets up the document, without actually loading it. +void DocumentData::SetDocument(const char* filename, const char* lang, + inT64 max_memory, FileReader reader) { + SVAutoLock lock_p(&pages_mutex_); + SVAutoLock lock(&general_mutex_); + document_name_ = filename; + lang_ = lang; + pages_offset_ = -1; + max_memory_ = max_memory; + reader_ = reader; +} + +// Writes all the pages to the given filename. Returns false on error. +bool DocumentData::SaveDocument(const char* filename, FileWriter writer) { + SVAutoLock lock(&pages_mutex_); + TFile fp; + fp.OpenWrite(NULL); + if (!pages_.Serialize(&fp) || !fp.CloseWrite(filename, writer)) { + tprintf("Serialize failed: %s\n", filename); + return false; + } + return true; +} +bool DocumentData::SaveToBuffer(GenericVector* buffer) { + SVAutoLock lock(&pages_mutex_); + TFile fp; + fp.OpenWrite(buffer); + return pages_.Serialize(&fp); +} + +// Adds the given page data to this document, counting up memory. +void DocumentData::AddPageToDocument(ImageData* page) { + SVAutoLock lock(&pages_mutex_); + pages_.push_back(page); + set_memory_used(memory_used() + page->MemoryUsed()); +} + +// If the given index is not currently loaded, loads it using a separate +// thread. +void DocumentData::LoadPageInBackground(int index) { + ImageData* page = NULL; + if (IsPageAvailable(index, &page)) return; + SVAutoLock lock(&pages_mutex_); + if (pages_offset_ == index) return; + pages_offset_ = index; + pages_.clear(); + #ifndef GRAPHICS_DISABLED + SVSync::StartThread(ReCachePagesFunc, this); + #endif // GRAPHICS_DISABLED +} + +// Returns a pointer to the page with the given index, modulo the total +// number of pages. Blocks until the background load is completed. +const ImageData* DocumentData::GetPage(int index) { + ImageData* page = NULL; + while (!IsPageAvailable(index, &page)) { + // If there is no background load scheduled, schedule one now. + pages_mutex_.Lock(); + bool needs_loading = pages_offset_ != index; + pages_mutex_.Unlock(); + if (needs_loading) LoadPageInBackground(index); + // We can't directly load the page, or the background load will delete it + // while the caller is using it, so give it a chance to work. +#if __cplusplus > 199711L && !defined(__MINGW32__) + std::this_thread::sleep_for(std::chrono::seconds(1)); +#elif _WIN32 // MSVS + Sleep(1000); +#else + sleep(1); +#endif + } + return page; +} + +// Returns true if the requested page is available, and provides a pointer, +// which may be NULL if the document is empty. May block, even though it +// doesn't guarantee to return true. +bool DocumentData::IsPageAvailable(int index, ImageData** page) { + SVAutoLock lock(&pages_mutex_); + int num_pages = NumPages(); + if (num_pages == 0 || index < 0) { + *page = NULL; // Empty Document. + return true; + } + if (num_pages > 0) { + index = Modulo(index, num_pages); + if (pages_offset_ <= index && index < pages_offset_ + pages_.size()) { + *page = pages_[index - pages_offset_]; // Page is available already. + return true; + } + } + return false; +} + +// Removes all pages from memory and frees the memory, but does not forget +// the document metadata. +inT64 DocumentData::UnCache() { + SVAutoLock lock(&pages_mutex_); + inT64 memory_saved = memory_used(); + pages_.clear(); + pages_offset_ = -1; + set_total_pages(-1); + set_memory_used(0); + tprintf("Unloaded document %s, saving %d memory\n", document_name_.string(), + memory_saved); + return memory_saved; +} + +// Locks the pages_mutex_ and Loads as many pages can fit in max_memory_ +// starting at index pages_offset_. +bool DocumentData::ReCachePages() { + SVAutoLock lock(&pages_mutex_); + // Read the file. + set_total_pages(0); + set_memory_used(0); + int loaded_pages = 0; + pages_.truncate(0); + TFile fp; + if (!fp.Open(document_name_, reader_) || + !PointerVector::DeSerializeSize(false, &fp, &loaded_pages) || + loaded_pages <= 0) { + tprintf("Deserialize header failed: %s\n", document_name_.string()); + return false; + } + pages_offset_ %= loaded_pages; + // Skip pages before the first one we want, and load the rest until max + // memory and skip the rest after that. + int page; + for (page = 0; page < loaded_pages; ++page) { + if (page < pages_offset_ || + (max_memory_ > 0 && memory_used() > max_memory_)) { + if (!PointerVector::DeSerializeSkip(false, &fp)) break; + } else { + if (!pages_.DeSerializeElement(false, &fp)) break; + ImageData* image_data = pages_.back(); + if (image_data->imagefilename().length() == 0) { + image_data->set_imagefilename(document_name_); + image_data->set_page_number(page); + } + image_data->set_language(lang_); + set_memory_used(memory_used() + image_data->MemoryUsed()); + } + } + if (page < loaded_pages) { + tprintf("Deserialize failed: %s read %d/%d pages\n", + document_name_.string(), page, loaded_pages); + pages_.truncate(0); + } else { + tprintf("Loaded %d/%d pages (%d-%d) of document %s\n", pages_.size(), + loaded_pages, pages_offset_, pages_offset_ + pages_.size(), + document_name_.string()); + } + set_total_pages(loaded_pages); + return !pages_.empty(); +} + +// A collection of DocumentData that knows roughly how much memory it is using. +DocumentCache::DocumentCache(inT64 max_memory) + : num_pages_per_doc_(0), max_memory_(max_memory) {} +DocumentCache::~DocumentCache() {} + +// Adds all the documents in the list of filenames, counting memory. +// The reader is used to read the files. +bool DocumentCache::LoadDocuments(const GenericVector& filenames, + const char* lang, + CachingStrategy cache_strategy, + FileReader reader) { + cache_strategy_ = cache_strategy; + inT64 fair_share_memory = 0; + // In the round-robin case, each DocumentData handles restricting its content + // to its fair share of memory. In the sequential case, DocumentCache + // determines which DocumentDatas are held entirely in memory. + if (cache_strategy_ == CS_ROUND_ROBIN) + fair_share_memory = max_memory_ / filenames.size(); + for (int arg = 0; arg < filenames.size(); ++arg) { + STRING filename = filenames[arg]; + DocumentData* document = new DocumentData(filename); + document->SetDocument(filename.string(), lang, fair_share_memory, reader); + AddToCache(document); + } + if (!documents_.empty()) { + // Try to get the first page now to verify the list of filenames. + if (GetPageBySerial(0) != NULL) return true; + tprintf("Load of page 0 failed!\n"); + } + return false; +} + +// Adds document to the cache. +bool DocumentCache::AddToCache(DocumentData* data) { + inT64 new_memory = data->memory_used(); + documents_.push_back(data); + return true; +} + +// Finds and returns a document by name. +DocumentData* DocumentCache::FindDocument(const STRING& document_name) const { + for (int i = 0; i < documents_.size(); ++i) { + if (documents_[i]->document_name() == document_name) + return documents_[i]; + } + return NULL; +} + +// Returns the total number of pages in an epoch. For CS_ROUND_ROBIN cache +// strategy, could take a long time. +int DocumentCache::TotalPages() { + if (cache_strategy_ == CS_SEQUENTIAL) { + // In sequential mode, we assume each doc has the same number of pages + // whether it is true or not. + if (num_pages_per_doc_ == 0) GetPageSequential(0); + return num_pages_per_doc_ * documents_.size(); + } + int total_pages = 0; + int num_docs = documents_.size(); + for (int d = 0; d < num_docs; ++d) { + // We have to load a page to make NumPages() valid. + documents_[d]->GetPage(0); + total_pages += documents_[d]->NumPages(); + } + return total_pages; +} + +// Returns a page by serial number, selecting them in a round-robin fashion +// from all the documents. Highly disk-intensive, but doesn't need samples +// to be shuffled between files to begin with. +const ImageData* DocumentCache::GetPageRoundRobin(int serial) { + int num_docs = documents_.size(); + int doc_index = serial % num_docs; + const ImageData* doc = documents_[doc_index]->GetPage(serial / num_docs); + for (int offset = 1; offset <= kMaxReadAhead && offset < num_docs; ++offset) { + doc_index = (serial + offset) % num_docs; + int page = (serial + offset) / num_docs; + documents_[doc_index]->LoadPageInBackground(page); + } + return doc; +} + +// Returns a page by serial number, selecting them in sequence from each file. +// Requires the samples to be shuffled between the files to give a random or +// uniform distribution of data. Less disk-intensive than GetPageRoundRobin. +const ImageData* DocumentCache::GetPageSequential(int serial) { + int num_docs = documents_.size(); + ASSERT_HOST(num_docs > 0); + if (num_pages_per_doc_ == 0) { + // Use the pages in the first doc as the number of pages in each doc. + documents_[0]->GetPage(0); + num_pages_per_doc_ = documents_[0]->NumPages(); + if (num_pages_per_doc_ == 0) { + tprintf("First document cannot be empty!!\n"); + ASSERT_HOST(num_pages_per_doc_ > 0); + } + // Get rid of zero now if we don't need it. + if (serial / num_pages_per_doc_ % num_docs > 0) documents_[0]->UnCache(); + } + int doc_index = serial / num_pages_per_doc_ % num_docs; + const ImageData* doc = + documents_[doc_index]->GetPage(serial % num_pages_per_doc_); + // Count up total memory. Background loading makes it more complicated to + // keep a running count. + inT64 total_memory = 0; + for (int d = 0; d < num_docs; ++d) { + total_memory += documents_[d]->memory_used(); + } + if (total_memory >= max_memory_) { + // Find something to un-cache. + // If there are more than 3 in front, then serial is from the back reader + // of a pair of readers. If we un-cache from in-front-2 to 2-ahead, then + // we create a hole between them and then un-caching the backmost occupied + // will work for both. + int num_in_front = CountNeighbourDocs(doc_index, 1); + for (int offset = num_in_front - 2; + offset > 1 && total_memory >= max_memory_; --offset) { + int next_index = (doc_index + offset) % num_docs; + total_memory -= documents_[next_index]->UnCache(); + } + // If that didn't work, the best solution is to un-cache from the back. If + // we take away the document that a 2nd reader is using, it will put it + // back and make a hole between. + int num_behind = CountNeighbourDocs(doc_index, -1); + for (int offset = num_behind; offset < 0 && total_memory >= max_memory_; + ++offset) { + int next_index = (doc_index + offset + num_docs) % num_docs; + total_memory -= documents_[next_index]->UnCache(); + } + } + int next_index = (doc_index + 1) % num_docs; + if (!documents_[next_index]->IsCached() && total_memory < max_memory_) { + documents_[next_index]->LoadPageInBackground(0); + } + return doc; +} + +// Helper counts the number of adjacent cached neighbours of index looking in +// direction dir, ie index+dir, index+2*dir etc. +int DocumentCache::CountNeighbourDocs(int index, int dir) { + int num_docs = documents_.size(); + for (int offset = dir; abs(offset) < num_docs; offset += dir) { + int offset_index = (index + offset + num_docs) % num_docs; + if (!documents_[offset_index]->IsCached()) return offset - dir; + } + return num_docs; +} + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccstruct/imagedata.h b/3rdparty/hgOCR/include/ccstruct/imagedata.h new file mode 100644 index 00000000..ae672293 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/imagedata.h @@ -0,0 +1,379 @@ +/////////////////////////////////////////////////////////////////////// +// File: imagedata.h +// Description: Class to hold information about a single image and its +// corresponding boxes or text file. +// Author: Ray Smith +// Created: Mon Jul 22 14:17:06 PDT 2013 +// +// (C) Copyright 2013, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_IMAGE_IMAGEDATA_H_ +#define TESSERACT_IMAGE_IMAGEDATA_H_ + + +#include "genericvector.h" +#include "normalis.h" +#include "rect.h" +#include "strngs.h" +#include "svutil.h" + +struct Pix; + +namespace tesseract { + +// Amount of padding to apply in output pixels in feature mode. +const int kFeaturePadding = 2; +// Number of pixels to pad around text boxes. +const int kImagePadding = 4; + +// Enum to determine the caching and data sequencing strategy. +enum CachingStrategy { + // Reads all of one file before moving on to the next. Requires samples to be + // shuffled across files. Uses the count of samples in the first file as + // the count in all the files to achieve high-speed random access. As a + // consequence, if subsequent files are smaller, they get entries used more + // than once, and if subsequent files are larger, some entries are not used. + // Best for larger data sets that don't fit in memory. + CS_SEQUENTIAL, + // Reads one sample from each file in rotation. Does not require shuffled + // samples, but is extremely disk-intensive. Samples in smaller files also + // get used more often than samples in larger files. + // Best for smaller data sets that mostly fit in memory. + CS_ROUND_ROBIN, +}; + +class WordFeature { + public: + WordFeature(); + WordFeature(const FCOORD& fcoord, uinT8 dir); + + // Computes the maximum x and y value in the features. + static void ComputeSize(const GenericVector& features, + int* max_x, int* max_y); + // Draws the features in the given window. + static void Draw(const GenericVector& features, + ScrollView* window); + + // Accessors. + int x() const { return x_; } + int y() const { return y_; } + int dir() const { return dir_; } + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + private: + inT16 x_; + uinT8 y_; + uinT8 dir_; +}; + +// A floating-point version of WordFeature, used as an intermediate during +// scaling. +struct FloatWordFeature { + static void FromWordFeatures(const GenericVector& word_features, + GenericVector* float_features); + // Sort function to sort first by x-bucket, then by y. + static int SortByXBucket(const void*, const void*); + + float x; + float y; + float dir; + int x_bucket; +}; + +// Class to hold information on a single image: +// Filename, cached image as a Pix*, character boxes, text transcription. +// The text transcription is the ground truth UTF-8 text for the image. +// Character boxes are optional and indicate the desired segmentation of +// the text into recognition units. +class ImageData { + public: + ImageData(); + // Takes ownership of the pix. + ImageData(bool vertical, Pix* pix); + ~ImageData(); + + // Builds and returns an ImageData from the basic data. Note that imagedata, + // truth_text, and box_text are all the actual file data, NOT filenames. + static ImageData* Build(const char* name, int page_number, const char* lang, + const char* imagedata, int imagedatasize, + const char* truth_text, const char* box_text); + + // Writes to the given file. Returns false in case of error. + bool Serialize(TFile* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, TFile* fp); + // As DeSerialize, but only seeks past the data - hence a static method. + static bool SkipDeSerialize(bool swap, tesseract::TFile* fp); + + // Other accessors. + const STRING& imagefilename() const { + return imagefilename_; + } + void set_imagefilename(const STRING& name) { + imagefilename_ = name; + } + int page_number() const { + return page_number_; + } + void set_page_number(int num) { + page_number_ = num; + } + const GenericVector& image_data() const { + return image_data_; + } + const STRING& language() const { + return language_; + } + void set_language(const STRING& lang) { + language_ = lang; + } + const STRING& transcription() const { + return transcription_; + } + const GenericVector& boxes() const { + return boxes_; + } + const GenericVector& box_texts() const { + return box_texts_; + } + const STRING& box_text(int index) const { + return box_texts_[index]; + } + // Saves the given Pix as a PNG-encoded string and destroys it. + void SetPix(Pix* pix); + // Returns the Pix image for *this. Must be pixDestroyed after use. + Pix* GetPix() const; + // Gets anything and everything with a non-NULL pointer, prescaled to a + // given target_height (if 0, then the original image height), and aligned. + // Also returns (if not NULL) the width and height of the scaled image. + // The return value is the scaled Pix, which must be pixDestroyed after use, + // and scale_factor (if not NULL) is set to the scale factor that was applied + // to the image to achieve the target_height. + Pix* PreScale(int target_height, int max_height, float* scale_factor, + int* scaled_width, int* scaled_height, + GenericVector* boxes) const; + + int MemoryUsed() const; + + // Draws the data in a new window. + void Display() const; + + // Adds the supplied boxes and transcriptions that correspond to the correct + // page number. + void AddBoxes(const GenericVector& boxes, + const GenericVector& texts, + const GenericVector& box_pages); + + private: + // Saves the given Pix as a PNG-encoded string and destroys it. + static void SetPixInternal(Pix* pix, GenericVector* image_data); + // Returns the Pix image for the image_data. Must be pixDestroyed after use. + static Pix* GetPixInternal(const GenericVector& image_data); + // Parses the text string as a box file and adds any discovered boxes that + // match the page number. Returns false on error. + bool AddBoxes(const char* box_text); + + private: + STRING imagefilename_; // File to read image from. + inT32 page_number_; // Page number if multi-page tif or -1. + GenericVector image_data_; // PNG file data. + STRING language_; // Language code for image. + STRING transcription_; // UTF-8 ground truth of image. + GenericVector boxes_; // If non-empty boxes of the image. + GenericVector box_texts_; // String for text in each box. + bool vertical_text_; // Image has been rotated from vertical. +}; + +// A collection of ImageData that knows roughly how much memory it is using. +class DocumentData { + friend void* ReCachePagesFunc(void* data); + + public: + explicit DocumentData(const STRING& name); + ~DocumentData(); + + // Reads all the pages in the given lstmf filename to the cache. The reader + // is used to read the file. + bool LoadDocument(const char* filename, const char* lang, int start_page, + inT64 max_memory, FileReader reader); + // Sets up the document, without actually loading it. + void SetDocument(const char* filename, const char* lang, inT64 max_memory, + FileReader reader); + // Writes all the pages to the given filename. Returns false on error. + bool SaveDocument(const char* filename, FileWriter writer); + bool SaveToBuffer(GenericVector* buffer); + + // Adds the given page data to this document, counting up memory. + void AddPageToDocument(ImageData* page); + + const STRING& document_name() const { + SVAutoLock lock(&general_mutex_); + return document_name_; + } + int NumPages() const { + SVAutoLock lock(&general_mutex_); + return total_pages_; + } + inT64 memory_used() const { + SVAutoLock lock(&general_mutex_); + return memory_used_; + } + // If the given index is not currently loaded, loads it using a separate + // thread. Note: there are 4 cases: + // Document uncached: IsCached() returns false, total_pages_ < 0. + // Required page is available: IsPageAvailable returns true. In this case, + // total_pages_ > 0 and + // pages_offset_ <= index%total_pages_ <= pages_offset_+pages_.size() + // Pages are loaded, but the required one is not. + // The requested page is being loaded by LoadPageInBackground. In this case, + // index == pages_offset_. Once the loading starts, the pages lock is held + // until it completes, at which point IsPageAvailable will unblock and return + // true. + void LoadPageInBackground(int index); + // Returns a pointer to the page with the given index, modulo the total + // number of pages. Blocks until the background load is completed. + const ImageData* GetPage(int index); + // Returns true if the requested page is available, and provides a pointer, + // which may be NULL if the document is empty. May block, even though it + // doesn't guarantee to return true. + bool IsPageAvailable(int index, ImageData** page); + // Takes ownership of the given page index. The page is made NULL in *this. + ImageData* TakePage(int index) { + SVAutoLock lock(&pages_mutex_); + ImageData* page = pages_[index]; + pages_[index] = NULL; + return page; + } + // Returns true if the document is currently loaded or in the process of + // loading. + bool IsCached() const { return NumPages() >= 0; } + // Removes all pages from memory and frees the memory, but does not forget + // the document metadata. Returns the memory saved. + inT64 UnCache(); + + private: + // Sets the value of total_pages_ behind a mutex. + void set_total_pages(int total) { + SVAutoLock lock(&general_mutex_); + total_pages_ = total; + } + void set_memory_used(inT64 memory_used) { + SVAutoLock lock(&general_mutex_); + memory_used_ = memory_used; + } + // Locks the pages_mutex_ and Loads as many pages can fit in max_memory_ + // starting at index pages_offset_. + bool ReCachePages(); + + private: + // A name for this document. + STRING document_name_; + // The language of this document. + STRING lang_; + // A group of pages that corresponds in some loose way to a document. + PointerVector pages_; + // Page number of the first index in pages_. + int pages_offset_; + // Total number of pages in document (may exceed size of pages_.) + int total_pages_; + // Total of all pix sizes in the document. + inT64 memory_used_; + // Max memory to use at any time. + inT64 max_memory_; + // Saved reader from LoadDocument to allow re-caching. + FileReader reader_; + // Mutex that protects pages_ and pages_offset_ against multiple parallel + // loads, and provides a wait for page. + SVMutex pages_mutex_; + // Mutex that protects other data members that callers want to access without + // waiting for a load operation. + mutable SVMutex general_mutex_; +}; + +// A collection of DocumentData that knows roughly how much memory it is using. +// Note that while it supports background read-ahead, it assumes that a single +// thread is accessing documents, ie it is not safe for multiple threads to +// access different documents in parallel, as one may de-cache the other's +// content. +class DocumentCache { + public: + explicit DocumentCache(inT64 max_memory); + ~DocumentCache(); + + // Deletes all existing documents from the cache. + void Clear() { + documents_.clear(); + num_pages_per_doc_ = 0; + } + // Adds all the documents in the list of filenames, counting memory. + // The reader is used to read the files. + bool LoadDocuments(const GenericVector& filenames, const char* lang, + CachingStrategy cache_strategy, FileReader reader); + + // Adds document to the cache. + bool AddToCache(DocumentData* data); + + // Finds and returns a document by name. + DocumentData* FindDocument(const STRING& document_name) const; + + // Returns a page by serial number using the current cache_strategy_ to + // determine the mapping from serial number to page. + const ImageData* GetPageBySerial(int serial) { + if (cache_strategy_ == CS_SEQUENTIAL) + return GetPageSequential(serial); + else + return GetPageRoundRobin(serial); + } + + const PointerVector& documents() const { + return documents_; + } + // Returns the total number of pages in an epoch. For CS_ROUND_ROBIN cache + // strategy, could take a long time. + int TotalPages(); + + private: + // Returns a page by serial number, selecting them in a round-robin fashion + // from all the documents. Highly disk-intensive, but doesn't need samples + // to be shuffled between files to begin with. + const ImageData* GetPageRoundRobin(int serial); + // Returns a page by serial number, selecting them in sequence from each file. + // Requires the samples to be shuffled between the files to give a random or + // uniform distribution of data. Less disk-intensive than GetPageRoundRobin. + const ImageData* GetPageSequential(int serial); + + // Helper counts the number of adjacent cached neighbour documents_ of index + // looking in direction dir, ie index+dir, index+2*dir etc. + int CountNeighbourDocs(int index, int dir); + + // A group of pages that corresponds in some loose way to a document. + PointerVector documents_; + // Strategy to use for caching and serializing data samples. + CachingStrategy cache_strategy_; + // Number of pages in the first document, used as a divisor in + // GetPageSequential to determine the document index. + int num_pages_per_doc_; + // Max memory allowed in this cache. + inT64 max_memory_; +}; + +} // namespace tesseract + + +#endif // TESSERACT_IMAGE_IMAGEDATA_H_ diff --git a/3rdparty/hgOCR/include/ccstruct/ipoints.h b/3rdparty/hgOCR/include/ccstruct/ipoints.h new file mode 100644 index 00000000..0be7635d --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ipoints.h @@ -0,0 +1,484 @@ +/********************************************************************** + * File: ipoints.h (Formerly icoords.h) + * Description: Inline functions for coords.h. + * Author: Ray Smith + * Created: Fri Jun 21 15:14:21 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef IPOINTS_H +#define IPOINTS_H + +#include + +/********************************************************************** + * operator! + * + * Rotate an ICOORD 90 degrees anticlockwise. + **********************************************************************/ + +inline ICOORD +operator! ( //rotate 90 deg anti +const ICOORD & src //thing to rotate +) { + ICOORD result; //output + + result.xcoord = -src.ycoord; + result.ycoord = src.xcoord; + return result; +} + + +/********************************************************************** + * operator- + * + * Unary minus of an ICOORD. + **********************************************************************/ + +inline ICOORD +operator- ( //unary minus +const ICOORD & src //thing to minus +) { + ICOORD result; //output + + result.xcoord = -src.xcoord; + result.ycoord = -src.ycoord; + return result; +} + + +/********************************************************************** + * operator+ + * + * Add 2 ICOORDS. + **********************************************************************/ + +inline ICOORD +operator+ ( //sum vectors +const ICOORD & op1, //operands +const ICOORD & op2) { + ICOORD sum; //result + + sum.xcoord = op1.xcoord + op2.xcoord; + sum.ycoord = op1.ycoord + op2.ycoord; + return sum; +} + + +/********************************************************************** + * operator+= + * + * Add 2 ICOORDS. + **********************************************************************/ + +inline ICOORD & +operator+= ( //sum vectors +ICOORD & op1, //operands +const ICOORD & op2) { + op1.xcoord += op2.xcoord; + op1.ycoord += op2.ycoord; + return op1; +} + + +/********************************************************************** + * operator- + * + * Subtract 2 ICOORDS. + **********************************************************************/ + +inline ICOORD +operator- ( //subtract vectors +const ICOORD & op1, //operands +const ICOORD & op2) { + ICOORD sum; //result + + sum.xcoord = op1.xcoord - op2.xcoord; + sum.ycoord = op1.ycoord - op2.ycoord; + return sum; +} + + +/********************************************************************** + * operator-= + * + * Subtract 2 ICOORDS. + **********************************************************************/ + +inline ICOORD & +operator-= ( //sum vectors +ICOORD & op1, //operands +const ICOORD & op2) { + op1.xcoord -= op2.xcoord; + op1.ycoord -= op2.ycoord; + return op1; +} + + +/********************************************************************** + * operator% + * + * Scalar product of 2 ICOORDS. + **********************************************************************/ + +inline inT32 +operator% ( //scalar product +const ICOORD & op1, //operands +const ICOORD & op2) { + return op1.xcoord * op2.xcoord + op1.ycoord * op2.ycoord; +} + + +/********************************************************************** + * operator* + * + * Cross product of 2 ICOORDS. + **********************************************************************/ + +inline inT32 operator *( //cross product + const ICOORD &op1, //operands + const ICOORD &op2) { + return op1.xcoord * op2.ycoord - op1.ycoord * op2.xcoord; +} + + +/********************************************************************** + * operator* + * + * Scalar multiply of an ICOORD. + **********************************************************************/ + +inline ICOORD operator *( //scalar multiply + const ICOORD &op1, //operands + inT16 scale) { + ICOORD result; //output + + result.xcoord = op1.xcoord * scale; + result.ycoord = op1.ycoord * scale; + return result; +} + + +inline ICOORD operator *( //scalar multiply + inT16 scale, + const ICOORD &op1 //operands + ) { + ICOORD result; //output + + result.xcoord = op1.xcoord * scale; + result.ycoord = op1.ycoord * scale; + return result; +} + + +/********************************************************************** + * operator*= + * + * Scalar multiply of an ICOORD. + **********************************************************************/ + +inline ICOORD & +operator*= ( //scalar multiply +ICOORD & op1, //operands +inT16 scale) { + op1.xcoord *= scale; + op1.ycoord *= scale; + return op1; +} + + +/********************************************************************** + * operator/ + * + * Scalar divide of an ICOORD. + **********************************************************************/ + +inline ICOORD +operator/ ( //scalar divide +const ICOORD & op1, //operands +inT16 scale) { + ICOORD result; //output + + result.xcoord = op1.xcoord / scale; + result.ycoord = op1.ycoord / scale; + return result; +} + + +/********************************************************************** + * operator/= + * + * Scalar divide of an ICOORD. + **********************************************************************/ + +inline ICOORD & +operator/= ( //scalar divide +ICOORD & op1, //operands +inT16 scale) { + op1.xcoord /= scale; + op1.ycoord /= scale; + return op1; +} + + +/********************************************************************** + * ICOORD::rotate + * + * Rotate an ICOORD by the given (normalized) (cos,sin) vector. + **********************************************************************/ + +inline void ICOORD::rotate( //rotate by vector + const FCOORD& vec) { + inT16 tmp; + + tmp = (inT16) floor (xcoord * vec.x () - ycoord * vec.y () + 0.5); + ycoord = (inT16) floor (ycoord * vec.x () + xcoord * vec.y () + 0.5); + xcoord = tmp; +} + + +/********************************************************************** + * operator! + * + * Rotate an FCOORD 90 degrees anticlockwise. + **********************************************************************/ + +inline FCOORD +operator! ( //rotate 90 deg anti +const FCOORD & src //thing to rotate +) { + FCOORD result; //output + + result.xcoord = -src.ycoord; + result.ycoord = src.xcoord; + return result; +} + + +/********************************************************************** + * operator- + * + * Unary minus of an FCOORD. + **********************************************************************/ + +inline FCOORD +operator- ( //unary minus +const FCOORD & src //thing to minus +) { + FCOORD result; //output + + result.xcoord = -src.xcoord; + result.ycoord = -src.ycoord; + return result; +} + + +/********************************************************************** + * operator+ + * + * Add 2 FCOORDS. + **********************************************************************/ + +inline FCOORD +operator+ ( //sum vectors +const FCOORD & op1, //operands +const FCOORD & op2) { + FCOORD sum; //result + + sum.xcoord = op1.xcoord + op2.xcoord; + sum.ycoord = op1.ycoord + op2.ycoord; + return sum; +} + + +/********************************************************************** + * operator+= + * + * Add 2 FCOORDS. + **********************************************************************/ + +inline FCOORD & +operator+= ( //sum vectors +FCOORD & op1, //operands +const FCOORD & op2) { + op1.xcoord += op2.xcoord; + op1.ycoord += op2.ycoord; + return op1; +} + + +/********************************************************************** + * operator- + * + * Subtract 2 FCOORDS. + **********************************************************************/ + +inline FCOORD +operator- ( //subtract vectors +const FCOORD & op1, //operands +const FCOORD & op2) { + FCOORD sum; //result + + sum.xcoord = op1.xcoord - op2.xcoord; + sum.ycoord = op1.ycoord - op2.ycoord; + return sum; +} + + +/********************************************************************** + * operator-= + * + * Subtract 2 FCOORDS. + **********************************************************************/ + +inline FCOORD & +operator-= ( //sum vectors +FCOORD & op1, //operands +const FCOORD & op2) { + op1.xcoord -= op2.xcoord; + op1.ycoord -= op2.ycoord; + return op1; +} + + +/********************************************************************** + * operator% + * + * Scalar product of 2 FCOORDS. + **********************************************************************/ + +inline float +operator% ( //scalar product +const FCOORD & op1, //operands +const FCOORD & op2) { + return op1.xcoord * op2.xcoord + op1.ycoord * op2.ycoord; +} + + +/********************************************************************** + * operator* + * + * Cross product of 2 FCOORDS. + **********************************************************************/ + +inline float operator *( //cross product + const FCOORD &op1, //operands + const FCOORD &op2) { + return op1.xcoord * op2.ycoord - op1.ycoord * op2.xcoord; +} + + +/********************************************************************** + * operator* + * + * Scalar multiply of an FCOORD. + **********************************************************************/ + +inline FCOORD operator *( //scalar multiply + const FCOORD &op1, //operands + float scale) { + FCOORD result; //output + + result.xcoord = op1.xcoord * scale; + result.ycoord = op1.ycoord * scale; + return result; +} + + +inline FCOORD operator *( //scalar multiply + float scale, + const FCOORD &op1 //operands + ) { + FCOORD result; //output + + result.xcoord = op1.xcoord * scale; + result.ycoord = op1.ycoord * scale; + return result; +} + + +/********************************************************************** + * operator*= + * + * Scalar multiply of an FCOORD. + **********************************************************************/ + +inline FCOORD & +operator*= ( //scalar multiply +FCOORD & op1, //operands +float scale) { + op1.xcoord *= scale; + op1.ycoord *= scale; + return op1; +} + + +/********************************************************************** + * operator/ + * + * Scalar divide of an FCOORD. + **********************************************************************/ + +inline FCOORD +operator/ ( //scalar divide +const FCOORD & op1, //operands +float scale) { + FCOORD result; //output + + if (scale != 0) { + result.xcoord = op1.xcoord / scale; + result.ycoord = op1.ycoord / scale; + } + return result; +} + + +/********************************************************************** + * operator/= + * + * Scalar divide of an FCOORD. + **********************************************************************/ + +inline FCOORD & +operator/= ( //scalar divide +FCOORD & op1, //operands +float scale) { + if (scale != 0) { + op1.xcoord /= scale; + op1.ycoord /= scale; + } + return op1; +} + + +/********************************************************************** + * rotate + * + * Rotate an FCOORD by the given (normalized) (cos,sin) vector. + **********************************************************************/ + +inline void FCOORD::rotate( //rotate by vector + const FCOORD vec) { + float tmp; + + tmp = xcoord * vec.x () - ycoord * vec.y (); + ycoord = ycoord * vec.x () + xcoord * vec.y (); + xcoord = tmp; +} + +inline void FCOORD::unrotate(const FCOORD& vec) { + rotate(FCOORD(vec.x(), -vec.y())); +} + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/linlsq.cpp b/3rdparty/hgOCR/include/ccstruct/linlsq.cpp new file mode 100644 index 00000000..6dffa2da --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/linlsq.cpp @@ -0,0 +1,259 @@ +/********************************************************************** + * File: linlsq.cpp (Formerly llsq.c) + * Description: Linear Least squares fitting code. + * Author: Ray Smith + * Created: Thu Sep 12 08:44:51 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include +#include "errcode.h" +#include "linlsq.h" + +const ERRCODE EMPTY_LLSQ = "Can't delete from an empty LLSQ"; + +/********************************************************************** + * LLSQ::clear + * + * Function to initialize a LLSQ. + **********************************************************************/ + +void LLSQ::clear() { // initialize + total_weight = 0.0; // no elements + sigx = 0.0; // update accumulators + sigy = 0.0; + sigxx = 0.0; + sigxy = 0.0; + sigyy = 0.0; +} + + +/********************************************************************** + * LLSQ::add + * + * Add an element to the accumulator. + **********************************************************************/ + +void LLSQ::add(double x, double y) { // add an element + total_weight++; // count elements + sigx += x; // update accumulators + sigy += y; + sigxx += x * x; + sigxy += x * y; + sigyy += y * y; +} +// Adds an element with a specified weight. +void LLSQ::add(double x, double y, double weight) { + total_weight += weight; + sigx += x * weight; // update accumulators + sigy += y * weight; + sigxx += x * x * weight; + sigxy += x * y * weight; + sigyy += y * y * weight; +} +// Adds a whole LLSQ. +void LLSQ::add(const LLSQ& other) { + total_weight += other.total_weight; + sigx += other.sigx; // update accumulators + sigy += other.sigy; + sigxx += other.sigxx; + sigxy += other.sigxy; + sigyy += other.sigyy; +} + + +/********************************************************************** + * LLSQ::remove + * + * Delete an element from the acculuator. + **********************************************************************/ + +void LLSQ::remove(double x, double y) { // delete an element + if (total_weight <= 0.0) // illegal + EMPTY_LLSQ.error("LLSQ::remove", ABORT, NULL); + total_weight--; // count elements + sigx -= x; // update accumulators + sigy -= y; + sigxx -= x * x; + sigxy -= x * y; + sigyy -= y * y; +} + + +/********************************************************************** + * LLSQ::m + * + * Return the gradient of the line fit. + **********************************************************************/ + +double LLSQ::m() const { // get gradient + double covar = covariance(); + double x_var = x_variance(); + if (x_var != 0.0) + return covar / x_var; + else + return 0.0; // too little +} + + +/********************************************************************** + * LLSQ::c + * + * Return the constant of the line fit. + **********************************************************************/ + +double LLSQ::c(double m) const { // get constant + if (total_weight > 0.0) + return (sigy - m * sigx) / total_weight; + else + return 0; // too little +} + + +/********************************************************************** + * LLSQ::rms + * + * Return the rms error of the fit. + **********************************************************************/ + +double LLSQ::rms(double m, double c) const { // get error + double error; // total error + + if (total_weight > 0) { + error = sigyy + m * (m * sigxx + 2 * (c * sigx - sigxy)) + c * + (total_weight * c - 2 * sigy); + if (error >= 0) + error = sqrt(error / total_weight); // sqrt of mean + else + error = 0; + } else { + error = 0; // too little + } + return error; +} + + +/********************************************************************** + * LLSQ::pearson + * + * Return the pearson product moment correlation coefficient. + **********************************************************************/ + +double LLSQ::pearson() const { // get correlation + double r = 0.0; // Correlation is 0 if insufficent data. + + double covar = covariance(); + if (covar != 0.0) { + double var_product = x_variance() * y_variance(); + if (var_product > 0.0) + r = covar / sqrt(var_product); + } + return r; +} + +// Returns the x,y means as an FCOORD. +FCOORD LLSQ::mean_point() const { + if (total_weight > 0.0) { + return FCOORD(sigx / total_weight, sigy / total_weight); + } else { + return FCOORD(0.0f, 0.0f); + } +} + +// Returns the sqrt of the mean squared error measured perpendicular from the +// line through mean_point() in the direction dir. +// +// Derivation: +// Lemma: Let v and x_i (i=1..N) be a k-dimensional vectors (1xk matrices). +// Let % be dot product and ' be transpose. Note that: +// Sum[i=1..N] (v % x_i)^2 +// = v * [x_1' x_2' ... x_N'] * [x_1' x_2' .. x_N']' * v' +// If x_i have average 0 we have: +// = v * (N * COVARIANCE_MATRIX(X)) * v' +// Expanded for the case that k = 2, where we treat the dimensions +// as x_i and y_i, this is: +// = v * (N * [VAR(X), COV(X,Y); COV(X,Y) VAR(Y)]) * v' +// Now, we are trying to calculate the mean squared error, where v is +// perpendicular to our line of interest: +// Mean squared error +// = E [ (v % (x_i - x_avg))) ^2 ] +// = Sum (v % (x_i - x_avg))^2 / N +// = v * N * [VAR(X) COV(X,Y); COV(X,Y) VAR(Y)] / N * v' +// = v * [VAR(X) COV(X,Y); COV(X,Y) VAR(Y)] * v' +// = code below +double LLSQ::rms_orth(const FCOORD &dir) const { + FCOORD v = !dir; + v.normalise(); + return sqrt(v.x() * v.x() * x_variance() + + 2 * v.x() * v.y() * covariance() + + v.y() * v.y() * y_variance()); +} + +// Returns the direction of the fitted line as a unit vector, using the +// least mean squared perpendicular distance. The line runs through the +// mean_point, i.e. a point p on the line is given by: +// p = mean_point() + lambda * vector_fit() for some real number lambda. +// Note that the result (0<=x<=1, -1<=y<=-1) is directionally ambiguous +// and may be negated without changing its meaning. +// Fitting a line m + 𝜆v to a set of N points Pi = (xi, yi), where +// m is the mean point (𝝁, 𝝂) and +// v is the direction vector (cos𝜃, sin𝜃) +// The perpendicular distance of each Pi from the line is: +// (Pi - m) x v, where x is the scalar cross product. +// Total squared error is thus: +// E = ∑((xi - 𝝁)sin𝜃 - (yi - 𝝂)cos𝜃)² +// = ∑(xi - 𝝁)²sin²𝜃 - 2∑(xi - 𝝁)(yi - 𝝂)sin𝜃 cos𝜃 + ∑(yi - 𝝂)²cos²𝜃 +// = NVar(xi)sin²𝜃 - 2NCovar(xi, yi)sin𝜃 cos𝜃 + NVar(yi)cos²𝜃 (Eq 1) +// where Var(xi) is the variance of xi, +// and Covar(xi, yi) is the covariance of xi, yi. +// Taking the derivative wrt 𝜃 and setting to 0 to obtain the min/max: +// 0 = 2NVar(xi)sin𝜃 cos𝜃 -2NCovar(xi, yi)(cos²𝜃 - sin²𝜃) -2NVar(yi)sin𝜃 cos𝜃 +// => Covar(xi, yi)(cos²𝜃 - sin²𝜃) = (Var(xi) - Var(yi))sin𝜃 cos𝜃 +// Using double angles: +// 2Covar(xi, yi)cos2𝜃 = (Var(xi) - Var(yi))sin2𝜃 (Eq 2) +// So 𝜃 = 0.5 atan2(2Covar(xi, yi), Var(xi) - Var(yi)) (Eq 3) + +// Because it involves 2𝜃 , Eq 2 has 2 solutions 90 degrees apart, but which +// is the min and which is the max? From Eq1: +// E/N = Var(xi)sin²𝜃 - 2Covar(xi, yi)sin𝜃 cos𝜃 + Var(yi)cos²𝜃 +// and 90 degrees away, using sin/cos equivalences: +// E'/N = Var(xi)cos²𝜃 + 2Covar(xi, yi)sin𝜃 cos𝜃 + Var(yi)sin²𝜃 +// The second error is smaller (making it the minimum) iff +// E'/N < E/N ie: +// (Var(xi) - Var(yi))(cos²𝜃 - sin²𝜃) < -4Covar(xi, yi)sin𝜃 cos𝜃 +// Using double angles: +// (Var(xi) - Var(yi))cos2𝜃 < -2Covar(xi, yi)sin2𝜃 (InEq 1) +// But atan2(2Covar(xi, yi), Var(xi) - Var(yi)) picks 2𝜃 such that: +// sgn(cos2𝜃) = sgn(Var(xi) - Var(yi)) and sgn(sin2𝜃) = sgn(Covar(xi, yi)) +// so InEq1 can *never* be true, making the atan2 result *always* the min! +// In the degenerate case, where Covar(xi, yi) = 0 AND Var(xi) = Var(yi), +// the 2 solutions have equal error and the inequality is still false. +// Therefore the solution really is as trivial as Eq 3. + +// This is equivalent to returning the Principal Component in PCA, or the +// eigenvector corresponding to the largest eigenvalue in the covariance +// matrix. However, atan2 is much simpler! The one reference I found that +// uses this formula is http://web.mit.edu/18.06/www/Essays/tlsfit.pdf but +// that is still a much more complex derivation. It seems Pearson had already +// found this simple solution in 1901. +// http://books.google.com/books?id=WXwvAQAAIAAJ&pg=PA559 +FCOORD LLSQ::vector_fit() const { + double x_var = x_variance(); + double y_var = y_variance(); + double covar = covariance(); + double theta = 0.5 * atan2(2.0 * covar, x_var - y_var); + FCOORD result(cos(theta), sin(theta)); + return result; +} diff --git a/3rdparty/hgOCR/include/ccstruct/linlsq.h b/3rdparty/hgOCR/include/ccstruct/linlsq.h new file mode 100644 index 00000000..d1cea80e --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/linlsq.h @@ -0,0 +1,134 @@ +/********************************************************************** + * File: linlsq.h (Formerly llsq.h) + * Description: Linear Least squares fitting code. + * Author: Ray Smith + * Created: Thu Sep 12 08:44:51 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCSTRUCT_LINLSQ_H_ +#define TESSERACT_CCSTRUCT_LINLSQ_H_ + +#include "points.h" +#include "params.h" + +class LLSQ { + public: + LLSQ() { // constructor + clear(); // set to zeros + } + void clear(); // initialize + + // Adds an element with a weight of 1. + void add(double x, double y); + // Adds an element with a specified weight. + void add(double x, double y, double weight); + // Adds a whole LLSQ. + void add(const LLSQ& other); + // Deletes an element with a weight of 1. + void remove(double x, double y); + inT32 count() const { // no of elements + return static_cast(total_weight + 0.5); + } + + double m() const; // get gradient + double c(double m) const; // get constant + double rms(double m, double c) const; // get error + double pearson() const; // get correlation coefficient. + + // Returns the x,y means as an FCOORD. + FCOORD mean_point() const; + + // Returns the average sum of squared perpendicular error from a line + // through mean_point() in the direction dir. + double rms_orth(const FCOORD &dir) const; + + // Returns the direction of the fitted line as a unit vector, using the + // least mean squared perpendicular distance. The line runs through the + // mean_point, i.e. a point p on the line is given by: + // p = mean_point() + lambda * vector_fit() for some real number lambda. + // Note that the result (0<=x<=1, -1<=y<=-1) is directionally ambiguous + // and may be negated without changing its meaning, since a line is only + // unique to a range of pi radians. + // Modernists prefer to think of this as an Eigenvalue problem, but + // Pearson had the simple solution in 1901. + // + // Note that this is equivalent to returning the Principal Component in PCA, + // or the eigenvector corresponding to the largest eigenvalue in the + // covariance matrix. + FCOORD vector_fit() const; + + // Returns the covariance. + double covariance() const { + if (total_weight > 0.0) + return (sigxy - sigx * sigy / total_weight) / total_weight; + else + return 0.0; + } + double x_variance() const { + if (total_weight > 0.0) + return (sigxx - sigx * sigx / total_weight) / total_weight; + else + return 0.0; + } + double y_variance() const { + if (total_weight > 0.0) + return (sigyy - sigy * sigy / total_weight) / total_weight; + else + return 0.0; + } + + private: + double total_weight; // no of elements or sum of weights. + double sigx; // sum of x + double sigy; // sum of y + double sigxx; // sum x squared + double sigxy; // sum of xy + double sigyy; // sum y squared +}; + + +// Returns the median value of the vector, given that the values are +// circular, with the given modulus. Values may be signed or unsigned, +// eg range from -pi to pi (modulus 2pi) or from 0 to 2pi (modulus 2pi). +// NOTE that the array is shuffled, but the time taken is linear. +// An assumption is made that most of the values are spread over no more than +// half the range, but wrap-around is accounted for if the median is near +// the wrap-around point. +// Cannot be a member of GenericVector, as it makes heavy used of LLSQ. +// T must be an integer or float/double type. +template T MedianOfCircularValues(T modulus, GenericVector* v) { + LLSQ stats; + T halfrange = static_cast(modulus / 2); + int num_elements = v->size(); + for (int i = 0; i < num_elements; ++i) { + stats.add((*v)[i], (*v)[i] + halfrange); + } + bool offset_needed = stats.y_variance() < stats.x_variance(); + if (offset_needed) { + for (int i = 0; i < num_elements; ++i) { + (*v)[i] += halfrange; + } + } + int median_index = v->choose_nth_item(num_elements / 2); + if (offset_needed) { + for (int i = 0; i < num_elements; ++i) { + (*v)[i] -= halfrange; + } + } + return (*v)[median_index]; +} + + +#endif // TESSERACT_CCSTRUCT_LINLSQ_H_ diff --git a/3rdparty/hgOCR/include/ccstruct/matrix.cpp b/3rdparty/hgOCR/include/ccstruct/matrix.cpp new file mode 100644 index 00000000..88d2340e --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/matrix.cpp @@ -0,0 +1,159 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: matrix.c (Formerly matrix.c) + * Description: Ratings matrix code. (Used by associator) + * Author: Mark Seaman, OCR Technology + * Created: Wed May 16 13:18:47 1990 + * Modified: Wed Mar 20 09:44:47 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Experimental (Do Not Distribute) + * + * (c) Copyright 1990, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *********************************************************************************/ +/*---------------------------------------------------------------------- + I n c l u d e s +----------------------------------------------------------------------*/ +#include "matrix.h" + +#include "callcpp.h" +#include "ratngs.h" +#include "tprintf.h" +#include "unicharset.h" + +// Returns true if there are any real classification results. +bool MATRIX::Classified(int col, int row, int wildcard_id) const { + if (get(col, row) == NOT_CLASSIFIED) return false; + BLOB_CHOICE_IT b_it(get(col, row)); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + BLOB_CHOICE* choice = b_it.data(); + if (choice->IsClassified()) + return true; + } + return false; +} + +// Expands the existing matrix in-place to make the band wider, without +// losing any existing data. +void MATRIX::IncreaseBandSize(int bandwidth) { + ResizeWithCopy(dimension(), bandwidth); +} + +// Returns a bigger MATRIX with a new column and row in the matrix in order +// to split the blob at the given (ind,ind) diagonal location. +// Entries are relocated to the new MATRIX using the transformation defined +// by MATRIX_COORD::MapForSplit. +// Transfers the pointer data to the new MATRIX and deletes *this. +MATRIX* MATRIX::ConsumeAndMakeBigger(int ind) { + int dim = dimension(); + int band_width = bandwidth(); + // Check to see if bandwidth needs expanding. + for (int col = ind; col >= 0 && col > ind - band_width; --col) { + if (array_[col * band_width + band_width - 1] != empty_) { + ++band_width; + break; + } + } + MATRIX* result = new MATRIX(dim + 1, band_width); + + for (int col = 0; col < dim; ++col) { + for (int row = col; row < dim && row < col + bandwidth(); ++row) { + MATRIX_COORD coord(col, row); + coord.MapForSplit(ind); + BLOB_CHOICE_LIST* choices = get(col, row); + if (choices != NULL) { + // Correct matrix location on each choice. + BLOB_CHOICE_IT bc_it(choices); + for (bc_it.mark_cycle_pt(); !bc_it.cycled_list(); bc_it.forward()) { + BLOB_CHOICE* choice = bc_it.data(); + choice->set_matrix_cell(coord.col, coord.row); + } + ASSERT_HOST(coord.Valid(*result)); + result->put(coord.col, coord.row, choices); + } + } + } + delete this; + return result; +} + +// Makes and returns a deep copy of *this, including all the BLOB_CHOICEs +// on the lists, but not any LanguageModelState that may be attached to the +// BLOB_CHOICEs. +MATRIX* MATRIX::DeepCopy() const { + int dim = dimension(); + int band_width = bandwidth(); + MATRIX* result = new MATRIX(dim, band_width); + for (int col = 0; col < dim; ++col) { + for (int row = col; row < dim && row < col + band_width; ++row) { + BLOB_CHOICE_LIST* choices = get(col, row); + if (choices != NULL) { + BLOB_CHOICE_LIST* copy_choices = new BLOB_CHOICE_LIST; + copy_choices->deep_copy(choices, &BLOB_CHOICE::deep_copy); + result->put(col, row, copy_choices); + } + } + } + return result; +} + +// Print the best guesses out of the match rating matrix. +void MATRIX::print(const UNICHARSET &unicharset) const { + tprintf("Ratings Matrix (top 3 choices)\n"); + int dim = dimension(); + int band_width = bandwidth(); + int row, col; + for (col = 0; col < dim; ++col) { + for (row = col; row < dim && row < col + band_width; ++row) { + BLOB_CHOICE_LIST *rating = this->get(col, row); + if (rating == NOT_CLASSIFIED) continue; + BLOB_CHOICE_IT b_it(rating); + tprintf("col=%d row=%d ", col, row); + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + tprintf("%s rat=%g cert=%g " , + unicharset.id_to_unichar(b_it.data()->unichar_id()), + b_it.data()->rating(), b_it.data()->certainty()); + } + tprintf("\n"); + } + tprintf("\n"); + } + tprintf("\n"); + for (col = 0; col < dim; ++col) tprintf("\t%d", col); + tprintf("\n"); + for (row = 0; row < dim; ++row) { + for (col = 0; col <= row; ++col) { + if (col == 0) tprintf("%d\t", row); + if (row >= col + band_width) { + tprintf(" \t"); + continue; + } + BLOB_CHOICE_LIST *rating = this->get(col, row); + if (rating != NOT_CLASSIFIED) { + BLOB_CHOICE_IT b_it(rating); + int counter = 0; + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + tprintf("%s ", + unicharset.id_to_unichar(b_it.data()->unichar_id())); + ++counter; + if (counter == 3) break; + } + tprintf("\t"); + } else { + tprintf(" \t"); + } + } + tprintf("\n"); + } +} diff --git a/3rdparty/hgOCR/include/ccstruct/matrix.h b/3rdparty/hgOCR/include/ccstruct/matrix.h new file mode 100644 index 00000000..4b5b242a --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/matrix.h @@ -0,0 +1,635 @@ +/* -*-C-*- + ****************************************************************************** + * File: matrix.h (Formerly matrix.h) + * Description: Generic 2-d array/matrix and banded triangular matrix class. + * Author: Ray Smith + * TODO(rays) Separate from ratings matrix, which it also contains: + * + * Descrition: Ratings matrix class (specialization of banded matrix). + * Segmentation search matrix of lists of BLOB_CHOICE. + * Author: Mark Seaman, OCR Technology + * Created: Wed May 16 13:22:06 1990 + * Modified: Tue Mar 19 16:00:20 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Experimental (Do Not Distribute) + * + * (c) Copyright 1990, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *********************************************************************************/ +#ifndef TESSERACT_CCSTRUCT_MATRIX_H__ +#define TESSERACT_CCSTRUCT_MATRIX_H__ + +#include +#include "kdpair.h" +#include "points.h" +#include "serialis.h" +#include "unicharset.h" + +class BLOB_CHOICE; +class BLOB_CHOICE_LIST; + +#define NOT_CLASSIFIED reinterpret_cast(0) + +// A generic class to hold a 2-D matrix with entries of type T, but can also +// act as a base class for other implementations, such as a triangular or +// banded matrix. +template +class GENERIC_2D_ARRAY { + public: + // Initializes the array size, and empty element, but cannot allocate memory + // for the subclasses or initialize because calls to the num_elements + // member will be routed to the base class implementation. Subclasses can + // either pass the memory in, or allocate after by calling Resize(). + GENERIC_2D_ARRAY(int dim1, int dim2, const T& empty, T* array) + : empty_(empty), dim1_(dim1), dim2_(dim2), array_(array) { + size_allocated_ = dim1 * dim2; + } + // Original constructor for a full rectangular matrix DOES allocate memory + // and initialize it to empty. + GENERIC_2D_ARRAY(int dim1, int dim2, const T& empty) + : empty_(empty), dim1_(dim1), dim2_(dim2) { + int new_size = dim1 * dim2; + array_ = new T[new_size]; + size_allocated_ = new_size; + for (int i = 0; i < size_allocated_; ++i) + array_[i] = empty_; + } + // Default constructor for array allocation. Use Resize to set the size. + GENERIC_2D_ARRAY() + : array_(NULL), empty_(static_cast(0)), dim1_(0), dim2_(0), + size_allocated_(0) { + } + GENERIC_2D_ARRAY(const GENERIC_2D_ARRAY& src) + : array_(NULL), empty_(static_cast(0)), dim1_(0), dim2_(0), + size_allocated_(0) { + *this = src; + } + virtual ~GENERIC_2D_ARRAY() { delete[] array_; } + + void operator=(const GENERIC_2D_ARRAY& src) { + ResizeNoInit(src.dim1(), src.dim2()); + memcpy(array_, src.array_, num_elements() * sizeof(array_[0])); + } + + // Reallocate the array to the given size. Does not keep old data, but does + // not initialize the array either. + void ResizeNoInit(int size1, int size2) { + int new_size = size1 * size2; + if (new_size > size_allocated_) { + delete [] array_; + array_ = new T[new_size]; + size_allocated_ = new_size; + } + dim1_ = size1; + dim2_ = size2; + } + + // Reallocate the array to the given size. Does not keep old data. + void Resize(int size1, int size2, const T& empty) { + empty_ = empty; + ResizeNoInit(size1, size2); + Clear(); + } + + // Reallocate the array to the given size, keeping old data. + void ResizeWithCopy(int size1, int size2) { + if (size1 != dim1_ || size2 != dim2_) { + int new_size = size1 * size2; + T* new_array = new T[new_size]; + for (int col = 0; col < size1; ++col) { + for (int row = 0; row < size2; ++row) { + int old_index = col * dim2() + row; + int new_index = col * size2 + row; + if (col < dim1_ && row < dim2_) { + new_array[new_index] = array_[old_index]; + } else { + new_array[new_index] = empty_; + } + } + } + delete[] array_; + array_ = new_array; + dim1_ = size1; + dim2_ = size2; + size_allocated_ = new_size; + } + } + + // Sets all the elements of the array to the empty value. + void Clear() { + int total_size = num_elements(); + for (int i = 0; i < total_size; ++i) + array_[i] = empty_; + } + + // Writes to the given file. Returns false in case of error. + // Only works with bitwise-serializeable types! + bool Serialize(FILE* fp) const { + if (!SerializeSize(fp)) return false; + if (fwrite(&empty_, sizeof(empty_), 1, fp) != 1) return false; + int size = num_elements(); + if (fwrite(array_, sizeof(*array_), size, fp) != size) return false; + return true; + } + bool Serialize(tesseract::TFile* fp) const { + if (!SerializeSize(fp)) return false; + if (fp->FWrite(&empty_, sizeof(empty_), 1) != 1) return false; + int size = num_elements(); + if (fp->FWrite(array_, sizeof(*array_), size) != size) return false; + return true; + } + + // Reads from the given file. Returns false in case of error. + // Only works with bitwise-serializeable types! + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp) { + if (!DeSerializeSize(swap, fp)) return false; + if (fread(&empty_, sizeof(empty_), 1, fp) != 1) return false; + if (swap) ReverseN(&empty_, sizeof(empty_)); + int size = num_elements(); + if (fread(array_, sizeof(*array_), size, fp) != size) return false; + if (swap) { + for (int i = 0; i < size; ++i) + ReverseN(&array_[i], sizeof(array_[i])); + } + return true; + } + bool DeSerialize(bool swap, tesseract::TFile* fp) { + if (!DeSerializeSize(swap, fp)) return false; + if (fp->FRead(&empty_, sizeof(empty_), 1) != 1) return false; + if (swap) ReverseN(&empty_, sizeof(empty_)); + int size = num_elements(); + if (fp->FRead(array_, sizeof(*array_), size) != size) return false; + if (swap) { + for (int i = 0; i < size; ++i) + ReverseN(&array_[i], sizeof(array_[i])); + } + return true; + } + + // Writes to the given file. Returns false in case of error. + // Assumes a T::Serialize(FILE*) const function. + bool SerializeClasses(FILE* fp) const { + if (!SerializeSize(fp)) return false; + if (!empty_.Serialize(fp)) return false; + int size = num_elements(); + for (int i = 0; i < size; ++i) { + if (!array_[i].Serialize(fp)) return false; + } + return true; + } + + // Reads from the given file. Returns false in case of error. + // Assumes a T::DeSerialize(bool swap, FILE*) function. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerializeClasses(bool swap, FILE* fp) { + if (!DeSerializeSize(swap, fp)) return false; + if (!empty_.DeSerialize(swap, fp)) return false; + int size = num_elements(); + for (int i = 0; i < size; ++i) { + if (!array_[i].DeSerialize(swap, fp)) return false; + } + return true; + } + + // Provide the dimensions of this rectangular matrix. + int dim1() const { return dim1_; } + int dim2() const { return dim2_; } + // Returns the number of elements in the array. + // Banded/triangular matrices may override. + virtual int num_elements() const { return dim1_ * dim2_; } + + // Expression to select a specific location in the matrix. The matrix is + // stored COLUMN-major, so the left-most index is the most significant. + // This allows [][] access to use indices in the same order as (,). + virtual int index(int column, int row) const { + return (column * dim2_ + row); + } + + // Put a list element into the matrix at a specific location. + void put(ICOORD pos, const T& thing) { + array_[this->index(pos.x(), pos.y())] = thing; + } + void put(int column, int row, const T& thing) { + array_[this->index(column, row)] = thing; + } + + // Get the item at a specified location from the matrix. + T get(ICOORD pos) const { + return array_[this->index(pos.x(), pos.y())]; + } + T get(int column, int row) const { + return array_[this->index(column, row)]; + } + // Return a reference to the element at the specified location. + const T& operator()(int column, int row) const { + return array_[this->index(column, row)]; + } + T& operator()(int column, int row) { + return array_[this->index(column, row)]; + } + // Allow access using array[column][row]. NOTE that the indices are + // in the same left-to-right order as the () indexing. + T* operator[](int column) { + return &array_[this->index(column, 0)]; + } + const T* operator[](int column) const { + return &array_[this->index(column, 0)]; + } + + // Adds addend to *this, element-by-element. + void operator+=(const GENERIC_2D_ARRAY& addend) { + if (dim2_ == addend.dim2_) { + // Faster if equal size in the major dimension. + int size = MIN(num_elements(), addend.num_elements()); + for (int i = 0; i < size; ++i) { + array_[i] += addend.array_[i]; + } + } else { + for (int x = 0; x < dim1_; x++) { + for (int y = 0; y < dim2_; y++) { + (*this)(x, y) += addend(x, y); + } + } + } + } + // Subtracts minuend from *this, element-by-element. + void operator-=(const GENERIC_2D_ARRAY& minuend) { + if (dim2_ == minuend.dim2_) { + // Faster if equal size in the major dimension. + int size = MIN(num_elements(), minuend.num_elements()); + for (int i = 0; i < size; ++i) { + array_[i] -= minuend.array_[i]; + } + } else { + for (int x = 0; x < dim1_; x++) { + for (int y = 0; y < dim2_; y++) { + (*this)(x, y) -= minuend(x, y); + } + } + } + } + // Adds addend to all elements. + void operator+=(const T& addend) { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + array_[i] += addend; + } + } + // Multiplies *this by factor, element-by-element. + void operator*=(const T& factor) { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + array_[i] *= factor; + } + } + // Clips *this to the given range. + void Clip(const T& rangemin, const T& rangemax) { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + array_[i] = ClipToRange(array_[i], rangemin, rangemax); + } + } + // Returns true if all elements of *this are within the given range. + // Only uses operator< + bool WithinBounds(const T& rangemin, const T& rangemax) const { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + const T& value = array_[i]; + if (value < rangemin || rangemax < value) + return false; + } + return true; + } + // Normalize the whole array. + double Normalize() { + int size = num_elements(); + if (size <= 0) return 0.0; + // Compute the mean. + double mean = 0.0; + for (int i = 0; i < size; ++i) { + mean += array_[i]; + } + mean /= size; + // Subtract the mean and compute the standard deviation. + double sd = 0.0; + for (int i = 0; i < size; ++i) { + double normed = array_[i] - mean; + array_[i] = normed; + sd += normed * normed; + } + sd = sqrt(sd / size); + if (sd > 0.0) { + // Divide by the sd. + for (int i = 0; i < size; ++i) { + array_[i] /= sd; + } + } + return sd; + } + + // Returns the maximum value of the array. + T Max() const { + int size = num_elements(); + if (size <= 0) return empty_; + // Compute the max. + T max_value = array_[0]; + for (int i = 1; i < size; ++i) { + const T& value = array_[i]; + if (value > max_value) max_value = value; + } + return max_value; + } + + // Returns the maximum absolute value of the array. + T MaxAbs() const { + int size = num_elements(); + if (size <= 0) return empty_; + // Compute the max. + T max_abs = static_cast(0); + for (int i = 0; i < size; ++i) { + T value = static_cast(fabs(array_[i])); + if (value > max_abs) max_abs = value; + } + return max_abs; + } + + // Accumulates the element-wise sums of squares of src into *this. + void SumSquares(const GENERIC_2D_ARRAY& src) { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + array_[i] += src.array_[i] * src.array_[i]; + } + } + + // Scales each element using the ada-grad algorithm, ie array_[i] by + // sqrt(num_samples/max(1,sqsum[i])). + void AdaGradScaling(const GENERIC_2D_ARRAY& sqsum, int num_samples) { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + array_[i] *= sqrt(num_samples / MAX(1.0, sqsum.array_[i])); + } + } + + void AssertFinite() const { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + ASSERT_HOST(isfinite(array_[i])); + } + } + + // REGARDLESS OF THE CURRENT DIMENSIONS, treats the data as a + // num_dims-dimensional array/tensor with dimensions given by dims, (ordered + // from most significant to least significant, the same as standard C arrays) + // and moves src_dim to dest_dim, with the initial dest_dim and any dimensions + // in between shifted towards the hole left by src_dim. Example: + // Current data content: array_=[0, 1, 2, ....119] + // perhaps *this may be of dim[40, 3], with values [[0, 1, 2][3, 4, 5]... + // but the current dimensions are irrelevant. + // num_dims = 4, dims=[5, 4, 3, 2] + // src_dim=3, dest_dim=1 + // tensor=[[[[0, 1][2, 3][4, 5]] + // [[6, 7][8, 9][10, 11]] + // [[12, 13][14, 15][16, 17]] + // [[18, 19][20, 21][22, 23]]] + // [[[24, 25]... + // output dims =[5, 2, 4, 3] + // output tensor=[[[[0, 2, 4][6, 8, 10][12, 14, 16][18, 20, 22]] + // [[1, 3, 5][7, 9, 11][13, 15, 17][19, 21, 23]]] + // [[[24, 26, 28]... + // which is stored in the array_ as: + // [0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 1, 3, 5, 7, 9, 11, 13...] + // NOTE: the 2 stored matrix dimensions are simply copied from *this. To + // change the dimensions after the transpose, use ResizeNoInit. + // Higher dimensions above 2 are strictly the responsibility of the caller. + void RotatingTranspose(const int* dims, int num_dims, int src_dim, + int dest_dim, GENERIC_2D_ARRAY* result) const { + int max_d = MAX(src_dim, dest_dim); + int min_d = MIN(src_dim, dest_dim); + // In a tensor of shape [d0, d1... min_d, ... max_d, ... dn-2, dn-1], the + // ends outside of min_d and max_d are unaffected, with [max_d +1, dn-1] + // being contiguous blocks of data that will move together, and + // [d0, min_d -1] being replicas of the transpose operation. + // num_replicas represents the large dimensions unchanged by the operation. + // move_size represents the small dimensions unchanged by the operation. + // src_step represents the stride in the src between each adjacent group + // in the destination. + int num_replicas = 1, move_size = 1, src_step = 1; + for (int d = 0; d < min_d; ++d) num_replicas *= dims[d]; + for (int d = max_d + 1; d < num_dims; ++d) move_size *= dims[d]; + for (int d = src_dim + 1; d < num_dims; ++d) src_step *= dims[d]; + if (src_dim > dest_dim) src_step *= dims[src_dim]; + // wrap_size is the size of a single replica, being the amount that is + // handled num_replicas times. + int wrap_size = move_size; + for (int d = min_d; d <= max_d; ++d) wrap_size *= dims[d]; + result->ResizeNoInit(dim1_, dim2_); + result->empty_ = empty_; + const T* src = array_; + T* dest = result->array_; + for (int replica = 0; replica < num_replicas; ++replica) { + for (int start = 0; start < src_step; start += move_size) { + for (int pos = start; pos < wrap_size; pos += src_step) { + memcpy(dest, src + pos, sizeof(*dest) * move_size); + dest += move_size; + } + } + src += wrap_size; + } + } + + // Delete objects pointed to by array_[i]. + void delete_matrix_pointers() { + int size = num_elements(); + for (int i = 0; i < size; ++i) { + T matrix_cell = array_[i]; + if (matrix_cell != empty_) + delete matrix_cell; + } + } + + protected: + // Factored helper to serialize the size. + bool SerializeSize(FILE* fp) const { + inT32 size = dim1_; + if (fwrite(&size, sizeof(size), 1, fp) != 1) return false; + size = dim2_; + if (fwrite(&size, sizeof(size), 1, fp) != 1) return false; + return true; + } + bool SerializeSize(tesseract::TFile* fp) const { + inT32 size = dim1_; + if (fp->FWrite(&size, sizeof(size), 1) != 1) return false; + size = dim2_; + if (fp->FWrite(&size, sizeof(size), 1) != 1) return false; + return true; + } + // Factored helper to deserialize the size. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerializeSize(bool swap, FILE* fp) { + inT32 size1, size2; + if (fread(&size1, sizeof(size1), 1, fp) != 1) return false; + if (fread(&size2, sizeof(size2), 1, fp) != 1) return false; + if (swap) { + ReverseN(&size1, sizeof(size1)); + ReverseN(&size2, sizeof(size2)); + } + Resize(size1, size2, empty_); + return true; + } + bool DeSerializeSize(bool swap, tesseract::TFile* fp) { + inT32 size1, size2; + if (fp->FRead(&size1, sizeof(size1), 1) != 1) return false; + if (fp->FRead(&size2, sizeof(size2), 1) != 1) return false; + if (swap) { + ReverseN(&size1, sizeof(size1)); + ReverseN(&size2, sizeof(size2)); + } + Resize(size1, size2, empty_); + return true; + } + + T* array_; + T empty_; // The unused cell. + int dim1_; // Size of the 1st dimension in indexing functions. + int dim2_; // Size of the 2nd dimension in indexing functions. + // The total size to which the array can be expanded before a realloc is + // needed. If Resize is used, memory is retained so it can be re-expanded + // without a further alloc, and this stores the allocated size. + int size_allocated_; +}; + +// A generic class to store a banded triangular matrix with entries of type T. +// In this array, the nominally square matrix is dim1_ x dim1_, and dim2_ is +// the number of bands, INCLUDING the diagonal. The storage is thus of size +// dim1_ * dim2_ and index(col, row) = col * dim2_ + row - col, and an +// assert will fail if row < col or row - col >= dim2. +template +class BandTriMatrix : public GENERIC_2D_ARRAY { + public: + // Allocate a piece of memory to hold a 2d-array of the given dimension. + // Initialize all the elements of the array to empty instead of assuming + // that a default constructor can be used. + BandTriMatrix(int dim1, int dim2, const T& empty) + : GENERIC_2D_ARRAY(dim1, dim2, empty) { + } + // The default destructor will do. + + // Provide the dimensions of this matrix. + // dimension is the size of the nominally square matrix. + int dimension() const { return this->dim1_; } + // bandwidth is the number of bands in the matrix, INCLUDING the diagonal. + int bandwidth() const { return this->dim2_; } + + // Expression to select a specific location in the matrix. The matrix is + // stored COLUMN-major, so the left-most index is the most significant. + // This allows [][] access to use indices in the same order as (,). + virtual int index(int column, int row) const { + ASSERT_HOST(row >= column); + ASSERT_HOST(row - column < this->dim2_); + return column * this->dim2_ + row - column; + } + + // Appends array2 corner-to-corner to *this, making an array of dimension + // equal to the sum of the individual dimensions. + // array2 is not destroyed, but is left empty, as all elements are moved + // to *this. + void AttachOnCorner(BandTriMatrix* array2) { + int new_dim1 = this->dim1_ + array2->dim1_; + int new_dim2 = MAX(this->dim2_, array2->dim2_); + T* new_array = new T[new_dim1 * new_dim2]; + for (int col = 0; col < new_dim1; ++col) { + for (int j = 0; j < new_dim2; ++j) { + int new_index = col * new_dim2 + j; + if (col < this->dim1_ && j < this->dim2_) { + new_array[new_index] = this->get(col, col + j); + } else if (col >= this->dim1_ && j < array2->dim2_) { + new_array[new_index] = array2->get(col - this->dim1_, + col - this->dim1_ + j); + array2->put(col - this->dim1_, col - this->dim1_ + j, NULL); + } else { + new_array[new_index] = this->empty_; + } + } + } + delete[] this->array_; + this->array_ = new_array; + this->dim1_ = new_dim1; + this->dim2_ = new_dim2; + } +}; + +class MATRIX : public BandTriMatrix { + public: + MATRIX(int dimension, int bandwidth) + : BandTriMatrix(dimension, bandwidth, NOT_CLASSIFIED) {} + + // Returns true if there are any real classification results. + bool Classified(int col, int row, int wildcard_id) const; + + // Expands the existing matrix in-place to make the band wider, without + // losing any existing data. + void IncreaseBandSize(int bandwidth); + + // Returns a bigger MATRIX with a new column and row in the matrix in order + // to split the blob at the given (ind,ind) diagonal location. + // Entries are relocated to the new MATRIX using the transformation defined + // by MATRIX_COORD::MapForSplit. + // Transfers the pointer data to the new MATRIX and deletes *this. + MATRIX* ConsumeAndMakeBigger(int ind); + + // Makes and returns a deep copy of *this, including all the BLOB_CHOICEs + // on the lists, but not any LanguageModelState that may be attached to the + // BLOB_CHOICEs. + MATRIX* DeepCopy() const; + + // Print a shortened version of the contents of the matrix. + void print(const UNICHARSET &unicharset) const; +}; + +struct MATRIX_COORD { + static void Delete(void *arg) { + MATRIX_COORD *c = static_cast(arg); + delete c; + } + // Default constructor required by GenericHeap. + MATRIX_COORD() : col(0), row(0) {} + MATRIX_COORD(int c, int r): col(c), row(r) {} + ~MATRIX_COORD() {} + + bool Valid(const MATRIX &m) const { + return 0 <= col && col < m.dimension() && + col <= row && row < col + m.bandwidth() && row < m.dimension(); + } + + // Remaps the col,row pair to split the blob at the given (ind,ind) diagonal + // location. + // Entries at (i,j) for i in [0,ind] and j in [ind,dim) move to (i,j+1), + // making a new row at ind. + // Entries at (i,j) for i in [ind+1,dim) and j in [i,dim) move to (i+i,j+1), + // making a new column at ind+1. + void MapForSplit(int ind) { + ASSERT_HOST(row >= col); + if (col > ind) ++col; + if (row >= ind) ++row; + ASSERT_HOST(row >= col); + } + + int col; + int row; +}; + +// The MatrixCoordPair contains a MATRIX_COORD and its priority. +typedef tesseract::KDPairInc MatrixCoordPair; + +#endif // TESSERACT_CCSTRUCT_MATRIX_H__ diff --git a/3rdparty/hgOCR/include/ccstruct/mod128.cpp b/3rdparty/hgOCR/include/ccstruct/mod128.cpp new file mode 100644 index 00000000..4e5f4bd3 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/mod128.cpp @@ -0,0 +1,88 @@ +/********************************************************************** + * File: mod128.c (Formerly dir128.c) + * Description: Code to convert a DIR128 to an ICOORD. + * Author: Ray Smith + * Created: Tue Oct 22 11:56:09 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "mod128.h" + +const inT16 idirtab[] = { + 1000, 0, 998, 49, 995, 98, 989, 146, + 980, 195, 970, 242, 956, 290, 941, 336, + 923, 382, 903, 427, 881, 471, 857, 514, + 831, 555, 803, 595, 773, 634, 740, 671, + 707, 707, 671, 740, 634, 773, 595, 803, + 555, 831, 514, 857, 471, 881, 427, 903, + 382, 923, 336, 941, 290, 956, 242, 970, + 195, 980, 146, 989, 98, 995, 49, 998, + 0, 1000, -49, 998, -98, 995, -146, 989, + -195, 980, -242, 970, -290, 956, -336, 941, + -382, 923, -427, 903, -471, 881, -514, 857, + -555, 831, -595, 803, -634, 773, -671, 740, + -707, 707, -740, 671, -773, 634, -803, 595, + -831, 555, -857, 514, -881, 471, -903, 427, + -923, 382, -941, 336, -956, 290, -970, 242, + -980, 195, -989, 146, -995, 98, -998, 49, + -1000, 0, -998, -49, -995, -98, -989, -146, + -980, -195, -970, -242, -956, -290, -941, -336, + -923, -382, -903, -427, -881, -471, -857, -514, + -831, -555, -803, -595, -773, -634, -740, -671, + -707, -707, -671, -740, -634, -773, -595, -803, + -555, -831, -514, -857, -471, -881, -427, -903, + -382, -923, -336, -941, -290, -956, -242, -970, + -195, -980, -146, -989, -98, -995, -49, -998, + 0, -1000, 49, -998, 98, -995, 146, -989, + 195, -980, 242, -970, 290, -956, 336, -941, + 382, -923, 427, -903, 471, -881, 514, -857, + 555, -831, 595, -803, 634, -773, 671, -740, + 707, -707, 740, -671, 773, -634, 803, -595, + 831, -555, 857, -514, 881, -471, 903, -427, + 923, -382, 941, -336, 956, -290, 970, -242, + 980, -195, 989, -146, 995, -98, 998, -49 +}; + +const ICOORD *dirtab = (ICOORD *) idirtab; + +/********************************************************************** + * DIR128::DIR128 + * + * Quantize the direction of an FCOORD to make a DIR128. + **********************************************************************/ + +DIR128::DIR128( //from fcoord + const FCOORD fc //vector to quantize + ) { + int high, low, current; //binary search + + low = 0; + if (fc.y () == 0) { + if (fc.x () >= 0) + dir = 0; + else + dir = MODULUS / 2; + return; + } + high = MODULUS; + do { + current = (high + low) / 2; + if (dirtab[current] * fc >= 0) + low = current; + else + high = current; + } + while (high - low > 1); + dir = low; +} diff --git a/3rdparty/hgOCR/include/ccstruct/mod128.h b/3rdparty/hgOCR/include/ccstruct/mod128.h new file mode 100644 index 00000000..c0e71a42 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/mod128.h @@ -0,0 +1,84 @@ +/********************************************************************** + * File: mod128.h (Formerly dir128.h) + * Description: Header for class which implements modulo arithmetic. + * Author: Ray Smith + * Created: Tue Mar 26 17:48:13 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef MOD128_H +#define MOD128_H + +#include "points.h" + +#define MODULUS 128 /*range of directions */ +#define DIRBITS 7 //no of bits used +#define DIRSCALE 1000 //length of vector + +class DLLSYM DIR128 +{ + public: + DIR128() { + } //empty constructor + + DIR128( //constructor + inT16 value) { //value to assign + value %= MODULUS; //modulo arithmetic + if (value < 0) + value += MODULUS; //done properly + dir = (inT8) value; + } + DIR128(const FCOORD fc); //quantize vector + + DIR128 & operator= ( //assign of inT16 + inT16 value) { //value to assign + value %= MODULUS; //modulo arithmetic + if (value < 0) + value += MODULUS; //done properly + dir = (inT8) value; + return *this; + } + inT8 operator- ( //subtraction + const DIR128 & minus) const//for signed result + { + //result + inT16 result = dir - minus.dir; + + if (result > MODULUS / 2) + result -= MODULUS; //get in range + else if (result < -MODULUS / 2) + result += MODULUS; + return (inT8) result; + } + DIR128 operator+ ( //addition + const DIR128 & add) const //of itself + { + DIR128 result; //sum + + result = dir + add.dir; //let = do the work + return result; + } + DIR128 & operator+= ( //same as + + const DIR128 & add) { + *this = dir + add.dir; //let = do the work + return *this; + } + inT8 get_dir() const { //access function + return dir; + } + + private: + inT8 dir; //a direction +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/normalis.cpp b/3rdparty/hgOCR/include/ccstruct/normalis.cpp new file mode 100644 index 00000000..ddf6dbf3 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/normalis.cpp @@ -0,0 +1,573 @@ +/********************************************************************** + * File: normalis.cpp (Formerly denorm.c) + * Description: Code for the DENORM class. + * Author: Ray Smith + * Created: Thu Apr 23 09:22:43 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "normalis.h" + +#include + +#include "allheaders.h" +#include "blobs.h" +#include "helpers.h" +#include "matrix.h" +#include "ocrblock.h" +#include "unicharset.h" +#include "werd.h" + +// Tolerance in pixels used for baseline and xheight on non-upper/lower scripts. +const int kSloppyTolerance = 4; +// Final tolerance in pixels added to the computed xheight range. +const float kFinalPixelTolerance = 0.125f; + +DENORM::DENORM() { + Init(); +} + +DENORM::DENORM(const DENORM &src) { + rotation_ = NULL; + *this = src; +} + + +DENORM & DENORM::operator=(const DENORM & src) { + Clear(); + inverse_ = src.inverse_; + predecessor_ = src.predecessor_; + pix_ = src.pix_; + block_ = src.block_; + if (src.rotation_ == NULL) + rotation_ = NULL; + else + rotation_ = new FCOORD(*src.rotation_); + x_origin_ = src.x_origin_; + y_origin_ = src.y_origin_; + x_scale_ = src.x_scale_; + y_scale_ = src.y_scale_; + final_xshift_ = src.final_xshift_; + final_yshift_ = src.final_yshift_; + return *this; +} + +DENORM::~DENORM() { + Clear(); +} + +// Initializes the denorm for a transformation. For details see the large +// comment in normalis.h. +// Arguments: +// block: if not NULL, then this is the first transformation, and +// block->re_rotation() needs to be used after the Denorm +// transformation to get back to the image coords. +// rotation: if not NULL, apply this rotation after translation to the +// origin and scaling. (Usually a classify rotation.) +// predecessor: if not NULL, then predecessor has been applied to the +// input space and needs to be undone to complete the inverse. +// The above pointers are not owned by this DENORM and are assumed to live +// longer than this denorm, except rotation, which is deep copied on input. +// +// x_origin: The x origin which will be mapped to final_xshift in the result. +// y_origin: The y origin which will be mapped to final_yshift in the result. +// Added to result of row->baseline(x) if not NULL. +// +// x_scale: scale factor for the x-coordinate. +// y_scale: scale factor for the y-coordinate. Ignored if segs is given. +// Note that these scale factors apply to the same x and y system as the +// x-origin and y-origin apply, ie after any block rotation, but before +// the rotation argument is applied. +// +// final_xshift: The x component of the final translation. +// final_yshift: The y component of the final translation. +void DENORM::SetupNormalization(const BLOCK* block, + const FCOORD* rotation, + const DENORM* predecessor, + float x_origin, float y_origin, + float x_scale, float y_scale, + float final_xshift, float final_yshift) { + Clear(); + block_ = block; + if (rotation == NULL) + rotation_ = NULL; + else + rotation_ = new FCOORD(*rotation); + predecessor_ = predecessor; + x_origin_ = x_origin; + y_origin_ = y_origin; + x_scale_ = x_scale; + y_scale_ = y_scale; + final_xshift_ = final_xshift; + final_yshift_ = final_yshift; +} + +// Helper for SetupNonLinear computes an image of shortest run-lengths from +// the x/y edges provided. +// Based on "A nonlinear normalization method for handprinted Kanji character +// recognition -- line density equalization" by Hiromitsu Yamada et al. +// Eg below is an O in a 1-pixel margin-ed bounding box and the corresponding +// ______________ input x_coords and y_coords. +// | _________ | +// | | _ | | 1, 6 +// | | | | | | 1, 3, 4, 6 +// | | | | | | 1, 3, 4, 6 +// | | | | | | 1, 3, 4, 6 +// | | |_| | | 1, 3, 4, 6 +// | |_________| | 1, 6 +// |_____________| +// E 1 1 1 1 1 E +// m 7 7 2 7 7 m +// p 6 p +// t 7 t +// y y +// The output image contains the min of the x and y run-length (distance +// between edges) at each coordinate in the image thus: +// ______________ +// |7 1_1_1_1_1 7| +// |1|5 5 1 5 5|1| +// |1|2 2|1|2 2|1| +// |1|2 2|1|2 2|1| +// |1|2 2|1|2 2|1| +// |1|2 2|1|2 2|1| +// |1|5_5_1_5_5|1| +// |7_1_1_1_1_1_7| +// Note that the input coords are all integer, so all partial pixels are dealt +// with elsewhere. Although it is nice for outlines to be properly connected +// and continuous, there is no requirement that they be as such, so they could +// have been derived from a flaky source, such as greyscale. +// This function works only within the provided box, and it is assumed that the +// input x_coords and y_coords have already been translated to have the bottom- +// left of box as the origin. Although an output, the minruns should have been +// pre-initialized to be the same size as box. Each element will contain the +// minimum of x and y run-length as shown above. +static void ComputeRunlengthImage( + const TBOX& box, + const GenericVector >& x_coords, + const GenericVector >& y_coords, + GENERIC_2D_ARRAY* minruns) { + int width = box.width(); + int height = box.height(); + ASSERT_HOST(minruns->dim1() == width); + ASSERT_HOST(minruns->dim2() == height); + // Set a 2-d image array to the run lengths at each pixel. + for (int ix = 0; ix < width; ++ix) { + int y = 0; + for (int i = 0; i < y_coords[ix].size(); ++i) { + int y_edge = ClipToRange(y_coords[ix][i], 0, height); + int gap = y_edge - y; + // Every pixel between the last and current edge get set to the gap. + while (y < y_edge) { + (*minruns)(ix, y) = gap; + ++y; + } + } + // Pretend there is a bounding box of edges all around the image. + int gap = height - y; + while (y < height) { + (*minruns)(ix, y) = gap; + ++y; + } + } + // Now set the image pixels the the MIN of the x and y runlengths. + for (int iy = 0; iy < height; ++iy) { + int x = 0; + for (int i = 0; i < x_coords[iy].size(); ++i) { + int x_edge = ClipToRange(x_coords[iy][i], 0, width); + int gap = x_edge - x; + while (x < x_edge) { + if (gap < (*minruns)(x, iy)) + (*minruns)(x, iy) = gap; + ++x; + } + } + int gap = width - x; + while (x < width) { + if (gap < (*minruns)(x, iy)) + (*minruns)(x, iy) = gap; + ++x; + } + } +} +// Converts the run-length image (see above to the edge density profiles used +// for scaling, thus: +// ______________ +// |7 1_1_1_1_1 7| = 5.28 +// |1|5 5 1 5 5|1| = 3.8 +// |1|2 2|1|2 2|1| = 5 +// |1|2 2|1|2 2|1| = 5 +// |1|2 2|1|2 2|1| = 5 +// |1|2 2|1|2 2|1| = 5 +// |1|5_5_1_5_5|1| = 3.8 +// |7_1_1_1_1_1_7| = 5.28 +// 6 4 4 8 4 4 6 +// . . . . . . . +// 2 4 4 0 4 4 2 +// 8 8 +// Each profile is the sum of the reciprocals of the pixels in the image in +// the appropriate row or column, and these are then normalized to sum to 1. +// On output hx, hy contain an extra element, which will eventually be used +// to guarantee that the top/right edge of the box (and anything beyond) always +// gets mapped to the maximum target coordinate. +static void ComputeEdgeDensityProfiles(const TBOX& box, + const GENERIC_2D_ARRAY& minruns, + GenericVector* hx, + GenericVector* hy) { + int width = box.width(); + int height = box.height(); + hx->init_to_size(width + 1, 0.0); + hy->init_to_size(height + 1, 0.0); + double total = 0.0; + for (int iy = 0; iy < height; ++iy) { + for (int ix = 0; ix < width; ++ix) { + int run = minruns(ix, iy); + if (run == 0) run = 1; + float density = 1.0f / run; + (*hx)[ix] += density; + (*hy)[iy] += density; + } + total += (*hy)[iy]; + } + // Normalize each profile to sum to 1. + if (total > 0.0) { + for (int ix = 0; ix < width; ++ix) { + (*hx)[ix] /= total; + } + for (int iy = 0; iy < height; ++iy) { + (*hy)[iy] /= total; + } + } + // There is an extra element in each array, so initialize to 1. + (*hx)[width] = 1.0f; + (*hy)[height] = 1.0f; +} + +// Sets up the DENORM to execute a non-linear transformation based on +// preserving an even distribution of stroke edges. The transformation +// operates only within the given box. +// x_coords is a collection of the x-coords of vertical edges for each +// y-coord starting at box.bottom(). +// y_coords is a collection of the y-coords of horizontal edges for each +// x-coord starting at box.left(). +// Eg x_coords[0] is a collection of the x-coords of edges at y=bottom. +// Eg x_coords[1] is a collection of the x-coords of edges at y=bottom + 1. +// The second-level vectors must all be sorted in ascending order. +// See comments on the helper functions above for more details. +void DENORM::SetupNonLinear( + const DENORM* predecessor, const TBOX& box, float target_width, + float target_height, float final_xshift, float final_yshift, + const GenericVector >& x_coords, + const GenericVector >& y_coords) { + Clear(); + predecessor_ = predecessor; + // x_map_ and y_map_ store a mapping from input x and y coordinate to output + // x and y coordinate, based on scaling to the supplied target_width and + // target_height. + x_map_ = new GenericVector; + y_map_ = new GenericVector; + // Set a 2-d image array to the run lengths at each pixel. + int width = box.width(); + int height = box.height(); + GENERIC_2D_ARRAY minruns(width, height, 0); + ComputeRunlengthImage(box, x_coords, y_coords, &minruns); + // Edge density is the sum of the inverses of the run lengths. Compute + // edge density projection profiles. + ComputeEdgeDensityProfiles(box, minruns, x_map_, y_map_); + // Convert the edge density profiles to the coordinates by multiplying by + // the desired size and accumulating. + (*x_map_)[width] = target_width; + for (int x = width - 1; x >= 0; --x) { + (*x_map_)[x] = (*x_map_)[x + 1] - (*x_map_)[x] * target_width; + } + (*y_map_)[height] = target_height; + for (int y = height - 1; y >= 0; --y) { + (*y_map_)[y] = (*y_map_)[y + 1] - (*y_map_)[y] * target_height; + } + x_origin_ = box.left(); + y_origin_ = box.bottom(); + final_xshift_ = final_xshift; + final_yshift_ = final_yshift; +} + +// Transforms the given coords one step forward to normalized space, without +// using any block rotation or predecessor. +void DENORM::LocalNormTransform(const TPOINT& pt, TPOINT* transformed) const { + FCOORD src_pt(pt.x, pt.y); + FCOORD float_result; + LocalNormTransform(src_pt, &float_result); + transformed->x = IntCastRounded(float_result.x()); + transformed->y = IntCastRounded(float_result.y()); +} +void DENORM::LocalNormTransform(const FCOORD& pt, FCOORD* transformed) const { + FCOORD translated(pt.x() - x_origin_, pt.y() - y_origin_); + if (x_map_ != NULL && y_map_ != NULL) { + int x = ClipToRange(IntCastRounded(translated.x()), 0, x_map_->size()-1); + translated.set_x((*x_map_)[x]); + int y = ClipToRange(IntCastRounded(translated.y()), 0, y_map_->size()-1); + translated.set_y((*y_map_)[y]); + } else { + translated.set_x(translated.x() * x_scale_); + translated.set_y(translated.y() * y_scale_); + if (rotation_ != NULL) + translated.rotate(*rotation_); + } + transformed->set_x(translated.x() + final_xshift_); + transformed->set_y(translated.y() + final_yshift_); +} + +// Transforms the given coords forward to normalized space using the +// full transformation sequence defined by the block rotation, the +// predecessors, deepest first, and finally this. If first_norm is not NULL, +// then the first and deepest transformation used is first_norm, ending +// with this, and the block rotation will not be applied. +void DENORM::NormTransform(const DENORM* first_norm, const TPOINT& pt, + TPOINT* transformed) const { + FCOORD src_pt(pt.x, pt.y); + FCOORD float_result; + NormTransform(first_norm, src_pt, &float_result); + transformed->x = IntCastRounded(float_result.x()); + transformed->y = IntCastRounded(float_result.y()); +} +void DENORM::NormTransform(const DENORM* first_norm, const FCOORD& pt, + FCOORD* transformed) const { + FCOORD src_pt(pt); + if (first_norm != this) { + if (predecessor_ != NULL) { + predecessor_->NormTransform(first_norm, pt, &src_pt); + } else if (block_ != NULL) { + FCOORD fwd_rotation(block_->re_rotation().x(), + -block_->re_rotation().y()); + src_pt.rotate(fwd_rotation); + } + } + LocalNormTransform(src_pt, transformed); +} + +// Transforms the given coords one step back to source space, without +// using to any block rotation or predecessor. +void DENORM::LocalDenormTransform(const TPOINT& pt, TPOINT* original) const { + FCOORD src_pt(pt.x, pt.y); + FCOORD float_result; + LocalDenormTransform(src_pt, &float_result); + original->x = IntCastRounded(float_result.x()); + original->y = IntCastRounded(float_result.y()); +} +void DENORM::LocalDenormTransform(const FCOORD& pt, FCOORD* original) const { + FCOORD rotated(pt.x() - final_xshift_, pt.y() - final_yshift_); + if (x_map_ != NULL && y_map_ != NULL) { + int x = x_map_->binary_search(rotated.x()); + original->set_x(x + x_origin_); + int y = y_map_->binary_search(rotated.y()); + original->set_y(y + y_origin_); + } else { + if (rotation_ != NULL) { + FCOORD inverse_rotation(rotation_->x(), -rotation_->y()); + rotated.rotate(inverse_rotation); + } + original->set_x(rotated.x() / x_scale_ + x_origin_); + float y_scale = y_scale_; + original->set_y(rotated.y() / y_scale + y_origin_); + } +} + +// Transforms the given coords all the way back to source image space using +// the full transformation sequence defined by this and its predecessors +// recursively, shallowest first, and finally any block re_rotation. +// If last_denorm is not NULL, then the last transformation used will +// be last_denorm, and the block re_rotation will never be executed. +void DENORM::DenormTransform(const DENORM* last_denorm, const TPOINT& pt, + TPOINT* original) const { + FCOORD src_pt(pt.x, pt.y); + FCOORD float_result; + DenormTransform(last_denorm, src_pt, &float_result); + original->x = IntCastRounded(float_result.x()); + original->y = IntCastRounded(float_result.y()); +} +void DENORM::DenormTransform(const DENORM* last_denorm, const FCOORD& pt, + FCOORD* original) const { + LocalDenormTransform(pt, original); + if (last_denorm != this) { + if (predecessor_ != NULL) { + predecessor_->DenormTransform(last_denorm, *original, original); + } else if (block_ != NULL) { + original->rotate(block_->re_rotation()); + } + } +} + +// Normalize a blob using blob transformations. Less accurate, but +// more accurately copies the old way. +void DENORM::LocalNormBlob(TBLOB* blob) const { + TBOX blob_box = blob->bounding_box(); + ICOORD translation(-IntCastRounded(x_origin_), -IntCastRounded(y_origin_)); + blob->Move(translation); + if (y_scale_ != 1.0f) + blob->Scale(y_scale_); + if (rotation_ != NULL) + blob->Rotate(*rotation_); + translation.set_x(IntCastRounded(final_xshift_)); + translation.set_y(IntCastRounded(final_yshift_)); + blob->Move(translation); +} + +// Fills in the x-height range accepted by the given unichar_id, given its +// bounding box in the usual baseline-normalized coordinates, with some +// initial crude x-height estimate (such as word size) and this denoting the +// transformation that was used. +void DENORM::XHeightRange(int unichar_id, const UNICHARSET& unicharset, + const TBOX& bbox, + float* min_xht, float* max_xht, float* yshift) const { + // Default return -- accept anything. + *yshift = 0.0f; + *min_xht = 0.0f; + *max_xht = MAX_FLOAT32; + + if (!unicharset.top_bottom_useful()) + return; + + // Clip the top and bottom to the limit of normalized feature space. + int top = ClipToRange(bbox.top(), 0, kBlnCellHeight - 1); + int bottom = ClipToRange(bbox.bottom(), 0, kBlnCellHeight - 1); + // A tolerance of yscale corresponds to 1 pixel in the image. + double tolerance = y_scale(); + // If the script doesn't have upper and lower-case characters, widen the + // tolerance to allow sloppy baseline/x-height estimates. + if (!unicharset.script_has_upper_lower()) + tolerance = y_scale() * kSloppyTolerance; + + int min_bottom, max_bottom, min_top, max_top; + unicharset.get_top_bottom(unichar_id, &min_bottom, &max_bottom, + &min_top, &max_top); + + // Calculate the scale factor we'll use to get to image y-pixels + double midx = (bbox.left() + bbox.right()) / 2.0; + double ydiff = (bbox.top() - bbox.bottom()) + 2.0; + FCOORD mid_bot(midx, bbox.bottom()), tmid_bot; + FCOORD mid_high(midx, bbox.bottom() + ydiff), tmid_high; + DenormTransform(NULL, mid_bot, &tmid_bot); + DenormTransform(NULL, mid_high, &tmid_high); + + // bln_y_measure * yscale = image_y_measure + double yscale = tmid_high.pt_to_pt_dist(tmid_bot) / ydiff; + + // Calculate y-shift + int bln_yshift = 0, bottom_shift = 0, top_shift = 0; + if (bottom < min_bottom - tolerance) { + bottom_shift = bottom - min_bottom; + } else if (bottom > max_bottom + tolerance) { + bottom_shift = bottom - max_bottom; + } + if (top < min_top - tolerance) { + top_shift = top - min_top; + } else if (top > max_top + tolerance) { + top_shift = top - max_top; + } + if ((top_shift >= 0 && bottom_shift > 0) || + (top_shift < 0 && bottom_shift < 0)) { + bln_yshift = (top_shift + bottom_shift) / 2; + } + *yshift = bln_yshift * yscale; + + // To help very high cap/xheight ratio fonts accept the correct x-height, + // and to allow the large caps in small caps to accept the xheight of the + // small caps, add kBlnBaselineOffset to chars with a maximum max, and have + // a top already at a significantly high position. + if (max_top == kBlnCellHeight - 1 && + top > kBlnCellHeight - kBlnBaselineOffset / 2) + max_top += kBlnBaselineOffset; + top -= bln_yshift; + int height = top - kBlnBaselineOffset; + double min_height = min_top - kBlnBaselineOffset - tolerance; + double max_height = max_top - kBlnBaselineOffset + tolerance; + + // We shouldn't try calculations if the characters are very short (for example + // for punctuation). + if (min_height > kBlnXHeight / 8 && height > 0) { + float result = height * kBlnXHeight * yscale / min_height; + *max_xht = result + kFinalPixelTolerance; + result = height * kBlnXHeight * yscale / max_height; + *min_xht = result - kFinalPixelTolerance; + } +} + +// Prints the content of the DENORM for debug purposes. +void DENORM::Print() const { + if (pix_ != NULL) { + tprintf("Pix dimensions %d x %d x %d\n", + pixGetWidth(pix_), pixGetHeight(pix_), pixGetDepth(pix_)); + } + if (inverse_) + tprintf("Inverse\n"); + if (block_ && block_->re_rotation().x() != 1.0f) { + tprintf("Block rotation %g, %g\n", + block_->re_rotation().x(), block_->re_rotation().y()); + } + tprintf("Input Origin = (%g, %g)\n", x_origin_, y_origin_); + if (x_map_ != NULL && y_map_ != NULL) { + tprintf("x map:\n"); + for (int x = 0; x < x_map_->size(); ++x) { + tprintf("%g ", (*x_map_)[x]); + } + tprintf("\ny map:\n"); + for (int y = 0; y < y_map_->size(); ++y) { + tprintf("%g ", (*y_map_)[y]); + } + tprintf("\n"); + } else { + tprintf("Scale = (%g, %g)\n", x_scale_, y_scale_); + if (rotation_ != NULL) + tprintf("Rotation = (%g, %g)\n", rotation_->x(), rotation_->y()); + } + tprintf("Final Origin = (%g, %g)\n", final_xshift_, final_xshift_); + if (predecessor_ != NULL) { + tprintf("Predecessor:\n"); + predecessor_->Print(); + } +} + + +// ============== Private Code ====================== + +// Free allocated memory and clear pointers. +void DENORM::Clear() { + if (x_map_ != NULL) { + delete x_map_; + x_map_ = NULL; + } + if (y_map_ != NULL) { + delete y_map_; + y_map_ = NULL; + } + if (rotation_ != NULL) { + delete rotation_; + rotation_ = NULL; + } +} + +// Setup default values. +void DENORM::Init() { + inverse_ = false; + pix_ = NULL; + block_ = NULL; + rotation_ = NULL; + predecessor_ = NULL; + x_map_ = NULL; + y_map_ = NULL; + x_origin_ = 0.0f; + y_origin_ = 0.0f; + x_scale_ = 1.0f; + y_scale_ = 1.0f; + final_xshift_ = 0.0f; + final_yshift_ = static_cast(kBlnBaselineOffset); +} diff --git a/3rdparty/hgOCR/include/ccstruct/normalis.h b/3rdparty/hgOCR/include/ccstruct/normalis.h new file mode 100644 index 00000000..2d754120 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/normalis.h @@ -0,0 +1,317 @@ +/********************************************************************** + * File: normalis.h (Formerly denorm.h) + * Description: Code for the DENORM class. + * Author: Ray Smith + * Created: Thu Apr 23 09:22:43 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef NORMALIS_H +#define NORMALIS_H + +#include +#include "genericvector.h" +#include "host.h" + +const int kBlnCellHeight = 256; // Full-height for baseline normalization. +const int kBlnXHeight = 128; // x-height for baseline normalization. +const int kBlnBaselineOffset = 64; // offset for baseline normalization. + +struct Pix; +class ROW; // Forward decl +class BLOCK; +class FCOORD; +struct TBLOB; +class TBOX; +struct TPOINT; +class UNICHARSET; + +namespace tesseract { + +// Possible normalization methods. Use NEGATIVE values as these also +// double up as markers for the last sub-classifier. +enum NormalizationMode { + NM_BASELINE = -3, // The original BL normalization mode. + NM_CHAR_ISOTROPIC = -2, // Character normalization but isotropic. + NM_CHAR_ANISOTROPIC = -1 // The original CN normalization mode. +}; + +} // namespace tesseract. + +class DENORM { + public: + DENORM(); + + // Copying a DENORM is allowed. + DENORM(const DENORM &); + DENORM& operator=(const DENORM&); + ~DENORM(); + + // Setup the normalization transformation parameters. + // The normalizations applied to a blob are as follows: + // 1. An optional block layout rotation that was applied during layout + // analysis to make the textlines horizontal. + // 2. A normalization transformation (LocalNormTransform): + // Subtract the "origin" + // Apply an x,y scaling. + // Apply an optional rotation. + // Add back a final translation. + // The origin is in the block-rotated space, and is usually something like + // the x-middle of the word at the baseline. + // 3. Zero or more further normalization transformations that are applied + // in sequence, with a similar pattern to the first normalization transform. + // + // A DENORM holds the parameters of a single normalization, and can execute + // both the LocalNormTransform (a forwards normalization), and the + // LocalDenormTransform which is an inverse transform or de-normalization. + // A DENORM may point to a predecessor DENORM, which is actually the earlier + // normalization, so the full normalization sequence involves executing all + // predecessors first and then the transform in "this". + // Let x be image co-ordinates and that we have normalization classes A, B, C + // where we first apply A then B then C to get normalized x': + // x' = CBAx + // Then the backwards (to original coordinates) would be: + // x = A^-1 B^-1 C^-1 x' + // and A = B->predecessor_ and B = C->predecessor_ + // NormTransform executes all predecessors recursively, and then this. + // NormTransform would be used to transform an image-based feature to + // normalized space for use in a classifier + // DenormTransform inverts this and then all predecessors. It can be + // used to get back to the original image coordinates from normalized space. + // The LocalNormTransform member executes just the transformation + // in "this" without the layout rotation or any predecessors. It would be + // used to run each successive normalization, eg the word normalization, + // and later the character normalization. + + // Arguments: + // block: if not NULL, then this is the first transformation, and + // block->re_rotation() needs to be used after the Denorm + // transformation to get back to the image coords. + // rotation: if not NULL, apply this rotation after translation to the + // origin and scaling. (Usually a classify rotation.) + // predecessor: if not NULL, then predecessor has been applied to the + // input space and needs to be undone to complete the inverse. + // The above pointers are not owned by this DENORM and are assumed to live + // longer than this denorm, except rotation, which is deep copied on input. + // + // x_origin: The x origin which will be mapped to final_xshift in the result. + // y_origin: The y origin which will be mapped to final_yshift in the result. + // Added to result of row->baseline(x) if not NULL. + // + // x_scale: scale factor for the x-coordinate. + // y_scale: scale factor for the y-coordinate. Ignored if segs is given. + // Note that these scale factors apply to the same x and y system as the + // x-origin and y-origin apply, ie after any block rotation, but before + // the rotation argument is applied. + // + // final_xshift: The x component of the final translation. + // final_yshift: The y component of the final translation. + // + // In theory, any of the commonly used normalizations can be setup here: + // * Traditional baseline normalization on a word: + // SetupNormalization(block, NULL, NULL, + // box.x_middle(), baseline, + // kBlnXHeight / x_height, kBlnXHeight / x_height, + // 0, kBlnBaselineOffset); + // * "Numeric mode" baseline normalization on a word, in which the blobs + // are positioned with the bottom as the baseline is achieved by making + // a separate DENORM for each blob. + // SetupNormalization(block, NULL, NULL, + // box.x_middle(), box.bottom(), + // kBlnXHeight / x_height, kBlnXHeight / x_height, + // 0, kBlnBaselineOffset); + // * Anisotropic character normalization used by IntFx. + // SetupNormalization(NULL, NULL, denorm, + // centroid_x, centroid_y, + // 51.2 / ry, 51.2 / rx, 128, 128); + // * Normalize blob height to x-height (current OSD): + // SetupNormalization(NULL, &rotation, NULL, + // box.rotational_x_middle(rotation), + // box.rotational_y_middle(rotation), + // kBlnXHeight / box.rotational_height(rotation), + // kBlnXHeight / box.rotational_height(rotation), + // 0, kBlnBaselineOffset); + // * Secondary normalization for classification rotation (current): + // FCOORD rotation = block->classify_rotation(); + // float target_height = kBlnXHeight / CCStruct::kXHeightCapRatio; + // SetupNormalization(NULL, &rotation, denorm, + // box.rotational_x_middle(rotation), + // box.rotational_y_middle(rotation), + // target_height / box.rotational_height(rotation), + // target_height / box.rotational_height(rotation), + // 0, kBlnBaselineOffset); + // * Proposed new normalizations for CJK: Between them there is then + // no need for further normalization at all, and the character fills the cell. + // ** Replacement for baseline normalization on a word: + // Scales height and width independently so that modal height and pitch + // fill the cell respectively. + // float cap_height = x_height / CCStruct::kXHeightCapRatio; + // SetupNormalization(block, NULL, NULL, + // box.x_middle(), cap_height / 2.0f, + // kBlnCellHeight / fixed_pitch, + // kBlnCellHeight / cap_height, + // 0, 0); + // ** Secondary normalization for classification (with rotation) (proposed): + // Requires a simple translation to the center of the appropriate character + // cell, no further scaling and a simple rotation (or nothing) about the + // cell center. + // FCOORD rotation = block->classify_rotation(); + // SetupNormalization(NULL, &rotation, denorm, + // fixed_pitch_cell_center, + // 0.0f, + // 1.0f, + // 1.0f, + // 0, 0); + void SetupNormalization(const BLOCK* block, + const FCOORD* rotation, + const DENORM* predecessor, + float x_origin, float y_origin, + float x_scale, float y_scale, + float final_xshift, float final_yshift); + + // Sets up the DENORM to execute a non-linear transformation based on + // preserving an even distribution of stroke edges. The transformation + // operates only within the given box, scaling input coords within the box + // non-linearly to a box of target_width by target_height, with all other + // coords being clipped to the box edge. As with SetupNormalization above, + // final_xshift and final_yshift are applied after scaling, and the bottom- + // left of box is used as a pre-scaling origin. + // x_coords is a collection of the x-coords of vertical edges for each + // y-coord starting at box.bottom(). + // y_coords is a collection of the y-coords of horizontal edges for each + // x-coord starting at box.left(). + // Eg x_coords[0] is a collection of the x-coords of edges at y=bottom. + // Eg x_coords[1] is a collection of the x-coords of edges at y=bottom + 1. + // The second-level vectors must all be sorted in ascending order. + void SetupNonLinear(const DENORM* predecessor, const TBOX& box, + float target_width, float target_height, + float final_xshift, float final_yshift, + const GenericVector >& x_coords, + const GenericVector >& y_coords); + + // Transforms the given coords one step forward to normalized space, without + // using any block rotation or predecessor. + void LocalNormTransform(const TPOINT& pt, TPOINT* transformed) const; + void LocalNormTransform(const FCOORD& pt, FCOORD* transformed) const; + // Transforms the given coords forward to normalized space using the + // full transformation sequence defined by the block rotation, the + // predecessors, deepest first, and finally this. If first_norm is not NULL, + // then the first and deepest transformation used is first_norm, ending + // with this, and the block rotation will not be applied. + void NormTransform(const DENORM* first_norm, const TPOINT& pt, + TPOINT* transformed) const; + void NormTransform(const DENORM* first_norm, const FCOORD& pt, + FCOORD* transformed) const; + // Transforms the given coords one step back to source space, without + // using to any block rotation or predecessor. + void LocalDenormTransform(const TPOINT& pt, TPOINT* original) const; + void LocalDenormTransform(const FCOORD& pt, FCOORD* original) const; + // Transforms the given coords all the way back to source image space using + // the full transformation sequence defined by this and its predecessors + // recursively, shallowest first, and finally any block re_rotation. + // If last_denorm is not NULL, then the last transformation used will + // be last_denorm, and the block re_rotation will never be executed. + void DenormTransform(const DENORM* last_denorm, const TPOINT& pt, + TPOINT* original) const; + void DenormTransform(const DENORM* last_denorm, const FCOORD& pt, + FCOORD* original) const; + + // Normalize a blob using blob transformations. Less accurate, but + // more accurately copies the old way. + void LocalNormBlob(TBLOB* blob) const; + + // Fills in the x-height range accepted by the given unichar_id in blob + // coordinates, given its bounding box in the usual baseline-normalized + // coordinates, with some initial crude x-height estimate (such as word + // size) and this denoting the transformation that was used. + // Also returns the amount the character must have shifted up or down. + void XHeightRange(int unichar_id, const UNICHARSET& unicharset, + const TBOX& bbox, + float* min_xht, + float* max_xht, + float* yshift) const; + + // Prints the content of the DENORM for debug purposes. + void Print() const; + + Pix* pix() const { + return pix_; + } + void set_pix(Pix* pix) { + pix_ = pix; + } + bool inverse() const { + return inverse_; + } + void set_inverse(bool value) { + inverse_ = value; + } + const DENORM* RootDenorm() const { + if (predecessor_ != NULL) + return predecessor_->RootDenorm(); + return this; + } + const DENORM* predecessor() const { + return predecessor_; + } + // Accessors - perhaps should not be needed. + float x_scale() const { + return x_scale_; + } + float y_scale() const { + return y_scale_; + } + const BLOCK* block() const { + return block_; + } + void set_block(const BLOCK* block) { + block_ = block; + } + + private: + // Free allocated memory and clear pointers. + void Clear(); + // Setup default values. + void Init(); + + // Best available image. + Pix* pix_; + // True if the source image is white-on-black. + bool inverse_; + // Block the word came from. If not null, block->re_rotation() takes the + // "untransformed" coordinates even further back to the original image. + // Used only on the first DENORM in a chain. + const BLOCK* block_; + // Rotation to apply between translation to the origin and scaling. + const FCOORD* rotation_; + // Previous transformation in a chain. + const DENORM* predecessor_; + // Non-linear transformation maps directly from each integer offset from the + // origin to the corresponding x-coord. Owned by the DENORM. + GenericVector* x_map_; + // Non-linear transformation maps directly from each integer offset from the + // origin to the corresponding y-coord. Owned by the DENORM. + GenericVector* y_map_; + // x-coordinate to be mapped to final_xshift_ in the result. + float x_origin_; + // y-coordinate to be mapped to final_yshift_ in the result. + float y_origin_; + // Scale factors for x and y coords. Applied to pre-rotation system. + float x_scale_; + float y_scale_; + // Destination coords of the x_origin_ and y_origin_. + float final_xshift_; + float final_yshift_; +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/ocrblock.cpp b/3rdparty/hgOCR/include/ccstruct/ocrblock.cpp new file mode 100644 index 00000000..ad7893b0 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ocrblock.cpp @@ -0,0 +1,519 @@ +/********************************************************************** + * File: ocrblock.cpp (Formerly block.c) + * Description: BLOCK member functions and iterator functions. + * Author: Ray Smith + * Created: Fri Mar 15 09:41:28 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include "blckerr.h" +#include "ocrblock.h" +#include "stepblob.h" +#include "tprintf.h" + +#define BLOCK_LABEL_HEIGHT 150 //char height of block id + +ELISTIZE (BLOCK) +/** + * BLOCK::BLOCK + * + * Constructor for a simple rectangular block. + */ +BLOCK::BLOCK(const char *name, //< filename + BOOL8 prop, //< proportional + inT16 kern, //< kerning + inT16 space, //< spacing + inT16 xmin, //< bottom left + inT16 ymin, inT16 xmax, //< top right + inT16 ymax) + : PDBLK (xmin, ymin, xmax, ymax), + filename(name), + re_rotation_(1.0f, 0.0f), + classify_rotation_(1.0f, 0.0f), + skew_(1.0f, 0.0f) { + ICOORDELT_IT left_it = &leftside; + ICOORDELT_IT right_it = &rightside; + + proportional = prop; + right_to_left_ = false; + kerning = kern; + spacing = space; + font_class = -1; //not assigned + cell_over_xheight_ = 2.0f; + hand_poly = NULL; + left_it.set_to_list (&leftside); + right_it.set_to_list (&rightside); + //make default box + left_it.add_to_end (new ICOORDELT (xmin, ymin)); + left_it.add_to_end (new ICOORDELT (xmin, ymax)); + right_it.add_to_end (new ICOORDELT (xmax, ymin)); + right_it.add_to_end (new ICOORDELT (xmax, ymax)); +} + +/** + * decreasing_top_order + * + * Sort Comparator: Return <0 if row1 top < row2 top + */ + +int decreasing_top_order( // + const void *row1, + const void *row2) { + return (*(ROW **) row2)->bounding_box ().top () - + (*(ROW **) row1)->bounding_box ().top (); +} + + +/** + * BLOCK::rotate + * + * Rotate the polygon by the given rotation and recompute the bounding_box. + */ +void BLOCK::rotate(const FCOORD& rotation) { + poly_block()->rotate(rotation); + box = *poly_block()->bounding_box(); +} + +// Returns the bounding box including the desired combination of upper and +// lower noise/diacritic elements. +TBOX BLOCK::restricted_bounding_box(bool upper_dots, bool lower_dots) const { + TBOX box; + // This is a read-only iteration of the rows in the block. + ROW_IT it(const_cast(&rows)); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + box += it.data()->restricted_bounding_box(upper_dots, lower_dots); + } + return box; +} + +/** + * BLOCK::reflect_polygon_in_y_axis + * + * Reflects the polygon in the y-axis and recompute the bounding_box. + * Does nothing to any contained rows/words/blobs etc. + */ +void BLOCK::reflect_polygon_in_y_axis() { + poly_block()->reflect_in_y_axis(); + box = *poly_block()->bounding_box(); +} + +/** + * BLOCK::sort_rows + * + * Order rows so that they are in order of decreasing Y coordinate + */ + +void BLOCK::sort_rows() { // order on "top" + ROW_IT row_it(&rows); + + row_it.sort (decreasing_top_order); +} + + +/** + * BLOCK::compress + * + * Delete space between the rows. (And maybe one day, compress the rows) + * Fill space of block from top down, left aligning rows. + */ + +void BLOCK::compress() { // squash it up + #define ROW_SPACING 5 + + ROW_IT row_it(&rows); + ROW *row; + ICOORD row_spacing (0, ROW_SPACING); + + ICOORDELT_IT icoordelt_it; + + sort_rows(); + + box = TBOX (box.topleft (), box.topleft ()); + box.move_bottom_edge (ROW_SPACING); + for (row_it.mark_cycle_pt (); !row_it.cycled_list (); row_it.forward ()) { + row = row_it.data (); + row->move (box.botleft () - row_spacing - + row->bounding_box ().topleft ()); + box += row->bounding_box (); + } + + leftside.clear (); + icoordelt_it.set_to_list (&leftside); + icoordelt_it.add_to_end (new ICOORDELT (box.left (), box.bottom ())); + icoordelt_it.add_to_end (new ICOORDELT (box.left (), box.top ())); + rightside.clear (); + icoordelt_it.set_to_list (&rightside); + icoordelt_it.add_to_end (new ICOORDELT (box.right (), box.bottom ())); + icoordelt_it.add_to_end (new ICOORDELT (box.right (), box.top ())); +} + + +/** + * BLOCK::check_pitch + * + * Check whether the block is fixed or prop, set the flag, and set + * the pitch if it is fixed. + */ + +void BLOCK::check_pitch() { // check prop + // tprintf("Missing FFT fixed pitch stuff!\n"); + pitch = -1; +} + + +/** + * BLOCK::compress + * + * Compress and move in a single operation. + */ + +void BLOCK::compress( // squash it up + const ICOORD vec // and move + ) { + box.move (vec); + compress(); +} + + +/** + * BLOCK::print + * + * Print the info on a block + */ + +void BLOCK::print( //print list of sides + FILE *, //< file to print on + BOOL8 dump //< print full detail + ) { + ICOORDELT_IT it = &leftside; //iterator + + box.print (); + tprintf ("Proportional= %s\n", proportional ? "TRUE" : "FALSE"); + tprintf ("Kerning= %d\n", kerning); + tprintf ("Spacing= %d\n", spacing); + tprintf ("Fixed_pitch=%d\n", pitch); + tprintf ("Filename= %s\n", filename.string ()); + + if (dump) { + tprintf ("Left side coords are:\n"); + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + tprintf ("(%d,%d) ", it.data ()->x (), it.data ()->y ()); + tprintf ("\n"); + tprintf ("Right side coords are:\n"); + it.set_to_list (&rightside); + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + tprintf ("(%d,%d) ", it.data ()->x (), it.data ()->y ()); + tprintf ("\n"); + } +} + +/** + * BLOCK::operator= + * + * Assignment - duplicate the block structure, but with an EMPTY row list. + */ + +BLOCK & BLOCK::operator= ( //assignment +const BLOCK & source //from this +) { + this->ELIST_LINK::operator= (source); + this->PDBLK::operator= (source); + proportional = source.proportional; + kerning = source.kerning; + spacing = source.spacing; + filename = source.filename; //STRINGs assign ok + if (!rows.empty ()) + rows.clear (); + re_rotation_ = source.re_rotation_; + classify_rotation_ = source.classify_rotation_; + skew_ = source.skew_; + return *this; +} + +// This function is for finding the approximate (horizontal) distance from +// the x-coordinate of the left edge of a symbol to the left edge of the +// text block which contains it. We are passed: +// segments - output of PB_LINE_IT::get_line() which contains x-coordinate +// intervals for the scan line going through the symbol's y-coordinate. +// Each element of segments is of the form (x()=start_x, y()=length). +// x - the x coordinate of the symbol we're interested in. +// margin - return value, the distance from x,y to the left margin of the +// block containing it. +// If all segments were to the right of x, we return false and 0. +bool LeftMargin(ICOORDELT_LIST *segments, int x, int *margin) { + bool found = false; + *margin = 0; + if (segments->empty()) + return found; + ICOORDELT_IT seg_it(segments); + for (seg_it.mark_cycle_pt(); !seg_it.cycled_list(); seg_it.forward()) { + int cur_margin = x - seg_it.data()->x(); + if (cur_margin >= 0) { + if (!found) { + *margin = cur_margin; + } else if (cur_margin < *margin) { + *margin = cur_margin; + } + found = true; + } + } + return found; +} + +// This function is for finding the approximate (horizontal) distance from +// the x-coordinate of the right edge of a symbol to the right edge of the +// text block which contains it. We are passed: +// segments - output of PB_LINE_IT::get_line() which contains x-coordinate +// intervals for the scan line going through the symbol's y-coordinate. +// Each element of segments is of the form (x()=start_x, y()=length). +// x - the x coordinate of the symbol we're interested in. +// margin - return value, the distance from x,y to the right margin of the +// block containing it. +// If all segments were to the left of x, we return false and 0. +bool RightMargin(ICOORDELT_LIST *segments, int x, int *margin) { + bool found = false; + *margin = 0; + if (segments->empty()) + return found; + ICOORDELT_IT seg_it(segments); + for (seg_it.mark_cycle_pt(); !seg_it.cycled_list(); seg_it.forward()) { + int cur_margin = seg_it.data()->x() + seg_it.data()->y() - x; + if (cur_margin >= 0) { + if (!found) { + *margin = cur_margin; + } else if (cur_margin < *margin) { + *margin = cur_margin; + } + found = true; + } + } + return found; +} + +// Compute the distance from the left and right ends of each row to the +// left and right edges of the block's polyblock. Illustration: +// ____________________________ _______________________ +// | Howdy neighbor! | |rectangular blocks look| +// | This text is written to| |more like stacked pizza| +// |illustrate how useful poly- |boxes. | +// |blobs are in ----------- ------ The polyblob| +// |dealing with| _________ |for a BLOCK rec-| +// |harder layout| /===========\ |ords the possibly| +// |issues. | | _ _ | |skewed pseudo-| +// | You see this| | |_| \|_| | |rectangular | +// |text is flowed| | } | |boundary that| +// |around a mid-| \ ____ | |forms the ideal-| +// |cloumn portrait._____ \ / __|ized text margin| +// | Polyblobs exist| \ / |from which we should| +// |to account for insets| | | |measure paragraph| +// |which make otherwise| ----- |indentation. | +// ----------------------- ---------------------- +// +// If we identify a drop-cap, we measure the left margin for the lines +// below the first line relative to one space past the drop cap. The +// first line's margin and those past the drop cap area are measured +// relative to the enclosing polyblock. +// +// TODO(rays): Before this will work well, we'll need to adjust the +// polyblob tighter around the text near images, as in: +// UNLV_AUTO:mag.3G0 page 2 +// UNLV_AUTO:mag.3G4 page 16 +void BLOCK::compute_row_margins() { + if (row_list()->empty() || row_list()->singleton()) { + return; + } + + // If Layout analysis was not called, default to this. + POLY_BLOCK rect_block(bounding_box(), PT_FLOWING_TEXT); + POLY_BLOCK *pblock = &rect_block; + if (poly_block() != NULL) { + pblock = poly_block(); + } + + // Step One: Determine if there is a drop-cap. + // TODO(eger): Fix up drop cap code for RTL languages. + ROW_IT r_it(row_list()); + ROW *first_row = r_it.data(); + ROW *second_row = r_it.data_relative(1); + + // initialize the bottom of a fictitious drop cap far above the first line. + int drop_cap_bottom = first_row->bounding_box().top() + + first_row->bounding_box().height(); + int drop_cap_right = first_row->bounding_box().left(); + int mid_second_line = second_row->bounding_box().top() - + second_row->bounding_box().height() / 2; + WERD_IT werd_it(r_it.data()->word_list()); // words of line one + if (!werd_it.empty()) { + C_BLOB_IT cblob_it(werd_it.data()->cblob_list()); + for (cblob_it.mark_cycle_pt(); !cblob_it.cycled_list(); + cblob_it.forward()) { + TBOX bbox = cblob_it.data()->bounding_box(); + if (bbox.bottom() <= mid_second_line) { + // we found a real drop cap + first_row->set_has_drop_cap(true); + if (drop_cap_bottom > bbox.bottom()) + drop_cap_bottom = bbox.bottom(); + if (drop_cap_right < bbox.right()) + drop_cap_right = bbox.right(); + } + } + } + + // Step Two: Calculate the margin from the text of each row to the block + // (or drop-cap) boundaries. + PB_LINE_IT lines(pblock); + r_it.set_to_list(row_list()); + for (r_it.mark_cycle_pt(); !r_it.cycled_list(); r_it.forward()) { + ROW *row = r_it.data(); + TBOX row_box = row->bounding_box(); + int left_y = row->base_line(row_box.left()) + row->x_height(); + int left_margin; + ICOORDELT_LIST *segments = lines.get_line(left_y); + LeftMargin(segments, row_box.left(), &left_margin); + delete segments; + + if (row_box.top() >= drop_cap_bottom) { + int drop_cap_distance = row_box.left() - row->space() - drop_cap_right; + if (drop_cap_distance < 0) + drop_cap_distance = 0; + if (drop_cap_distance < left_margin) + left_margin = drop_cap_distance; + } + + int right_y = row->base_line(row_box.right()) + row->x_height(); + int right_margin; + segments = lines.get_line(right_y); + RightMargin(segments, row_box.right(), &right_margin); + delete segments; + row->set_lmargin(left_margin); + row->set_rmargin(right_margin); + } +} + +/********************************************************************** + * PrintSegmentationStats + * + * Prints segmentation stats for the given block list. + **********************************************************************/ + +void PrintSegmentationStats(BLOCK_LIST* block_list) { + int num_blocks = 0; + int num_rows = 0; + int num_words = 0; + int num_blobs = 0; + BLOCK_IT block_it(block_list); + for (block_it.mark_cycle_pt(); !block_it.cycled_list(); block_it.forward()) { + BLOCK* block = block_it.data(); + ++num_blocks; + ROW_IT row_it(block->row_list()); + for (row_it.mark_cycle_pt(); !row_it.cycled_list(); row_it.forward()) { + ++num_rows; + ROW* row = row_it.data(); + // Iterate over all werds in the row. + WERD_IT werd_it(row->word_list()); + for (werd_it.mark_cycle_pt(); !werd_it.cycled_list(); werd_it.forward()) { + WERD* werd = werd_it.data(); + ++num_words; + num_blobs += werd->cblob_list()->length(); + } + } + } + tprintf("Block list stats:\nBlocks = %d\nRows = %d\nWords = %d\nBlobs = %d\n", + num_blocks, num_rows, num_words, num_blobs); +} + +/********************************************************************** + * ExtractBlobsFromSegmentation + * + * Extracts blobs from the given block list and adds them to the output list. + * The block list must have been created by performing a page segmentation. + **********************************************************************/ + +void ExtractBlobsFromSegmentation(BLOCK_LIST* blocks, + C_BLOB_LIST* output_blob_list) { + C_BLOB_IT return_list_it(output_blob_list); + BLOCK_IT block_it(blocks); + for (block_it.mark_cycle_pt(); !block_it.cycled_list(); block_it.forward()) { + BLOCK* block = block_it.data(); + ROW_IT row_it(block->row_list()); + for (row_it.mark_cycle_pt(); !row_it.cycled_list(); row_it.forward()) { + ROW* row = row_it.data(); + // Iterate over all werds in the row. + WERD_IT werd_it(row->word_list()); + for (werd_it.mark_cycle_pt(); !werd_it.cycled_list(); werd_it.forward()) { + WERD* werd = werd_it.data(); + return_list_it.move_to_last(); + return_list_it.add_list_after(werd->cblob_list()); + return_list_it.move_to_last(); + return_list_it.add_list_after(werd->rej_cblob_list()); + } + } + } +} + +/********************************************************************** + * RefreshWordBlobsFromNewBlobs() + * + * Refreshes the words in the block_list by using blobs in the + * new_blobs list. + * Block list must have word segmentation in it. + * It consumes the blobs provided in the new_blobs list. The blobs leftover in + * the new_blobs list after the call weren't matched to any blobs of the words + * in block list. + * The output not_found_blobs is a list of blobs from the original segmentation + * in the block_list for which no corresponding new blobs were found. + **********************************************************************/ + +void RefreshWordBlobsFromNewBlobs(BLOCK_LIST* block_list, + C_BLOB_LIST* new_blobs, + C_BLOB_LIST* not_found_blobs) { + // Now iterate over all the blobs in the segmentation_block_list_, and just + // replace the corresponding c-blobs inside the werds. + BLOCK_IT block_it(block_list); + for (block_it.mark_cycle_pt(); !block_it.cycled_list(); block_it.forward()) { + BLOCK* block = block_it.data(); + if (block->poly_block() != NULL && !block->poly_block()->IsText()) + continue; // Don't touch non-text blocks. + // Iterate over all rows in the block. + ROW_IT row_it(block->row_list()); + for (row_it.mark_cycle_pt(); !row_it.cycled_list(); row_it.forward()) { + ROW* row = row_it.data(); + // Iterate over all werds in the row. + WERD_IT werd_it(row->word_list()); + WERD_LIST new_words; + WERD_IT new_words_it(&new_words); + for (werd_it.mark_cycle_pt(); !werd_it.cycled_list(); werd_it.forward()) { + WERD* werd = werd_it.extract(); + WERD* new_werd = werd->ConstructWerdWithNewBlobs(new_blobs, + not_found_blobs); + if (new_werd) { + // Insert this new werd into the actual row's werd-list. Remove the + // existing one. + new_words_it.add_after_then_move(new_werd); + delete werd; + } else { + // Reinsert the older word back, for lack of better options. + // This is critical since dropping the words messes up segmentation: + // eg. 1st word in the row might otherwise have W_FUZZY_NON turned on. + new_words_it.add_after_then_move(werd); + } + } + // Get rid of the old word list & replace it with the new one. + row->word_list()->clear(); + werd_it.move_to_first(); + werd_it.add_list_after(&new_words); + } + } +} diff --git a/3rdparty/hgOCR/include/ccstruct/ocrblock.h b/3rdparty/hgOCR/include/ccstruct/ocrblock.h new file mode 100644 index 00000000..c93aaf8a --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ocrblock.h @@ -0,0 +1,237 @@ +/********************************************************************** + * File: ocrblock.h (Formerly block.h) + * Description: Page block class definition. + * Author: Ray Smith + * Created: Thu Mar 14 17:32:01 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef OCRBLOCK_H +#define OCRBLOCK_H + +#include "ocrpara.h" +#include "ocrrow.h" +#include "pdblock.h" + +class BLOCK; //forward decl + +ELISTIZEH (BLOCK) +class BLOCK:public ELIST_LINK, public PDBLK +//page block +{ + friend class BLOCK_RECT_IT; //block iterator + + public: + BLOCK() + : re_rotation_(1.0f, 0.0f), + classify_rotation_(1.0f, 0.0f), + skew_(1.0f, 0.0f) { + right_to_left_ = false; + hand_poly = NULL; + } + BLOCK(const char *name, //< filename + BOOL8 prop, //< proportional + inT16 kern, //< kerning + inT16 space, //< spacing + inT16 xmin, //< bottom left + inT16 ymin, + inT16 xmax, //< top right + inT16 ymax); + + ~BLOCK () { + } + + /** + * set space size etc. + * @param prop proportional + * @param kern inter char size + * @param space inter word size + * @param ch_pitch pitch if fixed + */ + void set_stats(BOOL8 prop, + inT16 kern, + inT16 space, + inT16 ch_pitch) { + proportional = prop; + kerning = (inT8) kern; + spacing = space; + pitch = ch_pitch; + } + /// set char size + void set_xheight(inT32 height) { + xheight = height; + } + /// set font class + void set_font_class(inT16 font) { + font_class = font; + } + /// return proportional + BOOL8 prop() const { + return proportional; + } + bool right_to_left() const { + return right_to_left_; + } + void set_right_to_left(bool value) { + right_to_left_ = value; + } + /// return pitch + inT32 fixed_pitch() const { + return pitch; + } + /// return kerning + inT16 kern() const { + return kerning; + } + /// return font class + inT16 font() const { + return font_class; + } + /// return spacing + inT16 space() const { + return spacing; + } + /// return filename + const char *name() const { + return filename.string (); + } + /// return xheight + inT32 x_height() const { + return xheight; + } + float cell_over_xheight() const { + return cell_over_xheight_; + } + void set_cell_over_xheight(float ratio) { + cell_over_xheight_ = ratio; + } + /// get rows + ROW_LIST *row_list() { + return &rows; + } + // Compute the margins between the edges of each row and this block's + // polyblock, and store the results in the rows. + void compute_row_margins(); + + // get paragraphs + PARA_LIST *para_list() { + return ¶s_; + } + /// get blobs + C_BLOB_LIST *blob_list() { + return &c_blobs; + } + C_BLOB_LIST *reject_blobs() { + return &rej_blobs; + } + FCOORD re_rotation() const { + return re_rotation_; // How to transform coords back to image. + } + void set_re_rotation(const FCOORD& rotation) { + re_rotation_ = rotation; + } + FCOORD classify_rotation() const { + return classify_rotation_; // Apply this before classifying. + } + void set_classify_rotation(const FCOORD& rotation) { + classify_rotation_ = rotation; + } + FCOORD skew() const { + return skew_; // Direction of true horizontal. + } + void set_skew(const FCOORD& skew) { + skew_ = skew; + } + const ICOORD& median_size() const { + return median_size_; + } + void set_median_size(int x, int y) { + median_size_.set_x(x); + median_size_.set_y(y); + } + + Pix* render_mask(TBOX* mask_box) { + return PDBLK::render_mask(re_rotation_, mask_box); + } + + // Returns the bounding box including the desired combination of upper and + // lower noise/diacritic elements. + TBOX restricted_bounding_box(bool upper_dots, bool lower_dots) const; + + // Reflects the polygon in the y-axis and recomputes the bounding_box. + // Does nothing to any contained rows/words/blobs etc. + void reflect_polygon_in_y_axis(); + + void rotate(const FCOORD& rotation); + + /// decreasing y order + void sort_rows(); + + /// shrink white space + void compress(); + + /// check proportional + void check_pitch(); + + /// shrink white space and move by vector + void compress(const ICOORD vec); + + /// dump whole table + void print(FILE *fp, BOOL8 dump); + + BLOCK& operator=(const BLOCK & source); + + private: + BOOL8 proportional; //< proportional + bool right_to_left_; //< major script is right to left. + inT8 kerning; //< inter blob gap + inT16 spacing; //< inter word gap + inT16 pitch; //< pitch of non-props + inT16 font_class; //< correct font class + inT32 xheight; //< height of chars + float cell_over_xheight_; //< Ratio of cell height to xheight. + STRING filename; //< name of block + ROW_LIST rows; //< rows in block + PARA_LIST paras_; //< paragraphs of block + C_BLOB_LIST c_blobs; //< before textord + C_BLOB_LIST rej_blobs; //< duff stuff + FCOORD re_rotation_; //< How to transform coords back to image. + FCOORD classify_rotation_; //< Apply this before classifying. + FCOORD skew_; //< Direction of true horizontal. + ICOORD median_size_; //< Median size of blobs. +}; + +int decreasing_top_order(const void *row1, const void *row2); + +// A function to print segmentation stats for the given block list. +void PrintSegmentationStats(BLOCK_LIST* block_list); + +// Extracts blobs fromo the given block list and adds them to the output list. +// The block list must have been created by performing a page segmentation. +void ExtractBlobsFromSegmentation(BLOCK_LIST* blocks, + C_BLOB_LIST* output_blob_list); + +// Refreshes the words in the block_list by using blobs in the +// new_blobs list. +// Block list must have word segmentation in it. +// It consumes the blobs provided in the new_blobs list. The blobs leftover in +// the new_blobs list after the call weren't matched to any blobs of the words +// in block list. +// The output not_found_blobs is a list of blobs from the original segmentation +// in the block_list for which no corresponding new blobs were found. +void RefreshWordBlobsFromNewBlobs(BLOCK_LIST* block_list, + C_BLOB_LIST* new_blobs, + C_BLOB_LIST* not_found_blobs); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/ocrpara.cpp b/3rdparty/hgOCR/include/ccstruct/ocrpara.cpp new file mode 100644 index 00000000..b244bfa1 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ocrpara.cpp @@ -0,0 +1,100 @@ +///////////////////////////////////////////////////////////////////// +// File: ocrpara.h +// Description: OCR Paragraph Output Type +// Author: David Eger +// Created: 2010-11-15 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include + +#include "ocrpara.h" +#include "host.h" // For NearlyEqual() + +ELISTIZE(PARA) + +using tesseract::JUSTIFICATION_LEFT; +using tesseract::JUSTIFICATION_RIGHT; +using tesseract::JUSTIFICATION_CENTER; +using tesseract::JUSTIFICATION_UNKNOWN; + +static STRING ParagraphJustificationToString( + tesseract::ParagraphJustification justification) { + switch (justification) { + case JUSTIFICATION_LEFT: + return "LEFT"; + case JUSTIFICATION_RIGHT: + return "RIGHT"; + case JUSTIFICATION_CENTER: + return "CENTER"; + default: + return "UNKNOWN"; + } +} + +bool ParagraphModel::ValidFirstLine(int lmargin, int lindent, + int rindent, int rmargin) const { + switch (justification_) { + case JUSTIFICATION_LEFT: + return NearlyEqual(lmargin + lindent, margin_ + first_indent_, + tolerance_); + case JUSTIFICATION_RIGHT: + return NearlyEqual(rmargin + rindent, margin_ + first_indent_, + tolerance_); + case JUSTIFICATION_CENTER: + return NearlyEqual(lindent, rindent, tolerance_ * 2); + default: + // shouldn't happen + return false; + } +} + +bool ParagraphModel::ValidBodyLine(int lmargin, int lindent, + int rindent, int rmargin) const { + switch (justification_) { + case JUSTIFICATION_LEFT: + return NearlyEqual(lmargin + lindent, margin_ + body_indent_, + tolerance_); + case JUSTIFICATION_RIGHT: + return NearlyEqual(rmargin + rindent, margin_ + body_indent_, + tolerance_); + case JUSTIFICATION_CENTER: + return NearlyEqual(lindent, rindent, tolerance_ * 2); + default: + // shouldn't happen + return false; + } +} + +bool ParagraphModel::Comparable(const ParagraphModel &other) const { + if (justification_ != other.justification_) + return false; + if (justification_ == JUSTIFICATION_CENTER || + justification_ == JUSTIFICATION_UNKNOWN) + return true; + int tolerance = (tolerance_ + other.tolerance_) / 4; + return NearlyEqual(margin_ + first_indent_, + other.margin_ + other.first_indent_, tolerance) && + NearlyEqual(margin_ + body_indent_, + other.margin_ + other.body_indent_, tolerance); +} + +STRING ParagraphModel::ToString() const { + char buffer[200]; + const STRING &alignment = ParagraphJustificationToString(justification_); + snprintf(buffer, sizeof(buffer), + "margin: %d, first_indent: %d, body_indent: %d, alignment: %s", + margin_, first_indent_, body_indent_, alignment.string()); + return STRING(buffer); +} diff --git a/3rdparty/hgOCR/include/ccstruct/ocrpara.h b/3rdparty/hgOCR/include/ccstruct/ocrpara.h new file mode 100644 index 00000000..025e2bfa --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ocrpara.h @@ -0,0 +1,191 @@ +///////////////////////////////////////////////////////////////////// +// File: ocrpara.h +// Description: OCR Paragraph Output Type +// Author: David Eger +// Created: 2010-11-15 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCSTRUCT_OCRPARA_H_ +#define TESSERACT_CCSTRUCT_OCRPARA_H_ + +#include "publictypes.h" +#include "elst.h" +#include "strngs.h" + +class ParagraphModel; + +struct PARA : public ELIST_LINK { + public: + PARA() : model(NULL), is_list_item(false), + is_very_first_or_continuation(false), has_drop_cap(false) {} + + // We do not own the model, we just reference it. + // model may be NULL if there is not a good model for this paragraph. + const ParagraphModel *model; + + bool is_list_item; + + // The first paragraph on a page often lacks a first line indent, but should + // still be modeled by the same model as other body text paragraphs on the + // page. + bool is_very_first_or_continuation; + + // Does this paragraph begin with a drop cap? + bool has_drop_cap; +}; + +ELISTIZEH(PARA) + +// A geometric model of paragraph indentation and alignment. +// +// Measurements are in pixels. The meaning of the integer arguments changes +// depending upon the value of justification. Distances less than or equal +// to tolerance apart we take as "equivalent" for the purpose of model +// matching, and in the examples below, we assume tolerance is zero. +// +// justification = LEFT: +// margin the "ignored" margin to the left block edge. +// first_indent indent from the left margin to a typical first text line. +// body_indent indent from the left margin of a typical body text line. +// +// justification = RIGHT: +// margin the "ignored" margin to the right block edge. +// first_indent indent from the right margin to a typical first text line. +// body_indent indent from the right margin of a typical body text line. +// +// justification = CENTER: +// margin ignored +// first_indent ignored +// body_indent ignored +// +// ====== Extended example, assuming each letter is ten pixels wide: ======= +// +// +--------------------------------+ +// | Awesome | ParagraphModel(CENTER, 0, 0, 0) +// | Centered Title | +// | Paragraph Detection | +// | OCR TEAM | +// | 10 November 2010 | +// | | +// | Look here, I have a paragraph.| ParagraphModel(LEFT, 0, 20, 0) +// |This paragraph starts at the top| +// |of the page and takes 3 lines. | +// | Here I have a second paragraph| ParagraphModel(LEFT, 0, 20, 0) +// |which indicates that the first | +// |paragraph is not a continuation | +// |from a previous page, as it is | +// |indented just like this second | +// |paragraph. | +// | Here is a block quote. It | ParagraphModel(LEFT, 30, 0, 0) +// | looks like the prior text | +// | but it is indented more | +// | and is fully justified. | +// | So how does one deal with | ParagraphModel(LEFT, 0, 20, 0) +// |centered text, block quotes, | +// |normal paragraphs, and lists | +// |like what follows? | +// |1. Make a plan. | ParagraphModel(LEFT, 0, 0, 30) +// |2. Use a heuristic, for example,| ParagraphModel(LEFT, 0, 0, 30) +// | looking for lines where the | +// | first word of the next line | +// | would fit on the previous | +// | line. | +// |8. Try to implement the plan in | ParagraphModel(LEFT, 0, 0, 30) +// | Python and try it out. | +// |4. Determine how to fix the | ParagraphModel(LEFT, 0, 0, 30) +// | mistakes. | +// |5. Repeat. | ParagraphModel(LEFT, 0, 0, 30) +// | For extra painful penalty work| ParagraphModel(LEFT, 0, 20, 0) +// |you can try to identify source | +// |code. Ouch! | +// +--------------------------------+ +class ParagraphModel { + public: + ParagraphModel(tesseract::ParagraphJustification justification, + int margin, + int first_indent, + int body_indent, + int tolerance) + : justification_(justification), + margin_(margin), + first_indent_(first_indent), + body_indent_(body_indent), + tolerance_(tolerance) { + // Make one of {first_indent, body_indent} is 0. + int added_margin = first_indent; + if (body_indent < added_margin) + added_margin = body_indent; + margin_ += added_margin; + first_indent_ -= added_margin; + body_indent_ -= added_margin; + } + + ParagraphModel() + : justification_(tesseract::JUSTIFICATION_UNKNOWN), + margin_(0), + first_indent_(0), + body_indent_(0), + tolerance_(0) { } + + // ValidFirstLine() and ValidBodyLine() take arguments describing a text line + // in a block of text which we are trying to model: + // lmargin, lindent: these add up to the distance from the leftmost ink + // in the text line to the surrounding text block's left + // edge. + // rmargin, rindent: these add up to the distance from the rightmost ink + // in the text line to the surrounding text block's right + // edge. + // The caller determines the division between "margin" and "indent", which + // only actually affect whether we think the line may be centered. + // + // If the amount of whitespace matches the amount of whitespace expected on + // the relevant side of the line (within tolerance_) we say it matches. + + // Return whether a given text line could be a first paragraph line according + // to this paragraph model. + bool ValidFirstLine(int lmargin, int lindent, int rindent, int rmargin) const; + + // Return whether a given text line could be a first paragraph line according + // to this paragraph model. + bool ValidBodyLine(int lmargin, int lindent, int rindent, int rmargin) const; + + tesseract::ParagraphJustification justification() const { + return justification_; + } + int margin() const { return margin_; } + int first_indent() const { return first_indent_; } + int body_indent() const { return body_indent_; } + int tolerance() const { return tolerance_; } + bool is_flush() const { + return (justification_ == tesseract::JUSTIFICATION_LEFT || + justification_ == tesseract::JUSTIFICATION_RIGHT) && + abs(first_indent_ - body_indent_) <= tolerance_; + } + + // Return whether this model is likely to agree with the other model on most + // paragraphs they are marked. + bool Comparable(const ParagraphModel &other) const; + + STRING ToString() const; + + private: + tesseract::ParagraphJustification justification_; + int margin_; + int first_indent_; + int body_indent_; + int tolerance_; +}; + +#endif // TESSERACT_CCSTRUCT_OCRPARA_H_ diff --git a/3rdparty/hgOCR/include/ccstruct/ocrrow.cpp b/3rdparty/hgOCR/include/ccstruct/ocrrow.cpp new file mode 100644 index 00000000..c6f919ca --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ocrrow.cpp @@ -0,0 +1,243 @@ +/********************************************************************** + * File: ocrrow.cpp (Formerly row.c) + * Description: Code for the ROW class. + * Author: Ray Smith + * Created: Tue Oct 08 15:58:04 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "ocrrow.h" +#include "blobbox.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +ELISTIZE (ROW) +/********************************************************************** + * ROW::ROW + * + * Constructor to build a ROW. Only the stats stuff are given here. + * The words are added directly. + **********************************************************************/ +ROW::ROW ( //constructor +inT32 spline_size, //no of segments +inT32 * xstarts, //segment boundaries +double *coeffs, //coefficients +float x_height, //line height +float ascenders, //ascender size +float descenders, //descender drop +inT16 kern, //char gap +inT16 space //word gap +) + : baseline(spline_size, xstarts, coeffs), + para_(NULL) { + kerning = kern; //just store stuff + spacing = space; + xheight = x_height; + ascrise = ascenders; + bodysize = 0.0f; + descdrop = descenders; + has_drop_cap_ = false; + lmargin_ = 0; + rmargin_ = 0; +} + + +/********************************************************************** + * ROW::ROW + * + * Constructor to build a ROW. Only the stats stuff are given here. + * The words are added directly. + **********************************************************************/ + +ROW::ROW( //constructor + TO_ROW *to_row, //source row + inT16 kern, //char gap + inT16 space //word gap + ) : para_(NULL) { + kerning = kern; //just store stuff + spacing = space; + xheight = to_row->xheight; + bodysize = to_row->body_size; + ascrise = to_row->ascrise; + descdrop = to_row->descdrop; + baseline = to_row->baseline; + has_drop_cap_ = false; + lmargin_ = 0; + rmargin_ = 0; +} + +// Returns the bounding box including the desired combination of upper and +// lower noise/diacritic elements. +TBOX ROW::restricted_bounding_box(bool upper_dots, bool lower_dots) const { + TBOX box; + // This is a read-only iteration of the words in the row. + WERD_IT it(const_cast(&words)); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + box += it.data()->restricted_bounding_box(upper_dots, lower_dots); + } + return box; +} + +/********************************************************************** + * ROW::recalc_bounding_box + * + * Set the bounding box correctly + **********************************************************************/ + +void ROW::recalc_bounding_box() { //recalculate BB + WERD *word; //current word + WERD_IT it = &words; //words of ROW + inT16 left; //of word + inT16 prev_left; //old left + + if (!it.empty ()) { + word = it.data (); + prev_left = word->bounding_box ().left (); + it.forward (); + while (!it.at_first ()) { + word = it.data (); + left = word->bounding_box ().left (); + if (left < prev_left) { + it.move_to_first (); + //words in BB order + it.sort (word_comparator); + break; + } + prev_left = left; + it.forward (); + } + } + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + word = it.data (); + if (it.at_first ()) + word->set_flag (W_BOL, TRUE); + else + //not start of line + word->set_flag (W_BOL, FALSE); + if (it.at_last ()) + word->set_flag (W_EOL, TRUE); + else + //not end of line + word->set_flag (W_EOL, FALSE); + //extend BB as reqd + bound_box += word->bounding_box (); + } +} + + +/********************************************************************** + * ROW::move + * + * Reposition row by vector + **********************************************************************/ + +void ROW::move( // reposition row + const ICOORD vec // by vector + ) { + WERD_IT it(&words); // word iterator + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + it.data ()->move (vec); + + bound_box.move (vec); + baseline.move (vec); +} + + +/********************************************************************** + * ROW::print + * + * Display members + **********************************************************************/ + +void ROW::print( //print + FILE *fp //file to print on + ) { + tprintf("Kerning= %d\n", kerning); + tprintf("Spacing= %d\n", spacing); + bound_box.print(); + tprintf("Xheight= %f\n", xheight); + tprintf("Ascrise= %f\n", ascrise); + tprintf("Descdrop= %f\n", descdrop); + tprintf("has_drop_cap= %d\n", has_drop_cap_); + tprintf("lmargin= %d, rmargin= %d\n", lmargin_, rmargin_); +} + + +/********************************************************************** + * ROW::plot + * + * Draw the ROW in the given colour. + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +void ROW::plot( //draw it + ScrollView* window, //window to draw in + ScrollView::Color colour //colour to draw in + ) { + WERD *word; //current word + WERD_IT it = &words; //words of ROW + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + word = it.data (); + word->plot (window, colour); //all in one colour + } +} + +/********************************************************************** + * ROW::plot + * + * Draw the ROW in rainbow colours. + **********************************************************************/ + +void ROW::plot( //draw it + ScrollView* window //window to draw in + ) { + WERD *word; //current word + WERD_IT it = &words; //words of ROW + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + word = it.data (); + word->plot (window); //in rainbow colours + } +} +#endif // GRAPHICS_DISABLED + +/********************************************************************** + * ROW::operator= + * + * Assign rows by duplicating the row structure but NOT the WERDLIST + **********************************************************************/ + +ROW & ROW::operator= (const ROW & source) { + this->ELIST_LINK::operator= (source); + kerning = source.kerning; + spacing = source.spacing; + xheight = source.xheight; + bodysize = source.bodysize; + ascrise = source.ascrise; + descdrop = source.descdrop; + if (!words.empty ()) + words.clear (); + baseline = source.baseline; //QSPLINES must do = + bound_box = source.bound_box; + has_drop_cap_ = source.has_drop_cap_; + lmargin_ = source.lmargin_; + rmargin_ = source.rmargin_; + para_ = source.para_; + return *this; +} diff --git a/3rdparty/hgOCR/include/ccstruct/ocrrow.h b/3rdparty/hgOCR/include/ccstruct/ocrrow.h new file mode 100644 index 00000000..45384b71 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ocrrow.h @@ -0,0 +1,165 @@ +/********************************************************************** + * File: ocrrow.h (Formerly row.h) + * Description: Code for the ROW class. + * Author: Ray Smith + * Created: Tue Oct 08 15:58:04 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef OCRROW_H +#define OCRROW_H + +#include + +#include "quspline.h" +#include "werd.h" + +class TO_ROW; + +struct PARA; + +class ROW:public ELIST_LINK +{ + friend void tweak_row_baseline(ROW *, double, double); + public: + ROW() { + } //empty constructor + ROW( //constructor + inT32 spline_size, //no of segments + inT32 *xstarts, //segment boundaries + double *coeffs, //coefficients //ascender size + float x_height, + float ascenders, + float descenders, //descender size + inT16 kern, //char gap + inT16 space); //word gap + ROW( //constructor + TO_ROW *row, //textord row + inT16 kern, //char gap + inT16 space); //word gap + + WERD_LIST *word_list() { //get words + return &words; + } + + float base_line( //compute baseline + float xpos) const { //at the position + //get spline value + return (float) baseline.y (xpos); + } + float x_height() const { //return x height + return xheight; + } + void set_x_height(float new_xheight) { // set x height + xheight = new_xheight; + } + inT32 kern() const { //return kerning + return kerning; + } + float body_size() const { //return body size + return bodysize; + } + void set_body_size(float new_size) { // set body size + bodysize = new_size; + } + inT32 space() const { //return spacing + return spacing; + } + float ascenders() const { //return size + return ascrise; + } + float descenders() const { //return size + return descdrop; + } + TBOX bounding_box() const { //return bounding box + return bound_box; + } + // Returns the bounding box including the desired combination of upper and + // lower noise/diacritic elements. + TBOX restricted_bounding_box(bool upper_dots, bool lower_dots) const; + + void set_lmargin(inT16 lmargin) { + lmargin_ = lmargin; + } + void set_rmargin(inT16 rmargin) { + rmargin_ = rmargin; + } + inT16 lmargin() const { + return lmargin_; + } + inT16 rmargin() const { + return rmargin_; + } + + void set_has_drop_cap(bool has) { + has_drop_cap_ = has; + } + bool has_drop_cap() const { + return has_drop_cap_; + } + + void set_para(PARA *p) { + para_ = p; + } + PARA *para() const { + return para_; + } + + void recalc_bounding_box(); //recalculate BB + + void move( // reposition row + const ICOORD vec); // by vector + + void print( //print + FILE *fp); //file to print on + + #ifndef GRAPHICS_DISABLED + void plot( //draw one + ScrollView* window, //window to draw in + ScrollView::Color colour); //uniform colour + void plot( //draw one + ScrollView* window); //in rainbow colours + + void plot_baseline( //draw the baseline + ScrollView* window, //window to draw in + ScrollView::Color colour) { //colour to draw + //draw it + baseline.plot (window, colour); + } + #endif // GRAPHICS_DISABLED + ROW& operator= (const ROW & source); + + private: + inT32 kerning; //inter char gap + inT32 spacing; //inter word gap + TBOX bound_box; //bounding box + float xheight; //height of line + float ascrise; //size of ascenders + float descdrop; //-size of descenders + float bodysize; //CJK character size. (equals to + //xheight+ascrise by default) + WERD_LIST words; //words + QSPLINE baseline; //baseline spline + + // These get set after blocks have been determined. + bool has_drop_cap_; + inT16 lmargin_; // Distance to left polyblock margin. + inT16 rmargin_; // Distance to right polyblock margin. + + // This gets set during paragraph analysis. + PARA *para_; // Paragraph of which this row is part. +}; + +ELISTIZEH (ROW) +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/otsuthr.cpp b/3rdparty/hgOCR/include/ccstruct/otsuthr.cpp new file mode 100644 index 00000000..8822ce29 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/otsuthr.cpp @@ -0,0 +1,216 @@ +/********************************************************************** + * File: otsuthr.cpp + * Description: Simple Otsu thresholding for binarizing images. + * Author: Ray Smith + * Created: Fri Mar 07 12:31:01 PST 2008 + * + * (C) Copyright 2008, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "otsuthr.h" + +#include +#include "allheaders.h" +#include "helpers.h" +#include "openclwrapper.h" + + +namespace tesseract { + +// Computes the Otsu threshold(s) for the given image rectangle, making one +// for each channel. Each channel is always one byte per pixel. +// Returns an array of threshold values and an array of hi_values, such +// that a pixel value >threshold[channel] is considered foreground if +// hi_values[channel] is 0 or background if 1. A hi_value of -1 indicates +// that there is no apparent foreground. At least one hi_value will not be -1. +// Delete thresholds and hi_values with delete [] after use. +// The return value is the number of channels in the input image, being +// the size of the output thresholds and hi_values arrays. +int OtsuThreshold(Pix* src_pix, int left, int top, int width, int height, + int** thresholds, int** hi_values) { + int num_channels = pixGetDepth(src_pix) / 8; + // Of all channels with no good hi_value, keep the best so we can always + // produce at least one answer. + PERF_COUNT_START("OtsuThreshold") + int best_hi_value = 1; + int best_hi_index = 0; + bool any_good_hivalue = false; + double best_hi_dist = 0.0; + *thresholds = new int[num_channels]; + *hi_values = new int[num_channels]; + + // only use opencl if compiled w/ OpenCL and selected device is opencl +#ifdef USE_OPENCL + // all of channel 0 then all of channel 1... + int* histogramAllChannels = new int[kHistogramSize * num_channels]; + + // Calculate Histogram on GPU + OpenclDevice od; + if (od.selectedDeviceIsOpenCL() && (num_channels == 1 || num_channels == 4) && + top == 0 && left == 0) { + od.HistogramRectOCL((unsigned char*)pixGetData(src_pix), num_channels, + pixGetWpl(src_pix) * 4, left, top, width, height, + kHistogramSize, histogramAllChannels); + + // Calculate Threshold from Histogram on cpu + for (int ch = 0; ch < num_channels; ++ch) { + (*thresholds)[ch] = -1; + (*hi_values)[ch] = -1; + int *histogram = &histogramAllChannels[kHistogramSize * ch]; + int H; + int best_omega_0; + int best_t = OtsuStats(histogram, &H, &best_omega_0); + if (best_omega_0 == 0 || best_omega_0 == H) { + // This channel is empty. + continue; + } + // To be a convincing foreground we must have a small fraction of H + // or to be a convincing background we must have a large fraction of H. + // In between we assume this channel contains no thresholding information. + int hi_value = best_omega_0 < H * 0.5; + (*thresholds)[ch] = best_t; + if (best_omega_0 > H * 0.75) { + any_good_hivalue = true; + (*hi_values)[ch] = 0; + } else if (best_omega_0 < H * 0.25) { + any_good_hivalue = true; + (*hi_values)[ch] = 1; + } else { + // In case all channels are like this, keep the best of the bad lot. + double hi_dist = hi_value ? (H - best_omega_0) : best_omega_0; + if (hi_dist > best_hi_dist) { + best_hi_dist = hi_dist; + best_hi_value = hi_value; + best_hi_index = ch; + } + } + } + } else { +#endif + for (int ch = 0; ch < num_channels; ++ch) { + (*thresholds)[ch] = -1; + (*hi_values)[ch] = -1; + // Compute the histogram of the image rectangle. + int histogram[kHistogramSize]; + HistogramRect(src_pix, ch, left, top, width, height, histogram); + int H; + int best_omega_0; + int best_t = OtsuStats(histogram, &H, &best_omega_0); + if (best_omega_0 == 0 || best_omega_0 == H) { + // This channel is empty. + continue; + } + // To be a convincing foreground we must have a small fraction of H + // or to be a convincing background we must have a large fraction of H. + // In between we assume this channel contains no thresholding information. + int hi_value = best_omega_0 < H * 0.5; + (*thresholds)[ch] = best_t; + if (best_omega_0 > H * 0.75) { + any_good_hivalue = true; + (*hi_values)[ch] = 0; + } else if (best_omega_0 < H * 0.25) { + any_good_hivalue = true; + (*hi_values)[ch] = 1; + } else { + // In case all channels are like this, keep the best of the bad lot. + double hi_dist = hi_value ? (H - best_omega_0) : best_omega_0; + if (hi_dist > best_hi_dist) { + best_hi_dist = hi_dist; + best_hi_value = hi_value; + best_hi_index = ch; + } + } + } +#ifdef USE_OPENCL + } + delete[] histogramAllChannels; +#endif // USE_OPENCL + + if (!any_good_hivalue) { + // Use the best of the ones that were not good enough. + (*hi_values)[best_hi_index] = best_hi_value; + } + PERF_COUNT_END + return num_channels; +} + +// Computes the histogram for the given image rectangle, and the given +// single channel. Each channel is always one byte per pixel. +// Histogram is always a kHistogramSize(256) element array to count +// occurrences of each pixel value. +void HistogramRect(Pix* src_pix, int channel, + int left, int top, int width, int height, + int* histogram) { + PERF_COUNT_START("HistogramRect") + int num_channels = pixGetDepth(src_pix) / 8; + channel = ClipToRange(channel, 0, num_channels - 1); + int bottom = top + height; + memset(histogram, 0, sizeof(*histogram) * kHistogramSize); + int src_wpl = pixGetWpl(src_pix); + l_uint32* srcdata = pixGetData(src_pix); + for (int y = top; y < bottom; ++y) { + const l_uint32* linedata = srcdata + y * src_wpl; + for (int x = 0; x < width; ++x) { + int pixel = GET_DATA_BYTE(const_cast( + reinterpret_cast(linedata)), + (x + left) * num_channels + channel); + ++histogram[pixel]; + } + } + PERF_COUNT_END +} + +// Computes the Otsu threshold(s) for the given histogram. +// Also returns H = total count in histogram, and +// omega0 = count of histogram below threshold. +int OtsuStats(const int* histogram, int* H_out, int* omega0_out) { + int H = 0; + double mu_T = 0.0; + for (int i = 0; i < kHistogramSize; ++i) { + H += histogram[i]; + mu_T += static_cast(i) * histogram[i]; + } + + // Now maximize sig_sq_B over t. + // http://www.ctie.monash.edu.au/hargreave/Cornall_Terry_328.pdf + int best_t = -1; + int omega_0, omega_1; + int best_omega_0 = 0; + double best_sig_sq_B = 0.0; + double mu_0, mu_1, mu_t; + omega_0 = 0; + mu_t = 0.0; + for (int t = 0; t < kHistogramSize - 1; ++t) { + omega_0 += histogram[t]; + mu_t += t * static_cast(histogram[t]); + if (omega_0 == 0) + continue; + omega_1 = H - omega_0; + if (omega_1 == 0) + break; + mu_0 = mu_t / omega_0; + mu_1 = (mu_T - mu_t) / omega_1; + double sig_sq_B = mu_1 - mu_0; + sig_sq_B *= sig_sq_B * omega_0 * omega_1; + if (best_t < 0 || sig_sq_B > best_sig_sq_B) { + best_sig_sq_B = sig_sq_B; + best_t = t; + best_omega_0 = omega_0; + } + } + if (H_out != NULL) *H_out = H; + if (omega0_out != NULL) *omega0_out = best_omega_0; + return best_t; +} + +} // namespace tesseract. diff --git a/3rdparty/hgOCR/include/ccstruct/otsuthr.h b/3rdparty/hgOCR/include/ccstruct/otsuthr.h new file mode 100644 index 00000000..7e7d2817 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/otsuthr.h @@ -0,0 +1,56 @@ +/////////////////////////////////////////////////////////////////////// +// File: otsuthr.h +// Description: Simple Otsu thresholding for binarizing images. +// Author: Ray Smith +// Created: Fri Mar 07 12:14:01 PST 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCMAIN_OTSUTHR_H__ +#define TESSERACT_CCMAIN_OTSUTHR_H__ + +struct Pix; + +namespace tesseract { + +const int kHistogramSize = 256; // The size of a histogram of pixel values. + +// Computes the Otsu threshold(s) for the given image rectangle, making one +// for each channel. Each channel is always one byte per pixel. +// Returns an array of threshold values and an array of hi_values, such +// that a pixel value >threshold[channel] is considered foreground if +// hi_values[channel] is 0 or background if 1. A hi_value of -1 indicates +// that there is no apparent foreground. At least one hi_value will not be -1. +// Delete thresholds and hi_values with delete [] after use. +// The return value is the number of channels in the input image, being +// the size of the output thresholds and hi_values arrays. +int OtsuThreshold(Pix* src_pix, int left, int top, int width, int height, + int** thresholds, int** hi_values); + +// Computes the histogram for the given image rectangle, and the given +// single channel. Each channel is always one byte per pixel. +// Histogram is always a kHistogramSize(256) element array to count +// occurrences of each pixel value. +void HistogramRect(Pix* src_pix, int channel, + int left, int top, int width, int height, + int* histogram); + +// Computes the Otsu threshold(s) for the given histogram. +// Also returns H = total count in histogram, and +// omega0 = count of histogram below threshold. +int OtsuStats(const int* histogram, int* H_out, int* omega0_out); + +} // namespace tesseract. + +#endif // TESSERACT_CCMAIN_OTSUTHR_H__ diff --git a/3rdparty/hgOCR/include/ccstruct/pageres.cpp b/3rdparty/hgOCR/include/ccstruct/pageres.cpp new file mode 100644 index 00000000..32635365 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/pageres.cpp @@ -0,0 +1,1690 @@ +/********************************************************************** + * File: pageres.cpp (Formerly page_res.c) + * Description: Hierarchy of results classes from PAGE_RES to WERD_RES + * and an iterator class to iterate over the words. + * Main purposes: + * Easy way to iterate over the words without a 3-nested loop. + * Holds data used during word recognition. + * Holds information about alternative spacing paths. + * Author: Phil Cheatle + * Created: Tue Sep 22 08:42:49 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ +#include +#ifdef __UNIX__ +#include +#endif +#include "blamer.h" +#include "pageres.h" +#include "blobs.h" + +ELISTIZE (BLOCK_RES) +CLISTIZE (BLOCK_RES) ELISTIZE (ROW_RES) ELISTIZE (WERD_RES) + +// Gain factor for computing thresholds that determine the ambiguity of a word. +static const double kStopperAmbiguityThresholdGain = 8.0; +// Constant offset for computing thresholds that determine the ambiguity of a +// word. +static const double kStopperAmbiguityThresholdOffset = 1.5; +// Max number of broken pieces to associate. +const int kWordrecMaxNumJoinChunks = 4; +// Max ratio of word box height to line size to allow it to be processed as +// a line with other words. +const double kMaxWordSizeRatio = 1.25; +// Max ratio of line box height to line size to allow a new word to be added. +const double kMaxLineSizeRatio = 1.25; +// Max ratio of word gap to line size to allow a new word to be added. +const double kMaxWordGapRatio = 2.0; + +// Computes and returns a threshold of certainty difference used to determine +// which words to keep, based on the adjustment factors of the two words. +// TODO(rays) This is horrible. Replace with an enhance params training model. +static double StopperAmbigThreshold(double f1, double f2) { + return (f2 - f1) * kStopperAmbiguityThresholdGain - + kStopperAmbiguityThresholdOffset; +} + +/************************************************************************* + * PAGE_RES::PAGE_RES + * + * Constructor for page results + *************************************************************************/ +PAGE_RES::PAGE_RES( + bool merge_similar_words, + BLOCK_LIST *the_block_list, + WERD_CHOICE **prev_word_best_choice_ptr) { + Init(); + BLOCK_IT block_it(the_block_list); + BLOCK_RES_IT block_res_it(&block_res_list); + for (block_it.mark_cycle_pt(); + !block_it.cycled_list(); block_it.forward()) { + block_res_it.add_to_end(new BLOCK_RES(merge_similar_words, + block_it.data())); + } + prev_word_best_choice = prev_word_best_choice_ptr; +} + +/************************************************************************* + * BLOCK_RES::BLOCK_RES + * + * Constructor for BLOCK results + *************************************************************************/ + +BLOCK_RES::BLOCK_RES(bool merge_similar_words, BLOCK *the_block) { + ROW_IT row_it (the_block->row_list ()); + ROW_RES_IT row_res_it(&row_res_list); + + char_count = 0; + rej_count = 0; + font_class = -1; //not assigned + x_height = -1.0; + font_assigned = FALSE; + bold = FALSE; + italic = FALSE; + row_count = 0; + + block = the_block; + + for (row_it.mark_cycle_pt(); !row_it.cycled_list(); row_it.forward()) { + row_res_it.add_to_end(new ROW_RES(merge_similar_words, row_it.data())); + } +} + +/************************************************************************* + * ROW_RES::ROW_RES + * + * Constructor for ROW results + *************************************************************************/ + +ROW_RES::ROW_RES(bool merge_similar_words, ROW *the_row) { + WERD_IT word_it(the_row->word_list()); + WERD_RES_IT word_res_it(&word_res_list); + WERD_RES *combo = NULL; // current combination of fuzzies + WERD *copy_word; + + char_count = 0; + rej_count = 0; + whole_word_rej_count = 0; + + row = the_row; + bool add_next_word = false; + TBOX union_box; + float line_height = the_row->x_height() + the_row->ascenders() - + the_row->descenders(); + for (word_it.mark_cycle_pt(); !word_it.cycled_list(); word_it.forward()) { + WERD_RES* word_res = new WERD_RES(word_it.data()); + word_res->x_height = the_row->x_height(); + if (add_next_word) { + ASSERT_HOST(combo != NULL); + // We are adding this word to the combination. + word_res->part_of_combo = TRUE; + combo->copy_on(word_res); + } else if (merge_similar_words) { + union_box = word_res->word->bounding_box(); + add_next_word = !word_res->word->flag(W_REP_CHAR) && + union_box.height() <= line_height * kMaxWordSizeRatio; + word_res->odd_size = !add_next_word; + } + WERD* next_word = word_it.data_relative(1); + if (merge_similar_words) { + if (add_next_word && !next_word->flag(W_REP_CHAR)) { + // Next word will be added on if all of the following are true: + // Not a rep char. + // Box height small enough. + // Union box height small enough. + // Horizontal gap small enough. + TBOX next_box = next_word->bounding_box(); + int prev_right = union_box.right(); + union_box += next_box; + if (next_box.height() > line_height * kMaxWordSizeRatio || + union_box.height() > line_height * kMaxLineSizeRatio || + next_box.left() > prev_right + line_height * kMaxWordGapRatio) { + add_next_word = false; + } + } + next_word->set_flag(W_FUZZY_NON, add_next_word); + } else { + add_next_word = next_word->flag(W_FUZZY_NON); + } + if (add_next_word) { + if (combo == NULL) { + copy_word = new WERD; + *copy_word = *(word_it.data()); // deep copy + combo = new WERD_RES(copy_word); + combo->x_height = the_row->x_height(); + combo->combination = TRUE; + word_res_it.add_to_end(combo); + } + word_res->part_of_combo = TRUE; + } else { + combo = NULL; + } + word_res_it.add_to_end(word_res); + } +} + + +WERD_RES& WERD_RES::operator=(const WERD_RES & source) { + this->ELIST_LINK::operator=(source); + Clear(); + if (source.combination) { + word = new WERD; + *word = *(source.word); // deep copy + } else { + word = source.word; // pt to same word + } + if (source.bln_boxes != NULL) + bln_boxes = new tesseract::BoxWord(*source.bln_boxes); + if (source.chopped_word != NULL) + chopped_word = new TWERD(*source.chopped_word); + if (source.rebuild_word != NULL) + rebuild_word = new TWERD(*source.rebuild_word); + // TODO(rays) Do we ever need to copy the seam_array? + blob_row = source.blob_row; + denorm = source.denorm; + if (source.box_word != NULL) + box_word = new tesseract::BoxWord(*source.box_word); + best_state = source.best_state; + correct_text = source.correct_text; + blob_widths = source.blob_widths; + blob_gaps = source.blob_gaps; + // None of the uses of operator= require the ratings matrix to be copied, + // so don't as it would be really slow. + + // Copy the cooked choices. + WERD_CHOICE_IT wc_it(const_cast(&source.best_choices)); + WERD_CHOICE_IT wc_dest_it(&best_choices); + for (wc_it.mark_cycle_pt(); !wc_it.cycled_list(); wc_it.forward()) { + const WERD_CHOICE *choice = wc_it.data(); + wc_dest_it.add_after_then_move(new WERD_CHOICE(*choice)); + } + if (!wc_dest_it.empty()) { + wc_dest_it.move_to_first(); + best_choice = wc_dest_it.data(); + } else { + best_choice = NULL; + } + + if (source.raw_choice != NULL) { + raw_choice = new WERD_CHOICE(*source.raw_choice); + } else { + raw_choice = NULL; + } + if (source.ep_choice != NULL) { + ep_choice = new WERD_CHOICE(*source.ep_choice); + } else { + ep_choice = NULL; + } + reject_map = source.reject_map; + combination = source.combination; + part_of_combo = source.part_of_combo; + CopySimpleFields(source); + if (source.blamer_bundle != NULL) { + blamer_bundle = new BlamerBundle(*(source.blamer_bundle)); + } + return *this; +} + +// Copies basic fields that don't involve pointers that might be useful +// to copy when making one WERD_RES from another. +void WERD_RES::CopySimpleFields(const WERD_RES& source) { + tess_failed = source.tess_failed; + tess_accepted = source.tess_accepted; + tess_would_adapt = source.tess_would_adapt; + done = source.done; + unlv_crunch_mode = source.unlv_crunch_mode; + small_caps = source.small_caps; + odd_size = source.odd_size; + italic = source.italic; + bold = source.bold; + fontinfo = source.fontinfo; + fontinfo2 = source.fontinfo2; + fontinfo_id_count = source.fontinfo_id_count; + fontinfo_id2_count = source.fontinfo_id2_count; + x_height = source.x_height; + caps_height = source.caps_height; + baseline_shift = source.baseline_shift; + guessed_x_ht = source.guessed_x_ht; + guessed_caps_ht = source.guessed_caps_ht; + reject_spaces = source.reject_spaces; + uch_set = source.uch_set; + tesseract = source.tesseract; +} + +// Initializes a blank (default constructed) WERD_RES from one that has +// already been recognized. +// Use SetupFor*Recognition afterwards to complete the setup and make +// it ready for a retry recognition. +void WERD_RES::InitForRetryRecognition(const WERD_RES& source) { + word = source.word; + CopySimpleFields(source); + if (source.blamer_bundle != NULL) { + blamer_bundle = new BlamerBundle(); + blamer_bundle->CopyTruth(*source.blamer_bundle); + } +} + +// Sets up the members used in recognition: bln_boxes, chopped_word, +// seam_array, denorm. Returns false if +// the word is empty and sets up fake results. If use_body_size is +// true and row->body_size is set, then body_size will be used for +// blob normalization instead of xheight + ascrise. This flag is for +// those languages that are using CJK pitch model and thus it has to +// be true if and only if tesseract->textord_use_cjk_fp_model is +// true. +// If allow_detailed_fx is true, the feature extractor will receive fine +// precision outline information, allowing smoother features and better +// features on low resolution images. +// The norm_mode_hint sets the default mode for normalization in absence +// of any of the above flags. +// norm_box is used to override the word bounding box to determine the +// normalization scale and offset. +// Returns false if the word is empty and sets up fake results. +bool WERD_RES::SetupForRecognition(const UNICHARSET& unicharset_in, + tesseract::Tesseract* tess, Pix* pix, + int norm_mode, + const TBOX* norm_box, + bool numeric_mode, + bool use_body_size, + bool allow_detailed_fx, + ROW *row, const BLOCK* block) { + tesseract::OcrEngineMode norm_mode_hint = + static_cast(norm_mode); + tesseract = tess; + POLY_BLOCK* pb = block != NULL ? block->poly_block() : NULL; + if ((norm_mode_hint != tesseract::OEM_CUBE_ONLY && + word->cblob_list()->empty()) || (pb != NULL && !pb->IsText())) { + // Empty words occur when all the blobs have been moved to the rej_blobs + // list, which seems to occur frequently in junk. + SetupFake(unicharset_in); + word->set_flag(W_REP_CHAR, false); + return false; + } + ClearResults(); + SetupWordScript(unicharset_in); + chopped_word = TWERD::PolygonalCopy(allow_detailed_fx, word); + float word_xheight = use_body_size && row != NULL && row->body_size() > 0.0f + ? row->body_size() : x_height; + chopped_word->BLNormalize(block, row, pix, word->flag(W_INVERSE), + word_xheight, baseline_shift, numeric_mode, + norm_mode_hint, norm_box, &denorm); + blob_row = row; + SetupBasicsFromChoppedWord(unicharset_in); + SetupBlamerBundle(); + int num_blobs = chopped_word->NumBlobs(); + ratings = new MATRIX(num_blobs, kWordrecMaxNumJoinChunks); + tess_failed = false; + return true; +} + +// Set up the seam array, bln_boxes, best_choice, and raw_choice to empty +// accumulators from a made chopped word. We presume the fields are already +// empty. +void WERD_RES::SetupBasicsFromChoppedWord(const UNICHARSET &unicharset_in) { + bln_boxes = tesseract::BoxWord::CopyFromNormalized(chopped_word); + start_seam_list(chopped_word, &seam_array); + SetupBlobWidthsAndGaps(); + ClearWordChoices(); +} + +// Sets up the members used in recognition for an empty recognition result: +// bln_boxes, chopped_word, seam_array, denorm, best_choice, raw_choice. +void WERD_RES::SetupFake(const UNICHARSET& unicharset_in) { + ClearResults(); + SetupWordScript(unicharset_in); + chopped_word = new TWERD; + rebuild_word = new TWERD; + bln_boxes = new tesseract::BoxWord; + box_word = new tesseract::BoxWord; + int blob_count = word->cblob_list()->length(); + if (blob_count > 0) { + BLOB_CHOICE** fake_choices = new BLOB_CHOICE*[blob_count]; + // For non-text blocks, just pass any blobs through to the box_word + // and call the word failed with a fake classification. + C_BLOB_IT b_it(word->cblob_list()); + int blob_id = 0; + for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { + TBOX box = b_it.data()->bounding_box(); + box_word->InsertBox(box_word->length(), box); + fake_choices[blob_id++] = new BLOB_CHOICE; + } + FakeClassifyWord(blob_count, fake_choices); + delete [] fake_choices; + } else { + WERD_CHOICE* word = new WERD_CHOICE(&unicharset_in); + word->make_bad(); + LogNewRawChoice(word); + // Ownership of word is taken by *this WERD_RES in LogNewCookedChoice. + LogNewCookedChoice(1, false, word); + } + tess_failed = true; + done = true; +} + +void WERD_RES::SetupWordScript(const UNICHARSET& uch) { + uch_set = &uch; + int script = uch.default_sid(); + word->set_script_id(script); + word->set_flag(W_SCRIPT_HAS_XHEIGHT, uch.script_has_xheight()); + word->set_flag(W_SCRIPT_IS_LATIN, script == uch.latin_sid()); +} + +// Sets up the blamer_bundle if it is not null, using the initialized denorm. +void WERD_RES::SetupBlamerBundle() { + if (blamer_bundle != NULL) { + blamer_bundle->SetupNormTruthWord(denorm); + } +} + +// Computes the blob_widths and blob_gaps from the chopped_word. +void WERD_RES::SetupBlobWidthsAndGaps() { + blob_widths.truncate(0); + blob_gaps.truncate(0); + int num_blobs = chopped_word->NumBlobs(); + for (int b = 0; b < num_blobs; ++b) { + TBLOB *blob = chopped_word->blobs[b]; + TBOX box = blob->bounding_box(); + blob_widths.push_back(box.width()); + if (b + 1 < num_blobs) { + blob_gaps.push_back( + chopped_word->blobs[b + 1]->bounding_box().left() - box.right()); + } + } +} + +// Updates internal data to account for a new SEAM (chop) at the given +// blob_number. Fixes the ratings matrix and states in the choices, as well +// as the blob widths and gaps. +void WERD_RES::InsertSeam(int blob_number, SEAM* seam) { + // Insert the seam into the SEAMS array. + seam->PrepareToInsertSeam(seam_array, chopped_word->blobs, blob_number, true); + seam_array.insert(seam, blob_number); + if (ratings != NULL) { + // Expand the ratings matrix. + ratings = ratings->ConsumeAndMakeBigger(blob_number); + // Fix all the segmentation states. + if (raw_choice != NULL) + raw_choice->UpdateStateForSplit(blob_number); + WERD_CHOICE_IT wc_it(&best_choices); + for (wc_it.mark_cycle_pt(); !wc_it.cycled_list(); wc_it.forward()) { + WERD_CHOICE* choice = wc_it.data(); + choice->UpdateStateForSplit(blob_number); + } + SetupBlobWidthsAndGaps(); + } +} + +// Returns true if all the word choices except the first have adjust_factors +// worse than the given threshold. +bool WERD_RES::AlternativeChoiceAdjustmentsWorseThan(float threshold) const { + // The choices are not changed by this iteration. + WERD_CHOICE_IT wc_it(const_cast(&best_choices)); + for (wc_it.forward(); !wc_it.at_first(); wc_it.forward()) { + WERD_CHOICE* choice = wc_it.data(); + if (choice->adjust_factor() <= threshold) + return false; + } + return true; +} + +// Returns true if the current word is ambiguous (by number of answers or +// by dangerous ambigs.) +bool WERD_RES::IsAmbiguous() { + return !best_choices.singleton() || best_choice->dangerous_ambig_found(); +} + +// Returns true if the ratings matrix size matches the sum of each of the +// segmentation states. +bool WERD_RES::StatesAllValid() { + int ratings_dim = ratings->dimension(); + if (raw_choice->TotalOfStates() != ratings_dim) { + tprintf("raw_choice has total of states = %d vs ratings dim of %d\n", + raw_choice->TotalOfStates(), ratings_dim); + return false; + } + WERD_CHOICE_IT it(&best_choices); + int index = 0; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward(), ++index) { + WERD_CHOICE* choice = it.data(); + if (choice->TotalOfStates() != ratings_dim) { + tprintf("Cooked #%d has total of states = %d vs ratings dim of %d\n", + index, choice->TotalOfStates(), ratings_dim); + return false; + } + } + return true; +} + +// Prints a list of words found if debug is true or the word result matches +// the word_to_debug. +void WERD_RES::DebugWordChoices(bool debug, const char* word_to_debug) { + if (debug || + (word_to_debug != NULL && *word_to_debug != '\0' && best_choice != NULL && + best_choice->unichar_string() == STRING(word_to_debug))) { + if (raw_choice != NULL) + raw_choice->print("\nBest Raw Choice"); + + WERD_CHOICE_IT it(&best_choices); + int index = 0; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward(), ++index) { + WERD_CHOICE* choice = it.data(); + STRING label; + label.add_str_int("\nCooked Choice #", index); + choice->print(label.string()); + } + } +} + +// Prints the top choice along with the accepted/done flags. +void WERD_RES::DebugTopChoice(const char* msg) const { + tprintf("Best choice: accepted=%d, adaptable=%d, done=%d : ", + tess_accepted, tess_would_adapt, done); + if (best_choice == NULL) + tprintf("\n"); + else + best_choice->print(msg); +} + +// Removes from best_choices all choices which are not within a reasonable +// range of the best choice. +// TODO(rays) incorporate the information used here into the params training +// re-ranker, in place of this heuristic that is based on the previous +// adjustment factor. +void WERD_RES::FilterWordChoices(int debug_level) { + if (best_choice == NULL || best_choices.singleton()) + return; + + if (debug_level >= 2) + best_choice->print("\nFiltering against best choice"); + WERD_CHOICE_IT it(&best_choices); + int index = 0; + for (it.forward(); !it.at_first(); it.forward(), ++index) { + WERD_CHOICE* choice = it.data(); + float threshold = StopperAmbigThreshold(best_choice->adjust_factor(), + choice->adjust_factor()); + // i, j index the blob choice in choice, best_choice. + // chunk is an index into the chopped_word blobs (AKA chunks). + // Since the two words may use different segmentations of the chunks, we + // iterate over the chunks to find out whether a comparable blob + // classification is much worse than the best result. + int i = 0, j = 0, chunk = 0; + // Each iteration of the while deals with 1 chunk. On entry choice_chunk + // and best_chunk are the indices of the first chunk in the NEXT blob, + // i.e. we don't have to increment i, j while chunk < choice_chunk and + // best_chunk respectively. + int choice_chunk = choice->state(0), best_chunk = best_choice->state(0); + while (i < choice->length() && j < best_choice->length()) { + if (choice->unichar_id(i) != best_choice->unichar_id(j) && + choice->certainty(i) - best_choice->certainty(j) < threshold) { + if (debug_level >= 2) { + STRING label; + label.add_str_int("\nDiscarding bad choice #", index); + choice->print(label.string()); + tprintf("i %d j %d Chunk %d Choice->Blob[i].Certainty %.4g" + " BestChoice->ChunkCertainty[Chunk] %g Threshold %g\n", + i, j, chunk, choice->certainty(i), + best_choice->certainty(j), threshold); + } + delete it.extract(); + break; + } + ++chunk; + // If needed, advance choice_chunk to keep up with chunk. + while (choice_chunk < chunk && ++i < choice->length()) + choice_chunk += choice->state(i); + // If needed, advance best_chunk to keep up with chunk. + while (best_chunk < chunk && ++j < best_choice->length()) + best_chunk += best_choice->state(j); + } + } +} + +void WERD_RES::ComputeAdaptionThresholds(float certainty_scale, + float min_rating, + float max_rating, + float rating_margin, + float* thresholds) { + int chunk = 0; + int end_chunk = best_choice->state(0); + int end_raw_chunk = raw_choice->state(0); + int raw_blob = 0; + for (int i = 0; i < best_choice->length(); i++, thresholds++) { + float avg_rating = 0.0f; + int num_error_chunks = 0; + + // For each chunk in best choice blob i, count non-matching raw results. + while (chunk < end_chunk) { + if (chunk >= end_raw_chunk) { + ++raw_blob; + end_raw_chunk += raw_choice->state(raw_blob); + } + if (best_choice->unichar_id(i) != + raw_choice->unichar_id(raw_blob)) { + avg_rating += raw_choice->certainty(raw_blob); + ++num_error_chunks; + } + ++chunk; + } + + if (num_error_chunks > 0) { + avg_rating /= num_error_chunks; + *thresholds = (avg_rating / -certainty_scale) * (1.0 - rating_margin); + } else { + *thresholds = max_rating; + } + + if (*thresholds > max_rating) + *thresholds = max_rating; + if (*thresholds < min_rating) + *thresholds = min_rating; + } +} + +// Saves a copy of the word_choice if it has the best unadjusted rating. +// Returns true if the word_choice was the new best. +bool WERD_RES::LogNewRawChoice(WERD_CHOICE* word_choice) { + if (raw_choice == NULL || word_choice->rating() < raw_choice->rating()) { + delete raw_choice; + raw_choice = new WERD_CHOICE(*word_choice); + raw_choice->set_permuter(TOP_CHOICE_PERM); + return true; + } + return false; +} + +// Consumes word_choice by adding it to best_choices, (taking ownership) if +// the certainty for word_choice is some distance of the best choice in +// best_choices, or by deleting the word_choice and returning false. +// The best_choices list is kept in sorted order by rating. Duplicates are +// removed, and the list is kept no longer than max_num_choices in length. +// Returns true if the word_choice is still a valid pointer. +bool WERD_RES::LogNewCookedChoice(int max_num_choices, bool debug, + WERD_CHOICE* word_choice) { + if (best_choice != NULL) { + // Throw out obviously bad choices to save some work. + // TODO(rays) Get rid of this! This piece of code produces different + // results according to the order in which words are found, which is an + // undesirable behavior. It would be better to keep all the choices and + // prune them later when more information is available. + float max_certainty_delta = + StopperAmbigThreshold(best_choice->adjust_factor(), + word_choice->adjust_factor()); + if (max_certainty_delta > -kStopperAmbiguityThresholdOffset) + max_certainty_delta = -kStopperAmbiguityThresholdOffset; + if (word_choice->certainty() - best_choice->certainty() < + max_certainty_delta) { + if (debug) { + STRING bad_string; + word_choice->string_and_lengths(&bad_string, NULL); + tprintf("Discarding choice \"%s\" with an overly low certainty" + " %.3f vs best choice certainty %.3f (Threshold: %.3f)\n", + bad_string.string(), word_choice->certainty(), + best_choice->certainty(), + max_certainty_delta + best_choice->certainty()); + } + delete word_choice; + return false; + } + } + + // Insert in the list in order of increasing rating, but knock out worse + // string duplicates. + WERD_CHOICE_IT it(&best_choices); + const STRING& new_str = word_choice->unichar_string(); + bool inserted = false; + int num_choices = 0; + if (!it.empty()) { + do { + WERD_CHOICE* choice = it.data(); + if (choice->rating() > word_choice->rating() && !inserted) { + // Time to insert. + it.add_before_stay_put(word_choice); + inserted = true; + if (num_choices == 0) + best_choice = word_choice; // This is the new best. + ++num_choices; + } + if (choice->unichar_string() == new_str) { + if (inserted) { + // New is better. + delete it.extract(); + } else { + // Old is better. + if (debug) { + tprintf("Discarding duplicate choice \"%s\", rating %g vs %g\n", + new_str.string(), word_choice->rating(), choice->rating()); + } + delete word_choice; + return false; + } + } else { + ++num_choices; + if (num_choices > max_num_choices) + delete it.extract(); + } + it.forward(); + } while (!it.at_first()); + } + if (!inserted && num_choices < max_num_choices) { + it.add_to_end(word_choice); + inserted = true; + if (num_choices == 0) + best_choice = word_choice; // This is the new best. + } + if (debug) { + if (inserted) + tprintf("New %s", best_choice == word_choice ? "Best" : "Secondary"); + else + tprintf("Poor"); + word_choice->print(" Word Choice"); + } + if (!inserted) { + delete word_choice; + return false; + } + return true; +} + + +// Simple helper moves the ownership of the pointer data from src to dest, +// first deleting anything in dest, and nulling out src afterwards. +template static void MovePointerData(T** dest, T**src) { + delete *dest; + *dest = *src; + *src = NULL; +} + +// Prints a brief list of all the best choices. +void WERD_RES::PrintBestChoices() const { + STRING alternates_str; + WERD_CHOICE_IT it(const_cast(&best_choices)); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + if (!it.at_first()) alternates_str += "\", \""; + alternates_str += it.data()->unichar_string(); + } + tprintf("Alternates for \"%s\": {\"%s\"}\n", + best_choice->unichar_string().string(), alternates_str.string()); +} + +// Returns the sum of the widths of the blob between start_blob and last_blob +// inclusive. +int WERD_RES::GetBlobsWidth(int start_blob, int last_blob) { + int result = 0; + for (int b = start_blob; b <= last_blob; ++b) { + result += blob_widths[b]; + if (b < last_blob) + result += blob_gaps[b]; + } + return result; +} +// Returns the width of a gap between the specified blob and the next one. +int WERD_RES::GetBlobsGap(int blob_index) { + if (blob_index < 0 || blob_index >= blob_gaps.size()) + return 0; + return blob_gaps[blob_index]; +} + +// Returns the BLOB_CHOICE corresponding to the given index in the +// best choice word taken from the appropriate cell in the ratings MATRIX. +// Borrowed pointer, so do not delete. May return NULL if there is no +// BLOB_CHOICE matching the unichar_id at the given index. +BLOB_CHOICE* WERD_RES::GetBlobChoice(int index) const { + if (index < 0 || index >= best_choice->length()) return NULL; + BLOB_CHOICE_LIST* choices = GetBlobChoices(index); + return FindMatchingChoice(best_choice->unichar_id(index), choices); +} + +// Returns the BLOB_CHOICE_LIST corresponding to the given index in the +// best choice word taken from the appropriate cell in the ratings MATRIX. +// Borrowed pointer, so do not delete. +BLOB_CHOICE_LIST* WERD_RES::GetBlobChoices(int index) const { + return best_choice->blob_choices(index, ratings); +} + +// Moves the results fields from word to this. This takes ownership of all +// the data, so src can be destructed. +void WERD_RES::ConsumeWordResults(WERD_RES* word) { + denorm = word->denorm; + blob_row = word->blob_row; + MovePointerData(&chopped_word, &word->chopped_word); + MovePointerData(&rebuild_word, &word->rebuild_word); + MovePointerData(&box_word, &word->box_word); + seam_array.delete_data_pointers(); + seam_array = word->seam_array; + word->seam_array.clear(); + best_state.move(&word->best_state); + correct_text.move(&word->correct_text); + blob_widths.move(&word->blob_widths); + blob_gaps.move(&word->blob_gaps); + if (ratings != NULL) ratings->delete_matrix_pointers(); + MovePointerData(&ratings, &word->ratings); + best_choice = word->best_choice; + MovePointerData(&raw_choice, &word->raw_choice); + best_choices.clear(); + WERD_CHOICE_IT wc_it(&best_choices); + wc_it.add_list_after(&word->best_choices); + reject_map = word->reject_map; + if (word->blamer_bundle != NULL) { + assert(blamer_bundle != NULL); + blamer_bundle->CopyResults(*(word->blamer_bundle)); + } + CopySimpleFields(*word); +} + +// Replace the best choice and rebuild box word. +// choice must be from the current best_choices list. +void WERD_RES::ReplaceBestChoice(WERD_CHOICE* choice) { + best_choice = choice; + RebuildBestState(); + SetupBoxWord(); + // Make up a fake reject map of the right length to keep the + // rejection pass happy. + reject_map.initialise(best_state.length()); + done = tess_accepted = tess_would_adapt = true; + SetScriptPositions(); +} + +// Builds the rebuild_word and sets the best_state from the chopped_word and +// the best_choice->state. +void WERD_RES::RebuildBestState() { + ASSERT_HOST(best_choice != NULL); + if (rebuild_word != NULL) + delete rebuild_word; + rebuild_word = new TWERD; + if (seam_array.empty()) + start_seam_list(chopped_word, &seam_array); + best_state.truncate(0); + int start = 0; + for (int i = 0; i < best_choice->length(); ++i) { + int length = best_choice->state(i); + best_state.push_back(length); + if (length > 1) { + SEAM::JoinPieces(seam_array, chopped_word->blobs, start, + start + length - 1); + } + TBLOB* blob = chopped_word->blobs[start]; + rebuild_word->blobs.push_back(new TBLOB(*blob)); + if (length > 1) { + SEAM::BreakPieces(seam_array, chopped_word->blobs, start, + start + length - 1); + } + start += length; + } +} + +// Copies the chopped_word to the rebuild_word, faking a best_state as well. +// Also sets up the output box_word. +void WERD_RES::CloneChoppedToRebuild() { + if (rebuild_word != NULL) + delete rebuild_word; + rebuild_word = new TWERD(*chopped_word); + SetupBoxWord(); + int word_len = box_word->length(); + best_state.reserve(word_len); + correct_text.reserve(word_len); + for (int i = 0; i < word_len; ++i) { + best_state.push_back(1); + correct_text.push_back(STRING("")); + } +} + +// Sets/replaces the box_word with one made from the rebuild_word. +void WERD_RES::SetupBoxWord() { + if (box_word != NULL) + delete box_word; + rebuild_word->ComputeBoundingBoxes(); + box_word = tesseract::BoxWord::CopyFromNormalized(rebuild_word); + box_word->ClipToOriginalWord(denorm.block(), word); +} + +// Sets up the script positions in the output best_choice using the best_choice +// to get the unichars, and the unicharset to get the target positions. +void WERD_RES::SetScriptPositions() { + best_choice->SetScriptPositions(small_caps, chopped_word); +} +// Sets all the blobs in all the words (raw choice and best choices) to be +// the given position. (When a sub/superscript is recognized as a separate +// word, it falls victim to the rule that a whole word cannot be sub or +// superscript, so this function overrides that problem.) +void WERD_RES::SetAllScriptPositions(tesseract::ScriptPos position) { + raw_choice->SetAllScriptPositions(position); + WERD_CHOICE_IT wc_it(&best_choices); + for (wc_it.mark_cycle_pt(); !wc_it.cycled_list(); wc_it.forward()) + wc_it.data()->SetAllScriptPositions(position); +} + +// Classifies the word with some already-calculated BLOB_CHOICEs. +// The choices are an array of blob_count pointers to BLOB_CHOICE, +// providing a single classifier result for each blob. +// The BLOB_CHOICEs are consumed and the word takes ownership. +// The number of blobs in the box_word must match blob_count. +void WERD_RES::FakeClassifyWord(int blob_count, BLOB_CHOICE** choices) { + // Setup the WERD_RES. + ASSERT_HOST(box_word != NULL); + ASSERT_HOST(blob_count == box_word->length()); + ClearWordChoices(); + ClearRatings(); + ratings = new MATRIX(blob_count, 1); + for (int c = 0; c < blob_count; ++c) { + BLOB_CHOICE_LIST* choice_list = new BLOB_CHOICE_LIST; + BLOB_CHOICE_IT choice_it(choice_list); + choice_it.add_after_then_move(choices[c]); + ratings->put(c, c, choice_list); + } + FakeWordFromRatings(TOP_CHOICE_PERM); + reject_map.initialise(blob_count); + done = true; +} + +// Creates a WERD_CHOICE for the word using the top choices from the leading +// diagonal of the ratings matrix. +void WERD_RES::FakeWordFromRatings(PermuterType permuter) { + int num_blobs = ratings->dimension(); + WERD_CHOICE* word_choice = new WERD_CHOICE(uch_set, num_blobs); + word_choice->set_permuter(permuter); + for (int b = 0; b < num_blobs; ++b) { + UNICHAR_ID unichar_id = UNICHAR_SPACE; + float rating = MAX_INT32; + float certainty = -MAX_INT32; + BLOB_CHOICE_LIST* choices = ratings->get(b, b); + if (choices != NULL && !choices->empty()) { + BLOB_CHOICE_IT bc_it(choices); + BLOB_CHOICE* choice = bc_it.data(); + unichar_id = choice->unichar_id(); + rating = choice->rating(); + certainty = choice->certainty(); + } + word_choice->append_unichar_id_space_allocated(unichar_id, 1, rating, + certainty); + } + LogNewRawChoice(word_choice); + // Ownership of word_choice taken by word here. + LogNewCookedChoice(1, false, word_choice); +} + +// Copies the best_choice strings to the correct_text for adaption/training. +void WERD_RES::BestChoiceToCorrectText() { + correct_text.clear(); + ASSERT_HOST(best_choice != NULL); + for (int i = 0; i < best_choice->length(); ++i) { + UNICHAR_ID choice_id = best_choice->unichar_id(i); + const char* blob_choice = uch_set->id_to_unichar(choice_id); + correct_text.push_back(STRING(blob_choice)); + } +} + +// Merges 2 adjacent blobs in the result if the permanent callback +// class_cb returns other than INVALID_UNICHAR_ID, AND the permanent +// callback box_cb is NULL or returns true, setting the merged blob +// result to the class returned from class_cb. +// Returns true if anything was merged. +bool WERD_RES::ConditionalBlobMerge( + TessResultCallback2* class_cb, + TessResultCallback2* box_cb) { + ASSERT_HOST(best_choice->length() == 0 || ratings != NULL); + bool modified = false; + for (int i = 0; i + 1 < best_choice->length(); ++i) { + UNICHAR_ID new_id = class_cb->Run(best_choice->unichar_id(i), + best_choice->unichar_id(i+1)); + if (new_id != INVALID_UNICHAR_ID && + (box_cb == NULL || box_cb->Run(box_word->BlobBox(i), + box_word->BlobBox(i + 1)))) { + // Raw choice should not be fixed. + best_choice->set_unichar_id(new_id, i); + modified = true; + MergeAdjacentBlobs(i); + const MATRIX_COORD& coord = best_choice->MatrixCoord(i); + if (!coord.Valid(*ratings)) { + ratings->IncreaseBandSize(coord.row + 1 - coord.col); + } + BLOB_CHOICE_LIST* blob_choices = GetBlobChoices(i); + if (FindMatchingChoice(new_id, blob_choices) == NULL) { + // Insert a fake result. + BLOB_CHOICE* blob_choice = new BLOB_CHOICE; + blob_choice->set_unichar_id(new_id); + BLOB_CHOICE_IT bc_it(blob_choices); + bc_it.add_before_then_move(blob_choice); + } + } + } + delete class_cb; + delete box_cb; + return modified; +} + +// Merges 2 adjacent blobs in the result (index and index+1) and corrects +// all the data to account for the change. +void WERD_RES::MergeAdjacentBlobs(int index) { + if (reject_map.length() == best_choice->length()) + reject_map.remove_pos(index); + best_choice->remove_unichar_id(index + 1); + rebuild_word->MergeBlobs(index, index + 2); + box_word->MergeBoxes(index, index + 2); + if (index + 1 < best_state.length()) { + best_state[index] += best_state[index + 1]; + best_state.remove(index + 1); + } +} + +// TODO(tkielbus) Decide between keeping this behavior here or modifying the +// training data. + +// Utility function for fix_quotes +// Return true if the next character in the string (given the UTF8 length in +// bytes) is a quote character. +static int is_simple_quote(const char* signed_str, int length) { + const unsigned char* str = + reinterpret_cast(signed_str); + // Standard 1 byte quotes. + return (length == 1 && (*str == '\'' || *str == '`')) || + // UTF-8 3 bytes curved quotes. + (length == 3 && ((*str == 0xe2 && + *(str + 1) == 0x80 && + *(str + 2) == 0x98) || + (*str == 0xe2 && + *(str + 1) == 0x80 && + *(str + 2) == 0x99))); +} + +// Callback helper for fix_quotes returns a double quote if both +// arguments are quote, otherwise INVALID_UNICHAR_ID. +UNICHAR_ID WERD_RES::BothQuotes(UNICHAR_ID id1, UNICHAR_ID id2) { + const char *ch = uch_set->id_to_unichar(id1); + const char *next_ch = uch_set->id_to_unichar(id2); + if (is_simple_quote(ch, strlen(ch)) && + is_simple_quote(next_ch, strlen(next_ch))) + return uch_set->unichar_to_id("\""); + return INVALID_UNICHAR_ID; +} + +// Change pairs of quotes to double quotes. +void WERD_RES::fix_quotes() { + if (!uch_set->contains_unichar("\"") || + !uch_set->get_enabled(uch_set->unichar_to_id("\""))) + return; // Don't create it if it is disallowed. + + ConditionalBlobMerge( + NewPermanentTessCallback(this, &WERD_RES::BothQuotes), + NULL); +} + +// Callback helper for fix_hyphens returns UNICHAR_ID of - if both +// arguments are hyphen, otherwise INVALID_UNICHAR_ID. +UNICHAR_ID WERD_RES::BothHyphens(UNICHAR_ID id1, UNICHAR_ID id2) { + const char *ch = uch_set->id_to_unichar(id1); + const char *next_ch = uch_set->id_to_unichar(id2); + if (strlen(ch) == 1 && strlen(next_ch) == 1 && + (*ch == '-' || *ch == '~') && (*next_ch == '-' || *next_ch == '~')) + return uch_set->unichar_to_id("-"); + return INVALID_UNICHAR_ID; +} + +// Callback helper for fix_hyphens returns true if box1 and box2 overlap +// (assuming both on the same textline, are in order and a chopped em dash.) +bool WERD_RES::HyphenBoxesOverlap(const TBOX& box1, const TBOX& box2) { + return box1.right() >= box2.left(); +} + +// Change pairs of hyphens to a single hyphen if the bounding boxes touch +// Typically a long dash which has been segmented. +void WERD_RES::fix_hyphens() { + if (!uch_set->contains_unichar("-") || + !uch_set->get_enabled(uch_set->unichar_to_id("-"))) + return; // Don't create it if it is disallowed. + + ConditionalBlobMerge( + NewPermanentTessCallback(this, &WERD_RES::BothHyphens), + NewPermanentTessCallback(this, &WERD_RES::HyphenBoxesOverlap)); +} + +// Callback helper for merge_tess_fails returns a space if both +// arguments are space, otherwise INVALID_UNICHAR_ID. +UNICHAR_ID WERD_RES::BothSpaces(UNICHAR_ID id1, UNICHAR_ID id2) { + if (id1 == id2 && id1 == uch_set->unichar_to_id(" ")) + return id1; + else + return INVALID_UNICHAR_ID; +} + +// Change pairs of tess failures to a single one +void WERD_RES::merge_tess_fails() { + if (ConditionalBlobMerge( + NewPermanentTessCallback(this, &WERD_RES::BothSpaces), NULL)) { + int len = best_choice->length(); + ASSERT_HOST(reject_map.length() == len); + ASSERT_HOST(box_word->length() == len); + } +} + +// Returns true if the collection of count pieces, starting at start, are all +// natural connected components, ie there are no real chops involved. +bool WERD_RES::PiecesAllNatural(int start, int count) const { + // all seams must have no splits. + for (int index = start; index < start + count - 1; ++index) { + if (index >= 0 && index < seam_array.size()) { + SEAM* seam = seam_array[index]; + if (seam != NULL && seam->HasAnySplits()) return false; + } + } + return true; +} + + +WERD_RES::~WERD_RES () { + Clear(); +} + +void WERD_RES::InitNonPointers() { + tess_failed = FALSE; + tess_accepted = FALSE; + tess_would_adapt = FALSE; + done = FALSE; + unlv_crunch_mode = CR_NONE; + small_caps = false; + odd_size = false; + italic = FALSE; + bold = FALSE; + // The fontinfos and tesseract count as non-pointers as they point to + // data owned elsewhere. + fontinfo = NULL; + fontinfo2 = NULL; + tesseract = NULL; + fontinfo_id_count = 0; + fontinfo_id2_count = 0; + x_height = 0.0; + caps_height = 0.0; + baseline_shift = 0.0f; + space_certainty = 0.0f; + guessed_x_ht = TRUE; + guessed_caps_ht = TRUE; + combination = FALSE; + part_of_combo = FALSE; + reject_spaces = FALSE; +} + +void WERD_RES::InitPointers() { + word = NULL; + bln_boxes = NULL; + blob_row = NULL; + uch_set = NULL; + chopped_word = NULL; + rebuild_word = NULL; + box_word = NULL; + ratings = NULL; + best_choice = NULL; + raw_choice = NULL; + ep_choice = NULL; + blamer_bundle = NULL; +} + +void WERD_RES::Clear() { + if (word != NULL && combination) { + delete word; + } + word = NULL; + delete blamer_bundle; + blamer_bundle = NULL; + ClearResults(); +} + +void WERD_RES::ClearResults() { + done = false; + fontinfo = NULL; + fontinfo2 = NULL; + fontinfo_id_count = 0; + fontinfo_id2_count = 0; + if (bln_boxes != NULL) { + delete bln_boxes; + bln_boxes = NULL; + } + blob_row = NULL; + if (chopped_word != NULL) { + delete chopped_word; + chopped_word = NULL; + } + if (rebuild_word != NULL) { + delete rebuild_word; + rebuild_word = NULL; + } + if (box_word != NULL) { + delete box_word; + box_word = NULL; + } + best_state.clear(); + correct_text.clear(); + seam_array.delete_data_pointers(); + seam_array.clear(); + blob_widths.clear(); + blob_gaps.clear(); + ClearRatings(); + ClearWordChoices(); + if (blamer_bundle != NULL) blamer_bundle->ClearResults(); +} +void WERD_RES::ClearWordChoices() { + best_choice = NULL; + if (raw_choice != NULL) { + delete raw_choice; + raw_choice = NULL; + } + best_choices.clear(); + if (ep_choice != NULL) { + delete ep_choice; + ep_choice = NULL; + } +} +void WERD_RES::ClearRatings() { + if (ratings != NULL) { + ratings->delete_matrix_pointers(); + delete ratings; + ratings = NULL; + } +} + + +bool PAGE_RES_IT::operator ==(const PAGE_RES_IT &other) const { + return word_res == other.word_res && + row_res == other.row_res && + block_res == other.block_res; +} + +int PAGE_RES_IT::cmp(const PAGE_RES_IT &other) const { + ASSERT_HOST(page_res == other.page_res); + if (other.block_res == NULL) { + // other points to the end of the page. + if (block_res == NULL) + return 0; + return -1; + } + if (block_res == NULL) { + return 1; // we point to the end of the page. + } + if (block_res == other.block_res) { + if (other.row_res == NULL || row_res == NULL) { + // this should only happen if we hit an image block. + return 0; + } + if (row_res == other.row_res) { + // we point to the same block and row. + ASSERT_HOST(other.word_res != NULL && word_res != NULL); + if (word_res == other.word_res) { + // we point to the same word! + return 0; + } + + WERD_RES_IT word_res_it(&row_res->word_res_list); + for (word_res_it.mark_cycle_pt(); !word_res_it.cycled_list(); + word_res_it.forward()) { + if (word_res_it.data() == word_res) { + return -1; + } else if (word_res_it.data() == other.word_res) { + return 1; + } + } + ASSERT_HOST("Error: Incomparable PAGE_RES_ITs" == NULL); + } + + // we both point to the same block, but different rows. + ROW_RES_IT row_res_it(&block_res->row_res_list); + for (row_res_it.mark_cycle_pt(); !row_res_it.cycled_list(); + row_res_it.forward()) { + if (row_res_it.data() == row_res) { + return -1; + } else if (row_res_it.data() == other.row_res) { + return 1; + } + } + ASSERT_HOST("Error: Incomparable PAGE_RES_ITs" == NULL); + } + + // We point to different blocks. + BLOCK_RES_IT block_res_it(&page_res->block_res_list); + for (block_res_it.mark_cycle_pt(); + !block_res_it.cycled_list(); block_res_it.forward()) { + if (block_res_it.data() == block_res) { + return -1; + } else if (block_res_it.data() == other.block_res) { + return 1; + } + } + // Shouldn't happen... + ASSERT_HOST("Error: Incomparable PAGE_RES_ITs" == NULL); + return 0; +} + +// Inserts the new_word as a combination owned by a corresponding WERD_RES +// before the current position. The simple fields of the WERD_RES are copied +// from clone_res and the resulting WERD_RES is returned for further setup +// with best_choice etc. +WERD_RES* PAGE_RES_IT::InsertSimpleCloneWord(const WERD_RES& clone_res, + WERD* new_word) { + // Make a WERD_RES for the new_word. + WERD_RES* new_res = new WERD_RES(new_word); + new_res->CopySimpleFields(clone_res); + new_res->combination = true; + // Insert into the appropriate place in the ROW_RES. + WERD_RES_IT wr_it(&row()->word_res_list); + for (wr_it.mark_cycle_pt(); !wr_it.cycled_list(); wr_it.forward()) { + WERD_RES* word = wr_it.data(); + if (word == word_res) + break; + } + ASSERT_HOST(!wr_it.cycled_list()); + wr_it.add_before_then_move(new_res); + if (wr_it.at_first()) { + // This is the new first word, so reset the member iterator so it + // detects the cycled_list state correctly. + ResetWordIterator(); + } + return new_res; +} + +// Helper computes the boundaries between blobs in the word. The blob bounds +// are likely very poor, if they come from LSTM, where it only outputs the +// character at one pixel within it, so we find the midpoints between them. +static void ComputeBlobEnds(const WERD_RES& word, C_BLOB_LIST* next_word_blobs, + GenericVector* blob_ends) { + C_BLOB_IT blob_it(word.word->cblob_list()); + for (int i = 0; i < word.best_state.size(); ++i) { + int length = word.best_state[i]; + // Get the bounding box of the fake blobs + TBOX blob_box = blob_it.data()->bounding_box(); + blob_it.forward(); + for (int b = 1; b < length; ++b) { + blob_box += blob_it.data()->bounding_box(); + blob_it.forward(); + } + // This blob_box is crap, so for now we are only looking for the + // boundaries between them. + int blob_end = MAX_INT32; + if (!blob_it.at_first() || next_word_blobs != NULL) { + if (blob_it.at_first()) + blob_it.set_to_list(next_word_blobs); + blob_end = (blob_box.right() + blob_it.data()->bounding_box().left()) / 2; + } + blob_ends->push_back(blob_end); + } +} + +// Replaces the current WERD/WERD_RES with the given words. The given words +// contain fake blobs that indicate the position of the characters. These are +// replaced with real blobs from the current word as much as possible. +void PAGE_RES_IT::ReplaceCurrentWord( + tesseract::PointerVector* words) { + if (words->empty()) { + DeleteCurrentWord(); + return; + } + WERD_RES* input_word = word(); + // Set the BOL/EOL flags on the words from the input word. + if (input_word->word->flag(W_BOL)) { + (*words)[0]->word->set_flag(W_BOL, true); + } else { + (*words)[0]->word->set_blanks(1); + } + words->back()->word->set_flag(W_EOL, input_word->word->flag(W_EOL)); + + // Move the blobs from the input word to the new set of words. + // If the input word_res is a combination, then the replacements will also be + // combinations, and will own their own words. If the input word_res is not a + // combination, then the final replacements will not be either, (although it + // is allowed for the input words to be combinations) and their words + // will get put on the row list. This maintains the ownership rules. + WERD_IT w_it(row()->row->word_list()); + if (!input_word->combination) { + for (w_it.mark_cycle_pt(); !w_it.cycled_list(); w_it.forward()) { + WERD* word = w_it.data(); + if (word == input_word->word) + break; + } + // w_it is now set to the input_word's word. + ASSERT_HOST(!w_it.cycled_list()); + } + // Insert into the appropriate place in the ROW_RES. + WERD_RES_IT wr_it(&row()->word_res_list); + for (wr_it.mark_cycle_pt(); !wr_it.cycled_list(); wr_it.forward()) { + WERD_RES* word = wr_it.data(); + if (word == input_word) + break; + } + ASSERT_HOST(!wr_it.cycled_list()); + // Since we only have an estimate of the bounds between blobs, use the blob + // x-middle as the determiner of where to put the blobs + C_BLOB_IT src_b_it(input_word->word->cblob_list()); + src_b_it.sort(&C_BLOB::SortByXMiddle); + C_BLOB_IT rej_b_it(input_word->word->rej_cblob_list()); + rej_b_it.sort(&C_BLOB::SortByXMiddle); + for (int w = 0; w < words->size(); ++w) { + WERD_RES* word_w = (*words)[w]; + // Compute blob boundaries. + GenericVector blob_ends; + C_BLOB_LIST* next_word_blobs = + w + 1 < words->size() ? (*words)[w + 1]->word->cblob_list() : NULL; + ComputeBlobEnds(*word_w, next_word_blobs, &blob_ends); + // Delete the fake blobs on the current word. + word_w->word->cblob_list()->clear(); + C_BLOB_IT dest_it(word_w->word->cblob_list()); + // Build the box word as we move the blobs. + tesseract::BoxWord* box_word = new tesseract::BoxWord; + for (int i = 0; i < blob_ends.size(); ++i) { + int end_x = blob_ends[i]; + TBOX blob_box; + // Add the blobs up to end_x. + while (!src_b_it.empty() && + src_b_it.data()->bounding_box().x_middle() < end_x) { + blob_box += src_b_it.data()->bounding_box(); + dest_it.add_after_then_move(src_b_it.extract()); + src_b_it.forward(); + } + while (!rej_b_it.empty() && + rej_b_it.data()->bounding_box().x_middle() < end_x) { + blob_box += rej_b_it.data()->bounding_box(); + dest_it.add_after_then_move(rej_b_it.extract()); + rej_b_it.forward(); + } + // Clip to the previously computed bounds. Although imperfectly accurate, + // it is good enough, and much more complicated to determine where else + // to clip. + if (i > 0 && blob_box.left() < blob_ends[i - 1]) + blob_box.set_left(blob_ends[i - 1]); + if (blob_box.right() > end_x) + blob_box.set_right(end_x); + box_word->InsertBox(i, blob_box); + } + // Fix empty boxes. If a very joined blob sits over multiple characters, + // then we will have some empty boxes from using the middle, so look for + // overlaps. + for (int i = 0; i < box_word->length(); ++i) { + TBOX box = box_word->BlobBox(i); + if (box.null_box()) { + // Nothing has its middle in the bounds of this blob, so use anything + // that overlaps. + for (dest_it.mark_cycle_pt(); !dest_it.cycled_list(); + dest_it.forward()) { + TBOX blob_box = dest_it.data()->bounding_box(); + if (blob_box.left() < blob_ends[i] && + (i == 0 || blob_box.right() >= blob_ends[i - 1])) { + if (i > 0 && blob_box.left() < blob_ends[i - 1]) + blob_box.set_left(blob_ends[i - 1]); + if (blob_box.right() > blob_ends[i]) + blob_box.set_right(blob_ends[i]); + box_word->ChangeBox(i, blob_box); + break; + } + } + } + } + delete word_w->box_word; + word_w->box_word = box_word; + if (!input_word->combination) { + // Insert word_w->word into the ROW. It doesn't own its word, so the + // ROW needs to own it. + w_it.add_before_stay_put(word_w->word); + word_w->combination = false; + } + (*words)[w] = NULL; // We are taking ownership. + wr_it.add_before_stay_put(word_w); + } + // We have taken ownership of the words. + words->clear(); + // Delete the current word, which has been replaced. We could just call + // DeleteCurrentWord, but that would iterate both lists again, and we know + // we are already in the right place. + if (!input_word->combination) + delete w_it.extract(); + delete wr_it.extract(); + ResetWordIterator(); +} + +// Deletes the current WERD_RES and its underlying WERD. +void PAGE_RES_IT::DeleteCurrentWord() { + // Check that this word is as we expect. part_of_combos are NEVER iterated + // by the normal iterator, so we should never be trying to delete them. + ASSERT_HOST(!word_res->part_of_combo); + if (!word_res->combination) { + // Combinations own their own word, so we won't find the word on the + // row's word_list, but it is legitimate to try to delete them. + // Delete word from the ROW when not a combination. + WERD_IT w_it(row()->row->word_list()); + for (w_it.mark_cycle_pt(); !w_it.cycled_list(); w_it.forward()) { + if (w_it.data() == word_res->word) { + break; + } + } + ASSERT_HOST(!w_it.cycled_list()); + delete w_it.extract(); + } + // Remove the WERD_RES for the new_word. + // Remove the WORD_RES from the ROW_RES. + WERD_RES_IT wr_it(&row()->word_res_list); + for (wr_it.mark_cycle_pt(); !wr_it.cycled_list(); wr_it.forward()) { + if (wr_it.data() == word_res) { + word_res = NULL; + break; + } + } + ASSERT_HOST(!wr_it.cycled_list()); + delete wr_it.extract(); + ResetWordIterator(); +} + +// Makes the current word a fuzzy space if not already fuzzy. Updates +// corresponding part of combo if required. +void PAGE_RES_IT::MakeCurrentWordFuzzy() { + WERD* real_word = word_res->word; + if (!real_word->flag(W_FUZZY_SP) && !real_word->flag(W_FUZZY_NON)) { + real_word->set_flag(W_FUZZY_SP, true); + if (word_res->combination) { + // The next word should be the corresponding part of combo, but we have + // already stepped past it, so find it by search. + WERD_RES_IT wr_it(&row()->word_res_list); + for (wr_it.mark_cycle_pt(); + !wr_it.cycled_list() && wr_it.data() != word_res; wr_it.forward()) { + } + wr_it.forward(); + ASSERT_HOST(wr_it.data()->part_of_combo); + real_word = wr_it.data()->word; + ASSERT_HOST(!real_word->flag(W_FUZZY_SP) && + !real_word->flag(W_FUZZY_NON)); + real_word->set_flag(W_FUZZY_SP, true); + } + } +} + +/************************************************************************* + * PAGE_RES_IT::restart_page + * + * Set things up at the start of the page + *************************************************************************/ + +WERD_RES *PAGE_RES_IT::start_page(bool empty_ok) { + block_res_it.set_to_list(&page_res->block_res_list); + block_res_it.mark_cycle_pt(); + prev_block_res = NULL; + prev_row_res = NULL; + prev_word_res = NULL; + block_res = NULL; + row_res = NULL; + word_res = NULL; + next_block_res = NULL; + next_row_res = NULL; + next_word_res = NULL; + internal_forward(true, empty_ok); + return internal_forward(false, empty_ok); +} + +// Recovers from operations on the current word, such as in InsertCloneWord +// and DeleteCurrentWord. +// Resets the word_res_it so that it is one past the next_word_res, as +// it should be after internal_forward. If next_row_res != row_res, +// then the next_word_res is in the next row, so there is no need to do +// anything to word_res_it, but it is still a good idea to reset the pointers +// word_res and prev_word_res, which are still in the current row. +void PAGE_RES_IT::ResetWordIterator() { + if (row_res == next_row_res) { + // Reset the member iterator so it can move forward and detect the + // cycled_list state correctly. + word_res_it.move_to_first(); + for (word_res_it.mark_cycle_pt(); + !word_res_it.cycled_list() && word_res_it.data() != next_word_res; + word_res_it.forward()) { + if (!word_res_it.data()->part_of_combo) { + if (prev_row_res == row_res) prev_word_res = word_res; + word_res = word_res_it.data(); + } + } + ASSERT_HOST(!word_res_it.cycled_list()); + word_res_it.forward(); + } else { + // word_res_it is OK, but reset word_res and prev_word_res if needed. + WERD_RES_IT wr_it(&row_res->word_res_list); + for (wr_it.mark_cycle_pt(); !wr_it.cycled_list(); wr_it.forward()) { + if (!wr_it.data()->part_of_combo) { + if (prev_row_res == row_res) prev_word_res = word_res; + word_res = wr_it.data(); + } + } + } +} + +/************************************************************************* + * PAGE_RES_IT::internal_forward + * + * Find the next word on the page. If empty_ok is true, then non-text blocks + * and text blocks with no text are visited as if they contain a single + * imaginary word in a single imaginary row. (word() and row() both return NULL + * in such a block and the return value is NULL.) + * If empty_ok is false, the old behaviour is maintained. Each real word + * is visited and empty and non-text blocks and rows are skipped. + * new_block is used to initialize the iterators for a new block. + * The iterator maintains pointers to block, row and word for the previous, + * current and next words. These are correct, regardless of block/row + * boundaries. NULL values denote start and end of the page. + *************************************************************************/ + +WERD_RES *PAGE_RES_IT::internal_forward(bool new_block, bool empty_ok) { + bool new_row = false; + + prev_block_res = block_res; + prev_row_res = row_res; + prev_word_res = word_res; + block_res = next_block_res; + row_res = next_row_res; + word_res = next_word_res; + next_block_res = NULL; + next_row_res = NULL; + next_word_res = NULL; + + while (!block_res_it.cycled_list()) { + if (new_block) { + new_block = false; + row_res_it.set_to_list(&block_res_it.data()->row_res_list); + row_res_it.mark_cycle_pt(); + if (row_res_it.empty() && empty_ok) { + next_block_res = block_res_it.data(); + break; + } + new_row = true; + } + while (!row_res_it.cycled_list()) { + if (new_row) { + new_row = false; + word_res_it.set_to_list(&row_res_it.data()->word_res_list); + word_res_it.mark_cycle_pt(); + } + // Skip any part_of_combo words. + while (!word_res_it.cycled_list() && word_res_it.data()->part_of_combo) + word_res_it.forward(); + if (!word_res_it.cycled_list()) { + next_block_res = block_res_it.data(); + next_row_res = row_res_it.data(); + next_word_res = word_res_it.data(); + word_res_it.forward(); + goto foundword; + } + // end of row reached + row_res_it.forward(); + new_row = true; + } + // end of block reached + block_res_it.forward(); + new_block = true; + } + foundword: + // Update prev_word_best_choice pointer. + if (page_res != NULL && page_res->prev_word_best_choice != NULL) { + *page_res->prev_word_best_choice = + (new_block || prev_word_res == NULL) ? NULL : prev_word_res->best_choice; + } + return word_res; +} + +/************************************************************************* + * PAGE_RES_IT::restart_row() + * + * Move to the beginning (leftmost word) of the current row. + *************************************************************************/ +WERD_RES *PAGE_RES_IT::restart_row() { + ROW_RES *row = this->row(); + if (!row) return NULL; + for (restart_page(); this->row() != row; forward()) { + // pass + } + return word(); +} + +/************************************************************************* + * PAGE_RES_IT::forward_paragraph + * + * Move to the beginning of the next paragraph, allowing empty blocks. + *************************************************************************/ + +WERD_RES *PAGE_RES_IT::forward_paragraph() { + while (block_res == next_block_res && + (next_row_res != NULL && next_row_res->row != NULL && + row_res->row->para() == next_row_res->row->para())) { + internal_forward(false, true); + } + return internal_forward(false, true); +} + +/************************************************************************* + * PAGE_RES_IT::forward_block + * + * Move to the beginning of the next block, allowing empty blocks. + *************************************************************************/ + +WERD_RES *PAGE_RES_IT::forward_block() { + while (block_res == next_block_res) { + internal_forward(false, true); + } + return internal_forward(false, true); +} + +void PAGE_RES_IT::rej_stat_word() { + inT16 chars_in_word; + inT16 rejects_in_word = 0; + + chars_in_word = word_res->reject_map.length (); + page_res->char_count += chars_in_word; + block_res->char_count += chars_in_word; + row_res->char_count += chars_in_word; + + rejects_in_word = word_res->reject_map.reject_count (); + + page_res->rej_count += rejects_in_word; + block_res->rej_count += rejects_in_word; + row_res->rej_count += rejects_in_word; + if (chars_in_word == rejects_in_word) + row_res->whole_word_rej_count += rejects_in_word; +} diff --git a/3rdparty/hgOCR/include/ccstruct/pageres.h b/3rdparty/hgOCR/include/ccstruct/pageres.h new file mode 100644 index 00000000..26a85342 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/pageres.h @@ -0,0 +1,776 @@ +/********************************************************************** + * File: pageres.h (Formerly page_res.h) + * Description: Results classes used by control.c + * Author: Phil Cheatle + * Created: Tue Sep 22 08:42:49 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ +#ifndef PAGERES_H +#define PAGERES_H + +#include "blamer.h" +#include "blobs.h" +#include "boxword.h" +#include "elst.h" +#include "genericvector.h" +#include "normalis.h" +#include "ocrblock.h" +#include "ocrrow.h" +#include "params_training_featdef.h" +#include "ratngs.h" +#include "rejctmap.h" +#include "seam.h" +#include "werd.h" + +namespace tesseract { + struct FontInfo; + class Tesseract; +} +using tesseract::FontInfo; + +/* Forward declarations */ + +class BLOCK_RES; + +ELISTIZEH(BLOCK_RES) CLISTIZEH(BLOCK_RES) +class + ROW_RES; + +ELISTIZEH(ROW_RES) +class WERD_RES; + +ELISTIZEH(WERD_RES) + +/************************************************************************* + * PAGE_RES - Page results + *************************************************************************/ + class PAGE_RES { // page result + public: + inT32 char_count; + inT32 rej_count; + BLOCK_RES_LIST block_res_list; + BOOL8 rejected; + // Updated every time PAGE_RES_IT iterating on this PAGE_RES moves to + // the next word. This pointer is not owned by PAGE_RES class. + WERD_CHOICE **prev_word_best_choice; + // Sums of blame reasons computed by the blamer. + GenericVector blame_reasons; + // Debug information about all the misadaptions on this page. + // Each BlamerBundle contains an index into this vector, so that words that + // caused misadaption could be marked. However, since words could be + // deleted/split/merged, the log is stored on the PAGE_RES level. + GenericVector misadaption_log; + + inline void Init() { + char_count = 0; + rej_count = 0; + rejected = FALSE; + prev_word_best_choice = NULL; + blame_reasons.init_to_size(IRR_NUM_REASONS, 0); + } + + PAGE_RES() { Init(); } // empty constructor + + PAGE_RES(bool merge_similar_words, + BLOCK_LIST *block_list, // real blocks + WERD_CHOICE **prev_word_best_choice_ptr); + + ~PAGE_RES() { // destructor + } +}; + +/************************************************************************* + * BLOCK_RES - Block results + *************************************************************************/ + +class BLOCK_RES :public ELIST_LINK { +public: + BLOCK * block; // real block + inT32 char_count; // chars in block + inT32 rej_count; // rejected chars + inT16 font_class; // + inT16 row_count; + float x_height; + BOOL8 font_assigned; // block already + // processed + BOOL8 bold; // all bold + BOOL8 italic; // all italic + + ROW_RES_LIST row_res_list; + + BLOCK_RES() { + } // empty constructor + + BLOCK_RES(bool merge_similar_words, BLOCK *the_block); // real block + + ~BLOCK_RES() { // destructor + } +}; + +/************************************************************************* + * ROW_RES - Row results + *************************************************************************/ + +class ROW_RES :public ELIST_LINK { +public: + ROW * row; // real row + inT32 char_count; // chars in block + inT32 rej_count; // rejected chars + inT32 whole_word_rej_count; // rejs in total rej wds + WERD_RES_LIST word_res_list; + + ROW_RES() { + } // empty constructor + + ROW_RES(bool merge_similar_words, ROW *the_row); // real row + + ~ROW_RES() { // destructor + } +}; + +/************************************************************************* + * WERD_RES - Word results + *************************************************************************/ +enum CRUNCH_MODE +{ + CR_NONE, + CR_KEEP_SPACE, + CR_LOOSE_SPACE, + CR_DELETE +}; + +// WERD_RES is a collection of publicly accessible members that gathers +// information about a word result. +class WERD_RES : public ELIST_LINK { +public: + // Which word is which? + // There are 3 coordinate spaces in use here: a possibly rotated pixel space, + // the original image coordinate space, and the BLN space in which the + // baseline of a word is at kBlnBaselineOffset, the xheight is kBlnXHeight, + // and the x-middle of the word is at 0. + // In the rotated pixel space, coordinates correspond to the input image, + // but may be rotated about the origin by a multiple of 90 degrees, + // and may therefore be negative. + // In any case a rotation by denorm.block()->re_rotation() will take them + // back to the original image. + // The other differences between words all represent different stages of + // processing during recognition. + + // ---------------------------INPUT------------------------------------- + + // The word is the input C_BLOBs in the rotated pixel space. + // word is NOT owned by the WERD_RES unless combination is true. + // All the other word pointers ARE owned by the WERD_RES. + WERD* word; // Input C_BLOB word. + + // -------------SETUP BY SetupFor*Recognition---READONLY-INPUT------------ + + // The bln_boxes contains the bounding boxes (only) of the input word, in the + // BLN space. The lengths of word and bln_boxes + // match as they are both before any chopping. + // TODO(rays) determine if docqual does anything useful and delete bln_boxes + // if it doesn't. + tesseract::BoxWord* bln_boxes; // BLN input bounding boxes. + // The ROW that this word sits in. NOT owned by the WERD_RES. + ROW* blob_row; + // The denorm provides the transformation to get back to the rotated image + // coords from the chopped_word/rebuild_word BLN coords, but each blob also + // has its own denorm. + DENORM denorm; // For use on chopped_word. + // Unicharset used by the classifier output in best_choice and raw_choice. + const UNICHARSET* uch_set; // For converting back to utf8. + + // ----Initialized by SetupFor*Recognition---BUT OUTPUT FROM RECOGNITION---- + // ----Setup to a (different!) state expected by the various classifiers---- + // TODO(rays) Tidy and make more consistent. + + // The chopped_word is also in BLN space, and represents the fully chopped + // character fragments that make up the word. + // The length of chopped_word matches length of seam_array + 1 (if set). + TWERD* chopped_word; // BLN chopped fragments output. + // Vector of SEAM* holding chopping points matching chopped_word. + GenericVector seam_array; + // Widths of blobs in chopped_word. + GenericVector blob_widths; + // Gaps between blobs in chopped_word. blob_gaps[i] is the gap between + // blob i and blob i+1. + GenericVector blob_gaps; + // Ratings matrix contains classifier choices for each classified combination + // of blobs. The dimension is the same as the number of blobs in chopped_word + // and the leading diagonal corresponds to classifier results of the blobs + // in chopped_word. The state_ members of best_choice, raw_choice and + // best_choices all correspond to this ratings matrix and allow extraction + // of the blob choices for any given WERD_CHOICE. + MATRIX* ratings; // Owned pointer. + // Pointer to the first WERD_CHOICE in best_choices. This is the result that + // will be output from Tesseract. Note that this is now a borrowed pointer + // and should NOT be deleted. + WERD_CHOICE* best_choice; // Borrowed pointer. + // The best raw_choice found during segmentation search. Differs from the + // best_choice by being the best result according to just the character + // classifier, not taking any language model information into account. + // Unlike best_choice, the pointer IS owned by this WERD_RES. + WERD_CHOICE* raw_choice; // Owned pointer. + // Alternative results found during chopping/segmentation search stages. + // Note that being an ELIST, best_choices owns the WERD_CHOICEs. + WERD_CHOICE_LIST best_choices; + + // Truth bounding boxes, text and incorrect choice reason. + BlamerBundle *blamer_bundle; + + // --------------OUTPUT FROM RECOGNITION------------------------------- + // --------------Not all fields are necessarily set.------------------- + // ---best_choice, raw_choice *must* end up set, with a box_word------- + // ---In complete output, the number of blobs in rebuild_word matches--- + // ---the number of boxes in box_word, the number of unichar_ids in--- + // ---best_choice, the number of ints in best_state, and the number--- + // ---of strings in correct_text-------------------------------------- + // ---SetupFake Sets everything to appropriate values if the word is--- + // ---known to be bad before recognition.------------------------------ + + // The rebuild_word is also in BLN space, but represents the final best + // segmentation of the word. Its length is therefore the same as box_word. + TWERD* rebuild_word; // BLN best segmented word. + // The box_word is in the original image coordinate space. It is the + // bounding boxes of the rebuild_word, after denormalization. + // The length of box_word matches rebuild_word, best_state (if set) and + // correct_text (if set), as well as best_choice and represents the + // number of classified units in the output. + tesseract::BoxWord* box_word; // Denormalized output boxes. + // The best_state stores the relationship between chopped_word and + // rebuild_word. Each blob[i] in rebuild_word is composed of best_state[i] + // adjacent blobs in chopped_word. The seams in seam_array are hidden + // within a rebuild_word blob and revealed between them. + GenericVector best_state; // Number of blobs in each best blob. + // The correct_text is used during training and adaption to carry the + // text to the training system without the need for a unicharset. There + // is one entry in the vector for each blob in rebuild_word and box_word. + GenericVector correct_text; + // The Tesseract that was used to recognize this word. Just a borrowed + // pointer. Note: Tesseract's class definition is in a higher-level library. + // We avoid introducing a cyclic dependency by not using the Tesseract + // within WERD_RES. We are just storing it to provide access to it + // for the top-level multi-language controller, and maybe for output of + // the recognized language. + tesseract::Tesseract* tesseract; + + // Less-well documented members. + // TODO(rays) Add more documentation here. + WERD_CHOICE *ep_choice; // ep text TODO(rays) delete this. + REJMAP reject_map; // best_choice rejects + BOOL8 tess_failed; + /* + If tess_failed is TRUE, one of the following tests failed when Tess + returned: + - The outword blob list was not the same length as the best_choice string; + - The best_choice string contained ALL blanks; + - The best_choice string was zero length + */ + BOOL8 tess_accepted; // Tess thinks its ok? + BOOL8 tess_would_adapt; // Tess would adapt? + BOOL8 done; // ready for output? + bool small_caps; // word appears to be small caps + bool odd_size; // word is bigger than line or leader dots. + inT8 italic; + inT8 bold; + // The fontinfos are pointers to data owned by the classifier. + const FontInfo* fontinfo; + const FontInfo* fontinfo2; + inT8 fontinfo_id_count; // number of votes + inT8 fontinfo_id2_count; // number of votes + BOOL8 guessed_x_ht; + BOOL8 guessed_caps_ht; + CRUNCH_MODE unlv_crunch_mode; + float x_height; // post match estimate + float caps_height; // post match estimate + float baseline_shift; // post match estimate. + // Certainty score for the spaces either side of this word (LSTM mode). + // MIN this value with the actual word certainty. + float space_certainty; + + /* + To deal with fuzzy spaces we need to be able to combine "words" to form + combinations when we suspect that the gap is a non-space. The (new) text + ord code generates separate words for EVERY fuzzy gap - flags in the word + indicate whether the gap is below the threshold (fuzzy kern) and is thus + NOT a real word break by default, or above the threshold (fuzzy space) and + this is a real word break by default. + + The WERD_RES list contains all these words PLUS "combination" words built + out of (copies of) the words split by fuzzy kerns. The separate parts have + their "part_of_combo" flag set true and should be IGNORED on a default + reading of the list. + + Combination words are FOLLOWED by the sequence of part_of_combo words + which they combine. + */ + BOOL8 combination; //of two fuzzy gap wds + BOOL8 part_of_combo; //part of a combo + BOOL8 reject_spaces; //Reject spacing? + + WERD_RES() { + InitNonPointers(); + InitPointers(); + } + WERD_RES(WERD *the_word) { + InitNonPointers(); + InitPointers(); + word = the_word; + } + // Deep copies everything except the ratings MATRIX. + // To get that use deep_copy below. + WERD_RES(const WERD_RES& source) : ELIST_LINK(source) { + InitPointers(); + *this = source; // see operator= + } + + ~WERD_RES(); + + // Returns the UTF-8 string for the given blob index in the best_choice word, + // given that we know whether we are in a right-to-left reading context. + // This matters for mirrorable characters such as parentheses. We recognize + // characters purely based on their shape on the page, and by default produce + // the corresponding unicode for a left-to-right context. + const char* BestUTF8(int blob_index, bool in_rtl_context) const { + if (blob_index < 0 || best_choice == NULL || + blob_index >= best_choice->length()) + return NULL; + UNICHAR_ID id = best_choice->unichar_id(blob_index); + if (id < 0 || id >= uch_set->size() || id == INVALID_UNICHAR_ID) + return NULL; + UNICHAR_ID mirrored = uch_set->get_mirror(id); + if (in_rtl_context && mirrored > 0 && mirrored != INVALID_UNICHAR_ID) + id = mirrored; + return uch_set->id_to_unichar_ext(id); + } + // Returns the UTF-8 string for the given blob index in the raw_choice word. + const char* RawUTF8(int blob_index) const { + if (blob_index < 0 || blob_index >= raw_choice->length()) + return NULL; + UNICHAR_ID id = raw_choice->unichar_id(blob_index); + if (id < 0 || id >= uch_set->size() || id == INVALID_UNICHAR_ID) + return NULL; + return uch_set->id_to_unichar(id); + } + + UNICHARSET::Direction SymbolDirection(int blob_index) const { + if (best_choice == NULL || + blob_index >= best_choice->length() || + blob_index < 0) + return UNICHARSET::U_OTHER_NEUTRAL; + return uch_set->get_direction(best_choice->unichar_id(blob_index)); + } + + bool AnyRtlCharsInWord() const { + if (uch_set == NULL || best_choice == NULL || best_choice->length() < 1) + return false; + for (int id = 0; id < best_choice->length(); id++) { + int unichar_id = best_choice->unichar_id(id); + if (unichar_id < 0 || unichar_id >= uch_set->size()) + continue; // Ignore illegal chars. + UNICHARSET::Direction dir = + uch_set->get_direction(unichar_id); + if (dir == UNICHARSET::U_RIGHT_TO_LEFT || + dir == UNICHARSET::U_RIGHT_TO_LEFT_ARABIC || + dir == UNICHARSET::U_ARABIC_NUMBER) + return true; + } + return false; + } + + bool AnyLtrCharsInWord() const { + if (uch_set == NULL || best_choice == NULL || best_choice->length() < 1) + return false; + for (int id = 0; id < best_choice->length(); id++) { + int unichar_id = best_choice->unichar_id(id); + if (unichar_id < 0 || unichar_id >= uch_set->size()) + continue; // Ignore illegal chars. + UNICHARSET::Direction dir = uch_set->get_direction(unichar_id); + if (dir == UNICHARSET::U_LEFT_TO_RIGHT) + return true; + } + return false; + } + + // Return whether the blobs in this WERD_RES 0, 1,... come from an engine + // that gave us the unichars in reading order (as opposed to strict left + // to right). + bool UnicharsInReadingOrder() const { + return best_choice->unichars_in_script_order(); + } + + void InitNonPointers(); + void InitPointers(); + void Clear(); + void ClearResults(); + void ClearWordChoices(); + void ClearRatings(); + + // Deep copies everything except the ratings MATRIX. + // To get that use deep_copy below. + WERD_RES& operator=(const WERD_RES& source); //from this + + void CopySimpleFields(const WERD_RES& source); + + // Initializes a blank (default constructed) WERD_RES from one that has + // already been recognized. + // Use SetupFor*Recognition afterwards to complete the setup and make + // it ready for a retry recognition. + void InitForRetryRecognition(const WERD_RES& source); + + // Sets up the members used in recognition: bln_boxes, chopped_word, + // seam_array, denorm. Returns false if + // the word is empty and sets up fake results. If use_body_size is + // true and row->body_size is set, then body_size will be used for + // blob normalization instead of xheight + ascrise. This flag is for + // those languages that are using CJK pitch model and thus it has to + // be true if and only if tesseract->textord_use_cjk_fp_model is + // true. + // If allow_detailed_fx is true, the feature extractor will receive fine + // precision outline information, allowing smoother features and better + // features on low resolution images. + // The norm_mode sets the default mode for normalization in absence + // of any of the above flags. It should really be a tesseract::OcrEngineMode + // but is declared as int for ease of use with tessedit_ocr_engine_mode. + // Returns false if the word is empty and sets up fake results. + bool SetupForRecognition(const UNICHARSET& unicharset_in, + tesseract::Tesseract* tesseract, Pix* pix, + int norm_mode, + const TBOX* norm_box, bool numeric_mode, + bool use_body_size, bool allow_detailed_fx, + ROW *row, const BLOCK* block); + + // Set up the seam array, bln_boxes, best_choice, and raw_choice to empty + // accumulators from a made chopped word. We presume the fields are already + // empty. + void SetupBasicsFromChoppedWord(const UNICHARSET &unicharset_in); + + // Sets up the members used in recognition for an empty recognition result: + // bln_boxes, chopped_word, seam_array, denorm, best_choice, raw_choice. + void SetupFake(const UNICHARSET& uch); + + // Set the word as having the script of the input unicharset. + void SetupWordScript(const UNICHARSET& unicharset_in); + + // Sets up the blamer_bundle if it is not null, using the initialized denorm. + void SetupBlamerBundle(); + + // Computes the blob_widths and blob_gaps from the chopped_word. + void SetupBlobWidthsAndGaps(); + + // Updates internal data to account for a new SEAM (chop) at the given + // blob_number. Fixes the ratings matrix and states in the choices, as well + // as the blob widths and gaps. + void InsertSeam(int blob_number, SEAM* seam); + + // Returns true if all the word choices except the first have adjust_factors + // worse than the given threshold. + bool AlternativeChoiceAdjustmentsWorseThan(float threshold) const; + + // Returns true if the current word is ambiguous (by number of answers or + // by dangerous ambigs.) + bool IsAmbiguous(); + + // Returns true if the ratings matrix size matches the sum of each of the + // segmentation states. + bool StatesAllValid(); + + // Prints a list of words found if debug is true or the word result matches + // the word_to_debug. + void DebugWordChoices(bool debug, const char* word_to_debug); + + // Prints the top choice along with the accepted/done flags. + void DebugTopChoice(const char* msg) const; + + // Removes from best_choices all choices which are not within a reasonable + // range of the best choice. + void FilterWordChoices(int debug_level); + + // Computes a set of distance thresholds used to control adaption. + // Compares the best choice for the current word to the best raw choice + // to determine which characters were classified incorrectly by the + // classifier. Then places a separate threshold into thresholds for each + // character in the word. If the classifier was correct, max_rating is placed + // into thresholds. If the classifier was incorrect, the mean match rating + // (error percentage) of the classifier's incorrect choice minus some margin + // is placed into thresholds. This can then be used by the caller to try to + // create a new template for the desired class that will classify the + // character with a rating better than the threshold value. The match rating + // placed into thresholds is never allowed to be below min_rating in order to + // prevent trying to make overly tight templates. + // min_rating limits how tight to make a template. + // max_rating limits how loose to make a template. + // rating_margin denotes the amount of margin to put in template. + void ComputeAdaptionThresholds(float certainty_scale, + float min_rating, + float max_rating, + float rating_margin, + float* thresholds); + + // Saves a copy of the word_choice if it has the best unadjusted rating. + // Returns true if the word_choice was the new best. + bool LogNewRawChoice(WERD_CHOICE* word_choice); + // Consumes word_choice by adding it to best_choices, (taking ownership) if + // the certainty for word_choice is some distance of the best choice in + // best_choices, or by deleting the word_choice and returning false. + // The best_choices list is kept in sorted order by rating. Duplicates are + // removed, and the list is kept no longer than max_num_choices in length. + // Returns true if the word_choice is still a valid pointer. + bool LogNewCookedChoice(int max_num_choices, bool debug, + WERD_CHOICE* word_choice); + + // Prints a brief list of all the best choices. + void PrintBestChoices() const; + + // Returns the sum of the widths of the blob between start_blob and last_blob + // inclusive. + int GetBlobsWidth(int start_blob, int last_blob); + // Returns the width of a gap between the specified blob and the next one. + int GetBlobsGap(int blob_index); + + // Returns the BLOB_CHOICE corresponding to the given index in the + // best choice word taken from the appropriate cell in the ratings MATRIX. + // Borrowed pointer, so do not delete. May return NULL if there is no + // BLOB_CHOICE matching the unichar_id at the given index. + BLOB_CHOICE* GetBlobChoice(int index) const; + + // Returns the BLOB_CHOICE_LIST corresponding to the given index in the + // best choice word taken from the appropriate cell in the ratings MATRIX. + // Borrowed pointer, so do not delete. + BLOB_CHOICE_LIST* GetBlobChoices(int index) const; + + // Moves the results fields from word to this. This takes ownership of all + // the data, so src can be destructed. + // word1.ConsumeWordResult(word); + // delete word; + // is simpler and faster than: + // word1 = *word; + // delete word; + // as it doesn't need to copy and reallocate anything. + void ConsumeWordResults(WERD_RES* word); + + // Replace the best choice and rebuild box word. + // choice must be from the current best_choices list. + void ReplaceBestChoice(WERD_CHOICE* choice); + + // Builds the rebuild_word and sets the best_state from the chopped_word and + // the best_choice->state. + void RebuildBestState(); + + // Copies the chopped_word to the rebuild_word, faking a best_state as well. + // Also sets up the output box_word. + void CloneChoppedToRebuild(); + + // Sets/replaces the box_word with one made from the rebuild_word. + void SetupBoxWord(); + + // Sets up the script positions in the best_choice using the best_choice + // to get the unichars, and the unicharset to get the target positions. + void SetScriptPositions(); + // Sets all the blobs in all the words (best choice and alternates) to be + // the given position. (When a sub/superscript is recognized as a separate + // word, it falls victim to the rule that a whole word cannot be sub or + // superscript, so this function overrides that problem.) + void SetAllScriptPositions(tesseract::ScriptPos position); + + // Classifies the word with some already-calculated BLOB_CHOICEs. + // The choices are an array of blob_count pointers to BLOB_CHOICE, + // providing a single classifier result for each blob. + // The BLOB_CHOICEs are consumed and the word takes ownership. + // The number of blobs in the box_word must match blob_count. + void FakeClassifyWord(int blob_count, BLOB_CHOICE** choices); + + // Creates a WERD_CHOICE for the word using the top choices from the leading + // diagonal of the ratings matrix. + void FakeWordFromRatings(PermuterType permuter); + + // Copies the best_choice strings to the correct_text for adaption/training. + void BestChoiceToCorrectText(); + + // Merges 2 adjacent blobs in the result if the permanent callback + // class_cb returns other than INVALID_UNICHAR_ID, AND the permanent + // callback box_cb is NULL or returns true, setting the merged blob + // result to the class returned from class_cb. + // Returns true if anything was merged. + bool ConditionalBlobMerge( + TessResultCallback2* class_cb, + TessResultCallback2* box_cb); + + // Merges 2 adjacent blobs in the result (index and index+1) and corrects + // all the data to account for the change. + void MergeAdjacentBlobs(int index); + + // Callback helper for fix_quotes returns a double quote if both + // arguments are quote, otherwise INVALID_UNICHAR_ID. + UNICHAR_ID BothQuotes(UNICHAR_ID id1, UNICHAR_ID id2); + void fix_quotes(); + + // Callback helper for fix_hyphens returns UNICHAR_ID of - if both + // arguments are hyphen, otherwise INVALID_UNICHAR_ID. + UNICHAR_ID BothHyphens(UNICHAR_ID id1, UNICHAR_ID id2); + // Callback helper for fix_hyphens returns true if box1 and box2 overlap + // (assuming both on the same textline, are in order and a chopped em dash.) + bool HyphenBoxesOverlap(const TBOX& box1, const TBOX& box2); + void fix_hyphens(); + + // Callback helper for merge_tess_fails returns a space if both + // arguments are space, otherwise INVALID_UNICHAR_ID. + UNICHAR_ID BothSpaces(UNICHAR_ID id1, UNICHAR_ID id2); + void merge_tess_fails(); + + // Returns a really deep copy of *src, including the ratings MATRIX. + static WERD_RES* deep_copy(const WERD_RES* src) { + WERD_RES* result = new WERD_RES(*src); + // That didn't copy the ratings, but we want a copy if there is one to + // begin with. + if (src->ratings != NULL) + result->ratings = src->ratings->DeepCopy(); + return result; + } + + // Copy blobs from word_res onto this word (eliminating spaces between). + // Since this may be called bidirectionally OR both the BOL and EOL flags. + void copy_on(WERD_RES *word_res) { //from this word + word->set_flag(W_BOL, word->flag(W_BOL) || word_res->word->flag(W_BOL)); + word->set_flag(W_EOL, word->flag(W_EOL) || word_res->word->flag(W_EOL)); + word->copy_on(word_res->word); + } + + // Returns true if the collection of count pieces, starting at start, are all + // natural connected components, ie there are no real chops involved. + bool PiecesAllNatural(int start, int count) const; +}; + +/************************************************************************* + * PAGE_RES_IT - Page results iterator + *************************************************************************/ + +class PAGE_RES_IT { +public: + PAGE_RES * page_res; // page being iterated + + PAGE_RES_IT() { + } // empty contructor + + PAGE_RES_IT(PAGE_RES *the_page_res) { // page result + page_res = the_page_res; + restart_page(); // ready to scan + } + + // Do two PAGE_RES_ITs point at the same word? + // This is much cheaper than cmp(). + bool operator ==(const PAGE_RES_IT &other) const; + + bool operator !=(const PAGE_RES_IT &other) const { return !(*this == other); } + + // Given another PAGE_RES_IT to the same page, + // this before other: -1 + // this equal to other: 0 + // this later than other: 1 + int cmp(const PAGE_RES_IT &other) const; + + WERD_RES *restart_page() { + return start_page(false); // Skip empty blocks. + } + WERD_RES *restart_page_with_empties() { + return start_page(true); // Allow empty blocks. + } + WERD_RES *start_page(bool empty_ok); + + WERD_RES *restart_row(); + + // ============ Methods that mutate the underling structures =========== + // Note that these methods will potentially invalidate other PAGE_RES_ITs + // and are intended to be used only while a single PAGE_RES_IT is active. + // This problem needs to be taken into account if these mutation operators + // are ever provided to PageIterator or its subclasses. + + // Inserts the new_word and a corresponding WERD_RES before the current + // position. The simple fields of the WERD_RES are copied from clone_res and + // the resulting WERD_RES is returned for further setup with best_choice etc. + WERD_RES* InsertSimpleCloneWord(const WERD_RES& clone_res, WERD* new_word); + + // Replaces the current WERD/WERD_RES with the given words. The given words + // contain fake blobs that indicate the position of the characters. These are + // replaced with real blobs from the current word as much as possible. + void ReplaceCurrentWord(tesseract::PointerVector* words); + + // Deletes the current WERD_RES and its underlying WERD. + void DeleteCurrentWord(); + + // Makes the current word a fuzzy space if not already fuzzy. Updates + // corresponding part of combo if required. + void MakeCurrentWordFuzzy(); + + WERD_RES *forward() { // Get next word. + return internal_forward(false, false); + } + // Move forward, but allow empty blocks to show as single NULL words. + WERD_RES *forward_with_empties() { + return internal_forward(false, true); + } + + WERD_RES *forward_paragraph(); // get first word in next non-empty paragraph + WERD_RES *forward_block(); // get first word in next non-empty block + + WERD_RES *prev_word() const { // previous word + return prev_word_res; + } + ROW_RES *prev_row() const { // row of prev word + return prev_row_res; + } + BLOCK_RES *prev_block() const { // block of prev word + return prev_block_res; + } + WERD_RES *word() const { // current word + return word_res; + } + ROW_RES *row() const { // row of current word + return row_res; + } + BLOCK_RES *block() const { // block of cur. word + return block_res; + } + WERD_RES *next_word() const { // next word + return next_word_res; + } + ROW_RES *next_row() const { // row of next word + return next_row_res; + } + BLOCK_RES *next_block() const { // block of next word + return next_block_res; + } + void rej_stat_word(); // for page/block/row + void ResetWordIterator(); + +private: + WERD_RES *internal_forward(bool new_block, bool empty_ok); + + WERD_RES * prev_word_res; // previous word + ROW_RES *prev_row_res; // row of prev word + BLOCK_RES *prev_block_res; // block of prev word + + WERD_RES *word_res; // current word + ROW_RES *row_res; // row of current word + BLOCK_RES *block_res; // block of cur. word + + WERD_RES *next_word_res; // next word + ROW_RES *next_row_res; // row of next word + BLOCK_RES *next_block_res; // block of next word + + BLOCK_RES_IT block_res_it; // iterators + ROW_RES_IT row_res_it; + WERD_RES_IT word_res_it; +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/params_training_featdef.cpp b/3rdparty/hgOCR/include/ccstruct/params_training_featdef.cpp new file mode 100644 index 00000000..5daa7ae1 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/params_training_featdef.cpp @@ -0,0 +1,40 @@ +/////////////////////////////////////////////////////////////////////// +// File: params_training_featdef.cpp +// Description: Utility functions for params training features. +// Author: David Eger +// Created: Mon Jun 11 11:26:42 PDT 2012 +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include + +#include "params_training_featdef.h" + +namespace tesseract { + +int ParamsTrainingFeatureByName(const char *name) { + if (name == NULL) + return -1; + int array_size = sizeof(kParamsTrainingFeatureTypeName) / + sizeof(kParamsTrainingFeatureTypeName[0]); + for (int i = 0; i < array_size; i++) { + if (kParamsTrainingFeatureTypeName[i] == NULL) + continue; + if (strcmp(name, kParamsTrainingFeatureTypeName[i]) == 0) + return i; + } + return -1; +} + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccstruct/params_training_featdef.h b/3rdparty/hgOCR/include/ccstruct/params_training_featdef.h new file mode 100644 index 00000000..6e021f0b --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/params_training_featdef.h @@ -0,0 +1,149 @@ +/////////////////////////////////////////////////////////////////////// +// File: params_training_featdef.h +// Description: Feature definitions for params training. +// Author: Rika Antonova +// Created: Mon Nov 28 11:26:42 PDT 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_WORDREC_PARAMS_TRAINING_FEATDEF_H_ +#define TESSERACT_WORDREC_PARAMS_TRAINING_FEATDEF_H_ + +#include "genericvector.h" +#include "strngs.h" + +namespace tesseract { + +// Maximum number of unichars in the small and medium sized words +static const int kMaxSmallWordUnichars = 3; +static const int kMaxMediumWordUnichars = 6; + +// Raw features extracted from a single OCR hypothesis. +// The features are normalized (by outline length or number of unichars as +// appropriate) real-valued quantities with unbounded range and +// unknown distribution. +// Normalization / binarization of these features is done at a later stage. +// Note: when adding new fields to this enum make sure to modify +// kParamsTrainingFeatureTypeName +enum kParamsTrainingFeatureType { + // Digits + PTRAIN_DIGITS_SHORT, // 0 + PTRAIN_DIGITS_MED, // 1 + PTRAIN_DIGITS_LONG, // 2 + // Number or pattern (NUMBER_PERM, USER_PATTERN_PERM) + PTRAIN_NUM_SHORT, // 3 + PTRAIN_NUM_MED, // 4 + PTRAIN_NUM_LONG, // 5 + // Document word (DOC_DAWG_PERM) + PTRAIN_DOC_SHORT, // 6 + PTRAIN_DOC_MED, // 7 + PTRAIN_DOC_LONG, // 8 + // Word (SYSTEM_DAWG_PERM, USER_DAWG_PERM, COMPOUND_PERM) + PTRAIN_DICT_SHORT, // 9 + PTRAIN_DICT_MED, // 10 + PTRAIN_DICT_LONG, // 11 + // Frequent word (FREQ_DAWG_PERM) + PTRAIN_FREQ_SHORT, // 12 + PTRAIN_FREQ_MED, // 13 + PTRAIN_FREQ_LONG, // 14 + PTRAIN_SHAPE_COST_PER_CHAR, // 15 + PTRAIN_NGRAM_COST_PER_CHAR, // 16 + PTRAIN_NUM_BAD_PUNC, // 17 + PTRAIN_NUM_BAD_CASE, // 18 + PTRAIN_XHEIGHT_CONSISTENCY, // 19 + PTRAIN_NUM_BAD_CHAR_TYPE, // 20 + PTRAIN_NUM_BAD_SPACING, // 21 + PTRAIN_NUM_BAD_FONT, // 22 + PTRAIN_RATING_PER_CHAR, // 23 + + PTRAIN_NUM_FEATURE_TYPES +}; + +static const char * const kParamsTrainingFeatureTypeName[] = { + "PTRAIN_DIGITS_SHORT", // 0 + "PTRAIN_DIGITS_MED", // 1 + "PTRAIN_DIGITS_LONG", // 2 + "PTRAIN_NUM_SHORT", // 3 + "PTRAIN_NUM_MED", // 4 + "PTRAIN_NUM_LONG", // 5 + "PTRAIN_DOC_SHORT", // 6 + "PTRAIN_DOC_MED", // 7 + "PTRAIN_DOC_LONG", // 8 + "PTRAIN_DICT_SHORT", // 9 + "PTRAIN_DICT_MED", // 10 + "PTRAIN_DICT_LONG", // 11 + "PTRAIN_FREQ_SHORT", // 12 + "PTRAIN_FREQ_MED", // 13 + "PTRAIN_FREQ_LONG", // 14 + "PTRAIN_SHAPE_COST_PER_CHAR", // 15 + "PTRAIN_NGRAM_COST_PER_CHAR", // 16 + "PTRAIN_NUM_BAD_PUNC", // 17 + "PTRAIN_NUM_BAD_CASE", // 18 + "PTRAIN_XHEIGHT_CONSISTENCY", // 19 + "PTRAIN_NUM_BAD_CHAR_TYPE", // 20 + "PTRAIN_NUM_BAD_SPACING", // 21 + "PTRAIN_NUM_BAD_FONT", // 22 + "PTRAIN_RATING_PER_CHAR", // 23 +}; + +// Returns the index of the given feature (by name), +// or -1 meaning the feature is unknown. +int ParamsTrainingFeatureByName(const char *name); + + +// Entry with features extracted from a single OCR hypothesis for a word. +struct ParamsTrainingHypothesis { + ParamsTrainingHypothesis() : cost(0.0) { + memset(features, 0, sizeof(float) * PTRAIN_NUM_FEATURE_TYPES); + } + ParamsTrainingHypothesis(const ParamsTrainingHypothesis &other) { + memcpy(features, other.features, + sizeof(float) * PTRAIN_NUM_FEATURE_TYPES); + str = other.str; + cost = other.cost; + } + float features[PTRAIN_NUM_FEATURE_TYPES]; + STRING str; // string corresponding to word hypothesis (for debugging) + float cost; // path cost computed by segsearch +}; + +// A list of hypotheses explored during one run of segmentation search. +typedef GenericVector ParamsTrainingHypothesisList; + +// A bundle that accumulates all of the hypothesis lists explored during all +// of the runs of segmentation search on a word (e.g. a list of hypotheses +// explored on PASS1, PASS2, fix xheight pass, etc). +class ParamsTrainingBundle { + public: + ParamsTrainingBundle() {} + // Starts a new hypothesis list. + // Should be called at the beginning of a new run of the segmentation search. + void StartHypothesisList() { + hyp_list_vec.push_back(ParamsTrainingHypothesisList()); + } + // Adds a new ParamsTrainingHypothesis to the current hypothesis list + // and returns the reference to the newly added entry. + ParamsTrainingHypothesis &AddHypothesis( + const ParamsTrainingHypothesis &other) { + if (hyp_list_vec.empty()) StartHypothesisList(); + hyp_list_vec.back().push_back(ParamsTrainingHypothesis(other)); + return hyp_list_vec.back().back(); + } + + GenericVector hyp_list_vec; +}; + +} // namespace tesseract + +#endif // TESSERACT_WORDREC_PARAMS_TRAINING_FEATDEF_H_ diff --git a/3rdparty/hgOCR/include/ccstruct/pdblock.cpp b/3rdparty/hgOCR/include/ccstruct/pdblock.cpp new file mode 100644 index 00000000..cf3289f2 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/pdblock.cpp @@ -0,0 +1,378 @@ +/********************************************************************** + * File: pdblock.c (Formerly pdblk.c) + * Description: PDBLK member functions and iterator functions. + * Author: Ray Smith + * Created: Fri Mar 15 09:41:28 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include "allheaders.h" +#include "blckerr.h" +#include "pdblock.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#define BLOCK_LABEL_HEIGHT 150 //char height of block id + +CLISTIZE (PDBLK) +/********************************************************************** + * PDBLK::PDBLK + * + * Constructor for a simple rectangular block. + **********************************************************************/ +PDBLK::PDBLK ( //rectangular block +inT16 xmin, //bottom left +inT16 ymin, inT16 xmax, //top right +inT16 ymax): box (ICOORD (xmin, ymin), ICOORD (xmax, ymax)) { + //boundaries + ICOORDELT_IT left_it = &leftside; + ICOORDELT_IT right_it = &rightside; + + hand_poly = NULL; + left_it.set_to_list (&leftside); + right_it.set_to_list (&rightside); + //make default box + left_it.add_to_end (new ICOORDELT (xmin, ymin)); + left_it.add_to_end (new ICOORDELT (xmin, ymax)); + right_it.add_to_end (new ICOORDELT (xmax, ymin)); + right_it.add_to_end (new ICOORDELT (xmax, ymax)); + index_ = 0; +} + + +/********************************************************************** + * PDBLK::set_sides + * + * Sets left and right vertex lists + **********************************************************************/ + +void PDBLK::set_sides( //set vertex lists + ICOORDELT_LIST *left, //left vertices + ICOORDELT_LIST *right //right vertices + ) { + //boundaries + ICOORDELT_IT left_it = &leftside; + ICOORDELT_IT right_it = &rightside; + + leftside.clear (); + left_it.move_to_first (); + left_it.add_list_before (left); + rightside.clear (); + right_it.move_to_first (); + right_it.add_list_before (right); +} + +/********************************************************************** + * PDBLK::contains + * + * Return TRUE if the given point is within the block. + **********************************************************************/ + +BOOL8 PDBLK::contains( //test containment + ICOORD pt //point to test + ) { + BLOCK_RECT_IT it = this; //rectangle iterator + ICOORD bleft, tright; //corners of rectangle + + for (it.start_block (); !it.cycled_rects (); it.forward ()) { + //get rectangle + it.bounding_box (bleft, tright); + //inside rect + if (pt.x () >= bleft.x () && pt.x () <= tright.x () + && pt.y () >= bleft.y () && pt.y () <= tright.y ()) + return TRUE; //is inside + } + return FALSE; //not inside +} + + +/********************************************************************** + * PDBLK::move + * + * Reposition block + **********************************************************************/ + +void PDBLK::move( // reposition block + const ICOORD vec // by vector + ) { + ICOORDELT_IT it(&leftside); + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + *(it.data ()) += vec; + + it.set_to_list (&rightside); + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + *(it.data ()) += vec; + + box.move (vec); +} + +// Returns a binary Pix mask with a 1 pixel for every pixel within the +// block. Rotates the coordinate system by rerotation prior to rendering. +Pix* PDBLK::render_mask(const FCOORD& rerotation, TBOX* mask_box) { + TBOX rotated_box(box); + rotated_box.rotate(rerotation); + Pix* pix = pixCreate(rotated_box.width(), rotated_box.height(), 1); + if (hand_poly != NULL) { + // We are going to rotate, so get a deep copy of the points and + // make a new POLY_BLOCK with it. + ICOORDELT_LIST polygon; + polygon.deep_copy(hand_poly->points(), ICOORDELT::deep_copy); + POLY_BLOCK image_block(&polygon, hand_poly->isA()); + image_block.rotate(rerotation); + // Block outline is a polygon, so use a PB_LINE_IT to get the + // rasterized interior. (Runs of interior pixels on a line.) + PB_LINE_IT *lines = new PB_LINE_IT(&image_block); + for (int y = box.bottom(); y < box.top(); ++y) { + ICOORDELT_LIST* segments = lines->get_line(y); + if (!segments->empty()) { + ICOORDELT_IT s_it(segments); + // Each element of segments is a start x and x size of the + // run of interior pixels. + for (s_it.mark_cycle_pt(); !s_it.cycled_list(); s_it.forward()) { + int start = s_it.data()->x(); + int xext = s_it.data()->y(); + // Set the run of pixels to 1. + pixRasterop(pix, start - rotated_box.left(), + rotated_box.height() - 1 - (y - rotated_box.bottom()), + xext, 1, PIX_SET, NULL, 0, 0); + } + } + delete segments; + } + delete lines; + } else { + // Just fill the whole block as there is only a bounding box. + pixRasterop(pix, 0, 0, rotated_box.width(), rotated_box.height(), + PIX_SET, NULL, 0, 0); + } + if (mask_box != NULL) *mask_box = rotated_box; + return pix; +} + + +/********************************************************************** + * PDBLK::plot + * + * Plot the outline of a block in the given colour. + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +void PDBLK::plot( //draw outline + ScrollView* window, //window to draw in + inT32 serial, //serial number + ScrollView::Color colour //colour to draw in + ) { + ICOORD startpt; //start of outline + ICOORD endpt; //end of outline + ICOORD prevpt; //previous point + ICOORDELT_IT it = &leftside; //iterator + + //set the colour + window->Pen(colour); + window->TextAttributes("Times", BLOCK_LABEL_HEIGHT, false, false, false); + + if (hand_poly != NULL) { + hand_poly->plot(window, serial); + } else if (!leftside.empty ()) { + startpt = *(it.data ()); //bottom left corner + // tprintf("Block %d bottom left is (%d,%d)\n", + // serial,startpt.x(),startpt.y()); + char temp_buff[34]; + #if defined(__UNIX__) || defined(MINGW) + sprintf(temp_buff, INT32FORMAT, serial); + #else + ultoa (serial, temp_buff, 10); + #endif + window->Text(startpt.x (), startpt.y (), temp_buff); + + window->SetCursor(startpt.x (), startpt.y ()); + do { + prevpt = *(it.data ()); //previous point + it.forward (); //move to next point + //draw round corner + window->DrawTo(prevpt.x (), it.data ()->y ()); + window->DrawTo(it.data ()->x (), it.data ()->y ()); + } + while (!it.at_last ()); //until end of list + endpt = *(it.data ()); //end point + + //other side of boundary + window->SetCursor(startpt.x (), startpt.y ()); + it.set_to_list (&rightside); + prevpt = startpt; + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + //draw round corner + window->DrawTo(prevpt.x (), it.data ()->y ()); + window->DrawTo(it.data ()->x (), it.data ()->y ()); + prevpt = *(it.data ()); //previous point + } + //close boundary + window->DrawTo(endpt.x(), endpt.y()); + } +} +#endif + +/********************************************************************** + * PDBLK::operator= + * + * Assignment - duplicate the block structure, but with an EMPTY row list. + **********************************************************************/ + +PDBLK & PDBLK::operator= ( //assignment +const PDBLK & source //from this +) { + // this->ELIST_LINK::operator=(source); + if (!leftside.empty ()) + leftside.clear (); + if (!rightside.empty ()) + rightside.clear (); + leftside.deep_copy(&source.leftside, &ICOORDELT::deep_copy); + rightside.deep_copy(&source.rightside, &ICOORDELT::deep_copy); + box = source.box; + return *this; +} + + +/********************************************************************** + * BLOCK_RECT_IT::BLOCK_RECT_IT + * + * Construct a block rectangle iterator. + **********************************************************************/ + +BLOCK_RECT_IT::BLOCK_RECT_IT ( +//iterate rectangles +PDBLK * blkptr //from block +):left_it (&blkptr->leftside), right_it (&blkptr->rightside) { + block = blkptr; //remember block + //non empty list + if (!blkptr->leftside.empty ()) { + start_block(); //ready for iteration + } +} + + +/********************************************************************** + * BLOCK_RECT_IT::set_to_block + * + * Start a new block. + **********************************************************************/ + +void BLOCK_RECT_IT::set_to_block( //start (new) block + PDBLK *blkptr) { //block to start + block = blkptr; //remember block + //set iterators + left_it.set_to_list (&blkptr->leftside); + right_it.set_to_list (&blkptr->rightside); + if (!blkptr->leftside.empty ()) + start_block(); //ready for iteration +} + + +/********************************************************************** + * BLOCK_RECT_IT::start_block + * + * Restart a block. + **********************************************************************/ + +void BLOCK_RECT_IT::start_block() { //start (new) block + left_it.move_to_first (); + right_it.move_to_first (); + left_it.mark_cycle_pt (); + right_it.mark_cycle_pt (); + ymin = left_it.data ()->y (); //bottom of first box + ymax = left_it.data_relative (1)->y (); + if (right_it.data_relative (1)->y () < ymax) + //smallest step + ymax = right_it.data_relative (1)->y (); +} + + +/********************************************************************** + * BLOCK_RECT_IT::forward + * + * Move to the next rectangle in the block. + **********************************************************************/ + +void BLOCK_RECT_IT::forward() { //next rectangle + if (!left_it.empty ()) { //non-empty list + if (left_it.data_relative (1)->y () == ymax) + left_it.forward (); //move to meet top + if (right_it.data_relative (1)->y () == ymax) + right_it.forward (); + //last is special + if (left_it.at_last () || right_it.at_last ()) { + left_it.move_to_first (); //restart + right_it.move_to_first (); + //now at bottom + ymin = left_it.data ()->y (); + } + else { + ymin = ymax; //new bottom + } + //next point + ymax = left_it.data_relative (1)->y (); + if (right_it.data_relative (1)->y () < ymax) + //least step forward + ymax = right_it.data_relative (1)->y (); + } +} + + +/********************************************************************** + * BLOCK_LINE_IT::get_line + * + * Get the the start and width of a line in the block. + **********************************************************************/ + +inT16 BLOCK_LINE_IT::get_line( //get a line + inT16 y, //line to get + inT16 &xext //output extent + ) { + ICOORD bleft; //bounding box + ICOORD tright; //of block & rect + + //get block box + block->bounding_box (bleft, tright); + if (y < bleft.y () || y >= tright.y ()) { + // block->print(stderr,FALSE); + BADBLOCKLINE.error ("BLOCK_LINE_IT::get_line", ABORT, "Y=%d", y); + } + + //get rectangle box + rect_it.bounding_box (bleft, tright); + //inside rectangle + if (y >= bleft.y () && y < tright.y ()) { + //width of line + xext = tright.x () - bleft.x (); + return bleft.x (); //start of line + } + for (rect_it.start_block (); !rect_it.cycled_rects (); rect_it.forward ()) { + //get rectangle box + rect_it.bounding_box (bleft, tright); + //inside rectangle + if (y >= bleft.y () && y < tright.y ()) { + //width of line + xext = tright.x () - bleft.x (); + return bleft.x (); //start of line + } + } + LOSTBLOCKLINE.error ("BLOCK_LINE_IT::get_line", ABORT, "Y=%d", y); + return 0; //dummy to stop warning +} diff --git a/3rdparty/hgOCR/include/ccstruct/pdblock.h b/3rdparty/hgOCR/include/ccstruct/pdblock.h new file mode 100644 index 00000000..cf29b782 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/pdblock.h @@ -0,0 +1,175 @@ +/********************************************************************** + * File: pdblock.h (Formerly pdblk.h) + * Description: Page block class definition. + * Author: Ray Smith + * Created: Thu Mar 14 17:32:01 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef PDBLOCK_H +#define PDBLOCK_H + +#include "clst.h" +#include "strngs.h" +#include "polyblk.h" + +class DLLSYM PDBLK; //forward decl +struct Pix; + +CLISTIZEH (PDBLK) +///page block +class PDBLK { + friend class BLOCK_RECT_IT; //< block iterator + + public: + /// empty constructor + PDBLK() { + hand_poly = NULL; + index_ = 0; + } + /// simple constructor + PDBLK(inT16 xmin, //< bottom left + inT16 ymin, + inT16 xmax, //< top right + inT16 ymax); + + /// set vertex lists + ///@param left list of left vertices + ///@param right list of right vertices + void set_sides(ICOORDELT_LIST *left, ICOORDELT_LIST *right); + + /// destructor + ~PDBLK() { delete hand_poly; } + + POLY_BLOCK *poly_block() const { return hand_poly; } + /// set the poly block + void set_poly_block(POLY_BLOCK *blk) { hand_poly = blk; } + /// get box + void bounding_box(ICOORD &bottom_left, // bottom left + ICOORD &top_right) const { // topright + bottom_left = box.botleft(); + top_right = box.topright(); + } + /// get real box + const TBOX &bounding_box() const { return box; } + + int index() const { return index_; } + void set_index(int value) { index_ = value; } + + /// is pt inside block + BOOL8 contains(ICOORD pt); + + /// reposition block + void move(const ICOORD vec); // by vector + + // Returns a binary Pix mask with a 1 pixel for every pixel within the + // block. Rotates the coordinate system by rerotation prior to rendering. + // If not NULL, mask_box is filled with the position box of the returned + // mask image. + Pix *render_mask(const FCOORD &rerotation, TBOX *mask_box); + +#ifndef GRAPHICS_DISABLED + /// draw histogram + ///@param window window to draw in + ///@param serial serial number + ///@param colour colour to draw in + void plot(ScrollView *window, inT32 serial, ScrollView::Color colour); +#endif // GRAPHICS_DISABLED + + /// assignment + ///@param source from this + PDBLK &operator=(const PDBLK &source); + + protected: + POLY_BLOCK *hand_poly; //< weird as well + ICOORDELT_LIST leftside; //< left side vertices + ICOORDELT_LIST rightside; //< right side vertices + TBOX box; //< bounding box + int index_; //< Serial number of this block. +}; + +class DLLSYM BLOCK_RECT_IT //rectangle iterator +{ + public: + ///constructor + ///@param blkptr block to iterate + BLOCK_RECT_IT(PDBLK *blkptr); + + ///start (new) block + void set_to_block ( + PDBLK * blkptr); //block to iterate + + ///start iteration + void start_block(); + + ///next rectangle + void forward(); + + ///test end + BOOL8 cycled_rects() { + return left_it.cycled_list () && right_it.cycled_list (); + } + + ///current rectangle + ///@param bleft bottom left + ///@param tright top right + void bounding_box(ICOORD &bleft, + ICOORD &tright) { + //bottom left + bleft = ICOORD (left_it.data ()->x (), ymin); + //top right + tright = ICOORD (right_it.data ()->x (), ymax); + } + + private: + inT16 ymin; //< bottom of rectangle + inT16 ymax; //< top of rectangle + PDBLK *block; //< block to iterate + ICOORDELT_IT left_it; //< boundary iterators + ICOORDELT_IT right_it; +}; + +///rectangle iterator +class DLLSYM BLOCK_LINE_IT +{ + public: + ///constructor + ///@param blkptr from block + BLOCK_LINE_IT (PDBLK * blkptr) + :rect_it (blkptr) { + block = blkptr; //remember block + } + + ///start (new) block + ///@param blkptr block to start + void set_to_block (PDBLK * blkptr) { + block = blkptr; //remember block + //set iterator + rect_it.set_to_block (blkptr); + } + + ///get a line + ///@param y line to get + ///@param xext output extent + inT16 get_line(inT16 y, + inT16 &xext); + + private: + PDBLK * block; //< block to iterate + BLOCK_RECT_IT rect_it; //< rectangle iterator +}; + +int decreasing_top_order(const void *row1, + const void *row2); +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/points.cpp b/3rdparty/hgOCR/include/ccstruct/points.cpp new file mode 100644 index 00000000..6569fba4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/points.cpp @@ -0,0 +1,145 @@ +/********************************************************************** + * File: points.c (Formerly coords.c) + * Description: Member functions for coordinate classes. + * Author: Ray Smith + * Created: Fri Mar 15 08:58:17 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifdef _MSC_VER +#define _USE_MATH_DEFINES +#endif // _MSC_VER + +#include +#include "helpers.h" +#include "ndminx.h" +#include "serialis.h" +#include "points.h" + +ELISTIZE (ICOORDELT) //turn to list +bool FCOORD::normalise() { //Convert to unit vec + float len = length (); + + if (len < 0.0000000001) { + return false; + } + xcoord /= len; + ycoord /= len; + return true; +} + +// Set from the given x,y, shrinking the vector to fit if needed. +void ICOORD::set_with_shrink(int x, int y) { + // Fit the vector into an ICOORD, which is 16 bit. + int factor = 1; + int max_extent = MAX(abs(x), abs(y)); + if (max_extent > MAX_INT16) + factor = max_extent / MAX_INT16 + 1; + xcoord = x / factor; + ycoord = y / factor; +} + +// The fortran/basic sgn function returns -1, 0, 1 if x < 0, x == 0, x > 0 +// respectively. +static int sign(int x) { + if (x < 0) + return -1; + else + return x > 0 ? 1 : 0; +} + +// Writes to the given file. Returns false in case of error. +bool ICOORD::Serialize(FILE* fp) const { + if (fwrite(&xcoord, sizeof(xcoord), 1, fp) != 1) return false; + if (fwrite(&ycoord, sizeof(ycoord), 1, fp) != 1) return false; + return true; +} +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool ICOORD::DeSerialize(bool swap, FILE* fp) { + if (fread(&xcoord, sizeof(xcoord), 1, fp) != 1) return false; + if (fread(&ycoord, sizeof(ycoord), 1, fp) != 1) return false; + if (swap) { + ReverseN(&xcoord, sizeof(xcoord)); + ReverseN(&ycoord, sizeof(ycoord)); + } + return true; +} + +// Setup for iterating over the pixels in a vector by the well-known +// Bresenham rendering algorithm. +// Starting with major/2 in the accumulator, on each step add major_step, +// and then add minor to the accumulator. When the accumulator >= major +// subtract major and step a minor step. + +void ICOORD::setup_render(ICOORD* major_step, ICOORD* minor_step, + int* major, int* minor) const { + int abs_x = abs(xcoord); + int abs_y = abs(ycoord); + if (abs_x >= abs_y) { + // X-direction is major. + major_step->xcoord = sign(xcoord); + major_step->ycoord = 0; + minor_step->xcoord = 0; + minor_step->ycoord = sign(ycoord); + *major = abs_x; + *minor = abs_y; + } else { + // Y-direction is major. + major_step->xcoord = 0; + major_step->ycoord = sign(ycoord); + minor_step->xcoord = sign(xcoord); + minor_step->ycoord = 0; + *major = abs_y; + *minor = abs_x; + } +} + +// Returns the standard feature direction corresponding to this. +// See binary_angle_plus_pi below for a description of the direction. +uinT8 FCOORD::to_direction() const { + return binary_angle_plus_pi(angle()); +} +// Sets this with a unit vector in the given standard feature direction. +void FCOORD::from_direction(uinT8 direction) { + double radians = angle_from_direction(direction); + xcoord = cos(radians); + ycoord = sin(radians); +} + +// Converts an angle in radians (from ICOORD::angle or FCOORD::angle) to a +// standard feature direction as an unsigned angle in 256ths of a circle +// measured anticlockwise from (-1, 0). +uinT8 FCOORD::binary_angle_plus_pi(double radians) { + return Modulo(IntCastRounded((radians + M_PI) * 128.0 / M_PI), 256); +} +// Inverse of binary_angle_plus_pi returns an angle in radians for the +// given standard feature direction. +double FCOORD::angle_from_direction(uinT8 direction) { + return direction * M_PI / 128.0 - M_PI; +} + +// Returns the point on the given line nearest to this, ie the point such +// that the vector point->this is perpendicular to the line. +// The line is defined as a line_point and a dir_vector for its direction. +FCOORD FCOORD::nearest_pt_on_line(const FCOORD& line_point, + const FCOORD& dir_vector) const { + FCOORD point_vector(*this - line_point); + // The dot product (%) is |dir_vector||point_vector|cos theta, so dividing by + // the square of the length of dir_vector gives us the fraction of dir_vector + // to add to line1 to get the appropriate point, so + // result = line1 + lambda dir_vector. + double lambda = point_vector % dir_vector / dir_vector.sqlength(); + return line_point + (dir_vector * lambda); +} diff --git a/3rdparty/hgOCR/include/ccstruct/points.h b/3rdparty/hgOCR/include/ccstruct/points.h new file mode 100644 index 00000000..33e07328 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/points.h @@ -0,0 +1,323 @@ +/********************************************************************** + * File: points.h (Formerly coords.h) + * Description: Coordinate class definitions. + * Author: Ray Smith + * Created: Fri Mar 15 08:32:45 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef POINTS_H +#define POINTS_H + +#include +#include +#include "elst.h" + +class FCOORD; + +///integer coordinate +class ICOORD +{ + friend class FCOORD; + + public: + ///empty constructor + ICOORD() { + xcoord = ycoord = 0; //default zero + } + ///constructor + ///@param xin x value + ///@param yin y value + ICOORD(inT16 xin, + inT16 yin) { + xcoord = xin; + ycoord = yin; + } + ///destructor + ~ICOORD () { + } + + ///access function + inT16 x() const { + return xcoord; + } + ///access_function + inT16 y() const { + return ycoord; + } + + ///rewrite function + void set_x(inT16 xin) { + xcoord = xin; //write new value + } + ///rewrite function + void set_y(inT16 yin) { //value to set + ycoord = yin; + } + + /// Set from the given x,y, shrinking the vector to fit if needed. + void set_with_shrink(int x, int y); + + ///find sq length + float sqlength() const { + return (float) (xcoord * xcoord + ycoord * ycoord); + } + + ///find length + float length() const { + return (float) sqrt (sqlength ()); + } + + ///sq dist between pts + float pt_to_pt_sqdist(const ICOORD &pt) const { + ICOORD gap; + + gap.xcoord = xcoord - pt.xcoord; + gap.ycoord = ycoord - pt.ycoord; + return gap.sqlength (); + } + + ///Distance between pts + float pt_to_pt_dist(const ICOORD &pt) const { + return (float) sqrt (pt_to_pt_sqdist (pt)); + } + + ///find angle + float angle() const { + return (float) atan2 ((double) ycoord, (double) xcoord); + } + + ///test equality + BOOL8 operator== (const ICOORD & other) const { + return xcoord == other.xcoord && ycoord == other.ycoord; + } + ///test inequality + BOOL8 operator!= (const ICOORD & other) const { + return xcoord != other.xcoord || ycoord != other.ycoord; + } + ///rotate 90 deg anti + friend ICOORD operator! (const ICOORD &); + ///unary minus + friend ICOORD operator- (const ICOORD &); + ///add + friend ICOORD operator+ (const ICOORD &, const ICOORD &); + ///add + friend ICOORD & operator+= (ICOORD &, const ICOORD &); + ///subtract + friend ICOORD operator- (const ICOORD &, const ICOORD &); + ///subtract + friend ICOORD & operator-= (ICOORD &, const ICOORD &); + ///scalar product + friend inT32 operator% (const ICOORD &, const ICOORD &); + ///cross product + friend inT32 operator *(const ICOORD &, + const ICOORD &); + ///multiply + friend ICOORD operator *(const ICOORD &, + inT16); + ///multiply + friend ICOORD operator *(inT16, + const ICOORD &); + ///multiply + friend ICOORD & operator*= (ICOORD &, inT16); + ///divide + friend ICOORD operator/ (const ICOORD &, inT16); + ///divide + friend ICOORD & operator/= (ICOORD &, inT16); + ///rotate + ///@param vec by vector + void rotate(const FCOORD& vec); + + /// Setup for iterating over the pixels in a vector by the well-known + /// Bresenham rendering algorithm. + /// Starting with major/2 in the accumulator, on each step move by + /// major_step, and then add minor to the accumulator. When + /// accumulator >= major subtract major and also move by minor_step. + void setup_render(ICOORD* major_step, ICOORD* minor_step, + int* major, int* minor) const; + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + protected: + inT16 xcoord; //< x value + inT16 ycoord; //< y value +}; + +class DLLSYM ICOORDELT:public ELIST_LINK, public ICOORD + //embedded coord list +{ + public: + ///empty constructor + ICOORDELT() { + } + ///constructor from ICOORD + ICOORDELT (ICOORD icoord):ICOORD (icoord) { + } + ///constructor + ///@param xin x value + ///@param yin y value + ICOORDELT(inT16 xin, + inT16 yin) { + xcoord = xin; + ycoord = yin; + } + + static ICOORDELT* deep_copy(const ICOORDELT* src) { + ICOORDELT* elt = new ICOORDELT; + *elt = *src; + return elt; + } + +}; + +ELISTIZEH (ICOORDELT) +class DLLSYM FCOORD +{ + public: + ///empty constructor + FCOORD() { + } + ///constructor + ///@param xvalue x value + ///@param yvalue y value + FCOORD(float xvalue, + float yvalue) { + xcoord = xvalue; //set coords + ycoord = yvalue; + } + FCOORD( //make from ICOORD + ICOORD icoord) { //coords to set + xcoord = icoord.xcoord; + ycoord = icoord.ycoord; + } + + float x() const { //get coords + return xcoord; + } + float y() const { + return ycoord; + } + ///rewrite function + void set_x(float xin) { + xcoord = xin; //write new value + } + ///rewrite function + void set_y(float yin) { //value to set + ycoord = yin; + } + + ///find sq length + float sqlength() const { + return xcoord * xcoord + ycoord * ycoord; + } + + ///find length + float length() const { + return (float) sqrt (sqlength ()); + } + + ///sq dist between pts + float pt_to_pt_sqdist(const FCOORD &pt) const { + FCOORD gap; + + gap.xcoord = xcoord - pt.xcoord; + gap.ycoord = ycoord - pt.ycoord; + return gap.sqlength (); + } + + ///Distance between pts + float pt_to_pt_dist(const FCOORD &pt) const { + return (float) sqrt (pt_to_pt_sqdist (pt)); + } + + ///find angle + float angle() const { + return (float) atan2 (ycoord, xcoord); + } + // Returns the standard feature direction corresponding to this. + // See binary_angle_plus_pi below for a description of the direction. + uinT8 to_direction() const; + // Sets this with a unit vector in the given standard feature direction. + void from_direction(uinT8 direction); + + // Converts an angle in radians (from ICOORD::angle or FCOORD::angle) to a + // standard feature direction as an unsigned angle in 256ths of a circle + // measured anticlockwise from (-1, 0). + static uinT8 binary_angle_plus_pi(double angle); + // Inverse of binary_angle_plus_pi returns an angle in radians for the + // given standard feature direction. + static double angle_from_direction(uinT8 direction); + // Returns the point on the given line nearest to this, ie the point such + // that the vector point->this is perpendicular to the line. + // The line is defined as a line_point and a dir_vector for its direction. + // dir_vector need not be a unit vector. + FCOORD nearest_pt_on_line(const FCOORD& line_point, + const FCOORD& dir_vector) const; + + ///Convert to unit vec + bool normalise(); + + ///test equality + BOOL8 operator== (const FCOORD & other) { + return xcoord == other.xcoord && ycoord == other.ycoord; + } + ///test inequality + BOOL8 operator!= (const FCOORD & other) { + return xcoord != other.xcoord || ycoord != other.ycoord; + } + ///rotate 90 deg anti + friend FCOORD operator! (const FCOORD &); + ///unary minus + friend FCOORD operator- (const FCOORD &); + ///add + friend FCOORD operator+ (const FCOORD &, const FCOORD &); + ///add + friend FCOORD & operator+= (FCOORD &, const FCOORD &); + ///subtract + friend FCOORD operator- (const FCOORD &, const FCOORD &); + ///subtract + friend FCOORD & operator-= (FCOORD &, const FCOORD &); + ///scalar product + friend float operator% (const FCOORD &, const FCOORD &); + ///cross product + friend float operator *(const FCOORD &, const FCOORD &); + ///multiply + friend FCOORD operator *(const FCOORD &, float); + ///multiply + friend FCOORD operator *(float, const FCOORD &); + + ///multiply + friend FCOORD & operator*= (FCOORD &, float); + ///divide + friend FCOORD operator/ (const FCOORD &, float); + ///rotate + ///@param vec by vector + void rotate(const FCOORD vec); + // unrotate - undo a rotate(vec) + // @param vec by vector + void unrotate(const FCOORD &vec); + ///divide + friend FCOORD & operator/= (FCOORD &, float); + + private: + float xcoord; //2 floating coords + float ycoord; +}; + +#include "ipoints.h" /*do inline funcs */ +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/polyaprx.cpp b/3rdparty/hgOCR/include/ccstruct/polyaprx.cpp new file mode 100644 index 00000000..75973495 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/polyaprx.cpp @@ -0,0 +1,584 @@ +/********************************************************************** + * File: polyaprx.cpp (Formerly polygon.c) + * Description: Code for polygonal approximation from old edgeprog. + * Author: Ray Smith + * Created: Thu Nov 25 11:42:04 GMT 1993 + * + * (C) Copyright 1993, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#ifdef __UNIX__ +#include +#endif +#define FASTEDGELENGTH 256 +#include "polyaprx.h" +#include "params.h" +#include "tprintf.h" + +#define EXTERN + +EXTERN BOOL_VAR(poly_debug, FALSE, "Debug old poly"); +EXTERN BOOL_VAR(poly_wide_objects_better, TRUE, + "More accurate approx on wide things"); + +#define FIXED 4 /*OUTLINE point is fixed */ + +#define RUNLENGTH 1 /*length of run */ + +#define DIR 2 /*direction of run */ + +#define FLAGS 0 + +#define fixed_dist 20 //really an int_variable +#define approx_dist 15 //really an int_variable + +const int par1 = 4500 / (approx_dist * approx_dist); +const int par2 = 6750 / (approx_dist * approx_dist); + + +/********************************************************************** + * tesspoly_outline + * + * Approximate an outline from chain codes form using the old tess algorithm. + * If allow_detailed_fx is true, the EDGEPTs in the returned TBLOB + * contain pointers to the input C_OUTLINEs that enable higher-resolution + * feature extraction that does not use the polygonal approximation. + **********************************************************************/ + + +TESSLINE* ApproximateOutline(bool allow_detailed_fx, C_OUTLINE* c_outline) { + TBOX loop_box; // bounding box + inT32 area; // loop area + EDGEPT stack_edgepts[FASTEDGELENGTH]; // converted path + EDGEPT* edgepts = stack_edgepts; + + // Use heap memory if the stack buffer is not big enough. + if (c_outline->pathlength() > FASTEDGELENGTH) + edgepts = new EDGEPT[c_outline->pathlength()]; + + loop_box = c_outline->bounding_box(); + area = loop_box.height(); + if (!poly_wide_objects_better && loop_box.width() > area) + area = loop_box.width(); + area *= area; + edgesteps_to_edgepts(c_outline, edgepts); + fix2(edgepts, area); + EDGEPT* edgept = poly2(edgepts, area); // 2nd approximation. + EDGEPT* startpt = edgept; + EDGEPT* result = NULL; + EDGEPT* prev_result = NULL; + do { + EDGEPT* new_pt = new EDGEPT; + new_pt->pos = edgept->pos; + new_pt->prev = prev_result; + if (prev_result == NULL) { + result = new_pt; + } else { + prev_result->next = new_pt; + new_pt->prev = prev_result; + } + if (allow_detailed_fx) { + new_pt->src_outline = edgept->src_outline; + new_pt->start_step = edgept->start_step; + new_pt->step_count = edgept->step_count; + } + prev_result = new_pt; + edgept = edgept->next; + } + while (edgept != startpt); + prev_result->next = result; + result->prev = prev_result; + if (edgepts != stack_edgepts) + delete [] edgepts; + return TESSLINE::BuildFromOutlineList(result); +} + + +/********************************************************************** + * edgesteps_to_edgepts + * + * Convert a C_OUTLINE to EDGEPTs. + **********************************************************************/ + +EDGEPT * +edgesteps_to_edgepts ( //convert outline +C_OUTLINE * c_outline, //input +EDGEPT edgepts[] //output is array +) { + inT32 length; //steps in path + ICOORD pos; //current coords + inT32 stepindex; //current step + inT32 stepinc; //increment + inT32 epindex; //current EDGEPT + inT32 count; //repeated steps + ICOORD vec; //for this 8 step + ICOORD prev_vec; + inT8 epdir; //of this step + DIR128 prevdir; //prvious dir + DIR128 dir; //of this step + + pos = c_outline->start_pos (); //start of loop + length = c_outline->pathlength (); + stepindex = 0; + epindex = 0; + prevdir = -1; + count = 0; + int prev_stepindex = 0; + do { + dir = c_outline->step_dir (stepindex); + vec = c_outline->step (stepindex); + if (stepindex < length - 1 + && c_outline->step_dir (stepindex + 1) - dir == -32) { + dir += 128 - 16; + vec += c_outline->step (stepindex + 1); + stepinc = 2; + } + else + stepinc = 1; + if (count == 0) { + prevdir = dir; + prev_vec = vec; + } + if (prevdir.get_dir () != dir.get_dir ()) { + edgepts[epindex].pos.x = pos.x (); + edgepts[epindex].pos.y = pos.y (); + prev_vec *= count; + edgepts[epindex].vec.x = prev_vec.x (); + edgepts[epindex].vec.y = prev_vec.y (); + pos += prev_vec; + edgepts[epindex].flags[RUNLENGTH] = count; + edgepts[epindex].prev = &edgepts[epindex - 1]; + edgepts[epindex].flags[FLAGS] = 0; + edgepts[epindex].next = &edgepts[epindex + 1]; + prevdir += 64; + epdir = (DIR128) 0 - prevdir; + epdir >>= 4; + epdir &= 7; + edgepts[epindex].flags[DIR] = epdir; + edgepts[epindex].src_outline = c_outline; + edgepts[epindex].start_step = prev_stepindex; + edgepts[epindex].step_count = stepindex - prev_stepindex; + epindex++; + prevdir = dir; + prev_vec = vec; + count = 1; + prev_stepindex = stepindex; + } + else + count++; + stepindex += stepinc; + } + while (stepindex < length); + edgepts[epindex].pos.x = pos.x (); + edgepts[epindex].pos.y = pos.y (); + prev_vec *= count; + edgepts[epindex].vec.x = prev_vec.x (); + edgepts[epindex].vec.y = prev_vec.y (); + pos += prev_vec; + edgepts[epindex].flags[RUNLENGTH] = count; + edgepts[epindex].flags[FLAGS] = 0; + edgepts[epindex].src_outline = c_outline; + edgepts[epindex].start_step = prev_stepindex; + edgepts[epindex].step_count = stepindex - prev_stepindex; + edgepts[epindex].prev = &edgepts[epindex - 1]; + edgepts[epindex].next = &edgepts[0]; + prevdir += 64; + epdir = (DIR128) 0 - prevdir; + epdir >>= 4; + epdir &= 7; + edgepts[epindex].flags[DIR] = epdir; + edgepts[0].prev = &edgepts[epindex]; + ASSERT_HOST (pos.x () == c_outline->start_pos ().x () + && pos.y () == c_outline->start_pos ().y ()); + return &edgepts[0]; +} + + +/********************************************************************** + *fix2(start,area) fixes points on the outline according to a trial method* + **********************************************************************/ + +//#pragma OPT_LEVEL 1 /*stop compiler bugs*/ + +void fix2( //polygonal approx + EDGEPT *start, /*loop to approimate */ + int area) { + EDGEPT *edgept; /*current point */ + EDGEPT *edgept1; + EDGEPT *loopstart; /*modified start of loop */ + EDGEPT *linestart; /*start of line segment */ + int dir1, dir2; /*directions of line */ + int sum1, sum2; /*lengths in dir1,dir2 */ + int stopped; /*completed flag */ + int fixed_count; //no of fixed points + int d01, d12, d23, gapmin; + TPOINT d01vec, d12vec, d23vec; + EDGEPT *edgefix, *startfix; + EDGEPT *edgefix0, *edgefix1, *edgefix2, *edgefix3; + + edgept = start; /*start of loop */ + while (((edgept->flags[DIR] - edgept->prev->flags[DIR] + 1) & 7) < 3 + && (dir1 = + (edgept->prev->flags[DIR] - edgept->next->flags[DIR]) & 7) != 2 + && dir1 != 6) + edgept = edgept->next; /*find suitable start */ + loopstart = edgept; /*remember start */ + + stopped = 0; /*not finished yet */ + edgept->flags[FLAGS] |= FIXED; /*fix it */ + do { + linestart = edgept; /*possible start of line */ + dir1 = edgept->flags[DIR]; /*first direction */ + /*length of dir1 */ + sum1 = edgept->flags[RUNLENGTH]; + edgept = edgept->next; + dir2 = edgept->flags[DIR]; /*2nd direction */ + /*length in dir2 */ + sum2 = edgept->flags[RUNLENGTH]; + if (((dir1 - dir2 + 1) & 7) < 3) { + while (edgept->prev->flags[DIR] == edgept->next->flags[DIR]) { + edgept = edgept->next; /*look at next */ + if (edgept->flags[DIR] == dir1) + /*sum lengths */ + sum1 += edgept->flags[RUNLENGTH]; + else + sum2 += edgept->flags[RUNLENGTH]; + } + + if (edgept == loopstart) + stopped = 1; /*finished */ + if (sum2 + sum1 > 2 + && linestart->prev->flags[DIR] == dir2 + && (linestart->prev->flags[RUNLENGTH] > + linestart->flags[RUNLENGTH] || sum2 > sum1)) { + /*start is back one */ + linestart = linestart->prev; + linestart->flags[FLAGS] |= FIXED; + } + + if (((edgept->next->flags[DIR] - edgept->flags[DIR] + 1) & 7) >= 3 + || (edgept->flags[DIR] == dir1 && sum1 >= sum2) + || ((edgept->prev->flags[RUNLENGTH] < edgept->flags[RUNLENGTH] + || (edgept->flags[DIR] == dir2 && sum2 >= sum1)) + && linestart->next != edgept)) + edgept = edgept->next; + } + /*sharp bend */ + edgept->flags[FLAGS] |= FIXED; + } + /*do whole loop */ + while (edgept != loopstart && !stopped); + + edgept = start; + do { + if (((edgept->flags[RUNLENGTH] >= 8) && + (edgept->flags[DIR] != 2) && (edgept->flags[DIR] != 6)) || + ((edgept->flags[RUNLENGTH] >= 8) && + ((edgept->flags[DIR] == 2) || (edgept->flags[DIR] == 6)))) { + edgept->flags[FLAGS] |= FIXED; + edgept1 = edgept->next; + edgept1->flags[FLAGS] |= FIXED; + } + edgept = edgept->next; + } + while (edgept != start); + + edgept = start; + do { + /*single fixed step */ + if (edgept->flags[FLAGS] & FIXED && edgept->flags[RUNLENGTH] == 1 + /*and neighours free */ + && edgept->next->flags[FLAGS] & FIXED && (edgept->prev->flags[FLAGS] & FIXED) == 0 + /*same pair of dirs */ + && (edgept->next->next->flags[FLAGS] & FIXED) == 0 && edgept->prev->flags[DIR] == edgept->next->flags[DIR] && edgept->prev->prev->flags[DIR] == edgept->next->next->flags[DIR] + && ((edgept->prev->flags[DIR] - edgept->flags[DIR] + 1) & 7) < 3) { + /*unfix it */ + edgept->flags[FLAGS] &= ~FIXED; + edgept->next->flags[FLAGS] &= ~FIXED; + } + edgept = edgept->next; /*do all points */ + } + while (edgept != start); /*until finished */ + + stopped = 0; + if (area < 450) + area = 450; + + gapmin = area * fixed_dist * fixed_dist / 44000; + + edgept = start; + fixed_count = 0; + do { + if (edgept->flags[FLAGS] & FIXED) + fixed_count++; + edgept = edgept->next; + } + while (edgept != start); + while ((edgept->flags[FLAGS] & FIXED) == 0) + edgept = edgept->next; + edgefix0 = edgept; + + edgept = edgept->next; + while ((edgept->flags[FLAGS] & FIXED) == 0) + edgept = edgept->next; + edgefix1 = edgept; + + edgept = edgept->next; + while ((edgept->flags[FLAGS] & FIXED) == 0) + edgept = edgept->next; + edgefix2 = edgept; + + edgept = edgept->next; + while ((edgept->flags[FLAGS] & FIXED) == 0) + edgept = edgept->next; + edgefix3 = edgept; + + startfix = edgefix2; + + do { + if (fixed_count <= 3) + break; //already too few + point_diff (d12vec, edgefix1->pos, edgefix2->pos); + d12 = LENGTH (d12vec); + // TODO(rays) investigate this change: + // Only unfix a point if it is part of a low-curvature section + // of outline and the total angle change of the outlines is + // less than 90 degrees, ie the scalar product is positive. + // if (d12 <= gapmin && SCALAR(edgefix0->vec, edgefix2->vec) > 0) { + if (d12 <= gapmin) { + point_diff (d01vec, edgefix0->pos, edgefix1->pos); + d01 = LENGTH (d01vec); + point_diff (d23vec, edgefix2->pos, edgefix3->pos); + d23 = LENGTH (d23vec); + if (d01 > d23) { + edgefix2->flags[FLAGS] &= ~FIXED; + fixed_count--; + } + else { + edgefix1->flags[FLAGS] &= ~FIXED; + fixed_count--; + edgefix1 = edgefix2; + } + } + else { + edgefix0 = edgefix1; + edgefix1 = edgefix2; + } + edgefix2 = edgefix3; + edgept = edgept->next; + while ((edgept->flags[FLAGS] & FIXED) == 0) { + if (edgept == startfix) + stopped = 1; + edgept = edgept->next; + } + edgefix3 = edgept; + edgefix = edgefix2; + } + while ((edgefix != startfix) && (!stopped)); +} + + +//#pragma OPT_LEVEL 2 /*stop compiler bugs*/ + +/********************************************************************** + *poly2(startpt,area,path) applies a second approximation to the outline + *using the points which have been fixed by the first approximation* + **********************************************************************/ + +EDGEPT *poly2( //second poly + EDGEPT *startpt, /*start of loop */ + int area /*area of blob box */ + ) { + EDGEPT *edgept; /*current outline point */ + EDGEPT *loopstart; /*starting point */ + EDGEPT *linestart; /*start of line */ + int edgesum; /*correction count */ + + if (area < 1200) + area = 1200; /*minimum value */ + + loopstart = NULL; /*not found it yet */ + edgept = startpt; /*start of loop */ + + do { + /*current point fixed */ + if (edgept->flags[FLAGS] & FIXED + /*and next not */ + && (edgept->next->flags[FLAGS] & FIXED) == 0) { + loopstart = edgept; /*start of repoly */ + break; + } + edgept = edgept->next; /*next point */ + } + while (edgept != startpt); /*until found or finished */ + + if (loopstart == NULL && (startpt->flags[FLAGS] & FIXED) == 0) { + /*fixed start of loop */ + startpt->flags[FLAGS] |= FIXED; + loopstart = startpt; /*or start of loop */ + } + if (loopstart) { + do { + edgept = loopstart; /*first to do */ + do { + linestart = edgept; + edgesum = 0; /*sum of lengths */ + do { + /*sum lengths */ + edgesum += edgept->flags[RUNLENGTH]; + edgept = edgept->next; /*move on */ + } + while ((edgept->flags[FLAGS] & FIXED) == 0 + && edgept != loopstart && edgesum < 126); + if (poly_debug) + tprintf + ("Poly2:starting at (%d,%d)+%d=(%d,%d),%d to (%d,%d)\n", + linestart->pos.x, linestart->pos.y, linestart->flags[DIR], + linestart->vec.x, linestart->vec.y, edgesum, edgept->pos.x, + edgept->pos.y); + /*reapproximate */ + cutline(linestart, edgept, area); + + while ((edgept->next->flags[FLAGS] & FIXED) + && edgept != loopstart) + edgept = edgept->next; /*look for next non-fixed */ + } + /*do all the loop */ + while (edgept != loopstart); + edgesum = 0; + do { + if (edgept->flags[FLAGS] & FIXED) + edgesum++; + edgept = edgept->next; + } + //count fixed pts + while (edgept != loopstart); + if (edgesum < 3) + area /= 2; //must have 3 pts + } + while (edgesum < 3); + do { + linestart = edgept; + do { + edgept = edgept->next; + } + while ((edgept->flags[FLAGS] & FIXED) == 0); + linestart->next = edgept; + edgept->prev = linestart; + linestart->vec.x = edgept->pos.x - linestart->pos.x; + linestart->vec.y = edgept->pos.y - linestart->pos.y; + } + while (edgept != loopstart); + } + else + edgept = startpt; /*start of loop */ + + loopstart = edgept; /*new start */ + return loopstart; /*correct exit */ +} + + +/********************************************************************** + *cutline(first,last,area) straightens out a line by partitioning + *and joining the ends by a straight line* + **********************************************************************/ + +void cutline( //recursive refine + EDGEPT *first, /*ends of line */ + EDGEPT *last, + int area /*area of object */ + ) { + EDGEPT *edge; /*current edge */ + TPOINT vecsum; /*vector sum */ + int vlen; /*approx length of vecsum */ + TPOINT vec; /*accumulated vector */ + EDGEPT *maxpoint; /*worst point */ + int maxperp; /*max deviation */ + int perp; /*perp distance */ + int ptcount; /*no of points */ + int squaresum; /*sum of perps */ + + edge = first; /*start of line */ + if (edge->next == last) + return; /*simple line */ + + /*vector sum */ + vecsum.x = last->pos.x - edge->pos.x; + vecsum.y = last->pos.y - edge->pos.y; + if (vecsum.x == 0 && vecsum.y == 0) { + /*special case */ + vecsum.x = -edge->prev->vec.x; + vecsum.y = -edge->prev->vec.y; + } + /*absolute value */ + vlen = vecsum.x > 0 ? vecsum.x : -vecsum.x; + if (vecsum.y > vlen) + vlen = vecsum.y; /*maximum */ + else if (-vecsum.y > vlen) + vlen = -vecsum.y; /*absolute value */ + + vec.x = edge->vec.x; /*accumulated vector */ + vec.y = edge->vec.y; + maxperp = 0; /*none yet */ + squaresum = ptcount = 0; + edge = edge->next; /*move to actual point */ + maxpoint = edge; /*in case there isn't one */ + do { + perp = CROSS (vec, vecsum); /*get perp distance */ + if (perp != 0) { + perp *= perp; /*squared deviation */ + } + squaresum += perp; /*sum squares */ + ptcount++; /*count points */ + if (poly_debug) + tprintf ("Cutline:Final perp=%d\n", perp); + if (perp > maxperp) { + maxperp = perp; + maxpoint = edge; /*find greatest deviation */ + } + vec.x += edge->vec.x; /*accumulate vectors */ + vec.y += edge->vec.y; + edge = edge->next; + } + while (edge != last); /*test all line */ + + perp = LENGTH (vecsum); + ASSERT_HOST (perp != 0); + + if (maxperp < 256 * MAX_INT16) { + maxperp <<= 8; + maxperp /= perp; /*true max perp */ + } + else { + maxperp /= perp; + maxperp <<= 8; /*avoid overflow */ + } + if (squaresum < 256 * MAX_INT16) + /*mean squared perp */ + perp = (squaresum << 8) / (perp * ptcount); + else + /*avoid overflow */ + perp = (squaresum / perp << 8) / ptcount; + + if (poly_debug) + tprintf ("Cutline:A=%d, max=%.2f(%.2f%%), msd=%.2f(%.2f%%)\n", + area, maxperp / 256.0, maxperp * 200.0 / area, + perp / 256.0, perp * 300.0 / area); + if (maxperp * par1 >= 10 * area || perp * par2 >= 10 * area || vlen >= 126) { + maxpoint->flags[FLAGS] |= FIXED; + /*partitions */ + cutline(first, maxpoint, area); + cutline(maxpoint, last, area); + } +} diff --git a/3rdparty/hgOCR/include/ccstruct/polyaprx.h b/3rdparty/hgOCR/include/ccstruct/polyaprx.h new file mode 100644 index 00000000..45e3c755 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/polyaprx.h @@ -0,0 +1,44 @@ +/********************************************************************** + * File: polyaprx.h (Formerly polygon.h) + * Description: Code for polygonal approximation from old edgeprog. + * Author: Ray Smith + * Created: Thu Nov 25 11:42:04 GMT 1993 + * + * (C) Copyright 1993, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef POLYAPRX_H +#define POLYAPRX_H + +#include "blobs.h" +#include "coutln.h" + +// convert a chain-coded input to the old OUTLINE approximation +TESSLINE* ApproximateOutline(bool allow_detailed_fx, C_OUTLINE *c_outline); +EDGEPT *edgesteps_to_edgepts ( //convert outline +C_OUTLINE * c_outline, //input +EDGEPT edgepts[] //output is array +); +void fix2( //polygonal approx + EDGEPT *start, /*loop to approimate */ + int area); +EDGEPT *poly2( //second poly + EDGEPT *startpt, /*start of loop */ + int area /*area of blob box */ + ); +void cutline( //recursive refine + EDGEPT *first, /*ends of line */ + EDGEPT *last, + int area /*area of object */ + ); +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/polyblk.cpp b/3rdparty/hgOCR/include/ccstruct/polyblk.cpp new file mode 100644 index 00000000..b5ca2e12 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/polyblk.cpp @@ -0,0 +1,421 @@ +/********************************************************************** + * File: polyblk.c (Formerly poly_block.c) + * Description: Polygonal blocks + * Author: Sheelagh Lloyd? + * Created: + * + * (C) Copyright 1993, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include +#include +#include "elst.h" +#include "polyblk.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#define PBLOCK_LABEL_SIZE 150 +#define INTERSECTING MAX_INT16 + +int lessthan(const void *first, const void *second); + +POLY_BLOCK::POLY_BLOCK(ICOORDELT_LIST *points, PolyBlockType t) { + ICOORDELT_IT v = &vertices; + + vertices.clear(); + v.move_to_first(); + v.add_list_before(points); + compute_bb(); + type = t; +} + +// Initialize from box coordinates. +POLY_BLOCK::POLY_BLOCK(const TBOX& box, PolyBlockType t) { + vertices.clear(); + ICOORDELT_IT v = &vertices; + v.move_to_first(); + v.add_to_end(new ICOORDELT(box.left(), box.top())); + v.add_to_end(new ICOORDELT(box.left(), box.bottom())); + v.add_to_end(new ICOORDELT(box.right(), box.bottom())); + v.add_to_end(new ICOORDELT(box.right(), box.top())); + compute_bb(); + type = t; +} + +/** + * @name POLY_BLOCK::compute_bb + * + * Compute the bounding box from the outline points. + */ + +void POLY_BLOCK::compute_bb() { //constructor + ICOORD ibl, itr; //integer bb + ICOORD botleft; //bounding box + ICOORD topright; + ICOORD pos; //current pos; + ICOORDELT_IT pts = &vertices; //iterator + + botleft = *pts.data (); + topright = botleft; + do { + pos = *pts.data (); + if (pos.x () < botleft.x ()) + //get bounding box + botleft = ICOORD (pos.x (), botleft.y ()); + if (pos.y () < botleft.y ()) + botleft = ICOORD (botleft.x (), pos.y ()); + if (pos.x () > topright.x ()) + topright = ICOORD (pos.x (), topright.y ()); + if (pos.y () > topright.y ()) + topright = ICOORD (topright.x (), pos.y ()); + pts.forward (); + } + while (!pts.at_first ()); + ibl = ICOORD (botleft.x (), botleft.y ()); + itr = ICOORD (topright.x (), topright.y ()); + box = TBOX (ibl, itr); +} + + +/** + * @name POLY_BLOCK::winding_number + * + * Return the winding number of the outline around the given point. + * @param point point to wind around + */ + +inT16 POLY_BLOCK::winding_number(const ICOORD &point) { + inT16 count; //winding count + ICOORD pt; //current point + ICOORD vec; //point to current point + ICOORD vvec; //current point to next point + inT32 cross; //cross product + ICOORDELT_IT it = &vertices; //iterator + + count = 0; + do { + pt = *it.data (); + vec = pt - point; + vvec = *it.data_relative (1) - pt; + //crossing the line + if (vec.y () <= 0 && vec.y () + vvec.y () > 0) { + cross = vec * vvec; //cross product + if (cross > 0) + count++; //crossing right half + else if (cross == 0) + return INTERSECTING; //going through point + } + else if (vec.y () > 0 && vec.y () + vvec.y () <= 0) { + cross = vec * vvec; + if (cross < 0) + count--; //crossing back + else if (cross == 0) + return INTERSECTING; //illegal + } + else if (vec.y () == 0 && vec.x () == 0) + return INTERSECTING; + it.forward (); + } + while (!it.at_first ()); + return count; //winding number +} + + +/// @return true if other is inside this. +bool POLY_BLOCK::contains(POLY_BLOCK *other) { + inT16 count; // winding count + ICOORDELT_IT it = &vertices; // iterator + ICOORD vertex; + + if (!box.overlap (*(other->bounding_box ()))) + return false; // can't be contained + + /* check that no vertex of this is inside other */ + + do { + vertex = *it.data (); + // get winding number + count = other->winding_number (vertex); + if (count != INTERSECTING) + if (count != 0) + return false; + it.forward (); + } + while (!it.at_first ()); + + /* check that all vertices of other are inside this */ + + //switch lists + it.set_to_list (other->points ()); + do { + vertex = *it.data (); + //try other way round + count = winding_number (vertex); + if (count != INTERSECTING) + if (count == 0) + return false; + it.forward (); + } + while (!it.at_first ()); + return true; +} + + +/** + * @name POLY_BLOCK::rotate + * + * Rotate the POLY_BLOCK. + * @param rotation cos, sin of angle + */ + +void POLY_BLOCK::rotate(FCOORD rotation) { + FCOORD pos; //current pos; + ICOORDELT *pt; //current point + ICOORDELT_IT pts = &vertices; //iterator + + do { + pt = pts.data (); + pos.set_x (pt->x ()); + pos.set_y (pt->y ()); + pos.rotate (rotation); + pt->set_x ((inT16) (floor (pos.x () + 0.5))); + pt->set_y ((inT16) (floor (pos.y () + 0.5))); + pts.forward (); + } + while (!pts.at_first ()); + compute_bb(); +} + +/** + * @name POLY_BLOCK::reflect_in_y_axis + * + * Reflect the coords of the polygon in the y-axis. (Flip the sign of x.) + */ + +void POLY_BLOCK::reflect_in_y_axis() { + ICOORDELT *pt; // current point + ICOORDELT_IT pts = &vertices; // Iterator. + + do { + pt = pts.data(); + pt->set_x(-pt->x()); + pts.forward(); + } + while (!pts.at_first()); + compute_bb(); +} + + +/** + * POLY_BLOCK::move + * + * Move the POLY_BLOCK. + * @param shift x,y translation vector + */ + +void POLY_BLOCK::move(ICOORD shift) { + ICOORDELT *pt; //current point + ICOORDELT_IT pts = &vertices; //iterator + + do { + pt = pts.data (); + *pt += shift; + pts.forward (); + } + while (!pts.at_first ()); + compute_bb(); +} + + +#ifndef GRAPHICS_DISABLED +void POLY_BLOCK::plot(ScrollView* window, inT32 num) { + ICOORDELT_IT v = &vertices; + + window->Pen(ColorForPolyBlockType(type)); + + v.move_to_first (); + + if (num > 0) { + window->TextAttributes("Times", 80, false, false, false); + char temp_buff[34]; + #if defined(__UNIX__) || defined(MINGW) + sprintf(temp_buff, INT32FORMAT, num); + #else + ltoa (num, temp_buff, 10); + #endif + window->Text(v.data ()->x (), v.data ()->y (), temp_buff); + } + + window->SetCursor(v.data ()->x (), v.data ()->y ()); + for (v.mark_cycle_pt (); !v.cycled_list (); v.forward ()) { + window->DrawTo(v.data ()->x (), v.data ()->y ()); + } + v.move_to_first (); + window->DrawTo(v.data ()->x (), v.data ()->y ()); +} + + +void POLY_BLOCK::fill(ScrollView* window, ScrollView::Color colour) { + inT16 y; + inT16 width; + PB_LINE_IT *lines; + ICOORDELT_LIST *segments; + ICOORDELT_IT s_it; + + lines = new PB_LINE_IT (this); + window->Pen(colour); + + for (y = this->bounding_box ()->bottom (); + y <= this->bounding_box ()->top (); y++) { + segments = lines->get_line (y); + if (!segments->empty ()) { + s_it.set_to_list (segments); + for (s_it.mark_cycle_pt (); !s_it.cycled_list (); s_it.forward ()) { + // Note different use of ICOORDELT, x coord is x coord of pixel + // at the start of line segment, y coord is length of line segment + // Last pixel is start pixel + length. + width = s_it.data ()->y (); + window->SetCursor(s_it.data ()->x (), y); + window->DrawTo(s_it.data ()->x () + (float) width, y); + } + } + } + + delete lines; +} +#endif + + +/// @return true if the polygons of other and this overlap. +bool POLY_BLOCK::overlap(POLY_BLOCK *other) { + inT16 count; // winding count + ICOORDELT_IT it = &vertices; // iterator + ICOORD vertex; + + if (!box.overlap(*(other->bounding_box()))) + return false; // can't be any overlap. + + /* see if a vertex of this is inside other */ + + do { + vertex = *it.data (); + // get winding number + count = other->winding_number (vertex); + if (count != INTERSECTING) + if (count != 0) + return true; + it.forward (); + } + while (!it.at_first ()); + + /* see if a vertex of other is inside this */ + + // switch lists + it.set_to_list (other->points ()); + do { + vertex = *it.data(); + // try other way round + count = winding_number (vertex); + if (count != INTERSECTING) + if (count != 0) + return true; + it.forward (); + } + while (!it.at_first ()); + return false; +} + + +ICOORDELT_LIST *PB_LINE_IT::get_line(inT16 y) { + ICOORDELT_IT v, r; + ICOORDELT_LIST *result; + ICOORDELT *x, *current, *previous; + float fy, fx; + + fy = (float) (y + 0.5); + result = new ICOORDELT_LIST (); + r.set_to_list (result); + v.set_to_list (block->points ()); + + for (v.mark_cycle_pt (); !v.cycled_list (); v.forward ()) { + if (((v.data_relative (-1)->y () > y) && (v.data ()->y () <= y)) + || ((v.data_relative (-1)->y () <= y) && (v.data ()->y () > y))) { + previous = v.data_relative (-1); + current = v.data (); + fx = (float) (0.5 + previous->x () + + (current->x () - previous->x ()) * (fy - + previous->y ()) / + (current->y () - previous->y ())); + x = new ICOORDELT ((inT16) fx, 0); + r.add_to_end (x); + } + } + + if (!r.empty ()) { + r.sort (lessthan); + for (r.mark_cycle_pt (); !r.cycled_list (); r.forward ()) + x = r.data (); + for (r.mark_cycle_pt (); !r.cycled_list (); r.forward ()) { + r.data ()->set_y (r.data_relative (1)->x () - r.data ()->x ()); + r.forward (); + delete (r.extract ()); + } + } + + return result; +} + + +int lessthan(const void *first, const void *second) { + ICOORDELT *p1 = (*(ICOORDELT **) first); + ICOORDELT *p2 = (*(ICOORDELT **) second); + + if (p1->x () < p2->x ()) + return (-1); + else if (p1->x () > p2->x ()) + return (1); + else + return (0); +} + +#ifndef GRAPHICS_DISABLED +/// Returns a color to draw the given type. +ScrollView::Color POLY_BLOCK::ColorForPolyBlockType(PolyBlockType type) { + // Keep kPBColors in sync with PolyBlockType. + const ScrollView::Color kPBColors[PT_COUNT] = { + ScrollView::WHITE, // Type is not yet known. Keep as the 1st element. + ScrollView::BLUE, // Text that lives inside a column. + ScrollView::CYAN, // Text that spans more than one column. + ScrollView::MEDIUM_BLUE, // Text that is in a cross-column pull-out region. + ScrollView::AQUAMARINE, // Partition belonging to an equation region. + ScrollView::SKY_BLUE, // Partition belonging to an inline equation region. + ScrollView::MAGENTA, // Partition belonging to a table region. + ScrollView::GREEN, // Text-line runs vertically. + ScrollView::LIGHT_BLUE, // Text that belongs to an image. + ScrollView::RED, // Image that lives inside a column. + ScrollView::YELLOW, // Image that spans more than one column. + ScrollView::ORANGE, // Image in a cross-column pull-out region. + ScrollView::BROWN, // Horizontal Line. + ScrollView::DARK_GREEN, // Vertical Line. + ScrollView::GREY // Lies outside of any column. + }; + if (type >= 0 && type < PT_COUNT) { + return kPBColors[type]; + } + return ScrollView::WHITE; +} +#endif // GRAPHICS_DISABLED diff --git a/3rdparty/hgOCR/include/ccstruct/polyblk.h b/3rdparty/hgOCR/include/ccstruct/polyblk.h new file mode 100644 index 00000000..edfaac78 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/polyblk.h @@ -0,0 +1,113 @@ +/********************************************************************** + * File: polyblk.h (Formerly poly_block.h) + * Description: Polygonal blocks + * Author: Sheelagh Lloyd? + * Created: + * + * (C) Copyright 1993, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ +#ifndef POLYBLK_H +#define POLYBLK_H + +#include "publictypes.h" +#include "elst.h" +#include "points.h" +#include "rect.h" +#include "scrollview.h" + +class DLLSYM POLY_BLOCK { + public: + POLY_BLOCK() { + } + // Initialize from box coordinates. + POLY_BLOCK(const TBOX& box, PolyBlockType type); + POLY_BLOCK(ICOORDELT_LIST *points, PolyBlockType type); + ~POLY_BLOCK () { + } + + TBOX *bounding_box() { // access function + return &box; + } + + ICOORDELT_LIST *points() { // access function + return &vertices; + } + + void compute_bb(); + + PolyBlockType isA() const { + return type; + } + + bool IsText() const { + return PTIsTextType(type); + } + + // Rotate about the origin by the given rotation. (Analogous to + // multiplying by a complex number. + void rotate(FCOORD rotation); + // Reflect the coords of the polygon in the y-axis. (Flip the sign of x.) + void reflect_in_y_axis(); + // Move by adding shift to all coordinates. + void move(ICOORD shift); + + void plot(ScrollView* window, inT32 num); + + #ifndef GRAPHICS_DISABLED + void fill(ScrollView* window, ScrollView::Color colour); + #endif // GRAPHICS_DISABLED + + // Returns true if other is inside this. + bool contains(POLY_BLOCK *other); + + // Returns true if the polygons of other and this overlap. + bool overlap(POLY_BLOCK *other); + + // Returns the winding number of this around the test_pt. + // Positive for anticlockwise, negative for clockwise, and zero for + // test_pt outside this. + inT16 winding_number(const ICOORD &test_pt); + + #ifndef GRAPHICS_DISABLED + // Static utility functions to handle the PolyBlockType. + // Returns a color to draw the given type. + static ScrollView::Color ColorForPolyBlockType(PolyBlockType type); + #endif // GRAPHICS_DISABLED + + private: + ICOORDELT_LIST vertices; // vertices + TBOX box; // bounding box + PolyBlockType type; // Type of this region. +}; + +// Class to iterate the scanlines of a polygon. +class DLLSYM PB_LINE_IT { + public: + PB_LINE_IT(POLY_BLOCK *blkptr) { + block = blkptr; + } + + void set_to_block(POLY_BLOCK * blkptr) { + block = blkptr; + } + + // Returns a list of runs of pixels for the given y coord. + // Each element of the returned list is the start (x) and extent(y) of + // a run inside the region. + // Delete the returned list after use. + ICOORDELT_LIST *get_line(inT16 y); + + private: + POLY_BLOCK * block; +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/publictypes.cpp b/3rdparty/hgOCR/include/ccstruct/publictypes.cpp new file mode 100644 index 00000000..47a18009 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/publictypes.cpp @@ -0,0 +1,40 @@ +/////////////////////////////////////////////////////////////////////// +// File: publictypes.cpp +// Description: Types used in both the API and internally +// Author: Ray Smith +// Created: Wed Mar 03 11:17:09 PST 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "publictypes.h" + +/** String name for each block type. Keep in sync with PolyBlockType. */ +const char* kPolyBlockNames[] = { + "Unknown", + "Flowing Text", + "Heading Text", + "Pullout Text", + "Equation", + "Inline Equation", + "Table", + "Vertical Text", + "Caption Text", + "Flowing Image", + "Heading Image", + "Pullout Image", + "Horizontal Line", + "Vertical Line", + "Noise", + "" // End marker for testing that sizes match. +}; diff --git a/3rdparty/hgOCR/include/ccstruct/publictypes.h b/3rdparty/hgOCR/include/ccstruct/publictypes.h new file mode 100644 index 00000000..3835a26a --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/publictypes.h @@ -0,0 +1,271 @@ +/////////////////////////////////////////////////////////////////////// +// File: publictypes.h +// Description: Types used in both the API and internally +// Author: Ray Smith +// Created: Wed Mar 03 09:22:53 PST 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCSTRUCT_PUBLICTYPES_H__ +#define TESSERACT_CCSTRUCT_PUBLICTYPES_H__ + +// This file contains types that are used both by the API and internally +// to Tesseract. In order to decouple the API from Tesseract and prevent cyclic +// dependencies, THIS FILE SHOULD NOT DEPEND ON ANY OTHER PART OF TESSERACT. +// Restated: It is OK for low-level Tesseract files to include publictypes.h, +// but not for the low-level tesseract code to include top-level API code. +// This file should not use other Tesseract types, as that would drag +// their includes into the API-level. +// API-level code should include apitypes.h in preference to this file. + +/** Number of printers' points in an inch. The unit of the pointsize return. */ +const int kPointsPerInch = 72; + +/** + * Possible types for a POLY_BLOCK or ColPartition. + * Must be kept in sync with kPBColors in polyblk.cpp and PTIs*Type functions + * below, as well as kPolyBlockNames in publictypes.cpp. + * Used extensively by ColPartition, and POLY_BLOCK. +*/ +enum PolyBlockType { + PT_UNKNOWN, // Type is not yet known. Keep as the first element. + PT_FLOWING_TEXT, // Text that lives inside a column. + PT_HEADING_TEXT, // Text that spans more than one column. + PT_PULLOUT_TEXT, // Text that is in a cross-column pull-out region. + PT_EQUATION, // Partition belonging to an equation region. + PT_INLINE_EQUATION, // Partition has inline equation. + PT_TABLE, // Partition belonging to a table region. + PT_VERTICAL_TEXT, // Text-line runs vertically. + PT_CAPTION_TEXT, // Text that belongs to an image. + PT_FLOWING_IMAGE, // Image that lives inside a column. + PT_HEADING_IMAGE, // Image that spans more than one column. + PT_PULLOUT_IMAGE, // Image that is in a cross-column pull-out region. + PT_HORZ_LINE, // Horizontal Line. + PT_VERT_LINE, // Vertical Line. + PT_NOISE, // Lies outside of any column. + PT_COUNT +}; + +/** Returns true if PolyBlockType is of horizontal line type */ +inline bool PTIsLineType(PolyBlockType type) { + return type == PT_HORZ_LINE || type == PT_VERT_LINE; +} +/** Returns true if PolyBlockType is of image type */ +inline bool PTIsImageType(PolyBlockType type) { + return type == PT_FLOWING_IMAGE || type == PT_HEADING_IMAGE || + type == PT_PULLOUT_IMAGE; +} +/** Returns true if PolyBlockType is of text type */ +inline bool PTIsTextType(PolyBlockType type) { + return type == PT_FLOWING_TEXT || type == PT_HEADING_TEXT || + type == PT_PULLOUT_TEXT || type == PT_TABLE || + type == PT_VERTICAL_TEXT || type == PT_CAPTION_TEXT || + type == PT_INLINE_EQUATION; +} +// Returns true if PolyBlockType is of pullout(inter-column) type +inline bool PTIsPulloutType(PolyBlockType type) { + return type == PT_PULLOUT_IMAGE || type == PT_PULLOUT_TEXT; +} + +/** String name for each block type. Keep in sync with PolyBlockType. */ +extern const char* kPolyBlockNames[]; + +namespace tesseract { + /** + * +------------------+ Orientation Example: + * | 1 Aaaa Aaaa Aaaa | ==================== + * | Aaa aa aaa aa | To left is a diagram of some (1) English and + * | aaaaaa A aa aaa. | (2) Chinese text and a (3) photo credit. + * | 2 | + * | ####### c c C | Upright Latin characters are represented as A and a. + * | ####### c c c | '<' represents a latin character rotated + * | < ####### c c c | anti-clockwise 90 degrees. + * | < ####### c c | + * | < ####### . c | Upright Chinese characters are represented C and c. + * | 3 ####### c | + * +------------------+ NOTA BENE: enum values here should match goodoc.proto + + * If you orient your head so that "up" aligns with Orientation, + * then the characters will appear "right side up" and readable. + * + * In the example above, both the English and Chinese paragraphs are oriented + * so their "up" is the top of the page (page up). The photo credit is read + * with one's head turned leftward ("up" is to page left). + * + * The values of this enum match the convention of Tesseract's osdetect.h + */ + enum Orientation { + ORIENTATION_PAGE_UP = 0, + ORIENTATION_PAGE_RIGHT = 1, + ORIENTATION_PAGE_DOWN = 2, + ORIENTATION_PAGE_LEFT = 3, + }; + + /** + * The grapheme clusters within a line of text are laid out logically + * in this direction, judged when looking at the text line rotated so that + * its Orientation is "page up". + * + * For English text, the writing direction is left-to-right. For the + * Chinese text in the above example, the writing direction is top-to-bottom. + */ + enum WritingDirection { + WRITING_DIRECTION_LEFT_TO_RIGHT = 0, + WRITING_DIRECTION_RIGHT_TO_LEFT = 1, + WRITING_DIRECTION_TOP_TO_BOTTOM = 2, + }; + + /** + * The text lines are read in the given sequence. + * + * In English, the order is top-to-bottom. + * In Chinese, vertical text lines are read right-to-left. Mongolian is + * written in vertical columns top to bottom like Chinese, but the lines + * order left-to right. + * + * Note that only some combinations make sense. For example, + * WRITING_DIRECTION_LEFT_TO_RIGHT implies TEXTLINE_ORDER_TOP_TO_BOTTOM + */ + enum TextlineOrder { + TEXTLINE_ORDER_LEFT_TO_RIGHT = 0, + TEXTLINE_ORDER_RIGHT_TO_LEFT = 1, + TEXTLINE_ORDER_TOP_TO_BOTTOM = 2, + }; + + /** + * Possible modes for page layout analysis. These *must* be kept in order + * of decreasing amount of layout analysis to be done, except for OSD_ONLY, + * so that the inequality test macros below work. + */ + enum PageSegMode { + PSM_OSD_ONLY, ///< Orientation and script detection only. + PSM_AUTO_OSD, ///< Automatic page segmentation with orientation and + ///< script detection. (OSD) + PSM_AUTO_ONLY, ///< Automatic page segmentation, but no OSD, or OCR. + PSM_AUTO, ///< Fully automatic page segmentation, but no OSD. + PSM_SINGLE_COLUMN, ///< Assume a single column of text of variable sizes. + PSM_SINGLE_BLOCK_VERT_TEXT, ///< Assume a single uniform block of vertically + ///< aligned text. + PSM_SINGLE_BLOCK, ///< Assume a single uniform block of text. (Default.) + PSM_SINGLE_LINE, ///< Treat the image as a single text line. + PSM_SINGLE_WORD, ///< Treat the image as a single word. + PSM_CIRCLE_WORD, ///< Treat the image as a single word in a circle. + PSM_SINGLE_CHAR, ///< Treat the image as a single character. + PSM_SPARSE_TEXT, ///< Find as much text as possible in no particular order. + PSM_SPARSE_TEXT_OSD, ///< Sparse text with orientation and script det. + PSM_RAW_LINE, ///< Treat the image as a single text line, bypassing + ///< hacks that are Tesseract-specific. + + PSM_COUNT ///< Number of enum entries. + }; + + /** + * Inline functions that act on a PageSegMode to determine whether components of + * layout analysis are enabled. + * *Depend critically on the order of elements of PageSegMode.* + * NOTE that arg is an int for compatibility with INT_PARAM. + */ + inline bool PSM_OSD_ENABLED(int pageseg_mode) { + return pageseg_mode <= PSM_AUTO_OSD || pageseg_mode == PSM_SPARSE_TEXT_OSD; + } + inline bool PSM_ORIENTATION_ENABLED(int pageseg_mode) { + return pageseg_mode <= PSM_AUTO || pageseg_mode == PSM_SPARSE_TEXT_OSD; + } + inline bool PSM_COL_FIND_ENABLED(int pageseg_mode) { + return pageseg_mode >= PSM_AUTO_OSD && pageseg_mode <= PSM_AUTO; + } + inline bool PSM_SPARSE(int pageseg_mode) { + return pageseg_mode == PSM_SPARSE_TEXT || pageseg_mode == PSM_SPARSE_TEXT_OSD; + } + inline bool PSM_BLOCK_FIND_ENABLED(int pageseg_mode) { + return pageseg_mode >= PSM_AUTO_OSD && pageseg_mode <= PSM_SINGLE_COLUMN; + } + inline bool PSM_LINE_FIND_ENABLED(int pageseg_mode) { + return pageseg_mode >= PSM_AUTO_OSD && pageseg_mode <= PSM_SINGLE_BLOCK; + } + inline bool PSM_WORD_FIND_ENABLED(int pageseg_mode) { + return (pageseg_mode >= PSM_AUTO_OSD && pageseg_mode <= PSM_SINGLE_LINE) || + pageseg_mode == PSM_SPARSE_TEXT || pageseg_mode == PSM_SPARSE_TEXT_OSD; + } + + /** + * enum of the elements of the page hierarchy, used in ResultIterator + * to provide functions that operate on each level without having to + * have 5x as many functions. + */ + enum PageIteratorLevel { + RIL_BLOCK, // Block of text/image/separator line. + RIL_PARA, // Paragraph within a block. + RIL_TEXTLINE, // Line within a paragraph. + RIL_WORD, // Word within a textline. + RIL_SYMBOL // Symbol/character within a word. + }; + + /** + * JUSTIFICATION_UNKNOWN + * The alignment is not clearly one of the other options. This could happen + * for example if there are only one or two lines of text or the text looks + * like source code or poetry. + * + * NOTA BENE: Fully justified paragraphs (text aligned to both left and right + * margins) are marked by Tesseract with JUSTIFICATION_LEFT if their text + * is written with a left-to-right script and with JUSTIFICATION_RIGHT if + * their text is written in a right-to-left script. + * + * Interpretation for text read in vertical lines: + * "Left" is wherever the starting reading position is. + * + * JUSTIFICATION_LEFT + * Each line, except possibly the first, is flush to the same left tab stop. + * + * JUSTIFICATION_CENTER + * The text lines of the paragraph are centered about a line going + * down through their middle of the text lines. + * + * JUSTIFICATION_RIGHT + * Each line, except possibly the first, is flush to the same right tab stop. + */ + enum ParagraphJustification { + JUSTIFICATION_UNKNOWN, + JUSTIFICATION_LEFT, + JUSTIFICATION_CENTER, + JUSTIFICATION_RIGHT, + }; + + /** + * When Tesseract/Cube is initialized we can choose to instantiate/load/run + * only the Tesseract part, only the Cube part or both along with the combiner. + * The preference of which engine to use is stored in tessedit_ocr_engine_mode. + * + * ATTENTION: When modifying this enum, please make sure to make the + * appropriate changes to all the enums mirroring it (e.g. OCREngine in + * cityblock/workflow/detection/detection_storage.proto). Such enums will + * mention the connection to OcrEngineMode in the comments. + */ + enum OcrEngineMode { + OEM_TESSERACT_ONLY, // Run Tesseract only - fastest + OEM_CUBE_ONLY, // Run Cube only - better accuracy, but slower + OEM_TESSERACT_CUBE_COMBINED, // Run both and combine results - best accuracy + OEM_DEFAULT // Specify this mode when calling init_*(), + // to indicate that any of the above modes + // should be automatically inferred from the + // variables in the language-specific config, + // command-line configs, or if not specified + // in any of the above should be set to the + // default OEM_TESSERACT_ONLY. + }; + +} // namespace tesseract. + +#endif // TESSERACT_CCSTRUCT_PUBLICTYPES_H__ diff --git a/3rdparty/hgOCR/include/ccstruct/quadlsq.cpp b/3rdparty/hgOCR/include/ccstruct/quadlsq.cpp new file mode 100644 index 00000000..e0f3169e --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/quadlsq.cpp @@ -0,0 +1,143 @@ +/********************************************************************** + * File: quadlsq.cpp (Formerly qlsq.c) + * Description: Code for least squares approximation of quadratics. + * Author: Ray Smith + * Created: Wed Oct 6 15:14:23 BST 1993 + * + * (C) Copyright 1993, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include +#include "quadlsq.h" +#include "tprintf.h" + +// Minimum variance in least squares before backing off to a lower degree. +const double kMinVariance = 1.0 / 1024; + +/********************************************************************** + * QLSQ::clear + * + * Function to initialize a QLSQ. + **********************************************************************/ + +void QLSQ::clear() { // initialize + a = 0.0; + b = 0.0; + c = 0.0; + n = 0; // No elements. + sigx = 0.0; // Zero accumulators. + sigy = 0.0; + sigxx = 0.0; + sigxy = 0.0; + sigyy = 0.0; + sigxxx = 0.0; + sigxxy = 0.0; + sigxxxx = 0.0; +} + + +/********************************************************************** + * QLSQ::add + * + * Add an element to the accumulator. + **********************************************************************/ + +void QLSQ::add(double x, double y) { + n++; // Count elements. + sigx += x; // Update accumulators. + sigy += y; + sigxx += x * x; + sigxy += x * y; + sigyy += y * y; + sigxxx += static_cast(x) * x * x; + sigxxy += static_cast(x) * x * y; + sigxxxx += static_cast(x) * x * x * x; +} + + +/********************************************************************** + * QLSQ::remove + * + * Delete an element from the accumulator. + **********************************************************************/ + +void QLSQ::remove(double x, double y) { + if (n <= 0) { + tprintf("Can't remove an element from an empty QLSQ accumulator!\n"); + return; + } + n--; // Count elements. + sigx -= x; // Update accumulators. + sigy -= y; + sigxx -= x * x; + sigxy -= x * y; + sigyy -= y * y; + sigxxx -= static_cast(x) * x * x; + sigxxy -= static_cast(x) * x * y; + sigxxxx -= static_cast(x) * x * x * x; +} + + +/********************************************************************** + * QLSQ::fit + * + * Fit the given degree of polynomial and store the result. + * This creates a quadratic of the form axx + bx + c, but limited to + * the given degree. + **********************************************************************/ + +void QLSQ::fit(int degree) { + long double x_variance = static_cast(sigxx) * n - + static_cast(sigx) * sigx; + + // Note: for computational efficiency, we do not normalize the variance, + // covariance and cube variance here as they are in the same order in both + // nominators and denominators. However, we need be careful in value range + // check. + if (x_variance < kMinVariance * n * n || degree < 1 || n < 2) { + // We cannot calculate b reliably so forget a and b, and just work on c. + a = b = 0.0; + if (n >= 1 && degree >= 0) { + c = sigy / n; + } else { + c = 0.0; + } + return; + } + long double top96 = 0.0; // Accurate top. + long double bottom96 = 0.0; // Accurate bottom. + long double cubevar = sigxxx * n - static_cast(sigxx) * sigx; + long double covariance = static_cast(sigxy) * n - + static_cast(sigx) * sigy; + + if (n >= 4 && degree >= 2) { + top96 = cubevar * covariance; + top96 += x_variance * (static_cast(sigxx) * sigy - sigxxy * n); + + bottom96 = cubevar * cubevar; + bottom96 -= x_variance * + (sigxxxx * n - static_cast(sigxx) * sigxx); + } + if (bottom96 >= kMinVariance * n * n * n * n) { + // Denominators looking good + a = top96 / bottom96; + top96 = covariance - cubevar * a; + b = top96 / x_variance; + } else { + // Forget a, and concentrate on b. + a = 0.0; + b = covariance / x_variance; + } + c = (sigy - a * sigxx - b * sigx) / n; +} diff --git a/3rdparty/hgOCR/include/ccstruct/quadlsq.h b/3rdparty/hgOCR/include/ccstruct/quadlsq.h new file mode 100644 index 00000000..337fd615 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/quadlsq.h @@ -0,0 +1,67 @@ +/********************************************************************** + * File: quadlsq.h (Formerly qlsq.h) + * Description: Code for least squares approximation of quadratics. + * Author: Ray Smith + * Created: Wed Oct 6 15:14:23 BST 1993 + * + * (C) Copyright 1993, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef QUADLSQ_H +#define QUADLSQ_H + +#include "points.h" + +class QLSQ +{ + public: + QLSQ() { //constructor + clear(); //set to zeros + } + void clear(); //initialize + + void add( //add element + double x, //coords to add + double y); + void remove( //delete element + double x, //coords to delete + double y); + inT32 count() { //no of elements + return n; + } + + void fit( //fit the given + int degree); //return actual + double get_a() { //get x squard + return a; + } + double get_b() { //get x squard + return b; + } + double get_c() { //get x squard + return c; + } + + private: + inT32 n; //no of elements + double a, b, c; //result + double sigx; //sum of x + double sigy; //sum of y + double sigxx; //sum x squared + double sigxy; //sum of xy + double sigyy; //sum y squared + long double sigxxx; //sum x cubed + long double sigxxy; //sum xsquared y + long double sigxxxx; //sum x fourth +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/quadratc.h b/3rdparty/hgOCR/include/ccstruct/quadratc.h new file mode 100644 index 00000000..88047b29 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/quadratc.h @@ -0,0 +1,63 @@ +/********************************************************************** + * File: quadratc.h (Formerly quadrtic.h) + * Description: Code for the QUAD_COEFFS class. + * Author: Ray Smith + * Created: Tue Oct 08 17:24:40 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef QUADRATC_H +#define QUADRATC_H + +#include "points.h" + +class QUAD_COEFFS +{ + public: + QUAD_COEFFS() { + } //empty constructor + QUAD_COEFFS( //constructor + double xsq, //coefficients + float x, + float constant) { + a = xsq; + b = x; + c = constant; + } + + float y( //evaluate + float x) const { //at x + return (float) ((a * x + b) * x + c); + } + + void move( // reposition word + ICOORD vec) { // by vector + /************************************************************ + y - q = a (x - p)^2 + b (x - p) + c + y - q = ax^2 - 2apx + ap^2 + bx - bp + c + y = ax^2 + (b - 2ap)x + (c - bp + ap^2 + q) + ************************************************************/ + inT16 p = vec.x (); + inT16 q = vec.y (); + + c = (float) (c - b * p + a * p * p + q); + b = (float) (b - 2 * a * p); + } + + double a; //x squared + float b; //x + float c; //constant + private: +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/quspline.cpp b/3rdparty/hgOCR/include/ccstruct/quspline.cpp new file mode 100644 index 00000000..82107e1e --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/quspline.cpp @@ -0,0 +1,425 @@ +/********************************************************************** + * File: quspline.cpp (Formerly qspline.c) + * Description: Code for the QSPLINE class. + * Author: Ray Smith + * Created: Tue Oct 08 17:16:12 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "allheaders.h" +#include "memry.h" +#include "quadlsq.h" +#include "quspline.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#define QSPLINE_PRECISION 16 //no of steps to draw + +/********************************************************************** + * QSPLINE::QSPLINE + * + * Constructor to build a QSPLINE given the components used in the old code. + **********************************************************************/ + +QSPLINE::QSPLINE( //constructor + inT32 count, //no of segments + inT32 *xstarts, //start coords + double *coeffs //coefficients + ) { + inT32 index; //segment index + + //get memory + xcoords = (inT32 *) alloc_mem ((count + 1) * sizeof (inT32)); + quadratics = (QUAD_COEFFS *) alloc_mem (count * sizeof (QUAD_COEFFS)); + segments = count; + for (index = 0; index < segments; index++) { + //copy them + xcoords[index] = xstarts[index]; + quadratics[index] = QUAD_COEFFS (coeffs[index * 3], + coeffs[index * 3 + 1], + coeffs[index * 3 + 2]); + } + //right edge + xcoords[index] = xstarts[index]; +} + + +/********************************************************************** + * QSPLINE::QSPLINE + * + * Constructor to build a QSPLINE by appproximation of points. + **********************************************************************/ + +QSPLINE::QSPLINE ( //constructor +int xstarts[], //spline boundaries +int segcount, //no of segments +int xpts[], //points to fit +int ypts[], int pointcount, //no of pts +int degree //fit required +) { + int pointindex; /*no along text line */ + int segment; /*segment no */ + inT32 *ptcounts; //no in each segment + QLSQ qlsq; /*accumulator */ + + segments = segcount; + xcoords = (inT32 *) alloc_mem ((segcount + 1) * sizeof (inT32)); + ptcounts = (inT32 *) alloc_mem ((segcount + 1) * sizeof (inT32)); + quadratics = (QUAD_COEFFS *) alloc_mem (segcount * sizeof (QUAD_COEFFS)); + memmove (xcoords, xstarts, (segcount + 1) * sizeof (inT32)); + ptcounts[0] = 0; /*none in any yet */ + for (segment = 0, pointindex = 0; pointindex < pointcount; pointindex++) { + while (segment < segcount && xpts[pointindex] >= xstarts[segment]) { + segment++; /*try next segment */ + /*cumulative counts */ + ptcounts[segment] = ptcounts[segment - 1]; + } + ptcounts[segment]++; /*no in previous partition */ + } + while (segment < segcount) { + segment++; + /*zero the rest */ + ptcounts[segment] = ptcounts[segment - 1]; + } + + for (segment = 0; segment < segcount; segment++) { + qlsq.clear (); + /*first blob */ + pointindex = ptcounts[segment]; + if (pointindex > 0 + && xpts[pointindex] != xpts[pointindex - 1] + && xpts[pointindex] != xstarts[segment]) + qlsq.add (xstarts[segment], + ypts[pointindex - 1] + + (ypts[pointindex] - ypts[pointindex - 1]) + * (xstarts[segment] - xpts[pointindex - 1]) + / (xpts[pointindex] - xpts[pointindex - 1])); + for (; pointindex < ptcounts[segment + 1]; pointindex++) { + qlsq.add (xpts[pointindex], ypts[pointindex]); + } + if (pointindex > 0 && pointindex < pointcount + && xpts[pointindex] != xstarts[segment + 1]) + qlsq.add (xstarts[segment + 1], + ypts[pointindex - 1] + + (ypts[pointindex] - ypts[pointindex - 1]) + * (xstarts[segment + 1] - xpts[pointindex - 1]) + / (xpts[pointindex] - xpts[pointindex - 1])); + qlsq.fit (degree); + quadratics[segment].a = qlsq.get_a (); + quadratics[segment].b = qlsq.get_b (); + quadratics[segment].c = qlsq.get_c (); + } + free_mem(ptcounts); +} + + +/********************************************************************** + * QSPLINE::QSPLINE + * + * Constructor to build a QSPLINE from another. + **********************************************************************/ + +QSPLINE::QSPLINE( //constructor + const QSPLINE &src) { + segments = 0; + xcoords = NULL; + quadratics = NULL; + *this = src; +} + + +/********************************************************************** + * QSPLINE::~QSPLINE + * + * Destroy a QSPLINE. + **********************************************************************/ + +QSPLINE::~QSPLINE ( //constructor +) { + if (xcoords != NULL) { + free_mem(xcoords); + xcoords = NULL; + } + if (quadratics != NULL) { + free_mem(quadratics); + quadratics = NULL; + } +} + + +/********************************************************************** + * QSPLINE::operator= + * + * Copy a QSPLINE + **********************************************************************/ + +QSPLINE & QSPLINE::operator= ( //assignment +const QSPLINE & source) { + if (xcoords != NULL) + free_mem(xcoords); + if (quadratics != NULL) + free_mem(quadratics); + + segments = source.segments; + xcoords = (inT32 *) alloc_mem ((segments + 1) * sizeof (inT32)); + quadratics = (QUAD_COEFFS *) alloc_mem (segments * sizeof (QUAD_COEFFS)); + memmove (xcoords, source.xcoords, (segments + 1) * sizeof (inT32)); + memmove (quadratics, source.quadratics, segments * sizeof (QUAD_COEFFS)); + return *this; +} + + +/********************************************************************** + * QSPLINE::step + * + * Return the total of the step functions between the given coords. + **********************************************************************/ + +double QSPLINE::step( //find step functions + double x1, //between coords + double x2) { + int index1, index2; //indices of coords + double total; /*total steps */ + + index1 = spline_index (x1); + index2 = spline_index (x2); + total = 0; + while (index1 < index2) { + total += + (double) quadratics[index1 + 1].y ((float) xcoords[index1 + 1]); + total -= (double) quadratics[index1].y ((float) xcoords[index1 + 1]); + index1++; /*next segment */ + } + return total; /*total steps */ +} + + +/********************************************************************** + * QSPLINE::y + * + * Return the y value at the given x value. + **********************************************************************/ + +double QSPLINE::y( //evaluate + double x //coord to evaluate at + ) const { + inT32 index; //segment index + + index = spline_index (x); + return quadratics[index].y (x);//in correct segment +} + + +/********************************************************************** + * QSPLINE::spline_index + * + * Return the index to the largest xcoord not greater than x. + **********************************************************************/ + +inT32 QSPLINE::spline_index( //evaluate + double x //coord to evaluate at + ) const { + inT32 index; //segment index + inT32 bottom; //bottom of range + inT32 top; //top of range + + bottom = 0; + top = segments; + while (top - bottom > 1) { + index = (top + bottom) / 2; //centre of range + if (x >= xcoords[index]) + bottom = index; //new min + else + top = index; //new max + } + return bottom; +} + + +/********************************************************************** + * QSPLINE::move + * + * Reposition spline by vector + **********************************************************************/ + +void QSPLINE::move( // reposition spline + ICOORD vec // by vector + ) { + inT32 segment; //index of segment + inT16 x_shift = vec.x (); + + for (segment = 0; segment < segments; segment++) { + xcoords[segment] += x_shift; + quadratics[segment].move (vec); + } + xcoords[segment] += x_shift; +} + + +/********************************************************************** + * QSPLINE::overlap + * + * Return TRUE if spline2 overlaps this by no more than fraction less + * than the bounds of this. + **********************************************************************/ + +BOOL8 QSPLINE::overlap( //test overlap + QSPLINE *spline2, //2 cannot be smaller + double fraction //by more than this + ) { + int leftlimit; /*common left limit */ + int rightlimit; /*common right limit */ + + leftlimit = xcoords[1]; + rightlimit = xcoords[segments - 1]; + /*or too non-overlap */ + if (spline2->segments < 3 || spline2->xcoords[1] > leftlimit + fraction * (rightlimit - leftlimit) + || spline2->xcoords[spline2->segments - 1] < rightlimit + - fraction * (rightlimit - leftlimit)) + return FALSE; + else + return TRUE; +} + + +/********************************************************************** + * extrapolate_spline + * + * Extrapolates the spline linearly using the same gradient as the + * quadratic has at either end. + **********************************************************************/ + +void QSPLINE::extrapolate( //linear extrapolation + double gradient, //gradient to use + int xmin, //new left edge + int xmax //new right edge + ) { + int segment; /*current segment of spline */ + int dest_segment; //dest index + int *xstarts; //new boundaries + QUAD_COEFFS *quads; //new ones + int increment; //in size + + increment = xmin < xcoords[0] ? 1 : 0; + if (xmax > xcoords[segments]) + increment++; + if (increment == 0) + return; + xstarts = (int *) alloc_mem ((segments + 1 + increment) * sizeof (int)); + quads = + (QUAD_COEFFS *) alloc_mem ((segments + increment) * sizeof (QUAD_COEFFS)); + if (xmin < xcoords[0]) { + xstarts[0] = xmin; + quads[0].a = 0; + quads[0].b = gradient; + quads[0].c = y (xcoords[0]) - quads[0].b * xcoords[0]; + dest_segment = 1; + } + else + dest_segment = 0; + for (segment = 0; segment < segments; segment++) { + xstarts[dest_segment] = xcoords[segment]; + quads[dest_segment] = quadratics[segment]; + dest_segment++; + } + xstarts[dest_segment] = xcoords[segment]; + if (xmax > xcoords[segments]) { + quads[dest_segment].a = 0; + quads[dest_segment].b = gradient; + quads[dest_segment].c = y (xcoords[segments]) + - quads[dest_segment].b * xcoords[segments]; + dest_segment++; + xstarts[dest_segment] = xmax + 1; + } + segments = dest_segment; + free_mem(xcoords); + free_mem(quadratics); + xcoords = (inT32 *) xstarts; + quadratics = quads; +} + + +/********************************************************************** + * QSPLINE::plot + * + * Draw the QSPLINE in the given colour. + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +void QSPLINE::plot( //draw it + ScrollView* window, //window to draw in + ScrollView::Color colour //colour to draw in + ) const { + inT32 segment; //index of segment + inT16 step; //index of poly piece + double increment; //x increment + double x; //x coord + + window->Pen(colour); + for (segment = 0; segment < segments; segment++) { + increment = + (double) (xcoords[segment + 1] - + xcoords[segment]) / QSPLINE_PRECISION; + x = xcoords[segment]; + for (step = 0; step <= QSPLINE_PRECISION; step++) { + if (segment == 0 && step == 0) + window->SetCursor(x, quadratics[segment].y (x)); + else + window->DrawTo(x, quadratics[segment].y (x)); + x += increment; + } + } +} +#endif + +void QSPLINE::plot(Pix *pix) const { + if (pix == NULL) { + return; + } + + inT32 segment; // Index of segment + inT16 step; // Index of poly piece + double increment; // x increment + double x; // x coord + double height = static_cast(pixGetHeight(pix)); + Pta* points = ptaCreate(QSPLINE_PRECISION * segments); + const int kLineWidth = 5; + + for (segment = 0; segment < segments; segment++) { + increment = static_cast((xcoords[segment + 1] - + xcoords[segment])) / QSPLINE_PRECISION; + x = xcoords[segment]; + for (step = 0; step <= QSPLINE_PRECISION; step++) { + double y = height - quadratics[segment].y(x); + ptaAddPt(points, x, y); + x += increment; + } + } + + switch (pixGetDepth(pix)) { + case 1: + pixRenderPolyline(pix, points, kLineWidth, L_SET_PIXELS, 1); + break; + case 32: + pixRenderPolylineArb(pix, points, kLineWidth, 255, 0, 0, 1); + break; + default: + pixRenderPolyline(pix, points, kLineWidth, L_CLEAR_PIXELS, 1); + break; + } + ptaDestroy(&points); +} diff --git a/3rdparty/hgOCR/include/ccstruct/quspline.h b/3rdparty/hgOCR/include/ccstruct/quspline.h new file mode 100644 index 00000000..f9e8145b --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/quspline.h @@ -0,0 +1,99 @@ +/********************************************************************** + * File: quspline.h (Formerly qspline.h) + * Description: Code for the QSPLINE class. + * Author: Ray Smith + * Created: Tue Oct 08 17:16:12 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef QUSPLINE_H +#define QUSPLINE_H + +#include "quadratc.h" +#include "serialis.h" +#include "memry.h" +#include "rect.h" + +class ROW; +struct Pix; + +class QSPLINE +{ + friend void make_first_baseline(TBOX *, + int, + int *, + int *, + QSPLINE *, + QSPLINE *, + float); + friend void make_holed_baseline(TBOX *, int, QSPLINE *, QSPLINE *, float); + friend void tweak_row_baseline(ROW *, double, double); + public: + QSPLINE() { //empty constructor + segments = 0; + xcoords = NULL; //everything empty + quadratics = NULL; + } + QSPLINE( //copy constructor + const QSPLINE &src); + QSPLINE( //constructor + inT32 count, //number of segments + inT32 *xstarts, //segment starts + double *coeffs); //coefficients + ~QSPLINE (); //destructor + QSPLINE ( //least squares fit + int xstarts[], //spline boundaries + int segcount, //no of segments + int xcoords[], //points to fit + int ycoords[], int blobcount,//no of coords + int degree); //function + + double step( //step change + double x1, //between coords + double x2); + double y( //evaluate + double x) const; //at x + + void move( // reposition spline + ICOORD vec); // by vector + BOOL8 overlap( //test overlap + QSPLINE *spline2, //2 cannot be smaller + double fraction); //by more than this + void extrapolate( //linear extrapolation + double gradient, //gradient to use + int left, //new left edge + int right); //new right edge + +#ifndef GRAPHICS_DISABLED + void plot( //draw it + ScrollView* window, //in window + ScrollView::Color colour) const; //in colour +#endif + + // Paint the baseline over pix. If pix has depth of 32, then the line will + // be painted in red. Otherwise it will be painted in black. + void plot(Pix* pix) const; + + QSPLINE & operator= ( + const QSPLINE & source); //from this + + private: + + inT32 spline_index( //binary search + double x) const; //for x + inT32 segments; //no of segments + inT32 *xcoords; //no of coords + QUAD_COEFFS *quadratics; //spline pieces +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/ratngs.cpp b/3rdparty/hgOCR/include/ccstruct/ratngs.cpp new file mode 100644 index 00000000..cbd7bf0e --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ratngs.cpp @@ -0,0 +1,837 @@ +/********************************************************************** + * File: ratngs.cpp (Formerly ratings.c) + * Description: Code to manipulate the BLOB_CHOICE and WERD_CHOICE classes. + * Author: Ray Smith + * Created: Thu Apr 23 13:23:29 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "ratngs.h" + +#include "blobs.h" +#include "callcpp.h" +#include "genericvector.h" +#include "matrix.h" +#include "normalis.h" // kBlnBaselineOffset. +#include "unicharset.h" + +using tesseract::ScriptPos; + +ELISTIZE(BLOB_CHOICE); +ELISTIZE(WERD_CHOICE); + +const float WERD_CHOICE::kBadRating = 100000.0; +// Min offset in baseline-normalized coords to make a character a subscript. +const int kMinSubscriptOffset = 20; +// Min offset in baseline-normalized coords to make a character a superscript. +const int kMinSuperscriptOffset = 20; +// Max y of bottom of a drop-cap blob. +const int kMaxDropCapBottom = -128; +// Max fraction of x-height to use as denominator in measuring x-height overlap. +const double kMaxOverlapDenominator = 0.125; +// Min fraction of x-height range that should be in agreement for matching +// x-heights. +const double kMinXHeightMatch = 0.5; +// Max tolerance on baseline position as a fraction of x-height for matching +// baselines. +const double kMaxBaselineDrift = 0.0625; + +static const char kPermuterTypeNoPerm[] = "None"; +static const char kPermuterTypePuncPerm[] = "Punctuation"; +static const char kPermuterTypeTopPerm[] = "Top Choice"; +static const char kPermuterTypeLowerPerm[] = "Top Lower Case"; +static const char kPermuterTypeUpperPerm[] = "Top Upper Case"; +static const char kPermuterTypeNgramPerm[] = "Ngram"; +static const char kPermuterTypeNumberPerm[] = "Number"; +static const char kPermuterTypeUserPatPerm[] = "User Pattern"; +static const char kPermuterTypeSysDawgPerm[] = "System Dictionary"; +static const char kPermuterTypeDocDawgPerm[] = "Document Dictionary"; +static const char kPermuterTypeUserDawgPerm[] = "User Dictionary"; +static const char kPermuterTypeFreqDawgPerm[] = "Frequent Words Dictionary"; +static const char kPermuterTypeCompoundPerm[] = "Compound"; + +static const char * const kPermuterTypeNames[] = { + kPermuterTypeNoPerm, // 0 + kPermuterTypePuncPerm, // 1 + kPermuterTypeTopPerm, // 2 + kPermuterTypeLowerPerm, // 3 + kPermuterTypeUpperPerm, // 4 + kPermuterTypeNgramPerm, // 5 + kPermuterTypeNumberPerm, // 6 + kPermuterTypeUserPatPerm, // 7 + kPermuterTypeSysDawgPerm, // 8 + kPermuterTypeDocDawgPerm, // 9 + kPermuterTypeUserDawgPerm, // 10 + kPermuterTypeFreqDawgPerm, // 11 + kPermuterTypeCompoundPerm // 12 +}; + +/** + * BLOB_CHOICE::BLOB_CHOICE + * + * Constructor to build a BLOB_CHOICE from a char, rating and certainty. + */ +BLOB_CHOICE::BLOB_CHOICE(UNICHAR_ID src_unichar_id, // character id + float src_rating, // rating + float src_cert, // certainty + int src_script_id, // script + float min_xheight, // min xheight allowed + float max_xheight, // max xheight by this char + float yshift, // yshift out of position + BlobChoiceClassifier c) { // adapted match or other + unichar_id_ = src_unichar_id; + rating_ = src_rating; + certainty_ = src_cert; + fontinfo_id_ = -1; + fontinfo_id2_ = -1; + script_id_ = src_script_id; + min_xheight_ = min_xheight; + max_xheight_ = max_xheight; + yshift_ = yshift; + classifier_ = c; +} + +/** + * BLOB_CHOICE::BLOB_CHOICE + * + * Constructor to build a BLOB_CHOICE from another BLOB_CHOICE. + */ +BLOB_CHOICE::BLOB_CHOICE(const BLOB_CHOICE &other) : ELIST_LINK(other) { + unichar_id_ = other.unichar_id(); + rating_ = other.rating(); + certainty_ = other.certainty(); + fontinfo_id_ = other.fontinfo_id(); + fontinfo_id2_ = other.fontinfo_id2(); + script_id_ = other.script_id(); + matrix_cell_ = other.matrix_cell_; + min_xheight_ = other.min_xheight_; + max_xheight_ = other.max_xheight_; + yshift_ = other.yshift(); + classifier_ = other.classifier_; + fonts_ = other.fonts_; +} + +// Returns true if *this and other agree on the baseline and x-height +// to within some tolerance based on a given estimate of the x-height. +bool BLOB_CHOICE::PosAndSizeAgree(const BLOB_CHOICE& other, float x_height, + bool debug) const { + double baseline_diff = fabs(yshift() - other.yshift()); + if (baseline_diff > kMaxBaselineDrift * x_height) { + if (debug) { + tprintf("Baseline diff %g for %d v %d\n", + baseline_diff, unichar_id_, other.unichar_id_); + } + return false; + } + double this_range = max_xheight() - min_xheight(); + double other_range = other.max_xheight() - other.min_xheight(); + double denominator = ClipToRange(MIN(this_range, other_range), + 1.0, kMaxOverlapDenominator * x_height); + double overlap = MIN(max_xheight(), other.max_xheight()) - + MAX(min_xheight(), other.min_xheight()); + overlap /= denominator; + if (debug) { + tprintf("PosAndSize for %d v %d: bl diff = %g, ranges %g, %g / %g ->%g\n", + unichar_id_, other.unichar_id_, baseline_diff, + this_range, other_range, denominator, overlap); + } + + return overlap >= kMinXHeightMatch; +} + +// Helper to find the BLOB_CHOICE in the bc_list that matches the given +// unichar_id, or NULL if there is no match. +BLOB_CHOICE* FindMatchingChoice(UNICHAR_ID char_id, + BLOB_CHOICE_LIST* bc_list) { + // Find the corresponding best BLOB_CHOICE. + BLOB_CHOICE_IT choice_it(bc_list); + for (choice_it.mark_cycle_pt(); !choice_it.cycled_list(); + choice_it.forward()) { + BLOB_CHOICE* choice = choice_it.data(); + if (choice->unichar_id() == char_id) { + return choice; + } + } + return NULL; +} + +const char *WERD_CHOICE::permuter_name(uinT8 permuter) { + return kPermuterTypeNames[permuter]; +} + +namespace tesseract { + +const char *ScriptPosToString(enum ScriptPos script_pos) { + switch (script_pos) { + case SP_NORMAL: return "NORM"; + case SP_SUBSCRIPT: return "SUB"; + case SP_SUPERSCRIPT: return "SUPER"; + case SP_DROPCAP: return "DROPC"; + } + return "SP_UNKNOWN"; +} + +} // namespace tesseract. + +/** + * WERD_CHOICE::WERD_CHOICE + * + * Constructor to build a WERD_CHOICE from the given string. + * The function assumes that src_string is not NULL. + */ +WERD_CHOICE::WERD_CHOICE(const char *src_string, + const UNICHARSET &unicharset) + : unicharset_(&unicharset){ + GenericVector encoding; + GenericVector lengths; + if (unicharset.encode_string(src_string, true, &encoding, &lengths, NULL)) { + lengths.push_back('\0'); + STRING src_lengths = &lengths[0]; + this->init(src_string, src_lengths.string(), 0.0, 0.0, NO_PERM); + } else { // There must have been an invalid unichar in the string. + this->init(8); + this->make_bad(); + } +} + +/** + * WERD_CHOICE::init + * + * Helper function to build a WERD_CHOICE from the given string, + * fragment lengths, rating, certainty and permuter. + * + * The function assumes that src_string is not NULL. + * src_lengths argument could be NULL, in which case the unichars + * in src_string are assumed to all be of length 1. + */ +void WERD_CHOICE::init(const char *src_string, + const char *src_lengths, + float src_rating, + float src_certainty, + uinT8 src_permuter) { + int src_string_len = strlen(src_string); + if (src_string_len == 0) { + this->init(8); + } else { + this->init(src_lengths ? strlen(src_lengths): src_string_len); + length_ = reserved_; + int offset = 0; + for (int i = 0; i < length_; ++i) { + int unichar_length = src_lengths ? src_lengths[i] : 1; + unichar_ids_[i] = + unicharset_->unichar_to_id(src_string+offset, unichar_length); + state_[i] = 1; + certainties_[i] = src_certainty; + offset += unichar_length; + } + } + adjust_factor_ = 1.0f; + rating_ = src_rating; + certainty_ = src_certainty; + permuter_ = src_permuter; + dangerous_ambig_found_ = false; +} + +/** + * WERD_CHOICE::~WERD_CHOICE + */ +WERD_CHOICE::~WERD_CHOICE() { + delete[] unichar_ids_; + delete[] script_pos_; + delete[] state_; + delete[] certainties_; +} + +const char *WERD_CHOICE::permuter_name() const { + return kPermuterTypeNames[permuter_]; +} + +// Returns the BLOB_CHOICE_LIST corresponding to the given index in the word, +// taken from the appropriate cell in the ratings MATRIX. +// Borrowed pointer, so do not delete. +BLOB_CHOICE_LIST* WERD_CHOICE::blob_choices(int index, MATRIX* ratings) const { + MATRIX_COORD coord = MatrixCoord(index); + BLOB_CHOICE_LIST* result = ratings->get(coord.col, coord.row); + if (result == NULL) { + result = new BLOB_CHOICE_LIST; + ratings->put(coord.col, coord.row, result); + } + return result; +} + +// Returns the MATRIX_COORD corresponding to the location in the ratings +// MATRIX for the given index into the word. +MATRIX_COORD WERD_CHOICE::MatrixCoord(int index) const { + int col = 0; + for (int i = 0; i < index; ++i) + col += state_[i]; + int row = col + state_[index] - 1; + return MATRIX_COORD(col, row); +} + +// Sets the entries for the given index from the BLOB_CHOICE, assuming +// unit fragment lengths, but setting the state for this index to blob_count. +void WERD_CHOICE::set_blob_choice(int index, int blob_count, + const BLOB_CHOICE* blob_choice) { + unichar_ids_[index] = blob_choice->unichar_id(); + script_pos_[index] = tesseract::SP_NORMAL; + state_[index] = blob_count; + certainties_[index] = blob_choice->certainty(); +} + + +/** + * contains_unichar_id + * + * Returns true if unichar_ids_ contain the given unichar_id, false otherwise. + */ +bool WERD_CHOICE::contains_unichar_id(UNICHAR_ID unichar_id) const { + for (int i = 0; i < length_; ++i) { + if (unichar_ids_[i] == unichar_id) { + return true; + } + } + return false; +} + +/** + * remove_unichar_ids + * + * Removes num unichar ids starting from index start from unichar_ids_ + * and updates length_ and fragment_lengths_ to reflect this change. + * Note: this function does not modify rating_ and certainty_. + */ +void WERD_CHOICE::remove_unichar_ids(int start, int num) { + ASSERT_HOST(start >= 0 && start + num <= length_); + // Accumulate the states to account for the merged blobs. + for (int i = 0; i < num; ++i) { + if (start > 0) + state_[start - 1] += state_[start + i]; + else if (start + num < length_) + state_[start + num] += state_[start + i]; + } + for (int i = start; i + num < length_; ++i) { + unichar_ids_[i] = unichar_ids_[i + num]; + script_pos_[i] = script_pos_[i + num]; + state_[i] = state_[i + num]; + certainties_[i] = certainties_[i + num]; + } + length_ -= num; +} + +/** + * reverse_and_mirror_unichar_ids + * + * Reverses and mirrors unichars in unichar_ids. + */ +void WERD_CHOICE::reverse_and_mirror_unichar_ids() { + for (int i = 0; i < length_ / 2; ++i) { + UNICHAR_ID tmp_id = unichar_ids_[i]; + unichar_ids_[i] = unicharset_->get_mirror(unichar_ids_[length_-1-i]); + unichar_ids_[length_-1-i] = unicharset_->get_mirror(tmp_id); + } + if (length_ % 2 != 0) { + unichar_ids_[length_/2] = unicharset_->get_mirror(unichar_ids_[length_/2]); + } +} + +/** + * punct_stripped + * + * Returns the half-open interval of unichar_id indices [start, end) which + * enclose the core portion of this word -- the part after stripping + * punctuation from the left and right. + */ +void WERD_CHOICE::punct_stripped(int *start, int *end) const { + *start = 0; + *end = length() - 1; + while (*start < length() && + unicharset()->get_ispunctuation(unichar_id(*start))) { + (*start)++; + } + while (*end > -1 && + unicharset()->get_ispunctuation(unichar_id(*end))) { + (*end)--; + } + (*end)++; +} + +void WERD_CHOICE::GetNonSuperscriptSpan(int *pstart, int *pend) const { + int end = length(); + while (end > 0 && + unicharset_->get_isdigit(unichar_ids_[end - 1]) && + BlobPosition(end - 1) == tesseract::SP_SUPERSCRIPT) { + end--; + } + int start = 0; + while (start < end && + unicharset_->get_isdigit(unichar_ids_[start]) && + BlobPosition(start) == tesseract::SP_SUPERSCRIPT) { + start++; + } + *pstart = start; + *pend = end; +} + +WERD_CHOICE WERD_CHOICE::shallow_copy(int start, int end) const { + ASSERT_HOST(start >= 0 && start <= length_); + ASSERT_HOST(end >= 0 && end <= length_); + if (end < start) { end = start; } + WERD_CHOICE retval(unicharset_, end - start); + for (int i = start; i < end; i++) { + retval.append_unichar_id_space_allocated( + unichar_ids_[i], state_[i], 0.0f, certainties_[i]); + } + return retval; +} + +/** + * has_rtl_unichar_id + * + * Returns true if unichar_ids contain at least one "strongly" RTL unichar. + */ +bool WERD_CHOICE::has_rtl_unichar_id() const { + int i; + for (i = 0; i < length_; ++i) { + UNICHARSET::Direction dir = unicharset_->get_direction(unichar_ids_[i]); + if (dir == UNICHARSET::U_RIGHT_TO_LEFT || + dir == UNICHARSET::U_RIGHT_TO_LEFT_ARABIC) { + return true; + } + } + return false; +} + +/** + * string_and_lengths + * + * Populates the given word_str with unichars from unichar_ids and + * and word_lengths_str with the corresponding unichar lengths. + */ +void WERD_CHOICE::string_and_lengths(STRING *word_str, + STRING *word_lengths_str) const { + *word_str = ""; + if (word_lengths_str != NULL) *word_lengths_str = ""; + for (int i = 0; i < length_; ++i) { + const char *ch = unicharset_->id_to_unichar_ext(unichar_ids_[i]); + *word_str += ch; + if (word_lengths_str != NULL) { + *word_lengths_str += strlen(ch); + } + } +} + +/** + * append_unichar_id + * + * Make sure there is enough space in the word for the new unichar id + * and call append_unichar_id_space_allocated(). + */ +void WERD_CHOICE::append_unichar_id( + UNICHAR_ID unichar_id, int blob_count, + float rating, float certainty) { + if (length_ == reserved_) { + this->double_the_size(); + } + this->append_unichar_id_space_allocated(unichar_id, blob_count, + rating, certainty); +} + +/** + * WERD_CHOICE::operator+= + * + * Cat a second word rating on the end of this current one. + * The ratings are added and the confidence is the min. + * If the permuters are NOT the same the permuter is set to COMPOUND_PERM + */ +WERD_CHOICE & WERD_CHOICE::operator+= (const WERD_CHOICE & second) { + ASSERT_HOST(unicharset_ == second.unicharset_); + while (reserved_ < length_ + second.length()) { + this->double_the_size(); + } + const UNICHAR_ID *other_unichar_ids = second.unichar_ids(); + for (int i = 0; i < second.length(); ++i) { + unichar_ids_[length_ + i] = other_unichar_ids[i]; + state_[length_ + i] = second.state_[i]; + certainties_[length_ + i] = second.certainties_[i]; + script_pos_[length_ + i] = second.BlobPosition(i); + } + length_ += second.length(); + if (second.adjust_factor_ > adjust_factor_) + adjust_factor_ = second.adjust_factor_; + rating_ += second.rating(); // add ratings + if (second.certainty() < certainty_) // take min + certainty_ = second.certainty(); + if (second.dangerous_ambig_found_) + dangerous_ambig_found_ = true; + if (permuter_ == NO_PERM) { + permuter_ = second.permuter(); + } else if (second.permuter() != NO_PERM && + second.permuter() != permuter_) { + permuter_ = COMPOUND_PERM; + } + return *this; +} + + +/** + * WERD_CHOICE::operator= + * + * Allocate enough memory to hold a copy of source and copy over + * all the information from source to this WERD_CHOICE. + */ +WERD_CHOICE& WERD_CHOICE::operator=(const WERD_CHOICE& source) { + while (reserved_ < source.length()) { + this->double_the_size(); + } + + unicharset_ = source.unicharset_; + const UNICHAR_ID *other_unichar_ids = source.unichar_ids(); + for (int i = 0; i < source.length(); ++i) { + unichar_ids_[i] = other_unichar_ids[i]; + state_[i] = source.state_[i]; + certainties_[i] = source.certainties_[i]; + script_pos_[i] = source.BlobPosition(i); + } + length_ = source.length(); + adjust_factor_ = source.adjust_factor_; + rating_ = source.rating(); + certainty_ = source.certainty(); + min_x_height_ = source.min_x_height(); + max_x_height_ = source.max_x_height(); + permuter_ = source.permuter(); + dangerous_ambig_found_ = source.dangerous_ambig_found_; + return *this; +} + +// Sets up the script_pos_ member using the blobs_list to get the bln +// bounding boxes, *this to get the unichars, and this->unicharset +// to get the target positions. If small_caps is true, sub/super are not +// considered, but dropcaps are. +// NOTE: blobs_list should be the chopped_word blobs. (Fully segemented.) +void WERD_CHOICE::SetScriptPositions(bool small_caps, TWERD* word) { + // Since WERD_CHOICE isn't supposed to depend on a Tesseract, + // we don't have easy access to the flags Tesseract stores. Therefore, debug + // for this module is hard compiled in. + int debug = 0; + + // Initialize to normal. + for (int i = 0; i < length_; ++i) + script_pos_[i] = tesseract::SP_NORMAL; + if (word->blobs.empty() || word->NumBlobs() != TotalOfStates()) { + return; + } + + int position_counts[4]; + for (int i = 0; i < 4; i++) { + position_counts[i] = 0; + } + + int chunk_index = 0; + for (int blob_index = 0; blob_index < length_; ++blob_index, ++chunk_index) { + TBLOB* tblob = word->blobs[chunk_index]; + int uni_id = unichar_id(blob_index); + TBOX blob_box = tblob->bounding_box(); + if (state_ != NULL) { + for (int i = 1; i < state_[blob_index]; ++i) { + ++chunk_index; + tblob = word->blobs[chunk_index]; + blob_box += tblob->bounding_box(); + } + } + script_pos_[blob_index] = ScriptPositionOf(false, *unicharset_, blob_box, + uni_id); + if (small_caps && script_pos_[blob_index] != tesseract::SP_DROPCAP) { + script_pos_[blob_index] = tesseract::SP_NORMAL; + } + position_counts[script_pos_[blob_index]]++; + } + // If almost everything looks like a superscript or subscript, + // we most likely just got the baseline wrong. + if (position_counts[tesseract::SP_SUBSCRIPT] > 0.75 * length_ || + position_counts[tesseract::SP_SUPERSCRIPT] > 0.75 * length_) { + if (debug >= 2) { + tprintf("Most characters of %s are subscript or superscript.\n" + "That seems wrong, so I'll assume we got the baseline wrong\n", + unichar_string().string()); + } + for (int i = 0; i < length_; i++) { + ScriptPos sp = script_pos_[i]; + if (sp == tesseract::SP_SUBSCRIPT || sp == tesseract::SP_SUPERSCRIPT) { + position_counts[sp]--; + position_counts[tesseract::SP_NORMAL]++; + script_pos_[i] = tesseract::SP_NORMAL; + } + } + } + + if ((debug >= 1 && position_counts[tesseract::SP_NORMAL] < length_) || + debug >= 2) { + tprintf("SetScriptPosition on %s\n", unichar_string().string()); + int chunk_index = 0; + for (int blob_index = 0; blob_index < length_; ++blob_index) { + if (debug >= 2 || script_pos_[blob_index] != tesseract::SP_NORMAL) { + TBLOB* tblob = word->blobs[chunk_index]; + ScriptPositionOf(true, *unicharset_, tblob->bounding_box(), + unichar_id(blob_index)); + } + chunk_index += state_ != NULL ? state_[blob_index] : 1; + } + } +} +// Sets the script_pos_ member from some source positions with a given length. +void WERD_CHOICE::SetScriptPositions(const tesseract::ScriptPos* positions, + int length) { + ASSERT_HOST(length == length_); + if (positions != script_pos_) { + delete [] script_pos_; + script_pos_ = new ScriptPos[length]; + memcpy(script_pos_, positions, sizeof(positions[0]) * length); + } +} +// Sets all the script_pos_ positions to the given position. +void WERD_CHOICE::SetAllScriptPositions(tesseract::ScriptPos position) { + for (int i = 0; i < length_; ++i) + script_pos_[i] = position; +} + +/* static */ +ScriptPos WERD_CHOICE::ScriptPositionOf(bool print_debug, + const UNICHARSET& unicharset, + const TBOX& blob_box, + UNICHAR_ID unichar_id) { + ScriptPos retval = tesseract::SP_NORMAL; + int top = blob_box.top(); + int bottom = blob_box.bottom(); + int min_bottom, max_bottom, min_top, max_top; + unicharset.get_top_bottom(unichar_id, + &min_bottom, &max_bottom, + &min_top, &max_top); + + int sub_thresh_top = min_top - kMinSubscriptOffset; + int sub_thresh_bot = kBlnBaselineOffset - kMinSubscriptOffset; + int sup_thresh_bot = max_bottom + kMinSuperscriptOffset; + if (bottom <= kMaxDropCapBottom) { + retval = tesseract::SP_DROPCAP; + } else if (top < sub_thresh_top && bottom < sub_thresh_bot) { + retval = tesseract::SP_SUBSCRIPT; + } else if (bottom > sup_thresh_bot) { + retval = tesseract::SP_SUPERSCRIPT; + } + + if (print_debug) { + const char *pos = ScriptPosToString(retval); + tprintf("%s Character %s[bot:%d top: %d] " + "bot_range[%d,%d] top_range[%d, %d] " + "sub_thresh[bot:%d top:%d] sup_thresh_bot %d\n", + pos, unicharset.id_to_unichar(unichar_id), + bottom, top, + min_bottom, max_bottom, min_top, max_top, + sub_thresh_bot, sub_thresh_top, + sup_thresh_bot); + } + return retval; +} + +// Returns the script-id (eg Han) of the dominant script in the word. +int WERD_CHOICE::GetTopScriptID() const { + int max_script = unicharset_->get_script_table_size(); + int *sid = new int[max_script]; + int x; + for (x = 0; x < max_script; x++) sid[x] = 0; + for (x = 0; x < length_; ++x) { + int script_id = unicharset_->get_script(unichar_id(x)); + sid[script_id]++; + } + if (unicharset_->han_sid() != unicharset_->null_sid()) { + // Add the Hiragana & Katakana counts to Han and zero them out. + if (unicharset_->hiragana_sid() != unicharset_->null_sid()) { + sid[unicharset_->han_sid()] += sid[unicharset_->hiragana_sid()]; + sid[unicharset_->hiragana_sid()] = 0; + } + if (unicharset_->katakana_sid() != unicharset_->null_sid()) { + sid[unicharset_->han_sid()] += sid[unicharset_->katakana_sid()]; + sid[unicharset_->katakana_sid()] = 0; + } + } + // Note that high script ID overrides lower one on a tie, thus biasing + // towards non-Common script (if sorted that way in unicharset file). + int max_sid = 0; + for (x = 1; x < max_script; x++) + if (sid[x] >= sid[max_sid]) max_sid = x; + if (sid[max_sid] < length_ / 2) + max_sid = unicharset_->null_sid(); + delete[] sid; + return max_sid; +} + +// Fixes the state_ for a chop at the given blob_posiiton. +void WERD_CHOICE::UpdateStateForSplit(int blob_position) { + int total_chunks = 0; + for (int i = 0; i < length_; ++i) { + total_chunks += state_[i]; + if (total_chunks > blob_position) { + ++state_[i]; + return; + } + } +} + +// Returns the sum of all the state elements, being the total number of blobs. +int WERD_CHOICE::TotalOfStates() const { + int total_chunks = 0; + for (int i = 0; i < length_; ++i) { + total_chunks += state_[i]; + } + return total_chunks; +} + +/** + * WERD_CHOICE::print + * + * Print WERD_CHOICE to stdout. + */ +void WERD_CHOICE::print(const char *msg) const { + tprintf("%s : ", msg); + for (int i = 0; i < length_; ++i) { + tprintf("%s", unicharset_->id_to_unichar(unichar_ids_[i])); + } + tprintf(" : R=%g, C=%g, F=%g, Perm=%d, xht=[%g,%g], ambig=%d\n", + rating_, certainty_, adjust_factor_, permuter_, + min_x_height_, max_x_height_, dangerous_ambig_found_); + tprintf("pos"); + for (int i = 0; i < length_; ++i) { + tprintf("\t%s", ScriptPosToString(script_pos_[i])); + } + tprintf("\nstr"); + for (int i = 0; i < length_; ++i) { + tprintf("\t%s", unicharset_->id_to_unichar(unichar_ids_[i])); + } + tprintf("\nstate:"); + for (int i = 0; i < length_; ++i) { + tprintf("\t%d ", state_[i]); + } + tprintf("\nC"); + for (int i = 0; i < length_; ++i) { + tprintf("\t%.3f", certainties_[i]); + } + tprintf("\n"); +} + +// Prints the segmentation state with an introductory message. +void WERD_CHOICE::print_state(const char *msg) const { + tprintf("%s", msg); + for (int i = 0; i < length_; ++i) + tprintf(" %d", state_[i]); + tprintf("\n"); +} + +// Displays the segmentation state of *this (if not the same as the last +// one displayed) and waits for a click in the window. +void WERD_CHOICE::DisplaySegmentation(TWERD* word) { +#ifndef GRAPHICS_DISABLED + // Number of different colors to draw with. + const int kNumColors = 6; + static ScrollView *segm_window = NULL; + // Check the state against the static prev_drawn_state. + static GenericVector prev_drawn_state; + bool already_done = prev_drawn_state.size() == length_; + if (!already_done) prev_drawn_state.init_to_size(length_, 0); + for (int i = 0; i < length_; ++i) { + if (prev_drawn_state[i] != state_[i]) { + already_done = false; + } + prev_drawn_state[i] = state_[i]; + } + if (already_done || word->blobs.empty()) return; + + // Create the window if needed. + if (segm_window == NULL) { + segm_window = new ScrollView("Segmentation", 5, 10, 500, 256, + 2000.0, 256.0, true); + } else { + segm_window->Clear(); + } + + TBOX bbox; + int blob_index = 0; + for (int c = 0; c < length_; ++c) { + ScrollView::Color color = + static_cast(c % kNumColors + 3); + for (int i = 0; i < state_[c]; ++i, ++blob_index) { + TBLOB* blob = word->blobs[blob_index]; + bbox += blob->bounding_box(); + blob->plot(segm_window, color, color); + } + } + segm_window->ZoomToRectangle(bbox.left(), bbox.top(), + bbox.right(), bbox.bottom()); + segm_window->Update(); + window_wait(segm_window); +#endif +} + + +bool EqualIgnoringCaseAndTerminalPunct(const WERD_CHOICE &word1, + const WERD_CHOICE &word2) { + const UNICHARSET *uchset = word1.unicharset(); + if (word2.unicharset() != uchset) return false; + int w1start, w1end; + word1.punct_stripped(&w1start, &w1end); + int w2start, w2end; + word2.punct_stripped(&w2start, &w2end); + if (w1end - w1start != w2end - w2start) return false; + for (int i = 0; i < w1end - w1start; i++) { + if (uchset->to_lower(word1.unichar_id(w1start + i)) != + uchset->to_lower(word2.unichar_id(w2start + i))) { + return false; + } + } + return true; +} + +/** + * print_ratings_list + * + * Send all the ratings out to the logfile. + * + * @param msg intro message + * @param ratings list of ratings + * @param current_unicharset unicharset that can be used + * for id-to-unichar conversion + */ +void print_ratings_list(const char *msg, + BLOB_CHOICE_LIST *ratings, + const UNICHARSET ¤t_unicharset) { + if (ratings->length() == 0) { + tprintf("%s:\n", msg); + return; + } + if (*msg != '\0') { + tprintf("%s\n", msg); + } + BLOB_CHOICE_IT c_it; + c_it.set_to_list(ratings); + for (c_it.mark_cycle_pt(); !c_it.cycled_list(); c_it.forward()) { + c_it.data()->print(¤t_unicharset); + if (!c_it.at_last()) tprintf("\n"); + } + tprintf("\n"); + fflush(stdout); +} diff --git a/3rdparty/hgOCR/include/ccstruct/ratngs.h b/3rdparty/hgOCR/include/ccstruct/ratngs.h new file mode 100644 index 00000000..2ee9c94a --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/ratngs.h @@ -0,0 +1,643 @@ +/********************************************************************** + * File: ratngs.h (Formerly ratings.h) + * Description: Definition of the WERD_CHOICE and BLOB_CHOICE classes. + * Author: Ray Smith + * Created: Thu Apr 23 11:40:38 BST 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef RATNGS_H +#define RATNGS_H + +#include + +#include "clst.h" +#include "elst.h" +#include "fontinfo.h" +#include "genericvector.h" +#include "matrix.h" +#include "unichar.h" +#include "unicharset.h" +#include "werd.h" + +class MATRIX; +struct TBLOB; +struct TWERD; + +// Enum to describe the source of a BLOB_CHOICE to make it possible to determine +// whether a blob has been classified by inspecting the BLOB_CHOICEs. +enum BlobChoiceClassifier { + BCC_STATIC_CLASSIFIER, // From the char_norm classifier. + BCC_ADAPTED_CLASSIFIER, // From the adaptive classifier. + BCC_SPECKLE_CLASSIFIER, // Backup for failed classification. + BCC_AMBIG, // Generated by ambiguity detection. + BCC_FAKE, // From some other process. +}; + +class BLOB_CHOICE: public ELIST_LINK +{ + public: + BLOB_CHOICE() { + unichar_id_ = UNICHAR_SPACE; + fontinfo_id_ = -1; + fontinfo_id2_ = -1; + rating_ = 10.0; + certainty_ = -1.0; + script_id_ = -1; + xgap_before_ = 0; + xgap_after_ = 0; + min_xheight_ = 0.0f; + max_xheight_ = 0.0f; + yshift_ = 0.0f; + classifier_ = BCC_FAKE; + } + BLOB_CHOICE(UNICHAR_ID src_unichar_id, // character id + float src_rating, // rating + float src_cert, // certainty + int script_id, // script + float min_xheight, // min xheight in image pixel units + float max_xheight, // max xheight allowed by this char + float yshift, // the larger of y shift (top or bottom) + BlobChoiceClassifier c); // adapted match or other + BLOB_CHOICE(const BLOB_CHOICE &other); + ~BLOB_CHOICE() {} + + UNICHAR_ID unichar_id() const { + return unichar_id_; + } + float rating() const { + return rating_; + } + float certainty() const { + return certainty_; + } + inT16 fontinfo_id() const { + return fontinfo_id_; + } + inT16 fontinfo_id2() const { + return fontinfo_id2_; + } + const GenericVector& fonts() const { + return fonts_; + } + void set_fonts(const GenericVector& fonts) { + fonts_ = fonts; + int score1 = 0, score2 = 0; + fontinfo_id_ = -1; + fontinfo_id2_ = -1; + for (int f = 0; f < fonts_.size(); ++f) { + if (fonts_[f].score > score1) { + score2 = score1; + fontinfo_id2_ = fontinfo_id_; + score1 = fonts_[f].score; + fontinfo_id_ = fonts_[f].fontinfo_id; + } else if (fonts_[f].score > score2) { + score2 = fonts_[f].score; + fontinfo_id2_ = fonts_[f].fontinfo_id; + } + } + } + int script_id() const { + return script_id_; + } + const MATRIX_COORD& matrix_cell() { + return matrix_cell_; + } + inT16 xgap_before() const { + return xgap_before_; + } + inT16 xgap_after() const { + return xgap_after_; + } + float min_xheight() const { + return min_xheight_; + } + float max_xheight() const { + return max_xheight_; + } + float yshift() const { + return yshift_; + } + BlobChoiceClassifier classifier() const { + return classifier_; + } + bool IsAdapted() const { + return classifier_ == BCC_ADAPTED_CLASSIFIER; + } + bool IsClassified() const { + return classifier_ == BCC_STATIC_CLASSIFIER || + classifier_ == BCC_ADAPTED_CLASSIFIER || + classifier_ == BCC_SPECKLE_CLASSIFIER; + } + + void set_unichar_id(UNICHAR_ID newunichar_id) { + unichar_id_ = newunichar_id; + } + void set_rating(float newrat) { + rating_ = newrat; + } + void set_certainty(float newrat) { + certainty_ = newrat; + } + void set_script(int newscript_id) { + script_id_ = newscript_id; + } + void set_matrix_cell(int col, int row) { + matrix_cell_.col = col; + matrix_cell_.row = row; + } + void set_xgap_before(inT16 gap) { + xgap_before_ = gap; + } + void set_xgap_after(inT16 gap) { + xgap_after_ = gap; + } + void set_classifier(BlobChoiceClassifier classifier) { + classifier_ = classifier; + } + static BLOB_CHOICE* deep_copy(const BLOB_CHOICE* src) { + BLOB_CHOICE* choice = new BLOB_CHOICE; + *choice = *src; + return choice; + } + // Returns true if *this and other agree on the baseline and x-height + // to within some tolerance based on a given estimate of the x-height. + bool PosAndSizeAgree(const BLOB_CHOICE& other, float x_height, + bool debug) const; + + void print(const UNICHARSET *unicharset) const { + tprintf("r%.2f c%.2f x[%g,%g]: %d %s", + rating_, certainty_, + min_xheight_, max_xheight_, unichar_id_, + (unicharset == NULL) ? "" : + unicharset->debug_str(unichar_id_).string()); + } + void print_full() const { + print(NULL); + tprintf(" script=%d, font1=%d, font2=%d, yshift=%g, classifier=%d\n", + script_id_, fontinfo_id_, fontinfo_id2_, yshift_, classifier_); + } + // Sort function for sorting BLOB_CHOICEs in increasing order of rating. + static int SortByRating(const void *p1, const void *p2) { + const BLOB_CHOICE *bc1 = + *reinterpret_cast(p1); + const BLOB_CHOICE *bc2 = + *reinterpret_cast(p2); + return (bc1->rating_ < bc2->rating_) ? -1 : 1; + } + + private: + UNICHAR_ID unichar_id_; // unichar id + // Fonts and scores. Allowed to be empty. + GenericVector fonts_; + inT16 fontinfo_id_; // char font information + inT16 fontinfo_id2_; // 2nd choice font information + // Rating is the classifier distance weighted by the length of the outline + // in the blob. In terms of probability, classifier distance is -klog p such + // that the resulting distance is in the range [0, 1] and then + // rating = w (-k log p) where w is the weight for the length of the outline. + // Sums of ratings may be compared meaningfully for words of different + // segmentation. + float rating_; // size related + // Certainty is a number in [-20, 0] indicating the classifier certainty + // of the choice. In terms of probability, certainty = 20 (k log p) where + // k is defined as above to normalize -klog p to the range [0, 1]. + float certainty_; // absolute + int script_id_; + // Holds the position of this choice in the ratings matrix. + // Used to location position in the matrix during path backtracking. + MATRIX_COORD matrix_cell_; + inT16 xgap_before_; + inT16 xgap_after_; + // X-height range (in image pixels) that this classification supports. + float min_xheight_; + float max_xheight_; + // yshift_ - The vertical distance (in image pixels) the character is + // shifted (up or down) from an acceptable y position. + float yshift_; + BlobChoiceClassifier classifier_; // What generated *this. +}; + +// Make BLOB_CHOICE listable. +ELISTIZEH(BLOB_CHOICE) + +// Return the BLOB_CHOICE in bc_list matching a given unichar_id, +// or NULL if there is no match. +BLOB_CHOICE *FindMatchingChoice(UNICHAR_ID char_id, BLOB_CHOICE_LIST *bc_list); + +// Permuter codes used in WERD_CHOICEs. +enum PermuterType { + NO_PERM, // 0 + PUNC_PERM, // 1 + TOP_CHOICE_PERM, // 2 + LOWER_CASE_PERM, // 3 + UPPER_CASE_PERM, // 4 + NGRAM_PERM, // 5 + NUMBER_PERM, // 6 + USER_PATTERN_PERM, // 7 + SYSTEM_DAWG_PERM, // 8 + DOC_DAWG_PERM, // 9 + USER_DAWG_PERM, // 10 + FREQ_DAWG_PERM, // 11 + COMPOUND_PERM, // 12 + + NUM_PERMUTER_TYPES +}; + +namespace tesseract { +// ScriptPos tells whether a character is subscript, superscript or normal. +enum ScriptPos { + SP_NORMAL, + SP_SUBSCRIPT, + SP_SUPERSCRIPT, + SP_DROPCAP +}; + +const char *ScriptPosToString(tesseract::ScriptPos script_pos); + +} // namespace tesseract. + +class TESS_API WERD_CHOICE : public ELIST_LINK { + public: + static const float kBadRating; + static const char *permuter_name(uinT8 permuter); + + WERD_CHOICE(const UNICHARSET *unicharset) + : unicharset_(unicharset) { this->init(8); } + WERD_CHOICE(const UNICHARSET *unicharset, int reserved) + : unicharset_(unicharset) { this->init(reserved); } + WERD_CHOICE(const char *src_string, + const char *src_lengths, + float src_rating, + float src_certainty, + uinT8 src_permuter, + const UNICHARSET &unicharset) + : unicharset_(&unicharset) { + this->init(src_string, src_lengths, src_rating, + src_certainty, src_permuter); + } + WERD_CHOICE(const char *src_string, const UNICHARSET &unicharset); + WERD_CHOICE(const WERD_CHOICE &word) + : ELIST_LINK(word), unicharset_(word.unicharset_) { + this->init(word.length()); + this->operator=(word); + } + ~WERD_CHOICE(); + + const UNICHARSET *unicharset() const { + return unicharset_; + } + inline int length() const { + return length_; + } + float adjust_factor() const { + return adjust_factor_; + } + void set_adjust_factor(float factor) { + adjust_factor_ = factor; + } + inline const UNICHAR_ID *unichar_ids() const { + return unichar_ids_; + } + inline UNICHAR_ID unichar_id(int index) const { + assert(index < length_); + return unichar_ids_[index]; + } + inline int state(int index) const { + return state_[index]; + } + tesseract::ScriptPos BlobPosition(int index) const { + if (index < 0 || index >= length_) + return tesseract::SP_NORMAL; + return script_pos_[index]; + } + inline float rating() const { + return rating_; + } + inline float certainty() const { + return certainty_; + } + inline float certainty(int index) const { + return certainties_[index]; + } + inline float min_x_height() const { + return min_x_height_; + } + inline float max_x_height() const { + return max_x_height_; + } + inline void set_x_heights(float min_height, float max_height) { + min_x_height_ = min_height; + max_x_height_ = max_height; + } + inline uinT8 permuter() const { + return permuter_; + } + const char *permuter_name() const; + // Returns the BLOB_CHOICE_LIST corresponding to the given index in the word, + // taken from the appropriate cell in the ratings MATRIX. + // Borrowed pointer, so do not delete. + BLOB_CHOICE_LIST* blob_choices(int index, MATRIX* ratings) const; + + // Returns the MATRIX_COORD corresponding to the location in the ratings + // MATRIX for the given index into the word. + MATRIX_COORD MatrixCoord(int index) const; + + inline void set_unichar_id(UNICHAR_ID unichar_id, int index) { + assert(index < length_); + unichar_ids_[index] = unichar_id; + } + bool dangerous_ambig_found() const { + return dangerous_ambig_found_; + } + void set_dangerous_ambig_found_(bool value) { + dangerous_ambig_found_ = value; + } + inline void set_rating(float new_val) { + rating_ = new_val; + } + inline void set_certainty(float new_val) { + certainty_ = new_val; + } + inline void set_permuter(uinT8 perm) { + permuter_ = perm; + } + // Note: this function should only be used if all the fields + // are populated manually with set_* functions (rather than + // (copy)constructors and append_* functions). + inline void set_length(int len) { + ASSERT_HOST(reserved_ >= len); + length_ = len; + } + + /// Make more space in unichar_id_ and fragment_lengths_ arrays. + inline void double_the_size() { + if (reserved_ > 0) { + unichar_ids_ = GenericVector::double_the_size_memcpy( + reserved_, unichar_ids_); + script_pos_ = GenericVector::double_the_size_memcpy( + reserved_, script_pos_); + state_ = GenericVector::double_the_size_memcpy( + reserved_, state_); + certainties_ = GenericVector::double_the_size_memcpy( + reserved_, certainties_); + reserved_ *= 2; + } else { + unichar_ids_ = new UNICHAR_ID[1]; + script_pos_ = new tesseract::ScriptPos[1]; + state_ = new int[1]; + certainties_ = new float[1]; + reserved_ = 1; + } + } + + /// Initializes WERD_CHOICE - reserves length slots in unichar_ids_ and + /// fragment_length_ arrays. Sets other values to default (blank) values. + inline void init(int reserved) { + reserved_ = reserved; + if (reserved > 0) { + unichar_ids_ = new UNICHAR_ID[reserved]; + script_pos_ = new tesseract::ScriptPos[reserved]; + state_ = new int[reserved]; + certainties_ = new float[reserved]; + } else { + unichar_ids_ = NULL; + script_pos_ = NULL; + state_ = NULL; + certainties_ = NULL; + } + length_ = 0; + adjust_factor_ = 1.0f; + rating_ = 0.0; + certainty_ = MAX_FLOAT32; + min_x_height_ = 0.0f; + max_x_height_ = MAX_FLOAT32; + permuter_ = NO_PERM; + unichars_in_script_order_ = false; // Tesseract is strict left-to-right. + dangerous_ambig_found_ = false; + } + + /// Helper function to build a WERD_CHOICE from the given string, + /// fragment lengths, rating, certainty and permuter. + /// The function assumes that src_string is not NULL. + /// src_lengths argument could be NULL, in which case the unichars + /// in src_string are assumed to all be of length 1. + void init(const char *src_string, const char *src_lengths, + float src_rating, float src_certainty, + uinT8 src_permuter); + + /// Set the fields in this choice to be default (bad) values. + inline void make_bad() { + length_ = 0; + rating_ = kBadRating; + certainty_ = -MAX_FLOAT32; + } + + /// This function assumes that there is enough space reserved + /// in the WERD_CHOICE for adding another unichar. + /// This is an efficient alternative to append_unichar_id(). + inline void append_unichar_id_space_allocated( + UNICHAR_ID unichar_id, int blob_count, + float rating, float certainty) { + assert(reserved_ > length_); + length_++; + this->set_unichar_id(unichar_id, blob_count, + rating, certainty, length_-1); + } + + void append_unichar_id(UNICHAR_ID unichar_id, int blob_count, + float rating, float certainty); + + inline void set_unichar_id(UNICHAR_ID unichar_id, int blob_count, + float rating, float certainty, int index) { + assert(index < length_); + unichar_ids_[index] = unichar_id; + state_[index] = blob_count; + certainties_[index] = certainty; + script_pos_[index] = tesseract::SP_NORMAL; + rating_ += rating; + if (certainty < certainty_) { + certainty_ = certainty; + } + } + // Sets the entries for the given index from the BLOB_CHOICE, assuming + // unit fragment lengths, but setting the state for this index to blob_count. + void set_blob_choice(int index, int blob_count, + const BLOB_CHOICE* blob_choice); + + bool contains_unichar_id(UNICHAR_ID unichar_id) const; + void remove_unichar_ids(int index, int num); + inline void remove_last_unichar_id() { --length_; } + inline void remove_unichar_id(int index) { + this->remove_unichar_ids(index, 1); + } + bool has_rtl_unichar_id() const; + void reverse_and_mirror_unichar_ids(); + + // Returns the half-open interval of unichar_id indices [start, end) which + // enclose the core portion of this word -- the part after stripping + // punctuation from the left and right. + void punct_stripped(int *start_core, int *end_core) const; + + // Returns the indices [start, end) containing the core of the word, stripped + // of any superscript digits on either side. (i.e., the non-footnote part + // of the word). There is no guarantee that the output range is non-empty. + void GetNonSuperscriptSpan(int *start, int *end) const; + + // Return a copy of this WERD_CHOICE with the choices [start, end). + // The result is useful only for checking against a dictionary. + WERD_CHOICE shallow_copy(int start, int end) const; + + void string_and_lengths(STRING *word_str, STRING *word_lengths_str) const; + const STRING debug_string() const { + STRING word_str; + for (int i = 0; i < length_; ++i) { + word_str += unicharset_->debug_str(unichar_ids_[i]); + word_str += " "; + } + return word_str; + } + + // Call this to override the default (strict left to right graphemes) + // with the fact that some engine produces a "reading order" set of + // Graphemes for each word. + bool set_unichars_in_script_order(bool in_script_order) { + return unichars_in_script_order_ = in_script_order; + } + + bool unichars_in_script_order() const { + return unichars_in_script_order_; + } + + // Returns a UTF-8 string equivalent to the current choice + // of UNICHAR IDs. + const STRING &unichar_string() const { + this->string_and_lengths(&unichar_string_, &unichar_lengths_); + return unichar_string_; + } + + // Returns the lengths, one byte each, representing the number of bytes + // required in the unichar_string for each UNICHAR_ID. + const STRING &unichar_lengths() const { + this->string_and_lengths(&unichar_string_, &unichar_lengths_); + return unichar_lengths_; + } + + // Sets up the script_pos_ member using the blobs_list to get the bln + // bounding boxes, *this to get the unichars, and this->unicharset + // to get the target positions. If small_caps is true, sub/super are not + // considered, but dropcaps are. + // NOTE: blobs_list should be the chopped_word blobs. (Fully segemented.) + void SetScriptPositions(bool small_caps, TWERD* word); + // Sets the script_pos_ member from some source positions with a given length. + void SetScriptPositions(const tesseract::ScriptPos* positions, int length); + // Sets all the script_pos_ positions to the given position. + void SetAllScriptPositions(tesseract::ScriptPos position); + + static tesseract::ScriptPos ScriptPositionOf(bool print_debug, + const UNICHARSET& unicharset, + const TBOX& blob_box, + UNICHAR_ID unichar_id); + + // Returns the "dominant" script ID for the word. By "dominant", the script + // must account for at least half the characters. Otherwise, it returns 0. + // Note that for Japanese, Hiragana and Katakana are simply treated as Han. + int GetTopScriptID() const; + + // Fixes the state_ for a chop at the given blob_posiiton. + void UpdateStateForSplit(int blob_position); + + // Returns the sum of all the state elements, being the total number of blobs. + int TotalOfStates() const; + + void print() const { this->print(""); } + void print(const char *msg) const; + // Prints the segmentation state with an introductory message. + void print_state(const char *msg) const; + + // Displays the segmentation state of *this (if not the same as the last + // one displayed) and waits for a click in the window. + void DisplaySegmentation(TWERD* word); + + WERD_CHOICE& operator+= ( // concatanate + const WERD_CHOICE & second);// second on first + + WERD_CHOICE& operator= (const WERD_CHOICE& source); + + private: + const UNICHARSET *unicharset_; + // TODO(rays) Perhaps replace the multiple arrays with an array of structs? + // unichar_ids_ is an array of classifier "results" that make up a word. + // For each unichar_ids_[i], script_pos_[i] has the sub/super/normal position + // of each unichar_id. + // state_[i] indicates the number of blobs in WERD_RES::chopped_word that + // were put together to make the classification results in the ith position + // in unichar_ids_, and certainties_[i] is the certainty of the choice that + // was used in this word. + // == Change from before == + // Previously there was fragment_lengths_ that allowed a word to be + // artificially composed of multiple fragment results. Since the new + // segmentation search doesn't do fragments, treatment of fragments has + // been moved to a lower level, augmenting the ratings matrix with the + // combined fragments, and allowing the language-model/segmentation-search + // to deal with only the combined unichar_ids. + UNICHAR_ID *unichar_ids_; // unichar ids that represent the text of the word + tesseract::ScriptPos* script_pos_; // Normal/Sub/Superscript of each unichar. + int* state_; // Number of blobs in each unichar. + float* certainties_; // Certainty of each unichar. + int reserved_; // size of the above arrays + int length_; // word length + // Factor that was used to adjust the rating. + float adjust_factor_; + // Rating is the sum of the ratings of the individual blobs in the word. + float rating_; // size related + // certainty is the min (worst) certainty of the individual blobs in the word. + float certainty_; // absolute + // xheight computed from the result, or 0 if inconsistent. + float min_x_height_; + float max_x_height_; + uinT8 permuter_; // permuter code + + // Normally, the ratings_ matrix represents the recognition results in order + // from left-to-right. However, some engines (say Cube) may return + // recognition results in the order of the script's major reading direction + // (for Arabic, that is right-to-left). + bool unichars_in_script_order_; + // True if NoDangerousAmbig found an ambiguity. + bool dangerous_ambig_found_; + + // The following variables are populated and passed by reference any + // time unichar_string() or unichar_lengths() are called. + mutable STRING unichar_string_; + mutable STRING unichar_lengths_; +}; + +// Make WERD_CHOICE listable. +ELISTIZEH(WERD_CHOICE) +typedef GenericVector BLOB_CHOICE_LIST_VECTOR; + +// Utilities for comparing WERD_CHOICEs + +bool EqualIgnoringCaseAndTerminalPunct(const WERD_CHOICE &word1, + const WERD_CHOICE &word2); + +// Utilities for debug printing. +void print_ratings_list( + const char *msg, // intro message + BLOB_CHOICE_LIST *ratings, // list of results + const UNICHARSET ¤t_unicharset // unicharset that can be used + // for id-to-unichar conversion + ); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/rect.cpp b/3rdparty/hgOCR/include/ccstruct/rect.cpp new file mode 100644 index 00000000..4a9fe00b --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/rect.cpp @@ -0,0 +1,263 @@ +/********************************************************************** + * File: rect.c (Formerly box.c) + * Description: Bounding box class definition. + * Author: Phil Cheatle + * Created: Wed Oct 16 15:18:45 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "rect.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +/********************************************************************** + * TBOX::TBOX() Constructor from 2 ICOORDS + * + **********************************************************************/ + +TBOX::TBOX( // constructor + const ICOORD pt1, // one corner + const ICOORD pt2 // the other corner + ) { + if (pt1.x () <= pt2.x ()) { + if (pt1.y () <= pt2.y ()) { + bot_left = pt1; + top_right = pt2; + } + else { + bot_left = ICOORD (pt1.x (), pt2.y ()); + top_right = ICOORD (pt2.x (), pt1.y ()); + } + } + else { + if (pt1.y () <= pt2.y ()) { + bot_left = ICOORD (pt2.x (), pt1.y ()); + top_right = ICOORD (pt1.x (), pt2.y ()); + } + else { + bot_left = pt2; + top_right = pt1; + } + } +} + +/********************************************************************** + * TBOX::TBOX() Constructor from 4 integer values. + * Note: It is caller's responsibility to provide values in the right + * order. + **********************************************************************/ + +TBOX::TBOX( //constructor + inT16 left, inT16 bottom, inT16 right, inT16 top) + : bot_left(left, bottom), top_right(right, top) { +} + +// rotate_large constructs the containing bounding box of all 4 +// corners after rotating them. It therefore guarantees that all +// original content is contained within, but also slightly enlarges the box. +void TBOX::rotate_large(const FCOORD& vec) { + ICOORD top_left(bot_left.x(), top_right.y()); + ICOORD bottom_right(top_right.x(), bot_left.y()); + top_left.rotate(vec); + bottom_right.rotate(vec); + rotate(vec); + TBOX box2(top_left, bottom_right); + *this += box2; +} + +/********************************************************************** + * TBOX::intersection() Build the largest box contained in both boxes + * + **********************************************************************/ + +TBOX TBOX::intersection( //shared area box + const TBOX &box) const { + inT16 left; + inT16 bottom; + inT16 right; + inT16 top; + if (overlap (box)) { + if (box.bot_left.x () > bot_left.x ()) + left = box.bot_left.x (); + else + left = bot_left.x (); + + if (box.top_right.x () < top_right.x ()) + right = box.top_right.x (); + else + right = top_right.x (); + + if (box.bot_left.y () > bot_left.y ()) + bottom = box.bot_left.y (); + else + bottom = bot_left.y (); + + if (box.top_right.y () < top_right.y ()) + top = box.top_right.y (); + else + top = top_right.y (); + } + else { + left = MAX_INT16; + bottom = MAX_INT16; + top = -MAX_INT16; + right = -MAX_INT16; + } + return TBOX (left, bottom, right, top); +} + + +/********************************************************************** + * TBOX::bounding_union() Build the smallest box containing both boxes + * + **********************************************************************/ + +TBOX TBOX::bounding_union( //box enclosing both + const TBOX &box) const { + ICOORD bl; //bottom left + ICOORD tr; //top right + + if (box.bot_left.x () < bot_left.x ()) + bl.set_x (box.bot_left.x ()); + else + bl.set_x (bot_left.x ()); + + if (box.top_right.x () > top_right.x ()) + tr.set_x (box.top_right.x ()); + else + tr.set_x (top_right.x ()); + + if (box.bot_left.y () < bot_left.y ()) + bl.set_y (box.bot_left.y ()); + else + bl.set_y (bot_left.y ()); + + if (box.top_right.y () > top_right.y ()) + tr.set_y (box.top_right.y ()); + else + tr.set_y (top_right.y ()); + return TBOX (bl, tr); +} + + +/********************************************************************** + * TBOX::plot() Paint a box using specified settings + * + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +void TBOX::plot( //paint box + ScrollView* fd, //where to paint + ScrollView::Color fill_colour, //colour for inside + ScrollView::Color border_colour //colour for border + ) const { + fd->Brush(fill_colour); + fd->Pen(border_colour); + plot(fd); +} +#endif + +// Appends the bounding box as (%d,%d)->(%d,%d) to a STRING. +void TBOX::print_to_str(STRING *str) const { + // "(%d,%d)->(%d,%d)", left(), bottom(), right(), top() + str->add_str_int("(", left()); + str->add_str_int(",", bottom()); + str->add_str_int(")->(", right()); + str->add_str_int(",", top()); + *str += ')'; +} + +// Writes to the given file. Returns false in case of error. +bool TBOX::Serialize(FILE* fp) const { + if (!bot_left.Serialize(fp)) return false; + if (!top_right.Serialize(fp)) return false; + return true; +} +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool TBOX::DeSerialize(bool swap, FILE* fp) { + if (!bot_left.DeSerialize(swap, fp)) return false; + if (!top_right.DeSerialize(swap, fp)) return false; + return true; +} + +/********************************************************************** + * operator+= + * + * Extend one box to include the other (In place union) + **********************************************************************/ + +DLLSYM TBOX & +operator+= ( //bounding bounding bx +TBOX & op1, //operands +const TBOX & op2) { + if (op2.bot_left.x () < op1.bot_left.x ()) + op1.bot_left.set_x (op2.bot_left.x ()); + + if (op2.top_right.x () > op1.top_right.x ()) + op1.top_right.set_x (op2.top_right.x ()); + + if (op2.bot_left.y () < op1.bot_left.y ()) + op1.bot_left.set_y (op2.bot_left.y ()); + + if (op2.top_right.y () > op1.top_right.y ()) + op1.top_right.set_y (op2.top_right.y ()); + + return op1; +} + + +/********************************************************************** + * operator&= + * + * Reduce one box to intersection with the other (In place intersection) + **********************************************************************/ + +TBOX& operator&=(TBOX& op1, const TBOX& op2) { + if (op1.overlap (op2)) { + if (op2.bot_left.x () > op1.bot_left.x ()) + op1.bot_left.set_x (op2.bot_left.x ()); + + if (op2.top_right.x () < op1.top_right.x ()) + op1.top_right.set_x (op2.top_right.x ()); + + if (op2.bot_left.y () > op1.bot_left.y ()) + op1.bot_left.set_y (op2.bot_left.y ()); + + if (op2.top_right.y () < op1.top_right.y ()) + op1.top_right.set_y (op2.top_right.y ()); + } + else { + op1.bot_left.set_x (MAX_INT16); + op1.bot_left.set_y (MAX_INT16); + op1.top_right.set_x (-MAX_INT16); + op1.top_right.set_y (-MAX_INT16); + } + return op1; +} + +bool TBOX::x_almost_equal(const TBOX &box, int tolerance) const { + return (abs(left() - box.left()) <= tolerance && + abs(right() - box.right()) <= tolerance); +} + +bool TBOX::almost_equal(const TBOX &box, int tolerance) const { + return (abs(left() - box.left()) <= tolerance && + abs(right() - box.right()) <= tolerance && + abs(top() - box.top()) <= tolerance && + abs(bottom() - box.bottom()) <= tolerance); +} diff --git a/3rdparty/hgOCR/include/ccstruct/rect.h b/3rdparty/hgOCR/include/ccstruct/rect.h new file mode 100644 index 00000000..f31247a1 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/rect.h @@ -0,0 +1,484 @@ +/********************************************************************** + * File: rect.h (Formerly box.h) + * Description: Bounding box class definition. + * Author: Phil Cheatle + * Created: Wed Oct 16 15:18:45 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef RECT_H +#define RECT_H + +#include +#include "points.h" +#include "ndminx.h" +#include "scrollview.h" +#include "strngs.h" +#include "tprintf.h" + +class DLLSYM TBOX { // bounding box + public: + TBOX (): // empty constructor making a null box + bot_left (MAX_INT16, MAX_INT16), top_right (-MAX_INT16, -MAX_INT16) { + } + + TBOX( // constructor + const ICOORD pt1, // one corner + const ICOORD pt2); // the other corner + + TBOX( // constructor + inT16 left, inT16 bottom, inT16 right, inT16 top); + + TBOX( // box around FCOORD + const FCOORD pt); + + bool null_box() const { // Is box null + return ((left () >= right ()) || (top () <= bottom ())); + } + + bool operator==(const TBOX& other) const { + return bot_left == other.bot_left && top_right == other.top_right; + } + + inT16 top() const { // coord of top + return top_right.y (); + } + void set_top(int y) { + top_right.set_y(y); + } + + inT16 bottom() const { // coord of bottom + return bot_left.y (); + } + void set_bottom(int y) { + bot_left.set_y(y); + } + + inT16 left() const { // coord of left + return bot_left.x (); + } + void set_left(int x) { + bot_left.set_x(x); + } + + inT16 right() const { // coord of right + return top_right.x (); + } + void set_right(int x) { + top_right.set_x(x); + } + int x_middle() const { + return (bot_left.x() + top_right.x()) / 2; + } + int y_middle() const { + return (bot_left.y() + top_right.y()) / 2; + } + + const ICOORD &botleft() const { // access function + return bot_left; + } + + ICOORD botright() const { // ~ access function + return ICOORD (top_right.x (), bot_left.y ()); + } + + ICOORD topleft() const { // ~ access function + return ICOORD (bot_left.x (), top_right.y ()); + } + + const ICOORD &topright() const { // access function + return top_right; + } + + inT16 height() const { // how high is it? + if (!null_box ()) + return top_right.y () - bot_left.y (); + else + return 0; + } + + inT16 width() const { // how high is it? + if (!null_box ()) + return top_right.x () - bot_left.x (); + else + return 0; + } + + inT32 area() const { // what is the area? + if (!null_box ()) + return width () * height (); + else + return 0; + } + + // Pads the box on either side by the supplied x,y pad amounts. + // NO checks for exceeding any bounds like 0 or an image size. + void pad(int xpad, int ypad) { + ICOORD pad(xpad, ypad); + bot_left -= pad; + top_right += pad; + } + + void move_bottom_edge( // move one edge + const inT16 y) { // by +/- y + bot_left += ICOORD (0, y); + } + + void move_left_edge( // move one edge + const inT16 x) { // by +/- x + bot_left += ICOORD (x, 0); + } + + void move_right_edge( // move one edge + const inT16 x) { // by +/- x + top_right += ICOORD (x, 0); + } + + void move_top_edge( // move one edge + const inT16 y) { // by +/- y + top_right += ICOORD (0, y); + } + + void move( // move box + const ICOORD vec) { // by vector + bot_left += vec; + top_right += vec; + } + + void move( // move box + const FCOORD vec) { // by float vector + bot_left.set_x ((inT16) floor (bot_left.x () + vec.x ())); + // round left + bot_left.set_y ((inT16) floor (bot_left.y () + vec.y ())); + // round down + top_right.set_x ((inT16) ceil (top_right.x () + vec.x ())); + // round right + top_right.set_y ((inT16) ceil (top_right.y () + vec.y ())); + // round up + } + + void scale( // scale box + const float f) { // by multiplier + bot_left.set_x ((inT16) floor (bot_left.x () * f)); // round left + bot_left.set_y ((inT16) floor (bot_left.y () * f)); // round down + top_right.set_x ((inT16) ceil (top_right.x () * f)); // round right + top_right.set_y ((inT16) ceil (top_right.y () * f)); // round up + } + void scale( // scale box + const FCOORD vec) { // by float vector + bot_left.set_x ((inT16) floor (bot_left.x () * vec.x ())); + bot_left.set_y ((inT16) floor (bot_left.y () * vec.y ())); + top_right.set_x ((inT16) ceil (top_right.x () * vec.x ())); + top_right.set_y ((inT16) ceil (top_right.y () * vec.y ())); + } + + // rotate doesn't enlarge the box - it just rotates the bottom-left + // and top-right corners. Use rotate_large if you want to guarantee + // that all content is contained within the rotated box. + void rotate(const FCOORD& vec) { // by vector + bot_left.rotate (vec); + top_right.rotate (vec); + *this = TBOX (bot_left, top_right); + } + // rotate_large constructs the containing bounding box of all 4 + // corners after rotating them. It therefore guarantees that all + // original content is contained within, but also slightly enlarges the box. + void rotate_large(const FCOORD& vec); + + bool contains( // is pt inside box + const FCOORD pt) const; + + bool contains( // is box inside box + const TBOX &box) const; + + bool overlap( // do boxes overlap + const TBOX &box) const; + + bool major_overlap( // do boxes overlap more than half + const TBOX &box) const; + + // Do boxes overlap on x axis. + bool x_overlap(const TBOX &box) const; + + // Return the horizontal gap between the boxes. If the boxes + // overlap horizontally then the return value is negative, indicating + // the amount of the overlap. + int x_gap(const TBOX& box) const { + return MAX(bot_left.x(), box.bot_left.x()) - + MIN(top_right.x(), box.top_right.x()); + } + + // Return the vertical gap between the boxes. If the boxes + // overlap vertically then the return value is negative, indicating + // the amount of the overlap. + int y_gap(const TBOX& box) const { + return MAX(bot_left.y(), box.bot_left.y()) - + MIN(top_right.y(), box.top_right.y()); + } + + // Do boxes overlap on x axis by more than + // half of the width of the narrower box. + bool major_x_overlap(const TBOX &box) const; + + // Do boxes overlap on y axis. + bool y_overlap(const TBOX &box) const; + + // Do boxes overlap on y axis by more than + // half of the height of the shorter box. + bool major_y_overlap(const TBOX &box) const; + + // fraction of current box's area covered by other + double overlap_fraction(const TBOX &box) const; + + // fraction of the current box's projected area covered by the other's + double x_overlap_fraction(const TBOX& box) const; + + // fraction of the current box's projected area covered by the other's + double y_overlap_fraction(const TBOX& box) const; + + // Returns true if the boxes are almost equal on x axis. + bool x_almost_equal(const TBOX &box, int tolerance) const; + + // Returns true if the boxes are almost equal + bool almost_equal(const TBOX &box, int tolerance) const; + + TBOX intersection( // shared area box + const TBOX &box) const; + + TBOX bounding_union( // box enclosing both + const TBOX &box) const; + + // Sets the box boundaries to the given coordinates. + void set_to_given_coords(int x_min, int y_min, int x_max, int y_max) { + bot_left.set_x(x_min); + bot_left.set_y(y_min); + top_right.set_x(x_max); + top_right.set_y(y_max); + } + + void print() const { // print + tprintf("Bounding box=(%d,%d)->(%d,%d)\n", + left(), bottom(), right(), top()); + } + // Appends the bounding box as (%d,%d)->(%d,%d) to a STRING. + void print_to_str(STRING *str) const; + +#ifndef GRAPHICS_DISABLED + void plot( // use current settings + ScrollView* fd) const { // where to paint + fd->Rectangle(bot_left.x (), bot_left.y (), top_right.x (), + top_right.y ()); + } + + void plot( // paint box + ScrollView* fd, // where to paint + ScrollView::Color fill_colour, // colour for inside + ScrollView::Color border_colour) const; // colour for border +#endif + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + friend TBOX& operator+=(TBOX&, const TBOX&); + // in place union + friend TBOX& operator&=(TBOX&, const TBOX&); + // in place intersection + + private: + ICOORD bot_left; // bottom left corner + ICOORD top_right; // top right corner +}; + +/********************************************************************** + * TBOX::TBOX() Constructor from 1 FCOORD + * + **********************************************************************/ + +inline TBOX::TBOX( // constructor + const FCOORD pt // floating centre + ) { + bot_left = ICOORD ((inT16) floor (pt.x ()), (inT16) floor (pt.y ())); + top_right = ICOORD ((inT16) ceil (pt.x ()), (inT16) ceil (pt.y ())); +} + + +/********************************************************************** + * TBOX::contains() Is point within box + * + **********************************************************************/ + +inline bool TBOX::contains(const FCOORD pt) const { + return ((pt.x () >= bot_left.x ()) && + (pt.x () <= top_right.x ()) && + (pt.y () >= bot_left.y ()) && (pt.y () <= top_right.y ())); +} + + +/********************************************************************** + * TBOX::contains() Is box within box + * + **********************************************************************/ + +inline bool TBOX::contains(const TBOX &box) const { + return (contains (box.bot_left) && contains (box.top_right)); +} + + +/********************************************************************** + * TBOX::overlap() Do two boxes overlap? + * + **********************************************************************/ + +inline bool TBOX::overlap( // do boxes overlap + const TBOX &box) const { + return ((box.bot_left.x () <= top_right.x ()) && + (box.top_right.x () >= bot_left.x ()) && + (box.bot_left.y () <= top_right.y ()) && + (box.top_right.y () >= bot_left.y ())); +} + +/********************************************************************** + * TBOX::major_overlap() Do two boxes overlap by at least half of the smallest? + * + **********************************************************************/ + +inline bool TBOX::major_overlap( // Do boxes overlap more that half. + const TBOX &box) const { + int overlap = MIN(box.top_right.x(), top_right.x()); + overlap -= MAX(box.bot_left.x(), bot_left.x()); + overlap += overlap; + if (overlap < MIN(box.width(), width())) + return false; + overlap = MIN(box.top_right.y(), top_right.y()); + overlap -= MAX(box.bot_left.y(), bot_left.y()); + overlap += overlap; + if (overlap < MIN(box.height(), height())) + return false; + return true; +} + +/********************************************************************** + * TBOX::overlap_fraction() Fraction of area covered by the other box + * + **********************************************************************/ + +inline double TBOX::overlap_fraction(const TBOX &box) const { + double fraction = 0.0; + if (this->area()) { + fraction = this->intersection(box).area() * 1.0 / this->area(); + } + return fraction; +} + +/********************************************************************** + * TBOX::x_overlap() Do two boxes overlap on x-axis + * + **********************************************************************/ + +inline bool TBOX::x_overlap(const TBOX &box) const { + return ((box.bot_left.x() <= top_right.x()) && + (box.top_right.x() >= bot_left.x())); +} + +/********************************************************************** + * TBOX::major_x_overlap() Do two boxes overlap by more than half the + * width of the narrower box on the x-axis + * + **********************************************************************/ + +inline bool TBOX::major_x_overlap(const TBOX &box) const { + inT16 overlap = box.width(); + if (this->left() > box.left()) { + overlap -= this->left() - box.left(); + } + if (this->right() < box.right()) { + overlap -= box.right() - this->right(); + } + return (overlap >= box.width() / 2 || overlap >= this->width() / 2); +} + +/********************************************************************** + * TBOX::y_overlap() Do two boxes overlap on y-axis + * + **********************************************************************/ + +inline bool TBOX::y_overlap(const TBOX &box) const { + return ((box.bot_left.y() <= top_right.y()) && + (box.top_right.y() >= bot_left.y())); +} + +/********************************************************************** + * TBOX::major_y_overlap() Do two boxes overlap by more than half the + * height of the shorter box on the y-axis + * + **********************************************************************/ + +inline bool TBOX::major_y_overlap(const TBOX &box) const { + inT16 overlap = box.height(); + if (this->bottom() > box.bottom()) { + overlap -= this->bottom() - box.bottom(); + } + if (this->top() < box.top()) { + overlap -= box.top() - this->top(); + } + return (overlap >= box.height() / 2 || overlap >= this->height() / 2); +} + +/********************************************************************** + * TBOX::x_overlap_fraction() Calculates the horizontal overlap of the + * given boxes as a fraction of this boxes + * width. + * + **********************************************************************/ + +inline double TBOX::x_overlap_fraction(const TBOX& other) const { + int low = MAX(left(), other.left()); + int high = MIN(right(), other.right()); + int width = right() - left(); + if (width == 0) { + int x = left(); + if (other.left() <= x && x <= other.right()) + return 1.0; + else + return 0.0; + } else { + return MAX(0, static_cast(high - low) / width); + } +} + +/********************************************************************** + * TBOX::y_overlap_fraction() Calculates the vertical overlap of the + * given boxes as a fraction of this boxes + * height. + * + **********************************************************************/ + +inline double TBOX::y_overlap_fraction(const TBOX& other) const { + int low = MAX(bottom(), other.bottom()); + int high = MIN(top(), other.top()); + int height = top() - bottom(); + if (height == 0) { + int y = bottom(); + if (other.bottom() <= y && y <= other.top()) + return 1.0; + else + return 0.0; + } else { + return MAX(0, static_cast(high - low) / height); + } +} + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/rejctmap.cpp b/3rdparty/hgOCR/include/ccstruct/rejctmap.cpp new file mode 100644 index 00000000..a2910675 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/rejctmap.cpp @@ -0,0 +1,521 @@ +/********************************************************************** + * File: rejctmap.cpp (Formerly rejmap.c) + * Description: REJ and REJMAP class functions. + * Author: Phil Cheatle + * Created: Thu Jun 9 13:46:38 BST 1994 + * + * (C) Copyright 1994, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "host.h" +#include "rejctmap.h" +#include "params.h" + +BOOL8 REJ::perm_rejected() { //Is char perm reject? + return (flag (R_TESS_FAILURE) || + flag (R_SMALL_XHT) || + flag (R_EDGE_CHAR) || + flag (R_1IL_CONFLICT) || + flag (R_POSTNN_1IL) || + flag (R_REJ_CBLOB) || + flag (R_BAD_REPETITION) || flag (R_MM_REJECT)); +} + + +BOOL8 REJ::rej_before_nn_accept() { + return flag (R_POOR_MATCH) || + flag (R_NOT_TESS_ACCEPTED) || + flag (R_CONTAINS_BLANKS) || flag (R_BAD_PERMUTER); +} + + +BOOL8 REJ::rej_between_nn_and_mm() { + return flag (R_HYPHEN) || + flag (R_DUBIOUS) || + flag (R_NO_ALPHANUMS) || flag (R_MOSTLY_REJ) || flag (R_XHT_FIXUP); +} + + +BOOL8 REJ::rej_between_mm_and_quality_accept() { + return flag (R_BAD_QUALITY); +} + + +BOOL8 REJ::rej_between_quality_and_minimal_rej_accept() { + return flag (R_DOC_REJ) || + flag (R_BLOCK_REJ) || flag (R_ROW_REJ) || flag (R_UNLV_REJ); +} + + +BOOL8 REJ::rej_before_mm_accept() { + return rej_between_nn_and_mm () || + (rej_before_nn_accept () && + !flag (R_NN_ACCEPT) && !flag (R_HYPHEN_ACCEPT)); +} + + +BOOL8 REJ::rej_before_quality_accept() { + return rej_between_mm_and_quality_accept () || + (!flag (R_MM_ACCEPT) && rej_before_mm_accept ()); +} + + +BOOL8 REJ::rejected() { //Is char rejected? + if (flag (R_MINIMAL_REJ_ACCEPT)) + return FALSE; + else + return (perm_rejected () || + rej_between_quality_and_minimal_rej_accept () || + (!flag (R_QUALITY_ACCEPT) && rej_before_quality_accept ())); +} + + +BOOL8 REJ::accept_if_good_quality() { //potential rej? + return (rejected () && + !perm_rejected () && + flag (R_BAD_PERMUTER) && + !flag (R_POOR_MATCH) && + !flag (R_NOT_TESS_ACCEPTED) && + !flag (R_CONTAINS_BLANKS) && + (!rej_between_nn_and_mm () && + !rej_between_mm_and_quality_accept () && + !rej_between_quality_and_minimal_rej_accept ())); +} + + +void REJ::setrej_tess_failure() { //Tess generated blank + set_flag(R_TESS_FAILURE); +} + + +void REJ::setrej_small_xht() { //Small xht char/wd + set_flag(R_SMALL_XHT); +} + + +void REJ::setrej_edge_char() { //Close to image edge + set_flag(R_EDGE_CHAR); +} + + +void REJ::setrej_1Il_conflict() { //Initial reject map + set_flag(R_1IL_CONFLICT); +} + + +void REJ::setrej_postNN_1Il() { //1Il after NN + set_flag(R_POSTNN_1IL); +} + + +void REJ::setrej_rej_cblob() { //Insert duff blob + set_flag(R_REJ_CBLOB); +} + + +void REJ::setrej_mm_reject() { //Matrix matcher + set_flag(R_MM_REJECT); +} + + +void REJ::setrej_bad_repetition() { //Odd repeated char + set_flag(R_BAD_REPETITION); +} + + +void REJ::setrej_poor_match() { //Failed Rays heuristic + set_flag(R_POOR_MATCH); +} + + +void REJ::setrej_not_tess_accepted() { + //TEMP reject_word + set_flag(R_NOT_TESS_ACCEPTED); +} + + +void REJ::setrej_contains_blanks() { + //TEMP reject_word + set_flag(R_CONTAINS_BLANKS); +} + + +void REJ::setrej_bad_permuter() { //POTENTIAL reject_word + set_flag(R_BAD_PERMUTER); +} + + +void REJ::setrej_hyphen() { //PostNN dubious hyphen or . + set_flag(R_HYPHEN); +} + + +void REJ::setrej_dubious() { //PostNN dubious limit + set_flag(R_DUBIOUS); +} + + +void REJ::setrej_no_alphanums() { //TEMP reject_word + set_flag(R_NO_ALPHANUMS); +} + + +void REJ::setrej_mostly_rej() { //TEMP reject_word + set_flag(R_MOSTLY_REJ); +} + + +void REJ::setrej_xht_fixup() { //xht fixup + set_flag(R_XHT_FIXUP); +} + + +void REJ::setrej_bad_quality() { //TEMP reject_word + set_flag(R_BAD_QUALITY); +} + + +void REJ::setrej_doc_rej() { //TEMP reject_word + set_flag(R_DOC_REJ); +} + + +void REJ::setrej_block_rej() { //TEMP reject_word + set_flag(R_BLOCK_REJ); +} + + +void REJ::setrej_row_rej() { //TEMP reject_word + set_flag(R_ROW_REJ); +} + + +void REJ::setrej_unlv_rej() { //TEMP reject_word + set_flag(R_UNLV_REJ); +} + + +void REJ::setrej_hyphen_accept() { //NN Flipped a char + set_flag(R_HYPHEN_ACCEPT); +} + + +void REJ::setrej_nn_accept() { //NN Flipped a char + set_flag(R_NN_ACCEPT); +} + + +void REJ::setrej_mm_accept() { //Matrix matcher + set_flag(R_MM_ACCEPT); +} + + +void REJ::setrej_quality_accept() { //Quality flip a char + set_flag(R_QUALITY_ACCEPT); +} + + +void REJ::setrej_minimal_rej_accept() { + //Accept all except blank + set_flag(R_MINIMAL_REJ_ACCEPT); +} + + +void REJ::full_print(FILE *fp) { + fprintf (fp, "R_TESS_FAILURE: %s\n", flag (R_TESS_FAILURE) ? "T" : "F"); + fprintf (fp, "R_SMALL_XHT: %s\n", flag (R_SMALL_XHT) ? "T" : "F"); + fprintf (fp, "R_EDGE_CHAR: %s\n", flag (R_EDGE_CHAR) ? "T" : "F"); + fprintf (fp, "R_1IL_CONFLICT: %s\n", flag (R_1IL_CONFLICT) ? "T" : "F"); + fprintf (fp, "R_POSTNN_1IL: %s\n", flag (R_POSTNN_1IL) ? "T" : "F"); + fprintf (fp, "R_REJ_CBLOB: %s\n", flag (R_REJ_CBLOB) ? "T" : "F"); + fprintf (fp, "R_MM_REJECT: %s\n", flag (R_MM_REJECT) ? "T" : "F"); + fprintf (fp, "R_BAD_REPETITION: %s\n", flag (R_BAD_REPETITION) ? "T" : "F"); + fprintf (fp, "R_POOR_MATCH: %s\n", flag (R_POOR_MATCH) ? "T" : "F"); + fprintf (fp, "R_NOT_TESS_ACCEPTED: %s\n", + flag (R_NOT_TESS_ACCEPTED) ? "T" : "F"); + fprintf (fp, "R_CONTAINS_BLANKS: %s\n", + flag (R_CONTAINS_BLANKS) ? "T" : "F"); + fprintf (fp, "R_BAD_PERMUTER: %s\n", flag (R_BAD_PERMUTER) ? "T" : "F"); + fprintf (fp, "R_HYPHEN: %s\n", flag (R_HYPHEN) ? "T" : "F"); + fprintf (fp, "R_DUBIOUS: %s\n", flag (R_DUBIOUS) ? "T" : "F"); + fprintf (fp, "R_NO_ALPHANUMS: %s\n", flag (R_NO_ALPHANUMS) ? "T" : "F"); + fprintf (fp, "R_MOSTLY_REJ: %s\n", flag (R_MOSTLY_REJ) ? "T" : "F"); + fprintf (fp, "R_XHT_FIXUP: %s\n", flag (R_XHT_FIXUP) ? "T" : "F"); + fprintf (fp, "R_BAD_QUALITY: %s\n", flag (R_BAD_QUALITY) ? "T" : "F"); + fprintf (fp, "R_DOC_REJ: %s\n", flag (R_DOC_REJ) ? "T" : "F"); + fprintf (fp, "R_BLOCK_REJ: %s\n", flag (R_BLOCK_REJ) ? "T" : "F"); + fprintf (fp, "R_ROW_REJ: %s\n", flag (R_ROW_REJ) ? "T" : "F"); + fprintf (fp, "R_UNLV_REJ: %s\n", flag (R_UNLV_REJ) ? "T" : "F"); + fprintf (fp, "R_HYPHEN_ACCEPT: %s\n", flag (R_HYPHEN_ACCEPT) ? "T" : "F"); + fprintf (fp, "R_NN_ACCEPT: %s\n", flag (R_NN_ACCEPT) ? "T" : "F"); + fprintf (fp, "R_MM_ACCEPT: %s\n", flag (R_MM_ACCEPT) ? "T" : "F"); + fprintf (fp, "R_QUALITY_ACCEPT: %s\n", flag (R_QUALITY_ACCEPT) ? "T" : "F"); + fprintf (fp, "R_MINIMAL_REJ_ACCEPT: %s\n", + flag (R_MINIMAL_REJ_ACCEPT) ? "T" : "F"); +} + + +//The REJMAP class has been hacked to use alloc_struct instead of new []. +//This is to reduce memory fragmentation only as it is rather kludgy. +//alloc_struct by-passes the call to the constructor of REJ on each +//array element. Although the constructor is empty, the BITS16 members +//do have a constructor which sets all the flags to 0. The memset +//replaces this functionality. + +REJMAP::REJMAP( //classwise copy + const REJMAP &source) { + REJ *to; + REJ *from = source.ptr; + int i; + + len = source.length (); + + if (len > 0) { + ptr = (REJ *) alloc_struct (len * sizeof (REJ), "REJ"); + to = ptr; + for (i = 0; i < len; i++) { + *to = *from; + to++; + from++; + } + } + else + ptr = NULL; +} + + +REJMAP & REJMAP::operator= ( //assign REJMAP +const REJMAP & source //from this +) { + REJ * + to; + REJ * + from = source.ptr; + int + i; + + initialise (source.len); + to = ptr; + for (i = 0; i < len; i++) { + *to = *from; + to++; + from++; + } + return *this; +} + + +void REJMAP::initialise( //Redefine map + inT16 length) { + if (ptr != NULL) + free_struct (ptr, len * sizeof (REJ), "REJ"); + len = length; + if (len > 0) + ptr = (REJ *) memset (alloc_struct (len * sizeof (REJ), "REJ"), + 0, len * sizeof (REJ)); + else + ptr = NULL; +} + + +inT16 REJMAP::accept_count() { //How many accepted? + int i; + inT16 count = 0; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted ()) + count++; + } + return count; +} + + +BOOL8 REJMAP::recoverable_rejects() { //Any non perm rejs? + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].recoverable ()) + return TRUE; + } + return FALSE; +} + + +BOOL8 REJMAP::quality_recoverable_rejects() { //Any potential rejs? + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accept_if_good_quality ()) + return TRUE; + } + return FALSE; +} + + +void REJMAP::remove_pos( //Cut out an element + inT16 pos //element to remove + ) { + REJ *new_ptr; //new, smaller map + int i; + + ASSERT_HOST (pos >= 0); + ASSERT_HOST (pos < len); + ASSERT_HOST (len > 0); + + len--; + if (len > 0) + new_ptr = (REJ *) memset (alloc_struct (len * sizeof (REJ), "REJ"), + 0, len * sizeof (REJ)); + else + new_ptr = NULL; + + for (i = 0; i < pos; i++) + new_ptr[i] = ptr[i]; //copy pre pos + + for (; pos < len; pos++) + new_ptr[pos] = ptr[pos + 1]; //copy post pos + + //delete old map + free_struct (ptr, (len + 1) * sizeof (REJ), "REJ"); + ptr = new_ptr; +} + + +void REJMAP::print(FILE *fp) { + int i; + char buff[512]; + + for (i = 0; i < len; i++) { + buff[i] = ptr[i].display_char (); + } + buff[i] = '\0'; + fprintf (fp, "\"%s\"", buff); +} + + +void REJMAP::full_print(FILE *fp) { + int i; + + for (i = 0; i < len; i++) { + ptr[i].full_print (fp); + fprintf (fp, "\n"); + } +} + + +void REJMAP::rej_word_small_xht() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + ptr[i].setrej_small_xht (); + } +} + + +void REJMAP::rej_word_tess_failure() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + ptr[i].setrej_tess_failure (); + } +} + + +void REJMAP::rej_word_not_tess_accepted() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_not_tess_accepted(); + } +} + + +void REJMAP::rej_word_contains_blanks() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_contains_blanks(); + } +} + + +void REJMAP::rej_word_bad_permuter() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_bad_permuter (); + } +} + + +void REJMAP::rej_word_xht_fixup() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_xht_fixup(); + } +} + + +void REJMAP::rej_word_no_alphanums() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_no_alphanums(); + } +} + + +void REJMAP::rej_word_mostly_rej() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_mostly_rej(); + } +} + + +void REJMAP::rej_word_bad_quality() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_bad_quality(); + } +} + + +void REJMAP::rej_word_doc_rej() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_doc_rej(); + } +} + + +void REJMAP::rej_word_block_rej() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_block_rej(); + } +} + + +void REJMAP::rej_word_row_rej() { //Reject whole word + int i; + + for (i = 0; i < len; i++) { + if (ptr[i].accepted()) ptr[i].setrej_row_rej(); + } +} diff --git a/3rdparty/hgOCR/include/ccstruct/rejctmap.h b/3rdparty/hgOCR/include/ccstruct/rejctmap.h new file mode 100644 index 00000000..009ba58a --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/rejctmap.h @@ -0,0 +1,276 @@ +/********************************************************************** + * File: rejctmap.h (Formerly rejmap.h) + * Description: REJ and REJMAP class functions. + * Author: Phil Cheatle + * Created: Thu Jun 9 13:46:38 BST 1994 + * + * (C) Copyright 1994, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + +This module may look unnecessarily verbose, but here's the philosophy... + +ALL processing of the reject map is done in this module. There are lots of +separate calls to set reject/accept flags. These have DELIBERATELY been kept +distinct so that this module can decide what to do. + +Basically, there is a flag for each sort of rejection or acceptance. This +provides a history of what has happened to EACH character. + +Determining whether a character is CURRENTLY rejected depends on implicit +understanding of the SEQUENCE of possible calls. The flags are defined and +grouped in the REJ_FLAGS enum. These groupings are used in determining a +characters CURRENT rejection status. Basically, a character is ACCEPTED if + + none of the permanent rej flags are set + AND ( the character has never been rejected + OR an accept flag is set which is LATER than the latest reject flag ) + +IT IS FUNDAMENTAL THAT ANYONE HACKING THIS CODE UNDERSTANDS THE SIGNIFICANCE +OF THIS IMPLIED TEMPORAL ORDERING OF THE FLAGS!!!! +**********************************************************************/ + +#ifndef REJCTMAP_H +#define REJCTMAP_H + +#ifdef __UNIX__ +#include +#endif +#include "memry.h" +#include "bits16.h" +#include "params.h" + +enum REJ_FLAGS { + /* Reject modes which are NEVER overridden */ + R_TESS_FAILURE, // PERM Tess didn't classify + R_SMALL_XHT, // PERM Xht too small + R_EDGE_CHAR, // PERM Too close to edge of image + R_1IL_CONFLICT, // PERM 1Il confusion + R_POSTNN_1IL, // PERM 1Il unrejected by NN + R_REJ_CBLOB, // PERM Odd blob + R_MM_REJECT, // PERM Matrix match rejection (m's) + R_BAD_REPETITION, // TEMP Repeated char which doesn't match trend + + /* Initial reject modes (pre NN_ACCEPT) */ + R_POOR_MATCH, // TEMP Ray's original heuristic (Not used) + R_NOT_TESS_ACCEPTED, // TEMP Tess didn't accept WERD + R_CONTAINS_BLANKS, // TEMP Tess failed on other chs in WERD + R_BAD_PERMUTER, // POTENTIAL Bad permuter for WERD + + /* Reject modes generated after NN_ACCEPT but before MM_ACCEPT */ + R_HYPHEN, // TEMP Post NN dodgy hyphen or full stop + R_DUBIOUS, // TEMP Post NN dodgy chars + R_NO_ALPHANUMS, // TEMP No alphanumerics in word after NN + R_MOSTLY_REJ, // TEMP Most of word rejected so rej the rest + R_XHT_FIXUP, // TEMP Xht tests unsure + + /* Reject modes generated after MM_ACCEPT but before QUALITY_ACCEPT */ + R_BAD_QUALITY, // TEMP Quality metrics bad for WERD + + /* Reject modes generated after QUALITY_ACCEPT but before MINIMAL_REJ accep*/ + R_DOC_REJ, // TEMP Document rejection + R_BLOCK_REJ, // TEMP Block rejection + R_ROW_REJ, // TEMP Row rejection + R_UNLV_REJ, // TEMP ~ turned to - or ^ turned to space + + /* Accept modes which occur between the above rejection groups */ + R_NN_ACCEPT, // NN acceptance + R_HYPHEN_ACCEPT, // Hyphen acceptance + R_MM_ACCEPT, // Matrix match acceptance + R_QUALITY_ACCEPT, // Accept word in good quality doc + R_MINIMAL_REJ_ACCEPT // Accept EVERYTHING except tess failures +}; + +/* REJECT MAP VALUES */ + +#define MAP_ACCEPT '1' +#define MAP_REJECT_PERM '0' +#define MAP_REJECT_TEMP '2' +#define MAP_REJECT_POTENTIAL '3' + +class REJ +{ + BITS16 flags1; + BITS16 flags2; + + void set_flag(REJ_FLAGS rej_flag) { + if (rej_flag < 16) + flags1.turn_on_bit (rej_flag); + else + flags2.turn_on_bit (rej_flag - 16); + } + + BOOL8 rej_before_nn_accept(); + BOOL8 rej_between_nn_and_mm(); + BOOL8 rej_between_mm_and_quality_accept(); + BOOL8 rej_between_quality_and_minimal_rej_accept(); + BOOL8 rej_before_mm_accept(); + BOOL8 rej_before_quality_accept(); + + public: + REJ() { //constructor + } + + REJ( //classwise copy + const REJ &source) { + flags1 = source.flags1; + flags2 = source.flags2; + } + + REJ & operator= ( //assign REJ + const REJ & source) { //from this + flags1 = source.flags1; + flags2 = source.flags2; + return *this; + } + + BOOL8 flag(REJ_FLAGS rej_flag) { + if (rej_flag < 16) + return flags1.bit (rej_flag); + else + return flags2.bit (rej_flag - 16); + } + + char display_char() { + if (perm_rejected ()) + return MAP_REJECT_PERM; + else if (accept_if_good_quality ()) + return MAP_REJECT_POTENTIAL; + else if (rejected ()) + return MAP_REJECT_TEMP; + else + return MAP_ACCEPT; + } + + BOOL8 perm_rejected(); //Is char perm reject? + + BOOL8 rejected(); //Is char rejected? + + BOOL8 accepted() { //Is char accepted? + return !rejected (); + } + + //potential rej? + BOOL8 accept_if_good_quality(); + + BOOL8 recoverable() { + return (rejected () && !perm_rejected ()); + } + + void setrej_tess_failure(); //Tess generated blank + void setrej_small_xht(); //Small xht char/wd + void setrej_edge_char(); //Close to image edge + void setrej_1Il_conflict(); //Initial reject map + void setrej_postNN_1Il(); //1Il after NN + void setrej_rej_cblob(); //Insert duff blob + void setrej_mm_reject(); //Matrix matcher + //Odd repeated char + void setrej_bad_repetition(); + void setrej_poor_match(); //Failed Rays heuristic + //TEMP reject_word + void setrej_not_tess_accepted(); + //TEMP reject_word + void setrej_contains_blanks(); + void setrej_bad_permuter(); //POTENTIAL reject_word + void setrej_hyphen(); //PostNN dubious hyph or . + void setrej_dubious(); //PostNN dubious limit + void setrej_no_alphanums(); //TEMP reject_word + void setrej_mostly_rej(); //TEMP reject_word + void setrej_xht_fixup(); //xht fixup + void setrej_bad_quality(); //TEMP reject_word + void setrej_doc_rej(); //TEMP reject_word + void setrej_block_rej(); //TEMP reject_word + void setrej_row_rej(); //TEMP reject_word + void setrej_unlv_rej(); //TEMP reject_word + void setrej_nn_accept(); //NN Flipped a char + void setrej_hyphen_accept(); //Good aspect ratio + void setrej_mm_accept(); //Matrix matcher + //Quality flip a char + void setrej_quality_accept(); + //Accept all except blank + void setrej_minimal_rej_accept(); + + void full_print(FILE *fp); +}; + +class REJMAP +{ + REJ *ptr; //ptr to the chars + inT16 len; //Number of chars + + public: + REJMAP() { //constructor + ptr = NULL; + len = 0; + } + + REJMAP( //classwise copy + const REJMAP &rejmap); + + REJMAP & operator= ( //assign REJMAP + const REJMAP & source); //from this + + ~REJMAP () { //destructor + if (ptr != NULL) + free_struct (ptr, len * sizeof (REJ), "REJ"); + } + + void initialise( //Redefine map + inT16 length); + + REJ & operator[]( //access function + inT16 index) const //map index + { + ASSERT_HOST (index < len); + return ptr[index]; //no bounds checks + } + + inT32 length() const { //map length + return len; + } + + inT16 accept_count(); //How many accepted? + + inT16 reject_count() { //How many rejects? + return len - accept_count (); + } + + void remove_pos( //Cut out an element + inT16 pos); //element to remove + + void print(FILE *fp); + + void full_print(FILE *fp); + + BOOL8 recoverable_rejects(); //Any non perm rejs? + + BOOL8 quality_recoverable_rejects(); + //Any potential rejs? + + void rej_word_small_xht(); //Reject whole word + //Reject whole word + void rej_word_tess_failure(); + void rej_word_not_tess_accepted(); + //Reject whole word + //Reject whole word + void rej_word_contains_blanks(); + //Reject whole word + void rej_word_bad_permuter(); + void rej_word_xht_fixup(); //Reject whole word + //Reject whole word + void rej_word_no_alphanums(); + void rej_word_mostly_rej(); //Reject whole word + void rej_word_bad_quality(); //Reject whole word + void rej_word_doc_rej(); //Reject whole word + void rej_word_block_rej(); //Reject whole word + void rej_word_row_rej(); //Reject whole word +}; +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/seam.cpp b/3rdparty/hgOCR/include/ccstruct/seam.cpp new file mode 100644 index 00000000..3d70eafc --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/seam.cpp @@ -0,0 +1,280 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: seam.c (Formerly seam.c) + * Description: + * Author: Mark Seaman, OCR Technology + * Created: Fri Oct 16 14:37:00 1987 + * Modified: Fri May 17 16:30:13 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Reusable Software Component + * + * (c) Copyright 1987, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *********************************************************************************/ +/*---------------------------------------------------------------------- + I n c l u d e s +----------------------------------------------------------------------*/ +#include "seam.h" +#include "blobs.h" +#include "tprintf.h" + +/*---------------------------------------------------------------------- + Public Function Code +----------------------------------------------------------------------*/ + +// Returns the bounding box of all the points in the seam. +TBOX SEAM::bounding_box() const { + TBOX box(location_.x, location_.y, location_.x, location_.y); + for (int s = 0; s < num_splits_; ++s) { + box += splits_[s].bounding_box(); + } + return box; +} + +// Returns true if other can be combined into *this. +bool SEAM::CombineableWith(const SEAM& other, int max_x_dist, + float max_total_priority) const { + int dist = location_.x - other.location_.x; + if (-max_x_dist < dist && dist < max_x_dist && + num_splits_ + other.num_splits_ <= kMaxNumSplits && + priority_ + other.priority_ < max_total_priority && + !OverlappingSplits(other) && !SharesPosition(other)) { + return true; + } else { + return false; + } +} + +// Combines other into *this. Only works if CombinableWith returned true. +void SEAM::CombineWith(const SEAM& other) { + priority_ += other.priority_; + location_ += other.location_; + location_ /= 2; + + for (int s = 0; s < other.num_splits_ && num_splits_ < kMaxNumSplits; ++s) + splits_[num_splits_++] = other.splits_[s]; +} + +// Returns true if the splits in *this SEAM appear OK in the sense that they +// do not cross any outlines and do not chop off any ridiculously small +// pieces. +bool SEAM::IsHealthy(const TBLOB& blob, int min_points, int min_area) const { + // TODO(rays) Try testing all the splits. Duplicating original code for now, + // which tested only the first. + return num_splits_ == 0 || splits_[0].IsHealthy(blob, min_points, min_area); +} + +// Computes the widthp_/widthn_ range for all existing SEAMs and for *this +// seam, which is about to be inserted at insert_index. Returns false if +// any of the computations fails, as this indicates an invalid chop. +// widthn_/widthp_ are only changed if modify is true. +bool SEAM::PrepareToInsertSeam(const GenericVector& seams, + const GenericVector& blobs, + int insert_index, bool modify) { + for (int s = 0; s < insert_index; ++s) { + if (!seams[s]->FindBlobWidth(blobs, s, modify)) return false; + } + if (!FindBlobWidth(blobs, insert_index, modify)) return false; + for (int s = insert_index; s < seams.size(); ++s) { + if (!seams[s]->FindBlobWidth(blobs, s + 1, modify)) return false; + } + return true; +} + +// Computes the widthp_/widthn_ range. Returns false if not all the splits +// are accounted for. widthn_/widthp_ are only changed if modify is true. +bool SEAM::FindBlobWidth(const GenericVector& blobs, int index, + bool modify) { + int num_found = 0; + if (modify) { + widthp_ = 0; + widthn_ = 0; + } + for (int s = 0; s < num_splits_; ++s) { + const SPLIT& split = splits_[s]; + bool found_split = split.ContainedByBlob(*blobs[index]); + // Look right. + for (int b = index + 1; !found_split && b < blobs.size(); ++b) { + found_split = split.ContainedByBlob(*blobs[b]); + if (found_split && b - index > widthp_ && modify) widthp_ = b - index; + } + // Look left. + for (int b = index - 1; !found_split && b >= 0; --b) { + found_split = split.ContainedByBlob(*blobs[b]); + if (found_split && index - b > widthn_ && modify) widthn_ = index - b; + } + if (found_split) ++num_found; + } + return num_found == num_splits_; +} + +// Splits this blob into two blobs by applying the splits included in +// *this SEAM +void SEAM::ApplySeam(bool italic_blob, TBLOB* blob, TBLOB* other_blob) const { + for (int s = 0; s < num_splits_; ++s) { + splits_[s].SplitOutlineList(blob->outlines); + } + blob->ComputeBoundingBoxes(); + + divide_blobs(blob, other_blob, italic_blob, location_); + + blob->EliminateDuplicateOutlines(); + other_blob->EliminateDuplicateOutlines(); + + blob->CorrectBlobOrder(other_blob); +} + +// Undoes ApplySeam by removing the seam between these two blobs. +// Produces one blob as a result, and deletes other_blob. +void SEAM::UndoSeam(TBLOB* blob, TBLOB* other_blob) const { + if (blob->outlines == NULL) { + blob->outlines = other_blob->outlines; + other_blob->outlines = NULL; + } + + TESSLINE* outline = blob->outlines; + while (outline->next) outline = outline->next; + outline->next = other_blob->outlines; + other_blob->outlines = NULL; + delete other_blob; + + for (int s = 0; s < num_splits_; ++s) { + splits_[s].UnsplitOutlineList(blob); + } + blob->ComputeBoundingBoxes(); + blob->EliminateDuplicateOutlines(); +} + +// Prints everything in *this SEAM. +void SEAM::Print(const char* label) const { + tprintf(label); + tprintf(" %6.2f @ (%d,%d), p=%d, n=%d ", priority_, location_.x, location_.y, + widthp_, widthn_); + for (int s = 0; s < num_splits_; ++s) { + splits_[s].Print(); + if (s + 1 < num_splits_) tprintf(", "); + } + tprintf("\n"); +} + +// Prints a collection of SEAMs. +/* static */ +void SEAM::PrintSeams(const char* label, const GenericVector& seams) { + if (!seams.empty()) { + tprintf("%s\n", label); + for (int x = 0; x < seams.size(); ++x) { + tprintf("%2d: ", x); + seams[x]->Print(""); + } + tprintf("\n"); + } +} + +#ifndef GRAPHICS_DISABLED +// Draws the seam in the given window. +void SEAM::Mark(ScrollView* window) const { + for (int s = 0; s < num_splits_; ++s) splits_[s].Mark(window); +} +#endif + +// Break up the blobs in this chain so that they are all independent. +// This operation should undo the affect of join_pieces. +/* static */ +void SEAM::BreakPieces(const GenericVector& seams, + const GenericVector& blobs, int first, + int last) { + for (int x = first; x < last; ++x) seams[x]->Reveal(); + + TESSLINE* outline = blobs[first]->outlines; + int next_blob = first + 1; + + while (outline != NULL && next_blob <= last) { + if (outline->next == blobs[next_blob]->outlines) { + outline->next = NULL; + outline = blobs[next_blob]->outlines; + ++next_blob; + } else { + outline = outline->next; + } + } +} + +// Join a group of base level pieces into a single blob that can then +// be classified. +/* static */ +void SEAM::JoinPieces(const GenericVector& seams, + const GenericVector& blobs, int first, int last) { + TESSLINE* outline = blobs[first]->outlines; + if (!outline) + return; + + for (int x = first; x < last; ++x) { + SEAM *seam = seams[x]; + if (x - seam->widthn_ >= first && x + seam->widthp_ < last) seam->Hide(); + while (outline->next) outline = outline->next; + outline->next = blobs[x + 1]->outlines; + } +} + +// Hides the seam so the outlines appear not to be cut by it. +void SEAM::Hide() const { + for (int s = 0; s < num_splits_; ++s) { + splits_[s].Hide(); + } +} + +// Undoes hide, so the outlines are cut by the seam. +void SEAM::Reveal() const { + for (int s = 0; s < num_splits_; ++s) { + splits_[s].Reveal(); + } +} + +// Computes and returns, but does not set, the full priority of *this SEAM. +float SEAM::FullPriority(int xmin, int xmax, double overlap_knob, + int centered_maxwidth, double center_knob, + double width_change_knob) const { + if (num_splits_ == 0) return 0.0f; + for (int s = 1; s < num_splits_; ++s) { + splits_[s].SplitOutline(); + } + float full_priority = + priority_ + + splits_[0].FullPriority(xmin, xmax, overlap_knob, centered_maxwidth, + center_knob, width_change_knob); + for (int s = num_splits_ - 1; s >= 1; --s) { + splits_[s].UnsplitOutlines(); + } + return full_priority; +} + +/** + * @name start_seam_list + * + * Initialize a list of seams that match the original number of blobs + * present in the starting segmentation. Each of the seams created + * by this routine have location information only. + */ +void start_seam_list(TWERD* word, GenericVector* seam_array) { + seam_array->truncate(0); + TPOINT location; + + for (int b = 1; b < word->NumBlobs(); ++b) { + TBOX bbox = word->blobs[b - 1]->bounding_box(); + TBOX nbox = word->blobs[b]->bounding_box(); + location.x = (bbox.right() + nbox.left()) / 2; + location.y = (bbox.bottom() + bbox.top() + nbox.bottom() + nbox.top()) / 4; + seam_array->push_back(new SEAM(0.0f, location)); + } +} diff --git a/3rdparty/hgOCR/include/ccstruct/seam.h b/3rdparty/hgOCR/include/ccstruct/seam.h new file mode 100644 index 00000000..4bafbcb8 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/seam.h @@ -0,0 +1,203 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: seam.h (Formerly seam.h) + * Description: + * Author: Mark Seaman, SW Productivity + * Created: Fri Oct 16 14:37:00 1987 + * Modified: Thu May 16 17:05:52 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Reusable Software Component + * + * (c) Copyright 1987, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *********************************************************************************/ +#ifndef SEAM_H +#define SEAM_H + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +/*---------------------------------------------------------------------- + I n c l u d e s +----------------------------------------------------------------------*/ +#include "blobs.h" +#include "split.h" + +/*---------------------------------------------------------------------- + T y p e s +----------------------------------------------------------------------*/ +typedef float PRIORITY; /* PRIORITY */ + +class SEAM { + public: + // A seam with no splits + SEAM(float priority, const TPOINT& location) + : priority_(priority), + location_(location), + widthp_(0), + widthn_(0), + num_splits_(0) {} + // A seam with a single split point. + SEAM(float priority, const TPOINT& location, const SPLIT& split) + : priority_(priority), + location_(location), + widthp_(0), + widthn_(0), + num_splits_(1) { + splits_[0] = split; + } + // Default copy constructor, operator= and destructor are OK! + + // Accessors. + float priority() const { return priority_; } + void set_priority(float priority) { priority_ = priority; } + bool HasAnySplits() const { return num_splits_ > 0; } + + // Returns the bounding box of all the points in the seam. + TBOX bounding_box() const; + + // Returns true if other can be combined into *this. + bool CombineableWith(const SEAM& other, int max_x_dist, + float max_total_priority) const; + // Combines other into *this. Only works if CombinableWith returned true. + void CombineWith(const SEAM& other); + + // Returns true if the given blob contains all splits of *this SEAM. + bool ContainedByBlob(const TBLOB& blob) const { + for (int s = 0; s < num_splits_; ++s) { + if (!splits_[s].ContainedByBlob(blob)) return false; + } + return true; + } + + // Returns true if the given EDGEPT is used by this SEAM, checking only + // the EDGEPT pointer, not the coordinates. + bool UsesPoint(const EDGEPT* point) const { + for (int s = 0; s < num_splits_; ++s) { + if (splits_[s].UsesPoint(point)) return true; + } + return false; + } + // Returns true if *this and other share any common point, by coordinates. + bool SharesPosition(const SEAM& other) const { + for (int s = 0; s < num_splits_; ++s) { + for (int t = 0; t < other.num_splits_; ++t) + if (splits_[s].SharesPosition(other.splits_[t])) return true; + } + return false; + } + // Returns true if *this and other have any vertically overlapping splits. + bool OverlappingSplits(const SEAM& other) const { + for (int s = 0; s < num_splits_; ++s) { + TBOX split1_box = splits_[s].bounding_box(); + for (int t = 0; t < other.num_splits_; ++t) { + TBOX split2_box = other.splits_[t].bounding_box(); + if (split1_box.y_overlap(split2_box)) return true; + } + } + return false; + } + + // Marks the edgepts used by the seam so the segments made by the cut + // never get split further by another seam in the future. + void Finalize() { + for (int s = 0; s < num_splits_; ++s) { + splits_[s].point1->MarkChop(); + splits_[s].point2->MarkChop(); + } + } + + // Returns true if the splits in *this SEAM appear OK in the sense that they + // do not cross any outlines and do not chop off any ridiculously small + // pieces. + bool IsHealthy(const TBLOB& blob, int min_points, int min_area) const; + + // Computes the widthp_/widthn_ range for all existing SEAMs and for *this + // seam, which is about to be inserted at insert_index. Returns false if + // any of the computations fails, as this indicates an invalid chop. + // widthn_/widthp_ are only changed if modify is true. + bool PrepareToInsertSeam(const GenericVector& seams, + const GenericVector& blobs, int insert_index, + bool modify); + // Computes the widthp_/widthn_ range. Returns false if not all the splits + // are accounted for. widthn_/widthp_ are only changed if modify is true. + bool FindBlobWidth(const GenericVector& blobs, int index, + bool modify); + + // Splits this blob into two blobs by applying the splits included in + // *this SEAM + void ApplySeam(bool italic_blob, TBLOB* blob, TBLOB* other_blob) const; + // Undoes ApplySeam by removing the seam between these two blobs. + // Produces one blob as a result, and deletes other_blob. + void UndoSeam(TBLOB* blob, TBLOB* other_blob) const; + + // Prints everything in *this SEAM. + void Print(const char* label) const; + // Prints a collection of SEAMs. + static void PrintSeams(const char* label, const GenericVector& seams); +#ifndef GRAPHICS_DISABLED + // Draws the seam in the given window. + void Mark(ScrollView* window) const; +#endif + + // Break up the blobs in this chain so that they are all independent. + // This operation should undo the affect of join_pieces. + static void BreakPieces(const GenericVector& seams, + const GenericVector& blobs, int first, + int last); + // Join a group of base level pieces into a single blob that can then + // be classified. + static void JoinPieces(const GenericVector& seams, + const GenericVector& blobs, int first, + int last); + + // Hides the seam so the outlines appear not to be cut by it. + void Hide() const; + // Undoes hide, so the outlines are cut by the seam. + void Reveal() const; + + // Computes and returns, but does not set, the full priority of *this SEAM. + // The arguments here are config parameters defined in Wordrec. Add chop_ + // to the beginning of the name. + float FullPriority(int xmin, int xmax, double overlap_knob, + int centered_maxwidth, double center_knob, + double width_change_knob) const; + + private: + // Maximum number of splits that a SEAM can hold. + static const int kMaxNumSplits = 3; + // Priority of this split. Lower is better. + float priority_; + // Position of the middle of the seam. + TPOINT location_; + // A range such that all splits in *this SEAM are contained within blobs in + // the range [index - widthn_,index + widthp_] where index is the index of + // this SEAM in the seams vector. + inT8 widthp_; + inT8 widthn_; + // Number of splits_ that are used. + inT8 num_splits_; + // Set of pairs of points that are the ends of each split in the SEAM. + SPLIT splits_[kMaxNumSplits]; +}; + +/*---------------------------------------------------------------------- + F u n c t i o n s +----------------------------------------------------------------------*/ + +void start_seam_list(TWERD* word, GenericVector* seam_array); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/split.cpp b/3rdparty/hgOCR/include/ccstruct/split.cpp new file mode 100644 index 00000000..fbbc71f6 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/split.cpp @@ -0,0 +1,330 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: split.c (Formerly split.c) + * Description: + * Author: Mark Seaman, OCR Technology + * Created: Fri Oct 16 14:37:00 1987 + * Modified: Fri May 17 16:27:49 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Reusable Software Component + * + * (c) Copyright 1987, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *************************************************************************/ +/*---------------------------------------------------------------------- + I n c l u d e s +----------------------------------------------------------------------*/ +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "split.h" +#include "coutln.h" +#include "tprintf.h" + +#ifdef __UNIX__ +#include +#endif + +/*---------------------------------------------------------------------- + V a r i a b l e s +----------------------------------------------------------------------*/ +// Limit on the amount of penalty for the chop being off-center. +const int kCenterGradeCap = 25; +// Ridiculously large priority for splits that are no use. +const double kBadPriority = 999.0; + +BOOL_VAR(wordrec_display_splits, 0, "Display splits"); + +// Returns the bounding box of all the points in the split. +TBOX SPLIT::bounding_box() const { + return TBOX( + MIN(point1->pos.x, point2->pos.x), MIN(point1->pos.y, point2->pos.y), + MAX(point1->pos.x, point2->pos.x), MAX(point1->pos.y, point2->pos.y)); +} + +// Hides the SPLIT so the outlines appear not to be cut by it. +void SPLIT::Hide() const { + EDGEPT* edgept = point1; + do { + edgept->Hide(); + edgept = edgept->next; + } while (!edgept->EqualPos(*point2) && edgept != point1); + edgept = point2; + do { + edgept->Hide(); + edgept = edgept->next; + } while (!edgept->EqualPos(*point1) && edgept != point2); +} + +// Undoes hide, so the outlines are cut by the SPLIT. +void SPLIT::Reveal() const { + EDGEPT* edgept = point1; + do { + edgept->Reveal(); + edgept = edgept->next; + } while (!edgept->EqualPos(*point2) && edgept != point1); + edgept = point2; + do { + edgept->Reveal(); + edgept = edgept->next; + } while (!edgept->EqualPos(*point1) && edgept != point2); +} + +// Compute a split priority based on the bounding boxes of the parts. +// The arguments here are config parameters defined in Wordrec. Add chop_ +// to the beginning of the name. +float SPLIT::FullPriority(int xmin, int xmax, double overlap_knob, + int centered_maxwidth, double center_knob, + double width_change_knob) const { + TBOX box1 = Box12(); + TBOX box2 = Box21(); + int min_left = MIN(box1.left(), box2.left()); + int max_right = MAX(box1.right(), box2.right()); + if (xmin < min_left && xmax > max_right) return kBadPriority; + + float grade = 0.0f; + // grade_overlap. + int width1 = box1.width(); + int width2 = box2.width(); + int min_width = MIN(width1, width2); + int overlap = -box1.x_gap(box2); + if (overlap == min_width) { + grade += 100.0f; // Total overlap. + } else { + if (2 * overlap > min_width) overlap += 2 * overlap - min_width; + if (overlap > 0) grade += overlap_knob * overlap; + } + // grade_center_of_blob. + if (width1 <= centered_maxwidth || width2 <= centered_maxwidth) { + grade += MIN(kCenterGradeCap, center_knob * abs(width1 - width2)); + } + // grade_width_change. + float width_change_grade = 20 - (max_right - min_left - MAX(width1, width2)); + if (width_change_grade > 0.0f) + grade += width_change_grade * width_change_knob; + return grade; +} + +// Returns true if *this SPLIT appears OK in the sense that it does not cross +// any outlines and does not chop off any ridiculously small pieces. +bool SPLIT::IsHealthy(const TBLOB& blob, int min_points, int min_area) const { + return !IsLittleChunk(min_points, min_area) && + !blob.SegmentCrossesOutline(point1->pos, point2->pos); +} + +// Returns true if the split generates a small chunk in terms of either area +// or number of points. +bool SPLIT::IsLittleChunk(int min_points, int min_area) const { + if (point1->ShortNonCircularSegment(min_points, point2) && + point1->SegmentArea(point2) < min_area) { + return true; + } + if (point2->ShortNonCircularSegment(min_points, point1) && + point2->SegmentArea(point1) < min_area) { + return true; + } + return false; +} + +/********************************************************************** + * make_edgept + * + * Create an EDGEPT and hook it into an existing list of edge points. + **********************************************************************/ +EDGEPT *make_edgept(int x, int y, EDGEPT *next, EDGEPT *prev) { + EDGEPT *this_edgept; + /* Create point */ + this_edgept = new EDGEPT; + this_edgept->pos.x = x; + this_edgept->pos.y = y; + // Now deal with the src_outline steps. + C_OUTLINE* prev_ol = prev->src_outline; + if (prev_ol != NULL && prev->next == next) { + // Compute the fraction of the segment that is being cut. + FCOORD segment_vec(next->pos.x - prev->pos.x, next->pos.y - prev->pos.y); + FCOORD target_vec(x - prev->pos.x, y - prev->pos.y); + double cut_fraction = target_vec.length() / segment_vec.length(); + // Get the start and end at the step level. + ICOORD step_start = prev_ol->position_at_index(prev->start_step); + int end_step = prev->start_step + prev->step_count; + int step_length = prev_ol->pathlength(); + ICOORD step_end = prev_ol->position_at_index(end_step % step_length); + ICOORD step_vec = step_end - step_start; + double target_length = step_vec.length() * cut_fraction; + // Find the point on the segment that gives the length nearest to target. + int best_step = prev->start_step; + ICOORD total_step(0, 0); + double best_dist = target_length; + for (int s = prev->start_step; s < end_step; ++s) { + total_step += prev_ol->step(s % step_length); + double dist = fabs(target_length - total_step.length()); + if (dist < best_dist) { + best_dist = dist; + best_step = s + 1; + } + } + // The new point is an intermediate point. + this_edgept->src_outline = prev_ol; + this_edgept->step_count = end_step - best_step; + this_edgept->start_step = best_step % step_length; + prev->step_count = best_step - prev->start_step; + } else { + // The new point is poly only. + this_edgept->src_outline = NULL; + this_edgept->step_count = 0; + this_edgept->start_step = 0; + } + /* Hook it up */ + this_edgept->next = next; + this_edgept->prev = prev; + prev->next = this_edgept; + next->prev = this_edgept; + /* Set up vec entries */ + this_edgept->vec.x = this_edgept->next->pos.x - x; + this_edgept->vec.y = this_edgept->next->pos.y - y; + this_edgept->prev->vec.x = x - this_edgept->prev->pos.x; + this_edgept->prev->vec.y = y - this_edgept->prev->pos.y; + return this_edgept; +} + +/********************************************************************** + * remove_edgept + * + * Remove a given EDGEPT from its list and delete it. + **********************************************************************/ +void remove_edgept(EDGEPT *point) { + EDGEPT *prev = point->prev; + EDGEPT *next = point->next; + // Add point's steps onto prev's steps if they are from the same outline. + if (prev->src_outline == point->src_outline && prev->src_outline != NULL) { + prev->step_count += point->step_count; + } + prev->next = next; + next->prev = prev; + prev->vec.x = next->pos.x - prev->pos.x; + prev->vec.y = next->pos.y - prev->pos.y; + delete point; +} + +/********************************************************************** + * Print + * + * Shows the coordinates of both points in a split. + **********************************************************************/ +void SPLIT::Print() const { + tprintf("(%d,%d)--(%d,%d)", point1->pos.x, point1->pos.y, point2->pos.x, + point2->pos.y); +} + +#ifndef GRAPHICS_DISABLED +// Draws the split in the given window. +void SPLIT::Mark(ScrollView* window) const { + window->Pen(ScrollView::GREEN); + window->Line(point1->pos.x, point1->pos.y, point2->pos.x, point2->pos.y); + window->UpdateWindow(); +} +#endif + +// Creates two outlines out of one by splitting the original one in half. +// Inserts the resulting outlines into the given list. +void SPLIT::SplitOutlineList(TESSLINE* outlines) const { + SplitOutline(); + while (outlines->next != NULL) outlines = outlines->next; + + outlines->next = new TESSLINE; + outlines->next->loop = point1; + outlines->next->ComputeBoundingBox(); + + outlines = outlines->next; + + outlines->next = new TESSLINE; + outlines->next->loop = point2; + outlines->next->ComputeBoundingBox(); + + outlines->next->next = NULL; +} + +// Makes a split between these two edge points, but does not affect the +// outlines to which they belong. +void SPLIT::SplitOutline() const { + EDGEPT* temp2 = point2->next; + EDGEPT* temp1 = point1->next; + /* Create two new points */ + EDGEPT* new_point1 = make_edgept(point1->pos.x, point1->pos.y, temp1, point2); + EDGEPT* new_point2 = make_edgept(point2->pos.x, point2->pos.y, temp2, point1); + // point1 and 2 are now cross-over points, so they must have NULL + // src_outlines and give their src_outline information their new + // replacements. + new_point1->src_outline = point1->src_outline; + new_point1->start_step = point1->start_step; + new_point1->step_count = point1->step_count; + new_point2->src_outline = point2->src_outline; + new_point2->start_step = point2->start_step; + new_point2->step_count = point2->step_count; + point1->src_outline = NULL; + point1->start_step = 0; + point1->step_count = 0; + point2->src_outline = NULL; + point2->start_step = 0; + point2->step_count = 0; +} + +// Undoes the effect of SplitOutlineList, correcting the outlines for undoing +// the split, but possibly leaving some duplicate outlines. +void SPLIT::UnsplitOutlineList(TBLOB* blob) const { + /* Modify edge points */ + UnsplitOutlines(); + + TESSLINE* outline1 = new TESSLINE; + outline1->next = blob->outlines; + blob->outlines = outline1; + outline1->loop = point1; + + TESSLINE* outline2 = new TESSLINE; + outline2->next = blob->outlines; + blob->outlines = outline2; + outline2->loop = point2; +} + +// Removes the split that was put between these two points. +void SPLIT::UnsplitOutlines() const { + EDGEPT* tmp1 = point1->next; + EDGEPT* tmp2 = point2->next; + + tmp1->next->prev = point2; + tmp2->next->prev = point1; + + // tmp2 is coincident with point1. point1 takes tmp2's place as tmp2 is + // deleted. + point1->next = tmp2->next; + point1->src_outline = tmp2->src_outline; + point1->start_step = tmp2->start_step; + point1->step_count = tmp2->step_count; + // Likewise point2 takes tmp1's place. + point2->next = tmp1->next; + point2->src_outline = tmp1->src_outline; + point2->start_step = tmp1->start_step; + point2->step_count = tmp1->step_count; + + delete tmp1; + delete tmp2; + + point1->vec.x = point1->next->pos.x - point1->pos.x; + point1->vec.y = point1->next->pos.y - point1->pos.y; + + point2->vec.x = point2->next->pos.x - point2->pos.x; + point2->vec.y = point2->next->pos.y - point2->pos.y; +} diff --git a/3rdparty/hgOCR/include/ccstruct/split.h b/3rdparty/hgOCR/include/ccstruct/split.h new file mode 100644 index 00000000..26424748 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/split.h @@ -0,0 +1,120 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: split.h (Formerly split.h) + * Description: + * Author: Mark Seaman, SW Productivity + * Created: Fri Oct 16 14:37:00 1987 + * Modified: Mon May 13 10:49:23 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Reusable Software Component + * + * (c) Copyright 1987, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *****************************************************************************/ +#ifndef SPLIT_H +#define SPLIT_H + +/*---------------------------------------------------------------------- + I n c l u d e s +----------------------------------------------------------------------*/ +#include "blobs.h" +#include "scrollview.h" + +/*---------------------------------------------------------------------- + T y p e s +----------------------------------------------------------------------*/ +struct SPLIT { + SPLIT() : point1(NULL), point2(NULL) {} + SPLIT(EDGEPT* pt1, EDGEPT* pt2) : point1(pt1), point2(pt2) {} + + // Returns the bounding box of all the points in the split. + TBOX bounding_box() const; + // Returns the bounding box of the outline from point1 to point2. + TBOX Box12() const { return point1->SegmentBox(point2); } + // Returns the bounding box of the outline from point1 to point1. + TBOX Box21() const { return point2->SegmentBox(point1); } + // Returns the bounding box of the out + + // Hides the SPLIT so the outlines appear not to be cut by it. + void Hide() const; + // Undoes hide, so the outlines are cut by the SPLIT. + void Reveal() const; + + // Returns true if the given EDGEPT is used by this SPLIT, checking only + // the EDGEPT pointer, not the coordinates. + bool UsesPoint(const EDGEPT* point) const { + return point1 == point || point2 == point; + } + // Returns true if the other SPLIT has any position shared with *this. + bool SharesPosition(const SPLIT& other) const { + return point1->EqualPos(*other.point1) || point1->EqualPos(*other.point2) || + point2->EqualPos(*other.point1) || point2->EqualPos(*other.point2); + } + // Returns true if both points are contained within the blob. + bool ContainedByBlob(const TBLOB& blob) const { + return blob.Contains(point1->pos) && blob.Contains(point2->pos); + } + // Returns true if both points are contained within the outline. + bool ContainedByOutline(const TESSLINE& outline) const { + return outline.Contains(point1->pos) && outline.Contains(point2->pos); + } + // Compute a split priority based on the bounding boxes of the parts. + // The arguments here are config parameters defined in Wordrec. Add chop_ + // to the beginning of the name. + float FullPriority(int xmin, int xmax, double overlap_knob, + int centered_maxwidth, double center_knob, + double width_change_knob) const; + // Returns true if *this SPLIT appears OK in the sense that it does not cross + // any outlines and does not chop off any ridiculously small pieces. + bool IsHealthy(const TBLOB& blob, int min_points, int min_area) const; + // Returns true if the split generates a small chunk in terms of either area + // or number of points. + bool IsLittleChunk(int min_points, int min_area) const; + + void Print() const; +#ifndef GRAPHICS_DISABLED + // Draws the split in the given window. + void Mark(ScrollView* window) const; +#endif + + // Creates two outlines out of one by splitting the original one in half. + // Inserts the resulting outlines into the given list. + void SplitOutlineList(TESSLINE* outlines) const; + // Makes a split between these two edge points, but does not affect the + // outlines to which they belong. + void SplitOutline() const; + // Undoes the effect of SplitOutlineList, correcting the outlines for undoing + // the split, but possibly leaving some duplicate outlines. + void UnsplitOutlineList(TBLOB* blob) const; + // Removes the split that was put between these two points. + void UnsplitOutlines() const; + + EDGEPT *point1; + EDGEPT *point2; +}; + +/*---------------------------------------------------------------------- + V a r i a b l e s +----------------------------------------------------------------------*/ + +extern BOOL_VAR_H(wordrec_display_splits, 0, "Display splits"); + +/*---------------------------------------------------------------------- + F u n c t i o n s +----------------------------------------------------------------------*/ +EDGEPT *make_edgept(int x, int y, EDGEPT *next, EDGEPT *prev); + +void remove_edgept(EDGEPT *point); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/statistc.cpp b/3rdparty/hgOCR/include/ccstruct/statistc.cpp new file mode 100644 index 00000000..a28217f2 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/statistc.cpp @@ -0,0 +1,782 @@ +/********************************************************************** + * File: statistc.c (Formerly stats.c) + * Description: Simple statistical package for integer values. + * Author: Ray Smith + * Created: Mon Feb 04 16:56:05 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include "statistc.h" +#include +#include +#include +#include "helpers.h" +#include "scrollview.h" +#include "tprintf.h" + +using tesseract::KDPairInc; + +/********************************************************************** + * STATS::STATS + * + * Construct a new stats element by allocating and zeroing the memory. + **********************************************************************/ +STATS::STATS(inT32 min_bucket_value, inT32 max_bucket_value_plus_1) { + if (max_bucket_value_plus_1 <= min_bucket_value) { + min_bucket_value = 0; + max_bucket_value_plus_1 = 1; + } + rangemin_ = min_bucket_value; // setup + rangemax_ = max_bucket_value_plus_1; + buckets_ = new inT32[rangemax_ - rangemin_]; + clear(); +} + +STATS::STATS() { + rangemax_ = 0; + rangemin_ = 0; + buckets_ = NULL; +} + +/********************************************************************** + * STATS::set_range + * + * Alter the range on an existing stats element. + **********************************************************************/ +bool STATS::set_range(inT32 min_bucket_value, inT32 max_bucket_value_plus_1) { + if (max_bucket_value_plus_1 <= min_bucket_value) { + return false; + } + if (rangemax_ - rangemin_ != max_bucket_value_plus_1 - min_bucket_value) { + delete [] buckets_; + buckets_ = new inT32[max_bucket_value_plus_1 - min_bucket_value]; + } + rangemin_ = min_bucket_value; // setup + rangemax_ = max_bucket_value_plus_1; + clear(); // zero it + return true; +} + +/********************************************************************** + * STATS::clear + * + * Clear out the STATS class by zeroing all the buckets. + **********************************************************************/ +void STATS::clear() { // clear out buckets + total_count_ = 0; + if (buckets_ != NULL) + memset(buckets_, 0, (rangemax_ - rangemin_) * sizeof(buckets_[0])); +} + +/********************************************************************** + * STATS::~STATS + * + * Destructor for a stats class. + **********************************************************************/ +STATS::~STATS () { + delete [] buckets_; +} + +/********************************************************************** + * STATS::add + * + * Add a set of samples to (or delete from) a pile. + **********************************************************************/ +void STATS::add(inT32 value, inT32 count) { + if (buckets_ == NULL) { + return; + } + value = ClipToRange(value, rangemin_, rangemax_ - 1); + buckets_[value - rangemin_] += count; + total_count_ += count; // keep count of total +} + +/********************************************************************** + * STATS::mode + * + * Find the mode of a stats class. + **********************************************************************/ +inT32 STATS::mode() const { // get mode of samples + if (buckets_ == NULL) { + return rangemin_; + } + inT32 max = buckets_[0]; // max cell count + inT32 maxindex = 0; // index of max + for (int index = rangemax_ - rangemin_ - 1; index > 0; --index) { + if (buckets_[index] > max) { + max = buckets_[index]; // find biggest + maxindex = index; + } + } + return maxindex + rangemin_; // index of biggest +} + +/********************************************************************** + * STATS::mean + * + * Find the mean of a stats class. + **********************************************************************/ +double STATS::mean() const { //get mean of samples + if (buckets_ == NULL || total_count_ <= 0) { + return static_cast(rangemin_); + } + inT64 sum = 0; + for (int index = rangemax_ - rangemin_ - 1; index >= 0; --index) { + sum += static_cast(index) * buckets_[index]; + } + return static_cast(sum) / total_count_ + rangemin_; +} + +/********************************************************************** + * STATS::sd + * + * Find the standard deviation of a stats class. + **********************************************************************/ +double STATS::sd() const { //standard deviation + if (buckets_ == NULL || total_count_ <= 0) { + return 0.0; + } + inT64 sum = 0; + double sqsum = 0.0; + for (int index = rangemax_ - rangemin_ - 1; index >= 0; --index) { + sum += static_cast(index) * buckets_[index]; + sqsum += static_cast(index) * index * buckets_[index]; + } + double variance = static_cast(sum) / total_count_; + variance = sqsum / total_count_ - variance * variance; + if (variance > 0.0) + return sqrt(variance); + return 0.0; +} + +/********************************************************************** + * STATS::ile + * + * Returns the fractile value such that frac fraction (in [0,1]) of samples + * has a value less than the return value. + **********************************************************************/ +double STATS::ile(double frac) const { + if (buckets_ == NULL || total_count_ == 0) { + return static_cast(rangemin_); + } +#if 0 + // TODO(rays) The existing code doesn't seem to be doing the right thing + // with target a double but this substitute crashes the code that uses it. + // Investigate and fix properly. + int target = IntCastRounded(frac * total_count_); + target = ClipToRange(target, 1, total_count_); +#else + double target = frac * total_count_; + target = ClipToRange(target, 1.0, static_cast(total_count_)); +#endif + int sum = 0; + int index = 0; + for (index = 0; index < rangemax_ - rangemin_ && sum < target; + sum += buckets_[index++]); + if (index > 0) { + ASSERT_HOST(buckets_[index - 1] > 0); + return rangemin_ + index - + static_cast(sum - target) / buckets_[index - 1]; + } else { + return static_cast(rangemin_); + } +} + +/********************************************************************** + * STATS::min_bucket + * + * Find REAL minimum bucket - ile(0.0) isn't necessarily correct + **********************************************************************/ +inT32 STATS::min_bucket() const { // Find min + if (buckets_ == NULL || total_count_ == 0) { + return rangemin_; + } + inT32 min = 0; + for (min = 0; (min < rangemax_ - rangemin_) && (buckets_[min] == 0); min++); + return rangemin_ + min; +} + +/********************************************************************** + * STATS::max_bucket + * + * Find REAL maximum bucket - ile(1.0) isn't necessarily correct + **********************************************************************/ + +inT32 STATS::max_bucket() const { // Find max + if (buckets_ == NULL || total_count_ == 0) { + return rangemin_; + } + inT32 max; + for (max = rangemax_ - rangemin_ - 1; max > 0 && buckets_[max] == 0; max--); + return rangemin_ + max; +} + +/********************************************************************** + * STATS::median + * + * Finds a more useful estimate of median than ile(0.5). + * + * Overcomes a problem with ile() - if the samples are, for example, + * 6,6,13,14 ile(0.5) return 7.0 - when a more useful value would be midway + * between 6 and 13 = 9.5 + **********************************************************************/ +double STATS::median() const { //get median + if (buckets_ == NULL) { + return static_cast(rangemin_); + } + double median = ile(0.5); + int median_pile = static_cast(floor(median)); + if ((total_count_ > 1) && (pile_count(median_pile) == 0)) { + inT32 min_pile; + inT32 max_pile; + /* Find preceding non zero pile */ + for (min_pile = median_pile; pile_count(min_pile) == 0; min_pile--); + /* Find following non zero pile */ + for (max_pile = median_pile; pile_count(max_pile) == 0; max_pile++); + median = (min_pile + max_pile) / 2.0; + } + return median; +} + +/********************************************************************** + * STATS::local_min + * + * Return TRUE if this point is a local min. + **********************************************************************/ +bool STATS::local_min(inT32 x) const { + if (buckets_ == NULL) { + return false; + } + x = ClipToRange(x, rangemin_, rangemax_ - 1) - rangemin_; + if (buckets_[x] == 0) + return true; + inT32 index; // table index + for (index = x - 1; index >= 0 && buckets_[index] == buckets_[x]; --index); + if (index >= 0 && buckets_[index] < buckets_[x]) + return false; + for (index = x + 1; index < rangemax_ - rangemin_ && + buckets_[index] == buckets_[x]; ++index); + if (index < rangemax_ - rangemin_ && buckets_[index] < buckets_[x]) + return false; + else + return true; +} + +/********************************************************************** + * STATS::smooth + * + * Apply a triangular smoothing filter to the stats. + * This makes the modes a bit more useful. + * The factor gives the height of the triangle, i.e. the weight of the + * centre. + **********************************************************************/ +void STATS::smooth(inT32 factor) { + if (buckets_ == NULL || factor < 2) { + return; + } + STATS result(rangemin_, rangemax_); + int entrycount = rangemax_ - rangemin_; + for (int entry = 0; entry < entrycount; entry++) { + //centre weight + int count = buckets_[entry] * factor; + for (int offset = 1; offset < factor; offset++) { + if (entry - offset >= 0) + count += buckets_[entry - offset] * (factor - offset); + if (entry + offset < entrycount) + count += buckets_[entry + offset] * (factor - offset); + } + result.add(entry + rangemin_, count); + } + total_count_ = result.total_count_; + memcpy(buckets_, result.buckets_, entrycount * sizeof(buckets_[0])); +} + +/********************************************************************** + * STATS::cluster + * + * Cluster the samples into max_cluster clusters. + * Each call runs one iteration. The array of clusters must be + * max_clusters+1 in size as cluster 0 is used to indicate which samples + * have been used. + * The return value is the current number of clusters. + **********************************************************************/ + +inT32 STATS::cluster(float lower, // thresholds + float upper, + float multiple, // distance threshold + inT32 max_clusters, // max no to make + STATS *clusters) { // array of clusters + BOOL8 new_cluster; // added one + float *centres; // cluster centres + inT32 entry; // bucket index + inT32 cluster; // cluster index + inT32 best_cluster; // one to assign to + inT32 new_centre = 0; // residual mode + inT32 new_mode; // pile count of new_centre + inT32 count; // pile to place + float dist; // from cluster + float min_dist; // from best_cluster + inT32 cluster_count; // no of clusters + + if (buckets_ == NULL || max_clusters < 1) + return 0; + centres = new float[max_clusters + 1]; + for (cluster_count = 1; cluster_count <= max_clusters + && clusters[cluster_count].buckets_ != NULL + && clusters[cluster_count].total_count_ > 0; + cluster_count++) { + centres[cluster_count] = + static_cast(clusters[cluster_count].ile(0.5)); + new_centre = clusters[cluster_count].mode(); + for (entry = new_centre - 1; centres[cluster_count] - entry < lower + && entry >= rangemin_ + && pile_count(entry) <= pile_count(entry + 1); + entry--) { + count = pile_count(entry) - clusters[0].pile_count(entry); + if (count > 0) { + clusters[cluster_count].add(entry, count); + clusters[0].add (entry, count); + } + } + for (entry = new_centre + 1; entry - centres[cluster_count] < lower + && entry < rangemax_ + && pile_count(entry) <= pile_count(entry - 1); + entry++) { + count = pile_count(entry) - clusters[0].pile_count(entry); + if (count > 0) { + clusters[cluster_count].add(entry, count); + clusters[0].add(entry, count); + } + } + } + cluster_count--; + + if (cluster_count == 0) { + clusters[0].set_range(rangemin_, rangemax_); + } + do { + new_cluster = FALSE; + new_mode = 0; + for (entry = 0; entry < rangemax_ - rangemin_; entry++) { + count = buckets_[entry] - clusters[0].buckets_[entry]; + //remaining pile + if (count > 0) { //any to handle + min_dist = static_cast(MAX_INT32); + best_cluster = 0; + for (cluster = 1; cluster <= cluster_count; cluster++) { + dist = entry + rangemin_ - centres[cluster]; + //find distance + if (dist < 0) + dist = -dist; + if (dist < min_dist) { + min_dist = dist; //find least + best_cluster = cluster; + } + } + if (min_dist > upper //far enough for new + && (best_cluster == 0 + || entry + rangemin_ > centres[best_cluster] * multiple + || entry + rangemin_ < centres[best_cluster] / multiple)) { + if (count > new_mode) { + new_mode = count; + new_centre = entry + rangemin_; + } + } + } + } + // need new and room + if (new_mode > 0 && cluster_count < max_clusters) { + cluster_count++; + new_cluster = TRUE; + if (!clusters[cluster_count].set_range(rangemin_, rangemax_)) { + delete [] centres; + return 0; + } + centres[cluster_count] = static_cast(new_centre); + clusters[cluster_count].add(new_centre, new_mode); + clusters[0].add(new_centre, new_mode); + for (entry = new_centre - 1; centres[cluster_count] - entry < lower + && entry >= rangemin_ + && pile_count (entry) <= pile_count(entry + 1); entry--) { + count = pile_count(entry) - clusters[0].pile_count(entry); + if (count > 0) { + clusters[cluster_count].add(entry, count); + clusters[0].add(entry, count); + } + } + for (entry = new_centre + 1; entry - centres[cluster_count] < lower + && entry < rangemax_ + && pile_count (entry) <= pile_count(entry - 1); entry++) { + count = pile_count(entry) - clusters[0].pile_count(entry); + if (count > 0) { + clusters[cluster_count].add(entry, count); + clusters[0].add (entry, count); + } + } + centres[cluster_count] = + static_cast(clusters[cluster_count].ile(0.5)); + } + } while (new_cluster && cluster_count < max_clusters); + delete [] centres; + return cluster_count; +} + +// Helper tests that the current index is still part of the peak and gathers +// the data into the peak, returning false when the peak is ended. +// src_buckets[index] - used_buckets[index] is the unused part of the histogram. +// prev_count is the histogram count of the previous index on entry and is +// updated to the current index on return. +// total_count and total_value are accumulating the mean of the peak. +static bool GatherPeak(int index, const int* src_buckets, int* used_buckets, + int* prev_count, int* total_count, double* total_value) { + int pile_count = src_buckets[index] - used_buckets[index]; + if (pile_count <= *prev_count && pile_count > 0) { + // Accumulate count and index.count product. + *total_count += pile_count; + *total_value += index * pile_count; + // Mark this index as used + used_buckets[index] = src_buckets[index]; + *prev_count = pile_count; + return true; + } else { + return false; + } +} + +// Finds (at most) the top max_modes modes, well actually the whole peak around +// each mode, returning them in the given modes vector as a pair in order of decreasing total count. +// Since the mean is the key and the count the data in the pair, a single call +// to sort on the output will re-sort by increasing mean of peak if that is +// more useful than decreasing total count. +// Returns the actual number of modes found. +int STATS::top_n_modes(int max_modes, + GenericVector >* modes) const { + if (max_modes <= 0) return 0; + int src_count = rangemax_ - rangemin_; + // Used copies the counts in buckets_ as they get used. + STATS used(rangemin_, rangemax_); + modes->truncate(0); + // Total count of the smallest peak found so far. + int least_count = 1; + // Mode that is used as a seed for each peak + int max_count = 0; + do { + // Find an unused mode. + max_count = 0; + int max_index = 0; + for (int src_index = 0; src_index < src_count; src_index++) { + int pile_count = buckets_[src_index] - used.buckets_[src_index]; + if (pile_count > max_count) { + max_count = pile_count; + max_index = src_index; + } + } + if (max_count > 0) { + // Copy the bucket count to used so it doesn't get found again. + used.buckets_[max_index] = max_count; + // Get the entire peak. + double total_value = max_index * max_count; + int total_count = max_count; + int prev_pile = max_count; + for (int offset = 1; max_index + offset < src_count; ++offset) { + if (!GatherPeak(max_index + offset, buckets_, used.buckets_, + &prev_pile, &total_count, &total_value)) + break; + } + prev_pile = buckets_[max_index]; + for (int offset = 1; max_index - offset >= 0; ++offset) { + if (!GatherPeak(max_index - offset, buckets_, used.buckets_, + &prev_pile, &total_count, &total_value)) + break; + } + if (total_count > least_count || modes->size() < max_modes) { + // We definitely want this mode, so if we have enough discard the least. + if (modes->size() == max_modes) + modes->truncate(max_modes - 1); + int target_index = 0; + // Linear search for the target insertion point. + while (target_index < modes->size() && + (*modes)[target_index].data >= total_count) + ++target_index; + float peak_mean = + static_cast(total_value / total_count + rangemin_); + modes->insert(KDPairInc(peak_mean, total_count), + target_index); + least_count = modes->back().data; + } + } + } while (max_count > 0); + return modes->size(); +} + +/********************************************************************** + * STATS::print + * + * Prints a summary and table of the histogram. + **********************************************************************/ +void STATS::print() const { + if (buckets_ == NULL) { + return; + } + inT32 min = min_bucket() - rangemin_; + inT32 max = max_bucket() - rangemin_; + + int num_printed = 0; + for (int index = min; index <= max; index++) { + if (buckets_[index] != 0) { + tprintf("%4d:%-3d ", rangemin_ + index, buckets_[index]); + if (++num_printed % 8 == 0) + tprintf ("\n"); + } + } + tprintf ("\n"); + print_summary(); +} + + + +/********************************************************************** + * STATS::print_summary + * + * Print a summary of the stats. + **********************************************************************/ +void STATS::print_summary() const { + if (buckets_ == NULL) { + return; + } + inT32 min = min_bucket(); + inT32 max = max_bucket(); + tprintf("Total count=%d\n", total_count_); + tprintf("Min=%.2f Really=%d\n", ile(0.0), min); + tprintf("Lower quartile=%.2f\n", ile(0.25)); + tprintf("Median=%.2f, ile(0.5)=%.2f\n", median(), ile(0.5)); + tprintf("Upper quartile=%.2f\n", ile(0.75)); + tprintf("Max=%.2f Really=%d\n", ile(1.0), max); + tprintf("Range=%d\n", max + 1 - min); + tprintf("Mean= %.2f\n", mean()); + tprintf("SD= %.2f\n", sd()); +} + + +/********************************************************************** + * STATS::plot + * + * Draw a histogram of the stats table. + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +void STATS::plot(ScrollView* window, // to draw in + float xorigin, // bottom left + float yorigin, + float xscale, // one x unit + float yscale, // one y unit + ScrollView::Color colour) const { // colour to draw in + if (buckets_ == NULL) { + return; + } + window->Pen(colour); + + for (int index = 0; index < rangemax_ - rangemin_; index++) { + window->Rectangle( xorigin + xscale * index, yorigin, + xorigin + xscale * (index + 1), + yorigin + yscale * buckets_[index]); + } +} +#endif + + +/********************************************************************** + * STATS::plotline + * + * Draw a histogram of the stats table. (Line only) + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +void STATS::plotline(ScrollView* window, // to draw in + float xorigin, // bottom left + float yorigin, + float xscale, // one x unit + float yscale, // one y unit + ScrollView::Color colour) const { // colour to draw in + if (buckets_ == NULL) { + return; + } + window->Pen(colour); + window->SetCursor(xorigin, yorigin + yscale * buckets_[0]); + for (int index = 0; index < rangemax_ - rangemin_; index++) { + window->DrawTo(xorigin + xscale * index, + yorigin + yscale * buckets_[index]); + } +} +#endif + + +/********************************************************************** + * choose_nth_item + * + * Returns the index of what would b the nth item in the array + * if the members were sorted, without actually sorting. + **********************************************************************/ + +inT32 choose_nth_item(inT32 index, float *array, inT32 count) { + inT32 next_sample; // next one to do + inT32 next_lesser; // space for new + inT32 prev_greater; // last one saved + inT32 equal_count; // no of equal ones + float pivot; // proposed median + float sample; // current sample + + if (count <= 1) + return 0; + if (count == 2) { + if (array[0] < array[1]) { + return index >= 1 ? 1 : 0; + } + else { + return index >= 1 ? 0 : 1; + } + } + else { + if (index < 0) + index = 0; // ensure legal + else if (index >= count) + index = count - 1; + equal_count = (inT32) (rand() % count); + pivot = array[equal_count]; + // fill gap + array[equal_count] = array[0]; + next_lesser = 0; + prev_greater = count; + equal_count = 1; + for (next_sample = 1; next_sample < prev_greater;) { + sample = array[next_sample]; + if (sample < pivot) { + // shuffle + array[next_lesser++] = sample; + next_sample++; + } + else if (sample > pivot) { + prev_greater--; + // juggle + array[next_sample] = array[prev_greater]; + array[prev_greater] = sample; + } + else { + equal_count++; + next_sample++; + } + } + for (next_sample = next_lesser; next_sample < prev_greater;) + array[next_sample++] = pivot; + if (index < next_lesser) + return choose_nth_item (index, array, next_lesser); + else if (index < prev_greater) + return next_lesser; // in equal bracket + else + return choose_nth_item (index - prev_greater, + array + prev_greater, + count - prev_greater) + prev_greater; + } +} + +/********************************************************************** + * choose_nth_item + * + * Returns the index of what would be the nth item in the array + * if the members were sorted, without actually sorting. + **********************************************************************/ +inT32 choose_nth_item(inT32 index, void *array, inT32 count, size_t size, + int (*compar)(const void*, const void*)) { + int result; // of compar + inT32 next_sample; // next one to do + inT32 next_lesser; // space for new + inT32 prev_greater; // last one saved + inT32 equal_count; // no of equal ones + inT32 pivot; // proposed median + + if (count <= 1) + return 0; + if (count == 2) { + if (compar (array, (char *) array + size) < 0) { + return index >= 1 ? 1 : 0; + } + else { + return index >= 1 ? 0 : 1; + } + } + if (index < 0) + index = 0; // ensure legal + else if (index >= count) + index = count - 1; + pivot = (inT32) (rand () % count); + swap_entries (array, size, pivot, 0); + next_lesser = 0; + prev_greater = count; + equal_count = 1; + for (next_sample = 1; next_sample < prev_greater;) { + result = + compar ((char *) array + size * next_sample, + (char *) array + size * next_lesser); + if (result < 0) { + swap_entries (array, size, next_lesser++, next_sample++); + // shuffle + } + else if (result > 0) { + prev_greater--; + swap_entries(array, size, prev_greater, next_sample); + } + else { + equal_count++; + next_sample++; + } + } + if (index < next_lesser) + return choose_nth_item (index, array, next_lesser, size, compar); + else if (index < prev_greater) + return next_lesser; // in equal bracket + else + return choose_nth_item (index - prev_greater, + (char *) array + size * prev_greater, + count - prev_greater, size, + compar) + prev_greater; +} + +/********************************************************************** + * swap_entries + * + * Swap 2 entries of arbitrary size in-place in a table. + **********************************************************************/ +void swap_entries(void *array, // array of entries + size_t size, // size of entry + inT32 index1, // entries to swap + inT32 index2) { + char tmp; + char *ptr1; // to entries + char *ptr2; + size_t count; // of bytes + + ptr1 = reinterpret_cast(array) + index1 * size; + ptr2 = reinterpret_cast(array) + index2 * size; + for (count = 0; count < size; count++) { + tmp = *ptr1; + *ptr1++ = *ptr2; + *ptr2++ = tmp; // tedious! + } +} diff --git a/3rdparty/hgOCR/include/ccstruct/statistc.h b/3rdparty/hgOCR/include/ccstruct/statistc.h new file mode 100644 index 00000000..96bd9e39 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/statistc.h @@ -0,0 +1,169 @@ +/********************************************************************** + * File: statistc.h (Formerly stats.h) + * Description: Class description for STATS class. + * Author: Ray Smith + * Created: Mon Feb 04 16:19:07 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCSTRUCT_STATISTC_H_ +#define TESSERACT_CCSTRUCT_STATISTC_H_ + +#include +#include "host.h" +#include "kdpair.h" +#include "scrollview.h" + +template class GenericVector; + + +// Simple histogram-based statistics for integer values in a known +// range, such that the range is small compared to the number of samples. +class STATS { + public: + // The histogram buckets are in the range + // [min_bucket_value, max_bucket_value_plus_1 - 1] i.e. + // [min_bucket_value, max_bucket_value]. + // Any data under min_bucket value is silently mapped to min_bucket_value, + // and likewise, any data over max_bucket_value is silently mapped to + // max_bucket_value. + // In the internal array, min_bucket_value maps to 0 and + // max_bucket_value_plus_1 - min_bucket_value to the array size. + // TODO(rays) This is ugly. Convert the second argument to + // max_bucket_value and all the code that uses it. + STATS(inT32 min_bucket_value, inT32 max_bucket_value_plus_1); + STATS(); // empty for arrays + + ~STATS(); + + // (Re)Sets the range and clears the counts. + // See the constructor for info on max and min values. + bool set_range(inT32 min_bucket_value, inT32 max_bucket_value_plus_1); + + void clear(); // empty buckets + + void add(inT32 value, inT32 count); + + // "Accessors" return various statistics on the data. + inT32 mode() const; // get mode of samples + double mean() const; // get mean of samples + double sd() const; // standard deviation + // Returns the fractile value such that frac fraction (in [0,1]) of samples + // has a value less than the return value. + double ile(double frac) const; + // Returns the minimum used entry in the histogram (ie the minimum of the + // data, NOT the minimum of the supplied range, nor is it an index.) + // Would normally be called min(), but that is a reserved word in VC++. + inT32 min_bucket() const; // Find min + // Returns the maximum used entry in the histogram (ie the maximum of the + // data, NOT the maximum of the supplied range, nor is it an index.) + inT32 max_bucket() const; // Find max + // Finds a more useful estimate of median than ile(0.5). + // Overcomes a problem with ile() - if the samples are, for example, + // 6,6,13,14 ile(0.5) return 7.0 - when a more useful value would be midway + // between 6 and 13 = 9.5 + double median() const; // get median of samples + // Returns the count of the given value. + inT32 pile_count(inT32 value ) const { + if (value <= rangemin_) + return buckets_[0]; + if (value >= rangemax_ - 1) + return buckets_[rangemax_ - rangemin_ - 1]; + return buckets_[value - rangemin_]; + } + // Returns the total count of all buckets. + inT32 get_total() const { + return total_count_; // total of all piles + } + // Returns true if x is a local min. + bool local_min(inT32 x) const; + + // Apply a triangular smoothing filter to the stats. + // This makes the modes a bit more useful. + // The factor gives the height of the triangle, i.e. the weight of the + // centre. + void smooth(inT32 factor); + + // Cluster the samples into max_cluster clusters. + // Each call runs one iteration. The array of clusters must be + // max_clusters+1 in size as cluster 0 is used to indicate which samples + // have been used. + // The return value is the current number of clusters. + inT32 cluster(float lower, // thresholds + float upper, + float multiple, // distance threshold + inT32 max_clusters, // max no to make + STATS *clusters); // array of clusters + +// Finds (at most) the top max_modes modes, well actually the whole peak around +// each mode, returning them in the given modes vector as a pair in order of decreasing total count. +// Since the mean is the key and the count the data in the pair, a single call +// to sort on the output will re-sort by increasing mean of peak if that is +// more useful than decreasing total count. +// Returns the actual number of modes found. + int top_n_modes( + int max_modes, + GenericVector >* modes) const; + + // Prints a summary and table of the histogram. + void print() const; + // Prints summary stats only of the histogram. + void print_summary() const; + + #ifndef GRAPHICS_DISABLED + // Draws the histogram as a series of rectangles. + void plot(ScrollView* window, // window to draw in + float xorigin, // origin of histo + float yorigin, // gram + float xscale, // size of one unit + float yscale, // size of one uint + ScrollView::Color colour) const; // colour to draw in + + // Draws a line graph of the histogram. + void plotline(ScrollView* window, // window to draw in + float xorigin, // origin of histo + float yorigin, // gram + float xscale, // size of one unit + float yscale, // size of one uint + ScrollView::Color colour) const; // colour to draw in + #endif // GRAPHICS_DISABLED + + private: + inT32 rangemin_; // min of range + // rangemax_ is not well named as it is really one past the max. + inT32 rangemax_; // max of range + inT32 total_count_; // no of samples + inT32* buckets_; // array of cells +}; + +// Returns the nth ordered item from the array, as if they were +// ordered, but without ordering them, in linear time. +// The array does get shuffled! +inT32 choose_nth_item(inT32 index, // index to choose + float *array, // array of items + inT32 count); // no of items +// Generic version uses a defined comparator (with qsort semantics). +inT32 choose_nth_item(inT32 index, // index to choose + void *array, // array of items + inT32 count, // no of items + size_t size, // element size + int (*compar)(const void*, const void*)); // comparator +// Swaps 2 entries in an array in-place. +void swap_entries(void *array, // array of entries + size_t size, // size of entry + inT32 index1, // entries to swap + inT32 index2); + +#endif // TESSERACT_CCSTRUCT_STATISTC_H_ diff --git a/3rdparty/hgOCR/include/ccstruct/stepblob.cpp b/3rdparty/hgOCR/include/ccstruct/stepblob.cpp new file mode 100644 index 00000000..f387aa46 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/stepblob.cpp @@ -0,0 +1,547 @@ +/********************************************************************** + * File: stepblob.cpp (Formerly cblob.c) + * Description: Code for C_BLOB class. + * Author: Ray Smith + * Created: Tue Oct 08 10:41:13 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "stepblob.h" +#include "allheaders.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +// Max perimeter to width ratio for a baseline position above box bottom. +const double kMaxPerimeterWidthRatio = 8.0; + +ELISTIZE (C_BLOB) +/********************************************************************** + * position_outline + * + * Position the outline in the given list at the relevant place + * according to its nesting. + **********************************************************************/ +static void position_outline( //put in place + C_OUTLINE *outline, //thing to place + C_OUTLINE_LIST *destlist //desstination list + ) { + C_OUTLINE *dest_outline; //outline from dest list + C_OUTLINE_IT it = destlist; //iterator + //iterator on children + C_OUTLINE_IT child_it = outline->child (); + + if (!it.empty ()) { + do { + dest_outline = it.data (); //get destination + //encloses dest + if (*dest_outline < *outline) { + //take off list + dest_outline = it.extract (); + //put this in place + it.add_after_then_move (outline); + //make it a child + child_it.add_to_end (dest_outline); + while (!it.at_last ()) { + it.forward (); //do rest of list + //check for other children + dest_outline = it.data (); + if (*dest_outline < *outline) { + //take off list + dest_outline = it.extract (); + child_it.add_to_end (dest_outline); + //make it a child + if (it.empty ()) + break; + } + } + return; //finished + } + //enclosed by dest + else if (*outline < *dest_outline) { + position_outline (outline, dest_outline->child ()); + //place in child list + return; //finished + } + it.forward (); + } + while (!it.at_first ()); + } + it.add_to_end (outline); //at outer level +} + + +/********************************************************************** + * plot_outline_list + * + * Draw a list of outlines in the given colour and their children + * in the child colour. + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +static void plot_outline_list( //draw outlines + C_OUTLINE_LIST *list, //outline to draw + ScrollView* window, //window to draw in + ScrollView::Color colour, //colour to use + ScrollView::Color child_colour //colour of children + ) { + C_OUTLINE *outline; //current outline + C_OUTLINE_IT it = list; //iterator + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + outline = it.data (); + //draw it + outline->plot (window, colour); + if (!outline->child ()->empty ()) + plot_outline_list (outline->child (), window, + child_colour, child_colour); + } +} +// Draws the outlines in the given colour, and child_colour, normalized +// using the given denorm, making use of sub-pixel accurate information +// if available. +static void plot_normed_outline_list(const DENORM& denorm, + C_OUTLINE_LIST *list, + ScrollView::Color colour, + ScrollView::Color child_colour, + ScrollView* window) { + C_OUTLINE_IT it(list); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + C_OUTLINE* outline = it.data(); + outline->plot_normed(denorm, colour, window); + if (!outline->child()->empty()) + plot_normed_outline_list(denorm, outline->child(), child_colour, + child_colour, window); + } +} +#endif + + +/********************************************************************** + * reverse_outline_list + * + * Reverse a list of outlines and their children. + **********************************************************************/ + +static void reverse_outline_list(C_OUTLINE_LIST *list) { + C_OUTLINE_IT it = list; // iterator + + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + C_OUTLINE* outline = it.data(); + outline->reverse(); // reverse it + outline->set_flag(COUT_INVERSE, TRUE); + if (!outline->child()->empty()) + reverse_outline_list(outline->child()); + } +} + + +/********************************************************************** + * C_BLOB::C_BLOB + * + * Constructor to build a C_BLOB from a list of C_OUTLINEs. + * The C_OUTLINEs are not copied so the source list is emptied. + * The C_OUTLINEs are nested correctly in the blob. + **********************************************************************/ + +C_BLOB::C_BLOB(C_OUTLINE_LIST *outline_list) { + for (C_OUTLINE_IT ol_it(outline_list); !ol_it.empty(); ol_it.forward()) { + C_OUTLINE* outline = ol_it.extract(); + // Position this outline in appropriate position in the hierarchy. + position_outline(outline, &outlines); + } + CheckInverseFlagAndDirection(); +} + +// Simpler constructor to build a blob from a single outline that has +// already been fully initialized. +C_BLOB::C_BLOB(C_OUTLINE* outline) { + C_OUTLINE_IT it(&outlines); + it.add_to_end(outline); +} + +// Builds a set of one or more blobs from a list of outlines. +// Input: one outline on outline_list contains all the others, but the +// nesting and order are undefined. +// If good_blob is true, the blob is added to good_blobs_it, unless +// an illegal (generation-skipping) parent-child relationship is found. +// If so, the parent blob goes to bad_blobs_it, and the immediate children +// are promoted to the top level, recursively being sent to good_blobs_it. +// If good_blob is false, all created blobs will go to the bad_blobs_it. +// Output: outline_list is empty. One or more blobs are added to +// good_blobs_it and/or bad_blobs_it. +void C_BLOB::ConstructBlobsFromOutlines(bool good_blob, + C_OUTLINE_LIST* outline_list, + C_BLOB_IT* good_blobs_it, + C_BLOB_IT* bad_blobs_it) { + // List of top-level outlines with correctly nested children. + C_OUTLINE_LIST nested_outlines; + for (C_OUTLINE_IT ol_it(outline_list); !ol_it.empty(); ol_it.forward()) { + C_OUTLINE* outline = ol_it.extract(); + // Position this outline in appropriate position in the hierarchy. + position_outline(outline, &nested_outlines); + } + // Check for legal nesting and reassign as required. + for (C_OUTLINE_IT ol_it(&nested_outlines); !ol_it.empty(); ol_it.forward()) { + C_OUTLINE* outline = ol_it.extract(); + bool blob_is_good = good_blob; + if (!outline->IsLegallyNested()) { + // The blob is illegally nested. + // Mark it bad, and add all its children to the top-level list. + blob_is_good = false; + ol_it.add_list_after(outline->child()); + } + C_BLOB* blob = new C_BLOB(outline); + // Set inverse flag and reverse if needed. + blob->CheckInverseFlagAndDirection(); + // Put on appropriate list. + if (!blob_is_good && bad_blobs_it != NULL) + bad_blobs_it->add_after_then_move(blob); + else + good_blobs_it->add_after_then_move(blob); + } +} + +// Sets the COUT_INVERSE flag appropriately on the outlines and their +// children recursively, reversing the outlines if needed so that +// everything has an anticlockwise top-level. +void C_BLOB::CheckInverseFlagAndDirection() { + C_OUTLINE_IT ol_it(&outlines); + for (ol_it.mark_cycle_pt(); !ol_it.cycled_list(); ol_it.forward()) { + C_OUTLINE* outline = ol_it.data(); + if (outline->turn_direction() < 0) { + outline->reverse(); + reverse_outline_list(outline->child()); + outline->set_flag(COUT_INVERSE, TRUE); + } else { + outline->set_flag(COUT_INVERSE, FALSE); + } + } +} + + +// Build and return a fake blob containing a single fake outline with no +// steps. +C_BLOB* C_BLOB::FakeBlob(const TBOX& box) { + C_OUTLINE_LIST outlines; + C_OUTLINE::FakeOutline(box, &outlines); + return new C_BLOB(&outlines); +} + +/********************************************************************** + * C_BLOB::bounding_box + * + * Return the bounding box of the blob. + **********************************************************************/ + +TBOX C_BLOB::bounding_box() const { // bounding box + C_OUTLINE *outline; // current outline + // This is a read-only iteration of the outlines. + C_OUTLINE_IT it = const_cast(&outlines); + TBOX box; // bounding box + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + outline = it.data (); + box += outline->bounding_box (); + } + return box; +} + + +/********************************************************************** + * C_BLOB::area + * + * Return the area of the blob. + **********************************************************************/ + +inT32 C_BLOB::area() { //area + C_OUTLINE *outline; //current outline + C_OUTLINE_IT it = &outlines; //outlines of blob + inT32 total; //total area + + total = 0; + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + outline = it.data (); + total += outline->area (); + } + return total; +} + +/********************************************************************** + * C_BLOB::perimeter + * + * Return the perimeter of the top and 2nd level outlines. + **********************************************************************/ + +inT32 C_BLOB::perimeter() { + C_OUTLINE *outline; // current outline + C_OUTLINE_IT it = &outlines; // outlines of blob + inT32 total; // total perimeter + + total = 0; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + outline = it.data(); + total += outline->perimeter(); + } + return total; +} + + +/********************************************************************** + * C_BLOB::outer_area + * + * Return the area of the blob. + **********************************************************************/ + +inT32 C_BLOB::outer_area() { //area + C_OUTLINE *outline; //current outline + C_OUTLINE_IT it = &outlines; //outlines of blob + inT32 total; //total area + + total = 0; + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + outline = it.data (); + total += outline->outer_area (); + } + return total; +} + + +/********************************************************************** + * C_BLOB::count_transitions + * + * Return the total x and y maxes and mins in the blob. + * Chlid outlines are not counted. + **********************************************************************/ + +inT32 C_BLOB::count_transitions( //area + inT32 threshold //on size + ) { + C_OUTLINE *outline; //current outline + C_OUTLINE_IT it = &outlines; //outlines of blob + inT32 total; //total area + + total = 0; + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + outline = it.data (); + total += outline->count_transitions (threshold); + } + return total; +} + + +/********************************************************************** + * C_BLOB::move + * + * Move C_BLOB by vector + **********************************************************************/ + +void C_BLOB::move( // reposition blob + const ICOORD vec // by vector + ) { + C_OUTLINE_IT it(&outlines); // iterator + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + it.data ()->move (vec); // move each outline +} + +// Static helper for C_BLOB::rotate to allow recursion of child outlines. +void RotateOutlineList(const FCOORD& rotation, C_OUTLINE_LIST* outlines) { + C_OUTLINE_LIST new_outlines; + C_OUTLINE_IT src_it(outlines); + C_OUTLINE_IT dest_it(&new_outlines); + while (!src_it.empty()) { + C_OUTLINE* old_outline = src_it.extract(); + src_it.forward(); + C_OUTLINE* new_outline = new C_OUTLINE(old_outline, rotation); + if (!old_outline->child()->empty()) { + RotateOutlineList(rotation, old_outline->child()); + C_OUTLINE_IT child_it(new_outline->child()); + child_it.add_list_after(old_outline->child()); + } + delete old_outline; + dest_it.add_to_end(new_outline); + } + src_it.add_list_after(&new_outlines); +} + +/********************************************************************** + * C_BLOB::rotate + * + * Rotate C_BLOB by rotation. + * Warning! has to rebuild all the C_OUTLINEs. + **********************************************************************/ +void C_BLOB::rotate(const FCOORD& rotation) { + RotateOutlineList(rotation, &outlines); +} + +// Helper calls ComputeEdgeOffsets or ComputeBinaryOffsets recursively on the +// outline list and its children. +static void ComputeEdgeOffsetsOutlineList(int threshold, Pix* pix, + C_OUTLINE_LIST *list) { + C_OUTLINE_IT it(list); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + C_OUTLINE* outline = it.data(); + if (pix != NULL && pixGetDepth(pix) == 8) + outline->ComputeEdgeOffsets(threshold, pix); + else + outline->ComputeBinaryOffsets(); + if (!outline->child()->empty()) + ComputeEdgeOffsetsOutlineList(threshold, pix, outline->child()); + } +} + +// Adds sub-pixel resolution EdgeOffsets for the outlines using greyscale +// if the supplied pix is 8-bit or the binary edges if NULL. +void C_BLOB::ComputeEdgeOffsets(int threshold, Pix* pix) { + ComputeEdgeOffsetsOutlineList(threshold, pix, &outlines); +} + +// Estimates and returns the baseline position based on the shape of the +// outlines. +// We first find the minimum y-coord (y_mins) at each x-coord within the blob. +// If there is a run of some y or y+1 in y_mins that is longer than the total +// number of positions at bottom or bottom+1, subject to the additional +// condition that at least one side of the y/y+1 run is higher than y+1, so it +// is not a local minimum, then y, not the bottom, makes a good candidate +// baseline position for this blob. Eg +// | ---| +// | | +// |- -----------| <= Good candidate baseline position. +// |- -| +// | -| +// |---| <= Bottom of blob +inT16 C_BLOB::EstimateBaselinePosition() { + TBOX box = bounding_box(); + int left = box.left(); + int width = box.width(); + int bottom = box.bottom(); + if (outlines.empty() || perimeter() > width * kMaxPerimeterWidthRatio) + return bottom; // This is only for non-CJK blobs. + // Get the minimum y coordinate at each x-coordinate. + GenericVector y_mins; + y_mins.init_to_size(width + 1, box.top()); + C_OUTLINE_IT it(&outlines); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + C_OUTLINE* outline = it.data(); + ICOORD pos = outline->start_pos(); + for (int s = 0; s < outline->pathlength(); ++s) { + if (pos.y() < y_mins[pos.x() - left]) + y_mins[pos.x() - left] = pos.y(); + pos += outline->step(s); + } + } + // Find the total extent of the bottom or bottom + 1. + int bottom_extent = 0; + for (int x = 0; x <= width; ++x) { + if (y_mins[x] == bottom || y_mins[x] == bottom + 1) + ++bottom_extent; + } + // Find the lowest run longer than the bottom extent that is not the bottom. + int best_min = box.top(); + int prev_run = 0; + int prev_y = box.top(); + int prev_prev_y = box.top(); + for (int x = 0; x < width; x += prev_run) { + // Find the length of the current run. + int y_at_x = y_mins[x]; + int run = 1; + while (x + run <= width && y_mins[x + run] == y_at_x) ++run; + if (y_at_x > bottom + 1) { + // Possible contender. + int total_run = run; + // Find extent of current value or +1 to the right of x. + while (x + total_run <= width && + (y_mins[x + total_run] == y_at_x || + y_mins[x + total_run] == y_at_x + 1)) ++total_run; + // At least one end has to be higher so it is not a local max. + if (prev_prev_y > y_at_x + 1 || x + total_run > width || + y_mins[x + total_run] > y_at_x + 1) { + // If the prev_run is at y + 1, then we can add that too. There cannot + // be a suitable run at y before that or we would have found it already. + if (prev_run > 0 && prev_y == y_at_x + 1) total_run += prev_run; + if (total_run > bottom_extent && y_at_x < best_min) { + best_min = y_at_x; + } + } + } + prev_run = run; + prev_prev_y = prev_y; + prev_y = y_at_x; + } + return best_min == box.top() ? bottom : best_min; +} + +static void render_outline_list(C_OUTLINE_LIST *list, + int left, int top, Pix* pix) { + C_OUTLINE_IT it(list); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + C_OUTLINE* outline = it.data(); + outline->render(left, top, pix); + if (!outline->child()->empty()) + render_outline_list(outline->child(), left, top, pix); + } +} + +static void render_outline_list_outline(C_OUTLINE_LIST *list, + int left, int top, Pix* pix) { + C_OUTLINE_IT it(list); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + C_OUTLINE* outline = it.data(); + outline->render_outline(left, top, pix); + } +} + +// Returns a Pix rendering of the blob. pixDestroy after use. +Pix* C_BLOB::render() { + TBOX box = bounding_box(); + Pix* pix = pixCreate(box.width(), box.height(), 1); + render_outline_list(&outlines, box.left(), box.top(), pix); + return pix; +} + +// Returns a Pix rendering of the outline of the blob. (no fill). +// pixDestroy after use. +Pix* C_BLOB::render_outline() { + TBOX box = bounding_box(); + Pix* pix = pixCreate(box.width(), box.height(), 1); + render_outline_list_outline(&outlines, box.left(), box.top(), pix); + return pix; +} + +/********************************************************************** + * C_BLOB::plot + * + * Draw the C_BLOB in the given colour. + **********************************************************************/ + +#ifndef GRAPHICS_DISABLED +void C_BLOB::plot(ScrollView* window, // window to draw in + ScrollView::Color blob_colour, // main colour + ScrollView::Color child_colour) { // for holes + plot_outline_list(&outlines, window, blob_colour, child_colour); +} +// Draws the blob in the given colour, and child_colour, normalized +// using the given denorm, making use of sub-pixel accurate information +// if available. +void C_BLOB::plot_normed(const DENORM& denorm, + ScrollView::Color blob_colour, + ScrollView::Color child_colour, + ScrollView* window) { + plot_normed_outline_list(denorm, &outlines, blob_colour, child_colour, + window); +} +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/stepblob.h b/3rdparty/hgOCR/include/ccstruct/stepblob.h new file mode 100644 index 00000000..e1cde2e2 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/stepblob.h @@ -0,0 +1,131 @@ +/********************************************************************** + * File: stepblob.h (Formerly cblob.h) + * Description: Code for C_BLOB class. + * Author: Ray Smith + * Created: Tue Oct 08 10:41:13 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef STEPBLOB_H +#define STEPBLOB_H + +#include "coutln.h" +#include "rect.h" + +class C_BLOB; +struct Pix; +ELISTIZEH(C_BLOB) + +class C_BLOB:public ELIST_LINK +{ + public: + C_BLOB() { + } + explicit C_BLOB(C_OUTLINE_LIST *outline_list); + // Simpler constructor to build a blob from a single outline that has + // already been fully initialized. + explicit C_BLOB(C_OUTLINE* outline); + + // Builds a set of one or more blobs from a list of outlines. + // Input: one outline on outline_list contains all the others, but the + // nesting and order are undefined. + // If good_blob is true, the blob is added to good_blobs_it, unless + // an illegal (generation-skipping) parent-child relationship is found. + // If so, the parent blob goes to bad_blobs_it, and the immediate children + // are promoted to the top level, recursively being sent to good_blobs_it. + // If good_blob is false, all created blobs will go to the bad_blobs_it. + // Output: outline_list is empty. One or more blobs are added to + // good_blobs_it and/or bad_blobs_it. + static void ConstructBlobsFromOutlines(bool good_blob, + C_OUTLINE_LIST* outline_list, + C_BLOB_IT* good_blobs_it, + C_BLOB_IT* bad_blobs_it); + + // Sets the COUT_INVERSE flag appropriately on the outlines and their + // children recursively, reversing the outlines if needed so that + // everything has an anticlockwise top-level. + void CheckInverseFlagAndDirection(); + + // Build and return a fake blob containing a single fake outline with no + // steps. + static C_BLOB* FakeBlob(const TBOX& box); + + C_OUTLINE_LIST *out_list() { //get outline list + return &outlines; + } + + TBOX bounding_box() const; // compute bounding box + inT32 area(); //compute area + inT32 perimeter(); // Total perimeter of outlines and 1st level children. + inT32 outer_area(); //compute area + inT32 count_transitions( //count maxima + inT32 threshold); //size threshold + + void move(const ICOORD vec); // repostion blob by vector + void rotate(const FCOORD& rotation); // Rotate by given vector. + + // Adds sub-pixel resolution EdgeOffsets for the outlines using greyscale + // if the supplied pix is 8-bit or the binary edges if NULL. + void ComputeEdgeOffsets(int threshold, Pix* pix); + + // Estimates and returns the baseline position based on the shape of the + // outlines. + inT16 EstimateBaselinePosition(); + + // Returns a Pix rendering of the blob. pixDestroy after use. + Pix* render(); + // Returns a Pix rendering of the outline of the blob. (no fill). + // pixDestroy after use. + Pix* render_outline(); + + #ifndef GRAPHICS_DISABLED + void plot( //draw one + ScrollView* window, //window to draw in + ScrollView::Color blob_colour, //for outer bits + ScrollView::Color child_colour); //for holes + // Draws the blob in the given colour, and child_colour, normalized + // using the given denorm, making use of sub-pixel accurate information + // if available. + void plot_normed(const DENORM& denorm, + ScrollView::Color blob_colour, + ScrollView::Color child_colour, + ScrollView* window); + #endif // GRAPHICS_DISABLED + + C_BLOB& operator= (const C_BLOB & source) { + if (!outlines.empty ()) + outlines.clear(); + outlines.deep_copy(&source.outlines, &C_OUTLINE::deep_copy); + return *this; + } + + static C_BLOB* deep_copy(const C_BLOB* src) { + C_BLOB* blob = new C_BLOB; + *blob = *src; + return blob; + } + + static int SortByXMiddle(const void *v1, const void *v2) { + const C_BLOB* blob1 = *reinterpret_cast(v1); + const C_BLOB* blob2 = *reinterpret_cast(v2); + return blob1->bounding_box().x_middle() - + blob2->bounding_box().x_middle(); + } + + + private: + C_OUTLINE_LIST outlines; //master elements +}; + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/vecfuncs.cpp b/3rdparty/hgOCR/include/ccstruct/vecfuncs.cpp new file mode 100644 index 00000000..bafca55d --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/vecfuncs.cpp @@ -0,0 +1,63 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: vecfuncs.c (Formerly vecfuncs.c) + * Description: Blob definition + * Author: Mark Seaman, OCR Technology + * Created: Fri Oct 27 15:39:52 1989 + * Modified: Tue Jul 9 17:44:12 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Experimental (Do Not Distribute) + * + * (c) Copyright 1989, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + ******************************************************************************** + * Revision 5.1 89/07/27 11:47:50 11:47:50 ray () + * Added ratings access methods. + * This version ready for independent development. + */ +/*---------------------------------------------------------------------- + I n c l u d e s +----------------------------------------------------------------------*/ +#include "vecfuncs.h" +#include "blobs.h" + +/*---------------------------------------------------------------------- + F u n c t i o n s +----------------------------------------------------------------------*/ +/********************************************************************** + * direction + * + * Show if the line is going in the positive or negative X direction. + **********************************************************************/ +int direction(EDGEPT *point) { + int dir; /** direction to return **/ + EDGEPT *prev; /** prev point **/ + EDGEPT *next; /** next point **/ + + dir = 0; + prev = point->prev; + next = point->next; + + if (((prev->pos.x <= point->pos.x) && + (point->pos.x < next->pos.x)) || + ((prev->pos.x < point->pos.x) && (point->pos.x <= next->pos.x))) + dir = 1; + + if (((prev->pos.x >= point->pos.x) && + (point->pos.x > next->pos.x)) || + ((prev->pos.x > point->pos.x) && (point->pos.x >= next->pos.x))) + dir = -1; + + return dir; +} diff --git a/3rdparty/hgOCR/include/ccstruct/vecfuncs.h b/3rdparty/hgOCR/include/ccstruct/vecfuncs.h new file mode 100644 index 00000000..55cf3108 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/vecfuncs.h @@ -0,0 +1,78 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: vecfuncs.h (Formerly vecfuncs.h) + * Description: Vector calculations + * Author: Mark Seaman, OCR Technology + * Created: Wed Dec 20 09:37:18 1989 + * Modified: Tue Jul 9 17:44:37 1991 (Mark Seaman) marks@hpgrlt + * Language: C + * Package: N/A + * Status: Experimental (Do Not Distribute) + * + * (c) Copyright 1989, Hewlett-Packard Company. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + *********************************************************************************/ +#ifndef VECFUNCS_H +#define VECFUNCS_H + +#include + +struct EDGEPT; + +/*---------------------------------------------------------------------- + M a c r o s +----------------------------------------------------------------------*/ +/********************************************************************** + * point_diff + * + * Return the difference from point (p1) to point (p2). Put the value + * into point (p). + **********************************************************************/ + +#define point_diff(p,p1,p2) \ +((p).x = (p1).x - (p2).x, \ + (p).y = (p1).y - (p2).y) + +/********************************************************************** + * CROSS + * + * cross product + **********************************************************************/ + +#define CROSS(a,b) \ +((a).x * (b).y - (a).y * (b).x) + +/********************************************************************** + * SCALAR + * + * scalar vector product + **********************************************************************/ + +#define SCALAR(a,b) \ +((a).x * (b).x + (a).y * (b).y) + +/********************************************************************** + * LENGTH + * + * length of vector + **********************************************************************/ + +#define LENGTH(a) \ +((a).x * (a).x + (a).y * (a).y) + +/*---------------------------------------------------------------------- + F u n c t i o n s +----------------------------------------------------------------------*/ +int direction(EDGEPT *point); + +#endif diff --git a/3rdparty/hgOCR/include/ccstruct/werd.cpp b/3rdparty/hgOCR/include/ccstruct/werd.cpp new file mode 100644 index 00000000..4410a06f --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/werd.cpp @@ -0,0 +1,600 @@ +/********************************************************************** + * File: werd.cpp (Formerly word.c) + * Description: Code for the WERD class. + * Author: Ray Smith + * Created: Tue Oct 08 14:32:12 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "blckerr.h" +#include "helpers.h" +#include "linlsq.h" +#include "werd.h" + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#define FIRST_COLOUR ScrollView::RED //< first rainbow colour +#define LAST_COLOUR ScrollView::AQUAMARINE //< last rainbow colour +#define CHILD_COLOUR ScrollView::BROWN //< colour of children + +const ERRCODE CANT_SCALE_EDGESTEPS = + "Attempted to scale an edgestep format word"; + +ELIST2IZE(WERD) + +/** + * WERD::WERD + * + * Constructor to build a WERD from a list of C_BLOBs. + * blob_list The C_BLOBs (in word order) are not copied; + * we take its elements and put them in our lists. + * blank_count blanks in front of the word + * text correct text, outlives this WERD + */ +WERD::WERD(C_BLOB_LIST *blob_list, uinT8 blank_count, const char *text) + : blanks(blank_count), + flags(0), + script_id_(0), + correct(text) { + C_BLOB_IT start_it = &cblobs; + C_BLOB_IT rej_cblob_it = &rej_cblobs; + C_OUTLINE_IT c_outline_it; + inT16 inverted_vote = 0; + inT16 non_inverted_vote = 0; + + // Move blob_list's elements into cblobs. + start_it.add_list_after(blob_list); + + /* + Set white on black flag for the WERD, moving any duff blobs onto the + rej_cblobs list. + First, walk the cblobs checking the inverse flag for each outline of each + cblob. If a cblob has inconsistent flag settings for its different + outlines, move the blob to the reject list. Otherwise, increment the + appropriate w-on-b or b-on-w vote for the word. + + Now set the inversion flag for the WERD by maximum vote. + + Walk the blobs again, moving any blob whose inversion flag does not agree + with the concencus onto the reject list. + */ + start_it.set_to_list(&cblobs); + if (start_it.empty()) + return; + for (start_it.mark_cycle_pt(); !start_it.cycled_list(); start_it.forward()) { + BOOL8 reject_blob = FALSE; + BOOL8 blob_inverted; + + c_outline_it.set_to_list(start_it.data()->out_list()); + blob_inverted = c_outline_it.data()->flag(COUT_INVERSE); + for (c_outline_it.mark_cycle_pt(); + !c_outline_it.cycled_list() && !reject_blob; + c_outline_it.forward()) { + reject_blob = c_outline_it.data()->flag(COUT_INVERSE) != blob_inverted; + } + if (reject_blob) { + rej_cblob_it.add_after_then_move(start_it.extract()); + } else { + if (blob_inverted) + inverted_vote++; + else + non_inverted_vote++; + } + } + + flags.set_bit(W_INVERSE, (inverted_vote > non_inverted_vote)); + + start_it.set_to_list(&cblobs); + if (start_it.empty()) + return; + for (start_it.mark_cycle_pt(); !start_it.cycled_list(); start_it.forward()) { + c_outline_it.set_to_list(start_it.data()->out_list()); + if (c_outline_it.data()->flag(COUT_INVERSE) != flags.bit(W_INVERSE)) + rej_cblob_it.add_after_then_move(start_it.extract()); + } +} + + +/** + * WERD::WERD + * + * Constructor to build a WERD from a list of C_BLOBs. + * The C_BLOBs are not copied so the source list is emptied. + */ + +WERD::WERD(C_BLOB_LIST * blob_list, //< In word order + WERD * clone) //< Source of flags + : flags(clone->flags), + script_id_(clone->script_id_), + correct(clone->correct) { + C_BLOB_IT start_it = blob_list; // iterator + C_BLOB_IT end_it = blob_list; // another + + while (!end_it.at_last ()) + end_it.forward (); //move to last + ((C_BLOB_LIST *) (&cblobs))->assign_to_sublist (&start_it, &end_it); + //move to our list + blanks = clone->blanks; + // fprintf(stderr,"Wrong constructor!!!!\n"); +} + +// Construct a WERD from a single_blob and clone the flags from this. +// W_BOL and W_EOL flags are set according to the given values. +WERD* WERD::ConstructFromSingleBlob(bool bol, bool eol, C_BLOB* blob) { + C_BLOB_LIST temp_blobs; + C_BLOB_IT temp_it(&temp_blobs); + temp_it.add_after_then_move(blob); + WERD* blob_word = new WERD(&temp_blobs, this); + blob_word->set_flag(W_BOL, bol); + blob_word->set_flag(W_EOL, eol); + return blob_word; +} + +/** + * WERD::bounding_box + * + * Return the bounding box of the WERD. + * This is quite a mess to compute! + * ORIGINALLY, REJECT CBLOBS WERE EXCLUDED, however, this led to bugs when the + * words on the row were re-sorted. The original words were built with reject + * blobs included. The FUZZY SPACE flags were set accordingly. If ALL the + * blobs in a word are rejected the BB for the word is NULL, causing the sort + * to screw up, leading to the erroneous possibility of the first word in a + * row being marked as FUZZY space. + */ + +TBOX WERD::bounding_box() const { return restricted_bounding_box(true, true); } + +// Returns the bounding box including the desired combination of upper and +// lower noise/diacritic elements. +TBOX WERD::restricted_bounding_box(bool upper_dots, bool lower_dots) const { + TBOX box = true_bounding_box(); + int bottom = box.bottom(); + int top = box.top(); + // This is a read-only iteration of the rejected blobs. + C_BLOB_IT it(const_cast(&rej_cblobs)); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + TBOX dot_box = it.data()->bounding_box(); + if ((upper_dots || dot_box.bottom() <= top) && + (lower_dots || dot_box.top() >= bottom)) { + box += dot_box; + } + } + return box; +} + +// Returns the bounding box of only the good blobs. +TBOX WERD::true_bounding_box() const { + TBOX box; // box being built + // This is a read-only iteration of the good blobs. + C_BLOB_IT it(const_cast(&cblobs)); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + box += it.data()->bounding_box(); + } + return box; +} + +/** + * WERD::move + * + * Reposition WERD by vector + * NOTE!! REJECT CBLOBS ARE NOT MOVED + */ + +void WERD::move(const ICOORD vec) { + C_BLOB_IT cblob_it(&cblobs); // cblob iterator + + for (cblob_it.mark_cycle_pt(); !cblob_it.cycled_list(); cblob_it.forward()) + cblob_it.data()->move(vec); +} + +/** + * WERD::join_on + * + * Join other word onto this one. Delete the old word. + */ + +void WERD::join_on(WERD* other) { + C_BLOB_IT blob_it(&cblobs); + C_BLOB_IT src_it(&other->cblobs); + C_BLOB_IT rej_cblob_it(&rej_cblobs); + C_BLOB_IT src_rej_it(&other->rej_cblobs); + + while (!src_it.empty()) { + blob_it.add_to_end(src_it.extract()); + src_it.forward(); + } + while (!src_rej_it.empty()) { + rej_cblob_it.add_to_end(src_rej_it.extract()); + src_rej_it.forward(); + } +} + + +/** + * WERD::copy_on + * + * Copy blobs from other word onto this one. + */ + +void WERD::copy_on(WERD* other) { + bool reversed = other->bounding_box().left() < bounding_box().left(); + C_BLOB_IT c_blob_it(&cblobs); + C_BLOB_LIST c_blobs; + + c_blobs.deep_copy(&other->cblobs, &C_BLOB::deep_copy); + if (reversed) { + c_blob_it.add_list_before(&c_blobs); + } else { + c_blob_it.move_to_last(); + c_blob_it.add_list_after(&c_blobs); + } + if (!other->rej_cblobs.empty()) { + C_BLOB_IT rej_c_blob_it(&rej_cblobs); + C_BLOB_LIST new_rej_c_blobs; + + new_rej_c_blobs.deep_copy(&other->rej_cblobs, &C_BLOB::deep_copy); + if (reversed) { + rej_c_blob_it.add_list_before(&new_rej_c_blobs); + } else { + rej_c_blob_it.move_to_last(); + rej_c_blob_it.add_list_after(&new_rej_c_blobs); + } + } +} + +/** + * WERD::print + * + * Display members + */ + +void WERD::print() { + tprintf("Blanks= %d\n", blanks); + bounding_box().print(); + tprintf("Flags = %d = 0%o\n", flags.val, flags.val); + tprintf(" W_SEGMENTED = %s\n", flags.bit(W_SEGMENTED) ? "TRUE" : "FALSE "); + tprintf(" W_ITALIC = %s\n", flags.bit(W_ITALIC) ? "TRUE" : "FALSE "); + tprintf(" W_BOL = %s\n", flags.bit(W_BOL) ? "TRUE" : "FALSE "); + tprintf(" W_EOL = %s\n", flags.bit(W_EOL) ? "TRUE" : "FALSE "); + tprintf(" W_NORMALIZED = %s\n", + flags.bit(W_NORMALIZED) ? "TRUE" : "FALSE "); + tprintf(" W_SCRIPT_HAS_XHEIGHT = %s\n", + flags.bit(W_SCRIPT_HAS_XHEIGHT) ? "TRUE" : "FALSE "); + tprintf(" W_SCRIPT_IS_LATIN = %s\n", + flags.bit(W_SCRIPT_IS_LATIN) ? "TRUE" : "FALSE "); + tprintf(" W_DONT_CHOP = %s\n", flags.bit(W_DONT_CHOP) ? "TRUE" : "FALSE "); + tprintf(" W_REP_CHAR = %s\n", flags.bit(W_REP_CHAR) ? "TRUE" : "FALSE "); + tprintf(" W_FUZZY_SP = %s\n", flags.bit(W_FUZZY_SP) ? "TRUE" : "FALSE "); + tprintf(" W_FUZZY_NON = %s\n", flags.bit(W_FUZZY_NON) ? "TRUE" : "FALSE "); + tprintf("Correct= %s\n", correct.string()); + tprintf("Rejected cblob count = %d\n", rej_cblobs.length()); + tprintf("Script = %d\n", script_id_); +} + + +/** + * WERD::plot + * + * Draw the WERD in the given colour. + */ + +#ifndef GRAPHICS_DISABLED +void WERD::plot(ScrollView *window, ScrollView::Color colour) { + C_BLOB_IT it = &cblobs; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + it.data()->plot(window, colour, colour); + } + plot_rej_blobs(window); +} + +// Get the next color in the (looping) rainbow. +ScrollView::Color WERD::NextColor(ScrollView::Color colour) { + ScrollView::Color next = static_cast(colour + 1); + if (next >= LAST_COLOUR || next < FIRST_COLOUR) + next = FIRST_COLOUR; + return next; +} + +/** + * WERD::plot + * + * Draw the WERD in rainbow colours in window. + */ + +void WERD::plot(ScrollView* window) { + ScrollView::Color colour = FIRST_COLOUR; + C_BLOB_IT it = &cblobs; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + it.data()->plot(window, colour, CHILD_COLOUR); + colour = NextColor(colour); + } + plot_rej_blobs(window); +} + + +/** + * WERD::plot_rej_blobs + * + * Draw the WERD rejected blobs in window - ALWAYS GREY + */ + + +void WERD::plot_rej_blobs(ScrollView *window) { + C_BLOB_IT it = &rej_cblobs; + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + it.data()->plot(window, ScrollView::GREY, ScrollView::GREY); + } +} +#endif // GRAPHICS_DISABLED + + +/** + * WERD::shallow_copy() + * + * Make a shallow copy of a word + */ + +WERD *WERD::shallow_copy() { + WERD *new_word = new WERD; + + new_word->blanks = blanks; + new_word->flags = flags; + new_word->dummy = dummy; + new_word->correct = correct; + return new_word; +} + + +/** + * WERD::operator= + * + * Assign a word, DEEP copying the blob list + */ + +WERD & WERD::operator= (const WERD & source) { + this->ELIST2_LINK::operator= (source); + blanks = source.blanks; + flags = source.flags; + script_id_ = source.script_id_; + dummy = source.dummy; + correct = source.correct; + if (!cblobs.empty()) + cblobs.clear(); + cblobs.deep_copy(&source.cblobs, &C_BLOB::deep_copy); + + if (!rej_cblobs.empty()) + rej_cblobs.clear(); + rej_cblobs.deep_copy(&source.rej_cblobs, &C_BLOB::deep_copy); + return *this; +} + + +/** + * word_comparator() + * + * word comparator used to sort a word list so that words are in increasing + * order of left edge. + */ + +int word_comparator(const void *word1p, const void *word2p) { + WERD *word1 = *(WERD **)word1p; + WERD *word2 = *(WERD **)word2p; + return word1->bounding_box().left() - word2->bounding_box().left(); +} + +/** + * WERD::ConstructWerdWithNewBlobs() + * + * This method returns a new werd constructed using the blobs in the input + * all_blobs list, which correspond to the blobs in this werd object. The + * blobs used to construct the new word are consumed and removed from the + * input all_blobs list. + * Returns NULL if the word couldn't be constructed. + * Returns original blobs for which no matches were found in the output list + * orphan_blobs (appends). + */ + +WERD* WERD::ConstructWerdWithNewBlobs(C_BLOB_LIST* all_blobs, + C_BLOB_LIST* orphan_blobs) { + C_BLOB_LIST current_blob_list; + C_BLOB_IT werd_blobs_it(¤t_blob_list); + // Add the word's c_blobs. + werd_blobs_it.add_list_after(cblob_list()); + + // New blob list. These contain the blobs which will form the new word. + C_BLOB_LIST new_werd_blobs; + C_BLOB_IT new_blobs_it(&new_werd_blobs); + + // not_found_blobs contains the list of current word's blobs for which a + // corresponding blob wasn't found in the input all_blobs list. + C_BLOB_LIST not_found_blobs; + C_BLOB_IT not_found_it(¬_found_blobs); + not_found_it.move_to_last(); + + werd_blobs_it.move_to_first(); + for (werd_blobs_it.mark_cycle_pt(); !werd_blobs_it.cycled_list(); + werd_blobs_it.forward()) { + C_BLOB* werd_blob = werd_blobs_it.extract(); + TBOX werd_blob_box = werd_blob->bounding_box(); + bool found = false; + // Now find the corresponding blob for this blob in the all_blobs + // list. For now, follow the inefficient method of pairwise + // comparisons. Ideally, one can pre-bucket the blobs by row. + C_BLOB_IT all_blobs_it(all_blobs); + for (all_blobs_it.mark_cycle_pt(); !all_blobs_it.cycled_list(); + all_blobs_it.forward()) { + C_BLOB* a_blob = all_blobs_it.data(); + // Compute the overlap of the two blobs. If major, a_blob should + // be added to the new blobs list. + TBOX a_blob_box = a_blob->bounding_box(); + if (a_blob_box.null_box()) { + tprintf("Bounding box couldn't be ascertained\n"); + } + if (werd_blob_box.contains(a_blob_box) || + werd_blob_box.major_overlap(a_blob_box)) { + // Old blobs are from minimal splits, therefore are expected to be + // bigger. The new small blobs should cover a significant portion. + // This is it. + all_blobs_it.extract(); + new_blobs_it.add_after_then_move(a_blob); + found = true; + } + } + if (!found) { + not_found_it.add_after_then_move(werd_blob); + } else { + delete werd_blob; + } + } + // Iterate over all not found blobs. Some of them may be due to + // under-segmentation (which is OK, since the corresponding blob is already + // in the list in that case. + not_found_it.move_to_first(); + for (not_found_it.mark_cycle_pt(); !not_found_it.cycled_list(); + not_found_it.forward()) { + C_BLOB* not_found = not_found_it.data(); + TBOX not_found_box = not_found->bounding_box(); + C_BLOB_IT existing_blobs_it(new_blobs_it); + for (existing_blobs_it.mark_cycle_pt(); !existing_blobs_it.cycled_list(); + existing_blobs_it.forward()) { + C_BLOB* a_blob = existing_blobs_it.data(); + TBOX a_blob_box = a_blob->bounding_box(); + if ((not_found_box.major_overlap(a_blob_box) || + a_blob_box.major_overlap(not_found_box)) && + not_found_box.y_overlap_fraction(a_blob_box) > 0.8) { + // Already taken care of. + delete not_found_it.extract(); + break; + } + } + } + if (orphan_blobs) { + C_BLOB_IT orphan_blobs_it(orphan_blobs); + orphan_blobs_it.move_to_last(); + orphan_blobs_it.add_list_after(¬_found_blobs); + } + + // New blobs are ready. Create a new werd object with these. + WERD* new_werd = NULL; + if (!new_werd_blobs.empty()) { + new_werd = new WERD(&new_werd_blobs, this); + } else { + // Add the blobs back to this word so that it can be reused. + C_BLOB_IT this_list_it(cblob_list()); + this_list_it.add_list_after(¬_found_blobs); + } + return new_werd; +} + +// Removes noise from the word by moving small outlines to the rej_cblobs +// list, based on the size_threshold. +void WERD::CleanNoise(float size_threshold) { + C_BLOB_IT blob_it(&cblobs); + C_BLOB_IT rej_it(&rej_cblobs); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); blob_it.forward()) { + C_BLOB* blob = blob_it.data(); + C_OUTLINE_IT ol_it(blob->out_list()); + for (ol_it.mark_cycle_pt(); !ol_it.cycled_list(); ol_it.forward()) { + C_OUTLINE* outline = ol_it.data(); + TBOX ol_box = outline->bounding_box(); + int ol_size = + ol_box.width() > ol_box.height() ? ol_box.width() : ol_box.height(); + if (ol_size < size_threshold) { + // This outline is too small. Move it to a separate blob in the + // reject blobs list. + C_BLOB* rej_blob = new C_BLOB(ol_it.extract()); + rej_it.add_after_then_move(rej_blob); + } + } + if (blob->out_list()->empty()) delete blob_it.extract(); + } +} + +// Extracts all the noise outlines and stuffs the pointers into the given +// vector of outlines. Afterwards, the outlines vector owns the pointers. +void WERD::GetNoiseOutlines(GenericVector* outlines) { + C_BLOB_IT rej_it(&rej_cblobs); + for (rej_it.mark_cycle_pt(); !rej_it.empty(); rej_it.forward()) { + C_BLOB* blob = rej_it.extract(); + C_OUTLINE_IT ol_it(blob->out_list()); + outlines->push_back(ol_it.extract()); + delete blob; + } +} + +// Adds the selected outlines to the indcated real blobs, and puts the rest +// back in rej_cblobs where they came from. Where the target_blobs entry is +// NULL, a run of wanted outlines is put into a single new blob. +// Ownership of the outlines is transferred back to the word. (Hence +// GenericVector and not PointerVector.) +// Returns true if any new blob was added to the start of the word, which +// suggests that it might need joining to the word before it, and likewise +// sets make_next_word_fuzzy true if any new blob was added to the end. +bool WERD::AddSelectedOutlines(const GenericVector& wanted, + const GenericVector& target_blobs, + const GenericVector& outlines, + bool* make_next_word_fuzzy) { + bool outline_added_to_start = false; + if (make_next_word_fuzzy != NULL) *make_next_word_fuzzy = false; + C_BLOB_IT rej_it(&rej_cblobs); + for (int i = 0; i < outlines.size(); ++i) { + C_OUTLINE* outline = outlines[i]; + if (outline == NULL) continue; // Already used it. + if (wanted[i]) { + C_BLOB* target_blob = target_blobs[i]; + TBOX noise_box = outline->bounding_box(); + if (target_blob == NULL) { + target_blob = new C_BLOB(outline); + // Need to find the insertion point. + C_BLOB_IT blob_it(&cblobs); + for (blob_it.mark_cycle_pt(); !blob_it.cycled_list(); + blob_it.forward()) { + C_BLOB* blob = blob_it.data(); + TBOX blob_box = blob->bounding_box(); + if (blob_box.left() > noise_box.left()) { + if (blob_it.at_first() && !flag(W_FUZZY_SP) && !flag(W_FUZZY_NON)) { + // We might want to join this word to its predecessor. + outline_added_to_start = true; + } + blob_it.add_before_stay_put(target_blob); + break; + } + } + if (blob_it.cycled_list()) { + blob_it.add_to_end(target_blob); + if (make_next_word_fuzzy != NULL) *make_next_word_fuzzy = true; + } + // Add all consecutive wanted, but null-blob outlines to same blob. + C_OUTLINE_IT ol_it(target_blob->out_list()); + while (i + 1 < outlines.size() && wanted[i + 1] && + target_blobs[i + 1] == NULL) { + ++i; + ol_it.add_to_end(outlines[i]); + } + } else { + // Insert outline into this blob. + C_OUTLINE_IT ol_it(target_blob->out_list()); + ol_it.add_to_end(outline); + } + } else { + // Put back on noise list. + rej_it.add_to_end(new C_BLOB(outline)); + } + } + return outline_added_to_start; +} diff --git a/3rdparty/hgOCR/include/ccstruct/werd.h b/3rdparty/hgOCR/include/ccstruct/werd.h new file mode 100644 index 00000000..f9a89fb5 --- /dev/null +++ b/3rdparty/hgOCR/include/ccstruct/werd.h @@ -0,0 +1,199 @@ +/********************************************************************** + * File: word.c + * Description: Code for the WERD class. + * Author: Ray Smith + * Created: Tue Oct 08 14:32:12 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef WERD_H +#define WERD_H + +#include "params.h" +#include "bits16.h" +#include "elst2.h" +#include "strngs.h" +#include "blckerr.h" +#include "stepblob.h" + +enum WERD_FLAGS +{ + W_SEGMENTED, //< correctly segmented + W_ITALIC, //< italic text + W_BOLD, //< bold text + W_BOL, //< start of line + W_EOL, //< end of line + W_NORMALIZED, //< flags + W_SCRIPT_HAS_XHEIGHT, //< x-height concept makes sense. + W_SCRIPT_IS_LATIN, //< Special case latin for y. splitting. + W_DONT_CHOP, //< fixed pitch chopped + W_REP_CHAR, //< repeated character + W_FUZZY_SP, //< fuzzy space + W_FUZZY_NON, //< fuzzy nonspace + W_INVERSE //< white on black +}; + +enum DISPLAY_FLAGS +{ + /* Display flags bit number allocations */ + DF_BOX, //< Bounding box + DF_TEXT, //< Correct ascii + DF_POLYGONAL, //< Polyg approx + DF_EDGE_STEP, //< Edge steps + DF_BN_POLYGONAL, //< BL normalisd polyapx + DF_BLAMER //< Blamer information +}; + +class ROW; //forward decl + +class WERD : public ELIST2_LINK { + public: + WERD() {} + // WERD constructed with: + // blob_list - blobs of the word (we take this list's contents) + // blanks - number of blanks before the word + // text - correct text (outlives WERD) + WERD(C_BLOB_LIST *blob_list, uinT8 blanks, const char *text); + + // WERD constructed from: + // blob_list - blobs in the word + // clone - werd to clone flags, etc from. + WERD(C_BLOB_LIST *blob_list, WERD *clone); + + // Construct a WERD from a single_blob and clone the flags from this. + // W_BOL and W_EOL flags are set according to the given values. + WERD* ConstructFromSingleBlob(bool bol, bool eol, C_BLOB* blob); + + ~WERD() { + } + + // assignment + WERD & operator= (const WERD &source); + + // This method returns a new werd constructed using the blobs in the input + // all_blobs list, which correspond to the blobs in this werd object. The + // blobs used to construct the new word are consumed and removed from the + // input all_blobs list. + // Returns NULL if the word couldn't be constructed. + // Returns original blobs for which no matches were found in the output list + // orphan_blobs (appends). + WERD *ConstructWerdWithNewBlobs(C_BLOB_LIST *all_blobs, + C_BLOB_LIST *orphan_blobs); + + // Accessors for reject / DUFF blobs in various formats + C_BLOB_LIST *rej_cblob_list() { // compact format + return &rej_cblobs; + } + + // Accessors for good blobs in various formats. + C_BLOB_LIST *cblob_list() { // get compact blobs + return &cblobs; + } + + uinT8 space() { // access function + return blanks; + } + void set_blanks(uinT8 new_blanks) { + blanks = new_blanks; + } + int script_id() const { + return script_id_; + } + void set_script_id(int id) { + script_id_ = id; + } + + // Returns the (default) bounding box including all the dots. + TBOX bounding_box() const; // compute bounding box + // Returns the bounding box including the desired combination of upper and + // lower noise/diacritic elements. + TBOX restricted_bounding_box(bool upper_dots, bool lower_dots) const; + // Returns the bounding box of only the good blobs. + TBOX true_bounding_box() const; + + const char *text() const { return correct.string(); } + void set_text(const char *new_text) { correct = new_text; } + + BOOL8 flag(WERD_FLAGS mask) const { return flags.bit(mask); } + void set_flag(WERD_FLAGS mask, BOOL8 value) { flags.set_bit(mask, value); } + + BOOL8 display_flag(uinT8 flag) const { return disp_flags.bit(flag); } + void set_display_flag(uinT8 flag, BOOL8 value) { + disp_flags.set_bit(flag, value); + } + + WERD *shallow_copy(); // shallow copy word + + // reposition word by vector + void move(const ICOORD vec); + + // join other's blobs onto this werd, emptying out other. + void join_on(WERD* other); + + // copy other's blobs onto this word, leaving other intact. + void copy_on(WERD* other); + + // tprintf word metadata (but not blob innards) + void print(); + + #ifndef GRAPHICS_DISABLED + // plot word on window in a uniform colour + void plot(ScrollView *window, ScrollView::Color colour); + + // Get the next color in the (looping) rainbow. + static ScrollView::Color NextColor(ScrollView::Color colour); + + // plot word on window in a rainbow of colours + void plot(ScrollView *window); + + // plot rejected blobs in a rainbow of colours + void plot_rej_blobs(ScrollView *window); + #endif // GRAPHICS_DISABLED + + // Removes noise from the word by moving small outlines to the rej_cblobs + // list, based on the size_threshold. + void CleanNoise(float size_threshold); + + // Extracts all the noise outlines and stuffs the pointers into the given + // vector of outlines. Afterwards, the outlines vector owns the pointers. + void GetNoiseOutlines(GenericVector *outlines); + // Adds the selected outlines to the indcated real blobs, and puts the rest + // back in rej_cblobs where they came from. Where the target_blobs entry is + // NULL, a run of wanted outlines is put into a single new blob. + // Ownership of the outlines is transferred back to the word. (Hence + // GenericVector and not PointerVector.) + // Returns true if any new blob was added to the start of the word, which + // suggests that it might need joining to the word before it, and likewise + // sets make_next_word_fuzzy true if any new blob was added to the end. + bool AddSelectedOutlines(const GenericVector &wanted, + const GenericVector &target_blobs, + const GenericVector &outlines, + bool *make_next_word_fuzzy); + + private: + uinT8 blanks; // no of blanks + uinT8 dummy; // padding + BITS16 flags; // flags about word + BITS16 disp_flags; // display flags + inT16 script_id_; // From unicharset. + STRING correct; // correct text + C_BLOB_LIST cblobs; // compacted blobs + C_BLOB_LIST rej_cblobs; // DUFF blobs +}; + +ELIST2IZEH (WERD) +#include "ocrrow.h" // placed here due to +// compare words by increasing order of left edge, suitable for qsort(3) +int word_comparator(const void *word1p, const void *word2p); +#endif diff --git a/3rdparty/hgOCR/include/ccutil/ambigs.cpp b/3rdparty/hgOCR/include/ccutil/ambigs.cpp new file mode 100644 index 00000000..15a755de --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/ambigs.cpp @@ -0,0 +1,398 @@ +/////////////////////////////////////////////////////////////////////// +// File: ambigs.cc +// Description: Functions for dealing with ambiguities +// (training and recognition). +// Author: Daria Antonova +// Created: Mon Feb 5 11:26:43 PDT 2009 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "ambigs.h" + +#include +#include "helpers.h" +#include "universalambigs.h" + +#if defined _WIN32 +#ifndef __GNUC__ +#define strtok_r strtok_s +#else +#include "strtok_r.h" +#endif /* __GNUC__ */ +#endif /* _WIN32 */ + +namespace tesseract { + +// Maximum line size: +// 10 for sizes of ambigs, tabs, abmig type and newline +// UNICHAR_LEN * (MAX_AMBIG_SIZE + 1) for each part of the ambig +const int kMaxAmbigStringSize = UNICHAR_LEN * (MAX_AMBIG_SIZE + 1); + +AmbigSpec::AmbigSpec() { + wrong_ngram[0] = INVALID_UNICHAR_ID; + correct_fragments[0] = INVALID_UNICHAR_ID; + correct_ngram_id = INVALID_UNICHAR_ID; + type = NOT_AMBIG; + wrong_ngram_size = 0; +} + +ELISTIZE(AmbigSpec); + +// Initializes the ambigs by adding a NULL pointer to each table. +void UnicharAmbigs::InitUnicharAmbigs(const UNICHARSET& unicharset, + bool use_ambigs_for_adaption) { + for (int i = 0; i < unicharset.size(); ++i) { + replace_ambigs_.push_back(NULL); + dang_ambigs_.push_back(NULL); + one_to_one_definite_ambigs_.push_back(NULL); + if (use_ambigs_for_adaption) { + ambigs_for_adaption_.push_back(NULL); + reverse_ambigs_for_adaption_.push_back(NULL); + } + } +} + +// Loads the universal ambigs that are useful for any language. +void UnicharAmbigs::LoadUniversal(const UNICHARSET& encoder_set, + UNICHARSET* unicharset) { + TFile file; + if (!file.Open(kUniversalAmbigsFile, ksizeofUniversalAmbigsFile)) return; + LoadUnicharAmbigs(encoder_set, &file, 0, false, unicharset); +} + +void UnicharAmbigs::LoadUnicharAmbigs(const UNICHARSET& encoder_set, + TFile *ambig_file, + int debug_level, + bool use_ambigs_for_adaption, + UNICHARSET *unicharset) { + int i, j; + UnicharIdVector *adaption_ambigs_entry; + if (debug_level) tprintf("Reading ambiguities\n"); + + int test_ambig_part_size; + int replacement_ambig_part_size; + // The space for buffer is allocated on the heap to avoid + // GCC frame size warning. + const int kBufferSize = 10 + 2 * kMaxAmbigStringSize; + char *buffer = new char[kBufferSize]; + char replacement_string[kMaxAmbigStringSize]; + UNICHAR_ID test_unichar_ids[MAX_AMBIG_SIZE + 1]; + int line_num = 0; + int type = NOT_AMBIG; + + // Determine the version of the ambigs file. + int version = 0; + ASSERT_HOST(ambig_file->FGets(buffer, kBufferSize) != NULL && + strlen(buffer) > 0); + if (*buffer == 'v') { + version = static_cast(strtol(buffer+1, NULL, 10)); + ++line_num; + } else { + ambig_file->Rewind(); + } + while (ambig_file->FGets(buffer, kBufferSize) != NULL) { + chomp_string(buffer); + if (debug_level > 2) tprintf("read line %s\n", buffer); + ++line_num; + if (!ParseAmbiguityLine(line_num, version, debug_level, encoder_set, + buffer, &test_ambig_part_size, test_unichar_ids, + &replacement_ambig_part_size, + replacement_string, &type)) continue; + // Construct AmbigSpec and add it to the appropriate AmbigSpec_LIST. + AmbigSpec *ambig_spec = new AmbigSpec(); + if (!InsertIntoTable((type == REPLACE_AMBIG) ? replace_ambigs_ + : dang_ambigs_, + test_ambig_part_size, test_unichar_ids, + replacement_ambig_part_size, replacement_string, type, + ambig_spec, unicharset)) + continue; + + // Update one_to_one_definite_ambigs_. + if (test_ambig_part_size == 1 && + replacement_ambig_part_size == 1 && type == DEFINITE_AMBIG) { + if (one_to_one_definite_ambigs_[test_unichar_ids[0]] == NULL) { + one_to_one_definite_ambigs_[test_unichar_ids[0]] = new UnicharIdVector(); + } + one_to_one_definite_ambigs_[test_unichar_ids[0]]->push_back( + ambig_spec->correct_ngram_id); + } + // Update ambigs_for_adaption_. + if (use_ambigs_for_adaption) { + GenericVector encoding; + // Silently ignore invalid strings, as before, so it is safe to use a + // universal ambigs file. + if (unicharset->encode_string(replacement_string, true, &encoding, + NULL, NULL)) { + for (i = 0; i < test_ambig_part_size; ++i) { + if (ambigs_for_adaption_[test_unichar_ids[i]] == NULL) { + ambigs_for_adaption_[test_unichar_ids[i]] = new UnicharIdVector(); + } + adaption_ambigs_entry = ambigs_for_adaption_[test_unichar_ids[i]]; + for (int r = 0; r < encoding.size(); ++r) { + UNICHAR_ID id_to_insert = encoding[r]; + ASSERT_HOST(id_to_insert != INVALID_UNICHAR_ID); + // Add the new unichar id to adaption_ambigs_entry (only if the + // vector does not already contain it) keeping it in sorted order. + for (j = 0; j < adaption_ambigs_entry->size() && + (*adaption_ambigs_entry)[j] > id_to_insert; ++j); + if (j < adaption_ambigs_entry->size()) { + if ((*adaption_ambigs_entry)[j] != id_to_insert) { + adaption_ambigs_entry->insert(id_to_insert, j); + } + } else { + adaption_ambigs_entry->push_back(id_to_insert); + } + } + } + } + } + } + delete[] buffer; + + // Fill in reverse_ambigs_for_adaption from ambigs_for_adaption vector. + if (use_ambigs_for_adaption) { + for (i = 0; i < ambigs_for_adaption_.size(); ++i) { + adaption_ambigs_entry = ambigs_for_adaption_[i]; + if (adaption_ambigs_entry == NULL) continue; + for (j = 0; j < adaption_ambigs_entry->size(); ++j) { + UNICHAR_ID ambig_id = (*adaption_ambigs_entry)[j]; + if (reverse_ambigs_for_adaption_[ambig_id] == NULL) { + reverse_ambigs_for_adaption_[ambig_id] = new UnicharIdVector(); + } + reverse_ambigs_for_adaption_[ambig_id]->push_back(i); + } + } + } + + // Print what was read from the input file. + if (debug_level > 1) { + for (int tbl = 0; tbl < 2; ++tbl) { + const UnicharAmbigsVector &print_table = + (tbl == 0) ? replace_ambigs_ : dang_ambigs_; + for (i = 0; i < print_table.size(); ++i) { + AmbigSpec_LIST *lst = print_table[i]; + if (lst == NULL) continue; + if (!lst->empty()) { + tprintf("%s Ambiguities for %s:\n", + (tbl == 0) ? "Replaceable" : "Dangerous", + unicharset->debug_str(i).string()); + } + AmbigSpec_IT lst_it(lst); + for (lst_it.mark_cycle_pt(); !lst_it.cycled_list(); lst_it.forward()) { + AmbigSpec *ambig_spec = lst_it.data(); + tprintf("wrong_ngram:"); + UnicharIdArrayUtils::print(ambig_spec->wrong_ngram, *unicharset); + tprintf("correct_fragments:"); + UnicharIdArrayUtils::print(ambig_spec->correct_fragments, *unicharset); + } + } + } + if (use_ambigs_for_adaption) { + for (int vec_id = 0; vec_id < 2; ++vec_id) { + const GenericVector &vec = (vec_id == 0) ? + ambigs_for_adaption_ : reverse_ambigs_for_adaption_; + for (i = 0; i < vec.size(); ++i) { + adaption_ambigs_entry = vec[i]; + if (adaption_ambigs_entry != NULL) { + tprintf("%sAmbigs for adaption for %s:\n", + (vec_id == 0) ? "" : "Reverse ", + unicharset->debug_str(i).string()); + for (j = 0; j < adaption_ambigs_entry->size(); ++j) { + tprintf("%s ", unicharset->debug_str( + (*adaption_ambigs_entry)[j]).string()); + } + tprintf("\n"); + } + } + } + } + } +} + +bool UnicharAmbigs::ParseAmbiguityLine( + int line_num, int version, int debug_level, const UNICHARSET &unicharset, + char *buffer, int *test_ambig_part_size, UNICHAR_ID *test_unichar_ids, + int *replacement_ambig_part_size, char *replacement_string, int *type) { + if (version > 1) { + // Simpler format is just wrong-string correct-string type\n. + STRING input(buffer); + GenericVector fields; + input.split(' ', &fields); + if (fields.size() != 3) { + if (debug_level) tprintf(kIllegalMsg, line_num); + return false; + } + // Encode wrong-string. + GenericVector unichars; + if (!unicharset.encode_string(fields[0].string(), true, &unichars, NULL, + NULL)) { + return false; + } + *test_ambig_part_size = unichars.size(); + if (*test_ambig_part_size > MAX_AMBIG_SIZE) { + if (debug_level) + tprintf("Too many unichars in ambiguity on line %d\n", line_num); + return false; + } + // Copy encoded string to output. + for (int i = 0; i < unichars.size(); ++i) + test_unichar_ids[i] = unichars[i]; + test_unichar_ids[unichars.size()] = INVALID_UNICHAR_ID; + // Encode replacement-string to check validity. + if (!unicharset.encode_string(fields[1].string(), true, &unichars, NULL, + NULL)) { + return false; + } + *replacement_ambig_part_size = unichars.size(); + if (*replacement_ambig_part_size > MAX_AMBIG_SIZE) { + if (debug_level) + tprintf("Too many unichars in ambiguity on line %d\n", line_num); + return false; + } + if (sscanf(fields[2].string(), "%d", type) != 1) { + if (debug_level) tprintf(kIllegalMsg, line_num); + return false; + } + snprintf(replacement_string, kMaxAmbigStringSize, "%s", fields[1].string()); + return true; + } + int i; + char *token; + char *next_token; + if (!(token = strtok_r(buffer, kAmbigDelimiters, &next_token)) || + !sscanf(token, "%d", test_ambig_part_size) || + *test_ambig_part_size <= 0) { + if (debug_level) tprintf(kIllegalMsg, line_num); + return false; + } + if (*test_ambig_part_size > MAX_AMBIG_SIZE) { + if (debug_level) + tprintf("Too many unichars in ambiguity on line %d\n", line_num); + return false; + } + for (i = 0; i < *test_ambig_part_size; ++i) { + if (!(token = strtok_r(NULL, kAmbigDelimiters, &next_token))) break; + if (!unicharset.contains_unichar(token)) { + if (debug_level) tprintf(kIllegalUnicharMsg, token); + break; + } + test_unichar_ids[i] = unicharset.unichar_to_id(token); + } + test_unichar_ids[i] = INVALID_UNICHAR_ID; + + if (i != *test_ambig_part_size || + !(token = strtok_r(NULL, kAmbigDelimiters, &next_token)) || + !sscanf(token, "%d", replacement_ambig_part_size) || + *replacement_ambig_part_size <= 0) { + if (debug_level) tprintf(kIllegalMsg, line_num); + return false; + } + if (*replacement_ambig_part_size > MAX_AMBIG_SIZE) { + if (debug_level) + tprintf("Too many unichars in ambiguity on line %d\n", line_num); + return false; + } + replacement_string[0] = '\0'; + for (i = 0; i < *replacement_ambig_part_size; ++i) { + if (!(token = strtok_r(NULL, kAmbigDelimiters, &next_token))) break; + strcat(replacement_string, token); + if (!unicharset.contains_unichar(token)) { + if (debug_level) tprintf(kIllegalUnicharMsg, token); + break; + } + } + if (i != *replacement_ambig_part_size) { + if (debug_level) tprintf(kIllegalMsg, line_num); + return false; + } + if (version > 0) { + // The next field being true indicates that the abiguity should + // always be substituted (e.g. '' should always be changed to "). + // For such "certain" n -> m ambigs tesseract will insert character + // fragments for the n pieces in the unicharset. AmbigsFound() + // will then replace the incorrect ngram with the character + // fragments of the correct character (or ngram if m > 1). + // Note that if m > 1, an ngram will be inserted into the + // modified word, not the individual unigrams. Tesseract + // has limited support for ngram unichar (e.g. dawg permuter). + if (!(token = strtok_r(NULL, kAmbigDelimiters, &next_token)) || + !sscanf(token, "%d", type)) { + if (debug_level) tprintf(kIllegalMsg, line_num); + return false; + } + } + return true; +} + +bool UnicharAmbigs::InsertIntoTable( + UnicharAmbigsVector &table, int test_ambig_part_size, + UNICHAR_ID *test_unichar_ids, int replacement_ambig_part_size, + const char *replacement_string, int type, + AmbigSpec *ambig_spec, UNICHARSET *unicharset) { + ambig_spec->type = static_cast(type); + if (test_ambig_part_size == 1 && replacement_ambig_part_size == 1 && + unicharset->to_lower(test_unichar_ids[0]) == + unicharset->to_lower(unicharset->unichar_to_id(replacement_string))) { + ambig_spec->type = CASE_AMBIG; + } + + ambig_spec->wrong_ngram_size = + UnicharIdArrayUtils::copy(test_unichar_ids, ambig_spec->wrong_ngram); + + // Since we need to maintain a constant number of unichar positions in + // order to construct ambig_blob_choices vector in NoDangerousAmbig(), for + // each n->m ambiguity we will have to place n character fragments of the + // correct ngram into the corresponding positions in the vector (e.g. given + // "vvvvw" and vvvv->ww we will place v and |ww|0|4 into position 0, v and + // |ww|1|4 into position 1 and so on. The correct ngram is reconstructed + // from fragments by dawg_permute_and_select(). + + // Insert the corresponding correct ngram into the unicharset. + // Unicharset code assumes that the "base" ngram is inserted into + // the unicharset before fragments of this ngram are inserted. + unicharset->unichar_insert(replacement_string); + ambig_spec->correct_ngram_id = + unicharset->unichar_to_id(replacement_string); + if (replacement_ambig_part_size > 1) { + unicharset->set_isngram(ambig_spec->correct_ngram_id, true); + } + // Add the corresponding fragments of the wrong ngram to unicharset. + int i; + for (i = 0; i < test_ambig_part_size; ++i) { + UNICHAR_ID unichar_id; + if (test_ambig_part_size == 1) { + unichar_id = ambig_spec->correct_ngram_id; + } else { + STRING frag_str = CHAR_FRAGMENT::to_string( + replacement_string, i, test_ambig_part_size, false); + unicharset->unichar_insert(frag_str.string()); + unichar_id = unicharset->unichar_to_id(frag_str.string()); + } + ambig_spec->correct_fragments[i] = unichar_id; + } + ambig_spec->correct_fragments[i] = INVALID_UNICHAR_ID; + + // Add AmbigSpec for this ambiguity to the corresponding AmbigSpec_LIST. + // Keep AmbigSpec_LISTs sorted by AmbigSpec.wrong_ngram. + if (table[test_unichar_ids[0]] == NULL) { + table[test_unichar_ids[0]] = new AmbigSpec_LIST(); + } + if (table[test_unichar_ids[0]]->add_sorted( + AmbigSpec::compare_ambig_specs, true, ambig_spec)) + return true; + delete ambig_spec; + return false; +} + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccutil/ambigs.h b/3rdparty/hgOCR/include/ccutil/ambigs.h new file mode 100644 index 00000000..faab2198 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/ambigs.h @@ -0,0 +1,229 @@ +/////////////////////////////////////////////////////////////////////// +// File: ambigs.h +// Description: Constants, flags, functions for dealing with +// ambiguities (training and recognition). +// Author: Daria Antonova +// Created: Mon Aug 23 11:26:43 PDT 2008 +// +// (C) Copyright 2008, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_AMBIGS_H_ +#define TESSERACT_CCUTIL_AMBIGS_H_ + +#include "elst.h" +#include "tprintf.h" +#include "unichar.h" +#include "unicharset.h" +#include "genericvector.h" + +#define MAX_AMBIG_SIZE 10 + +namespace tesseract { + +typedef GenericVector UnicharIdVector; + +static const int kUnigramAmbigsBufferSize = 1000; +static const char kAmbigNgramSeparator[] = { ' ', '\0' }; +static const char kAmbigDelimiters[] = "\t "; +static const char kIllegalMsg[] = + "Illegal ambiguity specification on line %d\n"; +static const char kIllegalUnicharMsg[] = + "Illegal unichar %s in ambiguity specification\n"; + +enum AmbigType { + NOT_AMBIG, // the ngram pair is not ambiguous + REPLACE_AMBIG, // ocred ngram should always be substituted with correct + DEFINITE_AMBIG, // add correct ngram to the classifier results (1-1) + SIMILAR_AMBIG, // use pairwise classifier for ocred/correct pair (1-1) + CASE_AMBIG, // this is a case ambiguity (1-1) + + AMBIG_TYPE_COUNT // number of enum entries +}; + +// A collection of utility functions for arrays of UNICHAR_IDs that are +// terminated by INVALID_UNICHAR_ID. +class UnicharIdArrayUtils { + public: + // Compares two arrays of unichar ids. Returns -1 if the length of array1 is + // less than length of array2, if any array1[i] is less than array2[i]. + // Returns 0 if the arrays are equal, 1 otherwise. + // The function assumes that the arrays are terminated by INVALID_UNICHAR_ID. + static inline int compare(const UNICHAR_ID *ptr1, const UNICHAR_ID *ptr2) { + for (;;) { + const UNICHAR_ID val1 = *ptr1++; + const UNICHAR_ID val2 = *ptr2++; + if (val1 != val2) { + if (val1 == INVALID_UNICHAR_ID) return -1; + if (val2 == INVALID_UNICHAR_ID) return 1; + if (val1 < val2) return -1; + return 1; + } + if (val1 == INVALID_UNICHAR_ID) return 0; + } + } + + // Look uid in the vector of uids. If found, the index of the matched + // element is returned. Otherwise, it returns -1. + static inline int find_in(const UnicharIdVector& uid_vec, + const UNICHAR_ID uid) { + for (int i = 0; i < uid_vec.size(); ++i) + if (uid_vec[i] == uid) return i; + return -1; + } + + // Copies UNICHAR_IDs from dst to src. Returns the number of ids copied. + // The function assumes that the arrays are terminated by INVALID_UNICHAR_ID + // and that dst has enough space for all the elements from src. + static inline int copy(const UNICHAR_ID src[], UNICHAR_ID dst[]) { + int i = 0; + do { + dst[i] = src[i]; + } while (dst[i++] != INVALID_UNICHAR_ID); + return i - 1; + } + + // Prints unichars corresponding to the unichar_ids in the given array. + // The function assumes that array is terminated by INVALID_UNICHAR_ID. + static inline void print(const UNICHAR_ID array[], + const UNICHARSET &unicharset) { + const UNICHAR_ID *ptr = array; + if (*ptr == INVALID_UNICHAR_ID) tprintf("[Empty]"); + while (*ptr != INVALID_UNICHAR_ID) { + tprintf("%s ", unicharset.id_to_unichar(*ptr++)); + } + tprintf("( "); + ptr = array; + while (*ptr != INVALID_UNICHAR_ID) tprintf("%d ", *ptr++); + tprintf(")\n"); + } +}; + +// AMBIG_SPEC_LIST stores a list of dangerous ambigs that +// start with the same unichar (e.g. r->t rn->m rr1->m). +class AmbigSpec : public ELIST_LINK { + public: + AmbigSpec(); + ~AmbigSpec() {} + + // Comparator function for sorting AmbigSpec_LISTs. The lists will + // be sorted by their wrong_ngram arrays. Example of wrong_ngram vectors + // in a a sorted AmbigSpec_LIST: [9 1 3], [9 3 4], [9 8], [9, 8 1]. + static int compare_ambig_specs(const void *spec1, const void *spec2) { + const AmbigSpec *s1 = + *reinterpret_cast(spec1); + const AmbigSpec *s2 = + *reinterpret_cast(spec2); + int result = UnicharIdArrayUtils::compare(s1->wrong_ngram, s2->wrong_ngram); + if (result != 0) return result; + return UnicharIdArrayUtils::compare(s1->correct_fragments, + s2->correct_fragments); + } + + UNICHAR_ID wrong_ngram[MAX_AMBIG_SIZE + 1]; + UNICHAR_ID correct_fragments[MAX_AMBIG_SIZE + 1]; + UNICHAR_ID correct_ngram_id; + AmbigType type; + int wrong_ngram_size; +}; +ELISTIZEH(AmbigSpec); + +// AMBIG_TABLE[i] stores a set of ambiguities whose +// wrong ngram starts with unichar id i. +typedef GenericVector UnicharAmbigsVector; + +class UnicharAmbigs { + public: + UnicharAmbigs() {} + ~UnicharAmbigs() { + replace_ambigs_.delete_data_pointers(); + dang_ambigs_.delete_data_pointers(); + one_to_one_definite_ambigs_.delete_data_pointers(); + } + + const UnicharAmbigsVector &dang_ambigs() const { return dang_ambigs_; } + const UnicharAmbigsVector &replace_ambigs() const { return replace_ambigs_; } + + // Initializes the ambigs by adding a NULL pointer to each table. + void InitUnicharAmbigs(const UNICHARSET& unicharset, + bool use_ambigs_for_adaption); + + // Loads the universal ambigs that are useful for any language. + void LoadUniversal(const UNICHARSET& encoder_set, UNICHARSET* unicharset); + + // Fills in two ambiguity tables (replaceable and dangerous) with information + // read from the ambigs file. An ambiguity table is an array of lists. + // The array is indexed by a class id. Each entry in the table provides + // a list of potential ambiguities which can start with the corresponding + // character. For example the ambiguity "rn -> m", would be located in the + // table at index of unicharset.unichar_to_id('r'). + // In 1-1 ambiguities (e.g. s -> S, 1 -> I) are recorded in + // one_to_one_definite_ambigs_. This vector is also indexed by the class id + // of the wrong part of the ambiguity and each entry contains a vector of + // unichar ids that are ambiguous to it. + // encoder_set is used to encode the ambiguity strings, undisturbed by new + // unichar_ids that may be created by adding the ambigs. + void LoadUnicharAmbigs(const UNICHARSET& encoder_set, + TFile *ambigs_file, int debug_level, + bool use_ambigs_for_adaption, UNICHARSET *unicharset); + + // Returns definite 1-1 ambigs for the given unichar id. + inline const UnicharIdVector *OneToOneDefiniteAmbigs( + UNICHAR_ID unichar_id) const { + if (one_to_one_definite_ambigs_.empty()) return NULL; + return one_to_one_definite_ambigs_[unichar_id]; + } + + // Returns a pointer to the vector with all unichar ids that appear in the + // 'correct' part of the ambiguity pair when the given unichar id appears + // in the 'wrong' part of the ambiguity. E.g. if DangAmbigs file consist of + // m->rn,rn->m,m->iii, UnicharAmbigsForAdaption() called with unichar id of + // m will return a pointer to a vector with unichar ids of r,n,i. + inline const UnicharIdVector *AmbigsForAdaption( + UNICHAR_ID unichar_id) const { + if (ambigs_for_adaption_.empty()) return NULL; + return ambigs_for_adaption_[unichar_id]; + } + + // Similar to the above, but return the vector of unichar ids for which + // the given unichar_id is an ambiguity (appears in the 'wrong' part of + // some ambiguity pair). + inline const UnicharIdVector *ReverseAmbigsForAdaption( + UNICHAR_ID unichar_id) const { + if (reverse_ambigs_for_adaption_.empty()) return NULL; + return reverse_ambigs_for_adaption_[unichar_id]; + } + + private: + bool ParseAmbiguityLine(int line_num, int version, int debug_level, + const UNICHARSET &unicharset, char *buffer, + int *test_ambig_part_size, + UNICHAR_ID *test_unichar_ids, + int *replacement_ambig_part_size, + char *replacement_string, int *type); + bool InsertIntoTable(UnicharAmbigsVector &table, + int test_ambig_part_size, UNICHAR_ID *test_unichar_ids, + int replacement_ambig_part_size, + const char *replacement_string, int type, + AmbigSpec *ambig_spec, UNICHARSET *unicharset); + + UnicharAmbigsVector dang_ambigs_; + UnicharAmbigsVector replace_ambigs_; + GenericVector one_to_one_definite_ambigs_; + GenericVector ambigs_for_adaption_; + GenericVector reverse_ambigs_for_adaption_; +}; + +} // namespace tesseract + +#endif // TESSERACT_CCUTIL_AMBIGS_H_ diff --git a/3rdparty/hgOCR/include/ccutil/basedir.cpp b/3rdparty/hgOCR/include/ccutil/basedir.cpp new file mode 100644 index 00000000..69b88c27 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/basedir.cpp @@ -0,0 +1,45 @@ +/********************************************************************** + * File: basedir.c (Formerly getpath.c) + * Description: Find the directory location of the current executable using PATH. + * Author: Ray Smith + * Created: Mon Jul 09 09:06:39 BST 1990 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "basedir.h" + +#include + +// Assuming that code_path is the name of some file in a desired directory, +// returns the given code_path stripped back to the last slash, leaving +// the last slash in place. If there is no slash, returns ./ assuming that +// the input was the name of something in the current directory. +// Useful for getting to the directory of argv[0], but does not search +// any paths. +TESS_API void truncate_path(const char *code_path, STRING* trunc_path) { + int trunc_index = -1; + if (code_path != NULL) { + const char* last_slash = strrchr(code_path, '/'); + if (last_slash != NULL && last_slash + 1 - code_path > trunc_index) + trunc_index = last_slash + 1 - code_path; + last_slash = strrchr(code_path, '\\'); + if (last_slash != NULL && last_slash + 1 - code_path > trunc_index) + trunc_index = last_slash + 1 - code_path; + } + *trunc_path = code_path; + if (trunc_index >= 0) + trunc_path->truncate_at(trunc_index); + else + *trunc_path = "./"; +} diff --git a/3rdparty/hgOCR/include/ccutil/basedir.h b/3rdparty/hgOCR/include/ccutil/basedir.h new file mode 100644 index 00000000..60d56ba6 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/basedir.h @@ -0,0 +1,31 @@ +/********************************************************************** + * File: basedir.h (Formerly getpath.h) + * Description: Header file for getpath.c. Provides relocatability of data. + * Author: Ray Smith + * Created: Mon Jul 09 09:13:03 BST 1990 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef BASEDIR_H +#define BASEDIR_H + +#include "platform.h" +#include "strngs.h" + +// Returns the given code_path truncated to the last slash. +// Useful for getting to the directory of argv[0], but does not search +// any paths. +TESS_API void truncate_path(const char *code_path, STRING* trunc_path); + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/bits16.cpp b/3rdparty/hgOCR/include/ccutil/bits16.cpp new file mode 100644 index 00000000..38c896f5 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/bits16.cpp @@ -0,0 +1,29 @@ +/********************************************************************** + * File: bits16.h (Formerly bits8.h) + * Description: Code for 8 bit field class. + * Author: Phil Cheatle + * Created: Thu Oct 17 10:10:05 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "bits16.h" + +/********************************************************************** + * Constructor. Something to get it past the compiler as almost all inlined. + * + **********************************************************************/ +BITS16::BITS16( // constructor + uinT16 init) { // initial val + val = init; +} diff --git a/3rdparty/hgOCR/include/ccutil/bits16.h b/3rdparty/hgOCR/include/ccutil/bits16.h new file mode 100644 index 00000000..6bbec4c0 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/bits16.h @@ -0,0 +1,61 @@ +/********************************************************************** + * File: bits16.h (Formerly bits8.h) + * Description: Code for 8 bit field class. + * Author: Phil Cheatle + * Created: Thu Oct 17 10:10:05 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef BITS16_H +#define BITS16_H + +#include "host.h" + +class DLLSYM BITS16 +{ + public: + uinT16 val; + + BITS16() { + val = 0; + } // constructor + + BITS16( // constructor + uinT16 init); // initial val + + void turn_on_bit( // flip specified bit + uinT8 bit_num) { // bit to flip 0..7 + val = val | 01 << bit_num; + } + + void turn_off_bit( // flip specified bit + uinT8 bit_num) { // bit to flip 0..7 + val = val & ~(01 << bit_num); + } + + void set_bit( // flip specified bit + uinT8 bit_num, // bit to flip 0..7 + BOOL8 value) { // value to flip to + if (value) + val = val | 01 << bit_num; + else + val = val & ~(01 << bit_num); + } + + BOOL8 bit( // access bit + uinT8 bit_num) const { // bit to access + return (val >> bit_num) & 01; + } +}; +#endif diff --git a/3rdparty/hgOCR/include/ccutil/bitvector.cpp b/3rdparty/hgOCR/include/ccutil/bitvector.cpp new file mode 100644 index 00000000..31166863 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/bitvector.cpp @@ -0,0 +1,269 @@ +// Copyright 2011 Google Inc. All Rights Reserved. +// Author: rays@google.com (Ray Smith) +/////////////////////////////////////////////////////////////////////// +// File: bitvector.cpp +// Description: Class replacement for BITVECTOR. +// Author: Ray Smith +// Created: Mon Jan 10 17:45:01 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "bitvector.h" +#include +#include "helpers.h" +#include "ndminx.h" + +namespace tesseract { + +// Fast lookup table to get the first least significant set bit in a byte. +// For zero, the table has 255, but since it is a special case, most code +// that uses this table will check for zero before looking up lsb_index_. +const uinT8 BitVector::lsb_index_[256] = { + 255, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 5, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 6, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 5, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 7, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 5, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 6, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 5, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0, + 4, 0, 1, 0, 2, 0, 1, 0, 3, 0, 1, 0, 2, 0, 1, 0 +}; + +// Fast lookup table to get the residual bits after zeroing the first (lowest) +// set bit in a byte. +const uinT8 BitVector::lsb_eroded_[256] = { + 0, 0, 0, 0x2, 0, 0x4, 0x4, 0x6, + 0, 0x8, 0x8, 0x0a, 0x08, 0x0c, 0x0c, 0x0e, + 0, 0x10, 0x10, 0x12, 0x10, 0x14, 0x14, 0x16, + 0x10, 0x18, 0x18, 0x1a, 0x18, 0x1c, 0x1c, 0x1e, + 0, 0x20, 0x20, 0x22, 0x20, 0x24, 0x24, 0x26, + 0x20, 0x28, 0x28, 0x2a, 0x28, 0x2c, 0x2c, 0x2e, + 0x20, 0x30, 0x30, 0x32, 0x30, 0x34, 0x34, 0x36, + 0x30, 0x38, 0x38, 0x3a, 0x38, 0x3c, 0x3c, 0x3e, + 0, 0x40, 0x40, 0x42, 0x40, 0x44, 0x44, 0x46, + 0x40, 0x48, 0x48, 0x4a, 0x48, 0x4c, 0x4c, 0x4e, + 0x40, 0x50, 0x50, 0x52, 0x50, 0x54, 0x54, 0x56, + 0x50, 0x58, 0x58, 0x5a, 0x58, 0x5c, 0x5c, 0x5e, + 0x40, 0x60, 0x60, 0x62, 0x60, 0x64, 0x64, 0x66, + 0x60, 0x68, 0x68, 0x6a, 0x68, 0x6c, 0x6c, 0x6e, + 0x60, 0x70, 0x70, 0x72, 0x70, 0x74, 0x74, 0x76, + 0x70, 0x78, 0x78, 0x7a, 0x78, 0x7c, 0x7c, 0x7e, + 0, 0x80, 0x80, 0x82, 0x80, 0x84, 0x84, 0x86, + 0x80, 0x88, 0x88, 0x8a, 0x88, 0x8c, 0x8c, 0x8e, + 0x80, 0x90, 0x90, 0x92, 0x90, 0x94, 0x94, 0x96, + 0x90, 0x98, 0x98, 0x9a, 0x98, 0x9c, 0x9c, 0x9e, + 0x80, 0xa0, 0xa0, 0xa2, 0xa0, 0xa4, 0xa4, 0xa6, + 0xa0, 0xa8, 0xa8, 0xaa, 0xa8, 0xac, 0xac, 0xae, + 0xa0, 0xb0, 0xb0, 0xb2, 0xb0, 0xb4, 0xb4, 0xb6, + 0xb0, 0xb8, 0xb8, 0xba, 0xb8, 0xbc, 0xbc, 0xbe, + 0x80, 0xc0, 0xc0, 0xc2, 0xc0, 0xc4, 0xc4, 0xc6, + 0xc0, 0xc8, 0xc8, 0xca, 0xc8, 0xcc, 0xcc, 0xce, + 0xc0, 0xd0, 0xd0, 0xd2, 0xd0, 0xd4, 0xd4, 0xd6, + 0xd0, 0xd8, 0xd8, 0xda, 0xd8, 0xdc, 0xdc, 0xde, + 0xc0, 0xe0, 0xe0, 0xe2, 0xe0, 0xe4, 0xe4, 0xe6, + 0xe0, 0xe8, 0xe8, 0xea, 0xe8, 0xec, 0xec, 0xee, + 0xe0, 0xf0, 0xf0, 0xf2, 0xf0, 0xf4, 0xf4, 0xf6, + 0xf0, 0xf8, 0xf8, 0xfa, 0xf8, 0xfc, 0xfc, 0xfe +}; + +// Fast lookup table to give the number of set bits in a byte. +const int BitVector::hamming_table_[256] = { + 0, 1, 1, 2, 1, 2, 2, 3, 1, 2, 2, 3, 2, 3, 3, 4, + 1, 2, 2, 3, 2, 3, 3, 4, 2, 3, 3, 4, 3, 4, 4, 5, + 1, 2, 2, 3, 2, 3, 3, 4, 2, 3, 3, 4, 3, 4, 4, 5, + 2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, + 1, 2, 2, 3, 2, 3, 3, 4, 2, 3, 3, 4, 3, 4, 4, 5, + 2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, + 2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, + 3, 4, 4, 5, 4, 5, 5, 6, 4, 5, 5, 6, 5, 6, 6, 7, + 1, 2, 2, 3, 2, 3, 3, 4, 2, 3, 3, 4, 3, 4, 4, 5, + 2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, + 2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, + 3, 4, 4, 5, 4, 5, 5, 6, 4, 5, 5, 6, 5, 6, 6, 7, + 2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, + 3, 4, 4, 5, 4, 5, 5, 6, 4, 5, 5, 6, 5, 6, 6, 7, + 3, 4, 4, 5, 4, 5, 5, 6, 4, 5, 5, 6, 5, 6, 6, 7, + 4, 5, 5, 6, 5, 6, 6, 7, 5, 6, 6, 7, 6, 7, 7, 8 +}; + + +BitVector::BitVector() : bit_size_(0), array_(NULL) {} + +BitVector::BitVector(int length) : bit_size_(length) { + array_ = new uinT32[WordLength()]; + SetAllFalse(); +} + +BitVector::BitVector(const BitVector& src) : bit_size_(src.bit_size_) { + array_ = new uinT32[WordLength()]; + memcpy(array_, src.array_, ByteLength()); +} + +BitVector& BitVector::operator=(const BitVector& src) { + Alloc(src.bit_size_); + memcpy(array_, src.array_, ByteLength()); + return *this; +} + +BitVector::~BitVector() { + delete [] array_; +} + +// Initializes the array to length * false. +void BitVector::Init(int length) { + Alloc(length); + SetAllFalse(); +} + +// Writes to the given file. Returns false in case of error. +bool BitVector::Serialize(FILE* fp) const { + if (fwrite(&bit_size_, sizeof(bit_size_), 1, fp) != 1) return false; + int wordlen = WordLength(); + if (static_cast(fwrite(array_, sizeof(*array_), wordlen, fp)) != wordlen) + return false; + return true; +} + +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool BitVector::DeSerialize(bool swap, FILE* fp) { + uinT32 new_bit_size; + if (fread(&new_bit_size, sizeof(new_bit_size), 1, fp) != 1) return false; + if (swap) { + ReverseN(&new_bit_size, sizeof(new_bit_size)); + } + Alloc(new_bit_size); + int wordlen = WordLength(); + if (static_cast(fread(array_, sizeof(*array_), wordlen, fp)) != wordlen) + return false; + if (swap) { + for (int i = 0; i < wordlen; ++i) + ReverseN(&array_[i], sizeof(array_[i])); + } + return true; +} + +void BitVector::SetAllFalse() { + memset(array_, 0, ByteLength()); +} +void BitVector::SetAllTrue() { + memset(array_, ~0, ByteLength()); +} + +// Returns the index of the next set bit after the given index. +// Useful for quickly iterating through the set bits in a sparse vector. +int BitVector::NextSetBit(int prev_bit) const { + // Move on to the next bit. + int next_bit = prev_bit + 1; + if (next_bit >= bit_size_) return -1; + // Check the remains of the word containing the next_bit first. + int next_word = WordIndex(next_bit); + int bit_index = next_word * kBitFactor; + int word_end = bit_index + kBitFactor; + uinT32 word = array_[next_word]; + uinT8 byte = word & 0xff; + while (bit_index < word_end) { + if (bit_index + 8 > next_bit && byte != 0) { + while (bit_index + lsb_index_[byte] < next_bit && byte != 0) + byte = lsb_eroded_[byte]; + if (byte != 0) + return bit_index + lsb_index_[byte]; + } + word >>= 8; + bit_index += 8; + byte = word & 0xff; + } + // next_word didn't contain a 1, so find the next word with set bit. + ++next_word; + int wordlen = WordLength(); + while (next_word < wordlen && (word = array_[next_word]) == 0) { + ++next_word; + bit_index += kBitFactor; + } + if (bit_index >= bit_size_) return -1; + // Find the first non-zero byte within the word. + while ((word & 0xff) == 0) { + word >>= 8; + bit_index += 8; + } + return bit_index + lsb_index_[word & 0xff]; +} + +// Returns the number of set bits in the vector. +int BitVector::NumSetBits() const { + int wordlen = WordLength(); + int total_bits = 0; + for (int w = 0; w < wordlen; ++w) { + uinT32 word = array_[w]; + for (int i = 0; i < 4; ++i) { + total_bits += hamming_table_[word & 0xff]; + word >>= 8; + } + } + return total_bits; +} + +// Logical in-place operations on whole bit vectors. Tries to do something +// sensible if they aren't the same size, but they should be really. +void BitVector::operator|=(const BitVector& other) { + int length = MIN(WordLength(), other.WordLength()); + for (int w = 0; w < length; ++w) + array_[w] |= other.array_[w]; +} +void BitVector::operator&=(const BitVector& other) { + int length = MIN(WordLength(), other.WordLength()); + for (int w = 0; w < length; ++w) + array_[w] &= other.array_[w]; + for (int w = WordLength() - 1; w >= length; --w) + array_[w] = 0; +} +void BitVector::operator^=(const BitVector& other) { + int length = MIN(WordLength(), other.WordLength()); + for (int w = 0; w < length; ++w) + array_[w] ^= other.array_[w]; +} +// Set subtraction *this = v1 - v2. +void BitVector::SetSubtract(const BitVector& v1, const BitVector& v2) { + Alloc(v1.size()); + int length = MIN(v1.WordLength(), v2.WordLength()); + for (int w = 0; w < length; ++w) + array_[w] = v1.array_[w] ^ (v1.array_[w] & v2.array_[w]); + for (int w = WordLength() - 1; w >= length; --w) + array_[w] = v1.array_[w]; +} + +// Allocates memory for a vector of the given length. +// Reallocates if the array is a different size, larger or smaller. +void BitVector::Alloc(int length) { + int initial_wordlength = WordLength(); + bit_size_ = length; + int new_wordlength = WordLength(); + if (new_wordlength != initial_wordlength) { + delete [] array_; + array_ = new uinT32[new_wordlength]; + } +} + + +} // namespace tesseract. + + diff --git a/3rdparty/hgOCR/include/ccutil/bitvector.h b/3rdparty/hgOCR/include/ccutil/bitvector.h new file mode 100644 index 00000000..5e748077 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/bitvector.h @@ -0,0 +1,143 @@ +// Copyright 2011 Google Inc. All Rights Reserved. +// Author: rays@google.com (Ray Smith) +/////////////////////////////////////////////////////////////////////// +// File: bitvector.h +// Description: Class replacement for BITVECTOR. +// Author: Ray Smith +// Created: Mon Jan 10 17:44:01 PST 2011 +// +// (C) Copyright 2011, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + + +#ifndef TESSERACT_CCUTIL_BITVECTOR_H__ +#define TESSERACT_CCUTIL_BITVECTOR_H__ + +#include +#include +#include "host.h" + +namespace tesseract { + +// Trivial class to encapsulate a fixed-length array of bits, with +// Serialize/DeSerialize. Replaces the old macros. +class BitVector { + public: + // Fast lookup table to get the first least significant set bit in a byte. + // For zero, the table has 255, but since it is a special case, most code + // that uses this table will check for zero before looking up lsb_index_. + static const uinT8 lsb_index_[256]; + // Fast lookup table to get the residual bits after zeroing the least + // significant set bit in a byte. + static const uinT8 lsb_eroded_[256]; + // Fast lookup table to give the number of set bits in a byte. + static const int hamming_table_[256]; + + BitVector(); + // Initializes the array to length * false. + explicit BitVector(int length); + BitVector(const BitVector& src); + BitVector& operator=(const BitVector& src); + ~BitVector(); + + // Initializes the array to length * false. + void Init(int length); + + // Returns the number of bits that are accessible in the vector. + int size() const { + return bit_size_; + } + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + void SetAllFalse(); + void SetAllTrue(); + + // Accessors to set/reset/get bits. + // The range of index is [0, size()-1]. + // There is debug-only bounds checking. + void SetBit(int index) { + array_[WordIndex(index)] |= BitMask(index); + } + void ResetBit(int index) { + array_[WordIndex(index)] &= ~BitMask(index); + } + void SetValue(int index, bool value) { + if (value) + SetBit(index); + else + ResetBit(index); + } + bool At(int index) const { + return (array_[WordIndex(index)] & BitMask(index)) != 0; + } + bool operator[](int index) const { + return (array_[WordIndex(index)] & BitMask(index)) != 0; + } + + // Returns the index of the next set bit after the given index. + // Useful for quickly iterating through the set bits in a sparse vector. + int NextSetBit(int prev_bit) const; + + // Returns the number of set bits in the vector. + int NumSetBits() const; + + // Logical in-place operations on whole bit vectors. Tries to do something + // sensible if they aren't the same size, but they should be really. + void operator|=(const BitVector& other); + void operator&=(const BitVector& other); + void operator^=(const BitVector& other); + // Set subtraction *this = v1 - v2. + void SetSubtract(const BitVector& v1, const BitVector& v2); + + private: + // Allocates memory for a vector of the given length. + void Alloc(int length); + + // Computes the index to array_ for the given index, with debug range + // checking. + int WordIndex(int index) const { + assert(0 <= index && index < bit_size_); + return index / kBitFactor; + } + // Returns a mask to select the appropriate bit for the given index. + uinT32 BitMask(int index) const { + return 1 << (index & (kBitFactor - 1)); + } + // Returns the number of array elements needed to represent the current + // bit_size_. + int WordLength() const { + return (bit_size_ + kBitFactor - 1) / kBitFactor; + } + // Returns the number of bytes consumed by the array_. + int ByteLength() const { + return WordLength() * sizeof(*array_); + } + + // Number of bits in this BitVector. + inT32 bit_size_; + // Array of words used to pack the bits. + // Bits are stored little-endian by uinT32 word, ie by word first and then + // starting with the least significant bit in each word. + uinT32* array_; + // Number of bits in an array_ element. + static const int kBitFactor = sizeof(uinT32) * 8; +}; + +} // namespace tesseract. + +#endif // TESSERACT_CCUTIL_BITVECTOR_H__ diff --git a/3rdparty/hgOCR/include/ccutil/ccutil.cpp b/3rdparty/hgOCR/include/ccutil/ccutil.cpp new file mode 100644 index 00000000..ec8e45b4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/ccutil.cpp @@ -0,0 +1,67 @@ +// Copyright 2008 Google Inc. All Rights Reserved. +// Author: scharron@google.com (Samuel Charron) +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#include "ccutil.h" + +#if defined(_WIN32) +#define WINDLLNAME "HG_OCR.lib" +#else +#define WINDLLNAME "HG_OCR.a" +#endif + +namespace tesseract { +CCUtil::CCUtil() : + params_(), + STRING_INIT_MEMBER(m_data_sub_dir, + "tessdata/", "Directory for data files", ¶ms_), +#ifdef _WIN32 + STRING_INIT_MEMBER(tessedit_module_name, WINDLLNAME, + "Module colocated with tessdata dir", ¶ms_), +#endif + INT_INIT_MEMBER(ambigs_debug_level, 0, "Debug level for unichar ambiguities", + ¶ms_), + BOOL_MEMBER(use_definite_ambigs_for_classifier, 0, "Use definite" + " ambiguities when running character classifier", ¶ms_), + BOOL_MEMBER(use_ambigs_for_adaption, 0, "Use ambigs for deciding" + " whether to adapt to a character", ¶ms_) { +} + +CCUtil::~CCUtil() { +} + + +CCUtilMutex::CCUtilMutex() { +#ifdef _WIN32 + mutex_ = CreateMutex(0, FALSE, 0); +#else + pthread_mutex_init(&mutex_, NULL); +#endif +} + +void CCUtilMutex::Lock() { +#ifdef _WIN32 + WaitForSingleObject(mutex_, INFINITE); +#else + pthread_mutex_lock(&mutex_); +#endif +} + +void CCUtilMutex::Unlock() { +#ifdef _WIN32 + ReleaseMutex(mutex_); +#else + pthread_mutex_unlock(&mutex_); +#endif +} + +CCUtilMutex tprintfMutex; // should remain global +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccutil/ccutil.h b/3rdparty/hgOCR/include/ccutil/ccutil.h new file mode 100644 index 00000000..faba0aef --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/ccutil.h @@ -0,0 +1,97 @@ +/////////////////////////////////////////////////////////////////////// +// File: ccutil.h +// Description: ccutil class. +// Author: Samuel Charron +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_CCUTIL_H__ +#define TESSERACT_CCUTIL_CCUTIL_H__ + +#include "ambigs.h" +#include "errcode.h" +#include "strngs.h" +#include "tessdatamanager.h" +#include "params.h" +#include "unicharset.h" + +#ifndef _WIN32 +#include +#include +#endif + +namespace tesseract { + +class CCUtilMutex { + public: + CCUtilMutex(); + + void Lock(); + + void Unlock(); + private: +#ifdef _WIN32 + HANDLE mutex_; +#else + pthread_mutex_t mutex_; +#endif +}; + + +class TESS_API CCUtil { + public: + CCUtil(); + virtual ~CCUtil(); + + public: + // Read the arguments and set up the data path. + void main_setup( + const char *argv0, // program name + const char *basename // name of image + ); + ParamsVectors *params() { return ¶ms_; } + + STRING datadir; // dir for data files + STRING imagebasename; // name of image + STRING lang; + STRING language_data_path_prefix; + TessdataManager tessdata_manager; + UNICHARSET unicharset; + UnicharAmbigs unichar_ambigs; + STRING imagefile; // image file name + STRING directory; // main directory + + private: + ParamsVectors params_; + + public: + // Member parameters. + // These have to be declared and initialized after params_ member, since + // params_ should be initialized before parameters are added to it. + STRING_VAR_H(m_data_sub_dir, "tessdata/", "Directory for data files"); + #ifdef _WIN32 + STRING_VAR_H(tessedit_module_name, WINDLLNAME, + "Module colocated with tessdata dir"); + #endif + INT_VAR_H(ambigs_debug_level, 0, "Debug level for unichar ambiguities"); + BOOL_VAR_H(use_definite_ambigs_for_classifier, 0, + "Use definite ambiguities when running character classifier"); + BOOL_VAR_H(use_ambigs_for_adaption, 0, + "Use ambigs for deciding whether to adapt to a character"); +}; + +extern CCUtilMutex tprintfMutex; // should remain global +} // namespace tesseract + +#endif // TESSERACT_CCUTIL_CCUTIL_H__ diff --git a/3rdparty/hgOCR/include/ccutil/clst.cpp b/3rdparty/hgOCR/include/ccutil/clst.cpp new file mode 100644 index 00000000..52caadf3 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/clst.cpp @@ -0,0 +1,509 @@ +/********************************************************************** + * File: clst.c (Formerly clist.c) + * Description: CONS cell list handling code which is not in the include file. + * Author: Phil Cheatle + * Created: Mon Jan 28 08:33:13 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include "clst.h" + +/*********************************************************************** + * MEMBER FUNCTIONS OF CLASS: CLIST + * ================================ + **********************************************************************/ + +/*********************************************************************** + * CLIST::internal_deep_clear + * + * Used by the "deep_clear" member function of derived list + * classes to destroy all the elements on the list. + * The calling function passes a "zapper" function which can be called to + * delete each data element of the list, regardless of its class. This + * technique permits a generic clear function to destroy elements of + * different derived types correctly, without requiring virtual functions and + * the consequential memory overhead. + **********************************************************************/ + +void +CLIST::internal_deep_clear ( //destroy all links +void (*zapper) (void *)) { //ptr to zapper functn + CLIST_LINK *ptr; + CLIST_LINK *next; + + if (!empty ()) { + ptr = last->next; //set to first + last->next = NULL; //break circle + last = NULL; //set list empty + while (ptr) { + next = ptr->next; + zapper (ptr->data); + delete(ptr); + ptr = next; + } + } +} + +/*********************************************************************** + * CLIST::shallow_clear + * + * Used by the destructor and the "shallow_clear" member function of derived + * list classes to destroy the list. + * The data elements are NOT destroyed. + * + **********************************************************************/ + +void CLIST::shallow_clear() { //destroy all links + CLIST_LINK *ptr; + CLIST_LINK *next; + + if (!empty ()) { + ptr = last->next; //set to first + last->next = NULL; //break circle + last = NULL; //set list empty + while (ptr) { + next = ptr->next; + delete(ptr); + ptr = next; + } + } +} + +/*********************************************************************** + * CLIST::assign_to_sublist + * + * The list is set to a sublist of another list. "This" list must be empty + * before this function is invoked. The two iterators passed must refer to + * the same list, different from "this" one. The sublist removed is the + * inclusive list from start_it's current position to end_it's current + * position. If this range passes over the end of the source list then the + * source list has its end set to the previous element of start_it. The + * extracted sublist is unaffected by the end point of the source list, its + * end point is always the end_it position. + **********************************************************************/ + +void CLIST::assign_to_sublist( //to this list + CLIST_ITERATOR *start_it, //from list start + CLIST_ITERATOR *end_it) { //from list end + const ERRCODE LIST_NOT_EMPTY = + "Destination list must be empty before extracting a sublist"; + + if (!empty ()) + LIST_NOT_EMPTY.error ("CLIST.assign_to_sublist", ABORT, NULL); + + last = start_it->extract_sublist (end_it); +} + +/*********************************************************************** + * CLIST::length + * + * Return count of elements on list + **********************************************************************/ + +inT32 CLIST::length() const { //count elements + CLIST_ITERATOR it(const_cast(this)); + inT32 count = 0; + + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) + count++; + return count; +} + +/*********************************************************************** + * CLIST::sort + * + * Sort elements on list + **********************************************************************/ + +void +CLIST::sort ( //sort elements +int comparator ( //comparison routine +const void *, const void *)) { + CLIST_ITERATOR it(this); + inT32 count; + void **base; //ptr array to sort + void **current; + inT32 i; + + /* Allocate an array of pointers, one per list element */ + count = length (); + base = (void **) malloc (count * sizeof (void *)); + + /* Extract all elements, putting the pointers in the array */ + current = base; + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + *current = it.extract (); + current++; + } + + /* Sort the pointer array */ + qsort ((char *) base, count, sizeof (*base), comparator); + + /* Rebuild the list from the sorted pointers */ + current = base; + for (i = 0; i < count; i++) { + it.add_to_end (*current); + current++; + } + free(base); +} + +// Assuming list has been sorted already, insert new_data to +// keep the list sorted according to the same comparison function. +// Comparison function is the same as used by sort, i.e. uses double +// indirection. Time is O(1) to add to beginning or end. +// Time is linear to add pre-sorted items to an empty list. +// If unique, then don't add duplicate entries. +// Returns true if the element was added to the list. +bool CLIST::add_sorted(int comparator(const void*, const void*), + bool unique, void* new_data) { + // Check for adding at the end. + if (last == NULL || comparator(&last->data, &new_data) < 0) { + CLIST_LINK* new_element = new CLIST_LINK; + new_element->data = new_data; + if (last == NULL) { + new_element->next = new_element; + } else { + new_element->next = last->next; + last->next = new_element; + } + last = new_element; + return true; + } else if (!unique || last->data != new_data) { + // Need to use an iterator. + CLIST_ITERATOR it(this); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + void* data = it.data(); + if (data == new_data && unique) + return false; + if (comparator(&data, &new_data) > 0) + break; + } + if (it.cycled_list()) + it.add_to_end(new_data); + else + it.add_before_then_move(new_data); + return true; + } + return false; +} + +// Assuming that the minuend and subtrahend are already sorted with +// the same comparison function, shallow clears this and then copies +// the set difference minuend - subtrahend to this, being the elements +// of minuend that do not compare equal to anything in subtrahend. +// If unique is true, any duplicates in minuend are also eliminated. +void CLIST::set_subtract(int comparator(const void*, const void*), + bool unique, + CLIST* minuend, CLIST* subtrahend) { + shallow_clear(); + CLIST_ITERATOR m_it(minuend); + CLIST_ITERATOR s_it(subtrahend); + // Since both lists are sorted, finding the subtras that are not + // minus is a case of a parallel iteration. + for (m_it.mark_cycle_pt(); !m_it.cycled_list(); m_it.forward()) { + void* minu = m_it.data(); + void* subtra = NULL; + if (!s_it.empty()) { + subtra = s_it.data(); + while (!s_it.at_last() && + comparator(&subtra, &minu) < 0) { + s_it.forward(); + subtra = s_it.data(); + } + } + if (subtra == NULL || comparator(&subtra, &minu) != 0) + add_sorted(comparator, unique, minu); + } +} + + +/*********************************************************************** + * MEMBER FUNCTIONS OF CLASS: CLIST_ITERATOR + * ========================================= + **********************************************************************/ + +/*********************************************************************** + * CLIST_ITERATOR::forward + * + * Move the iterator to the next element of the list. + * REMEMBER: ALL LISTS ARE CIRCULAR. + **********************************************************************/ + +void *CLIST_ITERATOR::forward() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::forward", ABORT, NULL); + #endif + if (list->empty ()) + return NULL; + + if (current) { //not removed so + //set previous + prev = current; + started_cycling = TRUE; + // In case next is deleted by another iterator, get next from current. + current = current->next; + } else { + if (ex_current_was_cycle_pt) + cycle_pt = next; + current = next; + } + next = current->next; + + #ifndef NDEBUG + if (!current) + NULL_DATA.error ("CLIST_ITERATOR::forward", ABORT, NULL); + if (!next) + NULL_NEXT.error ("CLIST_ITERATOR::forward", ABORT, + "This is: %p Current is: %p", this, current); + #endif + return current->data; +} + +/*********************************************************************** + * CLIST_ITERATOR::data_relative + * + * Return the data pointer to the element "offset" elements from current. + * "offset" must not be less than -1. + * (This function can't be INLINEd because it contains a loop) + **********************************************************************/ + +void *CLIST_ITERATOR::data_relative( //get data + or - ... + inT8 offset) { //offset from current + CLIST_LINK *ptr; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::data_relative", ABORT, NULL); + if (list->empty ()) + EMPTY_LIST.error ("CLIST_ITERATOR::data_relative", ABORT, NULL); + if (offset < -1) + BAD_PARAMETER.error ("CLIST_ITERATOR::data_relative", ABORT, + "offset < -l"); + #endif + + if (offset == -1) + ptr = prev; + else + for (ptr = current ? current : prev; offset-- > 0; ptr = ptr->next); + + #ifndef NDEBUG + if (!ptr) + NULL_DATA.error ("CLIST_ITERATOR::data_relative", ABORT, NULL); + #endif + + return ptr->data; +} + +/*********************************************************************** + * CLIST_ITERATOR::move_to_last() + * + * Move current so that it is set to the end of the list. + * Return data just in case anyone wants it. + * (This function can't be INLINEd because it contains a loop) + **********************************************************************/ + +void *CLIST_ITERATOR::move_to_last() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::move_to_last", ABORT, NULL); + #endif + + while (current != list->last) + forward(); + + if (current == NULL) + return NULL; + else + return current->data; +} + +/*********************************************************************** + * CLIST_ITERATOR::exchange() + * + * Given another iterator, whose current element is a different element on + * the same list list OR an element of another list, exchange the two current + * elements. On return, each iterator points to the element which was the + * other iterators current on entry. + * (This function hasn't been in-lined because its a bit big!) + **********************************************************************/ + +void CLIST_ITERATOR::exchange( //positions of 2 links + CLIST_ITERATOR *other_it) { //other iterator + const ERRCODE DONT_EXCHANGE_DELETED = + "Can't exchange deleted elements of lists"; + + CLIST_LINK *old_current; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::exchange", ABORT, NULL); + if (!other_it) + BAD_PARAMETER.error ("CLIST_ITERATOR::exchange", ABORT, "other_it NULL"); + if (!(other_it->list)) + NO_LIST.error ("CLIST_ITERATOR::exchange", ABORT, "other_it"); + #endif + + /* Do nothing if either list is empty or if both iterators reference the same + link */ + + if ((list->empty ()) || + (other_it->list->empty ()) || (current == other_it->current)) + return; + + /* Error if either current element is deleted */ + + if (!current || !other_it->current) + DONT_EXCHANGE_DELETED.error ("CLIST_ITERATOR.exchange", ABORT, NULL); + + /* Now handle the 4 cases: doubleton list; non-doubleton adjacent elements + (other before this); non-doubleton adjacent elements (this before other); + non-adjacent elements. */ + + //adjacent links + if ((next == other_it->current) || + (other_it->next == current)) { + //doubleton list + if ((next == other_it->current) && + (other_it->next == current)) { + prev = next = current; + other_it->prev = other_it->next = other_it->current; + } + else { //non-doubleton with + //adjacent links + //other before this + if (other_it->next == current) { + other_it->prev->next = current; + other_it->current->next = next; + current->next = other_it->current; + other_it->next = other_it->current; + prev = current; + } + else { //this before other + prev->next = other_it->current; + current->next = other_it->next; + other_it->current->next = current; + next = current; + other_it->prev = other_it->current; + } + } + } + else { //no overlap + prev->next = other_it->current; + current->next = other_it->next; + other_it->prev->next = current; + other_it->current->next = next; + } + + /* update end of list pointer when necessary (remember that the 2 iterators + may iterate over different lists!) */ + + if (list->last == current) + list->last = other_it->current; + if (other_it->list->last == other_it->current) + other_it->list->last = current; + + if (current == cycle_pt) + cycle_pt = other_it->cycle_pt; + if (other_it->current == other_it->cycle_pt) + other_it->cycle_pt = cycle_pt; + + /* The actual exchange - in all cases*/ + + old_current = current; + current = other_it->current; + other_it->current = old_current; +} + +/*********************************************************************** + * CLIST_ITERATOR::extract_sublist() + * + * This is a private member, used only by CLIST::assign_to_sublist. + * Given another iterator for the same list, extract the links from THIS to + * OTHER inclusive, link them into a new circular list, and return a + * pointer to the last element. + * (Can't inline this function because it contains a loop) + **********************************************************************/ + +CLIST_LINK *CLIST_ITERATOR::extract_sublist( //from this current + CLIST_ITERATOR *other_it) { //to other current + CLIST_ITERATOR temp_it = *this; + CLIST_LINK *end_of_new_list; + + const ERRCODE BAD_SUBLIST = "Can't find sublist end point in original list"; + #ifndef NDEBUG + const ERRCODE BAD_EXTRACTION_PTS = + "Can't extract sublist from points on different lists"; + const ERRCODE DONT_EXTRACT_DELETED = + "Can't extract a sublist marked by deleted points"; + + if (!other_it) + BAD_PARAMETER.error ("CLIST_ITERATOR::extract_sublist", ABORT, + "other_it NULL"); + if (!list) + NO_LIST.error ("CLIST_ITERATOR::extract_sublist", ABORT, NULL); + if (list != other_it->list) + BAD_EXTRACTION_PTS.error ("CLIST_ITERATOR.extract_sublist", ABORT, NULL); + if (list->empty ()) + EMPTY_LIST.error ("CLIST_ITERATOR::extract_sublist", ABORT, NULL); + + if (!current || !other_it->current) + DONT_EXTRACT_DELETED.error ("CLIST_ITERATOR.extract_sublist", ABORT, + NULL); + #endif + + ex_current_was_last = other_it->ex_current_was_last = FALSE; + ex_current_was_cycle_pt = FALSE; + other_it->ex_current_was_cycle_pt = FALSE; + + temp_it.mark_cycle_pt (); + do { //walk sublist + if (temp_it.cycled_list()) // can't find end pt + BAD_SUBLIST.error ("CLIST_ITERATOR.extract_sublist", ABORT, NULL); + + if (temp_it.at_last ()) { + list->last = prev; + ex_current_was_last = other_it->ex_current_was_last = TRUE; + } + + if (temp_it.current == cycle_pt) + ex_current_was_cycle_pt = TRUE; + + if (temp_it.current == other_it->cycle_pt) + other_it->ex_current_was_cycle_pt = TRUE; + + temp_it.forward (); + } + while (temp_it.prev != other_it->current); + + //circularise sublist + other_it->current->next = current; + end_of_new_list = other_it->current; + + //sublist = whole list + if (prev == other_it->current) { + list->last = NULL; + prev = current = next = NULL; + other_it->prev = other_it->current = other_it->next = NULL; + } + else { + prev->next = other_it->next; + current = other_it->current = NULL; + next = other_it->next; + other_it->prev = prev; + } + return end_of_new_list; +} diff --git a/3rdparty/hgOCR/include/ccutil/clst.h b/3rdparty/hgOCR/include/ccutil/clst.h new file mode 100644 index 00000000..f93d75af --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/clst.h @@ -0,0 +1,931 @@ +/********************************************************************** + * File: clst.h (Formerly clist.h) + * Description: CONS cell list module include file. + * Author: Phil Cheatle + * Created: Mon Jan 28 08:33:13 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef CLST_H +#define CLST_H + +#include +#include "host.h" +#include "serialis.h" +#include "lsterr.h" + +class CLIST_ITERATOR; + +/********************************************************************** + * CLASS - CLIST_LINK + * + * Generic link class for singly linked CONS cell lists + * + * Note: No destructor - elements are assumed to be destroyed EITHER after + * they have been extracted from a list OR by the CLIST destructor which + * walks the list. + **********************************************************************/ + +class DLLSYM CLIST_LINK +{ + friend class CLIST_ITERATOR; + friend class CLIST; + + CLIST_LINK *next; + void *data; + + public: + CLIST_LINK() { //constructor + data = next = NULL; + } + + CLIST_LINK( // copy constructor + const CLIST_LINK &) { // don't copy link + data = next = NULL; + } + + void operator=( // don't copy links + const CLIST_LINK &) { + data = next = NULL; + } +}; + +/********************************************************************** + * CLASS - CLIST + * + * Generic list class for singly linked CONS cell lists + **********************************************************************/ + +class DLLSYM CLIST +{ + friend class CLIST_ITERATOR; + + CLIST_LINK *last; //End of list + //(Points to head) + CLIST_LINK *First() { // return first + return last != NULL ? last->next : NULL; + } + + public: + CLIST() { //constructor + last = NULL; + } + + ~CLIST () { //destructor + shallow_clear(); + } + + void internal_deep_clear ( //destroy all links + void (*zapper) (void *)); //ptr to zapper functn + + void shallow_clear(); // clear list but don't + // delete data elements + + bool empty() const { //is list empty? + return !last; + } + + bool singleton() const { + return last != NULL ? (last == last->next) : false; + } + + void shallow_copy( //dangerous!! + CLIST *from_list) { //beware destructors!! + last = from_list->last; + } + + void assign_to_sublist( //to this list + CLIST_ITERATOR *start_it, //from list start + CLIST_ITERATOR *end_it); //from list end + + inT32 length() const; //# elements in list + + void sort ( //sort elements + int comparator ( //comparison routine + const void *, const void *)); + + // Assuming list has been sorted already, insert new_data to + // keep the list sorted according to the same comparison function. + // Comparison function is the same as used by sort, i.e. uses double + // indirection. Time is O(1) to add to beginning or end. + // Time is linear to add pre-sorted items to an empty list. + // If unique, then don't add duplicate entries. + // Returns true if the element was added to the list. + bool add_sorted(int comparator(const void*, const void*), + bool unique, void* new_data); + + // Assuming that the minuend and subtrahend are already sorted with + // the same comparison function, shallow clears this and then copies + // the set difference minuend - subtrahend to this, being the elements + // of minuend that do not compare equal to anything in subtrahend. + // If unique is true, any duplicates in minuend are also eliminated. + void set_subtract(int comparator(const void*, const void*), bool unique, + CLIST* minuend, CLIST* subtrahend); + +}; + +/*********************************************************************** + * CLASS - CLIST_ITERATOR + * + * Generic iterator class for singly linked lists with embedded + *links + **********************************************************************/ + +class DLLSYM CLIST_ITERATOR +{ + friend void CLIST::assign_to_sublist(CLIST_ITERATOR *, CLIST_ITERATOR *); + + CLIST *list; //List being iterated + CLIST_LINK *prev; //prev element + CLIST_LINK *current; //current element + CLIST_LINK *next; //next element + BOOL8 ex_current_was_last; //current extracted + //was end of list + BOOL8 ex_current_was_cycle_pt; //current extracted + //was cycle point + CLIST_LINK *cycle_pt; //point we are cycling + //the list to. + BOOL8 started_cycling; //Have we moved off + //the start? + + CLIST_LINK *extract_sublist( //from this current... + CLIST_ITERATOR *other_it); //to other current + + public: + CLIST_ITERATOR() { //constructor + list = NULL; + } //unassigned list + + CLIST_ITERATOR( //constructor + CLIST *list_to_iterate); + + void set_to_list( //change list + CLIST *list_to_iterate); + + void add_after_then_move( //add after current & + void *new_data); //move to new + + void add_after_stay_put( //add after current & + void *new_data); //stay at current + + void add_before_then_move( //add before current & + void *new_data); //move to new + + void add_before_stay_put( //add before current & + void *new_data); //stay at current + + void add_list_after( //add a list & + CLIST *list_to_add); //stay at current + + void add_list_before( //add a list & + CLIST *list_to_add); //move to it 1st item + + void *data() { //get current data + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::data", ABORT, NULL); + if (!current) + NULL_DATA.error ("CLIST_ITERATOR::data", ABORT, NULL); + #endif + return current->data; + } + + void *data_relative( //get data + or - ... + inT8 offset); //offset from current + + void *forward(); //move to next element + + void *extract(); //remove from list + + void *move_to_first(); //go to start of list + + void *move_to_last(); //go to end of list + + void mark_cycle_pt(); //remember current + + BOOL8 empty() { //is list empty? + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::empty", ABORT, NULL); + #endif + return list->empty (); + } + + BOOL8 current_extracted() { //current extracted? + return !current; + } + + BOOL8 at_first(); //Current is first? + + BOOL8 at_last(); //Current is last? + + BOOL8 cycled_list(); //Completed a cycle? + + void add_to_end( // add at end & + void *new_data); // don't move + + void exchange( //positions of 2 links + CLIST_ITERATOR *other_it); //other iterator + + inT32 length(); //# elements in list + + void sort ( //sort elements + int comparator ( //comparison routine + const void *, const void *)); + +}; + +/*********************************************************************** + * CLIST_ITERATOR::set_to_list + * + * (Re-)initialise the iterator to point to the start of the list_to_iterate + * over. + **********************************************************************/ + +inline void CLIST_ITERATOR::set_to_list( //change list + CLIST *list_to_iterate) { + #ifndef NDEBUG + if (!list_to_iterate) + BAD_PARAMETER.error ("CLIST_ITERATOR::set_to_list", ABORT, + "list_to_iterate is NULL"); + #endif + + list = list_to_iterate; + prev = list->last; + current = list->First (); + next = current != NULL ? current->next : NULL; + cycle_pt = NULL; //await explicit set + started_cycling = FALSE; + ex_current_was_last = FALSE; + ex_current_was_cycle_pt = FALSE; +} + +/*********************************************************************** + * CLIST_ITERATOR::CLIST_ITERATOR + * + * CONSTRUCTOR - set iterator to specified list; + **********************************************************************/ + +inline CLIST_ITERATOR::CLIST_ITERATOR(CLIST *list_to_iterate) { + set_to_list(list_to_iterate); +} + +/*********************************************************************** + * CLIST_ITERATOR::add_after_then_move + * + * Add a new element to the list after the current element and move the + * iterator to the new element. + **********************************************************************/ + +inline void CLIST_ITERATOR::add_after_then_move( // element to add + void *new_data) { + CLIST_LINK *new_element; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::add_after_then_move", ABORT, NULL); + if (!new_data) + BAD_PARAMETER.error ("CLIST_ITERATOR::add_after_then_move", ABORT, + "new_data is NULL"); + #endif + + new_element = new CLIST_LINK; + new_element->data = new_data; + + if (list->empty ()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + } + else { + new_element->next = next; + + if (current) { //not extracted + current->next = new_element; + prev = current; + if (current == list->last) + list->last = new_element; + } + else { //current extracted + prev->next = new_element; + if (ex_current_was_last) + list->last = new_element; + if (ex_current_was_cycle_pt) + cycle_pt = new_element; + } + } + current = new_element; +} + +/*********************************************************************** + * CLIST_ITERATOR::add_after_stay_put + * + * Add a new element to the list after the current element but do not move + * the iterator to the new element. + **********************************************************************/ + +inline void CLIST_ITERATOR::add_after_stay_put( // element to add + void *new_data) { + CLIST_LINK *new_element; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::add_after_stay_put", ABORT, NULL); + if (!new_data) + BAD_PARAMETER.error ("CLIST_ITERATOR::add_after_stay_put", ABORT, + "new_data is NULL"); + #endif + + new_element = new CLIST_LINK; + new_element->data = new_data; + + if (list->empty ()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + ex_current_was_last = FALSE; + current = NULL; + } + else { + new_element->next = next; + + if (current) { //not extracted + current->next = new_element; + if (prev == current) + prev = new_element; + if (current == list->last) + list->last = new_element; + } + else { //current extracted + prev->next = new_element; + if (ex_current_was_last) { + list->last = new_element; + ex_current_was_last = FALSE; + } + } + next = new_element; + } +} + +/*********************************************************************** + * CLIST_ITERATOR::add_before_then_move + * + * Add a new element to the list before the current element and move the + * iterator to the new element. + **********************************************************************/ + +inline void CLIST_ITERATOR::add_before_then_move( // element to add + void *new_data) { + CLIST_LINK *new_element; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::add_before_then_move", ABORT, NULL); + if (!new_data) + BAD_PARAMETER.error ("CLIST_ITERATOR::add_before_then_move", ABORT, + "new_data is NULL"); + #endif + + new_element = new CLIST_LINK; + new_element->data = new_data; + + if (list->empty ()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + } + else { + prev->next = new_element; + if (current) { //not extracted + new_element->next = current; + next = current; + } + else { //current extracted + new_element->next = next; + if (ex_current_was_last) + list->last = new_element; + if (ex_current_was_cycle_pt) + cycle_pt = new_element; + } + } + current = new_element; +} + +/*********************************************************************** + * CLIST_ITERATOR::add_before_stay_put + * + * Add a new element to the list before the current element but don't move the + * iterator to the new element. + **********************************************************************/ + +inline void CLIST_ITERATOR::add_before_stay_put( // element to add + void *new_data) { + CLIST_LINK *new_element; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::add_before_stay_put", ABORT, NULL); + if (!new_data) + BAD_PARAMETER.error ("CLIST_ITERATOR::add_before_stay_put", ABORT, + "new_data is NULL"); + #endif + + new_element = new CLIST_LINK; + new_element->data = new_data; + + if (list->empty ()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + ex_current_was_last = TRUE; + current = NULL; + } + else { + prev->next = new_element; + if (current) { //not extracted + new_element->next = current; + if (next == current) + next = new_element; + } + else { //current extracted + new_element->next = next; + if (ex_current_was_last) + list->last = new_element; + } + prev = new_element; + } +} + +/*********************************************************************** + * CLIST_ITERATOR::add_list_after + * + * Insert another list to this list after the current element but don't move + *the + * iterator. + **********************************************************************/ + +inline void CLIST_ITERATOR::add_list_after(CLIST *list_to_add) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::add_list_after", ABORT, NULL); + if (!list_to_add) + BAD_PARAMETER.error ("CLIST_ITERATOR::add_list_after", ABORT, + "list_to_add is NULL"); + #endif + + if (!list_to_add->empty ()) { + if (list->empty ()) { + list->last = list_to_add->last; + prev = list->last; + next = list->First (); + ex_current_was_last = TRUE; + current = NULL; + } + else { + if (current) { //not extracted + current->next = list_to_add->First (); + if (current == list->last) + list->last = list_to_add->last; + list_to_add->last->next = next; + next = current->next; + } + else { //current extracted + prev->next = list_to_add->First (); + if (ex_current_was_last) { + list->last = list_to_add->last; + ex_current_was_last = FALSE; + } + list_to_add->last->next = next; + next = prev->next; + } + } + list_to_add->last = NULL; + } +} + +/*********************************************************************** + * CLIST_ITERATOR::add_list_before + * + * Insert another list to this list before the current element. Move the + * iterator to the start of the inserted elements + * iterator. + **********************************************************************/ + +inline void CLIST_ITERATOR::add_list_before(CLIST *list_to_add) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::add_list_before", ABORT, NULL); + if (!list_to_add) + BAD_PARAMETER.error ("CLIST_ITERATOR::add_list_before", ABORT, + "list_to_add is NULL"); + #endif + + if (!list_to_add->empty ()) { + if (list->empty ()) { + list->last = list_to_add->last; + prev = list->last; + current = list->First (); + next = current->next; + ex_current_was_last = FALSE; + } + else { + prev->next = list_to_add->First (); + if (current) { //not extracted + list_to_add->last->next = current; + } + else { //current extracted + list_to_add->last->next = next; + if (ex_current_was_last) + list->last = list_to_add->last; + if (ex_current_was_cycle_pt) + cycle_pt = prev->next; + } + current = prev->next; + next = current->next; + } + list_to_add->last = NULL; + } +} + +/*********************************************************************** + * CLIST_ITERATOR::extract + * + * Do extraction by removing current from the list, deleting the cons cell + * and returning the data to the caller, but NOT updating the iterator. (So + * that any calling loop can do this.) The iterator's current points to + * NULL. If the data is to be deleted, this is the callers responsibility. + **********************************************************************/ + +inline void *CLIST_ITERATOR::extract() { + void *extracted_data; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::extract", ABORT, NULL); + if (!current) //list empty or + //element extracted + NULL_CURRENT.error ("CLIST_ITERATOR::extract", + ABORT, NULL); + #endif + + if (list->singleton()) { + // Special case where we do need to change the iterator. + prev = next = list->last = NULL; + } else { + prev->next = next; //remove from list + + if (current == list->last) { + list->last = prev; + ex_current_was_last = TRUE; + } else { + ex_current_was_last = FALSE; + } + } + // Always set ex_current_was_cycle_pt so an add/forward will work in a loop. + ex_current_was_cycle_pt = (current == cycle_pt) ? TRUE : FALSE; + extracted_data = current->data; + delete(current); //destroy CONS cell + current = NULL; + return extracted_data; +} + +/*********************************************************************** + * CLIST_ITERATOR::move_to_first() + * + * Move current so that it is set to the start of the list. + * Return data just in case anyone wants it. + **********************************************************************/ + +inline void *CLIST_ITERATOR::move_to_first() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::move_to_first", ABORT, NULL); + #endif + + current = list->First (); + prev = list->last; + next = current != NULL ? current->next : NULL; + return current != NULL ? current->data : NULL; +} + +/*********************************************************************** + * CLIST_ITERATOR::mark_cycle_pt() + * + * Remember the current location so that we can tell whether we've returned + * to this point later. + * + * If the current point is deleted either now, or in the future, the cycle + * point will be set to the next item which is set to current. This could be + * by a forward, add_after_then_move or add_after_then_move. + **********************************************************************/ + +inline void CLIST_ITERATOR::mark_cycle_pt() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::mark_cycle_pt", ABORT, NULL); + #endif + + if (current) + cycle_pt = current; + else + ex_current_was_cycle_pt = TRUE; + started_cycling = FALSE; +} + +/*********************************************************************** + * CLIST_ITERATOR::at_first() + * + * Are we at the start of the list? + * + **********************************************************************/ + +inline BOOL8 CLIST_ITERATOR::at_first() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::at_first", ABORT, NULL); + #endif + + //we're at a deleted + return ((list->empty ()) || (current == list->First ()) || ((current == NULL) && + (prev == list->last) && //NON-last pt between + !ex_current_was_last)); //first and last +} + +/*********************************************************************** + * CLIST_ITERATOR::at_last() + * + * Are we at the end of the list? + * + **********************************************************************/ + +inline BOOL8 CLIST_ITERATOR::at_last() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::at_last", ABORT, NULL); + #endif + + //we're at a deleted + return ((list->empty ()) || (current == list->last) || ((current == NULL) && + (prev == list->last) && //last point between + ex_current_was_last)); //first and last +} + +/*********************************************************************** + * CLIST_ITERATOR::cycled_list() + * + * Have we returned to the cycle_pt since it was set? + * + **********************************************************************/ + +inline BOOL8 CLIST_ITERATOR::cycled_list() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::cycled_list", ABORT, NULL); + #endif + + return ((list->empty ()) || ((current == cycle_pt) && started_cycling)); + +} + +/*********************************************************************** + * CLIST_ITERATOR::length() + * + * Return the length of the list + * + **********************************************************************/ + +inline inT32 CLIST_ITERATOR::length() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::length", ABORT, NULL); + #endif + + return list->length (); +} + +/*********************************************************************** + * CLIST_ITERATOR::sort() + * + * Sort the elements of the list, then reposition at the start. + * + **********************************************************************/ + +inline void +CLIST_ITERATOR::sort ( //sort elements +int comparator ( //comparison routine +const void *, const void *)) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::sort", ABORT, NULL); + #endif + + list->sort (comparator); + move_to_first(); +} + +/*********************************************************************** + * CLIST_ITERATOR::add_to_end + * + * Add a new element to the end of the list without moving the iterator. + * This is provided because a single linked list cannot move to the last as + * the iterator couldn't set its prev pointer. Adding to the end is + * essential for implementing + queues. +**********************************************************************/ + +inline void CLIST_ITERATOR::add_to_end( // element to add + void *new_data) { + CLIST_LINK *new_element; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("CLIST_ITERATOR::add_to_end", ABORT, NULL); + if (!new_data) + BAD_PARAMETER.error ("CLIST_ITERATOR::add_to_end", ABORT, + "new_data is NULL"); + #endif + + if (this->at_last ()) { + this->add_after_stay_put (new_data); + } + else { + if (this->at_first ()) { + this->add_before_stay_put (new_data); + list->last = prev; + } + else { //Iteratr is elsewhere + new_element = new CLIST_LINK; + new_element->data = new_data; + + new_element->next = list->last->next; + list->last->next = new_element; + list->last = new_element; + } + } +} + + +/*********************************************************************** + QUOTE_IT MACRO DEFINITION + =========================== +Replace with "". may be an arbitrary number of tokens +***********************************************************************/ + +#define QUOTE_IT( parm ) #parm + +/*********************************************************************** + CLISTIZE( CLASSNAME ) MACRO DEFINITION + ====================================== + +CLASSNAME is assumed to be the name of a class to be used in a CONS list + +NOTE: Because we don't use virtual functions in the list code, the list code +will NOT work correctly for classes derived from this. + +The macro generates: + - An element deletion function: CLASSNAME##_c1_zapper + - An element copier function: + CLASSNAME##_c1_copier + - A CLIST subclass: CLASSNAME##_CLIST + - A CLIST_ITERATOR subclass: + CLASSNAME##_C_IT + +NOTE: Generated names do NOT clash with those generated by ELISTIZE, +ELIST2ISE and CLIST2IZE + +Two macros are provided: CLISTIZE and CLISTIZEH +The ...IZEH macros just define the class names for use in .h files +The ...IZE macros define the code use in .c files +***********************************************************************/ + +/*********************************************************************** + CLISTIZEH( CLASSNAME ) MACRO + +CLISTIZEH is a concatenation of 3 fragments CLISTIZEH_A, CLISTIZEH_B and +CLISTIZEH_C. +***********************************************************************/ + +#define CLISTIZEH_A(CLASSNAME) \ + \ + extern DLLSYM void CLASSNAME##_c1_zapper( /*delete a link*/ \ + void *link); /*link to delete*/ \ + \ + extern DLLSYM void \ + *CLASSNAME##_c1_copier( /*deep copy a link*/ \ + void *old_element); /*source link */ + +#define CLISTIZEH_B(CLASSNAME) \ + \ + /*********************************************************************** \ + * CLASS - \ + *CLASSNAME##_CLIST \ + * \ + * List class for class \ + *CLASSNAME \ + * \ + **********************************************************************/ \ + \ + class DLLSYM CLASSNAME##_CLIST : public CLIST { \ + public: \ + CLASSNAME##_CLIST() : CLIST() {} \ + /* constructor */ \ + \ + CLASSNAME##_CLIST( /* don't construct */ \ + const CLASSNAME##_CLIST &) /*by initial assign*/ \ + { \ + DONT_CONSTRUCT_LIST_BY_COPY.error(QUOTE_IT(CLASSNAME##_CLIST), ABORT, \ + NULL); \ + } \ + \ + void deep_clear() /* delete elements */ \ + { \ + CLIST::internal_deep_clear(&CLASSNAME##_c1_zapper); \ + } \ + \ + void operator=(/* prevent assign */ \ + const CLASSNAME##_CLIST &) { \ + DONT_ASSIGN_LISTS.error(QUOTE_IT(CLASSNAME##_CLIST), ABORT, NULL); \ + } + +#define CLISTIZEH_C(CLASSNAME) \ + } \ + ; \ + \ + /*********************************************************************** \ + * CLASS - CLASSNAME##_C_IT \ + * \ + * Iterator class for class CLASSNAME##_CLIST \ + * \ + * Note: We don't need to coerce pointers to member functions input \ + * parameters as these are automatically converted to the type of the base \ + * type. ("A ptr to a class may be converted to a pointer to a public base \ + * class of that class") \ + **********************************************************************/ \ + \ + class DLLSYM CLASSNAME##_C_IT : public CLIST_ITERATOR { \ + public: \ + CLASSNAME##_C_IT() : CLIST_ITERATOR() {} \ + \ + CLASSNAME##_C_IT(CLASSNAME##_CLIST *list) : CLIST_ITERATOR(list) {} \ + \ + CLASSNAME *data() { return (CLASSNAME *)CLIST_ITERATOR::data(); } \ + \ + CLASSNAME *data_relative(inT8 offset) { \ + return (CLASSNAME *)CLIST_ITERATOR::data_relative(offset); \ + } \ + \ + CLASSNAME *forward() { return (CLASSNAME *)CLIST_ITERATOR::forward(); } \ + \ + CLASSNAME *extract() { return (CLASSNAME *)CLIST_ITERATOR::extract(); } \ + \ + CLASSNAME *move_to_first() { \ + return (CLASSNAME *)CLIST_ITERATOR::move_to_first(); \ + } \ + \ + CLASSNAME *move_to_last() { \ + return (CLASSNAME *)CLIST_ITERATOR::move_to_last(); \ + } \ + }; + +#define CLISTIZEH(CLASSNAME) \ + \ + CLISTIZEH_A(CLASSNAME) \ + \ + CLISTIZEH_B(CLASSNAME) \ + \ + CLISTIZEH_C(CLASSNAME) + +/*********************************************************************** + CLISTIZE( CLASSNAME ) MACRO +***********************************************************************/ + +#define CLISTIZE(CLASSNAME) \ + \ + /*********************************************************************** \ + * CLASSNAME##_c1_zapper \ + * \ + * A function which can delete a CLASSNAME element. This is passed to the \ + * generic deep_clear list member function so that when a list is cleared \ + *the \ + * elements on the list are properly destroyed from the base class, even \ + * though we don't use a virtual destructor function. \ + **********************************************************************/ \ + \ + DLLSYM void CLASSNAME##_c1_zapper( /*delete a link*/ \ + void *link) /*link to delete*/ \ + { \ + delete (CLASSNAME *)link; \ + } + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/doubleptr.h b/3rdparty/hgOCR/include/ccutil/doubleptr.h new file mode 100644 index 00000000..4cef16b5 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/doubleptr.h @@ -0,0 +1,93 @@ +// Copyright 2012 Google Inc. All Rights Reserved. +// Author: rays@google.com (Ray Smith) +/////////////////////////////////////////////////////////////////////// +// File: doubleptr.h +// Description: Double-ended pointer that keeps pointing correctly even +// when reallocated or copied. +// Author: Ray Smith +// Created: Wed Mar 14 12:22:57 PDT 2012 +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_DOUBLEPTR_H_ +#define TESSERACT_CCUTIL_DOUBLEPTR_H_ + +#include "errcode.h" + +namespace tesseract { + +// A smart pointer class that implements a double-ended pointer. Each end +// points to the other end. The copy constructor and operator= have MOVE +// semantics, meaning that the relationship with the other end moves to the +// destination of the copy, leaving the source unattached. +// For this reason both the copy constructor and the operator= take a non-const +// reference argument, and the const reference versions cannot be used. +// DoublePtr is useful to incorporate into structures that are part of a +// collection such as GenericVector or STL containers, where reallocs can +// relocate the members. DoublePtr is also useful in a GenericHeap, where it +// can correctly maintain the pointer to an element of the heap despite it +// getting moved around on the heap. +class DoublePtr { + public: + DoublePtr() : other_end_(NULL) {} + // Copy constructor steals the partner off src and is therefore a non + // const reference arg. + // Copying a const DoublePtr generates a compiler error. + DoublePtr(DoublePtr& src) { + other_end_ = src.other_end_; + if (other_end_ != NULL) { + other_end_->other_end_ = this; + src.other_end_ = NULL; + } + } + // Operator= steals the partner off src, and therefore needs src to be a non- + // const reference. + // Assigning from a const DoublePtr generates a compiler error. + void operator=(DoublePtr& src) { + Disconnect(); + other_end_ = src.other_end_; + if (other_end_ != NULL) { + other_end_->other_end_ = this; + src.other_end_ = NULL; + } + } + + // Connects this and other, discarding any existing connections. + void Connect(DoublePtr* other) { + other->Disconnect(); + Disconnect(); + other->other_end_ = this; + other_end_ = other; + } + // Disconnects this and other, making OtherEnd() return NULL for both. + void Disconnect() { + if (other_end_ != NULL) { + other_end_->other_end_ = NULL; + other_end_ = NULL; + } + } + // Returns the pointer to the other end of the double pointer. + DoublePtr* OtherEnd() const { + return other_end_; + } + + private: + // Pointer to the other end of the link. It is always true that either + // other_end_ == NULL or other_end_->other_end_ == this. + DoublePtr* other_end_; +}; + +} // namespace tesseract. + +#endif // THIRD_PARTY_TESSERACT_CCUTIL_DOUBLEPTR_H_ diff --git a/3rdparty/hgOCR/include/ccutil/elst.cpp b/3rdparty/hgOCR/include/ccutil/elst.cpp new file mode 100644 index 00000000..2d2c9ad6 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/elst.cpp @@ -0,0 +1,457 @@ +/********************************************************************** + * File: elst.c (Formerly elist.c) + * Description: Embedded list handling code which is not in the include file. + * Author: Phil Cheatle + * Created: Fri Jan 04 13:55:49 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include "elst.h" + +/*********************************************************************** + * MEMBER FUNCTIONS OF CLASS: ELIST + * ================================ + **********************************************************************/ + +/*********************************************************************** + * ELIST::internal_clear + * + * Used by the destructor and the "clear" member function of derived list + * classes to destroy all the elements on the list. + * The calling function passes a "zapper" function which can be called to + * delete each element of the list, regardless of its derived type. This + * technique permits a generic clear function to destroy elements of + * different derived types correctly, without requiring virtual functions and + * the consequential memory overhead. + **********************************************************************/ + +void +ELIST::internal_clear ( //destroy all links +void (*zapper) (ELIST_LINK *)) { + //ptr to zapper functn + ELIST_LINK *ptr; + ELIST_LINK *next; + + if (!empty ()) { + ptr = last->next; //set to first + last->next = NULL; //break circle + last = NULL; //set list empty + while (ptr) { + next = ptr->next; + zapper(ptr); + ptr = next; + } + } +} + +/*********************************************************************** + * ELIST::assign_to_sublist + * + * The list is set to a sublist of another list. "This" list must be empty + * before this function is invoked. The two iterators passed must refer to + * the same list, different from "this" one. The sublist removed is the + * inclusive list from start_it's current position to end_it's current + * position. If this range passes over the end of the source list then the + * source list has its end set to the previous element of start_it. The + * extracted sublist is unaffected by the end point of the source list, its + * end point is always the end_it position. + **********************************************************************/ + +void ELIST::assign_to_sublist( //to this list + ELIST_ITERATOR *start_it, //from list start + ELIST_ITERATOR *end_it) { //from list end + const ERRCODE LIST_NOT_EMPTY = + "Destination list must be empty before extracting a sublist"; + + if (!empty ()) + LIST_NOT_EMPTY.error ("ELIST.assign_to_sublist", ABORT, NULL); + + last = start_it->extract_sublist (end_it); +} + +/*********************************************************************** + * ELIST::length + * + * Return count of elements on list + **********************************************************************/ + +inT32 ELIST::length() const { // count elements + ELIST_ITERATOR it(const_cast(this)); + inT32 count = 0; + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + count++; + return count; +} + +/*********************************************************************** + * ELIST::sort + * + * Sort elements on list + * NB If you don't like the const declarations in the comparator, coerce yours: + * ( int (*)(const void *, const void *) + **********************************************************************/ + +void +ELIST::sort ( //sort elements +int comparator ( //comparison routine +const void *, const void *)) { + ELIST_ITERATOR it(this); + inT32 count; + ELIST_LINK **base; //ptr array to sort + ELIST_LINK **current; + inT32 i; + + /* Allocate an array of pointers, one per list element */ + count = length (); + base = (ELIST_LINK **) malloc (count * sizeof (ELIST_LINK *)); + + /* Extract all elements, putting the pointers in the array */ + current = base; + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + *current = it.extract (); + current++; + } + + /* Sort the pointer array */ + qsort ((char *) base, count, sizeof (*base), comparator); + + /* Rebuild the list from the sorted pointers */ + current = base; + for (i = 0; i < count; i++) { + it.add_to_end (*current); + current++; + } + free(base); +} + +// Assuming list has been sorted already, insert new_link to +// keep the list sorted according to the same comparison function. +// Comparison function is the same as used by sort, i.e. uses double +// indirection. Time is O(1) to add to beginning or end. +// Time is linear to add pre-sorted items to an empty list. +// If unique is set to true and comparator() returns 0 (an entry with the +// same information as the one contained in new_link is already in the +// list) - new_link is not added to the list and the function returns the +// pointer to the identical entry that already exists in the list +// (otherwise the function returns new_link). +ELIST_LINK *ELIST::add_sorted_and_find( + int comparator(const void*, const void*), + bool unique, ELIST_LINK* new_link) { + // Check for adding at the end. + if (last == NULL || comparator(&last, &new_link) < 0) { + if (last == NULL) { + new_link->next = new_link; + } else { + new_link->next = last->next; + last->next = new_link; + } + last = new_link; + } else { + // Need to use an iterator. + ELIST_ITERATOR it(this); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + ELIST_LINK* link = it.data(); + int compare = comparator(&link, &new_link); + if (compare > 0) { + break; + } else if (unique && compare == 0) { + return link; + } + } + if (it.cycled_list()) + it.add_to_end(new_link); + else + it.add_before_then_move(new_link); + } + return new_link; +} + +/*********************************************************************** + * MEMBER FUNCTIONS OF CLASS: ELIST_ITERATOR + * ========================================= + **********************************************************************/ + +/*********************************************************************** + * ELIST_ITERATOR::forward + * + * Move the iterator to the next element of the list. + * REMEMBER: ALL LISTS ARE CIRCULAR. + **********************************************************************/ + +ELIST_LINK *ELIST_ITERATOR::forward() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST_ITERATOR::forward", ABORT, NULL); + #endif + if (list->empty ()) + return NULL; + + if (current) { //not removed so + //set previous + prev = current; + started_cycling = TRUE; + // In case next is deleted by another iterator, get next from current. + current = current->next; + } else { + if (ex_current_was_cycle_pt) + cycle_pt = next; + current = next; + } + next = current->next; + + #ifndef NDEBUG + if (!current) + NULL_DATA.error ("ELIST_ITERATOR::forward", ABORT, NULL); + if (!next) + NULL_NEXT.error ("ELIST_ITERATOR::forward", ABORT, + "This is: %p Current is: %p", this, current); + #endif + return current; +} + +/*********************************************************************** + * ELIST_ITERATOR::data_relative + * + * Return the data pointer to the element "offset" elements from current. + * "offset" must not be less than -1. + * (This function can't be INLINEd because it contains a loop) + **********************************************************************/ + +ELIST_LINK *ELIST_ITERATOR::data_relative( //get data + or - ... + inT8 offset) { //offset from current + ELIST_LINK *ptr; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST_ITERATOR::data_relative", ABORT, NULL); + if (list->empty ()) + EMPTY_LIST.error ("ELIST_ITERATOR::data_relative", ABORT, NULL); + if (offset < -1) + BAD_PARAMETER.error ("ELIST_ITERATOR::data_relative", ABORT, + "offset < -l"); + #endif + + if (offset == -1) + ptr = prev; + else + for (ptr = current ? current : prev; offset-- > 0; ptr = ptr->next); + + #ifndef NDEBUG + if (!ptr) + NULL_DATA.error ("ELIST_ITERATOR::data_relative", ABORT, NULL); + #endif + + return ptr; +} + +/*********************************************************************** + * ELIST_ITERATOR::move_to_last() + * + * Move current so that it is set to the end of the list. + * Return data just in case anyone wants it. + * (This function can't be INLINEd because it contains a loop) + **********************************************************************/ + +ELIST_LINK *ELIST_ITERATOR::move_to_last() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST_ITERATOR::move_to_last", ABORT, NULL); + #endif + + while (current != list->last) + forward(); + + return current; +} + +/*********************************************************************** + * ELIST_ITERATOR::exchange() + * + * Given another iterator, whose current element is a different element on + * the same list list OR an element of another list, exchange the two current + * elements. On return, each iterator points to the element which was the + * other iterators current on entry. + * (This function hasn't been in-lined because its a bit big!) + **********************************************************************/ + +void ELIST_ITERATOR::exchange( //positions of 2 links + ELIST_ITERATOR *other_it) { //other iterator + const ERRCODE DONT_EXCHANGE_DELETED = + "Can't exchange deleted elements of lists"; + + ELIST_LINK *old_current; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST_ITERATOR::exchange", ABORT, NULL); + if (!other_it) + BAD_PARAMETER.error ("ELIST_ITERATOR::exchange", ABORT, "other_it NULL"); + if (!(other_it->list)) + NO_LIST.error ("ELIST_ITERATOR::exchange", ABORT, "other_it"); + #endif + + /* Do nothing if either list is empty or if both iterators reference the same + link */ + + if ((list->empty ()) || + (other_it->list->empty ()) || (current == other_it->current)) + return; + + /* Error if either current element is deleted */ + + if (!current || !other_it->current) + DONT_EXCHANGE_DELETED.error ("ELIST_ITERATOR.exchange", ABORT, NULL); + + /* Now handle the 4 cases: doubleton list; non-doubleton adjacent elements + (other before this); non-doubleton adjacent elements (this before other); + non-adjacent elements. */ + + //adjacent links + if ((next == other_it->current) || + (other_it->next == current)) { + //doubleton list + if ((next == other_it->current) && + (other_it->next == current)) { + prev = next = current; + other_it->prev = other_it->next = other_it->current; + } + else { //non-doubleton with + //adjacent links + //other before this + if (other_it->next == current) { + other_it->prev->next = current; + other_it->current->next = next; + current->next = other_it->current; + other_it->next = other_it->current; + prev = current; + } + else { //this before other + prev->next = other_it->current; + current->next = other_it->next; + other_it->current->next = current; + next = current; + other_it->prev = other_it->current; + } + } + } + else { //no overlap + prev->next = other_it->current; + current->next = other_it->next; + other_it->prev->next = current; + other_it->current->next = next; + } + + /* update end of list pointer when necessary (remember that the 2 iterators + may iterate over different lists!) */ + + if (list->last == current) + list->last = other_it->current; + if (other_it->list->last == other_it->current) + other_it->list->last = current; + + if (current == cycle_pt) + cycle_pt = other_it->cycle_pt; + if (other_it->current == other_it->cycle_pt) + other_it->cycle_pt = cycle_pt; + + /* The actual exchange - in all cases*/ + + old_current = current; + current = other_it->current; + other_it->current = old_current; +} + +/*********************************************************************** + * ELIST_ITERATOR::extract_sublist() + * + * This is a private member, used only by ELIST::assign_to_sublist. + * Given another iterator for the same list, extract the links from THIS to + * OTHER inclusive, link them into a new circular list, and return a + * pointer to the last element. + * (Can't inline this function because it contains a loop) + **********************************************************************/ + +ELIST_LINK *ELIST_ITERATOR::extract_sublist( //from this current + ELIST_ITERATOR *other_it) { //to other current + #ifndef NDEBUG + const ERRCODE BAD_EXTRACTION_PTS = + "Can't extract sublist from points on different lists"; + const ERRCODE DONT_EXTRACT_DELETED = + "Can't extract a sublist marked by deleted points"; + #endif + const ERRCODE BAD_SUBLIST = "Can't find sublist end point in original list"; + + ELIST_ITERATOR temp_it = *this; + ELIST_LINK *end_of_new_list; + + #ifndef NDEBUG + if (!other_it) + BAD_PARAMETER.error ("ELIST_ITERATOR::extract_sublist", ABORT, + "other_it NULL"); + if (!list) + NO_LIST.error ("ELIST_ITERATOR::extract_sublist", ABORT, NULL); + if (list != other_it->list) + BAD_EXTRACTION_PTS.error ("ELIST_ITERATOR.extract_sublist", ABORT, NULL); + if (list->empty ()) + EMPTY_LIST.error ("ELIST_ITERATOR::extract_sublist", ABORT, NULL); + + if (!current || !other_it->current) + DONT_EXTRACT_DELETED.error ("ELIST_ITERATOR.extract_sublist", ABORT, + NULL); + #endif + + ex_current_was_last = other_it->ex_current_was_last = FALSE; + ex_current_was_cycle_pt = FALSE; + other_it->ex_current_was_cycle_pt = FALSE; + + temp_it.mark_cycle_pt (); + do { //walk sublist + if (temp_it.cycled_list()) // can't find end pt + BAD_SUBLIST.error ("ELIST_ITERATOR.extract_sublist", ABORT, NULL); + + if (temp_it.at_last ()) { + list->last = prev; + ex_current_was_last = other_it->ex_current_was_last = TRUE; + } + + if (temp_it.current == cycle_pt) + ex_current_was_cycle_pt = TRUE; + + if (temp_it.current == other_it->cycle_pt) + other_it->ex_current_was_cycle_pt = TRUE; + + temp_it.forward (); + } + while (temp_it.prev != other_it->current); + + //circularise sublist + other_it->current->next = current; + end_of_new_list = other_it->current; + + //sublist = whole list + if (prev == other_it->current) { + list->last = NULL; + prev = current = next = NULL; + other_it->prev = other_it->current = other_it->next = NULL; + } + else { + prev->next = other_it->next; + current = other_it->current = NULL; + next = other_it->next; + other_it->prev = prev; + } + return end_of_new_list; +} diff --git a/3rdparty/hgOCR/include/ccutil/elst.h b/3rdparty/hgOCR/include/ccutil/elst.h new file mode 100644 index 00000000..64f4b52a --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/elst.h @@ -0,0 +1,988 @@ +/********************************************************************** + * File: elst.h (Formerly elist.h) + * Description: Embedded list module include file. + * Author: Phil Cheatle + * Created: Mon Jan 07 08:35:34 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef ELST_H +#define ELST_H + +#include +#include "host.h" +#include "serialis.h" +#include "lsterr.h" + +class ELIST_ITERATOR; + +/********************************************************************** +This module implements list classes and iterators. +The following list types and iterators are provided: + + List type List Class Iterator Class Element Class + --------- ---------- -------------- ------------- + + Embedded list ELIST + ELIST_ITERATOR + ELIST_LINK + (Single linked) + + Embedded list ELIST2 + ELIST2_ITERATOR + ELIST2_LINK + (Double linked) + + Cons List CLIST + CLIST_ITERATOR + CLIST_LINK + (Single linked) + + Cons List CLIST2 + CLIST2_ITERATOR + CLIST2_LINK + (Double linked) + +An embedded list is where the list pointers are provided by a generic class. +Data types to be listed inherit from the generic class. Data is thus linked +in only ONE list at any one time. + +A cons list has a separate structure for a "cons cell". This contains the +list pointer(s) AND a pointer to the data structure held on the list. A +structure can be on many cons lists at the same time, and the structure does +not need to inherit from any generic class in order to be on the list. + +The implementation of lists is very careful about space and speed overheads. +This is why many embedded lists are provided. The same concerns mean that +in-line type coercion is done, rather than use virtual functions. This is +cumbersome in that each data type to be listed requires its own iterator and +list class - though macros can gererate these. It also prevents heterogeneous +lists. +**********************************************************************/ + +/********************************************************************** + * CLASS - ELIST_LINK + * + * Generic link class for singly linked lists with embedded links + * + * Note: No destructor - elements are assumed to be destroyed EITHER after + * they have been extracted from a list OR by the ELIST destructor which + * walks the list. + **********************************************************************/ + +class DLLSYM ELIST_LINK +{ + friend class ELIST_ITERATOR; + friend class ELIST; + + ELIST_LINK *next; + +public: + ELIST_LINK() { + next = NULL; + } + //constructor + + ELIST_LINK(const ELIST_LINK &) { // don't copy link. + next = NULL; + } + + void operator=( // don't copy links + const ELIST_LINK &) { + next = NULL; + } +}; + +/********************************************************************** + * CLASS - ELIST + * + * Generic list class for singly linked lists with embedded links + **********************************************************************/ + +class DLLSYM ELIST +{ + friend class ELIST_ITERATOR; + + ELIST_LINK *last; //End of list + //(Points to head) + ELIST_LINK *First() { // return first + return last ? last->next : NULL; + } + +public: + ELIST() { //constructor + last = NULL; + } + + void internal_clear( //destroy all links + //ptr to zapper functn + void(*zapper) (ELIST_LINK *)); + + bool empty() const { //is list empty? + return !last; + } + + bool singleton() const { + return last ? (last == last->next) : false; + } + + void shallow_copy( //dangerous!! + ELIST *from_list) { //beware destructors!! + last = from_list->last; + } + + //ptr to copier functn + void internal_deep_copy(ELIST_LINK * (*copier) (ELIST_LINK *), + const ELIST * list); //list being copied + + void assign_to_sublist( //to this list + ELIST_ITERATOR *start_it, //from list start + ELIST_ITERATOR *end_it); //from list end + + inT32 length() const; // # elements in list + + void sort( //sort elements + int comparator( //comparison routine + const void *, const void *)); + + // Assuming list has been sorted already, insert new_link to + // keep the list sorted according to the same comparison function. + // Comparison function is the same as used by sort, i.e. uses double + // indirection. Time is O(1) to add to beginning or end. + // Time is linear to add pre-sorted items to an empty list. + // If unique is set to true and comparator() returns 0 (an entry with the + // same information as the one contained in new_link is already in the + // list) - new_link is not added to the list and the function returns the + // pointer to the identical entry that already exists in the list + // (otherwise the function returns new_link). + ELIST_LINK *add_sorted_and_find(int comparator(const void*, const void*), + bool unique, ELIST_LINK* new_link); + + // Same as above, but returns true if the new entry was inserted, false + // if the identical entry already existed in the list. + bool add_sorted(int comparator(const void*, const void*), + bool unique, ELIST_LINK* new_link) { + return (add_sorted_and_find(comparator, unique, new_link) == new_link); + } + +}; + +/*********************************************************************** + * CLASS - ELIST_ITERATOR + * + * Generic iterator class for singly linked lists with embedded links + **********************************************************************/ + +class DLLSYM ELIST_ITERATOR +{ + friend void ELIST::assign_to_sublist(ELIST_ITERATOR *, ELIST_ITERATOR *); + + ELIST *list; //List being iterated + ELIST_LINK *prev; //prev element + ELIST_LINK *current; //current element + ELIST_LINK *next; //next element + bool ex_current_was_last; //current extracted + //was end of list + bool ex_current_was_cycle_pt; //current extracted + //was cycle point + ELIST_LINK *cycle_pt; //point we are cycling + //the list to. + bool started_cycling; //Have we moved off + //the start? + + ELIST_LINK *extract_sublist( //from this current... + ELIST_ITERATOR *other_it); //to other current + +public: + ELIST_ITERATOR() { //constructor + list = NULL; + } //unassigned list + + explicit ELIST_ITERATOR(ELIST *list_to_iterate); + + void set_to_list( //change list + ELIST *list_to_iterate); + + void add_after_then_move( //add after current & + ELIST_LINK *new_link); //move to new + + void add_after_stay_put( //add after current & + ELIST_LINK *new_link); //stay at current + + void add_before_then_move( //add before current & + ELIST_LINK *new_link); //move to new + + void add_before_stay_put( //add before current & + ELIST_LINK *new_link); //stay at current + + void add_list_after( //add a list & + ELIST *list_to_add); //stay at current + + void add_list_before( //add a list & + ELIST *list_to_add); //move to it 1st item + + ELIST_LINK *data() { //get current data +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::data", ABORT, NULL); + if (!current) + NULL_DATA.error("ELIST_ITERATOR::data", ABORT, NULL); +#endif + return current; + } + + ELIST_LINK *data_relative( //get data + or - ... + inT8 offset); //offset from current + + ELIST_LINK *forward(); //move to next element + + ELIST_LINK *extract(); //remove from list + + ELIST_LINK *move_to_first(); //go to start of list + + ELIST_LINK *move_to_last(); //go to end of list + + void mark_cycle_pt(); //remember current + + bool empty() { //is list empty? +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::empty", ABORT, NULL); +#endif + return list->empty(); + } + + bool current_extracted() { //current extracted? + return !current; + } + + bool at_first(); //Current is first? + + bool at_last(); //Current is last? + + bool cycled_list(); //Completed a cycle? + + void add_to_end( // add at end & + ELIST_LINK *new_link); // don't move + + void exchange( //positions of 2 links + ELIST_ITERATOR *other_it); //other iterator + + inT32 length(); //# elements in list + + void sort( //sort elements + int comparator( //comparison routine + const void *, const void *)); + +}; + +/*********************************************************************** + * ELIST_ITERATOR::set_to_list + * + * (Re-)initialise the iterator to point to the start of the list_to_iterate + * over. + **********************************************************************/ + +inline void ELIST_ITERATOR::set_to_list( //change list + ELIST *list_to_iterate) { +#ifndef NDEBUG + if (!list_to_iterate) + BAD_PARAMETER.error("ELIST_ITERATOR::set_to_list", ABORT, + "list_to_iterate is NULL"); +#endif + + list = list_to_iterate; + prev = list->last; + current = list->First(); + next = current ? current->next : NULL; + cycle_pt = NULL; //await explicit set + started_cycling = FALSE; + ex_current_was_last = FALSE; + ex_current_was_cycle_pt = FALSE; +} + + +/*********************************************************************** + * ELIST_ITERATOR::ELIST_ITERATOR + * + * CONSTRUCTOR - set iterator to specified list; + **********************************************************************/ + +inline ELIST_ITERATOR::ELIST_ITERATOR(ELIST *list_to_iterate) { + set_to_list(list_to_iterate); +} + + +/*********************************************************************** + * ELIST_ITERATOR::add_after_then_move + * + * Add a new element to the list after the current element and move the + * iterator to the new element. + **********************************************************************/ + +inline void ELIST_ITERATOR::add_after_then_move( // element to add + ELIST_LINK *new_element) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::add_after_then_move", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error("ELIST_ITERATOR::add_after_then_move", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error("ELIST_ITERATOR::add_after_then_move", ABORT, NULL); +#endif + + if (list->empty()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + } + else { + new_element->next = next; + + if (current) { //not extracted + current->next = new_element; + prev = current; + if (current == list->last) + list->last = new_element; + } + else { //current extracted + prev->next = new_element; + if (ex_current_was_last) + list->last = new_element; + if (ex_current_was_cycle_pt) + cycle_pt = new_element; + } + } + current = new_element; +} + + +/*********************************************************************** + * ELIST_ITERATOR::add_after_stay_put + * + * Add a new element to the list after the current element but do not move + * the iterator to the new element. + **********************************************************************/ + +inline void ELIST_ITERATOR::add_after_stay_put( // element to add + ELIST_LINK *new_element) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::add_after_stay_put", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error("ELIST_ITERATOR::add_after_stay_put", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error("ELIST_ITERATOR::add_after_stay_put", ABORT, NULL); +#endif + + if (list->empty()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + ex_current_was_last = FALSE; + current = NULL; + } + else { + new_element->next = next; + + if (current) { //not extracted + current->next = new_element; + if (prev == current) + prev = new_element; + if (current == list->last) + list->last = new_element; + } + else { //current extracted + prev->next = new_element; + if (ex_current_was_last) { + list->last = new_element; + ex_current_was_last = FALSE; + } + } + next = new_element; + } +} + + +/*********************************************************************** + * ELIST_ITERATOR::add_before_then_move + * + * Add a new element to the list before the current element and move the + * iterator to the new element. + **********************************************************************/ + +inline void ELIST_ITERATOR::add_before_then_move( // element to add + ELIST_LINK *new_element) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::add_before_then_move", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error("ELIST_ITERATOR::add_before_then_move", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error("ELIST_ITERATOR::add_before_then_move", ABORT, NULL); +#endif + + if (list->empty()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + } + else { + prev->next = new_element; + if (current) { //not extracted + new_element->next = current; + next = current; + } + else { //current extracted + new_element->next = next; + if (ex_current_was_last) + list->last = new_element; + if (ex_current_was_cycle_pt) + cycle_pt = new_element; + } + } + current = new_element; +} + +/*********************************************************************** + * ELIST_ITERATOR::add_before_stay_put + * + * Add a new element to the list before the current element but don't move the + * iterator to the new element. + **********************************************************************/ + +inline void ELIST_ITERATOR::add_before_stay_put( // element to add + ELIST_LINK *new_element) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::add_before_stay_put", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error("ELIST_ITERATOR::add_before_stay_put", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error("ELIST_ITERATOR::add_before_stay_put", ABORT, NULL); +#endif + + if (list->empty()) { + new_element->next = new_element; + list->last = new_element; + prev = next = new_element; + ex_current_was_last = TRUE; + current = NULL; + } + else { + prev->next = new_element; + if (current) { //not extracted + new_element->next = current; + if (next == current) + next = new_element; + } + else { //current extracted + new_element->next = next; + if (ex_current_was_last) + list->last = new_element; + } + prev = new_element; + } +} + +/*********************************************************************** + * ELIST_ITERATOR::add_list_after + * + * Insert another list to this list after the current element but don't move + *the + * iterator. + **********************************************************************/ + +inline void ELIST_ITERATOR::add_list_after(ELIST *list_to_add) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::add_list_after", ABORT, NULL); + if (!list_to_add) + BAD_PARAMETER.error("ELIST_ITERATOR::add_list_after", ABORT, + "list_to_add is NULL"); +#endif + + if (!list_to_add->empty()) { + if (list->empty()) { + list->last = list_to_add->last; + prev = list->last; + next = list->First(); + ex_current_was_last = TRUE; + current = NULL; + } + else { + if (current) { //not extracted + current->next = list_to_add->First(); + if (current == list->last) + list->last = list_to_add->last; + list_to_add->last->next = next; + next = current->next; + } + else { //current extracted + prev->next = list_to_add->First(); + if (ex_current_was_last) { + list->last = list_to_add->last; + ex_current_was_last = FALSE; + } + list_to_add->last->next = next; + next = prev->next; + } + } + list_to_add->last = NULL; + } +} + + +/*********************************************************************** + * ELIST_ITERATOR::add_list_before + * + * Insert another list to this list before the current element. Move the + * iterator to the start of the inserted elements + * iterator. + **********************************************************************/ + +inline void ELIST_ITERATOR::add_list_before(ELIST *list_to_add) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::add_list_before", ABORT, NULL); + if (!list_to_add) + BAD_PARAMETER.error("ELIST_ITERATOR::add_list_before", ABORT, + "list_to_add is NULL"); +#endif + + if (!list_to_add->empty()) { + if (list->empty()) { + list->last = list_to_add->last; + prev = list->last; + current = list->First(); + next = current->next; + ex_current_was_last = FALSE; + } + else { + prev->next = list_to_add->First(); + if (current) { //not extracted + list_to_add->last->next = current; + } + else { //current extracted + list_to_add->last->next = next; + if (ex_current_was_last) + list->last = list_to_add->last; + if (ex_current_was_cycle_pt) + cycle_pt = prev->next; + } + current = prev->next; + next = current->next; + } + list_to_add->last = NULL; + } +} + + +/*********************************************************************** + * ELIST_ITERATOR::extract + * + * Do extraction by removing current from the list, returning it to the + * caller, but NOT updating the iterator. (So that any calling loop can do + * this.) The iterator's current points to NULL. If the extracted element + * is to be deleted, this is the callers responsibility. + **********************************************************************/ + +inline ELIST_LINK *ELIST_ITERATOR::extract() { + ELIST_LINK *extracted_link; + +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::extract", ABORT, NULL); + if (!current) //list empty or + //element extracted + NULL_CURRENT.error("ELIST_ITERATOR::extract", + ABORT, NULL); +#endif + + if (list->singleton()) { + // Special case where we do need to change the iterator. + prev = next = list->last = NULL; + } + else { + prev->next = next; //remove from list + + if (current == list->last) { + list->last = prev; + ex_current_was_last = TRUE; + } + else { + ex_current_was_last = FALSE; + } + } + // Always set ex_current_was_cycle_pt so an add/forward will work in a loop. + ex_current_was_cycle_pt = (current == cycle_pt) ? TRUE : FALSE; + extracted_link = current; + extracted_link->next = NULL; //for safety + current = NULL; + return extracted_link; +} + + +/*********************************************************************** + * ELIST_ITERATOR::move_to_first() + * + * Move current so that it is set to the start of the list. + * Return data just in case anyone wants it. + **********************************************************************/ + +inline ELIST_LINK *ELIST_ITERATOR::move_to_first() { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::move_to_first", ABORT, NULL); +#endif + + current = list->First(); + prev = list->last; + next = current ? current->next : NULL; + return current; +} + + +/*********************************************************************** + * ELIST_ITERATOR::mark_cycle_pt() + * + * Remember the current location so that we can tell whether we've returned + * to this point later. + * + * If the current point is deleted either now, or in the future, the cycle + * point will be set to the next item which is set to current. This could be + * by a forward, add_after_then_move or add_after_then_move. + **********************************************************************/ + +inline void ELIST_ITERATOR::mark_cycle_pt() { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::mark_cycle_pt", ABORT, NULL); +#endif + + if (current) + cycle_pt = current; + else + ex_current_was_cycle_pt = TRUE; + started_cycling = FALSE; +} + + +/*********************************************************************** + * ELIST_ITERATOR::at_first() + * + * Are we at the start of the list? + * + **********************************************************************/ + +inline bool ELIST_ITERATOR::at_first() { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::at_first", ABORT, NULL); +#endif + + //we're at a deleted + return ((list->empty()) || (current == list->First()) || ((current == NULL) && + (prev == list->last) && //NON-last pt between + !ex_current_was_last)); //first and last +} + + +/*********************************************************************** + * ELIST_ITERATOR::at_last() + * + * Are we at the end of the list? + * + **********************************************************************/ + +inline bool ELIST_ITERATOR::at_last() { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::at_last", ABORT, NULL); +#endif + + //we're at a deleted + return ((list->empty()) || (current == list->last) || ((current == NULL) && + (prev == list->last) && //last point between + ex_current_was_last)); //first and last +} + + +/*********************************************************************** + * ELIST_ITERATOR::cycled_list() + * + * Have we returned to the cycle_pt since it was set? + * + **********************************************************************/ + +inline bool ELIST_ITERATOR::cycled_list() { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::cycled_list", ABORT, NULL); +#endif + + return ((list->empty()) || ((current == cycle_pt) && started_cycling)); + +} + + +/*********************************************************************** + * ELIST_ITERATOR::length() + * + * Return the length of the list + * + **********************************************************************/ + +inline inT32 ELIST_ITERATOR::length() { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::length", ABORT, NULL); +#endif + + return list->length(); +} + + +/*********************************************************************** + * ELIST_ITERATOR::sort() + * + * Sort the elements of the list, then reposition at the start. + * + **********************************************************************/ + +inline void +ELIST_ITERATOR::sort( //sort elements + int comparator( //comparison routine + const void *, const void *)) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::sort", ABORT, NULL); +#endif + + list->sort(comparator); + move_to_first(); +} + + +/*********************************************************************** + * ELIST_ITERATOR::add_to_end + * + * Add a new element to the end of the list without moving the iterator. + * This is provided because a single linked list cannot move to the last as + * the iterator couldn't set its prev pointer. Adding to the end is + * essential for implementing + queues. +**********************************************************************/ + +inline void ELIST_ITERATOR::add_to_end( // element to add + ELIST_LINK *new_element) { +#ifndef NDEBUG + if (!list) + NO_LIST.error("ELIST_ITERATOR::add_to_end", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error("ELIST_ITERATOR::add_to_end", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error("ELIST_ITERATOR::add_to_end", ABORT, NULL); +#endif + + if (this->at_last()) { + this->add_after_stay_put(new_element); + } + else { + if (this->at_first()) { + this->add_before_stay_put(new_element); + list->last = new_element; + } + else { //Iteratr is elsewhere + new_element->next = list->last->next; + list->last->next = new_element; + list->last = new_element; + } + } +} + + +/*********************************************************************** + ******************** MACROS ************************************** + ***********************************************************************/ + + /*********************************************************************** + QUOTE_IT MACRO DEFINITION + =========================== + Replace with "". may be an arbitrary number of tokens + ***********************************************************************/ + +#define QUOTE_IT( parm ) #parm + + /*********************************************************************** + ELISTIZE( CLASSNAME ) MACRO + ============================ + + CLASSNAME is assumed to be the name of a class which has a baseclass of + ELIST_LINK. + + NOTE: Because we don't use virtual functions in the list code, the list code + will NOT work correctly for classes derived from this. + + The macros generate: + - An element deletion function: CLASSNAME##_zapper + - An E_LIST subclass: CLASSNAME##_LIST + - An E_LIST_ITERATOR subclass: CLASSNAME##_IT + + NOTE: Generated names are DELIBERATELY designed to clash with those for + ELIST2IZE but NOT with those for CLISTIZE and CLIST2IZE + + Two macros are provided: ELISTIZE and ELISTIZEH. + The ...IZEH macros just define the class names for use in .h files + The ...IZE macros define the code use in .c files + ***********************************************************************/ + + /*********************************************************************** + ELISTIZEH( CLASSNAME ) MACRO + + ELISTIZEH is a concatenation of 3 fragments ELISTIZEH_A, ELISTIZEH_B and + ELISTIZEH_C. + ***********************************************************************/ + +#define ELISTIZEH_A(CLASSNAME) \ + \ +extern DLLSYM void CLASSNAME##_zapper(ELIST_LINK* link); + +#define ELISTIZEH_B(CLASSNAME) \ + \ +/*********************************************************************** \ +* CLASS - CLASSNAME##_LIST \ +* \ +* List class for class CLASSNAME \ +* \ +**********************************************************************/ \ + \ +class DLLSYM CLASSNAME##_LIST : public ELIST { \ + public: \ + CLASSNAME##_LIST():ELIST() {} \ + \ + void clear() { /* delete elements */\ + ELIST::internal_clear(&CLASSNAME##_zapper); \ + } \ + \ + ~CLASSNAME##_LIST() { \ + clear(); \ + } \ + \ + /* Become a deep copy of src_list*/ \ + void deep_copy(const CLASSNAME##_LIST* src_list, \ + CLASSNAME* (*copier)(const CLASSNAME*)); \ + \ +private: \ + /* Prevent assign and copy construction. */ \ + CLASSNAME##_LIST(const CLASSNAME##_LIST&) { \ + DONT_CONSTRUCT_LIST_BY_COPY.error(QUOTE_IT(CLASSNAME##_LIST), ABORT, NULL);\ + } \ + void operator=(const CLASSNAME##_LIST&) { \ + DONT_ASSIGN_LISTS.error(QUOTE_IT(CLASSNAME##_LIST), ABORT, NULL ); \ + } \ + +#define ELISTIZEH_C( CLASSNAME ) \ +}; \ + \ + \ + \ +/*********************************************************************** \ +* CLASS - CLASSNAME##_IT \ +* \ +* Iterator class for class CLASSNAME##_LIST \ +* \ +* Note: We don't need to coerce pointers to member functions input \ +* parameters as these are automatically converted to the type of the base \ +* type. ("A ptr to a class may be converted to a pointer to a public base \ +* class of that class") \ +**********************************************************************/ \ + \ +class DLLSYM CLASSNAME##_IT : public ELIST_ITERATOR { \ + public: \ + CLASSNAME##_IT():ELIST_ITERATOR(){} \ + \ + /* TODO(rays) This constructor should be explicit, but that means changing \ + hundreds of incorrect initializations of iterators that use = over () */ \ + CLASSNAME##_IT(CLASSNAME##_LIST* list) : ELIST_ITERATOR(list) {} \ + \ + CLASSNAME* data() { \ + return reinterpret_cast(ELIST_ITERATOR::data()); \ + } \ + \ + CLASSNAME* data_relative(inT8 offset) { \ + return reinterpret_cast(ELIST_ITERATOR::data_relative(offset));\ + } \ + \ + CLASSNAME* forward() { \ + return reinterpret_cast(ELIST_ITERATOR::forward()); \ + } \ + \ + CLASSNAME* extract() { \ + return reinterpret_cast(ELIST_ITERATOR::extract()); \ + } \ + \ + CLASSNAME* move_to_first() { \ + return reinterpret_cast(ELIST_ITERATOR::move_to_first()); \ + } \ + \ + CLASSNAME* move_to_last() { \ + return reinterpret_cast(ELIST_ITERATOR::move_to_last()); \ + } \ +}; + +#define ELISTIZEH( CLASSNAME ) \ + \ +ELISTIZEH_A( CLASSNAME ) \ + \ +ELISTIZEH_B( CLASSNAME ) \ + \ +ELISTIZEH_C( CLASSNAME ) + + + /*********************************************************************** + ELISTIZE( CLASSNAME ) MACRO + ***********************************************************************/ + +#define ELISTIZE(CLASSNAME) \ + \ + /*********************************************************************** \ + * CLASSNAME##_zapper \ + * \ + * A function which can delete a CLASSNAME element. This is passed to the \ + * generic clear list member function so that when a list is cleared the \ + * elements on the list are properly destroyed from the base class, even \ + * though we don't use a virtual destructor function. \ + **********************************************************************/ \ + \ + DLLSYM void CLASSNAME##_zapper(ELIST_LINK *link) { \ + delete reinterpret_cast(link); \ + } \ + \ + /* Become a deep copy of src_list*/ \ + void CLASSNAME##_LIST::deep_copy(const CLASSNAME##_LIST *src_list, \ + CLASSNAME *(*copier)(const CLASSNAME *)) { \ + CLASSNAME##_IT from_it(const_cast(src_list)); \ + CLASSNAME##_IT to_it(this); \ + \ + for (from_it.mark_cycle_pt(); !from_it.cycled_list(); from_it.forward()) \ + to_it.add_after_then_move((*copier)(from_it.data())); \ + } + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/elst2.cpp b/3rdparty/hgOCR/include/ccutil/elst2.cpp new file mode 100644 index 00000000..0d4960ed --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/elst2.cpp @@ -0,0 +1,482 @@ +/********************************************************************** + * File: elst2.c (Formerly elist2.c) + * Description: Doubly linked embedded list code not in the include file. + * Author: Phil Cheatle + * Created: Wed Jan 23 11:04:47 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include "host.h" +#include "elst2.h" + +/*********************************************************************** + * MEMBER FUNCTIONS OF CLASS: ELIST2 + * ================================= + **********************************************************************/ + +/*********************************************************************** + * ELIST2::internal_clear + * + * Used by the destructor and the "clear" member function of derived list + * classes to destroy all the elements on the list. + * The calling function passes a "zapper" function which can be called to + * delete each element of the list, regardless of its derived type. This + * technique permits a generic clear function to destroy elements of + * different derived types correctly, without requiring virtual functions and + * the consequential memory overhead. + **********************************************************************/ + +void +ELIST2::internal_clear ( //destroy all links +void (*zapper) (ELIST2_LINK *)) { + //ptr to zapper functn + ELIST2_LINK *ptr; + ELIST2_LINK *next; + + if (!empty ()) { + ptr = last->next; //set to first + last->next = NULL; //break circle + last = NULL; //set list empty + while (ptr) { + next = ptr->next; + zapper(ptr); + ptr = next; + } + } +} + +/*********************************************************************** + * ELIST2::assign_to_sublist + * + * The list is set to a sublist of another list. "This" list must be empty + * before this function is invoked. The two iterators passed must refer to + * the same list, different from "this" one. The sublist removed is the + * inclusive list from start_it's current position to end_it's current + * position. If this range passes over the end of the source list then the + * source list has its end set to the previous element of start_it. The + * extracted sublist is unaffected by the end point of the source list, its + * end point is always the end_it position. + **********************************************************************/ + +void ELIST2::assign_to_sublist( //to this list + ELIST2_ITERATOR *start_it, //from list start + ELIST2_ITERATOR *end_it) { //from list end + const ERRCODE LIST_NOT_EMPTY = + "Destination list must be empty before extracting a sublist"; + + if (!empty ()) + LIST_NOT_EMPTY.error ("ELIST2.assign_to_sublist", ABORT, NULL); + + last = start_it->extract_sublist (end_it); +} + +/*********************************************************************** + * ELIST2::length + * + * Return count of elements on list + **********************************************************************/ + +inT32 ELIST2::length() const { // count elements + ELIST2_ITERATOR it(const_cast(this)); + inT32 count = 0; + + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) + count++; + return count; +} + +/*********************************************************************** + * ELIST2::sort + * + * Sort elements on list + * NB If you don't like the const declarations in the comparator, coerce yours: + * ( int (*)(const void *, const void *) + **********************************************************************/ + +void +ELIST2::sort ( //sort elements +int comparator ( //comparison routine +const void *, const void *)) { + ELIST2_ITERATOR it(this); + inT32 count; + ELIST2_LINK **base; //ptr array to sort + ELIST2_LINK **current; + inT32 i; + + /* Allocate an array of pointers, one per list element */ + count = length (); + base = (ELIST2_LINK **) malloc (count * sizeof (ELIST2_LINK *)); + + /* Extract all elements, putting the pointers in the array */ + current = base; + for (it.mark_cycle_pt (); !it.cycled_list (); it.forward ()) { + *current = it.extract (); + current++; + } + + /* Sort the pointer array */ + qsort ((char *) base, count, sizeof (*base), comparator); + + /* Rebuild the list from the sorted pointers */ + current = base; + for (i = 0; i < count; i++) { + it.add_to_end (*current); + current++; + } + free(base); +} + +// Assuming list has been sorted already, insert new_link to +// keep the list sorted according to the same comparison function. +// Comparison function is the same as used by sort, i.e. uses double +// indirection. Time is O(1) to add to beginning or end. +// Time is linear to add pre-sorted items to an empty list. +void ELIST2::add_sorted(int comparator(const void*, const void*), + ELIST2_LINK* new_link) { + // Check for adding at the end. + if (last == NULL || comparator(&last, &new_link) < 0) { + if (last == NULL) { + new_link->next = new_link; + new_link->prev = new_link; + } else { + new_link->next = last->next; + new_link->prev = last; + last->next = new_link; + new_link->next->prev = new_link; + } + last = new_link; + } else { + // Need to use an iterator. + ELIST2_ITERATOR it(this); + for (it.mark_cycle_pt(); !it.cycled_list(); it.forward()) { + ELIST2_LINK* link = it.data(); + if (comparator(&link, &new_link) > 0) + break; + } + if (it.cycled_list()) + it.add_to_end(new_link); + else + it.add_before_then_move(new_link); + } +} + +/*********************************************************************** + * MEMBER FUNCTIONS OF CLASS: ELIST2_ITERATOR + * ========================================== + **********************************************************************/ + +/*********************************************************************** + * ELIST2_ITERATOR::forward + * + * Move the iterator to the next element of the list. + * REMEMBER: ALL LISTS ARE CIRCULAR. + **********************************************************************/ + +ELIST2_LINK *ELIST2_ITERATOR::forward() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::forward", ABORT, NULL); + #endif + if (list->empty ()) + return NULL; + + if (current) { //not removed so + //set previous + prev = current; + started_cycling = TRUE; + // In case next is deleted by another iterator, get it from the current. + current = current->next; + } + else { + if (ex_current_was_cycle_pt) + cycle_pt = next; + current = next; + } + next = current->next; + + #ifndef NDEBUG + if (!current) + NULL_DATA.error ("ELIST2_ITERATOR::forward", ABORT, NULL); + if (!next) + NULL_NEXT.error ("ELIST2_ITERATOR::forward", ABORT, + "This is: %p Current is: %p", this, current); + #endif + return current; +} + +/*********************************************************************** + * ELIST2_ITERATOR::backward + * + * Move the iterator to the previous element of the list. + * REMEMBER: ALL LISTS ARE CIRCULAR. + **********************************************************************/ + +ELIST2_LINK *ELIST2_ITERATOR::backward() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::backward", ABORT, NULL); + #endif + if (list->empty ()) + return NULL; + + if (current) { //not removed so + //set previous + next = current; + started_cycling = TRUE; + // In case prev is deleted by another iterator, get it from current. + current = current->prev; + } else { + if (ex_current_was_cycle_pt) + cycle_pt = prev; + current = prev; + } + prev = current->prev; + + #ifndef NDEBUG + if (!current) + NULL_DATA.error ("ELIST2_ITERATOR::backward", ABORT, NULL); + if (!prev) + NULL_PREV.error ("ELIST2_ITERATOR::backward", ABORT, + "This is: %p Current is: %p", this, current); + #endif + return current; +} + +/*********************************************************************** + * ELIST2_ITERATOR::data_relative + * + * Return the data pointer to the element "offset" elements from current. + * (This function can't be INLINEd because it contains a loop) + **********************************************************************/ + +ELIST2_LINK *ELIST2_ITERATOR::data_relative( //get data + or - .. + inT8 offset) { //offset from current + ELIST2_LINK *ptr; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::data_relative", ABORT, NULL); + if (list->empty ()) + EMPTY_LIST.error ("ELIST2_ITERATOR::data_relative", ABORT, NULL); + #endif + + if (offset < 0) + for (ptr = current ? current : next; offset++ < 0; ptr = ptr->prev); + else + for (ptr = current ? current : prev; offset-- > 0; ptr = ptr->next); + + #ifndef NDEBUG + if (!ptr) + NULL_DATA.error ("ELIST2_ITERATOR::data_relative", ABORT, NULL); + #endif + + return ptr; +} + +/*********************************************************************** + * ELIST2_ITERATOR::exchange() + * + * Given another iterator, whose current element is a different element on + * the same list list OR an element of another list, exchange the two current + * elements. On return, each iterator points to the element which was the + * other iterators current on entry. + * (This function hasn't been in-lined because its a bit big!) + **********************************************************************/ + +void ELIST2_ITERATOR::exchange( //positions of 2 links + ELIST2_ITERATOR *other_it) { //other iterator + const ERRCODE DONT_EXCHANGE_DELETED = + "Can't exchange deleted elements of lists"; + + ELIST2_LINK *old_current; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::exchange", ABORT, NULL); + if (!other_it) + BAD_PARAMETER.error ("ELIST2_ITERATOR::exchange", ABORT, "other_it NULL"); + if (!(other_it->list)) + NO_LIST.error ("ELIST2_ITERATOR::exchange", ABORT, "other_it"); + #endif + + /* Do nothing if either list is empty or if both iterators reference the same + link */ + + if ((list->empty ()) || + (other_it->list->empty ()) || (current == other_it->current)) + return; + + /* Error if either current element is deleted */ + + if (!current || !other_it->current) + DONT_EXCHANGE_DELETED.error ("ELIST2_ITERATOR.exchange", ABORT, NULL); + + /* Now handle the 4 cases: doubleton list; non-doubleton adjacent elements + (other before this); non-doubleton adjacent elements (this before other); + non-adjacent elements. */ + + //adjacent links + if ((next == other_it->current) || + (other_it->next == current)) { + //doubleton list + if ((next == other_it->current) && + (other_it->next == current)) { + prev = next = current; + other_it->prev = other_it->next = other_it->current; + } + else { //non-doubleton with + //adjacent links + //other before this + if (other_it->next == current) { + other_it->prev->next = current; + other_it->current->next = next; + other_it->current->prev = current; + current->next = other_it->current; + current->prev = other_it->prev; + next->prev = other_it->current; + + other_it->next = other_it->current; + prev = current; + } + else { //this before other + prev->next = other_it->current; + current->next = other_it->next; + current->prev = other_it->current; + other_it->current->next = current; + other_it->current->prev = prev; + other_it->next->prev = current; + + next = current; + other_it->prev = other_it->current; + } + } + } + else { //no overlap + prev->next = other_it->current; + current->next = other_it->next; + current->prev = other_it->prev; + next->prev = other_it->current; + other_it->prev->next = current; + other_it->current->next = next; + other_it->current->prev = prev; + other_it->next->prev = current; + } + + /* update end of list pointer when necessary (remember that the 2 iterators + may iterate over different lists!) */ + + if (list->last == current) + list->last = other_it->current; + if (other_it->list->last == other_it->current) + other_it->list->last = current; + + if (current == cycle_pt) + cycle_pt = other_it->cycle_pt; + if (other_it->current == other_it->cycle_pt) + other_it->cycle_pt = cycle_pt; + + /* The actual exchange - in all cases*/ + + old_current = current; + current = other_it->current; + other_it->current = old_current; +} + +/*********************************************************************** + * ELIST2_ITERATOR::extract_sublist() + * + * This is a private member, used only by ELIST2::assign_to_sublist. + * Given another iterator for the same list, extract the links from THIS to + * OTHER inclusive, link them into a new circular list, and return a + * pointer to the last element. + * (Can't inline this function because it contains a loop) + **********************************************************************/ + +ELIST2_LINK *ELIST2_ITERATOR::extract_sublist( //from this current + ELIST2_ITERATOR *other_it) { //to other current + #ifndef NDEBUG + const ERRCODE BAD_EXTRACTION_PTS = + "Can't extract sublist from points on different lists"; + const ERRCODE DONT_EXTRACT_DELETED = + "Can't extract a sublist marked by deleted points"; + #endif + const ERRCODE BAD_SUBLIST = "Can't find sublist end point in original list"; + + ELIST2_ITERATOR temp_it = *this; + ELIST2_LINK *end_of_new_list; + + #ifndef NDEBUG + if (!other_it) + BAD_PARAMETER.error ("ELIST2_ITERATOR::extract_sublist", ABORT, + "other_it NULL"); + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::extract_sublist", ABORT, NULL); + if (list != other_it->list) + BAD_EXTRACTION_PTS.error ("ELIST2_ITERATOR.extract_sublist", ABORT, NULL); + if (list->empty ()) + EMPTY_LIST.error ("ELIST2_ITERATOR::extract_sublist", ABORT, NULL); + + if (!current || !other_it->current) + DONT_EXTRACT_DELETED.error ("ELIST2_ITERATOR.extract_sublist", ABORT, + NULL); + #endif + + ex_current_was_last = other_it->ex_current_was_last = FALSE; + ex_current_was_cycle_pt = FALSE; + other_it->ex_current_was_cycle_pt = FALSE; + + temp_it.mark_cycle_pt (); + do { //walk sublist + if (temp_it.cycled_list()) // can't find end pt + BAD_SUBLIST.error ("ELIST2_ITERATOR.extract_sublist", ABORT, NULL); + + if (temp_it.at_last ()) { + list->last = prev; + ex_current_was_last = other_it->ex_current_was_last = TRUE; + } + + if (temp_it.current == cycle_pt) + ex_current_was_cycle_pt = TRUE; + + if (temp_it.current == other_it->cycle_pt) + other_it->ex_current_was_cycle_pt = TRUE; + + temp_it.forward (); + } + //do INCLUSIVE list + while (temp_it.prev != other_it->current); + + //circularise sublist + other_it->current->next = current; + //circularise sublist + current->prev = other_it->current; + end_of_new_list = other_it->current; + + //sublist = whole list + if (prev == other_it->current) { + list->last = NULL; + prev = current = next = NULL; + other_it->prev = other_it->current = other_it->next = NULL; + } + else { + prev->next = other_it->next; + other_it->next->prev = prev; + + current = other_it->current = NULL; + next = other_it->next; + other_it->prev = prev; + } + return end_of_new_list; +} diff --git a/3rdparty/hgOCR/include/ccutil/elst2.h b/3rdparty/hgOCR/include/ccutil/elst2.h new file mode 100644 index 00000000..bf078fbd --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/elst2.h @@ -0,0 +1,989 @@ +/********************************************************************** + * File: elst2.h (Formerly elist2.h) + * Description: Double linked embedded list module include file. + * Author: Phil Cheatle + * Created: Wed Jan 23 11:04:47 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef ELST2_H +#define ELST2_H + +#include +#include "host.h" +#include "serialis.h" +#include "lsterr.h" + +class ELIST2_ITERATOR; + +/********************************************************************** +DESIGN NOTE +=========== + +It would probably be possible to implement the ELIST2 classes as derived +classes from ELIST. I haven't done this because: + +a) I think it would be harder to understand the code +(Though the problem with not inheriting is that changes to ELIST must be + reflected in ELIST2 and vice versa) + +b) Most of the code is inline so: +i) The duplication in source does not affect the run time code size - the + code is copied inline anyway! + + ii) The compiler should have a bit less work to do! +**********************************************************************/ + +/********************************************************************** + * CLASS - ELIST2_LINK + * + * Generic link class for doubly linked lists with embedded links + * + * Note: No destructor - elements are assumed to be destroyed EITHER after + * they have been extracted from a list OR by the ELIST2 destructor which + * walks the list. + **********************************************************************/ + +class DLLSYM ELIST2_LINK +{ + friend class ELIST2_ITERATOR; + friend class ELIST2; + + ELIST2_LINK *prev; + ELIST2_LINK *next; + + public: + ELIST2_LINK() { //constructor + prev = next = NULL; + } + + ELIST2_LINK( // copy constructor + const ELIST2_LINK &) { // don't copy link + prev = next = NULL; + } + + void operator=( // don't copy links + const ELIST2_LINK &) { + prev = next = NULL; + } +}; + +/********************************************************************** + * CLASS - ELIST2 + * + * Generic list class for doubly linked lists with embedded links + **********************************************************************/ + +class DLLSYM ELIST2 +{ + friend class ELIST2_ITERATOR; + + ELIST2_LINK *last; //End of list + //(Points to head) + ELIST2_LINK *First() { // return first + return last ? last->next : NULL; + } + + public: + ELIST2() { //constructor + last = NULL; + } + + void internal_clear ( //destroy all links + void (*zapper) (ELIST2_LINK *)); + //ptr to zapper functn + + bool empty() const { //is list empty? + return !last; + } + + bool singleton() const { + return last ? (last == last->next) : false; + } + + void shallow_copy( //dangerous!! + ELIST2 *from_list) { //beware destructors!! + last = from_list->last; + } + + //ptr to copier functn + void internal_deep_copy (ELIST2_LINK * (*copier) (ELIST2_LINK *), + const ELIST2 * list); //list being copied + + void assign_to_sublist( //to this list + ELIST2_ITERATOR *start_it, //from list start + ELIST2_ITERATOR *end_it); //from list end + + inT32 length() const; // # elements in list + + void sort ( //sort elements + int comparator ( //comparison routine + const void *, const void *)); + + // Assuming list has been sorted already, insert new_link to + // keep the list sorted according to the same comparison function. + // Comparison function is the same as used by sort, i.e. uses double + // indirection. Time is O(1) to add to beginning or end. + // Time is linear to add pre-sorted items to an empty list. + void add_sorted(int comparator(const void*, const void*), + ELIST2_LINK* new_link); + +}; + +/*********************************************************************** + * CLASS - ELIST2_ITERATOR + * + * Generic iterator class for doubly linked lists with embedded + *links + **********************************************************************/ + +class DLLSYM ELIST2_ITERATOR +{ + friend void ELIST2::assign_to_sublist(ELIST2_ITERATOR *, ELIST2_ITERATOR *); + + ELIST2 *list; //List being iterated + ELIST2_LINK *prev; //prev element + ELIST2_LINK *current; //current element + ELIST2_LINK *next; //next element + BOOL8 ex_current_was_last; //current extracted + //was end of list + BOOL8 ex_current_was_cycle_pt; //current extracted + //was cycle point + ELIST2_LINK *cycle_pt; //point we are cycling + //the list to. + BOOL8 started_cycling; //Have we moved off + //the start? + + ELIST2_LINK *extract_sublist( //from this current... + ELIST2_ITERATOR *other_it); //to other current + + public: + ELIST2_ITERATOR() { //constructor + list = NULL; + } //unassigned list + + ELIST2_ITERATOR( //constructor + ELIST2 *list_to_iterate); + + void set_to_list( //change list + ELIST2 *list_to_iterate); + + void add_after_then_move( //add after current & + ELIST2_LINK *new_link); //move to new + + void add_after_stay_put( //add after current & + ELIST2_LINK *new_link); //stay at current + + void add_before_then_move( //add before current & + ELIST2_LINK *new_link); //move to new + + void add_before_stay_put( //add before current & + ELIST2_LINK *new_link); //stay at current + + void add_list_after( //add a list & + ELIST2 *list_to_add); //stay at current + + void add_list_before( //add a list & + ELIST2 *list_to_add); //move to it 1st item + + ELIST2_LINK *data() { //get current data + #ifndef NDEBUG + if (!current) + NULL_DATA.error ("ELIST2_ITERATOR::data", ABORT, NULL); + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::data", ABORT, NULL); + #endif + return current; + } + + ELIST2_LINK *data_relative( //get data + or - ... + inT8 offset); //offset from current + + ELIST2_LINK *forward(); //move to next element + + ELIST2_LINK *backward(); //move to prev element + + ELIST2_LINK *extract(); //remove from list + + //go to start of list + ELIST2_LINK *move_to_first(); + + ELIST2_LINK *move_to_last(); //go to end of list + + void mark_cycle_pt(); //remember current + + BOOL8 empty() { //is list empty? + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::empty", ABORT, NULL); + #endif + return list->empty (); + } + + BOOL8 current_extracted() { //current extracted? + return !current; + } + + BOOL8 at_first(); //Current is first? + + BOOL8 at_last(); //Current is last? + + BOOL8 cycled_list(); //Completed a cycle? + + void add_to_end( // add at end & + ELIST2_LINK *new_link); // don't move + + void exchange( //positions of 2 links + ELIST2_ITERATOR *other_it); //other iterator + + inT32 length(); //# elements in list + + void sort ( //sort elements + int comparator ( //comparison routine + const void *, const void *)); + +}; + +/*********************************************************************** + * ELIST2_ITERATOR::set_to_list + * + * (Re-)initialise the iterator to point to the start of the list_to_iterate + * over. + **********************************************************************/ + +inline void ELIST2_ITERATOR::set_to_list( //change list + ELIST2 *list_to_iterate) { + #ifndef NDEBUG + if (!list_to_iterate) + BAD_PARAMETER.error ("ELIST2_ITERATOR::set_to_list", ABORT, + "list_to_iterate is NULL"); + #endif + + list = list_to_iterate; + prev = list->last; + current = list->First (); + next = current ? current->next : NULL; + cycle_pt = NULL; //await explicit set + started_cycling = FALSE; + ex_current_was_last = FALSE; + ex_current_was_cycle_pt = FALSE; +} + +/*********************************************************************** + * ELIST2_ITERATOR::ELIST2_ITERATOR + * + * CONSTRUCTOR - set iterator to specified list; + **********************************************************************/ + +inline ELIST2_ITERATOR::ELIST2_ITERATOR(ELIST2 *list_to_iterate) { + set_to_list(list_to_iterate); +} + +/*********************************************************************** + * ELIST2_ITERATOR::add_after_then_move + * + * Add a new element to the list after the current element and move the + * iterator to the new element. + **********************************************************************/ + +inline void ELIST2_ITERATOR::add_after_then_move( // element to add + ELIST2_LINK *new_element) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::add_after_then_move", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error ("ELIST2_ITERATOR::add_after_then_move", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error ("ELIST2_ITERATOR::add_after_then_move", ABORT, NULL); + #endif + + if (list->empty ()) { + new_element->next = new_element; + new_element->prev = new_element; + list->last = new_element; + prev = next = new_element; + } + else { + new_element->next = next; + next->prev = new_element; + + if (current) { //not extracted + new_element->prev = current; + current->next = new_element; + prev = current; + if (current == list->last) + list->last = new_element; + } + else { //current extracted + new_element->prev = prev; + prev->next = new_element; + if (ex_current_was_last) + list->last = new_element; + if (ex_current_was_cycle_pt) + cycle_pt = new_element; + } + } + current = new_element; +} + +/*********************************************************************** + * ELIST2_ITERATOR::add_after_stay_put + * + * Add a new element to the list after the current element but do not move + * the iterator to the new element. + **********************************************************************/ + +inline void ELIST2_ITERATOR::add_after_stay_put( // element to add + ELIST2_LINK *new_element) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::add_after_stay_put", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error ("ELIST2_ITERATOR::add_after_stay_put", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error ("ELIST2_ITERATOR::add_after_stay_put", ABORT, NULL); + #endif + + if (list->empty ()) { + new_element->next = new_element; + new_element->prev = new_element; + list->last = new_element; + prev = next = new_element; + ex_current_was_last = FALSE; + current = NULL; + } + else { + new_element->next = next; + next->prev = new_element; + + if (current) { //not extracted + new_element->prev = current; + current->next = new_element; + if (prev == current) + prev = new_element; + if (current == list->last) + list->last = new_element; + } + else { //current extracted + new_element->prev = prev; + prev->next = new_element; + if (ex_current_was_last) { + list->last = new_element; + ex_current_was_last = FALSE; + } + } + next = new_element; + } +} + +/*********************************************************************** + * ELIST2_ITERATOR::add_before_then_move + * + * Add a new element to the list before the current element and move the + * iterator to the new element. + **********************************************************************/ + +inline void ELIST2_ITERATOR::add_before_then_move( // element to add + ELIST2_LINK *new_element) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::add_before_then_move", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error ("ELIST2_ITERATOR::add_before_then_move", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error ("ELIST2_ITERATOR::add_before_then_move", ABORT, NULL); + #endif + + if (list->empty ()) { + new_element->next = new_element; + new_element->prev = new_element; + list->last = new_element; + prev = next = new_element; + } + else { + prev->next = new_element; + new_element->prev = prev; + + if (current) { //not extracted + new_element->next = current; + current->prev = new_element; + next = current; + } + else { //current extracted + new_element->next = next; + next->prev = new_element; + if (ex_current_was_last) + list->last = new_element; + if (ex_current_was_cycle_pt) + cycle_pt = new_element; + } + } + current = new_element; +} + +/*********************************************************************** + * ELIST2_ITERATOR::add_before_stay_put + * + * Add a new element to the list before the current element but don't move the + * iterator to the new element. + **********************************************************************/ + +inline void ELIST2_ITERATOR::add_before_stay_put( // element to add + ELIST2_LINK *new_element) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::add_before_stay_put", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error ("ELIST2_ITERATOR::add_before_stay_put", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error ("ELIST2_ITERATOR::add_before_stay_put", ABORT, NULL); + #endif + + if (list->empty ()) { + new_element->next = new_element; + new_element->prev = new_element; + list->last = new_element; + prev = next = new_element; + ex_current_was_last = TRUE; + current = NULL; + } + else { + prev->next = new_element; + new_element->prev = prev; + + if (current) { //not extracted + new_element->next = current; + current->prev = new_element; + if (next == current) + next = new_element; + } + else { //current extracted + new_element->next = next; + next->prev = new_element; + if (ex_current_was_last) + list->last = new_element; + } + prev = new_element; + } +} + +/*********************************************************************** + * ELIST2_ITERATOR::add_list_after + * + * Insert another list to this list after the current element but don't move + *the + * iterator. + **********************************************************************/ + +inline void ELIST2_ITERATOR::add_list_after(ELIST2 *list_to_add) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::add_list_after", ABORT, NULL); + if (!list_to_add) + BAD_PARAMETER.error ("ELIST2_ITERATOR::add_list_after", ABORT, + "list_to_add is NULL"); + #endif + + if (!list_to_add->empty ()) { + if (list->empty ()) { + list->last = list_to_add->last; + prev = list->last; + next = list->First (); + ex_current_was_last = TRUE; + current = NULL; + } + else { + if (current) { //not extracted + current->next = list_to_add->First (); + current->next->prev = current; + if (current == list->last) + list->last = list_to_add->last; + list_to_add->last->next = next; + next->prev = list_to_add->last; + next = current->next; + } + else { //current extracted + prev->next = list_to_add->First (); + prev->next->prev = prev; + if (ex_current_was_last) { + list->last = list_to_add->last; + ex_current_was_last = FALSE; + } + list_to_add->last->next = next; + next->prev = list_to_add->last; + next = prev->next; + } + } + list_to_add->last = NULL; + } +} + +/*********************************************************************** + * ELIST2_ITERATOR::add_list_before + * + * Insert another list to this list before the current element. Move the + * iterator to the start of the inserted elements + * iterator. + **********************************************************************/ + +inline void ELIST2_ITERATOR::add_list_before(ELIST2 *list_to_add) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::add_list_before", ABORT, NULL); + if (!list_to_add) + BAD_PARAMETER.error ("ELIST2_ITERATOR::add_list_before", ABORT, + "list_to_add is NULL"); + #endif + + if (!list_to_add->empty ()) { + if (list->empty ()) { + list->last = list_to_add->last; + prev = list->last; + current = list->First (); + next = current->next; + ex_current_was_last = FALSE; + } + else { + prev->next = list_to_add->First (); + prev->next->prev = prev; + + if (current) { //not extracted + list_to_add->last->next = current; + current->prev = list_to_add->last; + } + else { //current extracted + list_to_add->last->next = next; + next->prev = list_to_add->last; + if (ex_current_was_last) + list->last = list_to_add->last; + if (ex_current_was_cycle_pt) + cycle_pt = prev->next; + } + current = prev->next; + next = current->next; + } + list_to_add->last = NULL; + } +} + +/*********************************************************************** + * ELIST2_ITERATOR::extract + * + * Do extraction by removing current from the list, returning it to the + * caller, but NOT updating the iterator. (So that any calling loop can do + * this.) The iterator's current points to NULL. If the extracted element + * is to be deleted, this is the callers responsibility. + **********************************************************************/ + +inline ELIST2_LINK *ELIST2_ITERATOR::extract() { + ELIST2_LINK *extracted_link; + + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::extract", ABORT, NULL); + if (!current) //list empty or + //element extracted + NULL_CURRENT.error ("ELIST2_ITERATOR::extract", + ABORT, NULL); + #endif + + if (list->singleton()) { + // Special case where we do need to change the iterator. + prev = next = list->last = NULL; + } else { + prev->next = next; //remove from list + next->prev = prev; + + if (current == list->last) { + list->last = prev; + ex_current_was_last = TRUE; + } else { + ex_current_was_last = FALSE; + } + } + // Always set ex_current_was_cycle_pt so an add/forward will work in a loop. + ex_current_was_cycle_pt = (current == cycle_pt) ? TRUE : FALSE; + extracted_link = current; + extracted_link->next = NULL; //for safety + extracted_link->prev = NULL; //for safety + current = NULL; + return extracted_link; +} + +/*********************************************************************** + * ELIST2_ITERATOR::move_to_first() + * + * Move current so that it is set to the start of the list. + * Return data just in case anyone wants it. + **********************************************************************/ + +inline ELIST2_LINK *ELIST2_ITERATOR::move_to_first() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::move_to_first", ABORT, NULL); + #endif + + current = list->First (); + prev = list->last; + next = current ? current->next : NULL; + return current; +} + +/*********************************************************************** + * ELIST2_ITERATOR::move_to_last() + * + * Move current so that it is set to the end of the list. + * Return data just in case anyone wants it. + **********************************************************************/ + +inline ELIST2_LINK *ELIST2_ITERATOR::move_to_last() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::move_to_last", ABORT, NULL); + #endif + + current = list->last; + prev = current ? current->prev : NULL; + next = current ? current->next : NULL; + return current; +} + +/*********************************************************************** + * ELIST2_ITERATOR::mark_cycle_pt() + * + * Remember the current location so that we can tell whether we've returned + * to this point later. + * + * If the current point is deleted either now, or in the future, the cycle + * point will be set to the next item which is set to current. This could be + * by a forward, add_after_then_move or add_after_then_move. + **********************************************************************/ + +inline void ELIST2_ITERATOR::mark_cycle_pt() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::mark_cycle_pt", ABORT, NULL); + #endif + + if (current) + cycle_pt = current; + else + ex_current_was_cycle_pt = TRUE; + started_cycling = FALSE; +} + +/*********************************************************************** + * ELIST2_ITERATOR::at_first() + * + * Are we at the start of the list? + * + **********************************************************************/ + +inline BOOL8 ELIST2_ITERATOR::at_first() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::at_first", ABORT, NULL); + #endif + + //we're at a deleted + return ((list->empty ()) || (current == list->First ()) || ((current == NULL) && + (prev == list->last) && //NON-last pt between + !ex_current_was_last)); //first and last +} + +/*********************************************************************** + * ELIST2_ITERATOR::at_last() + * + * Are we at the end of the list? + * + **********************************************************************/ + +inline BOOL8 ELIST2_ITERATOR::at_last() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::at_last", ABORT, NULL); + #endif + + //we're at a deleted + return ((list->empty ()) || (current == list->last) || ((current == NULL) && + (prev == list->last) && //last point between + ex_current_was_last)); //first and last +} + +/*********************************************************************** + * ELIST2_ITERATOR::cycled_list() + * + * Have we returned to the cycle_pt since it was set? + * + **********************************************************************/ + +inline BOOL8 ELIST2_ITERATOR::cycled_list() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::cycled_list", ABORT, NULL); + #endif + + return ((list->empty ()) || ((current == cycle_pt) && started_cycling)); + +} + +/*********************************************************************** + * ELIST2_ITERATOR::length() + * + * Return the length of the list + * + **********************************************************************/ + +inline inT32 ELIST2_ITERATOR::length() { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::length", ABORT, NULL); + #endif + + return list->length (); +} + +/*********************************************************************** + * ELIST2_ITERATOR::sort() + * + * Sort the elements of the list, then reposition at the start. + * + **********************************************************************/ + +inline void +ELIST2_ITERATOR::sort ( //sort elements +int comparator ( //comparison routine +const void *, const void *)) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::sort", ABORT, NULL); + #endif + + list->sort (comparator); + move_to_first(); +} + +/*********************************************************************** + * ELIST2_ITERATOR::add_to_end + * + * Add a new element to the end of the list without moving the iterator. + * This is provided because a single linked list cannot move to the last as + * the iterator couldn't set its prev pointer. Adding to the end is + * essential for implementing + queues. +**********************************************************************/ + +inline void ELIST2_ITERATOR::add_to_end( // element to add + ELIST2_LINK *new_element) { + #ifndef NDEBUG + if (!list) + NO_LIST.error ("ELIST2_ITERATOR::add_to_end", ABORT, NULL); + if (!new_element) + BAD_PARAMETER.error ("ELIST2_ITERATOR::add_to_end", ABORT, + "new_element is NULL"); + if (new_element->next) + STILL_LINKED.error ("ELIST2_ITERATOR::add_to_end", ABORT, NULL); + #endif + + if (this->at_last ()) { + this->add_after_stay_put (new_element); + } + else { + if (this->at_first ()) { + this->add_before_stay_put (new_element); + list->last = new_element; + } + else { //Iteratr is elsewhere + new_element->next = list->last->next; + new_element->prev = list->last; + list->last->next->prev = new_element; + list->last->next = new_element; + list->last = new_element; + } + } +} + + +/*********************************************************************** + QUOTE_IT MACRO DEFINITION + =========================== +Replace with "". may be an arbitrary number of tokens +***********************************************************************/ + +#define QUOTE_IT( parm ) #parm + +/*********************************************************************** + ELIST2IZE( CLASSNAME ) MACRO DEFINITION + ====================================== + +CLASSNAME is assumed to be the name of a class which has a baseclass of +ELIST2_LINK. + +NOTE: Because we don't use virtual functions in the list code, the list code +will NOT work correctly for classes derived from this. + +The macro generates: + - An element deletion function: CLASSNAME##_zapper + - An E_LIST2 subclass: CLASSNAME##_LIST + - An E_LIST2_ITERATOR subclass: + CLASSNAME##_IT + +NOTE: Generated names are DELIBERATELY designed to clash with those for +ELISTIZE but NOT with those for CLISTIZE and CLIST2IZE + +Two macros are provided: ELIST2IZE and ELIST2IZEH +The ...IZEH macros just define the class names for use in .h files +The ...IZE macros define the code use in .c files +***********************************************************************/ + +/*********************************************************************** + ELIST2IZEH( CLASSNAME ) MACRO + +ELIST2IZEH is a concatenation of 3 fragments ELIST2IZEH_A, ELIST2IZEH_B and +ELIST2IZEH_C. +***********************************************************************/ + +#define ELIST2IZEH_A(CLASSNAME) \ + \ + extern DLLSYM void CLASSNAME##_zapper( /*delete a link*/ \ + ELIST2_LINK *link); /*link to delete*/ + +#define ELIST2IZEH_B(CLASSNAME) \ + \ + /*********************************************************************** \ + * CLASS - \ + *CLASSNAME##_LIST \ + * \ + * List class for class \ + *CLASSNAME \ + * \ + **********************************************************************/ \ + \ + class DLLSYM CLASSNAME##_LIST : public ELIST2 { \ + public: \ + CLASSNAME##_LIST() : ELIST2() {} \ + /* constructor */ \ + \ + CLASSNAME##_LIST( /* don't construct */ \ + const CLASSNAME##_LIST &) /*by initial assign*/ \ + { \ + DONT_CONSTRUCT_LIST_BY_COPY.error(QUOTE_IT(CLASSNAME##_LIST), ABORT, \ + NULL); \ + } \ + \ + void clear() /* delete elements */ \ + { \ + ELIST2::internal_clear(&CLASSNAME##_zapper); \ + } \ + \ + ~CLASSNAME##_LIST() /* destructor */ \ + { \ + clear(); \ + } \ + \ + /* Become a deep copy of src_list*/ \ + void deep_copy(const CLASSNAME##_LIST *src_list, \ + CLASSNAME *(*copier)(const CLASSNAME *)); \ + \ + void operator=(/* prevent assign */ \ + const CLASSNAME##_LIST &) { \ + DONT_ASSIGN_LISTS.error(QUOTE_IT(CLASSNAME##_LIST), ABORT, NULL); \ + } + +#define ELIST2IZEH_C(CLASSNAME) \ + } \ + ; \ + \ + /*********************************************************************** \ + * CLASS - CLASSNAME##_IT \ + * \ + * Iterator class for class CLASSNAME##_LIST \ + * \ + * Note: We don't need to coerce pointers to member functions input \ + * parameters as these are automatically converted to the type of the base \ + * type. ("A ptr to a class may be converted to a pointer to a public base \ + * class of that class") \ + **********************************************************************/ \ + \ + class DLLSYM CLASSNAME##_IT : public ELIST2_ITERATOR { \ + public: \ + CLASSNAME##_IT() : ELIST2_ITERATOR() {} \ + \ + CLASSNAME##_IT(CLASSNAME##_LIST *list) : ELIST2_ITERATOR(list) {} \ + \ + CLASSNAME *data() { return (CLASSNAME *)ELIST2_ITERATOR::data(); } \ + \ + CLASSNAME *data_relative(inT8 offset) { \ + return (CLASSNAME *)ELIST2_ITERATOR::data_relative(offset); \ + } \ + \ + CLASSNAME *forward() { return (CLASSNAME *)ELIST2_ITERATOR::forward(); } \ + \ + CLASSNAME *backward() { return (CLASSNAME *)ELIST2_ITERATOR::backward(); } \ + \ + CLASSNAME *extract() { return (CLASSNAME *)ELIST2_ITERATOR::extract(); } \ + \ + CLASSNAME *move_to_first() { \ + return (CLASSNAME *)ELIST2_ITERATOR::move_to_first(); \ + } \ + \ + CLASSNAME *move_to_last() { \ + return (CLASSNAME *)ELIST2_ITERATOR::move_to_last(); \ + } \ + }; + +#define ELIST2IZEH(CLASSNAME) \ + \ + ELIST2IZEH_A(CLASSNAME) \ + \ + ELIST2IZEH_B(CLASSNAME) \ + \ + ELIST2IZEH_C(CLASSNAME) + +/*********************************************************************** + ELIST2IZE( CLASSNAME ) MACRO +***********************************************************************/ + +#define ELIST2IZE(CLASSNAME) \ + \ + /*********************************************************************** \ + * CLASSNAME##_zapper \ + * \ + * A function which can delete a CLASSNAME element. This is passed to the \ + * generic clear list member function so that when a list is cleared the \ + * elements on the list are properly destroyed from the base class, even \ + * though we don't use a virtual destructor function. \ + **********************************************************************/ \ + \ + DLLSYM void CLASSNAME##_zapper( /*delete a link*/ \ + ELIST2_LINK *link) /*link to delete*/ \ + { \ + delete (CLASSNAME *)link; \ + } \ + \ + /* Become a deep copy of src_list*/ \ + void CLASSNAME##_LIST::deep_copy(const CLASSNAME##_LIST *src_list, \ + CLASSNAME *(*copier)(const CLASSNAME *)) { \ + CLASSNAME##_IT from_it(const_cast(src_list)); \ + CLASSNAME##_IT to_it(this); \ + \ + for (from_it.mark_cycle_pt(); !from_it.cycled_list(); from_it.forward()) \ + to_it.add_after_then_move((*copier)(from_it.data())); \ + } + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/errcode.cpp b/3rdparty/hgOCR/include/ccutil/errcode.cpp new file mode 100644 index 00000000..42eaf871 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/errcode.cpp @@ -0,0 +1,91 @@ +/********************************************************************** + * File: errcode.c (Formerly error.c) + * Description: Generic error handler function + * Author: Ray Smith + * Created: Tue May 1 16:28:39 BST 1990 + * + * (C) Copyright 1989, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include +#include +#include +#ifdef __UNIX__ +#include +#endif +#include "tprintf.h" +#include "errcode.h" + +const ERRCODE BADERRACTION = "Illegal error action"; +#define MAX_MSG 1024 + +/********************************************************************** + * error + * + * Print an error message and continue, exit or abort according to action. + * Makes use of error messages and numbers in a common place. + * + **********************************************************************/ +void ERRCODE::error( // handle error +const char *caller, // name of caller +TessErrorLogCode action, // action to take +const char *format, ... // special message +) const { + va_list args; // variable args + char msg[MAX_MSG]; + char *msgptr = msg; + + if (caller != NULL) + //name of caller + msgptr += sprintf (msgptr, "%s:", caller); + //actual message + msgptr += sprintf (msgptr, "Error:%s", message); + if (format != NULL) { + msgptr += sprintf (msgptr, ":"); + va_start(args, format); //variable list + #ifdef _WIN32 + //print remainder + msgptr += _vsnprintf (msgptr, MAX_MSG - 2 - (msgptr - msg), format, args); + msg[MAX_MSG - 2] = '\0'; //ensure termination + strcat (msg, "\n"); + #else + //print remainder + msgptr += vsprintf (msgptr, format, args); + //no specific + msgptr += sprintf (msgptr, "\n"); + #endif + va_end(args); + } + else + //no specific + msgptr += sprintf (msgptr, "\n"); + + // %s is needed here so msg is printed correctly! + fprintf(stderr, "%s", msg); + + int* p = NULL; + switch (action) { + case DBG: + case TESSLOG: + return; //report only + case TESSEXIT: + //err_exit(); + case ABORT: + // Create a deliberate segv as the stack trace is more useful that way. + if (!*p) + abort(); + default: + BADERRACTION.error ("error", ABORT, NULL); + } +} diff --git a/3rdparty/hgOCR/include/ccutil/errcode.h b/3rdparty/hgOCR/include/ccutil/errcode.h new file mode 100644 index 00000000..2f31a7b9 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/errcode.h @@ -0,0 +1,103 @@ +/********************************************************************** + * File: errcode.h (Formerly error.h) + * Description: Header file for generic error handler class + * Author: Ray Smith + * Created: Tue May 1 16:23:36 BST 1990 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef ERRCODE_H +#define ERRCODE_H + +#include "host.h" + +/*Control parameters for error()*/ +enum TessErrorLogCode { + DBG = -1, /*log without alert */ + TESSLOG = 0, /*alert user */ + TESSEXIT = 1, /*exit after erro */ + ABORT = 2 /*abort after error */ +}; + +/* Explicit Error Abort codes */ +#define NO_ABORT_CODE 0 +#define LIST_ABORT 1 +#define MEMORY_ABORT 2 +#define FILE_ABORT 3 + +/* Location of code at error codes Reserve 0..2 (status codes 0..23 for UNLV)*/ +#define LOC_UNUSED0 0 +#define LOC_UNUSED1 1 +#define LOC_UNUSED2 2 +#define LOC_INIT 3 +#define LOC_EDGE_PROG 4 +#define LOC_TEXT_ORD_ROWS 5 +#define LOC_TEXT_ORD_WORDS 6 +#define LOC_PASS1 7 +#define LOC_PASS2 8 +/* Reserve up to 8..13 for adding subloc 0/3 plus subsubloc 0/1/2 */ +#define LOC_FUZZY_SPACE 14 +/* Reserve up to 14..20 for adding subloc 0/3 plus subsubloc 0/1/2 */ +#define LOC_MM_ADAPT 21 +#define LOC_DOC_BLK_REJ 22 +#define LOC_WRITE_RESULTS 23 +#define LOC_ADAPTIVE 24 +/* DON'T DEFINE ANY LOCATION > 31 !!! */ + +/* Sub locatation determines whether pass2 was in normal mode or fix xht mode*/ +#define SUBLOC_NORM 0 +#define SUBLOC_FIX_XHT 3 + +/* Sub Sub locatation determines whether match_word_pass2 was in Tess + matcher, NN matcher or somewhere else */ + +#define SUBSUBLOC_OTHER 0 +#define SUBSUBLOC_TESS 1 +#define SUBSUBLOC_NN 2 + +class TESS_API ERRCODE { // error handler class + const char *message; // error message + public: + void error( // error print function + const char *caller, // function location + TessErrorLogCode action, // action to take + const char *format, ... // fprintf format + ) const; + ERRCODE(const char *string) { + message = string; + } // initialize with string +}; + +const ERRCODE ASSERT_FAILED = "Assert failed"; + +#define ASSERT_HOST(x) if (!(x)) \ + { \ + ASSERT_FAILED.error(#x, ABORT, "in file %s, line %d", \ + __FILE__, __LINE__); \ + } + +#define ASSERT_HOST_MSG(x, ...) \ + if (!(x)) { \ + tprintf(__VA_ARGS__); \ + ASSERT_FAILED.error(#x, ABORT, "in file %s, line %d", __FILE__, __LINE__); \ + } + +void signal_exit(int signal_code); + +void set_global_loc_code(int loc_code); + +void set_global_subloc_code(int loc_code); + +void set_global_subsubloc_code(int loc_code); +#endif diff --git a/3rdparty/hgOCR/include/ccutil/fileerr.h b/3rdparty/hgOCR/include/ccutil/fileerr.h new file mode 100644 index 00000000..d3b6993d --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/fileerr.h @@ -0,0 +1,34 @@ +/********************************************************************** + * File: fileerr.h (Formerly filerr.h) + * Description: Errors for file utilities. + * Author: Ray Smith + * Created: Tue Aug 14 15:45:16 BST 1990 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef FILEERR_H +#define FILEERR_H + +#include "errcode.h" + +const ERRCODE CANTOPENFILE = "Can't open file"; +const ERRCODE CANTCREATEFILE = "Can't create file"; +const ERRCODE CANTMAKEPIPE = "Can't create pipe"; +const ERRCODE CANTCONNECTPIPE = "Can't reconnect pipes to stdin/stdout"; +const ERRCODE READFAILED = "Read of file failed"; +const ERRCODE WRITEFAILED = "Write of file failed"; +const ERRCODE SELECTFAILED = "Select failed"; + +const ERRCODE EXECFAILED = "Could not exec new process"; +#endif diff --git a/3rdparty/hgOCR/include/ccutil/genericheap.h b/3rdparty/hgOCR/include/ccutil/genericheap.h new file mode 100644 index 00000000..ccf273b3 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/genericheap.h @@ -0,0 +1,237 @@ +// Copyright 2012 Google Inc. All Rights Reserved. +// Author: rays@google.com (Ray Smith) +/////////////////////////////////////////////////////////////////////// +// File: genericheap.h +// Description: Template heap class. +// Author: Ray Smith, based on Dan Johnson's original code. +// Created: Wed Mar 14 08:13:00 PDT 2012 +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "errcode.h" +#include "genericvector.h" + +#ifndef TESSERACT_CCUTIL_GENERICHEAP_H_ +#define TESSERACT_CCUTIL_GENERICHEAP_H_ + +namespace tesseract { + +// GenericHeap requires 1 template argument: +// Pair will normally be either KDPairInc or KDPairDec +// for some arbitrary Key and scalar, smart pointer, or non-ownership pointer +// Data type, according to whether a MIN heap or a MAX heap is desired, +// respectively. Using KDPtrPairInc or KDPtrPairDec, +// GenericHeap can also handle simple Data pointers and own them. +// If no additional data is required, Pair can also be a scalar, since +// GenericHeap doesn't look inside it except for operator<. +// +// The heap is stored as a packed binary tree in an array hosted by a +// GenericVector, with the invariant that the children of each node are +// both NOT Pair::operator< the parent node. KDPairInc defines Pair::operator< +// to use Key::operator< to generate a MIN heap and KDPairDec defines +// Pair::operator< to use Key::operator> to generate a MAX heap by reversing +// all the comparisons. +// See http://en.wikipedia.org/wiki/Heap_(data_structure) for more detail on +// the basic heap implementation. +// +// Insertion and removal are both O(log n) and, unlike the STL heap, an +// explicit Reshuffle function allows a node to be repositioned in time O(log n) +// after changing its value. +// +// Accessing the element for revaluation is a more complex matter, since the +// index and pointer can be changed arbitrarily by heap operations. +// Revaluation can be done by making the Data type in the Pair derived from or +// contain a DoublePtr as its first data element, making it possible to convert +// the pointer to a Pair using KDPairInc::RecastDataPointer. +template +class GenericHeap { + public: + GenericHeap() {} + // The initial size is only a GenericVector::reserve. It is not enforced as + // the size limit of the heap. Caller must implement their own enforcement. + explicit GenericHeap(int initial_size) { + heap_.reserve(initial_size); + } + + // Simple accessors. + bool empty() const { + return heap_.empty(); + } + int size() const { + return heap_.size(); + } + int size_reserved() const { + return heap_.size_reserved(); + } + void clear() { + // Clear truncates to 0 to keep the number reserved in tact. + heap_.truncate(0); + } + // Provides access to the underlying vector. + // Caution! any changes that modify the keys will invalidate the heap! + GenericVector* heap() { + return &heap_; + } + // Provides read-only access to an element of the underlying vector. + const Pair& get(int index) const { + return heap_[index]; + } + + // Add entry to the heap, keeping the smallest item at the top, by operator<. + // Note that *entry is used as the source of operator=, but it is non-const + // to allow for a smart pointer to be contained within. + // Time = O(log n). + void Push(Pair* entry) { + int hole_index = heap_.size(); + // Make a hole in the end of heap_ and sift it up to be the correct + // location for the new *entry. To avoid needing a default constructor + // for primitive types, and to allow for use of DoublePtr in the Pair + // somewhere, we have to incur a double copy here. + heap_.push_back(*entry); + *entry = heap_.back(); + hole_index = SiftUp(hole_index, *entry); + heap_[hole_index] = *entry; + } + + // Get the value of the top (smallest, defined by operator< ) element. + const Pair& PeekTop() const { + return heap_[0]; + } + // Get the value of the worst (largest, defined by operator< ) element. + const Pair& PeekWorst() const { return heap_[IndexOfWorst()]; } + + // Removes the top element of the heap. If entry is not NULL, the element + // is copied into *entry, otherwise it is discarded. + // Returns false if the heap was already empty. + // Time = O(log n). + bool Pop(Pair* entry) { + int new_size = heap_.size() - 1; + if (new_size < 0) + return false; // Already empty. + if (entry != NULL) + *entry = heap_[0]; + if (new_size > 0) { + // Sift the hole at the start of the heap_ downwards to match the last + // element. + Pair hole_pair = heap_[new_size]; + heap_.truncate(new_size); + int hole_index = SiftDown(0, hole_pair); + heap_[hole_index] = hole_pair; + } else { + heap_.truncate(new_size); + } + return true; + } + + // Removes the MAXIMUM element of the heap. (MIN from a MAX heap.) If entry is + // not NULL, the element is copied into *entry, otherwise it is discarded. + // Time = O(n). Returns false if the heap was already empty. + bool PopWorst(Pair* entry) { + int worst_index = IndexOfWorst(); + if (worst_index < 0) return false; // It cannot be empty! + // Extract the worst element from the heap, leaving a hole at worst_index. + if (entry != NULL) + *entry = heap_[worst_index]; + int heap_size = heap_.size() - 1; + if (heap_size > 0) { + // Sift the hole upwards to match the last element of the heap_ + Pair hole_pair = heap_[heap_size]; + int hole_index = SiftUp(worst_index, hole_pair); + heap_[hole_index] = hole_pair; + } + heap_.truncate(heap_size); + return true; + } + + // Returns the index of the worst element. Time = O(n/2). + int IndexOfWorst() const { + int heap_size = heap_.size(); + if (heap_size == 0) return -1; // It cannot be empty! + + // Find the maximum element. Its index is guaranteed to be greater than + // the index of the parent of the last element, since by the heap invariant + // the parent must be less than or equal to the children. + int worst_index = heap_size - 1; + int end_parent = ParentNode(worst_index); + for (int i = worst_index - 1; i > end_parent; --i) { + if (heap_[worst_index] < heap_[i]) worst_index = i; + } + return worst_index; + } + + // The pointed-to Pair has changed its key value, so the location of pair + // is reshuffled to maintain the heap invariant. + // Must be a valid pointer to an element of the heap_! + // Caution! Since GenericHeap is based on GenericVector, reallocs may occur + // whenever the vector is extended and elements may get shuffled by any + // Push or Pop operation. Therefore use this function only if Data in Pair is + // of type DoublePtr, derived (first) from DoublePtr, or has a DoublePtr as + // its first element. Reshuffles the heap to maintain the invariant. + // Time = O(log n). + void Reshuffle(Pair* pair) { + int index = pair - &heap_[0]; + Pair hole_pair = heap_[index]; + index = SiftDown(index, hole_pair); + index = SiftUp(index, hole_pair); + heap_[index] = hole_pair; + } + + private: + // A hole in the heap exists at hole_index, and we want to fill it with the + // given pair. SiftUp sifts the hole upward to the correct position and + // returns the destination index without actually putting pair there. + int SiftUp(int hole_index, const Pair& pair) { + int parent; + while (hole_index > 0 && pair < heap_[parent = ParentNode(hole_index)]) { + heap_[hole_index] = heap_[parent]; + hole_index = parent; + } + return hole_index; + } + + // A hole in the heap exists at hole_index, and we want to fill it with the + // given pair. SiftDown sifts the hole downward to the correct position and + // returns the destination index without actually putting pair there. + int SiftDown(int hole_index, const Pair& pair) { + int heap_size = heap_.size(); + int child; + while ((child = LeftChild(hole_index)) < heap_size) { + if (child + 1 < heap_size && heap_[child + 1] < heap_[child]) + ++child; + if (heap_[child] < pair) { + heap_[hole_index] = heap_[child]; + hole_index = child; + } else { + break; + } + } + return hole_index; + } + + // Functions to navigate the tree. Unlike the original implementation, we + // store the root at index 0. + int ParentNode(int index) const { + return (index + 1) / 2 - 1; + } + int LeftChild(int index) const { + return index * 2 + 1; + } + + private: + GenericVector heap_; +}; + +} // namespace tesseract + +#endif // TESSERACT_CCUTIL_GENERICHEAP_H_ diff --git a/3rdparty/hgOCR/include/ccutil/genericvector.h b/3rdparty/hgOCR/include/ccutil/genericvector.h new file mode 100644 index 00000000..f41fcc38 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/genericvector.h @@ -0,0 +1,1109 @@ +/////////////////////////////////////////////////////////////////////// +// File: genericvector.h +// Description: Generic vector class +// Author: Daria Antonova +// Created: Mon Jun 23 11:26:43 PDT 2008 +// +// (C) Copyright 2007, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// +// +#ifndef TESSERACT_CCUTIL_GENERICVECTOR_H_ +#define TESSERACT_CCUTIL_GENERICVECTOR_H_ + +#include +#include +#include + +#include "tesscallback.h" +#include "errcode.h" +#include "helpers.h" +#include "ndminx.h" +#include "serialis.h" +#include "strngs.h" + +// Use PointerVector below in preference to GenericVector, as that +// provides automatic deletion of pointers, [De]Serialize that works, and +// sort that works. +template +class GenericVector { + public: + GenericVector() : size_used_(0), size_reserved_(0), data_(NULL), + clear_cb_(NULL), compare_cb_(NULL) {} + + GenericVector(int size, T init_val) { + init(size); + init_to_size(size, init_val); + } + + // Copy + GenericVector(const GenericVector& other) { + this->init(other.size()); + this->operator+=(other); + } + GenericVector &operator+=(const GenericVector& other); + GenericVector &operator=(const GenericVector& other); + + ~GenericVector(); + + // Reserve some memory. + void reserve(int size); + // Double the size of the internal array. + void double_the_size(); + + // Resizes to size and sets all values to t. + void init_to_size(int size, T t); + // Resizes to size without any initialization. + void resize_no_init(int size) { + reserve(size); + size_used_ = size; + } + + // Return the size used. + int size() const { + return size_used_; + } + int size_reserved() const { + return size_reserved_; + } + + int length() const { + return size_used_; + } + + // Return true if empty. + bool empty() const { + return size_used_ == 0; + } + + // Return the object from an index. + T &get(int index) const; + T &back() const; + T &operator[](int index) const; + // Returns the last object and removes it. + T pop_back(); + + // Return the index of the T object. + // This method NEEDS a compare_callback to be passed to + // set_compare_callback. + int get_index(T object) const; + + // Return true if T is in the array + bool contains(T object) const; + + // Return true if the index is valid + T contains_index(int index) const; + + // Push an element in the end of the array + int push_back(T object); + void operator+=(T t); + + // Push an element in the end of the array if the same + // element is not already contained in the array. + int push_back_new(T object); + + // Push an element in the front of the array + // Note: This function is O(n) + int push_front(T object); + + // Set the value at the given index + void set(T t, int index); + + // Insert t at the given index, push other elements to the right. + void insert(T t, int index); + + // Removes an element at the given index and + // shifts the remaining elements to the left. + void remove(int index); + + // Truncates the array to the given size by removing the end. + // If the current size is less, the array is not expanded. + void truncate(int size) { + if (size < size_used_) + size_used_ = size; + } + + // Add a callback to be called to delete the elements when the array took + // their ownership. + void set_clear_callback(TessCallback1* cb); + + // Add a callback to be called to compare the elements when needed (contains, + // get_id, ...) + void set_compare_callback(TessResultCallback2* cb); + + // Clear the array, calling the clear callback function if any. + // All the owned callbacks are also deleted. + // If you don't want the callbacks to be deleted, before calling clear, set + // the callback to NULL. + void clear(); + + // Delete objects pointed to by data_[i] + void delete_data_pointers(); + + // This method clears the current object, then, does a shallow copy of + // its argument, and finally invalidates its argument. + // Callbacks are moved to the current object; + void move(GenericVector* from); + + // Read/Write the array to a file. This does _NOT_ read/write the callbacks. + // The callback given must be permanent since they will be called more than + // once. The given callback will be deleted at the end. + // If the callbacks are NULL, then the data is simply read/written using + // fread (and swapping)/fwrite. + // Returns false on error or if the callback returns false. + // DEPRECATED. Use [De]Serialize[Classes] instead. + bool write(FILE* f, TessResultCallback2* cb) const; + bool read(FILE* f, TessResultCallback3* cb, bool swap); + // Writes a vector of simple types to the given file. Assumes that bitwise + // read/write of T will work. Returns false in case of error. + // TODO(rays) Change all callers to use TFile and remove deprecated methods. + bool Serialize(FILE* fp) const; + bool Serialize(tesseract::TFile* fp) const; + // Reads a vector of simple types from the given file. Assumes that bitwise + // read/write will work with ReverseN according to sizeof(T). + // Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + bool DeSerialize(bool swap, tesseract::TFile* fp); + // Skips the deserialization of the vector. + static bool SkipDeSerialize(bool swap, tesseract::TFile* fp); + // Writes a vector of classes to the given file. Assumes the existence of + // bool T::Serialize(FILE* fp) const that returns false in case of error. + // Returns false in case of error. + bool SerializeClasses(FILE* fp) const; + bool SerializeClasses(tesseract::TFile* fp) const; + // Reads a vector of classes from the given file. Assumes the existence of + // bool T::Deserialize(bool swap, FILE* fp) that returns false in case of + // error. Also needs T::T() and T::T(constT&), as init_to_size is used in + // this function. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerializeClasses(bool swap, FILE* fp); + bool DeSerializeClasses(bool swap, tesseract::TFile* fp); + // Calls SkipDeSerialize on the elements of the vector. + static bool SkipDeSerializeClasses(bool swap, tesseract::TFile* fp); + + // Allocates a new array of double the current_size, copies over the + // information from data to the new location, deletes data and returns + // the pointed to the new larger array. + // This function uses memcpy to copy the data, instead of invoking + // operator=() for each element like double_the_size() does. + static T *double_the_size_memcpy(int current_size, T *data) { + T *data_new = new T[current_size * 2]; + memcpy(data_new, data, sizeof(T) * current_size); + delete[] data; + return data_new; + } + + // Reverses the elements of the vector. + void reverse() { + for (int i = 0; i < size_used_ / 2; ++i) + Swap(&data_[i], &data_[size_used_ - 1 - i]); + } + + // Sorts the members of this vector using the less than comparator (cmp_lt), + // which compares the values. Useful for GenericVectors to primitive types. + // Will not work so great for pointers (unless you just want to sort some + // pointers). You need to provide a specialization to sort_cmp to use + // your type. + void sort(); + + // Sort the array into the order defined by the qsort function comparator. + // The comparator function is as defined by qsort, ie. it receives pointers + // to two Ts and returns negative if the first element is to appear earlier + // in the result and positive if it is to appear later, with 0 for equal. + void sort(int (*comparator)(const void*, const void*)) { + qsort(data_, size_used_, sizeof(*data_), comparator); + } + + // Searches the array (assuming sorted in ascending order, using sort()) for + // an element equal to target and returns true if it is present. + // Use binary_search to get the index of target, or its nearest candidate. + bool bool_binary_search(const T& target) const { + int index = binary_search(target); + if (index >= size_used_) + return false; + return data_[index] == target; + } + // Searches the array (assuming sorted in ascending order, using sort()) for + // an element equal to target and returns the index of the best candidate. + // The return value is conceptually the largest index i such that + // data_[i] <= target or 0 if target < the whole vector. + // NOTE that this function uses operator> so really the return value is + // the largest index i such that data_[i] > target is false. + int binary_search(const T& target) const { + int bottom = 0; + int top = size_used_; + while (top - bottom > 1) { + int middle = (bottom + top) / 2; + if (data_[middle] > target) + top = middle; + else + bottom = middle; + } + return bottom; + } + + // Compact the vector by deleting elements using operator!= on basic types. + // The vector must be sorted. + void compact_sorted() { + if (size_used_ == 0) + return; + + // First element is in no matter what, hence the i = 1. + int last_write = 0; + for (int i = 1; i < size_used_; ++i) { + // Finds next unique item and writes it. + if (data_[last_write] != data_[i]) + data_[++last_write] = data_[i]; + } + // last_write is the index of a valid data cell, so add 1. + size_used_ = last_write + 1; + } + + // Compact the vector by deleting elements for which delete_cb returns + // true. delete_cb is a permanent callback and will be deleted. + void compact(TessResultCallback1* delete_cb) { + int new_size = 0; + int old_index = 0; + // Until the callback returns true, the elements stay the same. + while (old_index < size_used_ && !delete_cb->Run(old_index++)) + ++new_size; + // Now just copy anything else that gets false from delete_cb. + for (; old_index < size_used_; ++old_index) { + if (!delete_cb->Run(old_index)) { + data_[new_size++] = data_[old_index]; + } + } + size_used_ = new_size; + delete delete_cb; + } + + T dot_product(const GenericVector& other) const { + T result = static_cast(0); + for (int i = MIN(size_used_, other.size_used_) - 1; i >= 0; --i) + result += data_[i] * other.data_[i]; + return result; + } + + // Returns the index of what would be the target_index_th item in the array + // if the members were sorted, without actually sorting. Members are + // shuffled around, but it takes O(n) time. + // NOTE: uses operator< and operator== on the members. + int choose_nth_item(int target_index) { + // Make sure target_index is legal. + if (target_index < 0) + target_index = 0; // ensure legal + else if (target_index >= size_used_) + target_index = size_used_ - 1; + unsigned int seed = 1; + return choose_nth_item(target_index, 0, size_used_, &seed); + } + + // Swaps the elements with the given indices. + void swap(int index1, int index2) { + if (index1 != index2) { + T tmp = data_[index1]; + data_[index1] = data_[index2]; + data_[index2] = tmp; + } + } + // Returns true if all elements of *this are within the given range. + // Only uses operator< + bool WithinBounds(const T& rangemin, const T& rangemax) const { + for (int i = 0; i < size_used_; ++i) { + if (data_[i] < rangemin || rangemax < data_[i]) + return false; + } + return true; + } + + protected: + // Internal recursive version of choose_nth_item. + int choose_nth_item(int target_index, int start, int end, unsigned int* seed); + + // Init the object, allocating size memory. + void init(int size); + + // We are assuming that the object generally placed in thie + // vector are small enough that for efficiency it makes sense + // to start with a larger initial size. + static const int kDefaultVectorSize = 4; + inT32 size_used_; + inT32 size_reserved_; + T* data_; + TessCallback1* clear_cb_; + // Mutable because Run method is not const + mutable TessResultCallback2* compare_cb_; +}; + +namespace tesseract { + +// Function to read a GenericVector from a whole file. +// Returns false on failure. +typedef bool (*FileReader)(const STRING& filename, GenericVector* data); +// Function to write a GenericVector to a whole file. +// Returns false on failure. +typedef bool (*FileWriter)(const GenericVector& data, + const STRING& filename); +// The default FileReader loads the whole file into the vector of char, +// returning false on error. +inline bool LoadDataFromFile(const STRING& filename, + GenericVector* data) { + bool result = false; + FILE* fp = fopen(filename.string(), "rb"); + if (fp != NULL) { + fseek(fp, 0, SEEK_END); + size_t size = ftell(fp); + fseek(fp, 0, SEEK_SET); + if (size > 0) { + // reserve an extra byte in case caller wants to append a '\0' character + data->reserve(size + 1); + data->resize_no_init(size); + result = fread(&(*data)[0], 1, size, fp) == size; + } + fclose(fp); + } + return result; +} +// The default FileWriter writes the vector of char to the filename file, +// returning false on error. +inline bool SaveDataToFile(const GenericVector& data, + const STRING& filename) { + FILE* fp = fopen(filename.string(), "wb"); + if (fp == NULL) return false; + bool result = + static_cast(fwrite(&data[0], 1, data.size(), fp)) == data.size(); + fclose(fp); + return result; +} + +template +bool cmp_eq(T const & t1, T const & t2) { + return t1 == t2; +} + +// Used by sort() +// return < 0 if t1 < t2 +// return 0 if t1 == t2 +// return > 0 if t1 > t2 +template +int sort_cmp(const void* t1, const void* t2) { + const T* a = static_cast (t1); + const T* b = static_cast (t2); + if (*a < *b) { + return -1; + } else if (*b < *a) { + return 1; + } else { + return 0; + } +} + +// Used by PointerVector::sort() +// return < 0 if t1 < t2 +// return 0 if t1 == t2 +// return > 0 if t1 > t2 +template +int sort_ptr_cmp(const void* t1, const void* t2) { + const T* a = *reinterpret_cast(t1); + const T* b = *reinterpret_cast(t2); + if (*a < *b) { + return -1; + } else if (*b < *a) { + return 1; + } else { + return 0; + } +} + +// Subclass for a vector of pointers. Use in preference to GenericVector +// as it provides automatic deletion and correct serialization, with the +// corollary that all copy operations are deep copies of the pointed-to objects. +template +class PointerVector : public GenericVector { + public: + PointerVector() : GenericVector() { } + explicit PointerVector(int size) : GenericVector(size) { } + ~PointerVector() { + // Clear must be called here, even though it is called again by the base, + // as the base will call the wrong clear. + clear(); + } + // Copy must be deep, as the pointers will be automatically deleted on + // destruction. + PointerVector(const PointerVector& other) : GenericVector(other) { + this->init(other.size()); + this->operator+=(other); + } + PointerVector& operator+=(const PointerVector& other) { + this->reserve(this->size_used_ + other.size_used_); + for (int i = 0; i < other.size(); ++i) { + this->push_back(new T(*other.data_[i])); + } + return *this; + } + + PointerVector& operator=(const PointerVector& other) { + if (&other != this) { + this->truncate(0); + this->operator+=(other); + } + return *this; + } + + // Removes an element at the given index and + // shifts the remaining elements to the left. + void remove(int index) { + delete GenericVector::data_[index]; + GenericVector::remove(index); + } + + // Truncates the array to the given size by removing the end. + // If the current size is less, the array is not expanded. + void truncate(int size) { + for (int i = size; i < GenericVector::size_used_; ++i) + delete GenericVector::data_[i]; + GenericVector::truncate(size); + } + + // Compact the vector by deleting elements for which delete_cb returns + // true. delete_cb is a permanent callback and will be deleted. + void compact(TessResultCallback1* delete_cb) { + int new_size = 0; + int old_index = 0; + // Until the callback returns true, the elements stay the same. + while (old_index < GenericVector::size_used_ && + !delete_cb->Run(GenericVector::data_[old_index++])) + ++new_size; + // Now just copy anything else that gets false from delete_cb. + for (; old_index < GenericVector::size_used_; ++old_index) { + if (!delete_cb->Run(GenericVector::data_[old_index])) { + GenericVector::data_[new_size++] = + GenericVector::data_[old_index]; + } else { + delete GenericVector::data_[old_index]; + } + } + GenericVector::size_used_ = new_size; + delete delete_cb; + } + + // Clear the array, calling the clear callback function if any. + // All the owned callbacks are also deleted. + // If you don't want the callbacks to be deleted, before calling clear, set + // the callback to NULL. + void clear() { + GenericVector::delete_data_pointers(); + GenericVector::clear(); + } + + // Writes a vector of (pointers to) classes to the given file. Assumes the + // existence of bool T::Serialize(FILE*) const that returns false in case of + // error. There is no Serialize for simple types, as you would have a + // normal GenericVector of those. + // Returns false in case of error. + bool Serialize(FILE* fp) const { + inT32 used = GenericVector::size_used_; + if (fwrite(&used, sizeof(used), 1, fp) != 1) return false; + for (int i = 0; i < used; ++i) { + inT8 non_null = GenericVector::data_[i] != NULL; + if (fwrite(&non_null, sizeof(non_null), 1, fp) != 1) return false; + if (non_null && !GenericVector::data_[i]->Serialize(fp)) return false; + } + return true; + } + bool Serialize(TFile* fp) const { + inT32 used = GenericVector::size_used_; + if (fp->FWrite(&used, sizeof(used), 1) != 1) return false; + for (int i = 0; i < used; ++i) { + inT8 non_null = GenericVector::data_[i] != NULL; + if (fp->FWrite(&non_null, sizeof(non_null), 1) != 1) return false; + if (non_null && !GenericVector::data_[i]->Serialize(fp)) return false; + } + return true; + } + // Reads a vector of (pointers to) classes to the given file. Assumes the + // existence of bool T::DeSerialize(bool, Tfile*) const that returns false in + // case of error. There is no Serialize for simple types, as you would have a + // normal GenericVector of those. + // If swap is true, assumes a big/little-endian swap is needed. + // Also needs T::T(), as new T is used in this function. + // Returns false in case of error. + bool DeSerialize(bool swap, FILE* fp) { + inT32 reserved; + if (fread(&reserved, sizeof(reserved), 1, fp) != 1) return false; + if (swap) Reverse32(&reserved); + GenericVector::reserve(reserved); + truncate(0); + for (int i = 0; i < reserved; ++i) { + inT8 non_null; + if (fread(&non_null, sizeof(non_null), 1, fp) != 1) return false; + T* item = NULL; + if (non_null) { + item = new T; + if (!item->DeSerialize(swap, fp)) { + delete item; + return false; + } + this->push_back(item); + } else { + // Null elements should keep their place in the vector. + this->push_back(NULL); + } + } + return true; + } + bool DeSerialize(bool swap, TFile* fp) { + inT32 reserved; + if (!DeSerializeSize(swap, fp, &reserved)) return false; + GenericVector::reserve(reserved); + truncate(0); + for (int i = 0; i < reserved; ++i) { + if (!DeSerializeElement(swap, fp)) return false; + } + return true; + } + // Enables deserialization of a selection of elements. Note that in order to + // retain the integrity of the stream, the caller must call some combination + // of DeSerializeElement and DeSerializeSkip of the exact number returned in + // *size, assuming a true return. + static bool DeSerializeSize(bool swap, TFile* fp, inT32* size) { + if (fp->FRead(size, sizeof(*size), 1) != 1) return false; + if (swap) Reverse32(size); + return true; + } + // Reads and appends to the vector the next element of the serialization. + bool DeSerializeElement(bool swap, TFile* fp) { + inT8 non_null; + if (fp->FRead(&non_null, sizeof(non_null), 1) != 1) return false; + T* item = NULL; + if (non_null) { + item = new T; + if (!item->DeSerialize(swap, fp)) { + delete item; + return false; + } + this->push_back(item); + } else { + // Null elements should keep their place in the vector. + this->push_back(NULL); + } + return true; + } + // Skips the next element of the serialization. + static bool DeSerializeSkip(bool swap, TFile* fp) { + inT8 non_null; + if (fp->FRead(&non_null, sizeof(non_null), 1) != 1) return false; + if (non_null) { + if (!T::SkipDeSerialize(swap, fp)) return false; + } + return true; + } + + // Sorts the items pointed to by the members of this vector using + // t::operator<(). + void sort() { this->GenericVector::sort(&sort_ptr_cmp); } +}; + +} // namespace tesseract + +// A useful vector that uses operator== to do comparisons. +template +class GenericVectorEqEq : public GenericVector { + public: + GenericVectorEqEq() { + GenericVector::set_compare_callback( + NewPermanentTessCallback(tesseract::cmp_eq)); + } + GenericVectorEqEq(int size) : GenericVector(size) { + GenericVector::set_compare_callback( + NewPermanentTessCallback(tesseract::cmp_eq)); + } +}; + +template +void GenericVector::init(int size) { + size_used_ = 0; + size_reserved_ = 0; + data_ = 0; + clear_cb_ = 0; + compare_cb_ = 0; + reserve(size); +} + +template +GenericVector::~GenericVector() { + clear(); +} + +// Reserve some memory. If the internal array contains elements, they are +// copied. +template +void GenericVector::reserve(int size) { + if (size_reserved_ >= size || size <= 0) + return; + if (size < kDefaultVectorSize) size = kDefaultVectorSize; + T* new_array = new T[size]; + for (int i = 0; i < size_used_; ++i) + new_array[i] = data_[i]; + delete[] data_; + data_ = new_array; + size_reserved_ = size; +} + +template +void GenericVector::double_the_size() { + if (size_reserved_ == 0) { + reserve(kDefaultVectorSize); + } + else { + reserve(2 * size_reserved_); + } +} + +// Resizes to size and sets all values to t. +template +void GenericVector::init_to_size(int size, T t) { + reserve(size); + size_used_ = size; + for (int i = 0; i < size; ++i) + data_[i] = t; +} + + +// Return the object from an index. +template +T &GenericVector::get(int index) const { + ASSERT_HOST(index >= 0 && index < size_used_); + return data_[index]; +} + +template +T &GenericVector::operator[](int index) const { + assert(index >= 0 && index < size_used_); + return data_[index]; +} + +template +T &GenericVector::back() const { + ASSERT_HOST(size_used_ > 0); + return data_[size_used_ - 1]; +} +// Returns the last object and removes it. +template +T GenericVector::pop_back() { + ASSERT_HOST(size_used_ > 0); + return data_[--size_used_]; +} + +// Return the object from an index. +template +void GenericVector::set(T t, int index) { + ASSERT_HOST(index >= 0 && index < size_used_); + data_[index] = t; +} + +// Shifts the rest of the elements to the right to make +// space for the new elements and inserts the given element +// at the specified index. +template +void GenericVector::insert(T t, int index) { + ASSERT_HOST(index >= 0 && index <= size_used_); + if (size_reserved_ == size_used_) + double_the_size(); + for (int i = size_used_; i > index; --i) { + data_[i] = data_[i-1]; + } + data_[index] = t; + size_used_++; +} + +// Removes an element at the given index and +// shifts the remaining elements to the left. +template +void GenericVector::remove(int index) { + ASSERT_HOST(index >= 0 && index < size_used_); + for (int i = index; i < size_used_ - 1; ++i) { + data_[i] = data_[i+1]; + } + size_used_--; +} + +// Return true if the index is valindex +template +T GenericVector::contains_index(int index) const { + return index >= 0 && index < size_used_; +} + +// Return the index of the T object. +template +int GenericVector::get_index(T object) const { + for (int i = 0; i < size_used_; ++i) { + ASSERT_HOST(compare_cb_ != NULL); + if (compare_cb_->Run(object, data_[i])) + return i; + } + return -1; +} + +// Return true if T is in the array +template +bool GenericVector::contains(T object) const { + return get_index(object) != -1; +} + +// Add an element in the array +template +int GenericVector::push_back(T object) { + int index = 0; + if (size_used_ == size_reserved_) + double_the_size(); + index = size_used_++; + data_[index] = object; + return index; +} + +template +int GenericVector::push_back_new(T object) { + int index = get_index(object); + if (index >= 0) + return index; + return push_back(object); +} + +// Add an element in the array (front) +template +int GenericVector::push_front(T object) { + if (size_used_ == size_reserved_) + double_the_size(); + for (int i = size_used_; i > 0; --i) + data_[i] = data_[i-1]; + data_[0] = object; + ++size_used_; + return 0; +} + +template +void GenericVector::operator+=(T t) { + push_back(t); +} + +template +GenericVector &GenericVector::operator+=(const GenericVector& other) { + this->reserve(size_used_ + other.size_used_); + for (int i = 0; i < other.size(); ++i) { + this->operator+=(other.data_[i]); + } + return *this; +} + +template +GenericVector &GenericVector::operator=(const GenericVector& other) { + if (&other != this) { + this->truncate(0); + this->operator+=(other); + } + return *this; +} + +// Add a callback to be called to delete the elements when the array took +// their ownership. +template +void GenericVector::set_clear_callback(TessCallback1* cb) { + clear_cb_ = cb; +} + +// Add a callback to be called to delete the elements when the array took +// their ownership. +template +void GenericVector::set_compare_callback( + TessResultCallback2* cb) { + compare_cb_ = cb; +} + +// Clear the array, calling the callback function if any. +template +void GenericVector::clear() { + if (size_reserved_ > 0) { + if (clear_cb_ != NULL) + for (int i = 0; i < size_used_; ++i) + clear_cb_->Run(data_[i]); + delete[] data_; + data_ = NULL; + size_used_ = 0; + size_reserved_ = 0; + } + if (clear_cb_ != NULL) { + delete clear_cb_; + clear_cb_ = NULL; + } + if (compare_cb_ != NULL) { + delete compare_cb_; + compare_cb_ = NULL; + } +} + +template +void GenericVector::delete_data_pointers() { + for (int i = 0; i < size_used_; ++i) + if (data_[i]) { + delete data_[i]; + } +} + + +template +bool GenericVector::write( + FILE* f, TessResultCallback2* cb) const { + if (fwrite(&size_reserved_, sizeof(size_reserved_), 1, f) != 1) return false; + if (fwrite(&size_used_, sizeof(size_used_), 1, f) != 1) return false; + if (cb != NULL) { + for (int i = 0; i < size_used_; ++i) { + if (!cb->Run(f, data_[i])) { + delete cb; + return false; + } + } + delete cb; + } else { + if (fwrite(data_, sizeof(T), size_used_, f) != size_used_) return false; + } + return true; +} + +template +bool GenericVector::read(FILE* f, + TessResultCallback3* cb, + bool swap) { + inT32 reserved; + if (fread(&reserved, sizeof(reserved), 1, f) != 1) return false; + if (swap) Reverse32(&reserved); + reserve(reserved); + if (fread(&size_used_, sizeof(size_used_), 1, f) != 1) return false; + if (swap) Reverse32(&size_used_); + if (cb != NULL) { + for (int i = 0; i < size_used_; ++i) { + if (!cb->Run(f, data_ + i, swap)) { + delete cb; + return false; + } + } + delete cb; + } else { + if (fread(data_, sizeof(T), size_used_, f) != size_used_) return false; + if (swap) { + for (int i = 0; i < size_used_; ++i) + ReverseN(&data_[i], sizeof(T)); + } + } + return true; +} + +// Writes a vector of simple types to the given file. Assumes that bitwise +// read/write of T will work. Returns false in case of error. +template +bool GenericVector::Serialize(FILE* fp) const { + if (fwrite(&size_used_, sizeof(size_used_), 1, fp) != 1) return false; + if (fwrite(data_, sizeof(*data_), size_used_, fp) != size_used_) return false; + return true; +} +template +bool GenericVector::Serialize(tesseract::TFile* fp) const { + if (fp->FWrite(&size_used_, sizeof(size_used_), 1) != 1) return false; + if (fp->FWrite(data_, sizeof(*data_), size_used_) != size_used_) return false; + return true; +} + +// Reads a vector of simple types from the given file. Assumes that bitwise +// read/write will work with ReverseN according to sizeof(T). +// Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +template +bool GenericVector::DeSerialize(bool swap, FILE* fp) { + inT32 reserved; + if (fread(&reserved, sizeof(reserved), 1, fp) != 1) return false; + if (swap) Reverse32(&reserved); + reserve(reserved); + size_used_ = reserved; + if (fread(data_, sizeof(T), size_used_, fp) != size_used_) return false; + if (swap) { + for (int i = 0; i < size_used_; ++i) + ReverseN(&data_[i], sizeof(data_[i])); + } + return true; +} +template +bool GenericVector::DeSerialize(bool swap, tesseract::TFile* fp) { + inT32 reserved; + if (fp->FRead(&reserved, sizeof(reserved), 1) != 1) return false; + if (swap) Reverse32(&reserved); + reserve(reserved); + size_used_ = reserved; + if (fp->FRead(data_, sizeof(T), size_used_) != size_used_) return false; + if (swap) { + for (int i = 0; i < size_used_; ++i) + ReverseN(&data_[i], sizeof(data_[i])); + } + return true; +} +template +bool GenericVector::SkipDeSerialize(bool swap, tesseract::TFile* fp) { + inT32 reserved; + if (fp->FRead(&reserved, sizeof(reserved), 1) != 1) return false; + if (swap) Reverse32(&reserved); + return fp->FRead(NULL, sizeof(T), reserved) == reserved; +} + +// Writes a vector of classes to the given file. Assumes the existence of +// bool T::Serialize(FILE* fp) const that returns false in case of error. +// Returns false in case of error. +template +bool GenericVector::SerializeClasses(FILE* fp) const { + if (fwrite(&size_used_, sizeof(size_used_), 1, fp) != 1) return false; + for (int i = 0; i < size_used_; ++i) { + if (!data_[i].Serialize(fp)) return false; + } + return true; +} +template +bool GenericVector::SerializeClasses(tesseract::TFile* fp) const { + if (fp->FWrite(&size_used_, sizeof(size_used_), 1) != 1) return false; + for (int i = 0; i < size_used_; ++i) { + if (!data_[i].Serialize(fp)) return false; + } + return true; +} + +// Reads a vector of classes from the given file. Assumes the existence of +// bool T::Deserialize(bool swap, FILE* fp) that returns false in case of +// error. Also needs T::T() and T::T(constT&), as init_to_size is used in +// this function. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +template +bool GenericVector::DeSerializeClasses(bool swap, FILE* fp) { + uinT32 reserved; + if (fread(&reserved, sizeof(reserved), 1, fp) != 1) return false; + if (swap) Reverse32(&reserved); + T empty; + init_to_size(reserved, empty); + for (int i = 0; i < reserved; ++i) { + if (!data_[i].DeSerialize(swap, fp)) return false; + } + return true; +} +template +bool GenericVector::DeSerializeClasses(bool swap, tesseract::TFile* fp) { + uinT32 reserved; + if (fp->FRead(&reserved, sizeof(reserved), 1) != 1) return false; + if (swap) Reverse32(&reserved); + T empty; + init_to_size(reserved, empty); + for (int i = 0; i < reserved; ++i) { + if (!data_[i].DeSerialize(swap, fp)) return false; + } + return true; +} +template +bool GenericVector::SkipDeSerializeClasses(bool swap, tesseract::TFile* fp) { + uinT32 reserved; + if (fp->FRead(&reserved, sizeof(reserved), 1) != 1) return false; + if (swap) Reverse32(&reserved); + for (int i = 0; i < reserved; ++i) { + if (!T::SkipDeSerialize(swap, fp)) return false; + } + return true; +} + +// This method clear the current object, then, does a shallow copy of +// its argument, and finally invalidates its argument. +template +void GenericVector::move(GenericVector* from) { + this->clear(); + this->data_ = from->data_; + this->size_reserved_ = from->size_reserved_; + this->size_used_ = from->size_used_; + this->compare_cb_ = from->compare_cb_; + this->clear_cb_ = from->clear_cb_; + from->data_ = NULL; + from->clear_cb_ = NULL; + from->compare_cb_ = NULL; + from->size_used_ = 0; + from->size_reserved_ = 0; +} + +template +void GenericVector::sort() { + sort(&tesseract::sort_cmp); +} + +// Internal recursive version of choose_nth_item. +// The algorithm used comes from "Algorithms" by Sedgewick: +// http://books.google.com/books/about/Algorithms.html?id=idUdqdDXqnAC +// The principle is to choose a random pivot, and move everything less than +// the pivot to its left, and everything greater than the pivot to the end +// of the array, then recurse on the part that contains the desired index, or +// just return the answer if it is in the equal section in the middle. +// The random pivot guarantees average linear time for the same reason that +// n times vector::push_back takes linear time on average. +// target_index, start and and end are all indices into the full array. +// Seed is a seed for rand_r for thread safety purposes. Its value is +// unimportant as the random numbers do not affect the result except +// between equal answers. +template +int GenericVector::choose_nth_item(int target_index, int start, int end, + unsigned int* seed) { + // Number of elements to process. + int num_elements = end - start; + // Trivial cases. + if (num_elements <= 1) + return start; + if (num_elements == 2) { + if (data_[start] < data_[start + 1]) { + return target_index > start ? start + 1 : start; + } else { + return target_index > start ? start : start + 1; + } + } + // Place the pivot at start. + #ifndef rand_r // _MSC_VER, ANDROID + srand(*seed); + #define rand_r(seed) rand() + #endif // _MSC_VER + int pivot = rand_r(seed) % num_elements + start; + swap(pivot, start); + // The invariant condition here is that items [start, next_lesser) are less + // than the pivot (which is at index next_lesser) and items + // [prev_greater, end) are greater than the pivot, with items + // [next_lesser, prev_greater) being equal to the pivot. + int next_lesser = start; + int prev_greater = end; + for (int next_sample = start + 1; next_sample < prev_greater;) { + if (data_[next_sample] < data_[next_lesser]) { + swap(next_lesser++, next_sample++); + } else if (data_[next_sample] == data_[next_lesser]) { + ++next_sample; + } else { + swap(--prev_greater, next_sample); + } + } + // Now the invariant is set up, we recurse on just the section that contains + // the desired index. + if (target_index < next_lesser) + return choose_nth_item(target_index, start, next_lesser, seed); + else if (target_index < prev_greater) + return next_lesser; // In equal bracket. + else + return choose_nth_item(target_index, prev_greater, end, seed); +} + + +#endif // TESSERACT_CCUTIL_GENERICVECTOR_H_ diff --git a/3rdparty/hgOCR/include/ccutil/gettimeofday.cpp b/3rdparty/hgOCR/include/ccutil/gettimeofday.cpp new file mode 100644 index 00000000..b7852453 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/gettimeofday.cpp @@ -0,0 +1,32 @@ +/////////////////////////////////////////////////////////////////////// +// File: gettimeofday.cpp +// Description: Implementation of gettimeofday based on leptonica +// Author: tomp2010, zdenop +// Created: Tue Feb 21 21:38:00 CET 2012 +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include +#include "gettimeofday.h" + +int gettimeofday(struct timeval *tp, struct timezone *tzp) { + l_int32 sec, usec; + if (tp == NULL) + return -1; + + l_getCurrentTime(&sec, &usec); + tp->tv_sec = sec; + tp->tv_usec = usec; + return 0; +} diff --git a/3rdparty/hgOCR/include/ccutil/gettimeofday.h b/3rdparty/hgOCR/include/ccutil/gettimeofday.h new file mode 100644 index 00000000..c34215b1 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/gettimeofday.h @@ -0,0 +1,31 @@ +/////////////////////////////////////////////////////////////////////// +// File: gettimeofday.h +// Description: Header file for gettimeofday.cpp +// Author: tomp2010, zdenop +// Created: Tue Feb 21 21:38:00 CET 2012 +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef VS2008_PORT_GETTIMEOFDAY_H_ +#define VS2008_PORT_GETTIMEOFDAY_H_ + +#ifdef _WIN32 +#include // timeval is defined in here. +#endif + +typedef struct timezone tz; + +int gettimeofday(struct timeval * tp, struct timezone * tzp); + +#endif // VS2008_PORT_GETTIMEOFDAY_H_ diff --git a/3rdparty/hgOCR/include/ccutil/globaloc.cpp b/3rdparty/hgOCR/include/ccutil/globaloc.cpp new file mode 100644 index 00000000..13366134 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/globaloc.cpp @@ -0,0 +1,94 @@ +/********************************************************************** + * File: errcode.c (Formerly error.c) + * Description: Generic error handler function + * Author: Ray Smith + * Created: Tue May 1 16:28:39 BST 1990 + * + * (C) Copyright 1989, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#ifdef __linux__ +#include // For SYS_gettid. +#include // For syscall itself. +#endif +#include "allheaders.h" +#include "errcode.h" +#include "tprintf.h" + +// Size of thread-id array of pixes to keep in case of crash. +const int kMaxNumThreadPixes = 32768; + +Pix* global_crash_pixes[kMaxNumThreadPixes]; + +void SavePixForCrash(int resolution, Pix* pix) { +#ifdef __linux__ +#ifndef ANDROID + int thread_id = syscall(SYS_gettid) % kMaxNumThreadPixes; +#else + int thread_id = gettid() % kMaxNumThreadPixes; +#endif + pixDestroy(&global_crash_pixes[thread_id]); + if (pix != NULL) { + Pix* clone = pixClone(pix); + pixSetXRes(clone, resolution); + pixSetYRes(clone, resolution); + global_crash_pixes[thread_id] = clone; + } +#endif +} + +// CALL ONLY from a signal handler! Writes a crash image to stderr. +void signal_exit(int signal_code) { + tprintf("Received signal %d!\n", signal_code); +#ifdef __linux__ +#ifndef ANDROID + int thread_id = syscall(SYS_gettid) % kMaxNumThreadPixes; +#else + int thread_id = gettid() % kMaxNumThreadPixes; +#endif + if (global_crash_pixes[thread_id] != NULL) { + fprintf(stderr, "Crash caused by image with resolution %d\n", + pixGetYRes(global_crash_pixes[thread_id])); + fprintf(stderr, "\n"); + pixWriteStreamPng(stderr, global_crash_pixes[thread_id], 0.0); + fprintf(stderr, "\n\n"); + } + // Raise an uncaught signal, so as to get a useful stack trace. + raise(SIGILL); +#else + abort(); +#endif +} + +void err_exit() { + ASSERT_HOST("Fatal error encountered!" == NULL); +} + + +void set_global_loc_code(int loc_code) { + // global_loc_code = loc_code; + +} + + +void set_global_subloc_code(int loc_code) { + // global_subloc_code = loc_code; + +} + + +void set_global_subsubloc_code(int loc_code) { + // global_subsubloc_code = loc_code; + +} diff --git a/3rdparty/hgOCR/include/ccutil/globaloc.h b/3rdparty/hgOCR/include/ccutil/globaloc.h new file mode 100644 index 00000000..60d6b73a --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/globaloc.h @@ -0,0 +1,39 @@ +/********************************************************************** + * File: errcode.h (Formerly error.h) + * Description: Header file for generic error handler class + * Author: Ray Smith + * Created: Tue May 1 16:23:36 BST 1990 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef GLOBALOC_H +#define GLOBALOC_H + +#include "host.h" + +// Saves a clone of the given pix, and notes its resolution in thread-specific +// data, so that the image can be written prior to a crash. +struct Pix; +void SavePixForCrash(int resolution, Pix* pix); + +void signal_exit(int signal_code); + +void TESS_API err_exit(); + +void set_global_loc_code(int loc_code); + +void set_global_subloc_code(int loc_code); + +void set_global_subsubloc_code(int loc_code); +#endif diff --git a/3rdparty/hgOCR/include/ccutil/hashfn.h b/3rdparty/hgOCR/include/ccutil/hashfn.h new file mode 100644 index 00000000..73e15be9 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/hashfn.h @@ -0,0 +1,80 @@ +/********************************************************************** + * File: hashfn.h (Formerly hash.h) + * Description: Portability hacks for hash_map, hash_set and unique_ptr. + * Author: Ray Smith + * Created: Wed Jan 08 14:08:25 PST 2014 + * + * (C) Copyright 2014, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef HASHFN_H +#define HASHFN_H + +#if (__cplusplus >= 201103L) || defined(_MSC_VER) // Visual Studio +#include +#include +#if defined(_MSC_VER) && (_MSC_VER >= 1500 && _MSC_VER < 1600) // VS 2008 +#define TessHashMap std::tr1::unordered_map +#define TessHashSet std::tr1::unordered_set +#else // _MSC_VER +#define TessHashMap std::unordered_map +#define TessHashSet std::unordered_set +#include +#define SmartPtr std::unique_ptr +#define HAVE_UNIQUE_PTR +#endif // _MSC_VER +#elif (defined(__GNUC__) && (((__GNUC__ == 3) && (__GNUC_MINOR__ > 0)) || \ + __GNUC__ >= 4)) // gcc +// hash_set is deprecated in gcc +#include +#include +using __gnu_cxx::hash_map; +using __gnu_cxx::hash_set; +#define TessHashMap __gnu_cxx::hash_map +#define TessHashSet __gnu_cxx::hash_set +#else +#include +#include +#define TessHashMap hash_map +#define TessHashSet :hash_set +#endif // gcc + +#ifndef HAVE_UNIQUE_PTR +// Trivial smart ptr. Expand to add features of std::unique_ptr as required. +template class SmartPtr { + public: + SmartPtr() : ptr_(NULL) {} + explicit SmartPtr(T* ptr) : ptr_(ptr) {} + ~SmartPtr() { + delete ptr_; + } + + T* get() const { + return ptr_; + } + void reset(T* ptr) { + delete ptr_; + ptr_ = ptr; + } + bool operator==(const T* ptr) const { + return ptr_ == ptr; + } + T* operator->() const { + return ptr_; + } + private: + T* ptr_; +}; +#endif // HAVE_UNIQUE_PTR + +#endif // HASHFN_H diff --git a/3rdparty/hgOCR/include/ccutil/helpers.h b/3rdparty/hgOCR/include/ccutil/helpers.h new file mode 100644 index 00000000..a2276bc4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/helpers.h @@ -0,0 +1,203 @@ +/* -*-C-*- + ******************************************************************************** + * + * File: helpers.h + * Description: General utility functions + * Author: Daria Antonova + * Created: Wed Apr 8 14:37:00 2009 + * Language: C++ + * Package: N/A + * Status: Reusable Software Component + * + * (c) Copyright 2009, Google Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + ********************************************************************************/ + +#ifndef TESSERACT_CCUTIL_HELPERS_H_ +#define TESSERACT_CCUTIL_HELPERS_H_ + +#include +#include + +#include "host.h" + +// TODO(rays) Put the rest of the helpers in the namespace. +namespace tesseract { + +// A simple linear congruential random number generator, using Knuth's +// constants from: +// http://en.wikipedia.org/wiki/Linear_congruential_generator. +class TRand { + public: + TRand() : seed_(1) {} + // Sets the seed to the given value. + void set_seed(uinT64 seed) { + seed_ = seed; + } + + // Returns an integer in the range 0 to MAX_INT32. + inT32 IntRand() { + Iterate(); + return seed_ >> 33; + } + // Returns a floating point value in the range [-range, range]. + double SignedRand(double range) { + return range * 2.0 * IntRand() / MAX_INT32 - range; + } + // Returns a floating point value in the range [0, range]. + double UnsignedRand(double range) { + return range * IntRand() / MAX_INT32; + } + + private: + // Steps the generator to the next value. + void Iterate() { + seed_ *= 6364136223846793005ULL; + seed_ += 1442695040888963407ULL; + } + + // The current value of the seed. + uinT64 seed_; +}; + +} // namespace tesseract + +// Remove newline (if any) at the end of the string. +inline void chomp_string(char *str) { + int last_index = static_cast(strlen(str)) - 1; + while (last_index >= 0 && + (str[last_index] == '\n' || str[last_index] == '\r')) { + str[last_index--] = '\0'; + } +} + +// Advance the current pointer of the file if it points to a newline character. +inline void SkipNewline(FILE *file) { + if (fgetc(file) != '\n') fseek(file, -1, SEEK_CUR); +} + +// Swaps the two args pointed to by the pointers. +// Operator= and copy constructor must work on T. +template inline void Swap(T* p1, T* p2) { + T tmp(*p2); + *p2 = *p1; + *p1 = tmp; +} + +// qsort function to sort 2 floats. +inline int sort_floats(const void *arg1, const void *arg2) { + float diff = *((float *) arg1) - *((float *) arg2); + if (diff > 0) { + return 1; + } else if (diff < 0) { + return -1; + } else { + return 0; + } +} + +// return the smallest multiple of block_size greater than or equal to n. +inline int RoundUp(int n, int block_size) { + return block_size * ((n + block_size - 1) / block_size); +} + +// Clip a numeric value to the interval [lower_bound, upper_bound]. +template +inline T ClipToRange(const T& x, const T& lower_bound, const T& upper_bound) { + if (x < lower_bound) + return lower_bound; + if (x > upper_bound) + return upper_bound; + return x; +} + +// Extend the range [lower_bound, upper_bound] to include x. +template +inline void UpdateRange(const T1& x, T2* lower_bound, T2* upper_bound) { + if (x < *lower_bound) + *lower_bound = x; + if (x > *upper_bound) + *upper_bound = x; +} + +// Decrease lower_bound to be <= x_lo AND increase upper_bound to be >= x_hi. +template +inline void UpdateRange(const T1& x_lo, const T1& x_hi, + T2* lower_bound, T2* upper_bound) { + if (x_lo < *lower_bound) + *lower_bound = x_lo; + if (x_hi > *upper_bound) + *upper_bound = x_hi; +} + +// Intersect the range [*lower2, *upper2] with the range [lower1, upper1], +// putting the result back in [*lower2, *upper2]. +// If non-intersecting ranges are given, we end up with *lower2 > *upper2. +template +inline void IntersectRange(const T& lower1, const T& upper1, + T* lower2, T* upper2) { + if (lower1 > *lower2) + *lower2 = lower1; + if (upper1 < *upper2) + *upper2 = upper1; +} + +// Proper modulo arithmetic operator. Returns a mod b that works for -ve a. +// For any integer a and positive b, returns r : 0<=r= 0 ? (a + b / 2) / b : (a - b / 2) / b; +} + +// Return a double cast to int with rounding. +inline int IntCastRounded(double x) { + return x >= 0.0 ? static_cast(x + 0.5) : -static_cast(-x + 0.5); +} + +// Reverse the order of bytes in a n byte quantity for big/little-endian switch. +inline void ReverseN(void* ptr, int num_bytes) { + char *cptr = reinterpret_cast(ptr); + int halfsize = num_bytes / 2; + for (int i = 0; i < halfsize; ++i) { + char tmp = cptr[i]; + cptr[i] = cptr[num_bytes - 1 - i]; + cptr[num_bytes - 1 - i] = tmp; + } +} + +// Reverse the order of bytes in a 16 bit quantity for big/little-endian switch. +inline void Reverse16(void *ptr) { + ReverseN(ptr, 2); +} + +// Reverse the order of bytes in a 32 bit quantity for big/little-endian switch. +inline void Reverse32(void *ptr) { + ReverseN(ptr, 4); +} + +// Reverse the order of bytes in a 64 bit quantity for big/little-endian switch. +inline void Reverse64(void* ptr) { + ReverseN(ptr, 8); +} + + +#endif // TESSERACT_CCUTIL_HELPERS_H_ diff --git a/3rdparty/hgOCR/include/ccutil/host.h b/3rdparty/hgOCR/include/ccutil/host.h new file mode 100644 index 00000000..ff9ca8c6 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/host.h @@ -0,0 +1,82 @@ +/****************************************************************************** + ** Filename: host.h + ** Purpose: This is the system independent typedefs and defines + ** Author: MN, JG, MD + ** + ** (c) Copyright Hewlett-Packard Company, 1988-1996. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + */ + +#ifndef __HOST__ +#define __HOST__ + +#include "platform.h" +/* _WIN32 */ +#ifdef _WIN32 +#include +#include // winbase.h contains windows.h +#endif + +#include // int32_t, ... + +// definitions of portable data types (numbers and characters) +typedef SIGNED char inT8; +typedef unsigned char uinT8; +typedef short inT16; +typedef unsigned short uinT16; +typedef int inT32; +typedef unsigned int uinT32; +#if (_MSC_VER >= 1200) //%%% vkr for VC 6.0 +typedef INT64 inT64; +typedef UINT64 uinT64; +#else +typedef long long int inT64; +typedef unsigned long long int uinT64; +#endif //%%% vkr for VC 6.0 +typedef float FLOAT32; +typedef double FLOAT64; +typedef unsigned char BOOL8; + +#define INT32FORMAT "%d" +#define INT64FORMAT "%lld" + +#define MAX_INT8 0x7f +#define MAX_INT16 0x7fff +#define MAX_INT32 0x7fffffff +#define MAX_UINT8 0xff +#define MAX_UINT16 0xffff +#define MAX_UINT32 0xffffffff +#define MAX_FLOAT32 ((float)3.40282347e+38) + +#define MIN_INT8 0x80 +#define MIN_INT16 0x8000 +#define MIN_INT32 static_cast(0x80000000) +#define MIN_UINT8 0x00 +#define MIN_UINT16 0x0000 +#define MIN_UINT32 0x00000000 +#define MIN_FLOAT32 ((float)1.17549435e-38) + +// Defines +#ifndef TRUE +#define TRUE 1 +#endif + +#ifndef FALSE +#define FALSE 0 +#endif + +// Return true if x is within tolerance of y +template bool NearlyEqual(T x, T y, T tolerance) { + T diff = x - y; + return diff <= tolerance && -diff <= tolerance; +} + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/indexmapbidi.cpp b/3rdparty/hgOCR/include/ccutil/indexmapbidi.cpp new file mode 100644 index 00000000..48bd9051 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/indexmapbidi.cpp @@ -0,0 +1,250 @@ +/////////////////////////////////////////////////////////////////////// +// File: indexmapbidi.cpp +// Description: Bi-directional mapping between a sparse and compact space. +// Author: rays@google.com (Ray Smith) +// Created: Tue Apr 06 11:33:59 PDT 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "indexmapbidi.h" + +namespace tesseract { + +// SparseToCompact takes a sparse index to an index in the compact space. +// Uses a binary search to find the result. For faster speed use +// IndexMapBiDi, but that takes more memory. +int IndexMap::SparseToCompact(int sparse_index) const { + int result = compact_map_.binary_search(sparse_index); + return compact_map_[result] == sparse_index ? result : -1; +} + +// Copy from the input. +void IndexMap::CopyFrom(const IndexMap& src) { + sparse_size_ = src.sparse_size_; + compact_map_ = src.compact_map_; +} +void IndexMap::CopyFrom(const IndexMapBiDi& src) { + sparse_size_ = src.SparseSize(); + compact_map_ = src.compact_map_; +} + +// Writes to the given file. Returns false in case of error. +bool IndexMap::Serialize(FILE* fp) const { + inT32 sparse_size = sparse_size_; + if (fwrite(&sparse_size, sizeof(sparse_size), 1, fp) != 1) return false; + if (!compact_map_.Serialize(fp)) return false; + return true; +} + +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool IndexMap::DeSerialize(bool swap, FILE* fp) { + inT32 sparse_size; + if (fread(&sparse_size, sizeof(sparse_size), 1, fp) != 1) return false; + if (swap) + ReverseN(&sparse_size, sizeof(sparse_size)); + sparse_size_ = sparse_size; + if (!compact_map_.DeSerialize(swap, fp)) return false; + return true; +} + + +// Top-level init function in a single call to initialize a map to select +// a single contiguous subrange [start, end) of the sparse space to be mapped +// 1 to 1 to the compact space, with all other elements of the sparse space +// left unmapped. +// No need to call Setup after this. +void IndexMapBiDi::InitAndSetupRange(int sparse_size, int start, int end) { + Init(sparse_size, false); + for (int i = start; i < end; ++i) + SetMap(i, true); + Setup(); +} + +// Initializes just the sparse_map_ to the given size with either all +// forward indices mapped (all_mapped = true) or none (all_mapped = false). +// Call Setup immediately after, or make calls to SetMap first to adjust the +// mapping and then call Setup before using the map. +void IndexMapBiDi::Init(int size, bool all_mapped) { + sparse_map_.init_to_size(size, -1); + if (all_mapped) { + for (int i = 0; i < size; ++i) + sparse_map_[i] = i; + } +} + +// Sets a given index in the sparse_map_ to be mapped or not. +void IndexMapBiDi::SetMap(int sparse_index, bool mapped) { + sparse_map_[sparse_index] = mapped ? 0 : -1; +} + +// Sets up the sparse_map_ and compact_map_ properly after Init and +// some calls to SetMap. Assumes an ordered 1-1 map from set indices +// in the forward map to the compact space. +void IndexMapBiDi::Setup() { + int compact_size = 0; + for (int i = 0; i < sparse_map_.size(); ++i) { + if (sparse_map_[i] >= 0) { + sparse_map_[i] = compact_size++; + } + } + compact_map_.init_to_size(compact_size, -1); + for (int i = 0; i < sparse_map_.size(); ++i) { + if (sparse_map_[i] >= 0) { + compact_map_[sparse_map_[i]] = i; + } + } + sparse_size_ = sparse_map_.size(); +} + +// Copy from the input. +void IndexMapBiDi::CopyFrom(const IndexMapBiDi& src) { + sparse_map_ = src.sparse_map_; + compact_map_ = src.compact_map_; + sparse_size_ = sparse_map_.size(); +} + +// Merges the two compact space indices. May be called many times, but +// the merges must be concluded by a call to CompleteMerges. +// Returns true if a merge was actually performed. +bool IndexMapBiDi::Merge(int compact_index1, int compact_index2) { + // Find the current master index for index1 and index2. + compact_index1 = MasterCompactIndex(compact_index1); + compact_index2 = MasterCompactIndex(compact_index2); + // Be sure that index1 < index2. + if (compact_index1 > compact_index2) { + int tmp = compact_index1; + compact_index1 = compact_index2; + compact_index2 = tmp; + } else if (compact_index1 == compact_index2) { + return false; + } + // To save iterating over all sparse_map_ entries, simply make the master + // entry for index2 point to index1. + // This leaves behind a potential chain of parents that needs to be chased, + // as above. + sparse_map_[compact_map_[compact_index2]] = compact_index1; + if (compact_index1 >= 0) + compact_map_[compact_index2] = compact_map_[compact_index1]; + return true; +} + +// Completes one or more Merge operations by further compacting the +// compact space. Unused compact space indices are removed, and the used +// ones above shuffled down to fill the gaps. +// Example: +// Input sparse_map_: (x indicates -1) +// x x 0 x 2 x x 4 x 0 x 2 x +// Output sparse_map_: +// x x 0 x 1 x x 2 x 0 x 1 x +// Output compact_map_: +// 2 4 7. +void IndexMapBiDi::CompleteMerges() { + // Ensure each sparse_map_entry contains a master compact_map_ index. + int compact_size = 0; + for (int i = 0; i < sparse_map_.size(); ++i) { + int compact_index = MasterCompactIndex(sparse_map_[i]); + sparse_map_[i] = compact_index; + if (compact_index >= compact_size) + compact_size = compact_index + 1; + } + // Re-generate the compact_map leaving holes for unused indices. + compact_map_.init_to_size(compact_size, -1); + for (int i = 0; i < sparse_map_.size(); ++i) { + if (sparse_map_[i] >= 0) { + if (compact_map_[sparse_map_[i]] == -1) + compact_map_[sparse_map_[i]] = i; + } + } + // Compact the compact_map, leaving tmp_compact_map saying where each + // index went to in the compacted map. + GenericVector tmp_compact_map; + tmp_compact_map.init_to_size(compact_size, -1); + compact_size = 0; + for (int i = 0; i < compact_map_.size(); ++i) { + if (compact_map_[i] >= 0) { + tmp_compact_map[i] = compact_size; + compact_map_[compact_size++] = compact_map_[i]; + } + } + compact_map_.truncate(compact_size); + // Now modify the entries in the sparse map to point to the new locations. + for (int i = 0; i < sparse_map_.size(); ++i) { + if (sparse_map_[i] >= 0) { + sparse_map_[i] = tmp_compact_map[sparse_map_[i]]; + } + } +} + +// Writes to the given file. Returns false in case of error. +bool IndexMapBiDi::Serialize(FILE* fp) const { + if (!IndexMap::Serialize(fp)) return false; + // Make a vector containing the rest of the map. If the map is many-to-one + // then each additional sparse entry needs to be stored. + // Normally we store only the compact map to save space. + GenericVector remaining_pairs; + for (int i = 0; i < sparse_map_.size(); ++i) { + if (sparse_map_[i] >= 0 && compact_map_[sparse_map_[i]] != i) { + remaining_pairs.push_back(i); + remaining_pairs.push_back(sparse_map_[i]); + } + } + if (!remaining_pairs.Serialize(fp)) return false; + return true; +} + +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool IndexMapBiDi::DeSerialize(bool swap, FILE* fp) { + if (!IndexMap::DeSerialize(swap, fp)) return false; + GenericVector remaining_pairs; + if (!remaining_pairs.DeSerialize(swap, fp)) return false; + sparse_map_.init_to_size(sparse_size_, -1); + for (int i = 0; i < compact_map_.size(); ++i) { + sparse_map_[compact_map_[i]] = i; + } + for (int i = 0; i < remaining_pairs.size(); ++i) { + int sparse_index = remaining_pairs[i++]; + sparse_map_[sparse_index] = remaining_pairs[i]; + } + return true; +} + +// Bulk calls to SparseToCompact. +// Maps the given array of sparse indices to an array of compact indices. +// Assumes the input is sorted. The output indices are sorted and uniqued. +// Return value is the number of "missed" features, being features that +// don't map to the compact feature space. +int IndexMapBiDi::MapFeatures(const GenericVector& sparse, + GenericVector* compact) const { + compact->truncate(0); + int num_features = sparse.size(); + int missed_features = 0; + int prev_good_feature = -1; + for (int f = 0; f < num_features; ++f) { + int feature = sparse_map_[sparse[f]]; + if (feature >= 0) { + if (feature != prev_good_feature) { + compact->push_back(feature); + prev_good_feature = feature; + } + } else { + ++missed_features; + } + } + return missed_features; +} + +} // namespace tesseract. + diff --git a/3rdparty/hgOCR/include/ccutil/indexmapbidi.h b/3rdparty/hgOCR/include/ccutil/indexmapbidi.h new file mode 100644 index 00000000..50595133 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/indexmapbidi.h @@ -0,0 +1,180 @@ +/////////////////////////////////////////////////////////////////////// +// File: indexmapbidi.h +// Description: Bi-directional mapping between a sparse and compact space. +// Author: rays@google.com (Ray Smith) +// Created: Tue Apr 06 11:33:59 PDT 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_INDEXMAPBIDI_H_ +#define TESSERACT_CCUTIL_INDEXMAPBIDI_H_ + +#include +#include "genericvector.h" + +namespace tesseract { + +class IndexMapBiDi; + +// Bidirectional one-to-one mapping between a sparse and a compact discrete +// space. Many entries in the sparse space are unmapped, but those that are +// mapped have a 1-1 mapping to (and from) the compact space, where all +// values are used. This is useful for forming subsets of larger collections, +// such as subsets of character sets, or subsets of binary feature spaces. +// +// This base class provides basic functionality with binary search for the +// SparseToCompact mapping to save memory. +// For a faster inverse mapping, or to allow a many-to-one mapping, use +// IndexMapBiDi below. +// NOTE: there are currently no methods to setup an IndexMap on its own! +// It must be initialized by copying from an IndexMapBiDi or by DeSerialize. +class IndexMap { + public: + virtual ~IndexMap() {} + + // SparseToCompact takes a sparse index to an index in the compact space. + // Uses a binary search to find the result. For faster speed use + // IndexMapBiDi, but that takes more memory. + virtual int SparseToCompact(int sparse_index) const; + + // CompactToSparse takes a compact index to the corresponding index in the + // sparse space. + int CompactToSparse(int compact_index) const { + return compact_map_[compact_index]; + } + // The size of the sparse space. + virtual int SparseSize() const { + return sparse_size_; + } + // The size of the compact space. + int CompactSize() const { + return compact_map_.size(); + } + + // Copy from the input. + void CopyFrom(const IndexMap& src); + void CopyFrom(const IndexMapBiDi& src); + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + protected: + // The sparse space covers integers in the range [0, sparse_size_-1]. + int sparse_size_; + // The compact space covers integers in the range [0, compact_map_.size()-1]. + // Each element contains the corresponding sparse index. + GenericVector compact_map_; +}; + +// Bidirectional many-to-one mapping between a sparse and a compact discrete +// space. As with IndexMap, many entries may be unmapped, but unlike IndexMap, +// of those that are, many may be mapped to the same compact index. +// If the map is many-to-one, it is not possible to directly obtain all the +// sparse indices that map to a single compact index. +// This map is time- rather than space-efficient. It stores the entire sparse +// space. +// IndexMapBiDi may be initialized in one of 3 ways: +// 1. Init(size, true); +// Setup(); +// Sets a complete 1:1 mapping with no unmapped elements. +// 2. Init(size, false); +// for ... SetMap(index, true); +// Setup(); +// Specifies precisely which sparse indices are mapped. The mapping is 1:1. +// 3. Either of the above, followed by: +// for ... Merge(index1, index2); +// CompleteMerges(); +// Allows a many-to-one mapping by merging compact space indices. +class IndexMapBiDi : public IndexMap { + public: + virtual ~IndexMapBiDi() {} + + // Top-level init function in a single call to initialize a map to select + // a single contiguous subrange [start, end) of the sparse space to be mapped + // 1 to 1 to the compact space, with all other elements of the sparse space + // left unmapped. + // No need to call Setup after this. + void InitAndSetupRange(int sparse_size, int start, int end); + + // Initializes just the sparse_map_ to the given size with either all + // forward indices mapped (all_mapped = true) or none (all_mapped = false). + // Call Setup immediately after, or make calls to SetMap first to adjust the + // mapping and then call Setup before using the map. + void Init(int size, bool all_mapped); + // Sets a given index in the sparse_map_ to be mapped or not. + void SetMap(int sparse_index, bool mapped); + // Sets up the sparse_map_ and compact_map_ properly after Init and + // some calls to SetMap. Assumes an ordered 1-1 map from set indices + // in the sparse space to the compact space. + void Setup(); + + // Merges the two compact space indices. May be called many times, but + // the merges must be concluded by a call to CompleteMerges. + // Returns true if a merge was actually performed. + bool Merge(int compact_index1, int compact_index2); + // Returns true if the given compact index has been deleted. + bool IsCompactDeleted(int index) const { + return MasterCompactIndex(index) < 0; + } + // Completes one or more Merge operations by further compacting the + // compact space. + void CompleteMerges(); + + // SparseToCompact takes a sparse index to an index in the compact space. + virtual int SparseToCompact(int sparse_index) const { + return sparse_map_[sparse_index]; + } + // The size of the sparse space. + virtual int SparseSize() const { + return sparse_map_.size(); + } + + // Copy from the input. + void CopyFrom(const IndexMapBiDi& src); + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + + // Bulk calls to SparseToCompact. + // Maps the given array of sparse indices to an array of compact indices. + // Assumes the input is sorted. The output indices are sorted and uniqued. + // Return value is the number of "missed" features, being features that + // don't map to the compact feature space. + int MapFeatures(const GenericVector& sparse, + GenericVector* compact) const; + + private: + // Returns the master compact index for a given compact index. + // During a multiple merge operation, several compact indices may be + // combined, so we need to be able to find the master of all. + int MasterCompactIndex(int compact_index) const { + while (compact_index >= 0 && + sparse_map_[compact_map_[compact_index]] != compact_index) + compact_index = sparse_map_[compact_map_[compact_index]]; + return compact_index; + } + + // Direct look-up of the compact index for each element in sparse space. + GenericVector sparse_map_; +}; + +} // namespace tesseract. + +#endif // TESSERACT_CCUTIL_INDEXMAPBIDI_H_ diff --git a/3rdparty/hgOCR/include/ccutil/kdpair.h b/3rdparty/hgOCR/include/ccutil/kdpair.h new file mode 100644 index 00000000..bb7743ed --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/kdpair.h @@ -0,0 +1,189 @@ +// Copyright 2012 Google Inc. All Rights Reserved. +// Author: rays@google.com (Ray Smith) +/////////////////////////////////////////////////////////////////////// +// File: kdpair.h +// Description: Template pair class like STL pair but geared towards +// the Key+Data design pattern in which some data needs +// to be sorted or kept in a heap sorted on some separate key. +// Author: Ray Smith. +// Created: Thu Mar 15 14:48:05 PDT 2012 +// +// (C) Copyright 2012, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_KDPAIR_H_ +#define TESSERACT_CCUTIL_KDPAIR_H_ + +#include "genericvector.h" + +namespace tesseract { + +// A useful base struct to facilitate the common operation of sorting a vector +// of simple or smart-pointer data using a separate key. Similar to STL pair. +template +struct KDPair { + KDPair() {} + KDPair(Key k, Data d) : data(d), key(k) {} + + int operator==(const KDPair& other) const { + return key == other.key; + } + + // WARNING! Keep data as the first element! KDPairInc and KDPairDec depend + // on the order of these elements so they can downcast pointers appropriately + // for use by GenericHeap::Reshuffle. + Data data; + Key key; +}; +// Specialization of KDPair to provide operator< for sorting in increasing order +// and recasting of data pointers for use with DoublePtr. +template +struct KDPairInc : public KDPair { + KDPairInc() {} + KDPairInc(Key k, Data d) : KDPair(k, d) {} + // Operator< facilitates sorting in increasing order. + int operator<(const KDPairInc& other) const { + return this->key < other.key; + } + // Returns the input Data pointer recast to a KDPairInc pointer. + // Just casts a pointer to the first element to a pointer to the whole struct. + static KDPairInc* RecastDataPointer(Data* data_ptr) { + return reinterpret_cast(data_ptr); + } +}; +// Specialization of KDPair to provide operator< for sorting in decreasing order +// and recasting of data pointers for use with DoublePtr. +template +struct KDPairDec : public KDPair { + KDPairDec() {} + KDPairDec(Key k, Data d) : KDPair(k, d) {} + // Operator< facilitates sorting in decreasing order by using operator> on + // the key values. + int operator<(const KDPairDec& other) const { + return this->key > other.key; + } + // Returns the input Data pointer recast to a KDPairDec pointer. + // Just casts a pointer to the first element to a pointer to the whole struct. + static KDPairDec* RecastDataPointer(Data* data_ptr) { + return reinterpret_cast(data_ptr); + } +}; + +// A useful base class to facilitate the common operation of sorting a vector +// of owned pointer data using a separate key. This class owns its data pointer, +// deleting it when it has finished with it, and providing copy constructor and +// operator= that have move semantics so that the data does not get copied and +// only a single instance of KDPtrPair holds a specific data pointer. +template +class KDPtrPair { + public: + KDPtrPair() : data_(NULL) {} + KDPtrPair(Key k, Data* d) : data_(d), key_(k) {} + // Copy constructor steals the pointer from src and NULLs it in src, thereby + // moving the (single) ownership of the data. + KDPtrPair(KDPtrPair& src) : data_(src.data_), key_(src.key_) { + src.data_ = NULL; + } + // Destructor deletes data, assuming it is the sole owner. + ~KDPtrPair() { + delete this->data_; + this->data_ = NULL; + } + // Operator= steals the pointer from src and NULLs it in src, thereby + // moving the (single) ownership of the data. + void operator=(KDPtrPair& src) { + delete this->data_; + this->data_ = src.data_; + src.data_ = NULL; + this->key_ = src.key_; + } + + int operator==(const KDPtrPair& other) const { + return key_ == other.key_; + } + + // Accessors. + const Key& key() const { + return key_; + } + void set_key(const Key& new_key) { + key_ = new_key; + } + const Data* data() const { + return data_; + } + // Sets the data pointer, taking ownership of the data. + void set_data(Data* new_data) { + delete data_; + data_ = new_data; + } + // Relinquishes ownership of the data pointer (setting it to NULL). + Data* extract_data() { + Data* result = data_; + data_ = NULL; + return result; + } + + private: + // Data members are private to keep deletion of data_ encapsulated. + Data* data_; + Key key_; +}; +// Specialization of KDPtrPair to provide operator< for sorting in increasing +// order. +template +struct KDPtrPairInc : public KDPtrPair { + // Since we are doing non-standard stuff we have to duplicate *all* the + // constructors and operator=. + KDPtrPairInc() : KDPtrPair() {} + KDPtrPairInc(Key k, Data* d) : KDPtrPair(k, d) {} + KDPtrPairInc(KDPtrPairInc& src) : KDPtrPair(src) {} + void operator=(KDPtrPairInc& src) { + KDPtrPair::operator=(src); + } + // Operator< facilitates sorting in increasing order. + int operator<(const KDPtrPairInc& other) const { + return this->key() < other.key(); + } +}; +// Specialization of KDPtrPair to provide operator< for sorting in decreasing +// order. +template +struct KDPtrPairDec : public KDPtrPair { + // Since we are doing non-standard stuff we have to duplicate *all* the + // constructors and operator=. + KDPtrPairDec() : KDPtrPair() {} + KDPtrPairDec(Key k, Data* d) : KDPtrPair(k, d) {} + KDPtrPairDec(KDPtrPairDec& src) : KDPtrPair(src) {} + void operator=(KDPtrPairDec& src) { + KDPtrPair::operator=(src); + } + // Operator< facilitates sorting in decreasing order by using operator> on + // the key values. + int operator<(const KDPtrPairDec& other) const { + return this->key() > other.key(); + } +}; + +// Specialization for a pair of ints in increasing order. +typedef KDPairInc IntKDPair; + +// Vector of IntKDPair. +class KDVector : public GenericVector { + // TODO(rays) Add some code to manipulate a KDVector. For now there + // is nothing and this class is effectively a specialization typedef. +}; + +} // namespace tesseract + +#endif // TESSERACT_CCUTIL_KDPAIR_H_ diff --git a/3rdparty/hgOCR/include/ccutil/lsterr.h b/3rdparty/hgOCR/include/ccutil/lsterr.h new file mode 100644 index 00000000..82497ae8 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/lsterr.h @@ -0,0 +1,43 @@ +/********************************************************************** + * File: lsterr.h (Formerly listerr.h) + * Description: Errors shared by list modules + * Author: Phil Cheatle + * Created: Wed Jan 23 09:10:35 GMT 1991 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "errcode.h" //must be last include + +#ifndef LSTERR_H +#define LSTERR_H + +const ERRCODE DONT_CONSTRUCT_LIST_BY_COPY = +"Can't create a list by assignment"; +const ERRCODE DONT_ASSIGN_LISTS = "Can't assign to lists"; +const ERRCODE SERIALISE_LINKS = "Attempted to (de)serialise a link element"; + +#ifndef NDEBUG + +const ERRCODE NO_LIST = "Iterator not set to a list"; +const ERRCODE NULL_OBJECT = "List found this = NULL!"; +const ERRCODE NULL_DATA = "List would have returned a NULL data pointer"; +const ERRCODE NULL_CURRENT = "List current position is NULL"; +const ERRCODE NULL_NEXT = "Next element on the list is NULL"; +const ERRCODE NULL_PREV = "Previous element on the list is NULL"; +const ERRCODE EMPTY_LIST = "List is empty"; +const ERRCODE BAD_PARAMETER = "List parameter error"; +const ERRCODE STILL_LINKED = + "Attempting to add an element with non NULL links, to a list"; +#endif +#endif diff --git a/3rdparty/hgOCR/include/ccutil/mainblk.cpp b/3rdparty/hgOCR/include/ccutil/mainblk.cpp new file mode 100644 index 00000000..0de3d054 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/mainblk.cpp @@ -0,0 +1,110 @@ +/********************************************************************** + * File: mainblk.c (Formerly main.c) + * Description: Function to call from main() to setup. + * Author: Ray Smith + * Created: Tue Oct 22 11:09:40 BST 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "fileerr.h" +#ifdef __UNIX__ +#include +#include +#else +#include +#endif +#include +#include "ccutil.h" + +#define VARDIR "configs/" /**< variables files */ +#define EXTERN + +const ERRCODE NO_PATH = +"Warning:explicit path for executable will not be used for configs"; +static const ERRCODE USAGE = "Usage"; + +namespace tesseract { + /********************************************************************** + * main_setup + * + * Main for mithras demo program. Read the arguments and set up globals. + **********************************************************************/ + + /** + * @brief CCUtil::main_setup - set location of tessdata and name of image + * + * @param argv0 - paths to the directory with language files and config files. + * An actual value of argv0 is used if not NULL, otherwise TESSDATA_PREFIX is + * used if not NULL, next try to use compiled in -DTESSDATA_PREFIX. If previous + * is not successful - use current directory. + * @param basename - name of image + */ + void CCUtil::main_setup(const char *argv0, const char *basename) { + imagebasename = basename; /**< name of image */ + + char *tessdata_prefix = getenv("TESSDATA_PREFIX"); + + if (argv0 != NULL) { + /* Use tessdata prefix from the command line. */ + datadir = argv0; + } + else if (tessdata_prefix) { + /* Use tessdata prefix from the environment. */ + datadir = tessdata_prefix; +#if defined(_WIN32) + } + else if (datadir == NULL || access(datadir.string(), 0) != 0) { + /* Look for tessdata in directory of executable. */ + static char dir[128]; + static char exe[128]; + DWORD length = GetModuleFileName(NULL, exe, sizeof(exe)); + if (length > 0 && length < sizeof(exe)) { + _splitpath(exe, NULL, dir, NULL, NULL); + datadir = dir; + } +#endif /* _WIN32 */ +#if defined(TESSDATA_PREFIX) + } + else { + /* Use tessdata prefix which was compiled in. */ +#define _STR(a) #a +#define _XSTR(a) _STR(a) + datadir = _XSTR(TESSDATA_PREFIX); +#undef _XSTR +#undef _STR +#endif + } + + // datadir may still be empty: + if (datadir.length() == 0) { + datadir = "./"; + } + else { + // Remove tessdata from the end if present, as we will add it back! + int length = datadir.length(); + if (length >= 8 && strcmp(&datadir[length - 8], "tessdata") == 0) + datadir.truncate_at(length - 8); + else if (length >= 9 && strcmp(&datadir[length - 9], "tessdata/") == 0) + datadir.truncate_at(length - 9); + } + + // check for missing directory separator + const char *lastchar = datadir.string(); + lastchar += datadir.length() - 1; + if ((strcmp(lastchar, "/") != 0) && (strcmp(lastchar, "\\") != 0)) + datadir += "/"; + + datadir += m_data_sub_dir; /**< data directory */ + } +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccutil/memry.cpp b/3rdparty/hgOCR/include/ccutil/memry.cpp new file mode 100644 index 00000000..925efda8 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/memry.cpp @@ -0,0 +1,61 @@ +/********************************************************************** + * File: memry.c (Formerly memory.c) + * Description: Memory allocation with builtin safety checks. + * Author: Ray Smith + * Created: Wed Jan 22 09:43:33 GMT 1992 + * + * (C) Copyright 1992, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "memry.h" +#include + +// With improvements in OS memory allocators, internal memory management +// is no longer required, so all these functions now map to their malloc +// family equivalents. + +// TODO(rays) further cleanup by redirecting calls to new and creating proper +// constructors. + +char *alloc_string(inT32 count) { + // Round up the amount allocated to a multiple of 4 + return static_cast(malloc((count + 3) & ~3)); +} + +void free_string(char *string) { + free(string); +} + +void* alloc_struct(inT32 count, const char *) { + return malloc(count); +} + +void free_struct(void *deadstruct, inT32, const char *) { + free(deadstruct); +} + +void *alloc_mem(inT32 count) { + return malloc(static_cast(count)); +} + +void *alloc_big_zeros(inT32 count) { + return calloc(static_cast(count), 1); +} + +void free_mem(void *oldchunk) { + free(oldchunk); +} + +void free_big_mem(void *oldchunk) { + free(oldchunk); +} diff --git a/3rdparty/hgOCR/include/ccutil/memry.h b/3rdparty/hgOCR/include/ccutil/memry.h new file mode 100644 index 00000000..66e146e6 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/memry.h @@ -0,0 +1,43 @@ +/********************************************************************** + * File: memry.h (Formerly memory.h) + * Description: Header file for basic memory allocation/deallocation. + * Author: Ray Smith + * Created: Tue May 8 16:03:48 BST 1990 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef MEMRY_H +#define MEMRY_H + +#include +#include "host.h" + +// allocate string +extern char *alloc_string(inT32 count); +// free a string. +extern void free_string(char *string); +// allocate memory +extern void *alloc_struct(inT32 count, const char *name = NULL); +// free a structure. +extern void free_struct(void *deadstruct, inT32, const char *name = NULL); +// get some memory +extern void *alloc_mem(inT32 count); +// get some memory initialized to 0. +extern void *alloc_big_zeros(inT32 count); +// free mem from alloc_mem +extern void free_mem(void *oldchunk); +// free mem from alloc_big_zeros +extern void free_big_mem(void *oldchunk); + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/ndminx.h b/3rdparty/hgOCR/include/ccutil/ndminx.h new file mode 100644 index 00000000..9eee76c0 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/ndminx.h @@ -0,0 +1,31 @@ +/********************************************************************** + * File: ndminx.h (Formerly ndminmax.h) + * Description: Extended ascii chars + * Author: Phil Cheatle + * Created: Mon Mar 29 14:46:01 BST 1993 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef NDMINX_H +#define NDMINX_H + +#ifndef MAX +#define MAX(x,y) (((x) >= (y))?(x):(y)) +#endif + +#ifndef MIN +#define MIN(x,y) (((x) <= (y))?(x):(y)) +#endif + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/nwmain.h b/3rdparty/hgOCR/include/ccutil/nwmain.h new file mode 100644 index 00000000..a9b1926a --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/nwmain.h @@ -0,0 +1,175 @@ +/********************************************************************** + * File: nwmain.h + * Description: Tool to declare main, making windows invisible. + * Author: Ray Smith + * Created: Fri Sep 07 13:27:50 MDT 1995 + * + * (C) Copyright 1995, Hewlett-Packard Co. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef RUNMAIN_H +#define RUNMAIN_H + +#include "host.h" +#include "params.h" + +#define DECLARE_MAIN(ARGC,ARGV)\ +STRING_VAR(init_config_file,"config","Config file to read on startup");\ +REALLY_DECLARE_MAIN(ARGC,ARGV) + +#define DECLARE_MAIN_CONFIG(ARGC,ARGV,NAME)\ +STRING_VAR(init_config_file,NAME,"Config file to read on startup");\ +REALLY_DECLARE_MAIN(ARGC,ARGV) + +#ifndef __UNIX__ + +#define REALLY_DECLARE_MAIN(ARGC,ARGV)\ +\ +/**********************************************************************\ +* parse_args\ +*\ +* Turn a list of args into a new list of args with each separate\ +* whitespace spaced string being an arg.\ +**********************************************************************/\ +\ +inT32 parse_args( /*refine arg list*/\ +inT32 argc, /*no of input args*/\ +char *argv[], /*input args*/\ +char *arglist[] /*output args*/\ +)\ +{\ + inT32 argcount; /*converted argc*/\ + char *testchar; /*char in option string*/\ + inT32 arg; /*current argument*/\ +\ + argcount=0; /*no of options*/\ + for (arg=0;argm_pszExeName);\ + argsin[1]=strdup(theapp->m_lpCmdLine);\ +/*allocate memory for the args. There can never be more than half*/\ +/*the total number of characters in the arguments.*/\ + argv=(char**)malloc(((strlen(argsin[0])+strlen(argsin[1]))/2+1)*sizeof(char*));\ +\ +/*now construct argv as it should be for C.*/\ + argc=parse_args(2,argsin,argv);\ +\ +/*call main(argc,argv) here*/\ + exit_code=real_main(argc,(const char **)argv);\ +\ +\ +/*now get rid of the main app window*/\ + if (theapp!=NULL && theapp->m_pMainWnd!=NULL)\ + PostMessage(theapp->m_pMainWnd->m_hWnd,WM_QUIT,0,0);\ + free(argsin[0]);\ + free(argsin[1]);\ + free(argv);\ + global_exit_code=exit_code;\ + return exit_code;\ +}\ +\ +inT32 real_main(inT32 ARGC,const char* ARGV[])\ + +#else + +#define REALLY_DECLARE_MAIN(ARGC,ARGV)\ +\ +/**********************************************************************\ +* parse_args\ +*\ +* Turn a list of args into a new list of args with each separate\ +* whitespace spaced string being an arg.\ +**********************************************************************/\ +\ +inT32 parse_args( /*refine arg list*/\ +inT32 argc, /*no of input args*/\ +char *argv[], /*input args*/\ +char *arglist[] /*output args*/\ +)\ +{\ + inT32 argcount; /*converted argc*/\ + char *testchar; /*char in option string*/\ + inT32 arg; /*current argument*/\ +\ + argcount=0; /*no of options*/\ + for (arg=0;arg +class ObjectCache { + public: + ObjectCache() {} + ~ObjectCache() { + mu_.Lock(); + for (int i = 0; i < cache_.size(); i++) { + if (cache_[i].count > 0) { + tprintf("ObjectCache(%p)::~ObjectCache(): WARNING! LEAK! object %p " + "still has count %d (id %s)\n", + this, cache_[i].object, cache_[i].count, + cache_[i].id.string()); + } else { + delete cache_[i].object; + cache_[i].object = NULL; + } + } + mu_.Unlock(); + } + + // Return a pointer to the object identified by id. + // If we haven't yet loaded the object, use loader to load it. + // If loader fails to load it, record a NULL entry in the cache + // and return NULL -- further attempts to load will fail (even + // with a different loader) until DeleteUnusedObjects() is called. + // We delete the given loader. + T *Get(STRING id, + TessResultCallback *loader) { + T *retval = NULL; + mu_.Lock(); + for (int i = 0; i < cache_.size(); i++) { + if (id == cache_[i].id) { + retval = cache_[i].object; + if (cache_[i].object != NULL) { + cache_[i].count++; + } + mu_.Unlock(); + delete loader; + return retval; + } + } + cache_.push_back(ReferenceCount()); + ReferenceCount &rc = cache_.back(); + rc.id = id; + retval = rc.object = loader->Run(); + rc.count = (retval != NULL) ? 1 : 0; + mu_.Unlock(); + return retval; + } + + // Decrement the count for t. + // Return whether we knew about the given pointer. + bool Free(T *t) { + if (t == NULL) return false; + mu_.Lock(); + for (int i = 0; i < cache_.size(); i++) { + if (cache_[i].object == t) { + --cache_[i].count; + mu_.Unlock(); + return true; + } + } + mu_.Unlock(); + return false; + } + + void DeleteUnusedObjects() { + mu_.Lock(); + for (int i = cache_.size() - 1; i >= 0; i--) { + if (cache_[i].count <= 0) { + delete cache_[i].object; + cache_.remove(i); + } + } + mu_.Unlock(); + } + + private: + struct ReferenceCount { + STRING id; // A unique ID to identify the object (think path on disk) + T *object; // A copy of the object in memory. Can be delete'd. + int count; // A count of the number of active users of this object. + }; + + CCUtilMutex mu_; + GenericVector cache_; +}; + +} // namespace tesseract + + +#endif // TESSERACT_CCUTIL_OBJECT_CACHE_H_ diff --git a/3rdparty/hgOCR/include/ccutil/ocrclass.h b/3rdparty/hgOCR/include/ccutil/ocrclass.h new file mode 100644 index 00000000..cb83c6d6 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/ocrclass.h @@ -0,0 +1,167 @@ +/********************************************************************** + * File: ocrclass.h + * Description: Class definitions and constants for the OCR API. + * Author: Hewlett-Packard Co + * + * (C) Copyright 1996, Hewlett-Packard Co. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +/********************************************************************** + * This file contains typedefs for all the structures used by + * the HP OCR interface. + * The code is designed to be used with either a C or C++ compiler. + * The structures are designed to allow them to be used with any + * structure alignment up to 8. + **********************************************************************/ + +#ifndef CCUTIL_OCRCLASS_H_ +#define CCUTIL_OCRCLASS_H_ + +#ifndef __GNUC__ +#ifdef _WIN32 +#include "gettimeofday.h" +#endif +#else +#include +#endif +#include +#include "host.h" + +/*Maximum lengths of various strings*/ +#define MAX_FONT_NAME 34 /*name of font */ +#define MAX_OCR_NAME 32 /*name of engine */ +#define MAX_OCR_VERSION 17 /*version code of engine */ + +/*pitch set definitions are identical to RTF*/ +#define PITCH_DEF 0 /*default */ +#define PITCH_FIXED 1 /*fixed pitch */ +#define PITCH_VAR 2 /*variable pitch */ + +/********************************************************************** + * EANYCODE_CHAR + * Description of a single character. The character code is defined by + * the character set of the current font. + * Output text is sent as an array of these structures. + * Spaces and line endings in the output are represented in the + * structures of the surrounding characters. They are not directly + * represented as characters. + * The first character in a word has a positive value of blanks. + * Missing information should be set to the defaults in the comments. + * If word bounds are known, but not character bounds, then the top and + * bottom of each character should be those of the word. The left of the + * first and right of the last char in each word should be set. All other + * lefts and rights should be set to -1. + * If set, the values of right and bottom are left+width and top+height. + * Most of the members come directly from the parameters to ocr_append_char. + * The formatting member uses the enhancement parameter and combines the + * line direction stuff into the top 3 bits. + * The coding is 0=RL char, 1=LR char, 2=DR NL, 3=UL NL, 4=DR Para, + * 5=UL Para, 6=TB char, 7=BT char. API users do not need to know what + * the coding is, only that it is backwards compatible with the previous + * version. + **********************************************************************/ + +typedef struct { /*single character */ +// It should be noted that the format for char_code for version 2.0 and beyond +// is UTF8 which means that ASCII characters will come out as one structure but +// other characters will be returned in two or more instances of this structure +// with a single byte of the UTF8 code in each, but each will have the same +// bounding box. Programs which want to handle languagues with different +// characters sets will need to handle extended characters appropriately, but +// *all* code needs to be prepared to receive UTF8 coded characters for +// characters such as bullet and fancy quotes. + uinT16 char_code; /*character itself */ + inT16 left; /*of char (-1) */ + inT16 right; /*of char (-1) */ + inT16 top; /*of char (-1) */ + inT16 bottom; /*of char (-1) */ + inT16 font_index; /*what font (0) */ + uinT8 confidence; /*0=perfect, 100=reject (0/100) */ + uinT8 point_size; /*of char, 72=i inch, (10) */ + inT8 blanks; /*no of spaces before this char (1) */ + uinT8 formatting; /*char formatting (0) */ +} EANYCODE_CHAR; /*single character */ + +/********************************************************************** + * ETEXT_DESC + * Description of the output of the OCR engine. + * This structure is used as both a progress monitor and the final + * output header, since it needs to be a valid progress monitor while + * the OCR engine is storing its output to shared memory. + * During progress, all the buffer info is -1. + * Progress starts at 0 and increases to 100 during OCR. No other constraint. + * Additionally the progress callback contains the bounding box of the word that + * is currently being processed. + * Every progress callback, the OCR engine must set ocr_alive to 1. + * The HP side will set ocr_alive to 0. Repeated failure to reset + * to 1 indicates that the OCR engine is dead. + * If the cancel function is not null then it is called with the number of + * user words found. If it returns true then operation is cancelled. + **********************************************************************/ +typedef bool (*CANCEL_FUNC)(void* cancel_this, int words); +typedef bool (*PROGRESS_FUNC)(int progress, int left, int right, int top, + int bottom); + +class ETEXT_DESC { // output header + public: + inT16 count; /// chars in this buffer(0) + inT16 progress; /// percent complete increasing (0-100) + /** Progress monitor covers word recognition and it does not cover layout + * analysis. + * See Ray comment in https://github.com/tesseract-ocr/tesseract/pull/27 */ + inT8 more_to_come; /// true if not last + volatile inT8 ocr_alive; /// ocr sets to 1, HP 0 + inT8 err_code; /// for errcode use + CANCEL_FUNC cancel; /// returns true to cancel + PROGRESS_FUNC progress_callback; /// called whenever progress increases + void* cancel_this; /// this or other data for cancel + struct timeval end_time; /// Time to stop. Expected to be set only + /// by call to set_deadline_msecs(). + EANYCODE_CHAR text[1]; /// character data + + ETEXT_DESC() + : count(0), + progress(0), + more_to_come(0), + ocr_alive(0), + err_code(0), + cancel(NULL), + progress_callback(NULL), + cancel_this(NULL) { + end_time.tv_sec = 0; + end_time.tv_usec = 0; + } + + // Sets the end time to be deadline_msecs milliseconds from now. + void set_deadline_msecs(inT32 deadline_msecs) { + gettimeofday(&end_time, NULL); + inT32 deadline_secs = deadline_msecs / 1000; + end_time.tv_sec += deadline_secs; + end_time.tv_usec += (deadline_msecs - deadline_secs * 1000) * 1000; + if (end_time.tv_usec > 1000000) { + end_time.tv_usec -= 1000000; + ++end_time.tv_sec; + } + } + + // Returns false if we've not passed the end_time, or have not set a deadline. + bool deadline_exceeded() const { + if (end_time.tv_sec == 0 && end_time.tv_usec == 0) return false; + struct timeval now; + gettimeofday(&now, NULL); + return (now.tv_sec > end_time.tv_sec || (now.tv_sec == end_time.tv_sec && + now.tv_usec > end_time.tv_usec)); + } +}; + +#endif // CCUTIL_OCRCLASS_H_ diff --git a/3rdparty/hgOCR/include/ccutil/params.cpp b/3rdparty/hgOCR/include/ccutil/params.cpp new file mode 100644 index 00000000..7ae26530 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/params.cpp @@ -0,0 +1,224 @@ +/********************************************************************** + * File: params.cpp + * Description: Initialization and setting of Tesseract parameters. + * Author: Ray Smith + * Created: Fri Feb 22 16:22:34 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include +#include +#include + +#include "genericvector.h" +#include "scanutils.h" +#include "tprintf.h" +#include "params.h" + +#define PLUS '+' //flag states +#define MINUS '-' +#define EQUAL '=' + +tesseract::ParamsVectors *GlobalParams() { + static tesseract::ParamsVectors global_params = tesseract::ParamsVectors(); + return &global_params; +} + +namespace tesseract { + +bool ParamUtils::ReadParamsFile(const char *file, + SetParamConstraint constraint, + ParamsVectors *member_params) { + inT16 nameoffset; // offset for real name + FILE *fp; // file pointer + // iterators + + if (*file == PLUS) { + nameoffset = 1; + } else if (*file == MINUS) { + nameoffset = 1; + } else { + nameoffset = 0; + } + + fp = fopen(file + nameoffset, "rb"); + if (fp == NULL) { + tprintf("read_params_file: Can't open %s\n", file + nameoffset); + return true; + } + const bool anyerr = ReadParamsFromFp(fp, -1, constraint, member_params); + fclose(fp); + return anyerr; +} + +bool ParamUtils::ReadParamsFromFp(FILE *fp, inT64 end_offset, + SetParamConstraint constraint, + ParamsVectors *member_params) { + char line[MAX_PATH]; // input line + bool anyerr = false; // true if any error + bool foundit; // found parameter + char *valptr; // value field + + while ((end_offset < 0 || ftell(fp) < end_offset) && + fgets(line, MAX_PATH, fp)) { + if (line[0] != '\r' && line[0] != '\n' && line[0] != '#') { + chomp_string(line); // remove newline + for (valptr = line; *valptr && *valptr != ' ' && *valptr != '\t'; + valptr++); + if (*valptr) { // found blank + *valptr = '\0'; // make name a string + do + valptr++; // find end of blanks + while (*valptr == ' ' || *valptr == '\t'); + } + foundit = SetParam(line, valptr, constraint, member_params); + + if (!foundit) { + anyerr = true; // had an error + tprintf("read_params_file: parameter not found: %s\n", line); + exit(1); + } + } + } + return anyerr; +} + +bool ParamUtils::SetParam(const char *name, const char* value, + SetParamConstraint constraint, + ParamsVectors *member_params) { + // Look for the parameter among string parameters. + StringParam *sp = FindParam(name, GlobalParams()->string_params, + member_params->string_params); + if (sp != NULL && sp->constraint_ok(constraint)) sp->set_value(value); + if (*value == '\0') return (sp != NULL); + + // Look for the parameter among int parameters. + int intval; + IntParam *ip = FindParam(name, GlobalParams()->int_params, + member_params->int_params); + if (ip && ip->constraint_ok(constraint) && + sscanf(value, "%d", &intval) == 1) ip->set_value(intval); + + // Look for the parameter among bool parameters. + BoolParam *bp = FindParam(name, GlobalParams()->bool_params, + member_params->bool_params); + if (bp != NULL && bp->constraint_ok(constraint)) { + if (*value == 'T' || *value == 't' || + *value == 'Y' || *value == 'y' || *value == '1') { + bp->set_value(true); + } else if (*value == 'F' || *value == 'f' || + *value == 'N' || *value == 'n' || *value == '0') { + bp->set_value(false); + } + } + + // Look for the parameter among double parameters. + double doubleval; + DoubleParam *dp = FindParam(name, GlobalParams()->double_params, + member_params->double_params); + if (dp != NULL && dp->constraint_ok(constraint)) { +#ifdef EMBEDDED + doubleval = strtofloat(value); +#else + if (sscanf(value, "%lf", &doubleval) == 1) +#endif + dp->set_value(doubleval); + } + return (sp || ip || bp || dp); +} + +bool ParamUtils::GetParamAsString(const char *name, + const ParamsVectors* member_params, + STRING *value) { + // Look for the parameter among string parameters. + StringParam *sp = FindParam(name, GlobalParams()->string_params, + member_params->string_params); + if (sp) { + *value = sp->string(); + return true; + } + // Look for the parameter among int parameters. + IntParam *ip = FindParam(name, GlobalParams()->int_params, + member_params->int_params); + if (ip) { + char buf[128]; + snprintf(buf, sizeof(buf), "%d", inT32(*ip)); + *value = buf; + return true; + } + // Look for the parameter among bool parameters. + BoolParam *bp = FindParam(name, GlobalParams()->bool_params, + member_params->bool_params); + if (bp != NULL) { + *value = BOOL8(*bp) ? "1": "0"; + return true; + } + // Look for the parameter among double parameters. + DoubleParam *dp = FindParam(name, GlobalParams()->double_params, + member_params->double_params); + if (dp != NULL) { + char buf[128]; + snprintf(buf, sizeof(buf), "%g", double(*dp)); + *value = buf; + return true; + } + return false; +} + +void ParamUtils::PrintParams(FILE *fp, const ParamsVectors *member_params) { + int v, i; + int num_iterations = (member_params == NULL) ? 1 : 2; + for (v = 0; v < num_iterations; ++v) { + const ParamsVectors *vec = (v == 0) ? GlobalParams() : member_params; + for (i = 0; i < vec->int_params.size(); ++i) { + fprintf(fp, "%s\t%d\t%s\n", vec->int_params[i]->name_str(), + (inT32)(*vec->int_params[i]), vec->int_params[i]->info_str()); + } + for (i = 0; i < vec->bool_params.size(); ++i) { + fprintf(fp, "%s\t%d\t%s\n", vec->bool_params[i]->name_str(), + (BOOL8)(*vec->bool_params[i]), vec->bool_params[i]->info_str()); + } + for (int i = 0; i < vec->string_params.size(); ++i) { + fprintf(fp, "%s\t%s\t%s\n", vec->string_params[i]->name_str(), + vec->string_params[i]->string(), vec->string_params[i]->info_str()); + } + for (int i = 0; i < vec->double_params.size(); ++i) { + fprintf(fp, "%s\t%g\t%s\n", vec->double_params[i]->name_str(), + (double)(*vec->double_params[i]), vec->double_params[i]->info_str()); + } + } +} + +// Resets all parameters back to default values; +void ParamUtils::ResetToDefaults(ParamsVectors* member_params) { + int v, i; + int num_iterations = (member_params == NULL) ? 1 : 2; + for (v = 0; v < num_iterations; ++v) { + ParamsVectors *vec = (v == 0) ? GlobalParams() : member_params; + for (i = 0; i < vec->int_params.size(); ++i) { + vec->int_params[i]->ResetToDefault(); + } + for (i = 0; i < vec->bool_params.size(); ++i) { + vec->bool_params[i]->ResetToDefault(); + } + for (int i = 0; i < vec->string_params.size(); ++i) { + vec->string_params[i]->ResetToDefault(); + } + for (int i = 0; i < vec->double_params.size(); ++i) { + vec->double_params[i]->ResetToDefault(); + } + } +} + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccutil/params.h b/3rdparty/hgOCR/include/ccutil/params.h new file mode 100644 index 00000000..c168dbe4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/params.h @@ -0,0 +1,325 @@ +/********************************************************************** + * File: params.h + * Description: Class definitions of the *_VAR classes for tunable constants. + * Author: Ray Smith + * Created: Fri Feb 22 11:26:25 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef PARAMS_H +#define PARAMS_H + +#include + +#include "genericvector.h" +#include "strngs.h" + +namespace tesseract { + +class IntParam; +class BoolParam; +class StringParam; +class DoubleParam; + +// Enum for constraints on what kind of params should be set by SetParam(). +enum SetParamConstraint { + SET_PARAM_CONSTRAINT_NONE, + SET_PARAM_CONSTRAINT_DEBUG_ONLY, + SET_PARAM_CONSTRAINT_NON_DEBUG_ONLY, + SET_PARAM_CONSTRAINT_NON_INIT_ONLY, +}; + +struct ParamsVectors { + GenericVector int_params; + GenericVector bool_params; + GenericVector string_params; + GenericVector double_params; +}; + +// Utility functions for working with Tesseract parameters. +class ParamUtils { + public: + // Reads a file of parameter definitions and set/modify the values therein. + // If the filename begins with a + or -, the BoolVariables will be + // ORed or ANDed with any current values. + // Blank lines and lines beginning # are ignored. + // Values may have any whitespace after the name and are the rest of line. + static bool TESS_API ReadParamsFile( + const char *file, // filename to read + SetParamConstraint constraint, + ParamsVectors *member_params); + + // Read parameters from the given file pointer (stop at end_offset). + static bool ReadParamsFromFp(FILE *fp, inT64 end_offset, + SetParamConstraint constraint, + ParamsVectors *member_params); + + // Set a parameters to have the given value. + static bool SetParam(const char *name, const char* value, + SetParamConstraint constraint, + ParamsVectors *member_params); + + // Returns the pointer to the parameter with the given name (of the + // appropriate type) if it was found in the vector obtained from + // GlobalParams() or in the given member_params. + template + static T *FindParam(const char *name, + const GenericVector &global_vec, + const GenericVector &member_vec) { + int i; + for (i = 0; i < global_vec.size(); ++i) { + if (strcmp(global_vec[i]->name_str(), name) == 0) return global_vec[i]; + } + for (i = 0; i < member_vec.size(); ++i) { + if (strcmp(member_vec[i]->name_str(), name) == 0) return member_vec[i]; + } + return NULL; + } + // Removes the given pointer to the param from the given vector. + template + static void RemoveParam(T *param_ptr, GenericVector *vec) { + for (int i = 0; i < vec->size(); ++i) { + if ((*vec)[i] == param_ptr) { + vec->remove(i); + return; + } + } + } + // Fetches the value of the named param as a STRING. Returns false if not + // found. + static bool GetParamAsString(const char *name, + const ParamsVectors* member_params, + STRING *value); + + // Print parameters to the given file. + static void PrintParams(FILE *fp, const ParamsVectors *member_params); + + // Resets all parameters back to default values; + static void ResetToDefaults(ParamsVectors* member_params); +}; + +// Definition of various parameter types. +class Param { + public: + ~Param() {} + + const char *name_str() const { return name_; } + const char *info_str() const { return info_; } + bool is_init() const { return init_; } + bool is_debug() const { return debug_; } + bool constraint_ok(SetParamConstraint constraint) const { + return (constraint == SET_PARAM_CONSTRAINT_NONE || + (constraint == SET_PARAM_CONSTRAINT_DEBUG_ONLY && + this->is_debug()) || + (constraint == SET_PARAM_CONSTRAINT_NON_DEBUG_ONLY && + !this->is_debug()) || + (constraint == SET_PARAM_CONSTRAINT_NON_INIT_ONLY && + !this->is_init())); + } + + protected: + Param(const char *name, const char *comment, bool init) : + name_(name), info_(comment), init_(init) { + debug_ = (strstr(name, "debug") != NULL) || (strstr(name, "display")); + } + + const char *name_; // name of this parameter + const char *info_; // for menus + bool init_; // needs to be set before init + bool debug_; +}; + +class IntParam : public Param { + public: + IntParam(inT32 value, const char *name, const char *comment, bool init, + ParamsVectors *vec) : Param(name, comment, init) { + value_ = value; + default_ = value; + params_vec_ = &(vec->int_params); + vec->int_params.push_back(this); + } + ~IntParam() { ParamUtils::RemoveParam(this, params_vec_); } + operator inT32() const { return value_; } + void operator=(inT32 value) { value_ = value; } + void set_value(inT32 value) { value_ = value; } + void ResetToDefault() { + value_ = default_; + } + + private: + inT32 value_; + inT32 default_; + // Pointer to the vector that contains this param (not owened by this class). + GenericVector *params_vec_; +}; + +class BoolParam : public Param { + public: + BoolParam(bool value, const char *name, const char *comment, bool init, + ParamsVectors *vec) : Param(name, comment, init) { + value_ = value; + default_ = value; + params_vec_ = &(vec->bool_params); + vec->bool_params.push_back(this); + } + ~BoolParam() { ParamUtils::RemoveParam(this, params_vec_); } + operator BOOL8() const { return value_; } + void operator=(BOOL8 value) { value_ = value; } + void set_value(BOOL8 value) { value_ = value; } + void ResetToDefault() { + value_ = default_; + } + + private: + BOOL8 value_; + BOOL8 default_; + // Pointer to the vector that contains this param (not owned by this class). + GenericVector *params_vec_; +}; + +class StringParam : public Param { + public: + StringParam(const char *value, const char *name, + const char *comment, bool init, + ParamsVectors *vec) : Param(name, comment, init) { + value_ = value; + default_ = value; + params_vec_ = &(vec->string_params); + vec->string_params.push_back(this); + } + ~StringParam() { ParamUtils::RemoveParam(this, params_vec_); } + operator STRING &() { return value_; } + const char *string() const { return value_.string(); } + const char *c_str() const { return value_.string(); } + bool empty() { return value_.length() <= 0; } + bool operator==(const STRING& other) { return value_ == other; } + void operator=(const STRING& value) { value_ = value; } + void set_value(const STRING& value) { value_ = value; } + void ResetToDefault() { + value_ = default_; + } + + private: + STRING value_; + STRING default_; + // Pointer to the vector that contains this param (not owened by this class). + GenericVector *params_vec_; +}; + +class DoubleParam : public Param { + public: + DoubleParam(double value, const char *name, const char *comment, + bool init, ParamsVectors *vec) : Param(name, comment, init) { + value_ = value; + default_ = value; + params_vec_ = &(vec->double_params); + vec->double_params.push_back(this); + } + ~DoubleParam() { ParamUtils::RemoveParam(this, params_vec_); } + operator double() const { return value_; } + void operator=(double value) { value_ = value; } + void set_value(double value) { value_ = value; } + void ResetToDefault() { + value_ = default_; + } + + private: + double value_; + double default_; + // Pointer to the vector that contains this param (not owned by this class). + GenericVector *params_vec_; +}; + +} // namespace tesseract + +// Global parameter lists. +// +// To avoid the problem of undetermined order of static initialization +// global_params are accessed through the GlobalParams function that +// initializes the static pointer to global_params only on the first +// first time GlobalParams() is called. +// +// TODO(daria): remove GlobalParams() when all global Tesseract +// parameters are converted to members. +tesseract::ParamsVectors TESS_API *GlobalParams(); + +/************************************************************************* + * Note on defining parameters. + * + * The values of the parameters defined with *_INIT_* macros are guaranteed + * to be loaded from config files before Tesseract initialization is done + * (there is no such guarantee for parameters defined with the other macros). + *************************************************************************/ + +#define INT_VAR_H(name,val,comment)\ + tesseract::IntParam name + +#define BOOL_VAR_H(name,val,comment)\ + tesseract::BoolParam name + +#define STRING_VAR_H(name,val,comment)\ + tesseract::StringParam name + +#define double_VAR_H(name,val,comment)\ + tesseract::DoubleParam name + +#define INT_VAR(name,val,comment)\ + tesseract::IntParam name(val,#name,comment,false,GlobalParams()) + +#define BOOL_VAR(name,val,comment)\ + tesseract::BoolParam name(val,#name,comment,false,GlobalParams()) + +#define STRING_VAR(name,val,comment)\ + tesseract::StringParam name(val,#name,comment,false,GlobalParams()) + +#define double_VAR(name,val,comment)\ + tesseract::DoubleParam name(val,#name,comment,false,GlobalParams()) + +#define INT_INIT_VAR(name,val,comment)\ + tesseract::IntParam name(val,#name,comment,true,GlobalParams()) + +#define BOOL_INIT_VAR(name,val,comment)\ + tesseract::BoolParam name(val,#name,comment,true,GlobalParams()) + +#define STRING_INIT_VAR(name,val,comment)\ + tesseract::StringParam name(val,#name,comment,true,GlobalParams()) + +#define double_INIT_VAR(name,val,comment)\ + tesseract::DoubleParam name(val,#name,comment,true,GlobalParams()) + +#define INT_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, false, vec) + +#define BOOL_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, false, vec) + +#define STRING_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, false, vec) + +#define double_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, false, vec) + +#define INT_INIT_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, true, vec) + +#define BOOL_INIT_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, true, vec) + +#define STRING_INIT_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, true, vec) + +#define double_INIT_MEMBER(name, val, comment, vec)\ + name(val, #name, comment, true, vec) + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/platform.h b/3rdparty/hgOCR/include/ccutil/platform.h new file mode 100644 index 00000000..99bff4b2 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/platform.h @@ -0,0 +1,94 @@ +/////////////////////////////////////////////////////////////////////// +// File: platform.h +// Description: Place holder +// Author: +// Created: +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_PLATFORM_H__ +#define TESSERACT_CCUTIL_PLATFORM_H__ + +#include + +#define DLLSYM +#ifdef _WIN32 +#ifndef NOMINMAX +#define NOMINMAX +#endif /* NOMINMAX */ +#ifndef WIN32_LEAN_AND_MEAN +#define WIN32_LEAN_AND_MEAN +#endif +#ifdef __GNUC__ +#define ultoa _ultoa +#endif /* __GNUC__ */ +#define SIGNED +#if defined(_MSC_VER) +#if (_MSC_VER < 1900) +#define snprintf _snprintf +#endif +#if (_MSC_VER <= 1400) +#define vsnprintf _vsnprintf +#endif /* (_MSC_VER <= 1400) */ +#endif /* defined(_MSC_VER) */ +#else +#define __UNIX__ +#include +#ifndef PATH_MAX +#define MAX_PATH 4096 +#else +#define MAX_PATH PATH_MAX +#endif +#define SIGNED signed +#endif + +#if defined(_WIN32) || defined(__CYGWIN__) +#ifndef M_PI +#define M_PI 3.14159265358979323846 +#endif +#endif + +#if defined(_WIN32) || defined(__CYGWIN__) + #if defined(TESS_EXPORTS) + #define TESS_API __declspec(dllexport) + #elif defined(TESS_IMPORTS) + #define TESS_API __declspec(dllimport) + #else + #define TESS_API + #endif + #define TESS_LOCAL +#else + #if __GNUC__ >= 4 + #if defined(TESS_EXPORTS) || defined(TESS_IMPORTS) + #define TESS_API __attribute__ ((visibility ("default"))) + #define TESS_LOCAL __attribute__ ((visibility ("hidden"))) + #else + #define TESS_API + #define TESS_LOCAL + #endif + #else + #define TESS_API + #define TESS_LOCAL + #endif +#endif + +#if defined(_WIN32) || defined(__CYGWIN__) + #define _TESS_FILE_BASENAME_ \ + (strrchr(__FILE__, '\\') ? strrchr(__FILE__, '\\') + 1 : __FILE__) +#else // Unices + #define _TESS_FILE_BASENAME_ \ + (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) +#endif + +#endif // TESSERACT_CCUTIL_PLATFORM_H__ diff --git a/3rdparty/hgOCR/include/ccutil/qrsequence.h b/3rdparty/hgOCR/include/ccutil/qrsequence.h new file mode 100644 index 00000000..d49d7550 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/qrsequence.h @@ -0,0 +1,80 @@ +/////////////////////////////////////////////////////////////////////// +// File: qrsequence.h +// Description: Quasi-random sequence generator class. +// Author: Ranjith Unnikrishnan +// Created: Wed May 20 2009 +// +// Class to generate a (deterministic) quasi-random Van der Corput sequence that +// covers the interval [0,N) without repetition. +// +// The sequence is generated by reversing the base-2 representation of the +// sequence of natural numbers {0, 1,... M-1}, where M is 2^{num_bits_} and +// num_bits is the minimum number of bits required to represent N. If a reversed +// numbers is >= N it is rejected and the next natural number is considered +// until a valid output number is found. +// +// (C) Copyright 2009, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); you may not +// use this file except in compliance with the License. You may obtain a copy +// of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required +// by applicable law or agreed to in writing, software distributed under the +// License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS +// OF ANY KIND, either express or implied. See the License for the specific +// language governing permissions and limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_QRSEQUENCE_H_ +#define TESSERACT_CCUTIL_QRSEQUENCE_H_ + +#include + +class QRSequenceGenerator { + public: + // Object is initalized with the size of the output range. + explicit QRSequenceGenerator(int N) : N_(N), next_num_(0) { + num_bits_ = static_cast(ceil(log(static_cast(N)) / log(2.0))); + } + + // Main worker method that retrieves the next number in the sequence. + // Returns kInvalidVal if called more than N times after object initialization + int GetVal() { + const int kInvalidVal = -1; + const int kMaxNaturalNumberValue = 1 << num_bits_; + if (next_num_ >= kMaxNaturalNumberValue) + return kInvalidVal; + int n = next_num_; + + while (next_num_ < kMaxNaturalNumberValue) { + n = GetBinaryReversedInteger(next_num_++); + if (n < N_) break; + } + return (next_num_ > kMaxNaturalNumberValue) ? kInvalidVal : n; + } + + protected: + // Outputs the integer formed by reversing the bits of the input integer. Only + // the lowest num_bits_ bits of the input integer are reversed. + int GetBinaryReversedInteger(int in_val) const { + int bit_pos = num_bits_; + int out_val = 0; + while(bit_pos--) { + // Set the value of the last bit. + out_val |= (in_val & 0x1); + if (bit_pos > 0) { + // Left-shift output value to prepare for storing the next bit. + out_val <<= 1; + } + // Right-shift input value to prepare for retrieving the next bit. + in_val >>= 1; + } + return out_val; + } + int N_; + // Next number to be considered for reversal and output. + int next_num_; + // number of bits required to represent the numbers of the sequence + int num_bits_; +}; + +#endif // TESSERACT_CCUTIL_QRSEQUENCE_H_ diff --git a/3rdparty/hgOCR/include/ccutil/scanutils.cpp b/3rdparty/hgOCR/include/ccutil/scanutils.cpp new file mode 100644 index 00000000..fac50b2e --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/scanutils.cpp @@ -0,0 +1,579 @@ +// Copyright 2006 Google Inc. +// All Rights Reserved. +// Author: renn +// +// The fscanf, vfscanf and creat functions are implemented so that their +// functionality is mostly like their stdio counterparts. However, currently +// these functions do not use any buffering, making them rather slow. +// File streams are thus processed one character at a time. +// Although the implementations of the scanf functions do lack a few minor +// features, they should be sufficient for their use in tesseract. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "scanutils.h" +#include "tprintf.h" + +enum Flags { + FL_SPLAT = 0x01, // Drop the value, do not assign + FL_INV = 0x02, // Character-set with inverse + FL_WIDTH = 0x04, // Field width specified + FL_MINUS = 0x08, // Negative number +}; + +enum Ranks { + RANK_CHAR = -2, + RANK_SHORT = -1, + RANK_INT = 0, + RANK_LONG = 1, + RANK_LONGLONG = 2, + RANK_PTR = INT_MAX // Special value used for pointers +}; + +const enum Ranks kMinRank = RANK_CHAR; +const enum Ranks kMaxRank = RANK_LONGLONG; + +const enum Ranks kIntMaxRank = RANK_LONGLONG; +const enum Ranks kSizeTRank = RANK_LONG; +const enum Ranks kPtrDiffRank = RANK_LONG; + +enum Bail { + BAIL_NONE = 0, // No error condition + BAIL_EOF, // Hit EOF + BAIL_ERR // Conversion mismatch +}; + +// Helper functions ------------------------------------------------------------ +inline size_t LongBit() { + return CHAR_BIT * sizeof(long); +} + +static inline int +SkipSpace(FILE *s) { + int p; + while (isspace(p = fgetc(s))); + ungetc(p, s); // Make sure next char is available for reading + return p; +} + +static inline void +SetBit(unsigned long *bitmap, unsigned int bit) { + bitmap[bit/LongBit()] |= 1UL << (bit%LongBit()); +} + +static inline int +TestBit(unsigned long *bitmap, unsigned int bit) { + return static_cast(bitmap[bit/LongBit()] >> (bit%LongBit())) & 1; +} + +static inline int DigitValue(int ch, int base) { + if (ch >= '0' && ch <= '9') { + if (base >= 10 || ch <= '7') + return ch-'0'; + } else if (ch >= 'A' && ch <= 'Z' && base == 16) { + return ch-'A'+10; + } else if (ch >= 'a' && ch <= 'z' && base == 16) { + return ch-'a'+10; + } + return -1; +} + +// IO (re-)implementations ----------------------------------------------------- +uintmax_t streamtoumax(FILE* s, int base) { + int minus = 0; + uintmax_t v = 0; + int d, c = 0; + + for (c = fgetc(s); + isspace(static_cast(c)) && (c != EOF); + c = fgetc(s)) {} + + // Single optional + or - + if (c == '-' || c == '+') { + minus = (c == '-'); + c = fgetc(s); + } + + // Assign correct base + if (base == 0) { + if (c == '0') { + c = fgetc(s); + if (c == 'x' || c == 'X') { + base = 16; + c = fgetc(s); + } else { + base = 8; + } + } + } else if (base == 16) { + if (c == '0') { + c = fgetc(s); + if (c == 'x' || c == 'X') c = fgetc(s); + } + } + + // Actual number parsing + for (; (c != EOF) && (d = DigitValue(c, base)) >= 0; c = fgetc(s)) + v = v*base + d; + + ungetc(c, s); + return minus ? -v : v; +} + +double streamtofloat(FILE* s) { + bool minus = false; + uint64_t v = 0; + int d, c; + uint64_t k = 1; + uint64_t w = 0; + + for (c = fgetc(s); + isspace(static_cast(c)) && (c != EOF); + c = fgetc(s)); + + // Single optional + or - + if (c == '-' || c == '+') { + minus = (c == '-'); + c = fgetc(s); + } + + // Actual number parsing + for (; c != EOF && (d = DigitValue(c, 10)) >= 0; c = fgetc(s)) + v = v*10 + d; + if (c == '.') { + for (c = fgetc(s); c != EOF && (d = DigitValue(c, 10)) >= 0; c = fgetc(s)) { + w = w*10 + d; + k *= 10; + } + } + double f = v + static_cast(w) / k; + if (c == 'e' || c == 'E') { + c = fgetc(s); + int expsign = 1; + if (c == '-' || c == '+') { + expsign = (c == '-') ? -1 : 1; + c = fgetc(s); + } + int exponent = 0; + for (; (c != EOF) && (d = DigitValue(c, 10)) >= 0; c = fgetc(s)) { + exponent = exponent * 10 + d; + } + exponent *= expsign; + f *= pow(10.0, static_cast(exponent)); + } + ungetc(c, s); + + return minus ? -f : f; +} + +double strtofloat(const char* s) { + int minus = 0; + int v = 0; + int d; + int k = 1; + int w = 0; + + while(*s && isspace(static_cast(*s))) s++; + + // Single optional + or - + if (*s == '-' || *s == '+') { + minus = (*s == '-'); + s++; + } + + // Actual number parsing + for (; *s && (d = DigitValue(*s, 10)) >= 0; s++) + v = v*10 + d; + if (*s == '.') { + for (++s; *s && (d = DigitValue(*s, 10)) >= 0; s++) { + w = w*10 + d; + k *= 10; + } + } + if (*s == 'e' || *s == 'E') + tprintf("WARNING: Scientific Notation not supported!"); + + double f = static_cast(v) + + static_cast(w) / static_cast(k); + + return minus ? -f : f; +} + +static int tvfscanf(FILE* stream, const char *format, va_list ap); + +int tfscanf(FILE* stream, const char *format, ...) { + va_list ap; + int rv; + + va_start(ap, format); + rv = tvfscanf(stream, format, ap); + va_end(ap); + + return rv; +} + +#ifdef EMBEDDED + +int fscanf(FILE* stream, const char *format, ...) { + va_list ap; + int rv; + + va_start(ap, format); + rv = tvfscanf(stream, format, ap); + va_end(ap); + + return rv; +} + +int vfscanf(FILE* stream, const char *format, ...) { + va_list ap; + int rv; + + va_start(ap, format); + rv = tvfscanf(stream, format, ap); + va_end(ap); + + return rv; +} +#endif + +static int tvfscanf(FILE* stream, const char *format, va_list ap) { + const char *p = format; + char ch; + int q = 0; + uintmax_t val = 0; + int rank = RANK_INT; // Default rank + unsigned int width = UINT_MAX; + int base; + int flags = 0; + enum { + ST_NORMAL, // Ground state + ST_FLAGS, // Special flags + ST_WIDTH, // Field width + ST_MODIFIERS, // Length or conversion modifiers + ST_MATCH_INIT, // Initial state of %[ sequence + ST_MATCH, // Main state of %[ sequence + ST_MATCH_RANGE, // After - in a %[ sequence + } state = ST_NORMAL; + char *sarg = NULL; // %s %c or %[ string argument + enum Bail bail = BAIL_NONE; + int sign; + int converted = 0; // Successful conversions + unsigned long matchmap[((1 << CHAR_BIT)+(CHAR_BIT * sizeof(long) - 1)) / + (CHAR_BIT * sizeof(long))]; + int matchinv = 0; // Is match map inverted? + unsigned char range_start = 0; + off_t start_off = ftell(stream); + + // Skip leading spaces + SkipSpace(stream); + + while ((ch = *p++) && !bail) { + switch (state) { + case ST_NORMAL: + if (ch == '%') { + state = ST_FLAGS; + flags = 0; rank = RANK_INT; width = UINT_MAX; + } else if (isspace(static_cast(ch))) { + SkipSpace(stream); + } else { + if (fgetc(stream) != ch) + bail = BAIL_ERR; // Match failure + } + break; + + case ST_FLAGS: + if (ch == '*') { + flags |= FL_SPLAT; + } else if ('0' <= ch && ch <= '9') { + width = (ch-'0'); + state = ST_WIDTH; + flags |= FL_WIDTH; + } else { + state = ST_MODIFIERS; + p--; // Process this character again + } + break; + + case ST_WIDTH: + if (ch >= '0' && ch <= '9') { + width = width*10+(ch-'0'); + } else { + state = ST_MODIFIERS; + p--; // Process this character again + } + break; + + case ST_MODIFIERS: + switch (ch) { + // Length modifiers - nonterminal sequences + case 'h': + rank--; // Shorter rank + break; + case 'l': + rank++; // Longer rank + break; + case 'j': + rank = kIntMaxRank; + break; + case 'z': + rank = kSizeTRank; + break; + case 't': + rank = kPtrDiffRank; + break; + case 'L': + case 'q': + rank = RANK_LONGLONG; // long double/long long + break; + + default: + // Output modifiers - terminal sequences + state = ST_NORMAL; // Next state will be normal + if (rank < kMinRank) // Canonicalize rank + rank = kMinRank; + else if (rank > kMaxRank) + rank = kMaxRank; + + switch (ch) { + case 'P': // Upper case pointer + case 'p': // Pointer + rank = RANK_PTR; + base = 0; sign = 0; + goto scan_int; + + case 'i': // Base-independent integer + base = 0; sign = 1; + goto scan_int; + + case 'd': // Decimal integer + base = 10; sign = 1; + goto scan_int; + + case 'o': // Octal integer + base = 8; sign = 0; + goto scan_int; + + case 'u': // Unsigned decimal integer + base = 10; sign = 0; + goto scan_int; + + case 'x': // Hexadecimal integer + case 'X': + base = 16; sign = 0; + goto scan_int; + + case 'n': // Number of characters consumed + val = ftell(stream) - start_off; + goto set_integer; + + scan_int: + q = SkipSpace(stream); + if ( q <= 0 ) { + bail = BAIL_EOF; + break; + } + val = streamtoumax(stream, base); + // fall through + + set_integer: + if (!(flags & FL_SPLAT)) { + converted++; + switch(rank) { + case RANK_CHAR: + *va_arg(ap, unsigned char *) + = static_cast(val); + break; + case RANK_SHORT: + *va_arg(ap, unsigned short *) + = static_cast(val); + break; + case RANK_INT: + *va_arg(ap, unsigned int *) + = static_cast(val); + break; + case RANK_LONG: + *va_arg(ap, unsigned long *) + = static_cast(val); + break; + case RANK_LONGLONG: + *va_arg(ap, unsigned long long *) + = static_cast(val); + break; + case RANK_PTR: + *va_arg(ap, void **) + = reinterpret_cast(static_cast(val)); + break; + } + } + break; + + case 'f': // Preliminary float value parsing + case 'g': + case 'G': + case 'e': + case 'E': + q = SkipSpace(stream); + if (q <= 0) { + bail = BAIL_EOF; + break; + } + + { + double fval = streamtofloat(stream); + if (!(flags & FL_SPLAT)) { + if (rank == RANK_INT) + *va_arg(ap, float *) = static_cast(fval); + else if (rank == RANK_LONG) + *va_arg(ap, double *) = static_cast(fval); + converted++; + } + } + break; + + case 'c': // Character + width = (flags & FL_WIDTH) ? width : 1; // Default width == 1 + sarg = va_arg(ap, char *); + while (width--) { + if ((q = fgetc(stream)) <= 0) { + bail = BAIL_EOF; + break; + } + if (!(flags & FL_SPLAT)) { + *sarg++ = q; + converted++; + } + } + break; + + case 's': // String + { + char *sp; + sp = sarg = va_arg(ap, char *); + while (width--) { + q = fgetc(stream); + if (isspace(static_cast(q)) || q <= 0) { + ungetc(q, stream); + break; + } + if (!(flags & FL_SPLAT)) *sp = q; + sp++; + } + if (sarg == sp) { + bail = BAIL_EOF; + } else if (!(flags & FL_SPLAT)) { + *sp = '\0'; // Terminate output + converted++; + } else { + } + } + break; + + case '[': // Character range + sarg = va_arg(ap, char *); + state = ST_MATCH_INIT; + matchinv = 0; + memset(matchmap, 0, sizeof matchmap); + break; + + case '%': // %% sequence + if (fgetc(stream) != '%' ) + bail = BAIL_ERR; + break; + + default: // Anything else + bail = BAIL_ERR; // Unknown sequence + break; + } + } + break; + + case ST_MATCH_INIT: // Initial state for %[ match + if (ch == '^' && !(flags & FL_INV)) { + matchinv = 1; + } else { + SetBit(matchmap, static_cast(ch)); + state = ST_MATCH; + } + break; + + case ST_MATCH: // Main state for %[ match + if (ch == ']') { + goto match_run; + } else if (ch == '-') { + range_start = static_cast(ch); + state = ST_MATCH_RANGE; + } else { + SetBit(matchmap, static_cast(ch)); + } + break; + + case ST_MATCH_RANGE: // %[ match after - + if (ch == ']') { + SetBit(matchmap, static_cast('-')); + goto match_run; + } else { + int i; + for (i = range_start ; i < (static_cast(ch)) ; i++) + SetBit(matchmap, i); + state = ST_MATCH; + } + break; + + match_run: // Match expression finished + char* oarg = sarg; + while (width) { + q = fgetc(stream); + unsigned char qc = static_cast(q); + if (q <= 0 || !(TestBit(matchmap, qc)^matchinv)) { + ungetc(q, stream); + break; + } + if (!(flags & FL_SPLAT)) *sarg = q; + sarg++; + } + if (oarg == sarg) { + bail = (q <= 0) ? BAIL_EOF : BAIL_ERR; + } else if (!(flags & FL_SPLAT)) { + *sarg = '\0'; + converted++; + } + break; + } + } + + if (bail == BAIL_EOF && !converted) + converted = -1; // Return EOF (-1) + + return converted; +} + +#ifdef EMBEDDED +int creat(const char *pathname, mode_t mode) { + return open(pathname, O_CREAT | O_TRUNC | O_WRONLY, mode); +} + +#endif // EMBEDDED diff --git a/3rdparty/hgOCR/include/ccutil/scanutils.h b/3rdparty/hgOCR/include/ccutil/scanutils.h new file mode 100644 index 00000000..a2c42f51 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/scanutils.h @@ -0,0 +1,67 @@ +// Copyright 2006 Google Inc. +// All Rights Reserved. +// Author: renn +// +// Contains file io functions (mainly for file parsing), that might not be +// available, on embedded devices, or that have an incomplete implementation +// there. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#ifndef TESSERACT_CCUTIL_SCANUTILS_H_ +#define TESSERACT_CCUTIL_SCANUTILS_H_ + +#include +#include +#include +#include + +/** + * fscanf variant to ensure correct reading regardless of locale. + * + * tfscanf parse a file stream according to the given format. See the fscanf + * manpage for more information, as this function attempts to mimic its + * behavior. + * + * @note Note that scientific floating-point notation is not supported. + * + */ +int tfscanf(FILE* stream, const char *format, ...); + +#ifdef EMBEDDED + +// Attempts to parse the given file stream s as an integer of the base +// 'base'. Returns the first successfully parsed integer as a uintmax_t, or +// 0, if none was found. +uintmax_t streamtoumax(FILE* s, int base); + +// Parse a file stream according to the given format. See the fscanf manpage +// for more information, as this function attempts to mimic its behavior. +// Note that scientific loating-point notation is not supported. +int fscanf(FILE* stream, const char *format, ...); + +// Parse a file stream according to the given format. See the fscanf manpage +// for more information, as this function attempts to mimic its behavior. +// Note that scientific loating-point notation is not supported. +int vfscanf(FILE* stream, const char *format, va_list ap); + +// Create a file at the specified path. See the creat manpage for more +// information, as this function attempts to mimic its behavior. +int creat(const char *pathname, mode_t mode); + +// Convert the specified C-String to a float. Returns the first parsed float, +// or 0.0 if no floating point value could be found. Note that scientific +// floating-point notation is not supported. +double strtofloat(const char* s); + +#endif // EMBEDDED + +#endif // TESSERACT_CCUTIL_SCANUTILS_H_ diff --git a/3rdparty/hgOCR/include/ccutil/serialis.cpp b/3rdparty/hgOCR/include/ccutil/serialis.cpp new file mode 100644 index 00000000..0e1dd61f --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/serialis.cpp @@ -0,0 +1,145 @@ +/********************************************************************** + * File: serialis.h (Formerly serialmac.h) + * Description: Inline routines and macros for serialisation functions + * Author: Phil Cheatle + * Created: Tue Oct 08 08:33:12 BST 1991 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "serialis.h" +#include +#include "genericvector.h" + +namespace tesseract { + +TFile::TFile() + : offset_(0), data_(NULL), data_is_owned_(false), is_writing_(false) { +} + +TFile::~TFile() { + if (data_is_owned_) + delete data_; +} + +bool TFile::Open(const STRING& filename, FileReader reader) { + if (!data_is_owned_) { + data_ = new GenericVector; + data_is_owned_ = true; + } + offset_ = 0; + is_writing_ = false; + if (reader == NULL) + return LoadDataFromFile(filename, data_); + else + return (*reader)(filename, data_); +} + +bool TFile::Open(const char* data, int size) { + offset_ = 0; + if (!data_is_owned_) { + data_ = new GenericVector; + data_is_owned_ = true; + } + is_writing_ = false; + data_->resize_no_init(size); + memcpy(&(*data_)[0], data, size); + return true; +} + +bool TFile::Open(FILE* fp, inT64 end_offset) { + offset_ = 0; + inT64 current_pos = ftell(fp); + if (end_offset < 0) { + if (fseek(fp, 0, SEEK_END)) + return false; + end_offset = ftell(fp); + if (fseek(fp, current_pos, SEEK_SET)) + return false; + } + int size = end_offset - current_pos; + is_writing_ = false; + if (!data_is_owned_) { + data_ = new GenericVector; + data_is_owned_ = true; + } + data_->resize_no_init(size); + return static_cast(fread(&(*data_)[0], 1, size, fp)) == size; +} + +char* TFile::FGets(char* buffer, int buffer_size) { + ASSERT_HOST(!is_writing_); + int size = 0; + while (size + 1 < buffer_size && offset_ < data_->size()) { + buffer[size++] = (*data_)[offset_++]; + if ((*data_)[offset_ - 1] == '\n') break; + } + if (size < buffer_size) buffer[size] = '\0'; + return size > 0 ? buffer : NULL; +} + +int TFile::FRead(void* buffer, int size, int count) { + ASSERT_HOST(!is_writing_); + int required_size = size * count; + if (required_size <= 0) return 0; + char* char_buffer = reinterpret_cast(buffer); + if (data_->size() - offset_ < required_size) + required_size = data_->size() - offset_; + if (required_size > 0 && char_buffer != NULL) + memcpy(char_buffer, &(*data_)[offset_], required_size); + offset_ += required_size; + return required_size / size; +} + +void TFile::Rewind() { + ASSERT_HOST(!is_writing_); + offset_ = 0; +} + +void TFile::OpenWrite(GenericVector* data) { + offset_ = 0; + if (data != NULL) { + if (data_is_owned_) delete data_; + data_ = data; + data_is_owned_ = false; + } else if (!data_is_owned_) { + data_ = new GenericVector; + data_is_owned_ = true; + } + is_writing_ = true; + data_->truncate(0); +} + +bool TFile::CloseWrite(const STRING& filename, FileWriter writer) { + ASSERT_HOST(is_writing_); + if (writer == NULL) + return SaveDataToFile(*data_, filename); + else + return (*writer)(*data_, filename); +} + +int TFile::FWrite(const void* buffer, int size, int count) { + ASSERT_HOST(is_writing_); + int total = size * count; + if (total <= 0) return 0; + const char* buf = reinterpret_cast(buffer); + // This isn't very efficient, but memory is so fast compared to disk + // that it is relatively unimportant, and very simple. + for (int i = 0; i < total; ++i) + data_->push_back(buf[i]); + return count; +} + + +} // namespace tesseract. + diff --git a/3rdparty/hgOCR/include/ccutil/serialis.h b/3rdparty/hgOCR/include/ccutil/serialis.h new file mode 100644 index 00000000..8dfac1d7 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/serialis.h @@ -0,0 +1,99 @@ +/********************************************************************** + * File: serialis.h (Formerly serialmac.h) + * Description: Inline routines and macros for serialisation functions + * Author: Phil Cheatle + * Created: Tue Oct 08 08:33:12 BST 1991 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef SERIALIS_H +#define SERIALIS_H + +#include +#include +#include +#include "host.h" + +template class GenericVector; +class STRING; + +/*********************************************************************** + QUOTE_IT MACRO DEFINITION + =========================== +Replace with "". may be an arbitrary number of tokens +***********************************************************************/ + +#define QUOTE_IT( parm ) #parm + +namespace tesseract { + +// Function to read a GenericVector from a whole file. +// Returns false on failure. +typedef bool (*FileReader)(const STRING& filename, GenericVector* data); +// Function to write a GenericVector to a whole file. +// Returns false on failure. +typedef bool (*FileWriter)(const GenericVector& data, + const STRING& filename); + +// Simple file class. +// Allows for portable file input from memory and from foreign file systems. +class TFile { + public: + TFile(); + ~TFile(); + + // All the Open methods load the whole file into memory for reading. + // Opens a file with a supplied reader, or NULL to use the default. + // Note that mixed read/write is not supported. + bool Open(const STRING& filename, FileReader reader); + // From an existing memory buffer. + bool Open(const char* data, int size); + // From an open file and an end offset. + bool Open(FILE* fp, inT64 end_offset); + + // Reads a line like fgets. Returns NULL on EOF, otherwise buffer. + // Reads at most buffer_size bytes, including '\0' terminator, even if + // the line is longer. Does nothing if buffer_size <= 0. + // To use fscanf use FGets and sscanf. + char* FGets(char* buffer, int buffer_size); + // Replicates fread, returning the number of items read. + int FRead(void* buffer, int size, int count); + // Resets the TFile as if it has been Opened, but nothing read. + // Only allowed while reading! + void Rewind(); + + // Open for writing. Either supply a non-NULL data with OpenWrite before + // calling FWrite, (no close required), or supply a NULL data to OpenWrite + // and call CloseWrite to write to a file after the FWrites. + void OpenWrite(GenericVector* data); + bool CloseWrite(const STRING& filename, FileWriter writer); + + // Replicates fwrite, returning the number of items written. + // To use fprintf, use snprintf and FWrite. + int FWrite(const void* buffer, int size, int count); + + private: + // The number of bytes used so far. + int offset_; + // The buffered data from the file. + GenericVector* data_; + // True if the data_ pointer is owned by *this. + bool data_is_owned_; + // True if the TFile is open for writing. + bool is_writing_; +}; + +} // namespace tesseract. + +#endif diff --git a/3rdparty/hgOCR/include/ccutil/sorthelper.h b/3rdparty/hgOCR/include/ccutil/sorthelper.h new file mode 100644 index 00000000..4da13b92 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/sorthelper.h @@ -0,0 +1,108 @@ +/////////////////////////////////////////////////////////////////////// +// File: sorthelper.h +// Description: Generic sort and maxfinding class. +// Author: Ray Smith +// Created: Thu May 20 17:48:21 PDT 2010 +// +// (C) Copyright 2010, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_SORTHELPER_H_ +#define TESSERACT_CCUTIL_SORTHELPER_H_ + +#include +#include "genericvector.h" + +// Generic class to provide functions based on a pair. +// T is the value type. +// The class keeps a count of each value and can return the most frequent +// value or a sorted array of the values with counts. +// Note that this class uses linear search for adding. It is better +// to use the STATS class to get the mode of a large number of values +// in a small space. SortHelper is better to get the mode of a small number +// of values from a large space. +// T must have a copy constructor. +template +class SortHelper { + public: + // Simple pair class to hold the values and counts. + template struct SortPair { + PairT value; + int count; + }; + // qsort function to sort by decreasing count. + static int SortPairsByCount(const void* v1, const void* v2) { + const SortPair* p1 = reinterpret_cast*>(v1); + const SortPair* p2 = reinterpret_cast*>(v2); + return p2->count - p1->count; + } + // qsort function to sort by decreasing value. + static int SortPairsByValue(const void* v1, const void* v2) { + const SortPair* p1 = reinterpret_cast*>(v1); + const SortPair* p2 = reinterpret_cast*>(v2); + if (p2->value - p1->value < 0) return -1; + if (p2->value - p1->value > 0) return 1; + return 0; + } + + // Constructor takes a hint of the array size, but it need not be accurate. + explicit SortHelper(int sizehint) { + counts_.reserve(sizehint); + } + + // Add a value that may be a duplicate of an existing value. + // Uses a linear search. + void Add(T value, int count) { + // Linear search for value. + for (int i = 0; i < counts_.size(); ++i) { + if (counts_[i].value == value) { + counts_[i].count += count; + return; + } + } + SortPair new_pair = {value, count}; + counts_.push_back(SortPair(new_pair)); + } + + // Returns the frequency of the most frequent value. + // If max_value is not NULL, returns the most frequent value. + // If the array is empty, returns -MAX_INT32 and max_value is unchanged. + int MaxCount(T* max_value) const { + int best_count = -MAX_INT32; + for (int i = 0; i < counts_.size(); ++i) { + if (counts_[i].count > best_count) { + best_count = counts_[i].count; + if (max_value != NULL) + *max_value = counts_[i].value; + } + } + return best_count; + } + + // Returns the data array sorted by decreasing frequency. + const GenericVector >& SortByCount() { + counts_.sort(&SortPairsByCount); + return counts_; + } + // Returns the data array sorted by decreasing value. + const GenericVector >& SortByValue() { + counts_.sort(&SortPairsByValue); + return counts_; + } + + private: + GenericVector > counts_; +}; + + +#endif // TESSERACT_CCUTIL_SORTHELPER_H_. diff --git a/3rdparty/hgOCR/include/ccutil/stderr.h b/3rdparty/hgOCR/include/ccutil/stderr.h new file mode 100644 index 00000000..b5e96fbe --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/stderr.h @@ -0,0 +1,26 @@ +/********************************************************************** + * File: stderr.h (Formerly stderrs.h) + * Description: File defining error messages fundamental of commonly used. + * Author: Ray Smith + * Created: Fri Aug 10 15:23:14 BST 1990 + * + * (C) Copyright 1990, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef STDERR_H +#define STDERR_H + +#include "errcode.h" + +const ERRCODE MEMORY_OUT = "Out of memory"; +#endif diff --git a/3rdparty/hgOCR/include/ccutil/strngs.cpp b/3rdparty/hgOCR/include/ccutil/strngs.cpp new file mode 100644 index 00000000..5a9cfd0d --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/strngs.cpp @@ -0,0 +1,510 @@ +/********************************************************************** + * File: strngs.c (Formerly strings.c) + * Description: STRING class functions. + * Author: Ray Smith + * Created: Fri Feb 15 09:13:30 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "strngs.h" + +#include + +#include "genericvector.h" +#include "helpers.h" +#include "serialis.h" +#include "tprintf.h" + +using tesseract::TFile; + +// Size of buffer needed to host the decimal representation of the maximum +// possible length of an int (in 64 bits), being -<20 digits>. +const int kMaxIntSize = 22; +// Size of buffer needed to host the decimal representation of the maximum +// possible length of a %.8g being -1.2345678e+999 = 16. +const int kMaxDoubleSize = 16; + +/********************************************************************** + * STRING_HEADER provides metadata about the allocated buffer, + * including total capacity and how much used (strlen with '\0'). + * + * The implementation hides this header at the start of the data + * buffer and appends the string on the end to keep sizeof(STRING) + * unchanged from earlier versions so serialization is not affected. + * + * The collection of MACROS provide different implementations depending + * on whether the string keeps track of its strlen or not so that this + * feature can be added in later when consumers don't modify the string + **********************************************************************/ + +// Smallest string to allocate by default +const int kMinCapacity = 16; + +char* STRING::AllocData(int used, int capacity) { + data_ = (STRING_HEADER *)alloc_string(capacity + sizeof(STRING_HEADER)); + + // header is the metadata for this memory block + STRING_HEADER* header = GetHeader(); + header->capacity_ = capacity; + header->used_ = used; + return GetCStr(); +} + +void STRING::DiscardData() { + free_string((char *)data_); +} + +// This is a private method; ensure FixHeader is called (or used_ is well defined) +// beforehand +char* STRING::ensure_cstr(inT32 min_capacity) { + STRING_HEADER* orig_header = GetHeader(); + if (min_capacity <= orig_header->capacity_) + return ((char *)this->data_) + sizeof(STRING_HEADER); + + // if we are going to grow bigger, than double our existing + // size, but if that still is not big enough then keep the + // requested capacity + if (min_capacity < 2 * orig_header->capacity_) + min_capacity = 2 * orig_header->capacity_; + + int alloc = sizeof(STRING_HEADER) + min_capacity; + STRING_HEADER* new_header = (STRING_HEADER*)(alloc_string(alloc)); + + memcpy(&new_header[1], GetCStr(), orig_header->used_); + new_header->capacity_ = min_capacity; + new_header->used_ = orig_header->used_; + + // free old memory, then rebind to new memory + DiscardData(); + data_ = new_header; + + assert(InvariantOk()); + return ((char *)data_) + sizeof(STRING_HEADER); +} + +// This is const, but is modifying a mutable field +// this way it can be used on const or non-const instances. +void STRING::FixHeader() const { + const STRING_HEADER* header = GetHeader(); + if (header->used_ < 0) + header->used_ = strlen(GetCStr()) + 1; +} + + +STRING::STRING() { + // Empty STRINGs contain just the "\0". + memcpy(AllocData(1, kMinCapacity), "", 1); +} + +STRING::STRING(const STRING& str) { + str.FixHeader(); + const STRING_HEADER* str_header = str.GetHeader(); + int str_used = str_header->used_; + char *this_cstr = AllocData(str_used, str_used); + memcpy(this_cstr, str.GetCStr(), str_used); + assert(InvariantOk()); +} + +STRING::STRING(const char* cstr) { + if (cstr == NULL) { + // Empty STRINGs contain just the "\0". + memcpy(AllocData(1, kMinCapacity), "", 1); + } else { + int len = strlen(cstr) + 1; + char* this_cstr = AllocData(len, len); + memcpy(this_cstr, cstr, len); + } + assert(InvariantOk()); +} + +STRING::STRING(const char *data, int length) { + if (data == NULL) { + // Empty STRINGs contain just the "\0". + memcpy(AllocData(1, kMinCapacity), "", 1); + } else { + char* this_cstr = AllocData(length + 1, length + 1); + memcpy(this_cstr, data, length); + this_cstr[length] = '\0'; + } +} + +STRING::~STRING() { + DiscardData(); +} + +// TODO(rays) Change all callers to use TFile and remove the old functions. +// Writes to the given file. Returns false in case of error. +bool STRING::Serialize(FILE* fp) const { + inT32 len = length(); + if (fwrite(&len, sizeof(len), 1, fp) != 1) return false; + if (static_cast(fwrite(GetCStr(), 1, len, fp)) != len) return false; + return true; +} +// Writes to the given file. Returns false in case of error. +bool STRING::Serialize(TFile* fp) const { + inT32 len = length(); + if (fp->FWrite(&len, sizeof(len), 1) != 1) return false; + if (fp->FWrite(GetCStr(), 1, len) != len) return false; + return true; +} +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool STRING::DeSerialize(bool swap, FILE* fp) { + inT32 len; + if (fread(&len, sizeof(len), 1, fp) != 1) return false; + if (swap) + ReverseN(&len, sizeof(len)); + truncate_at(len); + if (static_cast(fread(GetCStr(), 1, len, fp)) != len) return false; + return true; +} +// Reads from the given file. Returns false in case of error. +// If swap is true, assumes a big/little-endian swap is needed. +bool STRING::DeSerialize(bool swap, TFile* fp) { + inT32 len; + if (fp->FRead(&len, sizeof(len), 1) != 1) return false; + if (swap) + ReverseN(&len, sizeof(len)); + truncate_at(len); + if (fp->FRead(GetCStr(), 1, len) != len) return false; + return true; +} + +// As DeSerialize, but only seeks past the data - hence a static method. +bool STRING::SkipDeSerialize(bool swap, tesseract::TFile* fp) { + inT32 len; + if (fp->FRead(&len, sizeof(len), 1) != 1) return false; + if (swap) ReverseN(&len, sizeof(len)); + return fp->FRead(NULL, 1, len) == len; +} + +BOOL8 STRING::contains(const char c) const { + return (c != '\0') && (strchr (GetCStr(), c) != NULL); +} + +inT32 STRING::length() const { + FixHeader(); + return GetHeader()->used_ - 1; +} + +const char* STRING::string() const { + const STRING_HEADER* header = GetHeader(); + if (header->used_ == 0) + return NULL; + + // mark header length unreliable because tesseract might + // cast away the const and mutate the string directly. + header->used_ = -1; + return GetCStr(); +} + +const char* STRING::c_str() const { + return string(); +} + +/****** + * The STRING_IS_PROTECTED interface adds additional support to migrate + * code that needs to modify the STRING in ways not otherwise supported + * without violating encapsulation. + * + * Also makes the [] operator return a const so it is immutable + */ +#if STRING_IS_PROTECTED +const char& STRING::operator[](inT32 index) const { + return GetCStr()[index]; +} + +void STRING::insert_range(inT32 index, const char* str, int len) { + // if index is outside current range, then also grow size of string + // to accmodate the requested range. + STRING_HEADER* this_header = GetHeader(); + int used = this_header->used_; + if (index > used) + used = index; + + char* this_cstr = ensure_cstr(used + len + 1); + if (index < used) { + // move existing string from index to '\0' inclusive. + memmove(this_cstr + index + len, + this_cstr + index, + this_header->used_ - index); + } else if (len > 0) { + // We are going to overwrite previous null terminator, so write the new one. + this_cstr[this_header->used_ + len - 1] = '\0'; + + // If the old header did not have the terminator, + // then we need to account for it now that we've added it. + // Otherwise it was already accounted for; we just moved it. + if (this_header->used_ == 0) + ++this_header->used_; + } + + // Write new string to index. + // The string is already terminated from the conditions above. + memcpy(this_cstr + index, str, len); + this_header->used_ += len; + + assert(InvariantOk()); +} + +void STRING::erase_range(inT32 index, int len) { + char* this_cstr = GetCStr(); + STRING_HEADER* this_header = GetHeader(); + + memcpy(this_cstr+index, this_cstr+index+len, + this_header->used_ - index - len); + this_header->used_ -= len; + assert(InvariantOk()); +} + +#else +void STRING::truncate_at(inT32 index) { + ASSERT_HOST(index >= 0); + FixHeader(); + char* this_cstr = ensure_cstr(index + 1); + this_cstr[index] = '\0'; + GetHeader()->used_ = index + 1; + assert(InvariantOk()); +} + +char& STRING::operator[](inT32 index) const { + // Code is casting away this const and mutating the string, + // so mark used_ as -1 to flag it unreliable. + GetHeader()->used_ = -1; + return ((char *)GetCStr())[index]; +} +#endif + +void STRING::split(const char c, GenericVector *splited) { + int start_index = 0; + int len = length(); + for (int i = 0; i < len; i++) { + if ((*this)[i] == c) { + if (i != start_index) { + (*this)[i] = '\0'; + splited->push_back(STRING(GetCStr() + start_index, i - start_index)); + (*this)[i] = c; + } + start_index = i + 1; + } + } + + if (len != start_index) { + splited->push_back(STRING(GetCStr() + start_index, len - start_index)); + } +} + +BOOL8 STRING::operator==(const STRING& str) const { + FixHeader(); + str.FixHeader(); + const STRING_HEADER* str_header = str.GetHeader(); + const STRING_HEADER* this_header = GetHeader(); + int this_used = this_header->used_; + int str_used = str_header->used_; + + return (this_used == str_used) + && (memcmp(GetCStr(), str.GetCStr(), this_used) == 0); +} + +BOOL8 STRING::operator!=(const STRING& str) const { + FixHeader(); + str.FixHeader(); + const STRING_HEADER* str_header = str.GetHeader(); + const STRING_HEADER* this_header = GetHeader(); + int this_used = this_header->used_; + int str_used = str_header->used_; + + return (this_used != str_used) + || (memcmp(GetCStr(), str.GetCStr(), this_used) != 0); +} + +BOOL8 STRING::operator!=(const char* cstr) const { + FixHeader(); + const STRING_HEADER* this_header = GetHeader(); + + if (cstr == NULL) + return this_header->used_ > 1; // either '\0' or NULL + else { + inT32 length = strlen(cstr) + 1; + return (this_header->used_ != length) + || (memcmp(GetCStr(), cstr, length) != 0); + } +} + +STRING& STRING::operator=(const STRING& str) { + str.FixHeader(); + const STRING_HEADER* str_header = str.GetHeader(); + int str_used = str_header->used_; + + GetHeader()->used_ = 0; // clear since ensure doesn't need to copy data + char* this_cstr = ensure_cstr(str_used); + STRING_HEADER* this_header = GetHeader(); + + memcpy(this_cstr, str.GetCStr(), str_used); + this_header->used_ = str_used; + + assert(InvariantOk()); + return *this; +} + +STRING & STRING::operator+=(const STRING& str) { + FixHeader(); + str.FixHeader(); + const STRING_HEADER* str_header = str.GetHeader(); + const char* str_cstr = str.GetCStr(); + int str_used = str_header->used_; + int this_used = GetHeader()->used_; + char* this_cstr = ensure_cstr(this_used + str_used); + + STRING_HEADER* this_header = GetHeader(); // after ensure for realloc + + if (this_used > 1) { + memcpy(this_cstr + this_used - 1, str_cstr, str_used); + this_header->used_ += str_used - 1; // overwrite '\0' + } else { + memcpy(this_cstr, str_cstr, str_used); + this_header->used_ = str_used; + } + + assert(InvariantOk()); + return *this; +} + +void STRING::add_str_int(const char* str, int number) { + if (str != NULL) + *this += str; + // Allow space for the maximum possible length of inT64. + char num_buffer[kMaxIntSize]; + snprintf(num_buffer, kMaxIntSize - 1, "%d", number); + num_buffer[kMaxIntSize - 1] = '\0'; + *this += num_buffer; +} +// Appends the given string and double (as a %.8g) to this. +void STRING::add_str_double(const char* str, double number) { + if (str != NULL) + *this += str; + // Allow space for the maximum possible length of %8g. + char num_buffer[kMaxDoubleSize]; + snprintf(num_buffer, kMaxDoubleSize - 1, "%.8g", number); + num_buffer[kMaxDoubleSize - 1] = '\0'; + *this += num_buffer; +} + +STRING & STRING::operator=(const char* cstr) { + STRING_HEADER* this_header = GetHeader(); + if (cstr) { + int len = strlen(cstr) + 1; + + this_header->used_ = 0; // don't bother copying data if need to realloc + char* this_cstr = ensure_cstr(len); + this_header = GetHeader(); // for realloc + memcpy(this_cstr, cstr, len); + this_header->used_ = len; + } else { + // Reallocate to same state as default constructor. + DiscardData(); + // Empty STRINGs contain just the "\0". + memcpy(AllocData(1, kMinCapacity), "", 1); + } + + assert(InvariantOk()); + return *this; +} + +void STRING::assign(const char *cstr, int len) { + STRING_HEADER* this_header = GetHeader(); + this_header->used_ = 0; // don't bother copying data if need to realloc + char* this_cstr = ensure_cstr(len + 1); // +1 for '\0' + + this_header = GetHeader(); // for realloc + memcpy(this_cstr, cstr, len); + this_cstr[len] = '\0'; + this_header->used_ = len + 1; + + assert(InvariantOk()); +} + +STRING STRING::operator+(const STRING& str) const { + STRING result(*this); + result += str; + + assert(InvariantOk()); + return result; +} + + +STRING STRING::operator+(const char ch) const { + STRING result; + FixHeader(); + const STRING_HEADER* this_header = GetHeader(); + int this_used = this_header->used_; + char* result_cstr = result.ensure_cstr(this_used + 1); + STRING_HEADER* result_header = result.GetHeader(); + int result_used = result_header->used_; + + // copies '\0' but we'll overwrite that + memcpy(result_cstr, GetCStr(), this_used); + result_cstr[result_used] = ch; // overwrite old '\0' + result_cstr[result_used + 1] = '\0'; // append on '\0' + ++result_header->used_; + + assert(InvariantOk()); + return result; +} + + +STRING& STRING::operator+=(const char *str) { + if (!str || !*str) // empty string has no effect + return *this; + + FixHeader(); + int len = strlen(str) + 1; + int this_used = GetHeader()->used_; + char* this_cstr = ensure_cstr(this_used + len); + STRING_HEADER* this_header = GetHeader(); // after ensure for realloc + + // if we had non-empty string then append overwriting old '\0' + // otherwise replace + if (this_used > 0) { + memcpy(this_cstr + this_used - 1, str, len); + this_header->used_ += len - 1; + } else { + memcpy(this_cstr, str, len); + this_header->used_ = len; + } + + assert(InvariantOk()); + return *this; +} + + +STRING& STRING::operator+=(const char ch) { + if (ch == '\0') + return *this; + + FixHeader(); + int this_used = GetHeader()->used_; + char* this_cstr = ensure_cstr(this_used + 1); + STRING_HEADER* this_header = GetHeader(); + + if (this_used > 0) + --this_used; // undo old empty null if there was one + + this_cstr[this_used++] = ch; // append ch to end + this_cstr[this_used++] = '\0'; // append '\0' after ch + this_header->used_ = this_used; + + assert(InvariantOk()); + return *this; +} diff --git a/3rdparty/hgOCR/include/ccutil/strngs.h b/3rdparty/hgOCR/include/ccutil/strngs.h new file mode 100644 index 00000000..2e65463e --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/strngs.h @@ -0,0 +1,174 @@ +/********************************************************************** + * File: strngs.h (Formerly strings.h) + * Description: STRING class definition. + * Author: Ray Smith + * Created: Fri Feb 15 09:15:01 GMT 1991 + * + * (C) Copyright 1991, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef STRNGS_H +#define STRNGS_H + +#include +#include +#include "platform.h" +#include "memry.h" + +namespace tesseract { +class TFile; +} // namespace tesseract. + +// STRING_IS_PROTECTED means that string[index] = X is invalid +// because you have to go through strings interface to modify it. +// This allows the string to ensure internal integrity and maintain +// its own string length. Unfortunately this is not possible because +// STRINGS are used as direct-manipulation data buffers for things +// like length arrays and many places cast away the const on string() +// to mutate the string. Turning this off means that internally we +// cannot assume we know the strlen. +#define STRING_IS_PROTECTED 0 + +template class GenericVector; + +class TESS_API STRING +{ + public: + STRING(); + STRING(const STRING &string); + STRING(const char *string); + STRING(const char *data, int length); + ~STRING (); + + // Writes to the given file. Returns false in case of error. + bool Serialize(FILE* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, FILE* fp); + // Writes to the given file. Returns false in case of error. + bool Serialize(tesseract::TFile* fp) const; + // Reads from the given file. Returns false in case of error. + // If swap is true, assumes a big/little-endian swap is needed. + bool DeSerialize(bool swap, tesseract::TFile* fp); + // As DeSerialize, but only seeks past the data - hence a static method. + static bool SkipDeSerialize(bool swap, tesseract::TFile* fp); + + BOOL8 contains(const char c) const; + inT32 length() const; + inT32 size() const { return length(); } + const char *string() const; + const char *c_str() const; + + inline char* strdup() const { + inT32 len = length() + 1; + return strncpy(new char[len], GetCStr(), len); + } + +#if STRING_IS_PROTECTED + const char &operator[] (inT32 index) const; + // len is number of chars in s to insert starting at index in this string + void insert_range(inT32 index, const char*s, int len); + void erase_range(inT32 index, int len); +#else + char &operator[] (inT32 index) const; +#endif + void split(const char c, GenericVector *splited); + void truncate_at(inT32 index); + + BOOL8 operator== (const STRING & string) const; + BOOL8 operator!= (const STRING & string) const; + BOOL8 operator!= (const char *string) const; + + STRING & operator= (const char *string); + STRING & operator= (const STRING & string); + + STRING operator+ (const STRING & string) const; + STRING operator+ (const char ch) const; + + STRING & operator+= (const char *string); + STRING & operator+= (const STRING & string); + STRING & operator+= (const char ch); + + // Assignment for strings which are not null-terminated. + void assign(const char *cstr, int len); + + // Appends the given string and int (as a %d) to this. + // += cannot be used for ints as there as a char += operator that would + // be ambiguous, and ints usually need a string before or between them + // anyway. + void add_str_int(const char* str, int number); + // Appends the given string and double (as a %.8g) to this. + void add_str_double(const char* str, double number); + + // ensure capacity but keep pointer encapsulated + inline void ensure(inT32 min_capacity) { ensure_cstr(min_capacity); } + + private: + typedef struct STRING_HEADER { + // How much space was allocated in the string buffer for char data. + int capacity_; + + // used_ is how much of the capacity is currently being used, + // including a '\0' terminator. + // + // If used_ is 0 then string is NULL (not even the '\0') + // else if used_ > 0 then it is strlen() + 1 (because it includes '\0') + // else strlen is >= 0 (not NULL) but needs to be computed. + // this condition is set when encapsulation is violated because + // an API returned a mutable string. + // + // capacity_ - used_ = excess capacity that the string can grow + // without reallocating + mutable int used_; + } STRING_HEADER; + + // To preserve the behavior of the old serialization, we only have space + // for one pointer in this structure. So we are embedding a data structure + // at the start of the storage that will hold additional state variables, + // then storing the actual string contents immediately after. + STRING_HEADER* data_; + + // returns the header part of the storage + inline STRING_HEADER* GetHeader() { + return data_; + } + inline const STRING_HEADER* GetHeader() const { + return data_; + } + + // returns the string data part of storage + inline char* GetCStr() { return ((char*)data_) + sizeof(STRING_HEADER); } + + inline const char* GetCStr() const { + return ((const char *)data_) + sizeof(STRING_HEADER); + } + inline bool InvariantOk() const { +#if STRING_IS_PROTECTED + return (GetHeader()->used_ == 0) ? + (string() == NULL) : (GetHeader()->used_ == (strlen(string()) + 1)); +#else + return true; +#endif + } + + // Ensure string has requested capacity as optimization + // to avoid unnecessary reallocations. + // The return value is a cstr buffer with at least requested capacity + char* ensure_cstr(inT32 min_capacity); + + void FixHeader() const; // make used_ non-negative, even if const + + char* AllocData(int used, int capacity); + void DiscardData(); +}; +#endif diff --git a/3rdparty/hgOCR/include/ccutil/tesscallback.h b/3rdparty/hgOCR/include/ccutil/tesscallback.h new file mode 100644 index 00000000..1f20c6b4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/tesscallback.h @@ -0,0 +1,9721 @@ +/////////////////////////////////////////////////////////////////////// +// File: tesscallback.h +// Description: classes and functions to replace pointer-to-functions +// Author: Samuel Charron +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef _TESS_CALLBACK_SPECIALIZATIONS_H +#define _TESS_CALLBACK_SPECIALIZATIONS_H + +#include "host.h" // For NULL. + +struct TessCallbackUtils_ { + static void FailIsRepeatable(const char* name); +}; + + +class TessClosure { + public: + virtual ~TessClosure() { } + virtual void Run() = 0; +}; + +template +class TessResultCallback { + public: + virtual ~TessResultCallback() { } + virtual R Run() = 0; +}; + +template +class _ConstTessMemberResultCallback_0_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)() const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_0( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(); + return result; + } else { + R result = (object_->*member_)(); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_0_0 + : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)() const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_0( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run() { + if (!del) { + (object_->*member_)(); + } else { + (object_->*member_)(); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_0::base* +NewTessCallback( + const T1* obj, R (T2::*member)() const) { + return new _ConstTessMemberResultCallback_0_0( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_0::base* +NewPermanentTessCallback( + const T1* obj, R (T2::*member)() const) { + return new _ConstTessMemberResultCallback_0_0( + obj, member); +} +#endif + +template +class _TessMemberResultCallback_0_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)() ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_0( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(); + return result; + } else { + R result = (object_->*member_)(); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_0_0 + : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)() ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_0( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run() { + if (!del) { + (object_->*member_)(); + } else { + (object_->*member_)(); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_0::base* +NewTessCallback( + T1* obj, R (T2::*member)() ) { + return new _TessMemberResultCallback_0_0( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_0::base* +NewPermanentTessCallback( + T1* obj, R (T2::*member)() ) { + return new _TessMemberResultCallback_0_0( + obj, member); +} +#endif + +template +class _TessFunctionResultCallback_0_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (*FunctionSignature)(); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_0( + FunctionSignature function) + : function_(function) { + } + + virtual R Run() { + if (!del) { + R result = (*function_)(); + return result; + } else { + R result = (*function_)(); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_0_0 + : public TessClosure { + public: + typedef TessClosure base; + typedef void (*FunctionSignature)(); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_0( + FunctionSignature function) + : function_(function) { + } + + virtual void Run() { + if (!del) { + (*function_)(); + } else { + (*function_)(); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_0_0::base* +NewTessCallback(R (*function)()) { + return new _TessFunctionResultCallback_0_0(function); +} + +template +inline typename _TessFunctionResultCallback_0_0::base* +NewPermanentTessCallback(R (*function)()) { + return new _TessFunctionResultCallback_0_0(function); +} + + + +// Specified by TR1 [4.7.2] Reference modifications. +template struct remove_reference; +template struct remove_reference { typedef T type; }; +template struct remove_reference { typedef T type; }; + +// Identity::type is a typedef of T. Useful for preventing the +// compiler from inferring the type of an argument in templates. +template +struct Identity { + typedef T type; +}; + +template +class _ConstTessMemberResultCallback_1_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_0(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_); + return result; + } else { + R result = (object_->*member_)(p1_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_1_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_0(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_); + } else { + (object_->*member_)(p1_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_0::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_0(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_0::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_0(obj, member, p1); +} +#endif + +template +class _TessMemberResultCallback_1_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_0( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_); + return result; + } else { + R result = (object_->*member_)(p1_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_1_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_0( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_); + } else { + (object_->*member_)(p1_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_0::base* +NewTessCallback( T1* obj, R (T2::*member)(P1) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_0(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_0::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_0(obj, member, p1); +} +#endif + +template +class _TessFunctionResultCallback_1_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (*FunctionSignature)(P1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_0(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual R Run() { + if (!del) { + R result = (*function_)(p1_); + return result; + } else { + R result = (*function_)(p1_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_1_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (*FunctionSignature)(P1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_0(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual void Run() { + if (!del) { + (*function_)(p1_); + } else { + (*function_)(p1_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_1_0::base* +NewTessCallback(R (*function)(P1), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_0(function, p1); +} + +template +inline typename _TessFunctionResultCallback_1_0::base* +NewPermanentTessCallback(R (*function)(P1), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_0(function, p1); +} + +template +class _ConstTessMemberResultCallback_2_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_0(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_2_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_0(const T* object, MemberSignature member, P1 p1, P2 p2) + : + object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_); + } else { + (object_->*member_)(p1_,p2_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_0::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_0(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_0::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_0(obj, member, p1, p2); +} +#endif + +template +class _TessMemberResultCallback_2_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_0( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_2_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_0( T* object, MemberSignature member, P1 p1, P2 p2) + : + object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_); + } else { + (object_->*member_)(p1_,p2_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_0::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_0(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_0::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_0(obj, member, p1, p2); +} +#endif + +template +class _TessFunctionResultCallback_2_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (*FunctionSignature)(P1,P2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_0(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual R Run() { + if (!del) { + R result = (*function_)(p1_,p2_); + return result; + } else { + R result = (*function_)(p1_,p2_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_2_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (*FunctionSignature)(P1,P2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_0(FunctionSignature function, P1 p1, P2 p2) + : + function_(function), p1_(p1), p2_(p2) { } + + virtual void Run() { + if (!del) { + (*function_)(p1_,p2_); + } else { + (*function_)(p1_,p2_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_2_0::base* +NewTessCallback(R (*function)(P1,P2), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_0(function, p1, p2); +} + +template +inline typename _TessFunctionResultCallback_2_0::base* +NewPermanentTessCallback(R (*function)(P1,P2), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_0(function, p1, p2); +} + +template +class _ConstTessMemberResultCallback_3_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : + object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_3_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_); + } else { + (object_->*member_)(p1_,p2_,p3_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_0::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_0(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_0::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_0(obj, member, p1, p2, p3); +} +#endif + +template +class _TessMemberResultCallback_3_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_3_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_); + } else { + (object_->*member_)(p1_,p2_,p3_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_0::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_0(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_0::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_0(obj, member, p1, p2, p3); +} +#endif + +template +class _TessFunctionResultCallback_3_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (*FunctionSignature)(P1,P2,P3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_0(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run() { + if (!del) { + R result = (*function_)(p1_,p2_,p3_); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_3_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (*FunctionSignature)(P1,P2,P3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_0(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run() { + if (!del) { + (*function_)(p1_,p2_,p3_); + } else { + (*function_)(p1_,p2_,p3_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_3_0::base* +NewTessCallback(R (*function)(P1,P2,P3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_0(function, p1, p2, p3); +} + +template +inline typename _TessFunctionResultCallback_3_0::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_0(function, p1, p2, p3); +} + +template +class _ConstTessMemberResultCallback_4_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_4_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_0::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_0(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_0::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_0(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessMemberResultCallback_4_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_4_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_0::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_0(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_0::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_0(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessFunctionResultCallback_4_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (*FunctionSignature)(P1,P2,P3,P4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_0(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run() { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_4_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (*FunctionSignature)(P1,P2,P3,P4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_0(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run() { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_); + } else { + (*function_)(p1_,p2_,p3_,p4_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_4_0::base* +NewTessCallback(R (*function)(P1,P2,P3,P4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_0(function, p1, p2, p3, p4); +} + +template +inline typename _TessFunctionResultCallback_4_0::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_0(function, p1, p2, p3, p4); +} + +template +class _ConstTessMemberResultCallback_5_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_5_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_0::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_0(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_0::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_0(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessMemberResultCallback_5_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_5_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_0::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_0(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_0::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_0(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessFunctionResultCallback_5_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_0(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run() { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_5_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_0(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run() { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_5_0::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_0(function, p1, p2, p3, p4, p5); +} + +template +inline typename _TessFunctionResultCallback_5_0::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_0(function, p1, p2, p3, p4, p5); +} + +template +class _ConstTessMemberResultCallback_6_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_6_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_0(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_0::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_0(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_0::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_0(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessMemberResultCallback_6_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run() { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_6_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_0( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run() { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_0::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_0(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_0::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_0(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessFunctionResultCallback_6_0 : public TessResultCallback { + public: + typedef TessResultCallback base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,P6); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_0(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run() { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_6_0 : public TessClosure { + public: + typedef TessClosure base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,P6); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_0(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run() { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_6_0::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,P6), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_0(function, p1, p2, p3, p4, p5, p6); +} + +template +inline typename _TessFunctionResultCallback_6_0::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,P6), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_0(function, p1, p2, p3, p4, p5, p6); +} + +template +class TessCallback1 { + public: + virtual ~TessCallback1() { } + virtual void Run(A1) = 0; +}; + +template +class TessResultCallback1 { + public: + virtual ~TessResultCallback1() { } + virtual R Run(A1) = 0; +}; + + +template +class TessCallback2 { + public: + virtual ~TessCallback2() { } + virtual void Run(A1,A2) = 0; +}; + +template +class TessResultCallback2 { + public: + virtual ~TessResultCallback2() { } + virtual R Run(A1,A2) = 0; +}; + +template +class TessCallback3 { + public: + virtual ~TessCallback3() { } + virtual void Run(A1,A2,A3) = 0; +}; + +template +class TessResultCallback3 { + public: + virtual ~TessResultCallback3() { } + virtual R Run(A1,A2,A3) = 0; +}; + +template +class TessCallback4 { + public: + virtual ~TessCallback4() { } + virtual void Run(A1,A2,A3,A4) = 0; +}; + +template +class TessResultCallback4 { + public: + virtual ~TessResultCallback4() { } + virtual R Run(A1,A2,A3,A4) = 0; +}; + +template +class _ConstTessMemberResultCallback_0_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(A1) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_1( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(a1); + return result; + } else { + R result = (object_->*member_)(a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_0_1 + : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(A1) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_1( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(a1); + } else { + (object_->*member_)(a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_1::base* +NewTessCallback( + const T1* obj, R (T2::*member)(A1) const) { + return new _ConstTessMemberResultCallback_0_1( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_1::base* +NewPermanentTessCallback( + const T1* obj, R (T2::*member)(A1) const) { + return new _ConstTessMemberResultCallback_0_1( + obj, member); +} +#endif + +template +class _TessMemberResultCallback_0_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(A1) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_1( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(a1); + return result; + } else { + R result = (object_->*member_)(a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_0_1 + : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(A1) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_1( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(a1); + } else { + (object_->*member_)(a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_1::base* +NewTessCallback( + T1* obj, R (T2::*member)(A1) ) { + return new _TessMemberResultCallback_0_1( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_1::base* +NewPermanentTessCallback( + T1* obj, R (T2::*member)(A1) ) { + return new _TessMemberResultCallback_0_1( + obj, member); +} +#endif + +template +class _TessFunctionResultCallback_0_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (*FunctionSignature)(A1); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_1( + FunctionSignature function) + : function_(function) { + } + + virtual R Run(A1 a1) { + if (!del) { + R result = (*function_)(a1); + return result; + } else { + R result = (*function_)(a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_0_1 + : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (*FunctionSignature)(A1); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_1( + FunctionSignature function) + : function_(function) { + } + + virtual void Run(A1 a1) { + if (!del) { + (*function_)(a1); + } else { + (*function_)(a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_0_1::base* +NewTessCallback(R (*function)(A1)) { + return new _TessFunctionResultCallback_0_1(function); +} + +template +inline typename _TessFunctionResultCallback_0_1::base* +NewPermanentTessCallback(R (*function)(A1)) { + return new _TessFunctionResultCallback_0_1(function); +} + +template +class _ConstTessMemberResultCallback_1_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_1(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_1_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_1(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,a1); + } else { + (object_->*member_)(p1_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_1::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,A1) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_1(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_1::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,A1) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_1(obj, member, p1); +} +#endif + +template +class _TessMemberResultCallback_1_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_1( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_1_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_1( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,a1); + } else { + (object_->*member_)(p1_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_1::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,A1) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_1(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_1::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,A1) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_1(obj, member, p1); +} +#endif + +template +class _TessFunctionResultCallback_1_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (*FunctionSignature)(P1,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_1(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (*function_)(p1_,a1); + return result; + } else { + R result = (*function_)(p1_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_1_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (*FunctionSignature)(P1,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_1(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual void Run(A1 a1) { + if (!del) { + (*function_)(p1_,a1); + } else { + (*function_)(p1_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_1_1::base* +NewTessCallback(R (*function)(P1,A1), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_1(function, p1); +} + +template +inline typename _TessFunctionResultCallback_1_1::base* +NewPermanentTessCallback(R (*function)(P1,A1), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_1(function, p1); +} + +template +class _ConstTessMemberResultCallback_2_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_1(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_2_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_1(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,a1); + } else { + (object_->*member_)(p1_,p2_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_1::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_1(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_1::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_1(obj, member, p1, p2); +} +#endif + +template +class _TessMemberResultCallback_2_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_1( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_2_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_1( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,a1); + } else { + (object_->*member_)(p1_,p2_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_1::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,A1) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_1(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_1::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,A1) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_1(obj, member, p1, p2); +} +#endif + +template +class _TessFunctionResultCallback_2_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (*FunctionSignature)(P1,P2,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_1(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (*function_)(p1_,p2_,a1); + return result; + } else { + R result = (*function_)(p1_,p2_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_2_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (*FunctionSignature)(P1,P2,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_1(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1) { + if (!del) { + (*function_)(p1_,p2_,a1); + } else { + (*function_)(p1_,p2_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_2_1::base* +NewTessCallback(R (*function)(P1,P2,A1), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_1(function, p1, p2); +} + +template +inline typename _TessFunctionResultCallback_2_1::base* +NewPermanentTessCallback(R (*function)(P1,P2,A1), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_1(function, p1, p2); +} + +template +class _ConstTessMemberResultCallback_3_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_3_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_1::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_1(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_1::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_1(obj, member, p1, p2, p3); +} +#endif + +template +class _TessMemberResultCallback_3_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_3_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_1::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_1(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_1::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_1(obj, member, p1, p2, p3); +} +#endif + +template +class _TessFunctionResultCallback_3_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (*FunctionSignature)(P1,P2,P3,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_1(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,a1); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_3_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (*FunctionSignature)(P1,P2,P3,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_1(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1) { + if (!del) { + (*function_)(p1_,p2_,p3_,a1); + } else { + (*function_)(p1_,p2_,p3_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_3_1::base* +NewTessCallback(R (*function)(P1,P2,P3,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_1(function, p1, p2, p3); +} + +template +inline typename _TessFunctionResultCallback_3_1::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_1(function, p1, p2, p3); +} + +template +class _ConstTessMemberResultCallback_4_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_4_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_1::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_1(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_1::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_1(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessMemberResultCallback_4_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_4_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_1::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_1(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_1::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_1(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessFunctionResultCallback_4_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_1(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,a1); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_4_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_1(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,a1); + } else { + (*function_)(p1_,p2_,p3_,p4_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_4_1::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_1(function, p1, p2, p3, p4); +} + +template +inline typename _TessFunctionResultCallback_4_1::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_1(function, p1, p2, p3, p4); +} + +template +class _ConstTessMemberResultCallback_5_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_5_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_1::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_1(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_1::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_1(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessMemberResultCallback_5_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_5_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_1::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_1(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_1::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_1(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessFunctionResultCallback_5_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_1(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_5_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_1(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_5_1::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_1(function, p1, p2, p3, p4, p5); +} + +template +inline typename _TessFunctionResultCallback_5_1::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_1(function, p1, p2, p3, p4, p5); +} + +template +class _ConstTessMemberResultCallback_6_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_6_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_1(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_1::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_1(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_1::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_1(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessMemberResultCallback_6_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_6_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_1( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_1::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_1(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_1::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_1(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessFunctionResultCallback_6_1 : public TessResultCallback1 { + public: + typedef TessResultCallback1 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_1(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_6_1 : public TessCallback1 { + public: + typedef TessCallback1 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_1(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_6_1::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_1(function, p1, p2, p3, p4, p5, p6); +} + +template +inline typename _TessFunctionResultCallback_6_1::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_1(function, p1, p2, p3, p4, p5, p6); +} + +template +class _ConstTessMemberResultCallback_0_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_2( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(a1,a2); + return result; + } else { + R result = (object_->*member_)(a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_0_2 + : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_2( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(a1,a2); + } else { + (object_->*member_)(a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_2::base* +NewTessCallback( + const T1* obj, R (T2::*member)(A1,A2) const) { + return new _ConstTessMemberResultCallback_0_2( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_2::base* +NewPermanentTessCallback( + const T1* obj, R (T2::*member)(A1,A2) const) { + return new _ConstTessMemberResultCallback_0_2( + obj, member); +} +#endif + +template +class _TessMemberResultCallback_0_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(A1,A2) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_2( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(a1,a2); + return result; + } else { + R result = (object_->*member_)(a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_0_2 + : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(A1,A2) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_2( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(a1,a2); + } else { + (object_->*member_)(a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_2::base* +NewTessCallback( + T1* obj, R (T2::*member)(A1,A2) ) { + return new _TessMemberResultCallback_0_2( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_2::base* +NewPermanentTessCallback( + T1* obj, R (T2::*member)(A1,A2) ) { + return new _TessMemberResultCallback_0_2( + obj, member); +} +#endif + +template +class _TessFunctionResultCallback_0_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (*FunctionSignature)(A1,A2); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_2( + FunctionSignature function) + : function_(function) { + } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (*function_)(a1,a2); + return result; + } else { + R result = (*function_)(a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_0_2 + : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (*FunctionSignature)(A1,A2); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_2( + FunctionSignature function) + : function_(function) { + } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (*function_)(a1,a2); + } else { + (*function_)(a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_0_2::base* +NewTessCallback(R (*function)(A1,A2)) { + return new _TessFunctionResultCallback_0_2(function); +} + +template +inline typename _TessFunctionResultCallback_0_2::base* +NewPermanentTessCallback(R (*function)(A1,A2)) { + return new _TessFunctionResultCallback_0_2(function); +} + +template +class _ConstTessMemberResultCallback_1_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_2(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_1_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_2(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,a1,a2); + } else { + (object_->*member_)(p1_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_2::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,A1,A2) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_2(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_2::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,A1,A2) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_2(obj, member, p1); +} +#endif + +template +class _TessMemberResultCallback_1_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_2( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_1_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_2( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,a1,a2); + } else { + (object_->*member_)(p1_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_2::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,A1,A2) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_2(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_2::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,A1,A2) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_2(obj, member, p1); +} +#endif + +template +class _TessFunctionResultCallback_1_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (*FunctionSignature)(P1,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_2(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (*function_)(p1_,a1,a2); + return result; + } else { + R result = (*function_)(p1_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_1_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (*FunctionSignature)(P1,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_2(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (*function_)(p1_,a1,a2); + } else { + (*function_)(p1_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_1_2::base* +NewTessCallback(R (*function)(P1,A1,A2), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_2(function, p1); +} + +template +inline typename _TessFunctionResultCallback_1_2::base* +NewPermanentTessCallback(R (*function)(P1,A1,A2), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_2(function, p1); +} + +template +class _ConstTessMemberResultCallback_2_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_2(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_2_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_2(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_2::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_2(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_2::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_2(obj, member, p1, p2); +} +#endif + +template +class _TessMemberResultCallback_2_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_2( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_2_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_2( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_2::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_2(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_2::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_2(obj, member, p1, p2); +} +#endif + +template +class _TessFunctionResultCallback_2_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (*FunctionSignature)(P1,P2,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_2(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (*function_)(p1_,p2_,a1,a2); + return result; + } else { + R result = (*function_)(p1_,p2_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_2_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (*FunctionSignature)(P1,P2,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_2(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (*function_)(p1_,p2_,a1,a2); + } else { + (*function_)(p1_,p2_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_2_2::base* +NewTessCallback(R (*function)(P1,P2,A1,A2), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_2(function, p1, p2); +} + +template +inline typename _TessFunctionResultCallback_2_2::base* +NewPermanentTessCallback(R (*function)(P1,P2,A1,A2), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_2(function, p1, p2); +} + +template +class _ConstTessMemberResultCallback_3_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_3_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_2::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_2(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_2::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_2(obj, member, p1, p2, p3); +} +#endif + +template +class _TessMemberResultCallback_3_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_3_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_2::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_2(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_2::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_2(obj, member, p1, p2, p3); +} +#endif + +template +class _TessFunctionResultCallback_3_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (*FunctionSignature)(P1,P2,P3,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_2(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,a1,a2); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_3_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (*FunctionSignature)(P1,P2,P3,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_2(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (*function_)(p1_,p2_,p3_,a1,a2); + } else { + (*function_)(p1_,p2_,p3_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_3_2::base* +NewTessCallback(R (*function)(P1,P2,P3,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_2(function, p1, p2, p3); +} + +template +inline typename _TessFunctionResultCallback_3_2::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_2(function, p1, p2, p3); +} + +template +class _ConstTessMemberResultCallback_4_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_4_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_2::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_2(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_2::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_2(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessMemberResultCallback_4_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_4_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_2::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_2(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_2::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_2(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessFunctionResultCallback_4_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_2(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_4_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_2(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,a1,a2); + } else { + (*function_)(p1_,p2_,p3_,p4_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_4_2::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_2(function, p1, p2, p3, p4); +} + +template +inline typename _TessFunctionResultCallback_4_2::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_2(function, p1, p2, p3, p4); +} + +template +class _ConstTessMemberResultCallback_5_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_5_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_2::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_2(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_2::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_2(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessMemberResultCallback_5_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_5_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_2::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_2(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_2::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_2(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessFunctionResultCallback_5_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_2(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_5_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_2(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_5_2::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_2(function, p1, p2, p3, p4, p5); +} + +template +inline typename _TessFunctionResultCallback_5_2::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_2(function, p1, p2, p3, p4, p5); +} + +template +class _ConstTessMemberResultCallback_6_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_6_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_2(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_2::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_2(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_2::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_2(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessMemberResultCallback_6_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_6_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_2( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_2::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_2(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_2::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_2(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessFunctionResultCallback_6_2 : public TessResultCallback2 { + public: + typedef TessResultCallback2 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_2(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_6_2 : public TessCallback2 { + public: + typedef TessCallback2 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_2(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_6_2::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_2(function, p1, p2, p3, p4, p5, p6); +} + +template +inline typename _TessFunctionResultCallback_6_2::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_2(function, p1, p2, p3, p4, p5, p6); +} + +template +class _ConstTessMemberResultCallback_0_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_3( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_0_3 + : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_3( + const T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(a1,a2,a3); + } else { + (object_->*member_)(a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_3::base* +NewTessCallback( + const T1* obj, R (T2::*member)(A1,A2,A3) const) { + return new _ConstTessMemberResultCallback_0_3( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_3::base* +NewPermanentTessCallback( + const T1* obj, R (T2::*member)(A1,A2,A3) const) { + return new _ConstTessMemberResultCallback_0_3( + obj, member); +} +#endif + +template +class _TessMemberResultCallback_0_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_3( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_0_3 + : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_3( + T* object, MemberSignature member) + : object_(object), + member_(member) { + } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(a1,a2,a3); + } else { + (object_->*member_)(a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_3::base* +NewTessCallback( + T1* obj, R (T2::*member)(A1,A2,A3) ) { + return new _TessMemberResultCallback_0_3( + obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_3::base* +NewPermanentTessCallback( + T1* obj, R (T2::*member)(A1,A2,A3) ) { + return new _TessMemberResultCallback_0_3( + obj, member); +} +#endif + +template +class _TessFunctionResultCallback_0_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (*FunctionSignature)(A1,A2,A3); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_3( + FunctionSignature function) + : function_(function) { + } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (*function_)(a1,a2,a3); + return result; + } else { + R result = (*function_)(a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_0_3 + : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (*FunctionSignature)(A1,A2,A3); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_3( + FunctionSignature function) + : function_(function) { + } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (*function_)(a1,a2,a3); + } else { + (*function_)(a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_0_3::base* +NewTessCallback(R (*function)(A1,A2,A3)) { + return new _TessFunctionResultCallback_0_3(function); +} + +template +inline typename _TessFunctionResultCallback_0_3::base* +NewPermanentTessCallback(R (*function)(A1,A2,A3)) { + return new _TessFunctionResultCallback_0_3(function); +} + +template +class _ConstTessMemberResultCallback_1_3 + : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,A1,A2,A3) const; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_3(T* object, + MemberSignature member, P1 p1) + : object_(object), member_(member), p1_(p1) { } + + virtual R Run(A1 a1, A2 a2, A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_1_3 + : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,A1,A2,A3) const; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_3(T* object, + MemberSignature member, P1 p1) + : object_(object), member_(member), p1_(p1) { } + + virtual void Run(A1 a1, A2 a2, A3 a3) { + if (!del) { + (object_->*member_)(p1_,a1,a2,a3); + } else { + (object_->*member_)(p1_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_3::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3) , typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_3(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_3::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3) , typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_3(obj, member, p1); +} +#endif + +template +class _TessMemberResultCallback_1_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_3(T* object, + MemberSignature member, P1 p1) + : object_(object), member_(member), p1_(p1) { } + + virtual R Run(A1 a1, A2 a2, A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_1_3 + : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_3(T* object, + MemberSignature member, P1 p1) + : object_(object), member_(member), p1_(p1) { } + + virtual void Run(A1 a1, A2 a2, A3 a3) { + if (!del) { + (object_->*member_)(p1_,a1,a2,a3); + } else { + (object_->*member_)(p1_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_3::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_3(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_3::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_3(obj, member, p1); +} +#endif + +template +class _TessFunctionResultCallback_1_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef R (*FunctionSignature)(P1,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_3(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual R Run(A1 a1, A2 a2, A3 a3) { + if (!del) { + R result = (*function_)(p1_,a1,a2,a3); + return result; + } else { + R result = (*function_)(p1_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_1_3 + : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (*FunctionSignature)(P1,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_3(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual void Run(A1 a1, A2 a2, A3 a3) { + if (!del) { + (*function_)(p1_,a1,a2,a3); + } else { + (*function_)(p1_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_1_3::base* +NewTessCallback(R (*function)(P1,A1,A2,A3), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_3(function, p1); +} + +template +inline typename _TessFunctionResultCallback_1_3::base* +NewPermanentTessCallback(R (*function)(P1,A1,A2,A3), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_3(function, p1); +} + +template +class _ConstTessMemberResultCallback_2_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_3(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_2_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_3(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_3::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_3(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_3::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_3(obj, member, p1, p2); +} +#endif + +template +class _TessMemberResultCallback_2_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_3( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_2_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_3( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_3::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_3(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_3::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_3(obj, member, p1, p2); +} +#endif + +template +class _TessFunctionResultCallback_2_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (*FunctionSignature)(P1,P2,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_3(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (*function_)(p1_,p2_,a1,a2,a3); + return result; + } else { + R result = (*function_)(p1_,p2_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_2_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (*FunctionSignature)(P1,P2,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_3(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (*function_)(p1_,p2_,a1,a2,a3); + } else { + (*function_)(p1_,p2_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_2_3::base* +NewTessCallback(R (*function)(P1,P2,A1,A2,A3), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_3(function, p1, p2); +} + +template +inline typename _TessFunctionResultCallback_2_3::base* +NewPermanentTessCallback(R (*function)(P1,P2,A1,A2,A3), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_3(function, p1, p2); +} + +template +class _ConstTessMemberResultCallback_3_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_3_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_3::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_3(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_3::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_3(obj, member, p1, p2, p3); +} +#endif + +template +class _TessMemberResultCallback_3_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_3_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_3::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_3(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_3::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_3(obj, member, p1, p2, p3); +} +#endif + +template +class _TessFunctionResultCallback_3_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (*FunctionSignature)(P1,P2,P3,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_3(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,a1,a2,a3); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_3_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (*FunctionSignature)(P1,P2,P3,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_3(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (*function_)(p1_,p2_,p3_,a1,a2,a3); + } else { + (*function_)(p1_,p2_,p3_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_3_3::base* +NewTessCallback(R (*function)(P1,P2,P3,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_3(function, p1, p2, p3); +} + +template +inline typename _TessFunctionResultCallback_3_3::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_3(function, p1, p2, p3); +} + +template +class _ConstTessMemberResultCallback_4_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_4_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_3::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_3(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_3::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_3(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessMemberResultCallback_4_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_4_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_3::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_3(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_3::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_3(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessFunctionResultCallback_4_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_3(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_4_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_3(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3); + } else { + (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_4_3::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_3(function, p1, p2, p3, p4); +} + +template +inline typename _TessFunctionResultCallback_4_3::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_3(function, p1, p2, p3, p4); +} + +template +class _ConstTessMemberResultCallback_5_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_5_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_3::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_3(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_3::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_3(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessMemberResultCallback_5_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_5_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_3::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_3(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_3::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_3(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessFunctionResultCallback_5_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_3(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_5_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_3(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_5_3::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_3(function, p1, p2, p3, p4, p5); +} + +template +inline typename _TessFunctionResultCallback_5_3::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_3(function, p1, p2, p3, p4, p5); +} + +template +class _ConstTessMemberResultCallback_6_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_6_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_3(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_3::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_3(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_3::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_3(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessMemberResultCallback_6_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_6_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_3( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_3::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_3(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_3::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_3(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessFunctionResultCallback_6_3 : public TessResultCallback3 { + public: + typedef TessResultCallback3 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_3(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_6_3 : public TessCallback3 { + public: + typedef TessCallback3 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_3(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_6_3::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_3(function, p1, p2, p3, p4, p5, p6); +} + +template +inline typename _TessFunctionResultCallback_6_3::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2,A3), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_3(function, p1, p2, p3, p4, p5, p6); +} + +template +class _ConstTessMemberResultCallback_0_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_4(const T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_0_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_4(const T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(a1,a2,a3,a4); + } else { + (object_->*member_)(a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_4::base* +NewTessCallback(const T1* obj, R (T2::*member)(A1,A2,A3,A4) const) { + return new _ConstTessMemberResultCallback_0_4(obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_4::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(A1,A2,A3,A4) const) { + return new _ConstTessMemberResultCallback_0_4(obj, member); +} +#endif + +template +class _TessMemberResultCallback_0_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_4( T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_0_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_4( T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(a1,a2,a3,a4); + } else { + (object_->*member_)(a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_4::base* +NewTessCallback( T1* obj, R (T2::*member)(A1,A2,A3,A4) ) { + return new _TessMemberResultCallback_0_4(obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_4::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(A1,A2,A3,A4) ) { + return new _TessMemberResultCallback_0_4(obj, member); +} +#endif + +template +class _TessFunctionResultCallback_0_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (*FunctionSignature)(A1,A2,A3,A4); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_4(FunctionSignature function) + : function_(function) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (*function_)(a1,a2,a3,a4); + return result; + } else { + R result = (*function_)(a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_0_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (*FunctionSignature)(A1,A2,A3,A4); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_4(FunctionSignature function) + : function_(function) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (*function_)(a1,a2,a3,a4); + } else { + (*function_)(a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_0_4::base* +NewTessCallback(R (*function)(A1,A2,A3,A4)) { + return new _TessFunctionResultCallback_0_4(function); +} + +template +inline typename _TessFunctionResultCallback_0_4::base* +NewPermanentTessCallback(R (*function)(A1,A2,A3,A4)) { + return new _TessFunctionResultCallback_0_4(function); +} + +template +class _ConstTessMemberResultCallback_1_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_4(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_1_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_4(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_4::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,A1,A2,A3,A4) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_4(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_4::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,A1,A2,A3,A4) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_4(obj, member, p1); +} +#endif + +template +class _TessMemberResultCallback_1_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_4( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_1_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_4( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_4::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3,A4) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_4(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_4::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3,A4) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_4(obj, member, p1); +} +#endif + +template +class _TessFunctionResultCallback_1_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (*FunctionSignature)(P1,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_4(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (*function_)(p1_,a1,a2,a3,a4); + return result; + } else { + R result = (*function_)(p1_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_1_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (*FunctionSignature)(P1,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_4(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (*function_)(p1_,a1,a2,a3,a4); + } else { + (*function_)(p1_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_1_4::base* +NewTessCallback(R (*function)(P1,A1,A2,A3,A4), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_4(function, p1); +} + +template +inline typename _TessFunctionResultCallback_1_4::base* +NewPermanentTessCallback(R (*function)(P1,A1,A2,A3,A4), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_4(function, p1); +} + +template +class _ConstTessMemberResultCallback_2_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_4(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_2_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_4(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_4::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_4(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_4::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_4(obj, member, p1, p2); +} +#endif + +template +class _TessMemberResultCallback_2_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_4( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_2_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_4( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_4::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_4(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_4::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_4(obj, member, p1, p2); +} +#endif + +template +class _TessFunctionResultCallback_2_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (*FunctionSignature)(P1,P2,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_4(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (*function_)(p1_,p2_,a1,a2,a3,a4); + return result; + } else { + R result = (*function_)(p1_,p2_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_2_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (*FunctionSignature)(P1,P2,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_4(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (*function_)(p1_,p2_,a1,a2,a3,a4); + } else { + (*function_)(p1_,p2_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_2_4::base* +NewTessCallback(R (*function)(P1,P2,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_4(function, p1, p2); +} + +template +inline typename _TessFunctionResultCallback_2_4::base* +NewPermanentTessCallback(R (*function)(P1,P2,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_4(function, p1, p2); +} + +template +class _ConstTessMemberResultCallback_3_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_3_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_4::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_4(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_4::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_4(obj, member, p1, p2, p3); +} +#endif + +template +class _TessMemberResultCallback_3_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_3_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_4::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_4(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_4::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_4(obj, member, p1, p2, p3); +} +#endif + +template +class _TessFunctionResultCallback_3_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (*FunctionSignature)(P1,P2,P3,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_4(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,a1,a2,a3,a4); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_3_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (*FunctionSignature)(P1,P2,P3,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_4(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (*function_)(p1_,p2_,p3_,a1,a2,a3,a4); + } else { + (*function_)(p1_,p2_,p3_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_3_4::base* +NewTessCallback(R (*function)(P1,P2,P3,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_4(function, p1, p2, p3); +} + +template +inline typename _TessFunctionResultCallback_3_4::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_4(function, p1, p2, p3); +} + +template +class _ConstTessMemberResultCallback_4_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_4_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_4::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_4(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_4::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_4(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessMemberResultCallback_4_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_4_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_4::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_4(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_4::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_4(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessFunctionResultCallback_4_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_4(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_4_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_4(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + } else { + (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_4_4::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_4(function, p1, p2, p3, p4); +} + +template +inline typename _TessFunctionResultCallback_4_4::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_4(function, p1, p2, p3, p4); +} + +template +class _ConstTessMemberResultCallback_5_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_5_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_4::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_4(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_4::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_4(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessMemberResultCallback_5_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_5_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_4::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_4(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_4::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_4(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessFunctionResultCallback_5_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_4(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_5_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_4(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_5_4::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_4(function, p1, p2, p3, p4, p5); +} + +template +inline typename _TessFunctionResultCallback_5_4::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_4(function, p1, p2, p3, p4, p5); +} + +template +class _ConstTessMemberResultCallback_6_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_6_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_4(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_4::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_4(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_4::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_4(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessMemberResultCallback_6_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_6_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_4( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_4::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_4(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_4::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_4(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessFunctionResultCallback_6_4 : public TessResultCallback4 { + public: + typedef TessResultCallback4 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_4(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_6_4 : public TessCallback4 { + public: + typedef TessCallback4 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_4(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_6_4::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_4(function, p1, p2, p3, p4, p5, p6); +} + +template +inline typename _TessFunctionResultCallback_6_4::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_4(function, p1, p2, p3, p4, p5, p6); +} + +template +class TessCallback5 { + public: + virtual ~TessCallback5() { } + virtual void Run(A1,A2,A3,A4,A5) = 0; +}; + +template +class TessResultCallback5 { + public: + virtual ~TessResultCallback5() { } + virtual R Run(A1,A2,A3,A4,A5) = 0; +}; + +template +class _ConstTessMemberResultCallback_0_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_5(const T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_0_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + + public: + inline _ConstTessMemberResultCallback_0_5(const T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(a1,a2,a3,a4,a5); + } else { + (object_->*member_)(a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_5::base* +NewTessCallback(const T1* obj, R (T2::*member)(A1,A2,A3,A4,A5) const) { + return new _ConstTessMemberResultCallback_0_5(obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_0_5::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(A1,A2,A3,A4,A5) const) { + return new _ConstTessMemberResultCallback_0_5(obj, member); +} +#endif + +template +class _TessMemberResultCallback_0_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_5( T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_0_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + + public: + inline _TessMemberResultCallback_0_5( T* object, MemberSignature member) + : object_(object), + member_(member) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(a1,a2,a3,a4,a5); + } else { + (object_->*member_)(a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_5::base* +NewTessCallback( T1* obj, R (T2::*member)(A1,A2,A3,A4,A5) ) { + return new _TessMemberResultCallback_0_5(obj, member); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_0_5::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(A1,A2,A3,A4,A5) ) { + return new _TessMemberResultCallback_0_5(obj, member); +} +#endif + +template +class _TessFunctionResultCallback_0_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (*FunctionSignature)(A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_5(FunctionSignature function) + : function_(function) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (*function_)(a1,a2,a3,a4,a5); + return result; + } else { + R result = (*function_)(a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_0_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (*FunctionSignature)(A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + + public: + inline _TessFunctionResultCallback_0_5(FunctionSignature function) + : function_(function) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (*function_)(a1,a2,a3,a4,a5); + } else { + (*function_)(a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_0_5::base* +NewTessCallback(R (*function)(A1,A2,A3,A4,A5)) { + return new _TessFunctionResultCallback_0_5(function); +} + +template +inline typename _TessFunctionResultCallback_0_5::base* +NewPermanentTessCallback(R (*function)(A1,A2,A3,A4,A5)) { + return new _TessFunctionResultCallback_0_5(function); +} + +template +class _ConstTessMemberResultCallback_1_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_5(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_1_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _ConstTessMemberResultCallback_1_5(const T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_5::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,A1,A2,A3,A4,A5) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_5(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_1_5::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,A1,A2,A3,A4,A5) const, typename Identity::type p1) { + return new _ConstTessMemberResultCallback_1_5(obj, member, p1); +} +#endif + +template +class _TessMemberResultCallback_1_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_5( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_1_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + + public: + inline _TessMemberResultCallback_1_5( T* object, MemberSignature member, P1 p1) + : object_(object), + member_(member), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_5::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3,A4,A5) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_5(obj, member, p1); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_1_5::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,A1,A2,A3,A4,A5) , typename Identity::type p1) { + return new _TessMemberResultCallback_1_5(obj, member, p1); +} +#endif + +template +class _TessFunctionResultCallback_1_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (*FunctionSignature)(P1,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_5(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (*function_)(p1_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (*function_)(p1_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_1_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (*FunctionSignature)(P1,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + + public: + inline _TessFunctionResultCallback_1_5(FunctionSignature function, P1 p1) + : function_(function), p1_(p1) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (*function_)(p1_,a1,a2,a3,a4,a5); + } else { + (*function_)(p1_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_1_5::base* +NewTessCallback(R (*function)(P1,A1,A2,A3,A4,A5), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_5(function, p1); +} + +template +inline typename _TessFunctionResultCallback_1_5::base* +NewPermanentTessCallback(R (*function)(P1,A1,A2,A3,A4,A5), typename Identity::type p1) { + return new _TessFunctionResultCallback_1_5(function, p1); +} + +template +class _ConstTessMemberResultCallback_2_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_5(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_2_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _ConstTessMemberResultCallback_2_5(const T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_5::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_5(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_2_5::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2) { + return new _ConstTessMemberResultCallback_2_5(obj, member, p1, p2); +} +#endif + +template +class _TessMemberResultCallback_2_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_5( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_2_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessMemberResultCallback_2_5( T* object, MemberSignature member, P1 p1, P2 p2) + : object_(object), + member_(member), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_5::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_5(obj, member, p1, p2); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_2_5::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2) { + return new _TessMemberResultCallback_2_5(obj, member, p1, p2); +} +#endif + +template +class _TessFunctionResultCallback_2_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (*FunctionSignature)(P1,P2,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_5(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (*function_)(p1_,p2_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (*function_)(p1_,p2_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_2_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (*FunctionSignature)(P1,P2,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + + public: + inline _TessFunctionResultCallback_2_5(FunctionSignature function, P1 p1, P2 p2) + : function_(function), p1_(p1), p2_(p2) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (*function_)(p1_,p2_,a1,a2,a3,a4,a5); + } else { + (*function_)(p1_,p2_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_2_5::base* +NewTessCallback(R (*function)(P1,P2,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_5(function, p1, p2); +} + +template +inline typename _TessFunctionResultCallback_2_5::base* +NewPermanentTessCallback(R (*function)(P1,P2,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2) { + return new _TessFunctionResultCallback_2_5(function, p1, p2); +} + +template +class _ConstTessMemberResultCallback_3_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_3_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _ConstTessMemberResultCallback_3_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_5::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_5(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_3_5::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _ConstTessMemberResultCallback_3_5(obj, member, p1, p2, p3); +} +#endif + +template +class _TessMemberResultCallback_3_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_3_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessMemberResultCallback_3_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_5::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_5(obj, member, p1, p2, p3); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_3_5::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessMemberResultCallback_3_5(obj, member, p1, p2, p3); +} +#endif + +template +class _TessFunctionResultCallback_3_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (*FunctionSignature)(P1,P2,P3,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_5(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_3_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (*FunctionSignature)(P1,P2,P3,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + + public: + inline _TessFunctionResultCallback_3_5(FunctionSignature function, P1 p1, P2 p2, P3 p3) + : function_(function), p1_(p1), p2_(p2), p3_(p3) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (*function_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + } else { + (*function_)(p1_,p2_,p3_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_3_5::base* +NewTessCallback(R (*function)(P1,P2,P3,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_5(function, p1, p2, p3); +} + +template +inline typename _TessFunctionResultCallback_3_5::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3) { + return new _TessFunctionResultCallback_3_5(function, p1, p2, p3); +} + +template +class _ConstTessMemberResultCallback_4_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_4_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _ConstTessMemberResultCallback_4_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_5::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_5(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_4_5::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _ConstTessMemberResultCallback_4_5(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessMemberResultCallback_4_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_4_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessMemberResultCallback_4_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_5::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_5(obj, member, p1, p2, p3, p4); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_4_5::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessMemberResultCallback_4_5(obj, member, p1, p2, p3, p4); +} +#endif + +template +class _TessFunctionResultCallback_4_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_5(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_4_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + + public: + inline _TessFunctionResultCallback_4_5(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + } else { + (*function_)(p1_,p2_,p3_,p4_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_4_5::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_5(function, p1, p2, p3, p4); +} + +template +inline typename _TessFunctionResultCallback_4_5::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4) { + return new _TessFunctionResultCallback_4_5(function, p1, p2, p3, p4); +} + +template +class _ConstTessMemberResultCallback_5_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_5_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _ConstTessMemberResultCallback_5_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_5::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_5(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_5_5::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _ConstTessMemberResultCallback_5_5(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessMemberResultCallback_5_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_5_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessMemberResultCallback_5_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_5::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_5(obj, member, p1, p2, p3, p4, p5); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_5_5::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessMemberResultCallback_5_5(obj, member, p1, p2, p3, p4, p5); +} +#endif + +template +class _TessFunctionResultCallback_5_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_5(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_5_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + + public: + inline _TessFunctionResultCallback_5_5(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_5_5::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_5(function, p1, p2, p3, p4, p5); +} + +template +inline typename _TessFunctionResultCallback_5_5::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5) { + return new _TessFunctionResultCallback_5_5(function, p1, p2, p3, p4, p5); +} + +template +class _ConstTessMemberResultCallback_6_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _ConstTessMemberResultCallback_6_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) const; + + private: + const T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _ConstTessMemberResultCallback_6_5(const T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_5::base* +NewTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_5(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _ConstTessMemberResultCallback_6_5::base* +NewPermanentTessCallback(const T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) const, typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _ConstTessMemberResultCallback_6_5(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessMemberResultCallback_6_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessMemberResultCallback_6_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (T::*MemberSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) ; + + private: + T* object_; + MemberSignature member_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessMemberResultCallback_6_5( T* object, MemberSignature member, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : object_(object), + member_(member), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + } else { + (object_->*member_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + member_ = NULL; + delete this; + } + } +}; + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_5::base* +NewTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_5(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +#ifndef SWIG +template +inline typename _TessMemberResultCallback_6_5::base* +NewPermanentTessCallback( T1* obj, R (T2::*member)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5) , typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessMemberResultCallback_6_5(obj, member, p1, p2, p3, p4, p5, p6); +} +#endif + +template +class _TessFunctionResultCallback_6_5 : public TessResultCallback5 { + public: + typedef TessResultCallback5 base; + typedef R (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_5(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual R Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + return result; + } else { + R result = (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + return result; + } + } +}; + +template +class _TessFunctionResultCallback_6_5 : public TessCallback5 { + public: + typedef TessCallback5 base; + typedef void (*FunctionSignature)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5); + + private: + FunctionSignature function_; + typename remove_reference::type p1_; + typename remove_reference::type p2_; + typename remove_reference::type p3_; + typename remove_reference::type p4_; + typename remove_reference::type p5_; + typename remove_reference::type p6_; + + public: + inline _TessFunctionResultCallback_6_5(FunctionSignature function, P1 p1, P2 p2, P3 p3, P4 p4, P5 p5, P6 p6) + : function_(function), p1_(p1), p2_(p2), p3_(p3), p4_(p4), p5_(p5), p6_(p6) { } + + virtual void Run(A1 a1,A2 a2,A3 a3,A4 a4,A5 a5) { + if (!del) { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + } else { + (*function_)(p1_,p2_,p3_,p4_,p5_,p6_,a1,a2,a3,a4,a5); + // zero out the pointer to ensure segfault if used again + function_ = NULL; + delete this; + } + } +}; + +template +inline typename _TessFunctionResultCallback_6_5::base* +NewTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_5(function, p1, p2, p3, p4, p5, p6); +} + +template +inline typename _TessFunctionResultCallback_6_5::base* +NewPermanentTessCallback(R (*function)(P1,P2,P3,P4,P5,P6,A1,A2,A3,A4,A5), typename Identity::type p1, typename Identity::type p2, typename Identity::type p3, typename Identity::type p4, typename Identity::type p5, typename Identity::type p6) { + return new _TessFunctionResultCallback_6_5(function, p1, p2, p3, p4, p5, p6); +} + +#endif /* _TESS_CALLBACK_SPECIALIZATIONS_H */ diff --git a/3rdparty/hgOCR/include/ccutil/tessdatamanager.cpp b/3rdparty/hgOCR/include/ccutil/tessdatamanager.cpp new file mode 100644 index 00000000..36b1c5f3 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/tessdatamanager.cpp @@ -0,0 +1,280 @@ +/////////////////////////////////////////////////////////////////////// +// File: tessdatamanager.cpp +// Description: Functions to handle loading/combining tesseract data files. +// Author: Daria Antonova +// Created: Wed Jun 03 11:26:43 PST 2009 +// +// (C) Copyright 2009, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifdef _MSC_VER +#pragma warning(disable:4244) // Conversion warnings +#endif + +#include "tessdatamanager.h" + +#include + +#include "helpers.h" +#include "serialis.h" +#include "strngs.h" +#include "tprintf.h" +#include "params.h" + +namespace tesseract { + +bool TessdataManager::Init(const char *data_file_name, int debug_level) { + int i; + debug_level_ = debug_level; + data_file_name_ = data_file_name; + data_file_ = fopen(data_file_name, "rb"); + if (data_file_ == NULL) { + tprintf("Error opening data file %s\n", data_file_name); + tprintf("Please make sure the TESSDATA_PREFIX environment variable is set " + "to the parent directory of your \"tessdata\" directory.\n"); + return false; + } + fread(&actual_tessdata_num_entries_, sizeof(inT32), 1, data_file_); + swap_ = (actual_tessdata_num_entries_ > kMaxNumTessdataEntries); + if (swap_) { + ReverseN(&actual_tessdata_num_entries_, + sizeof(actual_tessdata_num_entries_)); + } + if (actual_tessdata_num_entries_ > TESSDATA_NUM_ENTRIES) { + // For forward compatibility, truncate to the number we can handle. + actual_tessdata_num_entries_ = TESSDATA_NUM_ENTRIES; + } + fread(offset_table_, sizeof(inT64), + actual_tessdata_num_entries_, data_file_); + if (swap_) { + for (i = 0 ; i < actual_tessdata_num_entries_; ++i) { + ReverseN(&offset_table_[i], sizeof(offset_table_[i])); + } + } + if (debug_level_) { + tprintf("TessdataManager loaded %d types of tesseract data files.\n", + actual_tessdata_num_entries_); + for (i = 0; i < actual_tessdata_num_entries_; ++i) { + tprintf("Offset for type %d is %lld\n", i, offset_table_[i]); + } + } + return true; +} + +void TessdataManager::CopyFile(FILE *input_file, FILE *output_file, + bool newline_end, inT64 num_bytes_to_copy) { + if (num_bytes_to_copy == 0) return; + int buffer_size = 1024; + if (num_bytes_to_copy > 0 && buffer_size > num_bytes_to_copy) { + buffer_size = num_bytes_to_copy; + } + inT64 num_bytes_copied = 0; + char *chunk = new char[buffer_size]; + int bytes_read; + char last_char = 0x0; + while ((bytes_read = fread(chunk, sizeof(char), + buffer_size, input_file))) { + fwrite(chunk, sizeof(char), bytes_read, output_file); + last_char = chunk[bytes_read-1]; + if (num_bytes_to_copy > 0) { + num_bytes_copied += bytes_read; + if (num_bytes_copied == num_bytes_to_copy) break; + if (num_bytes_copied + buffer_size > num_bytes_to_copy) { + buffer_size = num_bytes_to_copy - num_bytes_copied; + } + } + } + if (newline_end) ASSERT_HOST(last_char == '\n'); + delete[] chunk; +} + +bool TessdataManager::WriteMetadata(inT64 *offset_table, + const char * language_data_path_prefix, + FILE *output_file) { + inT32 num_entries = TESSDATA_NUM_ENTRIES; + bool result = true; + if (fseek(output_file, 0, SEEK_SET) != 0 || + fwrite(&num_entries, sizeof(inT32), 1, output_file) != 1 || + fwrite(offset_table, sizeof(inT64), TESSDATA_NUM_ENTRIES, + output_file) != TESSDATA_NUM_ENTRIES) { + fclose(output_file); + result = false; + tprintf("WriteMetadata failed in TessdataManager!\n"); + } else if (fclose(output_file)) { + result = false; + tprintf("WriteMetadata failed to close file!\n"); + } else { + tprintf("TessdataManager combined tesseract data files.\n"); + for (int i = 0; i < TESSDATA_NUM_ENTRIES; ++i) { + tprintf("Offset for type %2d (%s%-22s) is %lld\n", i, + language_data_path_prefix, kTessdataFileSuffixes[i], + offset_table[i]); + } + } + return result; +} + +bool TessdataManager::CombineDataFiles( + const char *language_data_path_prefix, + const char *output_filename) { + int i; + inT64 offset_table[TESSDATA_NUM_ENTRIES]; + for (i = 0; i < TESSDATA_NUM_ENTRIES; ++i) offset_table[i] = -1; + FILE *output_file = fopen(output_filename, "wb"); + if (output_file == NULL) { + tprintf("Error opening %s for writing\n", output_filename); + return false; + } + // Leave some space for recording the offset_table. + if (fseek(output_file, + sizeof(inT32) + sizeof(inT64) * TESSDATA_NUM_ENTRIES, SEEK_SET)) { + tprintf("Error seeking %s\n", output_filename); + fclose(output_file); + return false; + } + + TessdataType type = TESSDATA_NUM_ENTRIES; + bool text_file = false; + FILE *file_ptr[TESSDATA_NUM_ENTRIES]; + + // Load individual tessdata components from files. + for (i = 0; i < TESSDATA_NUM_ENTRIES; ++i) { + ASSERT_HOST(TessdataTypeFromFileSuffix( + kTessdataFileSuffixes[i], &type, &text_file)); + STRING filename = language_data_path_prefix; + filename += kTessdataFileSuffixes[i]; + file_ptr[i] = fopen(filename.string(), "rb"); + if (file_ptr[i] != NULL) { + offset_table[type] = ftell(output_file); + CopyFile(file_ptr[i], output_file, text_file, -1); + fclose(file_ptr[i]); + } + } + + // Make sure that the required components are present. + if (file_ptr[TESSDATA_UNICHARSET] == NULL) { + tprintf("Error opening %sunicharset file\n", language_data_path_prefix); + fclose(output_file); + return false; + } + if (file_ptr[TESSDATA_INTTEMP] != NULL && + (file_ptr[TESSDATA_PFFMTABLE] == NULL || + file_ptr[TESSDATA_NORMPROTO] == NULL)) { + tprintf("Error opening %spffmtable and/or %snormproto files" + " while %sinttemp file was present\n", language_data_path_prefix, + language_data_path_prefix, language_data_path_prefix); + fclose(output_file); + return false; + } + + return WriteMetadata(offset_table, language_data_path_prefix, output_file); +} + +bool TessdataManager::OverwriteComponents( + const char *new_traineddata_filename, + char **component_filenames, + int num_new_components) { + int i; + inT64 offset_table[TESSDATA_NUM_ENTRIES]; + TessdataType type = TESSDATA_NUM_ENTRIES; + bool text_file = false; + FILE *file_ptr[TESSDATA_NUM_ENTRIES]; + for (i = 0; i < TESSDATA_NUM_ENTRIES; ++i) { + offset_table[i] = -1; + file_ptr[i] = NULL; + } + FILE *output_file = fopen(new_traineddata_filename, "wb"); + if (output_file == NULL) { + tprintf("Error opening %s for writing\n", new_traineddata_filename); + return false; + } + + // Leave some space for recording the offset_table. + if (fseek(output_file, + sizeof(inT32) + sizeof(inT64) * TESSDATA_NUM_ENTRIES, SEEK_SET)) { + fclose(output_file); + tprintf("Error seeking %s\n", new_traineddata_filename); + return false; + } + + // Open the files with the new components. + for (i = 0; i < num_new_components; ++i) { + if (TessdataTypeFromFileName(component_filenames[i], &type, &text_file)) + file_ptr[type] = fopen(component_filenames[i], "rb"); + } + + // Write updated data to the output traineddata file. + for (i = 0; i < TESSDATA_NUM_ENTRIES; ++i) { + if (file_ptr[i] != NULL) { + // Get the data from the opened component file. + offset_table[i] = ftell(output_file); + CopyFile(file_ptr[i], output_file, kTessdataFileIsText[i], -1); + fclose(file_ptr[i]); + } else { + // Get this data component from the loaded data file. + if (SeekToStart(static_cast(i))) { + offset_table[i] = ftell(output_file); + CopyFile(data_file_, output_file, kTessdataFileIsText[i], + GetEndOffset(static_cast(i)) - + ftell(data_file_) + 1); + } + } + } + const char *language_data_path_prefix = strchr(new_traineddata_filename, '.'); + return WriteMetadata(offset_table, language_data_path_prefix, output_file); +} + +bool TessdataManager::TessdataTypeFromFileSuffix( + const char *suffix, TessdataType *type, bool *text_file) { + for (int i = 0; i < TESSDATA_NUM_ENTRIES; ++i) { + if (strcmp(kTessdataFileSuffixes[i], suffix) == 0) { + *type = static_cast(i); + *text_file = kTessdataFileIsText[i]; + return true; + } + } + tprintf("TessdataManager can't determine which tessdata" + " component is represented by %s\n", suffix); + return false; +} + +bool TessdataManager::TessdataTypeFromFileName( + const char *filename, TessdataType *type, bool *text_file) { + // Get the file suffix (extension) + const char *suffix = strrchr(filename, '.'); + if (suffix == NULL || *(++suffix) == '\0') return false; + return TessdataTypeFromFileSuffix(suffix, type, text_file); +} + +bool TessdataManager::ExtractToFile(const char *filename) { + TessdataType type = TESSDATA_NUM_ENTRIES; + bool text_file = false; + ASSERT_HOST(tesseract::TessdataManager::TessdataTypeFromFileName( + filename, &type, &text_file)); + if (!SeekToStart(type)) return false; + + FILE *output_file = fopen(filename, "wb"); + if (output_file == NULL) { + tprintf("Error opening %s\n", filename); + exit(1); + } + inT64 begin_offset = ftell(GetDataFilePtr()); + inT64 end_offset = GetEndOffset(type); + tesseract::TessdataManager::CopyFile( + GetDataFilePtr(), output_file, text_file, + end_offset - begin_offset + 1); + fclose(output_file); + return true; +} + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccutil/tessdatamanager.h b/3rdparty/hgOCR/include/ccutil/tessdatamanager.h new file mode 100644 index 00000000..e583b700 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/tessdatamanager.h @@ -0,0 +1,299 @@ +/////////////////////////////////////////////////////////////////////// +// File: tessdatamanager.h +// Description: Functions to handle loading/combining tesseract data files. +// Author: Daria Antonova +// Created: Wed Jun 03 11:26:43 PST 2009 +// +// (C) Copyright 2009, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_TESSDATAMANAGER_H_ +#define TESSERACT_CCUTIL_TESSDATAMANAGER_H_ + +#include + +#include "host.h" +#include "strngs.h" +#include "tprintf.h" + +static const char kTrainedDataSuffix[] = "traineddata"; + +// When adding new tessdata types and file suffixes, please make sure to +// update TessdataType enum, kTessdataFileSuffixes and kTessdataFileIsText. +static const char kLangConfigFileSuffix[] = "config"; +static const char kUnicharsetFileSuffix[] = "unicharset"; +static const char kAmbigsFileSuffix[] = "unicharambigs"; +static const char kBuiltInTemplatesFileSuffix[] = "inttemp"; +static const char kBuiltInCutoffsFileSuffix[] = "pffmtable"; +static const char kNormProtoFileSuffix[] = "normproto"; +static const char kPuncDawgFileSuffix[] = "punc-dawg"; +static const char kSystemDawgFileSuffix[] = "word-dawg"; +static const char kNumberDawgFileSuffix[] = "number-dawg"; +static const char kFreqDawgFileSuffix[] = "freq-dawg"; +static const char kFixedLengthDawgsFileSuffix[] = "fixed-length-dawgs"; +static const char kCubeUnicharsetFileSuffix[] = "cube-unicharset"; +static const char kCubeSystemDawgFileSuffix[] = "cube-word-dawg"; +static const char kShapeTableFileSuffix[] = "shapetable"; +static const char kBigramDawgFileSuffix[] = "bigram-dawg"; +static const char kUnambigDawgFileSuffix[] = "unambig-dawg"; +static const char kParamsModelFileSuffix[] = "params-model"; + +namespace tesseract { + +enum TessdataType { + TESSDATA_LANG_CONFIG, // 0 + TESSDATA_UNICHARSET, // 1 + TESSDATA_AMBIGS, // 2 + TESSDATA_INTTEMP, // 3 + TESSDATA_PFFMTABLE, // 4 + TESSDATA_NORMPROTO, // 5 + TESSDATA_PUNC_DAWG, // 6 + TESSDATA_SYSTEM_DAWG, // 7 + TESSDATA_NUMBER_DAWG, // 8 + TESSDATA_FREQ_DAWG, // 9 + TESSDATA_FIXED_LENGTH_DAWGS, // 10 // deprecated + TESSDATA_CUBE_UNICHARSET, // 11 + TESSDATA_CUBE_SYSTEM_DAWG, // 12 + TESSDATA_SHAPE_TABLE, // 13 + TESSDATA_BIGRAM_DAWG, // 14 + TESSDATA_UNAMBIG_DAWG, // 15 + TESSDATA_PARAMS_MODEL, // 16 + + TESSDATA_NUM_ENTRIES +}; + +/** + * kTessdataFileSuffixes[i] indicates the file suffix for + * tessdata of type i (from TessdataType enum). + */ +static const char *const kTessdataFileSuffixes[] = { + kLangConfigFileSuffix, // 0 + kUnicharsetFileSuffix, // 1 + kAmbigsFileSuffix, // 2 + kBuiltInTemplatesFileSuffix, // 3 + kBuiltInCutoffsFileSuffix, // 4 + kNormProtoFileSuffix, // 5 + kPuncDawgFileSuffix, // 6 + kSystemDawgFileSuffix, // 7 + kNumberDawgFileSuffix, // 8 + kFreqDawgFileSuffix, // 9 + kFixedLengthDawgsFileSuffix, // 10 // deprecated + kCubeUnicharsetFileSuffix, // 11 + kCubeSystemDawgFileSuffix, // 12 + kShapeTableFileSuffix, // 13 + kBigramDawgFileSuffix, // 14 + kUnambigDawgFileSuffix, // 15 + kParamsModelFileSuffix, // 16 +}; + +/** + * If kTessdataFileIsText[i] is true - the tessdata component + * of type i (from TessdataType enum) is text, and is binary otherwise. + */ +static const bool kTessdataFileIsText[] = { + true, // 0 + true, // 1 + true, // 2 + false, // 3 + true, // 4 + true, // 5 + false, // 6 + false, // 7 + false, // 8 + false, // 9 + false, // 10 // deprecated + true, // 11 + false, // 12 + false, // 13 + false, // 14 + false, // 15 + true, // 16 +}; + +/** + * TessdataType could be updated to contain more entries, however + * we do not expect that number to be astronomically high. + * In order to automatically detect endianness TessdataManager will + * flip the bits if actual_tessdata_num_entries_ is larger than + * kMaxNumTessdataEntries. + */ +static const int kMaxNumTessdataEntries = 1000; + + +class TessdataManager { + public: + TessdataManager() { + data_file_ = NULL; + actual_tessdata_num_entries_ = 0; + for (int i = 0; i < TESSDATA_NUM_ENTRIES; ++i) { + offset_table_[i] = -1; + } + } + ~TessdataManager() {} + int DebugLevel() { return debug_level_; } + + /** + * Opens the given data file and reads the offset table. + * @return true on success. + */ + bool Init(const char *data_file_name, int debug_level); + + // Return the name of the underlying data file. + const STRING &GetDataFileName() const { return data_file_name_; } + + /** Returns data file pointer. */ + inline FILE *GetDataFilePtr() const { return data_file_; } + + /** + * Returns false if there is no data of the given type. + * Otherwise does a seek on the data_file_ to position the pointer + * at the start of the data of the given type. + */ + inline bool SeekToStart(TessdataType tessdata_type) { + if (debug_level_) { + tprintf("TessdataManager: seek to offset %lld - start of tessdata" + "type %d (%s))\n", offset_table_[tessdata_type], + tessdata_type, kTessdataFileSuffixes[tessdata_type]); + } + if (offset_table_[tessdata_type] < 0) { + return false; + } else { + ASSERT_HOST(fseek(data_file_, + static_cast(offset_table_[tessdata_type]), + SEEK_SET) == 0); + return true; + } + } + /** Returns the end offset for the given tesseract data file type. */ + inline inT64 GetEndOffset(TessdataType tessdata_type) const { + int index = tessdata_type + 1; + while (index < actual_tessdata_num_entries_ && offset_table_[index] == -1) { + ++index; // skip tessdata types not present in the combined file + } + if (debug_level_) { + tprintf("TessdataManager: end offset for type %d is %lld\n", + tessdata_type, + (index == actual_tessdata_num_entries_) ? -1 + : offset_table_[index]); + } + return (index == actual_tessdata_num_entries_) ? -1 : offset_table_[index] - 1; + } + /** Closes data_file_ (if it was opened by Init()). */ + inline void End() { + if (data_file_ != NULL) { + fclose(data_file_); + data_file_ = NULL; + } + } + bool swap() const { + return swap_; + } + + /** Writes the number of entries and the given offset table to output_file. + * Returns false on error. + */ + static bool WriteMetadata(inT64 *offset_table, + const char *language_data_path_prefix, + FILE *output_file); + + /** + * Reads all the standard tesseract config and data files for a language + * at the given path and bundles them up into one binary data file. + * Returns true if the combined traineddata file was successfully written. + */ + static bool CombineDataFiles(const char *language_data_path_prefix, + const char *output_filename); + + /** + * Gets the individual components from the data_file_ with which the class was + * initialized. Overwrites the components specified by component_filenames. + * Writes the updated traineddata file to new_traineddata_filename. + */ + bool OverwriteComponents(const char *new_traineddata_filename, + char **component_filenames, + int num_new_components); + + /** + * Extracts tessdata component implied by the name of the input file from + * the combined traineddata loaded into TessdataManager. + * Writes the extracted component to the file indicated by the file name. + * E.g. if the filename given is somepath/somelang.unicharset, unicharset + * will be extracted from the data loaded into the TessdataManager and will + * be written to somepath/somelang.unicharset. + * @return true if the component was successfully extracted, false if the + * component was not present in the traineddata loaded into TessdataManager. + */ + bool ExtractToFile(const char *filename); + + /** + * Copies data from the given input file to the output_file provided. + * If num_bytes_to_copy is >= 0, only num_bytes_to_copy is copied from + * the input file, otherwise all the data in the input file is copied. + */ + static void CopyFile(FILE *input_file, FILE *output_file, + bool newline_end, inT64 num_bytes_to_copy); + + /** + * Fills type with TessdataType of the tessdata component represented by the + * given file name. E.g. tessdata/eng.unicharset -> TESSDATA_UNICHARSET. + * Sets *text_file to true if the component is in text format (e.g. + * unicharset, unichar ambigs, config, etc). + * @return true if the tessdata component type could be determined + * from the given file name. + */ + static bool TessdataTypeFromFileSuffix(const char *suffix, + TessdataType *type, + bool *text_file); + + /** + * Tries to determine tessdata component file suffix from filename, + * returns true on success. + */ + static bool TessdataTypeFromFileName(const char *filename, + TessdataType *type, + bool *text_file); + + private: + + /** + * Opens the file whose name is a concatenation of language_data_path_prefix + * and file_suffix. Returns a file pointer to the opened file. + */ + static FILE *GetFilePtr(const char *language_data_path_prefix, + const char *file_suffix, bool text_file); + + /** + * Each offset_table_[i] contains a file offset in the combined data file + * where the data of TessdataFileType i is stored. + */ + inT64 offset_table_[TESSDATA_NUM_ENTRIES]; + /** + * Actual number of entries in the tessdata table. This value can only be + * same or smaller than TESSDATA_NUM_ENTRIES, but can never be larger, + * since then it would be impossible to interpret the type of tessdata at + * indices same and higher than TESSDATA_NUM_ENTRIES. + * This parameter is used to allow for backward compatibility + * when new tessdata types are introduced. + */ + inT32 actual_tessdata_num_entries_; + STRING data_file_name_; // name of the data file. + FILE *data_file_; ///< pointer to the data file. + int debug_level_; + // True if the bytes need swapping. + bool swap_; +}; + + +} // namespace tesseract + +#endif // TESSERACT_CCUTIL_TESSDATAMANAGER_H_ diff --git a/3rdparty/hgOCR/include/ccutil/tprintf.cpp b/3rdparty/hgOCR/include/ccutil/tprintf.cpp new file mode 100644 index 00000000..926c1bc4 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/tprintf.cpp @@ -0,0 +1,71 @@ +/********************************************************************** + * File: tprintf.c + * Description: Trace version of printf - portable between UX and NT + * Author: Phil Cheatle + * Created: Wed Jun 28 15:01:15 BST 1995 + * + * (C) Copyright 1995, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +// Include automatically generated configuration file if running autoconf. +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif + +#include +#include +#include "ccutil.h" +#include "params.h" +#include "strngs.h" +#include "tprintf.h" + +#define MAX_MSG_LEN 65536 + +#define EXTERN +// Since tprintf is protected by a mutex, these parameters can remain global. +DLLSYM STRING_VAR(debug_file, "", "File to send tprintf output to"); + +DLLSYM void +tprintf_internal( // Trace printf + const char *format, ... // Message +) { + tesseract::tprintfMutex.Lock(); + va_list args; // variable args + static FILE *debugfp = NULL; // debug file + // debug window + inT32 offset = 0; // into message + static char msg[MAX_MSG_LEN + 1]; + + va_start(args, format); // variable list + // Format into msg + #ifdef _WIN32 + offset += _vsnprintf(msg + offset, MAX_MSG_LEN - offset, format, args); + if (strcmp(debug_file.string(), "/dev/null") == 0) + debug_file.set_value("nul"); + #else + offset += vsnprintf(msg + offset, MAX_MSG_LEN - offset, format, args); + #endif + va_end(args); + + if (debugfp == NULL && strlen(debug_file.string()) > 0) { + debugfp = fopen(debug_file.string(), "wb"); + } else if (debugfp != NULL && strlen(debug_file.string()) == 0) { + fclose(debugfp); + debugfp = NULL; + } + if (debugfp != NULL) + fprintf(debugfp, "%s", msg); + else + fprintf(stderr, "%s", msg); + tesseract::tprintfMutex.Unlock(); +} diff --git a/3rdparty/hgOCR/include/ccutil/tprintf.h b/3rdparty/hgOCR/include/ccutil/tprintf.h new file mode 100644 index 00000000..27a33823 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/tprintf.h @@ -0,0 +1,36 @@ +/********************************************************************** + * File: tprintf.h + * Description: Trace version of printf - portable between UX and NT + * Author: Phil Cheatle + * Created: Wed Jun 28 15:01:15 BST 1995 + * + * (C) Copyright 1995, Hewlett-Packard Ltd. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCUTIL_TPRINTF_H +#define TESSERACT_CCUTIL_TPRINTF_H + +#include "params.h" + +extern DLLSYM STRING_VAR_H(debug_file, "", + "File to send tprintf output to"); +extern DLLSYM BOOL_VAR_H(debug_window_on, TRUE, + "Send tprintf to window unless file set"); + +// Main logging function. +#define tprintf(...) tprintf_internal(__VA_ARGS__) + +extern TESS_API void tprintf_internal( // Trace printf + const char *format, ...); // Message + +#endif // define TESSERACT_CCUTIL_TPRINTF_H diff --git a/3rdparty/hgOCR/include/ccutil/unichar.cpp b/3rdparty/hgOCR/include/ccutil/unichar.cpp new file mode 100644 index 00000000..0ceced13 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unichar.cpp @@ -0,0 +1,225 @@ +/////////////////////////////////////////////////////////////////////// +// File: unichar.cpp +// Description: Unicode character/ligature class. +// Author: Ray Smith +// Created: Wed Jun 28 17:05:01 PDT 2006 +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "unichar.h" +#include "errcode.h" +#include "genericvector.h" +#include "tprintf.h" + +#define UNI_MAX_LEGAL_UTF32 0x0010FFFF + +// Construct from a utf8 string. If len<0 then the string is null terminated. +// If the string is too long to fit in the UNICHAR then it takes only what +// will fit. Checks for illegal input and stops at an illegal sequence. +// The resulting UNICHAR may be empty. +UNICHAR::UNICHAR(const char* utf8_str, int len) { + int total_len = 0; + int step = 0; + if (len < 0) { + for (len = 0; len < UNICHAR_LEN && utf8_str[len] != 0; ++len); + } + for (total_len = 0; total_len < len; total_len += step) { + step = utf8_step(utf8_str + total_len); + if (total_len + step > UNICHAR_LEN) + break; // Too long. + if (step == 0) + break; // Illegal first byte. + int i; + for (i = 1; i < step; ++i) + if ((utf8_str[total_len + i] & 0xc0) != 0x80) + break; + if (i < step) + break; // Illegal surrogate + } + memcpy(chars, utf8_str, total_len); + if (total_len < UNICHAR_LEN) { + chars[UNICHAR_LEN - 1] = total_len; + while (total_len < UNICHAR_LEN - 1) + chars[total_len++] = 0; + } +} + +// Construct from a single UCS4 character. Illegal values are ignored, +// resulting in an empty UNICHAR. +UNICHAR::UNICHAR(int unicode) { + const int bytemask = 0xBF; + const int bytemark = 0x80; + + if (unicode < 0x80) { + chars[UNICHAR_LEN - 1] = 1; + chars[2] = 0; + chars[1] = 0; + chars[0] = static_cast(unicode); + } else if (unicode < 0x800) { + chars[UNICHAR_LEN - 1] = 2; + chars[2] = 0; + chars[1] = static_cast((unicode | bytemark) & bytemask); + unicode >>= 6; + chars[0] = static_cast(unicode | 0xc0); + } else if (unicode < 0x10000) { + chars[UNICHAR_LEN - 1] = 3; + chars[2] = static_cast((unicode | bytemark) & bytemask); + unicode >>= 6; + chars[1] = static_cast((unicode | bytemark) & bytemask); + unicode >>= 6; + chars[0] = static_cast(unicode | 0xe0); + } else if (unicode <= UNI_MAX_LEGAL_UTF32) { + chars[UNICHAR_LEN - 1] = 4; + chars[3] = static_cast((unicode | bytemark) & bytemask); + unicode >>= 6; + chars[2] = static_cast((unicode | bytemark) & bytemask); + unicode >>= 6; + chars[1] = static_cast((unicode | bytemark) & bytemask); + unicode >>= 6; + chars[0] = static_cast(unicode | 0xf0); + } else { + memset(chars, 0, UNICHAR_LEN); + } +} + +// Get the first character as UCS-4. +int UNICHAR::first_uni() const { + static const int utf8_offsets[5] = { + 0, 0, 0x3080, 0xE2080, 0x3C82080 + }; + int uni = 0; + int len = utf8_step(chars); + const char* src = chars; + + switch (len) { + default: + break; + case 4: + uni += static_cast(*src++); + uni <<= 6; + case 3: + uni += static_cast(*src++); + uni <<= 6; + case 2: + uni += static_cast(*src++); + uni <<= 6; + case 1: + uni += static_cast(*src++); + } + uni -= utf8_offsets[len]; + return uni; +} + +// Get a terminated UTF8 string: Must delete[] it after use. +char* UNICHAR::utf8_str() const { + int len = utf8_len(); + char* str = new char[len + 1]; + memcpy(str, chars, len); + str[len] = 0; + return str; +} + +// Get the number of bytes in the first character of the given utf8 string. +int UNICHAR::utf8_step(const char* utf8_str) { + static const char utf8_bytes[256] = { + 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, + 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, + 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, + 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, + 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, + 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, + 2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2, 2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2, + 3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3, 4,4,4,4,4,4,4,4,0,0,0,0,0,0,0,0 + }; + + return utf8_bytes[static_cast(*utf8_str)]; +} + +UNICHAR::const_iterator& UNICHAR::const_iterator::operator++() { + ASSERT_HOST(it_ != NULL); + int step = utf8_step(it_); + if (step == 0) { + tprintf("ERROR: Illegal UTF8 encountered.\n"); + for (int i = 0; i < 5 && it_[i] != '\0'; ++i) { + tprintf("Index %d char = 0x%x\n", i, it_[i]); + } + step = 1; + } + it_ += step; + return *this; +} + +int UNICHAR::const_iterator::operator*() const { + ASSERT_HOST(it_ != NULL); + const int len = utf8_step(it_); + if (len == 0) { + tprintf("WARNING: Illegal UTF8 encountered\n"); + return ' '; + } + UNICHAR uch(it_, len); + return uch.first_uni(); +} + +int UNICHAR::const_iterator::get_utf8(char* utf8_output) const { + ASSERT_HOST(it_ != NULL); + const int len = utf8_step(it_); + if (len == 0) { + tprintf("WARNING: Illegal UTF8 encountered\n"); + utf8_output[0] = ' '; + return 1; + } + strncpy(utf8_output, it_, len); + return len; +} + +int UNICHAR::const_iterator::utf8_len() const { + ASSERT_HOST(it_ != NULL); + const int len = utf8_step(it_); + if (len == 0) { + tprintf("WARNING: Illegal UTF8 encountered\n"); + return 1; + } + return len; +} + +bool UNICHAR::const_iterator::is_legal() const { + return utf8_step(it_) > 0; +} + +UNICHAR::const_iterator UNICHAR::begin(const char* utf8_str, const int len) { + return UNICHAR::const_iterator(utf8_str); +} + +UNICHAR::const_iterator UNICHAR::end(const char* utf8_str, const int len) { + return UNICHAR::const_iterator(utf8_str + len); +} + +// Converts a utf-8 string to a vector of unicodes. +// Returns false if the input contains invalid UTF-8, and replaces +// the rest of the string with a single space. +bool UNICHAR::UTF8ToUnicode(const char* utf8_str, + GenericVector* unicodes) { + const int utf8_length = strlen(utf8_str); + const_iterator end_it(end(utf8_str, utf8_length)); + for (const_iterator it(begin(utf8_str, utf8_length)); it != end_it; ++it) { + if (it.is_legal()) { + unicodes->push_back(*it); + } else { + unicodes->push_back(' '); + return false; + } + } + return true; +} + diff --git a/3rdparty/hgOCR/include/ccutil/unichar.h b/3rdparty/hgOCR/include/ccutil/unichar.h new file mode 100644 index 00000000..c5bc0ae7 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unichar.h @@ -0,0 +1,165 @@ +/////////////////////////////////////////////////////////////////////// +// File: unichar.h +// Description: Unicode character/ligature class. +// Author: Ray Smith +// Created: Wed Jun 28 17:05:01 PDT 2006 +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_UNICHAR_H__ +#define TESSERACT_CCUTIL_UNICHAR_H__ + +#include +#include + +template class GenericVector; + +// Maximum number of characters that can be stored in a UNICHAR. Must be +// at least 4. Must not exceed 31 without changing the coding of length. +#define UNICHAR_LEN 30 + +// A UNICHAR_ID is the unique id of a unichar. +typedef int UNICHAR_ID; + +// A variable to indicate an invalid or uninitialized unichar id. +static const int INVALID_UNICHAR_ID = -1; +// A special unichar that corresponds to INVALID_UNICHAR_ID. +static const char INVALID_UNICHAR[] = "__INVALID_UNICHAR__"; + +enum StrongScriptDirection { + DIR_NEUTRAL = 0, // Text contains only neutral characters. + DIR_LEFT_TO_RIGHT = 1, // Text contains no Right-to-Left characters. + DIR_RIGHT_TO_LEFT = 2, // Text contains no Left-to-Right characters. + DIR_MIX = 3, // Text contains a mixture of left-to-right + // and right-to-left characters. +}; + +// The UNICHAR class holds a single classification result. This may be +// a single Unicode character (stored as between 1 and 4 utf8 bytes) or +// multiple Unicode characters representing the NFKC expansion of a ligature +// such as fi, ffl etc. These are also stored as utf8. +class UNICHAR { + public: + UNICHAR() { + memset(chars, 0, UNICHAR_LEN); + } + + // Construct from a utf8 string. If len<0 then the string is null terminated. + // If the string is too long to fit in the UNICHAR then it takes only what + // will fit. + UNICHAR(const char* utf8_str, int len); + + // Construct from a single UCS4 character. + explicit UNICHAR(int unicode); + + // Default copy constructor and operator= are OK. + + // Get the first character as UCS-4. + int first_uni() const; + + // Get the length of the UTF8 string. + int utf8_len() const { + int len = chars[UNICHAR_LEN - 1]; + return len >=0 && len < UNICHAR_LEN ? len : UNICHAR_LEN; + } + + // Get a UTF8 string, but NOT NULL terminated. + const char* utf8() const { + return chars; + } + + // Get a terminated UTF8 string: Must delete[] it after use. + char* utf8_str() const; + + // Get the number of bytes in the first character of the given utf8 string. + static int utf8_step(const char* utf8_str); + + // A class to simplify iterating over and accessing elements of a UTF8 + // string. Note that unlike the UNICHAR class, const_iterator does NOT COPY or + // take ownership of the underlying byte array. It also does not permit + // modification of the array (as the name suggests). + // + // Example: + // for (UNICHAR::const_iterator it = UNICHAR::begin(str, str_len); + // it != UNICHAR::end(str, len); + // ++it) { + // tprintf("UCS-4 symbol code = %d\n", *it); + // char buf[5]; + // int char_len = it.get_utf8(buf); buf[char_len] = '\0'; + // tprintf("Char = %s\n", buf); + // } + class const_iterator { + typedef const_iterator CI; + + public: + // Step to the next UTF8 character. + // If the current position is at an illegal UTF8 character, then print an + // error message and step by one byte. If the current position is at a NULL + // value, don't step past it. + const_iterator& operator++(); + + // Return the UCS-4 value at the current position. + // If the current position is at an illegal UTF8 value, return a single + // space character. + int operator*() const; + + // Store the UTF-8 encoding of the current codepoint into buf, which must be + // at least 4 bytes long. Return the number of bytes written. + // If the current position is at an illegal UTF8 value, writes a single + // space character and returns 1. + // Note that this method does not null-terminate the buffer. + int get_utf8(char* buf) const; + // Returns the number of bytes of the current codepoint. Returns 1 if the + // current position is at an illegal UTF8 value. + int utf8_len() const; + // Returns true if the UTF-8 encoding at the current position is legal. + bool is_legal() const; + + // Return the pointer into the string at the current position. + const char* utf8_data() const { return it_; } + + // Iterator equality operators. + friend bool operator==(const CI& lhs, const CI& rhs) { + return lhs.it_ == rhs.it_; + } + friend bool operator!=(const CI& lhs, const CI& rhs) { + return !(lhs == rhs); + } + + private: + friend class UNICHAR; + explicit const_iterator(const char* it) : it_(it) {} + + const char* it_; // Pointer into the string. + }; + + // Create a start/end iterator pointing to a string. Note that these methods + // are static and do NOT create a copy or take ownership of the underlying + // array. + static const_iterator begin(const char* utf8_str, const int byte_length); + static const_iterator end(const char* utf8_str, const int byte_length); + + // Converts a utf-8 string to a vector of unicodes. + // Returns false if the input contains invalid UTF-8, and replaces + // the rest of the string with a single space. + static bool UTF8ToUnicode(const char* utf8_str, GenericVector* unicodes); + + private: + // A UTF-8 representation of 1 or more Unicode characters. + // The last element (chars[UNICHAR_LEN - 1]) is a length if + // its value < UNICHAR_LEN, otherwise it is a genuine character. + char chars[UNICHAR_LEN]; +}; + +#endif // TESSERACT_CCUTIL_UNICHAR_H__ diff --git a/3rdparty/hgOCR/include/ccutil/unicharmap.cpp b/3rdparty/hgOCR/include/ccutil/unicharmap.cpp new file mode 100644 index 00000000..6b1bb1d6 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unicharmap.cpp @@ -0,0 +1,172 @@ +/////////////////////////////////////////////////////////////////////// +// File: unicharmap.cpp +// Description: Unicode character/ligature to integer id class. +// Author: Thomas Kielbus +// Created: Wed Jun 28 17:05:01 PDT 2006 +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include +#include "unichar.h" +#include "host.h" +#include "unicharmap.h" + +UNICHARMAP::UNICHARMAP() : +nodes(0) { +} + +UNICHARMAP::~UNICHARMAP() { + if (nodes != 0) + delete[] nodes; +} + +// Search the given unichar representation in the tree. Each character in the +// string is interpreted as an index in an array of nodes. +UNICHAR_ID UNICHARMAP::unichar_to_id(const char* const unichar_repr) const { + const char* current_char = unichar_repr; + UNICHARMAP_NODE* current_nodes = nodes; + + assert(*unichar_repr != '\0'); + + do { + if (*(current_char + 1) == '\0') + return current_nodes[static_cast(*current_char)].id; + current_nodes = + current_nodes[static_cast(*current_char)].children; + ++current_char; + } while (true); +} + +// Search the given unichar representation in the tree, using length characters +// from it maximum. Each character in the string is interpreted as an index in +// an array of nodes. +UNICHAR_ID UNICHARMAP::unichar_to_id(const char* const unichar_repr, + int length) const { + const char* current_char = unichar_repr; + UNICHARMAP_NODE* current_nodes = nodes; + + assert(*unichar_repr != '\0'); + assert(length > 0 && length <= UNICHAR_LEN); + + do { + if (length == 1 || *(current_char + 1) == '\0') + return current_nodes[static_cast(*current_char)].id; + current_nodes = + current_nodes[static_cast(*current_char)].children; + ++current_char; + --length; + } while (true); +} + +// Search the given unichar representation in the tree, creating the possibly +// missing nodes. Once the right place has been found, insert the given id and +// update the inserted flag to keep track of the insert. Each character in the +// string is interpreted as an index in an array of nodes. +void UNICHARMAP::insert(const char* const unichar_repr, UNICHAR_ID id) { + const char* current_char = unichar_repr; + UNICHARMAP_NODE** current_nodes_pointer = &nodes; + + assert(*unichar_repr != '\0'); + assert(id >= 0); + + do { + if (*current_nodes_pointer == 0) + *current_nodes_pointer = new UNICHARMAP_NODE[256]; + if (*(current_char + 1) == '\0') { + (*current_nodes_pointer) + [static_cast(*current_char)].id = id; + return; + } + current_nodes_pointer = + &((*current_nodes_pointer) + [static_cast(*current_char)].children); + ++current_char; + } while (true); +} + +// Search the given unichar representation in the tree. Each character in the +// string is interpreted as an index in an array of nodes. Stop once the tree +// does not have anymore nodes or once we found the right unichar_repr. +bool UNICHARMAP::contains(const char* const unichar_repr) const { + if (unichar_repr == NULL || *unichar_repr == '\0') return false; + + const char* current_char = unichar_repr; + UNICHARMAP_NODE* current_nodes = nodes; + + while (current_nodes != 0 && *(current_char + 1) != '\0') { + current_nodes = + current_nodes[static_cast(*current_char)].children; + ++current_char; + } + return current_nodes != 0 && *(current_char + 1) == '\0' && + current_nodes[static_cast(*current_char)].id >= 0; +} + +// Search the given unichar representation in the tree, using length characters +// from it maximum. Each character in the string is interpreted as an index in +// an array of nodes. Stop once the tree does not have anymore nodes or once we +// found the right unichar_repr. +bool UNICHARMAP::contains(const char* const unichar_repr, + int length) const { + if (unichar_repr == NULL || *unichar_repr == '\0') return false; + if (length <= 0 || length > UNICHAR_LEN) return false; + + const char* current_char = unichar_repr; + UNICHARMAP_NODE* current_nodes = nodes; + + while (current_nodes != 0 && (length > 1 && *(current_char + 1) != '\0')) { + current_nodes = + current_nodes[static_cast(*current_char)].children; + --length; + ++current_char; + } + return current_nodes != 0 && (length == 1 || *(current_char + 1) == '\0') && + current_nodes[static_cast(*current_char)].id >= 0; +} + +// Return the minimum number of characters that must be used from this string +// to obtain a match in the UNICHARMAP. +int UNICHARMAP::minmatch(const char* const unichar_repr) const { + const char* current_char = unichar_repr; + UNICHARMAP_NODE* current_nodes = nodes; + + while (current_nodes != NULL && *current_char != '\0') { + if (current_nodes[static_cast(*current_char)].id >= 0) + return current_char + 1 - unichar_repr; + current_nodes = + current_nodes[static_cast(*current_char)].children; + ++current_char; + } + return 0; +} + +void UNICHARMAP::clear() { + if (nodes != 0) + { + delete[] nodes; + nodes = 0; + } +} + +UNICHARMAP::UNICHARMAP_NODE::UNICHARMAP_NODE() : +children(0), +id(-1) { +} + +// Recursively delete the children +UNICHARMAP::UNICHARMAP_NODE::~UNICHARMAP_NODE() { + if (children != 0) { + delete[] children; + } +} diff --git a/3rdparty/hgOCR/include/ccutil/unicharmap.h b/3rdparty/hgOCR/include/ccutil/unicharmap.h new file mode 100644 index 00000000..ad901585 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unicharmap.h @@ -0,0 +1,82 @@ +/////////////////////////////////////////////////////////////////////// +// File: unicharmap.h +// Description: Unicode character/ligature to integer id class. +// Author: Thomas Kielbus +// Created: Wed Jun 28 17:05:01 PDT 2006 +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_UNICHARMAP_H__ +#define TESSERACT_CCUTIL_UNICHARMAP_H__ + +#include "unichar.h" + +// A UNICHARMAP stores unique unichars. Each of them is associated with one +// UNICHAR_ID. +class UNICHARMAP { + public: + + // Create an empty UNICHARMAP + UNICHARMAP(); + + ~UNICHARMAP(); + + // Insert the given unichar represention in the UNICHARMAP and associate it + // with the given id. The length of the representation MUST be non-zero. + void insert(const char* const unichar_repr, UNICHAR_ID id); + + // Return the id associated with the given unichar representation, + // this representation MUST exist within the UNICHARMAP. + // The length of the representation MUST be non-zero. + UNICHAR_ID unichar_to_id(const char* const unichar_repr) const; + + // Return the id associated with the given unichar representation, + // this representation MUST exist within the UNICHARMAP. The first + // length characters (maximum) from unichar_repr are used. The length + // MUST be non-zero. + UNICHAR_ID unichar_to_id(const char* const unichar_repr, int length) const; + + // Return true if the given unichar representation is already present in the + // UNICHARMAP. The length of the representation MUST be non-zero. + bool contains(const char* const unichar_repr) const; + + // Return true if the given unichar representation is already present in the + // UNICHARMAP. The first length characters (maximum) from unichar_repr are + // used. The length MUST be non-zero. + bool contains(const char* const unichar_repr, int length) const; + + // Return the minimum number of characters that must be used from this string + // to obtain a match in the UNICHARMAP. + int minmatch(const char* const unichar_repr) const; + + // Clear the UNICHARMAP. All previous data is lost. + void clear(); + + private: + + // The UNICHARMAP is represented as a tree whose nodes are of type + // UNICHARMAP_NODE. + struct UNICHARMAP_NODE { + + UNICHARMAP_NODE(); + ~UNICHARMAP_NODE(); + + UNICHARMAP_NODE* children; + UNICHAR_ID id; + }; + + UNICHARMAP_NODE* nodes; +}; + +#endif // TESSERACT_CCUTIL_UNICHARMAP_H__ diff --git a/3rdparty/hgOCR/include/ccutil/unicharset.cpp b/3rdparty/hgOCR/include/ccutil/unicharset.cpp new file mode 100644 index 00000000..db3e584e --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unicharset.cpp @@ -0,0 +1,1086 @@ +/////////////////////////////////////////////////////////////////////// +// File: unicharset.cpp +// Description: Unicode character/ligature set class. +// Author: Thomas Kielbus +// Created: Wed Jun 28 17:05:01 PDT 2006 +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#include "unicharset.h" + +#include +#include +#include + +#include "params.h" +#include "serialis.h" +#include "tesscallback.h" +#include "tprintf.h" +#include "unichar.h" + +// Special character used in representing character fragments. +static const char kSeparator = '|'; +// Special character used in representing 'natural' character fragments. +static const char kNaturalFlag = 'n'; + +static const int ISALPHA_MASK = 0x1; +static const int ISLOWER_MASK = 0x2; +static const int ISUPPER_MASK = 0x4; +static const int ISDIGIT_MASK = 0x8; +static const int ISPUNCTUATION_MASK = 0x10; + +// Y coordinate threshold for determining cap-height vs x-height. +// TODO(rays) Bring the global definition down to the ccutil library level, +// so this constant is relative to some other constants. +static const int kMeanlineThreshold = 220; +// Let C be the number of alpha chars for which all tops exceed +// kMeanlineThreshold, and X the number of alpha chars for which all +// tops are below kMeanlineThreshold, then if X > C * +// kMinXHeightFraction and C > X * kMinCapHeightFraction or more than +// half the alpha characters have upper or lower case, then the +// unicharset "has x-height". +const double kMinXHeightFraction = 0.25; +const double kMinCapHeightFraction = 0.05; + +/*static */ +const char* UNICHARSET::kCustomLigatures[][2] = { + {"ct", "\uE003"}, // c + t -> U+E003 + {"ſh", "\uE006"}, // long-s + h -> U+E006 + {"ſi", "\uE007"}, // long-s + i -> U+E007 + {"ſl", "\uE008"}, // long-s + l -> U+E008 + {"ſſ", "\uE009"}, // long-s + long-s -> U+E009 + {NULL, NULL} +}; + +// List of strings for the SpecialUnicharCodes. Keep in sync with the enum. +const char* UNICHARSET::kSpecialUnicharCodes[SPECIAL_UNICHAR_CODES_COUNT] = { + " ", + "Joined", + "|Broken|0|1" +}; + +UNICHARSET::UNICHAR_PROPERTIES::UNICHAR_PROPERTIES() { + Init(); +} + +// Initialize all properties to sensible default values. +void UNICHARSET::UNICHAR_PROPERTIES::Init() { + isalpha = false; + islower = false; + isupper = false; + isdigit = false; + ispunctuation = false; + isngram = false; + enabled = false; + SetRangesOpen(); + script_id = 0; + other_case = 0; + mirror = 0; + normed = ""; + direction = UNICHARSET::U_LEFT_TO_RIGHT; + fragment = NULL; +} + +// Sets all ranges wide open. Initialization default in case there are +// no useful values available. +void UNICHARSET::UNICHAR_PROPERTIES::SetRangesOpen() { + min_bottom = 0; + max_bottom = MAX_UINT8; + min_top = 0; + max_top = MAX_UINT8; + width = 0.0f; + width_sd = 0.0f; + bearing = 0.0f; + bearing_sd = 0.0f; + advance = 0.0f; + advance_sd = 0.0f; +} + +// Sets all ranges to empty. Used before expanding with font-based data. +void UNICHARSET::UNICHAR_PROPERTIES::SetRangesEmpty() { + min_bottom = MAX_UINT8; + max_bottom = 0; + min_top = MAX_UINT8; + max_top = 0; + width = 0.0f; + width_sd = 0.0f; + bearing = 0.0f; + bearing_sd = 0.0f; + advance = 0.0f; + advance_sd = 0.0f; +} + +// Returns true if any of the top/bottom/width/bearing/advance ranges/stats +// is emtpy. +bool UNICHARSET::UNICHAR_PROPERTIES::AnyRangeEmpty() const { + return width == 0.0f || advance == 0.0f; +} + +// Expands the ranges with the ranges from the src properties. +void UNICHARSET::UNICHAR_PROPERTIES::ExpandRangesFrom( + const UNICHAR_PROPERTIES& src) { + UpdateRange(src.min_bottom, &min_bottom, &max_bottom); + UpdateRange(src.max_bottom, &min_bottom, &max_bottom); + UpdateRange(src.min_top, &min_top, &max_top); + UpdateRange(src.max_top, &min_top, &max_top); + if (src.width_sd > width_sd) { + width = src.width; + width_sd = src.width_sd; + } + if (src.bearing_sd > bearing_sd) { + bearing = src.bearing; + bearing_sd = src.bearing_sd; + } + if (src.advance_sd > advance_sd) { + advance = src.advance; + advance_sd = src.advance_sd; + } +} + +// Copies the properties from src into this. +void UNICHARSET::UNICHAR_PROPERTIES::CopyFrom(const UNICHAR_PROPERTIES& src) { + // Apart from the fragment, everything else can be done with a default copy. + CHAR_FRAGMENT* saved_fragment = fragment; + *this = src; // Bitwise copy. + fragment = saved_fragment; +} + +UNICHARSET::UNICHARSET() : + unichars(NULL), + ids(), + size_used(0), + size_reserved(0), + script_table(NULL), + script_table_size_used(0), + null_script("NULL") { + clear(); + for (int i = 0; i < SPECIAL_UNICHAR_CODES_COUNT; ++i) { + unichar_insert(kSpecialUnicharCodes[i]); + if (i == UNICHAR_JOINED) + set_isngram(i, true); + } +} + +UNICHARSET::~UNICHARSET() { + clear(); +} + +void UNICHARSET::reserve(int unichars_number) { + if (unichars_number > size_reserved) { + UNICHAR_SLOT* unichars_new = new UNICHAR_SLOT[unichars_number]; + for (int i = 0; i < size_used; ++i) + unichars_new[i] = unichars[i]; + for (int j = size_used; j < unichars_number; ++j) { + unichars_new[j].properties.script_id = add_script(null_script); + } + delete[] unichars; + unichars = unichars_new; + size_reserved = unichars_number; + } +} + +UNICHAR_ID +UNICHARSET::unichar_to_id(const char* const unichar_repr) const { + return ids.contains(unichar_repr) ? + ids.unichar_to_id(unichar_repr) : INVALID_UNICHAR_ID; +} + +UNICHAR_ID UNICHARSET::unichar_to_id(const char* const unichar_repr, + int length) const { + assert(length > 0 && length <= UNICHAR_LEN); + return ids.contains(unichar_repr, length) ? + ids.unichar_to_id(unichar_repr, length) : INVALID_UNICHAR_ID; +} + +// Return the minimum number of bytes that matches a legal UNICHAR_ID, +// while leaving the rest of the string encodable. Returns 0 if the +// beginning of the string is not encodable. +// WARNING: this function now encodes the whole string for precision. +// Use encode_string in preference to repeatedly calling step. +int UNICHARSET::step(const char* str) const { + GenericVector encoding; + GenericVector lengths; + encode_string(str, true, &encoding, &lengths, NULL); + if (encoding.empty() || encoding[0] == INVALID_UNICHAR_ID) return 0; + return lengths[0]; +} + +// Return whether the given UTF-8 string is encodable with this UNICHARSET. +// If not encodable, write the first byte offset which cannot be converted +// into the second (return) argument. +bool UNICHARSET::encodable_string(const char *str, + int *first_bad_position) const { + GenericVector encoding; + return encode_string(str, true, &encoding, NULL, first_bad_position); +} + +// Encodes the given UTF-8 string with this UNICHARSET. +// Returns true if the encoding succeeds completely, false if there is at +// least one INVALID_UNICHAR_ID in the returned encoding, but in this case +// the rest of the string is still encoded. +// If lengths is not NULL, then it is filled with the corresponding +// byte length of each encoded UNICHAR_ID. +bool UNICHARSET::encode_string(const char* str, bool give_up_on_failure, + GenericVector* encoding, + GenericVector* lengths, + int* encoded_length) const { + GenericVector working_encoding; + GenericVector working_lengths; + GenericVector best_lengths; + encoding->truncate(0); // Just in case str is empty. + int str_length = strlen(str); + int str_pos = 0; + bool perfect = true; + while (str_pos < str_length) { + encode_string(str, str_pos, str_length, &working_encoding, &working_lengths, + &str_pos, encoding, &best_lengths); + if (str_pos < str_length) { + // This is a non-match. Skip one utf-8 character. + perfect = false; + if (give_up_on_failure) break; + int step = UNICHAR::utf8_step(str + str_pos); + if (step == 0) step = 1; + encoding->push_back(INVALID_UNICHAR_ID); + best_lengths.push_back(step); + str_pos += step; + working_encoding = *encoding; + working_lengths = best_lengths; + } + } + if (lengths != NULL) *lengths = best_lengths; + if (encoded_length != NULL) *encoded_length = str_pos; + return perfect; +} + +const char* UNICHARSET::id_to_unichar(UNICHAR_ID id) const { + if (id == INVALID_UNICHAR_ID) { + return INVALID_UNICHAR; + } + ASSERT_HOST(id < this->size()); + return unichars[id].representation; +} + +const char* UNICHARSET::id_to_unichar_ext(UNICHAR_ID id) const { + if (id == INVALID_UNICHAR_ID) { + return INVALID_UNICHAR; + } + ASSERT_HOST(id < this->size()); + // Resolve from the kCustomLigatures table if this is a private encoding. + if (get_isprivate(id)) { + const char* ch = id_to_unichar(id); + for (int i = 0; kCustomLigatures[i][0] != NULL; ++i) { + if (!strcmp(ch, kCustomLigatures[i][1])) { + return kCustomLigatures[i][0]; + } + } + } + // Otherwise return the stored representation. + return unichars[id].representation; +} + +// Return a STRING that reformats the utf8 str into the str followed +// by its hex unicodes. +STRING UNICHARSET::debug_utf8_str(const char* str) { + STRING result = str; + result += " ["; + int step = 1; + // Chop into unicodes and code each as hex. + for (int i = 0; str[i] != '\0'; i += step) { + char hex[sizeof(int) * 2 + 1]; + step = UNICHAR::utf8_step(str + i); + if (step == 0) { + step = 1; + sprintf(hex, "%x", str[i]); + } else { + UNICHAR ch(str + i, step); + sprintf(hex, "%x", ch.first_uni()); + } + result += hex; + result += " "; + } + result += "]"; + return result; +} + +// Return a STRING containing debug information on the unichar, including +// the id_to_unichar, its hex unicodes and the properties. +STRING UNICHARSET::debug_str(UNICHAR_ID id) const { + if (id == INVALID_UNICHAR_ID) return STRING(id_to_unichar(id)); + const CHAR_FRAGMENT *fragment = this->get_fragment(id); + if (fragment) { + return fragment->to_string(); + } + const char* str = id_to_unichar(id); + STRING result = debug_utf8_str(str); + // Append a for lower alpha, A for upper alpha, and x if alpha but neither. + if (get_isalpha(id)) { + if (get_islower(id)) + result += "a"; + else if (get_isupper(id)) + result += "A"; + else + result += "x"; + } + // Append 0 if a digit. + if (get_isdigit(id)) { + result += "0"; + } + // Append p is a punctuation symbol. + if (get_ispunctuation(id)) { + result += "p"; + } + return result; +} + +// Sets the normed_ids vector from the normed string. normed_ids is not +// stored in the file, and needs to be set when the UNICHARSET is loaded. +void UNICHARSET::set_normed_ids(UNICHAR_ID unichar_id) { + unichars[unichar_id].properties.normed_ids.truncate(0); + if (unichar_id == UNICHAR_SPACE && id_to_unichar(unichar_id)[0] == ' ') { + unichars[unichar_id].properties.normed_ids.push_back(UNICHAR_SPACE); + } else if (!encode_string(unichars[unichar_id].properties.normed.string(), + true, &unichars[unichar_id].properties.normed_ids, + NULL, NULL)) { + unichars[unichar_id].properties.normed_ids.truncate(0); + unichars[unichar_id].properties.normed_ids.push_back(unichar_id); + } +} + +// Returns whether the unichar id represents a unicode value in the private use +// area. We use this range only internally to represent uncommon ligatures +// (eg. 'ct') that do not have regular unicode values. +bool UNICHARSET::get_isprivate(UNICHAR_ID unichar_id) const { + UNICHAR uc(id_to_unichar(unichar_id), -1); + int uni = uc.first_uni(); + return (uni >= 0xE000 && uni <= 0xF8FF); +} + + +// Sets all ranges to empty, so they can be expanded to set the values. +void UNICHARSET::set_ranges_empty() { + for (int id = 0; id < size_used; ++id) { + unichars[id].properties.SetRangesEmpty(); + } +} + +// Sets all the properties for this unicharset given a src unicharset with +// everything set. The unicharsets don't have to be the same, and graphemes +// are correctly accounted for. +void UNICHARSET::PartialSetPropertiesFromOther(int start_index, + const UNICHARSET& src) { + for (int ch = start_index; ch < size_used; ++ch) { + const char* utf8 = id_to_unichar(ch); + UNICHAR_PROPERTIES properties; + if (src.GetStrProperties(utf8, &properties)) { + // Setup the script_id, other_case, and mirror properly. + const char* script = src.get_script_from_script_id(properties.script_id); + properties.script_id = add_script(script); + const char* other_case = src.id_to_unichar(properties.other_case); + if (contains_unichar(other_case)) { + properties.other_case = unichar_to_id(other_case); + } else { + properties.other_case = ch; + } + const char* mirror_str = src.id_to_unichar(properties.mirror); + if (contains_unichar(mirror_str)) { + properties.mirror = unichar_to_id(mirror_str); + } else { + properties.mirror = ch; + } + unichars[ch].properties.CopyFrom(properties); + set_normed_ids(ch); + } + } +} + +// Expands the tops and bottoms and widths for this unicharset given a +// src unicharset with ranges in it. The unicharsets don't have to be the +// same, and graphemes are correctly accounted for. +void UNICHARSET::ExpandRangesFromOther(const UNICHARSET& src) { + for (int ch = 0; ch < size_used; ++ch) { + const char* utf8 = id_to_unichar(ch); + UNICHAR_PROPERTIES properties; + if (src.GetStrProperties(utf8, &properties)) { + // Expand just the ranges from properties. + unichars[ch].properties.ExpandRangesFrom(properties); + } + } +} + +// Makes this a copy of src. Clears this completely first, so the automatic +// ids will not be present in this if not in src. Does NOT reorder the set! +void UNICHARSET::CopyFrom(const UNICHARSET& src) { + clear(); + for (int ch = 0; ch < src.size_used; ++ch) { + const UNICHAR_PROPERTIES& src_props = src.unichars[ch].properties; + const char* utf8 = src.id_to_unichar(ch); + unichar_insert(utf8); + unichars[ch].properties.ExpandRangesFrom(src_props); + } + // Set properties, including mirror and other_case, WITHOUT reordering + // the unicharset. + PartialSetPropertiesFromOther(0, src); +} + +// For each id in src, if it does not occur in this, add it, as in +// SetPropertiesFromOther, otherwise expand the ranges, as in +// ExpandRangesFromOther. +void UNICHARSET::AppendOtherUnicharset(const UNICHARSET& src) { + int initial_used = size_used; + for (int ch = 0; ch < src.size_used; ++ch) { + const UNICHAR_PROPERTIES& src_props = src.unichars[ch].properties; + const char* utf8 = src.id_to_unichar(ch); + if (ch >= SPECIAL_UNICHAR_CODES_COUNT && src_props.AnyRangeEmpty()) { + // Only use fully valid entries. + tprintf("Bad properties for index %d, char %s: " + "%d,%d %d,%d %g,%g %g,%g %g,%g\n", + ch, utf8, src_props.min_bottom, src_props.max_bottom, + src_props.min_top, src_props.max_top, + src_props.width, src_props.width_sd, + src_props.bearing, src_props.bearing_sd, + src_props.advance, src_props.advance_sd); + continue; + } + int id = size_used; + if (contains_unichar(utf8)) { + id = unichar_to_id(utf8); + // Just expand current ranges. + unichars[id].properties.ExpandRangesFrom(src_props); + } else { + unichar_insert(utf8); + unichars[id].properties.SetRangesEmpty(); + } + } + // Set properties, including mirror and other_case, WITHOUT reordering + // the unicharset. + PartialSetPropertiesFromOther(initial_used, src); +} + +// Returns true if the acceptable ranges of the tops of the characters do +// not overlap, making their x-height calculations distinct. +bool UNICHARSET::SizesDistinct(UNICHAR_ID id1, UNICHAR_ID id2) const { + int overlap = MIN(unichars[id1].properties.max_top, + unichars[id2].properties.max_top) - + MAX(unichars[id1].properties.min_top, + unichars[id2].properties.min_top); + return overlap <= 0; +} + +// Internal recursive version of encode_string above. +// Seeks to encode the given string as a sequence of UNICHAR_IDs such that +// each UNICHAR_ID uses the least possible part of the utf8 str. +// It does this by depth-first tail recursion on increasing length matches +// to the UNICHARSET, saving the first encountered result that encodes the +// maximum total length of str. It stops on a failure to encode to make +// the overall process of encoding a partially failed string more efficient. +// See unicharset.h for definition of the args. +void UNICHARSET::encode_string(const char* str, int str_index, int str_length, + GenericVector* encoding, + GenericVector* lengths, + int* best_total_length, + GenericVector* best_encoding, + GenericVector* best_lengths) const { + if (str_index > *best_total_length) { + // This is the best result so far. + *best_total_length = str_index; + *best_encoding = *encoding; + if (best_lengths != NULL) + *best_lengths = *lengths; + } + if (str_index == str_length) return; + int encoding_index = encoding->size(); + // Find the length of the first matching unicharset member. + int length = ids.minmatch(str + str_index); + if (length == 0 || str_index + length > str_length) return; + do { + if (ids.contains(str + str_index, length)) { + // Successful encoding so far. + UNICHAR_ID id = ids.unichar_to_id(str + str_index, length); + encoding->push_back(id); + lengths->push_back(length); + encode_string(str, str_index + length, str_length, encoding, lengths, + best_total_length, best_encoding, best_lengths); + if (*best_total_length == str_length) + return; // Tail recursion success! + // Failed with that length, truncate back and try again. + encoding->truncate(encoding_index); + lengths->truncate(encoding_index); + } + int step = UNICHAR::utf8_step(str + str_index + length); + if (step == 0) step = 1; + length += step; + } while (length <= UNICHAR_LEN && str_index + length <= str_length); +} + +// Gets the properties for a grapheme string, combining properties for +// multiple characters in a meaningful way where possible. +// Returns false if no valid match was found in the unicharset. +// NOTE that script_id, mirror, and other_case refer to this unicharset on +// return and will need translation if the target unicharset is different. +bool UNICHARSET::GetStrProperties(const char* utf8_str, + UNICHAR_PROPERTIES* props) const { + props->Init(); + props->SetRangesEmpty(); + int total_unicodes = 0; + GenericVector encoding; + if (!encode_string(utf8_str, true, &encoding, NULL, NULL)) + return false; // Some part was invalid. + for (int i = 0; i < encoding.size(); ++i) { + int id = encoding[i]; + const UNICHAR_PROPERTIES& src_props = unichars[id].properties; + // Logical OR all the bools. + if (src_props.isalpha) props->isalpha = true; + if (src_props.islower) props->islower = true; + if (src_props.isupper) props->isupper = true; + if (src_props.isdigit) props->isdigit = true; + if (src_props.ispunctuation) props->ispunctuation = true; + if (src_props.isngram) props->isngram = true; + if (src_props.enabled) props->enabled = true; + // Min/max the tops/bottoms. + UpdateRange(src_props.min_bottom, &props->min_bottom, &props->max_bottom); + UpdateRange(src_props.max_bottom, &props->min_bottom, &props->max_bottom); + UpdateRange(src_props.min_top, &props->min_top, &props->max_top); + UpdateRange(src_props.max_top, &props->min_top, &props->max_top); + float bearing = props->advance + src_props.bearing; + if (total_unicodes == 0 || bearing < props->bearing) { + props->bearing = bearing; + props->bearing_sd = props->advance_sd + src_props.bearing_sd; + } + props->advance += src_props.advance; + props->advance_sd += src_props.advance_sd; + // With a single width, just use the widths stored in the unicharset. + props->width = src_props.width; + props->width_sd = src_props.width_sd; + // Use the first script id, other_case, mirror, direction. + // Note that these will need translation, except direction. + if (total_unicodes == 0) { + props->script_id = src_props.script_id; + props->other_case = src_props.other_case; + props->mirror = src_props.mirror; + props->direction = src_props.direction; + } + // The normed string for the compound character is the concatenation of + // the normed versions of the individual characters. + props->normed += src_props.normed; + ++total_unicodes; + } + if (total_unicodes > 1) { + // Estimate the total widths from the advance - bearing. + props->width = props->advance - props->bearing; + props->width_sd = props->advance_sd + props->bearing_sd; + } + return total_unicodes > 0; +} + +// TODO(rays) clean-up the order of functions to match unicharset.h. + +unsigned int UNICHARSET::get_properties(UNICHAR_ID id) const { + unsigned int properties = 0; + if (this->get_isalpha(id)) + properties |= ISALPHA_MASK; + if (this->get_islower(id)) + properties |= ISLOWER_MASK; + if (this->get_isupper(id)) + properties |= ISUPPER_MASK; + if (this->get_isdigit(id)) + properties |= ISDIGIT_MASK; + if (this->get_ispunctuation(id)) + properties |= ISPUNCTUATION_MASK; + return properties; +} + +char UNICHARSET::get_chartype(UNICHAR_ID id) const { + if (this->get_isupper(id)) return 'A'; + if (this->get_islower(id)) return 'a'; + if (this->get_isalpha(id)) return 'x'; + if (this->get_isdigit(id)) return '0'; + if (this->get_ispunctuation(id)) return 'p'; + return 0; +} + +void UNICHARSET::unichar_insert(const char* const unichar_repr) { + if (!ids.contains(unichar_repr)) { + if (strlen(unichar_repr) > UNICHAR_LEN) { + fprintf(stderr, "Utf8 buffer too big, size=%d for %s\n", + int(strlen(unichar_repr)), unichar_repr); + return; + } + if (size_used == size_reserved) { + if (size_used == 0) + reserve(8); + else + reserve(2 * size_used); + } + + strcpy(unichars[size_used].representation, unichar_repr); + this->set_script(size_used, null_script); + // If the given unichar_repr represents a fragmented character, set + // fragment property to a pointer to CHAR_FRAGMENT class instance with + // information parsed from the unichar representation. Use the script + // of the base unichar for the fragmented character if possible. + CHAR_FRAGMENT *frag = CHAR_FRAGMENT::parse_from_string(unichar_repr); + this->unichars[size_used].properties.fragment = frag; + if (frag != NULL && this->contains_unichar(frag->get_unichar())) { + this->unichars[size_used].properties.script_id = + this->get_script(frag->get_unichar()); + } + this->unichars[size_used].properties.enabled = true; + ids.insert(unichar_repr, size_used); + ++size_used; + } +} + +bool UNICHARSET::contains_unichar(const char* const unichar_repr) const { + return ids.contains(unichar_repr); +} + +bool UNICHARSET::contains_unichar(const char* const unichar_repr, + int length) const { + if (length == 0) { + return false; + } + return ids.contains(unichar_repr, length); +} + +bool UNICHARSET::eq(UNICHAR_ID unichar_id, + const char* const unichar_repr) const { + return strcmp(this->id_to_unichar(unichar_id), unichar_repr) == 0; +} + +bool UNICHARSET::save_to_string(STRING *str) const { + const int kFileBufSize = 1024; + char buffer[kFileBufSize + 1]; + snprintf(buffer, kFileBufSize, "%d\n", this->size()); + *str = buffer; + for (UNICHAR_ID id = 0; id < this->size(); ++id) { + int min_bottom, max_bottom, min_top, max_top; + get_top_bottom(id, &min_bottom, &max_bottom, &min_top, &max_top); + float width, width_sd; + get_width_stats(id, &width, &width_sd); + float bearing, bearing_sd; + get_bearing_stats(id, &bearing, &bearing_sd); + float advance, advance_sd; + get_advance_stats(id, &advance, &advance_sd); + unsigned int properties = this->get_properties(id); + if (strcmp(this->id_to_unichar(id), " ") == 0) { + snprintf(buffer, kFileBufSize, "%s %x %s %d\n", "NULL", properties, + this->get_script_from_script_id(this->get_script(id)), + this->get_other_case(id)); + } else { + snprintf(buffer, kFileBufSize, + "%s %x %d,%d,%d,%d,%g,%g,%g,%g,%g,%g %s %d %d %d %s\t# %s\n", + this->id_to_unichar(id), properties, + min_bottom, max_bottom, min_top, max_top, width, width_sd, + bearing, bearing_sd, advance, advance_sd, + this->get_script_from_script_id(this->get_script(id)), + this->get_other_case(id), this->get_direction(id), + this->get_mirror(id), this->get_normed_unichar(id), + this->debug_str(id).string()); + } + *str += buffer; + } + return true; +} + +// TODO(rays) Replace with TFile everywhere. +class InMemoryFilePointer { + public: + InMemoryFilePointer(const char *memory, int mem_size) + : memory_(memory), fgets_ptr_(memory), mem_size_(mem_size) { } + + char *fgets(char *orig_dst, int size) { + const char *src_end = memory_ + mem_size_; + char *dst_end = orig_dst + size - 1; + if (size < 1) { + return fgets_ptr_ < src_end ? orig_dst : NULL; + } + + char *dst = orig_dst; + char ch = '^'; + while (fgets_ptr_ < src_end && dst < dst_end && ch != '\n') { + ch = *dst++ = *fgets_ptr_++; + } + *dst = 0; + return (dst == orig_dst) ? NULL : orig_dst; + } + + private: + const char *memory_; + const char *fgets_ptr_; + const int mem_size_; +}; + +bool UNICHARSET::load_from_inmemory_file( + const char *memory, int mem_size, bool skip_fragments) { + InMemoryFilePointer mem_fp(memory, mem_size); + TessResultCallback2 *fgets_cb = + NewPermanentTessCallback(&mem_fp, &InMemoryFilePointer::fgets); + bool success = load_via_fgets(fgets_cb, skip_fragments); + delete fgets_cb; + return success; +} + +class LocalFilePointer { + public: + LocalFilePointer(FILE *stream) : fp_(stream) {} + char *fgets(char *dst, int size) { + return ::fgets(dst, size, fp_); + } + private: + FILE *fp_; +}; + +bool UNICHARSET::load_from_file(FILE *file, bool skip_fragments) { + LocalFilePointer lfp(file); + TessResultCallback2 *fgets_cb = + NewPermanentTessCallback(&lfp, &LocalFilePointer::fgets); + bool success = load_via_fgets(fgets_cb, skip_fragments); + delete fgets_cb; + return success; +} + +bool UNICHARSET::load_from_file(tesseract::TFile *file, bool skip_fragments) { + TessResultCallback2 *fgets_cb = + NewPermanentTessCallback(file, &tesseract::TFile::FGets); + bool success = load_via_fgets(fgets_cb, skip_fragments); + delete fgets_cb; + return success; +} + +bool UNICHARSET::load_via_fgets( + TessResultCallback2 *fgets_cb, + bool skip_fragments) { + int unicharset_size; + char buffer[256]; + + this->clear(); + if (fgets_cb->Run(buffer, sizeof(buffer)) == NULL || + sscanf(buffer, "%d", &unicharset_size) != 1) { + return false; + } + this->reserve(unicharset_size); + for (UNICHAR_ID id = 0; id < unicharset_size; ++id) { + char unichar[256]; + unsigned int properties; + char script[64]; + + strcpy(script, null_script); + int min_bottom = 0; + int max_bottom = MAX_UINT8; + int min_top = 0; + int max_top = MAX_UINT8; + float width = 0.0f; + float width_sd = 0.0f; + float bearing = 0.0f; + float bearing_sd = 0.0f; + float advance = 0.0f; + float advance_sd = 0.0f; + // TODO(eger): check that this default it ok + // after enabling BiDi iterator for Arabic+Cube. + int direction = UNICHARSET::U_LEFT_TO_RIGHT; + UNICHAR_ID other_case = id; + UNICHAR_ID mirror = id; + char normed[64]; + int v = -1; + if (fgets_cb->Run(buffer, sizeof (buffer)) == NULL || + ((v = sscanf(buffer, + "%s %x %d,%d,%d,%d,%g,%g,%g,%g,%g,%g %63s %d %d %d %63s", + unichar, &properties, + &min_bottom, &max_bottom, &min_top, &max_top, + &width, &width_sd, &bearing, &bearing_sd, + &advance, &advance_sd, script, &other_case, + &direction, &mirror, normed)) != 17 && + (v = sscanf(buffer, + "%s %x %d,%d,%d,%d,%g,%g,%g,%g,%g,%g %63s %d %d %d", + unichar, &properties, + &min_bottom, &max_bottom, &min_top, &max_top, + &width, &width_sd, &bearing, &bearing_sd, + &advance, &advance_sd, script, &other_case, + &direction, &mirror)) != 16 && + (v = sscanf(buffer, "%s %x %d,%d,%d,%d %63s %d %d %d", + unichar, &properties, + &min_bottom, &max_bottom, &min_top, &max_top, + script, &other_case, &direction, &mirror)) != 10 && + (v = sscanf(buffer, "%s %x %d,%d,%d,%d %63s %d", unichar, &properties, + &min_bottom, &max_bottom, &min_top, &max_top, + script, &other_case)) != 8 && + (v = sscanf(buffer, "%s %x %63s %d", unichar, &properties, + script, &other_case)) != 4 && + (v = sscanf(buffer, "%s %x %63s", + unichar, &properties, script)) != 3 && + (v = sscanf(buffer, "%s %x", unichar, &properties)) != 2)) { + return false; + } + + // Skip fragments if needed. + CHAR_FRAGMENT *frag = NULL; + if (skip_fragments && (frag = CHAR_FRAGMENT::parse_from_string(unichar))) { + int num_pieces = frag->get_total(); + delete frag; + // Skip multi-element fragments, but keep singles like UNICHAR_BROKEN in. + if (num_pieces > 1) + continue; + } + // Insert unichar into unicharset and set its properties. + if (strcmp(unichar, "NULL") == 0) + this->unichar_insert(" "); + else + this->unichar_insert(unichar); + + this->set_isalpha(id, properties & ISALPHA_MASK); + this->set_islower(id, properties & ISLOWER_MASK); + this->set_isupper(id, properties & ISUPPER_MASK); + this->set_isdigit(id, properties & ISDIGIT_MASK); + this->set_ispunctuation(id, properties & ISPUNCTUATION_MASK); + this->set_isngram(id, false); + this->set_script(id, script); + this->unichars[id].properties.enabled = true; + this->set_top_bottom(id, min_bottom, max_bottom, min_top, max_top); + this->set_width_stats(id, width, width_sd); + this->set_bearing_stats(id, bearing, bearing_sd); + this->set_advance_stats(id, advance, advance_sd); + this->set_direction(id, static_cast(direction)); + ASSERT_HOST(other_case < unicharset_size); + this->set_other_case(id, (v>3) ? other_case : id); + ASSERT_HOST(mirror < unicharset_size); + this->set_mirror(id, (v>8) ? mirror : id); + this->set_normed(id, (v>16) ? normed : unichar); + } + post_load_setup(); + return true; +} + +// Sets up internal data after loading the file, based on the char +// properties. Called from load_from_file, but also needs to be run +// during set_unicharset_properties. +void UNICHARSET::post_load_setup() { + // Number of alpha chars with the case property minus those without, + // in order to determine that half the alpha chars have case. + int net_case_alphas = 0; + int x_height_alphas = 0; + int cap_height_alphas = 0; + top_bottom_set_ = false; + for (UNICHAR_ID id = 0; id < size_used; ++id) { + int min_bottom = 0; + int max_bottom = MAX_UINT8; + int min_top = 0; + int max_top = MAX_UINT8; + get_top_bottom(id, &min_bottom, &max_bottom, &min_top, &max_top); + if (min_top > 0) + top_bottom_set_ = true; + if (get_isalpha(id)) { + if (get_islower(id) || get_isupper(id)) + ++net_case_alphas; + else + --net_case_alphas; + if (min_top < kMeanlineThreshold && max_top < kMeanlineThreshold) + ++x_height_alphas; + else if (min_top > kMeanlineThreshold && max_top > kMeanlineThreshold) + ++cap_height_alphas; + } + set_normed_ids(id); + } + + script_has_upper_lower_ = net_case_alphas > 0; + script_has_xheight_ = script_has_upper_lower_ || + (x_height_alphas > cap_height_alphas * kMinXHeightFraction && + cap_height_alphas > x_height_alphas * kMinCapHeightFraction); + + null_sid_ = get_script_id_from_name(null_script); + ASSERT_HOST(null_sid_ == 0); + common_sid_ = get_script_id_from_name("Common"); + latin_sid_ = get_script_id_from_name("Latin"); + cyrillic_sid_ = get_script_id_from_name("Cyrillic"); + greek_sid_ = get_script_id_from_name("Greek"); + han_sid_ = get_script_id_from_name("Han"); + hiragana_sid_ = get_script_id_from_name("Hiragana"); + katakana_sid_ = get_script_id_from_name("Katakana"); + + // Compute default script. Use the highest-counting alpha script, that is + // not the common script, as that still contains some "alphas". + int* script_counts = new int[script_table_size_used]; + memset(script_counts, 0, sizeof(*script_counts) * script_table_size_used); + for (int id = 0; id < size_used; ++id) { + if (get_isalpha(id)) { + ++script_counts[get_script(id)]; + } + } + default_sid_ = 0; + for (int s = 1; s < script_table_size_used; ++s) { + if (script_counts[s] > script_counts[default_sid_] && s != common_sid_) + default_sid_ = s; + } + delete [] script_counts; +} + +// Returns true if right_to_left scripts are significant in the unicharset, +// but without being so sensitive that "universal" unicharsets containing +// characters from many scripts, like orientation and script detection, +// look like they are right_to_left. +bool UNICHARSET::major_right_to_left() const { + int ltr_count = 0; + int rtl_count = 0; + for (int id = 0; id < size_used; ++id) { + int dir = get_direction(id); + if (dir == UNICHARSET::U_LEFT_TO_RIGHT) ltr_count++; + if (dir == UNICHARSET::U_RIGHT_TO_LEFT || + dir == UNICHARSET::U_RIGHT_TO_LEFT_ARABIC || + dir == UNICHARSET::U_ARABIC_NUMBER) rtl_count++; + } + return rtl_count > ltr_count; +} + +// Set a whitelist and/or blacklist of characters to recognize. +// An empty or NULL whitelist enables everything (minus any blacklist). +// An empty or NULL blacklist disables nothing. +// An empty or NULL blacklist has no effect. +void UNICHARSET::set_black_and_whitelist(const char* blacklist, + const char* whitelist, + const char* unblacklist) { + bool def_enabled = whitelist == NULL || whitelist[0] == '\0'; + // Set everything to default + for (int ch = 0; ch < size_used; ++ch) + unichars[ch].properties.enabled = def_enabled; + if (!def_enabled) { + // Enable the whitelist. + GenericVector encoding; + encode_string(whitelist, false, &encoding, NULL, NULL); + for (int i = 0; i < encoding.size(); ++i) { + if (encoding[i] != INVALID_UNICHAR_ID) + unichars[encoding[i]].properties.enabled = true; + } + } + if (blacklist != NULL && blacklist[0] != '\0') { + // Disable the blacklist. + GenericVector encoding; + encode_string(blacklist, false, &encoding, NULL, NULL); + for (int i = 0; i < encoding.size(); ++i) { + if (encoding[i] != INVALID_UNICHAR_ID) + unichars[encoding[i]].properties.enabled = false; + } + } + if (unblacklist != NULL && unblacklist[0] != '\0') { + // Re-enable the unblacklist. + GenericVector encoding; + encode_string(unblacklist, false, &encoding, NULL, NULL); + for (int i = 0; i < encoding.size(); ++i) { + if (encoding[i] != INVALID_UNICHAR_ID) + unichars[encoding[i]].properties.enabled = true; + } + } +} + +// Returns true if there are any repeated unicodes in the normalized +// text of any unichar-id in the unicharset. +bool UNICHARSET::AnyRepeatedUnicodes() const { + int start_id = 0; + if (has_special_codes()) start_id = SPECIAL_UNICHAR_CODES_COUNT; + for (int id = start_id; id < size_used; ++id) { + // Convert to unicodes. + GenericVector unicodes; + if (UNICHAR::UTF8ToUnicode(get_normed_unichar(id), &unicodes) && + unicodes.size() > 1) { + for (int u = 1; u < unicodes.size(); ++u) { + if (unicodes[u - 1] == unicodes[u]) return true; + } + } + } + return false; +} + +int UNICHARSET::add_script(const char* script) { + for (int i = 0; i < script_table_size_used; ++i) { + if (strcmp(script, script_table[i]) == 0) + return i; + } + if (script_table_size_reserved == 0) { + script_table_size_reserved = 8; + script_table = new char*[script_table_size_reserved]; + } else if (script_table_size_used >= script_table_size_reserved) { + assert(script_table_size_used == script_table_size_reserved); + script_table_size_reserved += script_table_size_reserved; + char** new_script_table = new char*[script_table_size_reserved]; + memcpy(new_script_table, script_table, script_table_size_used * sizeof(char*)); + delete[] script_table; + script_table = new_script_table; + } + script_table[script_table_size_used] = new char[strlen(script) + 1]; + strcpy(script_table[script_table_size_used], script); + return script_table_size_used++; +} + +// Returns the string that represents a fragment +// with the given unichar, pos and total. +STRING CHAR_FRAGMENT::to_string(const char *unichar, int pos, int total, + bool natural) { + if (total == 1) return STRING(unichar); + STRING result = ""; + result += kSeparator; + result += unichar; + char buffer[kMaxLen]; + snprintf(buffer, kMaxLen, "%c%d%c%d", kSeparator, pos, + natural ? kNaturalFlag : kSeparator, total); + result += buffer; + return result; +} + +CHAR_FRAGMENT *CHAR_FRAGMENT::parse_from_string(const char *string) { + const char *ptr = string; + int len = strlen(string); + if (len < kMinLen || *ptr != kSeparator) { + return NULL; // this string can not represent a fragment + } + ptr++; // move to the next character + int step = 0; + while ((ptr + step) < (string + len) && *(ptr + step) != kSeparator) { + step += UNICHAR::utf8_step(ptr + step); + } + if (step == 0 || step > UNICHAR_LEN) { + return NULL; // no character for unichar or the character is too long + } + char unichar[UNICHAR_LEN + 1]; + strncpy(unichar, ptr, step); + unichar[step] = '\0'; // null terminate unichar + ptr += step; // move to the next fragment separator + int pos = 0; + int total = 0; + bool natural = false; + char *end_ptr = NULL; + for (int i = 0; i < 2; i++) { + if (ptr > string + len || *ptr != kSeparator) { + if (i == 1 && *ptr == kNaturalFlag) + natural = true; + else + return NULL; // Failed to parse fragment representation. + } + ptr++; // move to the next character + i == 0 ? pos = static_cast(strtol(ptr, &end_ptr, 10)) + : total = static_cast(strtol(ptr, &end_ptr, 10)); + ptr = end_ptr; + } + if (ptr != string + len) { + return NULL; // malformed fragment representation + } + CHAR_FRAGMENT *fragment = new CHAR_FRAGMENT(); + fragment->set_all(unichar, pos, total, natural); + return fragment; +} + +int UNICHARSET::get_script_id_from_name(const char* script_name) const { + for (int i = 0; i < script_table_size_used; ++i) { + if (strcmp(script_name, script_table[i]) == 0) + return i; + } + return 0; // 0 is always the null_script +} diff --git a/3rdparty/hgOCR/include/ccutil/unicharset.h b/3rdparty/hgOCR/include/ccutil/unicharset.h new file mode 100644 index 00000000..ddb31bea --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unicharset.h @@ -0,0 +1,985 @@ +/////////////////////////////////////////////////////////////////////// +// File: unicharset.h +// Description: Unicode character/ligature set class. +// Author: Thomas Kielbus +// Created: Wed Jun 28 17:05:01 PDT 2006 +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_UNICHARSET_H__ +#define TESSERACT_CCUTIL_UNICHARSET_H__ + +#include "errcode.h" +#include "genericvector.h" +#include "helpers.h" +#include "serialis.h" +#include "strngs.h" +#include "tesscallback.h" +#include "unichar.h" +#include "unicharmap.h" + +// Enum holding special values of unichar_id. Every unicharset has these. +// Warning! Keep in sync with kSpecialUnicharCodes. +enum SpecialUnicharCodes { + UNICHAR_SPACE, + UNICHAR_JOINED, + UNICHAR_BROKEN, + + SPECIAL_UNICHAR_CODES_COUNT +}; + +class CHAR_FRAGMENT { + public: + // Minimum number of characters used for fragment representation. + static const int kMinLen = 6; + // Maximum number of characters used for fragment representation. + static const int kMaxLen = 3 + UNICHAR_LEN + 2; + // Maximum number of fragments per character. + static const int kMaxChunks = 5; + + // Setters and Getters. + inline void set_all(const char *unichar, int pos, int total, bool natural) { + set_unichar(unichar); + set_pos(pos); + set_total(total); + set_natural(natural); + } + inline void set_unichar(const char *uch) { + strncpy(this->unichar, uch, UNICHAR_LEN); + this->unichar[UNICHAR_LEN] = '\0'; + } + inline void set_pos(int p) { this->pos = p; } + inline void set_total(int t) { this->total = t; } + inline const char* get_unichar() const { return this->unichar; } + inline int get_pos() const { return this->pos; } + inline int get_total() const { return this->total; } + + // Returns the string that represents a fragment + // with the given unichar, pos and total. + static STRING to_string(const char *unichar, int pos, int total, + bool natural); + // Returns the string that represents this fragment. + STRING to_string() const { + return to_string(unichar, pos, total, natural); + } + + // Checks whether a fragment has the same unichar, + // position and total as the given inputs. + inline bool equals(const char *other_unichar, + int other_pos, int other_total) const { + return (strcmp(this->unichar, other_unichar) == 0 && + this->pos == other_pos && this->total == other_total); + } + inline bool equals(const CHAR_FRAGMENT *other) const { + return this->equals(other->get_unichar(), + other->get_pos(), + other->get_total()); + } + + // Checks whether a given fragment is a continuation of this fragment. + // Assumes that the given fragment pointer is not NULL. + inline bool is_continuation_of(const CHAR_FRAGMENT *fragment) const { + return (strcmp(this->unichar, fragment->get_unichar()) == 0 && + this->total == fragment->get_total() && + this->pos == fragment->get_pos() + 1); + } + + // Returns true if this fragment is a beginning fragment. + inline bool is_beginning() const { return this->pos == 0; } + + // Returns true if this fragment is an ending fragment. + inline bool is_ending() const { return this->pos == this->total-1; } + + // Returns true if the fragment was a separate component to begin with, + // ie did not need chopping to be isolated, but may have been separated + // out from a multi-outline blob. + inline bool is_natural() const { return natural; } + void set_natural(bool value) { natural = value; } + + // Parses the string to see whether it represents a character fragment + // (rather than a regular character). If so, allocates memory for a new + // CHAR_FRAGMENT instance and fills it in with the corresponding fragment + // information. Fragments are of the form: + // |m|1|2, meaning chunk 1 of 2 of character m, or + // |:|1n2, meaning chunk 1 of 2 of character :, and no chopping was needed + // to divide the parts, as they were already separate connected components. + // + // If parsing succeeded returns the pointer to the allocated CHAR_FRAGMENT + // instance, otherwise (if the string does not represent a fragment or it + // looks like it does, but parsing it as a fragment fails) returns NULL. + // + // Note: The caller is responsible for deallocating memory + // associated with the returned pointer. + static CHAR_FRAGMENT *parse_from_string(const char *str); + + private: + char unichar[UNICHAR_LEN + 1]; + // True if the fragment was a separate component to begin with, + // ie did not need chopping to be isolated, but may have been separated + // out from a multi-outline blob. + bool natural; + inT16 pos; // fragment position in the character + inT16 total; // total number of fragments in the character +}; + +// The UNICHARSET class is an utility class for Tesseract that holds the +// set of characters that are used by the engine. Each character is identified +// by a unique number, from 0 to (size - 1). +class UNICHARSET { + public: + // Custom list of characters and their ligature forms (UTF8) + // These map to unicode values in the private use area (PUC) and are supported + // by only few font families (eg. Wyld, Adobe Caslon Pro). + static TESS_API const char* kCustomLigatures[][2]; + + // List of strings for the SpecialUnicharCodes. Keep in sync with the enum. + static const char* kSpecialUnicharCodes[SPECIAL_UNICHAR_CODES_COUNT]; + + // ICU 2.0 UCharDirection enum (from third_party/icu/include/unicode/uchar.h) + enum Direction { + U_LEFT_TO_RIGHT = 0, + U_RIGHT_TO_LEFT = 1, + U_EUROPEAN_NUMBER = 2, + U_EUROPEAN_NUMBER_SEPARATOR = 3, + U_EUROPEAN_NUMBER_TERMINATOR = 4, + U_ARABIC_NUMBER = 5, + U_COMMON_NUMBER_SEPARATOR = 6, + U_BLOCK_SEPARATOR = 7, + U_SEGMENT_SEPARATOR = 8, + U_WHITE_SPACE_NEUTRAL = 9, + U_OTHER_NEUTRAL = 10, + U_LEFT_TO_RIGHT_EMBEDDING = 11, + U_LEFT_TO_RIGHT_OVERRIDE = 12, + U_RIGHT_TO_LEFT_ARABIC = 13, + U_RIGHT_TO_LEFT_EMBEDDING = 14, + U_RIGHT_TO_LEFT_OVERRIDE = 15, + U_POP_DIRECTIONAL_FORMAT = 16, + U_DIR_NON_SPACING_MARK = 17, + U_BOUNDARY_NEUTRAL = 18, + U_CHAR_DIRECTION_COUNT + }; + + // Create an empty UNICHARSET + UNICHARSET(); + + ~UNICHARSET(); + + // Return the UNICHAR_ID of a given unichar representation within the + // UNICHARSET. + UNICHAR_ID TESS_API unichar_to_id(const char* const unichar_repr) const; + + // Return the UNICHAR_ID of a given unichar representation within the + // UNICHARSET. Only the first length characters from unichar_repr are used. + UNICHAR_ID unichar_to_id(const char* const unichar_repr, int length) const; + + // Return the minimum number of bytes that matches a legal UNICHAR_ID, + // while leaving the rest of the string encodable. Returns 0 if the + // beginning of the string is not encodable. + // WARNING: this function now encodes the whole string for precision. + // Use encode_string in preference to repeatedly calling step. + int step(const char* str) const; + + // Return whether the given UTF-8 string is encodable with this UNICHARSET. + // If not encodable, write the first byte offset which cannot be converted + // into the second (return) argument. + bool encodable_string(const char *str, int *first_bad_position) const; + + // Encodes the given UTF-8 string with this UNICHARSET. + // Any part of the string that cannot be encoded (because the utf8 can't + // be broken up into pieces that are in the unicharset) then: + // if give_up_on_failure, stops and returns a partial encoding, + // else continues and inserts an INVALID_UNICHAR_ID in the returned encoding. + // Returns true if the encoding succeeds completely, false if there is at + // least one failure. + // If lengths is not NULL, then it is filled with the corresponding + // byte length of each encoded UNICHAR_ID. + // If encoded_length is not NULL then on return it contains the length of + // str that was encoded. (if give_up_on_failure the location of the first + // failure, otherwise strlen(str).) + bool encode_string(const char* str, bool give_up_on_failure, + GenericVector* encoding, + GenericVector* lengths, + int* encoded_length) const; + + // Return the unichar representation corresponding to the given UNICHAR_ID + // within the UNICHARSET. + const char* id_to_unichar(UNICHAR_ID id) const; + + // Return the UTF8 representation corresponding to the given UNICHAR_ID after + // resolving any private encodings internal to Tesseract. This method is + // preferable to id_to_unichar for outputting text that will be visible to + // external applications. + const char* id_to_unichar_ext(UNICHAR_ID id) const; + + // Return a STRING that reformats the utf8 str into the str followed + // by its hex unicodes. + static STRING debug_utf8_str(const char* str); + + // Return a STRING containing debug information on the unichar, including + // the id_to_unichar, its hex unicodes and the properties. + STRING debug_str(UNICHAR_ID id) const; + STRING debug_str(const char * unichar_repr) const { + return debug_str(unichar_to_id(unichar_repr)); + } + + // Add a unichar representation to the set. + void TESS_API unichar_insert(const char* const unichar_repr); + + // Return true if the given unichar id exists within the set. + // Relies on the fact that unichar ids are contiguous in the unicharset. + bool contains_unichar_id(UNICHAR_ID unichar_id) const { + return unichar_id != INVALID_UNICHAR_ID && unichar_id < size_used && + unichar_id >= 0; + } + + // Return true if the given unichar representation exists within the set. + bool TESS_API contains_unichar(const char* const unichar_repr) const; + bool contains_unichar(const char* const unichar_repr, int length) const; + + // Return true if the given unichar representation corresponds to the given + // UNICHAR_ID within the set. + bool eq(UNICHAR_ID unichar_id, const char* const unichar_repr) const; + + // Delete CHAR_FRAGMENTs stored in properties of unichars array. + void delete_pointers_in_unichars() { + for (int i = 0; i < size_used; ++i) { + if (unichars[i].properties.fragment != NULL) { + delete unichars[i].properties.fragment; + unichars[i].properties.fragment = NULL; + } + } + } + + // Clear the UNICHARSET (all the previous data is lost). + void clear() { + if (script_table != NULL) { + for (int i = 0; i < script_table_size_used; ++i) + delete[] script_table[i]; + delete[] script_table; + script_table = NULL; + script_table_size_used = 0; + } + if (unichars != NULL) { + delete_pointers_in_unichars(); + delete[] unichars; + unichars = NULL; + } + script_table_size_reserved = 0; + size_reserved = 0; + size_used = 0; + ids.clear(); + top_bottom_set_ = false; + script_has_upper_lower_ = false; + script_has_xheight_ = false; + null_sid_ = 0; + common_sid_ = 0; + latin_sid_ = 0; + cyrillic_sid_ = 0; + greek_sid_ = 0; + han_sid_ = 0; + hiragana_sid_ = 0; + katakana_sid_ = 0; + default_sid_ = 0; + } + + // Return the size of the set (the number of different UNICHAR it holds). + int size() const { + return size_used; + } + + // Reserve enough memory space for the given number of UNICHARS + void reserve(int unichars_number); + + // Opens the file indicated by filename and saves unicharset to that file. + // Returns true if the operation is successful. + bool save_to_file(const char * const filename) const { + FILE* file = fopen(filename, "w+b"); + if (file == NULL) return false; + bool result = save_to_file(file); + fclose(file); + return result; + } + + // Saves the content of the UNICHARSET to the given file. + // Returns true if the operation is successful. + bool save_to_file(FILE *file) const { + STRING str; + if (!save_to_string(&str)) return false; + if (fwrite(&str[0], str.length(), 1, file) != 1) return false; + return true; + } + bool save_to_file(tesseract::TFile *file) const { + STRING str; + if (!save_to_string(&str)) return false; + if (file->FWrite(&str[0], str.length(), 1) != 1) return false; + return true; + } + + // Saves the content of the UNICHARSET to the given STRING. + // Returns true if the operation is successful. + bool TESS_API save_to_string(STRING *str) const; + + // Load a unicharset from a unicharset file that has been loaded into + // the given memory buffer. + // Returns true if the operation is successful. + bool load_from_inmemory_file(const char* const memory, int mem_size, + bool skip_fragments); + // Returns true if the operation is successful. + bool load_from_inmemory_file(const char* const memory, int mem_size) { + return load_from_inmemory_file(memory, mem_size, false); + } + + // Opens the file indicated by filename and loads the UNICHARSET + // from the given file. The previous data is lost. + // Returns true if the operation is successful. + bool load_from_file(const char* const filename, bool skip_fragments) { + FILE* file = fopen(filename, "rb"); + if (file == NULL) return false; + bool result = load_from_file(file, skip_fragments); + fclose(file); + return result; + } + // returns true if the operation is successful. + bool load_from_file(const char* const filename) { + return load_from_file(filename, false); + } + + // Loads the UNICHARSET from the given file. The previous data is lost. + // Returns true if the operation is successful. + bool load_from_file(FILE *file, bool skip_fragments); + bool load_from_file(FILE *file) { return load_from_file(file, false); } + bool load_from_file(tesseract::TFile *file, bool skip_fragments); + + + // Sets up internal data after loading the file, based on the char + // properties. Called from load_from_file, but also needs to be run + // during set_unicharset_properties. + void post_load_setup(); + + // Returns true if right_to_left scripts are significant in the unicharset, + // but without being so sensitive that "universal" unicharsets containing + // characters from many scripts, like orientation and script detection, + // look like they are right_to_left. + bool major_right_to_left() const; + + // Set a whitelist and/or blacklist of characters to recognize. + // An empty or NULL whitelist enables everything (minus any blacklist). + // An empty or NULL blacklist disables nothing. + // An empty or NULL unblacklist has no effect. + // The blacklist overrides the whitelist. + // The unblacklist overrides the blacklist. + // Each list is a string of utf8 character strings. Boundaries between + // unicharset units are worked out automatically, and characters not in + // the unicharset are silently ignored. + void set_black_and_whitelist(const char* blacklist, const char* whitelist, + const char* unblacklist); + + // Set the isalpha property of the given unichar to the given value. + void set_isalpha(UNICHAR_ID unichar_id, bool value) { + unichars[unichar_id].properties.isalpha = value; + } + + // Set the islower property of the given unichar to the given value. + void set_islower(UNICHAR_ID unichar_id, bool value) { + unichars[unichar_id].properties.islower = value; + } + + // Set the isupper property of the given unichar to the given value. + void set_isupper(UNICHAR_ID unichar_id, bool value) { + unichars[unichar_id].properties.isupper = value; + } + + // Set the isdigit property of the given unichar to the given value. + void set_isdigit(UNICHAR_ID unichar_id, bool value) { + unichars[unichar_id].properties.isdigit = value; + } + + // Set the ispunctuation property of the given unichar to the given value. + void set_ispunctuation(UNICHAR_ID unichar_id, bool value) { + unichars[unichar_id].properties.ispunctuation = value; + } + + // Set the isngram property of the given unichar to the given value. + void set_isngram(UNICHAR_ID unichar_id, bool value) { + unichars[unichar_id].properties.isngram = value; + } + + // Set the script name of the given unichar to the given value. + // Value is copied and thus can be a temporary; + void set_script(UNICHAR_ID unichar_id, const char* value) { + unichars[unichar_id].properties.script_id = add_script(value); + } + + // Set other_case unichar id in the properties for the given unichar id. + void set_other_case(UNICHAR_ID unichar_id, UNICHAR_ID other_case) { + unichars[unichar_id].properties.other_case = other_case; + } + + // Set the direction property of the given unichar to the given value. + void set_direction(UNICHAR_ID unichar_id, UNICHARSET::Direction value) { + unichars[unichar_id].properties.direction = value; + } + + // Set mirror unichar id in the properties for the given unichar id. + void set_mirror(UNICHAR_ID unichar_id, UNICHAR_ID mirror) { + unichars[unichar_id].properties.mirror = mirror; + } + + // Record normalized version of unichar with the given unichar_id. + void set_normed(UNICHAR_ID unichar_id, const char* normed) { + unichars[unichar_id].properties.normed = normed; + unichars[unichar_id].properties.normed_ids.truncate(0); + } + // Sets the normed_ids vector from the normed string. normed_ids is not + // stored in the file, and needs to be set when the UNICHARSET is loaded. + void set_normed_ids(UNICHAR_ID unichar_id); + + // Return the isalpha property of the given unichar. + bool get_isalpha(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return false; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.isalpha; + } + + // Return the islower property of the given unichar. + bool get_islower(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return false; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.islower; + } + + // Return the isupper property of the given unichar. + bool get_isupper(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return false; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.isupper; + } + + // Return the isdigit property of the given unichar. + bool get_isdigit(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return false; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.isdigit; + } + + // Return the ispunctuation property of the given unichar. + bool get_ispunctuation(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return false; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.ispunctuation; + } + + // Return the isngram property of the given unichar. + bool get_isngram(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return false; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.isngram; + } + + // Returns whether the unichar id represents a unicode value in the private + // use area. + bool get_isprivate(UNICHAR_ID unichar_id) const; + + // Returns true if the ids have useful min/max top/bottom values. + bool top_bottom_useful() const { + return top_bottom_set_; + } + // Sets all ranges to empty, so they can be expanded to set the values. + void set_ranges_empty(); + // Sets all the properties for this unicharset given a src_unicharset with + // everything set. The unicharsets don't have to be the same, and graphemes + // are correctly accounted for. + void SetPropertiesFromOther(const UNICHARSET& src) { + PartialSetPropertiesFromOther(0, src); + } + // Sets properties from Other, starting only at the given index. + void PartialSetPropertiesFromOther(int start_index, const UNICHARSET& src); + // Expands the tops and bottoms and widths for this unicharset given a + // src_unicharset with ranges in it. The unicharsets don't have to be the + // same, and graphemes are correctly accounted for. + void ExpandRangesFromOther(const UNICHARSET& src); + // Makes this a copy of src. Clears this completely first, so the automattic + // ids will not be present in this if not in src. + void CopyFrom(const UNICHARSET& src); + // For each id in src, if it does not occur in this, add it, as in + // SetPropertiesFromOther, otherwise expand the ranges, as in + // ExpandRangesFromOther. + void AppendOtherUnicharset(const UNICHARSET& src); + // Returns true if the acceptable ranges of the tops of the characters do + // not overlap, making their x-height calculations distinct. + bool SizesDistinct(UNICHAR_ID id1, UNICHAR_ID id2) const; + // Returns the min and max bottom and top of the given unichar in + // baseline-normalized coordinates, ie, where the baseline is + // kBlnBaselineOffset and the meanline is kBlnBaselineOffset + kBlnXHeight + // (See normalis.h for the definitions). + void get_top_bottom(UNICHAR_ID unichar_id, + int* min_bottom, int* max_bottom, + int* min_top, int* max_top) const { + if (INVALID_UNICHAR_ID == unichar_id) { + *min_bottom = *min_top = 0; + *max_bottom = *max_top = 256; // kBlnCellHeight + return; + } + ASSERT_HOST(contains_unichar_id(unichar_id)); + *min_bottom = unichars[unichar_id].properties.min_bottom; + *max_bottom = unichars[unichar_id].properties.max_bottom; + *min_top = unichars[unichar_id].properties.min_top; + *max_top = unichars[unichar_id].properties.max_top; + } + void set_top_bottom(UNICHAR_ID unichar_id, + int min_bottom, int max_bottom, + int min_top, int max_top) { + unichars[unichar_id].properties.min_bottom = + static_cast(ClipToRange(min_bottom, 0, MAX_UINT8)); + unichars[unichar_id].properties.max_bottom = + static_cast(ClipToRange(max_bottom, 0, MAX_UINT8)); + unichars[unichar_id].properties.min_top = + static_cast(ClipToRange(min_top, 0, MAX_UINT8)); + unichars[unichar_id].properties.max_top = + static_cast(ClipToRange(max_top, 0, MAX_UINT8)); + } + // Returns the width stats (as mean, sd) of the given unichar relative to the + // median advance of all characters in the character set. + void get_width_stats(UNICHAR_ID unichar_id, + float* width, float* width_sd) const { + if (INVALID_UNICHAR_ID == unichar_id) { + *width = 0.0f; + *width_sd = 0.0f;; + return; + } + ASSERT_HOST(contains_unichar_id(unichar_id)); + *width = unichars[unichar_id].properties.width; + *width_sd = unichars[unichar_id].properties.width_sd; + } + void set_width_stats(UNICHAR_ID unichar_id, float width, float width_sd) { + unichars[unichar_id].properties.width = width; + unichars[unichar_id].properties.width_sd = width_sd; + } + // Returns the stats of the x-bearing (as mean, sd) of the given unichar + // relative to the median advance of all characters in the character set. + void get_bearing_stats(UNICHAR_ID unichar_id, + float* bearing, float* bearing_sd) const { + if (INVALID_UNICHAR_ID == unichar_id) { + *bearing = *bearing_sd = 0.0f; + return; + } + ASSERT_HOST(contains_unichar_id(unichar_id)); + *bearing = unichars[unichar_id].properties.bearing; + *bearing_sd = unichars[unichar_id].properties.bearing_sd; + } + void set_bearing_stats(UNICHAR_ID unichar_id, + float bearing, float bearing_sd) { + unichars[unichar_id].properties.bearing = bearing; + unichars[unichar_id].properties.bearing_sd = bearing_sd; + } + // Returns the stats of the x-advance of the given unichar (as mean, sd) + // relative to the median advance of all characters in the character set. + void get_advance_stats(UNICHAR_ID unichar_id, + float* advance, float* advance_sd) const { + if (INVALID_UNICHAR_ID == unichar_id) { + *advance = *advance_sd = 0; + return; + } + ASSERT_HOST(contains_unichar_id(unichar_id)); + *advance = unichars[unichar_id].properties.advance; + *advance_sd = unichars[unichar_id].properties.advance_sd; + } + void set_advance_stats(UNICHAR_ID unichar_id, + float advance, float advance_sd) { + unichars[unichar_id].properties.advance = advance; + unichars[unichar_id].properties.advance_sd = advance_sd; + } + // Returns true if the font metrics properties are empty. + bool PropertiesIncomplete(UNICHAR_ID unichar_id) const { + return unichars[unichar_id].properties.AnyRangeEmpty(); + } + + // Return the script name of the given unichar. + // The returned pointer will always be the same for the same script, it's + // managed by unicharset and thus MUST NOT be deleted + int get_script(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return null_sid_; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.script_id; + } + + // Return the character properties, eg. alpha/upper/lower/digit/punct, + // as a bit field of unsigned int. + unsigned int get_properties(UNICHAR_ID unichar_id) const; + + // Return the character property as a single char. If a character has + // multiple attributes, the main property is defined by the following order: + // upper_case : 'A' + // lower_case : 'a' + // alpha : 'x' + // digit : '0' + // punctuation: 'p' + char get_chartype(UNICHAR_ID unichar_id) const; + + // Get other_case unichar id in the properties for the given unichar id. + UNICHAR_ID get_other_case(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return INVALID_UNICHAR_ID; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.other_case; + } + + // Returns the direction property of the given unichar. + Direction get_direction(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return UNICHARSET::U_OTHER_NEUTRAL; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.direction; + } + + // Get mirror unichar id in the properties for the given unichar id. + UNICHAR_ID get_mirror(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return INVALID_UNICHAR_ID; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.mirror; + } + + // Returns UNICHAR_ID of the corresponding lower-case unichar. + UNICHAR_ID to_lower(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return INVALID_UNICHAR_ID; + ASSERT_HOST(contains_unichar_id(unichar_id)); + if (unichars[unichar_id].properties.islower) return unichar_id; + return unichars[unichar_id].properties.other_case; + } + + // Returns UNICHAR_ID of the corresponding upper-case unichar. + UNICHAR_ID to_upper(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return INVALID_UNICHAR_ID; + ASSERT_HOST(contains_unichar_id(unichar_id)); + if (unichars[unichar_id].properties.isupper) return unichar_id; + return unichars[unichar_id].properties.other_case; + } + + // Returns true if this UNICHARSET has the special codes in + // SpecialUnicharCodes available. If false then there are normal unichars + // at these codes and they should not be used. + bool has_special_codes() const { + return get_fragment(UNICHAR_BROKEN) != NULL && + strcmp(id_to_unichar(UNICHAR_BROKEN), + kSpecialUnicharCodes[UNICHAR_BROKEN]) == 0; + } + + // Returns true if there are any repeated unicodes in the normalized + // text of any unichar-id in the unicharset. + bool AnyRepeatedUnicodes() const; + + // Return a pointer to the CHAR_FRAGMENT class if the given + // unichar id represents a character fragment. + const CHAR_FRAGMENT *get_fragment(UNICHAR_ID unichar_id) const { + if (INVALID_UNICHAR_ID == unichar_id) return NULL; + ASSERT_HOST(contains_unichar_id(unichar_id)); + return unichars[unichar_id].properties.fragment; + } + + // Return the isalpha property of the given unichar representation. + bool get_isalpha(const char* const unichar_repr) const { + return get_isalpha(unichar_to_id(unichar_repr)); + } + + // Return the islower property of the given unichar representation. + bool get_islower(const char* const unichar_repr) const { + return get_islower(unichar_to_id(unichar_repr)); + } + + // Return the isupper property of the given unichar representation. + bool get_isupper(const char* const unichar_repr) const { + return get_isupper(unichar_to_id(unichar_repr)); + } + + // Return the isdigit property of the given unichar representation. + bool get_isdigit(const char* const unichar_repr) const { + return get_isdigit(unichar_to_id(unichar_repr)); + } + + // Return the ispunctuation property of the given unichar representation. + bool get_ispunctuation(const char* const unichar_repr) const { + return get_ispunctuation(unichar_to_id(unichar_repr)); + } + + // Return the character properties, eg. alpha/upper/lower/digit/punct, + // of the given unichar representation + unsigned int get_properties(const char* const unichar_repr) const { + return get_properties(unichar_to_id(unichar_repr)); + } + + char get_chartype(const char* const unichar_repr) const { + return get_chartype(unichar_to_id(unichar_repr)); + } + + // Return the script name of the given unichar representation. + // The returned pointer will always be the same for the same script, it's + // managed by unicharset and thus MUST NOT be deleted + int get_script(const char* const unichar_repr) const { + return get_script(unichar_to_id(unichar_repr)); + } + + // Return a pointer to the CHAR_FRAGMENT class struct if the given + // unichar representation represents a character fragment. + const CHAR_FRAGMENT *get_fragment(const char* const unichar_repr) const { + if (unichar_repr == NULL || unichar_repr[0] == '\0' || + !ids.contains(unichar_repr)) { + return NULL; + } + return get_fragment(unichar_to_id(unichar_repr)); + } + + // Return the isalpha property of the given unichar representation. + // Only the first length characters from unichar_repr are used. + bool get_isalpha(const char* const unichar_repr, + int length) const { + return get_isalpha(unichar_to_id(unichar_repr, length)); + } + + // Return the islower property of the given unichar representation. + // Only the first length characters from unichar_repr are used. + bool get_islower(const char* const unichar_repr, + int length) const { + return get_islower(unichar_to_id(unichar_repr, length)); + } + + // Return the isupper property of the given unichar representation. + // Only the first length characters from unichar_repr are used. + bool get_isupper(const char* const unichar_repr, + int length) const { + return get_isupper(unichar_to_id(unichar_repr, length)); + } + + // Return the isdigit property of the given unichar representation. + // Only the first length characters from unichar_repr are used. + bool get_isdigit(const char* const unichar_repr, + int length) const { + return get_isdigit(unichar_to_id(unichar_repr, length)); + } + + // Return the ispunctuation property of the given unichar representation. + // Only the first length characters from unichar_repr are used. + bool get_ispunctuation(const char* const unichar_repr, + int length) const { + return get_ispunctuation(unichar_to_id(unichar_repr, length)); + } + + // Returns normalized version of unichar with the given unichar_id. + const char *get_normed_unichar(UNICHAR_ID unichar_id) const { + if (unichar_id == UNICHAR_SPACE && has_special_codes()) return " "; + return unichars[unichar_id].properties.normed.string(); + } + // Returns a vector of UNICHAR_IDs that represent the ids of the normalized + // version of the given id. There may be more than one UNICHAR_ID in the + // vector if unichar_id represents a ligature. + const GenericVector& normed_ids(UNICHAR_ID unichar_id) const { + return unichars[unichar_id].properties.normed_ids; + } + + // Return the script name of the given unichar representation. + // Only the first length characters from unichar_repr are used. + // The returned pointer will always be the same for the same script, it's + // managed by unicharset and thus MUST NOT be deleted + int get_script(const char* const unichar_repr, + int length) const { + return get_script(unichar_to_id(unichar_repr, length)); + } + + // Return the (current) number of scripts in the script table + int get_script_table_size() const { + return script_table_size_used; + } + + // Return the script string from its id + const char* get_script_from_script_id(int id) const { + if (id >= script_table_size_used || id < 0) + return null_script; + return script_table[id]; + } + + // Returns the id from the name of the script, or 0 if script is not found. + // Note that this is an expensive operation since it involves iteratively + // comparing strings in the script table. To avoid dependency on STL, we + // won't use a hash. Instead, the calling function can use this to lookup + // and save the ID for relevant scripts for fast comparisons later. + int get_script_id_from_name(const char* script_name) const; + + // Return true if the given script is the null script + bool is_null_script(const char* script) const { + return script == null_script; + } + + // Uniquify the given script. For two scripts a and b, if strcmp(a, b) == 0, + // then the returned pointer will be the same. + // The script parameter is copied and thus can be a temporary. + int add_script(const char* script); + + // Return the enabled property of the given unichar. + bool get_enabled(UNICHAR_ID unichar_id) const { + return unichars[unichar_id].properties.enabled; + } + + + int null_sid() const { return null_sid_; } + int common_sid() const { return common_sid_; } + int latin_sid() const { return latin_sid_; } + int cyrillic_sid() const { return cyrillic_sid_; } + int greek_sid() const { return greek_sid_; } + int han_sid() const { return han_sid_; } + int hiragana_sid() const { return hiragana_sid_; } + int katakana_sid() const { return katakana_sid_; } + int default_sid() const { return default_sid_; } + + // Returns true if the unicharset has the concept of upper/lower case. + bool script_has_upper_lower() const { + return script_has_upper_lower_; + } + // Returns true if the unicharset has the concept of x-height. + // script_has_xheight can be true even if script_has_upper_lower is not, + // when the script has a sufficiently predominant top line with ascenders, + // such as Devanagari and Thai. + bool script_has_xheight() const { + return script_has_xheight_; + } + + private: + + struct UNICHAR_PROPERTIES { + UNICHAR_PROPERTIES(); + // Initializes all properties to sensible default values. + void Init(); + // Sets all ranges wide open. Initialization default in case there are + // no useful values available. + void SetRangesOpen(); + // Sets all ranges to empty. Used before expanding with font-based data. + void SetRangesEmpty(); + // Returns true if any of the top/bottom/width/bearing/advance ranges/stats + // is emtpy. + bool AnyRangeEmpty() const; + // Expands the ranges with the ranges from the src properties. + void ExpandRangesFrom(const UNICHAR_PROPERTIES& src); + // Copies the properties from src into this. + void CopyFrom(const UNICHAR_PROPERTIES& src); + + bool isalpha; + bool islower; + bool isupper; + bool isdigit; + bool ispunctuation; + bool isngram; + bool enabled; + // Possible limits of the top and bottom of the bounding box in + // baseline-normalized coordinates, ie, where the baseline is + // kBlnBaselineOffset and the meanline is kBlnBaselineOffset + kBlnXHeight + // (See normalis.h for the definitions). + uinT8 min_bottom; + uinT8 max_bottom; + uinT8 min_top; + uinT8 max_top; + // Statstics of the widths of bounding box, relative to the median advance. + float width; + float width_sd; + // Stats of the x-bearing and advance, also relative to the median advance. + float bearing; + float bearing_sd; + float advance; + float advance_sd; + int script_id; + UNICHAR_ID other_case; // id of the corresponding upper/lower case unichar + Direction direction; // direction of this unichar + // Mirror property is useful for reverse DAWG lookup for words in + // right-to-left languages (e.g. "(word)" would be in + // '[open paren]' 'w' 'o' 'r' 'd' '[close paren]' in a UTF8 string. + // However, what we want in our DAWG is + // '[open paren]', 'd', 'r', 'o', 'w', '[close paren]' not + // '[close paren]', 'd', 'r', 'o', 'w', '[open paren]'. + UNICHAR_ID mirror; + // A string of unichar_ids that represent the corresponding normed string. + // For awkward characters like em-dash, this gives hyphen. + // For ligatures, this gives the string of normal unichars. + GenericVector normed_ids; + STRING normed; // normalized version of this unichar + // Contains meta information about the fragment if a unichar represents + // a fragment of a character, otherwise should be set to NULL. + // It is assumed that character fragments are added to the unicharset + // after the corresponding 'base' characters. + CHAR_FRAGMENT *fragment; + }; + + struct UNICHAR_SLOT { + char representation[UNICHAR_LEN + 1]; + UNICHAR_PROPERTIES properties; + }; + + // Internal recursive version of encode_string above. + // str is the start of the whole string. + // str_index is the current position in str. + // str_length is the length of str. + // encoding is a working encoding of str. + // lengths is a working set of lengths of each element of encoding. + // best_total_length is the longest length of str that has been successfully + // encoded so far. + // On return: + // best_encoding contains the encoding that used the longest part of str. + // best_lengths (may be null) contains the lengths of best_encoding. + void encode_string(const char* str, int str_index, int str_length, + GenericVector* encoding, + GenericVector* lengths, + int* best_total_length, + GenericVector* best_encoding, + GenericVector* best_lengths) const; + + // Gets the properties for a grapheme string, combining properties for + // multiple characters in a meaningful way where possible. + // Returns false if no valid match was found in the unicharset. + // NOTE that script_id, mirror, and other_case refer to this unicharset on + // return and will need redirecting if the target unicharset is different. + bool GetStrProperties(const char* utf8_str, + UNICHAR_PROPERTIES* props) const; + + // Load ourselves from a "file" where our only interface to the file is + // an implementation of fgets(). This is the parsing primitive accessed by + // the public routines load_from_file() and load_from_inmemory_file(). + bool load_via_fgets(TessResultCallback2 *fgets_cb, + bool skip_fragments); + + UNICHAR_SLOT* unichars; + UNICHARMAP ids; + int size_used; + int size_reserved; + char** script_table; + int script_table_size_used; + int script_table_size_reserved; + const char* null_script; + // True if the unichars have their tops/bottoms set. + bool top_bottom_set_; + // True if the unicharset has significant upper/lower case chars. + bool script_has_upper_lower_; + // True if the unicharset has a significant mean-line with significant + // ascenders above that. + bool script_has_xheight_; + + // A few convenient script name-to-id mapping without using hash. + // These are initialized when unicharset file is loaded. Anything + // missing from this list can be looked up using get_script_id_from_name. + int null_sid_; + int common_sid_; + int latin_sid_; + int cyrillic_sid_; + int greek_sid_; + int han_sid_; + int hiragana_sid_; + int katakana_sid_; + // The most frequently occurring script in the charset. + int default_sid_; +}; + +#endif // TESSERACT_CCUTIL_UNICHARSET_H__ diff --git a/3rdparty/hgOCR/include/ccutil/unicity_table.h b/3rdparty/hgOCR/include/ccutil/unicity_table.h new file mode 100644 index 00000000..d664d461 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unicity_table.h @@ -0,0 +1,208 @@ +/////////////////////////////////////////////////////////////////////// +// File: UnicityTable.h +// Description: a class to uniquify objects, manipulating them using integers +// ids. +// Author: Samuel Charron +// +// (C) Copyright 2006, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_CCUTIL_UNICITY_TABLE_H_ +#define TESSERACT_CCUTIL_UNICITY_TABLE_H_ + +#include "tesscallback.h" +#include "errcode.h" +#include "genericvector.h" + +// A class to uniquify objects, manipulating them using integers ids. +// T requirements: +// operator= to add an element +// default-constructible: allocating the internal table will call the default +// constructor. +template +class UnicityTable { + public: + UnicityTable(); + /// Clear the structures and deallocate internal structures. + ~UnicityTable(); + + /// Reserve some memory. If there is size or more elements, the table will + /// then allocate size * 2 elements. + void reserve(int size); + + /// Return the size used. + int size() const; + + /// Return the object from an id. + const T &get(int id) const; + + // Return the pointer to an object with the given id. + T *get_mutable(int id); + + /// Return the id of the T object. + /// This method NEEDS a compare_callback to be passed to + /// set_compare_callback. + int get_id(T object) const; + + /// Return true if T is in the table + bool contains(T object) const; + + /// Return true if the id is valid + T contains_id(int id) const; + + /// Add an element in the table + int push_back(T object); + + /// Add a callback to be called to delete the elements when the table took + /// their ownership. + void set_clear_callback(TessCallback1* cb); + + /// Add a callback to be called to compare the elements when needed (contains, + /// get_id, ...) + void set_compare_callback(TessResultCallback2* cb); + + /// Clear the table, calling the callback function if any. + /// All the owned Callbacks are also deleted. + /// If you don't want the Callbacks to be deleted, before calling clear, set + /// the callback to NULL. + void clear(); + + /// This method clear the current object, then, does a shallow copy of + /// its argument, and finally invalidate its argument. + void move(UnicityTable* from); + + /// Read/Write the table to a file. This does _NOT_ read/write the callbacks. + /// The Callback given must be permanent since they will be called more than + /// once. The given callback will be deleted at the end. + /// Returns false on read/write error. + bool write(FILE* f, TessResultCallback2* cb) const; + /// swap is used to switch the endianness. + bool read(FILE* f, TessResultCallback3* cb, bool swap); + + private: + GenericVector table_; + // Mutable because Run method is not const + mutable TessResultCallback2* compare_cb_; +}; + +template +class UnicityTableEqEq : public UnicityTable { + public: + UnicityTableEqEq() { + UnicityTable::set_compare_callback( + NewPermanentTessCallback(tesseract::cmp_eq)); + } +}; + +template +UnicityTable::UnicityTable() : + compare_cb_(0) { +} + + +template +UnicityTable::~UnicityTable() { + clear(); +} + +template +int UnicityTable::size() const{ + return table_.size(); +} + +// Reserve some memory. If there is size or more elements, the table will +// then allocate size * 2 elements. +template +void UnicityTable::reserve(int size) { + table_.reserve(size); +} + +// Return the object from an id. +template +const T &UnicityTable::get(int id) const { + return table_.get(id); +} +// Returns the pointer to the object with the given id. +template +T *UnicityTable::get_mutable(int id) { + return &(table_.get(id)); +} +// Return true if the id is valid +template +T UnicityTable::contains_id(int id) const { + return table_.contains_index(id); +} + +// Return the id of the T object. +template +int UnicityTable::get_id(T object) const { + return table_.get_index(object); +} + +// Return true if T is in the table +template +bool UnicityTable::contains(T object) const { + return get_id(object) != -1; +} + +// Add an element in the table +template +int UnicityTable::push_back(T object) { + int idx = get_id(object); + if (idx == -1) { + idx = table_.push_back(object); + } + return idx; +} + +// Add a callback to be called to delete the elements when the table took +// their ownership. +template +void UnicityTable::set_clear_callback(TessCallback1* cb) { + table_.set_clear_callback(cb); +} + +// Add a callback to be called to delete the elements when the table took +// their ownership. +template +void UnicityTable::set_compare_callback(TessResultCallback2* cb) { + table_.set_compare_callback(cb); + compare_cb_ = cb; +} + +// Clear the table, calling the callback function if any. +template +void UnicityTable::clear() { + table_.clear(); +} + +template +bool UnicityTable::write( + FILE* f, TessResultCallback2* cb) const { + return table_.write(f, cb); +} + +template +bool UnicityTable::read( + FILE* f, TessResultCallback3* cb, bool swap) { + return table_.read(f, cb, swap); +} + +// This method clear the current object, then, does a shallow copy of +// its argument, and finally invalidate its argument. +template +void UnicityTable::move(UnicityTable* from) { + table_.move(&from->table_); +} + +#endif // TESSERACT_CCUTIL_UNICITY_TABLE_H_ diff --git a/3rdparty/hgOCR/include/ccutil/unicodes.cpp b/3rdparty/hgOCR/include/ccutil/unicodes.cpp new file mode 100644 index 00000000..5d9964d8 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unicodes.cpp @@ -0,0 +1,57 @@ +/********************************************************************** + * File: unicodes.h + * Description: Unicode related machinery + * Author: David Eger + * Created: Wed Jun 15 16:37:50 PST 2011 + * + * (C) Copyright 2011, Google, Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#include "unicodes.h" +#include "host.h" // for NULL + +namespace tesseract { + +const char *kUTF8LineSeparator = "\u2028"; // "\xe2\x80\xa8"; +const char *kUTF8ParagraphSeparator = "\u2029"; // "\xe2\x80\xa9"; +const char *kLRM = "\u200E"; // Left-to-Right Mark +const char *kRLM = "\u200F"; // Right-to-Left Mark +const char *kRLE = "\u202A"; // Right-to-Left Embedding +const char *kPDF = "\u202C"; // Pop Directional Formatting + +const char *kHyphenLikeUTF8[] = { + "-", // ASCII hyphen-minus + "\u05BE", // word hyphen in hybrew + "\u2010", // hyphen + "\u2011", // non-breaking hyphen + "\u2012", // a hyphen the same width as digits + "\u2013", // en dash + "\u2014", // em dash + "\u2015", // horizontal bar + "\u2212", // arithmetic minus sign + "\uFE58", // small em dash + "\uFE63", // small hyphen-minus + "\uFF0D", // fullwidth hyphen-minus + NULL, // end of our list +}; + +const char *kApostropheLikeUTF8[] = { + "'", // ASCII apostrophe + "`", // ASCII backtick + "\u2018", // opening single quote + "\u2019", // closing single quote + "\u2032", // mathematical prime mark + NULL, // end of our list. +}; + +} // namespace diff --git a/3rdparty/hgOCR/include/ccutil/unicodes.h b/3rdparty/hgOCR/include/ccutil/unicodes.h new file mode 100644 index 00000000..f6d2bd51 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/unicodes.h @@ -0,0 +1,39 @@ +/********************************************************************** + * File: unicodes.h + * Description: Unicode related machinery + * Author: David Eger + * Created: Wed Jun 15 16:37:50 PST 2011 + * + * (C) Copyright 2011, Google, Inc. + ** Licensed under the Apache License, Version 2.0 (the "License"); + ** you may not use this file except in compliance with the License. + ** You may obtain a copy of the License at + ** http://www.apache.org/licenses/LICENSE-2.0 + ** Unless required by applicable law or agreed to in writing, software + ** distributed under the License is distributed on an "AS IS" BASIS, + ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + ** See the License for the specific language governing permissions and + ** limitations under the License. + * + **********************************************************************/ + +#ifndef TESSERACT_CCUTIL_UNICODES_H__ +#define TESSERACT_CCUTIL_UNICODES_H__ + +namespace tesseract { + +extern const char *kUTF8LineSeparator; +extern const char *kUTF8ParagraphSeparator; +extern const char *kLRM; //< Left-to-Right Mark +extern const char *kRLM; //< Right-to-Left Mark +extern const char *kRLE; //< Right-to-Left Embedding +extern const char *kPDF; //< Pop Directional Formatting + +/// The following are confusable internal word punctuation symbols +/// which we normalize to the first variant when matching in dawgs. +extern const char *kHyphenLikeUTF8[]; +extern const char *kApostropheLikeUTF8[]; + +} // namespace + +#endif // TESSERACT_CCUTIL_UNICODES_H__ diff --git a/3rdparty/hgOCR/include/ccutil/universalambigs.cpp b/3rdparty/hgOCR/include/ccutil/universalambigs.cpp new file mode 100644 index 00000000..aa03c845 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/universalambigs.cpp @@ -0,0 +1,19021 @@ +/////////////////////////////////////////////////////////////////////// +// File: universalambigs.cpp +// Description: Data for a universal ambigs file that is useful for +// any language. +// Author: Ray Smith +// Created: Mon Mar 18 11:26:00 PDT 2013 +// +// (C) Copyright 2013, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +namespace tesseract { + +extern const char kUniversalAmbigsFile[] = { + '\166', '\062', '\012', '\047', '\047', '\040', '\042', '\040', '\061', + '\012', '\140', '\047', '\040', '\042', '\040', '\061', '\012', '\047', + '\140', '\040', '\042', '\040', '\061', '\012', '\342', '\200', '\230', + '\047', '\040', '\042', '\040', '\061', '\012', '\047', '\342', '\200', + '\230', '\040', '\042', '\040', '\061', '\012', '\342', '\200', '\231', + '\047', '\040', '\042', '\040', '\061', '\012', '\047', '\342', '\200', + '\231', '\040', '\042', '\040', '\061', '\012', '\140', '\140', '\040', + '\042', '\040', '\061', '\012', '\140', '\342', '\200', '\230', '\040', + '\042', '\040', '\061', '\012', '\342', '\200', '\230', '\140', '\040', + '\042', '\040', '\061', '\012', '\140', '\342', '\200', '\231', '\040', + '\042', '\040', '\061', '\012', '\342', '\200', '\231', '\140', '\040', + '\042', '\040', '\061', '\012', '\342', '\200', '\230', '\342', '\200', + '\230', '\040', '\342', '\200', '\234', '\040', '\061', '\012', '\342', + '\200', '\230', '\342', '\200', '\231', '\040', '\042', '\040', '\061', + '\012', '\342', '\200', '\231', '\342', '\200', '\230', '\040', '\042', + '\040', '\061', '\012', '\342', '\200', '\231', '\342', '\200', '\231', + '\040', '\342', '\200', '\235', '\040', '\061', '\012', '\054', '\054', + '\040', '\342', '\200', '\236', '\040', '\061', '\012', '\155', '\040', + '\162', '\156', '\040', '\060', '\012', '\162', '\156', '\040', '\155', + '\040', '\060', '\012', '\155', '\040', '\151', '\156', '\040', '\060', + '\012', '\151', '\156', '\040', '\155', '\040', '\060', '\012', '\144', + '\040', '\143', '\154', '\040', '\060', '\012', '\143', '\154', '\040', + '\144', '\040', '\060', '\012', '\156', '\156', '\040', '\162', '\155', + '\040', '\060', '\012', '\162', '\155', '\040', '\156', '\156', '\040', + '\060', '\012', '\156', '\040', '\162', '\151', '\040', '\060', '\012', + '\162', '\151', '\040', '\156', '\040', '\060', '\012', '\154', '\151', + '\040', '\150', '\040', '\060', '\012', '\154', '\162', '\040', '\150', + '\040', '\060', '\012', '\151', '\151', '\040', '\165', '\040', '\060', + '\012', '\151', '\151', '\040', '\156', '\040', '\060', '\012', '\156', + '\151', '\040', '\155', '\040', '\060', '\012', '\151', '\151', '\151', + '\040', '\155', '\040', '\060', '\012', '\154', '\154', '\040', '\110', + '\040', '\060', '\012', '\111', '\055', '\111', '\040', '\110', '\040', + '\060', '\012', '\166', '\166', '\040', '\167', '\040', '\060', '\012', + '\126', '\126', '\040', '\127', '\040', '\060', '\012', '\164', '\040', + '\146', '\040', '\060', '\012', '\146', '\040', '\164', '\040', '\060', + '\012', '\141', '\040', '\157', '\040', '\060', '\012', '\157', '\040', + '\141', '\040', '\060', '\012', '\145', '\040', '\143', '\040', '\060', + '\012', '\143', '\040', '\145', '\040', '\060', '\012', '\162', '\162', + '\040', '\156', '\040', '\060', '\012', '\105', '\040', '\146', '\151', + '\040', '\060', '\012', '\154', '\074', '\040', '\153', '\040', '\060', + '\012', '\154', '\144', '\040', '\153', '\151', '\040', '\060', '\012', + '\154', '\170', '\040', '\150', '\040', '\060', '\012', '\170', '\156', + '\040', '\155', '\040', '\060', '\012', '\165', '\170', '\040', '\151', + '\156', '\040', '\060', '\012', '\162', '\040', '\164', '\040', '\060', + '\012', '\144', '\040', '\164', '\154', '\040', '\060', '\012', '\144', + '\151', '\040', '\164', '\150', '\040', '\060', '\012', '\165', '\162', + '\040', '\151', '\156', '\040', '\060', '\012', '\165', '\156', '\040', + '\151', '\155', '\040', '\060', '\012', '\165', '\040', '\141', '\040', + '\060', '\012', '\157', '\040', '\303', '\263', '\040', '\060', '\012', + '\303', '\263', '\040', '\157', '\040', '\060', '\012', '\151', '\040', + '\303', '\255', '\040', '\060', '\012', '\303', '\255', '\040', '\151', + '\040', '\060', '\012', '\141', '\040', '\303', '\241', '\040', '\060', + '\012', '\303', '\241', '\040', '\141', '\040', '\060', '\012', '\145', + '\040', '\303', '\251', '\040', '\060', '\012', '\303', '\251', '\040', + '\145', '\040', '\060', '\012', '\165', '\040', '\303', '\272', '\040', + '\060', '\012', '\303', '\272', '\040', '\165', '\040', '\060', '\012', + '\156', '\040', '\303', '\261', '\040', '\060', '\012', '\303', '\261', + '\040', '\156', '\040', '\060', '\012', '\060', '\040', '\157', '\040', + '\060', '\012', '\144', '\040', '\164', '\162', '\040', '\060', '\012', + '\156', '\040', '\164', '\162', '\040', '\060', '\012', '\303', '\261', + '\040', '\146', '\151', '\040', '\060', '\012', '\165', '\040', '\164', + '\151', '\040', '\060', '\012', '\303', '\261', '\040', '\164', '\151', + '\040', '\060', '\012', '\144', '\040', '\164', '\151', '\040', '\060', + '\012', '\144', '\040', '\164', '\303', '\255', '\040', '\060', '\012', + '\144', '\040', '\162', '\303', '\255', '\040', '\060', '\012', '\141', + '\040', '\303', '\240', '\040', '\060', '\012', '\145', '\040', '\303', + '\250', '\040', '\060', '\012', '\156', '\040', '\151', '\152', '\040', + '\060', '\012', '\147', '\040', '\151', '\152', '\040', '\060', '\012', + '\157', '\040', '\303', '\262', '\040', '\060', '\012', '\105', '\040', + '\303', '\211', '\040', '\060', '\012', '\105', '\040', '\303', '\210', + '\040', '\060', '\012', '\165', '\040', '\303', '\274', '\040', '\060', + '\012', '\170', '\156', '\105', '\040', '\141', '\156', '\040', '\061', + '\012', '\155', '\131', '\170', '\040', '\155', '\145', '\040', '\061', + '\012', '\161', '\164', '\105', '\040', '\156', '\164', '\040', '\061', + '\012', '\124', '\154', '\142', '\040', '\154', '\145', '\040', '\061', + '\012', '\166', '\170', '\116', '\040', '\166', '\141', '\040', '\061', + '\012', '\147', '\152', '\121', '\040', '\156', '\147', '\040', '\061', + '\012', '\152', '\160', '\106', '\040', '\151', '\152', '\040', '\061', + '\012', '\131', '\162', '\154', '\040', '\154', '\145', '\040', '\061', + '\012', '\141', '\161', '\131', '\040', '\141', '\156', '\040', '\061', + '\012', '\172', '\166', '\112', '\040', '\166', '\141', '\040', '\061', + '\012', '\146', '\142', '\114', '\040', '\142', '\145', '\040', '\061', + '\012', '\116', '\166', '\153', '\040', '\166', '\141', '\040', '\061', + '\012', '\146', '\112', '\160', '\040', '\160', '\162', '\040', '\061', + '\012', '\167', '\170', '\103', '\040', '\167', '\141', '\040', '\061', + '\012', '\143', '\165', '\112', '\040', '\161', '\165', '\040', '\061', + '\012', '\121', '\172', '\164', '\040', '\164', '\141', '\040', '\061', + '\012', '\161', '\113', '\167', '\040', '\167', '\141', '\040', '\061', + '\012', '\163', '\143', '\112', '\040', '\163', '\164', '\040', '\061', + '\012', '\160', '\130', '\160', '\040', '\160', '\157', '\040', '\061', + '\012', '\126', '\161', '\151', '\040', '\164', '\151', '\040', '\061', + '\012', '\125', '\170', '\153', '\040', '\153', '\141', '\040', '\061', + '\012', '\153', '\112', '\166', '\040', '\153', '\141', '\040', '\061', + '\012', '\131', '\153', '\144', '\040', '\153', '\141', '\040', '\061', + '\012', '\166', '\160', '\130', '\040', '\166', '\141', '\040', '\061', + '\012', '\151', '\102', '\166', '\040', '\164', '\151', '\040', '\061', + '\012', '\172', '\122', '\142', '\040', '\163', '\172', '\040', '\061', + '\012', '\171', '\124', '\155', '\040', '\155', '\151', '\040', '\061', + '\012', '\155', '\113', '\160', '\040', '\160', '\162', '\040', '\061', + '\012', '\126', '\172', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\130', '\164', '\160', '\040', '\164', '\151', '\040', '\061', + '\012', '\155', '\166', '\104', '\040', '\166', '\141', '\040', '\061', + '\012', '\155', '\104', '\161', '\040', '\155', '\145', '\040', '\061', + '\012', '\152', '\170', '\120', '\040', '\151', '\152', '\040', '\061', + '\012', '\102', '\170', '\166', '\040', '\166', '\141', '\040', '\061', + '\012', '\157', '\111', '\165', '\040', '\161', '\165', '\040', '\061', + '\012', '\122', '\166', '\143', '\040', '\166', '\141', '\040', '\061', + '\012', '\165', '\103', '\152', '\040', '\161', '\165', '\040', '\061', + '\012', '\157', '\101', '\157', '\040', '\166', '\157', '\040', '\061', + '\012', '\161', '\165', '\102', '\040', '\164', '\165', '\040', '\061', + '\012', '\142', '\164', '\126', '\040', '\164', '\151', '\040', '\061', + '\012', '\114', '\155', '\143', '\040', '\155', '\145', '\040', '\061', + '\012', '\164', '\126', '\167', '\040', '\164', '\151', '\040', '\061', + '\012', '\131', '\170', '\166', '\040', '\166', '\141', '\040', '\061', + '\012', '\110', '\170', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\144', '\126', '\150', '\040', '\164', '\150', '\040', '\061', + '\012', '\170', '\131', '\143', '\040', '\143', '\150', '\040', '\061', + '\012', '\165', '\120', '\152', '\040', '\164', '\165', '\040', '\061', + '\012', '\146', '\124', '\146', '\040', '\146', '\157', '\040', '\061', + '\012', '\122', '\152', '\167', '\040', '\151', '\152', '\040', '\061', + '\012', '\170', '\144', '\101', '\040', '\144', '\151', '\040', '\061', + '\012', '\152', '\172', '\116', '\040', '\151', '\152', '\040', '\061', + '\012', '\155', '\170', '\114', '\040', '\155', '\145', '\040', '\061', + '\012', '\171', '\147', '\112', '\040', '\156', '\147', '\040', '\061', + '\012', '\126', '\166', '\147', '\040', '\166', '\141', '\040', '\061', + '\012', '\162', '\152', '\113', '\040', '\151', '\152', '\040', '\061', + '\012', '\171', '\165', '\126', '\040', '\164', '\165', '\040', '\061', + '\012', '\163', '\127', '\153', '\040', '\153', '\165', '\040', '\061', + '\012', '\120', '\147', '\172', '\040', '\163', '\172', '\040', '\061', + '\012', '\152', '\110', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\172', '\153', '\125', '\040', '\153', '\165', '\040', '\061', + '\012', '\147', '\166', '\107', '\040', '\166', '\141', '\040', '\061', + '\012', '\150', '\144', '\120', '\040', '\164', '\150', '\040', '\061', + '\012', '\155', '\126', '\142', '\040', '\155', '\145', '\040', '\061', + '\012', '\121', '\147', '\144', '\040', '\144', '\151', '\040', '\061', + '\012', '\172', '\143', '\132', '\040', '\143', '\150', '\040', '\061', + '\012', '\172', '\161', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\172', '\163', '\112', '\040', '\163', '\172', '\040', '\061', + '\012', '\144', '\146', '\116', '\040', '\144', '\151', '\040', '\061', + '\012', '\144', '\147', '\127', '\040', '\144', '\151', '\040', '\061', + '\012', '\167', '\116', '\162', '\040', '\162', '\151', '\040', '\061', + '\012', '\172', '\166', '\103', '\040', '\166', '\141', '\040', '\061', + '\012', '\161', '\131', '\167', '\040', '\161', '\165', '\040', '\061', + '\012', '\165', '\110', '\171', '\040', '\164', '\165', '\040', '\061', + '\012', '\164', '\116', '\161', '\040', '\164', '\150', '\040', '\061', + '\012', '\154', '\170', '\112', '\040', '\154', '\151', '\040', '\061', + '\012', '\110', '\142', '\153', '\040', '\153', '\165', '\040', '\061', + '\012', '\170', '\163', '\107', '\040', '\163', '\164', '\040', '\061', + '\012', '\166', '\123', '\142', '\040', '\166', '\141', '\040', '\061', + '\012', '\170', '\106', '\142', '\040', '\142', '\165', '\040', '\061', + '\012', '\116', '\164', '\147', '\040', '\164', '\150', '\040', '\061', + '\012', '\157', '\102', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\161', '\153', '\166', '\040', '\161', '\165', '\040', '\061', + '\012', '\142', '\126', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\172', '\152', '\124', '\040', '\151', '\152', '\040', '\061', + '\012', '\142', '\166', '\130', '\040', '\166', '\141', '\040', '\061', + '\012', '\157', '\132', '\146', '\040', '\164', '\157', '\040', '\061', + '\012', '\153', '\143', '\125', '\040', '\153', '\157', '\040', '\061', + '\012', '\146', '\106', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\130', '\142', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\113', '\161', '\166', '\040', '\166', '\141', '\040', '\061', + '\012', '\122', '\167', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\144', '\166', '\112', '\040', '\166', '\141', '\040', '\061', + '\012', '\172', '\156', '\112', '\040', '\163', '\172', '\040', '\061', + '\012', '\161', '\161', '\126', '\040', '\161', '\165', '\040', '\061', + '\012', '\160', '\170', '\115', '\040', '\160', '\157', '\040', '\061', + '\012', '\145', '\102', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\155', '\112', '\170', '\040', '\155', '\145', '\040', '\061', + '\012', '\170', '\156', '\115', '\040', '\156', '\147', '\040', '\061', + '\012', '\141', '\103', '\161', '\040', '\166', '\141', '\040', '\061', + '\012', '\160', '\110', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\164', '\146', '\121', '\040', '\164', '\150', '\040', '\061', + '\012', '\167', '\161', '\156', '\040', '\161', '\165', '\040', '\061', + '\012', '\155', '\123', '\163', '\040', '\151', '\163', '\040', '\061', + '\012', '\163', '\102', '\167', '\040', '\163', '\164', '\040', '\061', + '\012', '\106', '\150', '\156', '\040', '\164', '\150', '\040', '\061', + '\012', '\172', '\116', '\142', '\040', '\163', '\172', '\040', '\061', + '\012', '\115', '\166', '\142', '\040', '\166', '\141', '\040', '\061', + '\012', '\142', '\126', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\161', '\110', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\161', '\114', '\166', '\040', '\161', '\165', '\040', '\061', + '\012', '\153', '\147', '\106', '\040', '\156', '\147', '\040', '\061', + '\012', '\166', '\170', '\127', '\040', '\166', '\141', '\040', '\061', + '\012', '\143', '\144', '\131', '\040', '\143', '\150', '\040', '\061', + '\012', '\130', '\162', '\172', '\040', '\163', '\172', '\040', '\061', + '\012', '\105', '\146', '\150', '\040', '\164', '\150', '\040', '\061', + '\012', '\154', '\161', '\111', '\040', '\161', '\165', '\040', '\061', + '\012', '\114', '\172', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\172', '\150', '\130', '\040', '\164', '\150', '\040', '\061', + '\012', '\147', '\150', '\132', '\040', '\164', '\150', '\040', '\061', + '\012', '\154', '\106', '\147', '\040', '\156', '\147', '\040', '\061', + '\012', '\166', '\126', '\143', '\040', '\166', '\141', '\040', '\061', + '\012', '\154', '\115', '\162', '\040', '\145', '\162', '\040', '\061', + '\012', '\124', '\161', '\152', '\040', '\161', '\165', '\040', '\061', + '\012', '\152', '\101', '\170', '\040', '\151', '\152', '\040', '\061', + '\012', '\151', '\115', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\116', '\154', '\166', 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'\040', '\061', + '\012', '\150', '\130', '\155', '\040', '\164', '\150', '\040', '\061', + '\012', '\113', '\163', '\146', '\040', '\163', '\164', '\040', '\061', + '\012', '\153', '\142', '\106', '\040', '\153', '\141', '\040', '\061', + '\012', '\167', '\102', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\151', '\131', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\163', '\147', '\110', '\040', '\156', '\147', '\040', '\061', + '\012', '\107', '\172', '\166', '\040', '\163', '\172', '\040', '\061', + '\012', '\171', '\166', '\105', '\040', '\166', '\141', '\040', '\061', + '\012', '\170', '\113', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\163', '\127', '\146', '\040', '\163', '\164', '\040', '\061', + '\012', '\172', '\102', '\143', '\040', '\143', '\150', '\040', '\061', + '\012', '\171', '\153', '\110', '\040', '\153', '\141', '\040', '\061', + '\012', '\166', '\152', '\110', '\040', '\151', '\152', '\040', '\061', + '\012', '\167', '\150', '\111', '\040', '\164', '\150', '\040', '\061', + '\012', '\166', '\120', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\132', '\150', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\151', '\112', '\170', '\040', '\151', '\156', '\040', '\061', + '\012', '\143', '\132', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\144', '\161', '\125', '\040', '\161', '\165', '\040', '\061', + '\012', '\150', '\115', '\144', '\040', '\164', '\150', '\040', '\061', + '\012', '\143', '\125', '\152', '\040', '\143', '\150', '\040', '\061', + '\012', '\166', '\115', '\147', '\040', '\156', '\147', '\040', '\061', + '\012', '\160', '\143', '\112', '\040', '\143', '\150', '\040', '\061', + '\012', '\102', '\143', '\155', '\040', '\143', '\150', '\040', '\061', + '\012', '\152', '\130', '\151', '\040', '\151', '\156', '\040', '\061', + '\012', '\170', '\157', '\111', '\040', '\157', '\156', '\040', '\061', + '\012', '\132', '\153', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\130', '\172', '\162', '\040', '\145', '\162', '\040', '\061', + '\012', '\171', '\172', '\115', '\040', '\163', '\172', '\040', '\061', + '\012', '\161', '\152', '\130', '\040', '\161', '\165', '\040', '\061', + '\012', '\155', '\116', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\150', '\160', '\130', '\040', '\164', '\150', '\040', '\061', + '\012', '\146', '\102', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\164', '\130', '\144', '\040', '\164', '\150', '\040', '\061', + '\012', '\130', '\153', '\151', '\040', '\151', '\156', '\040', '\061', + '\012', '\110', '\163', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\142', '\161', '\125', '\040', '\161', '\165', '\040', '\061', + '\012', '\163', '\147', '\106', '\040', '\156', '\147', '\040', '\061', + '\012', '\144', '\120', '\143', '\040', '\143', '\150', '\040', '\061', + '\012', '\112', '\170', '\151', '\040', '\151', '\156', '\040', '\061', + '\012', '\125', '\147', '\160', '\040', '\156', '\147', '\040', '\061', + '\012', '\122', '\170', '\151', '\040', '\151', '\156', '\040', '\061', + '\012', '\113', '\167', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\172', '\153', '\104', '\040', '\163', '\172', '\040', '\061', + '\012', '\122', '\161', '\154', '\040', '\161', '\165', '\040', '\061', + '\012', '\160', '\112', '\142', '\040', '\160', '\162', '\040', '\061', + '\012', '\146', '\143', '\126', '\040', '\143', '\150', '\040', '\061', + '\012', '\151', '\126', '\144', '\040', '\151', '\156', '\040', '\061', + '\012', '\142', '\102', '\160', '\040', '\142', '\145', '\040', '\061', + '\012', '\117', '\152', '\167', '\040', '\151', '\152', '\040', '\061', + '\012', '\166', '\132', '\154', '\040', '\154', '\145', '\040', '\061', + '\012', '\111', '\171', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\146', '\153', '\125', '\040', '\153', '\141', '\040', '\061', + '\012', '\113', '\143', '\161', '\040', '\143', '\150', '\040', '\061', + '\012', '\144', '\102', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\115', '\161', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\151', '\115', '\147', '\040', '\156', '\147', '\040', '\061', + '\012', '\127', '\167', '\163', '\040', '\163', '\164', '\040', '\061', + '\012', '\164', '\161', '\130', '\040', '\164', '\150', '\040', '\061', + '\012', '\170', '\150', '\104', '\040', '\164', '\150', '\040', '\061', + '\012', '\162', '\116', '\154', '\040', '\145', '\162', '\040', '\061', + '\012', '\160', '\127', '\144', '\040', '\144', '\145', '\040', '\061', + '\012', '\152', '\162', '\126', '\040', '\145', '\162', '\040', '\061', + '\012', '\102', '\155', '\152', '\040', '\151', '\152', '\040', '\061', + '\012', '\110', '\155', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\166', '\154', '\110', '\040', '\154', '\145', '\040', '\061', + '\012', '\115', '\170', '\142', '\040', '\142', '\145', '\040', '\061', + '\012', '\171', '\171', '\123', '\040', '\156', '\171', '\040', '\061', + '\012', '\161', '\166', '\127', '\040', '\161', '\165', '\040', '\061', + '\012', '\146', '\166', '\130', '\040', '\166', '\141', '\040', '\061', + '\012', '\126', '\146', '\145', '\040', '\145', '\162', '\040', '\061', + '\012', '\103', '\144', '\167', '\040', '\144', '\145', '\040', '\061', + '\012', '\113', '\147', '\145', '\040', '\156', '\147', '\040', '\061', + '\012', '\121', '\145', '\152', '\040', '\145', '\162', '\040', '\061', + '\012', '\162', '\166', '\132', '\040', '\145', '\162', '\040', '\061', + '\012', '\166', '\172', '\111', '\040', '\163', '\172', '\040', '\061', + '\012', '\144', '\104', '\156', '\040', '\141', '\156', '\040', '\061', + '\012', '\156', '\167', '\123', '\040', '\141', '\156', '\040', '\061', + '\012', '\121', '\143', '\142', '\040', '\143', '\150', '\040', '\061', + '\012', '\167', '\153', '\126', '\040', '\153', '\141', '\040', '\061', + '\012', '\165', '\103', '\170', '\040', '\161', '\165', '\040', '\061', + '\012', '\111', '\147', '\153', '\040', '\156', '\147', '\040', '\061', + '\012', '\126', '\160', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\150', '\102', '\155', '\040', '\164', '\150', '\040', '\061', + '\012', '\160', '\144', '\121', '\040', '\144', '\145', '\040', '\061', + '\012', '\146', '\147', '\121', '\040', '\156', '\147', '\040', '\061', + '\012', '\171', '\121', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\147', '\170', '\110', '\040', '\156', '\147', '\040', '\061', + '\012', '\160', '\161', '\113', '\040', '\161', '\165', '\040', '\061', + '\012', '\154', '\122', '\143', '\040', '\143', '\150', '\040', '\061', + '\012', '\130', '\144', '\166', '\040', '\144', '\145', '\040', '\061', + '\012', '\150', '\104', '\172', '\040', '\164', '\150', '\040', '\061', + '\012', '\144', '\106', '\167', '\040', '\144', '\145', '\040', '\061', + '\012', '\161', '\121', '\165', '\040', '\165', '\156', '\040', '\061', + '\012', '\170', '\142', '\104', '\040', '\142', '\145', '\040', '\061', + '\012', '\161', '\155', '\105', '\040', '\161', '\165', '\040', '\061', + '\012', '\155', '\127', '\155', '\040', '\155', '\145', '\040', '\061', + '\012', '\152', '\102', '\142', '\040', '\151', '\152', '\040', '\061', + '\012', '\152', '\130', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\146', '\170', '\125', '\040', '\146', '\157', '\040', '\061', + '\012', '\130', '\167', '\143', '\040', '\143', '\150', '\040', '\061', + '\012', '\114', '\161', '\146', '\040', '\161', '\165', '\040', '\061', + '\012', '\150', '\143', '\120', '\040', '\164', '\150', '\040', '\061', + '\012', '\160', '\146', '\102', '\040', '\160', '\162', '\040', '\061', + '\012', '\166', '\123', '\147', '\040', '\156', '\147', '\040', '\061', + '\012', '\170', '\112', '\167', '\040', '\167', '\141', '\040', '\061', + '\012', '\155', '\122', '\146', '\040', '\155', '\145', '\040', '\061', + '\012', '\150', '\161', '\127', '\040', '\164', '\150', '\040', '\061', + '\012', '\156', '\126', '\142', '\040', '\141', '\156', '\040', '\061', + '\012', '\143', '\105', '\165', '\040', '\143', '\150', '\040', '\061', + '\012', '\156', '\146', '\116', '\040', '\141', '\156', '\040', '\061', + '\012', '\156', '\126', '\152', '\040', '\141', '\156', '\040', '\061', + '\012', '\122', '\167', '\153', '\040', '\153', '\141', '\040', '\061', + '\012', '\156', '\155', '\107', '\040', '\141', '\156', '\040', '\061', + '\012', '\157', '\104', '\164', '\040', '\164', '\150', '\040', '\061', + '\012', '\153', '\120', '\142', '\040', '\153', '\141', '\040', '\061', + '\012', '\147', '\161', '\127', '\040', '\161', '\165', '\040', '\061', + '\012', '\121', '\150', '\146', '\040', '\164', '\150', '\040', '\061', + '\012', '\161', '\132', '\154', '\040', '\161', '\165', '\040', '\061', + '\012', '\172', '\110', '\161', '\040', '\161', '\165', '\040', '\061', + '\012', '\151', '\130', '\154', '\040', '\151', '\156', '\040', '\061', + '\012', +}; + +extern const int ksizeofUniversalAmbigsFile = sizeof(kUniversalAmbigsFile); + +} // namespace tesseract diff --git a/3rdparty/hgOCR/include/ccutil/universalambigs.h b/3rdparty/hgOCR/include/ccutil/universalambigs.h new file mode 100644 index 00000000..bcc633e8 --- /dev/null +++ b/3rdparty/hgOCR/include/ccutil/universalambigs.h @@ -0,0 +1,26 @@ +/////////////////////////////////////////////////////////////////////// +// File: universalambigs.h +// Description: Data for a universal ambigs file that is useful for +// any language. +// Author: Ray Smith +// Created: Mon Mar 18 11:26:00 PDT 2013 +// +// (C) Copyright 2013, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +/////////////////////////////////////////////////////////////////////// + +namespace tesseract { + +extern const char kUniversalAmbigsFile[]; +extern const int ksizeofUniversalAmbigsFile; + +} // namespace tesseract diff --git a/3rdparty/hgOCR/leptonica/adaptmap.c b/3rdparty/hgOCR/leptonica/adaptmap.c new file mode 100644 index 00000000..9a782fd5 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/adaptmap.c @@ -0,0 +1,2947 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file adaptmap.c + * 
+ *
+ *  -------------------------------------------------------------------
+ *
+ *  Image binarization algorithms are found in:
+ *     grayquant.c:   standard, simple, general grayscale quantization
+ *     adaptmap.c:    local adaptive; mostly gray-to-gray in preparation
+ *                    for binarization
+ *     binarize.c:    special binarization methods, locally adaptive.
+ *
+ *  -------------------------------------------------------------------
+ *
+ *      Clean background to white using background normalization
+ *          PIX       *pixCleanBackgroundToWhite()
+ *
+ *      Adaptive background normalization (top-level functions)
+ *          PIX       *pixBackgroundNormSimple()     8 and 32 bpp
+ *          PIX       *pixBackgroundNorm()           8 and 32 bpp
+ *          PIX       *pixBackgroundNormMorph()      8 and 32 bpp
+ *
+ *      Arrays of inverted background values for normalization (16 bpp)
+ *          l_int32    pixBackgroundNormGrayArray()   8 bpp input
+ *          l_int32    pixBackgroundNormRGBArrays()   32 bpp input
+ *          l_int32    pixBackgroundNormGrayArrayMorph()   8 bpp input
+ *          l_int32    pixBackgroundNormRGBArraysMorph()   32 bpp input
+ *
+ *      Measurement of local background
+ *          l_int32    pixGetBackgroundGrayMap()        8 bpp
+ *          l_int32    pixGetBackgroundRGBMap()         32 bpp
+ *          l_int32    pixGetBackgroundGrayMapMorph()   8 bpp
+ *          l_int32    pixGetBackgroundRGBMapMorph()    32 bpp
+ *          l_int32    pixFillMapHoles()
+ *          PIX       *pixExtendByReplication()         8 bpp
+ *          l_int32    pixSmoothConnectedRegions()      8 bpp
+ *
+ *      Measurement of local foreground
+ *          l_int32    pixGetForegroundGrayMap()        8 bpp
+ *
+ *      Generate inverted background map for each component
+ *          PIX       *pixGetInvBackgroundMap()   16 bpp
+ *
+ *      Apply inverse background map to image
+ *          PIX       *pixApplyInvBackgroundGrayMap()   8 bpp
+ *          PIX       *pixApplyInvBackgroundRGBMap()    32 bpp
+ *
+ *      Apply variable map
+ *          PIX       *pixApplyVariableGrayMap()        8 bpp
+ *
+ *      Non-adaptive (global) mapping
+ *          PIX       *pixGlobalNormRGB()               32 bpp or cmapped
+ *          PIX       *pixGlobalNormNoSatRGB()          32 bpp
+ *
+ *      Adaptive threshold spread normalization
+ *          l_int32    pixThresholdSpreadNorm()         8 bpp
+ *
+ *      Adaptive background normalization (flexible adaptaption)
+ *          PIX       *pixBackgroundNormFlex()          8 bpp
+ *
+ *      Adaptive contrast normalization
+ *          PIX             *pixContrastNorm()          8 bpp
+ *          l_int32          pixMinMaxTiles()
+ *          l_int32          pixSetLowContrast()
+ *          PIX             *pixLinearTRCTiled()
+ *          static l_int32  *iaaGetLinearTRC()
+ *
+ *  Background normalization is done by generating a reduced map (or set
+ *  of maps) representing the estimated background value of the
+ *  input image, and using this to shift the pixel values so that
+ *  this background value is set to some constant value.
+ *
+ *  Specifically, normalization has 3 steps:
+ *    (1) Generate a background map at a reduced scale.
+ *    (2) Make the array of inverted background values by inverting
+ *        the map.  The result is an array of local multiplicative factors.
+ *    (3) Apply this inverse background map to the image
+ *
+ *  The inverse background arrays can be generated in two different ways here:
+ *    (1) Remove the 'foreground' pixels and average over the remaining
+ *        pixels in each tile.  Propagate values into tiles where
+ *        values have not been assigned, either because there was not
+ *        enough background in the tile or because the tile is covered
+ *        by a foreground region described by an image mask.
+ *        After the background map is made, the inverse map is generated by
+ *        smoothing over some number of adjacent tiles
+ *        (block convolution) and then inverting.
+ *    (2) Remove the foreground pixels using a morphological closing
+ *        on a subsampled version of the image.  Propagate values
+ *        into pixels covered by an optional image mask.  Invert the
+ *        background map without preconditioning by convolutional smoothing.
+ *
+ *  Other methods for adaptively normalizing the image are also given here.
+ *
+ *  (1) pixThresholdSpreadNorm() computes a local threshold over the image
+ *      and normalizes the input pixel values so that this computed threshold
+ *      is a constant across the entire image.
+ *
+ *  (2) pixContrastNorm() computes and applies a local TRC so that the
+ *      local dynamic range is expanded to the full 8 bits, where the
+ *      darkest pixels are mapped to 0 and the lightest to 255.  This is
+ *      useful for improving the appearance of pages with very light
+ *      foreground or very dark background, and where the local TRC
+ *      function doesn't change rapidly with position.
+ *
+ */ + +#include "allheaders.h" + + /* Default input parameters for pixBackgroundNormSimple() + * Notes: + * (1) mincount must never exceed the tile area (width * height) + * (2) bgval must be sufficiently below 255 to avoid accidental + * saturation; otherwise it should be large to avoid + * shrinking the dynamic range + * (3) results should otherwise not be sensitive to these values + */ +static const l_int32 DefaultTileWidth = 10; /*!< default tile width */ +static const l_int32 DefaultTileHeight = 15; /*!< default tile height */ +static const l_int32 DefaultFgThreshold = 60; /*!< default fg threshold */ +static const l_int32 DefaultMinCount = 40; /*!< default minimum count */ +static const l_int32 DefaultBgVal = 200; /*!< default bg value */ +static const l_int32 DefaultXSmoothSize = 2; /*!< default x smooth size */ +static const l_int32 DefaultYSmoothSize = 1; /*!< default y smooth size */ + +static l_int32 *iaaGetLinearTRC(l_int32 **iaa, l_int32 diff); + +#ifndef NO_CONSOLE_IO +#define DEBUG_GLOBAL 0 /*!< set to 1 to debug pixGlobalNormNoSatRGB() */ +#endif /* ~NO_CONSOLE_IO */ + + +/*------------------------------------------------------------------* + * Clean background to white using background normalization * + *------------------------------------------------------------------*/ +/*! + * \brief pixCleanBackgroundToWhite() + * + * \param[in] pixs 8 bpp grayscale or 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] pixg [optional] 8 bpp grayscale version; can be null + * \param[in] gamma gamma correction; must be > 0.0; typically ~1.0 + * \param[in] blackval dark value to set to black (0) + * \param[in] whiteval light value to set to white (255) + * \return pixd 8 bpp or 32 bpp rgb, or NULL on error + * + * 
+ * Notes:
+ *    (1) This is a simplified interface for cleaning an image.
+ *        For comparison, see pixAdaptThresholdToBinaryGen().
+ *    (2) The suggested default values for the input parameters are:
+ *          gamma:    1.0  (reduce this to increase the contrast; e.g.,
+ *                          for light text)
+ *          blackval   70  (a bit more than 60)
+ *          whiteval  190  (a bit less than 200)
+ *
+ */ +PIX * +pixCleanBackgroundToWhite(PIX *pixs, + PIX *pixim, + PIX *pixg, + l_float32 gamma, + l_int32 blackval, + l_int32 whiteval) +{ +l_int32 d; +PIX *pixd; + + PROCNAME("pixCleanBackgroundToWhite"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("depth not 8 or 32", procName, NULL); + + pixd = pixBackgroundNormSimple(pixs, pixim, pixg); + if (!pixd) + return (PIX *)ERROR_PTR("background norm failedd", procName, NULL); + pixGammaTRC(pixd, pixd, gamma, blackval, whiteval); + return pixd; +} + + +/*------------------------------------------------------------------* + * Adaptive background normalization * + *------------------------------------------------------------------*/ +/*! + * \brief pixBackgroundNormSimple() + * + * \param[in] pixs 8 bpp grayscale or 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] pixg [optional] 8 bpp grayscale version; can be null + * \return pixd 8 bpp or 32 bpp rgb, or NULL on error + * + * 
+ * Notes:
+ *    (1) This is a simplified interface to pixBackgroundNorm(),
+ *        where seven parameters are defaulted.
+ *    (2) The input image is either grayscale or rgb.
+ *    (3) See pixBackgroundNorm() for usage and function.
+ *
+ */ +PIX * +pixBackgroundNormSimple(PIX *pixs, + PIX *pixim, + PIX *pixg) +{ + return pixBackgroundNorm(pixs, pixim, pixg, + DefaultTileWidth, DefaultTileHeight, + DefaultFgThreshold, DefaultMinCount, + DefaultBgVal, DefaultXSmoothSize, + DefaultYSmoothSize); +} + + +/*! + * \brief pixBackgroundNorm() + * + * \param[in] pixs 8 bpp grayscale or 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] pixg [optional] 8 bpp grayscale version; can be null + * \param[in] sx, sy tile size in pixels + * \param[in] thresh threshold for determining foreground + * \param[in] mincount min threshold on counts in a tile + * \param[in] bgval target bg val; typ. > 128 + * \param[in] smoothx half-width of block convolution kernel width + * \param[in] smoothy half-width of block convolution kernel height + * \return pixd 8 bpp or 32 bpp rgb, or NULL on error + * + * 
+ * Notes:
+ *    (1) This is a top-level interface for normalizing the image intensity
+ *        by mapping the image so that the background is near the input
+ *        value 'bgval'.
+ *    (2) The input image is either grayscale or rgb.
+ *    (3) For each component in the input image, the background value
+ *        in each tile is estimated using the values in the tile that
+ *        are not part of the foreground, where the foreground is
+ *        determined by the input 'thresh' argument.
+ *    (4) An optional binary mask can be specified, with the foreground
+ *        pixels typically over image regions.  The resulting background
+ *        map values will be determined by surrounding pixels that are
+ *        not under the mask foreground.  The origin (0,0) of this mask
+ *        is assumed to be aligned with the origin of the input image.
+ *        This binary mask must not fully cover pixs, because then there
+ *        will be no pixels in the input image available to compute
+ *        the background.
+ *    (5) An optional grayscale version of the input pixs can be supplied.
+ *        The only reason to do this is if the input is RGB and this
+ *        grayscale version can be used elsewhere.  If the input is RGB
+ *        and this is not supplied, it is made internally using only
+ *        the green component, and destroyed after use.
+ *    (6) The dimensions of the pixel tile (sx, sy) give the amount by
+ *        by which the map is reduced in size from the input image.
+ *    (7) The threshold is used to binarize the input image, in order to
+ *        locate the foreground components.  If this is set too low,
+ *        some actual foreground may be used to determine the maps;
+ *        if set too high, there may not be enough background
+ *        to determine the map values accurately.  Typically, it's
+ *        better to err by setting the threshold too high.
+ *    (8) A 'mincount' threshold is a minimum count of pixels in a
+ *        tile for which a background reading is made, in order for that
+ *        pixel in the map to be valid.  This number should perhaps be
+ *        at least 1/3 the size of the tile.
+ *    (9) A 'bgval' target background value for the normalized image.  This
+ *        should be at least 128.  If set too close to 255, some
+ *        clipping will occur in the result.
+ *    (10) Two factors, 'smoothx' and 'smoothy', are input for smoothing
+ *        the map.  Each low-pass filter kernel dimension is
+ *        is 2 * (smoothing factor) + 1, so a
+ *        value of 0 means no smoothing. A value of 1 or 2 is recommended.
+ *
+ */ +PIX * +pixBackgroundNorm(PIX *pixs, + PIX *pixim, + PIX *pixg, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + l_int32 mincount, + l_int32 bgval, + l_int32 smoothx, + l_int32 smoothy) +{ +l_int32 d, allfg; +PIX *pixm, *pixmi, *pixd; +PIX *pixmr, *pixmg, *pixmb, *pixmri, *pixmgi, *pixmbi; + + PROCNAME("pixBackgroundNorm"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + if (sx < 4 || sy < 4) + return (PIX *)ERROR_PTR("sx and sy must be >= 4", procName, NULL); + if (mincount > sx * sy) { + L_WARNING("mincount too large for tile size\n", procName); + mincount = (sx * sy) / 3; + } + + /* If pixim exists, verify that it is not all foreground. */ + if (pixim) { + pixInvert(pixim, pixim); + pixZero(pixim, &allfg); + pixInvert(pixim, pixim); + if (allfg) + return (PIX *)ERROR_PTR("pixim all foreground", procName, NULL); + } + + pixd = NULL; + if (d == 8) { + pixm = NULL; + pixGetBackgroundGrayMap(pixs, pixim, sx, sy, thresh, mincount, &pixm); + if (!pixm) { + L_WARNING("map not made; return a copy of the source\n", procName); + return pixCopy(NULL, pixs); + } + + pixmi = pixGetInvBackgroundMap(pixm, bgval, smoothx, smoothy); + if (!pixmi) { + L_WARNING("pixmi not made; return a copy of source\n", procName); + pixDestroy(&pixm); + return pixCopy(NULL, pixs); + } else { + pixd = pixApplyInvBackgroundGrayMap(pixs, pixmi, sx, sy); + } + + pixDestroy(&pixm); + pixDestroy(&pixmi); + } + else { + pixmr = pixmg = pixmb = NULL; + pixGetBackgroundRGBMap(pixs, pixim, pixg, sx, sy, thresh, + mincount, &pixmr, &pixmg, &pixmb); + if (!pixmr || !pixmg || !pixmb) { + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + L_WARNING("map not made; return a copy of the source\n", procName); + return pixCopy(NULL, pixs); + } + + pixmri = pixGetInvBackgroundMap(pixmr, bgval, smoothx, smoothy); + pixmgi = pixGetInvBackgroundMap(pixmg, bgval, smoothx, smoothy); + pixmbi = pixGetInvBackgroundMap(pixmb, bgval, smoothx, smoothy); + if (!pixmri || !pixmgi || !pixmbi) { + L_WARNING("not all pixm*i are made; return src copy\n", procName); + pixd = pixCopy(NULL, pixs); + } else { + pixd = pixApplyInvBackgroundRGBMap(pixs, pixmri, pixmgi, pixmbi, + sx, sy); + } + + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + pixDestroy(&pixmri); + pixDestroy(&pixmgi); + pixDestroy(&pixmbi); + } + + if (!pixd) + ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + return pixd; +} + + +/*! + * \brief pixBackgroundNormMorph() + * + * \param[in] pixs 8 bpp grayscale or 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] reduction at which morph closings are done; between 2 and 16 + * \param[in] size of square Sel for the closing; use an odd number + * \param[in] bgval target bg val; typ. > 128 + * \return pixd 8 bpp, or NULL on error + * + * 
+ * Notes:
+ *    (1) This is a top-level interface for normalizing the image intensity
+ *        by mapping the image so that the background is near the input
+ *        value 'bgval'.
+ *    (2) The input image is either grayscale or rgb.
+ *    (3) For each component in the input image, the background value
+ *        is estimated using a grayscale closing; hence the 'Morph'
+ *        in the function name.
+ *    (4) An optional binary mask can be specified, with the foreground
+ *        pixels typically over image regions.  The resulting background
+ *        map values will be determined by surrounding pixels that are
+ *        not under the mask foreground.  The origin (0,0) of this mask
+ *        is assumed to be aligned with the origin of the input image.
+ *        This binary mask must not fully cover pixs, because then there
+ *        will be no pixels in the input image available to compute
+ *        the background.
+ *    (5) The map is computed at reduced size (given by 'reduction')
+ *        from the input pixs and optional pixim.  At this scale,
+ *        pixs is closed to remove the background, using a square Sel
+ *        of odd dimension.  The product of reduction * size should be
+ *        large enough to remove most of the text foreground.
+ *    (6) No convolutional smoothing needs to be done on the map before
+ *        inverting it.
+ *    (7) A 'bgval' target background value for the normalized image.  This
+ *        should be at least 128.  If set too close to 255, some
+ *        clipping will occur in the result.
+ *
+ */ +PIX * +pixBackgroundNormMorph(PIX *pixs, + PIX *pixim, + l_int32 reduction, + l_int32 size, + l_int32 bgval) +{ +l_int32 d, allfg; +PIX *pixm, *pixmi, *pixd; +PIX *pixmr, *pixmg, *pixmb, *pixmri, *pixmgi, *pixmbi; + + PROCNAME("pixBackgroundNormMorph"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + if (reduction < 2 || reduction > 16) + return (PIX *)ERROR_PTR("reduction must be between 2 and 16", + procName, NULL); + + /* If pixim exists, verify that it is not all foreground. */ + if (pixim) { + pixInvert(pixim, pixim); + pixZero(pixim, &allfg); + pixInvert(pixim, pixim); + if (allfg) + return (PIX *)ERROR_PTR("pixim all foreground", procName, NULL); + } + + pixd = NULL; + if (d == 8) { + pixGetBackgroundGrayMapMorph(pixs, pixim, reduction, size, &pixm); + if (!pixm) + return (PIX *)ERROR_PTR("pixm not made", procName, NULL); + pixmi = pixGetInvBackgroundMap(pixm, bgval, 0, 0); + if (!pixmi) + ERROR_PTR("pixmi not made", procName, NULL); + else + pixd = pixApplyInvBackgroundGrayMap(pixs, pixmi, + reduction, reduction); + pixDestroy(&pixm); + pixDestroy(&pixmi); + } + else { /* d == 32 */ + pixmr = pixmg = pixmb = NULL; + pixGetBackgroundRGBMapMorph(pixs, pixim, reduction, size, + &pixmr, &pixmg, &pixmb); + if (!pixmr || !pixmg || !pixmb) { + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + return (PIX *)ERROR_PTR("not all pixm*", procName, NULL); + } + + pixmri = pixGetInvBackgroundMap(pixmr, bgval, 0, 0); + pixmgi = pixGetInvBackgroundMap(pixmg, bgval, 0, 0); + pixmbi = pixGetInvBackgroundMap(pixmb, bgval, 0, 0); + if (!pixmri || !pixmgi || !pixmbi) + ERROR_PTR("not all pixm*i are made", procName, NULL); + else + pixd = pixApplyInvBackgroundRGBMap(pixs, pixmri, pixmgi, pixmbi, + reduction, reduction); + + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + pixDestroy(&pixmri); + pixDestroy(&pixmgi); + pixDestroy(&pixmbi); + } + + if (!pixd) + ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + return pixd; +} + + +/*-------------------------------------------------------------------------* + * Arrays of inverted background values for normalization * + *-------------------------------------------------------------------------* + * Notes for these four functions: * + * (1) They are useful if you need to save the actual mapping array. * + * (2) They could be used in the top-level functions but are * + * not because their use makes those functions less clear. * + * (3) Each component in the input pixs generates a 16 bpp pix array. * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixBackgroundNormGrayArray() + * + * \param[in] pixs 8 bpp grayscale + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] sx, sy tile size in pixels + * \param[in] thresh threshold for determining foreground + * \param[in] mincount min threshold on counts in a tile + * \param[in] bgval target bg val; typ. > 128 + * \param[in] smoothx half-width of block convolution kernel width + * \param[in] smoothy half-width of block convolution kernel height + * \param[out] ppixd 16 bpp array of inverted background value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *    (1) See notes in pixBackgroundNorm().
+ *    (2) This returns a 16 bpp pix that can be used by
+ *        pixApplyInvBackgroundGrayMap() to generate a normalized version
+ *        of the input pixs.
+ *
+ */ +l_ok +pixBackgroundNormGrayArray(PIX *pixs, + PIX *pixim, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + l_int32 mincount, + l_int32 bgval, + l_int32 smoothx, + l_int32 smoothy, + PIX **ppixd) +{ +l_int32 allfg; +PIX *pixm; + + PROCNAME("pixBackgroundNormGrayArray"); + + if (!ppixd) + return ERROR_INT("&pixd not defined", procName, 1); + *ppixd = NULL; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is colormapped", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + if (sx < 4 || sy < 4) + return ERROR_INT("sx and sy must be >= 4", procName, 1); + if (mincount > sx * sy) { + L_WARNING("mincount too large for tile size\n", procName); + mincount = (sx * sy) / 3; + } + + /* If pixim exists, verify that it is not all foreground. */ + if (pixim) { + pixInvert(pixim, pixim); + pixZero(pixim, &allfg); + pixInvert(pixim, pixim); + if (allfg) + return ERROR_INT("pixim all foreground", procName, 1); + } + + pixGetBackgroundGrayMap(pixs, pixim, sx, sy, thresh, mincount, &pixm); + if (!pixm) + return ERROR_INT("pixm not made", procName, 1); + *ppixd = pixGetInvBackgroundMap(pixm, bgval, smoothx, smoothy); + pixCopyResolution(*ppixd, pixs); + pixDestroy(&pixm); + return 0; +} + + +/*! + * \brief pixBackgroundNormRGBArrays() + * + * \param[in] pixs 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] pixg [optional] 8 bpp grayscale version; can be null + * \param[in] sx, sy tile size in pixels + * \param[in] thresh threshold for determining foreground + * \param[in] mincount min threshold on counts in a tile + * \param[in] bgval target bg val; typ. > 128 + * \param[in] smoothx half-width of block convolution kernel width + * \param[in] smoothy half-width of block convolution kernel height + * \param[out] ppixr 16 bpp array of inverted R background value + * \param[out] ppixg 16 bpp array of inverted G background value + * \param[out] ppixb 16 bpp array of inverted B background value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *    (1) See notes in pixBackgroundNorm().
+ *    (2) This returns a set of three 16 bpp pix that can be used by
+ *        pixApplyInvBackgroundGrayMap() to generate a normalized version
+ *        of each component of the input pixs.
+ *
+ */ +l_ok +pixBackgroundNormRGBArrays(PIX *pixs, + PIX *pixim, + PIX *pixg, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + l_int32 mincount, + l_int32 bgval, + l_int32 smoothx, + l_int32 smoothy, + PIX **ppixr, + PIX **ppixg, + PIX **ppixb) +{ +l_int32 allfg; +PIX *pixmr, *pixmg, *pixmb; + + PROCNAME("pixBackgroundNormRGBArrays"); + + if (!ppixr || !ppixg || !ppixb) + return ERROR_INT("&pixr, &pixg, &pixb not all defined", procName, 1); + *ppixr = *ppixg = *ppixb = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not 32 bpp", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + if (sx < 4 || sy < 4) + return ERROR_INT("sx and sy must be >= 4", procName, 1); + if (mincount > sx * sy) { + L_WARNING("mincount too large for tile size\n", procName); + mincount = (sx * sy) / 3; + } + + /* If pixim exists, verify that it is not all foreground. */ + if (pixim) { + pixInvert(pixim, pixim); + pixZero(pixim, &allfg); + pixInvert(pixim, pixim); + if (allfg) + return ERROR_INT("pixim all foreground", procName, 1); + } + + pixGetBackgroundRGBMap(pixs, pixim, pixg, sx, sy, thresh, mincount, + &pixmr, &pixmg, &pixmb); + if (!pixmr || !pixmg || !pixmb) { + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + return ERROR_INT("not all pixm* made", procName, 1); + } + + *ppixr = pixGetInvBackgroundMap(pixmr, bgval, smoothx, smoothy); + *ppixg = pixGetInvBackgroundMap(pixmg, bgval, smoothx, smoothy); + *ppixb = pixGetInvBackgroundMap(pixmb, bgval, smoothx, smoothy); + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + return 0; +} + + +/*! + * \brief pixBackgroundNormGrayArrayMorph() + * + * \param[in] pixs 8 bpp grayscale + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] reduction at which morph closings are done; between 2 and 16 + * \param[in] size of square Sel for the closing; use an odd number + * \param[in] bgval target bg val; typ. > 128 + * \param[out] ppixd 16 bpp array of inverted background value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *    (1) See notes in pixBackgroundNormMorph().
+ *    (2) This returns a 16 bpp pix that can be used by
+ *        pixApplyInvBackgroundGrayMap() to generate a normalized version
+ *        of the input pixs.
+ *
+ */ +l_ok +pixBackgroundNormGrayArrayMorph(PIX *pixs, + PIX *pixim, + l_int32 reduction, + l_int32 size, + l_int32 bgval, + PIX **ppixd) +{ +l_int32 allfg; +PIX *pixm; + + PROCNAME("pixBackgroundNormGrayArrayMorph"); + + if (!ppixd) + return ERROR_INT("&pixd not defined", procName, 1); + *ppixd = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not 8 bpp", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + if (reduction < 2 || reduction > 16) + return ERROR_INT("reduction must be between 2 and 16", procName, 1); + + /* If pixim exists, verify that it is not all foreground. */ + if (pixim) { + pixInvert(pixim, pixim); + pixZero(pixim, &allfg); + pixInvert(pixim, pixim); + if (allfg) + return ERROR_INT("pixim all foreground", procName, 1); + } + + pixGetBackgroundGrayMapMorph(pixs, pixim, reduction, size, &pixm); + if (!pixm) + return ERROR_INT("pixm not made", procName, 1); + *ppixd = pixGetInvBackgroundMap(pixm, bgval, 0, 0); + pixCopyResolution(*ppixd, pixs); + pixDestroy(&pixm); + return 0; +} + + +/*! + * \brief pixBackgroundNormRGBArraysMorph() + * + * \param[in] pixs 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] reduction at which morph closings are done; between 2 and 16 + * \param[in] size of square Sel for the closing; use an odd number + * \param[in] bgval target bg val; typ. > 128 + * \param[out] ppixr 16 bpp array of inverted R background value + * \param[out] ppixg 16 bpp array of inverted G background value + * \param[out] ppixb 16 bpp array of inverted B background value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *    (1) See notes in pixBackgroundNormMorph().
+ *    (2) This returns a set of three 16 bpp pix that can be used by
+ *        pixApplyInvBackgroundGrayMap() to generate a normalized version
+ *        of each component of the input pixs.
+ *
+ */ +l_ok +pixBackgroundNormRGBArraysMorph(PIX *pixs, + PIX *pixim, + l_int32 reduction, + l_int32 size, + l_int32 bgval, + PIX **ppixr, + PIX **ppixg, + PIX **ppixb) +{ +l_int32 allfg; +PIX *pixmr, *pixmg, *pixmb; + + PROCNAME("pixBackgroundNormRGBArraysMorph"); + + if (!ppixr || !ppixg || !ppixb) + return ERROR_INT("&pixr, &pixg, &pixb not all defined", procName, 1); + *ppixr = *ppixg = *ppixb = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not 32 bpp", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + if (reduction < 2 || reduction > 16) + return ERROR_INT("reduction must be between 2 and 16", procName, 1); + + /* If pixim exists, verify that it is not all foreground. */ + if (pixim) { + pixInvert(pixim, pixim); + pixZero(pixim, &allfg); + pixInvert(pixim, pixim); + if (allfg) + return ERROR_INT("pixim all foreground", procName, 1); + } + + pixGetBackgroundRGBMapMorph(pixs, pixim, reduction, size, + &pixmr, &pixmg, &pixmb); + if (!pixmr || !pixmg || !pixmb) { + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + return ERROR_INT("not all pixm* made", procName, 1); + } + + *ppixr = pixGetInvBackgroundMap(pixmr, bgval, 0, 0); + *ppixg = pixGetInvBackgroundMap(pixmg, bgval, 0, 0); + *ppixb = pixGetInvBackgroundMap(pixmb, bgval, 0, 0); + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + return 0; +} + + +/*------------------------------------------------------------------* + * Measurement of local background * + *------------------------------------------------------------------*/ +/*! + * \brief pixGetBackgroundGrayMap() + * + * \param[in] pixs 8 bpp grayscale; not cmapped + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null; + * it should not have only foreground pixels + * \param[in] sx, sy tile size in pixels + * \param[in] thresh threshold for determining foreground + * \param[in] mincount min threshold on counts in a tile + * \param[out] ppixd 8 bpp grayscale map + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The background is measured in regions that don't have
+ *          images.  It is then propagated into the image regions,
+ *          and finally smoothed in each image region.
+ *
+ */ +l_ok +pixGetBackgroundGrayMap(PIX *pixs, + PIX *pixim, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + l_int32 mincount, + PIX **ppixd) +{ +l_int32 w, h, wd, hd, wim, him, wpls, wplim, wpld, wplf; +l_int32 xim, yim, delx, nx, ny, i, j, k, m; +l_int32 count, sum, val8; +l_int32 empty, fgpixels; +l_uint32 *datas, *dataim, *datad, *dataf, *lines, *lineim, *lined, *linef; +l_float32 scalex, scaley; +PIX *pixd, *piximi, *pixb, *pixf, *pixims; + + PROCNAME("pixGetBackgroundGrayMap"); + + if (!ppixd) + return ERROR_INT("&pixd not defined", procName, 1); + *ppixd = NULL; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is colormapped", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + if (sx < 4 || sy < 4) + return ERROR_INT("sx and sy must be >= 4", procName, 1); + if (mincount > sx * sy) { + L_WARNING("mincount too large for tile size\n", procName); + mincount = (sx * sy) / 3; + } + + /* Evaluate the 'image' mask, pixim, and make sure + * it is not all fg. */ + fgpixels = 0; /* boolean for existence of fg pixels in the image mask. */ + if (pixim) { + piximi = pixInvert(NULL, pixim); /* set non-'image' pixels to 1 */ + pixZero(piximi, &empty); + pixDestroy(&piximi); + if (empty) + return ERROR_INT("pixim all fg; no background", procName, 1); + pixZero(pixim, &empty); + if (!empty) /* there are fg pixels in pixim */ + fgpixels = 1; + } + + /* Generate the foreground mask, pixf, which is at + * full resolution. These pixels will be ignored when + * computing the background values. */ + pixb = pixThresholdToBinary(pixs, thresh); + pixf = pixMorphSequence(pixb, "d7.1 + d1.7", 0); + pixDestroy(&pixb); + + + /* ------------- Set up the output map pixd --------------- */ + /* Generate pixd, which is reduced by the factors (sx, sy). */ + w = pixGetWidth(pixs); + h = pixGetHeight(pixs); + wd = (w + sx - 1) / sx; + hd = (h + sy - 1) / sy; + pixd = pixCreate(wd, hd, 8); + + /* Note: we only compute map values in tiles that are complete. + * In general, tiles at right and bottom edges will not be + * complete, and we must fill them in later. */ + nx = w / sx; + ny = h / sy; + wpls = pixGetWpl(pixs); + datas = pixGetData(pixs); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + wplf = pixGetWpl(pixf); + dataf = pixGetData(pixf); + for (i = 0; i < ny; i++) { + lines = datas + sy * i * wpls; + linef = dataf + sy * i * wplf; + lined = datad + i * wpld; + for (j = 0; j < nx; j++) { + delx = j * sx; + sum = 0; + count = 0; + for (k = 0; k < sy; k++) { + for (m = 0; m < sx; m++) { + if (GET_DATA_BIT(linef + k * wplf, delx + m) == 0) { + sum += GET_DATA_BYTE(lines + k * wpls, delx + m); + count++; + } + } + } + if (count >= mincount) { + val8 = sum / count; + SET_DATA_BYTE(lined, j, val8); + } + } + } + pixDestroy(&pixf); + + /* If there is an optional mask with fg pixels, erase the previous + * calculation for the corresponding map pixels, setting the + * map values to 0. Then, when all the map holes are filled, + * these erased pixels will be set by the surrounding map values. + * + * The calculation here is relatively efficient: for each pixel + * in pixd (which corresponds to a tile of mask pixels in pixim) + * we look only at the pixel in pixim that is at the center + * of the tile. If the mask pixel is ON, we reset the map + * pixel in pixd to 0, so that it can later be filled in. */ + pixims = NULL; + if (pixim && fgpixels) { + wim = pixGetWidth(pixim); + him = pixGetHeight(pixim); + dataim = pixGetData(pixim); + wplim = pixGetWpl(pixim); + for (i = 0; i < ny; i++) { + yim = i * sy + sy / 2; + if (yim >= him) + break; + lineim = dataim + yim * wplim; + for (j = 0; j < nx; j++) { + xim = j * sx + sx / 2; + if (xim >= wim) + break; + if (GET_DATA_BIT(lineim, xim)) + pixSetPixel(pixd, j, i, 0); + } + } + } + + /* Fill all the holes in the map. */ + if (pixFillMapHoles(pixd, nx, ny, L_FILL_BLACK)) { + pixDestroy(&pixd); + L_WARNING("can't make the map\n", procName); + return 1; + } + + /* Finally, for each connected region corresponding to the + * 'image' mask, reset all pixels to their average value. + * Each of these components represents an image (or part of one) + * in the input, and this smooths the background values + * in each of these regions. */ + if (pixim && fgpixels) { + scalex = 1. / (l_float32)sx; + scaley = 1. / (l_float32)sy; + pixims = pixScaleBySampling(pixim, scalex, scaley); + pixSmoothConnectedRegions(pixd, pixims, 2); + pixDestroy(&pixims); + } + + *ppixd = pixd; + pixCopyResolution(*ppixd, pixs); + return 0; +} + + +/*! + * \brief pixGetBackgroundRGBMap() + * + * \param[in] pixs 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null; it + * should not have all foreground pixels + * \param[in] pixg [optional] 8 bpp grayscale version; can be null + * \param[in] sx, sy tile size in pixels + * \param[in] thresh threshold for determining foreground + * \param[in] mincount min threshold on counts in a tile + * \param[out] ppixmr red component map + * \param[out] ppixmg green component map + * \param[out] ppixmb blue component map + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If pixg, which is a grayscale version of pixs, is provided,
+ *          use this internally to generate the foreground mask.
+ *          Otherwise, a grayscale version of pixs will be generated
+ *          from the green component only, used, and destroyed.
+ *
+ */ +l_ok +pixGetBackgroundRGBMap(PIX *pixs, + PIX *pixim, + PIX *pixg, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + l_int32 mincount, + PIX **ppixmr, + PIX **ppixmg, + PIX **ppixmb) +{ +l_int32 w, h, wm, hm, wim, him, wpls, wplim, wplf; +l_int32 xim, yim, delx, nx, ny, i, j, k, m; +l_int32 count, rsum, gsum, bsum, rval, gval, bval; +l_int32 empty, fgpixels; +l_uint32 pixel; +l_uint32 *datas, *dataim, *dataf, *lines, *lineim, *linef; +l_float32 scalex, scaley; +PIX *piximi, *pixgc, *pixb, *pixf, *pixims; +PIX *pixmr, *pixmg, *pixmb; + + PROCNAME("pixGetBackgroundRGBMap"); + + if (!ppixmr || !ppixmg || !ppixmb) + return ERROR_INT("&pixm* not all defined", procName, 1); + *ppixmr = *ppixmg = *ppixmb = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not 32 bpp", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + if (sx < 4 || sy < 4) + return ERROR_INT("sx and sy must be >= 4", procName, 1); + if (mincount > sx * sy) { + L_WARNING("mincount too large for tile size\n", procName); + mincount = (sx * sy) / 3; + } + + /* Evaluate the mask pixim and make sure it is not all foreground */ + fgpixels = 0; /* boolean for existence of fg mask pixels */ + if (pixim) { + piximi = pixInvert(NULL, pixim); /* set non-'image' pixels to 1 */ + pixZero(piximi, &empty); + pixDestroy(&piximi); + if (empty) + return ERROR_INT("pixim all fg; no background", procName, 1); + pixZero(pixim, &empty); + if (!empty) /* there are fg pixels in pixim */ + fgpixels = 1; + } + + /* Generate the foreground mask. These pixels will be + * ignored when computing the background values. */ + if (pixg) /* use the input grayscale version if it is provided */ + pixgc = pixClone(pixg); + else + pixgc = pixConvertRGBToGrayFast(pixs); + pixb = pixThresholdToBinary(pixgc, thresh); + pixf = pixMorphSequence(pixb, "d7.1 + d1.7", 0); + pixDestroy(&pixgc); + pixDestroy(&pixb); + + /* Generate the output mask images */ + w = pixGetWidth(pixs); + h = pixGetHeight(pixs); + wm = (w + sx - 1) / sx; + hm = (h + sy - 1) / sy; + pixmr = pixCreate(wm, hm, 8); + pixmg = pixCreate(wm, hm, 8); + pixmb = pixCreate(wm, hm, 8); + + /* ------------- Set up the mapping images --------------- */ + /* Note: we only compute map values in tiles that are complete. + * In general, tiles at right and bottom edges will not be + * complete, and we must fill them in later. */ + nx = w / sx; + ny = h / sy; + wpls = pixGetWpl(pixs); + datas = pixGetData(pixs); + wplf = pixGetWpl(pixf); + dataf = pixGetData(pixf); + for (i = 0; i < ny; i++) { + lines = datas + sy * i * wpls; + linef = dataf + sy * i * wplf; + for (j = 0; j < nx; j++) { + delx = j * sx; + rsum = gsum = bsum = 0; + count = 0; + for (k = 0; k < sy; k++) { + for (m = 0; m < sx; m++) { + if (GET_DATA_BIT(linef + k * wplf, delx + m) == 0) { + pixel = *(lines + k * wpls + delx + m); + rsum += (pixel >> 24); + gsum += ((pixel >> 16) & 0xff); + bsum += ((pixel >> 8) & 0xff); + count++; + } + } + } + if (count >= mincount) { + rval = rsum / count; + gval = gsum / count; + bval = bsum / count; + pixSetPixel(pixmr, j, i, rval); + pixSetPixel(pixmg, j, i, gval); + pixSetPixel(pixmb, j, i, bval); + } + } + } + pixDestroy(&pixf); + + /* If there is an optional mask with fg pixels, erase the previous + * calculation for the corresponding map pixels, setting the + * map values in each of the 3 color maps to 0. Then, when + * all the map holes are filled, these erased pixels will + * be set by the surrounding map values. */ + if (pixim) { + wim = pixGetWidth(pixim); + him = pixGetHeight(pixim); + dataim = pixGetData(pixim); + wplim = pixGetWpl(pixim); + for (i = 0; i < ny; i++) { + yim = i * sy + sy / 2; + if (yim >= him) + break; + lineim = dataim + yim * wplim; + for (j = 0; j < nx; j++) { + xim = j * sx + sx / 2; + if (xim >= wim) + break; + if (GET_DATA_BIT(lineim, xim)) { + pixSetPixel(pixmr, j, i, 0); + pixSetPixel(pixmg, j, i, 0); + pixSetPixel(pixmb, j, i, 0); + } + } + } + } + + /* ----------------- Now fill in the holes ----------------------- */ + if (pixFillMapHoles(pixmr, nx, ny, L_FILL_BLACK) || + pixFillMapHoles(pixmg, nx, ny, L_FILL_BLACK) || + pixFillMapHoles(pixmb, nx, ny, L_FILL_BLACK)) { + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + L_WARNING("can't make the maps\n", procName); + return 1; + } + + /* Finally, for each connected region corresponding to the + * fg mask, reset all pixels to their average value. */ + if (pixim && fgpixels) { + scalex = 1. / (l_float32)sx; + scaley = 1. / (l_float32)sy; + pixims = pixScaleBySampling(pixim, scalex, scaley); + pixSmoothConnectedRegions(pixmr, pixims, 2); + pixSmoothConnectedRegions(pixmg, pixims, 2); + pixSmoothConnectedRegions(pixmb, pixims, 2); + pixDestroy(&pixims); + } + + *ppixmr = pixmr; + *ppixmg = pixmg; + *ppixmb = pixmb; + pixCopyResolution(*ppixmr, pixs); + pixCopyResolution(*ppixmg, pixs); + pixCopyResolution(*ppixmb, pixs); + return 0; +} + + +/*! + * \brief pixGetBackgroundGrayMapMorph() + * + * \param[in] pixs 8 bpp grayscale; not cmapped + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null; it + * should not have all foreground pixels + * \param[in] reduction factor at which closing is performed + * \param[in] size of square Sel for the closing; use an odd number + * \param[out] ppixm grayscale map + * \return 0 if OK, 1 on error + */ +l_ok +pixGetBackgroundGrayMapMorph(PIX *pixs, + PIX *pixim, + l_int32 reduction, + l_int32 size, + PIX **ppixm) +{ +l_int32 nx, ny, empty, fgpixels; +l_float32 scale; +PIX *pixm, *pix1, *pix2, *pix3, *pixims; + + PROCNAME("pixGetBackgroundGrayMapMorph"); + + if (!ppixm) + return ERROR_INT("&pixm not defined", procName, 1); + *ppixm = NULL; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is colormapped", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + + /* Evaluate the mask pixim and make sure it is not all foreground. */ + fgpixels = 0; /* boolean for existence of fg mask pixels */ + if (pixim) { + pixInvert(pixim, pixim); /* set background pixels to 1 */ + pixZero(pixim, &empty); + if (empty) + return ERROR_INT("pixim all fg; no background", procName, 1); + pixInvert(pixim, pixim); /* revert to original mask */ + pixZero(pixim, &empty); + if (!empty) /* there are fg pixels in pixim */ + fgpixels = 1; + } + + /* Downscale as requested and do the closing to get the background. */ + scale = 1. / (l_float32)reduction; + pix1 = pixScaleBySampling(pixs, scale, scale); + pix2 = pixCloseGray(pix1, size, size); + pix3 = pixExtendByReplication(pix2, 1, 1); + pixDestroy(&pix1); + pixDestroy(&pix2); + + /* Downscale the image mask, if any, and remove it from the + * background. These pixels will be filled in (twice). */ + pixims = NULL; + if (pixim) { + pixims = pixScale(pixim, scale, scale); + pixm = pixConvertTo8(pixims, FALSE); + pixAnd(pixm, pixm, pix3); + } + else + pixm = pixClone(pix3); + pixDestroy(&pix3); + + /* Fill all the holes in the map. */ + nx = pixGetWidth(pixs) / reduction; + ny = pixGetHeight(pixs) / reduction; + if (pixFillMapHoles(pixm, nx, ny, L_FILL_BLACK)) { + pixDestroy(&pixm); + pixDestroy(&pixims); + L_WARNING("can't make the map\n", procName); + return 1; + } + + /* Finally, for each connected region corresponding to the + * fg mask, reset all pixels to their average value. */ + if (pixim && fgpixels) + pixSmoothConnectedRegions(pixm, pixims, 2); + pixDestroy(&pixims); + + *ppixm = pixm; + pixCopyResolution(*ppixm, pixs); + return 0; +} + + +/*! + * \brief pixGetBackgroundRGBMapMorph() + * + * \param[in] pixs 32 bpp rgb + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null; it + * should not have all foreground pixels + * \param[in] reduction factor at which closing is performed + * \param[in] size of square Sel for the closing; use an odd number + * \param[out] ppixmr red component map + * \param[out] ppixmg green component map + * \param[out] ppixmb blue component map + * \return 0 if OK, 1 on error + */ +l_ok +pixGetBackgroundRGBMapMorph(PIX *pixs, + PIX *pixim, + l_int32 reduction, + l_int32 size, + PIX **ppixmr, + PIX **ppixmg, + PIX **ppixmb) +{ +l_int32 nx, ny, empty, fgpixels; +l_float32 scale; +PIX *pixm, *pixmr, *pixmg, *pixmb, *pix1, *pix2, *pix3, *pixims; + + PROCNAME("pixGetBackgroundRGBMapMorph"); + + if (!ppixmr || !ppixmg || !ppixmb) + return ERROR_INT("&pixm* not all defined", procName, 1); + *ppixmr = *ppixmg = *ppixmb = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not 32 bpp", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + + /* Evaluate the mask pixim and make sure it is not all foreground. */ + fgpixels = 0; /* boolean for existence of fg mask pixels */ + if (pixim) { + pixInvert(pixim, pixim); /* set background pixels to 1 */ + pixZero(pixim, &empty); + if (empty) + return ERROR_INT("pixim all fg; no background", procName, 1); + pixInvert(pixim, pixim); /* revert to original mask */ + pixZero(pixim, &empty); + if (!empty) /* there are fg pixels in pixim */ + fgpixels = 1; + } + + /* Generate an 8 bpp version of the image mask, if it exists */ + scale = 1. / (l_float32)reduction; + pixims = NULL; + pixm = NULL; + if (pixim) { + pixims = pixScale(pixim, scale, scale); + pixm = pixConvertTo8(pixims, FALSE); + } + + /* Downscale as requested and do the closing to get the background. + * Then remove the image mask pixels from the background. They + * will be filled in (twice) later. Do this for all 3 components. */ + pix1 = pixScaleRGBToGrayFast(pixs, reduction, COLOR_RED); + pix2 = pixCloseGray(pix1, size, size); + pix3 = pixExtendByReplication(pix2, 1, 1); + if (pixim) + pixmr = pixAnd(NULL, pixm, pix3); + else + pixmr = pixClone(pix3); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + + pix1 = pixScaleRGBToGrayFast(pixs, reduction, COLOR_GREEN); + pix2 = pixCloseGray(pix1, size, size); + pix3 = pixExtendByReplication(pix2, 1, 1); + if (pixim) + pixmg = pixAnd(NULL, pixm, pix3); + else + pixmg = pixClone(pix3); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + + pix1 = pixScaleRGBToGrayFast(pixs, reduction, COLOR_BLUE); + pix2 = pixCloseGray(pix1, size, size); + pix3 = pixExtendByReplication(pix2, 1, 1); + if (pixim) + pixmb = pixAnd(NULL, pixm, pix3); + else + pixmb = pixClone(pix3); + pixDestroy(&pixm); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + + /* Fill all the holes in the three maps. */ + nx = pixGetWidth(pixs) / reduction; + ny = pixGetHeight(pixs) / reduction; + if (pixFillMapHoles(pixmr, nx, ny, L_FILL_BLACK) || + pixFillMapHoles(pixmg, nx, ny, L_FILL_BLACK) || + pixFillMapHoles(pixmb, nx, ny, L_FILL_BLACK)) { + pixDestroy(&pixmr); + pixDestroy(&pixmg); + pixDestroy(&pixmb); + pixDestroy(&pixims); + L_WARNING("can't make the maps\n", procName); + return 1; + } + + /* Finally, for each connected region corresponding to the + * fg mask in each component, reset all pixels to their + * average value. */ + if (pixim && fgpixels) { + pixSmoothConnectedRegions(pixmr, pixims, 2); + pixSmoothConnectedRegions(pixmg, pixims, 2); + pixSmoothConnectedRegions(pixmb, pixims, 2); + pixDestroy(&pixims); + } + + *ppixmr = pixmr; + *ppixmg = pixmg; + *ppixmb = pixmb; + pixCopyResolution(*ppixmr, pixs); + pixCopyResolution(*ppixmg, pixs); + pixCopyResolution(*ppixmb, pixs); + return 0; +} + + +/*! + * \brief pixFillMapHoles() + * + * \param[in] pix 8 bpp; a map, with one pixel for each tile in + * a larger image + * \param[in] nx number of horizontal pixel tiles that are entirely + * covered with pixels in the original source image + * \param[in] ny ditto for the number of vertical pixel tiles + * \param[in] filltype L_FILL_WHITE or L_FILL_BLACK + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place operation on pix (the map).  pix is
+ *          typically a low-resolution version of some other image
+ *          from which it was derived, where each pixel in pix
+ *          corresponds to a rectangular tile (say, m x n) of pixels
+ *          in the larger image.  All we need to know about the larger
+ *          image is whether or not the rightmost column and bottommost
+ *          row of pixels in pix correspond to tiles that are
+ *          only partially covered by pixels in the larger image.
+ *      (2) Typically, some number of pixels in the input map are
+ *          not known, and their values must be determined by near
+ *          pixels that are known.  These unknown pixels are the 'holes'.
+ *          They can take on only two values, 0 and 255, and the
+ *          instruction about which to fill is given by the filltype flag.
+ *      (3) The "holes" can come from two sources.  The first is when there
+ *          are not enough foreground or background pixels in a tile;
+ *          the second is when a tile is at least partially covered
+ *          by an image mask.  If we're filling holes in a fg mask,
+ *          the holes are initialized to black (0) and use L_FILL_BLACK.
+ *          For filling holes in a bg mask, initialize the holes to
+ *          white (255) and use L_FILL_WHITE.
+ *      (4) If w is the map width, nx = w or nx = w - 1; ditto for h and ny.
+ *
+ */ +l_ok +pixFillMapHoles(PIX *pix, + l_int32 nx, + l_int32 ny, + l_int32 filltype) +{ +l_int32 w, h, y, nmiss, goodcol, i, j, found, ival, valtest; +l_uint32 val, lastval; +NUMA *na; /* indicates if there is any data in the column */ +PIX *pixt; + + PROCNAME("pixFillMapHoles"); + + if (!pix || pixGetDepth(pix) != 8) + return ERROR_INT("pix not defined or not 8 bpp", procName, 1); + if (pixGetColormap(pix)) + return ERROR_INT("pix is colormapped", procName, 1); + + /* ------------- Fill holes in the mapping image columns ----------- */ + pixGetDimensions(pix, &w, &h, NULL); + na = numaCreate(0); /* holds flag for which columns have data */ + nmiss = 0; + valtest = (filltype == L_FILL_WHITE) ? 255 : 0; + for (j = 0; j < nx; j++) { /* do it by columns */ + found = FALSE; + for (i = 0; i < ny; i++) { + pixGetPixel(pix, j, i, &val); + if (val != valtest) { + y = i; + found = TRUE; + break; + } + } + if (found == FALSE) { + numaAddNumber(na, 0); /* no data in the column */ + nmiss++; + } + else { + numaAddNumber(na, 1); /* data in the column */ + for (i = y - 1; i >= 0; i--) /* replicate upwards to top */ + pixSetPixel(pix, j, i, val); + pixGetPixel(pix, j, 0, &lastval); + for (i = 1; i < h; i++) { /* set going down to bottom */ + pixGetPixel(pix, j, i, &val); + if (val == valtest) + pixSetPixel(pix, j, i, lastval); + else + lastval = val; + } + } + } + numaAddNumber(na, 0); /* last column */ + + if (nmiss == nx) { /* no data in any column! */ + numaDestroy(&na); + L_WARNING("no bg found; no data in any column\n", procName); + return 1; + } + + /* ---------- Fill in missing columns by replication ----------- */ + if (nmiss > 0) { /* replicate columns */ + pixt = pixCopy(NULL, pix); + /* Find the first good column */ + goodcol = 0; + for (j = 0; j < w; j++) { + numaGetIValue(na, j, &ival); + if (ival == 1) { + goodcol = j; + break; + } + } + if (goodcol > 0) { /* copy cols backward */ + for (j = goodcol - 1; j >= 0; j--) { + pixRasterop(pix, j, 0, 1, h, PIX_SRC, pixt, j + 1, 0); + pixRasterop(pixt, j, 0, 1, h, PIX_SRC, pix, j, 0); + } + } + for (j = goodcol + 1; j < w; j++) { /* copy cols forward */ + numaGetIValue(na, j, &ival); + if (ival == 0) { + /* Copy the column to the left of j */ + pixRasterop(pix, j, 0, 1, h, PIX_SRC, pixt, j - 1, 0); + pixRasterop(pixt, j, 0, 1, h, PIX_SRC, pix, j, 0); + } + } + pixDestroy(&pixt); + } + if (w > nx) { /* replicate the last column */ + for (i = 0; i < h; i++) { + pixGetPixel(pix, w - 2, i, &val); + pixSetPixel(pix, w - 1, i, val); + } + } + + numaDestroy(&na); + return 0; +} + + +/*! + * \brief pixExtendByReplication() + * + * \param[in] pixs 8 bpp + * \param[in] addw number of extra pixels horizontally to add + * \param[in] addh number of extra pixels vertically to add + * \return pixd extended with replicated pixel values, or NULL on error + * + * 
+ * Notes:
+ *      (1) The pixel values are extended to the left and down, as required.
+ *
+ */ +PIX * +pixExtendByReplication(PIX *pixs, + l_int32 addw, + l_int32 addh) +{ +l_int32 w, h, i, j; +l_uint32 val; +PIX *pixd; + + PROCNAME("pixExtendByReplication"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + + if (addw == 0 && addh == 0) + return pixCopy(NULL, pixs); + + pixGetDimensions(pixs, &w, &h, NULL); + if ((pixd = pixCreate(w + addw, h + addh, 8)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixRasterop(pixd, 0, 0, w, h, PIX_SRC, pixs, 0, 0); + + if (addw > 0) { + for (i = 0; i < h; i++) { + pixGetPixel(pixd, w - 1, i, &val); + for (j = 0; j < addw; j++) + pixSetPixel(pixd, w + j, i, val); + } + } + + if (addh > 0) { + for (j = 0; j < w + addw; j++) { + pixGetPixel(pixd, j, h - 1, &val); + for (i = 0; i < addh; i++) + pixSetPixel(pixd, j, h + i, val); + } + } + + pixCopyResolution(pixd, pixs); + return pixd; +} + + +/*! + * \brief pixSmoothConnectedRegions() + * + * \param[in] pixs 8 bpp grayscale; no colormap + * \param[in] pixm [optional] 1 bpp; if null, this is a no-op + * \param[in] factor subsampling factor for getting average; >= 1 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The pixels in pixs corresponding to those in each
+ *          8-connected region in the mask are set to the average value.
+ *      (2) This is required for adaptive mapping to avoid the
+ *          generation of stripes in the background map, due to
+ *          variations in the pixel values near the edges of mask regions.
+ *      (3) This function is optimized for background smoothing, where
+ *          there are a relatively small number of components.  It will
+ *          be inefficient if used where there are many small components.
+ *
+ */ +l_ok +pixSmoothConnectedRegions(PIX *pixs, + PIX *pixm, + l_int32 factor) +{ +l_int32 empty, i, n, x, y; +l_float32 aveval; +BOXA *boxa; +PIX *pixmc; +PIXA *pixa; + + PROCNAME("pixSmoothConnectedRegions"); + + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs has colormap", procName, 1); + if (!pixm) { + L_INFO("pixm not defined\n", procName); + return 0; + } + if (pixGetDepth(pixm) != 1) + return ERROR_INT("pixm not 1 bpp", procName, 1); + pixZero(pixm, &empty); + if (empty) { + L_INFO("pixm has no fg pixels; nothing to do\n", procName); + return 0; + } + + boxa = pixConnComp(pixm, &pixa, 8); + n = boxaGetCount(boxa); + for (i = 0; i < n; i++) { + if ((pixmc = pixaGetPix(pixa, i, L_CLONE)) == NULL) { + L_WARNING("missing pixmc!\n", procName); + continue; + } + boxaGetBoxGeometry(boxa, i, &x, &y, NULL, NULL); + pixGetAverageMasked(pixs, pixmc, x, y, factor, L_MEAN_ABSVAL, &aveval); + pixPaintThroughMask(pixs, pixmc, x, y, (l_int32)aveval); + pixDestroy(&pixmc); + } + + boxaDestroy(&boxa); + pixaDestroy(&pixa); + return 0; +} + + +/*------------------------------------------------------------------* + * Measurement of local foreground * + *------------------------------------------------------------------*/ +#if 0 /* Not working properly: do not use */ + +/*! + * \brief pixGetForegroundGrayMap() + * + * \param[in] pixs 8 bpp + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] sx, sy src tile size, in pixels + * \param[in] thresh threshold for determining foreground + * \param[out] ppixd 8 bpp grayscale map + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Each (sx, sy) tile of pixs gets mapped to one pixel in pixd.
+ *      (2) pixd is the estimate of the fg (darkest) value within each tile.
+ *      (3) All pixels in pixd that are in 'image' regions, as specified
+ *          by pixim, are given the background value 0.
+ *      (4) For pixels in pixd that can't directly be given a fg value,
+ *          the value is inferred by propagating from neighboring pixels.
+ *      (5) In practice, pixd can be used to normalize the fg, and
+ *          it can be done after background normalization.
+ *      (6) The overall procedure is:
+ *            ~ reduce 2x by sampling
+ *            ~ paint all 'image' pixels white, so that they don't
+ *            ~ participate in the Min reduction
+ *            ~ do a further (sx, sy) Min reduction -- think of
+ *              it as a large opening followed by subsampling by the
+ *              reduction factors
+ *            ~ threshold the result to identify fg, and set the
+ *              bg pixels to 255 (these are 'holes')
+ *            ~ fill holes by propagation from fg values
+ *            ~ replicatively expand by 2x, arriving at the final
+ *              resolution of pixd
+ *            ~ smooth with a 17x17 kernel
+ *            ~ paint the 'image' regions black
+ *
+ */ +l_ok +pixGetForegroundGrayMap(PIX *pixs, + PIX *pixim, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + PIX **ppixd) +{ +l_int32 w, h, d, wd, hd; +l_int32 empty, fgpixels; +PIX *pixd, *piximi, *pixim2, *pixims, *pixs2, *pixb, *pixt1, *pixt2, *pixt3; + + PROCNAME("pixGetForegroundGrayMap"); + + if (!ppixd) + return ERROR_INT("&pixd not defined", procName, 1); + *ppixd = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return ERROR_INT("pixs not 8 bpp", procName, 1); + if (pixim && pixGetDepth(pixim) != 1) + return ERROR_INT("pixim not 1 bpp", procName, 1); + if (sx < 2 || sy < 2) + return ERROR_INT("sx and sy must be >= 2", procName, 1); + + /* Generate pixd, which is reduced by the factors (sx, sy). */ + wd = (w + sx - 1) / sx; + hd = (h + sy - 1) / sy; + pixd = pixCreate(wd, hd, 8); + *ppixd = pixd; + + /* Evaluate the 'image' mask, pixim. If it is all fg, + * the output pixd has all pixels with value 0. */ + fgpixels = 0; /* boolean for existence of fg pixels in the image mask. */ + if (pixim) { + piximi = pixInvert(NULL, pixim); /* set non-image pixels to 1 */ + pixZero(piximi, &empty); + pixDestroy(&piximi); + if (empty) /* all 'image'; return with all pixels set to 0 */ + return 0; + pixZero(pixim, &empty); + if (!empty) /* there are fg pixels in pixim */ + fgpixels = 1; + } + + /* 2x subsampling; paint white through 'image' mask. */ + pixs2 = pixScaleBySampling(pixs, 0.5, 0.5); + if (pixim && fgpixels) { + pixim2 = pixReduceBinary2(pixim, NULL); + pixPaintThroughMask(pixs2, pixim2, 0, 0, 255); + pixDestroy(&pixim2); + } + + /* Min (erosion) downscaling; total reduction (4 sx, 4 sy). */ + pixt1 = pixScaleGrayMinMax(pixs2, sx, sy, L_CHOOSE_MIN); + +/* pixDisplay(pixt1, 300, 200); */ + + /* Threshold to identify fg; paint bg pixels to white. */ + pixb = pixThresholdToBinary(pixt1, thresh); /* fg pixels */ + pixInvert(pixb, pixb); + pixPaintThroughMask(pixt1, pixb, 0, 0, 255); + pixDestroy(&pixb); + + /* Replicative expansion by 2x to (sx, sy). */ + pixt2 = pixExpandReplicate(pixt1, 2); + +/* pixDisplay(pixt2, 500, 200); */ + + /* Fill holes in the fg by propagation */ + pixFillMapHoles(pixt2, w / sx, h / sy, L_FILL_WHITE); + +/* pixDisplay(pixt2, 700, 200); */ + + /* Smooth with 17x17 kernel. */ + pixt3 = pixBlockconv(pixt2, 8, 8); + pixRasterop(pixd, 0, 0, wd, hd, PIX_SRC, pixt3, 0, 0); + + /* Paint the image parts black. */ + pixims = pixScaleBySampling(pixim, 1. / sx, 1. / sy); + pixPaintThroughMask(pixd, pixims, 0, 0, 0); + + pixDestroy(&pixs2); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + pixDestroy(&pixt3); + return 0; +} +#endif /* Not working properly: do not use */ + + +/*------------------------------------------------------------------* + * Generate inverted background map * + *------------------------------------------------------------------*/ +/*! + * \brief pixGetInvBackgroundMap() + * + * \param[in] pixs 8 bpp grayscale; no colormap + * \param[in] bgval target bg val; typ. > 128 + * \param[in] smoothx half-width of block convolution kernel width + * \param[in] smoothy half-width of block convolution kernel height + * \return pixd 16 bpp, or NULL on error + * + * 
+ * Notes:
+ *     (1) bgval should typically be > 120 and < 240
+ *     (2) pixd is a normalization image; the original image is
+ *       multiplied by pixd and the result is divided by 256.
+ *
+ */ +PIX * +pixGetInvBackgroundMap(PIX *pixs, + l_int32 bgval, + l_int32 smoothx, + l_int32 smoothy) +{ +l_int32 w, h, wplsm, wpld, i, j; +l_int32 val, val16; +l_uint32 *datasm, *datad, *linesm, *lined; +PIX *pixsm, *pixd; + + PROCNAME("pixGetInvBackgroundMap"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (w < 5 || h < 5) + return (PIX *)ERROR_PTR("w and h must be >= 5", procName, NULL); + + /* smooth the map image */ + pixsm = pixBlockconv(pixs, smoothx, smoothy); + datasm = pixGetData(pixsm); + wplsm = pixGetWpl(pixsm); + + /* invert the map image, scaling up to preserve dynamic range */ + pixd = pixCreate(w, h, 16); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + linesm = datasm + i * wplsm; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(linesm, j); + if (val > 0) + val16 = (256 * bgval) / val; + else { /* shouldn't happen */ + L_WARNING("smoothed bg has 0 pixel!\n", procName); + val16 = bgval / 2; + } + SET_DATA_TWO_BYTES(lined, j, val16); + } + } + + pixDestroy(&pixsm); + pixCopyResolution(pixd, pixs); + return pixd; +} + + +/*------------------------------------------------------------------* + * Apply background map to image * + *------------------------------------------------------------------*/ +/*! + * \brief pixApplyInvBackgroundGrayMap() + * + * \param[in] pixs 8 bpp grayscale; no colormap + * \param[in] pixm 16 bpp, inverse background map + * \param[in] sx tile width in pixels + * \param[in] sy tile height in pixels + * \return pixd 8 bpp, or NULL on error + */ +PIX * +pixApplyInvBackgroundGrayMap(PIX *pixs, + PIX *pixm, + l_int32 sx, + l_int32 sy) +{ +l_int32 w, h, wm, hm, wpls, wpld, i, j, k, m, xoff, yoff; +l_int32 vals, vald; +l_uint32 val16; +l_uint32 *datas, *datad, *lines, *lined, *flines, *flined; +PIX *pixd; + + PROCNAME("pixApplyInvBackgroundGrayMap"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL); + if (!pixm || pixGetDepth(pixm) != 16) + return (PIX *)ERROR_PTR("pixm undefined or not 16 bpp", procName, NULL); + if (sx == 0 || sy == 0) + return (PIX *)ERROR_PTR("invalid sx and/or sy", procName, NULL); + + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + pixGetDimensions(pixs, &w, &h, NULL); + pixGetDimensions(pixm, &wm, &hm, NULL); + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < hm; i++) { + lines = datas + sy * i * wpls; + lined = datad + sy * i * wpld; + yoff = sy * i; + for (j = 0; j < wm; j++) { + pixGetPixel(pixm, j, i, &val16); + xoff = sx * j; + for (k = 0; k < sy && yoff + k < h; k++) { + flines = lines + k * wpls; + flined = lined + k * wpld; + for (m = 0; m < sx && xoff + m < w; m++) { + vals = GET_DATA_BYTE(flines, xoff + m); + vald = (vals * val16) / 256; + vald = L_MIN(vald, 255); + SET_DATA_BYTE(flined, xoff + m, vald); + } + } + } + } + + return pixd; +} + + +/*! + * \brief pixApplyInvBackgroundRGBMap() + * + * \param[in] pixs 32 bpp rbg + * \param[in] pixmr 16 bpp, red inverse background map + * \param[in] pixmg 16 bpp, green inverse background map + * \param[in] pixmb 16 bpp, blue inverse background map + * \param[in] sx tile width in pixels + * \param[in] sy tile height in pixels + * \return pixd 32 bpp rbg, or NULL on error + */ +PIX * +pixApplyInvBackgroundRGBMap(PIX *pixs, + PIX *pixmr, + PIX *pixmg, + PIX *pixmb, + l_int32 sx, + l_int32 sy) +{ +l_int32 w, h, wm, hm, wpls, wpld, i, j, k, m, xoff, yoff; +l_int32 rvald, gvald, bvald; +l_uint32 vals; +l_uint32 rval16, gval16, bval16; +l_uint32 *datas, *datad, *lines, *lined, *flines, *flined; +PIX *pixd; + + PROCNAME("pixApplyInvBackgroundRGBMap"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (!pixmr || !pixmg || !pixmb) + return (PIX *)ERROR_PTR("pix maps not all defined", procName, NULL); + if (pixGetDepth(pixmr) != 16 || pixGetDepth(pixmg) != 16 || + pixGetDepth(pixmb) != 16) + return (PIX *)ERROR_PTR("pix maps not all 16 bpp", procName, NULL); + if (sx == 0 || sy == 0) + return (PIX *)ERROR_PTR("invalid sx and/or sy", procName, NULL); + + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + w = pixGetWidth(pixs); + h = pixGetHeight(pixs); + wm = pixGetWidth(pixmr); + hm = pixGetHeight(pixmr); + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < hm; i++) { + lines = datas + sy * i * wpls; + lined = datad + sy * i * wpld; + yoff = sy * i; + for (j = 0; j < wm; j++) { + pixGetPixel(pixmr, j, i, &rval16); + pixGetPixel(pixmg, j, i, &gval16); + pixGetPixel(pixmb, j, i, &bval16); + xoff = sx * j; + for (k = 0; k < sy && yoff + k < h; k++) { + flines = lines + k * wpls; + flined = lined + k * wpld; + for (m = 0; m < sx && xoff + m < w; m++) { + vals = *(flines + xoff + m); + rvald = ((vals >> 24) * rval16) / 256; + rvald = L_MIN(rvald, 255); + gvald = (((vals >> 16) & 0xff) * gval16) / 256; + gvald = L_MIN(gvald, 255); + bvald = (((vals >> 8) & 0xff) * bval16) / 256; + bvald = L_MIN(bvald, 255); + composeRGBPixel(rvald, gvald, bvald, flined + xoff + m); + } + } + } + } + + return pixd; +} + + +/*------------------------------------------------------------------* + * Apply variable map * + *------------------------------------------------------------------*/ +/*! + * \brief pixApplyVariableGrayMap() + * + * \param[in] pixs 8 bpp + * \param[in] pixg 8 bpp, variable map + * \param[in] target typ. 128 for threshold + * \return pixd 8 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) Suppose you have an image that you want to transform based
+ *          on some photometric measurement at each point, such as the
+ *          threshold value for binarization.  Representing the photometric
+ *          measurement as an image pixg, you can threshold in input image
+ *          using pixVarThresholdToBinary().  Alternatively, you can map
+ *          the input image pointwise so that the threshold over the
+ *          entire image becomes a constant, such as 128.  For example,
+ *          if a pixel in pixg is 150 and the target is 128, the
+ *          corresponding pixel in pixs is mapped linearly to a value
+ *          (128/150) of the input value.  If the resulting mapped image
+ *          pixd were then thresholded at 128, you would obtain the
+ *          same result as a direct binarization using pixg with
+ *          pixVarThresholdToBinary().
+ *      (2) The sizes of pixs and pixg must be equal.
+ *
+ */ +PIX * +pixApplyVariableGrayMap(PIX *pixs, + PIX *pixg, + l_int32 target) +{ +l_int32 i, j, w, h, d, wpls, wplg, wpld, vals, valg, vald; +l_uint8 *lut; +l_uint32 *datas, *datag, *datad, *lines, *lineg, *lined; +l_float32 fval; +PIX *pixd; + + PROCNAME("pixApplyVariableGrayMap"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!pixg) + return (PIX *)ERROR_PTR("pixg not defined", procName, NULL); + if (!pixSizesEqual(pixs, pixg)) + return (PIX *)ERROR_PTR("pix sizes not equal", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("depth not 8 bpp", procName, NULL); + + /* Generate a LUT for the mapping if the image is large enough + * to warrant the overhead. The LUT is of size 2^16. For the + * index to the table, get the MSB from pixs and the LSB from pixg. + * Note: this LUT is bigger than the typical 32K L1 cache, so + * we expect cache misses. L2 latencies are about 5ns. But + * division is slooooow. For large images, this function is about + * 4x faster when using the LUT. C'est la vie. */ + lut = NULL; + if (w * h > 100000) { /* more pixels than 2^16 */ + if ((lut = (l_uint8 *)LEPT_CALLOC(0x10000, sizeof(l_uint8))) == NULL) + return (PIX *)ERROR_PTR("lut not made", procName, NULL); + for (i = 0; i < 256; i++) { + for (j = 0; j < 256; j++) { + fval = (l_float32)(i * target) / (j + 0.5); + lut[(i << 8) + j] = L_MIN(255, (l_int32)(fval + 0.5)); + } + } + } + + if ((pixd = pixCreateNoInit(w, h, 8)) == NULL) { + LEPT_FREE(lut); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + pixCopyResolution(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datag = pixGetData(pixg); + wplg = pixGetWpl(pixg); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lineg = datag + i * wplg; + lined = datad + i * wpld; + if (lut) { + for (j = 0; j < w; j++) { + vals = GET_DATA_BYTE(lines, j); + valg = GET_DATA_BYTE(lineg, j); + vald = lut[(vals << 8) + valg]; + SET_DATA_BYTE(lined, j, vald); + } + } + else { + for (j = 0; j < w; j++) { + vals = GET_DATA_BYTE(lines, j); + valg = GET_DATA_BYTE(lineg, j); + fval = (l_float32)(vals * target) / (valg + 0.5); + vald = L_MIN(255, (l_int32)(fval + 0.5)); + SET_DATA_BYTE(lined, j, vald); + } + } + } + + LEPT_FREE(lut); + return pixd; +} + + +/*------------------------------------------------------------------* + * Non-adaptive (global) mapping * + *------------------------------------------------------------------*/ +/*! + * \brief pixGlobalNormRGB() + * + * \param[in] pixd [optional] null, existing or equal to pixs + * \param[in] pixs 32 bpp rgb, or colormapped + * \param[in] rval, gval, bval pixel values in pixs that are + * linearly mapped to mapval + * \param[in] mapval use 255 for mapping to white + * \return pixd 32 bpp rgb or colormapped, or NULL on error + * + * 
+ * Notes:
+ *    (1) The value of pixd determines if the results are written to a
+ *        new pix (use NULL), in-place to pixs (use pixs), or to some
+ *        other existing pix.
+ *    (2) This does a global normalization of an image where the
+ *        r,g,b color components are not balanced.  Thus, white in pixs is
+ *        represented by a set of r,g,b values that are not all 255.
+ *    (3) The input values (rval, gval, bval) should be chosen to
+ *        represent the gray color (mapval, mapval, mapval) in src.
+ *        Thus, this function will map (rval, gval, bval) to that gray color.
+ *    (4) Typically, mapval = 255, so that (rval, gval, bval)
+ *        corresponds to the white point of src.  In that case, these
+ *        parameters should be chosen so that few pixels have higher values.
+ *    (5) In all cases, we do a linear TRC separately on each of the
+ *        components, saturating at 255.
+ *    (6) If the input pix is 8 bpp without a colormap, you can get
+ *        this functionality with mapval = 255 by calling:
+ *            pixGammaTRC(pixd, pixs, 1.0, 0, bgval);
+ *        where bgval is the value you want to be mapped to 255.
+ *        Or more generally, if you want bgval to be mapped to mapval:
+ *            pixGammaTRC(pixd, pixs, 1.0, 0, 255 * bgval / mapval);
+ *
+ */ +PIX * +pixGlobalNormRGB(PIX *pixd, + PIX *pixs, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 mapval) +{ +l_int32 w, h, d, i, j, ncolors, rv, gv, bv, wpl; +l_int32 *rarray, *garray, *barray; +l_uint32 *data, *line; +NUMA *nar, *nag, *nab; +PIXCMAP *cmap; + + PROCNAME("pixGlobalNormRGB"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + cmap = pixGetColormap(pixs); + pixGetDimensions(pixs, &w, &h, &d); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + if (mapval <= 0) { + L_WARNING("mapval must be > 0; setting to 255\n", procName); + mapval = 255; + } + + /* Prepare pixd to be a copy of pixs */ + if ((pixd = pixCopy(pixd, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + + /* Generate the TRC maps for each component. Make sure the + * upper range for each color is greater than zero. */ + nar = numaGammaTRC(1.0, 0, L_MAX(1, 255 * rval / mapval)); + nag = numaGammaTRC(1.0, 0, L_MAX(1, 255 * gval / mapval)); + nab = numaGammaTRC(1.0, 0, L_MAX(1, 255 * bval / mapval)); + + /* Extract copies of the internal arrays */ + rarray = numaGetIArray(nar); + garray = numaGetIArray(nag); + barray = numaGetIArray(nab); + if (!nar || !nag || !nab || !rarray || !garray || !barray) { + L_ERROR("allocation failure in arrays\n", procName); + goto cleanup_arrays; + } + + if (cmap) { + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rv, &gv, &bv); + pixcmapResetColor(cmap, i, rarray[rv], garray[gv], barray[bv]); + } + } + else { + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rv, &gv, &bv); + composeRGBPixel(rarray[rv], garray[gv], barray[bv], line + j); + } + } + } + +cleanup_arrays: + numaDestroy(&nar); + numaDestroy(&nag); + numaDestroy(&nab); + LEPT_FREE(rarray); + LEPT_FREE(garray); + LEPT_FREE(barray); + return pixd; +} + + +/*! + * \brief pixGlobalNormNoSatRGB() + * + * \param[in] pixd [optional] null, existing or equal to pixs + * \param[in] pixs 32 bpp rgb + * \param[in] rval, gval, bval pixel values in pixs that are + * linearly mapped to mapval; but see below + * \param[in] factor subsampling factor; integer >= 1 + * \param[in] rank between 0.0 and 1.0; typ. use a value near 1.0 + * \return pixd 32 bpp rgb, or NULL on error + * + * 
+ * Notes:
+ *    (1) This is a version of pixGlobalNormRGB(), where the output
+ *        intensity is scaled back so that a controlled fraction of
+ *        pixel components is allowed to saturate.  See comments in
+ *        pixGlobalNormRGB().
+ *    (2) The value of pixd determines if the results are written to a
+ *        new pix (use NULL), in-place to pixs (use pixs), or to some
+ *        other existing pix.
+ *    (3) This does a global normalization of an image where the
+ *        r,g,b color components are not balanced.  Thus, white in pixs is
+ *        represented by a set of r,g,b values that are not all 255.
+ *    (4) The input values (rval, gval, bval) can be chosen to be the
+ *        color that, after normalization, becomes white background.
+ *        For images that are mostly background, the closer these values
+ *        are to the median component values, the closer the resulting
+ *        background will be to gray, becoming white at the brightest places.
+ *    (5) The mapval used in pixGlobalNormRGB() is computed here to
+ *        avoid saturation of any component in the image (save for a
+ *        fraction of the pixels given by the input rank value).
+ *
+ */ +PIX * +pixGlobalNormNoSatRGB(PIX *pixd, + PIX *pixs, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 factor, + l_float32 rank) +{ +l_int32 mapval; +l_float32 rankrval, rankgval, rankbval; +l_float32 rfract, gfract, bfract, maxfract; + + PROCNAME("pixGlobalNormNoSatRGB"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (factor < 1) + return (PIX *)ERROR_PTR("sampling factor < 1", procName, NULL); + if (rank < 0.0 || rank > 1.0) + return (PIX *)ERROR_PTR("rank not in [0.0 ... 1.0]", procName, NULL); + if (rval <= 0 || gval <= 0 || bval <= 0) + return (PIX *)ERROR_PTR("invalid estim. color values", procName, NULL); + + /* The max value for each component may be larger than the + * input estimated background value. In that case, mapping + * for those pixels would saturate. To prevent saturation, + * we compute the fraction for each component by which we + * would oversaturate. Then take the max of these, and + * reduce, uniformly over all components, the output intensity + * by this value. Then no component will saturate. + * In practice, if rank < 1.0, a fraction of pixels + * may have a component saturate. By keeping rank close to 1.0, + * that fraction can be made arbitrarily small. */ + pixGetRankValueMaskedRGB(pixs, NULL, 0, 0, factor, rank, &rankrval, + &rankgval, &rankbval); + rfract = rankrval / (l_float32)rval; + gfract = rankgval / (l_float32)gval; + bfract = rankbval / (l_float32)bval; + maxfract = L_MAX(rfract, gfract); + maxfract = L_MAX(maxfract, bfract); +#if DEBUG_GLOBAL + fprintf(stderr, "rankrval = %7.2f, rankgval = %7.2f, rankbval = %7.2f\n", + rankrval, rankgval, rankbval); + fprintf(stderr, "rfract = %7.4f, gfract = %7.4f, bfract = %7.4f\n", + rfract, gfract, bfract); +#endif /* DEBUG_GLOBAL */ + + mapval = (l_int32)(255. / maxfract); + pixd = pixGlobalNormRGB(pixd, pixs, rval, gval, bval, mapval); + return pixd; +} + + +/*------------------------------------------------------------------* + * Adaptive threshold spread normalization * + *------------------------------------------------------------------*/ +/*! + * \brief pixThresholdSpreadNorm() + * + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] filtertype L_SOBEL_EDGE or L_TWO_SIDED_EDGE; + * \param[in] edgethresh threshold on magnitude of edge filter; + * typ 10-20 + * \param[in] smoothx, smoothy half-width of convolution kernel applied to + * spread threshold: use 0 for no smoothing + * \param[in] gamma gamma correction; typ. about 0.7 + * \param[in] minval input value that gives 0 for output; typ. -25 + * \param[in] maxval input value that gives 255 for output; + * typ. 255 + * \param[in] targetthresh target threshold for normalization + * \param[out] ppixth [optional] computed local threshold value + * \param[out] ppixb [optional] thresholded normalized image + * \param[out] ppixd [optional] normalized image + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The basis of this approach is the use of seed spreading
+ *          on a (possibly) sparse set of estimates for the local threshold.
+ *          The resulting dense estimates are smoothed by convolution
+ *          and used to either threshold the input image or normalize it
+ *          with a local transformation that linearly maps the pixels so
+ *          that the local threshold estimate becomes constant over the
+ *          resulting image.  This approach is one of several that
+ *          have been suggested (and implemented) by Ray Smith.
+ *      (2) You can use either the Sobel or TwoSided edge filters.
+ *          The results appear to be similar, using typical values
+ *          of edgethresh in the rang 10-20.
+ *      (3) To skip the trc enhancement, use gamma = 1.0, minval = 0
+ *          and maxval = 255.
+ *      (4) For the normalized image pixd, each pixel is linearly mapped
+ *          in such a way that the local threshold is equal to targetthresh.
+ *      (5) The full width and height of the convolution kernel
+ *          are (2 * smoothx + 1) and (2 * smoothy + 1).
+ *      (6) This function can be used with the pixtiling utility if the
+ *          images are too large.  See pixOtsuAdaptiveThreshold() for
+ *          an example of this.
+ *
+ */ +l_ok +pixThresholdSpreadNorm(PIX *pixs, + l_int32 filtertype, + l_int32 edgethresh, + l_int32 smoothx, + l_int32 smoothy, + l_float32 gamma, + l_int32 minval, + l_int32 maxval, + l_int32 targetthresh, + PIX **ppixth, + PIX **ppixb, + PIX **ppixd) +{ +PIX *pixe, *pixet, *pixsd, *pixg1, *pixg2, *pixth; + + PROCNAME("pixThresholdSpreadNorm"); + + if (ppixth) *ppixth = NULL; + if (ppixb) *ppixb = NULL; + if (ppixd) *ppixd = NULL; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is colormapped", procName, 1); + if (!ppixth && !ppixb && !ppixd) + return ERROR_INT("no output requested", procName, 1); + if (filtertype != L_SOBEL_EDGE && filtertype != L_TWO_SIDED_EDGE) + return ERROR_INT("invalid filter type", procName, 1); + + /* Get the thresholded edge pixels. These are the ones + * that have values in pixs near the local optimal fg/bg threshold. */ + if (filtertype == L_SOBEL_EDGE) + pixe = pixSobelEdgeFilter(pixs, L_VERTICAL_EDGES); + else /* L_TWO_SIDED_EDGE */ + pixe = pixTwoSidedEdgeFilter(pixs, L_VERTICAL_EDGES); + pixet = pixThresholdToBinary(pixe, edgethresh); + pixInvert(pixet, pixet); + + /* Build a seed image whose only nonzero values are those + * values of pixs corresponding to pixels in the fg of pixet. */ + pixsd = pixCreateTemplate(pixs); + pixCombineMasked(pixsd, pixs, pixet); + + /* Spread the seed and optionally smooth to reduce noise */ + pixg1 = pixSeedspread(pixsd, 4); + pixg2 = pixBlockconv(pixg1, smoothx, smoothy); + + /* Optionally do a gamma enhancement */ + pixth = pixGammaTRC(NULL, pixg2, gamma, minval, maxval); + + /* Do the mapping and thresholding */ + if (ppixd) { + *ppixd = pixApplyVariableGrayMap(pixs, pixth, targetthresh); + if (ppixb) + *ppixb = pixThresholdToBinary(*ppixd, targetthresh); + } + else if (ppixb) + *ppixb = pixVarThresholdToBinary(pixs, pixth); + + if (ppixth) + *ppixth = pixth; + else + pixDestroy(&pixth); + + pixDestroy(&pixe); + pixDestroy(&pixet); + pixDestroy(&pixsd); + pixDestroy(&pixg1); + pixDestroy(&pixg2); + return 0; +} + + +/*------------------------------------------------------------------* + * Adaptive background normalization (flexible adaptaption) * + *------------------------------------------------------------------*/ +/*! + * \brief pixBackgroundNormFlex() + * + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] sx, sy desired tile dimensions; size may vary; + * use values between 3 and 10 + * \param[in] smoothx, smoothy half-width of convolution kernel applied to + * threshold array: use values between 1 and 3 + * \param[in] delta difference parameter in basin filling; + * use 0 to skip + * \return pixd 8 bpp, background-normalized), or NULL on error + * + * 
+ * Notes:
+ *      (1) This does adaptation flexibly to a quickly varying background.
+ *          For that reason, all input parameters should be small.
+ *      (2) sx and sy give the tile size; they should be in [5 - 7].
+ *      (3) The full width and height of the convolution kernel
+ *          are (2 * smoothx + 1) and (2 * smoothy + 1).  They
+ *          should be in [1 - 2].
+ *      (4) Basin filling is used to fill the large fg regions.  The
+ *          parameter %delta measures the height that the black
+ *          background is raised from the local minima.  By raising
+ *          the background, it is possible to threshold the large
+ *          fg regions to foreground.  If %delta is too large,
+ *          bg regions will be lifted, causing thickening of
+ *          the fg regions.  Use 0 to skip.
+ *
+ */ +PIX * +pixBackgroundNormFlex(PIX *pixs, + l_int32 sx, + l_int32 sy, + l_int32 smoothx, + l_int32 smoothy, + l_int32 delta) +{ +l_float32 scalex, scaley; +PIX *pixt, *pixsd, *pixmin, *pixbg, *pixbgi, *pixd; + + PROCNAME("pixBackgroundNormFlex"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs is colormapped", procName, NULL); + if (sx < 3 || sy < 3) + return (PIX *)ERROR_PTR("sx and/or sy less than 3", procName, NULL); + if (sx > 10 || sy > 10) + return (PIX *)ERROR_PTR("sx and/or sy exceed 10", procName, NULL); + if (smoothx < 1 || smoothy < 1) + return (PIX *)ERROR_PTR("smooth params less than 1", procName, NULL); + if (smoothx > 3 || smoothy > 3) + return (PIX *)ERROR_PTR("smooth params exceed 3", procName, NULL); + + /* Generate the bg estimate using smoothed average with subsampling */ + scalex = 1. / (l_float32)sx; + scaley = 1. / (l_float32)sy; + pixt = pixScaleSmooth(pixs, scalex, scaley); + + /* Do basin filling on the bg estimate if requested */ + if (delta <= 0) + pixsd = pixClone(pixt); + else { + pixLocalExtrema(pixt, 0, 0, &pixmin, NULL); + pixsd = pixSeedfillGrayBasin(pixmin, pixt, delta, 4); + pixDestroy(&pixmin); + } + pixbg = pixExtendByReplication(pixsd, 1, 1); + + /* Map the bg to 200 */ + pixbgi = pixGetInvBackgroundMap(pixbg, 200, smoothx, smoothy); + pixd = pixApplyInvBackgroundGrayMap(pixs, pixbgi, sx, sy); + + pixDestroy(&pixt); + pixDestroy(&pixsd); + pixDestroy(&pixbg); + pixDestroy(&pixbgi); + return pixd; +} + + +/*------------------------------------------------------------------* + * Adaptive contrast normalization * + *------------------------------------------------------------------*/ +/*! + * \brief pixContrastNorm() + * + * \param[in] pixd [optional] 8 bpp; null or equal to pixs + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] sx, sy tile dimensions + * \param[in] mindiff minimum difference to accept as valid + * \param[in] smoothx, smoothy half-width of convolution kernel applied to + * min and max arrays: use 0 for no smoothing + * \return pixd always + * + * 
+ * Notes:
+ *      (1) This function adaptively attempts to expand the contrast
+ *          to the full dynamic range in each tile.  If the contrast in
+ *          a tile is smaller than %mindiff, it uses the min and max
+ *          pixel values from neighboring tiles.  It also can use
+ *          convolution to smooth the min and max values from
+ *          neighboring tiles.  After all that processing, it is
+ *          possible that the actual pixel values in the tile are outside
+ *          the computed [min ... max] range for local contrast
+ *          normalization.  Such pixels are taken to be at either 0
+ *          (if below the min) or 255 (if above the max).
+ *      (2) pixd can be equal to pixs (in-place operation) or
+ *          null (makes a new pixd).
+ *      (3) sx and sy give the tile size; they are typically at least 20.
+ *      (4) mindiff is used to eliminate results for tiles where it is
+ *          likely that either fg or bg is missing.  A value around 50
+ *          or more is reasonable.
+ *      (5) The full width and height of the convolution kernel
+ *          are (2 * smoothx + 1) and (2 * smoothy + 1).  Some smoothing
+ *          is typically useful, and we limit the smoothing half-widths
+ *          to the range from 0 to 8.
+ *      (6) A linear TRC (gamma = 1.0) is applied to increase the contrast
+ *          in each tile.  The result can subsequently be globally corrected,
+ *          by applying pixGammaTRC() with arbitrary values of gamma
+ *          and the 0 and 255 points of the mapping.
+ *
+ */ +PIX * +pixContrastNorm(PIX *pixd, + PIX *pixs, + l_int32 sx, + l_int32 sy, + l_int32 mindiff, + l_int32 smoothx, + l_int32 smoothy) +{ +PIX *pixmin, *pixmax; + + PROCNAME("pixContrastNorm"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, pixd); + if (pixd && pixd != pixs) + return (PIX *)ERROR_PTR("pixd not null or == pixs", procName, pixd); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs is colormapped", procName, pixd); + if (sx < 5 || sy < 5) + return (PIX *)ERROR_PTR("sx and/or sy less than 5", procName, pixd); + if (smoothx < 0 || smoothy < 0) + return (PIX *)ERROR_PTR("smooth params less than 0", procName, pixd); + if (smoothx > 8 || smoothy > 8) + return (PIX *)ERROR_PTR("smooth params exceed 8", procName, pixd); + + /* Get the min and max pixel values in each tile, and represent + * each value as a pixel in pixmin and pixmax, respectively. */ + pixMinMaxTiles(pixs, sx, sy, mindiff, smoothx, smoothy, &pixmin, &pixmax); + + /* For each tile, do a linear expansion of the dynamic range + * of pixels so that the min value is mapped to 0 and the + * max value is mapped to 255. */ + pixd = pixLinearTRCTiled(pixd, pixs, sx, sy, pixmin, pixmax); + + pixDestroy(&pixmin); + pixDestroy(&pixmax); + return pixd; +} + + +/*! + * \brief pixMinMaxTiles() + * + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] sx, sy tile dimensions + * \param[in] mindiff minimum difference to accept as valid + * \param[in] smoothx, smoothy half-width of convolution kernel applied to + * min and max arrays: use 0 for no smoothing + * \param[out] ppixmin tiled minima + * \param[out] ppixmax tiled maxima + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This computes filtered and smoothed values for the min and
+ *          max pixel values in each tile of the image.
+ *      (2) See pixContrastNorm() for usage.
+ *
+ */ +l_ok +pixMinMaxTiles(PIX *pixs, + l_int32 sx, + l_int32 sy, + l_int32 mindiff, + l_int32 smoothx, + l_int32 smoothy, + PIX **ppixmin, + PIX **ppixmax) +{ +l_int32 w, h; +PIX *pixmin1, *pixmax1, *pixmin2, *pixmax2; + + PROCNAME("pixMinMaxTiles"); + + if (ppixmin) *ppixmin = NULL; + if (ppixmax) *ppixmax = NULL; + if (!ppixmin || !ppixmax) + return ERROR_INT("&pixmin or &pixmax undefined", procName, 1); + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs undefined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is colormapped", procName, 1); + if (sx < 5 || sy < 5) + return ERROR_INT("sx and/or sy less than 3", procName, 1); + if (smoothx < 0 || smoothy < 0) + return ERROR_INT("smooth params less than 0", procName, 1); + if (smoothx > 5 || smoothy > 5) + return ERROR_INT("smooth params exceed 5", procName, 1); + + /* Get the min and max values in each tile */ + pixmin1 = pixScaleGrayMinMax(pixs, sx, sy, L_CHOOSE_MIN); + pixmax1 = pixScaleGrayMinMax(pixs, sx, sy, L_CHOOSE_MAX); + + pixmin2 = pixExtendByReplication(pixmin1, 1, 1); + pixmax2 = pixExtendByReplication(pixmax1, 1, 1); + pixDestroy(&pixmin1); + pixDestroy(&pixmax1); + + /* Make sure no value is 0 */ + pixAddConstantGray(pixmin2, 1); + pixAddConstantGray(pixmax2, 1); + + /* Generate holes where the contrast is too small */ + pixSetLowContrast(pixmin2, pixmax2, mindiff); + + /* Fill the holes (0 values) */ + pixGetDimensions(pixmin2, &w, &h, NULL); + pixFillMapHoles(pixmin2, w, h, L_FILL_BLACK); + pixFillMapHoles(pixmax2, w, h, L_FILL_BLACK); + + /* Smooth if requested */ + if (smoothx > 0 || smoothy > 0) { + smoothx = L_MIN(smoothx, (w - 1) / 2); + smoothy = L_MIN(smoothy, (h - 1) / 2); + *ppixmin = pixBlockconv(pixmin2, smoothx, smoothy); + *ppixmax = pixBlockconv(pixmax2, smoothx, smoothy); + } + else { + *ppixmin = pixClone(pixmin2); + *ppixmax = pixClone(pixmax2); + } + pixCopyResolution(*ppixmin, pixs); + pixCopyResolution(*ppixmax, pixs); + pixDestroy(&pixmin2); + pixDestroy(&pixmax2); + + return 0; +} + + +/*! + * \brief pixSetLowContrast() + * + * \param[in] pixs1 8 bpp + * \param[in] pixs2 8 bpp + * \param[in] mindiff minimum difference to accept as valid + * \return 0 if OK; 1 if no pixel diffs are large enough, or on error + * + * 
+ * Notes:
+ *      (1) This compares corresponding pixels in pixs1 and pixs2.
+ *          When they differ by less than %mindiff, set the pixel
+ *          values to 0 in each.  Each pixel typically represents a tile
+ *          in a larger image, and a very small difference between
+ *          the min and max in the tile indicates that the min and max
+ *          values are not to be trusted.
+ *      (2) If contrast (pixel difference) detection is expected to fail,
+ *          caller should check return value.
+ *
+ */ +l_ok +pixSetLowContrast(PIX *pixs1, + PIX *pixs2, + l_int32 mindiff) +{ +l_int32 i, j, w, h, d, wpl, val1, val2, found; +l_uint32 *data1, *data2, *line1, *line2; + + PROCNAME("pixSetLowContrast"); + + if (!pixs1 || !pixs2) + return ERROR_INT("pixs1 and pixs2 not both defined", procName, 1); + if (pixSizesEqual(pixs1, pixs2) == 0) + return ERROR_INT("pixs1 and pixs2 not equal size", procName, 1); + pixGetDimensions(pixs1, &w, &h, &d); + if (d != 8) + return ERROR_INT("depth not 8 bpp", procName, 1); + if (mindiff > 254) return 0; + + data1 = pixGetData(pixs1); + data2 = pixGetData(pixs2); + wpl = pixGetWpl(pixs1); + found = 0; /* init to not finding any diffs >= mindiff */ + for (i = 0; i < h; i++) { + line1 = data1 + i * wpl; + line2 = data2 + i * wpl; + for (j = 0; j < w; j++) { + val1 = GET_DATA_BYTE(line1, j); + val2 = GET_DATA_BYTE(line2, j); + if (L_ABS(val1 - val2) >= mindiff) { + found = 1; + break; + } + } + if (found) break; + } + if (!found) { + L_WARNING("no pixel pair diffs as large as mindiff\n", procName); + pixClearAll(pixs1); + pixClearAll(pixs2); + return 1; + } + + for (i = 0; i < h; i++) { + line1 = data1 + i * wpl; + line2 = data2 + i * wpl; + for (j = 0; j < w; j++) { + val1 = GET_DATA_BYTE(line1, j); + val2 = GET_DATA_BYTE(line2, j); + if (L_ABS(val1 - val2) < mindiff) { + SET_DATA_BYTE(line1, j, 0); + SET_DATA_BYTE(line2, j, 0); + } + } + } + + return 0; +} + + +/*! + * \brief pixLinearTRCTiled() + * + * \param[in] pixd [optional] 8 bpp + * \param[in] pixs 8 bpp, not colormapped + * \param[in] sx, sy tile dimensions + * \param[in] pixmin pix of min values in tiles + * \param[in] pixmax pix of max values in tiles + * \return pixd always + * + * 
+ * Notes:
+ *      (1) pixd can be equal to pixs (in-place operation) or
+ *          null (makes a new pixd).
+ *      (2) sx and sy give the tile size; they are typically at least 20.
+ *      (3) pixmin and pixmax are generated by pixMinMaxTiles()
+ *      (4) For each tile, this does a linear expansion of the dynamic
+ *          range so that the min value in the tile becomes 0 and the
+ *          max value in the tile becomes 255.
+ *      (5) The LUTs that do the mapping are generated as needed
+ *          and stored for reuse in an integer array within the ptr array iaa[].
+ *
+ */ +PIX * +pixLinearTRCTiled(PIX *pixd, + PIX *pixs, + l_int32 sx, + l_int32 sy, + PIX *pixmin, + PIX *pixmax) +{ +l_int32 i, j, k, m, w, h, wt, ht, wpl, wplt, xoff, yoff; +l_int32 minval, maxval, val, sval; +l_int32 *ia; +l_int32 **iaa; +l_uint32 *data, *datamin, *datamax, *line, *tline, *linemin, *linemax; + + PROCNAME("pixLinearTRCTiled"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, pixd); + if (pixd && pixd != pixs) + return (PIX *)ERROR_PTR("pixd not null or == pixs", procName, pixd); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs is colormapped", procName, pixd); + if (!pixmin || !pixmax) + return (PIX *)ERROR_PTR("pixmin & pixmax not defined", procName, pixd); + if (sx < 5 || sy < 5) + return (PIX *)ERROR_PTR("sx and/or sy less than 5", procName, pixd); + + if ((iaa = (l_int32 **)LEPT_CALLOC(256, sizeof(l_int32 *))) == NULL) + return (PIX *)ERROR_PTR("iaa not made", procName, NULL); + if ((pixd = pixCopy(pixd, pixs)) == NULL) { + LEPT_FREE(iaa); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + pixGetDimensions(pixd, &w, &h, NULL); + + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + datamin = pixGetData(pixmin); + datamax = pixGetData(pixmax); + wplt = pixGetWpl(pixmin); + pixGetDimensions(pixmin, &wt, &ht, NULL); + for (i = 0; i < ht; i++) { + line = data + sy * i * wpl; + linemin = datamin + i * wplt; + linemax = datamax + i * wplt; + yoff = sy * i; + for (j = 0; j < wt; j++) { + xoff = sx * j; + minval = GET_DATA_BYTE(linemin, j); + maxval = GET_DATA_BYTE(linemax, j); + if (maxval == minval) { + L_ERROR("shouldn't happen! i,j = %d,%d, minval = %d\n", + procName, i, j, minval); + continue; + } + if ((ia = iaaGetLinearTRC(iaa, maxval - minval)) == NULL) { + L_ERROR("failure to make ia for j = %d!\n", procName, j); + continue; + } + for (k = 0; k < sy && yoff + k < h; k++) { + tline = line + k * wpl; + for (m = 0; m < sx && xoff + m < w; m++) { + val = GET_DATA_BYTE(tline, xoff + m); + sval = val - minval; + sval = L_MAX(0, sval); + SET_DATA_BYTE(tline, xoff + m, ia[sval]); + } + } + } + } + + for (i = 0; i < 256; i++) + LEPT_FREE(iaa[i]); + LEPT_FREE(iaa); + return pixd; +} + + +/*! + * \brief iaaGetLinearTRC() + * + * \param[in] iaa bare array of ptrs to l_int32 + * \param[in] diff between min and max pixel values that are + * to be mapped to 0 and 255 + * \return ia LUT with input (val - minval) and output a + * value between 0 and 255) + */ +static l_int32 * +iaaGetLinearTRC(l_int32 **iaa, + l_int32 diff) +{ +l_int32 i; +l_int32 *ia; +l_float32 factor; + + PROCNAME("iaaGetLinearTRC"); + + if (!iaa) + return (l_int32 *)ERROR_PTR("iaa not defined", procName, NULL); + + if (iaa[diff] != NULL) /* already have it */ + return iaa[diff]; + + if ((ia = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32))) == NULL) + return (l_int32 *)ERROR_PTR("ia not made", procName, NULL); + iaa[diff] = ia; + if (diff == 0) { /* shouldn't happen */ + for (i = 0; i < 256; i++) + ia[i] = 128; + } + else { + factor = 255. / (l_float32)diff; + for (i = 0; i < diff + 1; i++) + ia[i] = (l_int32)(factor * i + 0.5); + for (i = diff + 1; i < 256; i++) + ia[i] = 255; + } + + return ia; +} diff --git a/3rdparty/hgOCR/leptonica/affine.c b/3rdparty/hgOCR/leptonica/affine.c new file mode 100644 index 00000000..10cb873d --- /dev/null +++ b/3rdparty/hgOCR/leptonica/affine.c @@ -0,0 +1,1622 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file affine.c + * 
+ *
+ *      Affine (3 pt) image transformation using a sampled
+ *      (to nearest integer) transform on each dest point
+ *           PIX        *pixAffineSampledPta()
+ *           PIX        *pixAffineSampled()
+ *
+ *      Affine (3 pt) image transformation using interpolation
+ *      (or area mapping) for anti-aliasing images that are
+ *      2, 4, or 8 bpp gray, or colormapped, or 32 bpp RGB
+ *           PIX        *pixAffinePta()
+ *           PIX        *pixAffine()
+ *           PIX        *pixAffinePtaColor()
+ *           PIX        *pixAffineColor()
+ *           PIX        *pixAffinePtaGray()
+ *           PIX        *pixAffineGray()
+ *
+ *      Affine transform including alpha (blend) component
+ *           PIX        *pixAffinePtaWithAlpha()
+ *
+ *      Affine coordinate transformation
+ *           l_int32     getAffineXformCoeffs()
+ *           l_int32     affineInvertXform()
+ *           l_int32     affineXformSampledPt()
+ *           l_int32     affineXformPt()
+ *
+ *      Interpolation helper functions
+ *           l_int32     linearInterpolatePixelGray()
+ *           l_int32     linearInterpolatePixelColor()
+ *
+ *      Gauss-jordan linear equation solver
+ *           l_int32     gaussjordan()
+ *
+ *      Affine image transformation using a sequence of
+ *      shear/scale/translation operations
+ *           PIX        *pixAffineSequential()
+ *
+ *      One can define a coordinate space by the location of the origin,
+ *      the orientation of x and y axes, and the unit scaling along
+ *      each axis.  An affine transform is a general linear
+ *      transformation from one coordinate space to another.
+ *
+ *      For the general case, we can define the affine transform using
+ *      two sets of three (noncollinear) points in a plane.  One set
+ *      corresponds to the input (src) coordinate space; the other to the
+ *      transformed (dest) coordinate space.  Each point in the
+ *      src corresponds to one of the points in the dest.  With two
+ *      sets of three points, we get a set of 6 equations in 6 unknowns
+ *      that specifies the mapping between the coordinate spaces.
+ *      The interface here allows you to specify either the corresponding
+ *      sets of 3 points, or the transform itself (as a vector of 6
+ *      coefficients).
+ *
+ *      Given the transform as a vector of 6 coefficients, we can compute
+ *      both a a pointwise affine coordinate transformation and an
+ *      affine image transformation.
+ *
+ *      To compute the coordinate transform, we need the coordinate
+ *      value (x',y') in the transformed space for any point (x,y)
+ *      in the original space.  To derive this transform from the
+ *      three corresponding points, it is convenient to express the affine
+ *      coordinate transformation using an LU decomposition of
+ *      a set of six linear equations that express the six coordinates
+ *      of the three points in the transformed space as a function of
+ *      the six coordinates in the original space.  Once we have
+ *      this transform matrix , we can transform an image by
+ *      finding, for each destination pixel, the pixel (or pixels)
+ *      in the source that give rise to it.
+ *
+ *      This 'pointwise' transformation can be done either by sampling
+ *      and picking a single pixel in the src to replicate into the dest,
+ *      or by interpolating (or averaging) over four src pixels to
+ *      determine the value of the dest pixel.  The first method is
+ *      implemented by pixAffineSampled() and the second method by
+ *      pixAffine().  The interpolated method can only be used for
+ *      images with more than 1 bpp, but for these, the image quality
+ *      is significantly better than the sampled method, due to
+ *      the 'antialiasing' effect of weighting the src pixels.
+ *
+ *      Interpolation works well when there is relatively little scaling,
+ *      or if there is image expansion in general.  However, if there
+ *      is significant image reduction, one should apply a low-pass
+ *      filter before subsampling to avoid aliasing the high frequencies.
+ *
+ *      A typical application might be to align two images, which
+ *      may be scaled, rotated and translated versions of each other.
+ *      Through some pre-processing, three corresponding points are
+ *      located in each of the two images.  One of the images is
+ *      then to be (affine) transformed to align with the other.
+ *      As mentioned, the standard way to do this is to use three
+ *      sets of points, compute the 6 transformation coefficients
+ *      from these points that describe the linear transformation,
+ *
+ *          x' = ax + by + c
+ *          y' = dx + ey + f
+ *
+ *      and use this in a pointwise manner to transform the image.
+ *
+ *      N.B.  Be sure to see the comment in getAffineXformCoeffs(),
+ *      regarding using the inverse of the affine transform for points
+ *      to transform images.
+ *
+ *      There is another way to do this transformation; namely,
+ *      by doing a sequence of simple affine transforms, without
+ *      computing directly the affine coordinate transformation.
+ *      We have at our disposal (1) translations (using rasterop),
+ *      (2) horizontal and vertical shear about any horizontal and vertical
+ *      line, respectively, and (3) non-isotropic scaling by two
+ *      arbitrary x and y scaling factors.  We also have rotation
+ *      about an arbitrary point, but this is equivalent to a set
+ *      of three shears so we do not need to use it.
+ *
+ *      Why might we do this?  For binary images, it is usually
+ *      more efficient to do such transformations by a sequence
+ *      of word parallel operations.  Shear and translation can be
+ *      done in-place and word parallel; arbitrary scaling is
+ *      mostly pixel-wise.
+ *
+ *      Suppose that we are transforming image 1 to correspond to image 2.
+ *      We have a set of three points, describing the coordinate space
+ *      embedded in image 1, and we need to transform image 1 until
+ *      those three points exactly correspond to the new coordinate space
+ *      defined by the second set of three points.  In our image
+ *      matching application, the latter set of three points was
+ *      found to be the corresponding points in image 2.
+ *
+ *      The most elegant way I can think of to do such a sequential
+ *      implementation is to imagine that we're going to transform
+ *      BOTH images until they're aligned.  (We don't really want
+ *      to transform both, because in fact we may only have one image
+ *      that is undergoing a general affine transformation.)
+ *
+ *      Choose the 3 corresponding points as follows:
+ *         ~ The 1st point is an origin
+ *         ~ The 2nd point gives the orientation and scaling of the
+ *           "x" axis with respect to the origin
+ *         ~ The 3rd point does likewise for the "y" axis.
+ *      These "axes" must not be collinear; otherwise they are
+ *      arbitrary (although some strange things will happen if
+ *      the handedness sweeping through the minimum angle between
+ *      the axes is opposite).
+ *
+ *      An important constraint is that we have shear operations
+ *      about an arbitrary horizontal or vertical line, but always
+ *      parallel to the x or y axis.  If we continue to pretend that
+ *      we have an unprimed coordinate space embedded in image 1 and
+ *      a primed coordinate space embedded in image 2, we imagine
+ *      (a) transforming image 1 by horizontal and vertical shears about
+ *      point 1 to align points 3 and 2 along the y and x axes,
+ *      respectively, and (b) transforming image 2 by horizontal and
+ *      vertical shears about point 1' to align points 3' and 2' along
+ *      the y and x axes.  Then we scale image 1 so that the distances
+ *      from 1 to 2 and from 1 to 3 are equal to the distances in
+ *      image 2 from 1' to 2' and from 1' to 3'.  This scaling operation
+ *      leaves the true image origin, at (0,0) invariant, and will in
+ *      general translate point 1.  The original points 1 and 1' will
+ *      typically not coincide in any event, so we must translate
+ *      the origin of image 1, at its current point 1, to the origin
+ *      of image 2 at 1'.  The images should now be aligned.  But
+ *      because we never really transformed image 2 (and image 2 may
+ *      not even exist), we now perform  on image 1 the reverse of
+ *      the shear transforms that we imagined doing on image 2;
+ *      namely, the negative vertical shear followed by the negative
+ *      horizontal shear.  Image 1 should now have its transformed
+ *      unprimed coordinates aligned with the original primed
+ *      coordinates.  In all this, it is only necessary to keep track
+ *      of the shear angles and translations of points during the shears.
+ *      What has been accomplished is a general affine transformation
+ *      on image 1.
+ *
+ *      Having described all this, if you are going to use an
+ *      affine transformation in an application, this is what you
+ *      need to know:
+ *
+ *          (1) You should NEVER use the sequential method, because
+ *              the image quality for 1 bpp text is much poorer
+ *              (even though it is about 2x faster than the pointwise sampled
+ *              method), and for images with depth greater than 1, it is
+ *              nearly 20x slower than the pointwise sampled method
+ *              and over 10x slower than the pointwise interpolated method!
+ *              The sequential method is given here for purely
+ *              pedagogical reasons.
+ *
+ *          (2) For 1 bpp images, use the pointwise sampled function
+ *              pixAffineSampled().  For all other images, the best
+ *              quality results result from using the pointwise
+ *              interpolated function pixAffinePta() or pixAffine();
+ *              the cost is less than a doubling of the computation time
+ *              with respect to the sampled function.  If you use
+ *              interpolation on colormapped images, the colormap will
+ *              be removed, resulting in either a grayscale or color
+ *              image, depending on the values in the colormap.
+ *              If you want to retain the colormap, use pixAffineSampled().
+ *
+ *      Typical relative timing of pointwise transforms (sampled = 1.0):
+ *      8 bpp:   sampled        1.0
+ *               interpolated   1.6
+ *      32 bpp:  sampled        1.0
+ *               interpolated   1.8
+ *      Additionally, the computation time/pixel is nearly the same
+ *      for 8 bpp and 32 bpp, for both sampled and interpolated.
+ *
+ */ + + +#include +#include +#include "allheaders.h" + +extern l_float32 AlphaMaskBorderVals[2]; + +#ifndef NO_CONSOLE_IO +#define DEBUG 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*-------------------------------------------------------------* + * Sampled affine image transformation * + *-------------------------------------------------------------*/ +/*! + * \brief pixAffineSampledPta() + * + * \param[in] pixs all depths + * \param[in] ptad 3 pts of final coordinate space + * \param[in] ptas 3 pts of initial coordinate space + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary.
+ *      (2) Retains colormap, which you can do for a sampled transform..
+ *      (3) The 3 points must not be collinear.
+ *      (4) The order of the 3 points is arbitrary; however, to compare
+ *          with the sequential transform they must be in these locations
+ *          and in this order: origin, x-axis, y-axis.
+ *      (5) For 1 bpp images, this has much better quality results
+ *          than pixAffineSequential(), particularly for text.
+ *          It is about 3x slower, but does not require additional
+ *          border pixels.  The poor quality of pixAffineSequential()
+ *          is due to repeated quantized transforms.  It is strongly
+ *          recommended that pixAffineSampled() be used for 1 bpp images.
+ *      (6) For 8 or 32 bpp, much better quality is obtained by the
+ *          somewhat slower pixAffinePta().  See that function
+ *          for relative timings between sampled and interpolated.
+ *      (7) To repeat, use of the sequential transform,
+ *          pixAffineSequential(), for any images, is discouraged.
+ *
+ */ +PIX * +pixAffineSampledPta(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_int32 incolor) +{ +l_float32 *vc; +PIX *pixd; + + PROCNAME("pixAffineSampledPta"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK) + return (PIX *)ERROR_PTR("invalid incolor", procName, NULL); + if (ptaGetCount(ptas) != 3) + return (PIX *)ERROR_PTR("ptas count not 3", procName, NULL); + if (ptaGetCount(ptad) != 3) + return (PIX *)ERROR_PTR("ptad count not 3", procName, NULL); + + /* Get backwards transform from dest to src, and apply it */ + getAffineXformCoeffs(ptad, ptas, &vc); + pixd = pixAffineSampled(pixs, vc, incolor); + LEPT_FREE(vc); + + return pixd; +} + + +/*! + * \brief pixAffineSampled() + * + * \param[in] pixs all depths + * \param[in] vc vector of 6 coefficients for affine transformation + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary.
+ *      (2) Retains colormap, which you can do for a sampled transform..
+ *      (3) For 8 or 32 bpp, much better quality is obtained by the
+ *          somewhat slower pixAffine().  See that function
+ *          for relative timings between sampled and interpolated.
+ *
+ */ +PIX * +pixAffineSampled(PIX *pixs, + l_float32 *vc, + l_int32 incolor) +{ +l_int32 i, j, w, h, d, x, y, wpls, wpld, color, cmapindex; +l_uint32 val; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixAffineSampled"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK) + return (PIX *)ERROR_PTR("invalid incolor", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1 && d != 2 && d != 4 && d != 8 && d != 32) + return (PIX *)ERROR_PTR("depth not 1, 2, 4, 8 or 16", procName, NULL); + + /* Init all dest pixels to color to be brought in from outside */ + pixd = pixCreateTemplate(pixs); + if ((cmap = pixGetColormap(pixs)) != NULL) { + if (incolor == L_BRING_IN_WHITE) + color = 1; + else + color = 0; + pixcmapAddBlackOrWhite(cmap, color, &cmapindex); + pixSetAllArbitrary(pixd, cmapindex); + } else { + if ((d == 1 && incolor == L_BRING_IN_WHITE) || + (d > 1 && incolor == L_BRING_IN_BLACK)) { + pixClearAll(pixd); + } else { + pixSetAll(pixd); + } + } + + /* Scan over the dest pixels */ + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + affineXformSampledPt(vc, j, i, &x, &y); + if (x < 0 || y < 0 || x >=w || y >= h) + continue; + lines = datas + y * wpls; + if (d == 1) { + val = GET_DATA_BIT(lines, x); + SET_DATA_BIT_VAL(lined, j, val); + } else if (d == 8) { + val = GET_DATA_BYTE(lines, x); + SET_DATA_BYTE(lined, j, val); + } else if (d == 32) { + lined[j] = lines[x]; + } else if (d == 2) { + val = GET_DATA_DIBIT(lines, x); + SET_DATA_DIBIT(lined, j, val); + } else if (d == 4) { + val = GET_DATA_QBIT(lines, x); + SET_DATA_QBIT(lined, j, val); + } + } + } + + return pixd; +} + + +/*---------------------------------------------------------------------* + * Interpolated affine image transformation * + *---------------------------------------------------------------------*/ +/*! + * \brief pixAffinePta() + * + * \param[in] pixs all depths; colormap ok + * \param[in] ptad 3 pts of final coordinate space + * \param[in] ptas 3 pts of initial coordinate space + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary
+ *      (2) Removes any existing colormap, if necessary, before transforming
+ *
+ */ +PIX * +pixAffinePta(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_int32 incolor) +{ +l_int32 d; +l_uint32 colorval; +PIX *pixt1, *pixt2, *pixd; + + PROCNAME("pixAffinePta"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK) + return (PIX *)ERROR_PTR("invalid incolor", procName, NULL); + if (ptaGetCount(ptas) != 3) + return (PIX *)ERROR_PTR("ptas count not 3", procName, NULL); + if (ptaGetCount(ptad) != 3) + return (PIX *)ERROR_PTR("ptad count not 3", procName, NULL); + + if (pixGetDepth(pixs) == 1) + return pixAffineSampledPta(pixs, ptad, ptas, incolor); + + /* Remove cmap if it exists, and unpack to 8 bpp if necessary */ + pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC); + d = pixGetDepth(pixt1); + if (d < 8) + pixt2 = pixConvertTo8(pixt1, FALSE); + else + pixt2 = pixClone(pixt1); + d = pixGetDepth(pixt2); + + /* Compute actual color to bring in from edges */ + colorval = 0; + if (incolor == L_BRING_IN_WHITE) { + if (d == 8) + colorval = 255; + else /* d == 32 */ + colorval = 0xffffff00; + } + + if (d == 8) + pixd = pixAffinePtaGray(pixt2, ptad, ptas, colorval); + else /* d == 32 */ + pixd = pixAffinePtaColor(pixt2, ptad, ptas, colorval); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return pixd; +} + + +/*! + * \brief pixAffine() + * + * \param[in] pixs all depths; colormap ok + * \param[in] vc vector of 6 coefficients for affine transformation + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary
+ *      (2) Removes any existing colormap, if necessary, before transforming
+ *
+ */ +PIX * +pixAffine(PIX *pixs, + l_float32 *vc, + l_int32 incolor) +{ +l_int32 d; +l_uint32 colorval; +PIX *pixt1, *pixt2, *pixd; + + PROCNAME("pixAffine"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + + if (pixGetDepth(pixs) == 1) + return pixAffineSampled(pixs, vc, incolor); + + /* Remove cmap if it exists, and unpack to 8 bpp if necessary */ + pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC); + d = pixGetDepth(pixt1); + if (d < 8) + pixt2 = pixConvertTo8(pixt1, FALSE); + else + pixt2 = pixClone(pixt1); + d = pixGetDepth(pixt2); + + /* Compute actual color to bring in from edges */ + colorval = 0; + if (incolor == L_BRING_IN_WHITE) { + if (d == 8) + colorval = 255; + else /* d == 32 */ + colorval = 0xffffff00; + } + + if (d == 8) + pixd = pixAffineGray(pixt2, vc, colorval); + else /* d == 32 */ + pixd = pixAffineColor(pixt2, vc, colorval); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return pixd; +} + + +/*! + * \brief pixAffinePtaColor() + * + * \param[in] pixs 32 bpp + * \param[in] ptad 3 pts of final coordinate space + * \param[in] ptas 3 pts of initial coordinate space + * \param[in] colorval e.g.: 0 to bring in BLACK, 0xffffff00 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixAffinePtaColor(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_uint32 colorval) +{ +l_float32 *vc; +PIX *pixd; + + PROCNAME("pixAffinePtaColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL); + if (ptaGetCount(ptas) != 3) + return (PIX *)ERROR_PTR("ptas count not 3", procName, NULL); + if (ptaGetCount(ptad) != 3) + return (PIX *)ERROR_PTR("ptad count not 3", procName, NULL); + + /* Get backwards transform from dest to src, and apply it */ + getAffineXformCoeffs(ptad, ptas, &vc); + pixd = pixAffineColor(pixs, vc, colorval); + LEPT_FREE(vc); + + return pixd; +} + + +/*! + * \brief pixAffineColor() + * + * \param[in] pixs 32 bpp + * \param[in] vc vector of 6 coefficients for affine transformation + * \param[in] colorval e.g.: 0 to bring in BLACK, 0xffffff00 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixAffineColor(PIX *pixs, + l_float32 *vc, + l_uint32 colorval) +{ +l_int32 i, j, w, h, d, wpls, wpld; +l_uint32 val; +l_uint32 *datas, *datad, *lined; +l_float32 x, y; +PIX *pix1, *pix2, *pixd; + + PROCNAME("pixAffineColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + pixd = pixCreateTemplate(pixs); + pixSetAllArbitrary(pixd, colorval); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Iterate over destination pixels */ + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + /* Compute float src pixel location corresponding to (i,j) */ + affineXformPt(vc, j, i, &x, &y); + linearInterpolatePixelColor(datas, wpls, w, h, x, y, colorval, + &val); + *(lined + j) = val; + } + } + + /* If rgba, transform the pixs alpha channel and insert in pixd */ + if (pixGetSpp(pixs) == 4) { + pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL); + pix2 = pixAffineGray(pix1, vc, 255); /* bring in opaque */ + pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + return pixd; +} + + +/*! + * \brief pixAffinePtaGray() + * + * \param[in] pixs 8 bpp + * \param[in] ptad 3 pts of final coordinate space + * \param[in] ptas 3 pts of initial coordinate space + * \param[in] grayval e.g.: 0 to bring in BLACK, 255 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixAffinePtaGray(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_uint8 grayval) +{ +l_float32 *vc; +PIX *pixd; + + PROCNAME("pixAffinePtaGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL); + if (ptaGetCount(ptas) != 3) + return (PIX *)ERROR_PTR("ptas count not 3", procName, NULL); + if (ptaGetCount(ptad) != 3) + return (PIX *)ERROR_PTR("ptad count not 3", procName, NULL); + + /* Get backwards transform from dest to src, and apply it */ + getAffineXformCoeffs(ptad, ptas, &vc); + pixd = pixAffineGray(pixs, vc, grayval); + LEPT_FREE(vc); + + return pixd; +} + + + +/*! + * \brief pixAffineGray() + * + * \param[in] pixs 8 bpp + * \param[in] vc vector of 6 coefficients for affine transformation + * \param[in] grayval e.g.: 0 to bring in BLACK, 255 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixAffineGray(PIX *pixs, + l_float32 *vc, + l_uint8 grayval) +{ +l_int32 i, j, w, h, wpls, wpld, val; +l_uint32 *datas, *datad, *lined; +l_float32 x, y; +PIX *pixd; + + PROCNAME("pixAffineGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + pixd = pixCreateTemplate(pixs); + pixSetAllArbitrary(pixd, grayval); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Iterate over destination pixels */ + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + /* Compute float src pixel location corresponding to (i,j) */ + affineXformPt(vc, j, i, &x, &y); + linearInterpolatePixelGray(datas, wpls, w, h, x, y, grayval, &val); + SET_DATA_BYTE(lined, j, val); + } + } + + return pixd; +} + + +/*---------------------------------------------------------------------------* + * Affine transform including alpha (blend) component * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixAffinePtaWithAlpha() + * + * \param[in] pixs 32 bpp rgb + * \param[in] ptad 3 pts of final coordinate space + * \param[in] ptas 3 pts of initial coordinate space + * \param[in] pixg [optional] 8 bpp, can be null + * \param[in] fract between 0.0 and 1.0, with 0.0 fully transparent + * and 1.0 fully opaque + * \param[in] border of pixels added to capture transformed source pixels + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The alpha channel is transformed separately from pixs,
+ *          and aligns with it, being fully transparent outside the
+ *          boundary of the transformed pixs.  For pixels that are fully
+ *          transparent, a blending function like pixBlendWithGrayMask()
+ *          will give zero weight to corresponding pixels in pixs.
+ *      (2) If pixg is NULL, it is generated as an alpha layer that is
+ *          partially opaque, using %fract.  Otherwise, it is cropped
+ *          to pixs if required and %fract is ignored.  The alpha channel
+ *          in pixs is never used.
+ *      (3) Colormaps are removed.
+ *      (4) When pixs is transformed, it doesn't matter what color is brought
+ *          in because the alpha channel will be transparent (0) there.
+ *      (5) To avoid losing source pixels in the destination, it may be
+ *          necessary to add a border to the source pix before doing
+ *          the affine transformation.  This can be any non-negative number.
+ *      (6) The input %ptad and %ptas are in a coordinate space before
+ *          the border is added.  Internally, we compensate for this
+ *          before doing the affine transform on the image after the border
+ *          is added.
+ *      (7) The default setting for the border values in the alpha channel
+ *          is 0 (transparent) for the outermost ring of pixels and
+ *          (0.5 * fract * 255) for the second ring.  When blended over
+ *          a second image, this
+ *          (a) shrinks the visible image to make a clean overlap edge
+ *              with an image below, and
+ *          (b) softens the edges by weakening the aliasing there.
+ *          Use l_setAlphaMaskBorder() to change these values.
+ *
+ */ +PIX * +pixAffinePtaWithAlpha(PIX *pixs, + PTA *ptad, + PTA *ptas, + PIX *pixg, + l_float32 fract, + l_int32 border) +{ +l_int32 ws, hs, d; +PIX *pixd, *pixb1, *pixb2, *pixg2, *pixga; +PTA *ptad2, *ptas2; + + PROCNAME("pixAffinePtaWithAlpha"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &ws, &hs, &d); + if (d != 32 && pixGetColormap(pixs) == NULL) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + if (pixg && pixGetDepth(pixg) != 8) { + L_WARNING("pixg not 8 bpp; using 'fract' transparent alpha\n", + procName); + pixg = NULL; + } + if (!pixg && (fract < 0.0 || fract > 1.0)) { + L_WARNING("invalid fract; using 1.0 (fully transparent)\n", procName); + fract = 1.0; + } + if (!pixg && fract == 0.0) + L_WARNING("fully opaque alpha; image will not be blended\n", procName); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + + /* Add border; the color doesn't matter */ + pixb1 = pixAddBorder(pixs, border, 0); + + /* Transform the ptr arrays to work on the bordered image */ + ptad2 = ptaTransform(ptad, border, border, 1.0, 1.0); + ptas2 = ptaTransform(ptas, border, border, 1.0, 1.0); + + /* Do separate affine transform of rgb channels of pixs and of pixg */ + pixd = pixAffinePtaColor(pixb1, ptad2, ptas2, 0); + if (!pixg) { + pixg2 = pixCreate(ws, hs, 8); + if (fract == 1.0) + pixSetAll(pixg2); + else + pixSetAllArbitrary(pixg2, (l_int32)(255.0 * fract)); + } else { + pixg2 = pixResizeToMatch(pixg, NULL, ws, hs); + } + if (ws > 10 && hs > 10) { /* see note 7 */ + pixSetBorderRingVal(pixg2, 1, + (l_int32)(255.0 * fract * AlphaMaskBorderVals[0])); + pixSetBorderRingVal(pixg2, 2, + (l_int32)(255.0 * fract * AlphaMaskBorderVals[1])); + + } + pixb2 = pixAddBorder(pixg2, border, 0); /* must be black border */ + pixga = pixAffinePtaGray(pixb2, ptad2, ptas2, 0); + pixSetRGBComponent(pixd, pixga, L_ALPHA_CHANNEL); + pixSetSpp(pixd, 4); + + pixDestroy(&pixg2); + pixDestroy(&pixb1); + pixDestroy(&pixb2); + pixDestroy(&pixga); + ptaDestroy(&ptad2); + ptaDestroy(&ptas2); + return pixd; +} + + +/*-------------------------------------------------------------* + * Affine coordinate transformation * + *-------------------------------------------------------------*/ +/*! + * \brief getAffineXformCoeffs() + * + * \param[in] ptas source 3 points; unprimed + * \param[in] ptad transformed 3 points; primed + * \param[out] pvc vector of coefficients of transform + * \return 0 if OK; 1 on error + * + * 
+ *  We have a set of six equations, describing the affine
+ *  transformation that takes 3 points ptas into 3 other
+ *  points ptad.  These equations are:
+ *
+ *          x1' = c[0]*x1 + c[1]*y1 + c[2]
+ *          y1' = c[3]*x1 + c[4]*y1 + c[5]
+ *          x2' = c[0]*x2 + c[1]*y2 + c[2]
+ *          y2' = c[3]*x2 + c[4]*y2 + c[5]
+ *          x3' = c[0]*x3 + c[1]*y3 + c[2]
+ *          y3' = c[3]*x3 + c[4]*y3 + c[5]
+ *
+ *  This can be represented as
+ *
+ *          AC = B
+ *
+ *  where B and C are column vectors
+ *
+ *          B = [ x1' y1' x2' y2' x3' y3' ]
+ *          C = [ c[0] c[1] c[2] c[3] c[4] c[5] c[6] ]
+ *
+ *  and A is the 6x6 matrix
+ *
+ *          x1   y1   1   0    0    0
+ *           0    0   0   x1   y1   1
+ *          x2   y2   1   0    0    0
+ *           0    0   0   x2   y2   1
+ *          x3   y3   1   0    0    0
+ *           0    0   0   x3   y3   1
+ *
+ *  These six equations are solved here for the coefficients C.
+ *
+ *  These six coefficients can then be used to find the dest
+ *  point x',y') corresponding to any src point (x,y, according
+ *  to the equations
+ *
+ *           x' = c[0]x + c[1]y + c[2]
+ *           y' = c[3]x + c[4]y + c[5]
+ *
+ *  that are implemented in affineXformPt.
+ *
+ *  !!!!!!!!!!!!!!!!!!   Very important   !!!!!!!!!!!!!!!!!!!!!!
+ *
+ *  When the affine transform is composed from a set of simple
+ *  operations such as translation, scaling and rotation,
+ *  it is built in a form to convert from the un-transformed src
+ *  point to the transformed dest point.  However, when an
+ *  affine transform is used on images, it is used in an inverted
+ *  way: it converts from the transformed dest point to the
+ *  un-transformed src point.  So, for example, if you transform
+ *  a boxa using transform A, to transform an image in the same
+ *  way you must use the inverse of A.
+ *
+ *  For example, if you transform a boxa with a 3x3 affine matrix
+ *  'mat', the analogous image transformation must use 'matinv':
+ * \code
+ *     boxad = boxaAffineTransform(boxas, mat);
+ *     affineInvertXform(mat, &matinv);
+ *     pixd = pixAffine(pixs, matinv, L_BRING_IN_WHITE);
+ * \endcode
+ *  !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+ *
+ */ +l_ok +getAffineXformCoeffs(PTA *ptas, + PTA *ptad, + l_float32 **pvc) +{ +l_int32 i; +l_float32 x1, y1, x2, y2, x3, y3; +l_float32 *b; /* rhs vector of primed coords X'; coeffs returned in *pvc */ +l_float32 *a[6]; /* 6x6 matrix A */ + + PROCNAME("getAffineXformCoeffs"); + + if (!ptas) + return ERROR_INT("ptas not defined", procName, 1); + if (!ptad) + return ERROR_INT("ptad not defined", procName, 1); + if (!pvc) + return ERROR_INT("&vc not defined", procName, 1); + + if ((b = (l_float32 *)LEPT_CALLOC(6, sizeof(l_float32))) == NULL) + return ERROR_INT("b not made", procName, 1); + *pvc = b; + + ptaGetPt(ptas, 0, &x1, &y1); + ptaGetPt(ptas, 1, &x2, &y2); + ptaGetPt(ptas, 2, &x3, &y3); + ptaGetPt(ptad, 0, &b[0], &b[1]); + ptaGetPt(ptad, 1, &b[2], &b[3]); + ptaGetPt(ptad, 2, &b[4], &b[5]); + + for (i = 0; i < 6; i++) + if ((a[i] = (l_float32 *)LEPT_CALLOC(6, sizeof(l_float32))) == NULL) + return ERROR_INT("a[i] not made", procName, 1); + + a[0][0] = x1; + a[0][1] = y1; + a[0][2] = 1.; + a[1][3] = x1; + a[1][4] = y1; + a[1][5] = 1.; + a[2][0] = x2; + a[2][1] = y2; + a[2][2] = 1.; + a[3][3] = x2; + a[3][4] = y2; + a[3][5] = 1.; + a[4][0] = x3; + a[4][1] = y3; + a[4][2] = 1.; + a[5][3] = x3; + a[5][4] = y3; + a[5][5] = 1.; + + gaussjordan(a, b, 6); + + for (i = 0; i < 6; i++) + LEPT_FREE(a[i]); + + return 0; +} + + +/*! + * \brief affineInvertXform() + * + * \param[in] vc vector of 6 coefficients + * \param[out] pvci inverted transform + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) The 6 affine transform coefficients are the first
+ *          two rows of a 3x3 matrix where the last row has
+ *          only a 1 in the third column.  We invert this
+ *          using gaussjordan(), and select the first 2 rows
+ *          as the coefficients of the inverse affine transform.
+ *      (2) Alternatively, we can find the inverse transform
+ *          coefficients by inverting the 2x2 submatrix,
+ *          and treating the top 2 coefficients in the 3rd column as
+ *          a RHS vector for that 2x2 submatrix.  Then the
+ *          6 inverted transform coefficients are composed of
+ *          the inverted 2x2 submatrix and the negative of the
+ *          transformed RHS vector.  Why is this so?  We have
+ *             Y = AX + R  (2 equations in 6 unknowns)
+ *          Then
+ *             X = A'Y - A'R
+ *          Gauss-jordan solves
+ *             AF = R
+ *          and puts the solution for F, which is A'R,
+ *          into the input R vector.
+ *
+ *
+ */ +l_ok +affineInvertXform(l_float32 *vc, + l_float32 **pvci) +{ +l_int32 i; +l_float32 *vci; +l_float32 *a[3]; +l_float32 b[3] = {1.0, 1.0, 1.0}; /* anything; results ignored */ + + PROCNAME("affineInvertXform"); + + if (!pvci) + return ERROR_INT("&vci not defined", procName, 1); + *pvci = NULL; + if (!vc) + return ERROR_INT("vc not defined", procName, 1); + +#if 1 + for (i = 0; i < 3; i++) + a[i] = (l_float32 *)LEPT_CALLOC(3, sizeof(l_float32)); + a[0][0] = vc[0]; + a[0][1] = vc[1]; + a[0][2] = vc[2]; + a[1][0] = vc[3]; + a[1][1] = vc[4]; + a[1][2] = vc[5]; + a[2][2] = 1.0; + gaussjordan(a, b, 3); /* this inverts matrix a */ + vci = (l_float32 *)LEPT_CALLOC(6, sizeof(l_float32)); + *pvci = vci; + vci[0] = a[0][0]; + vci[1] = a[0][1]; + vci[2] = a[0][2]; + vci[3] = a[1][0]; + vci[4] = a[1][1]; + vci[5] = a[1][2]; + for (i = 0; i < 3; i++) + LEPT_FREE(a[i]); + +#else + + /* Alternative version, inverting a 2x2 matrix */ + { l_float32 *a2[2]; + for (i = 0; i < 2; i++) + a2[i] = (l_float32 *)LEPT_CALLOC(2, sizeof(l_float32)); + a2[0][0] = vc[0]; + a2[0][1] = vc[1]; + a2[1][0] = vc[3]; + a2[1][1] = vc[4]; + b[0] = vc[2]; + b[1] = vc[5]; + gaussjordan(a2, b, 2); /* this inverts matrix a2 */ + vci = (l_float32 *)LEPT_CALLOC(6, sizeof(l_float32)); + *pvci = vci; + vci[0] = a2[0][0]; + vci[1] = a2[0][1]; + vci[2] = -b[0]; /* note sign */ + vci[3] = a2[1][0]; + vci[4] = a2[1][1]; + vci[5] = -b[1]; /* note sign */ + for (i = 0; i < 2; i++) + LEPT_FREE(a2[i]); + } +#endif + + return 0; +} + + +/*! + * \brief affineXformSampledPt() + * + * \param[in] vc vector of 6 coefficients + * \param[in] x, y initial point + * \param[out] pxp, pyp transformed point + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This finds the nearest pixel coordinates of the transformed point.
+ *      (2) It does not check ptrs for returned data!
+ *
+ */ +l_ok +affineXformSampledPt(l_float32 *vc, + l_int32 x, + l_int32 y, + l_int32 *pxp, + l_int32 *pyp) +{ + PROCNAME("affineXformSampledPt"); + + if (!vc) + return ERROR_INT("vc not defined", procName, 1); + + *pxp = (l_int32)(vc[0] * x + vc[1] * y + vc[2] + 0.5); + *pyp = (l_int32)(vc[3] * x + vc[4] * y + vc[5] + 0.5); + return 0; +} + + +/*! + * \brief affineXformPt() + * + * \param[in] vc vector of 6 coefficients + * \param[in] x, y initial point + * \param[out] pxp, pyp transformed point + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This computes the floating point location of the transformed point.
+ *      (2) It does not check ptrs for returned data!
+ *
+ */ +l_ok +affineXformPt(l_float32 *vc, + l_int32 x, + l_int32 y, + l_float32 *pxp, + l_float32 *pyp) +{ + PROCNAME("affineXformPt"); + + if (!vc) + return ERROR_INT("vc not defined", procName, 1); + + *pxp = vc[0] * x + vc[1] * y + vc[2]; + *pyp = vc[3] * x + vc[4] * y + vc[5]; + return 0; +} + + +/*-------------------------------------------------------------* + * Interpolation helper functions * + *-------------------------------------------------------------*/ +/*! + * \brief linearInterpolatePixelColor() + * + * \param[in] datas ptr to beginning of image data + * \param[in] wpls 32-bit word/line for this data array + * \param[in] w, h of image + * \param[in] x, y floating pt location for evaluation + * \param[in] colorval color brought in from the outside when the + * input x,y location is outside the image; + * in 0xrrggbb00 format) + * \param[out] pval interpolated color value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a standard linear interpolation function.  It is
+ *          equivalent to area weighting on each component, and
+ *          avoids "jaggies" when rendering sharp edges.
+ *
+ */ +l_ok +linearInterpolatePixelColor(l_uint32 *datas, + l_int32 wpls, + l_int32 w, + l_int32 h, + l_float32 x, + l_float32 y, + l_uint32 colorval, + l_uint32 *pval) +{ +l_int32 valid, xpm, ypm, xp, xp2, yp, xf, yf; +l_int32 rval, gval, bval; +l_uint32 word00, word01, word10, word11; +l_uint32 *lines; + + PROCNAME("linearInterpolatePixelColor"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = colorval; + if (!datas) + return ERROR_INT("datas not defined", procName, 1); + + /* Skip if x or y are invalid. (x,y) must be in the source image. + * Failure to detect an invalid point will cause a mem address fault. + * Occasionally, x or y will be a nan, and relational checks always + * fail for nans. Therefore we check if the point is inside the pix */ + valid = (x >= 0.0 && y >= 0.0 && x < w && y < h); + if (!valid) return 0; + + xpm = (l_int32)(16.0 * x); + ypm = (l_int32)(16.0 * y); + xp = xpm >> 4; + xp2 = xp + 1 < w ? xp + 1 : xp; + yp = ypm >> 4; + if (yp + 1 >= h) wpls = 0; + xf = xpm & 0x0f; + yf = ypm & 0x0f; + +#if DEBUG + if (xf < 0 || yf < 0) + fprintf(stderr, "xp = %d, yp = %d, xf = %d, yf = %d\n", xp, yp, xf, yf); +#endif /* DEBUG */ + + /* Do area weighting (eqiv. to linear interpolation) */ + lines = datas + yp * wpls; + word00 = *(lines + xp); + word10 = *(lines + xp2); + word01 = *(lines + wpls + xp); + word11 = *(lines + wpls + xp2); + rval = ((16 - xf) * (16 - yf) * ((word00 >> L_RED_SHIFT) & 0xff) + + xf * (16 - yf) * ((word10 >> L_RED_SHIFT) & 0xff) + + (16 - xf) * yf * ((word01 >> L_RED_SHIFT) & 0xff) + + xf * yf * ((word11 >> L_RED_SHIFT) & 0xff)) / 256; + gval = ((16 - xf) * (16 - yf) * ((word00 >> L_GREEN_SHIFT) & 0xff) + + xf * (16 - yf) * ((word10 >> L_GREEN_SHIFT) & 0xff) + + (16 - xf) * yf * ((word01 >> L_GREEN_SHIFT) & 0xff) + + xf * yf * ((word11 >> L_GREEN_SHIFT) & 0xff)) / 256; + bval = ((16 - xf) * (16 - yf) * ((word00 >> L_BLUE_SHIFT) & 0xff) + + xf * (16 - yf) * ((word10 >> L_BLUE_SHIFT) & 0xff) + + (16 - xf) * yf * ((word01 >> L_BLUE_SHIFT) & 0xff) + + xf * yf * ((word11 >> L_BLUE_SHIFT) & 0xff)) / 256; + composeRGBPixel(rval, gval, bval, pval); + return 0; +} + + +/*! + * \brief linearInterpolatePixelGray() + * + * \param[in] datas ptr to beginning of image data + * \param[in] wpls 32-bit word/line for this data array + * \param[in] w, h of image + * \param[in] x, y floating pt location for evaluation + * \param[in] grayval color brought in from the outside when the + * input x,y location is outside the image + * \param[out] pval interpolated gray value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a standard linear interpolation function.  It is
+ *          equivalent to area weighting on each component, and
+ *          avoids "jaggies" when rendering sharp edges.
+ *
+ */ +l_ok +linearInterpolatePixelGray(l_uint32 *datas, + l_int32 wpls, + l_int32 w, + l_int32 h, + l_float32 x, + l_float32 y, + l_int32 grayval, + l_int32 *pval) +{ +l_int32 valid, xpm, ypm, xp, xp2, yp, xf, yf, v00, v10, v01, v11; +l_uint32 *lines; + + PROCNAME("linearInterpolatePixelGray"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = grayval; + if (!datas) + return ERROR_INT("datas not defined", procName, 1); + + /* Skip if x or y is invalid. (x,y) must be in the source image. + * Failure to detect an invalid point will cause a mem address fault. + * Occasionally, x or y will be a nan, and relational checks always + * fail for nans. Therefore we check if the point is inside the pix */ + valid = (x >= 0.0 && y >= 0.0 && x < w && y < h); + if (!valid) return 0; + + xpm = (l_int32)(16.0 * x); + ypm = (l_int32)(16.0 * y); + xp = xpm >> 4; + xp2 = xp + 1 < w ? xp + 1 : xp; + yp = ypm >> 4; + if (yp + 1 >= h) wpls = 0; + xf = xpm & 0x0f; + yf = ypm & 0x0f; + +#if DEBUG + if (xf < 0 || yf < 0) + fprintf(stderr, "xp = %d, yp = %d, xf = %d, yf = %d\n", xp, yp, xf, yf); +#endif /* DEBUG */ + + /* Interpolate by area weighting. */ + lines = datas + yp * wpls; + v00 = (16 - xf) * (16 - yf) * GET_DATA_BYTE(lines, xp); + v10 = xf * (16 - yf) * GET_DATA_BYTE(lines, xp2); + v01 = (16 - xf) * yf * GET_DATA_BYTE(lines + wpls, xp); + v11 = xf * yf * GET_DATA_BYTE(lines + wpls, xp2); + *pval = (v00 + v01 + v10 + v11) / 256; + return 0; +} + + + +/*-------------------------------------------------------------* + * Gauss-jordan linear equation solver * + *-------------------------------------------------------------*/ +#define SWAP(a,b) {temp = (a); (a) = (b); (b) = temp;} + +/*! + * \brief gaussjordan() + * + * \param[in] a n x n matrix + * \param[in] b n x 1 right-hand side column vector + * \param[in] n dimension + * \return 0 if ok, 1 on error + * + * 
+ * Notes:
+ *      (1) There are two side-effects:
+ *          * The matrix a is transformed to its inverse A
+ *          * The rhs vector b is transformed to the solution x
+ *            of the linear equation ax = b
+ *      (2) The inverse A can then be used to solve the same equation with
+ *          different rhs vectors c by multiplication: x = Ac
+ *      (3) Adapted from "Numerical Recipes in C, Second Edition", 1992,
+ *          pp. 36-41 (gauss-jordan elimination)
+ *
+ */ +l_int32 +gaussjordan(l_float32 **a, + l_float32 *b, + l_int32 n) +{ +l_int32 i, icol, irow, j, k, col, row, success; +l_int32 *indexc, *indexr, *ipiv; +l_float32 maxval, val, pivinv, temp; + + PROCNAME("gaussjordan"); + + if (!a) + return ERROR_INT("a not defined", procName, 1); + if (!b) + return ERROR_INT("b not defined", procName, 1); + + success = TRUE; + indexc = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32)); + indexr = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32)); + ipiv = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32)); + if (!indexc || !indexr || !ipiv) { + L_ERROR("array not made\n", procName); + success = FALSE; + goto cleanup_arrays; + } + + icol = irow = 0; /* silence static checker */ + for (i = 0; i < n; i++) { + maxval = 0.0; + for (j = 0; j < n; j++) { + if (ipiv[j] != 1) { + for (k = 0; k < n; k++) { + if (ipiv[k] == 0) { + if (fabs(a[j][k]) >= maxval) { + maxval = fabs(a[j][k]); + irow = j; + icol = k; + } + } else if (ipiv[k] > 1) { + L_ERROR("singular matrix\n", procName); + success = FALSE; + goto cleanup_arrays; + } + } + } + } + ++(ipiv[icol]); + + if (irow != icol) { + for (col = 0; col < n; col++) + SWAP(a[irow][col], a[icol][col]); + SWAP(b[irow], b[icol]); + } + + indexr[i] = irow; + indexc[i] = icol; + if (a[icol][icol] == 0.0) { + L_ERROR("singular matrix\n", procName); + success = FALSE; + goto cleanup_arrays; + } + pivinv = 1.0 / a[icol][icol]; + a[icol][icol] = 1.0; + for (col = 0; col < n; col++) + a[icol][col] *= pivinv; + b[icol] *= pivinv; + + for (row = 0; row < n; row++) { + if (row != icol) { + val = a[row][icol]; + a[row][icol] = 0.0; + for (col = 0; col < n; col++) + a[row][col] -= a[icol][col] * val; + b[row] -= b[icol] * val; + } + } + } + + for (col = n - 1; col >= 0; col--) { + if (indexr[col] != indexc[col]) { + for (k = 0; k < n; k++) + SWAP(a[k][indexr[col]], a[k][indexc[col]]); + } + } + +cleanup_arrays: + LEPT_FREE(indexr); + LEPT_FREE(indexc); + LEPT_FREE(ipiv); + return (success) ? 0 : 1; +} + + +/*-------------------------------------------------------------* + * Sequential affine image transformation * + *-------------------------------------------------------------*/ +/*! + * \brief pixAffineSequential() + * + * \param[in] pixs + * \param[in] ptad 3 pts of final coordinate space + * \param[in] ptas 3 pts of initial coordinate space + * \param[in] bw pixels of additional border width during computation + * \param[in] bh pixels of additional border height during computation + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The 3 pts must not be collinear.
+ *      (2) The 3 pts must be given in this order:
+ *           ~ origin
+ *           ~ a location along the x-axis
+ *           ~ a location along the y-axis.
+ *      (3) You must guess how much border must be added so that no
+ *          pixels are lost in the transformations from src to
+ *          dest coordinate space.  (This can be calculated but it
+ *          is a lot of work!)  For coordinate spaces that are nearly
+ *          at right angles, on a 300 ppi scanned page, the addition
+ *          of 1000 pixels on each side is usually sufficient.
+ *      (4) This is here for pedagogical reasons.  It is about 3x faster
+ *          on 1 bpp images than pixAffineSampled(), but the results
+ *          on text are much inferior.
+ *
+ */ +PIX * +pixAffineSequential(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_int32 bw, + l_int32 bh) +{ +l_int32 x1, y1, x2, y2, x3, y3; /* ptas */ +l_int32 x1p, y1p, x2p, y2p, x3p, y3p; /* ptad */ +l_int32 x1sc, y1sc; /* scaled origin */ +l_float32 x2s, x2sp, scalex, scaley; +l_float32 th3, th3p, ph2, ph2p; +#if DEBUG +l_float32 rad2deg; +#endif /* DEBUG */ +PIX *pix1, *pix2, *pixd; + + PROCNAME("pixAffineSequential"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + + if (ptaGetCount(ptas) != 3) + return (PIX *)ERROR_PTR("ptas count not 3", procName, NULL); + if (ptaGetCount(ptad) != 3) + return (PIX *)ERROR_PTR("ptad count not 3", procName, NULL); + ptaGetIPt(ptas, 0, &x1, &y1); + ptaGetIPt(ptas, 1, &x2, &y2); + ptaGetIPt(ptas, 2, &x3, &y3); + ptaGetIPt(ptad, 0, &x1p, &y1p); + ptaGetIPt(ptad, 1, &x2p, &y2p); + ptaGetIPt(ptad, 2, &x3p, &y3p); + + pix1 = pix2 = pixd = NULL; + + if (y1 == y3) + return (PIX *)ERROR_PTR("y1 == y3!", procName, NULL); + if (y1p == y3p) + return (PIX *)ERROR_PTR("y1p == y3p!", procName, NULL); + + if (bw != 0 || bh != 0) { + /* resize all points and add border to pixs */ + x1 = x1 + bw; + y1 = y1 + bh; + x2 = x2 + bw; + y2 = y2 + bh; + x3 = x3 + bw; + y3 = y3 + bh; + x1p = x1p + bw; + y1p = y1p + bh; + x2p = x2p + bw; + y2p = y2p + bh; + x3p = x3p + bw; + y3p = y3p + bh; + + if ((pix1 = pixAddBorderGeneral(pixs, bw, bw, bh, bh, 0)) == NULL) + return (PIX *)ERROR_PTR("pix1 not made", procName, NULL); + } else { + pix1 = pixCopy(NULL, pixs); + } + + /*-------------------------------------------------------------* + The horizontal shear is done to move the 3rd point to the + y axis. This moves the 2nd point either towards or away + from the y axis, depending on whether it is above or below + the x axis. That motion must be computed so that we know + the angle of vertical shear to use to get the 2nd point + on the x axis. We must also know the x coordinate of the + 2nd point in order to compute how much scaling is required + to match points on the axis. + *-------------------------------------------------------------*/ + + /* Shear angles required to put src points on x and y axes */ + th3 = atan2((l_float64)(x1 - x3), (l_float64)(y1 - y3)); + x2s = (l_float32)(x2 - ((l_float32)(y1 - y2) * (x3 - x1)) / (y1 - y3)); + if (x2s == (l_float32)x1) { + L_ERROR("x2s == x1!\n", procName); + goto cleanup_pix; + } + ph2 = atan2((l_float64)(y1 - y2), (l_float64)(x2s - x1)); + + /* Shear angles required to put dest points on x and y axes. + * Use the negative of these values to instead move the + * src points from the axes to the actual dest position. + * These values are also needed to scale the image. */ + th3p = atan2((l_float64)(x1p - x3p), (l_float64)(y1p - y3p)); + x2sp = (l_float32)(x2p - + ((l_float32)(y1p - y2p) * (x3p - x1p)) / (y1p - y3p)); + if (x2sp == (l_float32)x1p) { + L_ERROR("x2sp == x1p!\n", procName); + goto cleanup_pix; + } + ph2p = atan2((l_float64)(y1p - y2p), (l_float64)(x2sp - x1p)); + + /* Shear image to first put src point 3 on the y axis, + * and then to put src point 2 on the x axis */ + pixHShearIP(pix1, y1, th3, L_BRING_IN_WHITE); + pixVShearIP(pix1, x1, ph2, L_BRING_IN_WHITE); + + /* Scale image to match dest scale. The dest scale + * is calculated above from the angles th3p and ph2p + * that would be required to move the dest points to + * the x and y axes. */ + scalex = (l_float32)(x2sp - x1p) / (x2s - x1); + scaley = (l_float32)(y3p - y1p) / (y3 - y1); + if ((pix2 = pixScale(pix1, scalex, scaley)) == NULL) { + L_ERROR("pix2 not made\n", procName); + goto cleanup_pix; + } + +#if DEBUG + rad2deg = 180. / 3.1415926535; + fprintf(stderr, "th3 = %5.1f deg, ph2 = %5.1f deg\n", + rad2deg * th3, rad2deg * ph2); + fprintf(stderr, "th3' = %5.1f deg, ph2' = %5.1f deg\n", + rad2deg * th3p, rad2deg * ph2p); + fprintf(stderr, "scalex = %6.3f, scaley = %6.3f\n", scalex, scaley); +#endif /* DEBUG */ + + /*-------------------------------------------------------------* + Scaling moves the 1st src point, which is the origin. + It must now be moved again to coincide with the origin + (1st point) of the dest. After this is done, the 2nd + and 3rd points must be sheared back to the original + positions of the 2nd and 3rd dest points. We use the + negative of the angles that were previously computed + for shearing those points in the dest image to x and y + axes, and take the shears in reverse order as well. + *-------------------------------------------------------------*/ + /* Shift image to match dest origin. */ + x1sc = (l_int32)(scalex * x1 + 0.5); /* x comp of origin after scaling */ + y1sc = (l_int32)(scaley * y1 + 0.5); /* y comp of origin after scaling */ + pixRasteropIP(pix2, x1p - x1sc, y1p - y1sc, L_BRING_IN_WHITE); + + /* Shear image to take points 2 and 3 off the axis and + * put them in the original dest position */ + pixVShearIP(pix2, x1p, -ph2p, L_BRING_IN_WHITE); + pixHShearIP(pix2, y1p, -th3p, L_BRING_IN_WHITE); + + if (bw != 0 || bh != 0) { + if ((pixd = pixRemoveBorderGeneral(pix2, bw, bw, bh, bh)) == NULL) + L_ERROR("pixd not made\n", procName); + } else { + pixd = pixClone(pix2); + } + +cleanup_pix: + pixDestroy(&pix1); + pixDestroy(&pix2); + return pixd; +} diff --git a/3rdparty/hgOCR/leptonica/affinecompose.c b/3rdparty/hgOCR/leptonica/affinecompose.c new file mode 100644 index 00000000..28be7b9e --- /dev/null +++ b/3rdparty/hgOCR/leptonica/affinecompose.c @@ -0,0 +1,662 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file affinecompose.c + * 
+ *
+ *      Composable coordinate transforms
+ *           l_float32   *createMatrix2dTranslate()
+ *           l_float32   *createMatrix2dScale()
+ *           l_float32   *createMatrix2dRotate()
+ *
+ *      Special coordinate transforms on pta
+ *           PTA         *ptaTranslate()
+ *           PTA         *ptaScale()
+ *           PTA         *ptaRotate()
+ *
+ *      Special coordinate transforms on boxa
+ *           BOXA        *boxaTranslate()
+ *           BOXA        *boxaScale()
+ *           BOXA        *boxaRotate()
+ *
+ *      General coordinate transform on pta and boxa
+ *           PTA         *ptaAffineTransform()
+ *           BOXA        *boxaAffineTransform()
+ *
+ *      Matrix operations
+ *           l_int32      l_productMatVec()
+ *           l_int32      l_productMat2()
+ *           l_int32      l_productMat3()
+ *           l_int32      l_productMat4()
+ *
+ */ + +#include +#include "allheaders.h" + + +/*-------------------------------------------------------------* + * Composable coordinate transforms * + *-------------------------------------------------------------*/ +/*! + * \brief createMatrix2dTranslate() + * + * \param[in] transx x component of translation wrt. the origin + * \param[in] transy y component of translation wrt. the origin + * \return 3x3 transform matrix, or NULL on error + * + * 
+ * Notes:
+ *      (1) The translation is equivalent to:
+ *             v' = Av
+ *          where v and v' are 1x3 column vectors in the form
+ *             v = [x, y, 1]^    ^ denotes transpose
+ *          and the affine translation matrix is
+ *             A = [ 1   0   tx
+ *                   0   1   ty
+ *                   0   0    1  ]
+ *
+ *      (2) We consider translation as with respect to a fixed origin.
+ *          In a clipping operation, the origin moves and the points
+ *          are fixed, and you use (-tx, -ty) where (tx, ty) is the
+ *          translation vector of the origin.
+ *
+ */ +l_float32 * +createMatrix2dTranslate(l_float32 transx, + l_float32 transy) +{ +l_float32 *mat; + + mat = (l_float32 *)LEPT_CALLOC(9, sizeof(l_float32)); + mat[0] = mat[4] = mat[8] = 1; + mat[2] = transx; + mat[5] = transy; + return mat; +} + + +/*! + * \brief createMatrix2dScale() + * + * \param[in] scalex horizontal scale factor + * \param[in] scaley vertical scale factor + * \return 3x3 transform matrix, or NULL on error + * + * 
+ * Notes:
+ *      (1) The scaling is equivalent to:
+ *             v' = Av
+ *         where v and v' are 1x3 column vectors in the form
+ *              v = [x, y, 1]^    ^ denotes transpose
+ *         and the affine scaling matrix is
+ *             A = [ sx  0    0
+ *                   0   sy   0
+ *                   0   0    1  ]
+ *
+ *      (2) We consider scaling as with respect to a fixed origin.
+ *          In other words, the origin is the only point that doesn't
+ *          move in the scaling transform.
+ *
+ */ +l_float32 * +createMatrix2dScale(l_float32 scalex, + l_float32 scaley) +{ +l_float32 *mat; + + mat = (l_float32 *)LEPT_CALLOC(9, sizeof(l_float32)); + mat[0] = scalex; + mat[4] = scaley; + mat[8] = 1; + return mat; +} + + +/*! + * \brief createMatrix2dRotate() + * + * \param[in] xc, yc location of center of rotation + * \param[in] angle rotation in radians; clockwise is positive + * \return 3x3 transform matrix, or NULL on error + * + * 
+ * Notes:
+ *      (1) The rotation is equivalent to:
+ *             v' = Av
+ *          where v and v' are 1x3 column vectors in the form
+ *             v = [x, y, 1]^    ^ denotes transpose
+ *          and the affine rotation matrix is
+ *             A = [ cosa   -sina    xc*1-cosa + yc*sina
+ *                   sina    cosa    yc*1-cosa - xc*sina
+ *                     0       0                 1         ]
+ *
+ *          If the rotation is about the origin, xc, yc) = (0, 0 and
+ *          this simplifies to
+ *             A = [ cosa   -sina    0
+ *                   sina    cosa    0
+ *                     0       0     1 ]
+ *
+ *          These relations follow from the following equations, which
+ *          you can convince yourself are correct as follows.  Draw a
+ *          circle centered on xc,yc) and passing through (x,y), with
+ *          (x',y') on the arc at an angle 'a' clockwise from (x,y).
+ *           [ Hint: cosa + b = cosa * cosb - sina * sinb
+ *                   sina + b = sina * cosb + cosa * sinb ]
+ *
+ *            x' - xc =  x - xc) * cosa - (y - yc * sina
+ *            y' - yc =  x - xc) * sina + (y - yc * cosa
+ *
+ */ +l_float32 * +createMatrix2dRotate(l_float32 xc, + l_float32 yc, + l_float32 angle) +{ +l_float32 sina, cosa; +l_float32 *mat; + + mat = (l_float32 *)LEPT_CALLOC(9, sizeof(l_float32)); + sina = sin(angle); + cosa = cos(angle); + mat[0] = mat[4] = cosa; + mat[1] = -sina; + mat[2] = xc * (1.0 - cosa) + yc * sina; + mat[3] = sina; + mat[5] = yc * (1.0 - cosa) - xc * sina; + mat[8] = 1; + return mat; +} + + + +/*-------------------------------------------------------------* + * Special coordinate transforms on pta * + *-------------------------------------------------------------*/ +/*! + * \brief ptaTranslate() + * + * \param[in] ptas for initial points + * \param[in] transx x component of translation wrt. the origin + * \param[in] transy y component of translation wrt. the origin + * \return ptad translated points, or NULL on error + * + * 
+ * Notes:
+ *      (1) See createMatrix2dTranslate() for details of transform.
+ *
+ */ +PTA * +ptaTranslate(PTA *ptas, + l_float32 transx, + l_float32 transy) +{ +l_int32 i, npts; +l_float32 x, y; +PTA *ptad; + + PROCNAME("ptaTranslate"); + + if (!ptas) + return (PTA *)ERROR_PTR("ptas not defined", procName, NULL); + + npts = ptaGetCount(ptas); + if ((ptad = ptaCreate(npts)) == NULL) + return (PTA *)ERROR_PTR("ptad not made", procName, NULL); + for (i = 0; i < npts; i++) { + ptaGetPt(ptas, i, &x, &y); + ptaAddPt(ptad, x + transx, y + transy); + } + + return ptad; +} + + +/*! + * \brief ptaScale() + * + * \param[in] ptas for initial points + * \param[in] scalex horizontal scale factor + * \param[in] scaley vertical scale factor + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) See createMatrix2dScale() for details of transform.
+ *
+ */ +PTA * +ptaScale(PTA *ptas, + l_float32 scalex, + l_float32 scaley) +{ +l_int32 i, npts; +l_float32 x, y; +PTA *ptad; + + PROCNAME("ptaScale"); + + if (!ptas) + return (PTA *)ERROR_PTR("ptas not defined", procName, NULL); + + npts = ptaGetCount(ptas); + if ((ptad = ptaCreate(npts)) == NULL) + return (PTA *)ERROR_PTR("ptad not made", procName, NULL); + for (i = 0; i < npts; i++) { + ptaGetPt(ptas, i, &x, &y); + ptaAddPt(ptad, scalex * x, scaley * y); + } + + return ptad; +} + + +/*! + * \brief ptaRotate() + * + * \param[in] ptas for initial points + * \param[in] xc, yc location of center of rotation + * \param[in] angle rotation in radians; clockwise is positive + * \return 0 if OK; 1 on error + * + * 
+ * Notes;
+ *      (1) See createMatrix2dScale() for details of transform.
+ *      (2) This transform can be thought of as composed of the
+ *          sum of two parts:
+ *           a) an (x,y)-dependent rotation about the origin:
+ *              xr = x * cosa - y * sina
+ *              yr = x * sina + y * cosa
+ *           b) an (x,y)-independent translation that depends on the
+ *              rotation center and the angle:
+ *              xt = xc - xc * cosa + yc * sina
+ *              yt = yc - xc * sina - yc * cosa
+ *          The translation part (xt,yt) is equal to the difference
+ *          between the center (xc,yc) and the location of the
+ *          center after it is rotated about the origin.
+ *
+ */ +PTA * +ptaRotate(PTA *ptas, + l_float32 xc, + l_float32 yc, + l_float32 angle) +{ +l_int32 i, npts; +l_float32 x, y, xp, yp, sina, cosa; +PTA *ptad; + + PROCNAME("ptaRotate"); + + if (!ptas) + return (PTA *)ERROR_PTR("ptas not defined", procName, NULL); + + npts = ptaGetCount(ptas); + if ((ptad = ptaCreate(npts)) == NULL) + return (PTA *)ERROR_PTR("ptad not made", procName, NULL); + sina = sin(angle); + cosa = cos(angle); + for (i = 0; i < npts; i++) { + ptaGetPt(ptas, i, &x, &y); + xp = xc + (x - xc) * cosa - (y - yc) * sina; + yp = yc + (x - xc) * sina + (y - yc) * cosa; + ptaAddPt(ptad, xp, yp); + } + + return ptad; +} + + +/*-------------------------------------------------------------* + * Special coordinate transforms on boxa * + *-------------------------------------------------------------*/ +/*! + * \brief boxaTranslate() + * + * \param[in] boxas + * \param[in] transx x component of translation wrt. the origin + * \param[in] transy y component of translation wrt. the origin + * \return boxad translated boxas, or NULL on error + * + * Notes: + * (1) See createMatrix2dTranslate() for details of transform. + */ +BOXA * +boxaTranslate(BOXA *boxas, + l_float32 transx, + l_float32 transy) +{ +PTA *ptas, *ptad; +BOXA *boxad; + + PROCNAME("boxaTranslate"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + + ptas = boxaConvertToPta(boxas, 4); + ptad = ptaTranslate(ptas, transx, transy); + boxad = ptaConvertToBoxa(ptad, 4); + ptaDestroy(&ptas); + ptaDestroy(&ptad); + return boxad; +} + + +/*! + * \brief boxaScale() + * + * \param[in] boxas + * \param[in] scalex horizontal scale factor + * \param[in] scaley vertical scale factor + * \return boxad scaled boxas, or NULL on error + * + * Notes: + * (1) See createMatrix2dScale() for details of transform. + */ +BOXA * +boxaScale(BOXA *boxas, + l_float32 scalex, + l_float32 scaley) +{ +PTA *ptas, *ptad; +BOXA *boxad; + + PROCNAME("boxaScale"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + + ptas = boxaConvertToPta(boxas, 4); + ptad = ptaScale(ptas, scalex, scaley); + boxad = ptaConvertToBoxa(ptad, 4); + ptaDestroy(&ptas); + ptaDestroy(&ptad); + return boxad; +} + + +/*! + * \brief boxaRotate() + * + * \param[in] boxas + * \param[in] xc, yc location of center of rotation + * \param[in] angle rotation in radians; clockwise is positive + * \return boxad scaled boxas, or NULL on error + * + * Notes: + * (1) See createMatrix2dRotate() for details of transform. + */ +BOXA * +boxaRotate(BOXA *boxas, + l_float32 xc, + l_float32 yc, + l_float32 angle) +{ +PTA *ptas, *ptad; +BOXA *boxad; + + PROCNAME("boxaRotate"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + + ptas = boxaConvertToPta(boxas, 4); + ptad = ptaRotate(ptas, xc, yc, angle); + boxad = ptaConvertToBoxa(ptad, 4); + ptaDestroy(&ptas); + ptaDestroy(&ptad); + return boxad; +} + + +/*-------------------------------------------------------------* + * General affine coordinate transform * + *-------------------------------------------------------------*/ +/*! + * \brief ptaAffineTransform() + * + * \param[in] ptas for initial points + * \param[in] mat 3x3 transform matrix; canonical form + * \return ptad transformed points, or NULL on error + */ +PTA * +ptaAffineTransform(PTA *ptas, + l_float32 *mat) +{ +l_int32 i, npts; +l_float32 vecs[3], vecd[3]; +PTA *ptad; + + PROCNAME("ptaAffineTransform"); + + if (!ptas) + return (PTA *)ERROR_PTR("ptas not defined", procName, NULL); + if (!mat) + return (PTA *)ERROR_PTR("transform not defined", procName, NULL); + + vecs[2] = 1; + npts = ptaGetCount(ptas); + if ((ptad = ptaCreate(npts)) == NULL) + return (PTA *)ERROR_PTR("ptad not made", procName, NULL); + for (i = 0; i < npts; i++) { + ptaGetPt(ptas, i, &vecs[0], &vecs[1]); + l_productMatVec(mat, vecs, vecd, 3); + ptaAddPt(ptad, vecd[0], vecd[1]); + } + + return ptad; +} + + +/*! + * \brief boxaAffineTransform() + * + * \param[in] boxas + * \param[in] mat 3x3 transform matrix; canonical form + * \return boxad transformed boxas, or NULL on error + */ +BOXA * +boxaAffineTransform(BOXA *boxas, + l_float32 *mat) +{ +PTA *ptas, *ptad; +BOXA *boxad; + + PROCNAME("boxaAffineTransform"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (!mat) + return (BOXA *)ERROR_PTR("transform not defined", procName, NULL); + + ptas = boxaConvertToPta(boxas, 4); + ptad = ptaAffineTransform(ptas, mat); + boxad = ptaConvertToBoxa(ptad, 4); + ptaDestroy(&ptas); + ptaDestroy(&ptad); + return boxad; +} + + +/*-------------------------------------------------------------* + * Matrix operations * + *-------------------------------------------------------------*/ +/*! + * \brief l_productMatVec() + * + * \param[in] mat square matrix, as a 1-dimensional %size^2 array + * \param[in] vecs input column vector of length %size + * \param[in] vecd result column vector + * \param[in] size matrix is %size x %size; vectors are length %size + * \return 0 if OK, 1 on error + */ +l_ok +l_productMatVec(l_float32 *mat, + l_float32 *vecs, + l_float32 *vecd, + l_int32 size) +{ +l_int32 i, j; + + PROCNAME("l_productMatVec"); + + if (!mat) + return ERROR_INT("matrix not defined", procName, 1); + if (!vecs) + return ERROR_INT("input vector not defined", procName, 1); + if (!vecd) + return ERROR_INT("result vector not defined", procName, 1); + + for (i = 0; i < size; i++) { + vecd[i] = 0; + for (j = 0; j < size; j++) { + vecd[i] += mat[size * i + j] * vecs[j]; + } + } + return 0; +} + + +/*! + * \brief l_productMat2() + * + * \param[in] mat1 square matrix, as a 1-dimensional size^2 array + * \param[in] mat2 square matrix, as a 1-dimensional size^2 array + * \param[in] matd square matrix; product stored here + * \param[in] size of matrices + * \return 0 if OK, 1 on error + */ +l_ok +l_productMat2(l_float32 *mat1, + l_float32 *mat2, + l_float32 *matd, + l_int32 size) +{ +l_int32 i, j, k, index; + + PROCNAME("l_productMat2"); + + if (!mat1) + return ERROR_INT("matrix 1 not defined", procName, 1); + if (!mat2) + return ERROR_INT("matrix 2 not defined", procName, 1); + if (!matd) + return ERROR_INT("result matrix not defined", procName, 1); + + for (i = 0; i < size; i++) { + for (j = 0; j < size; j++) { + index = size * i + j; + matd[index] = 0; + for (k = 0; k < size; k++) + matd[index] += mat1[size * i + k] * mat2[size * k + j]; + } + } + return 0; +} + + +/*! + * \brief l_productMat3() + * + * \param[in] mat1 square matrix, as a 1-dimensional size^2 array + * \param[in] mat2 square matrix, as a 1-dimensional size^2 array + * \param[in] mat3 square matrix, as a 1-dimensional size^2 array + * \param[in] matd square matrix; product stored here + * \param[in] size of matrices + * \return 0 if OK, 1 on error + */ +l_ok +l_productMat3(l_float32 *mat1, + l_float32 *mat2, + l_float32 *mat3, + l_float32 *matd, + l_int32 size) +{ +l_float32 *matt; + + PROCNAME("l_productMat3"); + + if (!mat1) + return ERROR_INT("matrix 1 not defined", procName, 1); + if (!mat2) + return ERROR_INT("matrix 2 not defined", procName, 1); + if (!mat3) + return ERROR_INT("matrix 3 not defined", procName, 1); + if (!matd) + return ERROR_INT("result matrix not defined", procName, 1); + + if ((matt = (l_float32 *)LEPT_CALLOC((size_t)size * size, + sizeof(l_float32))) == NULL) + return ERROR_INT("matt not made", procName, 1); + l_productMat2(mat1, mat2, matt, size); + l_productMat2(matt, mat3, matd, size); + LEPT_FREE(matt); + return 0; +} + + +/*! + * \brief l_productMat4() + * + * \param[in] mat1 square matrix, as a 1-dimensional size^2 array + * \param[in] mat2 square matrix, as a 1-dimensional size^2 array + * \param[in] mat3 square matrix, as a 1-dimensional size^2 array + * \param[in] mat4 square matrix, as a 1-dimensional size^2 array + * \param[in] matd square matrix; product stored here + * \param[in] size of matrices + * \return 0 if OK, 1 on error + */ +l_ok +l_productMat4(l_float32 *mat1, + l_float32 *mat2, + l_float32 *mat3, + l_float32 *mat4, + l_float32 *matd, + l_int32 size) +{ +l_float32 *matt; + + PROCNAME("l_productMat4"); + + if (!mat1) + return ERROR_INT("matrix 1 not defined", procName, 1); + if (!mat2) + return ERROR_INT("matrix 2 not defined", procName, 1); + if (!mat3) + return ERROR_INT("matrix 3 not defined", procName, 1); + if (!matd) + return ERROR_INT("result matrix not defined", procName, 1); + + if ((matt = (l_float32 *)LEPT_CALLOC((size_t)size * size, + sizeof(l_float32))) == NULL) + return ERROR_INT("matt not made", procName, 1); + l_productMat3(mat1, mat2, mat3, matt, size); + l_productMat2(matt, mat4, matd, size); + LEPT_FREE(matt); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/allheaders.h b/3rdparty/hgOCR/leptonica/allheaders.h new file mode 100644 index 00000000..70c45a65 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/allheaders.h @@ -0,0 +1,2741 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_ALLHEADERS_H +#define LEPTONICA_ALLHEADERS_H + + +#define LIBLEPT_MAJOR_VERSION 1 +#define LIBLEPT_MINOR_VERSION 79 +#define LIBLEPT_PATCH_VERSION 0 + +#include "alltypes.h" + +#ifndef NO_PROTOS +/* + * These prototypes were autogen'd by xtractprotos, v. 1.5 + */ +#ifdef __cplusplus +extern "C" { +#endif /* __cplusplus */ + +LEPT_DLL extern PIX * pixCleanBackgroundToWhite ( PIX *pixs, PIX *pixim, PIX *pixg, l_float32 gamma, l_int32 blackval, l_int32 whiteval ); +LEPT_DLL extern PIX * pixBackgroundNormSimple ( PIX *pixs, PIX *pixim, PIX *pixg ); +LEPT_DLL extern PIX * pixBackgroundNorm ( PIX *pixs, PIX *pixim, PIX *pixg, l_int32 sx, l_int32 sy, l_int32 thresh, l_int32 mincount, l_int32 bgval, l_int32 smoothx, l_int32 smoothy ); +LEPT_DLL extern PIX * pixBackgroundNormMorph ( PIX *pixs, PIX *pixim, l_int32 reduction, l_int32 size, l_int32 bgval ); +LEPT_DLL extern l_ok pixBackgroundNormGrayArray ( PIX *pixs, PIX *pixim, l_int32 sx, l_int32 sy, l_int32 thresh, l_int32 mincount, l_int32 bgval, l_int32 smoothx, l_int32 smoothy, PIX **ppixd ); +LEPT_DLL extern l_ok pixBackgroundNormRGBArrays ( PIX *pixs, PIX *pixim, PIX *pixg, l_int32 sx, l_int32 sy, l_int32 thresh, l_int32 mincount, l_int32 bgval, l_int32 smoothx, l_int32 smoothy, PIX **ppixr, PIX **ppixg, PIX **ppixb ); +LEPT_DLL extern l_ok pixBackgroundNormGrayArrayMorph ( PIX *pixs, PIX *pixim, l_int32 reduction, l_int32 size, l_int32 bgval, PIX **ppixd ); +LEPT_DLL extern l_ok pixBackgroundNormRGBArraysMorph ( PIX *pixs, PIX *pixim, l_int32 reduction, l_int32 size, l_int32 bgval, PIX **ppixr, PIX **ppixg, PIX **ppixb ); +LEPT_DLL extern l_ok pixGetBackgroundGrayMap ( PIX *pixs, PIX *pixim, l_int32 sx, l_int32 sy, l_int32 thresh, l_int32 mincount, PIX **ppixd ); +LEPT_DLL extern l_ok pixGetBackgroundRGBMap ( PIX *pixs, PIX *pixim, PIX *pixg, l_int32 sx, l_int32 sy, l_int32 thresh, l_int32 mincount, PIX **ppixmr, PIX **ppixmg, PIX **ppixmb ); +LEPT_DLL extern l_ok pixGetBackgroundGrayMapMorph ( PIX *pixs, PIX *pixim, l_int32 reduction, l_int32 size, PIX **ppixm ); +LEPT_DLL extern l_ok pixGetBackgroundRGBMapMorph ( PIX *pixs, PIX *pixim, l_int32 reduction, l_int32 size, PIX **ppixmr, PIX **ppixmg, PIX **ppixmb ); +LEPT_DLL extern l_ok pixFillMapHoles ( PIX *pix, l_int32 nx, l_int32 ny, l_int32 filltype ); +LEPT_DLL extern PIX * pixExtendByReplication ( PIX *pixs, l_int32 addw, l_int32 addh ); +LEPT_DLL extern l_ok pixSmoothConnectedRegions ( PIX *pixs, PIX *pixm, l_int32 factor ); +LEPT_DLL extern PIX * pixGetInvBackgroundMap ( PIX *pixs, l_int32 bgval, l_int32 smoothx, l_int32 smoothy ); +LEPT_DLL extern PIX * pixApplyInvBackgroundGrayMap ( PIX *pixs, PIX *pixm, l_int32 sx, l_int32 sy ); +LEPT_DLL extern PIX * pixApplyInvBackgroundRGBMap ( PIX *pixs, PIX *pixmr, PIX *pixmg, PIX *pixmb, l_int32 sx, l_int32 sy ); +LEPT_DLL extern PIX * pixApplyVariableGrayMap ( PIX *pixs, PIX *pixg, l_int32 target ); +LEPT_DLL extern PIX * pixGlobalNormRGB ( PIX *pixd, PIX *pixs, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 mapval ); +LEPT_DLL extern PIX * pixGlobalNormNoSatRGB ( PIX *pixd, PIX *pixs, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 factor, l_float32 rank ); +LEPT_DLL extern l_ok pixThresholdSpreadNorm ( PIX *pixs, l_int32 filtertype, l_int32 edgethresh, l_int32 smoothx, l_int32 smoothy, l_float32 gamma, l_int32 minval, l_int32 maxval, l_int32 targetthresh, PIX **ppixth, PIX **ppixb, PIX **ppixd ); +LEPT_DLL extern PIX * pixBackgroundNormFlex ( PIX *pixs, l_int32 sx, l_int32 sy, l_int32 smoothx, l_int32 smoothy, l_int32 delta ); +LEPT_DLL extern PIX * pixContrastNorm ( PIX *pixd, PIX *pixs, l_int32 sx, l_int32 sy, l_int32 mindiff, l_int32 smoothx, l_int32 smoothy ); +LEPT_DLL extern l_ok pixMinMaxTiles ( PIX *pixs, l_int32 sx, l_int32 sy, l_int32 mindiff, l_int32 smoothx, l_int32 smoothy, PIX **ppixmin, PIX **ppixmax ); +LEPT_DLL extern l_ok pixSetLowContrast ( PIX *pixs1, PIX *pixs2, l_int32 mindiff ); +LEPT_DLL extern PIX * pixLinearTRCTiled ( PIX *pixd, PIX *pixs, l_int32 sx, l_int32 sy, PIX *pixmin, PIX *pixmax ); +LEPT_DLL extern PIX * pixAffineSampledPta ( PIX *pixs, PTA *ptad, PTA *ptas, l_int32 incolor ); +LEPT_DLL extern PIX * pixAffineSampled ( PIX *pixs, l_float32 *vc, l_int32 incolor ); +LEPT_DLL extern PIX * pixAffinePta ( PIX *pixs, PTA *ptad, PTA *ptas, l_int32 incolor ); +LEPT_DLL extern PIX * pixAffine ( PIX *pixs, l_float32 *vc, l_int32 incolor ); +LEPT_DLL extern PIX * pixAffinePtaColor ( PIX *pixs, PTA *ptad, PTA *ptas, l_uint32 colorval ); +LEPT_DLL extern PIX * pixAffineColor ( PIX *pixs, l_float32 *vc, l_uint32 colorval ); +LEPT_DLL extern PIX * pixAffinePtaGray ( PIX *pixs, PTA *ptad, PTA *ptas, l_uint8 grayval ); +LEPT_DLL extern PIX * pixAffineGray ( PIX *pixs, l_float32 *vc, l_uint8 grayval ); +LEPT_DLL extern PIX * pixAffinePtaWithAlpha ( PIX *pixs, PTA *ptad, PTA *ptas, PIX *pixg, l_float32 fract, l_int32 border ); +LEPT_DLL extern l_ok getAffineXformCoeffs ( PTA *ptas, PTA *ptad, l_float32 **pvc ); +LEPT_DLL extern l_ok affineInvertXform ( l_float32 *vc, l_float32 **pvci ); +LEPT_DLL extern l_ok affineXformSampledPt ( l_float32 *vc, l_int32 x, l_int32 y, l_int32 *pxp, l_int32 *pyp ); +LEPT_DLL extern l_ok affineXformPt ( l_float32 *vc, l_int32 x, l_int32 y, l_float32 *pxp, l_float32 *pyp ); +LEPT_DLL extern l_ok linearInterpolatePixelColor ( l_uint32 *datas, l_int32 wpls, l_int32 w, l_int32 h, l_float32 x, l_float32 y, l_uint32 colorval, l_uint32 *pval ); +LEPT_DLL extern l_ok linearInterpolatePixelGray ( l_uint32 *datas, l_int32 wpls, l_int32 w, l_int32 h, l_float32 x, l_float32 y, l_int32 grayval, l_int32 *pval ); +LEPT_DLL extern l_int32 gaussjordan ( l_float32 **a, l_float32 *b, l_int32 n ); +LEPT_DLL extern PIX * pixAffineSequential ( PIX *pixs, PTA *ptad, PTA *ptas, l_int32 bw, l_int32 bh ); +LEPT_DLL extern l_float32 * createMatrix2dTranslate ( l_float32 transx, l_float32 transy ); +LEPT_DLL extern l_float32 * createMatrix2dScale ( l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern l_float32 * createMatrix2dRotate ( l_float32 xc, l_float32 yc, l_float32 angle ); +LEPT_DLL extern PTA * ptaTranslate ( PTA *ptas, l_float32 transx, l_float32 transy ); +LEPT_DLL extern PTA * ptaScale ( PTA *ptas, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PTA * ptaRotate ( PTA *ptas, l_float32 xc, l_float32 yc, l_float32 angle ); +LEPT_DLL extern BOXA * boxaTranslate ( BOXA *boxas, l_float32 transx, l_float32 transy ); +LEPT_DLL extern BOXA * boxaScale ( BOXA *boxas, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern BOXA * boxaRotate ( BOXA *boxas, l_float32 xc, l_float32 yc, l_float32 angle ); +LEPT_DLL extern PTA * ptaAffineTransform ( PTA *ptas, l_float32 *mat ); +LEPT_DLL extern BOXA * boxaAffineTransform ( BOXA *boxas, l_float32 *mat ); +LEPT_DLL extern l_ok l_productMatVec ( l_float32 *mat, l_float32 *vecs, l_float32 *vecd, l_int32 size ); +LEPT_DLL extern l_ok l_productMat2 ( l_float32 *mat1, l_float32 *mat2, l_float32 *matd, l_int32 size ); +LEPT_DLL extern l_ok l_productMat3 ( l_float32 *mat1, l_float32 *mat2, l_float32 *mat3, l_float32 *matd, l_int32 size ); +LEPT_DLL extern l_ok l_productMat4 ( l_float32 *mat1, l_float32 *mat2, l_float32 *mat3, l_float32 *mat4, l_float32 *matd, l_int32 size ); +LEPT_DLL extern l_int32 l_getDataBit ( const void *line, l_int32 n ); +LEPT_DLL extern void l_setDataBit ( void *line, l_int32 n ); +LEPT_DLL extern void l_clearDataBit ( void *line, l_int32 n ); +LEPT_DLL extern void l_setDataBitVal ( void *line, l_int32 n, l_int32 val ); +LEPT_DLL extern l_int32 l_getDataDibit ( const void *line, l_int32 n ); +LEPT_DLL extern void l_setDataDibit ( void *line, l_int32 n, l_int32 val ); +LEPT_DLL extern void l_clearDataDibit ( void *line, l_int32 n ); +LEPT_DLL extern l_int32 l_getDataQbit ( const void *line, l_int32 n ); +LEPT_DLL extern void l_setDataQbit ( void *line, l_int32 n, l_int32 val ); +LEPT_DLL extern void l_clearDataQbit ( void *line, l_int32 n ); +LEPT_DLL extern l_int32 l_getDataByte ( const void *line, l_int32 n ); +LEPT_DLL extern void l_setDataByte ( void *line, l_int32 n, l_int32 val ); +LEPT_DLL extern l_int32 l_getDataTwoBytes ( const void *line, l_int32 n ); +LEPT_DLL extern void l_setDataTwoBytes ( void *line, l_int32 n, l_int32 val ); +LEPT_DLL extern l_int32 l_getDataFourBytes ( const void *line, l_int32 n ); +LEPT_DLL extern void l_setDataFourBytes ( void *line, l_int32 n, l_int32 val ); +LEPT_DLL extern char * barcodeDispatchDecoder ( char *barstr, l_int32 format, l_int32 debugflag ); +LEPT_DLL extern l_int32 barcodeFormatIsSupported ( l_int32 format ); +LEPT_DLL extern NUMA * pixFindBaselines ( PIX *pixs, PTA **ppta, PIXA *pixadb ); +LEPT_DLL extern PIX * pixDeskewLocal ( PIX *pixs, l_int32 nslices, l_int32 redsweep, l_int32 redsearch, l_float32 sweeprange, l_float32 sweepdelta, l_float32 minbsdelta ); +LEPT_DLL extern l_ok pixGetLocalSkewTransform ( PIX *pixs, l_int32 nslices, l_int32 redsweep, l_int32 redsearch, l_float32 sweeprange, l_float32 sweepdelta, l_float32 minbsdelta, PTA **pptas, PTA **pptad ); +LEPT_DLL extern NUMA * pixGetLocalSkewAngles ( PIX *pixs, l_int32 nslices, l_int32 redsweep, l_int32 redsearch, l_float32 sweeprange, l_float32 sweepdelta, l_float32 minbsdelta, l_float32 *pa, l_float32 *pb, l_int32 debug ); +LEPT_DLL extern L_BBUFFER * bbufferCreate ( const l_uint8 *indata, l_int32 nalloc ); +LEPT_DLL extern void bbufferDestroy ( L_BBUFFER **pbb ); +LEPT_DLL extern l_uint8 * bbufferDestroyAndSaveData ( L_BBUFFER **pbb, size_t *pnbytes ); +LEPT_DLL extern l_ok bbufferRead ( L_BBUFFER *bb, l_uint8 *src, l_int32 nbytes ); +LEPT_DLL extern l_ok bbufferReadStream ( L_BBUFFER *bb, FILE *fp, l_int32 nbytes ); +LEPT_DLL extern l_ok bbufferExtendArray ( L_BBUFFER *bb, l_int32 nbytes ); +LEPT_DLL extern l_ok bbufferWrite ( L_BBUFFER *bb, l_uint8 *dest, size_t nbytes, size_t *pnout ); +LEPT_DLL extern l_ok bbufferWriteStream ( L_BBUFFER *bb, FILE *fp, size_t nbytes, size_t *pnout ); +LEPT_DLL extern PIX * pixBilateral ( PIX *pixs, l_float32 spatial_stdev, l_float32 range_stdev, l_int32 ncomps, l_int32 reduction ); +LEPT_DLL extern PIX * pixBilateralGray ( PIX *pixs, l_float32 spatial_stdev, l_float32 range_stdev, l_int32 ncomps, l_int32 reduction ); +LEPT_DLL extern PIX * pixBilateralExact ( PIX *pixs, L_KERNEL *spatial_kel, L_KERNEL *range_kel ); +LEPT_DLL extern PIX * pixBilateralGrayExact ( PIX *pixs, L_KERNEL *spatial_kel, L_KERNEL *range_kel ); +LEPT_DLL extern PIX* pixBlockBilateralExact ( PIX *pixs, l_float32 spatial_stdev, l_float32 range_stdev ); +LEPT_DLL extern L_KERNEL * makeRangeKernel ( l_float32 range_stdev ); +LEPT_DLL extern PIX * pixBilinearSampledPta ( PIX *pixs, PTA *ptad, PTA *ptas, l_int32 incolor ); +LEPT_DLL extern PIX * pixBilinearSampled ( PIX *pixs, l_float32 *vc, l_int32 incolor ); +LEPT_DLL extern PIX * pixBilinearPta ( PIX *pixs, PTA *ptad, PTA *ptas, l_int32 incolor ); +LEPT_DLL extern PIX * pixBilinear ( PIX *pixs, l_float32 *vc, l_int32 incolor ); +LEPT_DLL extern PIX * pixBilinearPtaColor ( PIX *pixs, PTA *ptad, PTA *ptas, l_uint32 colorval ); +LEPT_DLL extern PIX * pixBilinearColor ( PIX *pixs, l_float32 *vc, l_uint32 colorval ); +LEPT_DLL extern PIX * pixBilinearPtaGray ( PIX *pixs, PTA *ptad, PTA *ptas, l_uint8 grayval ); +LEPT_DLL extern PIX * pixBilinearGray ( PIX *pixs, l_float32 *vc, l_uint8 grayval ); +LEPT_DLL extern PIX * pixBilinearPtaWithAlpha ( PIX *pixs, PTA *ptad, PTA *ptas, PIX *pixg, l_float32 fract, l_int32 border ); +LEPT_DLL extern l_ok getBilinearXformCoeffs ( PTA *ptas, PTA *ptad, l_float32 **pvc ); +LEPT_DLL extern l_ok bilinearXformSampledPt ( l_float32 *vc, l_int32 x, l_int32 y, l_int32 *pxp, l_int32 *pyp ); +LEPT_DLL extern l_ok bilinearXformPt ( l_float32 *vc, l_int32 x, l_int32 y, l_float32 *pxp, l_float32 *pyp ); +LEPT_DLL extern l_ok pixOtsuAdaptiveThreshold ( PIX *pixs, l_int32 sx, l_int32 sy, l_int32 smoothx, l_int32 smoothy, l_float32 scorefract, PIX **ppixth, PIX **ppixd ); +LEPT_DLL extern PIX * pixOtsuThreshOnBackgroundNorm ( PIX *pixs, PIX *pixim, l_int32 sx, l_int32 sy, l_int32 thresh, l_int32 mincount, l_int32 bgval, l_int32 smoothx, l_int32 smoothy, l_float32 scorefract, l_int32 *pthresh ); +LEPT_DLL extern PIX * pixMaskedThreshOnBackgroundNorm ( PIX *pixs, PIX *pixim, l_int32 sx, l_int32 sy, l_int32 thresh, l_int32 mincount, l_int32 smoothx, l_int32 smoothy, l_float32 scorefract, l_int32 *pthresh ); +LEPT_DLL extern l_ok pixSauvolaBinarizeTiled ( PIX *pixs, l_int32 whsize, l_float32 factor, l_int32 nx, l_int32 ny, PIX **ppixth, PIX **ppixd ); +LEPT_DLL extern l_ok pixSauvolaBinarize ( PIX *pixs, l_int32 whsize, l_float32 factor, l_int32 addborder, PIX **ppixm, PIX **ppixsd, PIX **ppixth, PIX **ppixd ); +LEPT_DLL extern l_ok pixThresholdByConnComp ( PIX *pixs, PIX *pixm, l_int32 start, l_int32 end, l_int32 incr, l_float32 thresh48, l_float32 threshdiff, l_int32 *pglobthresh, PIX **ppixd, l_int32 debugflag ); +LEPT_DLL extern PIX * pixExpandBinaryReplicate ( PIX *pixs, l_int32 xfact, l_int32 yfact ); +LEPT_DLL extern PIX * pixExpandBinaryPower2 ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern PIX * pixReduceBinary2 ( PIX *pixs, l_uint8 *intab ); +LEPT_DLL extern PIX * pixReduceRankBinaryCascade ( PIX *pixs, l_int32 level1, l_int32 level2, l_int32 level3, l_int32 level4 ); +LEPT_DLL extern PIX * pixReduceRankBinary2 ( PIX *pixs, l_int32 level, l_uint8 *intab ); +LEPT_DLL extern l_uint8 * makeSubsampleTab2x ( void ); +LEPT_DLL extern PIX * pixBlend ( PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 fract ); +LEPT_DLL extern PIX * pixBlendMask ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 fract, l_int32 type ); +LEPT_DLL extern PIX * pixBlendGray ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 fract, l_int32 type, l_int32 transparent, l_uint32 transpix ); +LEPT_DLL extern PIX * pixBlendGrayInverse ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 fract ); +LEPT_DLL extern PIX * pixBlendColor ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 fract, l_int32 transparent, l_uint32 transpix ); +LEPT_DLL extern PIX * pixBlendColorByChannel ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 rfract, l_float32 gfract, l_float32 bfract, l_int32 transparent, l_uint32 transpix ); +LEPT_DLL extern PIX * pixBlendGrayAdapt ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 fract, l_int32 shift ); +LEPT_DLL extern PIX * pixFadeWithGray ( PIX *pixs, PIX *pixb, l_float32 factor, l_int32 type ); +LEPT_DLL extern PIX * pixBlendHardLight ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 x, l_int32 y, l_float32 fract ); +LEPT_DLL extern l_ok pixBlendCmap ( PIX *pixs, PIX *pixb, l_int32 x, l_int32 y, l_int32 sindex ); +LEPT_DLL extern PIX * pixBlendWithGrayMask ( PIX *pixs1, PIX *pixs2, PIX *pixg, l_int32 x, l_int32 y ); +LEPT_DLL extern PIX * pixBlendBackgroundToColor ( PIX *pixd, PIX *pixs, BOX *box, l_uint32 color, l_float32 gamma, l_int32 minval, l_int32 maxval ); +LEPT_DLL extern PIX * pixMultiplyByColor ( PIX *pixd, PIX *pixs, BOX *box, l_uint32 color ); +LEPT_DLL extern PIX * pixAlphaBlendUniform ( PIX *pixs, l_uint32 color ); +LEPT_DLL extern PIX * pixAddAlphaToBlend ( PIX *pixs, l_float32 fract, l_int32 invert ); +LEPT_DLL extern PIX * pixSetAlphaOverWhite ( PIX *pixs ); +LEPT_DLL extern l_ok pixLinearEdgeFade ( PIX *pixs, l_int32 dir, l_int32 fadeto, l_float32 distfract, l_float32 maxfade ); +LEPT_DLL extern L_BMF * bmfCreate ( const char *dir, l_int32 fontsize ); +LEPT_DLL extern void bmfDestroy ( L_BMF **pbmf ); +LEPT_DLL extern PIX * bmfGetPix ( L_BMF *bmf, char chr ); +LEPT_DLL extern l_ok bmfGetWidth ( L_BMF *bmf, char chr, l_int32 *pw ); +LEPT_DLL extern l_ok bmfGetBaseline ( L_BMF *bmf, char chr, l_int32 *pbaseline ); +LEPT_DLL extern PIXA * pixaGetFont ( const char *dir, l_int32 fontsize, l_int32 *pbl0, l_int32 *pbl1, l_int32 *pbl2 ); +LEPT_DLL extern l_ok pixaSaveFont ( const char *indir, const char *outdir, l_int32 fontsize ); +LEPT_DLL extern PIX * pixReadStreamBmp ( FILE *fp ); +LEPT_DLL extern PIX * pixReadMemBmp ( const l_uint8 *cdata, size_t size ); +LEPT_DLL extern l_ok pixWriteStreamBmp ( FILE *fp, PIX *pix ); +LEPT_DLL extern l_ok pixWriteMemBmp ( l_uint8 **pfdata, size_t *pfsize, PIX *pixs ); +LEPT_DLL extern PIXA * l_bootnum_gen1 ( void ); +LEPT_DLL extern PIXA * l_bootnum_gen2 ( void ); +LEPT_DLL extern PIXA * l_bootnum_gen3 ( void ); +LEPT_DLL extern PIXA * l_bootnum_gen4 ( l_int32 nsamp ); +LEPT_DLL extern BOX * boxCreate ( l_int32 x, l_int32 y, l_int32 w, l_int32 h ); +LEPT_DLL extern BOX * boxCreateValid ( l_int32 x, l_int32 y, l_int32 w, l_int32 h ); +LEPT_DLL extern BOX * boxCopy ( BOX *box ); +LEPT_DLL extern BOX * boxClone ( BOX *box ); +LEPT_DLL extern void boxDestroy ( BOX **pbox ); +LEPT_DLL extern l_ok boxGetGeometry ( BOX *box, l_int32 *px, l_int32 *py, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok boxSetGeometry ( BOX *box, l_int32 x, l_int32 y, l_int32 w, l_int32 h ); +LEPT_DLL extern l_ok boxGetSideLocations ( BOX *box, l_int32 *pl, l_int32 *pr, l_int32 *pt, l_int32 *pb ); +LEPT_DLL extern l_ok boxSetSideLocations ( BOX *box, l_int32 l, l_int32 r, l_int32 t, l_int32 b ); +LEPT_DLL extern l_int32 boxGetRefcount ( BOX *box ); +LEPT_DLL extern l_ok boxChangeRefcount ( BOX *box, l_int32 delta ); +LEPT_DLL extern l_ok boxIsValid ( BOX *box, l_int32 *pvalid ); +LEPT_DLL extern BOXA * boxaCreate ( l_int32 n ); +LEPT_DLL extern BOXA * boxaCopy ( BOXA *boxa, l_int32 copyflag ); +LEPT_DLL extern void boxaDestroy ( BOXA **pboxa ); +LEPT_DLL extern l_ok boxaAddBox ( BOXA *boxa, BOX *box, l_int32 copyflag ); +LEPT_DLL extern l_ok boxaExtendArray ( BOXA *boxa ); +LEPT_DLL extern l_ok boxaExtendArrayToSize ( BOXA *boxa, l_int32 size ); +LEPT_DLL extern l_int32 boxaGetCount ( BOXA *boxa ); +LEPT_DLL extern l_int32 boxaGetValidCount ( BOXA *boxa ); +LEPT_DLL extern BOX * boxaGetBox ( BOXA *boxa, l_int32 index, l_int32 accessflag ); +LEPT_DLL extern BOX * boxaGetValidBox ( BOXA *boxa, l_int32 index, l_int32 accessflag ); +LEPT_DLL extern NUMA * boxaFindInvalidBoxes ( BOXA *boxa ); +LEPT_DLL extern l_ok boxaGetBoxGeometry ( BOXA *boxa, l_int32 index, l_int32 *px, l_int32 *py, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok boxaIsFull ( BOXA *boxa, l_int32 *pfull ); +LEPT_DLL extern l_ok boxaReplaceBox ( BOXA *boxa, l_int32 index, BOX *box ); +LEPT_DLL extern l_ok boxaInsertBox ( BOXA *boxa, l_int32 index, BOX *box ); +LEPT_DLL extern l_ok boxaRemoveBox ( BOXA *boxa, l_int32 index ); +LEPT_DLL extern l_ok boxaRemoveBoxAndSave ( BOXA *boxa, l_int32 index, BOX **pbox ); +LEPT_DLL extern BOXA * boxaSaveValid ( BOXA *boxas, l_int32 copyflag ); +LEPT_DLL extern l_ok boxaInitFull ( BOXA *boxa, BOX *box ); +LEPT_DLL extern l_ok boxaClear ( BOXA *boxa ); +LEPT_DLL extern BOXAA * boxaaCreate ( l_int32 n ); +LEPT_DLL extern BOXAA * boxaaCopy ( BOXAA *baas, l_int32 copyflag ); +LEPT_DLL extern void boxaaDestroy ( BOXAA **pbaa ); +LEPT_DLL extern l_ok boxaaAddBoxa ( BOXAA *baa, BOXA *ba, l_int32 copyflag ); +LEPT_DLL extern l_ok boxaaExtendArray ( BOXAA *baa ); +LEPT_DLL extern l_ok boxaaExtendArrayToSize ( BOXAA *baa, l_int32 size ); +LEPT_DLL extern l_int32 boxaaGetCount ( BOXAA *baa ); +LEPT_DLL extern l_int32 boxaaGetBoxCount ( BOXAA *baa ); +LEPT_DLL extern BOXA * boxaaGetBoxa ( BOXAA *baa, l_int32 index, l_int32 accessflag ); +LEPT_DLL extern BOX * boxaaGetBox ( BOXAA *baa, l_int32 iboxa, l_int32 ibox, l_int32 accessflag ); +LEPT_DLL extern l_ok boxaaInitFull ( BOXAA *baa, BOXA *boxa ); +LEPT_DLL extern l_ok boxaaExtendWithInit ( BOXAA *baa, l_int32 maxindex, BOXA *boxa ); +LEPT_DLL extern l_ok boxaaReplaceBoxa ( BOXAA *baa, l_int32 index, BOXA *boxa ); +LEPT_DLL extern l_ok boxaaInsertBoxa ( BOXAA *baa, l_int32 index, BOXA *boxa ); +LEPT_DLL extern l_ok boxaaRemoveBoxa ( BOXAA *baa, l_int32 index ); +LEPT_DLL extern l_ok boxaaAddBox ( BOXAA *baa, l_int32 index, BOX *box, l_int32 accessflag ); +LEPT_DLL extern BOXAA * boxaaReadFromFiles ( const char *dirname, const char *substr, l_int32 first, l_int32 nfiles ); +LEPT_DLL extern BOXAA * boxaaRead ( const char *filename ); +LEPT_DLL extern BOXAA * boxaaReadStream ( FILE *fp ); +LEPT_DLL extern BOXAA * boxaaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok boxaaWrite ( const char *filename, BOXAA *baa ); +LEPT_DLL extern l_ok boxaaWriteStream ( FILE *fp, BOXAA *baa ); +LEPT_DLL extern l_ok boxaaWriteMem ( l_uint8 **pdata, size_t *psize, BOXAA *baa ); +LEPT_DLL extern BOXA * boxaRead ( const char *filename ); +LEPT_DLL extern BOXA * boxaReadStream ( FILE *fp ); +LEPT_DLL extern BOXA * boxaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok boxaWriteDebug ( const char *filename, BOXA *boxa ); +LEPT_DLL extern l_ok boxaWrite ( const char *filename, BOXA *boxa ); +LEPT_DLL extern l_ok boxaWriteStream ( FILE *fp, BOXA *boxa ); +LEPT_DLL extern l_ok boxaWriteMem ( l_uint8 **pdata, size_t *psize, BOXA *boxa ); +LEPT_DLL extern l_ok boxPrintStreamInfo ( FILE *fp, BOX *box ); +LEPT_DLL extern l_ok boxContains ( BOX *box1, BOX *box2, l_int32 *presult ); +LEPT_DLL extern l_ok boxIntersects ( BOX *box1, BOX *box2, l_int32 *presult ); +LEPT_DLL extern BOXA * boxaContainedInBox ( BOXA *boxas, BOX *box ); +LEPT_DLL extern l_ok boxaContainedInBoxCount ( BOXA *boxa, BOX *box, l_int32 *pcount ); +LEPT_DLL extern l_ok boxaContainedInBoxa ( BOXA *boxa1, BOXA *boxa2, l_int32 *pcontained ); +LEPT_DLL extern BOXA * boxaIntersectsBox ( BOXA *boxas, BOX *box ); +LEPT_DLL extern l_ok boxaIntersectsBoxCount ( BOXA *boxa, BOX *box, l_int32 *pcount ); +LEPT_DLL extern BOXA * boxaClipToBox ( BOXA *boxas, BOX *box ); +LEPT_DLL extern BOXA * boxaCombineOverlaps ( BOXA *boxas, PIXA *pixadb ); +LEPT_DLL extern l_ok boxaCombineOverlapsInPair ( BOXA *boxas1, BOXA *boxas2, BOXA **pboxad1, BOXA **pboxad2, PIXA *pixadb ); +LEPT_DLL extern BOX * boxOverlapRegion ( BOX *box1, BOX *box2 ); +LEPT_DLL extern BOX * boxBoundingRegion ( BOX *box1, BOX *box2 ); +LEPT_DLL extern l_ok boxOverlapFraction ( BOX *box1, BOX *box2, l_float32 *pfract ); +LEPT_DLL extern l_ok boxOverlapArea ( BOX *box1, BOX *box2, l_int32 *parea ); +LEPT_DLL extern BOXA * boxaHandleOverlaps ( BOXA *boxas, l_int32 op, l_int32 range, l_float32 min_overlap, l_float32 max_ratio, NUMA **pnamap ); +LEPT_DLL extern l_ok boxOverlapDistance ( BOX *box1, BOX *box2, l_int32 *ph_ovl, l_int32 *pv_ovl ); +LEPT_DLL extern l_ok boxSeparationDistance ( BOX *box1, BOX *box2, l_int32 *ph_sep, l_int32 *pv_sep ); +LEPT_DLL extern l_ok boxCompareSize ( BOX *box1, BOX *box2, l_int32 type, l_int32 *prel ); +LEPT_DLL extern l_ok boxContainsPt ( BOX *box, l_float32 x, l_float32 y, l_int32 *pcontains ); +LEPT_DLL extern BOX * boxaGetNearestToPt ( BOXA *boxa, l_int32 x, l_int32 y ); +LEPT_DLL extern BOX * boxaGetNearestToLine ( BOXA *boxa, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok boxaFindNearestBoxes ( BOXA *boxa, l_int32 dist_select, l_int32 range, NUMAA **pnaaindex, NUMAA **pnaadist ); +LEPT_DLL extern l_ok boxaGetNearestByDirection ( BOXA *boxa, l_int32 i, l_int32 dir, l_int32 dist_select, l_int32 range, l_int32 *pindex, l_int32 *pdist ); +LEPT_DLL extern l_ok boxGetCenter ( BOX *box, l_float32 *pcx, l_float32 *pcy ); +LEPT_DLL extern l_ok boxIntersectByLine ( BOX *box, l_int32 x, l_int32 y, l_float32 slope, l_int32 *px1, l_int32 *py1, l_int32 *px2, l_int32 *py2, l_int32 *pn ); +LEPT_DLL extern BOX * boxClipToRectangle ( BOX *box, l_int32 wi, l_int32 hi ); +LEPT_DLL extern l_ok boxClipToRectangleParams ( BOX *box, l_int32 w, l_int32 h, l_int32 *pxstart, l_int32 *pystart, l_int32 *pxend, l_int32 *pyend, l_int32 *pbw, l_int32 *pbh ); +LEPT_DLL extern BOX * boxRelocateOneSide ( BOX *boxd, BOX *boxs, l_int32 loc, l_int32 sideflag ); +LEPT_DLL extern BOXA * boxaAdjustSides ( BOXA *boxas, l_int32 delleft, l_int32 delright, l_int32 deltop, l_int32 delbot ); +LEPT_DLL extern l_ok boxaAdjustBoxSides ( BOXA *boxa, l_int32 index, l_int32 delleft, l_int32 delright, l_int32 deltop, l_int32 delbot ); +LEPT_DLL extern BOX * boxAdjustSides ( BOX *boxd, BOX *boxs, l_int32 delleft, l_int32 delright, l_int32 deltop, l_int32 delbot ); +LEPT_DLL extern BOXA * boxaSetSide ( BOXA *boxad, BOXA *boxas, l_int32 side, l_int32 val, l_int32 thresh ); +LEPT_DLL extern l_ok boxSetSide ( BOX *boxs, l_int32 side, l_int32 val, l_int32 thresh ); +LEPT_DLL extern BOXA * boxaAdjustWidthToTarget ( BOXA *boxad, BOXA *boxas, l_int32 sides, l_int32 target, l_int32 thresh ); +LEPT_DLL extern BOXA * boxaAdjustHeightToTarget ( BOXA *boxad, BOXA *boxas, l_int32 sides, l_int32 target, l_int32 thresh ); +LEPT_DLL extern l_ok boxEqual ( BOX *box1, BOX *box2, l_int32 *psame ); +LEPT_DLL extern l_ok boxaEqual ( BOXA *boxa1, BOXA *boxa2, l_int32 maxdist, NUMA **pnaindex, l_int32 *psame ); +LEPT_DLL extern l_ok boxSimilar ( BOX *box1, BOX *box2, l_int32 leftdiff, l_int32 rightdiff, l_int32 topdiff, l_int32 botdiff, l_int32 *psimilar ); +LEPT_DLL extern l_ok boxaSimilar ( BOXA *boxa1, BOXA *boxa2, l_int32 leftdiff, l_int32 rightdiff, l_int32 topdiff, l_int32 botdiff, l_int32 debug, l_int32 *psimilar, NUMA **pnasim ); +LEPT_DLL extern l_ok boxaJoin ( BOXA *boxad, BOXA *boxas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern l_ok boxaaJoin ( BOXAA *baad, BOXAA *baas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern l_ok boxaSplitEvenOdd ( BOXA *boxa, l_int32 fillflag, BOXA **pboxae, BOXA **pboxao ); +LEPT_DLL extern BOXA * boxaMergeEvenOdd ( BOXA *boxae, BOXA *boxao, l_int32 fillflag ); +LEPT_DLL extern BOXA * boxaTransform ( BOXA *boxas, l_int32 shiftx, l_int32 shifty, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern BOX * boxTransform ( BOX *box, l_int32 shiftx, l_int32 shifty, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern BOXA * boxaTransformOrdered ( BOXA *boxas, l_int32 shiftx, l_int32 shifty, l_float32 scalex, l_float32 scaley, l_int32 xcen, l_int32 ycen, l_float32 angle, l_int32 order ); +LEPT_DLL extern BOX * boxTransformOrdered ( BOX *boxs, l_int32 shiftx, l_int32 shifty, l_float32 scalex, l_float32 scaley, l_int32 xcen, l_int32 ycen, l_float32 angle, l_int32 order ); +LEPT_DLL extern BOXA * boxaRotateOrth ( BOXA *boxas, l_int32 w, l_int32 h, l_int32 rotation ); +LEPT_DLL extern BOX * boxRotateOrth ( BOX *box, l_int32 w, l_int32 h, l_int32 rotation ); +LEPT_DLL extern BOXA * boxaShiftWithPta ( BOXA *boxas, PTA *pta, l_int32 dir ); +LEPT_DLL extern BOXA * boxaSort ( BOXA *boxas, l_int32 sorttype, l_int32 sortorder, NUMA **pnaindex ); +LEPT_DLL extern BOXA * boxaBinSort ( BOXA *boxas, l_int32 sorttype, l_int32 sortorder, NUMA **pnaindex ); +LEPT_DLL extern BOXA * boxaSortByIndex ( BOXA *boxas, NUMA *naindex ); +LEPT_DLL extern BOXAA * boxaSort2d ( BOXA *boxas, NUMAA **pnaad, l_int32 delta1, l_int32 delta2, l_int32 minh1 ); +LEPT_DLL extern BOXAA * boxaSort2dByIndex ( BOXA *boxas, NUMAA *naa ); +LEPT_DLL extern l_ok boxaExtractAsNuma ( BOXA *boxa, NUMA **pnal, NUMA **pnat, NUMA **pnar, NUMA **pnab, NUMA **pnaw, NUMA **pnah, l_int32 keepinvalid ); +LEPT_DLL extern l_ok boxaExtractAsPta ( BOXA *boxa, PTA **pptal, PTA **pptat, PTA **pptar, PTA **pptab, PTA **pptaw, PTA **pptah, l_int32 keepinvalid ); +LEPT_DLL extern PTA * boxaExtractCorners ( BOXA *boxa, l_int32 corner ); +LEPT_DLL extern l_ok boxaGetRankVals ( BOXA *boxa, l_float32 fract, l_int32 *px, l_int32 *py, l_int32 *pr, l_int32 *pb, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok boxaGetMedianVals ( BOXA *boxa, l_int32 *px, l_int32 *py, l_int32 *pr, l_int32 *pb, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok boxaGetAverageSize ( BOXA *boxa, l_float32 *pw, l_float32 *ph ); +LEPT_DLL extern l_ok boxaaGetExtent ( BOXAA *baa, l_int32 *pw, l_int32 *ph, BOX **pbox, BOXA **pboxa ); +LEPT_DLL extern BOXA * boxaaFlattenToBoxa ( BOXAA *baa, NUMA **pnaindex, l_int32 copyflag ); +LEPT_DLL extern BOXA * boxaaFlattenAligned ( BOXAA *baa, l_int32 num, BOX *fillerbox, l_int32 copyflag ); +LEPT_DLL extern BOXAA * boxaEncapsulateAligned ( BOXA *boxa, l_int32 num, l_int32 copyflag ); +LEPT_DLL extern BOXAA * boxaaTranspose ( BOXAA *baas ); +LEPT_DLL extern l_ok boxaaAlignBox ( BOXAA *baa, BOX *box, l_int32 delta, l_int32 *pindex ); +LEPT_DLL extern PIX * pixMaskConnComp ( PIX *pixs, l_int32 connectivity, BOXA **pboxa ); +LEPT_DLL extern PIX * pixMaskBoxa ( PIX *pixd, PIX *pixs, BOXA *boxa, l_int32 op ); +LEPT_DLL extern PIX * pixPaintBoxa ( PIX *pixs, BOXA *boxa, l_uint32 val ); +LEPT_DLL extern PIX * pixSetBlackOrWhiteBoxa ( PIX *pixs, BOXA *boxa, l_int32 op ); +LEPT_DLL extern PIX * pixPaintBoxaRandom ( PIX *pixs, BOXA *boxa ); +LEPT_DLL extern PIX * pixBlendBoxaRandom ( PIX *pixs, BOXA *boxa, l_float32 fract ); +LEPT_DLL extern PIX * pixDrawBoxa ( PIX *pixs, BOXA *boxa, l_int32 width, l_uint32 val ); +LEPT_DLL extern PIX * pixDrawBoxaRandom ( PIX *pixs, BOXA *boxa, l_int32 width ); +LEPT_DLL extern PIX * boxaaDisplay ( PIX *pixs, BOXAA *baa, l_int32 linewba, l_int32 linewb, l_uint32 colorba, l_uint32 colorb, l_int32 w, l_int32 h ); +LEPT_DLL extern PIXA * pixaDisplayBoxaa ( PIXA *pixas, BOXAA *baa, l_int32 colorflag, l_int32 width ); +LEPT_DLL extern BOXA * pixSplitIntoBoxa ( PIX *pixs, l_int32 minsum, l_int32 skipdist, l_int32 delta, l_int32 maxbg, l_int32 maxcomps, l_int32 remainder ); +LEPT_DLL extern BOXA * pixSplitComponentIntoBoxa ( PIX *pix, BOX *box, l_int32 minsum, l_int32 skipdist, l_int32 delta, l_int32 maxbg, l_int32 maxcomps, l_int32 remainder ); +LEPT_DLL extern BOXA * makeMosaicStrips ( l_int32 w, l_int32 h, l_int32 direction, l_int32 size ); +LEPT_DLL extern l_ok boxaCompareRegions ( BOXA *boxa1, BOXA *boxa2, l_int32 areathresh, l_int32 *pnsame, l_float32 *pdiffarea, l_float32 *pdiffxor, PIX **ppixdb ); +LEPT_DLL extern BOX * pixSelectLargeULComp ( PIX *pixs, l_float32 areaslop, l_int32 yslop, l_int32 connectivity ); +LEPT_DLL extern BOX * boxaSelectLargeULBox ( BOXA *boxas, l_float32 areaslop, l_int32 yslop ); +LEPT_DLL extern BOXA * boxaSelectRange ( BOXA *boxas, l_int32 first, l_int32 last, l_int32 copyflag ); +LEPT_DLL extern BOXAA * boxaaSelectRange ( BOXAA *baas, l_int32 first, l_int32 last, l_int32 copyflag ); +LEPT_DLL extern BOXA * boxaSelectBySize ( BOXA *boxas, l_int32 width, l_int32 height, l_int32 type, l_int32 relation, l_int32 *pchanged ); +LEPT_DLL extern NUMA * boxaMakeSizeIndicator ( BOXA *boxa, l_int32 width, l_int32 height, l_int32 type, l_int32 relation ); +LEPT_DLL extern BOXA * boxaSelectByArea ( BOXA *boxas, l_int32 area, l_int32 relation, l_int32 *pchanged ); +LEPT_DLL extern NUMA * boxaMakeAreaIndicator ( BOXA *boxa, l_int32 area, l_int32 relation ); +LEPT_DLL extern BOXA * boxaSelectByWHRatio ( BOXA *boxas, l_float32 ratio, l_int32 relation, l_int32 *pchanged ); +LEPT_DLL extern NUMA * boxaMakeWHRatioIndicator ( BOXA *boxa, l_float32 ratio, l_int32 relation ); +LEPT_DLL extern BOXA * boxaSelectWithIndicator ( BOXA *boxas, NUMA *na, l_int32 *pchanged ); +LEPT_DLL extern BOXA * boxaPermutePseudorandom ( BOXA *boxas ); +LEPT_DLL extern BOXA * boxaPermuteRandom ( BOXA *boxad, BOXA *boxas ); +LEPT_DLL extern l_ok boxaSwapBoxes ( BOXA *boxa, l_int32 i, l_int32 j ); +LEPT_DLL extern PTA * boxaConvertToPta ( BOXA *boxa, l_int32 ncorners ); +LEPT_DLL extern BOXA * ptaConvertToBoxa ( PTA *pta, l_int32 ncorners ); +LEPT_DLL extern PTA * boxConvertToPta ( BOX *box, l_int32 ncorners ); +LEPT_DLL extern BOX * ptaConvertToBox ( PTA *pta ); +LEPT_DLL extern l_ok boxaGetExtent ( BOXA *boxa, l_int32 *pw, l_int32 *ph, BOX **pbox ); +LEPT_DLL extern l_ok boxaGetCoverage ( BOXA *boxa, l_int32 wc, l_int32 hc, l_int32 exactflag, l_float32 *pfract ); +LEPT_DLL extern l_ok boxaaSizeRange ( BOXAA *baa, l_int32 *pminw, l_int32 *pminh, l_int32 *pmaxw, l_int32 *pmaxh ); +LEPT_DLL extern l_ok boxaSizeRange ( BOXA *boxa, l_int32 *pminw, l_int32 *pminh, l_int32 *pmaxw, l_int32 *pmaxh ); +LEPT_DLL extern l_ok boxaLocationRange ( BOXA *boxa, l_int32 *pminx, l_int32 *pminy, l_int32 *pmaxx, l_int32 *pmaxy ); +LEPT_DLL extern l_ok boxaGetSizes ( BOXA *boxa, NUMA **pnaw, NUMA **pnah ); +LEPT_DLL extern l_ok boxaGetArea ( BOXA *boxa, l_int32 *parea ); +LEPT_DLL extern PIX * boxaDisplayTiled ( BOXA *boxas, PIXA *pixa, l_int32 first, l_int32 last, l_int32 maxwidth, l_int32 linewidth, l_float32 scalefactor, l_int32 background, l_int32 spacing, l_int32 border ); +LEPT_DLL extern BOXA * boxaSmoothSequenceLS ( BOXA *boxas, l_float32 factor, l_int32 subflag, l_int32 maxdiff, l_int32 extrapixels, l_int32 debug ); +LEPT_DLL extern BOXA * boxaSmoothSequenceMedian ( BOXA *boxas, l_int32 halfwin, l_int32 subflag, l_int32 maxdiff, l_int32 extrapixels, l_int32 debug ); +LEPT_DLL extern BOXA * boxaLinearFit ( BOXA *boxas, l_float32 factor, l_int32 debug ); +LEPT_DLL extern BOXA * boxaWindowedMedian ( BOXA *boxas, l_int32 halfwin, l_int32 debug ); +LEPT_DLL extern BOXA * boxaModifyWithBoxa ( BOXA *boxas, BOXA *boxam, l_int32 subflag, l_int32 maxdiff, l_int32 extrapixels ); +LEPT_DLL extern BOXA * boxaConstrainSize ( BOXA *boxas, l_int32 width, l_int32 widthflag, l_int32 height, l_int32 heightflag ); +LEPT_DLL extern BOXA * boxaReconcileEvenOddHeight ( BOXA *boxas, l_int32 sides, l_int32 delh, l_int32 op, l_float32 factor, l_int32 start ); +LEPT_DLL extern BOXA * boxaReconcilePairWidth ( BOXA *boxas, l_int32 delw, l_int32 op, l_float32 factor, NUMA *na ); +LEPT_DLL extern l_ok boxaSizeConsistency1 ( BOXA *boxas, l_int32 type, l_float32 threshp, l_float32 threshm, l_float32 *pfvarp, l_float32 *pfvarm, l_int32 *psame ); +LEPT_DLL extern l_ok boxaSizeConsistency2 ( BOXA *boxas, l_float32 *pfdevw, l_float32 *pfdevh, l_int32 debug ); +LEPT_DLL extern BOXA * boxaReconcileSizeByMedian ( BOXA *boxas, l_int32 type, l_float32 dfract, l_float32 sfract, l_float32 factor, NUMA **pnadelw, NUMA **pnadelh, l_float32 *pratiowh ); +LEPT_DLL extern l_ok boxaPlotSides ( BOXA *boxa, const char *plotname, NUMA **pnal, NUMA **pnat, NUMA **pnar, NUMA **pnab, PIX **ppixd ); +LEPT_DLL extern l_ok boxaPlotSizes ( BOXA *boxa, const char *plotname, NUMA **pnaw, NUMA **pnah, PIX **ppixd ); +LEPT_DLL extern BOXA * boxaFillSequence ( BOXA *boxas, l_int32 useflag, l_int32 debug ); +LEPT_DLL extern l_ok boxaSizeVariation ( BOXA *boxa, l_int32 type, l_float32 *pdel_evenodd, l_float32 *prms_even, l_float32 *prms_odd, l_float32 *prms_all ); +LEPT_DLL extern l_ok boxaMedianDimensions ( BOXA *boxas, l_int32 *pmedw, l_int32 *pmedh, l_int32 *pmedwe, l_int32 *pmedwo, l_int32 *pmedhe, l_int32 *pmedho, NUMA **pnadelw, NUMA **pnadelh ); +LEPT_DLL extern L_BYTEA * l_byteaCreate ( size_t nbytes ); +LEPT_DLL extern L_BYTEA * l_byteaInitFromMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern L_BYTEA * l_byteaInitFromFile ( const char *fname ); +LEPT_DLL extern L_BYTEA * l_byteaInitFromStream ( FILE *fp ); +LEPT_DLL extern L_BYTEA * l_byteaCopy ( L_BYTEA *bas, l_int32 copyflag ); +LEPT_DLL extern void l_byteaDestroy ( L_BYTEA **pba ); +LEPT_DLL extern size_t l_byteaGetSize ( L_BYTEA *ba ); +LEPT_DLL extern l_uint8 * l_byteaGetData ( L_BYTEA *ba, size_t *psize ); +LEPT_DLL extern l_uint8 * l_byteaCopyData ( L_BYTEA *ba, size_t *psize ); +LEPT_DLL extern l_ok l_byteaAppendData ( L_BYTEA *ba, const l_uint8 *newdata, size_t newbytes ); +LEPT_DLL extern l_ok l_byteaAppendString ( L_BYTEA *ba, const char *str ); +LEPT_DLL extern l_ok l_byteaJoin ( L_BYTEA *ba1, L_BYTEA **pba2 ); +LEPT_DLL extern l_ok l_byteaSplit ( L_BYTEA *ba1, size_t splitloc, L_BYTEA **pba2 ); +LEPT_DLL extern l_ok l_byteaFindEachSequence ( L_BYTEA *ba, const l_uint8 *sequence, size_t seqlen, L_DNA **pda ); +LEPT_DLL extern l_ok l_byteaWrite ( const char *fname, L_BYTEA *ba, size_t startloc, size_t nbytes ); +LEPT_DLL extern l_ok l_byteaWriteStream ( FILE *fp, L_BYTEA *ba, size_t startloc, size_t nbytes ); +LEPT_DLL extern CCBORDA * ccbaCreate ( PIX *pixs, l_int32 n ); +LEPT_DLL extern void ccbaDestroy ( CCBORDA **pccba ); +LEPT_DLL extern CCBORD * ccbCreate ( PIX *pixs ); +LEPT_DLL extern void ccbDestroy ( CCBORD **pccb ); +LEPT_DLL extern l_ok ccbaAddCcb ( CCBORDA *ccba, CCBORD *ccb ); +LEPT_DLL extern l_int32 ccbaGetCount ( CCBORDA *ccba ); +LEPT_DLL extern CCBORD * ccbaGetCcb ( CCBORDA *ccba, l_int32 index ); +LEPT_DLL extern CCBORDA * pixGetAllCCBorders ( PIX *pixs ); +LEPT_DLL extern PTAA * pixGetOuterBordersPtaa ( PIX *pixs ); +LEPT_DLL extern l_ok pixGetOuterBorder ( CCBORD *ccb, PIX *pixs, BOX *box ); +LEPT_DLL extern l_ok ccbaGenerateGlobalLocs ( CCBORDA *ccba ); +LEPT_DLL extern l_ok ccbaGenerateStepChains ( CCBORDA *ccba ); +LEPT_DLL extern l_ok ccbaStepChainsToPixCoords ( CCBORDA *ccba, l_int32 coordtype ); +LEPT_DLL extern l_ok ccbaGenerateSPGlobalLocs ( CCBORDA *ccba, l_int32 ptsflag ); +LEPT_DLL extern l_ok ccbaGenerateSinglePath ( CCBORDA *ccba ); +LEPT_DLL extern PTA * getCutPathForHole ( PIX *pix, PTA *pta, BOX *boxinner, l_int32 *pdir, l_int32 *plen ); +LEPT_DLL extern PIX * ccbaDisplayBorder ( CCBORDA *ccba ); +LEPT_DLL extern PIX * ccbaDisplaySPBorder ( CCBORDA *ccba ); +LEPT_DLL extern PIX * ccbaDisplayImage1 ( CCBORDA *ccba ); +LEPT_DLL extern PIX * ccbaDisplayImage2 ( CCBORDA *ccba ); +LEPT_DLL extern l_ok ccbaWrite ( const char *filename, CCBORDA *ccba ); +LEPT_DLL extern l_ok ccbaWriteStream ( FILE *fp, CCBORDA *ccba ); +LEPT_DLL extern CCBORDA * ccbaRead ( const char *filename ); +LEPT_DLL extern CCBORDA * ccbaReadStream ( FILE *fp ); +LEPT_DLL extern l_ok ccbaWriteSVG ( const char *filename, CCBORDA *ccba ); +LEPT_DLL extern char * ccbaWriteSVGString ( const char *filename, CCBORDA *ccba ); +LEPT_DLL extern PIXA * pixaThinConnected ( PIXA *pixas, l_int32 type, l_int32 connectivity, l_int32 maxiters ); +LEPT_DLL extern PIX * pixThinConnected ( PIX *pixs, l_int32 type, l_int32 connectivity, l_int32 maxiters ); +LEPT_DLL extern PIX * pixThinConnectedBySet ( PIX *pixs, l_int32 type, SELA *sela, l_int32 maxiters ); +LEPT_DLL extern SELA * selaMakeThinSets ( l_int32 index, l_int32 debug ); +LEPT_DLL extern l_ok jbCorrelation ( const char *dirin, l_float32 thresh, l_float32 weight, l_int32 components, const char *rootname, l_int32 firstpage, l_int32 npages, l_int32 renderflag ); +LEPT_DLL extern l_ok jbRankHaus ( const char *dirin, l_int32 size, l_float32 rank, l_int32 components, const char *rootname, l_int32 firstpage, l_int32 npages, l_int32 renderflag ); +LEPT_DLL extern JBCLASSER * jbWordsInTextlines ( const char *dirin, l_int32 reduction, l_int32 maxwidth, l_int32 maxheight, l_float32 thresh, l_float32 weight, NUMA **pnatl, l_int32 firstpage, l_int32 npages ); +LEPT_DLL extern l_ok pixGetWordsInTextlines ( PIX *pixs, l_int32 minwidth, l_int32 minheight, l_int32 maxwidth, l_int32 maxheight, BOXA **pboxad, PIXA **ppixad, NUMA **pnai ); +LEPT_DLL extern l_ok pixGetWordBoxesInTextlines ( PIX *pixs, l_int32 minwidth, l_int32 minheight, l_int32 maxwidth, l_int32 maxheight, BOXA **pboxad, NUMA **pnai ); +LEPT_DLL extern l_ok pixFindWordAndCharacterBoxes ( PIX *pixs, BOX *boxs, l_int32 thresh, BOXA **pboxaw, BOXAA **pboxaac, const char *debugdir ); +LEPT_DLL extern NUMAA * boxaExtractSortedPattern ( BOXA *boxa, NUMA *na ); +LEPT_DLL extern l_ok numaaCompareImagesByBoxes ( NUMAA *naa1, NUMAA *naa2, l_int32 nperline, l_int32 nreq, l_int32 maxshiftx, l_int32 maxshifty, l_int32 delx, l_int32 dely, l_int32 *psame, l_int32 debugflag ); +LEPT_DLL extern l_ok pixColorContent ( PIX *pixs, l_int32 rwhite, l_int32 gwhite, l_int32 bwhite, l_int32 mingray, PIX **ppixr, PIX **ppixg, PIX **ppixb ); +LEPT_DLL extern PIX * pixColorMagnitude ( PIX *pixs, l_int32 rwhite, l_int32 gwhite, l_int32 bwhite, l_int32 type ); +LEPT_DLL extern PIX * pixMaskOverColorPixels ( PIX *pixs, l_int32 threshdiff, l_int32 mindist ); +LEPT_DLL extern PIX * pixMaskOverGrayPixels ( PIX *pixs, l_int32 maxlimit, l_int32 satlimit ); +LEPT_DLL extern PIX * pixMaskOverColorRange ( PIX *pixs, l_int32 rmin, l_int32 rmax, l_int32 gmin, l_int32 gmax, l_int32 bmin, l_int32 bmax ); +LEPT_DLL extern l_ok pixColorFraction ( PIX *pixs, l_int32 darkthresh, l_int32 lightthresh, l_int32 diffthresh, l_int32 factor, l_float32 *ppixfract, l_float32 *pcolorfract ); +LEPT_DLL extern l_ok pixFindColorRegions ( PIX *pixs, PIX *pixm, l_int32 factor, l_int32 lightthresh, l_int32 darkthresh, l_int32 mindiff, l_int32 colordiff, l_float32 edgefract, l_float32 *pcolorfract, PIX **pcolormask1, PIX **pcolormask2, PIXA *pixadb ); +LEPT_DLL extern l_ok pixNumSignificantGrayColors ( PIX *pixs, l_int32 darkthresh, l_int32 lightthresh, l_float32 minfract, l_int32 factor, l_int32 *pncolors ); +LEPT_DLL extern l_ok pixColorsForQuantization ( PIX *pixs, l_int32 thresh, l_int32 *pncolors, l_int32 *piscolor, l_int32 debug ); +LEPT_DLL extern l_ok pixNumColors ( PIX *pixs, l_int32 factor, l_int32 *pncolors ); +LEPT_DLL extern l_ok pixGetMostPopulatedColors ( PIX *pixs, l_int32 sigbits, l_int32 factor, l_int32 ncolors, l_uint32 **parray, PIXCMAP **pcmap ); +LEPT_DLL extern PIX * pixSimpleColorQuantize ( PIX *pixs, l_int32 sigbits, l_int32 factor, l_int32 ncolors ); +LEPT_DLL extern NUMA * pixGetRGBHistogram ( PIX *pixs, l_int32 sigbits, l_int32 factor ); +LEPT_DLL extern l_ok makeRGBIndexTables ( l_uint32 **prtab, l_uint32 **pgtab, l_uint32 **pbtab, l_int32 sigbits ); +LEPT_DLL extern l_ok getRGBFromIndex ( l_uint32 index, l_int32 sigbits, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern l_ok pixHasHighlightRed ( PIX *pixs, l_int32 factor, l_float32 fract, l_float32 fthresh, l_int32 *phasred, l_float32 *pratio, PIX **ppixdb ); +LEPT_DLL extern PIX * pixColorGrayRegions ( PIX *pixs, BOXA *boxa, l_int32 type, l_int32 thresh, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixColorGray ( PIX *pixs, BOX *box, l_int32 type, l_int32 thresh, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern PIX * pixColorGrayMasked ( PIX *pixs, PIX *pixm, l_int32 type, l_int32 thresh, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern PIX * pixSnapColor ( PIX *pixd, PIX *pixs, l_uint32 srcval, l_uint32 dstval, l_int32 diff ); +LEPT_DLL extern PIX * pixSnapColorCmap ( PIX *pixd, PIX *pixs, l_uint32 srcval, l_uint32 dstval, l_int32 diff ); +LEPT_DLL extern PIX * pixLinearMapToTargetColor ( PIX *pixd, PIX *pixs, l_uint32 srcval, l_uint32 dstval ); +LEPT_DLL extern l_ok pixelLinearMapToTargetColor ( l_uint32 scolor, l_uint32 srcmap, l_uint32 dstmap, l_uint32 *pdcolor ); +LEPT_DLL extern PIX * pixShiftByComponent ( PIX *pixd, PIX *pixs, l_uint32 srcval, l_uint32 dstval ); +LEPT_DLL extern l_ok pixelShiftByComponent ( l_int32 rval, l_int32 gval, l_int32 bval, l_uint32 srcval, l_uint32 dstval, l_uint32 *ppixel ); +LEPT_DLL extern l_ok pixelFractionalShift ( l_int32 rval, l_int32 gval, l_int32 bval, l_float32 fraction, l_uint32 *ppixel ); +LEPT_DLL extern PIXCMAP * pixcmapCreate ( l_int32 depth ); +LEPT_DLL extern PIXCMAP * pixcmapCreateRandom ( l_int32 depth, l_int32 hasblack, l_int32 haswhite ); +LEPT_DLL extern PIXCMAP * pixcmapCreateLinear ( l_int32 d, l_int32 nlevels ); +LEPT_DLL extern PIXCMAP * pixcmapCopy ( const PIXCMAP *cmaps ); +LEPT_DLL extern void pixcmapDestroy ( PIXCMAP **pcmap ); +LEPT_DLL extern l_ok pixcmapIsValid ( const PIXCMAP *cmap, l_int32 *pvalid ); +LEPT_DLL extern l_ok pixcmapAddColor ( PIXCMAP *cmap, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixcmapAddRGBA ( PIXCMAP *cmap, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 aval ); +LEPT_DLL extern l_ok pixcmapAddNewColor ( PIXCMAP *cmap, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *pindex ); +LEPT_DLL extern l_ok pixcmapAddNearestColor ( PIXCMAP *cmap, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *pindex ); +LEPT_DLL extern l_ok pixcmapUsableColor ( PIXCMAP *cmap, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *pusable ); +LEPT_DLL extern l_ok pixcmapAddBlackOrWhite ( PIXCMAP *cmap, l_int32 color, l_int32 *pindex ); +LEPT_DLL extern l_ok pixcmapSetBlackAndWhite ( PIXCMAP *cmap, l_int32 setblack, l_int32 setwhite ); +LEPT_DLL extern l_int32 pixcmapGetCount ( const PIXCMAP *cmap ); +LEPT_DLL extern l_int32 pixcmapGetFreeCount ( PIXCMAP *cmap ); +LEPT_DLL extern l_int32 pixcmapGetDepth ( PIXCMAP *cmap ); +LEPT_DLL extern l_ok pixcmapGetMinDepth ( PIXCMAP *cmap, l_int32 *pmindepth ); +LEPT_DLL extern l_ok pixcmapClear ( PIXCMAP *cmap ); +LEPT_DLL extern l_ok pixcmapGetColor ( PIXCMAP *cmap, l_int32 index, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern l_ok pixcmapGetColor32 ( PIXCMAP *cmap, l_int32 index, l_uint32 *pval32 ); +LEPT_DLL extern l_ok pixcmapGetRGBA ( PIXCMAP *cmap, l_int32 index, l_int32 *prval, l_int32 *pgval, l_int32 *pbval, l_int32 *paval ); +LEPT_DLL extern l_ok pixcmapGetRGBA32 ( PIXCMAP *cmap, l_int32 index, l_uint32 *pval32 ); +LEPT_DLL extern l_ok pixcmapResetColor ( PIXCMAP *cmap, l_int32 index, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixcmapSetAlpha ( PIXCMAP *cmap, l_int32 index, l_int32 aval ); +LEPT_DLL extern l_int32 pixcmapGetIndex ( PIXCMAP *cmap, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *pindex ); +LEPT_DLL extern l_ok pixcmapHasColor ( PIXCMAP *cmap, l_int32 *pcolor ); +LEPT_DLL extern l_ok pixcmapIsOpaque ( PIXCMAP *cmap, l_int32 *popaque ); +LEPT_DLL extern l_ok pixcmapIsBlackAndWhite ( PIXCMAP *cmap, l_int32 *pblackwhite ); +LEPT_DLL extern l_ok pixcmapCountGrayColors ( PIXCMAP *cmap, l_int32 *pngray ); +LEPT_DLL extern l_ok pixcmapGetRankIntensity ( PIXCMAP *cmap, l_float32 rankval, l_int32 *pindex ); +LEPT_DLL extern l_ok pixcmapGetNearestIndex ( PIXCMAP *cmap, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *pindex ); +LEPT_DLL extern l_ok pixcmapGetNearestGrayIndex ( PIXCMAP *cmap, l_int32 val, l_int32 *pindex ); +LEPT_DLL extern l_ok pixcmapGetDistanceToColor ( PIXCMAP *cmap, l_int32 index, l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *pdist ); +LEPT_DLL extern l_ok pixcmapGetRangeValues ( PIXCMAP *cmap, l_int32 select, l_int32 *pminval, l_int32 *pmaxval, l_int32 *pminindex, l_int32 *pmaxindex ); +LEPT_DLL extern PIXCMAP * pixcmapGrayToColor ( l_uint32 color ); +LEPT_DLL extern PIXCMAP * pixcmapColorToGray ( PIXCMAP *cmaps, l_float32 rwt, l_float32 gwt, l_float32 bwt ); +LEPT_DLL extern PIXCMAP * pixcmapConvertTo4 ( PIXCMAP *cmaps ); +LEPT_DLL extern PIXCMAP * pixcmapConvertTo8 ( PIXCMAP *cmaps ); +LEPT_DLL extern PIXCMAP * pixcmapRead ( const char *filename ); +LEPT_DLL extern PIXCMAP * pixcmapReadStream ( FILE *fp ); +LEPT_DLL extern PIXCMAP * pixcmapReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok pixcmapWrite ( const char *filename, const PIXCMAP *cmap ); +LEPT_DLL extern l_ok pixcmapWriteStream ( FILE *fp, const PIXCMAP *cmap ); +LEPT_DLL extern l_ok pixcmapWriteMem ( l_uint8 **pdata, size_t *psize, const PIXCMAP *cmap ); +LEPT_DLL extern l_ok pixcmapToArrays ( const PIXCMAP *cmap, l_int32 **prmap, l_int32 **pgmap, l_int32 **pbmap, l_int32 **pamap ); +LEPT_DLL extern l_ok pixcmapToRGBTable ( PIXCMAP *cmap, l_uint32 **ptab, l_int32 *pncolors ); +LEPT_DLL extern l_ok pixcmapSerializeToMemory ( PIXCMAP *cmap, l_int32 cpc, l_int32 *pncolors, l_uint8 **pdata ); +LEPT_DLL extern PIXCMAP * pixcmapDeserializeFromMemory ( l_uint8 *data, l_int32 cpc, l_int32 ncolors ); +LEPT_DLL extern char * pixcmapConvertToHex ( l_uint8 *data, l_int32 ncolors ); +LEPT_DLL extern l_ok pixcmapGammaTRC ( PIXCMAP *cmap, l_float32 gamma, l_int32 minval, l_int32 maxval ); +LEPT_DLL extern l_ok pixcmapContrastTRC ( PIXCMAP *cmap, l_float32 factor ); +LEPT_DLL extern l_ok pixcmapShiftIntensity ( PIXCMAP *cmap, l_float32 fraction ); +LEPT_DLL extern l_ok pixcmapShiftByComponent ( PIXCMAP *cmap, l_uint32 srcval, l_uint32 dstval ); +LEPT_DLL extern PIX * pixColorMorph ( PIX *pixs, l_int32 type, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOctreeColorQuant ( PIX *pixs, l_int32 colors, l_int32 ditherflag ); +LEPT_DLL extern PIX * pixOctreeColorQuantGeneral ( PIX *pixs, l_int32 colors, l_int32 ditherflag, l_float32 validthresh, l_float32 colorthresh ); +LEPT_DLL extern l_ok makeRGBToIndexTables ( l_int32 cqlevels, l_uint32 **prtab, l_uint32 **pgtab, l_uint32 **pbtab ); +LEPT_DLL extern void getOctcubeIndexFromRGB ( l_int32 rval, l_int32 gval, l_int32 bval, l_uint32 *rtab, l_uint32 *gtab, l_uint32 *btab, l_uint32 *pindex ); +LEPT_DLL extern PIX * pixOctreeQuantByPopulation ( PIX *pixs, l_int32 level, l_int32 ditherflag ); +LEPT_DLL extern PIX * pixOctreeQuantNumColors ( PIX *pixs, l_int32 maxcolors, l_int32 subsample ); +LEPT_DLL extern PIX * pixOctcubeQuantMixedWithGray ( PIX *pixs, l_int32 depth, l_int32 graylevels, l_int32 delta ); +LEPT_DLL extern PIX * pixFixedOctcubeQuant256 ( PIX *pixs, l_int32 ditherflag ); +LEPT_DLL extern PIX * pixFewColorsOctcubeQuant1 ( PIX *pixs, l_int32 level ); +LEPT_DLL extern PIX * pixFewColorsOctcubeQuant2 ( PIX *pixs, l_int32 level, NUMA *na, l_int32 ncolors, l_int32 *pnerrors ); +LEPT_DLL extern PIX * pixFewColorsOctcubeQuantMixed ( PIX *pixs, l_int32 level, l_int32 darkthresh, l_int32 lightthresh, l_int32 diffthresh, l_float32 minfract, l_int32 maxspan ); +LEPT_DLL extern PIX * pixFixedOctcubeQuantGenRGB ( PIX *pixs, l_int32 level ); +LEPT_DLL extern PIX * pixQuantFromCmap ( PIX *pixs, PIXCMAP *cmap, l_int32 mindepth, l_int32 level, l_int32 metric ); +LEPT_DLL extern PIX * pixOctcubeQuantFromCmap ( PIX *pixs, PIXCMAP *cmap, l_int32 mindepth, l_int32 level, l_int32 metric ); +LEPT_DLL extern NUMA * pixOctcubeHistogram ( PIX *pixs, l_int32 level, l_int32 *pncolors ); +LEPT_DLL extern l_int32 * pixcmapToOctcubeLUT ( PIXCMAP *cmap, l_int32 level, l_int32 metric ); +LEPT_DLL extern l_ok pixRemoveUnusedColors ( PIX *pixs ); +LEPT_DLL extern l_ok pixNumberOccupiedOctcubes ( PIX *pix, l_int32 level, l_int32 mincount, l_float32 minfract, l_int32 *pncolors ); +LEPT_DLL extern PIX * pixMedianCutQuant ( PIX *pixs, l_int32 ditherflag ); +LEPT_DLL extern PIX * pixMedianCutQuantGeneral ( PIX *pixs, l_int32 ditherflag, l_int32 outdepth, l_int32 maxcolors, l_int32 sigbits, l_int32 maxsub, l_int32 checkbw ); +LEPT_DLL extern PIX * pixMedianCutQuantMixed ( PIX *pixs, l_int32 ncolor, l_int32 ngray, l_int32 darkthresh, l_int32 lightthresh, l_int32 diffthresh ); +LEPT_DLL extern PIX * pixFewColorsMedianCutQuantMixed ( PIX *pixs, l_int32 ncolor, l_int32 ngray, l_int32 maxncolors, l_int32 darkthresh, l_int32 lightthresh, l_int32 diffthresh ); +LEPT_DLL extern l_int32 * pixMedianCutHisto ( PIX *pixs, l_int32 sigbits, l_int32 subsample ); +LEPT_DLL extern PIX * pixColorSegment ( PIX *pixs, l_int32 maxdist, l_int32 maxcolors, l_int32 selsize, l_int32 finalcolors, l_int32 debugflag ); +LEPT_DLL extern PIX * pixColorSegmentCluster ( PIX *pixs, l_int32 maxdist, l_int32 maxcolors, l_int32 debugflag ); +LEPT_DLL extern l_ok pixAssignToNearestColor ( PIX *pixd, PIX *pixs, PIX *pixm, l_int32 level, l_int32 *countarray ); +LEPT_DLL extern l_ok pixColorSegmentClean ( PIX *pixs, l_int32 selsize, l_int32 *countarray ); +LEPT_DLL extern l_ok pixColorSegmentRemoveColors ( PIX *pixd, PIX *pixs, l_int32 finalcolors ); +LEPT_DLL extern PIX * pixConvertRGBToHSV ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern PIX * pixConvertHSVToRGB ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern l_ok convertRGBToHSV ( l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *phval, l_int32 *psval, l_int32 *pvval ); +LEPT_DLL extern l_ok convertHSVToRGB ( l_int32 hval, l_int32 sval, l_int32 vval, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern l_ok pixcmapConvertRGBToHSV ( PIXCMAP *cmap ); +LEPT_DLL extern l_ok pixcmapConvertHSVToRGB ( PIXCMAP *cmap ); +LEPT_DLL extern PIX * pixConvertRGBToHue ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertRGBToSaturation ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertRGBToValue ( PIX *pixs ); +LEPT_DLL extern PIX * pixMakeRangeMaskHS ( PIX *pixs, l_int32 huecenter, l_int32 huehw, l_int32 satcenter, l_int32 sathw, l_int32 regionflag ); +LEPT_DLL extern PIX * pixMakeRangeMaskHV ( PIX *pixs, l_int32 huecenter, l_int32 huehw, l_int32 valcenter, l_int32 valhw, l_int32 regionflag ); +LEPT_DLL extern PIX * pixMakeRangeMaskSV ( PIX *pixs, l_int32 satcenter, l_int32 sathw, l_int32 valcenter, l_int32 valhw, l_int32 regionflag ); +LEPT_DLL extern PIX * pixMakeHistoHS ( PIX *pixs, l_int32 factor, NUMA **pnahue, NUMA **pnasat ); +LEPT_DLL extern PIX * pixMakeHistoHV ( PIX *pixs, l_int32 factor, NUMA **pnahue, NUMA **pnaval ); +LEPT_DLL extern PIX * pixMakeHistoSV ( PIX *pixs, l_int32 factor, NUMA **pnasat, NUMA **pnaval ); +LEPT_DLL extern l_ok pixFindHistoPeaksHSV ( PIX *pixs, l_int32 type, l_int32 width, l_int32 height, l_int32 npeaks, l_float32 erasefactor, PTA **ppta, NUMA **pnatot, PIXA **ppixa ); +LEPT_DLL extern PIX * displayHSVColorRange ( l_int32 hval, l_int32 sval, l_int32 vval, l_int32 huehw, l_int32 sathw, l_int32 nsamp, l_int32 factor ); +LEPT_DLL extern PIX * pixConvertRGBToYUV ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern PIX * pixConvertYUVToRGB ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern l_ok convertRGBToYUV ( l_int32 rval, l_int32 gval, l_int32 bval, l_int32 *pyval, l_int32 *puval, l_int32 *pvval ); +LEPT_DLL extern l_ok convertYUVToRGB ( l_int32 yval, l_int32 uval, l_int32 vval, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern l_ok pixcmapConvertRGBToYUV ( PIXCMAP *cmap ); +LEPT_DLL extern l_ok pixcmapConvertYUVToRGB ( PIXCMAP *cmap ); +LEPT_DLL extern FPIXA * pixConvertRGBToXYZ ( PIX *pixs ); +LEPT_DLL extern PIX * fpixaConvertXYZToRGB ( FPIXA *fpixa ); +LEPT_DLL extern l_ok convertRGBToXYZ ( l_int32 rval, l_int32 gval, l_int32 bval, l_float32 *pfxval, l_float32 *pfyval, l_float32 *pfzval ); +LEPT_DLL extern l_ok convertXYZToRGB ( l_float32 fxval, l_float32 fyval, l_float32 fzval, l_int32 blackout, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern FPIXA * fpixaConvertXYZToLAB ( FPIXA *fpixas ); +LEPT_DLL extern FPIXA * fpixaConvertLABToXYZ ( FPIXA *fpixas ); +LEPT_DLL extern l_ok convertXYZToLAB ( l_float32 xval, l_float32 yval, l_float32 zval, l_float32 *plval, l_float32 *paval, l_float32 *pbval ); +LEPT_DLL extern l_ok convertLABToXYZ ( l_float32 lval, l_float32 aval, l_float32 bval, l_float32 *pxval, l_float32 *pyval, l_float32 *pzval ); +LEPT_DLL extern FPIXA * pixConvertRGBToLAB ( PIX *pixs ); +LEPT_DLL extern PIX * fpixaConvertLABToRGB ( FPIXA *fpixa ); +LEPT_DLL extern l_ok convertRGBToLAB ( l_int32 rval, l_int32 gval, l_int32 bval, l_float32 *pflval, l_float32 *pfaval, l_float32 *pfbval ); +LEPT_DLL extern l_ok convertLABToRGB ( l_float32 flval, l_float32 faval, l_float32 fbval, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern l_ok pixEqual ( PIX *pix1, PIX *pix2, l_int32 *psame ); +LEPT_DLL extern l_ok pixEqualWithAlpha ( PIX *pix1, PIX *pix2, l_int32 use_alpha, l_int32 *psame ); +LEPT_DLL extern l_ok pixEqualWithCmap ( PIX *pix1, PIX *pix2, l_int32 *psame ); +LEPT_DLL extern l_ok cmapEqual ( PIXCMAP *cmap1, PIXCMAP *cmap2, l_int32 ncomps, l_int32 *psame ); +LEPT_DLL extern l_ok pixUsesCmapColor ( PIX *pixs, l_int32 *pcolor ); +LEPT_DLL extern l_ok pixCorrelationBinary ( PIX *pix1, PIX *pix2, l_float32 *pval ); +LEPT_DLL extern PIX * pixDisplayDiffBinary ( PIX *pix1, PIX *pix2 ); +LEPT_DLL extern l_ok pixCompareBinary ( PIX *pix1, PIX *pix2, l_int32 comptype, l_float32 *pfract, PIX **ppixdiff ); +LEPT_DLL extern l_ok pixCompareGrayOrRGB ( PIX *pix1, PIX *pix2, l_int32 comptype, l_int32 plottype, l_int32 *psame, l_float32 *pdiff, l_float32 *prmsdiff, PIX **ppixdiff ); +LEPT_DLL extern l_ok pixCompareGray ( PIX *pix1, PIX *pix2, l_int32 comptype, l_int32 plottype, l_int32 *psame, l_float32 *pdiff, l_float32 *prmsdiff, PIX **ppixdiff ); +LEPT_DLL extern l_ok pixCompareRGB ( PIX *pix1, PIX *pix2, l_int32 comptype, l_int32 plottype, l_int32 *psame, l_float32 *pdiff, l_float32 *prmsdiff, PIX **ppixdiff ); +LEPT_DLL extern l_ok pixCompareTiled ( PIX *pix1, PIX *pix2, l_int32 sx, l_int32 sy, l_int32 type, PIX **ppixdiff ); +LEPT_DLL extern NUMA * pixCompareRankDifference ( PIX *pix1, PIX *pix2, l_int32 factor ); +LEPT_DLL extern l_ok pixTestForSimilarity ( PIX *pix1, PIX *pix2, l_int32 factor, l_int32 mindiff, l_float32 maxfract, l_float32 maxave, l_int32 *psimilar, l_int32 details ); +LEPT_DLL extern l_ok pixGetDifferenceStats ( PIX *pix1, PIX *pix2, l_int32 factor, l_int32 mindiff, l_float32 *pfractdiff, l_float32 *pavediff, l_int32 details ); +LEPT_DLL extern NUMA * pixGetDifferenceHistogram ( PIX *pix1, PIX *pix2, l_int32 factor ); +LEPT_DLL extern l_ok pixGetPerceptualDiff ( PIX *pixs1, PIX *pixs2, l_int32 sampling, l_int32 dilation, l_int32 mindiff, l_float32 *pfract, PIX **ppixdiff1, PIX **ppixdiff2 ); +LEPT_DLL extern l_ok pixGetPSNR ( PIX *pix1, PIX *pix2, l_int32 factor, l_float32 *ppsnr ); +LEPT_DLL extern l_ok pixaComparePhotoRegionsByHisto ( PIXA *pixa, l_float32 minratio, l_float32 textthresh, l_int32 factor, l_int32 n, l_float32 simthresh, NUMA **pnai, l_float32 **pscores, PIX **ppixd, l_int32 debug ); +LEPT_DLL extern l_ok pixComparePhotoRegionsByHisto ( PIX *pix1, PIX *pix2, BOX *box1, BOX *box2, l_float32 minratio, l_int32 factor, l_int32 n, l_float32 *pscore, l_int32 debugflag ); +LEPT_DLL extern l_ok pixGenPhotoHistos ( PIX *pixs, BOX *box, l_int32 factor, l_float32 thresh, l_int32 n, NUMAA **pnaa, l_int32 *pw, l_int32 *ph, l_int32 debugindex ); +LEPT_DLL extern PIX * pixPadToCenterCentroid ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern l_ok pixCentroid8 ( PIX *pixs, l_int32 factor, l_float32 *pcx, l_float32 *pcy ); +LEPT_DLL extern l_ok pixDecideIfPhotoImage ( PIX *pix, l_int32 factor, l_float32 thresh, l_int32 n, NUMAA **pnaa, PIXA *pixadebug ); +LEPT_DLL extern l_ok compareTilesByHisto ( NUMAA *naa1, NUMAA *naa2, l_float32 minratio, l_int32 w1, l_int32 h1, l_int32 w2, l_int32 h2, l_float32 *pscore, PIXA *pixadebug ); +LEPT_DLL extern l_ok pixCompareGrayByHisto ( PIX *pix1, PIX *pix2, BOX *box1, BOX *box2, l_float32 minratio, l_int32 maxgray, l_int32 factor, l_int32 n, l_float32 *pscore, l_int32 debugflag ); +LEPT_DLL extern l_ok pixCropAlignedToCentroid ( PIX *pix1, PIX *pix2, l_int32 factor, BOX **pbox1, BOX **pbox2 ); +LEPT_DLL extern l_uint8 * l_compressGrayHistograms ( NUMAA *naa, l_int32 w, l_int32 h, size_t *psize ); +LEPT_DLL extern NUMAA * l_uncompressGrayHistograms ( l_uint8 *bytea, size_t size, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok pixCompareWithTranslation ( PIX *pix1, PIX *pix2, l_int32 thresh, l_int32 *pdelx, l_int32 *pdely, l_float32 *pscore, l_int32 debugflag ); +LEPT_DLL extern l_ok pixBestCorrelation ( PIX *pix1, PIX *pix2, l_int32 area1, l_int32 area2, l_int32 etransx, l_int32 etransy, l_int32 maxshift, l_int32 *tab8, l_int32 *pdelx, l_int32 *pdely, l_float32 *pscore, l_int32 debugflag ); +LEPT_DLL extern BOXA * pixConnComp ( PIX *pixs, PIXA **ppixa, l_int32 connectivity ); +LEPT_DLL extern BOXA * pixConnCompPixa ( PIX *pixs, PIXA **ppixa, l_int32 connectivity ); +LEPT_DLL extern BOXA * pixConnCompBB ( PIX *pixs, l_int32 connectivity ); +LEPT_DLL extern l_ok pixCountConnComp ( PIX *pixs, l_int32 connectivity, l_int32 *pcount ); +LEPT_DLL extern l_int32 nextOnPixelInRaster ( PIX *pixs, l_int32 xstart, l_int32 ystart, l_int32 *px, l_int32 *py ); +LEPT_DLL extern BOX * pixSeedfillBB ( PIX *pixs, L_STACK *stack, l_int32 x, l_int32 y, l_int32 connectivity ); +LEPT_DLL extern BOX * pixSeedfill4BB ( PIX *pixs, L_STACK *stack, l_int32 x, l_int32 y ); +LEPT_DLL extern BOX * pixSeedfill8BB ( PIX *pixs, L_STACK *stack, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok pixSeedfill ( PIX *pixs, L_STACK *stack, l_int32 x, l_int32 y, l_int32 connectivity ); +LEPT_DLL extern l_ok pixSeedfill4 ( PIX *pixs, L_STACK *stack, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok pixSeedfill8 ( PIX *pixs, L_STACK *stack, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok convertFilesTo1bpp ( const char *dirin, const char *substr, l_int32 upscaling, l_int32 thresh, l_int32 firstpage, l_int32 npages, const char *dirout, l_int32 outformat ); +LEPT_DLL extern PIX * pixBlockconv ( PIX *pix, l_int32 wc, l_int32 hc ); +LEPT_DLL extern PIX * pixBlockconvGray ( PIX *pixs, PIX *pixacc, l_int32 wc, l_int32 hc ); +LEPT_DLL extern PIX * pixBlockconvAccum ( PIX *pixs ); +LEPT_DLL extern PIX * pixBlockconvGrayUnnormalized ( PIX *pixs, l_int32 wc, l_int32 hc ); +LEPT_DLL extern PIX * pixBlockconvTiled ( PIX *pix, l_int32 wc, l_int32 hc, l_int32 nx, l_int32 ny ); +LEPT_DLL extern PIX * pixBlockconvGrayTile ( PIX *pixs, PIX *pixacc, l_int32 wc, l_int32 hc ); +LEPT_DLL extern l_ok pixWindowedStats ( PIX *pixs, l_int32 wc, l_int32 hc, l_int32 hasborder, PIX **ppixm, PIX **ppixms, FPIX **pfpixv, FPIX **pfpixrv ); +LEPT_DLL extern PIX * pixWindowedMean ( PIX *pixs, l_int32 wc, l_int32 hc, l_int32 hasborder, l_int32 normflag ); +LEPT_DLL extern PIX * pixWindowedMeanSquare ( PIX *pixs, l_int32 wc, l_int32 hc, l_int32 hasborder ); +LEPT_DLL extern l_ok pixWindowedVariance ( PIX *pixm, PIX *pixms, FPIX **pfpixv, FPIX **pfpixrv ); +LEPT_DLL extern DPIX * pixMeanSquareAccum ( PIX *pixs ); +LEPT_DLL extern PIX * pixBlockrank ( PIX *pixs, PIX *pixacc, l_int32 wc, l_int32 hc, l_float32 rank ); +LEPT_DLL extern PIX * pixBlocksum ( PIX *pixs, PIX *pixacc, l_int32 wc, l_int32 hc ); +LEPT_DLL extern PIX * pixCensusTransform ( PIX *pixs, l_int32 halfsize, PIX *pixacc ); +LEPT_DLL extern PIX * pixConvolve ( PIX *pixs, L_KERNEL *kel, l_int32 outdepth, l_int32 normflag ); +LEPT_DLL extern PIX * pixConvolveSep ( PIX *pixs, L_KERNEL *kelx, L_KERNEL *kely, l_int32 outdepth, l_int32 normflag ); +LEPT_DLL extern PIX * pixConvolveRGB ( PIX *pixs, L_KERNEL *kel ); +LEPT_DLL extern PIX * pixConvolveRGBSep ( PIX *pixs, L_KERNEL *kelx, L_KERNEL *kely ); +LEPT_DLL extern FPIX * fpixConvolve ( FPIX *fpixs, L_KERNEL *kel, l_int32 normflag ); +LEPT_DLL extern FPIX * fpixConvolveSep ( FPIX *fpixs, L_KERNEL *kelx, L_KERNEL *kely, l_int32 normflag ); +LEPT_DLL extern PIX * pixConvolveWithBias ( PIX *pixs, L_KERNEL *kel1, L_KERNEL *kel2, l_int32 force8, l_int32 *pbias ); +LEPT_DLL extern void l_setConvolveSampling ( l_int32 xfact, l_int32 yfact ); +LEPT_DLL extern PIX * pixAddGaussianNoise ( PIX *pixs, l_float32 stdev ); +LEPT_DLL extern l_float32 gaussDistribSampling ( ); +LEPT_DLL extern l_ok pixCorrelationScore ( PIX *pix1, PIX *pix2, l_int32 area1, l_int32 area2, l_float32 delx, l_float32 dely, l_int32 maxdiffw, l_int32 maxdiffh, l_int32 *tab, l_float32 *pscore ); +LEPT_DLL extern l_int32 pixCorrelationScoreThresholded ( PIX *pix1, PIX *pix2, l_int32 area1, l_int32 area2, l_float32 delx, l_float32 dely, l_int32 maxdiffw, l_int32 maxdiffh, l_int32 *tab, l_int32 *downcount, l_float32 score_threshold ); +LEPT_DLL extern l_ok pixCorrelationScoreSimple ( PIX *pix1, PIX *pix2, l_int32 area1, l_int32 area2, l_float32 delx, l_float32 dely, l_int32 maxdiffw, l_int32 maxdiffh, l_int32 *tab, l_float32 *pscore ); +LEPT_DLL extern l_ok pixCorrelationScoreShifted ( PIX *pix1, PIX *pix2, l_int32 area1, l_int32 area2, l_int32 delx, l_int32 dely, l_int32 *tab, l_float32 *pscore ); +LEPT_DLL extern L_DEWARP * dewarpCreate ( PIX *pixs, l_int32 pageno ); +LEPT_DLL extern L_DEWARP * dewarpCreateRef ( l_int32 pageno, l_int32 refpage ); +LEPT_DLL extern void dewarpDestroy ( L_DEWARP **pdew ); +LEPT_DLL extern L_DEWARPA * dewarpaCreate ( l_int32 nptrs, l_int32 sampling, l_int32 redfactor, l_int32 minlines, l_int32 maxdist ); +LEPT_DLL extern L_DEWARPA * dewarpaCreateFromPixacomp ( PIXAC *pixac, l_int32 useboth, l_int32 sampling, l_int32 minlines, l_int32 maxdist ); +LEPT_DLL extern void dewarpaDestroy ( L_DEWARPA **pdewa ); +LEPT_DLL extern l_ok dewarpaDestroyDewarp ( L_DEWARPA *dewa, l_int32 pageno ); +LEPT_DLL extern l_ok dewarpaInsertDewarp ( L_DEWARPA *dewa, L_DEWARP *dew ); +LEPT_DLL extern L_DEWARP * dewarpaGetDewarp ( L_DEWARPA *dewa, l_int32 index ); +LEPT_DLL extern l_ok dewarpaSetCurvatures ( L_DEWARPA *dewa, l_int32 max_linecurv, l_int32 min_diff_linecurv, l_int32 max_diff_linecurv, l_int32 max_edgecurv, l_int32 max_diff_edgecurv, l_int32 max_edgeslope ); +LEPT_DLL extern l_ok dewarpaUseBothArrays ( L_DEWARPA *dewa, l_int32 useboth ); +LEPT_DLL extern l_ok dewarpaSetCheckColumns ( L_DEWARPA *dewa, l_int32 check_columns ); +LEPT_DLL extern l_ok dewarpaSetMaxDistance ( L_DEWARPA *dewa, l_int32 maxdist ); +LEPT_DLL extern L_DEWARP * dewarpRead ( const char *filename ); +LEPT_DLL extern L_DEWARP * dewarpReadStream ( FILE *fp ); +LEPT_DLL extern L_DEWARP * dewarpReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok dewarpWrite ( const char *filename, L_DEWARP *dew ); +LEPT_DLL extern l_ok dewarpWriteStream ( FILE *fp, L_DEWARP *dew ); +LEPT_DLL extern l_ok dewarpWriteMem ( l_uint8 **pdata, size_t *psize, L_DEWARP *dew ); +LEPT_DLL extern L_DEWARPA * dewarpaRead ( const char *filename ); +LEPT_DLL extern L_DEWARPA * dewarpaReadStream ( FILE *fp ); +LEPT_DLL extern L_DEWARPA * dewarpaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok dewarpaWrite ( const char *filename, L_DEWARPA *dewa ); +LEPT_DLL extern l_ok dewarpaWriteStream ( FILE *fp, L_DEWARPA *dewa ); +LEPT_DLL extern l_ok dewarpaWriteMem ( l_uint8 **pdata, size_t *psize, L_DEWARPA *dewa ); +LEPT_DLL extern l_ok dewarpBuildPageModel ( L_DEWARP *dew, const char *debugfile ); +LEPT_DLL extern l_ok dewarpFindVertDisparity ( L_DEWARP *dew, PTAA *ptaa, l_int32 rotflag ); +LEPT_DLL extern l_ok dewarpFindHorizDisparity ( L_DEWARP *dew, PTAA *ptaa ); +LEPT_DLL extern PTAA * dewarpGetTextlineCenters ( PIX *pixs, l_int32 debugflag ); +LEPT_DLL extern PTAA * dewarpRemoveShortLines ( PIX *pixs, PTAA *ptaas, l_float32 fract, l_int32 debugflag ); +LEPT_DLL extern l_ok dewarpFindHorizSlopeDisparity ( L_DEWARP *dew, PIX *pixb, l_float32 fractthresh, l_int32 parity ); +LEPT_DLL extern l_ok dewarpBuildLineModel ( L_DEWARP *dew, l_int32 opensize, const char *debugfile ); +LEPT_DLL extern l_ok dewarpaModelStatus ( L_DEWARPA *dewa, l_int32 pageno, l_int32 *pvsuccess, l_int32 *phsuccess ); +LEPT_DLL extern l_ok dewarpaApplyDisparity ( L_DEWARPA *dewa, l_int32 pageno, PIX *pixs, l_int32 grayin, l_int32 x, l_int32 y, PIX **ppixd, const char *debugfile ); +LEPT_DLL extern l_ok dewarpaApplyDisparityBoxa ( L_DEWARPA *dewa, l_int32 pageno, PIX *pixs, BOXA *boxas, l_int32 mapdir, l_int32 x, l_int32 y, BOXA **pboxad, const char *debugfile ); +LEPT_DLL extern l_ok dewarpMinimize ( L_DEWARP *dew ); +LEPT_DLL extern l_ok dewarpPopulateFullRes ( L_DEWARP *dew, PIX *pix, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok dewarpSinglePage ( PIX *pixs, l_int32 thresh, l_int32 adaptive, l_int32 useboth, l_int32 check_columns, PIX **ppixd, L_DEWARPA **pdewa, l_int32 debug ); +LEPT_DLL extern l_ok dewarpSinglePageInit ( PIX *pixs, l_int32 thresh, l_int32 adaptive, l_int32 useboth, l_int32 check_columns, PIX **ppixb, L_DEWARPA **pdewa ); +LEPT_DLL extern l_ok dewarpSinglePageRun ( PIX *pixs, PIX *pixb, L_DEWARPA *dewa, PIX **ppixd, l_int32 debug ); +LEPT_DLL extern l_ok dewarpaListPages ( L_DEWARPA *dewa ); +LEPT_DLL extern l_ok dewarpaSetValidModels ( L_DEWARPA *dewa, l_int32 notests, l_int32 debug ); +LEPT_DLL extern l_ok dewarpaInsertRefModels ( L_DEWARPA *dewa, l_int32 notests, l_int32 debug ); +LEPT_DLL extern l_ok dewarpaStripRefModels ( L_DEWARPA *dewa ); +LEPT_DLL extern l_ok dewarpaRestoreModels ( L_DEWARPA *dewa ); +LEPT_DLL extern l_ok dewarpaInfo ( FILE *fp, L_DEWARPA *dewa ); +LEPT_DLL extern l_ok dewarpaModelStats ( L_DEWARPA *dewa, l_int32 *pnnone, l_int32 *pnvsuccess, l_int32 *pnvvalid, l_int32 *pnhsuccess, l_int32 *pnhvalid, l_int32 *pnref ); +LEPT_DLL extern l_ok dewarpaShowArrays ( L_DEWARPA *dewa, l_float32 scalefact, l_int32 first, l_int32 last ); +LEPT_DLL extern l_ok dewarpDebug ( L_DEWARP *dew, const char *subdirs, l_int32 index ); +LEPT_DLL extern l_ok dewarpShowResults ( L_DEWARPA *dewa, SARRAY *sa, BOXA *boxa, l_int32 firstpage, l_int32 lastpage, const char *pdfout ); +LEPT_DLL extern L_DNA * l_dnaCreate ( l_int32 n ); +LEPT_DLL extern L_DNA * l_dnaCreateFromIArray ( l_int32 *iarray, l_int32 size ); +LEPT_DLL extern L_DNA * l_dnaCreateFromDArray ( l_float64 *darray, l_int32 size, l_int32 copyflag ); +LEPT_DLL extern L_DNA * l_dnaMakeSequence ( l_float64 startval, l_float64 increment, l_int32 size ); +LEPT_DLL extern void l_dnaDestroy ( L_DNA **pda ); +LEPT_DLL extern L_DNA * l_dnaCopy ( L_DNA *da ); +LEPT_DLL extern L_DNA * l_dnaClone ( L_DNA *da ); +LEPT_DLL extern l_ok l_dnaEmpty ( L_DNA *da ); +LEPT_DLL extern l_ok l_dnaAddNumber ( L_DNA *da, l_float64 val ); +LEPT_DLL extern l_ok l_dnaInsertNumber ( L_DNA *da, l_int32 index, l_float64 val ); +LEPT_DLL extern l_ok l_dnaRemoveNumber ( L_DNA *da, l_int32 index ); +LEPT_DLL extern l_ok l_dnaReplaceNumber ( L_DNA *da, l_int32 index, l_float64 val ); +LEPT_DLL extern l_int32 l_dnaGetCount ( L_DNA *da ); +LEPT_DLL extern l_ok l_dnaSetCount ( L_DNA *da, l_int32 newcount ); +LEPT_DLL extern l_ok l_dnaGetDValue ( L_DNA *da, l_int32 index, l_float64 *pval ); +LEPT_DLL extern l_ok l_dnaGetIValue ( L_DNA *da, l_int32 index, l_int32 *pival ); +LEPT_DLL extern l_ok l_dnaSetValue ( L_DNA *da, l_int32 index, l_float64 val ); +LEPT_DLL extern l_ok l_dnaShiftValue ( L_DNA *da, l_int32 index, l_float64 diff ); +LEPT_DLL extern l_int32 * l_dnaGetIArray ( L_DNA *da ); +LEPT_DLL extern l_float64 * l_dnaGetDArray ( L_DNA *da, l_int32 copyflag ); +LEPT_DLL extern l_int32 l_dnaGetRefcount ( L_DNA *da ); +LEPT_DLL extern l_ok l_dnaChangeRefcount ( L_DNA *da, l_int32 delta ); +LEPT_DLL extern l_ok l_dnaGetParameters ( L_DNA *da, l_float64 *pstartx, l_float64 *pdelx ); +LEPT_DLL extern l_ok l_dnaSetParameters ( L_DNA *da, l_float64 startx, l_float64 delx ); +LEPT_DLL extern l_ok l_dnaCopyParameters ( L_DNA *dad, L_DNA *das ); +LEPT_DLL extern L_DNA * l_dnaRead ( const char *filename ); +LEPT_DLL extern L_DNA * l_dnaReadStream ( FILE *fp ); +LEPT_DLL extern l_ok l_dnaWrite ( const char *filename, L_DNA *da ); +LEPT_DLL extern l_ok l_dnaWriteStream ( FILE *fp, L_DNA *da ); +LEPT_DLL extern L_DNAA * l_dnaaCreate ( l_int32 n ); +LEPT_DLL extern L_DNAA * l_dnaaCreateFull ( l_int32 nptr, l_int32 n ); +LEPT_DLL extern l_ok l_dnaaTruncate ( L_DNAA *daa ); +LEPT_DLL extern void l_dnaaDestroy ( L_DNAA **pdaa ); +LEPT_DLL extern l_ok l_dnaaAddDna ( L_DNAA *daa, L_DNA *da, l_int32 copyflag ); +LEPT_DLL extern l_int32 l_dnaaGetCount ( L_DNAA *daa ); +LEPT_DLL extern l_int32 l_dnaaGetDnaCount ( L_DNAA *daa, l_int32 index ); +LEPT_DLL extern l_int32 l_dnaaGetNumberCount ( L_DNAA *daa ); +LEPT_DLL extern L_DNA * l_dnaaGetDna ( L_DNAA *daa, l_int32 index, l_int32 accessflag ); +LEPT_DLL extern l_ok l_dnaaReplaceDna ( L_DNAA *daa, l_int32 index, L_DNA *da ); +LEPT_DLL extern l_ok l_dnaaGetValue ( L_DNAA *daa, l_int32 i, l_int32 j, l_float64 *pval ); +LEPT_DLL extern l_ok l_dnaaAddNumber ( L_DNAA *daa, l_int32 index, l_float64 val ); +LEPT_DLL extern L_DNAA * l_dnaaRead ( const char *filename ); +LEPT_DLL extern L_DNAA * l_dnaaReadStream ( FILE *fp ); +LEPT_DLL extern l_ok l_dnaaWrite ( const char *filename, L_DNAA *daa ); +LEPT_DLL extern l_ok l_dnaaWriteStream ( FILE *fp, L_DNAA *daa ); +LEPT_DLL extern l_ok l_dnaJoin ( L_DNA *dad, L_DNA *das, l_int32 istart, l_int32 iend ); +LEPT_DLL extern L_DNA * l_dnaaFlattenToDna ( L_DNAA *daa ); +LEPT_DLL extern NUMA * l_dnaConvertToNuma ( L_DNA *da ); +LEPT_DLL extern L_DNA * numaConvertToDna ( NUMA *na ); +LEPT_DLL extern L_DNA * l_dnaUnionByAset ( L_DNA *da1, L_DNA *da2 ); +LEPT_DLL extern L_DNA * l_dnaRemoveDupsByAset ( L_DNA *das ); +LEPT_DLL extern L_DNA * l_dnaIntersectionByAset ( L_DNA *da1, L_DNA *da2 ); +LEPT_DLL extern L_ASET * l_asetCreateFromDna ( L_DNA *da ); +LEPT_DLL extern L_DNA * l_dnaDiffAdjValues ( L_DNA *das ); +LEPT_DLL extern L_DNAHASH * l_dnaHashCreate ( l_int32 nbuckets, l_int32 initsize ); +LEPT_DLL extern void l_dnaHashDestroy ( L_DNAHASH **pdahash ); +LEPT_DLL extern l_int32 l_dnaHashGetCount ( L_DNAHASH *dahash ); +LEPT_DLL extern l_int32 l_dnaHashGetTotalCount ( L_DNAHASH *dahash ); +LEPT_DLL extern L_DNA * l_dnaHashGetDna ( L_DNAHASH *dahash, l_uint64 key, l_int32 copyflag ); +LEPT_DLL extern l_ok l_dnaHashAdd ( L_DNAHASH *dahash, l_uint64 key, l_float64 value ); +LEPT_DLL extern L_DNAHASH * l_dnaHashCreateFromDna ( L_DNA *da ); +LEPT_DLL extern l_ok l_dnaRemoveDupsByHash ( L_DNA *das, L_DNA **pdad, L_DNAHASH **pdahash ); +LEPT_DLL extern l_ok l_dnaMakeHistoByHash ( L_DNA *das, L_DNAHASH **pdahash, L_DNA **pdav, L_DNA **pdac ); +LEPT_DLL extern L_DNA * l_dnaIntersectionByHash ( L_DNA *da1, L_DNA *da2 ); +LEPT_DLL extern l_ok l_dnaFindValByHash ( L_DNA *da, L_DNAHASH *dahash, l_float64 val, l_int32 *pindex ); +LEPT_DLL extern PIX * pixMorphDwa_2 ( PIX *pixd, PIX *pixs, l_int32 operation, char *selname ); +LEPT_DLL extern PIX * pixFMorphopGen_2 ( PIX *pixd, PIX *pixs, l_int32 operation, char *selname ); +LEPT_DLL extern l_int32 fmorphopgen_low_2 ( l_uint32 *datad, l_int32 w, l_int32 h, l_int32 wpld, l_uint32 *datas, l_int32 wpls, l_int32 index ); +LEPT_DLL extern PIX * pixSobelEdgeFilter ( PIX *pixs, l_int32 orientflag ); +LEPT_DLL extern PIX * pixTwoSidedEdgeFilter ( PIX *pixs, l_int32 orientflag ); +LEPT_DLL extern l_ok pixMeasureEdgeSmoothness ( PIX *pixs, l_int32 side, l_int32 minjump, l_int32 minreversal, l_float32 *pjpl, l_float32 *pjspl, l_float32 *prpl, const char *debugfile ); +LEPT_DLL extern NUMA * pixGetEdgeProfile ( PIX *pixs, l_int32 side, const char *debugfile ); +LEPT_DLL extern l_ok pixGetLastOffPixelInRun ( PIX *pixs, l_int32 x, l_int32 y, l_int32 direction, l_int32 *ploc ); +LEPT_DLL extern l_int32 pixGetLastOnPixelInRun ( PIX *pixs, l_int32 x, l_int32 y, l_int32 direction, l_int32 *ploc ); +LEPT_DLL extern char * encodeBase64 ( const l_uint8 *inarray, l_int32 insize, l_int32 *poutsize ); +LEPT_DLL extern l_uint8 * decodeBase64 ( const char *inarray, l_int32 insize, l_int32 *poutsize ); +LEPT_DLL extern char * encodeAscii85 ( const l_uint8 *inarray, l_int32 insize, l_int32 *poutsize ); +LEPT_DLL extern l_uint8 * decodeAscii85 ( const char *inarray, l_int32 insize, l_int32 *poutsize ); +LEPT_DLL extern char * reformatPacked64 ( const char *inarray, l_int32 insize, l_int32 leadspace, l_int32 linechars, l_int32 addquotes, l_int32 *poutsize ); +LEPT_DLL extern PIX * pixGammaTRC ( PIX *pixd, PIX *pixs, l_float32 gamma, l_int32 minval, l_int32 maxval ); +LEPT_DLL extern PIX * pixGammaTRCMasked ( PIX *pixd, PIX *pixs, PIX *pixm, l_float32 gamma, l_int32 minval, l_int32 maxval ); +LEPT_DLL extern PIX * pixGammaTRCWithAlpha ( PIX *pixd, PIX *pixs, l_float32 gamma, l_int32 minval, l_int32 maxval ); +LEPT_DLL extern NUMA * numaGammaTRC ( l_float32 gamma, l_int32 minval, l_int32 maxval ); +LEPT_DLL extern PIX * pixContrastTRC ( PIX *pixd, PIX *pixs, l_float32 factor ); +LEPT_DLL extern PIX * pixContrastTRCMasked ( PIX *pixd, PIX *pixs, PIX *pixm, l_float32 factor ); +LEPT_DLL extern NUMA * numaContrastTRC ( l_float32 factor ); +LEPT_DLL extern PIX * pixEqualizeTRC ( PIX *pixd, PIX *pixs, l_float32 fract, l_int32 factor ); +LEPT_DLL extern NUMA * numaEqualizeTRC ( PIX *pix, l_float32 fract, l_int32 factor ); +LEPT_DLL extern l_int32 pixTRCMap ( PIX *pixs, PIX *pixm, NUMA *na ); +LEPT_DLL extern l_int32 pixTRCMapGeneral ( PIX *pixs, PIX *pixm, NUMA *nar, NUMA *nag, NUMA *nab ); +LEPT_DLL extern PIX * pixUnsharpMasking ( PIX *pixs, l_int32 halfwidth, l_float32 fract ); +LEPT_DLL extern PIX * pixUnsharpMaskingGray ( PIX *pixs, l_int32 halfwidth, l_float32 fract ); +LEPT_DLL extern PIX * pixUnsharpMaskingFast ( PIX *pixs, l_int32 halfwidth, l_float32 fract, l_int32 direction ); +LEPT_DLL extern PIX * pixUnsharpMaskingGrayFast ( PIX *pixs, l_int32 halfwidth, l_float32 fract, l_int32 direction ); +LEPT_DLL extern PIX * pixUnsharpMaskingGray1D ( PIX *pixs, l_int32 halfwidth, l_float32 fract, l_int32 direction ); +LEPT_DLL extern PIX * pixUnsharpMaskingGray2D ( PIX *pixs, l_int32 halfwidth, l_float32 fract ); +LEPT_DLL extern PIX * pixModifyHue ( PIX *pixd, PIX *pixs, l_float32 fract ); +LEPT_DLL extern PIX * pixModifySaturation ( PIX *pixd, PIX *pixs, l_float32 fract ); +LEPT_DLL extern l_int32 pixMeasureSaturation ( PIX *pixs, l_int32 factor, l_float32 *psat ); +LEPT_DLL extern PIX * pixModifyBrightness ( PIX *pixd, PIX *pixs, l_float32 fract ); +LEPT_DLL extern PIX * pixMosaicColorShiftRGB ( PIX *pixs, l_float32 roff, l_float32 goff, l_float32 boff, l_float32 delta, l_int32 nincr ); +LEPT_DLL extern PIX * pixColorShiftRGB ( PIX *pixs, l_float32 rfract, l_float32 gfract, l_float32 bfract ); +LEPT_DLL extern PIX * pixDarkenGray ( PIX *pixd, PIX *pixs, l_int32 thresh, l_int32 satlimit ); +LEPT_DLL extern PIX * pixMultConstantColor ( PIX *pixs, l_float32 rfact, l_float32 gfact, l_float32 bfact ); +LEPT_DLL extern PIX * pixMultMatrixColor ( PIX *pixs, L_KERNEL *kel ); +LEPT_DLL extern PIX * pixHalfEdgeByBandpass ( PIX *pixs, l_int32 sm1h, l_int32 sm1v, l_int32 sm2h, l_int32 sm2v ); +LEPT_DLL extern l_ok fhmtautogen ( SELA *sela, l_int32 fileindex, const char *filename ); +LEPT_DLL extern l_ok fhmtautogen1 ( SELA *sela, l_int32 fileindex, const char *filename ); +LEPT_DLL extern l_ok fhmtautogen2 ( SELA *sela, l_int32 fileindex, const char *filename ); +LEPT_DLL extern PIX * pixHMTDwa_1 ( PIX *pixd, PIX *pixs, const char *selname ); +LEPT_DLL extern PIX * pixFHMTGen_1 ( PIX *pixd, PIX *pixs, const char *selname ); +LEPT_DLL extern l_int32 fhmtgen_low_1 ( l_uint32 *datad, l_int32 w, l_int32 h, l_int32 wpld, l_uint32 *datas, l_int32 wpls, l_int32 index ); +LEPT_DLL extern l_ok pixItalicWords ( PIX *pixs, BOXA *boxaw, PIX *pixw, BOXA **pboxa, l_int32 debugflag ); +LEPT_DLL extern PIX * pixOrientCorrect ( PIX *pixs, l_float32 minupconf, l_float32 minratio, l_float32 *pupconf, l_float32 *pleftconf, l_int32 *protation, l_int32 debug ); +LEPT_DLL extern l_ok pixOrientDetect ( PIX *pixs, l_float32 *pupconf, l_float32 *pleftconf, l_int32 mincount, l_int32 debug ); +LEPT_DLL extern l_ok makeOrientDecision ( l_float32 upconf, l_float32 leftconf, l_float32 minupconf, l_float32 minratio, l_int32 *porient, l_int32 debug ); +LEPT_DLL extern l_ok pixUpDownDetect ( PIX *pixs, l_float32 *pconf, l_int32 mincount, l_int32 debug ); +LEPT_DLL extern l_ok pixUpDownDetectGeneral ( PIX *pixs, l_float32 *pconf, l_int32 mincount, l_int32 npixels, l_int32 debug ); +LEPT_DLL extern l_ok pixOrientDetectDwa ( PIX *pixs, l_float32 *pupconf, l_float32 *pleftconf, l_int32 mincount, l_int32 debug ); +LEPT_DLL extern l_ok pixUpDownDetectDwa ( PIX *pixs, l_float32 *pconf, l_int32 mincount, l_int32 debug ); +LEPT_DLL extern l_ok pixUpDownDetectGeneralDwa ( PIX *pixs, l_float32 *pconf, l_int32 mincount, l_int32 npixels, l_int32 debug ); +LEPT_DLL extern l_ok pixMirrorDetect ( PIX *pixs, l_float32 *pconf, l_int32 mincount, l_int32 debug ); +LEPT_DLL extern l_ok pixMirrorDetectDwa ( PIX *pixs, l_float32 *pconf, l_int32 mincount, l_int32 debug ); +LEPT_DLL extern PIX * pixFlipFHMTGen ( PIX *pixd, PIX *pixs, const char *selname ); +LEPT_DLL extern l_ok fmorphautogen ( SELA *sela, l_int32 fileindex, const char *filename ); +LEPT_DLL extern l_ok fmorphautogen1 ( SELA *sela, l_int32 fileindex, const char *filename ); +LEPT_DLL extern l_int32 fmorphautogen2 ( SELA *sela, l_int32 fileindex, const char *filename ); +LEPT_DLL extern PIX * pixMorphDwa_1 ( PIX *pixd, PIX *pixs, l_int32 operation, char *selname ); +LEPT_DLL extern PIX * pixFMorphopGen_1 ( PIX *pixd, PIX *pixs, l_int32 operation, char *selname ); +LEPT_DLL extern l_int32 fmorphopgen_low_1 ( l_uint32 *datad, l_int32 w, l_int32 h, l_int32 wpld, l_uint32 *datas, l_int32 wpls, l_int32 index ); +LEPT_DLL extern FPIX * fpixCreate ( l_int32 width, l_int32 height ); +LEPT_DLL extern FPIX * fpixCreateTemplate ( FPIX *fpixs ); +LEPT_DLL extern FPIX * fpixClone ( FPIX *fpix ); +LEPT_DLL extern FPIX * fpixCopy ( FPIX *fpixd, FPIX *fpixs ); +LEPT_DLL extern l_ok fpixResizeImageData ( FPIX *fpixd, FPIX *fpixs ); +LEPT_DLL extern void fpixDestroy ( FPIX **pfpix ); +LEPT_DLL extern l_ok fpixGetDimensions ( FPIX *fpix, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok fpixSetDimensions ( FPIX *fpix, l_int32 w, l_int32 h ); +LEPT_DLL extern l_int32 fpixGetWpl ( FPIX *fpix ); +LEPT_DLL extern l_ok fpixSetWpl ( FPIX *fpix, l_int32 wpl ); +LEPT_DLL extern l_int32 fpixGetRefcount ( FPIX *fpix ); +LEPT_DLL extern l_ok fpixChangeRefcount ( FPIX *fpix, l_int32 delta ); +LEPT_DLL extern l_ok fpixGetResolution ( FPIX *fpix, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern l_ok fpixSetResolution ( FPIX *fpix, l_int32 xres, l_int32 yres ); +LEPT_DLL extern l_ok fpixCopyResolution ( FPIX *fpixd, FPIX *fpixs ); +LEPT_DLL extern l_float32 * fpixGetData ( FPIX *fpix ); +LEPT_DLL extern l_ok fpixSetData ( FPIX *fpix, l_float32 *data ); +LEPT_DLL extern l_ok fpixGetPixel ( FPIX *fpix, l_int32 x, l_int32 y, l_float32 *pval ); +LEPT_DLL extern l_ok fpixSetPixel ( FPIX *fpix, l_int32 x, l_int32 y, l_float32 val ); +LEPT_DLL extern FPIXA * fpixaCreate ( l_int32 n ); +LEPT_DLL extern FPIXA * fpixaCopy ( FPIXA *fpixa, l_int32 copyflag ); +LEPT_DLL extern void fpixaDestroy ( FPIXA **pfpixa ); +LEPT_DLL extern l_ok fpixaAddFPix ( FPIXA *fpixa, FPIX *fpix, l_int32 copyflag ); +LEPT_DLL extern l_int32 fpixaGetCount ( FPIXA *fpixa ); +LEPT_DLL extern l_ok fpixaChangeRefcount ( FPIXA *fpixa, l_int32 delta ); +LEPT_DLL extern FPIX * fpixaGetFPix ( FPIXA *fpixa, l_int32 index, l_int32 accesstype ); +LEPT_DLL extern l_ok fpixaGetFPixDimensions ( FPIXA *fpixa, l_int32 index, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_float32 * fpixaGetData ( FPIXA *fpixa, l_int32 index ); +LEPT_DLL extern l_ok fpixaGetPixel ( FPIXA *fpixa, l_int32 index, l_int32 x, l_int32 y, l_float32 *pval ); +LEPT_DLL extern l_ok fpixaSetPixel ( FPIXA *fpixa, l_int32 index, l_int32 x, l_int32 y, l_float32 val ); +LEPT_DLL extern DPIX * dpixCreate ( l_int32 width, l_int32 height ); +LEPT_DLL extern DPIX * dpixCreateTemplate ( DPIX *dpixs ); +LEPT_DLL extern DPIX * dpixClone ( DPIX *dpix ); +LEPT_DLL extern DPIX * dpixCopy ( DPIX *dpixd, DPIX *dpixs ); +LEPT_DLL extern l_ok dpixResizeImageData ( DPIX *dpixd, DPIX *dpixs ); +LEPT_DLL extern void dpixDestroy ( DPIX **pdpix ); +LEPT_DLL extern l_ok dpixGetDimensions ( DPIX *dpix, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok dpixSetDimensions ( DPIX *dpix, l_int32 w, l_int32 h ); +LEPT_DLL extern l_int32 dpixGetWpl ( DPIX *dpix ); +LEPT_DLL extern l_ok dpixSetWpl ( DPIX *dpix, l_int32 wpl ); +LEPT_DLL extern l_int32 dpixGetRefcount ( DPIX *dpix ); +LEPT_DLL extern l_ok dpixChangeRefcount ( DPIX *dpix, l_int32 delta ); +LEPT_DLL extern l_ok dpixGetResolution ( DPIX *dpix, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern l_ok dpixSetResolution ( DPIX *dpix, l_int32 xres, l_int32 yres ); +LEPT_DLL extern l_ok dpixCopyResolution ( DPIX *dpixd, DPIX *dpixs ); +LEPT_DLL extern l_float64 * dpixGetData ( DPIX *dpix ); +LEPT_DLL extern l_ok dpixSetData ( DPIX *dpix, l_float64 *data ); +LEPT_DLL extern l_ok dpixGetPixel ( DPIX *dpix, l_int32 x, l_int32 y, l_float64 *pval ); +LEPT_DLL extern l_ok dpixSetPixel ( DPIX *dpix, l_int32 x, l_int32 y, l_float64 val ); +LEPT_DLL extern FPIX * fpixRead ( const char *filename ); +LEPT_DLL extern FPIX * fpixReadStream ( FILE *fp ); +LEPT_DLL extern FPIX * fpixReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok fpixWrite ( const char *filename, FPIX *fpix ); +LEPT_DLL extern l_ok fpixWriteStream ( FILE *fp, FPIX *fpix ); +LEPT_DLL extern l_ok fpixWriteMem ( l_uint8 **pdata, size_t *psize, FPIX *fpix ); +LEPT_DLL extern FPIX * fpixEndianByteSwap ( FPIX *fpixd, FPIX *fpixs ); +LEPT_DLL extern DPIX * dpixRead ( const char *filename ); +LEPT_DLL extern DPIX * dpixReadStream ( FILE *fp ); +LEPT_DLL extern DPIX * dpixReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok dpixWrite ( const char *filename, DPIX *dpix ); +LEPT_DLL extern l_ok dpixWriteStream ( FILE *fp, DPIX *dpix ); +LEPT_DLL extern l_ok dpixWriteMem ( l_uint8 **pdata, size_t *psize, DPIX *dpix ); +LEPT_DLL extern DPIX * dpixEndianByteSwap ( DPIX *dpixd, DPIX *dpixs ); +LEPT_DLL extern l_ok fpixPrintStream ( FILE *fp, FPIX *fpix, l_int32 factor ); +LEPT_DLL extern FPIX * pixConvertToFPix ( PIX *pixs, l_int32 ncomps ); +LEPT_DLL extern DPIX * pixConvertToDPix ( PIX *pixs, l_int32 ncomps ); +LEPT_DLL extern PIX * fpixConvertToPix ( FPIX *fpixs, l_int32 outdepth, l_int32 negvals, l_int32 errorflag ); +LEPT_DLL extern PIX * fpixDisplayMaxDynamicRange ( FPIX *fpixs ); +LEPT_DLL extern DPIX * fpixConvertToDPix ( FPIX *fpix ); +LEPT_DLL extern PIX * dpixConvertToPix ( DPIX *dpixs, l_int32 outdepth, l_int32 negvals, l_int32 errorflag ); +LEPT_DLL extern FPIX * dpixConvertToFPix ( DPIX *dpix ); +LEPT_DLL extern l_ok fpixGetMin ( FPIX *fpix, l_float32 *pminval, l_int32 *pxminloc, l_int32 *pyminloc ); +LEPT_DLL extern l_ok fpixGetMax ( FPIX *fpix, l_float32 *pmaxval, l_int32 *pxmaxloc, l_int32 *pymaxloc ); +LEPT_DLL extern l_ok dpixGetMin ( DPIX *dpix, l_float64 *pminval, l_int32 *pxminloc, l_int32 *pyminloc ); +LEPT_DLL extern l_ok dpixGetMax ( DPIX *dpix, l_float64 *pmaxval, l_int32 *pxmaxloc, l_int32 *pymaxloc ); +LEPT_DLL extern FPIX * fpixScaleByInteger ( FPIX *fpixs, l_int32 factor ); +LEPT_DLL extern DPIX * dpixScaleByInteger ( DPIX *dpixs, l_int32 factor ); +LEPT_DLL extern FPIX * fpixLinearCombination ( FPIX *fpixd, FPIX *fpixs1, FPIX *fpixs2, l_float32 a, l_float32 b ); +LEPT_DLL extern l_ok fpixAddMultConstant ( FPIX *fpix, l_float32 addc, l_float32 multc ); +LEPT_DLL extern DPIX * dpixLinearCombination ( DPIX *dpixd, DPIX *dpixs1, DPIX *dpixs2, l_float32 a, l_float32 b ); +LEPT_DLL extern l_ok dpixAddMultConstant ( DPIX *dpix, l_float64 addc, l_float64 multc ); +LEPT_DLL extern l_ok fpixSetAllArbitrary ( FPIX *fpix, l_float32 inval ); +LEPT_DLL extern l_ok dpixSetAllArbitrary ( DPIX *dpix, l_float64 inval ); +LEPT_DLL extern FPIX * fpixAddBorder ( FPIX *fpixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern FPIX * fpixRemoveBorder ( FPIX *fpixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern FPIX * fpixAddMirroredBorder ( FPIX *fpixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern FPIX * fpixAddContinuedBorder ( FPIX *fpixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern FPIX * fpixAddSlopeBorder ( FPIX *fpixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern l_ok fpixRasterop ( FPIX *fpixd, l_int32 dx, l_int32 dy, l_int32 dw, l_int32 dh, FPIX *fpixs, l_int32 sx, l_int32 sy ); +LEPT_DLL extern FPIX * fpixRotateOrth ( FPIX *fpixs, l_int32 quads ); +LEPT_DLL extern FPIX * fpixRotate180 ( FPIX *fpixd, FPIX *fpixs ); +LEPT_DLL extern FPIX * fpixRotate90 ( FPIX *fpixs, l_int32 direction ); +LEPT_DLL extern FPIX * fpixFlipLR ( FPIX *fpixd, FPIX *fpixs ); +LEPT_DLL extern FPIX * fpixFlipTB ( FPIX *fpixd, FPIX *fpixs ); +LEPT_DLL extern FPIX * fpixAffinePta ( FPIX *fpixs, PTA *ptad, PTA *ptas, l_int32 border, l_float32 inval ); +LEPT_DLL extern FPIX * fpixAffine ( FPIX *fpixs, l_float32 *vc, l_float32 inval ); +LEPT_DLL extern FPIX * fpixProjectivePta ( FPIX *fpixs, PTA *ptad, PTA *ptas, l_int32 border, l_float32 inval ); +LEPT_DLL extern FPIX * fpixProjective ( FPIX *fpixs, l_float32 *vc, l_float32 inval ); +LEPT_DLL extern l_ok linearInterpolatePixelFloat ( l_float32 *datas, l_int32 w, l_int32 h, l_float32 x, l_float32 y, l_float32 inval, l_float32 *pval ); +LEPT_DLL extern PIX * fpixThresholdToPix ( FPIX *fpix, l_float32 thresh ); +LEPT_DLL extern FPIX * pixComponentFunction ( PIX *pix, l_float32 rnum, l_float32 gnum, l_float32 bnum, l_float32 rdenom, l_float32 gdenom, l_float32 bdenom ); +LEPT_DLL extern PIX * pixReadStreamGif ( FILE *fp ); +LEPT_DLL extern PIX * pixReadMemGif ( const l_uint8 *cdata, size_t size ); +LEPT_DLL extern l_ok pixWriteStreamGif ( FILE *fp, PIX *pix ); +LEPT_DLL extern l_ok pixWriteMemGif ( l_uint8 **pdata, size_t *psize, PIX *pix ); +LEPT_DLL extern GPLOT * gplotCreate ( const char *rootname, l_int32 outformat, const char *title, const char *xlabel, const char *ylabel ); +LEPT_DLL extern void gplotDestroy ( GPLOT **pgplot ); +LEPT_DLL extern l_ok gplotAddPlot ( GPLOT *gplot, NUMA *nax, NUMA *nay, l_int32 plotstyle, const char *plottitle ); +LEPT_DLL extern l_ok gplotSetScaling ( GPLOT *gplot, l_int32 scaling ); +LEPT_DLL extern l_ok gplotMakeOutput ( GPLOT *gplot ); +LEPT_DLL extern l_ok gplotGenCommandFile ( GPLOT *gplot ); +LEPT_DLL extern l_ok gplotGenDataFiles ( GPLOT *gplot ); +LEPT_DLL extern l_ok gplotSimple1 ( NUMA *na, l_int32 outformat, const char *outroot, const char *title ); +LEPT_DLL extern l_ok gplotSimple2 ( NUMA *na1, NUMA *na2, l_int32 outformat, const char *outroot, const char *title ); +LEPT_DLL extern l_ok gplotSimpleN ( NUMAA *naa, l_int32 outformat, const char *outroot, const char *title ); +LEPT_DLL extern l_ok gplotSimpleXY1 ( NUMA *nax, NUMA *nay, l_int32 plotstyle, l_int32 outformat, const char *outroot, const char *title ); +LEPT_DLL extern l_ok gplotSimpleXY2 ( NUMA *nax, NUMA *nay1, NUMA *nay2, l_int32 plotstyle, l_int32 outformat, const char *outroot, const char *title ); +LEPT_DLL extern l_ok gplotSimpleXYN ( NUMA *nax, NUMAA *naay, l_int32 plotstyle, l_int32 outformat, const char *outroot, const char *title ); +LEPT_DLL extern GPLOT * gplotRead ( const char *filename ); +LEPT_DLL extern l_ok gplotWrite ( const char *filename, GPLOT *gplot ); +LEPT_DLL extern PTA * generatePtaLine ( l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2 ); +LEPT_DLL extern PTA * generatePtaWideLine ( l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_int32 width ); +LEPT_DLL extern PTA * generatePtaBox ( BOX *box, l_int32 width ); +LEPT_DLL extern PTA * generatePtaBoxa ( BOXA *boxa, l_int32 width, l_int32 removedups ); +LEPT_DLL extern PTA * generatePtaHashBox ( BOX *box, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline ); +LEPT_DLL extern PTA * generatePtaHashBoxa ( BOXA *boxa, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 removedups ); +LEPT_DLL extern PTAA * generatePtaaBoxa ( BOXA *boxa ); +LEPT_DLL extern PTAA * generatePtaaHashBoxa ( BOXA *boxa, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline ); +LEPT_DLL extern PTA * generatePtaPolyline ( PTA *ptas, l_int32 width, l_int32 closeflag, l_int32 removedups ); +LEPT_DLL extern PTA * generatePtaGrid ( l_int32 w, l_int32 h, l_int32 nx, l_int32 ny, l_int32 width ); +LEPT_DLL extern PTA * convertPtaLineTo4cc ( PTA *ptas ); +LEPT_DLL extern PTA * generatePtaFilledCircle ( l_int32 radius ); +LEPT_DLL extern PTA * generatePtaFilledSquare ( l_int32 side ); +LEPT_DLL extern PTA * generatePtaLineFromPt ( l_int32 x, l_int32 y, l_float64 length, l_float64 radang ); +LEPT_DLL extern l_ok locatePtRadially ( l_int32 xr, l_int32 yr, l_float64 dist, l_float64 radang, l_float64 *px, l_float64 *py ); +LEPT_DLL extern l_ok pixRenderPlotFromNuma ( PIX **ppix, NUMA *na, l_int32 plotloc, l_int32 linewidth, l_int32 max, l_uint32 color ); +LEPT_DLL extern PTA * makePlotPtaFromNuma ( NUMA *na, l_int32 size, l_int32 plotloc, l_int32 linewidth, l_int32 max ); +LEPT_DLL extern l_ok pixRenderPlotFromNumaGen ( PIX **ppix, NUMA *na, l_int32 orient, l_int32 linewidth, l_int32 refpos, l_int32 max, l_int32 drawref, l_uint32 color ); +LEPT_DLL extern PTA * makePlotPtaFromNumaGen ( NUMA *na, l_int32 orient, l_int32 linewidth, l_int32 refpos, l_int32 max, l_int32 drawref ); +LEPT_DLL extern l_ok pixRenderPta ( PIX *pix, PTA *pta, l_int32 op ); +LEPT_DLL extern l_ok pixRenderPtaArb ( PIX *pix, PTA *pta, l_uint8 rval, l_uint8 gval, l_uint8 bval ); +LEPT_DLL extern l_ok pixRenderPtaBlend ( PIX *pix, PTA *pta, l_uint8 rval, l_uint8 gval, l_uint8 bval, l_float32 fract ); +LEPT_DLL extern l_ok pixRenderLine ( PIX *pix, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_int32 width, l_int32 op ); +LEPT_DLL extern l_ok pixRenderLineArb ( PIX *pix, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval ); +LEPT_DLL extern l_ok pixRenderLineBlend ( PIX *pix, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval, l_float32 fract ); +LEPT_DLL extern l_ok pixRenderBox ( PIX *pix, BOX *box, l_int32 width, l_int32 op ); +LEPT_DLL extern l_ok pixRenderBoxArb ( PIX *pix, BOX *box, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval ); +LEPT_DLL extern l_ok pixRenderBoxBlend ( PIX *pix, BOX *box, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval, l_float32 fract ); +LEPT_DLL extern l_ok pixRenderBoxa ( PIX *pix, BOXA *boxa, l_int32 width, l_int32 op ); +LEPT_DLL extern l_ok pixRenderBoxaArb ( PIX *pix, BOXA *boxa, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval ); +LEPT_DLL extern l_ok pixRenderBoxaBlend ( PIX *pix, BOXA *boxa, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval, l_float32 fract, l_int32 removedups ); +LEPT_DLL extern l_ok pixRenderHashBox ( PIX *pix, BOX *box, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 op ); +LEPT_DLL extern l_ok pixRenderHashBoxArb ( PIX *pix, BOX *box, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixRenderHashBoxBlend ( PIX *pix, BOX *box, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 rval, l_int32 gval, l_int32 bval, l_float32 fract ); +LEPT_DLL extern l_ok pixRenderHashMaskArb ( PIX *pix, PIX *pixm, l_int32 x, l_int32 y, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixRenderHashBoxa ( PIX *pix, BOXA *boxa, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 op ); +LEPT_DLL extern l_ok pixRenderHashBoxaArb ( PIX *pix, BOXA *boxa, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixRenderHashBoxaBlend ( PIX *pix, BOXA *boxa, l_int32 spacing, l_int32 width, l_int32 orient, l_int32 outline, l_int32 rval, l_int32 gval, l_int32 bval, l_float32 fract ); +LEPT_DLL extern l_ok pixRenderPolyline ( PIX *pix, PTA *ptas, l_int32 width, l_int32 op, l_int32 closeflag ); +LEPT_DLL extern l_ok pixRenderPolylineArb ( PIX *pix, PTA *ptas, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval, l_int32 closeflag ); +LEPT_DLL extern l_ok pixRenderPolylineBlend ( PIX *pix, PTA *ptas, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval, l_float32 fract, l_int32 closeflag, l_int32 removedups ); +LEPT_DLL extern l_ok pixRenderGridArb ( PIX *pix, l_int32 nx, l_int32 ny, l_int32 width, l_uint8 rval, l_uint8 gval, l_uint8 bval ); +LEPT_DLL extern PIX * pixRenderRandomCmapPtaa ( PIX *pix, PTAA *ptaa, l_int32 polyflag, l_int32 width, l_int32 closeflag ); +LEPT_DLL extern PIX * pixRenderPolygon ( PTA *ptas, l_int32 width, l_int32 *pxmin, l_int32 *pymin ); +LEPT_DLL extern PIX * pixFillPolygon ( PIX *pixs, PTA *pta, l_int32 xmin, l_int32 ymin ); +LEPT_DLL extern PIX * pixRenderContours ( PIX *pixs, l_int32 startval, l_int32 incr, l_int32 outdepth ); +LEPT_DLL extern PIX * fpixAutoRenderContours ( FPIX *fpix, l_int32 ncontours ); +LEPT_DLL extern PIX * fpixRenderContours ( FPIX *fpixs, l_float32 incr, l_float32 proxim ); +LEPT_DLL extern PTA * pixGeneratePtaBoundary ( PIX *pixs, l_int32 width ); +LEPT_DLL extern PIX * pixErodeGray ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixDilateGray ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOpenGray ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseGray ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixErodeGray3 ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixDilateGray3 ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOpenGray3 ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseGray3 ( PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixDitherToBinary ( PIX *pixs ); +LEPT_DLL extern PIX * pixDitherToBinarySpec ( PIX *pixs, l_int32 lowerclip, l_int32 upperclip ); +LEPT_DLL extern void ditherToBinaryLineLow ( l_uint32 *lined, l_int32 w, l_uint32 *bufs1, l_uint32 *bufs2, l_int32 lowerclip, l_int32 upperclip, l_int32 lastlineflag ); +LEPT_DLL extern PIX * pixThresholdToBinary ( PIX *pixs, l_int32 thresh ); +LEPT_DLL extern void thresholdToBinaryLineLow ( l_uint32 *lined, l_int32 w, l_uint32 *lines, l_int32 d, l_int32 thresh ); +LEPT_DLL extern PIX * pixVarThresholdToBinary ( PIX *pixs, PIX *pixg ); +LEPT_DLL extern PIX * pixAdaptThresholdToBinary ( PIX *pixs, PIX *pixm, l_float32 gamma ); +LEPT_DLL extern PIX * pixAdaptThresholdToBinaryGen ( PIX *pixs, PIX *pixm, l_float32 gamma, l_int32 blackval, l_int32 whiteval, l_int32 thresh ); +LEPT_DLL extern PIX * pixGenerateMaskByValue ( PIX *pixs, l_int32 val, l_int32 usecmap ); +LEPT_DLL extern PIX * pixGenerateMaskByBand ( PIX *pixs, l_int32 lower, l_int32 upper, l_int32 inband, l_int32 usecmap ); +LEPT_DLL extern PIX * pixDitherTo2bpp ( PIX *pixs, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixDitherTo2bppSpec ( PIX *pixs, l_int32 lowerclip, l_int32 upperclip, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixThresholdTo2bpp ( PIX *pixs, l_int32 nlevels, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixThresholdTo4bpp ( PIX *pixs, l_int32 nlevels, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixThresholdOn8bpp ( PIX *pixs, l_int32 nlevels, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixThresholdGrayArb ( PIX *pixs, const char *edgevals, l_int32 outdepth, l_int32 use_average, l_int32 setblack, l_int32 setwhite ); +LEPT_DLL extern l_int32 * makeGrayQuantIndexTable ( l_int32 nlevels ); +LEPT_DLL extern l_ok makeGrayQuantTableArb ( NUMA *na, l_int32 outdepth, l_int32 **ptab, PIXCMAP **pcmap ); +LEPT_DLL extern PIX * pixGenerateMaskByBand32 ( PIX *pixs, l_uint32 refval, l_int32 delm, l_int32 delp, l_float32 fractm, l_float32 fractp ); +LEPT_DLL extern PIX * pixGenerateMaskByDiscr32 ( PIX *pixs, l_uint32 refval1, l_uint32 refval2, l_int32 distflag ); +LEPT_DLL extern PIX * pixGrayQuantFromHisto ( PIX *pixd, PIX *pixs, PIX *pixm, l_float32 minfract, l_int32 maxsize ); +LEPT_DLL extern PIX * pixGrayQuantFromCmap ( PIX *pixs, PIXCMAP *cmap, l_int32 mindepth ); +LEPT_DLL extern L_HEAP * lheapCreate ( l_int32 n, l_int32 direction ); +LEPT_DLL extern void lheapDestroy ( L_HEAP **plh, l_int32 freeflag ); +LEPT_DLL extern l_ok lheapAdd ( L_HEAP *lh, void *item ); +LEPT_DLL extern void * lheapRemove ( L_HEAP *lh ); +LEPT_DLL extern l_int32 lheapGetCount ( L_HEAP *lh ); +LEPT_DLL extern l_ok lheapSwapUp ( L_HEAP *lh, l_int32 index ); +LEPT_DLL extern l_ok lheapSwapDown ( L_HEAP *lh ); +LEPT_DLL extern l_ok lheapSort ( L_HEAP *lh ); +LEPT_DLL extern l_ok lheapSortStrictOrder ( L_HEAP *lh ); +LEPT_DLL extern l_ok lheapPrint ( FILE *fp, L_HEAP *lh ); +LEPT_DLL extern JBCLASSER * jbRankHausInit ( l_int32 components, l_int32 maxwidth, l_int32 maxheight, l_int32 size, l_float32 rank ); +LEPT_DLL extern JBCLASSER * jbCorrelationInit ( l_int32 components, l_int32 maxwidth, l_int32 maxheight, l_float32 thresh, l_float32 weightfactor ); +LEPT_DLL extern JBCLASSER * jbCorrelationInitWithoutComponents ( l_int32 components, l_int32 maxwidth, l_int32 maxheight, l_float32 thresh, l_float32 weightfactor ); +LEPT_DLL extern l_ok jbAddPages ( JBCLASSER *classer, SARRAY *safiles ); +LEPT_DLL extern l_ok jbAddPage ( JBCLASSER *classer, PIX *pixs ); +LEPT_DLL extern l_ok jbAddPageComponents ( JBCLASSER *classer, PIX *pixs, BOXA *boxas, PIXA *pixas ); +LEPT_DLL extern l_ok jbClassifyRankHaus ( JBCLASSER *classer, BOXA *boxa, PIXA *pixas ); +LEPT_DLL extern l_int32 pixHaustest ( PIX *pix1, PIX *pix2, PIX *pix3, PIX *pix4, l_float32 delx, l_float32 dely, l_int32 maxdiffw, l_int32 maxdiffh ); +LEPT_DLL extern l_int32 pixRankHaustest ( PIX *pix1, PIX *pix2, PIX *pix3, PIX *pix4, l_float32 delx, l_float32 dely, l_int32 maxdiffw, l_int32 maxdiffh, l_int32 area1, l_int32 area3, l_float32 rank, l_int32 *tab8 ); +LEPT_DLL extern l_ok jbClassifyCorrelation ( JBCLASSER *classer, BOXA *boxa, PIXA *pixas ); +LEPT_DLL extern l_ok jbGetComponents ( PIX *pixs, l_int32 components, l_int32 maxwidth, l_int32 maxheight, BOXA **pboxad, PIXA **ppixad ); +LEPT_DLL extern l_ok pixWordMaskByDilation ( PIX *pixs, PIX **ppixm, l_int32 *psize, PIXA *pixadb ); +LEPT_DLL extern l_ok pixWordBoxesByDilation ( PIX *pixs, l_int32 minwidth, l_int32 minheight, l_int32 maxwidth, l_int32 maxheight, BOXA **pboxa, l_int32 *psize, PIXA *pixadb ); +LEPT_DLL extern PIXA * jbAccumulateComposites ( PIXAA *pixaa, NUMA **pna, PTA **pptat ); +LEPT_DLL extern PIXA * jbTemplatesFromComposites ( PIXA *pixac, NUMA *na ); +LEPT_DLL extern JBCLASSER * jbClasserCreate ( l_int32 method, l_int32 components ); +LEPT_DLL extern void jbClasserDestroy ( JBCLASSER **pclasser ); +LEPT_DLL extern JBDATA * jbDataSave ( JBCLASSER *classer ); +LEPT_DLL extern void jbDataDestroy ( JBDATA **pdata ); +LEPT_DLL extern l_ok jbDataWrite ( const char *rootout, JBDATA *jbdata ); +LEPT_DLL extern JBDATA * jbDataRead ( const char *rootname ); +LEPT_DLL extern PIXA * jbDataRender ( JBDATA *data, l_int32 debugflag ); +LEPT_DLL extern l_ok jbGetULCorners ( JBCLASSER *classer, PIX *pixs, BOXA *boxa ); +LEPT_DLL extern l_ok jbGetLLCorners ( JBCLASSER *classer ); +LEPT_DLL extern l_ok readHeaderJp2k ( const char *filename, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp ); +LEPT_DLL extern l_ok freadHeaderJp2k ( FILE *fp, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp ); +LEPT_DLL extern l_ok readHeaderMemJp2k ( const l_uint8 *data, size_t size, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp ); +LEPT_DLL extern l_int32 fgetJp2kResolution ( FILE *fp, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern PIX * pixReadJp2k ( const char *filename, l_uint32 reduction, BOX *box, l_int32 hint, l_int32 debug ); +LEPT_DLL extern PIX * pixReadStreamJp2k ( FILE *fp, l_uint32 reduction, BOX *box, l_int32 hint, l_int32 debug ); +LEPT_DLL extern l_ok pixWriteJp2k ( const char *filename, PIX *pix, l_int32 quality, l_int32 nlevels, l_int32 hint, l_int32 debug ); +LEPT_DLL extern l_ok pixWriteStreamJp2k ( FILE *fp, PIX *pix, l_int32 quality, l_int32 nlevels, l_int32 hint, l_int32 debug ); +LEPT_DLL extern PIX * pixReadMemJp2k ( const l_uint8 *data, size_t size, l_uint32 reduction, BOX *box, l_int32 hint, l_int32 debug ); +LEPT_DLL extern l_ok pixWriteMemJp2k ( l_uint8 **pdata, size_t *psize, PIX *pix, l_int32 quality, l_int32 nlevels, l_int32 hint, l_int32 debug ); +LEPT_DLL extern PIX * pixReadJpeg ( const char *filename, l_int32 cmapflag, l_int32 reduction, l_int32 *pnwarn, l_int32 hint ); +LEPT_DLL extern PIX * pixReadStreamJpeg ( FILE *fp, l_int32 cmapflag, l_int32 reduction, l_int32 *pnwarn, l_int32 hint ); +LEPT_DLL extern l_ok readHeaderJpeg ( const char *filename, l_int32 *pw, l_int32 *ph, l_int32 *pspp, l_int32 *pycck, l_int32 *pcmyk ); +LEPT_DLL extern l_ok freadHeaderJpeg ( FILE *fp, l_int32 *pw, l_int32 *ph, l_int32 *pspp, l_int32 *pycck, l_int32 *pcmyk ); +LEPT_DLL extern l_int32 fgetJpegResolution ( FILE *fp, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern l_int32 fgetJpegComment ( FILE *fp, l_uint8 **pcomment ); +LEPT_DLL extern l_ok pixWriteJpeg ( const char *filename, PIX *pix, l_int32 quality, l_int32 progressive ); +LEPT_DLL extern l_ok pixWriteStreamJpeg ( FILE *fp, PIX *pixs, l_int32 quality, l_int32 progressive ); +LEPT_DLL extern PIX * pixReadMemJpeg ( const l_uint8 *data, size_t size, l_int32 cmflag, l_int32 reduction, l_int32 *pnwarn, l_int32 hint ); +LEPT_DLL extern l_ok readHeaderMemJpeg ( const l_uint8 *data, size_t size, l_int32 *pw, l_int32 *ph, l_int32 *pspp, l_int32 *pycck, l_int32 *pcmyk ); +LEPT_DLL extern l_ok readResolutionMemJpeg ( const l_uint8 *data, size_t size, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern l_ok pixWriteMemJpeg ( l_uint8 **pdata, size_t *psize, PIX *pix, l_int32 quality, l_int32 progressive ); +LEPT_DLL extern l_ok pixSetChromaSampling ( PIX *pix, l_int32 sampling ); +LEPT_DLL extern L_KERNEL * kernelCreate ( l_int32 height, l_int32 width ); +LEPT_DLL extern void kernelDestroy ( L_KERNEL **pkel ); +LEPT_DLL extern L_KERNEL * kernelCopy ( L_KERNEL *kels ); +LEPT_DLL extern l_ok kernelGetElement ( L_KERNEL *kel, l_int32 row, l_int32 col, l_float32 *pval ); +LEPT_DLL extern l_ok kernelSetElement ( L_KERNEL *kel, l_int32 row, l_int32 col, l_float32 val ); +LEPT_DLL extern l_ok kernelGetParameters ( L_KERNEL *kel, l_int32 *psy, l_int32 *psx, l_int32 *pcy, l_int32 *pcx ); +LEPT_DLL extern l_ok kernelSetOrigin ( L_KERNEL *kel, l_int32 cy, l_int32 cx ); +LEPT_DLL extern l_ok kernelGetSum ( L_KERNEL *kel, l_float32 *psum ); +LEPT_DLL extern l_ok kernelGetMinMax ( L_KERNEL *kel, l_float32 *pmin, l_float32 *pmax ); +LEPT_DLL extern L_KERNEL * kernelNormalize ( L_KERNEL *kels, l_float32 normsum ); +LEPT_DLL extern L_KERNEL * kernelInvert ( L_KERNEL *kels ); +LEPT_DLL extern l_float32 ** create2dFloatArray ( l_int32 sy, l_int32 sx ); +LEPT_DLL extern L_KERNEL * kernelRead ( const char *fname ); +LEPT_DLL extern L_KERNEL * kernelReadStream ( FILE *fp ); +LEPT_DLL extern l_ok kernelWrite ( const char *fname, L_KERNEL *kel ); +LEPT_DLL extern l_ok kernelWriteStream ( FILE *fp, L_KERNEL *kel ); +LEPT_DLL extern L_KERNEL * kernelCreateFromString ( l_int32 h, l_int32 w, l_int32 cy, l_int32 cx, const char *kdata ); +LEPT_DLL extern L_KERNEL * kernelCreateFromFile ( const char *filename ); +LEPT_DLL extern L_KERNEL * kernelCreateFromPix ( PIX *pix, l_int32 cy, l_int32 cx ); +LEPT_DLL extern PIX * kernelDisplayInPix ( L_KERNEL *kel, l_int32 size, l_int32 gthick ); +LEPT_DLL extern NUMA * parseStringForNumbers ( const char *str, const char *seps ); +LEPT_DLL extern L_KERNEL * makeFlatKernel ( l_int32 height, l_int32 width, l_int32 cy, l_int32 cx ); +LEPT_DLL extern L_KERNEL * makeGaussianKernel ( l_int32 halfh, l_int32 halfw, l_float32 stdev, l_float32 max ); +LEPT_DLL extern l_ok makeGaussianKernelSep ( l_int32 halfh, l_int32 halfw, l_float32 stdev, l_float32 max, L_KERNEL **pkelx, L_KERNEL **pkely ); +LEPT_DLL extern L_KERNEL * makeDoGKernel ( l_int32 halfh, l_int32 halfw, l_float32 stdev, l_float32 ratio ); +LEPT_DLL extern char * getImagelibVersions ( ); +LEPT_DLL extern void listDestroy ( DLLIST **phead ); +LEPT_DLL extern l_ok listAddToHead ( DLLIST **phead, void *data ); +LEPT_DLL extern l_ok listAddToTail ( DLLIST **phead, DLLIST **ptail, void *data ); +LEPT_DLL extern l_ok listInsertBefore ( DLLIST **phead, DLLIST *elem, void *data ); +LEPT_DLL extern l_ok listInsertAfter ( DLLIST **phead, DLLIST *elem, void *data ); +LEPT_DLL extern void * listRemoveElement ( DLLIST **phead, DLLIST *elem ); +LEPT_DLL extern void * listRemoveFromHead ( DLLIST **phead ); +LEPT_DLL extern void * listRemoveFromTail ( DLLIST **phead, DLLIST **ptail ); +LEPT_DLL extern DLLIST * listFindElement ( DLLIST *head, void *data ); +LEPT_DLL extern DLLIST * listFindTail ( DLLIST *head ); +LEPT_DLL extern l_int32 listGetCount ( DLLIST *head ); +LEPT_DLL extern l_ok listReverse ( DLLIST **phead ); +LEPT_DLL extern l_ok listJoin ( DLLIST **phead1, DLLIST **phead2 ); +LEPT_DLL extern L_AMAP * l_amapCreate ( l_int32 keytype ); +LEPT_DLL extern RB_TYPE * l_amapFind ( L_AMAP *m, RB_TYPE key ); +LEPT_DLL extern void l_amapInsert ( L_AMAP *m, RB_TYPE key, RB_TYPE value ); +LEPT_DLL extern void l_amapDelete ( L_AMAP *m, RB_TYPE key ); +LEPT_DLL extern void l_amapDestroy ( L_AMAP **pm ); +LEPT_DLL extern L_AMAP_NODE * l_amapGetFirst ( L_AMAP *m ); +LEPT_DLL extern L_AMAP_NODE * l_amapGetNext ( L_AMAP_NODE *n ); +LEPT_DLL extern L_AMAP_NODE * l_amapGetLast ( L_AMAP *m ); +LEPT_DLL extern L_AMAP_NODE * l_amapGetPrev ( L_AMAP_NODE *n ); +LEPT_DLL extern l_int32 l_amapSize ( L_AMAP *m ); +LEPT_DLL extern L_ASET * l_asetCreate ( l_int32 keytype ); +LEPT_DLL extern RB_TYPE * l_asetFind ( L_ASET *s, RB_TYPE key ); +LEPT_DLL extern void l_asetInsert ( L_ASET *s, RB_TYPE key ); +LEPT_DLL extern void l_asetDelete ( L_ASET *s, RB_TYPE key ); +LEPT_DLL extern void l_asetDestroy ( L_ASET **ps ); +LEPT_DLL extern L_ASET_NODE * l_asetGetFirst ( L_ASET *s ); +LEPT_DLL extern L_ASET_NODE * l_asetGetNext ( L_ASET_NODE *n ); +LEPT_DLL extern L_ASET_NODE * l_asetGetLast ( L_ASET *s ); +LEPT_DLL extern L_ASET_NODE * l_asetGetPrev ( L_ASET_NODE *n ); +LEPT_DLL extern l_int32 l_asetSize ( L_ASET *s ); +LEPT_DLL extern PIX * generateBinaryMaze ( l_int32 w, l_int32 h, l_int32 xi, l_int32 yi, l_float32 wallps, l_float32 ranis ); +LEPT_DLL extern PTA * pixSearchBinaryMaze ( PIX *pixs, l_int32 xi, l_int32 yi, l_int32 xf, l_int32 yf, PIX **ppixd ); +LEPT_DLL extern PTA * pixSearchGrayMaze ( PIX *pixs, l_int32 xi, l_int32 yi, l_int32 xf, l_int32 yf, PIX **ppixd ); +LEPT_DLL extern PIX * pixDilate ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixErode ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixHMT ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixOpen ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixClose ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixCloseSafe ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixOpenGeneralized ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixCloseGeneralized ( PIX *pixd, PIX *pixs, SEL *sel ); +LEPT_DLL extern PIX * pixDilateBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixErodeBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOpenBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseSafeBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern l_int32 selectComposableSels ( l_int32 size, l_int32 direction, SEL **psel1, SEL **psel2 ); +LEPT_DLL extern l_ok selectComposableSizes ( l_int32 size, l_int32 *pfactor1, l_int32 *pfactor2 ); +LEPT_DLL extern PIX * pixDilateCompBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixErodeCompBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOpenCompBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseCompBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseSafeCompBrick ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern void resetMorphBoundaryCondition ( l_int32 bc ); +LEPT_DLL extern l_uint32 getMorphBorderPixelColor ( l_int32 type, l_int32 depth ); +LEPT_DLL extern PIX * pixExtractBoundary ( PIX *pixs, l_int32 type ); +LEPT_DLL extern PIX * pixMorphSequenceMasked ( PIX *pixs, PIX *pixm, const char *sequence, l_int32 dispsep ); +LEPT_DLL extern PIX * pixMorphSequenceByComponent ( PIX *pixs, const char *sequence, l_int32 connectivity, l_int32 minw, l_int32 minh, BOXA **pboxa ); +LEPT_DLL extern PIXA * pixaMorphSequenceByComponent ( PIXA *pixas, const char *sequence, l_int32 minw, l_int32 minh ); +LEPT_DLL extern PIX * pixMorphSequenceByRegion ( PIX *pixs, PIX *pixm, const char *sequence, l_int32 connectivity, l_int32 minw, l_int32 minh, BOXA **pboxa ); +LEPT_DLL extern PIXA * pixaMorphSequenceByRegion ( PIX *pixs, PIXA *pixam, const char *sequence, l_int32 minw, l_int32 minh ); +LEPT_DLL extern PIX * pixUnionOfMorphOps ( PIX *pixs, SELA *sela, l_int32 type ); +LEPT_DLL extern PIX * pixIntersectionOfMorphOps ( PIX *pixs, SELA *sela, l_int32 type ); +LEPT_DLL extern PIX * pixSelectiveConnCompFill ( PIX *pixs, l_int32 connectivity, l_int32 minw, l_int32 minh ); +LEPT_DLL extern l_ok pixRemoveMatchedPattern ( PIX *pixs, PIX *pixp, PIX *pixe, l_int32 x0, l_int32 y0, l_int32 dsize ); +LEPT_DLL extern PIX * pixDisplayMatchedPattern ( PIX *pixs, PIX *pixp, PIX *pixe, l_int32 x0, l_int32 y0, l_uint32 color, l_float32 scale, l_int32 nlevels ); +LEPT_DLL extern PIXA * pixaExtendByMorph ( PIXA *pixas, l_int32 type, l_int32 niters, SEL *sel, l_int32 include ); +LEPT_DLL extern PIXA * pixaExtendByScaling ( PIXA *pixas, NUMA *nasc, l_int32 type, l_int32 include ); +LEPT_DLL extern PIX * pixSeedfillMorph ( PIX *pixs, PIX *pixm, l_int32 maxiters, l_int32 connectivity ); +LEPT_DLL extern NUMA * pixRunHistogramMorph ( PIX *pixs, l_int32 runtype, l_int32 direction, l_int32 maxsize ); +LEPT_DLL extern PIX * pixTophat ( PIX *pixs, l_int32 hsize, l_int32 vsize, l_int32 type ); +LEPT_DLL extern PIX * pixHDome ( PIX *pixs, l_int32 height, l_int32 connectivity ); +LEPT_DLL extern PIX * pixFastTophat ( PIX *pixs, l_int32 xsize, l_int32 ysize, l_int32 type ); +LEPT_DLL extern PIX * pixMorphGradient ( PIX *pixs, l_int32 hsize, l_int32 vsize, l_int32 smoothing ); +LEPT_DLL extern PTA * pixaCentroids ( PIXA *pixa ); +LEPT_DLL extern l_ok pixCentroid ( PIX *pix, l_int32 *centtab, l_int32 *sumtab, l_float32 *pxave, l_float32 *pyave ); +LEPT_DLL extern PIX * pixDilateBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixErodeBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOpenBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixDilateCompBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixErodeCompBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOpenCompBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseCompBrickDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixDilateCompBrickExtendDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixErodeCompBrickExtendDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixOpenCompBrickExtendDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern PIX * pixCloseCompBrickExtendDwa ( PIX *pixd, PIX *pixs, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern l_ok getExtendedCompositeParameters ( l_int32 size, l_int32 *pn, l_int32 *pextra, l_int32 *pactualsize ); +LEPT_DLL extern PIX * pixMorphSequence ( PIX *pixs, const char *sequence, l_int32 dispsep ); +LEPT_DLL extern PIX * pixMorphCompSequence ( PIX *pixs, const char *sequence, l_int32 dispsep ); +LEPT_DLL extern PIX * pixMorphSequenceDwa ( PIX *pixs, const char *sequence, l_int32 dispsep ); +LEPT_DLL extern PIX * pixMorphCompSequenceDwa ( PIX *pixs, const char *sequence, l_int32 dispsep ); +LEPT_DLL extern l_int32 morphSequenceVerify ( SARRAY *sa ); +LEPT_DLL extern PIX * pixGrayMorphSequence ( PIX *pixs, const char *sequence, l_int32 dispsep, l_int32 dispy ); +LEPT_DLL extern PIX * pixColorMorphSequence ( PIX *pixs, const char *sequence, l_int32 dispsep, l_int32 dispy ); +LEPT_DLL extern NUMA * numaCreate ( l_int32 n ); +LEPT_DLL extern NUMA * numaCreateFromIArray ( l_int32 *iarray, l_int32 size ); +LEPT_DLL extern NUMA * numaCreateFromFArray ( l_float32 *farray, l_int32 size, l_int32 copyflag ); +LEPT_DLL extern NUMA * numaCreateFromString ( const char *str ); +LEPT_DLL extern void numaDestroy ( NUMA **pna ); +LEPT_DLL extern NUMA * numaCopy ( NUMA *na ); +LEPT_DLL extern NUMA * numaClone ( NUMA *na ); +LEPT_DLL extern l_ok numaEmpty ( NUMA *na ); +LEPT_DLL extern l_ok numaAddNumber ( NUMA *na, l_float32 val ); +LEPT_DLL extern l_ok numaInsertNumber ( NUMA *na, l_int32 index, l_float32 val ); +LEPT_DLL extern l_ok numaRemoveNumber ( NUMA *na, l_int32 index ); +LEPT_DLL extern l_ok numaReplaceNumber ( NUMA *na, l_int32 index, l_float32 val ); +LEPT_DLL extern l_int32 numaGetCount ( NUMA *na ); +LEPT_DLL extern l_ok numaSetCount ( NUMA *na, l_int32 newcount ); +LEPT_DLL extern l_ok numaGetFValue ( NUMA *na, l_int32 index, l_float32 *pval ); +LEPT_DLL extern l_ok numaGetIValue ( NUMA *na, l_int32 index, l_int32 *pival ); +LEPT_DLL extern l_ok numaSetValue ( NUMA *na, l_int32 index, l_float32 val ); +LEPT_DLL extern l_ok numaShiftValue ( NUMA *na, l_int32 index, l_float32 diff ); +LEPT_DLL extern l_int32 * numaGetIArray ( NUMA *na ); +LEPT_DLL extern l_float32 * numaGetFArray ( NUMA *na, l_int32 copyflag ); +LEPT_DLL extern l_int32 numaGetRefcount ( NUMA *na ); +LEPT_DLL extern l_ok numaChangeRefcount ( NUMA *na, l_int32 delta ); +LEPT_DLL extern l_ok numaGetParameters ( NUMA *na, l_float32 *pstartx, l_float32 *pdelx ); +LEPT_DLL extern l_ok numaSetParameters ( NUMA *na, l_float32 startx, l_float32 delx ); +LEPT_DLL extern l_ok numaCopyParameters ( NUMA *nad, NUMA *nas ); +LEPT_DLL extern SARRAY * numaConvertToSarray ( NUMA *na, l_int32 size1, l_int32 size2, l_int32 addzeros, l_int32 type ); +LEPT_DLL extern NUMA * numaRead ( const char *filename ); +LEPT_DLL extern NUMA * numaReadStream ( FILE *fp ); +LEPT_DLL extern NUMA * numaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok numaWriteDebug ( const char *filename, NUMA *na ); +LEPT_DLL extern l_ok numaWrite ( const char *filename, NUMA *na ); +LEPT_DLL extern l_ok numaWriteStream ( FILE *fp, NUMA *na ); +LEPT_DLL extern l_ok numaWriteMem ( l_uint8 **pdata, size_t *psize, NUMA *na ); +LEPT_DLL extern NUMAA * numaaCreate ( l_int32 n ); +LEPT_DLL extern NUMAA * numaaCreateFull ( l_int32 nptr, l_int32 n ); +LEPT_DLL extern l_ok numaaTruncate ( NUMAA *naa ); +LEPT_DLL extern void numaaDestroy ( NUMAA **pnaa ); +LEPT_DLL extern l_ok numaaAddNuma ( NUMAA *naa, NUMA *na, l_int32 copyflag ); +LEPT_DLL extern l_int32 numaaGetCount ( NUMAA *naa ); +LEPT_DLL extern l_int32 numaaGetNumaCount ( NUMAA *naa, l_int32 index ); +LEPT_DLL extern l_int32 numaaGetNumberCount ( NUMAA *naa ); +LEPT_DLL extern NUMA ** numaaGetPtrArray ( NUMAA *naa ); +LEPT_DLL extern NUMA * numaaGetNuma ( NUMAA *naa, l_int32 index, l_int32 accessflag ); +LEPT_DLL extern l_ok numaaReplaceNuma ( NUMAA *naa, l_int32 index, NUMA *na ); +LEPT_DLL extern l_ok numaaGetValue ( NUMAA *naa, l_int32 i, l_int32 j, l_float32 *pfval, l_int32 *pival ); +LEPT_DLL extern l_ok numaaAddNumber ( NUMAA *naa, l_int32 index, l_float32 val ); +LEPT_DLL extern NUMAA * numaaRead ( const char *filename ); +LEPT_DLL extern NUMAA * numaaReadStream ( FILE *fp ); +LEPT_DLL extern NUMAA * numaaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok numaaWrite ( const char *filename, NUMAA *naa ); +LEPT_DLL extern l_ok numaaWriteStream ( FILE *fp, NUMAA *naa ); +LEPT_DLL extern l_ok numaaWriteMem ( l_uint8 **pdata, size_t *psize, NUMAA *naa ); +LEPT_DLL extern NUMA * numaArithOp ( NUMA *nad, NUMA *na1, NUMA *na2, l_int32 op ); +LEPT_DLL extern NUMA * numaLogicalOp ( NUMA *nad, NUMA *na1, NUMA *na2, l_int32 op ); +LEPT_DLL extern NUMA * numaInvert ( NUMA *nad, NUMA *nas ); +LEPT_DLL extern l_int32 numaSimilar ( NUMA *na1, NUMA *na2, l_float32 maxdiff, l_int32 *psimilar ); +LEPT_DLL extern l_ok numaAddToNumber ( NUMA *na, l_int32 index, l_float32 val ); +LEPT_DLL extern l_ok numaGetMin ( NUMA *na, l_float32 *pminval, l_int32 *piminloc ); +LEPT_DLL extern l_ok numaGetMax ( NUMA *na, l_float32 *pmaxval, l_int32 *pimaxloc ); +LEPT_DLL extern l_ok numaGetSum ( NUMA *na, l_float32 *psum ); +LEPT_DLL extern NUMA * numaGetPartialSums ( NUMA *na ); +LEPT_DLL extern l_ok numaGetSumOnInterval ( NUMA *na, l_int32 first, l_int32 last, l_float32 *psum ); +LEPT_DLL extern l_ok numaHasOnlyIntegers ( NUMA *na, l_int32 maxsamples, l_int32 *pallints ); +LEPT_DLL extern NUMA * numaSubsample ( NUMA *nas, l_int32 subfactor ); +LEPT_DLL extern NUMA * numaMakeDelta ( NUMA *nas ); +LEPT_DLL extern NUMA * numaMakeSequence ( l_float32 startval, l_float32 increment, l_int32 size ); +LEPT_DLL extern NUMA * numaMakeConstant ( l_float32 val, l_int32 size ); +LEPT_DLL extern NUMA * numaMakeAbsValue ( NUMA *nad, NUMA *nas ); +LEPT_DLL extern NUMA * numaAddBorder ( NUMA *nas, l_int32 left, l_int32 right, l_float32 val ); +LEPT_DLL extern NUMA * numaAddSpecifiedBorder ( NUMA *nas, l_int32 left, l_int32 right, l_int32 type ); +LEPT_DLL extern NUMA * numaRemoveBorder ( NUMA *nas, l_int32 left, l_int32 right ); +LEPT_DLL extern l_ok numaCountNonzeroRuns ( NUMA *na, l_int32 *pcount ); +LEPT_DLL extern l_ok numaGetNonzeroRange ( NUMA *na, l_float32 eps, l_int32 *pfirst, l_int32 *plast ); +LEPT_DLL extern l_ok numaGetCountRelativeToZero ( NUMA *na, l_int32 type, l_int32 *pcount ); +LEPT_DLL extern NUMA * numaClipToInterval ( NUMA *nas, l_int32 first, l_int32 last ); +LEPT_DLL extern NUMA * numaMakeThresholdIndicator ( NUMA *nas, l_float32 thresh, l_int32 type ); +LEPT_DLL extern NUMA * numaUniformSampling ( NUMA *nas, l_int32 nsamp ); +LEPT_DLL extern NUMA * numaReverse ( NUMA *nad, NUMA *nas ); +LEPT_DLL extern NUMA * numaLowPassIntervals ( NUMA *nas, l_float32 thresh, l_float32 maxn ); +LEPT_DLL extern NUMA * numaThresholdEdges ( NUMA *nas, l_float32 thresh1, l_float32 thresh2, l_float32 maxn ); +LEPT_DLL extern l_int32 numaGetSpanValues ( NUMA *na, l_int32 span, l_int32 *pstart, l_int32 *pend ); +LEPT_DLL extern l_int32 numaGetEdgeValues ( NUMA *na, l_int32 edge, l_int32 *pstart, l_int32 *pend, l_int32 *psign ); +LEPT_DLL extern l_ok numaInterpolateEqxVal ( l_float32 startx, l_float32 deltax, NUMA *nay, l_int32 type, l_float32 xval, l_float32 *pyval ); +LEPT_DLL extern l_ok numaInterpolateArbxVal ( NUMA *nax, NUMA *nay, l_int32 type, l_float32 xval, l_float32 *pyval ); +LEPT_DLL extern l_ok numaInterpolateEqxInterval ( l_float32 startx, l_float32 deltax, NUMA *nasy, l_int32 type, l_float32 x0, l_float32 x1, l_int32 npts, NUMA **pnax, NUMA **pnay ); +LEPT_DLL extern l_ok numaInterpolateArbxInterval ( NUMA *nax, NUMA *nay, l_int32 type, l_float32 x0, l_float32 x1, l_int32 npts, NUMA **pnadx, NUMA **pnady ); +LEPT_DLL extern l_ok numaFitMax ( NUMA *na, l_float32 *pmaxval, NUMA *naloc, l_float32 *pmaxloc ); +LEPT_DLL extern l_ok numaDifferentiateInterval ( NUMA *nax, NUMA *nay, l_float32 x0, l_float32 x1, l_int32 npts, NUMA **pnadx, NUMA **pnady ); +LEPT_DLL extern l_ok numaIntegrateInterval ( NUMA *nax, NUMA *nay, l_float32 x0, l_float32 x1, l_int32 npts, l_float32 *psum ); +LEPT_DLL extern l_ok numaSortGeneral ( NUMA *na, NUMA **pnasort, NUMA **pnaindex, NUMA **pnainvert, l_int32 sortorder, l_int32 sorttype ); +LEPT_DLL extern NUMA * numaSortAutoSelect ( NUMA *nas, l_int32 sortorder ); +LEPT_DLL extern NUMA * numaSortIndexAutoSelect ( NUMA *nas, l_int32 sortorder ); +LEPT_DLL extern l_int32 numaChooseSortType ( NUMA *nas ); +LEPT_DLL extern NUMA * numaSort ( NUMA *naout, NUMA *nain, l_int32 sortorder ); +LEPT_DLL extern NUMA * numaBinSort ( NUMA *nas, l_int32 sortorder ); +LEPT_DLL extern NUMA * numaGetSortIndex ( NUMA *na, l_int32 sortorder ); +LEPT_DLL extern NUMA * numaGetBinSortIndex ( NUMA *nas, l_int32 sortorder ); +LEPT_DLL extern NUMA * numaSortByIndex ( NUMA *nas, NUMA *naindex ); +LEPT_DLL extern l_int32 numaIsSorted ( NUMA *nas, l_int32 sortorder, l_int32 *psorted ); +LEPT_DLL extern l_ok numaSortPair ( NUMA *nax, NUMA *nay, l_int32 sortorder, NUMA **pnasx, NUMA **pnasy ); +LEPT_DLL extern NUMA * numaInvertMap ( NUMA *nas ); +LEPT_DLL extern NUMA * numaPseudorandomSequence ( l_int32 size, l_int32 seed ); +LEPT_DLL extern NUMA * numaRandomPermutation ( NUMA *nas, l_int32 seed ); +LEPT_DLL extern l_ok numaGetRankValue ( NUMA *na, l_float32 fract, NUMA *nasort, l_int32 usebins, l_float32 *pval ); +LEPT_DLL extern l_ok numaGetMedian ( NUMA *na, l_float32 *pval ); +LEPT_DLL extern l_ok numaGetBinnedMedian ( NUMA *na, l_int32 *pval ); +LEPT_DLL extern l_ok numaGetMeanDevFromMedian ( NUMA *na, l_float32 med, l_float32 *pdev ); +LEPT_DLL extern l_ok numaGetMedianDevFromMedian ( NUMA *na, l_float32 *pmed, l_float32 *pdev ); +LEPT_DLL extern l_ok numaGetMode ( NUMA *na, l_float32 *pval, l_int32 *pcount ); +LEPT_DLL extern l_ok numaJoin ( NUMA *nad, NUMA *nas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern l_ok numaaJoin ( NUMAA *naad, NUMAA *naas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern NUMA * numaaFlattenToNuma ( NUMAA *naa ); +LEPT_DLL extern NUMA * numaErode ( NUMA *nas, l_int32 size ); +LEPT_DLL extern NUMA * numaDilate ( NUMA *nas, l_int32 size ); +LEPT_DLL extern NUMA * numaOpen ( NUMA *nas, l_int32 size ); +LEPT_DLL extern NUMA * numaClose ( NUMA *nas, l_int32 size ); +LEPT_DLL extern NUMA * numaTransform ( NUMA *nas, l_float32 shift, l_float32 scale ); +LEPT_DLL extern l_ok numaSimpleStats ( NUMA *na, l_int32 first, l_int32 last, l_float32 *pmean, l_float32 *pvar, l_float32 *prvar ); +LEPT_DLL extern l_ok numaWindowedStats ( NUMA *nas, l_int32 wc, NUMA **pnam, NUMA **pnams, NUMA **pnav, NUMA **pnarv ); +LEPT_DLL extern NUMA * numaWindowedMean ( NUMA *nas, l_int32 wc ); +LEPT_DLL extern NUMA * numaWindowedMeanSquare ( NUMA *nas, l_int32 wc ); +LEPT_DLL extern l_ok numaWindowedVariance ( NUMA *nam, NUMA *nams, NUMA **pnav, NUMA **pnarv ); +LEPT_DLL extern NUMA * numaWindowedMedian ( NUMA *nas, l_int32 halfwin ); +LEPT_DLL extern NUMA * numaConvertToInt ( NUMA *nas ); +LEPT_DLL extern NUMA * numaMakeHistogram ( NUMA *na, l_int32 maxbins, l_int32 *pbinsize, l_int32 *pbinstart ); +LEPT_DLL extern NUMA * numaMakeHistogramAuto ( NUMA *na, l_int32 maxbins ); +LEPT_DLL extern NUMA * numaMakeHistogramClipped ( NUMA *na, l_float32 binsize, l_float32 maxsize ); +LEPT_DLL extern NUMA * numaRebinHistogram ( NUMA *nas, l_int32 newsize ); +LEPT_DLL extern NUMA * numaNormalizeHistogram ( NUMA *nas, l_float32 tsum ); +LEPT_DLL extern l_ok numaGetStatsUsingHistogram ( NUMA *na, l_int32 maxbins, l_float32 *pmin, l_float32 *pmax, l_float32 *pmean, l_float32 *pvariance, l_float32 *pmedian, l_float32 rank, l_float32 *prval, NUMA **phisto ); +LEPT_DLL extern l_ok numaGetHistogramStats ( NUMA *nahisto, l_float32 startx, l_float32 deltax, l_float32 *pxmean, l_float32 *pxmedian, l_float32 *pxmode, l_float32 *pxvariance ); +LEPT_DLL extern l_ok numaGetHistogramStatsOnInterval ( NUMA *nahisto, l_float32 startx, l_float32 deltax, l_int32 ifirst, l_int32 ilast, l_float32 *pxmean, l_float32 *pxmedian, l_float32 *pxmode, l_float32 *pxvariance ); +LEPT_DLL extern l_ok numaMakeRankFromHistogram ( l_float32 startx, l_float32 deltax, NUMA *nasy, l_int32 npts, NUMA **pnax, NUMA **pnay ); +LEPT_DLL extern l_ok numaHistogramGetRankFromVal ( NUMA *na, l_float32 rval, l_float32 *prank ); +LEPT_DLL extern l_ok numaHistogramGetValFromRank ( NUMA *na, l_float32 rank, l_float32 *prval ); +LEPT_DLL extern l_ok numaDiscretizeRankAndIntensity ( NUMA *na, l_int32 nbins, NUMA **pnarbin, NUMA **pnam, NUMA **pnar, NUMA **pnabb ); +LEPT_DLL extern l_ok numaGetRankBinValues ( NUMA *na, l_int32 nbins, NUMA **pnarbin, NUMA **pnam ); +LEPT_DLL extern l_ok numaSplitDistribution ( NUMA *na, l_float32 scorefract, l_int32 *psplitindex, l_float32 *pave1, l_float32 *pave2, l_float32 *pnum1, l_float32 *pnum2, NUMA **pnascore ); +LEPT_DLL extern l_ok grayHistogramsToEMD ( NUMAA *naa1, NUMAA *naa2, NUMA **pnad ); +LEPT_DLL extern l_ok numaEarthMoverDistance ( NUMA *na1, NUMA *na2, l_float32 *pdist ); +LEPT_DLL extern l_ok grayInterHistogramStats ( NUMAA *naa, l_int32 wc, NUMA **pnam, NUMA **pnams, NUMA **pnav, NUMA **pnarv ); +LEPT_DLL extern NUMA * numaFindPeaks ( NUMA *nas, l_int32 nmax, l_float32 fract1, l_float32 fract2 ); +LEPT_DLL extern NUMA * numaFindExtrema ( NUMA *nas, l_float32 delta, NUMA **pnav ); +LEPT_DLL extern l_ok numaCountReversals ( NUMA *nas, l_float32 minreversal, l_int32 *pnr, l_float32 *prd ); +LEPT_DLL extern l_ok numaSelectCrossingThreshold ( NUMA *nax, NUMA *nay, l_float32 estthresh, l_float32 *pbestthresh ); +LEPT_DLL extern NUMA * numaCrossingsByThreshold ( NUMA *nax, NUMA *nay, l_float32 thresh ); +LEPT_DLL extern NUMA * numaCrossingsByPeaks ( NUMA *nax, NUMA *nay, l_float32 delta ); +LEPT_DLL extern l_ok numaEvalBestHaarParameters ( NUMA *nas, l_float32 relweight, l_int32 nwidth, l_int32 nshift, l_float32 minwidth, l_float32 maxwidth, l_float32 *pbestwidth, l_float32 *pbestshift, l_float32 *pbestscore ); +LEPT_DLL extern l_ok numaEvalHaarSum ( NUMA *nas, l_float32 width, l_float32 shift, l_float32 relweight, l_float32 *pscore ); +LEPT_DLL extern NUMA * genConstrainedNumaInRange ( l_int32 first, l_int32 last, l_int32 nmax, l_int32 use_pairs ); +LEPT_DLL extern l_ok pixGetRegionsBinary ( PIX *pixs, PIX **ppixhm, PIX **ppixtm, PIX **ppixtb, PIXA *pixadb ); +LEPT_DLL extern PIX * pixGenHalftoneMask ( PIX *pixs, PIX **ppixtext, l_int32 *phtfound, l_int32 debug ); +LEPT_DLL extern PIX * pixGenerateHalftoneMask ( PIX *pixs, PIX **ppixtext, l_int32 *phtfound, PIXA *pixadb ); +LEPT_DLL extern PIX * pixGenTextlineMask ( PIX *pixs, PIX **ppixvws, l_int32 *ptlfound, PIXA *pixadb ); +LEPT_DLL extern PIX * pixGenTextblockMask ( PIX *pixs, PIX *pixvws, PIXA *pixadb ); +LEPT_DLL extern BOX * pixFindPageForeground ( PIX *pixs, l_int32 threshold, l_int32 mindist, l_int32 erasedist, l_int32 showmorph, PIXAC *pixac ); +LEPT_DLL extern l_ok pixSplitIntoCharacters ( PIX *pixs, l_int32 minw, l_int32 minh, BOXA **pboxa, PIXA **ppixa, PIX **ppixdebug ); +LEPT_DLL extern BOXA * pixSplitComponentWithProfile ( PIX *pixs, l_int32 delta, l_int32 mindel, PIX **ppixdebug ); +LEPT_DLL extern PIXA * pixExtractTextlines ( PIX *pixs, l_int32 maxw, l_int32 maxh, l_int32 minw, l_int32 minh, l_int32 adjw, l_int32 adjh, PIXA *pixadb ); +LEPT_DLL extern PIXA * pixExtractRawTextlines ( PIX *pixs, l_int32 maxw, l_int32 maxh, l_int32 adjw, l_int32 adjh, PIXA *pixadb ); +LEPT_DLL extern l_ok pixCountTextColumns ( PIX *pixs, l_float32 deltafract, l_float32 peakfract, l_float32 clipfract, l_int32 *pncols, PIXA *pixadb ); +LEPT_DLL extern l_ok pixDecideIfText ( PIX *pixs, BOX *box, l_int32 *pistext, PIXA *pixadb ); +LEPT_DLL extern l_ok pixFindThreshFgExtent ( PIX *pixs, l_int32 thresh, l_int32 *ptop, l_int32 *pbot ); +LEPT_DLL extern l_ok pixDecideIfTable ( PIX *pixs, BOX *box, l_int32 orient, l_int32 *pscore, PIXA *pixadb ); +LEPT_DLL extern PIX * pixPrepare1bpp ( PIX *pixs, BOX *box, l_float32 cropfract, l_int32 outres ); +LEPT_DLL extern l_ok pixEstimateBackground ( PIX *pixs, l_int32 darkthresh, l_float32 edgecrop, l_int32 *pbg ); +LEPT_DLL extern l_ok pixFindLargeRectangles ( PIX *pixs, l_int32 polarity, l_int32 nrect, BOXA **pboxa, PIX **ppixdb ); +LEPT_DLL extern l_ok pixFindLargestRectangle ( PIX *pixs, l_int32 polarity, BOX **pbox, PIX **ppixdb ); +LEPT_DLL extern BOX * pixFindRectangleInCC ( PIX *pixs, BOX *boxs, l_float32 fract, l_int32 dir, l_int32 select, l_int32 debug ); +LEPT_DLL extern l_ok pixSetSelectCmap ( PIX *pixs, BOX *box, l_int32 sindex, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixColorGrayRegionsCmap ( PIX *pixs, BOXA *boxa, l_int32 type, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixColorGrayCmap ( PIX *pixs, BOX *box, l_int32 type, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixColorGrayMaskedCmap ( PIX *pixs, PIX *pixm, l_int32 type, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok addColorizedGrayToCmap ( PIXCMAP *cmap, l_int32 type, l_int32 rval, l_int32 gval, l_int32 bval, NUMA **pna ); +LEPT_DLL extern l_ok pixSetSelectMaskedCmap ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 sindex, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixSetMaskedCmap ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern char * parseForProtos ( const char *filein, const char *prestring ); +LEPT_DLL extern l_ok partifyFiles ( const char *dirname, const char *substr, l_int32 nparts, const char *outroot, const char *debugfile ); +LEPT_DLL extern l_ok partifyPixac ( PIXAC *pixac, l_int32 nparts, const char *outroot, PIXA *pixadb ); +LEPT_DLL extern BOXA * boxaGetWhiteblocks ( BOXA *boxas, BOX *box, l_int32 sortflag, l_int32 maxboxes, l_float32 maxoverlap, l_int32 maxperim, l_float32 fract, l_int32 maxpops ); +LEPT_DLL extern BOXA * boxaPruneSortedOnOverlap ( BOXA *boxas, l_float32 maxoverlap ); +LEPT_DLL extern l_ok convertFilesToPdf ( const char *dirname, const char *substr, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, const char *title, const char *fileout ); +LEPT_DLL extern l_ok saConvertFilesToPdf ( SARRAY *sa, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, const char *title, const char *fileout ); +LEPT_DLL extern l_ok saConvertFilesToPdfData ( SARRAY *sa, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok selectDefaultPdfEncoding ( PIX *pix, l_int32 *ptype ); +LEPT_DLL extern l_ok convertUnscaledFilesToPdf ( const char *dirname, const char *substr, const char *title, const char *fileout ); +LEPT_DLL extern l_ok saConvertUnscaledFilesToPdf ( SARRAY *sa, const char *title, const char *fileout ); +LEPT_DLL extern l_ok saConvertUnscaledFilesToPdfData ( SARRAY *sa, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok convertUnscaledToPdfData ( const char *fname, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok pixaConvertToPdf ( PIXA *pixa, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, const char *title, const char *fileout ); +LEPT_DLL extern l_ok pixaConvertToPdfData ( PIXA *pixa, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok convertToPdf ( const char *filein, l_int32 type, l_int32 quality, const char *fileout, l_int32 x, l_int32 y, l_int32 res, const char *title, L_PDF_DATA **plpd, l_int32 position ); +LEPT_DLL extern l_ok convertImageDataToPdf ( l_uint8 *imdata, size_t size, l_int32 type, l_int32 quality, const char *fileout, l_int32 x, l_int32 y, l_int32 res, const char *title, L_PDF_DATA **plpd, l_int32 position ); +LEPT_DLL extern l_ok convertToPdfData ( const char *filein, l_int32 type, l_int32 quality, l_uint8 **pdata, size_t *pnbytes, l_int32 x, l_int32 y, l_int32 res, const char *title, L_PDF_DATA **plpd, l_int32 position ); +LEPT_DLL extern l_ok convertImageDataToPdfData ( l_uint8 *imdata, size_t size, l_int32 type, l_int32 quality, l_uint8 **pdata, size_t *pnbytes, l_int32 x, l_int32 y, l_int32 res, const char *title, L_PDF_DATA **plpd, l_int32 position ); +LEPT_DLL extern l_ok pixConvertToPdf ( PIX *pix, l_int32 type, l_int32 quality, const char *fileout, l_int32 x, l_int32 y, l_int32 res, const char *title, L_PDF_DATA **plpd, l_int32 position ); +LEPT_DLL extern l_ok pixWriteStreamPdf ( FILE *fp, PIX *pix, l_int32 res, const char *title ); +LEPT_DLL extern l_ok pixWriteMemPdf ( l_uint8 **pdata, size_t *pnbytes, PIX *pix, l_int32 res, const char *title ); +LEPT_DLL extern l_ok convertSegmentedFilesToPdf ( const char *dirname, const char *substr, l_int32 res, l_int32 type, l_int32 thresh, BOXAA *baa, l_int32 quality, l_float32 scalefactor, const char *title, const char *fileout ); +LEPT_DLL extern BOXAA * convertNumberedMasksToBoxaa ( const char *dirname, const char *substr, l_int32 numpre, l_int32 numpost ); +LEPT_DLL extern l_ok convertToPdfSegmented ( const char *filein, l_int32 res, l_int32 type, l_int32 thresh, BOXA *boxa, l_int32 quality, l_float32 scalefactor, const char *title, const char *fileout ); +LEPT_DLL extern l_ok pixConvertToPdfSegmented ( PIX *pixs, l_int32 res, l_int32 type, l_int32 thresh, BOXA *boxa, l_int32 quality, l_float32 scalefactor, const char *title, const char *fileout ); +LEPT_DLL extern l_ok convertToPdfDataSegmented ( const char *filein, l_int32 res, l_int32 type, l_int32 thresh, BOXA *boxa, l_int32 quality, l_float32 scalefactor, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok pixConvertToPdfDataSegmented ( PIX *pixs, l_int32 res, l_int32 type, l_int32 thresh, BOXA *boxa, l_int32 quality, l_float32 scalefactor, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok concatenatePdf ( const char *dirname, const char *substr, const char *fileout ); +LEPT_DLL extern l_ok saConcatenatePdf ( SARRAY *sa, const char *fileout ); +LEPT_DLL extern l_ok ptraConcatenatePdf ( L_PTRA *pa, const char *fileout ); +LEPT_DLL extern l_ok concatenatePdfToData ( const char *dirname, const char *substr, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok saConcatenatePdfToData ( SARRAY *sa, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok pixConvertToPdfData ( PIX *pix, l_int32 type, l_int32 quality, l_uint8 **pdata, size_t *pnbytes, l_int32 x, l_int32 y, l_int32 res, const char *title, L_PDF_DATA **plpd, l_int32 position ); +LEPT_DLL extern l_ok ptraConcatenatePdfToData ( L_PTRA *pa_data, SARRAY *sa, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok convertTiffMultipageToPdf ( const char *filein, const char *fileout ); +LEPT_DLL extern l_ok l_generateCIDataForPdf ( const char *fname, PIX *pix, l_int32 quality, L_COMP_DATA **pcid ); +LEPT_DLL extern L_COMP_DATA * l_generateFlateDataPdf ( const char *fname, PIX *pixs ); +LEPT_DLL extern L_COMP_DATA * l_generateJpegData ( const char *fname, l_int32 ascii85flag ); +LEPT_DLL extern L_COMP_DATA * l_generateJpegDataMem ( l_uint8 *data, size_t nbytes, l_int32 ascii85flag ); +LEPT_DLL extern l_ok l_generateCIData ( const char *fname, l_int32 type, l_int32 quality, l_int32 ascii85, L_COMP_DATA **pcid ); +LEPT_DLL extern l_ok pixGenerateCIData ( PIX *pixs, l_int32 type, l_int32 quality, l_int32 ascii85, L_COMP_DATA **pcid ); +LEPT_DLL extern L_COMP_DATA * l_generateFlateData ( const char *fname, l_int32 ascii85flag ); +LEPT_DLL extern L_COMP_DATA * l_generateG4Data ( const char *fname, l_int32 ascii85flag ); +LEPT_DLL extern l_ok cidConvertToPdfData ( L_COMP_DATA *cid, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern void l_CIDataDestroy ( L_COMP_DATA **pcid ); +LEPT_DLL extern void l_pdfSetG4ImageMask ( l_int32 flag ); +LEPT_DLL extern void l_pdfSetDateAndVersion ( l_int32 flag ); +LEPT_DLL extern void setPixMemoryManager ( alloc_fn allocator, dealloc_fn deallocator ); +LEPT_DLL extern PIX * pixCreate ( l_int32 width, l_int32 height, l_int32 depth ); +LEPT_DLL extern PIX * pixCreateNoInit ( l_int32 width, l_int32 height, l_int32 depth ); +LEPT_DLL extern PIX * pixCreateTemplate ( const PIX *pixs ); +LEPT_DLL extern PIX * pixCreateTemplateNoInit ( const PIX *pixs ); +LEPT_DLL extern PIX * pixCreateHeader ( l_int32 width, l_int32 height, l_int32 depth ); +LEPT_DLL extern PIX * pixClone ( PIX *pixs ); +LEPT_DLL extern void pixDestroy ( PIX **ppix ); +LEPT_DLL extern PIX * pixCopy ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern l_ok pixResizeImageData ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern l_ok pixCopyColormap ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern l_int32 pixSizesEqual ( const PIX *pix1, const PIX *pix2 ); +LEPT_DLL extern l_ok pixTransferAllData ( PIX *pixd, PIX **ppixs, l_int32 copytext, l_int32 copyformat ); +LEPT_DLL extern l_ok pixSwapAndDestroy ( PIX **ppixd, PIX **ppixs ); +LEPT_DLL extern l_int32 pixGetWidth ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetWidth ( PIX *pix, l_int32 width ); +LEPT_DLL extern l_int32 pixGetHeight ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetHeight ( PIX *pix, l_int32 height ); +LEPT_DLL extern l_int32 pixGetDepth ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetDepth ( PIX *pix, l_int32 depth ); +LEPT_DLL extern l_ok pixGetDimensions ( const PIX *pix, l_int32 *pw, l_int32 *ph, l_int32 *pd ); +LEPT_DLL extern l_ok pixSetDimensions ( PIX *pix, l_int32 w, l_int32 h, l_int32 d ); +LEPT_DLL extern l_ok pixCopyDimensions ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern l_int32 pixGetSpp ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetSpp ( PIX *pix, l_int32 spp ); +LEPT_DLL extern l_ok pixCopySpp ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern l_int32 pixGetWpl ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetWpl ( PIX *pix, l_int32 wpl ); +LEPT_DLL extern l_int32 pixGetRefcount ( const PIX *pix ); +LEPT_DLL extern l_int32 pixChangeRefcount ( PIX *pix, l_int32 delta ); +LEPT_DLL extern l_int32 pixGetXRes ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetXRes ( PIX *pix, l_int32 res ); +LEPT_DLL extern l_int32 pixGetYRes ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetYRes ( PIX *pix, l_int32 res ); +LEPT_DLL extern l_ok pixGetResolution ( const PIX *pix, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern l_ok pixSetResolution ( PIX *pix, l_int32 xres, l_int32 yres ); +LEPT_DLL extern l_int32 pixCopyResolution ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern l_int32 pixScaleResolution ( PIX *pix, l_float32 xscale, l_float32 yscale ); +LEPT_DLL extern l_int32 pixGetInputFormat ( const PIX *pix ); +LEPT_DLL extern l_int32 pixSetInputFormat ( PIX *pix, l_int32 informat ); +LEPT_DLL extern l_int32 pixCopyInputFormat ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern l_int32 pixSetSpecial ( PIX *pix, l_int32 special ); +LEPT_DLL extern char * pixGetText ( PIX *pix ); +LEPT_DLL extern l_ok pixSetText ( PIX *pix, const char *textstring ); +LEPT_DLL extern l_ok pixAddText ( PIX *pix, const char *textstring ); +LEPT_DLL extern l_int32 pixCopyText ( PIX *pixd, const PIX *pixs ); +LEPT_DLL extern PIXCMAP * pixGetColormap ( PIX *pix ); +LEPT_DLL extern l_ok pixSetColormap ( PIX *pix, PIXCMAP *colormap ); +LEPT_DLL extern l_ok pixDestroyColormap ( PIX *pix ); +LEPT_DLL extern l_uint32 * pixGetData ( PIX *pix ); +LEPT_DLL extern l_int32 pixSetData ( PIX *pix, l_uint32 *data ); +LEPT_DLL extern l_uint32 * pixExtractData ( PIX *pixs ); +LEPT_DLL extern l_int32 pixFreeData ( PIX *pix ); +LEPT_DLL extern void ** pixGetLinePtrs ( PIX *pix, l_int32 *psize ); +LEPT_DLL extern l_ok pixPrintStreamInfo ( FILE *fp, const PIX *pix, const char *text ); +LEPT_DLL extern l_ok pixGetPixel ( PIX *pix, l_int32 x, l_int32 y, l_uint32 *pval ); +LEPT_DLL extern l_ok pixSetPixel ( PIX *pix, l_int32 x, l_int32 y, l_uint32 val ); +LEPT_DLL extern l_ok pixGetRGBPixel ( PIX *pix, l_int32 x, l_int32 y, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern l_ok pixSetRGBPixel ( PIX *pix, l_int32 x, l_int32 y, l_int32 rval, l_int32 gval, l_int32 bval ); +LEPT_DLL extern l_ok pixGetRandomPixel ( PIX *pix, l_uint32 *pval, l_int32 *px, l_int32 *py ); +LEPT_DLL extern l_ok pixClearPixel ( PIX *pix, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok pixFlipPixel ( PIX *pix, l_int32 x, l_int32 y ); +LEPT_DLL extern void setPixelLow ( l_uint32 *line, l_int32 x, l_int32 depth, l_uint32 val ); +LEPT_DLL extern l_ok pixGetBlackOrWhiteVal ( PIX *pixs, l_int32 op, l_uint32 *pval ); +LEPT_DLL extern l_ok pixClearAll ( PIX *pix ); +LEPT_DLL extern l_ok pixSetAll ( PIX *pix ); +LEPT_DLL extern l_ok pixSetAllGray ( PIX *pix, l_int32 grayval ); +LEPT_DLL extern l_ok pixSetAllArbitrary ( PIX *pix, l_uint32 val ); +LEPT_DLL extern l_ok pixSetBlackOrWhite ( PIX *pixs, l_int32 op ); +LEPT_DLL extern l_ok pixSetComponentArbitrary ( PIX *pix, l_int32 comp, l_int32 val ); +LEPT_DLL extern l_ok pixClearInRect ( PIX *pix, BOX *box ); +LEPT_DLL extern l_ok pixSetInRect ( PIX *pix, BOX *box ); +LEPT_DLL extern l_ok pixSetInRectArbitrary ( PIX *pix, BOX *box, l_uint32 val ); +LEPT_DLL extern l_ok pixBlendInRect ( PIX *pixs, BOX *box, l_uint32 val, l_float32 fract ); +LEPT_DLL extern l_ok pixSetPadBits ( PIX *pix, l_int32 val ); +LEPT_DLL extern l_ok pixSetPadBitsBand ( PIX *pix, l_int32 by, l_int32 bh, l_int32 val ); +LEPT_DLL extern l_ok pixSetOrClearBorder ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot, l_int32 op ); +LEPT_DLL extern l_ok pixSetBorderVal ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot, l_uint32 val ); +LEPT_DLL extern l_ok pixSetBorderRingVal ( PIX *pixs, l_int32 dist, l_uint32 val ); +LEPT_DLL extern l_ok pixSetMirroredBorder ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern PIX * pixCopyBorder ( PIX *pixd, PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern PIX * pixAddBorder ( PIX *pixs, l_int32 npix, l_uint32 val ); +LEPT_DLL extern PIX * pixAddBlackOrWhiteBorder ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot, l_int32 op ); +LEPT_DLL extern PIX * pixAddBorderGeneral ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot, l_uint32 val ); +LEPT_DLL extern PIX * pixRemoveBorder ( PIX *pixs, l_int32 npix ); +LEPT_DLL extern PIX * pixRemoveBorderGeneral ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern PIX * pixRemoveBorderToSize ( PIX *pixs, l_int32 wd, l_int32 hd ); +LEPT_DLL extern PIX * pixAddMirroredBorder ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern PIX * pixAddRepeatedBorder ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern PIX * pixAddMixedBorder ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern PIX * pixAddContinuedBorder ( PIX *pixs, l_int32 left, l_int32 right, l_int32 top, l_int32 bot ); +LEPT_DLL extern l_ok pixShiftAndTransferAlpha ( PIX *pixd, PIX *pixs, l_float32 shiftx, l_float32 shifty ); +LEPT_DLL extern PIX * pixDisplayLayersRGBA ( PIX *pixs, l_uint32 val, l_int32 maxw ); +LEPT_DLL extern PIX * pixCreateRGBImage ( PIX *pixr, PIX *pixg, PIX *pixb ); +LEPT_DLL extern PIX * pixGetRGBComponent ( PIX *pixs, l_int32 comp ); +LEPT_DLL extern l_ok pixSetRGBComponent ( PIX *pixd, PIX *pixs, l_int32 comp ); +LEPT_DLL extern PIX * pixGetRGBComponentCmap ( PIX *pixs, l_int32 comp ); +LEPT_DLL extern l_ok pixCopyRGBComponent ( PIX *pixd, PIX *pixs, l_int32 comp ); +LEPT_DLL extern l_ok composeRGBPixel ( l_int32 rval, l_int32 gval, l_int32 bval, l_uint32 *ppixel ); +LEPT_DLL extern l_ok composeRGBAPixel ( l_int32 rval, l_int32 gval, l_int32 bval, l_int32 aval, l_uint32 *ppixel ); +LEPT_DLL extern void extractRGBValues ( l_uint32 pixel, l_int32 *prval, l_int32 *pgval, l_int32 *pbval ); +LEPT_DLL extern void extractRGBAValues ( l_uint32 pixel, l_int32 *prval, l_int32 *pgval, l_int32 *pbval, l_int32 *paval ); +LEPT_DLL extern l_int32 extractMinMaxComponent ( l_uint32 pixel, l_int32 type ); +LEPT_DLL extern l_ok pixGetRGBLine ( PIX *pixs, l_int32 row, l_uint8 *bufr, l_uint8 *bufg, l_uint8 *bufb ); +LEPT_DLL extern PIX * pixEndianByteSwapNew ( PIX *pixs ); +LEPT_DLL extern l_ok pixEndianByteSwap ( PIX *pixs ); +LEPT_DLL extern l_int32 lineEndianByteSwap ( l_uint32 *datad, l_uint32 *datas, l_int32 wpl ); +LEPT_DLL extern PIX * pixEndianTwoByteSwapNew ( PIX *pixs ); +LEPT_DLL extern l_ok pixEndianTwoByteSwap ( PIX *pixs ); +LEPT_DLL extern l_ok pixGetRasterData ( PIX *pixs, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok pixAlphaIsOpaque ( PIX *pix, l_int32 *popaque ); +LEPT_DLL extern l_uint8 ** pixSetupByteProcessing ( PIX *pix, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok pixCleanupByteProcessing ( PIX *pix, l_uint8 **lineptrs ); +LEPT_DLL extern void l_setAlphaMaskBorder ( l_float32 val1, l_float32 val2 ); +LEPT_DLL extern l_ok pixSetMasked ( PIX *pixd, PIX *pixm, l_uint32 val ); +LEPT_DLL extern l_ok pixSetMaskedGeneral ( PIX *pixd, PIX *pixm, l_uint32 val, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok pixCombineMasked ( PIX *pixd, PIX *pixs, PIX *pixm ); +LEPT_DLL extern l_ok pixCombineMaskedGeneral ( PIX *pixd, PIX *pixs, PIX *pixm, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok pixPaintThroughMask ( PIX *pixd, PIX *pixm, l_int32 x, l_int32 y, l_uint32 val ); +LEPT_DLL extern PIX * pixCopyWithBoxa ( PIX *pixs, BOXA *boxa, l_int32 background ); +LEPT_DLL extern l_ok pixPaintSelfThroughMask ( PIX *pixd, PIX *pixm, l_int32 x, l_int32 y, l_int32 searchdir, l_int32 mindist, l_int32 tilesize, l_int32 ntiles, l_int32 distblend ); +LEPT_DLL extern PIX * pixMakeMaskFromVal ( PIX *pixs, l_int32 val ); +LEPT_DLL extern PIX * pixMakeMaskFromLUT ( PIX *pixs, l_int32 *tab ); +LEPT_DLL extern PIX * pixMakeArbMaskFromRGB ( PIX *pixs, l_float32 rc, l_float32 gc, l_float32 bc, l_float32 thresh ); +LEPT_DLL extern PIX * pixSetUnderTransparency ( PIX *pixs, l_uint32 val, l_int32 debug ); +LEPT_DLL extern PIX * pixMakeAlphaFromMask ( PIX *pixs, l_int32 dist, BOX **pbox ); +LEPT_DLL extern l_ok pixGetColorNearMaskBoundary ( PIX *pixs, PIX *pixm, BOX *box, l_int32 dist, l_uint32 *pval, l_int32 debug ); +LEPT_DLL extern PIX * pixInvert ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern PIX * pixOr ( PIX *pixd, PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern PIX * pixAnd ( PIX *pixd, PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern PIX * pixXor ( PIX *pixd, PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern PIX * pixSubtract ( PIX *pixd, PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern l_ok pixZero ( PIX *pix, l_int32 *pempty ); +LEPT_DLL extern l_ok pixForegroundFraction ( PIX *pix, l_float32 *pfract ); +LEPT_DLL extern NUMA * pixaCountPixels ( PIXA *pixa ); +LEPT_DLL extern l_ok pixCountPixels ( PIX *pixs, l_int32 *pcount, l_int32 *tab8 ); +LEPT_DLL extern l_ok pixCountPixelsInRect ( PIX *pixs, BOX *box, l_int32 *pcount, l_int32 *tab8 ); +LEPT_DLL extern NUMA * pixCountByRow ( PIX *pix, BOX *box ); +LEPT_DLL extern NUMA * pixCountByColumn ( PIX *pix, BOX *box ); +LEPT_DLL extern NUMA * pixCountPixelsByRow ( PIX *pix, l_int32 *tab8 ); +LEPT_DLL extern NUMA * pixCountPixelsByColumn ( PIX *pix ); +LEPT_DLL extern l_ok pixCountPixelsInRow ( PIX *pix, l_int32 row, l_int32 *pcount, l_int32 *tab8 ); +LEPT_DLL extern NUMA * pixGetMomentByColumn ( PIX *pix, l_int32 order ); +LEPT_DLL extern l_ok pixThresholdPixelSum ( PIX *pix, l_int32 thresh, l_int32 *pabove, l_int32 *tab8 ); +LEPT_DLL extern l_int32 * makePixelSumTab8 ( void ); +LEPT_DLL extern l_int32 * makePixelCentroidTab8 ( void ); +LEPT_DLL extern NUMA * pixAverageByRow ( PIX *pix, BOX *box, l_int32 type ); +LEPT_DLL extern NUMA * pixAverageByColumn ( PIX *pix, BOX *box, l_int32 type ); +LEPT_DLL extern l_ok pixAverageInRect ( PIX *pix, BOX *box, l_float32 *pave ); +LEPT_DLL extern NUMA * pixVarianceByRow ( PIX *pix, BOX *box ); +LEPT_DLL extern NUMA * pixVarianceByColumn ( PIX *pix, BOX *box ); +LEPT_DLL extern l_ok pixVarianceInRect ( PIX *pix, BOX *box, l_float32 *prootvar ); +LEPT_DLL extern NUMA * pixAbsDiffByRow ( PIX *pix, BOX *box ); +LEPT_DLL extern NUMA * pixAbsDiffByColumn ( PIX *pix, BOX *box ); +LEPT_DLL extern l_ok pixAbsDiffInRect ( PIX *pix, BOX *box, l_int32 dir, l_float32 *pabsdiff ); +LEPT_DLL extern l_ok pixAbsDiffOnLine ( PIX *pix, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_float32 *pabsdiff ); +LEPT_DLL extern l_int32 pixCountArbInRect ( PIX *pixs, BOX *box, l_int32 val, l_int32 factor, l_int32 *pcount ); +LEPT_DLL extern PIX * pixMirroredTiling ( PIX *pixs, l_int32 w, l_int32 h ); +LEPT_DLL extern l_ok pixFindRepCloseTile ( PIX *pixs, BOX *box, l_int32 searchdir, l_int32 mindist, l_int32 tsize, l_int32 ntiles, BOX **pboxtile, l_int32 debug ); +LEPT_DLL extern NUMA * pixGetGrayHistogram ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern NUMA * pixGetGrayHistogramMasked ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor ); +LEPT_DLL extern NUMA * pixGetGrayHistogramInRect ( PIX *pixs, BOX *box, l_int32 factor ); +LEPT_DLL extern NUMAA * pixGetGrayHistogramTiled ( PIX *pixs, l_int32 factor, l_int32 nx, l_int32 ny ); +LEPT_DLL extern l_ok pixGetColorHistogram ( PIX *pixs, l_int32 factor, NUMA **pnar, NUMA **pnag, NUMA **pnab ); +LEPT_DLL extern l_ok pixGetColorHistogramMasked ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor, NUMA **pnar, NUMA **pnag, NUMA **pnab ); +LEPT_DLL extern NUMA * pixGetCmapHistogram ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern NUMA * pixGetCmapHistogramMasked ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor ); +LEPT_DLL extern NUMA * pixGetCmapHistogramInRect ( PIX *pixs, BOX *box, l_int32 factor ); +LEPT_DLL extern l_int32 pixCountRGBColors ( PIX *pixs ); +LEPT_DLL extern L_AMAP * pixGetColorAmapHistogram ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern l_int32 amapGetCountForColor ( L_AMAP *amap, l_uint32 val ); +LEPT_DLL extern l_ok pixGetRankValue ( PIX *pixs, l_int32 factor, l_float32 rank, l_uint32 *pvalue ); +LEPT_DLL extern l_ok pixGetRankValueMaskedRGB ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor, l_float32 rank, l_float32 *prval, l_float32 *pgval, l_float32 *pbval ); +LEPT_DLL extern l_ok pixGetRankValueMasked ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor, l_float32 rank, l_float32 *pval, NUMA **pna ); +LEPT_DLL extern l_ok pixGetPixelAverage ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor, l_uint32 *pval ); +LEPT_DLL extern l_ok pixGetPixelStats ( PIX *pixs, l_int32 factor, l_int32 type, l_uint32 *pvalue ); +LEPT_DLL extern l_ok pixGetAverageMaskedRGB ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor, l_int32 type, l_float32 *prval, l_float32 *pgval, l_float32 *pbval ); +LEPT_DLL extern l_ok pixGetAverageMasked ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_int32 factor, l_int32 type, l_float32 *pval ); +LEPT_DLL extern l_ok pixGetAverageTiledRGB ( PIX *pixs, l_int32 sx, l_int32 sy, l_int32 type, PIX **ppixr, PIX **ppixg, PIX **ppixb ); +LEPT_DLL extern PIX * pixGetAverageTiled ( PIX *pixs, l_int32 sx, l_int32 sy, l_int32 type ); +LEPT_DLL extern l_int32 pixRowStats ( PIX *pixs, BOX *box, NUMA **pnamean, NUMA **pnamedian, NUMA **pnamode, NUMA **pnamodecount, NUMA **pnavar, NUMA **pnarootvar ); +LEPT_DLL extern l_int32 pixColumnStats ( PIX *pixs, BOX *box, NUMA **pnamean, NUMA **pnamedian, NUMA **pnamode, NUMA **pnamodecount, NUMA **pnavar, NUMA **pnarootvar ); +LEPT_DLL extern l_ok pixGetRangeValues ( PIX *pixs, l_int32 factor, l_int32 color, l_int32 *pminval, l_int32 *pmaxval ); +LEPT_DLL extern l_ok pixGetExtremeValue ( PIX *pixs, l_int32 factor, l_int32 type, l_int32 *prval, l_int32 *pgval, l_int32 *pbval, l_int32 *pgrayval ); +LEPT_DLL extern l_ok pixGetMaxValueInRect ( PIX *pixs, BOX *box, l_uint32 *pmaxval, l_int32 *pxmax, l_int32 *pymax ); +LEPT_DLL extern l_ok pixGetBinnedComponentRange ( PIX *pixs, l_int32 nbins, l_int32 factor, l_int32 color, l_int32 *pminval, l_int32 *pmaxval, l_uint32 **pcarray, l_int32 fontsize ); +LEPT_DLL extern l_ok pixGetRankColorArray ( PIX *pixs, l_int32 nbins, l_int32 type, l_int32 factor, l_uint32 **pcarray, l_int32 debugflag, l_int32 fontsize ); +LEPT_DLL extern l_ok pixGetBinnedColor ( PIX *pixs, PIX *pixg, l_int32 factor, l_int32 nbins, NUMA *nalut, l_uint32 **pcarray, l_int32 debugflag ); +LEPT_DLL extern PIX * pixDisplayColorArray ( l_uint32 *carray, l_int32 ncolors, l_int32 side, l_int32 ncols, l_int32 fontsize ); +LEPT_DLL extern PIX * pixRankBinByStrip ( PIX *pixs, l_int32 direction, l_int32 size, l_int32 nbins, l_int32 type ); +LEPT_DLL extern PIX * pixaGetAlignedStats ( PIXA *pixa, l_int32 type, l_int32 nbins, l_int32 thresh ); +LEPT_DLL extern l_ok pixaExtractColumnFromEachPix ( PIXA *pixa, l_int32 col, PIX *pixd ); +LEPT_DLL extern l_ok pixGetRowStats ( PIX *pixs, l_int32 type, l_int32 nbins, l_int32 thresh, l_float32 *colvect ); +LEPT_DLL extern l_ok pixGetColumnStats ( PIX *pixs, l_int32 type, l_int32 nbins, l_int32 thresh, l_float32 *rowvect ); +LEPT_DLL extern l_ok pixSetPixelColumn ( PIX *pix, l_int32 col, l_float32 *colvect ); +LEPT_DLL extern l_ok pixThresholdForFgBg ( PIX *pixs, l_int32 factor, l_int32 thresh, l_int32 *pfgval, l_int32 *pbgval ); +LEPT_DLL extern l_ok pixSplitDistributionFgBg ( PIX *pixs, l_float32 scorefract, l_int32 factor, l_int32 *pthresh, l_int32 *pfgval, l_int32 *pbgval, PIX **ppixdb ); +LEPT_DLL extern l_ok pixaFindDimensions ( PIXA *pixa, NUMA **pnaw, NUMA **pnah ); +LEPT_DLL extern l_ok pixFindAreaPerimRatio ( PIX *pixs, l_int32 *tab, l_float32 *pfract ); +LEPT_DLL extern NUMA * pixaFindPerimToAreaRatio ( PIXA *pixa ); +LEPT_DLL extern l_ok pixFindPerimToAreaRatio ( PIX *pixs, l_int32 *tab, l_float32 *pfract ); +LEPT_DLL extern NUMA * pixaFindPerimSizeRatio ( PIXA *pixa ); +LEPT_DLL extern l_ok pixFindPerimSizeRatio ( PIX *pixs, l_int32 *tab, l_float32 *pratio ); +LEPT_DLL extern NUMA * pixaFindAreaFraction ( PIXA *pixa ); +LEPT_DLL extern l_ok pixFindAreaFraction ( PIX *pixs, l_int32 *tab, l_float32 *pfract ); +LEPT_DLL extern NUMA * pixaFindAreaFractionMasked ( PIXA *pixa, PIX *pixm, l_int32 debug ); +LEPT_DLL extern l_ok pixFindAreaFractionMasked ( PIX *pixs, BOX *box, PIX *pixm, l_int32 *tab, l_float32 *pfract ); +LEPT_DLL extern NUMA * pixaFindWidthHeightRatio ( PIXA *pixa ); +LEPT_DLL extern NUMA * pixaFindWidthHeightProduct ( PIXA *pixa ); +LEPT_DLL extern l_ok pixFindOverlapFraction ( PIX *pixs1, PIX *pixs2, l_int32 x2, l_int32 y2, l_int32 *tab, l_float32 *pratio, l_int32 *pnoverlap ); +LEPT_DLL extern BOXA * pixFindRectangleComps ( PIX *pixs, l_int32 dist, l_int32 minw, l_int32 minh ); +LEPT_DLL extern l_ok pixConformsToRectangle ( PIX *pixs, BOX *box, l_int32 dist, l_int32 *pconforms ); +LEPT_DLL extern PIXA * pixClipRectangles ( PIX *pixs, BOXA *boxa ); +LEPT_DLL extern PIX * pixClipRectangle ( PIX *pixs, BOX *box, BOX **pboxc ); +LEPT_DLL extern PIX * pixClipMasked ( PIX *pixs, PIX *pixm, l_int32 x, l_int32 y, l_uint32 outval ); +LEPT_DLL extern l_ok pixCropToMatch ( PIX *pixs1, PIX *pixs2, PIX **ppixd1, PIX **ppixd2 ); +LEPT_DLL extern PIX * pixCropToSize ( PIX *pixs, l_int32 w, l_int32 h ); +LEPT_DLL extern PIX * pixResizeToMatch ( PIX *pixs, PIX *pixt, l_int32 w, l_int32 h ); +LEPT_DLL extern PIX * pixSelectComponentBySize ( PIX *pixs, l_int32 rankorder, l_int32 type, l_int32 connectivity, BOX **pbox ); +LEPT_DLL extern PIX * pixFilterComponentBySize ( PIX *pixs, l_int32 rankorder, l_int32 type, l_int32 connectivity, BOX **pbox ); +LEPT_DLL extern PIX * pixMakeSymmetricMask ( l_int32 w, l_int32 h, l_float32 hf, l_float32 vf, l_int32 type ); +LEPT_DLL extern PIX * pixMakeFrameMask ( l_int32 w, l_int32 h, l_float32 hf1, l_float32 hf2, l_float32 vf1, l_float32 vf2 ); +LEPT_DLL extern PIX * pixMakeCoveringOfRectangles ( PIX *pixs, l_int32 maxiters ); +LEPT_DLL extern l_ok pixFractionFgInMask ( PIX *pix1, PIX *pix2, l_float32 *pfract ); +LEPT_DLL extern l_ok pixClipToForeground ( PIX *pixs, PIX **ppixd, BOX **pbox ); +LEPT_DLL extern l_ok pixTestClipToForeground ( PIX *pixs, l_int32 *pcanclip ); +LEPT_DLL extern l_ok pixClipBoxToForeground ( PIX *pixs, BOX *boxs, PIX **ppixd, BOX **pboxd ); +LEPT_DLL extern l_ok pixScanForForeground ( PIX *pixs, BOX *box, l_int32 scanflag, l_int32 *ploc ); +LEPT_DLL extern l_ok pixClipBoxToEdges ( PIX *pixs, BOX *boxs, l_int32 lowthresh, l_int32 highthresh, l_int32 maxwidth, l_int32 factor, PIX **ppixd, BOX **pboxd ); +LEPT_DLL extern l_ok pixScanForEdge ( PIX *pixs, BOX *box, l_int32 lowthresh, l_int32 highthresh, l_int32 maxwidth, l_int32 factor, l_int32 scanflag, l_int32 *ploc ); +LEPT_DLL extern NUMA * pixExtractOnLine ( PIX *pixs, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_int32 factor ); +LEPT_DLL extern l_float32 pixAverageOnLine ( PIX *pixs, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_int32 factor ); +LEPT_DLL extern NUMA * pixAverageIntensityProfile ( PIX *pixs, l_float32 fract, l_int32 dir, l_int32 first, l_int32 last, l_int32 factor1, l_int32 factor2 ); +LEPT_DLL extern NUMA * pixReversalProfile ( PIX *pixs, l_float32 fract, l_int32 dir, l_int32 first, l_int32 last, l_int32 minreversal, l_int32 factor1, l_int32 factor2 ); +LEPT_DLL extern l_ok pixWindowedVarianceOnLine ( PIX *pixs, l_int32 dir, l_int32 loc, l_int32 c1, l_int32 c2, l_int32 size, NUMA **pnad ); +LEPT_DLL extern l_ok pixMinMaxNearLine ( PIX *pixs, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2, l_int32 dist, l_int32 direction, NUMA **pnamin, NUMA **pnamax, l_float32 *pminave, l_float32 *pmaxave ); +LEPT_DLL extern PIX * pixRankRowTransform ( PIX *pixs ); +LEPT_DLL extern PIX * pixRankColumnTransform ( PIX *pixs ); +LEPT_DLL extern PIXA * pixaCreate ( l_int32 n ); +LEPT_DLL extern PIXA * pixaCreateFromPix ( PIX *pixs, l_int32 n, l_int32 cellw, l_int32 cellh ); +LEPT_DLL extern PIXA * pixaCreateFromBoxa ( PIX *pixs, BOXA *boxa, l_int32 start, l_int32 num, l_int32 *pcropwarn ); +LEPT_DLL extern PIXA * pixaSplitPix ( PIX *pixs, l_int32 nx, l_int32 ny, l_int32 borderwidth, l_uint32 bordercolor ); +LEPT_DLL extern void pixaDestroy ( PIXA **ppixa ); +LEPT_DLL extern PIXA * pixaCopy ( PIXA *pixa, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaAddPix ( PIXA *pixa, PIX *pix, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaAddBox ( PIXA *pixa, BOX *box, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaExtendArrayToSize ( PIXA *pixa, l_int32 size ); +LEPT_DLL extern l_int32 pixaGetCount ( PIXA *pixa ); +LEPT_DLL extern l_ok pixaChangeRefcount ( PIXA *pixa, l_int32 delta ); +LEPT_DLL extern PIX * pixaGetPix ( PIXA *pixa, l_int32 index, l_int32 accesstype ); +LEPT_DLL extern l_ok pixaGetPixDimensions ( PIXA *pixa, l_int32 index, l_int32 *pw, l_int32 *ph, l_int32 *pd ); +LEPT_DLL extern BOXA * pixaGetBoxa ( PIXA *pixa, l_int32 accesstype ); +LEPT_DLL extern l_int32 pixaGetBoxaCount ( PIXA *pixa ); +LEPT_DLL extern BOX * pixaGetBox ( PIXA *pixa, l_int32 index, l_int32 accesstype ); +LEPT_DLL extern l_ok pixaGetBoxGeometry ( PIXA *pixa, l_int32 index, l_int32 *px, l_int32 *py, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_ok pixaSetBoxa ( PIXA *pixa, BOXA *boxa, l_int32 accesstype ); +LEPT_DLL extern PIX ** pixaGetPixArray ( PIXA *pixa ); +LEPT_DLL extern l_ok pixaVerifyDepth ( PIXA *pixa, l_int32 *psame, l_int32 *pmaxd ); +LEPT_DLL extern l_ok pixaVerifyDimensions ( PIXA *pixa, l_int32 *psame, l_int32 *pmaxw, l_int32 *pmaxh ); +LEPT_DLL extern l_ok pixaIsFull ( PIXA *pixa, l_int32 *pfullpa, l_int32 *pfullba ); +LEPT_DLL extern l_ok pixaCountText ( PIXA *pixa, l_int32 *pntext ); +LEPT_DLL extern l_ok pixaSetText ( PIXA *pixa, const char *text, SARRAY *sa ); +LEPT_DLL extern void *** pixaGetLinePtrs ( PIXA *pixa, l_int32 *psize ); +LEPT_DLL extern l_ok pixaWriteStreamInfo ( FILE *fp, PIXA *pixa ); +LEPT_DLL extern l_ok pixaReplacePix ( PIXA *pixa, l_int32 index, PIX *pix, BOX *box ); +LEPT_DLL extern l_ok pixaInsertPix ( PIXA *pixa, l_int32 index, PIX *pixs, BOX *box ); +LEPT_DLL extern l_ok pixaRemovePix ( PIXA *pixa, l_int32 index ); +LEPT_DLL extern l_ok pixaRemovePixAndSave ( PIXA *pixa, l_int32 index, PIX **ppix, BOX **pbox ); +LEPT_DLL extern l_ok pixaRemoveSelected ( PIXA *pixa, NUMA *naindex ); +LEPT_DLL extern l_ok pixaInitFull ( PIXA *pixa, PIX *pix, BOX *box ); +LEPT_DLL extern l_ok pixaClear ( PIXA *pixa ); +LEPT_DLL extern l_ok pixaJoin ( PIXA *pixad, PIXA *pixas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern PIXA * pixaInterleave ( PIXA *pixa1, PIXA *pixa2, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaaJoin ( PIXAA *paad, PIXAA *paas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern PIXAA * pixaaCreate ( l_int32 n ); +LEPT_DLL extern PIXAA * pixaaCreateFromPixa ( PIXA *pixa, l_int32 n, l_int32 type, l_int32 copyflag ); +LEPT_DLL extern void pixaaDestroy ( PIXAA **ppaa ); +LEPT_DLL extern l_ok pixaaAddPixa ( PIXAA *paa, PIXA *pixa, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaaExtendArray ( PIXAA *paa ); +LEPT_DLL extern l_ok pixaaAddPix ( PIXAA *paa, l_int32 index, PIX *pix, BOX *box, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaaAddBox ( PIXAA *paa, BOX *box, l_int32 copyflag ); +LEPT_DLL extern l_int32 pixaaGetCount ( PIXAA *paa, NUMA **pna ); +LEPT_DLL extern PIXA * pixaaGetPixa ( PIXAA *paa, l_int32 index, l_int32 accesstype ); +LEPT_DLL extern BOXA * pixaaGetBoxa ( PIXAA *paa, l_int32 accesstype ); +LEPT_DLL extern PIX * pixaaGetPix ( PIXAA *paa, l_int32 index, l_int32 ipix, l_int32 accessflag ); +LEPT_DLL extern l_ok pixaaVerifyDepth ( PIXAA *paa, l_int32 *psame, l_int32 *pmaxd ); +LEPT_DLL extern l_ok pixaaVerifyDimensions ( PIXAA *paa, l_int32 *psame, l_int32 *pmaxw, l_int32 *pmaxh ); +LEPT_DLL extern l_int32 pixaaIsFull ( PIXAA *paa, l_int32 *pfull ); +LEPT_DLL extern l_ok pixaaInitFull ( PIXAA *paa, PIXA *pixa ); +LEPT_DLL extern l_ok pixaaReplacePixa ( PIXAA *paa, l_int32 index, PIXA *pixa ); +LEPT_DLL extern l_ok pixaaClear ( PIXAA *paa ); +LEPT_DLL extern l_ok pixaaTruncate ( PIXAA *paa ); +LEPT_DLL extern PIXA * pixaRead ( const char *filename ); +LEPT_DLL extern PIXA * pixaReadStream ( FILE *fp ); +LEPT_DLL extern PIXA * pixaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok pixaWriteDebug ( const char *fname, PIXA *pixa ); +LEPT_DLL extern l_ok pixaWrite ( const char *filename, PIXA *pixa ); +LEPT_DLL extern l_ok pixaWriteStream ( FILE *fp, PIXA *pixa ); +LEPT_DLL extern l_ok pixaWriteMem ( l_uint8 **pdata, size_t *psize, PIXA *pixa ); +LEPT_DLL extern PIXA * pixaReadBoth ( const char *filename ); +LEPT_DLL extern PIXAA * pixaaReadFromFiles ( const char *dirname, const char *substr, l_int32 first, l_int32 nfiles ); +LEPT_DLL extern PIXAA * pixaaRead ( const char *filename ); +LEPT_DLL extern PIXAA * pixaaReadStream ( FILE *fp ); +LEPT_DLL extern PIXAA * pixaaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok pixaaWrite ( const char *filename, PIXAA *paa ); +LEPT_DLL extern l_ok pixaaWriteStream ( FILE *fp, PIXAA *paa ); +LEPT_DLL extern l_ok pixaaWriteMem ( l_uint8 **pdata, size_t *psize, PIXAA *paa ); +LEPT_DLL extern PIXACC * pixaccCreate ( l_int32 w, l_int32 h, l_int32 negflag ); +LEPT_DLL extern PIXACC * pixaccCreateFromPix ( PIX *pix, l_int32 negflag ); +LEPT_DLL extern void pixaccDestroy ( PIXACC **ppixacc ); +LEPT_DLL extern PIX * pixaccFinal ( PIXACC *pixacc, l_int32 outdepth ); +LEPT_DLL extern PIX * pixaccGetPix ( PIXACC *pixacc ); +LEPT_DLL extern l_int32 pixaccGetOffset ( PIXACC *pixacc ); +LEPT_DLL extern l_ok pixaccAdd ( PIXACC *pixacc, PIX *pix ); +LEPT_DLL extern l_ok pixaccSubtract ( PIXACC *pixacc, PIX *pix ); +LEPT_DLL extern l_ok pixaccMultConst ( PIXACC *pixacc, l_float32 factor ); +LEPT_DLL extern l_ok pixaccMultConstAccumulate ( PIXACC *pixacc, PIX *pix, l_float32 factor ); +LEPT_DLL extern PIX * pixSelectBySize ( PIX *pixs, l_int32 width, l_int32 height, l_int32 connectivity, l_int32 type, l_int32 relation, l_int32 *pchanged ); +LEPT_DLL extern PIXA * pixaSelectBySize ( PIXA *pixas, l_int32 width, l_int32 height, l_int32 type, l_int32 relation, l_int32 *pchanged ); +LEPT_DLL extern NUMA * pixaMakeSizeIndicator ( PIXA *pixa, l_int32 width, l_int32 height, l_int32 type, l_int32 relation ); +LEPT_DLL extern PIX * pixSelectByPerimToAreaRatio ( PIX *pixs, l_float32 thresh, l_int32 connectivity, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIXA * pixaSelectByPerimToAreaRatio ( PIXA *pixas, l_float32 thresh, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIX * pixSelectByPerimSizeRatio ( PIX *pixs, l_float32 thresh, l_int32 connectivity, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIXA * pixaSelectByPerimSizeRatio ( PIXA *pixas, l_float32 thresh, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIX * pixSelectByAreaFraction ( PIX *pixs, l_float32 thresh, l_int32 connectivity, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIXA * pixaSelectByAreaFraction ( PIXA *pixas, l_float32 thresh, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIX * pixSelectByWidthHeightRatio ( PIX *pixs, l_float32 thresh, l_int32 connectivity, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIXA * pixaSelectByWidthHeightRatio ( PIXA *pixas, l_float32 thresh, l_int32 type, l_int32 *pchanged ); +LEPT_DLL extern PIXA * pixaSelectByNumConnComp ( PIXA *pixas, l_int32 nmin, l_int32 nmax, l_int32 connectivity, l_int32 *pchanged ); +LEPT_DLL extern PIXA * pixaSelectWithIndicator ( PIXA *pixas, NUMA *na, l_int32 *pchanged ); +LEPT_DLL extern l_ok pixRemoveWithIndicator ( PIX *pixs, PIXA *pixa, NUMA *na ); +LEPT_DLL extern l_ok pixAddWithIndicator ( PIX *pixs, PIXA *pixa, NUMA *na ); +LEPT_DLL extern PIXA * pixaSelectWithString ( PIXA *pixas, const char *str, l_int32 *perror ); +LEPT_DLL extern PIX * pixaRenderComponent ( PIX *pixs, PIXA *pixa, l_int32 index ); +LEPT_DLL extern PIXA * pixaSort ( PIXA *pixas, l_int32 sorttype, l_int32 sortorder, NUMA **pnaindex, l_int32 copyflag ); +LEPT_DLL extern PIXA * pixaBinSort ( PIXA *pixas, l_int32 sorttype, l_int32 sortorder, NUMA **pnaindex, l_int32 copyflag ); +LEPT_DLL extern PIXA * pixaSortByIndex ( PIXA *pixas, NUMA *naindex, l_int32 copyflag ); +LEPT_DLL extern PIXAA * pixaSort2dByIndex ( PIXA *pixas, NUMAA *naa, l_int32 copyflag ); +LEPT_DLL extern PIXA * pixaSelectRange ( PIXA *pixas, l_int32 first, l_int32 last, l_int32 copyflag ); +LEPT_DLL extern PIXAA * pixaaSelectRange ( PIXAA *paas, l_int32 first, l_int32 last, l_int32 copyflag ); +LEPT_DLL extern PIXAA * pixaaScaleToSize ( PIXAA *paas, l_int32 wd, l_int32 hd ); +LEPT_DLL extern PIXAA * pixaaScaleToSizeVar ( PIXAA *paas, NUMA *nawd, NUMA *nahd ); +LEPT_DLL extern PIXA * pixaScaleToSize ( PIXA *pixas, l_int32 wd, l_int32 hd ); +LEPT_DLL extern PIXA * pixaScaleToSizeRel ( PIXA *pixas, l_int32 delw, l_int32 delh ); +LEPT_DLL extern PIXA * pixaScale ( PIXA *pixas, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIXA * pixaScaleBySampling ( PIXA *pixas, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIXA * pixaRotate ( PIXA *pixas, l_float32 angle, l_int32 type, l_int32 incolor, l_int32 width, l_int32 height ); +LEPT_DLL extern PIXA * pixaRotateOrth ( PIXA *pixas, l_int32 rotation ); +LEPT_DLL extern PIXA * pixaTranslate ( PIXA *pixas, l_int32 hshift, l_int32 vshift, l_int32 incolor ); +LEPT_DLL extern PIXA * pixaAddBorderGeneral ( PIXA *pixad, PIXA *pixas, l_int32 left, l_int32 right, l_int32 top, l_int32 bot, l_uint32 val ); +LEPT_DLL extern PIXA * pixaaFlattenToPixa ( PIXAA *paa, NUMA **pnaindex, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaaSizeRange ( PIXAA *paa, l_int32 *pminw, l_int32 *pminh, l_int32 *pmaxw, l_int32 *pmaxh ); +LEPT_DLL extern l_ok pixaSizeRange ( PIXA *pixa, l_int32 *pminw, l_int32 *pminh, l_int32 *pmaxw, l_int32 *pmaxh ); +LEPT_DLL extern PIXA * pixaClipToPix ( PIXA *pixas, PIX *pixs ); +LEPT_DLL extern l_ok pixaClipToForeground ( PIXA *pixas, PIXA **ppixad, BOXA **pboxa ); +LEPT_DLL extern l_ok pixaGetRenderingDepth ( PIXA *pixa, l_int32 *pdepth ); +LEPT_DLL extern l_ok pixaHasColor ( PIXA *pixa, l_int32 *phascolor ); +LEPT_DLL extern l_ok pixaAnyColormaps ( PIXA *pixa, l_int32 *phascmap ); +LEPT_DLL extern l_ok pixaGetDepthInfo ( PIXA *pixa, l_int32 *pmaxdepth, l_int32 *psame ); +LEPT_DLL extern PIXA * pixaConvertToSameDepth ( PIXA *pixas ); +LEPT_DLL extern l_ok pixaEqual ( PIXA *pixa1, PIXA *pixa2, l_int32 maxdist, NUMA **pnaindex, l_int32 *psame ); +LEPT_DLL extern l_ok pixaSetFullSizeBoxa ( PIXA *pixa ); +LEPT_DLL extern PIX * pixaDisplay ( PIXA *pixa, l_int32 w, l_int32 h ); +LEPT_DLL extern PIX * pixaDisplayOnColor ( PIXA *pixa, l_int32 w, l_int32 h, l_uint32 bgcolor ); +LEPT_DLL extern PIX * pixaDisplayRandomCmap ( PIXA *pixa, l_int32 w, l_int32 h ); +LEPT_DLL extern PIX * pixaDisplayLinearly ( PIXA *pixas, l_int32 direction, l_float32 scalefactor, l_int32 background, l_int32 spacing, l_int32 border, BOXA **pboxa ); +LEPT_DLL extern PIX * pixaDisplayOnLattice ( PIXA *pixa, l_int32 cellw, l_int32 cellh, l_int32 *pncols, BOXA **pboxa ); +LEPT_DLL extern PIX * pixaDisplayUnsplit ( PIXA *pixa, l_int32 nx, l_int32 ny, l_int32 borderwidth, l_uint32 bordercolor ); +LEPT_DLL extern PIX * pixaDisplayTiled ( PIXA *pixa, l_int32 maxwidth, l_int32 background, l_int32 spacing ); +LEPT_DLL extern PIX * pixaDisplayTiledInRows ( PIXA *pixa, l_int32 outdepth, l_int32 maxwidth, l_float32 scalefactor, l_int32 background, l_int32 spacing, l_int32 border ); +LEPT_DLL extern PIX * pixaDisplayTiledInColumns ( PIXA *pixas, l_int32 nx, l_float32 scalefactor, l_int32 spacing, l_int32 border ); +LEPT_DLL extern PIX * pixaDisplayTiledAndScaled ( PIXA *pixa, l_int32 outdepth, l_int32 tilewidth, l_int32 ncols, l_int32 background, l_int32 spacing, l_int32 border ); +LEPT_DLL extern PIX * pixaDisplayTiledWithText ( PIXA *pixa, l_int32 maxwidth, l_float32 scalefactor, l_int32 spacing, l_int32 border, l_int32 fontsize, l_uint32 textcolor ); +LEPT_DLL extern PIX * pixaDisplayTiledByIndex ( PIXA *pixa, NUMA *na, l_int32 width, l_int32 spacing, l_int32 border, l_int32 fontsize, l_uint32 textcolor ); +LEPT_DLL extern PIX * pixaaDisplay ( PIXAA *paa, l_int32 w, l_int32 h ); +LEPT_DLL extern PIX * pixaaDisplayByPixa ( PIXAA *paa, l_int32 xspace, l_int32 yspace, l_int32 maxw ); +LEPT_DLL extern PIXA * pixaaDisplayTiledAndScaled ( PIXAA *paa, l_int32 outdepth, l_int32 tilewidth, l_int32 ncols, l_int32 background, l_int32 spacing, l_int32 border ); +LEPT_DLL extern PIXA * pixaConvertTo1 ( PIXA *pixas, l_int32 thresh ); +LEPT_DLL extern PIXA * pixaConvertTo8 ( PIXA *pixas, l_int32 cmapflag ); +LEPT_DLL extern PIXA * pixaConvertTo8Colormap ( PIXA *pixas, l_int32 dither ); +LEPT_DLL extern PIXA * pixaConvertTo32 ( PIXA *pixas ); +LEPT_DLL extern PIXA * pixaConstrainedSelect ( PIXA *pixas, l_int32 first, l_int32 last, l_int32 nmax, l_int32 use_pairs, l_int32 copyflag ); +LEPT_DLL extern l_ok pixaSelectToPdf ( PIXA *pixas, l_int32 first, l_int32 last, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, l_uint32 color, l_int32 fontsize, const char *fileout ); +LEPT_DLL extern PIXA * pixaMakeFromTiledPixa ( PIXA *pixas, l_int32 w, l_int32 h, l_int32 nsamp ); +LEPT_DLL extern PIXA * pixaMakeFromTiledPix ( PIX *pixs, l_int32 w, l_int32 h, l_int32 start, l_int32 num, BOXA *boxa ); +LEPT_DLL extern l_ok pixGetTileCount ( PIX *pix, l_int32 *pn ); +LEPT_DLL extern PIXA * pixaDisplayMultiTiled ( PIXA *pixas, l_int32 nx, l_int32 ny, l_int32 maxw, l_int32 maxh, l_float32 scalefactor, l_int32 spacing, l_int32 border ); +LEPT_DLL extern l_ok pixaSplitIntoFiles ( PIXA *pixas, l_int32 nsplit, l_float32 scale, l_int32 outwidth, l_int32 write_pixa, l_int32 write_pix, l_int32 write_pdf ); +LEPT_DLL extern l_ok convertToNUpFiles ( const char *dir, const char *substr, l_int32 nx, l_int32 ny, l_int32 tw, l_int32 spacing, l_int32 border, l_int32 fontsize, const char *outdir ); +LEPT_DLL extern PIXA * convertToNUpPixa ( const char *dir, const char *substr, l_int32 nx, l_int32 ny, l_int32 tw, l_int32 spacing, l_int32 border, l_int32 fontsize ); +LEPT_DLL extern PIXA * pixaConvertToNUpPixa ( PIXA *pixas, SARRAY *sa, l_int32 nx, l_int32 ny, l_int32 tw, l_int32 spacing, l_int32 border, l_int32 fontsize ); +LEPT_DLL extern l_ok pixaCompareInPdf ( PIXA *pixa1, PIXA *pixa2, l_int32 nx, l_int32 ny, l_int32 tw, l_int32 spacing, l_int32 border, l_int32 fontsize, const char *fileout ); +LEPT_DLL extern l_ok pmsCreate ( size_t minsize, size_t smallest, NUMA *numalloc, const char *logfile ); +LEPT_DLL extern void pmsDestroy ( ); +LEPT_DLL extern void * pmsCustomAlloc ( size_t nbytes ); +LEPT_DLL extern void pmsCustomDealloc ( void *data ); +LEPT_DLL extern void * pmsGetAlloc ( size_t nbytes ); +LEPT_DLL extern l_ok pmsGetLevelForAlloc ( size_t nbytes, l_int32 *plevel ); +LEPT_DLL extern l_ok pmsGetLevelForDealloc ( void *data, l_int32 *plevel ); +LEPT_DLL extern void pmsLogInfo ( ); +LEPT_DLL extern l_ok pixAddConstantGray ( PIX *pixs, l_int32 val ); +LEPT_DLL extern l_ok pixMultConstantGray ( PIX *pixs, l_float32 val ); +LEPT_DLL extern PIX * pixAddGray ( PIX *pixd, PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern PIX * pixSubtractGray ( PIX *pixd, PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern PIX * pixThresholdToValue ( PIX *pixd, PIX *pixs, l_int32 threshval, l_int32 setval ); +LEPT_DLL extern PIX * pixInitAccumulate ( l_int32 w, l_int32 h, l_uint32 offset ); +LEPT_DLL extern PIX * pixFinalAccumulate ( PIX *pixs, l_uint32 offset, l_int32 depth ); +LEPT_DLL extern PIX * pixFinalAccumulateThreshold ( PIX *pixs, l_uint32 offset, l_uint32 threshold ); +LEPT_DLL extern l_ok pixAccumulate ( PIX *pixd, PIX *pixs, l_int32 op ); +LEPT_DLL extern l_ok pixMultConstAccumulate ( PIX *pixs, l_float32 factor, l_uint32 offset ); +LEPT_DLL extern PIX * pixAbsDifference ( PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern PIX * pixAddRGB ( PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern PIX * pixMinOrMax ( PIX *pixd, PIX *pixs1, PIX *pixs2, l_int32 type ); +LEPT_DLL extern PIX * pixMaxDynamicRange ( PIX *pixs, l_int32 type ); +LEPT_DLL extern PIX * pixMaxDynamicRangeRGB ( PIX *pixs, l_int32 type ); +LEPT_DLL extern l_uint32 linearScaleRGBVal ( l_uint32 sval, l_float32 factor ); +LEPT_DLL extern l_uint32 logScaleRGBVal ( l_uint32 sval, l_float32 *tab, l_float32 factor ); +LEPT_DLL extern l_float32 * makeLogBase2Tab ( void ); +LEPT_DLL extern l_float32 getLogBase2 ( l_int32 val, l_float32 *logtab ); +LEPT_DLL extern PIXC * pixcompCreateFromPix ( PIX *pix, l_int32 comptype ); +LEPT_DLL extern PIXC * pixcompCreateFromString ( l_uint8 *data, size_t size, l_int32 copyflag ); +LEPT_DLL extern PIXC * pixcompCreateFromFile ( const char *filename, l_int32 comptype ); +LEPT_DLL extern void pixcompDestroy ( PIXC **ppixc ); +LEPT_DLL extern PIXC * pixcompCopy ( PIXC *pixcs ); +LEPT_DLL extern l_ok pixcompGetDimensions ( PIXC *pixc, l_int32 *pw, l_int32 *ph, l_int32 *pd ); +LEPT_DLL extern l_ok pixcompGetParameters ( PIXC *pixc, l_int32 *pxres, l_int32 *pyres, l_int32 *pcomptype, l_int32 *pcmapflag ); +LEPT_DLL extern l_ok pixcompDetermineFormat ( l_int32 comptype, l_int32 d, l_int32 cmapflag, l_int32 *pformat ); +LEPT_DLL extern PIX * pixCreateFromPixcomp ( PIXC *pixc ); +LEPT_DLL extern PIXAC * pixacompCreate ( l_int32 n ); +LEPT_DLL extern PIXAC * pixacompCreateWithInit ( l_int32 n, l_int32 offset, PIX *pix, l_int32 comptype ); +LEPT_DLL extern PIXAC * pixacompCreateFromPixa ( PIXA *pixa, l_int32 comptype, l_int32 accesstype ); +LEPT_DLL extern PIXAC * pixacompCreateFromFiles ( const char *dirname, const char *substr, l_int32 comptype ); +LEPT_DLL extern PIXAC * pixacompCreateFromSA ( SARRAY *sa, l_int32 comptype ); +LEPT_DLL extern void pixacompDestroy ( PIXAC **ppixac ); +LEPT_DLL extern l_ok pixacompAddPix ( PIXAC *pixac, PIX *pix, l_int32 comptype ); +LEPT_DLL extern l_ok pixacompAddPixcomp ( PIXAC *pixac, PIXC *pixc, l_int32 copyflag ); +LEPT_DLL extern l_ok pixacompReplacePix ( PIXAC *pixac, l_int32 index, PIX *pix, l_int32 comptype ); +LEPT_DLL extern l_ok pixacompReplacePixcomp ( PIXAC *pixac, l_int32 index, PIXC *pixc ); +LEPT_DLL extern l_ok pixacompAddBox ( PIXAC *pixac, BOX *box, l_int32 copyflag ); +LEPT_DLL extern l_int32 pixacompGetCount ( PIXAC *pixac ); +LEPT_DLL extern PIXC * pixacompGetPixcomp ( PIXAC *pixac, l_int32 index, l_int32 copyflag ); +LEPT_DLL extern PIX * pixacompGetPix ( PIXAC *pixac, l_int32 index ); +LEPT_DLL extern l_ok pixacompGetPixDimensions ( PIXAC *pixac, l_int32 index, l_int32 *pw, l_int32 *ph, l_int32 *pd ); +LEPT_DLL extern BOXA * pixacompGetBoxa ( PIXAC *pixac, l_int32 accesstype ); +LEPT_DLL extern l_int32 pixacompGetBoxaCount ( PIXAC *pixac ); +LEPT_DLL extern BOX * pixacompGetBox ( PIXAC *pixac, l_int32 index, l_int32 accesstype ); +LEPT_DLL extern l_ok pixacompGetBoxGeometry ( PIXAC *pixac, l_int32 index, l_int32 *px, l_int32 *py, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern l_int32 pixacompGetOffset ( PIXAC *pixac ); +LEPT_DLL extern l_ok pixacompSetOffset ( PIXAC *pixac, l_int32 offset ); +LEPT_DLL extern PIXA * pixaCreateFromPixacomp ( PIXAC *pixac, l_int32 accesstype ); +LEPT_DLL extern l_ok pixacompJoin ( PIXAC *pixacd, PIXAC *pixacs, l_int32 istart, l_int32 iend ); +LEPT_DLL extern PIXAC * pixacompInterleave ( PIXAC *pixac1, PIXAC *pixac2 ); +LEPT_DLL extern PIXAC * pixacompRead ( const char *filename ); +LEPT_DLL extern PIXAC * pixacompReadStream ( FILE *fp ); +LEPT_DLL extern PIXAC * pixacompReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok pixacompWrite ( const char *filename, PIXAC *pixac ); +LEPT_DLL extern l_ok pixacompWriteStream ( FILE *fp, PIXAC *pixac ); +LEPT_DLL extern l_ok pixacompWriteMem ( l_uint8 **pdata, size_t *psize, PIXAC *pixac ); +LEPT_DLL extern l_ok pixacompConvertToPdf ( PIXAC *pixac, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, const char *title, const char *fileout ); +LEPT_DLL extern l_ok pixacompConvertToPdfData ( PIXAC *pixac, l_int32 res, l_float32 scalefactor, l_int32 type, l_int32 quality, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok pixacompFastConvertToPdfData ( PIXAC *pixac, const char *title, l_uint8 **pdata, size_t *pnbytes ); +LEPT_DLL extern l_ok pixacompWriteStreamInfo ( FILE *fp, PIXAC *pixac, const char *text ); +LEPT_DLL extern l_ok pixcompWriteStreamInfo ( FILE *fp, PIXC *pixc, const char *text ); +LEPT_DLL extern PIX * pixacompDisplayTiledAndScaled ( PIXAC *pixac, l_int32 outdepth, l_int32 tilewidth, l_int32 ncols, l_int32 background, l_int32 spacing, l_int32 border ); +LEPT_DLL extern l_ok pixacompWriteFiles ( PIXAC *pixac, const char *subdir ); +LEPT_DLL extern l_ok pixcompWriteFile ( const char *rootname, PIXC *pixc ); +LEPT_DLL extern PIX * pixThreshold8 ( PIX *pixs, l_int32 d, l_int32 nlevels, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixRemoveColormapGeneral ( PIX *pixs, l_int32 type, l_int32 ifnocmap ); +LEPT_DLL extern PIX * pixRemoveColormap ( PIX *pixs, l_int32 type ); +LEPT_DLL extern l_ok pixAddGrayColormap8 ( PIX *pixs ); +LEPT_DLL extern PIX * pixAddMinimalGrayColormap8 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertRGBToLuminance ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertRGBToGray ( PIX *pixs, l_float32 rwt, l_float32 gwt, l_float32 bwt ); +LEPT_DLL extern PIX * pixConvertRGBToGrayFast ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertRGBToGrayMinMax ( PIX *pixs, l_int32 type ); +LEPT_DLL extern PIX * pixConvertRGBToGraySatBoost ( PIX *pixs, l_int32 refval ); +LEPT_DLL extern PIX * pixConvertRGBToGrayArb ( PIX *pixs, l_float32 rc, l_float32 gc, l_float32 bc ); +LEPT_DLL extern PIX * pixConvertRGBToBinaryArb ( PIX *pixs, l_float32 rc, l_float32 gc, l_float32 bc, l_int32 thresh, l_int32 relation ); +LEPT_DLL extern PIX * pixConvertGrayToColormap ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertGrayToColormap8 ( PIX *pixs, l_int32 mindepth ); +LEPT_DLL extern PIX * pixColorizeGray ( PIX *pixs, l_uint32 color, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixConvertRGBToColormap ( PIX *pixs, l_int32 ditherflag ); +LEPT_DLL extern PIX * pixConvertCmapTo1 ( PIX *pixs ); +LEPT_DLL extern l_ok pixQuantizeIfFewColors ( PIX *pixs, l_int32 maxcolors, l_int32 mingraycolors, l_int32 octlevel, PIX **ppixd ); +LEPT_DLL extern PIX * pixConvert16To8 ( PIX *pixs, l_int32 type ); +LEPT_DLL extern PIX * pixConvertGrayToFalseColor ( PIX *pixs, l_float32 gamma ); +LEPT_DLL extern PIX * pixUnpackBinary ( PIX *pixs, l_int32 depth, l_int32 invert ); +LEPT_DLL extern PIX * pixConvert1To16 ( PIX *pixd, PIX *pixs, l_uint16 val0, l_uint16 val1 ); +LEPT_DLL extern PIX * pixConvert1To32 ( PIX *pixd, PIX *pixs, l_uint32 val0, l_uint32 val1 ); +LEPT_DLL extern PIX * pixConvert1To2Cmap ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvert1To2 ( PIX *pixd, PIX *pixs, l_int32 val0, l_int32 val1 ); +LEPT_DLL extern PIX * pixConvert1To4Cmap ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvert1To4 ( PIX *pixd, PIX *pixs, l_int32 val0, l_int32 val1 ); +LEPT_DLL extern PIX * pixConvert1To8Cmap ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvert1To8 ( PIX *pixd, PIX *pixs, l_uint8 val0, l_uint8 val1 ); +LEPT_DLL extern PIX * pixConvert2To8 ( PIX *pixs, l_uint8 val0, l_uint8 val1, l_uint8 val2, l_uint8 val3, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixConvert4To8 ( PIX *pixs, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixConvert8To16 ( PIX *pixs, l_int32 leftshift ); +LEPT_DLL extern PIX * pixConvertTo2 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvert8To2 ( PIX *pix ); +LEPT_DLL extern PIX * pixConvertTo4 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvert8To4 ( PIX *pix ); +LEPT_DLL extern PIX * pixConvertTo1Adaptive ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertTo1 ( PIX *pixs, l_int32 threshold ); +LEPT_DLL extern PIX * pixConvertTo1BySampling ( PIX *pixs, l_int32 factor, l_int32 threshold ); +LEPT_DLL extern PIX * pixConvertTo8 ( PIX *pixs, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixConvertTo8BySampling ( PIX *pixs, l_int32 factor, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixConvertTo8Colormap ( PIX *pixs, l_int32 dither ); +LEPT_DLL extern PIX * pixConvertTo16 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertTo32 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertTo32BySampling ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern PIX * pixConvert8To32 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertTo8Or32 ( PIX *pixs, l_int32 copyflag, l_int32 warnflag ); +LEPT_DLL extern PIX * pixConvert24To32 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvert32To24 ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvert32To16 ( PIX *pixs, l_int32 type ); +LEPT_DLL extern PIX * pixConvert32To8 ( PIX *pixs, l_int32 type16, l_int32 type8 ); +LEPT_DLL extern PIX * pixRemoveAlpha ( PIX *pixs ); +LEPT_DLL extern PIX * pixAddAlphaTo1bpp ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern PIX * pixConvertLossless ( PIX *pixs, l_int32 d ); +LEPT_DLL extern PIX * pixConvertForPSWrap ( PIX *pixs ); +LEPT_DLL extern PIX * pixConvertToSubpixelRGB ( PIX *pixs, l_float32 scalex, l_float32 scaley, l_int32 order ); +LEPT_DLL extern PIX * pixConvertGrayToSubpixelRGB ( PIX *pixs, l_float32 scalex, l_float32 scaley, l_int32 order ); +LEPT_DLL extern PIX * pixConvertColorToSubpixelRGB ( PIX *pixs, l_float32 scalex, l_float32 scaley, l_int32 order ); +LEPT_DLL extern void l_setNeutralBoostVal ( l_int32 val ); +LEPT_DLL extern PIX * pixConnCompTransform ( PIX *pixs, l_int32 connect, l_int32 depth ); +LEPT_DLL extern PIX * pixConnCompAreaTransform ( PIX *pixs, l_int32 connect ); +LEPT_DLL extern l_ok pixConnCompIncrInit ( PIX *pixs, l_int32 conn, PIX **ppixd, PTAA **pptaa, l_int32 *pncc ); +LEPT_DLL extern l_int32 pixConnCompIncrAdd ( PIX *pixs, PTAA *ptaa, l_int32 *pncc, l_float32 x, l_float32 y, l_int32 debug ); +LEPT_DLL extern l_ok pixGetSortedNeighborValues ( PIX *pixs, l_int32 x, l_int32 y, l_int32 conn, l_int32 **pneigh, l_int32 *pnvals ); +LEPT_DLL extern PIX * pixLocToColorTransform ( PIX *pixs ); +LEPT_DLL extern PIXTILING * pixTilingCreate ( PIX *pixs, l_int32 nx, l_int32 ny, l_int32 w, l_int32 h, l_int32 xoverlap, l_int32 yoverlap ); +LEPT_DLL extern void pixTilingDestroy ( PIXTILING **ppt ); +LEPT_DLL extern l_ok pixTilingGetCount ( PIXTILING *pt, l_int32 *pnx, l_int32 *pny ); +LEPT_DLL extern l_ok pixTilingGetSize ( PIXTILING *pt, l_int32 *pw, l_int32 *ph ); +LEPT_DLL extern PIX * pixTilingGetTile ( PIXTILING *pt, l_int32 i, l_int32 j ); +LEPT_DLL extern l_ok pixTilingNoStripOnPaint ( PIXTILING *pt ); +LEPT_DLL extern l_ok pixTilingPaintTile ( PIX *pixd, l_int32 i, l_int32 j, PIX *pixs, PIXTILING *pt ); +LEPT_DLL extern PIX * pixReadStreamPng ( FILE *fp ); +LEPT_DLL extern l_ok readHeaderPng ( const char *filename, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_ok freadHeaderPng ( FILE *fp, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_ok readHeaderMemPng ( const l_uint8 *data, size_t size, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_int32 fgetPngResolution ( FILE *fp, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern l_ok isPngInterlaced ( const char *filename, l_int32 *pinterlaced ); +LEPT_DLL extern l_ok fgetPngColormapInfo ( FILE *fp, PIXCMAP **pcmap, l_int32 *ptransparency ); +LEPT_DLL extern l_ok pixWritePng ( const char *filename, PIX *pix, l_float32 gamma ); +LEPT_DLL extern l_ok pixWriteStreamPng ( FILE *fp, PIX *pix, l_float32 gamma ); +LEPT_DLL extern l_ok pixSetZlibCompression ( PIX *pix, l_int32 compval ); +LEPT_DLL extern void l_pngSetReadStrip16To8 ( l_int32 flag ); +LEPT_DLL extern PIX * pixReadMemPng ( const l_uint8 *filedata, size_t filesize ); +LEPT_DLL extern l_ok pixWriteMemPng ( l_uint8 **pfiledata, size_t *pfilesize, PIX *pix, l_float32 gamma ); +LEPT_DLL extern PIX * pixReadStreamPnm ( FILE *fp ); +LEPT_DLL extern l_ok readHeaderPnm ( const char *filename, l_int32 *pw, l_int32 *ph, l_int32 *pd, l_int32 *ptype, l_int32 *pbps, l_int32 *pspp ); +LEPT_DLL extern l_ok freadHeaderPnm ( FILE *fp, l_int32 *pw, l_int32 *ph, l_int32 *pd, l_int32 *ptype, l_int32 *pbps, l_int32 *pspp ); +LEPT_DLL extern l_ok pixWriteStreamPnm ( FILE *fp, PIX *pix ); +LEPT_DLL extern l_ok pixWriteStreamAsciiPnm ( FILE *fp, PIX *pix ); +LEPT_DLL extern l_ok pixWriteStreamPam ( FILE *fp, PIX *pix ); +LEPT_DLL extern PIX * pixReadMemPnm ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok readHeaderMemPnm ( const l_uint8 *data, size_t size, l_int32 *pw, l_int32 *ph, l_int32 *pd, l_int32 *ptype, l_int32 *pbps, l_int32 *pspp ); +LEPT_DLL extern l_ok pixWriteMemPnm ( l_uint8 **pdata, size_t *psize, PIX *pix ); +LEPT_DLL extern l_ok pixWriteMemPam ( l_uint8 **pdata, size_t *psize, PIX *pix ); +LEPT_DLL extern PIX * pixProjectiveSampledPta ( PIX *pixs, PTA *ptad, PTA *ptas, l_int32 incolor ); +LEPT_DLL extern PIX * pixProjectiveSampled ( PIX *pixs, l_float32 *vc, l_int32 incolor ); +LEPT_DLL extern PIX * pixProjectivePta ( PIX *pixs, PTA *ptad, PTA *ptas, l_int32 incolor ); +LEPT_DLL extern PIX * pixProjective ( PIX *pixs, l_float32 *vc, l_int32 incolor ); +LEPT_DLL extern PIX * pixProjectivePtaColor ( PIX *pixs, PTA *ptad, PTA *ptas, l_uint32 colorval ); +LEPT_DLL extern PIX * pixProjectiveColor ( PIX *pixs, l_float32 *vc, l_uint32 colorval ); +LEPT_DLL extern PIX * pixProjectivePtaGray ( PIX *pixs, PTA *ptad, PTA *ptas, l_uint8 grayval ); +LEPT_DLL extern PIX * pixProjectiveGray ( PIX *pixs, l_float32 *vc, l_uint8 grayval ); +LEPT_DLL extern PIX * pixProjectivePtaWithAlpha ( PIX *pixs, PTA *ptad, PTA *ptas, PIX *pixg, l_float32 fract, l_int32 border ); +LEPT_DLL extern l_ok getProjectiveXformCoeffs ( PTA *ptas, PTA *ptad, l_float32 **pvc ); +LEPT_DLL extern l_ok projectiveXformSampledPt ( l_float32 *vc, l_int32 x, l_int32 y, l_int32 *pxp, l_int32 *pyp ); +LEPT_DLL extern l_ok projectiveXformPt ( l_float32 *vc, l_int32 x, l_int32 y, l_float32 *pxp, l_float32 *pyp ); +LEPT_DLL extern l_ok convertFilesToPS ( const char *dirin, const char *substr, l_int32 res, const char *fileout ); +LEPT_DLL extern l_ok sarrayConvertFilesToPS ( SARRAY *sa, l_int32 res, const char *fileout ); +LEPT_DLL extern l_ok convertFilesFittedToPS ( const char *dirin, const char *substr, l_float32 xpts, l_float32 ypts, const char *fileout ); +LEPT_DLL extern l_ok sarrayConvertFilesFittedToPS ( SARRAY *sa, l_float32 xpts, l_float32 ypts, const char *fileout ); +LEPT_DLL extern l_ok writeImageCompressedToPSFile ( const char *filein, const char *fileout, l_int32 res, l_int32 *pindex ); +LEPT_DLL extern l_ok convertSegmentedPagesToPS ( const char *pagedir, const char *pagestr, l_int32 page_numpre, const char *maskdir, const char *maskstr, l_int32 mask_numpre, l_int32 numpost, l_int32 maxnum, l_float32 textscale, l_float32 imagescale, l_int32 threshold, const char *fileout ); +LEPT_DLL extern l_ok pixWriteSegmentedPageToPS ( PIX *pixs, PIX *pixm, l_float32 textscale, l_float32 imagescale, l_int32 threshold, l_int32 pageno, const char *fileout ); +LEPT_DLL extern l_ok pixWriteMixedToPS ( PIX *pixb, PIX *pixc, l_float32 scale, l_int32 pageno, const char *fileout ); +LEPT_DLL extern l_ok convertToPSEmbed ( const char *filein, const char *fileout, l_int32 level ); +LEPT_DLL extern l_ok pixaWriteCompressedToPS ( PIXA *pixa, const char *fileout, l_int32 res, l_int32 level ); +LEPT_DLL extern l_ok pixWriteCompressedToPS ( PIX *pix, const char *fileout, l_int32 res, l_int32 level, l_int32 *pindex ); +LEPT_DLL extern l_ok pixWritePSEmbed ( const char *filein, const char *fileout ); +LEPT_DLL extern l_ok pixWriteStreamPS ( FILE *fp, PIX *pix, BOX *box, l_int32 res, l_float32 scale ); +LEPT_DLL extern char * pixWriteStringPS ( PIX *pixs, BOX *box, l_int32 res, l_float32 scale ); +LEPT_DLL extern char * generateUncompressedPS ( char *hexdata, l_int32 w, l_int32 h, l_int32 d, l_int32 psbpl, l_int32 bps, l_float32 xpt, l_float32 ypt, l_float32 wpt, l_float32 hpt, l_int32 boxflag ); +LEPT_DLL extern l_ok convertJpegToPSEmbed ( const char *filein, const char *fileout ); +LEPT_DLL extern l_ok convertJpegToPS ( const char *filein, const char *fileout, const char *operation, l_int32 x, l_int32 y, l_int32 res, l_float32 scale, l_int32 pageno, l_int32 endpage ); +LEPT_DLL extern l_ok convertG4ToPSEmbed ( const char *filein, const char *fileout ); +LEPT_DLL extern l_ok convertG4ToPS ( const char *filein, const char *fileout, const char *operation, l_int32 x, l_int32 y, l_int32 res, l_float32 scale, l_int32 pageno, l_int32 maskflag, l_int32 endpage ); +LEPT_DLL extern l_ok convertTiffMultipageToPS ( const char *filein, const char *fileout, l_float32 fillfract ); +LEPT_DLL extern l_ok convertFlateToPSEmbed ( const char *filein, const char *fileout ); +LEPT_DLL extern l_ok convertFlateToPS ( const char *filein, const char *fileout, const char *operation, l_int32 x, l_int32 y, l_int32 res, l_float32 scale, l_int32 pageno, l_int32 endpage ); +LEPT_DLL extern l_ok pixWriteMemPS ( l_uint8 **pdata, size_t *psize, PIX *pix, BOX *box, l_int32 res, l_float32 scale ); +LEPT_DLL extern l_int32 getResLetterPage ( l_int32 w, l_int32 h, l_float32 fillfract ); +LEPT_DLL extern l_int32 getResA4Page ( l_int32 w, l_int32 h, l_float32 fillfract ); +LEPT_DLL extern void l_psWriteBoundingBox ( l_int32 flag ); +LEPT_DLL extern PTA * ptaCreate ( l_int32 n ); +LEPT_DLL extern PTA * ptaCreateFromNuma ( NUMA *nax, NUMA *nay ); +LEPT_DLL extern void ptaDestroy ( PTA **ppta ); +LEPT_DLL extern PTA * ptaCopy ( PTA *pta ); +LEPT_DLL extern PTA * ptaCopyRange ( PTA *ptas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern PTA * ptaClone ( PTA *pta ); +LEPT_DLL extern l_ok ptaEmpty ( PTA *pta ); +LEPT_DLL extern l_ok ptaAddPt ( PTA *pta, l_float32 x, l_float32 y ); +LEPT_DLL extern l_ok ptaInsertPt ( PTA *pta, l_int32 index, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok ptaRemovePt ( PTA *pta, l_int32 index ); +LEPT_DLL extern l_int32 ptaGetRefcount ( PTA *pta ); +LEPT_DLL extern l_int32 ptaChangeRefcount ( PTA *pta, l_int32 delta ); +LEPT_DLL extern l_int32 ptaGetCount ( PTA *pta ); +LEPT_DLL extern l_ok ptaGetPt ( PTA *pta, l_int32 index, l_float32 *px, l_float32 *py ); +LEPT_DLL extern l_ok ptaGetIPt ( PTA *pta, l_int32 index, l_int32 *px, l_int32 *py ); +LEPT_DLL extern l_ok ptaSetPt ( PTA *pta, l_int32 index, l_float32 x, l_float32 y ); +LEPT_DLL extern l_ok ptaGetArrays ( PTA *pta, NUMA **pnax, NUMA **pnay ); +LEPT_DLL extern PTA * ptaRead ( const char *filename ); +LEPT_DLL extern PTA * ptaReadStream ( FILE *fp ); +LEPT_DLL extern PTA * ptaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok ptaWriteDebug ( const char *filename, PTA *pta, l_int32 type ); +LEPT_DLL extern l_ok ptaWrite ( const char *filename, PTA *pta, l_int32 type ); +LEPT_DLL extern l_ok ptaWriteStream ( FILE *fp, PTA *pta, l_int32 type ); +LEPT_DLL extern l_ok ptaWriteMem ( l_uint8 **pdata, size_t *psize, PTA *pta, l_int32 type ); +LEPT_DLL extern PTAA * ptaaCreate ( l_int32 n ); +LEPT_DLL extern void ptaaDestroy ( PTAA **pptaa ); +LEPT_DLL extern l_ok ptaaAddPta ( PTAA *ptaa, PTA *pta, l_int32 copyflag ); +LEPT_DLL extern l_int32 ptaaGetCount ( PTAA *ptaa ); +LEPT_DLL extern PTA * ptaaGetPta ( PTAA *ptaa, l_int32 index, l_int32 accessflag ); +LEPT_DLL extern l_ok ptaaGetPt ( PTAA *ptaa, l_int32 ipta, l_int32 jpt, l_float32 *px, l_float32 *py ); +LEPT_DLL extern l_ok ptaaInitFull ( PTAA *ptaa, PTA *pta ); +LEPT_DLL extern l_ok ptaaReplacePta ( PTAA *ptaa, l_int32 index, PTA *pta ); +LEPT_DLL extern l_ok ptaaAddPt ( PTAA *ptaa, l_int32 ipta, l_float32 x, l_float32 y ); +LEPT_DLL extern l_ok ptaaTruncate ( PTAA *ptaa ); +LEPT_DLL extern PTAA * ptaaRead ( const char *filename ); +LEPT_DLL extern PTAA * ptaaReadStream ( FILE *fp ); +LEPT_DLL extern PTAA * ptaaReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok ptaaWriteDebug ( const char *filename, PTAA *ptaa, l_int32 type ); +LEPT_DLL extern l_ok ptaaWrite ( const char *filename, PTAA *ptaa, l_int32 type ); +LEPT_DLL extern l_ok ptaaWriteStream ( FILE *fp, PTAA *ptaa, l_int32 type ); +LEPT_DLL extern l_ok ptaaWriteMem ( l_uint8 **pdata, size_t *psize, PTAA *ptaa, l_int32 type ); +LEPT_DLL extern PTA * ptaSubsample ( PTA *ptas, l_int32 subfactor ); +LEPT_DLL extern l_ok ptaJoin ( PTA *ptad, PTA *ptas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern l_ok ptaaJoin ( PTAA *ptaad, PTAA *ptaas, l_int32 istart, l_int32 iend ); +LEPT_DLL extern PTA * ptaReverse ( PTA *ptas, l_int32 type ); +LEPT_DLL extern PTA * ptaTranspose ( PTA *ptas ); +LEPT_DLL extern PTA * ptaCyclicPerm ( PTA *ptas, l_int32 xs, l_int32 ys ); +LEPT_DLL extern PTA * ptaSelectRange ( PTA *ptas, l_int32 first, l_int32 last ); +LEPT_DLL extern BOX * ptaGetBoundingRegion ( PTA *pta ); +LEPT_DLL extern l_ok ptaGetRange ( PTA *pta, l_float32 *pminx, l_float32 *pmaxx, l_float32 *pminy, l_float32 *pmaxy ); +LEPT_DLL extern PTA * ptaGetInsideBox ( PTA *ptas, BOX *box ); +LEPT_DLL extern PTA * pixFindCornerPixels ( PIX *pixs ); +LEPT_DLL extern l_int32 ptaContainsPt ( PTA *pta, l_int32 x, l_int32 y ); +LEPT_DLL extern l_int32 ptaTestIntersection ( PTA *pta1, PTA *pta2 ); +LEPT_DLL extern PTA * ptaTransform ( PTA *ptas, l_int32 shiftx, l_int32 shifty, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern l_int32 ptaPtInsidePolygon ( PTA *pta, l_float32 x, l_float32 y, l_int32 *pinside ); +LEPT_DLL extern l_float32 l_angleBetweenVectors ( l_float32 x1, l_float32 y1, l_float32 x2, l_float32 y2 ); +LEPT_DLL extern l_ok ptaGetMinMax ( PTA *pta, l_float32 *pxmin, l_float32 *pymin, l_float32 *pxmax, l_float32 *pymax ); +LEPT_DLL extern PTA * ptaSelectByValue ( PTA *ptas, l_float32 xth, l_float32 yth, l_int32 type, l_int32 relation ); +LEPT_DLL extern PTA * ptaCropToMask ( PTA *ptas, PIX *pixm ); +LEPT_DLL extern l_ok ptaGetLinearLSF ( PTA *pta, l_float32 *pa, l_float32 *pb, NUMA **pnafit ); +LEPT_DLL extern l_ok ptaGetQuadraticLSF ( PTA *pta, l_float32 *pa, l_float32 *pb, l_float32 *pc, NUMA **pnafit ); +LEPT_DLL extern l_ok ptaGetCubicLSF ( PTA *pta, l_float32 *pa, l_float32 *pb, l_float32 *pc, l_float32 *pd, NUMA **pnafit ); +LEPT_DLL extern l_ok ptaGetQuarticLSF ( PTA *pta, l_float32 *pa, l_float32 *pb, l_float32 *pc, l_float32 *pd, l_float32 *pe, NUMA **pnafit ); +LEPT_DLL extern l_ok ptaNoisyLinearLSF ( PTA *pta, l_float32 factor, PTA **pptad, l_float32 *pa, l_float32 *pb, l_float32 *pmederr, NUMA **pnafit ); +LEPT_DLL extern l_ok ptaNoisyQuadraticLSF ( PTA *pta, l_float32 factor, PTA **pptad, l_float32 *pa, l_float32 *pb, l_float32 *pc, l_float32 *pmederr, NUMA **pnafit ); +LEPT_DLL extern l_ok applyLinearFit ( l_float32 a, l_float32 b, l_float32 x, l_float32 *py ); +LEPT_DLL extern l_ok applyQuadraticFit ( l_float32 a, l_float32 b, l_float32 c, l_float32 x, l_float32 *py ); +LEPT_DLL extern l_ok applyCubicFit ( l_float32 a, l_float32 b, l_float32 c, l_float32 d, l_float32 x, l_float32 *py ); +LEPT_DLL extern l_ok applyQuarticFit ( l_float32 a, l_float32 b, l_float32 c, l_float32 d, l_float32 e, l_float32 x, l_float32 *py ); +LEPT_DLL extern l_ok pixPlotAlongPta ( PIX *pixs, PTA *pta, l_int32 outformat, const char *title ); +LEPT_DLL extern PTA * ptaGetPixelsFromPix ( PIX *pixs, BOX *box ); +LEPT_DLL extern PIX * pixGenerateFromPta ( PTA *pta, l_int32 w, l_int32 h ); +LEPT_DLL extern PTA * ptaGetBoundaryPixels ( PIX *pixs, l_int32 type ); +LEPT_DLL extern PTAA * ptaaGetBoundaryPixels ( PIX *pixs, l_int32 type, l_int32 connectivity, BOXA **pboxa, PIXA **ppixa ); +LEPT_DLL extern PTAA * ptaaIndexLabeledPixels ( PIX *pixs, l_int32 *pncc ); +LEPT_DLL extern PTA * ptaGetNeighborPixLocs ( PIX *pixs, l_int32 x, l_int32 y, l_int32 conn ); +LEPT_DLL extern PTA * numaConvertToPta1 ( NUMA *na ); +LEPT_DLL extern PTA * numaConvertToPta2 ( NUMA *nax, NUMA *nay ); +LEPT_DLL extern l_ok ptaConvertToNuma ( PTA *pta, NUMA **pnax, NUMA **pnay ); +LEPT_DLL extern PIX * pixDisplayPta ( PIX *pixd, PIX *pixs, PTA *pta ); +LEPT_DLL extern PIX * pixDisplayPtaaPattern ( PIX *pixd, PIX *pixs, PTAA *ptaa, PIX *pixp, l_int32 cx, l_int32 cy ); +LEPT_DLL extern PIX * pixDisplayPtaPattern ( PIX *pixd, PIX *pixs, PTA *pta, PIX *pixp, l_int32 cx, l_int32 cy, l_uint32 color ); +LEPT_DLL extern PTA * ptaReplicatePattern ( PTA *ptas, PIX *pixp, PTA *ptap, l_int32 cx, l_int32 cy, l_int32 w, l_int32 h ); +LEPT_DLL extern PIX * pixDisplayPtaa ( PIX *pixs, PTAA *ptaa ); +LEPT_DLL extern PTA * ptaSort ( PTA *ptas, l_int32 sorttype, l_int32 sortorder, NUMA **pnaindex ); +LEPT_DLL extern l_ok ptaGetSortIndex ( PTA *ptas, l_int32 sorttype, l_int32 sortorder, NUMA **pnaindex ); +LEPT_DLL extern PTA * ptaSortByIndex ( PTA *ptas, NUMA *naindex ); +LEPT_DLL extern PTAA * ptaaSortByIndex ( PTAA *ptaas, NUMA *naindex ); +LEPT_DLL extern l_ok ptaGetRankValue ( PTA *pta, l_float32 fract, PTA *ptasort, l_int32 sorttype, l_float32 *pval ); +LEPT_DLL extern PTA * ptaUnionByAset ( PTA *pta1, PTA *pta2 ); +LEPT_DLL extern PTA * ptaRemoveDupsByAset ( PTA *ptas ); +LEPT_DLL extern PTA * ptaIntersectionByAset ( PTA *pta1, PTA *pta2 ); +LEPT_DLL extern L_ASET * l_asetCreateFromPta ( PTA *pta ); +LEPT_DLL extern PTA * ptaUnionByHash ( PTA *pta1, PTA *pta2 ); +LEPT_DLL extern l_ok ptaRemoveDupsByHash ( PTA *ptas, PTA **pptad, L_DNAHASH **pdahash ); +LEPT_DLL extern PTA * ptaIntersectionByHash ( PTA *pta1, PTA *pta2 ); +LEPT_DLL extern l_ok ptaFindPtByHash ( PTA *pta, L_DNAHASH *dahash, l_int32 x, l_int32 y, l_int32 *pindex ); +LEPT_DLL extern L_DNAHASH * l_dnaHashCreateFromPta ( PTA *pta ); +LEPT_DLL extern L_PTRA * ptraCreate ( l_int32 n ); +LEPT_DLL extern void ptraDestroy ( L_PTRA **ppa, l_int32 freeflag, l_int32 warnflag ); +LEPT_DLL extern l_ok ptraAdd ( L_PTRA *pa, void *item ); +LEPT_DLL extern l_ok ptraInsert ( L_PTRA *pa, l_int32 index, void *item, l_int32 shiftflag ); +LEPT_DLL extern void * ptraRemove ( L_PTRA *pa, l_int32 index, l_int32 flag ); +LEPT_DLL extern void * ptraRemoveLast ( L_PTRA *pa ); +LEPT_DLL extern void * ptraReplace ( L_PTRA *pa, l_int32 index, void *item, l_int32 freeflag ); +LEPT_DLL extern l_ok ptraSwap ( L_PTRA *pa, l_int32 index1, l_int32 index2 ); +LEPT_DLL extern l_ok ptraCompactArray ( L_PTRA *pa ); +LEPT_DLL extern l_ok ptraReverse ( L_PTRA *pa ); +LEPT_DLL extern l_ok ptraJoin ( L_PTRA *pa1, L_PTRA *pa2 ); +LEPT_DLL extern l_ok ptraGetMaxIndex ( L_PTRA *pa, l_int32 *pmaxindex ); +LEPT_DLL extern l_ok ptraGetActualCount ( L_PTRA *pa, l_int32 *pcount ); +LEPT_DLL extern void * ptraGetPtrToItem ( L_PTRA *pa, l_int32 index ); +LEPT_DLL extern L_PTRAA * ptraaCreate ( l_int32 n ); +LEPT_DLL extern void ptraaDestroy ( L_PTRAA **ppaa, l_int32 freeflag, l_int32 warnflag ); +LEPT_DLL extern l_ok ptraaGetSize ( L_PTRAA *paa, l_int32 *psize ); +LEPT_DLL extern l_ok ptraaInsertPtra ( L_PTRAA *paa, l_int32 index, L_PTRA *pa ); +LEPT_DLL extern L_PTRA * ptraaGetPtra ( L_PTRAA *paa, l_int32 index, l_int32 accessflag ); +LEPT_DLL extern L_PTRA * ptraaFlattenToPtra ( L_PTRAA *paa ); +LEPT_DLL extern l_ok pixQuadtreeMean ( PIX *pixs, l_int32 nlevels, PIX *pix_ma, FPIXA **pfpixa ); +LEPT_DLL extern l_ok pixQuadtreeVariance ( PIX *pixs, l_int32 nlevels, PIX *pix_ma, DPIX *dpix_msa, FPIXA **pfpixa_v, FPIXA **pfpixa_rv ); +LEPT_DLL extern l_ok pixMeanInRectangle ( PIX *pixs, BOX *box, PIX *pixma, l_float32 *pval ); +LEPT_DLL extern l_ok pixVarianceInRectangle ( PIX *pixs, BOX *box, PIX *pix_ma, DPIX *dpix_msa, l_float32 *pvar, l_float32 *prvar ); +LEPT_DLL extern BOXAA * boxaaQuadtreeRegions ( l_int32 w, l_int32 h, l_int32 nlevels ); +LEPT_DLL extern l_ok quadtreeGetParent ( FPIXA *fpixa, l_int32 level, l_int32 x, l_int32 y, l_float32 *pval ); +LEPT_DLL extern l_ok quadtreeGetChildren ( FPIXA *fpixa, l_int32 level, l_int32 x, l_int32 y, l_float32 *pval00, l_float32 *pval10, l_float32 *pval01, l_float32 *pval11 ); +LEPT_DLL extern l_int32 quadtreeMaxLevels ( l_int32 w, l_int32 h ); +LEPT_DLL extern PIX * fpixaDisplayQuadtree ( FPIXA *fpixa, l_int32 factor, l_int32 fontsize ); +LEPT_DLL extern L_QUEUE * lqueueCreate ( l_int32 nalloc ); +LEPT_DLL extern void lqueueDestroy ( L_QUEUE **plq, l_int32 freeflag ); +LEPT_DLL extern l_ok lqueueAdd ( L_QUEUE *lq, void *item ); +LEPT_DLL extern void * lqueueRemove ( L_QUEUE *lq ); +LEPT_DLL extern l_int32 lqueueGetCount ( L_QUEUE *lq ); +LEPT_DLL extern l_ok lqueuePrint ( FILE *fp, L_QUEUE *lq ); +LEPT_DLL extern PIX * pixRankFilter ( PIX *pixs, l_int32 wf, l_int32 hf, l_float32 rank ); +LEPT_DLL extern PIX * pixRankFilterRGB ( PIX *pixs, l_int32 wf, l_int32 hf, l_float32 rank ); +LEPT_DLL extern PIX * pixRankFilterGray ( PIX *pixs, l_int32 wf, l_int32 hf, l_float32 rank ); +LEPT_DLL extern PIX * pixMedianFilter ( PIX *pixs, l_int32 wf, l_int32 hf ); +LEPT_DLL extern PIX * pixRankFilterWithScaling ( PIX *pixs, l_int32 wf, l_int32 hf, l_float32 rank, l_float32 scalefactor ); +LEPT_DLL extern L_RBTREE * l_rbtreeCreate ( l_int32 keytype ); +LEPT_DLL extern RB_TYPE * l_rbtreeLookup ( L_RBTREE *t, RB_TYPE key ); +LEPT_DLL extern void l_rbtreeInsert ( L_RBTREE *t, RB_TYPE key, RB_TYPE value ); +LEPT_DLL extern void l_rbtreeDelete ( L_RBTREE *t, RB_TYPE key ); +LEPT_DLL extern void l_rbtreeDestroy ( L_RBTREE **pt ); +LEPT_DLL extern L_RBTREE_NODE * l_rbtreeGetFirst ( L_RBTREE *t ); +LEPT_DLL extern L_RBTREE_NODE * l_rbtreeGetNext ( L_RBTREE_NODE *n ); +LEPT_DLL extern L_RBTREE_NODE * l_rbtreeGetLast ( L_RBTREE *t ); +LEPT_DLL extern L_RBTREE_NODE * l_rbtreeGetPrev ( L_RBTREE_NODE *n ); +LEPT_DLL extern l_int32 l_rbtreeGetCount ( L_RBTREE *t ); +LEPT_DLL extern void l_rbtreePrint ( FILE *fp, L_RBTREE *t ); +LEPT_DLL extern SARRAY * pixProcessBarcodes ( PIX *pixs, l_int32 format, l_int32 method, SARRAY **psaw, l_int32 debugflag ); +LEPT_DLL extern PIXA * pixExtractBarcodes ( PIX *pixs, l_int32 debugflag ); +LEPT_DLL extern SARRAY * pixReadBarcodes ( PIXA *pixa, l_int32 format, l_int32 method, SARRAY **psaw, l_int32 debugflag ); +LEPT_DLL extern NUMA * pixReadBarcodeWidths ( PIX *pixs, l_int32 method, l_int32 debugflag ); +LEPT_DLL extern BOXA * pixLocateBarcodes ( PIX *pixs, l_int32 thresh, PIX **ppixb, PIX **ppixm ); +LEPT_DLL extern PIX * pixDeskewBarcode ( PIX *pixs, PIX *pixb, BOX *box, l_int32 margin, l_int32 threshold, l_float32 *pangle, l_float32 *pconf ); +LEPT_DLL extern NUMA * pixExtractBarcodeWidths1 ( PIX *pixs, l_float32 thresh, l_float32 binfract, NUMA **pnaehist, NUMA **pnaohist, l_int32 debugflag ); +LEPT_DLL extern NUMA * pixExtractBarcodeWidths2 ( PIX *pixs, l_float32 thresh, l_float32 *pwidth, NUMA **pnac, l_int32 debugflag ); +LEPT_DLL extern NUMA * pixExtractBarcodeCrossings ( PIX *pixs, l_float32 thresh, l_int32 debugflag ); +LEPT_DLL extern NUMA * numaQuantizeCrossingsByWidth ( NUMA *nas, l_float32 binfract, NUMA **pnaehist, NUMA **pnaohist, l_int32 debugflag ); +LEPT_DLL extern NUMA * numaQuantizeCrossingsByWindow ( NUMA *nas, l_float32 ratio, l_float32 *pwidth, l_float32 *pfirstloc, NUMA **pnac, l_int32 debugflag ); +LEPT_DLL extern PIXA * pixaReadFiles ( const char *dirname, const char *substr ); +LEPT_DLL extern PIXA * pixaReadFilesSA ( SARRAY *sa ); +LEPT_DLL extern PIX * pixRead ( const char *filename ); +LEPT_DLL extern PIX * pixReadWithHint ( const char *filename, l_int32 hint ); +LEPT_DLL extern PIX * pixReadIndexed ( SARRAY *sa, l_int32 index ); +LEPT_DLL extern PIX * pixReadStream ( FILE *fp, l_int32 hint ); +LEPT_DLL extern l_ok pixReadHeader ( const char *filename, l_int32 *pformat, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_ok findFileFormat ( const char *filename, l_int32 *pformat ); +LEPT_DLL extern l_ok findFileFormatStream ( FILE *fp, l_int32 *pformat ); +LEPT_DLL extern l_ok findFileFormatBuffer ( const l_uint8 *buf, l_int32 *pformat ); +LEPT_DLL extern l_int32 fileFormatIsTiff ( FILE *fp ); +LEPT_DLL extern PIX * pixReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok pixReadHeaderMem ( const l_uint8 *data, size_t size, l_int32 *pformat, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_ok writeImageFileInfo ( const char *filename, FILE *fpout, l_int32 headeronly ); +LEPT_DLL extern l_ok ioFormatTest ( const char *filename ); +LEPT_DLL extern L_RECOG * recogCreateFromRecog ( L_RECOG *recs, l_int32 scalew, l_int32 scaleh, l_int32 linew, l_int32 threshold, l_int32 maxyshift ); +LEPT_DLL extern L_RECOG * recogCreateFromPixa ( PIXA *pixa, l_int32 scalew, l_int32 scaleh, l_int32 linew, l_int32 threshold, l_int32 maxyshift ); +LEPT_DLL extern L_RECOG * recogCreateFromPixaNoFinish ( PIXA *pixa, l_int32 scalew, l_int32 scaleh, l_int32 linew, l_int32 threshold, l_int32 maxyshift ); +LEPT_DLL extern L_RECOG * recogCreate ( l_int32 scalew, l_int32 scaleh, l_int32 linew, l_int32 threshold, l_int32 maxyshift ); +LEPT_DLL extern void recogDestroy ( L_RECOG **precog ); +LEPT_DLL extern l_int32 recogGetCount ( L_RECOG *recog ); +LEPT_DLL extern l_ok recogSetParams ( L_RECOG *recog, l_int32 type, l_int32 min_nopad, l_float32 max_wh_ratio, l_float32 max_ht_ratio ); +LEPT_DLL extern l_int32 recogGetClassIndex ( L_RECOG *recog, l_int32 val, char *text, l_int32 *pindex ); +LEPT_DLL extern l_ok recogStringToIndex ( L_RECOG *recog, char *text, l_int32 *pindex ); +LEPT_DLL extern l_int32 recogGetClassString ( L_RECOG *recog, l_int32 index, char **pcharstr ); +LEPT_DLL extern l_ok l_convertCharstrToInt ( const char *str, l_int32 *pval ); +LEPT_DLL extern L_RECOG * recogRead ( const char *filename ); +LEPT_DLL extern L_RECOG * recogReadStream ( FILE *fp ); +LEPT_DLL extern L_RECOG * recogReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok recogWrite ( const char *filename, L_RECOG *recog ); +LEPT_DLL extern l_ok recogWriteStream ( FILE *fp, L_RECOG *recog ); +LEPT_DLL extern l_ok recogWriteMem ( l_uint8 **pdata, size_t *psize, L_RECOG *recog ); +LEPT_DLL extern PIXA * recogExtractPixa ( L_RECOG *recog ); +LEPT_DLL extern BOXA * recogDecode ( L_RECOG *recog, PIX *pixs, l_int32 nlevels, PIX **ppixdb ); +LEPT_DLL extern l_ok recogCreateDid ( L_RECOG *recog, PIX *pixs ); +LEPT_DLL extern l_ok recogDestroyDid ( L_RECOG *recog ); +LEPT_DLL extern l_int32 recogDidExists ( L_RECOG *recog ); +LEPT_DLL extern L_RDID * recogGetDid ( L_RECOG *recog ); +LEPT_DLL extern l_ok recogSetChannelParams ( L_RECOG *recog, l_int32 nlevels ); +LEPT_DLL extern l_ok recogIdentifyMultiple ( L_RECOG *recog, PIX *pixs, l_int32 minh, l_int32 skipsplit, BOXA **pboxa, PIXA **ppixa, PIX **ppixdb, l_int32 debugsplit ); +LEPT_DLL extern l_ok recogSplitIntoCharacters ( L_RECOG *recog, PIX *pixs, l_int32 minh, l_int32 skipsplit, BOXA **pboxa, PIXA **ppixa, l_int32 debug ); +LEPT_DLL extern l_ok recogCorrelationBestRow ( L_RECOG *recog, PIX *pixs, BOXA **pboxa, NUMA **pnascore, NUMA **pnaindex, SARRAY **psachar, l_int32 debug ); +LEPT_DLL extern l_ok recogCorrelationBestChar ( L_RECOG *recog, PIX *pixs, BOX **pbox, l_float32 *pscore, l_int32 *pindex, char **pcharstr, PIX **ppixdb ); +LEPT_DLL extern l_ok recogIdentifyPixa ( L_RECOG *recog, PIXA *pixa, PIX **ppixdb ); +LEPT_DLL extern l_ok recogIdentifyPix ( L_RECOG *recog, PIX *pixs, PIX **ppixdb ); +LEPT_DLL extern l_ok recogSkipIdentify ( L_RECOG *recog ); +LEPT_DLL extern void rchaDestroy ( L_RCHA **prcha ); +LEPT_DLL extern void rchDestroy ( L_RCH **prch ); +LEPT_DLL extern l_ok rchaExtract ( L_RCHA *rcha, NUMA **pnaindex, NUMA **pnascore, SARRAY **psatext, NUMA **pnasample, NUMA **pnaxloc, NUMA **pnayloc, NUMA **pnawidth ); +LEPT_DLL extern l_ok rchExtract ( L_RCH *rch, l_int32 *pindex, l_float32 *pscore, char **ptext, l_int32 *psample, l_int32 *pxloc, l_int32 *pyloc, l_int32 *pwidth ); +LEPT_DLL extern PIX * recogProcessToIdentify ( L_RECOG *recog, PIX *pixs, l_int32 pad ); +LEPT_DLL extern SARRAY * recogExtractNumbers ( L_RECOG *recog, BOXA *boxas, l_float32 scorethresh, l_int32 spacethresh, BOXAA **pbaa, NUMAA **pnaa ); +LEPT_DLL extern PIXA * showExtractNumbers ( PIX *pixs, SARRAY *sa, BOXAA *baa, NUMAA *naa, PIX **ppixdb ); +LEPT_DLL extern l_ok recogTrainLabeled ( L_RECOG *recog, PIX *pixs, BOX *box, char *text, l_int32 debug ); +LEPT_DLL extern l_ok recogProcessLabeled ( L_RECOG *recog, PIX *pixs, BOX *box, char *text, PIX **ppix ); +LEPT_DLL extern l_ok recogAddSample ( L_RECOG *recog, PIX *pix, l_int32 debug ); +LEPT_DLL extern PIX * recogModifyTemplate ( L_RECOG *recog, PIX *pixs ); +LEPT_DLL extern l_int32 recogAverageSamples ( L_RECOG **precog, l_int32 debug ); +LEPT_DLL extern l_int32 pixaAccumulateSamples ( PIXA *pixa, PTA *pta, PIX **ppixd, l_float32 *px, l_float32 *py ); +LEPT_DLL extern l_ok recogTrainingFinished ( L_RECOG **precog, l_int32 modifyflag, l_int32 minsize, l_float32 minfract ); +LEPT_DLL extern PIXA * recogFilterPixaBySize ( PIXA *pixas, l_int32 setsize, l_int32 maxkeep, l_float32 max_ht_ratio, NUMA **pna ); +LEPT_DLL extern PIXAA * recogSortPixaByClass ( PIXA *pixa, l_int32 setsize ); +LEPT_DLL extern l_ok recogRemoveOutliers1 ( L_RECOG **precog, l_float32 minscore, l_int32 mintarget, l_int32 minsize, PIX **ppixsave, PIX **ppixrem ); +LEPT_DLL extern PIXA * pixaRemoveOutliers1 ( PIXA *pixas, l_float32 minscore, l_int32 mintarget, l_int32 minsize, PIX **ppixsave, PIX **ppixrem ); +LEPT_DLL extern l_ok recogRemoveOutliers2 ( L_RECOG **precog, l_float32 minscore, l_int32 minsize, PIX **ppixsave, PIX **ppixrem ); +LEPT_DLL extern PIXA * pixaRemoveOutliers2 ( PIXA *pixas, l_float32 minscore, l_int32 minsize, PIX **ppixsave, PIX **ppixrem ); +LEPT_DLL extern PIXA * recogTrainFromBoot ( L_RECOG *recogboot, PIXA *pixas, l_float32 minscore, l_int32 threshold, l_int32 debug ); +LEPT_DLL extern l_ok recogPadDigitTrainingSet ( L_RECOG **precog, l_int32 scaleh, l_int32 linew ); +LEPT_DLL extern l_int32 recogIsPaddingNeeded ( L_RECOG *recog, SARRAY **psa ); +LEPT_DLL extern PIXA * recogAddDigitPadTemplates ( L_RECOG *recog, SARRAY *sa ); +LEPT_DLL extern L_RECOG * recogMakeBootDigitRecog ( l_int32 nsamp, l_int32 scaleh, l_int32 linew, l_int32 maxyshift, l_int32 debug ); +LEPT_DLL extern PIXA * recogMakeBootDigitTemplates ( l_int32 nsamp, l_int32 debug ); +LEPT_DLL extern l_ok recogShowContent ( FILE *fp, L_RECOG *recog, l_int32 index, l_int32 display ); +LEPT_DLL extern l_ok recogDebugAverages ( L_RECOG **precog, l_int32 debug ); +LEPT_DLL extern l_int32 recogShowAverageTemplates ( L_RECOG *recog ); +LEPT_DLL extern l_ok recogShowMatchesInRange ( L_RECOG *recog, PIXA *pixa, l_float32 minscore, l_float32 maxscore, l_int32 display ); +LEPT_DLL extern PIX * recogShowMatch ( L_RECOG *recog, PIX *pix1, PIX *pix2, BOX *box, l_int32 index, l_float32 score ); +LEPT_DLL extern l_ok regTestSetup ( l_int32 argc, char **argv, L_REGPARAMS **prp ); +LEPT_DLL extern l_ok regTestCleanup ( L_REGPARAMS *rp ); +LEPT_DLL extern l_ok regTestCompareValues ( L_REGPARAMS *rp, l_float32 val1, l_float32 val2, l_float32 delta ); +LEPT_DLL extern l_ok regTestCompareStrings ( L_REGPARAMS *rp, l_uint8 *string1, size_t bytes1, l_uint8 *string2, size_t bytes2 ); +LEPT_DLL extern l_ok regTestComparePix ( L_REGPARAMS *rp, PIX *pix1, PIX *pix2 ); +LEPT_DLL extern l_ok regTestCompareSimilarPix ( L_REGPARAMS *rp, PIX *pix1, PIX *pix2, l_int32 mindiff, l_float32 maxfract, l_int32 printstats ); +LEPT_DLL extern l_ok regTestCheckFile ( L_REGPARAMS *rp, const char *localname ); +LEPT_DLL extern l_ok regTestCompareFiles ( L_REGPARAMS *rp, l_int32 index1, l_int32 index2 ); +LEPT_DLL extern l_ok regTestWritePixAndCheck ( L_REGPARAMS *rp, PIX *pix, l_int32 format ); +LEPT_DLL extern l_ok regTestWriteDataAndCheck ( L_REGPARAMS *rp, void *data, size_t nbytes, const char *ext ); +LEPT_DLL extern char * regTestGenLocalFilename ( L_REGPARAMS *rp, l_int32 index, l_int32 format ); +LEPT_DLL extern l_ok pixRasterop ( PIX *pixd, l_int32 dx, l_int32 dy, l_int32 dw, l_int32 dh, l_int32 op, PIX *pixs, l_int32 sx, l_int32 sy ); +LEPT_DLL extern l_ok pixRasteropVip ( PIX *pixd, l_int32 bx, l_int32 bw, l_int32 vshift, l_int32 incolor ); +LEPT_DLL extern l_ok pixRasteropHip ( PIX *pixd, l_int32 by, l_int32 bh, l_int32 hshift, l_int32 incolor ); +LEPT_DLL extern PIX * pixTranslate ( PIX *pixd, PIX *pixs, l_int32 hshift, l_int32 vshift, l_int32 incolor ); +LEPT_DLL extern l_ok pixRasteropIP ( PIX *pixd, l_int32 hshift, l_int32 vshift, l_int32 incolor ); +LEPT_DLL extern l_ok pixRasteropFullImage ( PIX *pixd, PIX *pixs, l_int32 op ); +LEPT_DLL extern void rasteropUniLow ( l_uint32 *datad, l_int32 dpixw, l_int32 dpixh, l_int32 depth, l_int32 dwpl, l_int32 dx, l_int32 dy, l_int32 dw, l_int32 dh, l_int32 op ); +LEPT_DLL extern void rasteropLow ( l_uint32 *datad, l_int32 dpixw, l_int32 dpixh, l_int32 depth, l_int32 dwpl, l_int32 dx, l_int32 dy, l_int32 dw, l_int32 dh, l_int32 op, l_uint32 *datas, l_int32 spixw, l_int32 spixh, l_int32 swpl, l_int32 sx, l_int32 sy ); +LEPT_DLL extern void rasteropVipLow ( l_uint32 *data, l_int32 pixw, l_int32 pixh, l_int32 depth, l_int32 wpl, l_int32 x, l_int32 w, l_int32 shift ); +LEPT_DLL extern void rasteropHipLow ( l_uint32 *data, l_int32 pixh, l_int32 depth, l_int32 wpl, l_int32 y, l_int32 h, l_int32 shift ); +LEPT_DLL extern PIX * pixRotate ( PIX *pixs, l_float32 angle, l_int32 type, l_int32 incolor, l_int32 width, l_int32 height ); +LEPT_DLL extern PIX * pixEmbedForRotation ( PIX *pixs, l_float32 angle, l_int32 incolor, l_int32 width, l_int32 height ); +LEPT_DLL extern PIX * pixRotateBySampling ( PIX *pixs, l_int32 xcen, l_int32 ycen, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixRotateBinaryNice ( PIX *pixs, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixRotateWithAlpha ( PIX *pixs, l_float32 angle, PIX *pixg, l_float32 fract ); +LEPT_DLL extern PIX * pixRotateAM ( PIX *pixs, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixRotateAMColor ( PIX *pixs, l_float32 angle, l_uint32 colorval ); +LEPT_DLL extern PIX * pixRotateAMGray ( PIX *pixs, l_float32 angle, l_uint8 grayval ); +LEPT_DLL extern PIX * pixRotateAMCorner ( PIX *pixs, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixRotateAMColorCorner ( PIX *pixs, l_float32 angle, l_uint32 fillval ); +LEPT_DLL extern PIX * pixRotateAMGrayCorner ( PIX *pixs, l_float32 angle, l_uint8 grayval ); +LEPT_DLL extern PIX * pixRotateAMColorFast ( PIX *pixs, l_float32 angle, l_uint32 colorval ); +LEPT_DLL extern PIX * pixRotateOrth ( PIX *pixs, l_int32 quads ); +LEPT_DLL extern PIX * pixRotate180 ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern PIX * pixRotate90 ( PIX *pixs, l_int32 direction ); +LEPT_DLL extern PIX * pixFlipLR ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern PIX * pixFlipTB ( PIX *pixd, PIX *pixs ); +LEPT_DLL extern PIX * pixRotateShear ( PIX *pixs, l_int32 xcen, l_int32 ycen, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixRotate2Shear ( PIX *pixs, l_int32 xcen, l_int32 ycen, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixRotate3Shear ( PIX *pixs, l_int32 xcen, l_int32 ycen, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern l_ok pixRotateShearIP ( PIX *pixs, l_int32 xcen, l_int32 ycen, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixRotateShearCenter ( PIX *pixs, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern l_ok pixRotateShearCenterIP ( PIX *pixs, l_float32 angle, l_int32 incolor ); +LEPT_DLL extern PIX * pixStrokeWidthTransform ( PIX *pixs, l_int32 color, l_int32 depth, l_int32 nangles ); +LEPT_DLL extern PIX * pixRunlengthTransform ( PIX *pixs, l_int32 color, l_int32 direction, l_int32 depth ); +LEPT_DLL extern l_ok pixFindHorizontalRuns ( PIX *pix, l_int32 y, l_int32 *xstart, l_int32 *xend, l_int32 *pn ); +LEPT_DLL extern l_ok pixFindVerticalRuns ( PIX *pix, l_int32 x, l_int32 *ystart, l_int32 *yend, l_int32 *pn ); +LEPT_DLL extern NUMA * pixFindMaxRuns ( PIX *pix, l_int32 direction, NUMA **pnastart ); +LEPT_DLL extern l_ok pixFindMaxHorizontalRunOnLine ( PIX *pix, l_int32 y, l_int32 *pxstart, l_int32 *psize ); +LEPT_DLL extern l_ok pixFindMaxVerticalRunOnLine ( PIX *pix, l_int32 x, l_int32 *pystart, l_int32 *psize ); +LEPT_DLL extern l_ok runlengthMembershipOnLine ( l_int32 *buffer, l_int32 size, l_int32 depth, l_int32 *start, l_int32 *end, l_int32 n ); +LEPT_DLL extern l_int32 * makeMSBitLocTab ( l_int32 bitval ); +LEPT_DLL extern SARRAY * sarrayCreate ( l_int32 n ); +LEPT_DLL extern SARRAY * sarrayCreateInitialized ( l_int32 n, const char *initstr ); +LEPT_DLL extern SARRAY * sarrayCreateWordsFromString ( const char *string ); +LEPT_DLL extern SARRAY * sarrayCreateLinesFromString ( const char *string, l_int32 blankflag ); +LEPT_DLL extern void sarrayDestroy ( SARRAY **psa ); +LEPT_DLL extern SARRAY * sarrayCopy ( SARRAY *sa ); +LEPT_DLL extern SARRAY * sarrayClone ( SARRAY *sa ); +LEPT_DLL extern l_ok sarrayAddString ( SARRAY *sa, const char *string, l_int32 copyflag ); +LEPT_DLL extern char * sarrayRemoveString ( SARRAY *sa, l_int32 index ); +LEPT_DLL extern l_ok sarrayReplaceString ( SARRAY *sa, l_int32 index, char *newstr, l_int32 copyflag ); +LEPT_DLL extern l_ok sarrayClear ( SARRAY *sa ); +LEPT_DLL extern l_int32 sarrayGetCount ( SARRAY *sa ); +LEPT_DLL extern char ** sarrayGetArray ( SARRAY *sa, l_int32 *pnalloc, l_int32 *pn ); +LEPT_DLL extern char * sarrayGetString ( SARRAY *sa, l_int32 index, l_int32 copyflag ); +LEPT_DLL extern l_int32 sarrayGetRefcount ( SARRAY *sa ); +LEPT_DLL extern l_ok sarrayChangeRefcount ( SARRAY *sa, l_int32 delta ); +LEPT_DLL extern char * sarrayToString ( SARRAY *sa, l_int32 addnlflag ); +LEPT_DLL extern char * sarrayToStringRange ( SARRAY *sa, l_int32 first, l_int32 nstrings, l_int32 addnlflag ); +LEPT_DLL extern l_ok sarrayJoin ( SARRAY *sa1, SARRAY *sa2 ); +LEPT_DLL extern l_ok sarrayAppendRange ( SARRAY *sa1, SARRAY *sa2, l_int32 start, l_int32 end ); +LEPT_DLL extern l_ok sarrayPadToSameSize ( SARRAY *sa1, SARRAY *sa2, const char *padstring ); +LEPT_DLL extern SARRAY * sarrayConvertWordsToLines ( SARRAY *sa, l_int32 linesize ); +LEPT_DLL extern l_int32 sarraySplitString ( SARRAY *sa, const char *str, const char *separators ); +LEPT_DLL extern SARRAY * sarraySelectBySubstring ( SARRAY *sain, const char *substr ); +LEPT_DLL extern SARRAY * sarraySelectByRange ( SARRAY *sain, l_int32 first, l_int32 last ); +LEPT_DLL extern l_int32 sarrayParseRange ( SARRAY *sa, l_int32 start, l_int32 *pactualstart, l_int32 *pend, l_int32 *pnewstart, const char *substr, l_int32 loc ); +LEPT_DLL extern SARRAY * sarrayRead ( const char *filename ); +LEPT_DLL extern SARRAY * sarrayReadStream ( FILE *fp ); +LEPT_DLL extern SARRAY * sarrayReadMem ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok sarrayWrite ( const char *filename, SARRAY *sa ); +LEPT_DLL extern l_ok sarrayWriteStream ( FILE *fp, SARRAY *sa ); +LEPT_DLL extern l_ok sarrayWriteMem ( l_uint8 **pdata, size_t *psize, SARRAY *sa ); +LEPT_DLL extern l_ok sarrayAppend ( const char *filename, SARRAY *sa ); +LEPT_DLL extern SARRAY * getNumberedPathnamesInDirectory ( const char *dirname, const char *substr, l_int32 numpre, l_int32 numpost, l_int32 maxnum ); +LEPT_DLL extern SARRAY * getSortedPathnamesInDirectory ( const char *dirname, const char *substr, l_int32 first, l_int32 nfiles ); +LEPT_DLL extern SARRAY * convertSortedToNumberedPathnames ( SARRAY *sa, l_int32 numpre, l_int32 numpost, l_int32 maxnum ); +LEPT_DLL extern SARRAY * getFilenamesInDirectory ( const char *dirname ); +LEPT_DLL extern SARRAY * sarraySort ( SARRAY *saout, SARRAY *sain, l_int32 sortorder ); +LEPT_DLL extern SARRAY * sarraySortByIndex ( SARRAY *sain, NUMA *naindex ); +LEPT_DLL extern l_int32 stringCompareLexical ( const char *str1, const char *str2 ); +LEPT_DLL extern SARRAY * sarrayUnionByAset ( SARRAY *sa1, SARRAY *sa2 ); +LEPT_DLL extern SARRAY * sarrayRemoveDupsByAset ( SARRAY *sas ); +LEPT_DLL extern SARRAY * sarrayIntersectionByAset ( SARRAY *sa1, SARRAY *sa2 ); +LEPT_DLL extern L_ASET * l_asetCreateFromSarray ( SARRAY *sa ); +LEPT_DLL extern l_ok sarrayRemoveDupsByHash ( SARRAY *sas, SARRAY **psad, L_DNAHASH **pdahash ); +LEPT_DLL extern SARRAY * sarrayIntersectionByHash ( SARRAY *sa1, SARRAY *sa2 ); +LEPT_DLL extern l_ok sarrayFindStringByHash ( SARRAY *sa, L_DNAHASH *dahash, const char *str, l_int32 *pindex ); +LEPT_DLL extern L_DNAHASH * l_dnaHashCreateFromSarray ( SARRAY *sa ); +LEPT_DLL extern SARRAY * sarrayGenerateIntegers ( l_int32 n ); +LEPT_DLL extern l_ok sarrayLookupCSKV ( SARRAY *sa, const char *keystring, char **pvalstring ); +LEPT_DLL extern PIX * pixScale ( PIX *pixs, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleToSizeRel ( PIX *pixs, l_int32 delw, l_int32 delh ); +LEPT_DLL extern PIX * pixScaleToSize ( PIX *pixs, l_int32 wd, l_int32 hd ); +LEPT_DLL extern PIX * pixScaleToResolution ( PIX *pixs, l_float32 target, l_float32 assumed, l_float32 *pscalefact ); +LEPT_DLL extern PIX * pixScaleGeneral ( PIX *pixs, l_float32 scalex, l_float32 scaley, l_float32 sharpfract, l_int32 sharpwidth ); +LEPT_DLL extern PIX * pixScaleLI ( PIX *pixs, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleColorLI ( PIX *pixs, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleColor2xLI ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleColor4xLI ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleGrayLI ( PIX *pixs, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleGray2xLI ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleGray4xLI ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleGray2xLIThresh ( PIX *pixs, l_int32 thresh ); +LEPT_DLL extern PIX * pixScaleGray2xLIDither ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleGray4xLIThresh ( PIX *pixs, l_int32 thresh ); +LEPT_DLL extern PIX * pixScaleGray4xLIDither ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleBySampling ( PIX *pixs, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleBySamplingToSize ( PIX *pixs, l_int32 wd, l_int32 hd ); +LEPT_DLL extern PIX * pixScaleByIntSampling ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern PIX * pixScaleRGBToGrayFast ( PIX *pixs, l_int32 factor, l_int32 color ); +LEPT_DLL extern PIX * pixScaleRGBToBinaryFast ( PIX *pixs, l_int32 factor, l_int32 thresh ); +LEPT_DLL extern PIX * pixScaleGrayToBinaryFast ( PIX *pixs, l_int32 factor, l_int32 thresh ); +LEPT_DLL extern PIX * pixScaleSmooth ( PIX *pix, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleSmoothToSize ( PIX *pixs, l_int32 wd, l_int32 hd ); +LEPT_DLL extern PIX * pixScaleRGBToGray2 ( PIX *pixs, l_float32 rwt, l_float32 gwt, l_float32 bwt ); +LEPT_DLL extern PIX * pixScaleAreaMap ( PIX *pix, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleAreaMap2 ( PIX *pix ); +LEPT_DLL extern PIX * pixScaleAreaMapToSize ( PIX *pixs, l_int32 wd, l_int32 hd ); +LEPT_DLL extern PIX * pixScaleBinary ( PIX *pixs, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleToGray ( PIX *pixs, l_float32 scalefactor ); +LEPT_DLL extern PIX * pixScaleToGrayFast ( PIX *pixs, l_float32 scalefactor ); +LEPT_DLL extern PIX * pixScaleToGray2 ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleToGray3 ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleToGray4 ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleToGray6 ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleToGray8 ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleToGray16 ( PIX *pixs ); +LEPT_DLL extern PIX * pixScaleToGrayMipmap ( PIX *pixs, l_float32 scalefactor ); +LEPT_DLL extern PIX * pixScaleMipmap ( PIX *pixs1, PIX *pixs2, l_float32 scale ); +LEPT_DLL extern PIX * pixExpandReplicate ( PIX *pixs, l_int32 factor ); +LEPT_DLL extern PIX * pixScaleGrayMinMax ( PIX *pixs, l_int32 xfact, l_int32 yfact, l_int32 type ); +LEPT_DLL extern PIX * pixScaleGrayMinMax2 ( PIX *pixs, l_int32 type ); +LEPT_DLL extern PIX * pixScaleGrayRankCascade ( PIX *pixs, l_int32 level1, l_int32 level2, l_int32 level3, l_int32 level4 ); +LEPT_DLL extern PIX * pixScaleGrayRank2 ( PIX *pixs, l_int32 rank ); +LEPT_DLL extern l_ok pixScaleAndTransferAlpha ( PIX *pixd, PIX *pixs, l_float32 scalex, l_float32 scaley ); +LEPT_DLL extern PIX * pixScaleWithAlpha ( PIX *pixs, l_float32 scalex, l_float32 scaley, PIX *pixg, l_float32 fract ); +LEPT_DLL extern PIX * pixSeedfillBinary ( PIX *pixd, PIX *pixs, PIX *pixm, l_int32 connectivity ); +LEPT_DLL extern PIX * pixSeedfillBinaryRestricted ( PIX *pixd, PIX *pixs, PIX *pixm, l_int32 connectivity, l_int32 xmax, l_int32 ymax ); +LEPT_DLL extern PIX * pixHolesByFilling ( PIX *pixs, l_int32 connectivity ); +LEPT_DLL extern PIX * pixFillClosedBorders ( PIX *pixs, l_int32 connectivity ); +LEPT_DLL extern PIX * pixExtractBorderConnComps ( PIX *pixs, l_int32 connectivity ); +LEPT_DLL extern PIX * pixRemoveBorderConnComps ( PIX *pixs, l_int32 connectivity ); +LEPT_DLL extern PIX * pixFillBgFromBorder ( PIX *pixs, l_int32 connectivity ); +LEPT_DLL extern PIX * pixFillHolesToBoundingRect ( PIX *pixs, l_int32 minsize, l_float32 maxhfract, l_float32 minfgfract ); +LEPT_DLL extern l_ok pixSeedfillGray ( PIX *pixs, PIX *pixm, l_int32 connectivity ); +LEPT_DLL extern l_ok pixSeedfillGrayInv ( PIX *pixs, PIX *pixm, l_int32 connectivity ); +LEPT_DLL extern l_ok pixSeedfillGraySimple ( PIX *pixs, PIX *pixm, l_int32 connectivity ); +LEPT_DLL extern l_ok pixSeedfillGrayInvSimple ( PIX *pixs, PIX *pixm, l_int32 connectivity ); +LEPT_DLL extern PIX * pixSeedfillGrayBasin ( PIX *pixb, PIX *pixm, l_int32 delta, l_int32 connectivity ); +LEPT_DLL extern PIX * pixDistanceFunction ( PIX *pixs, l_int32 connectivity, l_int32 outdepth, l_int32 boundcond ); +LEPT_DLL extern PIX * pixSeedspread ( PIX *pixs, l_int32 connectivity ); +LEPT_DLL extern l_ok pixLocalExtrema ( PIX *pixs, l_int32 maxmin, l_int32 minmax, PIX **ppixmin, PIX **ppixmax ); +LEPT_DLL extern l_ok pixSelectedLocalExtrema ( PIX *pixs, l_int32 mindist, PIX **ppixmin, PIX **ppixmax ); +LEPT_DLL extern PIX * pixFindEqualValues ( PIX *pixs1, PIX *pixs2 ); +LEPT_DLL extern l_ok pixSelectMinInConnComp ( PIX *pixs, PIX *pixm, PTA **ppta, NUMA **pnav ); +LEPT_DLL extern PIX * pixRemoveSeededComponents ( PIX *pixd, PIX *pixs, PIX *pixm, l_int32 connectivity, l_int32 bordersize ); +LEPT_DLL extern SELA * selaCreate ( l_int32 n ); +LEPT_DLL extern void selaDestroy ( SELA **psela ); +LEPT_DLL extern SEL * selCreate ( l_int32 height, l_int32 width, const char *name ); +LEPT_DLL extern void selDestroy ( SEL **psel ); +LEPT_DLL extern SEL * selCopy ( SEL *sel ); +LEPT_DLL extern SEL * selCreateBrick ( l_int32 h, l_int32 w, l_int32 cy, l_int32 cx, l_int32 type ); +LEPT_DLL extern SEL * selCreateComb ( l_int32 factor1, l_int32 factor2, l_int32 direction ); +LEPT_DLL extern l_int32 ** create2dIntArray ( l_int32 sy, l_int32 sx ); +LEPT_DLL extern l_ok selaAddSel ( SELA *sela, SEL *sel, const char *selname, l_int32 copyflag ); +LEPT_DLL extern l_int32 selaGetCount ( SELA *sela ); +LEPT_DLL extern SEL * selaGetSel ( SELA *sela, l_int32 i ); +LEPT_DLL extern char * selGetName ( SEL *sel ); +LEPT_DLL extern l_ok selSetName ( SEL *sel, const char *name ); +LEPT_DLL extern l_ok selaFindSelByName ( SELA *sela, const char *name, l_int32 *pindex, SEL **psel ); +LEPT_DLL extern l_ok selGetElement ( SEL *sel, l_int32 row, l_int32 col, l_int32 *ptype ); +LEPT_DLL extern l_ok selSetElement ( SEL *sel, l_int32 row, l_int32 col, l_int32 type ); +LEPT_DLL extern l_ok selGetParameters ( SEL *sel, l_int32 *psy, l_int32 *psx, l_int32 *pcy, l_int32 *pcx ); +LEPT_DLL extern l_ok selSetOrigin ( SEL *sel, l_int32 cy, l_int32 cx ); +LEPT_DLL extern l_ok selGetTypeAtOrigin ( SEL *sel, l_int32 *ptype ); +LEPT_DLL extern char * selaGetBrickName ( SELA *sela, l_int32 hsize, l_int32 vsize ); +LEPT_DLL extern char * selaGetCombName ( SELA *sela, l_int32 size, l_int32 direction ); +LEPT_DLL extern l_ok getCompositeParameters ( l_int32 size, l_int32 *psize1, l_int32 *psize2, char **pnameh1, char **pnameh2, char **pnamev1, char **pnamev2 ); +LEPT_DLL extern SARRAY * selaGetSelnames ( SELA *sela ); +LEPT_DLL extern l_ok selFindMaxTranslations ( SEL *sel, l_int32 *pxp, l_int32 *pyp, l_int32 *pxn, l_int32 *pyn ); +LEPT_DLL extern SEL * selRotateOrth ( SEL *sel, l_int32 quads ); +LEPT_DLL extern SELA * selaRead ( const char *fname ); +LEPT_DLL extern SELA * selaReadStream ( FILE *fp ); +LEPT_DLL extern SEL * selRead ( const char *fname ); +LEPT_DLL extern SEL * selReadStream ( FILE *fp ); +LEPT_DLL extern l_ok selaWrite ( const char *fname, SELA *sela ); +LEPT_DLL extern l_ok selaWriteStream ( FILE *fp, SELA *sela ); +LEPT_DLL extern l_ok selWrite ( const char *fname, SEL *sel ); +LEPT_DLL extern l_ok selWriteStream ( FILE *fp, SEL *sel ); +LEPT_DLL extern SEL * selCreateFromString ( const char *text, l_int32 h, l_int32 w, const char *name ); +LEPT_DLL extern char * selPrintToString ( SEL *sel ); +LEPT_DLL extern SELA * selaCreateFromFile ( const char *filename ); +LEPT_DLL extern SEL * selCreateFromPta ( PTA *pta, l_int32 cy, l_int32 cx, const char *name ); +LEPT_DLL extern SEL * selCreateFromPix ( PIX *pix, l_int32 cy, l_int32 cx, const char *name ); +LEPT_DLL extern SEL * selReadFromColorImage ( const char *pathname ); +LEPT_DLL extern SEL * selCreateFromColorPix ( PIX *pixs, const char *selname ); +LEPT_DLL extern PIX * selDisplayInPix ( SEL *sel, l_int32 size, l_int32 gthick ); +LEPT_DLL extern PIX * selaDisplayInPix ( SELA *sela, l_int32 size, l_int32 gthick, l_int32 spacing, l_int32 ncols ); +LEPT_DLL extern SELA * selaAddBasic ( SELA *sela ); +LEPT_DLL extern SELA * selaAddHitMiss ( SELA *sela ); +LEPT_DLL extern SELA * selaAddDwaLinear ( SELA *sela ); +LEPT_DLL extern SELA * selaAddDwaCombs ( SELA *sela ); +LEPT_DLL extern SELA * selaAddCrossJunctions ( SELA *sela, l_float32 hlsize, l_float32 mdist, l_int32 norient, l_int32 debugflag ); +LEPT_DLL extern SELA * selaAddTJunctions ( SELA *sela, l_float32 hlsize, l_float32 mdist, l_int32 norient, l_int32 debugflag ); +LEPT_DLL extern SELA * sela4ccThin ( SELA *sela ); +LEPT_DLL extern SELA * sela8ccThin ( SELA *sela ); +LEPT_DLL extern SELA * sela4and8ccThin ( SELA *sela ); +LEPT_DLL extern SEL * pixGenerateSelWithRuns ( PIX *pixs, l_int32 nhlines, l_int32 nvlines, l_int32 distance, l_int32 minlength, l_int32 toppix, l_int32 botpix, l_int32 leftpix, l_int32 rightpix, PIX **ppixe ); +LEPT_DLL extern SEL * pixGenerateSelRandom ( PIX *pixs, l_float32 hitfract, l_float32 missfract, l_int32 distance, l_int32 toppix, l_int32 botpix, l_int32 leftpix, l_int32 rightpix, PIX **ppixe ); +LEPT_DLL extern SEL * pixGenerateSelBoundary ( PIX *pixs, l_int32 hitdist, l_int32 missdist, l_int32 hitskip, l_int32 missskip, l_int32 topflag, l_int32 botflag, l_int32 leftflag, l_int32 rightflag, PIX **ppixe ); +LEPT_DLL extern NUMA * pixGetRunCentersOnLine ( PIX *pixs, l_int32 x, l_int32 y, l_int32 minlength ); +LEPT_DLL extern NUMA * pixGetRunsOnLine ( PIX *pixs, l_int32 x1, l_int32 y1, l_int32 x2, l_int32 y2 ); +LEPT_DLL extern PTA * pixSubsampleBoundaryPixels ( PIX *pixs, l_int32 skip ); +LEPT_DLL extern l_int32 adjacentOnPixelInRaster ( PIX *pixs, l_int32 x, l_int32 y, l_int32 *pxa, l_int32 *pya ); +LEPT_DLL extern PIX * pixDisplayHitMissSel ( PIX *pixs, SEL *sel, l_int32 scalefactor, l_uint32 hitcolor, l_uint32 misscolor ); +LEPT_DLL extern PIX * pixHShear ( PIX *pixd, PIX *pixs, l_int32 yloc, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixVShear ( PIX *pixd, PIX *pixs, l_int32 xloc, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixHShearCorner ( PIX *pixd, PIX *pixs, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixVShearCorner ( PIX *pixd, PIX *pixs, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixHShearCenter ( PIX *pixd, PIX *pixs, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixVShearCenter ( PIX *pixd, PIX *pixs, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern l_ok pixHShearIP ( PIX *pixs, l_int32 yloc, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern l_ok pixVShearIP ( PIX *pixs, l_int32 xloc, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixHShearLI ( PIX *pixs, l_int32 yloc, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixVShearLI ( PIX *pixs, l_int32 xloc, l_float32 radang, l_int32 incolor ); +LEPT_DLL extern PIX * pixDeskewBoth ( PIX *pixs, l_int32 redsearch ); +LEPT_DLL extern PIX * pixDeskew ( PIX *pixs, l_int32 redsearch ); +LEPT_DLL extern PIX * pixFindSkewAndDeskew ( PIX *pixs, l_int32 redsearch, l_float32 *pangle, l_float32 *pconf ); +LEPT_DLL extern PIX * pixDeskewGeneral ( PIX *pixs, l_int32 redsweep, l_float32 sweeprange, l_float32 sweepdelta, l_int32 redsearch, l_int32 thresh, l_float32 *pangle, l_float32 *pconf ); +LEPT_DLL extern l_ok pixFindSkew ( PIX *pixs, l_float32 *pangle, l_float32 *pconf ); +LEPT_DLL extern l_ok pixFindSkewSweep ( PIX *pixs, l_float32 *pangle, l_int32 reduction, l_float32 sweeprange, l_float32 sweepdelta ); +LEPT_DLL extern l_ok pixFindSkewSweepAndSearch ( PIX *pixs, l_float32 *pangle, l_float32 *pconf, l_int32 redsweep, l_int32 redsearch, l_float32 sweeprange, l_float32 sweepdelta, l_float32 minbsdelta ); +LEPT_DLL extern l_ok pixFindSkewSweepAndSearchScore ( PIX *pixs, l_float32 *pangle, l_float32 *pconf, l_float32 *pendscore, l_int32 redsweep, l_int32 redsearch, l_float32 sweepcenter, l_float32 sweeprange, l_float32 sweepdelta, l_float32 minbsdelta ); +LEPT_DLL extern l_ok pixFindSkewSweepAndSearchScorePivot ( PIX *pixs, l_float32 *pangle, l_float32 *pconf, l_float32 *pendscore, l_int32 redsweep, l_int32 redsearch, l_float32 sweepcenter, l_float32 sweeprange, l_float32 sweepdelta, l_float32 minbsdelta, l_int32 pivot ); +LEPT_DLL extern l_int32 pixFindSkewOrthogonalRange ( PIX *pixs, l_float32 *pangle, l_float32 *pconf, l_int32 redsweep, l_int32 redsearch, l_float32 sweeprange, l_float32 sweepdelta, l_float32 minbsdelta, l_float32 confprior ); +LEPT_DLL extern l_ok pixFindDifferentialSquareSum ( PIX *pixs, l_float32 *psum ); +LEPT_DLL extern l_ok pixFindNormalizedSquareSum ( PIX *pixs, l_float32 *phratio, l_float32 *pvratio, l_float32 *pfract ); +LEPT_DLL extern PIX * pixReadStreamSpix ( FILE *fp ); +LEPT_DLL extern l_ok readHeaderSpix ( const char *filename, l_int32 *pwidth, l_int32 *pheight, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_ok freadHeaderSpix ( FILE *fp, l_int32 *pwidth, l_int32 *pheight, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_ok sreadHeaderSpix ( const l_uint32 *data, l_int32 *pwidth, l_int32 *pheight, l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap ); +LEPT_DLL extern l_ok pixWriteStreamSpix ( FILE *fp, PIX *pix ); +LEPT_DLL extern PIX * pixReadMemSpix ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok pixWriteMemSpix ( l_uint8 **pdata, size_t *psize, PIX *pix ); +LEPT_DLL extern l_ok pixSerializeToMemory ( PIX *pixs, l_uint32 **pdata, size_t *pnbytes ); +LEPT_DLL extern PIX * pixDeserializeFromMemory ( const l_uint32 *data, size_t nbytes ); +LEPT_DLL extern L_STACK * lstackCreate ( l_int32 n ); +LEPT_DLL extern void lstackDestroy ( L_STACK **plstack, l_int32 freeflag ); +LEPT_DLL extern l_ok lstackAdd ( L_STACK *lstack, void *item ); +LEPT_DLL extern void * lstackRemove ( L_STACK *lstack ); +LEPT_DLL extern l_int32 lstackGetCount ( L_STACK *lstack ); +LEPT_DLL extern l_ok lstackPrint ( FILE *fp, L_STACK *lstack ); +LEPT_DLL extern L_STRCODE * strcodeCreate ( l_int32 fileno ); +LEPT_DLL extern l_ok strcodeCreateFromFile ( const char *filein, l_int32 fileno, const char *outdir ); +LEPT_DLL extern l_ok strcodeGenerate ( L_STRCODE *strcode, const char *filein, const char *type ); +LEPT_DLL extern l_int32 strcodeFinalize ( L_STRCODE **pstrcode, const char *outdir ); +LEPT_DLL extern l_int32 l_getStructStrFromFile ( const char *filename, l_int32 field, char **pstr ); +LEPT_DLL extern l_ok pixFindStrokeLength ( PIX *pixs, l_int32 *tab8, l_int32 *plength ); +LEPT_DLL extern l_ok pixFindStrokeWidth ( PIX *pixs, l_float32 thresh, l_int32 *tab8, l_float32 *pwidth, NUMA **pnahisto ); +LEPT_DLL extern NUMA * pixaFindStrokeWidth ( PIXA *pixa, l_float32 thresh, l_int32 *tab8, l_int32 debug ); +LEPT_DLL extern PIXA * pixaModifyStrokeWidth ( PIXA *pixas, l_float32 targetw ); +LEPT_DLL extern PIX * pixModifyStrokeWidth ( PIX *pixs, l_float32 width, l_float32 targetw ); +LEPT_DLL extern PIXA * pixaSetStrokeWidth ( PIXA *pixas, l_int32 width, l_int32 thinfirst, l_int32 connectivity ); +LEPT_DLL extern PIX * pixSetStrokeWidth ( PIX *pixs, l_int32 width, l_int32 thinfirst, l_int32 connectivity ); +LEPT_DLL extern l_int32 * sudokuReadFile ( const char *filename ); +LEPT_DLL extern l_int32 * sudokuReadString ( const char *str ); +LEPT_DLL extern L_SUDOKU * sudokuCreate ( l_int32 *array ); +LEPT_DLL extern void sudokuDestroy ( L_SUDOKU **psud ); +LEPT_DLL extern l_int32 sudokuSolve ( L_SUDOKU *sud ); +LEPT_DLL extern l_ok sudokuTestUniqueness ( l_int32 *array, l_int32 *punique ); +LEPT_DLL extern L_SUDOKU * sudokuGenerate ( l_int32 *array, l_int32 seed, l_int32 minelems, l_int32 maxtries ); +LEPT_DLL extern l_int32 sudokuOutput ( L_SUDOKU *sud, l_int32 arraytype ); +LEPT_DLL extern PIX * pixAddSingleTextblock ( PIX *pixs, L_BMF *bmf, const char *textstr, l_uint32 val, l_int32 location, l_int32 *poverflow ); +LEPT_DLL extern PIX * pixAddTextlines ( PIX *pixs, L_BMF *bmf, const char *textstr, l_uint32 val, l_int32 location ); +LEPT_DLL extern l_ok pixSetTextblock ( PIX *pixs, L_BMF *bmf, const char *textstr, l_uint32 val, l_int32 x0, l_int32 y0, l_int32 wtext, l_int32 firstindent, l_int32 *poverflow ); +LEPT_DLL extern l_ok pixSetTextline ( PIX *pixs, L_BMF *bmf, const char *textstr, l_uint32 val, l_int32 x0, l_int32 y0, l_int32 *pwidth, l_int32 *poverflow ); +LEPT_DLL extern PIXA * pixaAddTextNumber ( PIXA *pixas, L_BMF *bmf, NUMA *na, l_uint32 val, l_int32 location ); +LEPT_DLL extern PIXA * pixaAddTextlines ( PIXA *pixas, L_BMF *bmf, SARRAY *sa, l_uint32 val, l_int32 location ); +LEPT_DLL extern l_ok pixaAddPixWithText ( PIXA *pixa, PIX *pixs, l_int32 reduction, L_BMF *bmf, const char *textstr, l_uint32 val, l_int32 location ); +LEPT_DLL extern SARRAY * bmfGetLineStrings ( L_BMF *bmf, const char *textstr, l_int32 maxw, l_int32 firstindent, l_int32 *ph ); +LEPT_DLL extern NUMA * bmfGetWordWidths ( L_BMF *bmf, const char *textstr, SARRAY *sa ); +LEPT_DLL extern l_ok bmfGetStringWidth ( L_BMF *bmf, const char *textstr, l_int32 *pw ); +LEPT_DLL extern SARRAY * splitStringToParagraphs ( char *textstr, l_int32 splitflag ); +LEPT_DLL extern PIX * pixReadTiff ( const char *filename, l_int32 n ); +LEPT_DLL extern PIX * pixReadStreamTiff ( FILE *fp, l_int32 n ); +LEPT_DLL extern l_ok pixWriteTiff ( const char *filename, PIX *pix, l_int32 comptype, const char *modestr ); +LEPT_DLL extern l_ok pixWriteTiffCustom ( const char *filename, PIX *pix, l_int32 comptype, const char *modestr, NUMA *natags, SARRAY *savals, SARRAY *satypes, NUMA *nasizes ); +LEPT_DLL extern l_ok pixWriteStreamTiff ( FILE *fp, PIX *pix, l_int32 comptype ); +LEPT_DLL extern l_ok pixWriteStreamTiffWA ( FILE *fp, PIX *pix, l_int32 comptype, const char *modestr ); +LEPT_DLL extern PIX * pixReadFromMultipageTiff ( const char *fname, size_t *poffset ); +LEPT_DLL extern PIXA * pixaReadMultipageTiff ( const char *filename ); +LEPT_DLL extern l_ok pixaWriteMultipageTiff ( const char *fname, PIXA *pixa ); +LEPT_DLL extern l_ok writeMultipageTiff ( const char *dirin, const char *substr, const char *fileout ); +LEPT_DLL extern l_ok writeMultipageTiffSA ( SARRAY *sa, const char *fileout ); +LEPT_DLL extern l_ok fprintTiffInfo ( FILE *fpout, const char *tiffile ); +LEPT_DLL extern l_ok tiffGetCount ( FILE *fp, l_int32 *pn ); +LEPT_DLL extern l_ok getTiffResolution ( FILE *fp, l_int32 *pxres, l_int32 *pyres ); +LEPT_DLL extern l_ok readHeaderTiff ( const char *filename, l_int32 n, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *pres, l_int32 *pcmap, l_int32 *pformat ); +LEPT_DLL extern l_ok freadHeaderTiff ( FILE *fp, l_int32 n, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *pres, l_int32 *pcmap, l_int32 *pformat ); +LEPT_DLL extern l_ok readHeaderMemTiff ( const l_uint8 *cdata, size_t size, l_int32 n, l_int32 *pw, l_int32 *ph, l_int32 *pbps, l_int32 *pspp, l_int32 *pres, l_int32 *pcmap, l_int32 *pformat ); +LEPT_DLL extern l_ok findTiffCompression ( FILE *fp, l_int32 *pcomptype ); +LEPT_DLL extern l_ok extractG4DataFromFile ( const char *filein, l_uint8 **pdata, size_t *pnbytes, l_int32 *pw, l_int32 *ph, l_int32 *pminisblack ); +LEPT_DLL extern PIX * pixReadMemTiff ( const l_uint8 *cdata, size_t size, l_int32 n ); +LEPT_DLL extern PIX * pixReadMemFromMultipageTiff ( const l_uint8 *cdata, size_t size, size_t *poffset ); +LEPT_DLL extern PIXA * pixaReadMemMultipageTiff ( const l_uint8 *data, size_t size ); +LEPT_DLL extern l_ok pixaWriteMemMultipageTiff ( l_uint8 **pdata, size_t *psize, PIXA *pixa ); +LEPT_DLL extern l_ok pixWriteMemTiff ( l_uint8 **pdata, size_t *psize, PIX *pix, l_int32 comptype ); +LEPT_DLL extern l_ok pixWriteMemTiffCustom ( l_uint8 **pdata, size_t *psize, PIX *pix, l_int32 comptype, NUMA *natags, SARRAY *savals, SARRAY *satypes, NUMA *nasizes ); +LEPT_DLL extern l_int32 setMsgSeverity ( l_int32 newsev ); +LEPT_DLL extern l_int32 returnErrorInt ( const char *msg, const char *procname, l_int32 ival ); +LEPT_DLL extern l_float32 returnErrorFloat ( const char *msg, const char *procname, l_float32 fval ); +LEPT_DLL extern void * returnErrorPtr ( const char *msg, const char *procname, void *pval ); +LEPT_DLL extern l_ok filesAreIdentical ( const char *fname1, const char *fname2, l_int32 *psame ); +LEPT_DLL extern l_uint16 convertOnLittleEnd16 ( l_uint16 shortin ); +LEPT_DLL extern l_uint16 convertOnBigEnd16 ( l_uint16 shortin ); +LEPT_DLL extern l_uint32 convertOnLittleEnd32 ( l_uint32 wordin ); +LEPT_DLL extern l_uint32 convertOnBigEnd32 ( l_uint32 wordin ); +LEPT_DLL extern l_ok fileCorruptByDeletion ( const char *filein, l_float32 loc, l_float32 size, const char *fileout ); +LEPT_DLL extern l_ok fileCorruptByMutation ( const char *filein, l_float32 loc, l_float32 size, const char *fileout ); +LEPT_DLL extern l_ok fileReplaceBytes ( const char *filein, l_int32 start, l_int32 nbytes, l_uint8 *newdata, size_t newsize, const char *fileout ); +LEPT_DLL extern l_ok genRandomIntegerInRange ( l_int32 range, l_int32 seed, l_int32 *pval ); +LEPT_DLL extern l_int32 lept_roundftoi ( l_float32 fval ); +LEPT_DLL extern l_ok l_hashStringToUint64 ( const char *str, l_uint64 *phash ); +LEPT_DLL extern l_ok l_hashPtToUint64 ( l_int32 x, l_int32 y, l_uint64 *phash ); +LEPT_DLL extern l_ok l_hashFloat64ToUint64 ( l_int32 nbuckets, l_float64 val, l_uint64 *phash ); +LEPT_DLL extern l_ok findNextLargerPrime ( l_int32 start, l_uint32 *pprime ); +LEPT_DLL extern l_ok lept_isPrime ( l_uint64 n, l_int32 *pis_prime, l_uint32 *pfactor ); +LEPT_DLL extern l_uint32 convertIntToGrayCode ( l_uint32 val ); +LEPT_DLL extern l_uint32 convertGrayCodeToInt ( l_uint32 val ); +LEPT_DLL extern char * getLeptonicaVersion ( ); +LEPT_DLL extern void startTimer ( void ); +LEPT_DLL extern l_float32 stopTimer ( void ); +LEPT_DLL extern L_TIMER startTimerNested ( void ); +LEPT_DLL extern l_float32 stopTimerNested ( L_TIMER rusage_start ); +LEPT_DLL extern void l_getCurrentTime ( l_int32 *sec, l_int32 *usec ); +LEPT_DLL extern L_WALLTIMER * startWallTimer ( void ); +LEPT_DLL extern l_float32 stopWallTimer ( L_WALLTIMER **ptimer ); +LEPT_DLL extern char * l_getFormattedDate ( ); +LEPT_DLL extern char * stringNew ( const char *src ); +LEPT_DLL extern l_ok stringCopy ( char *dest, const char *src, l_int32 n ); +LEPT_DLL extern char * stringCopySegment ( const char *src, l_int32 start, l_int32 nbytes ); +LEPT_DLL extern l_ok stringReplace ( char **pdest, const char *src ); +LEPT_DLL extern l_int32 stringLength ( const char *src, size_t size ); +LEPT_DLL extern l_int32 stringCat ( char *dest, size_t size, const char *src ); +LEPT_DLL extern char * stringConcatNew ( const char *first, ... ); +LEPT_DLL extern char * stringJoin ( const char *src1, const char *src2 ); +LEPT_DLL extern l_ok stringJoinIP ( char **psrc1, const char *src2 ); +LEPT_DLL extern char * stringReverse ( const char *src ); +LEPT_DLL extern char * strtokSafe ( char *cstr, const char *seps, char **psaveptr ); +LEPT_DLL extern l_ok stringSplitOnToken ( char *cstr, const char *seps, char **phead, char **ptail ); +LEPT_DLL extern l_ok stringCheckForChars ( const char *src, const char *chars, l_int32 *pfound ); +LEPT_DLL extern char * stringRemoveChars ( const char *src, const char *remchars ); +LEPT_DLL extern char * stringReplaceEachSubstr ( const char *src, const char *sub1, const char *sub2, l_int32 *pcount ); +LEPT_DLL extern char * stringReplaceSubstr ( const char *src, const char *sub1, const char *sub2, l_int32 *ploc, l_int32 *pfound ); +LEPT_DLL extern L_DNA * stringFindEachSubstr ( const char *src, const char *sub ); +LEPT_DLL extern l_int32 stringFindSubstr ( const char *src, const char *sub, l_int32 *ploc ); +LEPT_DLL extern l_uint8 * arrayReplaceEachSequence ( const l_uint8 *datas, size_t dataslen, const l_uint8 *seq, size_t seqlen, const l_uint8 *newseq, size_t newseqlen, size_t *pdatadlen, l_int32 *pcount ); +LEPT_DLL extern L_DNA * arrayFindEachSequence ( const l_uint8 *data, size_t datalen, const l_uint8 *sequence, size_t seqlen ); +LEPT_DLL extern l_ok arrayFindSequence ( const l_uint8 *data, size_t datalen, const l_uint8 *sequence, size_t seqlen, l_int32 *poffset, l_int32 *pfound ); +LEPT_DLL extern void * reallocNew ( void **pindata, l_int32 oldsize, l_int32 newsize ); +LEPT_DLL extern l_uint8 * l_binaryRead ( const char *filename, size_t *pnbytes ); +LEPT_DLL extern l_uint8 * l_binaryReadStream ( FILE *fp, size_t *pnbytes ); +LEPT_DLL extern l_uint8 * l_binaryReadSelect ( const char *filename, size_t start, size_t nbytes, size_t *pnread ); +LEPT_DLL extern l_uint8 * l_binaryReadSelectStream ( FILE *fp, size_t start, size_t nbytes, size_t *pnread ); +LEPT_DLL extern l_ok l_binaryWrite ( const char *filename, const char *operation, const void *data, size_t nbytes ); +LEPT_DLL extern size_t nbytesInFile ( const char *filename ); +LEPT_DLL extern size_t fnbytesInFile ( FILE *fp ); +LEPT_DLL extern l_uint8 * l_binaryCopy ( const l_uint8 *datas, size_t size ); +LEPT_DLL extern l_ok l_binaryCompare ( const l_uint8 *data1, size_t size1, const l_uint8 *data2, size_t size2, l_int32 *psame ); +LEPT_DLL extern l_ok fileCopy ( const char *srcfile, const char *newfile ); +LEPT_DLL extern l_ok fileConcatenate ( const char *srcfile, const char *destfile ); +LEPT_DLL extern l_ok fileAppendString ( const char *filename, const char *str ); +LEPT_DLL extern FILE * fopenReadStream ( const char *filename ); +LEPT_DLL extern FILE * fopenWriteStream ( const char *filename, const char *modestring ); +LEPT_DLL extern FILE * fopenReadFromMemory ( const l_uint8 *data, size_t size ); +LEPT_DLL extern FILE * fopenWriteWinTempfile ( ); +LEPT_DLL extern FILE * lept_fopen ( const char *filename, const char *mode ); +LEPT_DLL extern l_ok lept_fclose ( FILE *fp ); +LEPT_DLL extern void * lept_calloc ( size_t nmemb, size_t size ); +LEPT_DLL extern void lept_free ( void *ptr ); +LEPT_DLL extern l_int32 lept_mkdir ( const char *subdir ); +LEPT_DLL extern l_int32 lept_rmdir ( const char *subdir ); +LEPT_DLL extern void lept_direxists ( const char *dir, l_int32 *pexists ); +LEPT_DLL extern l_int32 lept_rm_match ( const char *subdir, const char *substr ); +LEPT_DLL extern l_int32 lept_rm ( const char *subdir, const char *tail ); +LEPT_DLL extern l_int32 lept_rmfile ( const char *filepath ); +LEPT_DLL extern l_int32 lept_mv ( const char *srcfile, const char *newdir, const char *newtail, char **pnewpath ); +LEPT_DLL extern l_int32 lept_cp ( const char *srcfile, const char *newdir, const char *newtail, char **pnewpath ); +LEPT_DLL extern void callSystemDebug ( const char *cmd ); +LEPT_DLL extern l_ok splitPathAtDirectory ( const char *pathname, char **pdir, char **ptail ); +LEPT_DLL extern l_ok splitPathAtExtension ( const char *pathname, char **pbasename, char **pextension ); +LEPT_DLL extern char * pathJoin ( const char *dir, const char *fname ); +LEPT_DLL extern char * appendSubdirs ( const char *basedir, const char *subdirs ); +LEPT_DLL extern l_ok convertSepCharsInPath ( char *path, l_int32 type ); +LEPT_DLL extern char * genPathname ( const char *dir, const char *fname ); +LEPT_DLL extern l_ok makeTempDirname ( char *result, size_t nbytes, const char *subdir ); +LEPT_DLL extern l_ok modifyTrailingSlash ( char *path, size_t nbytes, l_int32 flag ); +LEPT_DLL extern char * l_makeTempFilename ( ); +LEPT_DLL extern l_int32 extractNumberFromFilename ( const char *fname, l_int32 numpre, l_int32 numpost ); +LEPT_DLL extern PIX * pixSimpleCaptcha ( PIX *pixs, l_int32 border, l_int32 nterms, l_uint32 seed, l_uint32 color, l_int32 cmapflag ); +LEPT_DLL extern PIX * pixRandomHarmonicWarp ( PIX *pixs, l_float32 xmag, l_float32 ymag, l_float32 xfreq, l_float32 yfreq, l_int32 nx, l_int32 ny, l_uint32 seed, l_int32 grayval ); +LEPT_DLL extern PIX * pixWarpStereoscopic ( PIX *pixs, l_int32 zbend, l_int32 zshiftt, l_int32 zshiftb, l_int32 ybendt, l_int32 ybendb, l_int32 redleft ); +LEPT_DLL extern PIX * pixStretchHorizontal ( PIX *pixs, l_int32 dir, l_int32 type, l_int32 hmax, l_int32 operation, l_int32 incolor ); +LEPT_DLL extern PIX * pixStretchHorizontalSampled ( PIX *pixs, l_int32 dir, l_int32 type, l_int32 hmax, l_int32 incolor ); +LEPT_DLL extern PIX * pixStretchHorizontalLI ( PIX *pixs, l_int32 dir, l_int32 type, l_int32 hmax, l_int32 incolor ); +LEPT_DLL extern PIX * pixQuadraticVShear ( PIX *pixs, l_int32 dir, l_int32 vmaxt, l_int32 vmaxb, l_int32 operation, l_int32 incolor ); +LEPT_DLL extern PIX * pixQuadraticVShearSampled ( PIX *pixs, l_int32 dir, l_int32 vmaxt, l_int32 vmaxb, l_int32 incolor ); +LEPT_DLL extern PIX * pixQuadraticVShearLI ( PIX *pixs, l_int32 dir, l_int32 vmaxt, l_int32 vmaxb, l_int32 incolor ); +LEPT_DLL extern PIX * pixStereoFromPair ( PIX *pix1, PIX *pix2, l_float32 rwt, l_float32 gwt, l_float32 bwt ); +LEPT_DLL extern L_WSHED * wshedCreate ( PIX *pixs, PIX *pixm, l_int32 mindepth, l_int32 debugflag ); +LEPT_DLL extern void wshedDestroy ( L_WSHED **pwshed ); +LEPT_DLL extern l_ok wshedApply ( L_WSHED *wshed ); +LEPT_DLL extern l_ok wshedBasins ( L_WSHED *wshed, PIXA **ppixa, NUMA **pnalevels ); +LEPT_DLL extern PIX * wshedRenderFill ( L_WSHED *wshed ); +LEPT_DLL extern PIX * wshedRenderColors ( L_WSHED *wshed ); +LEPT_DLL extern l_ok pixaWriteWebPAnim ( const char *filename, PIXA *pixa, l_int32 loopcount, l_int32 duration, l_int32 quality, l_int32 lossless ); +LEPT_DLL extern l_ok pixaWriteStreamWebPAnim ( FILE *fp, PIXA *pixa, l_int32 loopcount, l_int32 duration, l_int32 quality, l_int32 lossless ); +LEPT_DLL extern l_ok pixaWriteMemWebPAnim ( l_uint8 **pencdata, size_t *pencsize, PIXA *pixa, l_int32 loopcount, l_int32 duration, l_int32 quality, l_int32 lossless ); +LEPT_DLL extern PIX * pixReadStreamWebP ( FILE *fp ); +LEPT_DLL extern PIX * pixReadMemWebP ( const l_uint8 *filedata, size_t filesize ); +LEPT_DLL extern l_ok readHeaderWebP ( const char *filename, l_int32 *pw, l_int32 *ph, l_int32 *pspp ); +LEPT_DLL extern l_ok readHeaderMemWebP ( const l_uint8 *data, size_t size, l_int32 *pw, l_int32 *ph, l_int32 *pspp ); +LEPT_DLL extern l_ok pixWriteWebP ( const char *filename, PIX *pixs, l_int32 quality, l_int32 lossless ); +LEPT_DLL extern l_ok pixWriteStreamWebP ( FILE *fp, PIX *pixs, l_int32 quality, l_int32 lossless ); +LEPT_DLL extern l_ok pixWriteMemWebP ( l_uint8 **pencdata, size_t *pencsize, PIX *pixs, l_int32 quality, l_int32 lossless ); +LEPT_DLL extern l_int32 l_jpegSetQuality ( l_int32 new_quality ); +LEPT_DLL extern void setLeptDebugOK ( l_int32 allow ); +LEPT_DLL extern l_ok pixaWriteFiles ( const char *rootname, PIXA *pixa, l_int32 format ); +LEPT_DLL extern l_ok pixWriteDebug ( const char *fname, PIX *pix, l_int32 format ); +LEPT_DLL extern l_ok pixWrite ( const char *fname, PIX *pix, l_int32 format ); +LEPT_DLL extern l_ok pixWriteAutoFormat ( const char *filename, PIX *pix ); +LEPT_DLL extern l_ok pixWriteStream ( FILE *fp, PIX *pix, l_int32 format ); +LEPT_DLL extern l_ok pixWriteImpliedFormat ( const char *filename, PIX *pix, l_int32 quality, l_int32 progressive ); +LEPT_DLL extern l_int32 pixChooseOutputFormat ( PIX *pix ); +LEPT_DLL extern l_int32 getImpliedFileFormat ( const char *filename ); +LEPT_DLL extern l_ok pixGetAutoFormat ( PIX *pix, l_int32 *pformat ); +LEPT_DLL extern const char * getFormatExtension ( l_int32 format ); +LEPT_DLL extern l_ok pixWriteMem ( l_uint8 **pdata, size_t *psize, PIX *pix, l_int32 format ); +LEPT_DLL extern l_ok l_fileDisplay ( const char *fname, l_int32 x, l_int32 y, l_float32 scale ); +LEPT_DLL extern l_ok pixDisplay ( PIX *pixs, l_int32 x, l_int32 y ); +LEPT_DLL extern l_ok pixDisplayWithTitle ( PIX *pixs, l_int32 x, l_int32 y, const char *title, l_int32 dispflag ); +LEPT_DLL extern l_ok pixSaveTiled ( PIX *pixs, PIXA *pixa, l_float32 scalefactor, l_int32 newrow, l_int32 space, l_int32 dp ); +LEPT_DLL extern l_ok pixSaveTiledOutline ( PIX *pixs, PIXA *pixa, l_float32 scalefactor, l_int32 newrow, l_int32 space, l_int32 linewidth, l_int32 dp ); +LEPT_DLL extern l_ok pixSaveTiledWithText ( PIX *pixs, PIXA *pixa, l_int32 outwidth, l_int32 newrow, l_int32 space, l_int32 linewidth, L_BMF *bmf, const char *textstr, l_uint32 val, l_int32 location ); +LEPT_DLL extern void l_chooseDisplayProg ( l_int32 selection ); +LEPT_DLL extern l_ok pixDisplayWrite ( PIX *pixs, l_int32 reduction ); +LEPT_DLL extern l_uint8 * zlibCompress ( l_uint8 *datain, size_t nin, size_t *pnout ); +LEPT_DLL extern l_uint8 * zlibUncompress ( l_uint8 *datain, size_t nin, size_t *pnout ); + +#ifdef __cplusplus +} +#endif /* __cplusplus */ +#endif /* NO_PROTOS */ + + +#endif /* LEPTONICA_ALLHEADERS_H */ + diff --git a/3rdparty/hgOCR/leptonica/alltypes.h b/3rdparty/hgOCR/leptonica/alltypes.h new file mode 100644 index 00000000..a84c0bfa --- /dev/null +++ b/3rdparty/hgOCR/leptonica/alltypes.h @@ -0,0 +1,66 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_ALLTYPES_H +#define LEPTONICA_ALLTYPES_H + + /* Standard */ +#include +#include +#include + + /* General and configuration defs */ +#include "endianness.h" +#include "environ.h" + + /* Generic and non-image-specific containers */ +#include "array.h" +#include "bbuffer.h" +#include "heap.h" +#include "list.h" +#include "ptra.h" +#include "queue.h" +#include "rbtree.h" +#include "stack.h" + + /* Imaging */ +#include "arrayaccess.h" +#include "bmf.h" +#include "ccbord.h" +#include "dewarp.h" +#include "gplot.h" +#include "imageio.h" +#include "jbclass.h" +#include "morph.h" +#include "pix.h" +#include "recog.h" +#include "regutils.h" +#include "stringcode.h" +#include "sudoku.h" +#include "watershed.h" + + +#endif /* LEPTONICA_ALLTYPES_H */ diff --git a/3rdparty/hgOCR/leptonica/array.h b/3rdparty/hgOCR/leptonica/array.h new file mode 100644 index 00000000..5c13977a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/array.h @@ -0,0 +1,158 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_ARRAY_H +#define LEPTONICA_ARRAY_H + +/*! + * \file array.h + * + * 
+ *  Contains the following structs:
+ *      struct Numa
+ *      struct Numaa
+ *      struct L_Dna
+ *      struct L_Dnaa
+ *      struct L_DnaHash
+ *      struct Sarray
+ *      struct L_Bytea
+ *
+ *  Contains definitions for:
+ *      Numa interpolation flags
+ *      Numa and FPix border flags
+ *      Numa data type conversion to string
+ *
+ */ + + +/*------------------------------------------------------------------------* + * Array Structs * + *------------------------------------------------------------------------*/ + +/*! Numa version for serialization */ +#define NUMA_VERSION_NUMBER 1 + + /*! Number array: an array of floats */ +struct Numa +{ + l_int32 nalloc; /*!< size of allocated number array */ + l_int32 n; /*!< number of numbers saved */ + l_int32 refcount; /*!< reference count (1 if no clones) */ + l_float32 startx; /*!< x value assigned to array[0] */ + l_float32 delx; /*!< change in x value as i --> i + 1 */ + l_float32 *array; /*!< number array */ +}; +typedef struct Numa NUMA; + + /*! Array of number arrays */ +struct Numaa +{ + l_int32 nalloc; /*!< size of allocated ptr array */ + l_int32 n; /*!< number of Numa saved */ + struct Numa **numa; /*!< array of Numa */ +}; +typedef struct Numaa NUMAA; + +/*! Dna version for serialization */ +#define DNA_VERSION_NUMBER 1 + + /*! Double number array: an array of doubles */ +struct L_Dna +{ + l_int32 nalloc; /*!< size of allocated number array */ + l_int32 n; /*!< number of numbers saved */ + l_int32 refcount; /*!< reference count (1 if no clones) */ + l_float64 startx; /*!< x value assigned to array[0] */ + l_float64 delx; /*!< change in x value as i --> i + 1 */ + l_float64 *array; /*!< number array */ +}; +typedef struct L_Dna L_DNA; + + /*! Array of double number arrays */ +struct L_Dnaa +{ + l_int32 nalloc; /*!< size of allocated ptr array */ + l_int32 n; /*!< number of L_Dna saved */ + struct L_Dna **dna; /*!< array of L_Dna */ +}; +typedef struct L_Dnaa L_DNAA; + + /*! A hash table of Dnas */ +struct L_DnaHash +{ + l_int32 nbuckets; + l_int32 initsize; /*!< initial size of each dna that is made */ + struct L_Dna **dna; /*!< array of L_Dna */ +}; +typedef struct L_DnaHash L_DNAHASH; + +/*! Sarray version for serialization */ +#define SARRAY_VERSION_NUMBER 1 + + /*! String array: an array of C strings */ +struct Sarray +{ + l_int32 nalloc; /*!< size of allocated ptr array */ + l_int32 n; /*!< number of strings allocated */ + l_int32 refcount; /*!< reference count (1 if no clones) */ + char **array; /*!< string array */ +}; +typedef struct Sarray SARRAY; + + /*! Byte array (analogous to C++ "string") */ +struct L_Bytea +{ + size_t nalloc; /*!< number of bytes allocated in data array */ + size_t size; /*!< number of bytes presently used */ + l_int32 refcount; /*!< reference count (1 if no clones) */ + l_uint8 *data; /*!< data array */ +}; +typedef struct L_Bytea L_BYTEA; + + +/*------------------------------------------------------------------------* + * Array flags * + *------------------------------------------------------------------------*/ +/*! Numa Interpolation */ +enum { + L_LINEAR_INTERP = 1, /*!< linear */ + L_QUADRATIC_INTERP = 2 /*!< quadratic */ +}; + +/*! Border Adding */ +enum { + L_CONTINUED_BORDER = 1, /*!< extended with same value */ + L_SLOPE_BORDER = 2, /*!< extended with constant normal derivative */ + L_MIRRORED_BORDER = 3 /*!< mirrored */ +}; + +/*! Numa Data Conversion */ +enum { + L_INTEGER_VALUE = 1, /*!< convert to integer */ + L_FLOAT_VALUE = 2 /*!< convert to float */ +}; + +#endif /* LEPTONICA_ARRAY_H */ diff --git a/3rdparty/hgOCR/leptonica/arrayaccess.c b/3rdparty/hgOCR/leptonica/arrayaccess.c new file mode 100644 index 00000000..69cdb6f1 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/arrayaccess.c @@ -0,0 +1,364 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file arrayaccess.c + * 
+ *
+ *     Access within an array of 32-bit words
+ *
+ *           l_int32     l_getDataBit()
+ *           void        l_setDataBit()
+ *           void        l_clearDataBit()
+ *           void        l_setDataBitVal()
+ *           l_int32     l_getDataDibit()
+ *           void        l_setDataDibit()
+ *           void        l_clearDataDibit()
+ *           l_int32     l_getDataQbit()
+ *           void        l_setDataQbit()
+ *           void        l_clearDataQbit()
+ *           l_int32     l_getDataByte()
+ *           void        l_setDataByte()
+ *           l_int32     l_getDataTwoBytes()
+ *           void        l_setDataTwoBytes()
+ *           l_int32     l_getDataFourBytes()
+ *           void        l_setDataFourBytes()
+ *
+ *     Note that these all require 32-bit alignment, and hence an input
+ *     ptr to l_uint32.  However, this is not enforced by the compiler.
+ *     Instead, we allow the use of a void* ptr, because the line ptrs
+ *     are an efficient way to get random access (see pixGetLinePtrs()).
+ *     It is then necessary to cast internally within each function
+ *     because ptr arithmetic requires knowing the size of the units
+ *     being referenced.
+ *
+ */ + +#include "allheaders.h" + + +/*----------------------------------------------------------------------* + * Access within an array of 32-bit words * + *----------------------------------------------------------------------*/ +/*! + * \brief l_getDataBit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return val of the nth 1-bit pixel. + */ +l_int32 +l_getDataBit(const void *line, + l_int32 n) +{ + return (*((const l_uint32 *)line + (n >> 5)) >> (31 - (n & 31))) & 1; +} + + +/*! + * \brief l_setDataBit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return void + * + * Action: sets the pixel to 1 + */ +void +l_setDataBit(void *line, + l_int32 n) +{ + *((l_uint32 *)line + (n >> 5)) |= (0x80000000 >> (n & 31)); +} + + +/*! + * \brief l_clearDataBit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return void + * + * Action: sets the 1-bit pixel to 0 + */ +void +l_clearDataBit(void *line, + l_int32 n) +{ + *((l_uint32 *)line + (n >> 5)) &= ~(0x80000000 >> (n & 31)); +} + + +/*! + * \brief l_setDataBitVal() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \param[in] val val to be inserted: 0 or 1 + * \return void + * + * 
+ * Notes:
+ *      (1) This is an accessor for a 1 bpp pix.
+ *      (2) It is actually a little slower than using:
+ *            if (val == 0)
+ *                l_ClearDataBit(line, n);
+ *            else
+ *                l_SetDataBit(line, n);
+ *
+ */ +void +l_setDataBitVal(void *line, + l_int32 n, + l_int32 val) +{ +l_uint32 *pword; + + pword = (l_uint32 *)line + (n >> 5); + *pword &= ~(0x80000000 >> (n & 31)); /* clear */ + *pword |= (l_uint32)val << (31 - (n & 31)); /* set */ + return; +} + + +/*! + * \brief l_getDataDibit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return val of the nth 2-bit pixel. + */ +l_int32 +l_getDataDibit(const void *line, + l_int32 n) +{ + return (*((const l_uint32 *)line + (n >> 4)) >> (2 * (15 - (n & 15)))) & 3; +} + + +/*! + * \brief l_setDataDibit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \param[in] val val to be inserted: 0 - 3 + * \return void + */ +void +l_setDataDibit(void *line, + l_int32 n, + l_int32 val) +{ +l_uint32 *pword; + + pword = (l_uint32 *)line + (n >> 4); + *pword &= ~(0xc0000000 >> (2 * (n & 15))); /* clear */ + *pword |= (l_uint32)(val & 3) << (30 - 2 * (n & 15)); /* set */ + return; +} + + +/*! + * \brief l_clearDataDibit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return void + * + * Action: sets the 2-bit pixel to 0 + */ +void +l_clearDataDibit(void *line, + l_int32 n) +{ + *((l_uint32 *)line + (n >> 4)) &= ~(0xc0000000 >> (2 * (n & 15))); +} + + +/*! + * \brief l_getDataQbit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return val of the nth 4-bit pixel. + */ +l_int32 +l_getDataQbit(const void *line, + l_int32 n) +{ + return (*((const l_uint32 *)line + (n >> 3)) >> (4 * (7 - (n & 7)))) & 0xf; +} + + +/*! + * \brief l_setDataQbit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \param[in] val val to be inserted: 0 - 0xf + * \return void + */ +void +l_setDataQbit(void *line, + l_int32 n, + l_int32 val) +{ +l_uint32 *pword; + + pword = (l_uint32 *)line + (n >> 3); + *pword &= ~(0xf0000000 >> (4 * (n & 7))); /* clear */ + *pword |= (l_uint32)(val & 15) << (28 - 4 * (n & 7)); /* set */ + return; +} + + +/*! + * \brief l_clearDataQbit() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return void + * + * Action: sets the 4-bit pixel to 0 + */ +void +l_clearDataQbit(void *line, + l_int32 n) +{ + *((l_uint32 *)line + (n >> 3)) &= ~(0xf0000000 >> (4 * (n & 7))); +} + + +/*! + * \brief l_getDataByte() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return value of the n-th byte pixel + */ +l_int32 +l_getDataByte(const void *line, + l_int32 n) +{ +#ifdef L_BIG_ENDIAN + return *((const l_uint8 *)line + n); +#else /* L_LITTLE_ENDIAN */ + return *(l_uint8 *)((l_uintptr_t)((const l_uint8 *)line + n) ^ 3); +#endif /* L_BIG_ENDIAN */ +} + + +/*! + * \brief l_setDataByte() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \param[in] val val to be inserted: 0 - 0xff + * \return void + */ +void +l_setDataByte(void *line, + l_int32 n, + l_int32 val) +{ +#ifdef L_BIG_ENDIAN + *((l_uint8 *)line + n) = val; +#else /* L_LITTLE_ENDIAN */ + *(l_uint8 *)((l_uintptr_t)((l_uint8 *)line + n) ^ 3) = val; +#endif /* L_BIG_ENDIAN */ +} + + +/*! + * \brief l_getDataTwoBytes() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return value of the n-th 2-byte pixel + */ +l_int32 +l_getDataTwoBytes(const void *line, + l_int32 n) +{ +#ifdef L_BIG_ENDIAN + return *((const l_uint16 *)line + n); +#else /* L_LITTLE_ENDIAN */ + return *(l_uint16 *)((l_uintptr_t)((const l_uint16 *)line + n) ^ 2); +#endif /* L_BIG_ENDIAN */ +} + + +/*! + * \brief l_setDataTwoBytes() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \param[in] val val to be inserted: 0 - 0xffff + * \return void + */ +void +l_setDataTwoBytes(void *line, + l_int32 n, + l_int32 val) +{ +#ifdef L_BIG_ENDIAN + *((l_uint16 *)line + n) = val; +#else /* L_LITTLE_ENDIAN */ + *(l_uint16 *)((l_uintptr_t)((l_uint16 *)line + n) ^ 2) = val; +#endif /* L_BIG_ENDIAN */ +} + + +/*! + * \brief l_getDataFourBytes() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \return value of the n-th 4-byte pixel + */ +l_int32 +l_getDataFourBytes(const void *line, + l_int32 n) +{ + return *((const l_uint32 *)line + n); +} + + +/*! + * \brief l_setDataFourBytes() + * + * \param[in] line ptr to beginning of data line + * \param[in] n pixel index + * \param[in] val val to be inserted: 0 - 0xffffffff + * \return void + */ +void +l_setDataFourBytes(void *line, + l_int32 n, + l_int32 val) +{ + *((l_uint32 *)line + n) = val; +} diff --git a/3rdparty/hgOCR/leptonica/arrayaccess.h b/3rdparty/hgOCR/leptonica/arrayaccess.h new file mode 100644 index 00000000..1a831bcc --- /dev/null +++ b/3rdparty/hgOCR/leptonica/arrayaccess.h @@ -0,0 +1,270 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_ARRAY_ACCESS_H +#define LEPTONICA_ARRAY_ACCESS_H + +/*! + * \file arrayaccess.h + * + * 
+ *  1, 2, 4, 8, 16 and 32 bit data access within an array of 32-bit words
+ *
+ *  This is used primarily to access 1, 2, 4, 8, 16 and 32 bit pixels
+ *  in a line of image data, represented as an array of 32-bit words.
+ *
+ *     pdata:  pointer to first 32-bit word in the array
+ *     n:      index of the pixel in the array
+ *
+ *  Function calls for these accessors are defined in arrayaccess.c.
+ *
+ *  However, for efficiency we use the inline macros for all accesses.
+ *  Even though the 2 and 4 bit set* accessors are more complicated,
+ *  they are about 10% faster than the function calls.
+ *
+ *  The 32 bit access is just a cast and ptr arithmetic.  We include
+ *  it so that the input ptr can be void*.
+ *
+ *  At the end of this file is code for invoking the function calls
+ *  instead of inlining.
+ *
+ *  The macro SET_DATA_BIT_VAL(pdata, n, val) is a bit slower than
+ *      if (val == 0)
+ *          CLEAR_DATA_BIT(pdata, n);
+ *      else
+ *          SET_DATA_BIT(pdata, n);
+ *
+ *  Some compilers complain when the SET macros are surrounded by
+ *  parentheses, because parens require an evaluation and it is not
+ *  defined for SET macros.  If SET_DATA_QBIT were defined as a
+ *  compound macro, in analogy to l_setDataQbit(), it requires
+ *  surrounding braces:
+ * \code
+ *     #define  SET_DATA_QBIT(pdata, n, val) \
+ *        {l_uint32 *_TEMP_WORD_PTR_; \
+ *         _TEMP_WORD_PTR_ = (l_uint32 *)(pdata) + ((n) >> 3); \
+ *         *_TEMP_WORD_PTR_ &= ~(0xf0000000 >> (4 * ((n) & 7))); \
+ *         *_TEMP_WORD_PTR_ |= (((val) & 15) << (28 - 4 * ((n) & 7)));}
+ * \endcode
+ *  but if used in an if/else
+ * \code
+ *      if (x)
+ *         SET_DATA_QBIT(...);
+ *      else
+ *         ...
+ * \endcode
+ *  the compiler sees
+ * \code
+ *      if (x)
+ *         {......};
+ *      else
+ *         ...
+ * \endcode
+ *  The semicolon comes after the brace and will not compile.
+ *  This can be fixed in the call by either omitting the semicolon
+ *  or requiring another set of braces around SET_DATA_QBIT(), but
+ *  both these options break compatibility with current code, and
+ *  require special attention by anyone using the macros.
+ *
+ *  There are (at least) two ways to fix this in the macro definitions,
+ *  suggested by Dave Bryan.
+ *  (1) Surround the braces in the macro above with
+ *         do {....} while(0)
+ *      Then the semicolon just terminates the expression.
+ *  (2) Reduce the blocks to a single expression; e.g,
+ *         *((l_uint32 *)(pdata) + ((n) >> 3)) = \
+ *           *((l_uint32 *)(pdata) + ((n) >> 3)) \
+ *           & ~(0xf0000000 >> (4 * ((n) & 7))) \
+ *           | (((val) & 15) << (28 - 4 * ((n) & 7)))
+ *      This appears to cause redundant computation, but the compiler
+ *      should evaluate the common subexpression only once.
+ *  All these methods have the same performance, giving about 300M
+ *  SET_DATA_QBIT operations per second on a fast 64 bit system.
+ *  Using the function calls instead of the macros results in about 250M
+ *  SET_DATA_QBIT operations per second, a performance hit of nearly 20%.
+ *
+ */ + +#define USE_INLINE_ACCESSORS 1 + +#if USE_INLINE_ACCESSORS + + /*=============================================================*/ + /* Faster: use in line accessors */ + /*=============================================================*/ + + /*--------------------------------------------------* + * 1 bit access * + *--------------------------------------------------*/ +/*! 1 bit access - get */ +#define GET_DATA_BIT(pdata, n) \ + ((*((const l_uint32 *)(pdata) + ((n) >> 5)) >> (31 - ((n) & 31))) & 1) + +/*! 1 bit access - set */ +#define SET_DATA_BIT(pdata, n) \ + *((l_uint32 *)(pdata) + ((n) >> 5)) |= (0x80000000 >> ((n) & 31)) + +/*! 1 bit access - clear */ +#define CLEAR_DATA_BIT(pdata, n) \ + *((l_uint32 *)(pdata) + ((n) >> 5)) &= ~(0x80000000 >> ((n) & 31)) + +/*! 1 bit access - set value (0 or 1) */ +#define SET_DATA_BIT_VAL(pdata, n, val) \ + *((l_uint32 *)(pdata) + ((n) >> 5)) = \ + ((*((l_uint32 *)(pdata) + ((n) >> 5)) \ + & (~(0x80000000 >> ((n) & 31)))) \ + | ((l_uint32)(val) << (31 - ((n) & 31)))) + + /*--------------------------------------------------* + * 2 bit access * + *--------------------------------------------------*/ +/*! 2 bit access - get */ +#define GET_DATA_DIBIT(pdata, n) \ + ((*((const l_uint32 *)(pdata) + ((n) >> 4)) >> (2 * (15 - ((n) & 15)))) & 3) + +/*! 2 bit access - set value (0 ... 3) */ +#define SET_DATA_DIBIT(pdata, n, val) \ + *((l_uint32 *)(pdata) + ((n) >> 4)) = \ + ((*((l_uint32 *)(pdata) + ((n) >> 4)) \ + & (~(0xc0000000 >> (2 * ((n) & 15))))) \ + | ((l_uint32)((val) & 3) << (30 - 2 * ((n) & 15)))) + +/*! 2 bit access - clear */ +#define CLEAR_DATA_DIBIT(pdata, n) \ + *((l_uint32 *)(pdata) + ((n) >> 4)) &= ~(0xc0000000 >> (2 * ((n) & 15))) + + + /*--------------------------------------------------* + * 4 bit access * + *--------------------------------------------------*/ +/*! 4 bit access - get */ +#define GET_DATA_QBIT(pdata, n) \ + ((*((const l_uint32 *)(pdata) + ((n) >> 3)) >> (4 * (7 - ((n) & 7)))) & 0xf) + +/*! 4 bit access - set value (0 ... 15) */ +#define SET_DATA_QBIT(pdata, n, val) \ + *((l_uint32 *)(pdata) + ((n) >> 3)) = \ + ((*((l_uint32 *)(pdata) + ((n) >> 3)) \ + & (~(0xf0000000 >> (4 * ((n) & 7))))) \ + | ((l_uint32)((val) & 15) << (28 - 4 * ((n) & 7)))) + +/*! 4 bit access - clear */ +#define CLEAR_DATA_QBIT(pdata, n) \ + *((l_uint32 *)(pdata) + ((n) >> 3)) &= ~(0xf0000000 >> (4 * ((n) & 7))) + + + /*--------------------------------------------------* + * 8 bit access * + *--------------------------------------------------*/ +#ifdef L_BIG_ENDIAN +/*! 8 bit access - get */ +#define GET_DATA_BYTE(pdata, n) \ + (*((const l_uint8 *)(pdata) + (n))) +#else /* L_LITTLE_ENDIAN */ +/*! 8 bit access - get */ +#define GET_DATA_BYTE(pdata, n) \ + (*(l_uint8 *)((l_uintptr_t)((const l_uint8 *)(pdata) + (n)) ^ 3)) +#endif /* L_BIG_ENDIAN */ + +#ifdef L_BIG_ENDIAN +/*! 8 bit access - set value (0 ... 255) */ +#define SET_DATA_BYTE(pdata, n, val) \ + *((l_uint8 *)(pdata) + (n)) = (val) +#else /* L_LITTLE_ENDIAN */ +/*! 8 bit access - set value (0 ... 255) */ +#define SET_DATA_BYTE(pdata, n, val) \ + *(l_uint8 *)((l_uintptr_t)((l_uint8 *)(pdata) + (n)) ^ 3) = (val) +#endif /* L_BIG_ENDIAN */ + + + /*--------------------------------------------------* + * 16 bit access * + *--------------------------------------------------*/ +#ifdef L_BIG_ENDIAN +/*! 16 bit access - get */ +#define GET_DATA_TWO_BYTES(pdata, n) \ + (*((const l_uint16 *)(pdata) + (n))) +#else /* L_LITTLE_ENDIAN */ +/*! 16 bit access - get */ +#define GET_DATA_TWO_BYTES(pdata, n) \ + (*(l_uint16 *)((l_uintptr_t)((const l_uint16 *)(pdata) + (n)) ^ 2)) +#endif /* L_BIG_ENDIAN */ + +#ifdef L_BIG_ENDIAN +/*! 16 bit access - set value (0 ... 65535) */ +#define SET_DATA_TWO_BYTES(pdata, n, val) \ + *((l_uint16 *)(pdata) + (n)) = (val) +#else /* L_LITTLE_ENDIAN */ +/*! 16 bit access - set value (0 ... 65535) */ +#define SET_DATA_TWO_BYTES(pdata, n, val) \ + *(l_uint16 *)((l_uintptr_t)((l_uint16 *)(pdata) + (n)) ^ 2) = (val) +#endif /* L_BIG_ENDIAN */ + + + /*--------------------------------------------------* + * 32 bit access * + *--------------------------------------------------*/ +/*! 32 bit access - get */ +#define GET_DATA_FOUR_BYTES(pdata, n) \ + (*((const l_uint32 *)(pdata) + (n))) + +/*! 32 bit access - set (0 ... 4294967295) */ +#define SET_DATA_FOUR_BYTES(pdata, n, val) \ + *((l_uint32 *)(pdata) + (n)) = (val) + + +#else + + /*=============================================================*/ + /* Slower: use function calls for all accessors */ + /*=============================================================*/ + +#define GET_DATA_BIT(pdata, n) l_getDataBit(pdata, n) +#define SET_DATA_BIT(pdata, n) l_setDataBit(pdata, n) +#define CLEAR_DATA_BIT(pdata, n) l_clearDataBit(pdata, n) +#define SET_DATA_BIT_VAL(pdata, n, val) l_setDataBitVal(pdata, n, val) + +#define GET_DATA_DIBIT(pdata, n) l_getDataDibit(pdata, n) +#define SET_DATA_DIBIT(pdata, n, val) l_setDataDibit(pdata, n, val) +#define CLEAR_DATA_DIBIT(pdata, n) l_clearDataDibit(pdata, n) + +#define GET_DATA_QBIT(pdata, n) l_getDataQbit(pdata, n) +#define SET_DATA_QBIT(pdata, n, val) l_setDataQbit(pdata, n, val) +#define CLEAR_DATA_QBIT(pdata, n) l_clearDataQbit(pdata, n) + +#define GET_DATA_BYTE(pdata, n) l_getDataByte(pdata, n) +#define SET_DATA_BYTE(pdata, n, val) l_setDataByte(pdata, n, val) + +#define GET_DATA_TWO_BYTES(pdata, n) l_getDataTwoBytes(pdata, n) +#define SET_DATA_TWO_BYTES(pdata, n, val) l_setDataTwoBytes(pdata, n, val) + +#define GET_DATA_FOUR_BYTES(pdata, n) l_getDataFourBytes(pdata, n) +#define SET_DATA_FOUR_BYTES(pdata, n, val) l_setDataFourBytes(pdata, n, val) + +#endif /* USE_INLINE_ACCESSORS */ + + +#endif /* LEPTONICA_ARRAY_ACCESS_H */ diff --git a/3rdparty/hgOCR/leptonica/bardecode.c b/3rdparty/hgOCR/leptonica/bardecode.c new file mode 100644 index 00000000..5008bbc0 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bardecode.c @@ -0,0 +1,1033 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bardecode.c + * 
+ *
+ *      Dispatcher
+ *          char            *barcodeDispatchDecoder()
+ *
+ *      Format Determination
+ *          static l_int32   barcodeFindFormat()
+ *          l_int32          barcodeFormatIsSupported()
+ *          static l_int32   barcodeVerifyFormat()
+ *
+ *      Decode 2 of 5
+ *          static char     *barcodeDecode2of5()
+ *
+ *      Decode Interleaved 2 of 5
+ *          static char     *barcodeDecodeI2of5()
+ *
+ *      Decode Code 93
+ *          static char     *barcodeDecode93()
+ *
+ *      Decode Code 39
+ *          static char     *barcodeDecode39()
+ *
+ *      Decode Codabar
+ *          static char     *barcodeDecodeCodabar()
+ *
+ *      Decode UPC-A
+ *          static char     *barcodeDecodeUpca()
+ *
+ *      Decode EAN 13
+ *          static char     *barcodeDecodeEan13()
+ *
+ */ + +#include +#include "allheaders.h" +#include "readbarcode.h" + + +static l_int32 barcodeFindFormat(char *barstr); +static l_int32 barcodeVerifyFormat(char *barstr, l_int32 format, + l_int32 *pvalid, l_int32 *preverse); +static char *barcodeDecode2of5(char *barstr, l_int32 debugflag); +static char *barcodeDecodeI2of5(char *barstr, l_int32 debugflag); +static char *barcodeDecode93(char *barstr, l_int32 debugflag); +static char *barcodeDecode39(char *barstr, l_int32 debugflag); +static char *barcodeDecodeCodabar(char *barstr, l_int32 debugflag); +static char *barcodeDecodeUpca(char *barstr, l_int32 debugflag); +static char *barcodeDecodeEan13(char *barstr, l_int32 first, l_int32 debugflag); + + +#ifndef NO_CONSOLE_IO +#define DEBUG_CODES 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*------------------------------------------------------------------------* + * Decoding dispatcher * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDispatchDecoder() + * + * \param[in] barstr string of integers in set {1,2,3,4} of bar widths + * \param[in] format L_BF_ANY, L_BF_CODEI2OF5, L_BF_CODE93, ... + * \param[in] debugflag use 1 to generate debug output + * \return data string of decoded barcode data, or NULL on error + */ +char * +barcodeDispatchDecoder(char *barstr, + l_int32 format, + l_int32 debugflag) +{ +char *data = NULL; + + PROCNAME("barcodeDispatchDecoder"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + debugflag = FALSE; /* not used yet */ + + if (format == L_BF_ANY) + format = barcodeFindFormat(barstr); + + if (format == L_BF_CODE2OF5) + data = barcodeDecode2of5(barstr, debugflag); + else if (format == L_BF_CODEI2OF5) + data = barcodeDecodeI2of5(barstr, debugflag); + else if (format == L_BF_CODE93) + data = barcodeDecode93(barstr, debugflag); + else if (format == L_BF_CODE39) + data = barcodeDecode39(barstr, debugflag); + else if (format == L_BF_CODABAR) + data = barcodeDecodeCodabar(barstr, debugflag); + else if (format == L_BF_UPCA) + data = barcodeDecodeUpca(barstr, debugflag); + else if (format == L_BF_EAN13) + data = barcodeDecodeEan13(barstr, 0, debugflag); + else + return (char *)ERROR_PTR("format not implemented", procName, NULL); + + return data; +} + + +/*------------------------------------------------------------------------* + * Barcode format determination * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeFindFormat() + * + * \param[in] barstr of barcode widths, in set {1,2,3,4} + * \return format for barcode, or L_BF_UNKNOWN if not recognized + */ +static l_int32 +barcodeFindFormat(char *barstr) +{ +l_int32 i, format, valid; + + PROCNAME("barcodeFindFormat"); + + if (!barstr) + return ERROR_INT("barstr not defined", procName, L_BF_UNKNOWN); + + for (i = 0; i < NumSupportedBarcodeFormats; i++) { + format = SupportedBarcodeFormat[i]; + barcodeVerifyFormat(barstr, format, &valid, NULL); + if (valid) { + L_INFO("Barcode format: %s\n", procName, + SupportedBarcodeFormatName[i]); + return format; + } + } + return L_BF_UNKNOWN; +} + + +/*! + * \brief barcodeFormatIsSupported() + * + * \param[in] format + * \return 1 if format is one of those supported; 0 otherwise + * + */ +l_int32 +barcodeFormatIsSupported(l_int32 format) +{ +l_int32 i; + + for (i = 0; i < NumSupportedBarcodeFormats; i++) { + if (format == SupportedBarcodeFormat[i]) + return 1; + } + return 0; +} + + +/*! + * \brief barcodeVerifyFormat() + * + * \param[in] barstr of barcode widths, in set {1,2,3,4} + * \param[in] format L_BF_CODEI2OF5, L_BF_CODE93, ... + * \param[out] pvalid 0 if not valid, 1 and 2 if valid + * \param[out] preverse [optional] 1 if reversed; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If valid == 1, the barcode is of the given format in the
+ *          forward order; if valid == 2, it is backwards.
+ *      (2) If the barcode needs to be reversed to read it, and &reverse
+ *          is provided, a 1 is put into %reverse.
+ *      (3) Add to this as more formats are supported.
+ *
+ */ +static l_int32 +barcodeVerifyFormat(char *barstr, + l_int32 format, + l_int32 *pvalid, + l_int32 *preverse) +{ +char *revbarstr; +l_int32 i, start, len, stop, mid; + + PROCNAME("barcodeVerifyFormat"); + + if (!pvalid) + return ERROR_INT("barstr not defined", procName, 1); + *pvalid = 0; + if (preverse) *preverse = 0; + if (!barstr) + return ERROR_INT("barstr not defined", procName, 1); + + switch (format) + { + case L_BF_CODE2OF5: + start = !strncmp(barstr, Code2of5[C25_START], 3); + len = strlen(barstr); + stop = !strncmp(&barstr[len - 5], Code2of5[C25_STOP], 5); + if (start && stop) { + *pvalid = 1; + } else { + revbarstr = stringReverse(barstr); + start = !strncmp(revbarstr, Code2of5[C25_START], 3); + stop = !strncmp(&revbarstr[len - 5], Code2of5[C25_STOP], 5); + LEPT_FREE(revbarstr); + if (start && stop) { + *pvalid = 1; + if (preverse) *preverse = 1; + } + } + break; + case L_BF_CODEI2OF5: + start = !strncmp(barstr, CodeI2of5[CI25_START], 4); + len = strlen(barstr); + stop = !strncmp(&barstr[len - 3], CodeI2of5[CI25_STOP], 3); + if (start && stop) { + *pvalid = 1; + } else { + revbarstr = stringReverse(barstr); + start = !strncmp(revbarstr, CodeI2of5[CI25_START], 4); + stop = !strncmp(&revbarstr[len - 3], CodeI2of5[CI25_STOP], 3); + LEPT_FREE(revbarstr); + if (start && stop) { + *pvalid = 1; + if (preverse) *preverse = 1; + } + } + break; + case L_BF_CODE93: + start = !strncmp(barstr, Code93[C93_START], 6); + len = strlen(barstr); + stop = !strncmp(&barstr[len - 7], Code93[C93_STOP], 6); + if (start && stop) { + *pvalid = 1; + } else { + revbarstr = stringReverse(barstr); + start = !strncmp(revbarstr, Code93[C93_START], 6); + stop = !strncmp(&revbarstr[len - 7], Code93[C93_STOP], 6); + LEPT_FREE(revbarstr); + if (start && stop) { + *pvalid = 1; + if (preverse) *preverse = 1; + } + } + break; + case L_BF_CODE39: + start = !strncmp(barstr, Code39[C39_START], 9); + len = strlen(barstr); + stop = !strncmp(&barstr[len - 9], Code39[C39_STOP], 9); + if (start && stop) { + *pvalid = 1; + } else { + revbarstr = stringReverse(barstr); + start = !strncmp(revbarstr, Code39[C39_START], 9); + stop = !strncmp(&revbarstr[len - 9], Code39[C39_STOP], 9); + LEPT_FREE(revbarstr); + if (start && stop) { + *pvalid = 1; + if (preverse) *preverse = 1; + } + } + break; + case L_BF_CODABAR: + start = stop = 0; + len = strlen(barstr); + for (i = 16; i <= 19; i++) /* any of these will do */ + start += !strncmp(barstr, Codabar[i], 7); + for (i = 16; i <= 19; i++) /* ditto */ + stop += !strncmp(&barstr[len - 7], Codabar[i], 7); + if (start && stop) { + *pvalid = 1; + } else { + start = stop = 0; + revbarstr = stringReverse(barstr); + for (i = 16; i <= 19; i++) + start += !strncmp(revbarstr, Codabar[i], 7); + for (i = 16; i <= 19; i++) + stop += !strncmp(&revbarstr[len - 7], Codabar[i], 7); + LEPT_FREE(revbarstr); + if (start && stop) { + *pvalid = 1; + if (preverse) *preverse = 1; + } + } + break; + case L_BF_UPCA: + case L_BF_EAN13: + len = strlen(barstr); + if (len == 59) { + start = !strncmp(barstr, Upca[UPCA_START], 3); + mid = !strncmp(&barstr[27], Upca[UPCA_MID], 5); + stop = !strncmp(&barstr[len - 3], Upca[UPCA_STOP], 3); + if (start && mid && stop) + *pvalid = 1; + } + break; + default: + return ERROR_INT("format not supported", procName, 1); + } + + return 0; +} + + +/*------------------------------------------------------------------------* + * Code 2 of 5 * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDecode2of5() + * + * \param[in] barstr of widths, in set {1, 2} + * \param[in] debugflag + * \return data string of digits, or NULL if none found or on error + * + * 
+ * Notes:
+ *      (1) Ref: http://en.wikipedia.org/wiki/Two-out-of-five_code (Note:
+ *                 the codes given here are wrong!)
+ *               http://morovia.com/education/symbology/code25.asp
+ *      (2) This is a very low density encoding for the 10 digits.
+ *          Each digit is encoded with 5 black bars, of which 2 are wide
+ *          and 3 are narrow.  No information is carried in the spaces
+ *          between the bars, which are all equal in width, represented by
+ *          a "1" in our encoding.
+ *      (3) The mapping from the sequence of five bar widths to the
+ *          digit is identical to the mapping used by the interleaved
+ *          2 of 5 code.  The start code is 21211, representing two
+ *          wide bars and a narrow bar, and the interleaved "1" spaces
+ *          are explicit.  The stop code is 21112.  For all codes
+ *          (including start and stop), the trailing space "1" is
+ *          implicit -- there is no reason to represent it in the
+ *          Code2of5[] array.
+ *
+ */ +static char * +barcodeDecode2of5(char *barstr, + l_int32 debugflag) +{ +char *data, *vbarstr; +char code[10]; +l_int32 valid, reverse, i, j, len, error, ndigits, start, found; + + PROCNAME("barcodeDecodeI2of5"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + /* Verify format; reverse if necessary */ + barcodeVerifyFormat(barstr, L_BF_CODE2OF5, &valid, &reverse); + if (!valid) + return (char *)ERROR_PTR("barstr not in 2of5 format", procName, NULL); + if (reverse) + vbarstr = stringReverse(barstr); + else + vbarstr = stringNew(barstr); + + /* Verify size */ + len = strlen(vbarstr); + if ((len - 11) % 10 != 0) { + LEPT_FREE(vbarstr); + return (char *)ERROR_PTR("size not divisible by 10: invalid 2of5 code", + procName, NULL); + } + + error = FALSE; + ndigits = (len - 11) / 10; + data = (char *)LEPT_CALLOC(ndigits + 1, sizeof(char)); + memset(code, 0, 10); + for (i = 0; i < ndigits; i++) { + start = 6 + 10 * i; + for (j = 0; j < 9; j++) + code[j] = vbarstr[start + j]; + + if (debugflag) + fprintf(stderr, "code: %s\n", code); + + found = FALSE; + for (j = 0; j < 10; j++) { + if (!strcmp(code, Code2of5[j])) { + data[i] = 0x30 + j; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + } + LEPT_FREE(vbarstr); + + if (error) { + LEPT_FREE(data); + return (char *)ERROR_PTR("error in decoding", procName, NULL); + } + + return data; +} + + +/*------------------------------------------------------------------------* + * Interleaved Code 2 of 5 * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDecodeI2of5() + * + * \param[in] barstr of widths, in set {1, 2} + * \param[in] debugflag + * \return data string of digits, or NULL if none found or on error + * + * 
+ * Notes:
+ *      (1) Ref: http://en.wikipedia.org/wiki/Interleaved_2_of_5
+ *      (2) This always encodes an even number of digits.
+ *          The start code is 1111; the stop code is 211.
+ *
+ */ +static char * +barcodeDecodeI2of5(char *barstr, + l_int32 debugflag) +{ +char *data, *vbarstr; +char code1[6], code2[6]; +l_int32 valid, reverse, i, j, len, error, npairs, start, found; + + PROCNAME("barcodeDecodeI2of5"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + /* Verify format; reverse if necessary */ + barcodeVerifyFormat(barstr, L_BF_CODEI2OF5, &valid, &reverse); + if (!valid) + return (char *)ERROR_PTR("barstr not in i2of5 format", procName, NULL); + if (reverse) + vbarstr = stringReverse(barstr); + else + vbarstr = stringNew(barstr); + + /* Verify size */ + len = strlen(vbarstr); + if ((len - 7) % 10 != 0) { + LEPT_FREE(vbarstr); + return (char *)ERROR_PTR("size not divisible by 10: invalid I2of5 code", + procName, NULL); + } + + error = FALSE; + npairs = (len - 7) / 10; + data = (char *)LEPT_CALLOC(2 * npairs + 1, sizeof(char)); + memset(code1, 0, 6); + memset(code2, 0, 6); + for (i = 0; i < npairs; i++) { + start = 4 + 10 * i; + for (j = 0; j < 5; j++) { + code1[j] = vbarstr[start + 2 * j]; + code2[j] = vbarstr[start + 2 * j + 1]; + } + + if (debugflag) + fprintf(stderr, "code1: %s, code2: %s\n", code1, code2); + + found = FALSE; + for (j = 0; j < 10; j++) { + if (!strcmp(code1, CodeI2of5[j])) { + data[2 * i] = 0x30 + j; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + found = FALSE; + for (j = 0; j < 10; j++) { + if (!strcmp(code2, CodeI2of5[j])) { + data[2 * i + 1] = 0x30 + j; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + } + LEPT_FREE(vbarstr); + + if (error) { + LEPT_FREE(data); + return (char *)ERROR_PTR("error in decoding", procName, NULL); + } + + return data; +} + + +/*------------------------------------------------------------------------* + * Code 93 * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDecode93() + * + * \param[in] barstr of widths, in set {1, 2, 3, 4} + * \param[in] debugflag + * \return data string of digits, or NULL if none found or on error + * + * 
+ * Notes:
+ *      (1) Ref:  http://en.wikipedia.org/wiki/Code93
+ *                http://morovia.com/education/symbology/code93.asp
+ *      (2) Each symbol has 3 black and 3 white bars.
+ *          The start and stop codes are 111141; the stop code then is
+ *          terminated with a final (1) bar.
+ *      (3) The last two codes are check codes.  We are checking them
+ *          for correctness, and issuing a warning on failure.  Should
+ *          probably not return any data on failure.
+ *
+ */ +static char * +barcodeDecode93(char *barstr, + l_int32 debugflag) +{ +const char *checkc, *checkk; +char *data, *vbarstr; +char code[7]; +l_int32 valid, reverse, i, j, len, error, nsymb, start, found, sum; +l_int32 *index; + + PROCNAME("barcodeDecode93"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + /* Verify format; reverse if necessary */ + barcodeVerifyFormat(barstr, L_BF_CODE93, &valid, &reverse); + if (!valid) + return (char *)ERROR_PTR("barstr not in code93 format", procName, NULL); + if (reverse) + vbarstr = stringReverse(barstr); + else + vbarstr = stringNew(barstr); + + /* Verify size; skip the first 6 and last 7 bars. */ + len = strlen(vbarstr); + if ((len - 13) % 6 != 0) { + LEPT_FREE(vbarstr); + return (char *)ERROR_PTR("size not divisible by 6: invalid code 93", + procName, NULL); + } + + /* Decode the symbols */ + nsymb = (len - 13) / 6; + data = (char *)LEPT_CALLOC(nsymb + 1, sizeof(char)); + index = (l_int32 *)LEPT_CALLOC(nsymb, sizeof(l_int32)); + memset(code, 0, 7); + error = FALSE; + for (i = 0; i < nsymb; i++) { + start = 6 + 6 * i; + for (j = 0; j < 6; j++) + code[j] = vbarstr[start + j]; + + if (debugflag) + fprintf(stderr, "code: %s\n", code); + + found = FALSE; + for (j = 0; j < C93_START; j++) { + if (!strcmp(code, Code93[j])) { + data[i] = Code93Val[j]; + index[i] = j; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + } + LEPT_FREE(vbarstr); + + if (error) { + LEPT_FREE(index); + LEPT_FREE(data); + return (char *)ERROR_PTR("error in decoding", procName, NULL); + } + + /* Do check sums. For character "C", use only the + * actual data in computing the sum. For character "K", + * use the actual data plus the check character "C". */ + sum = 0; + for (i = 0; i < nsymb - 2; i++) /* skip the "C" and "K" */ + sum += ((i % 20) + 1) * index[nsymb - 3 - i]; + if (data[nsymb - 2] != Code93Val[sum % 47]) + L_WARNING("Error for check C\n", procName); + + if (debugflag) { + checkc = Code93[sum % 47]; + fprintf(stderr, "checkc = %s\n", checkc); + } + + sum = 0; + for (i = 0; i < nsymb - 1; i++) /* skip the "K" */ + sum += ((i % 15) + 1) * index[nsymb - 2 - i]; + if (data[nsymb - 1] != Code93Val[sum % 47]) + L_WARNING("Error for check K\n", procName); + + if (debugflag) { + checkk = Code93[sum % 47]; + fprintf(stderr, "checkk = %s\n", checkk); + } + + /* Remove the two check codes from the output */ + data[nsymb - 2] = '\0'; + + LEPT_FREE(index); + return data; +} + + +/*------------------------------------------------------------------------* + * Code 39 * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDecode39() + * + * \param[in] barstr of widths, in set {1, 2} + * \param[in] debugflag + * \return data string of digits, or NULL if none found or on error + * + * 
+ * Notes:
+ *      (1) Ref:  http://en.wikipedia.org/wiki/Code39
+ *                http://morovia.com/education/symbology/code39.asp
+ *      (2) Each symbol has 5 black and 4 white bars.
+ *          The start and stop codes are 121121211 (the asterisk)
+ *      (3) This decoder was contributed by Roger Hyde.
+ *
+ */ +static char * +barcodeDecode39(char *barstr, + l_int32 debugflag) +{ +char *data, *vbarstr; +char code[10]; +l_int32 valid, reverse, i, j, len, error, nsymb, start, found; + + PROCNAME("barcodeDecode39"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + /* Verify format; reverse if necessary */ + barcodeVerifyFormat(barstr, L_BF_CODE39, &valid, &reverse); + if (!valid) + return (char *)ERROR_PTR("barstr not in code39 format", procName, NULL); + if (reverse) + vbarstr = stringReverse(barstr); + else + vbarstr = stringNew(barstr); + + /* Verify size */ + len = strlen(vbarstr); + if ((len + 1) % 10 != 0) { + LEPT_FREE(vbarstr); + return (char *)ERROR_PTR("size+1 not divisible by 10: invalid code 39", + procName, NULL); + } + + /* Decode the symbols */ + nsymb = (len - 19) / 10; + data = (char *)LEPT_CALLOC(nsymb + 1, sizeof(char)); + memset(code, 0, 10); + error = FALSE; + for (i = 0; i < nsymb; i++) { + start = 10 + 10 * i; + for (j = 0; j < 9; j++) + code[j] = vbarstr[start + j]; + + if (debugflag) + fprintf(stderr, "code: %s\n", code); + + found = FALSE; + for (j = 0; j < C39_START; j++) { + if (!strcmp(code, Code39[j])) { + data[i] = Code39Val[j]; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + } + LEPT_FREE(vbarstr); + + if (error) { + LEPT_FREE(data); + return (char *)ERROR_PTR("error in decoding", procName, NULL); + } + + return data; +} + + +/*------------------------------------------------------------------------* + * Codabar * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDecodeCodabar() + * + * \param[in] barstr of widths, in set {1, 2} + * \param[in] debugflag + * \return data string of digits, or NULL if none found or on error + * + * 
+ * Notes:
+ *      (1) Ref:  http://en.wikipedia.org/wiki/Codabar
+ *                http://morovia.com/education/symbology/codabar.asp
+ *      (2) Each symbol has 4 black and 3 white bars.  They represent the
+ *          10 digits, and optionally 6 other characters.  The start and
+ *          stop codes can be any of four (typically denoted A,B,C,D).
+ *
+ */ +static char * +barcodeDecodeCodabar(char *barstr, + l_int32 debugflag) +{ +char *data, *vbarstr; +char code[8]; +l_int32 valid, reverse, i, j, len, error, nsymb, start, found; + + PROCNAME("barcodeDecodeCodabar"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + /* Verify format; reverse if necessary */ + barcodeVerifyFormat(barstr, L_BF_CODABAR, &valid, &reverse); + if (!valid) + return (char *)ERROR_PTR("barstr not in codabar format", + procName, NULL); + if (reverse) + vbarstr = stringReverse(barstr); + else + vbarstr = stringNew(barstr); + + /* Verify size */ + len = strlen(vbarstr); + if ((len + 1) % 8 != 0) { + LEPT_FREE(vbarstr); + return (char *)ERROR_PTR("size+1 not divisible by 8: invalid codabar", + procName, NULL); + } + + /* Decode the symbols */ + nsymb = (len - 15) / 8; + data = (char *)LEPT_CALLOC(nsymb + 1, sizeof(char)); + memset(code, 0, 8); + error = FALSE; + for (i = 0; i < nsymb; i++) { + start = 8 + 8 * i; + for (j = 0; j < 7; j++) + code[j] = vbarstr[start + j]; + + if (debugflag) + fprintf(stderr, "code: %s\n", code); + + found = FALSE; + for (j = 0; j < 16; j++) { + if (!strcmp(code, Codabar[j])) { + data[i] = CodabarVal[j]; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + } + LEPT_FREE(vbarstr); + + if (error) { + LEPT_FREE(data); + return (char *)ERROR_PTR("error in decoding", procName, NULL); + } + + return data; +} + + +/*------------------------------------------------------------------------* + * Code UPC-A * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDecodeUpca() + * + * \param[in] barstr of widths, in set {1, 2, 3, 4} + * \param[in] debugflag + * \return data string of digits, or NULL if none found or on error + * + * 
+ * Notes:
+ *      (1) Ref:  http://en.wikipedia.org/wiki/UniversalProductCode
+ *                http://morovia.com/education/symbology/upc-a.asp
+ *      (2) Each symbol has 2 black and 2 white bars, and encodes a digit.
+ *          The start and stop codes are 111 and 111.  There are a total of
+ *          30 black bars, encoding 12 digits in two sets of 6, with
+ *          2 black bars separating the sets.
+ *      (3) The last digit is a check digit.  We check for correctness, and
+ *          issue a warning on failure.  Should probably not return any
+ *          data on failure.
+ *
+ */ +static char * +barcodeDecodeUpca(char *barstr, + l_int32 debugflag) +{ +char *data, *vbarstr; +char code[5]; +l_int32 valid, i, j, len, error, start, found, sum, checkdigit; + + PROCNAME("barcodeDecodeUpca"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + /* Verify format; reverse has no meaning here -- we must test both */ + barcodeVerifyFormat(barstr, L_BF_UPCA, &valid, NULL); + if (!valid) + return (char *)ERROR_PTR("barstr not in UPC-A format", procName, NULL); + + /* Verify size */ + len = strlen(barstr); + if (len != 59) + return (char *)ERROR_PTR("size not 59; invalid UPC-A barcode", + procName, NULL); + + /* Check the first digit. If invalid, reverse the string. */ + memset(code, 0, 5); + for (i = 0; i < 4; i++) + code[i] = barstr[i + 3]; + found = FALSE; + for (i = 0; i < 10; i++) { + if (!strcmp(code, Upca[i])) { + found = TRUE; + break; + } + } + if (found == FALSE) + vbarstr = stringReverse(barstr); + else + vbarstr = stringNew(barstr); + + /* Decode the 12 symbols */ + data = (char *)LEPT_CALLOC(13, sizeof(char)); + memset(code, 0, 5); + error = FALSE; + for (i = 0; i < 12; i++) { + if (i < 6) + start = 3 + 4 * i; + else + start = 32 + 4 * (i - 6); + for (j = 0; j < 4; j++) + code[j] = vbarstr[start + j]; + + if (debugflag) + fprintf(stderr, "code: %s\n", code); + + found = FALSE; + for (j = 0; j < 10; j++) { + if (!strcmp(code, Upca[j])) { + data[i] = 0x30 + j; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + } + LEPT_FREE(vbarstr); + + if (error) { + LEPT_FREE(data); + return (char *)ERROR_PTR("error in decoding", procName, NULL); + } + + /* Calculate the check digit (data[11]). */ + sum = 0; + for (i = 0; i < 12; i += 2) /* "even" digits */ + sum += 3 * (data[i] - 0x30); + for (i = 1; i < 11; i += 2) /* "odd" digits */ + sum += (data[i] - 0x30); + checkdigit = sum % 10; + if (checkdigit) /* not 0 */ + checkdigit = 10 - checkdigit; + if (checkdigit + 0x30 != data[11]) + L_WARNING("Error for UPC-A check character\n", procName); + + return data; +} + + +/*------------------------------------------------------------------------* + * Code EAN-13 * + *------------------------------------------------------------------------*/ +/*! + * \brief barcodeDecodeEan13() + * + * \param[in] barstr of widths, in set {1, 2, 3, 4} + * \param[in] first first digit: 0 - 9 + * \param[in] debugflag + * \return data string of digits, or NULL if none found or on error + * + * 
+ * Notes:
+ *      (1) Ref:  http://en.wikipedia.org/wiki/UniversalProductCode
+ *                http://morovia.com/education/symbology/ean-13.asp
+ *      (2) The encoding is essentially the same as UPC-A, except
+ *          there are 13 digits in total, of which 12 are encoded
+ *          by bars (as with UPC-A) and the 13th is a leading digit
+ *          that determines the encoding of the next 6 digits,
+ *          selecting each digit from one of two tables.
+ *          encoded in the bars (as with UPC-A).  If the first digit
+ *          is 0, the encoding is identical to UPC-A.
+ *      (3) As with UPC-A, the last digit is a check digit.
+ *      (4) For now, we assume the first digit is input to this function.
+ *          Eventually, we will read it by pattern matching.
+ *
+ *    TODO: fix this for multiple tables, depending on the value of %first
+ *
+ */ +static char * +barcodeDecodeEan13(char *barstr, + l_int32 first, + l_int32 debugflag) +{ +char *data, *vbarstr; +char code[5]; +l_int32 valid, i, j, len, error, start, found, sum, checkdigit; + + PROCNAME("barcodeDecodeEan13"); + + if (!barstr) + return (char *)ERROR_PTR("barstr not defined", procName, NULL); + + /* Verify format. You can't tell the orientation by the start + * and stop codes, but you can by the location of the digits. + * Use the UPCA verifier for EAN 13 -- it is identical. */ + barcodeVerifyFormat(barstr, L_BF_UPCA, &valid, NULL); + if (!valid) + return (char *)ERROR_PTR("barstr not in EAN 13 format", procName, NULL); + + /* Verify size */ + len = strlen(barstr); + if (len != 59) + return (char *)ERROR_PTR("size not 59; invalid EAN 13 barcode", + procName, NULL); + + /* Check the first digit. If invalid, reverse the string. */ + memset(code, 0, 5); + for (i = 0; i < 4; i++) + code[i] = barstr[i + 3]; + found = FALSE; + for (i = 0; i < 10; i++) { + if (!strcmp(code, Upca[i])) { + found = TRUE; + break; + } + } + if (found == FALSE) + vbarstr = stringReverse(barstr); + else + vbarstr = stringNew(barstr); + + /* Decode the 12 symbols */ + data = (char *)LEPT_CALLOC(13, sizeof(char)); + memset(code, 0, 5); + error = FALSE; + for (i = 0; i < 12; i++) { + if (i < 6) + start = 3 + 4 * i; + else + start = 32 + 4 * (i - 6); + for (j = 0; j < 4; j++) + code[j] = vbarstr[start + j]; + + if (debugflag) + fprintf(stderr, "code: %s\n", code); + + found = FALSE; + for (j = 0; j < 10; j++) { + if (!strcmp(code, Upca[j])) { + data[i] = 0x30 + j; + found = TRUE; + break; + } + } + if (!found) error = TRUE; + } + LEPT_FREE(vbarstr); + + if (error) { + LEPT_FREE(data); + return (char *)ERROR_PTR("error in decoding", procName, NULL); + } + + /* Calculate the check digit (data[11]). */ + sum = 0; + for (i = 0; i < 12; i += 2) /* "even" digits */ + sum += 3 * (data[i] - 0x30); + for (i = 1; i < 12; i += 2) /* "odd" digits */ + sum += (data[i] - 0x30); + checkdigit = sum % 10; + if (checkdigit) /* not 0 */ + checkdigit = 10 - checkdigit; + if (checkdigit + 0x30 != data[11]) + L_WARNING("Error for EAN-13 check character\n", procName); + + return data; +} diff --git a/3rdparty/hgOCR/leptonica/baseline.c b/3rdparty/hgOCR/leptonica/baseline.c new file mode 100644 index 00000000..b8c74b2e --- /dev/null +++ b/3rdparty/hgOCR/leptonica/baseline.c @@ -0,0 +1,596 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file baseline.c + * 
+ *
+ *      Locate text baselines in an image
+ *           NUMA     *pixFindBaselines()
+ *
+ *      Projective transform to remove local skew
+ *           PIX      *pixDeskewLocal()
+ *
+ *      Determine local skew
+ *           l_int32   pixGetLocalSkewTransform()
+ *           NUMA     *pixGetLocalSkewAngles()
+ *
+ *  We have two apparently different functions here:
+ *    ~ finding baselines
+ *    ~ finding a projective transform to remove keystone warping
+ *  The function pixGetLocalSkewAngles() returns an array of angles,
+ *  one for each raster line, and the baselines of the text lines
+ *  should intersect the left edge of the image with that angle.
+ *
+ */ + +#include +#include "allheaders.h" + + /* Min to travel after finding max before abandoning peak */ +static const l_int32 MinDistInPeak = 35; + + /* Thresholds for peaks and zeros, relative to the max peak */ +static const l_int32 PeakThresholdRatio = 20; +static const l_int32 ZeroThresholdRatio = 100; + + /* Default values for determining local skew */ +static const l_int32 DefaultSlices = 10; +static const l_int32 DefaultSweepReduction = 2; +static const l_int32 DefaultBsReduction = 1; +static const l_float32 DefaultSweepRange = 5.; /* degrees */ +static const l_float32 DefaultSweepDelta = 1.; /* degrees */ +static const l_float32 DefaultMinbsDelta = 0.01; /* degrees */ + + /* Overlap slice fraction added to top and bottom of each slice */ +static const l_float32 OverlapFraction = 0.5; + + /* Minimum allowed confidence (ratio) for accepting a value */ +static const l_float32 MinAllowedConfidence = 3.0; + + +/*---------------------------------------------------------------------* + * Locate text baselines in an image * + *---------------------------------------------------------------------*/ +/*! + * \brief pixFindBaselines() + * + * \param[in] pixs 1 bpp, 300 ppi + * \param[out] ppta [optional] pairs of pts corresponding to + * approx. ends of each text line + * \param[in] pixadb for debug output; use NULL to skip + * \return na of baseline y values, or NULL on error + * + * 
+ * Notes:
+ *      (1) Input binary image must have text lines already aligned
+ *          horizontally.  This can be done by either rotating the
+ *          image with pixDeskew(), or, if a projective transform
+ *          is required, by doing pixDeskewLocal() first.
+ *      (2) Input null for &pta if you don't want this returned.
+ *          The pta will come in pairs of points (left and right end
+ *          of each baseline).
+ *      (3) Caution: this will not work properly on text with multiple
+ *          columns, where the lines are not aligned between columns.
+ *          If there are multiple columns, they should be extracted
+ *          separately before finding the baselines.
+ *      (4) This function constructs different types of output
+ *          for baselines; namely, a set of raster line values and
+ *          a set of end points of each baseline.
+ *      (5) This function was designed to handle short and long text lines
+ *          without using dangerous thresholds on the peak heights.  It does
+ *          this by combining the differential signal with a morphological
+ *          analysis of the locations of the text lines.  One can also
+ *          combine this data to normalize the peak heights, by weighting
+ *          the differential signal in the region of each baseline
+ *          by the inverse of the width of the text line found there.
+ *
+ */ +NUMA * +pixFindBaselines(PIX *pixs, + PTA **ppta, + PIXA *pixadb) +{ +l_int32 h, i, j, nbox, val1, val2, ndiff, bx, by, bw, bh; +l_int32 imaxloc, peakthresh, zerothresh, inpeak; +l_int32 mintosearch, max, maxloc, nloc, locval; +l_int32 *array; +l_float32 maxval; +BOXA *boxa1, *boxa2, *boxa3; +GPLOT *gplot; +NUMA *nasum, *nadiff, *naloc, *naval; +PIX *pix1, *pix2; +PTA *pta; + + PROCNAME("pixFindBaselines"); + + if (ppta) *ppta = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return (NUMA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + + /* Close up the text characters, removing noise */ + pix1 = pixMorphSequence(pixs, "c25.1 + e15.1", 0); + + /* Estimate the resolution */ + if (pixadb) pixaAddPix(pixadb, pixScale(pix1, 0.25, 0.25), L_INSERT); + + /* Save the difference of adjacent row sums. + * The high positive-going peaks are the baselines */ + if ((nasum = pixCountPixelsByRow(pix1, NULL)) == NULL) { + pixDestroy(&pix1); + return (NUMA *)ERROR_PTR("nasum not made", procName, NULL); + } + h = pixGetHeight(pixs); + nadiff = numaCreate(h); + numaGetIValue(nasum, 0, &val2); + for (i = 0; i < h - 1; i++) { + val1 = val2; + numaGetIValue(nasum, i + 1, &val2); + numaAddNumber(nadiff, val1 - val2); + } + numaDestroy(&nasum); + + if (pixadb) { /* show the difference signal */ + lept_mkdir("lept/baseline"); + gplotSimple1(nadiff, GPLOT_PNG, "/tmp/lept/baseline/diff", "Diff Sig"); + pix2 = pixRead("/tmp/lept/baseline/diff.png"); + pixaAddPix(pixadb, pix2, L_INSERT); + } + + /* Use the zeroes of the profile to locate each baseline. */ + array = numaGetIArray(nadiff); + ndiff = numaGetCount(nadiff); + numaGetMax(nadiff, &maxval, &imaxloc); + numaDestroy(&nadiff); + + /* Use this to begin locating a new peak: */ + peakthresh = (l_int32)maxval / PeakThresholdRatio; + /* Use this to begin a region between peaks: */ + zerothresh = (l_int32)maxval / ZeroThresholdRatio; + + naloc = numaCreate(0); + naval = numaCreate(0); + inpeak = FALSE; + for (i = 0; i < ndiff; i++) { + if (inpeak == FALSE) { + if (array[i] > peakthresh) { /* transition to in-peak */ + inpeak = TRUE; + mintosearch = i + MinDistInPeak; /* accept no zeros + * between i and mintosearch */ + max = array[i]; + maxloc = i; + } + } else { /* inpeak == TRUE; look for max */ + if (array[i] > max) { + max = array[i]; + maxloc = i; + mintosearch = i + MinDistInPeak; + } else if (i > mintosearch && array[i] <= zerothresh) { /* leave */ + inpeak = FALSE; + numaAddNumber(naval, max); + numaAddNumber(naloc, maxloc); + } + } + } + LEPT_FREE(array); + + /* If array[ndiff-1] is max, eg. no descenders, baseline at bottom */ + if (inpeak) { + numaAddNumber(naval, max); + numaAddNumber(naloc, maxloc); + } + + if (pixadb) { /* show the raster locations for the peaks */ + gplot = gplotCreate("/tmp/lept/baseline/loc", GPLOT_PNG, "Peak locs", + "rasterline", "height"); + gplotAddPlot(gplot, naloc, naval, GPLOT_POINTS, "locs"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + pix2 = pixRead("/tmp/lept/baseline/loc.png"); + pixaAddPix(pixadb, pix2, L_INSERT); + } + numaDestroy(&naval); + + /* Generate an approximate profile of text line width. + * First, filter the boxes of text, where there may be + * more than one box for a given textline. */ + pix2 = pixMorphSequence(pix1, "r11 + c20.1 + o30.1 +c1.3", 0); + if (pixadb) pixaAddPix(pixadb, pix2, L_COPY); + boxa1 = pixConnComp(pix2, NULL, 4); + pixDestroy(&pix1); + pixDestroy(&pix2); + if (boxaGetCount(boxa1) == 0) { + numaDestroy(&naloc); + boxaDestroy(&boxa1); + L_INFO("no compnents after filtering\n", procName); + return NULL; + } + boxa2 = boxaTransform(boxa1, 0, 0, 4., 4.); + boxa3 = boxaSort(boxa2, L_SORT_BY_Y, L_SORT_INCREASING, NULL); + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + + /* Optionally, find the baseline segments */ + pta = NULL; + if (ppta) { + pta = ptaCreate(0); + *ppta = pta; + } + if (pta) { + nloc = numaGetCount(naloc); + nbox = boxaGetCount(boxa3); + for (i = 0; i < nbox; i++) { + boxaGetBoxGeometry(boxa3, i, &bx, &by, &bw, &bh); + for (j = 0; j < nloc; j++) { + numaGetIValue(naloc, j, &locval); + if (L_ABS(locval - (by + bh)) > 25) + continue; + ptaAddPt(pta, bx, locval); + ptaAddPt(pta, bx + bw, locval); + break; + } + } + } + boxaDestroy(&boxa3); + + if (pixadb && pta) { /* display baselines */ + l_int32 npts, x1, y1, x2, y2; + pix1 = pixConvertTo32(pixs); + npts = ptaGetCount(pta); + for (i = 0; i < npts; i += 2) { + ptaGetIPt(pta, i, &x1, &y1); + ptaGetIPt(pta, i + 1, &x2, &y2); + pixRenderLineArb(pix1, x1, y1, x2, y2, 2, 255, 0, 0); + } + pixWriteDebug("/tmp/lept/baseline/baselines.png", pix1, IFF_PNG); + pixaAddPix(pixadb, pixScale(pix1, 0.25, 0.25), L_INSERT); + pixDestroy(&pix1); + } + + return naloc; +} + + +/*---------------------------------------------------------------------* + * Projective transform to remove local skew * + *---------------------------------------------------------------------*/ +/*! + * \brief pixDeskewLocal() + * + * \param[in] pixs 1 bpp + * \param[in] nslices the number of horizontal overlapping slices; + * must be larger than 1 and not exceed 20; + * use 0 for default + * \param[in] redsweep sweep reduction factor: 1, 2, 4 or 8; + * use 0 for default value + * \param[in] redsearch search reduction factor: 1, 2, 4 or 8, and + * not larger than redsweep; use 0 for default value + * \param[in] sweeprange half the full range, assumed about 0; in degrees; + * use 0.0 for default value + * \param[in] sweepdelta angle increment of sweep; in degrees; + * use 0.0 for default value + * \param[in] minbsdelta min binary search increment angle; in degrees; + * use 0.0 for default value + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This function allows deskew of a page whose skew changes
+ *          approximately linearly with vertical position.  It uses
+ *          a projective transform that in effect does a differential
+ *          shear about the LHS of the page, and makes all text lines
+ *          horizontal.
+ *      (2) The origin of the keystoning can be either a cheap document
+ *          feeder that rotates the page as it is passed through, or a
+ *          camera image taken from either the left or right side
+ *          of the vertical.
+ *      (3) The image transformation is a projective warping,
+ *          not a rotation.  Apart from this function, the text lines
+ *          must be properly aligned vertically with respect to each
+ *          other.  This can be done by pre-processing the page; e.g.,
+ *          by rotating or horizontally shearing it.
+ *          Typically, this can be achieved by vertically aligning
+ *          the page edge.
+ *
+ */ +PIX * +pixDeskewLocal(PIX *pixs, + l_int32 nslices, + l_int32 redsweep, + l_int32 redsearch, + l_float32 sweeprange, + l_float32 sweepdelta, + l_float32 minbsdelta) +{ +l_int32 ret; +PIX *pixd; +PTA *ptas, *ptad; + + PROCNAME("pixDeskewLocal"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + + /* Skew array gives skew angle (deg) as fctn of raster line + * where it intersects the LHS of the image */ + ret = pixGetLocalSkewTransform(pixs, nslices, redsweep, redsearch, + sweeprange, sweepdelta, minbsdelta, + &ptas, &ptad); + if (ret != 0) + return (PIX *)ERROR_PTR("transform pts not found", procName, NULL); + + /* Use a projective transform */ + pixd = pixProjectiveSampledPta(pixs, ptad, ptas, L_BRING_IN_WHITE); + + ptaDestroy(&ptas); + ptaDestroy(&ptad); + return pixd; +} + + +/*---------------------------------------------------------------------* + * Determine the local skew * + *---------------------------------------------------------------------*/ +/*! + * \brief pixGetLocalSkewTransform() + * + * \param[in] pixs + * \param[in] nslices the number of horizontal overlapping slices; + * must be larger than 1 and not exceed 20; + * use 0 for default + * \param[in] redsweep sweep reduction factor: 1, 2, 4 or 8; + * use 0 for default value + * \param[in] redsearch search reduction factor: 1, 2, 4 or 8, and not + * larger than redsweep; use 0 for default value + * \param[in] sweeprange half the full range, assumed about 0; + * in degrees; use 0.0 for default value + * \param[in] sweepdelta angle increment of sweep; in degrees; + * use 0.0 for default value + * \param[in] minbsdelta min binary search increment angle; in degrees; + * use 0.0 for default value + * \param[out] pptas 4 points in the source + * \param[out] pptad the corresponding 4 pts in the dest + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This generates two pairs of points in the src, each pair
+ *          corresponding to a pair of points that would lie along
+ *          the same raster line in a transformed (dewarped) image.
+ *      (2) The sets of 4 src and 4 dest points returned by this function
+ *          can then be used, in a projective or bilinear transform,
+ *          to remove keystoning in the src.
+ *
+ */ +l_ok +pixGetLocalSkewTransform(PIX *pixs, + l_int32 nslices, + l_int32 redsweep, + l_int32 redsearch, + l_float32 sweeprange, + l_float32 sweepdelta, + l_float32 minbsdelta, + PTA **pptas, + PTA **pptad) +{ +l_int32 w, h, i; +l_float32 deg2rad, angr, angd, dely; +NUMA *naskew; +PTA *ptas, *ptad; + + PROCNAME("pixGetLocalSkewTransform"); + + if (!pptas || !pptad) + return ERROR_INT("&ptas and &ptad not defined", procName, 1); + *pptas = *pptad = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (nslices < 2 || nslices > 20) + nslices = DefaultSlices; + if (redsweep < 1 || redsweep > 8) + redsweep = DefaultSweepReduction; + if (redsearch < 1 || redsearch > redsweep) + redsearch = DefaultBsReduction; + if (sweeprange == 0.0) + sweeprange = DefaultSweepRange; + if (sweepdelta == 0.0) + sweepdelta = DefaultSweepDelta; + if (minbsdelta == 0.0) + minbsdelta = DefaultMinbsDelta; + + naskew = pixGetLocalSkewAngles(pixs, nslices, redsweep, redsearch, + sweeprange, sweepdelta, minbsdelta, + NULL, NULL, 0); + if (!naskew) + return ERROR_INT("naskew not made", procName, 1); + + deg2rad = 3.14159265 / 180.; + w = pixGetWidth(pixs); + h = pixGetHeight(pixs); + ptas = ptaCreate(4); + ptad = ptaCreate(4); + *pptas = ptas; + *pptad = ptad; + + /* Find i for skew line that intersects LHS at i and RHS at h / 20 */ + for (i = 0; i < h; i++) { + numaGetFValue(naskew, i, &angd); + angr = angd * deg2rad; + dely = w * tan(angr); + if (i - dely > 0.05 * h) + break; + } + ptaAddPt(ptas, 0, i); + ptaAddPt(ptas, w - 1, i - dely); + ptaAddPt(ptad, 0, i); + ptaAddPt(ptad, w - 1, i); + + /* Find i for skew line that intersects LHS at i and RHS at 19h / 20 */ + for (i = h - 1; i > 0; i--) { + numaGetFValue(naskew, i, &angd); + angr = angd * deg2rad; + dely = w * tan(angr); + if (i - dely < 0.95 * h) + break; + } + ptaAddPt(ptas, 0, i); + ptaAddPt(ptas, w - 1, i - dely); + ptaAddPt(ptad, 0, i); + ptaAddPt(ptad, w - 1, i); + + numaDestroy(&naskew); + return 0; +} + + +/*! + * \brief pixGetLocalSkewAngles() + * + * \param[in] pixs 1 bpp + * \param[in] nslices the number of horizontal overlapping slices; + * must be larger than 1 and not exceed 20; + * use 0 for default + * \param[in] redsweep sweep reduction factor: 1, 2, 4 or 8; + * use 0 for default value + * \param[in] redsearch search reduction factor: 1, 2, 4 or 8, and not + * larger than redsweep; use 0 for default value + * \param[in] sweeprange half the full range, assumed about 0; + * in degrees; use 0.0 for default value + * \param[in] sweepdelta angle increment of sweep; in degrees; + * use 0.0 for default value + * \param[in] minbsdelta min binary search increment angle; in degrees; + * use 0.0 for default value + * \param[out] pa [optional] slope of skew as fctn of y + * \param[out] pb [optional] intercept at y = 0 of skew, + 8 as a function of y + * \param[in] debug 1 for generating plot of skew angle vs. y; + * 0 otherwise + * \return naskew, or NULL on error + * + * 
+ * Notes:
+ *      (1) The local skew is measured in a set of overlapping strips.
+ *          We then do a least square linear fit parameters to get
+ *          the slope and intercept parameters a and b in
+ *              skew-angle = a * y + b  (degrees)
+ *          for the local skew as a function of raster line y.
+ *          This is then used to make naskew, which can be interpreted
+ *          as the computed skew angle (in degrees) at the left edge
+ *          of each raster line.
+ *      (2) naskew can then be used to find the baselines of text, because
+ *          each text line has a baseline that should intersect
+ *          the left edge of the image with the angle given by this
+ *          array, evaluated at the raster line of intersection.
+ *
+ */ +NUMA * +pixGetLocalSkewAngles(PIX *pixs, + l_int32 nslices, + l_int32 redsweep, + l_int32 redsearch, + l_float32 sweeprange, + l_float32 sweepdelta, + l_float32 minbsdelta, + l_float32 *pa, + l_float32 *pb, + l_int32 debug) +{ +l_int32 w, h, hs, i, ystart, yend, ovlap, npts; +l_float32 angle, conf, ycenter, a, b; +BOX *box; +GPLOT *gplot; +NUMA *naskew, *nax, *nay; +PIX *pix; +PTA *pta; + + PROCNAME("pixGetLocalSkewAngles"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (NUMA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (nslices < 2 || nslices > 20) + nslices = DefaultSlices; + if (redsweep < 1 || redsweep > 8) + redsweep = DefaultSweepReduction; + if (redsearch < 1 || redsearch > redsweep) + redsearch = DefaultBsReduction; + if (sweeprange == 0.0) + sweeprange = DefaultSweepRange; + if (sweepdelta == 0.0) + sweepdelta = DefaultSweepDelta; + if (minbsdelta == 0.0) + minbsdelta = DefaultMinbsDelta; + + pixGetDimensions(pixs, &w, &h, NULL); + hs = h / nslices; + ovlap = (l_int32)(OverlapFraction * hs); + pta = ptaCreate(nslices); + for (i = 0; i < nslices; i++) { + ystart = L_MAX(0, hs * i - ovlap); + yend = L_MIN(h - 1, hs * (i + 1) + ovlap); + ycenter = (l_float32)(ystart + yend) / 2; + box = boxCreate(0, ystart, w, yend - ystart + 1); + pix = pixClipRectangle(pixs, box, NULL); + pixFindSkewSweepAndSearch(pix, &angle, &conf, redsweep, redsearch, + sweeprange, sweepdelta, minbsdelta); + if (conf > MinAllowedConfidence) + ptaAddPt(pta, ycenter, angle); + pixDestroy(&pix); + boxDestroy(&box); + } + + /* Do linear least squares fit */ + if ((npts = ptaGetCount(pta)) < 2) { + ptaDestroy(&pta); + return (NUMA *)ERROR_PTR("can't fit skew", procName, NULL); + } + ptaGetLinearLSF(pta, &a, &b, NULL); + if (pa) *pa = a; + if (pb) *pb = b; + + /* Make skew angle array as function of raster line */ + naskew = numaCreate(h); + for (i = 0; i < h; i++) { + angle = a * i + b; + numaAddNumber(naskew, angle); + } + + if (debug) { + lept_mkdir("lept/baseline"); + ptaGetArrays(pta, &nax, &nay); + gplot = gplotCreate("/tmp/lept/baseline/skew", GPLOT_PNG, + "skew as fctn of y", "y (in raster lines from top)", + "angle (in degrees)"); + gplotAddPlot(gplot, NULL, naskew, GPLOT_POINTS, "linear lsf"); + gplotAddPlot(gplot, nax, nay, GPLOT_POINTS, "actual data pts"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + numaDestroy(&nax); + numaDestroy(&nay); + } + + ptaDestroy(&pta); + return naskew; +} diff --git a/3rdparty/hgOCR/leptonica/bbuffer.c b/3rdparty/hgOCR/leptonica/bbuffer.c new file mode 100644 index 00000000..8fffd1dc --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bbuffer.c @@ -0,0 +1,482 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bbuffer.c + * 
+ *
+ *      Create/Destroy BBuffer
+ *          L_BBUFFER      *bbufferCreate()
+ *          void           *bbufferDestroy()
+ *          l_uint8        *bbufferDestroyAndSaveData()
+ *
+ *      Operations to read data TO a BBuffer
+ *          l_int32         bbufferRead()
+ *          l_int32         bbufferReadStream()
+ *          l_int32         bbufferExtendArray()
+ *
+ *      Operations to write data FROM a BBuffer
+ *          l_int32         bbufferWrite()
+ *          l_int32         bbufferWriteStream()
+ *
+ *    The bbuffer is an implementation of a byte queue.
+ *    The bbuffer holds a byte array from which bytes are
+ *    processed in a first-in/first-out fashion.  As with
+ *    any queue, bbuffer maintains two "pointers," one to the
+ *    tail of the queue (where you read new bytes onto it)
+ *    and one to the head of the queue (where you start from
+ *    when writing bytes out of it.
+ *
+ *    The queue can be visualized:
+ *
+ * \code
+ *  byte 0                                           byte (nalloc - 1)
+ *       |                                                |
+ *       --------------------------------------------------
+ *                 H                             T
+ *       [   aw   ][  bytes currently on queue  ][  anr   ]
+ *
+ *       ---:  all allocated data in bbuffer
+ *       H:    queue head (ptr to next byte to be written out)
+ *       T:    queue tail (ptr to first byte to be written to)
+ *       aw:   already written from queue
+ *       anr:  allocated but not yet read to
+ * \endcode
+ *    The purpose of bbuffer is to allow you to safely read
+ *    bytes in, and to sequentially write them out as well.
+ *    In the process of writing bytes out, you don't actually
+ *    remove the bytes in the array; you just move the pointer
+ *    (nwritten) which points to the head of the queue.  In
+ *    the process of reading bytes in, you sometimes need to
+ *    expand the array size.  If a read is performed after a
+ *    write, so that the head of the queue is not at the
+ *    beginning of the array, the bytes already written are
+ *    first removed by copying the others over them; then the
+ *    new bytes are read onto the tail of the queue.
+ *
+ *    Note that the meaning of "read into" and "write from"
+ *    the bbuffer is OPPOSITE to that for a stream, where
+ *    you read "from" a stream and write "into" a stream.
+ *    As a mnemonic for remembering the direction:
+ *        ~ to read bytes from a stream into the bbuffer,
+ *          you call fread on the stream
+ *        ~ to write bytes from the bbuffer into a stream,
+ *          you call fwrite on the stream
+ *
+ *    See zlibmem.c for an example use of bbuffer, where we
+ *    compress and decompress an array of bytes in memory.
+ *
+ *    We can also use the bbuffer trivially to read from stdin
+ *    into memory; e.g., to capture bytes piped from the stdout
+ *    of another program.  This is equivalent to repeatedly
+ *    calling bbufferReadStream() until the input queue is empty.
+ *    This is implemented in l_binaryReadStream().
+ *
+ */ + +#include +#include "allheaders.h" + + /* Bounds on array size */ +static const l_uint32 MaxArraySize = 1000000000; /* 10^9 bytes */ +static const l_int32 InitialArraySize = 1024; /*!< n'importe quoi */ + +/*--------------------------------------------------------------------------* + * BBuffer create/destroy * + *--------------------------------------------------------------------------*/ +/*! + * \brief bbufferCreate() + * + * \param[in] indata address in memory [optional] + * \param[in] nalloc size of byte array to be alloc'd 0 for default + * \return bbuffer, or NULL on error + * + * 
+ * Notes:
+ *      (1) If a buffer address is given, you should read all the data in.
+ *      (2) Allocates a bbuffer with associated byte array of
+ *          the given size.  If a buffer address is given,
+ *          it then reads the number of bytes into the byte array.
+ *
+ */ +L_BBUFFER * +bbufferCreate(const l_uint8 *indata, + l_int32 nalloc) +{ +L_BBUFFER *bb; + + PROCNAME("bbufferCreate"); + + if (nalloc <= 0 || nalloc > MaxArraySize) + nalloc = InitialArraySize; + + bb = (L_BBUFFER *)LEPT_CALLOC(1, sizeof(L_BBUFFER)); + if ((bb->array = (l_uint8 *)LEPT_CALLOC(nalloc, sizeof(l_uint8))) == NULL) { + LEPT_FREE(bb); + return (L_BBUFFER *)ERROR_PTR("byte array not made", procName, NULL); + } + bb->nalloc = nalloc; + bb->nwritten = 0; + + if (indata) { + memcpy(bb->array, indata, nalloc); + bb->n = nalloc; + } else { + bb->n = 0; + } + + return bb; +} + + +/*! + * \brief bbufferDestroy() + * + * \param[in,out] pbb will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Destroys the byte array in the bbuffer and then the bbuffer;
+ *          then nulls the contents of the input ptr.
+ *
+ */ +void +bbufferDestroy(L_BBUFFER **pbb) +{ +L_BBUFFER *bb; + + PROCNAME("bbufferDestroy"); + + if (pbb == NULL) { + L_WARNING("ptr address is NULL\n", procName); + return; + } + + if ((bb = *pbb) == NULL) + return; + + if (bb->array) + LEPT_FREE(bb->array); + LEPT_FREE(bb); + *pbb = NULL; + + return; +} + + +/*! + * \brief bbufferDestroyAndSaveData() + * + * \param[in,out] pbb input data buffer; will be nulled + * \param[out] pnbytes number of bytes saved in array + * \return barray newly allocated array of data + * + * 
+ * Notes:
+ *      (1) Copies data to newly allocated array; then destroys the bbuffer.
+ *
+ */ +l_uint8 * +bbufferDestroyAndSaveData(L_BBUFFER **pbb, + size_t *pnbytes) +{ +l_uint8 *array; +size_t nbytes; +L_BBUFFER *bb; + + PROCNAME("bbufferDestroyAndSaveData"); + + if (pbb == NULL) { + L_WARNING("ptr address is NULL\n", procName); + return NULL; + } + if (pnbytes == NULL) { + L_WARNING("&nbytes is NULL\n", procName); + bbufferDestroy(pbb); + return NULL; + } + + if ((bb = *pbb) == NULL) + return NULL; + + /* write all unwritten bytes out to a new array */ + nbytes = bb->n - bb->nwritten; + *pnbytes = nbytes; + if ((array = (l_uint8 *)LEPT_CALLOC(nbytes, sizeof(l_uint8))) == NULL) { + L_WARNING("calloc failure for array\n", procName); + return NULL; + } + memcpy(array, bb->array + bb->nwritten, nbytes); + + bbufferDestroy(pbb); + return array; +} + + +/*--------------------------------------------------------------------------* + * Operations to read data INTO a BBuffer * + *--------------------------------------------------------------------------*/ +/*! + * \brief bbufferRead() + * + * \param[in] bb bbuffer + * \param[in] src source memory buffer from which bytes are read + * \param[in] nbytes bytes to be read + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) For a read after write, first remove the written
+ *          bytes by shifting the unwritten bytes in the array,
+ *          then check if there is enough room to add the new bytes.
+ *          If not, realloc with bbufferExpandArray(), resulting
+ *          in a second writing of the unwritten bytes.  While less
+ *          efficient, this is simpler than making a special case
+ *          of reallocNew().
+ *
+ */ +l_ok +bbufferRead(L_BBUFFER *bb, + l_uint8 *src, + l_int32 nbytes) +{ +l_int32 navail, nadd, nwritten; + + PROCNAME("bbufferRead"); + + if (!bb) + return ERROR_INT("bb not defined", procName, 1); + if (!src) + return ERROR_INT("src not defined", procName, 1); + if (nbytes == 0) + return ERROR_INT("no bytes to read", procName, 1); + + if ((nwritten = bb->nwritten)) { /* move the unwritten bytes over */ + memmove(bb->array, bb->array + nwritten, bb->n - nwritten); + bb->nwritten = 0; + bb->n -= nwritten; + } + + /* If necessary, expand the allocated array. Do so by + * by at least a factor of two. */ + navail = bb->nalloc - bb->n; + if (nbytes > navail) { + nadd = L_MAX(bb->nalloc, nbytes); + bbufferExtendArray(bb, nadd); + } + + /* Read in the new bytes */ + memcpy(bb->array + bb->n, src, nbytes); + bb->n += nbytes; + + return 0; +} + + +/*! + * \brief bbufferReadStream() + * + * \param[in] bb bbuffer + * \param[in] fp source stream from which bytes are read + * \param[in] nbytes bytes to be read + * \return 0 if OK, 1 on error + */ +l_ok +bbufferReadStream(L_BBUFFER *bb, + FILE *fp, + l_int32 nbytes) +{ +l_int32 navail, nadd, nread, nwritten; + + PROCNAME("bbufferReadStream"); + + if (!bb) + return ERROR_INT("bb not defined", procName, 1); + if (!fp) + return ERROR_INT("fp not defined", procName, 1); + if (nbytes == 0) + return ERROR_INT("no bytes to read", procName, 1); + + if ((nwritten = bb->nwritten)) { /* move any unwritten bytes over */ + memmove(bb->array, bb->array + nwritten, bb->n - nwritten); + bb->nwritten = 0; + bb->n -= nwritten; + } + + /* If necessary, expand the allocated array. Do so by + * by at least a factor of two. */ + navail = bb->nalloc - bb->n; + if (nbytes > navail) { + nadd = L_MAX(bb->nalloc, nbytes); + bbufferExtendArray(bb, nadd); + } + + /* Read in the new bytes */ + nread = fread(bb->array + bb->n, 1, nbytes, fp); + bb->n += nread; + + return 0; +} + + +/*! + * \brief bbufferExtendArray() + * + * \param[in] bb bbuffer + * \param[in] nbytes number of bytes to extend array size + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) reallocNew() copies all bb->nalloc bytes, even though
+ *          only bb->n are data.
+ *
+ */ +l_ok +bbufferExtendArray(L_BBUFFER *bb, + l_int32 nbytes) +{ + PROCNAME("bbufferExtendArray"); + + if (!bb) + return ERROR_INT("bb not defined", procName, 1); + + if ((bb->array = (l_uint8 *)reallocNew((void **)&bb->array, + bb->nalloc, + bb->nalloc + nbytes)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + bb->nalloc += nbytes; + return 0; +} + + +/*--------------------------------------------------------------------------* + * Operations to write data FROM a BBuffer * + *--------------------------------------------------------------------------*/ +/*! + * \brief bbufferWrite() + * + * \param[in] bb bbuffer + * \param[in] dest dest memory buffer to which bytes are written + * \param[in] nbytes bytes requested to be written + * \param[out] pnout bytes actually written + * \return 0 if OK, 1 on error + */ +l_ok +bbufferWrite(L_BBUFFER *bb, + l_uint8 *dest, + size_t nbytes, + size_t *pnout) +{ +size_t nleft, nout; + + PROCNAME("bbufferWrite"); + + if (!bb) + return ERROR_INT("bb not defined", procName, 1); + if (!dest) + return ERROR_INT("dest not defined", procName, 1); + if (nbytes <= 0) + return ERROR_INT("no bytes requested to write", procName, 1); + if (!pnout) + return ERROR_INT("&nout not defined", procName, 1); + + nleft = bb->n - bb->nwritten; + nout = L_MIN(nleft, nbytes); + *pnout = nout; + + if (nleft == 0) { /* nothing to write; reinitialize the buffer */ + bb->n = 0; + bb->nwritten = 0; + return 0; + } + + /* nout > 0; transfer the data out */ + memcpy(dest, bb->array + bb->nwritten, nout); + bb->nwritten += nout; + + /* If all written; "empty" the buffer */ + if (nout == nleft) { + bb->n = 0; + bb->nwritten = 0; + } + + return 0; +} + + +/*! + * \brief bbufferWriteStream() + * + * \param[in] bb bbuffer + * \param[in] fp dest stream to which bytes are written + * \param[in] nbytes bytes requested to be written + * \param[out] pnout bytes actually written + * \return 0 if OK, 1 on error + */ +l_ok +bbufferWriteStream(L_BBUFFER *bb, + FILE *fp, + size_t nbytes, + size_t *pnout) +{ +size_t nleft, nout; + + PROCNAME("bbufferWriteStream"); + + if (!bb) + return ERROR_INT("bb not defined", procName, 1); + if (!fp) + return ERROR_INT("output stream not defined", procName, 1); + if (nbytes <= 0) + return ERROR_INT("no bytes requested to write", procName, 1); + if (!pnout) + return ERROR_INT("&nout not defined", procName, 1); + + nleft = bb->n - bb->nwritten; + nout = L_MIN(nleft, nbytes); + *pnout = nout; + + if (nleft == 0) { /* nothing to write; reinitialize the buffer */ + bb->n = 0; + bb->nwritten = 0; + return 0; + } + + /* nout > 0; transfer the data out */ + fwrite(bb->array + bb->nwritten, 1, nout, fp); + bb->nwritten += nout; + + /* If all written; "empty" the buffer */ + if (nout == nleft) { + bb->n = 0; + bb->nwritten = 0; + } + + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/bbuffer.h b/3rdparty/hgOCR/leptonica/bbuffer.h new file mode 100644 index 00000000..945cbb0f --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bbuffer.h @@ -0,0 +1,60 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_BBUFFER_H +#define LEPTONICA_BBUFFER_H + +/*! + * \file bbuffer.h + * + * 
+ *      Expandable byte buffer for reading data in from memory and
+ *      writing data out to other memory.
+ *
+ *      This implements a queue of bytes, so data read in is put
+ *      on the "back" of the queue (i.e., the end of the byte array)
+ *      and data written out is taken from the "front" of the queue
+ *      (i.e., from an index marker "nwritten" that is initially set at
+ *      the beginning of the array.)  As usual with expandable
+ *      arrays, we keep the size of the allocated array and the
+ *      number of bytes that have been read into the array.
+ *
+ *      For implementation details, see bbuffer.c.
+ *
+ */ + +/*! Expandable byte buffer for memory read/write operations */ +struct L_ByteBuffer +{ + l_int32 nalloc; /*!< size of allocated byte array */ + l_int32 n; /*!< number of bytes read into to the array */ + l_int32 nwritten; /*!< number of bytes written from the array */ + l_uint8 *array; /*!< byte array */ +}; +typedef struct L_ByteBuffer L_BBUFFER; + + +#endif /* LEPTONICA_BBUFFER_H */ diff --git a/3rdparty/hgOCR/leptonica/bilateral.c b/3rdparty/hgOCR/leptonica/bilateral.c new file mode 100644 index 00000000..2cc7eabc --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bilateral.c @@ -0,0 +1,810 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bilateral.c + * 
+ *
+ *     Top level approximate separable grayscale or color bilateral filtering
+ *          PIX                 *pixBilateral()
+ *          PIX                 *pixBilateralGray()
+ *
+ *     Implementation of approximate separable bilateral filter
+ *          static L_BILATERAL  *bilateralCreate()
+ *          static void         *bilateralDestroy()
+ *          static PIX          *bilateralApply()
+ *
+ *     Slow, exact implementation of grayscale or color bilateral filtering
+ *          PIX                 *pixBilateralExact()
+ *          PIX                 *pixBilateralGrayExact()
+ *          PIX                 *pixBlockBilateralExact()
+ *
+ *     Kernel helper function
+ *          L_KERNEL            *makeRangeKernel()
+ *
+ *  This includes both a slow, exact implementation of the bilateral
+ *  filter algorithm (given by Sylvain Paris and Frédo Durand),
+ *  and a fast, approximate and separable implementation (following
+ *  Yang, Tan and Ahuja).  See bilateral.h for algorithmic details.
+ *
+ *  The bilateral filter has the nice property of applying a gaussian
+ *  filter to smooth parts of the image that don't vary too quickly,
+ *  while at the same time preserving edges.  The filter is nonlinear
+ *  and cannot be decomposed into two separable filters; however,
+ *  there exists an approximate method that is separable.  To further
+ *  speed up the separable implementation, you can generate the
+ *  intermediate data at reduced resolution.
+ *
+ *  The full kernel is composed of two parts: a spatial gaussian filter
+ *  and a nonlinear "range" filter that depends on the intensity difference
+ *  between the reference pixel at the spatial kernel origin and any other
+ *  pixel within the kernel support.
+ *
+ *  In our implementations, the range filter is a parameterized,
+ *  one-sided, 256-element, monotonically decreasing gaussian function
+ *  of the absolute value of the difference between pixel values; namely,
+ *  abs(I2 - I1).  In general, any decreasing function can be used,
+ *  and more generally,  any two-dimensional kernel can be used if
+ *  you wish to relax the 'abs' condition.  (In that case, the range
+ *  filter can be 256 x 256).
+ *
+ */ + +#include +#include "allheaders.h" +#include "bilateral.h" + +static L_BILATERAL *bilateralCreate(PIX *pixs, l_float32 spatial_stdev, + l_float32 range_stdev, l_int32 ncomps, + l_int32 reduction); +static PIX *bilateralApply(L_BILATERAL *bil); +static void bilateralDestroy(L_BILATERAL **pbil); + + +#ifndef NO_CONSOLE_IO +#define DEBUG_BILATERAL 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*--------------------------------------------------------------------------* + * Top level approximate separable grayscale or color bilateral filtering * + *--------------------------------------------------------------------------*/ +/*! + * \brief pixBilateral() + * + * \param[in] pixs 8 bpp gray or 32 bpp rgb, no colormap + * \param[in] spatial_stdev of gaussian kernel; in pixels, > 0.5 + * \param[in] range_stdev of gaussian range kernel; > 5.0; typ. 50.0 + * \param[in] ncomps number of intermediate sums J(k,x); + * in [4 ... 30] + * \param[in] reduction 1, 2 or 4 + * \return pixd bilateral filtered image, or NULL on error + * + * 
+ * Notes:
+ *      (1) This performs a relatively fast, separable bilateral
+ *          filtering operation.  The time is proportional to ncomps
+ *          and varies inversely approximately as the cube of the
+ *          reduction factor.  See bilateral.h for algorithm details.
+ *      (2) We impose minimum values for range_stdev and ncomps to
+ *          avoid nasty artifacts when either are too small.  We also
+ *          impose a constraint on their product:
+ *               ncomps * range_stdev >= 100.
+ *          So for values of range_stdev >= 25, ncomps can be as small as 4.
+ *          Here is a qualitative, intuitive explanation for this constraint.
+ *          Call the difference in k values between the J(k) == 'delta', where
+ *              'delta' ~ 200 / ncomps
+ *          Then this constraint is roughly equivalent to the condition:
+ *              'delta' < 2 * range_stdev
+ *          Note that at an intensity difference of (2 * range_stdev), the
+ *          range part of the kernel reduces the effect by the factor 0.14.
+ *          This constraint requires that we have a sufficient number of
+ *          PCBs (i.e, a small enough 'delta'), so that for any value of
+ *          image intensity I, there exists a k (and a PCB, J(k), such that
+ *              |I - k| < range_stdev
+ *          Any fewer PCBs and we don't have enough to support this condition.
+ *      (3) The upper limit of 30 on ncomps is imposed because the
+ *          gain in accuracy is not worth the extra computation.
+ *      (4) The size of the gaussian kernel is twice the spatial_stdev
+ *          on each side of the origin.  The minimum value of
+ *          spatial_stdev, 0.5, is required to have a finite sized
+ *          spatial kernel.  In practice, a much larger value is used.
+ *      (5) Computation of the intermediate images goes inversely
+ *          as the cube of the reduction factor.  If you can use a
+ *          reduction of 2 or 4, it is well-advised.
+ *      (6) The range kernel is defined over the absolute value of pixel
+ *          grayscale differences, and hence must have size 256 x 1.
+ *          Values in the array represent the multiplying weight
+ *          depending on the absolute gray value difference between
+ *          the source pixel and the neighboring pixel, and should
+ *          be monotonically decreasing.
+ *      (7) Interesting observation.  Run this on prog/fish24.jpg, with
+ *          range_stdev = 60, ncomps = 6, and spatial_dev = {10, 30, 50}.
+ *          As spatial_dev gets larger, we get the counter-intuitive
+ *          result that the body of the red fish becomes less blurry.
+ *
+ */ +PIX * +pixBilateral(PIX *pixs, + l_float32 spatial_stdev, + l_float32 range_stdev, + l_int32 ncomps, + l_int32 reduction) +{ +l_int32 d; +l_float32 sstdev; /* scaled spatial stdev */ +PIX *pixt, *pixr, *pixg, *pixb, *pixd; + + PROCNAME("pixBilateral"); + + if (!pixs || pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs not defined or cmapped", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + if (reduction != 1 && reduction != 2 && reduction != 4) + return (PIX *)ERROR_PTR("reduction invalid", procName, NULL); + sstdev = spatial_stdev / (l_float32)reduction; /* reduced spat. stdev */ + if (sstdev < 0.5) + return (PIX *)ERROR_PTR("sstdev < 0.5", procName, NULL); + if (range_stdev <= 5.0) + return (PIX *)ERROR_PTR("range_stdev <= 5.0", procName, NULL); + if (ncomps < 4 || ncomps > 30) + return (PIX *)ERROR_PTR("ncomps not in [4 ... 30]", procName, NULL); + if (ncomps * range_stdev < 100.0) + return (PIX *)ERROR_PTR("ncomps * range_stdev < 100.0", procName, NULL); + + if (d == 8) + return pixBilateralGray(pixs, spatial_stdev, range_stdev, + ncomps, reduction); + + pixt = pixGetRGBComponent(pixs, COLOR_RED); + pixr = pixBilateralGray(pixt, spatial_stdev, range_stdev, ncomps, + reduction); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_GREEN); + pixg = pixBilateralGray(pixt, spatial_stdev, range_stdev, ncomps, + reduction); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_BLUE); + pixb = pixBilateralGray(pixt, spatial_stdev, range_stdev, ncomps, + reduction); + pixDestroy(&pixt); + pixd = pixCreateRGBImage(pixr, pixg, pixb); + pixDestroy(&pixr); + pixDestroy(&pixg); + pixDestroy(&pixb); + return pixd; +} + + +/*! + * \brief pixBilateralGray() + * + * \param[in] pixs 8 bpp gray + * \param[in] spatial_stdev of gaussian kernel; in pixels, > 0.5 + * \param[in] range_stdev of gaussian range kernel; > 5.0; typ. 50.0 + * \param[in] ncomps number of intermediate sums J(k,x); + * in [4 ... 30] + * \param[in] reduction 1, 2 or 4 + * \return pixd 8 bpp bilateral filtered image, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixBilateral() for constraints on the input parameters.
+ *      (2) See pixBilateral() for algorithm details.
+ *
+ */ +PIX * +pixBilateralGray(PIX *pixs, + l_float32 spatial_stdev, + l_float32 range_stdev, + l_int32 ncomps, + l_int32 reduction) +{ +l_float32 sstdev; /* scaled spatial stdev */ +PIX *pixd; +L_BILATERAL *bil; + + PROCNAME("pixBilateralGray"); + + if (!pixs || pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs not defined or cmapped", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp gray", procName, NULL); + if (reduction != 1 && reduction != 2 && reduction != 4) + return (PIX *)ERROR_PTR("reduction invalid", procName, NULL); + sstdev = spatial_stdev / (l_float32)reduction; /* reduced spat. stdev */ + if (sstdev < 0.5) + return (PIX *)ERROR_PTR("sstdev < 0.5", procName, NULL); + if (range_stdev <= 5.0) + return (PIX *)ERROR_PTR("range_stdev <= 5.0", procName, NULL); + if (ncomps < 4 || ncomps > 30) + return (PIX *)ERROR_PTR("ncomps not in [4 ... 30]", procName, NULL); + if (ncomps * range_stdev < 100.0) + return (PIX *)ERROR_PTR("ncomps * range_stdev < 100.0", procName, NULL); + + bil = bilateralCreate(pixs, spatial_stdev, range_stdev, ncomps, reduction); + if (!bil) return (PIX *)ERROR_PTR("bil not made", procName, NULL); + pixd = bilateralApply(bil); + bilateralDestroy(&bil); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Implementation of approximate separable bilateral filter * + *----------------------------------------------------------------------*/ +/*! + * \brief bilateralCreate() + * + * \param[in] pixs 8 bpp gray, no colormap + * \param[in] spatial_stdev of gaussian kernel; in pixels, > 0.5 + * \param[in] range_stdev of gaussian range kernel; > 5.0; typ. 50.0 + * \param[in] ncomps number of intermediate sums J(k,x); + * in [4 ... 30] + * \param[in] reduction 1, 2 or 4 + * \return bil, or NULL on error + * + * 
+ * Notes:
+ *      (1) This initializes a bilateral filtering operation, generating all
+ *          the data required.  It takes most of the time in the bilateral
+ *          filtering operation.
+ *      (2) See bilateral.h for details of the algorithm.
+ *      (3) See pixBilateral() for constraints on input parameters, which
+ *          are not checked here.
+ *
+ */ +static L_BILATERAL * +bilateralCreate(PIX *pixs, + l_float32 spatial_stdev, + l_float32 range_stdev, + l_int32 ncomps, + l_int32 reduction) +{ +l_int32 w, ws, wd, h, hs, hd, i, j, k, index; +l_int32 border, minval, maxval, spatial_size; +l_int32 halfwidth, wpls, wplt, wpld, kval, nval, dval; +l_float32 sstdev, fval1, fval2, denom, sum, norm, kern; +l_int32 *nc, *kindex; +l_float32 *kfract, *range, *spatial; +l_uint32 *datas, *datat, *datad, *lines, *linet, *lined; +L_BILATERAL *bil; +PIX *pixt, *pixt2, *pixsc, *pixd; +PIXA *pixac; + + PROCNAME("bilateralCreate"); + + sstdev = spatial_stdev / (l_float32)reduction; /* reduced spat. stdev */ + if ((bil = (L_BILATERAL *)LEPT_CALLOC(1, sizeof(L_BILATERAL))) == NULL) + return (L_BILATERAL *)ERROR_PTR("bil not made", procName, NULL); + bil->spatial_stdev = sstdev; + bil->range_stdev = range_stdev; + bil->reduction = reduction; + bil->ncomps = ncomps; + + if (reduction == 1) { + pixt = pixClone(pixs); + } else if (reduction == 2) { + pixt = pixScaleAreaMap2(pixs); + } else { /* reduction == 4) */ + pixt2 = pixScaleAreaMap2(pixs); + pixt = pixScaleAreaMap2(pixt2); + pixDestroy(&pixt2); + } + + pixGetExtremeValue(pixt, 1, L_SELECT_MIN, NULL, NULL, NULL, &minval); + pixGetExtremeValue(pixt, 1, L_SELECT_MAX, NULL, NULL, NULL, &maxval); + bil->minval = minval; + bil->maxval = maxval; + + border = (l_int32)(2 * sstdev + 1); + pixsc = pixAddMirroredBorder(pixt, border, border, border, border); + bil->pixsc = pixsc; + pixDestroy(&pixt); + bil->pixs = pixClone(pixs); + + + /* -------------------------------------------------------------------- * + * Generate arrays for interpolation of J(k,x): + * (1.0 - kfract[.]) * J(kindex[.], x) + kfract[.] * J(kindex[.] + 1, x), + * where I(x) is the index into kfract[] and kindex[], + * and x is an index into the 2D image array. + * -------------------------------------------------------------------- */ + /* nc is the set of k values to be used in J(k,x) */ + nc = (l_int32 *)LEPT_CALLOC(ncomps, sizeof(l_int32)); + for (i = 0; i < ncomps; i++) + nc[i] = minval + i * (maxval - minval) / (ncomps - 1); + bil->nc = nc; + + /* kindex maps from intensity I(x) to the lower k index for J(k,x) */ + kindex = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + for (i = minval, k = 0; i <= maxval && k < ncomps - 1; k++) { + fval2 = nc[k + 1]; + while (i < fval2) { + kindex[i] = k; + i++; + } + } + kindex[maxval] = ncomps - 2; + bil->kindex = kindex; + + /* kfract maps from intensity I(x) to the fraction of J(k+1,x) used */ + kfract = (l_float32 *)LEPT_CALLOC(256, sizeof(l_float32)); /* from lower */ + for (i = minval, k = 0; i <= maxval && k < ncomps - 1; k++) { + fval1 = nc[k]; + fval2 = nc[k + 1]; + while (i < fval2) { + kfract[i] = (l_float32)(i - fval1) / (l_float32)(fval2 - fval1); + i++; + } + } + kfract[maxval] = 1.0; + bil->kfract = kfract; + +#if DEBUG_BILATERAL + for (i = minval; i <= maxval; i++) + fprintf(stderr, "kindex[%d] = %d; kfract[%d] = %5.3f\n", + i, kindex[i], i, kfract[i]); + for (i = 0; i < ncomps; i++) + fprintf(stderr, "nc[%d] = %d\n", i, nc[i]); +#endif /* DEBUG_BILATERAL */ + + + /* -------------------------------------------------------------------- * + * Generate 1-D kernel arrays (spatial and range) * + * -------------------------------------------------------------------- */ + spatial_size = 2 * sstdev + 1; + spatial = (l_float32 *)LEPT_CALLOC(spatial_size, sizeof(l_float32)); + denom = 2. * sstdev * sstdev; + for (i = 0; i < spatial_size; i++) + spatial[i] = expf(-(l_float32)(i * i) / denom); + bil->spatial = spatial; + + range = (l_float32 *)LEPT_CALLOC(256, sizeof(l_float32)); + denom = 2. * range_stdev * range_stdev; + for (i = 0; i < 256; i++) + range[i] = expf(-(l_float32)(i * i) / denom); + bil->range = range; + + + /* -------------------------------------------------------------------- * + * Generate principal bilateral component images * + * -------------------------------------------------------------------- */ + pixac = pixaCreate(ncomps); + pixGetDimensions(pixsc, &ws, &hs, NULL); + datas = pixGetData(pixsc); + wpls = pixGetWpl(pixsc); + pixGetDimensions(pixs, &w, &h, NULL); + wd = (w + reduction - 1) / reduction; + hd = (h + reduction - 1) / reduction; + halfwidth = (l_int32)(2.0 * sstdev); + for (index = 0; index < ncomps; index++) { + pixt = pixCopy(NULL, pixsc); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + kval = nc[index]; + /* Separable convolutions: horizontal first */ + for (i = 0; i < hd; i++) { + lines = datas + (border + i) * wpls; + linet = datat + (border + i) * wplt; + for (j = 0; j < wd; j++) { + sum = 0.0; + norm = 0.0; + for (k = -halfwidth; k <= halfwidth; k++) { + nval = GET_DATA_BYTE(lines, border + j + k); + kern = spatial[L_ABS(k)] * range[L_ABS(kval - nval)]; + sum += kern * nval; + norm += kern; + } + dval = (l_int32)((sum / norm) + 0.5); + SET_DATA_BYTE(linet, border + j, dval); + } + } + /* Vertical convolution */ + pixd = pixCreate(wd, hd, 8); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < hd; i++) { + linet = datat + (border + i) * wplt; + lined = datad + i * wpld; + for (j = 0; j < wd; j++) { + sum = 0.0; + norm = 0.0; + for (k = -halfwidth; k <= halfwidth; k++) { + nval = GET_DATA_BYTE(linet + k * wplt, border + j); + kern = spatial[L_ABS(k)] * range[L_ABS(kval - nval)]; + sum += kern * nval; + norm += kern; + } + dval = (l_int32)((sum / norm) + 0.5); + SET_DATA_BYTE(lined, j, dval); + } + } + pixDestroy(&pixt); + pixaAddPix(pixac, pixd, L_INSERT); + } + bil->pixac = pixac; + bil->lineset = (l_uint32 ***)pixaGetLinePtrs(pixac, NULL); + + return bil; +} + + +/*! + * \brief bilateralApply() + * + * \param[in] bil + * \return pixd + */ +static PIX * +bilateralApply(L_BILATERAL *bil) +{ +l_int32 i, j, k, ired, jred, w, h, wpls, wpld, ncomps, reduction; +l_int32 vals, vald, lowval, hival; +l_int32 *kindex; +l_float32 fract; +l_float32 *kfract; +l_uint32 *lines, *lined, *datas, *datad; +l_uint32 ***lineset = NULL; /* for set of PBC */ +PIX *pixs, *pixd; +PIXA *pixac; + + PROCNAME("bilateralApply"); + + if (!bil) + return (PIX *)ERROR_PTR("bil not defined", procName, NULL); + pixs = bil->pixs; + ncomps = bil->ncomps; + kindex = bil->kindex; + kfract = bil->kfract; + reduction = bil->reduction; + pixac = bil->pixac; + lineset = bil->lineset; + if (pixaGetCount(pixac) != ncomps) + return (PIX *)ERROR_PTR("PBC images do not exist", procName, NULL); + + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + pixGetDimensions(pixs, &w, &h, NULL); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + ired = i / reduction; + for (j = 0; j < w; j++) { + jred = j / reduction; + vals = GET_DATA_BYTE(lines, j); + k = kindex[vals]; + lowval = GET_DATA_BYTE(lineset[k][ired], jred); + hival = GET_DATA_BYTE(lineset[k + 1][ired], jred); + fract = kfract[vals]; + vald = (l_int32)((1.0 - fract) * lowval + fract * hival + 0.5); + SET_DATA_BYTE(lined, j, vald); + } + } + + return pixd; +} + + +/*! + * \brief bilateralDestroy() + * + * \param[in,out] pbil will be set to null before returning + */ +static void +bilateralDestroy(L_BILATERAL **pbil) +{ +l_int32 i; +L_BILATERAL *bil; + + PROCNAME("bilateralDestroy"); + + if (pbil == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((bil = *pbil) == NULL) + return; + + pixDestroy(&bil->pixs); + pixDestroy(&bil->pixsc); + pixaDestroy(&bil->pixac); + LEPT_FREE(bil->spatial); + LEPT_FREE(bil->range); + LEPT_FREE(bil->nc); + LEPT_FREE(bil->kindex); + LEPT_FREE(bil->kfract); + for (i = 0; i < bil->ncomps; i++) + LEPT_FREE(bil->lineset[i]); + LEPT_FREE(bil->lineset); + LEPT_FREE(bil); + *pbil = NULL; + return; +} + + +/*----------------------------------------------------------------------* + * Exact implementation of grayscale or color bilateral filtering * + *----------------------------------------------------------------------*/ +/*! + * \brief pixBilateralExact() + * + * \param[in] pixs 8 bpp gray or 32 bpp rgb + * \param[in] spatial_kel gaussian kernel + * \param[in] range_kel [optional] 256 x 1, monotonically decreasing + * \return pixd 8 bpp bilateral filtered image + * + * 
+ * Notes:
+ *      (1) The spatial_kel is a conventional smoothing kernel, typically a
+ *          2-d Gaussian kernel or other block kernel.  It can be either
+ *          normalized or not, but must be everywhere positive.
+ *      (2) The range_kel is defined over the absolute value of pixel
+ *          grayscale differences, and hence must have size 256 x 1.
+ *          Values in the array represent the multiplying weight for each
+ *          gray value difference between the target pixel and center of the
+ *          kernel, and should be monotonically decreasing.
+ *      (3) If range_kel == NULL, a constant weight is applied regardless
+ *          of the range value difference.  This degenerates to a regular
+ *          pixConvolve() with a normalized kernel.
+ *
+ */ +PIX * +pixBilateralExact(PIX *pixs, + L_KERNEL *spatial_kel, + L_KERNEL *range_kel) +{ +l_int32 d; +PIX *pixt, *pixr, *pixg, *pixb, *pixd; + + PROCNAME("pixBilateralExact"); + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetColormap(pixs) != NULL) + return (PIX *)ERROR_PTR("pixs is cmapped", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + if (!spatial_kel) + return (PIX *)ERROR_PTR("spatial_ke not defined", procName, NULL); + + if (d == 8) { + return pixBilateralGrayExact(pixs, spatial_kel, range_kel); + } else { /* d == 32 */ + pixt = pixGetRGBComponent(pixs, COLOR_RED); + pixr = pixBilateralGrayExact(pixt, spatial_kel, range_kel); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_GREEN); + pixg = pixBilateralGrayExact(pixt, spatial_kel, range_kel); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_BLUE); + pixb = pixBilateralGrayExact(pixt, spatial_kel, range_kel); + pixDestroy(&pixt); + pixd = pixCreateRGBImage(pixr, pixg, pixb); + + pixDestroy(&pixr); + pixDestroy(&pixg); + pixDestroy(&pixb); + return pixd; + } +} + + +/*! + * \brief pixBilateralGrayExact() + * + * \param[in] pixs 8 bpp gray + * \param[in] spatial_kel gaussian kernel + * \param[in] range_kel [optional] 256 x 1, monotonically decreasing + * \return pixd 8 bpp bilateral filtered image + * + * 
+ * Notes:
+ *      (1) See pixBilateralExact().
+ *
+ */ +PIX * +pixBilateralGrayExact(PIX *pixs, + L_KERNEL *spatial_kel, + L_KERNEL *range_kel) +{ +l_int32 i, j, id, jd, k, m, w, h, d, sx, sy, cx, cy, wplt, wpld; +l_int32 val, center_val; +l_uint32 *datat, *datad, *linet, *lined; +l_float32 sum, weight_sum, weight; +L_KERNEL *keli; +PIX *pixt, *pixd; + + PROCNAME("pixBilateralGrayExact"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs must be gray", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (!spatial_kel) + return (PIX *)ERROR_PTR("spatial kel not defined", procName, NULL); + + if (!range_kel) + return pixConvolve(pixs, spatial_kel, 8, 1); + if (range_kel->sx != 256 || range_kel->sy != 1) + return (PIX *)ERROR_PTR("range kel not {256 x 1", procName, NULL); + + keli = kernelInvert(spatial_kel); + kernelGetParameters(keli, &sy, &sx, &cy, &cx); + if ((pixt = pixAddMirroredBorder(pixs, cx, sx - cx, cy, sy - cy)) == NULL) { + kernelDestroy(&keli); + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + + pixd = pixCreate(w, h, 8); + datat = pixGetData(pixt); + datad = pixGetData(pixd); + wplt = pixGetWpl(pixt); + wpld = pixGetWpl(pixd); + for (i = 0, id = 0; id < h; i++, id++) { + lined = datad + id * wpld; + for (j = 0, jd = 0; jd < w; j++, jd++) { + center_val = GET_DATA_BYTE(datat + (i + cy) * wplt, j + cx); + weight_sum = 0.0; + sum = 0.0; + for (k = 0; k < sy; k++) { + linet = datat + (i + k) * wplt; + for (m = 0; m < sx; m++) { + val = GET_DATA_BYTE(linet, j + m); + weight = keli->data[k][m] * + range_kel->data[0][L_ABS(center_val - val)]; + weight_sum += weight; + sum += val * weight; + } + } + SET_DATA_BYTE(lined, jd, (l_int32)(sum / weight_sum + 0.5)); + } + } + + kernelDestroy(&keli); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixBlockBilateralExact() + * + * \param[in] pixs 8 bpp gray or 32 bpp rgb + * \param[in] spatial_stdev must be > 0.0 + * \param[in] range_stdev must be > 0.0 + * \return pixd 8 bpp or 32 bpp bilateral filtered image + * + * 
+ * Notes:
+ *      (1) See pixBilateralExact().  This provides an interface using
+ *          the standard deviations of the spatial and range filters.
+ *      (2) The convolution window halfwidth is 2 * spatial_stdev,
+ *          and the square filter size is 4 * spatial_stdev + 1.
+ *          The kernel captures 95% of total energy.  This is compensated
+ *          by normalization.
+ *      (3) The range_stdev is analogous to spatial_halfwidth in the
+ *          grayscale domain [0...255], and determines how much damping of the
+ *          smoothing operation is applied across edges.  The larger this
+ *          value is, the smaller the damping.  The smaller the value, the
+ *          more edge details are preserved.  These approximations are useful
+ *          for deciding the appropriate cutoff.
+ *              kernel[1 * stdev] ~= 0.6  * kernel[0]
+ *              kernel[2 * stdev] ~= 0.14 * kernel[0]
+ *              kernel[3 * stdev] ~= 0.01 * kernel[0]
+ *          If range_stdev is infinite there is no damping, and this
+ *          becomes a conventional gaussian smoothing.
+ *          This value does not affect the run time.
+ *      (4) If range_stdev is negative or zero, the range kernel is
+ *          ignored and this degenerates to a straight gaussian convolution.
+ *      (5) This is very slow for large spatial filters.  The time
+ *          on a 3GHz pentium is roughly
+ *             T = 1.2 * 10^-8 * (A * sh^2)  sec
+ *          where A = # of pixels, sh = spatial halfwidth of filter.
+ *
+ */ +PIX* +pixBlockBilateralExact(PIX *pixs, + l_float32 spatial_stdev, + l_float32 range_stdev) +{ +l_int32 d, halfwidth; +L_KERNEL *spatial_kel, *range_kel; +PIX *pixd; + + PROCNAME("pixBlockBilateralExact"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + if (pixGetColormap(pixs) != NULL) + return (PIX *)ERROR_PTR("pixs is cmapped", procName, NULL); + if (spatial_stdev <= 0.0) + return (PIX *)ERROR_PTR("invalid spatial stdev", procName, NULL); + if (range_stdev <= 0.0) + return (PIX *)ERROR_PTR("invalid range stdev", procName, NULL); + + halfwidth = 2 * spatial_stdev; + spatial_kel = makeGaussianKernel(halfwidth, halfwidth, spatial_stdev, 1.0); + range_kel = makeRangeKernel(range_stdev); + pixd = pixBilateralExact(pixs, spatial_kel, range_kel); + kernelDestroy(&spatial_kel); + kernelDestroy(&range_kel); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Kernel helper function * + *----------------------------------------------------------------------*/ +/*! + * \brief makeRangeKernel() + * + * \param[in] range_stdev must be > 0.0 + * \return kel, or NULL on error + * + * 
+ * Notes:
+ *      (1) Creates a one-sided Gaussian kernel with the given
+ *          standard deviation.  At grayscale difference of one stdev,
+ *          the kernel falls to 0.6, and to 0.01 at three stdev.
+ *      (2) A typical input number might be 20.  Then pixels whose
+ *          value differs by 60 from the center pixel have their
+ *          weight in the convolution reduced by a factor of about 0.01.
+ *
+ */ +L_KERNEL * +makeRangeKernel(l_float32 range_stdev) +{ +l_int32 x; +l_float32 val, denom; +L_KERNEL *kel; + + PROCNAME("makeRangeKernel"); + + if (range_stdev <= 0.0) + return (L_KERNEL *)ERROR_PTR("invalid stdev <= 0", procName, NULL); + + denom = 2. * range_stdev * range_stdev; + if ((kel = kernelCreate(1, 256)) == NULL) + return (L_KERNEL *)ERROR_PTR("kel not made", procName, NULL); + kernelSetOrigin(kel, 0, 0); + for (x = 0; x < 256; x++) { + val = expf(-(l_float32)(x * x) / denom); + kernelSetElement(kel, 0, x, val); + } + return kel; +} diff --git a/3rdparty/hgOCR/leptonica/bilateral.h b/3rdparty/hgOCR/leptonica/bilateral.h new file mode 100644 index 00000000..e5b5bbdd --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bilateral.h @@ -0,0 +1,136 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_BILATERAL_H +#define LEPTONICA_BILATERAL_H + +/*! + * \file bilateral.h + * + * 
+ *  Contains the following struct
+ *      struct L_Bilateral
+ *
+ *
+ *  For a tutorial introduction to bilateral filters, which apply a
+ *  gaussian blur to smooth parts of the image while preserving edges, see
+ *    http://people.csail.mit.edu/sparis/bf_course/slides/03_definition_bf.pdf
+ *
+ *  We give an implementation of a bilateral filtering algorithm given in:
+ *    "Real-Time O(1) Bilateral Filtering," by Yang, Tan and Ahuja, CVPR 2009
+ *  which is at:
+ *    http://vision.ai.uiuc.edu/~qyang6/publications/cvpr-09-qingxiong-yang.pdf
+ *  This is based on an earlier algorithm by Sylvain Paris and Frédo Durand:
+ *    http://people.csail.mit.edu/sparis/publi/2006/eccv/
+ *               Paris_06_Fast_Approximation.pdf
+ *
+ *  The kernel of the filter is a product of a spatial gaussian and a
+ *  monotonically decreasing function of the difference in intensity
+ *  between the source pixel and the neighboring pixel.  The intensity
+ *  part of the filter gives higher influence for pixels with intensities
+ *  that are near to the source pixel, and the spatial part of the
+ *  filter gives higher weight to pixels that are near the source pixel.
+ *  This combination smooths in relatively uniform regions, while
+ *  maintaining edges.
+ *
+ *  The advantage of the appoach of Yang et al is that it is separable,
+ *  so the computation time is linear in the gaussian filter size.
+ *  Furthermore, it is possible to do much of the computation as a reduced
+ *  scale, which gives a good approximation to the full resolution version
+ *  but greatly speeds it up.
+ *
+ *  The bilateral filtered value at x is:
+ *
+ *            sum[y in N(x)]: spatial(|y - x|) * range(|I(x) - I(y)|) * I(y)
+ *    I'(x) = --------------------------------------------------------------
+ *            sum[y in N(x)]: spatial(|y - x|) * range(|I(x) - I(y)|)
+ *
+ *  where I() is the input image, I'() is the filtered image, N(x) is the
+ *  set of pixels around x in the filter support, and spatial() and range()
+ *  are gaussian functions:
+ *          spatial(x) = exp(-x^2 / (2 * s_s^2))
+ *          range(x) = exp(-x^2 / (2 * s_r^2))
+ *  and s_s and s_r and the standard deviations of the two gaussians.
+ *
+ *  Yang et al use a separable approximation to this, by defining a set
+ *  of related but separable functions J(k,x), that we call Principal
+ *  Bilateral Components (PBC):
+ *
+ *             sum[y in N(x)]: spatial(|y - x|) * range(|k - I(y)|) * I(y)
+ *    J(k,x) = -----------------------------------------------------------
+ *             sum[y in N(x)]: spatial(|y - x|) * range(|k - I(y)|)
+ *
+ *  which are computed quickly for a set of n values k[p], p = 0 ... n-1.
+ *  Then each output pixel is found using a linear interpolation:
+ *
+ *    I'(x) = (1 - q) * J(k[p],x) + q * J(k[p+1],x)
+ *
+ *  where J(k[p],x) and J(k[p+1],x) are PBC for which
+ *    k[p] <= I(x) and k[p+1] >= I(x), and
+ *    q = (I(x) - k[p]) / (k[p+1] - k[p]).
+ *
+ *  We can also subsample I(x), create subsampled versions of J(k,x),
+ *  which are then interpolated between for I'(x).
+ *
+ *  We generate 'pixsc', by optionally downscaling the input image
+ *  (using area mapping by the factor 'reduction'), and then adding
+ *  a mirrored border to avoid boundary cases.  This is then used
+ *  to compute 'ncomps' PBCs.
+ *
+ *  The 'spatial_stdev' is also downscaled by 'reduction'.  The size
+ *  of the 'spatial' array is 4 * (reduced 'spatial_stdev') + 1.
+ *  The size of the 'range' array is 256.
+ *
+ */ + + +/*------------------------------------------------------------------------* + * Bilateral filter * + *------------------------------------------------------------------------*/ + +/*! Bilateral filter */ +struct L_Bilateral +{ + struct Pix *pixs; /*!< clone of source pix */ + struct Pix *pixsc; /*!< downscaled pix with mirrored border */ + l_int32 reduction; /*!< 1, 2 or 4x for intermediates */ + l_float32 spatial_stdev; /*!< stdev of spatial gaussian */ + l_float32 range_stdev; /*!< stdev of range gaussian */ + l_float32 *spatial; /*!< 1D gaussian spatial kernel */ + l_float32 *range; /*!< one-sided gaussian range kernel */ + l_int32 minval; /*!< min value in 8 bpp pix */ + l_int32 maxval; /*!< max value in 8 bpp pix */ + l_int32 ncomps; /*!< number of intermediate results */ + l_int32 *nc; /*!< set of k values (size ncomps) */ + l_int32 *kindex; /*!< mapping from intensity to lower k */ + l_float32 *kfract; /*!< mapping from intensity to fract k */ + struct Pixa *pixac; /*!< intermediate result images (PBC) */ + l_uint32 ***lineset; /*!< lineptrs for pixac */ +}; +typedef struct L_Bilateral L_BILATERAL; + + +#endif /* LEPTONICA_BILATERAL_H */ diff --git a/3rdparty/hgOCR/leptonica/bilinear.c b/3rdparty/hgOCR/leptonica/bilinear.c new file mode 100644 index 00000000..e03a840c --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bilinear.c @@ -0,0 +1,910 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file bilinear.c + * 
+ *
+ *      Bilinear (4 pt) image transformation using a sampled
+ *      (to nearest integer) transform on each dest point
+ *           PIX      *pixBilinearSampledPta()
+ *           PIX      *pixBilinearSampled()
+ *
+ *      Bilinear (4 pt) image transformation using interpolation
+ *      (or area mapping) for anti-aliasing images that are
+ *      2, 4, or 8 bpp gray, or colormapped, or 32 bpp RGB
+ *           PIX      *pixBilinearPta()
+ *           PIX      *pixBilinear()
+ *           PIX      *pixBilinearPtaColor()
+ *           PIX      *pixBilinearColor()
+ *           PIX      *pixBilinearPtaGray()
+ *           PIX      *pixBilinearGray()
+ *
+ *      Bilinear transform including alpha (blend) component
+ *           PIX      *pixBilinearPtaWithAlpha()
+ *
+ *      Bilinear coordinate transformation
+ *           l_int32   getBilinearXformCoeffs()
+ *           l_int32   bilinearXformSampledPt()
+ *           l_int32   bilinearXformPt()
+ *
+ *      A bilinear transform can be specified as a specific functional
+ *      mapping between 4 points in the source and 4 points in the dest.
+ *      It can be used as an approximation to a (nonlinear) projective
+ *      transform, because for small warps it is very similar and
+ *      it is more stable.  (Projective transforms have a division
+ *      by a quantity that can get arbitrarily small.)
+ *
+ *      We give both a bilinear coordinate transformation and
+ *      a bilinear image transformation.
+ *
+ *      For the former, we ask for the coordinate value (x',y')
+ *      in the transformed space for any point (x,y) in the original
+ *      space.  The coefficients of the transformation are found by
+ *      solving 8 simultaneous equations for the 8 coordinates of
+ *      the 4 points in src and dest.  The transformation can then
+ *      be used to compute the associated image transform, by
+ *      computing, for each dest pixel, the relevant pixel(s) in
+ *      the source.  This can be done either by taking the closest
+ *      src pixel to each transformed dest pixel ("sampling") or
+ *      by doing an interpolation and averaging over 4 source
+ *      pixels with appropriate weightings ("interpolated").
+ *
+ *      A typical application would be to remove some of the
+ *      keystoning due to a projective transform in the imaging system.
+ *
+ *      The bilinear transform is given by specifying two equations:
+ *
+ *          x' = ax + by + cxy + d
+ *          y' = ex + fy + gxy + h
+ *
+ *      where the eight coefficients have been computed from four
+ *      sets of these equations, each for two corresponding data pts.
+ *      In practice, once the coefficients are known, we use the
+ *      equations "backwards": for each point (x,y) in the dest image,
+ *      these two equations are used to compute the corresponding point
+ *      (x',y') in the src.  That computed point in the src is then used
+ *      to determine the corresponding dest pixel value in one of two ways:
+ *
+ *       ~ sampling: simply take the value of the src pixel in which this
+ *                   point falls
+ *       ~ interpolation: take appropriate linear combinations of the
+ *                        four src pixels that this dest pixel would
+ *                        overlap, with the coefficients proportional
+ *                        to the amount of overlap
+ *
+ *      For small warp, like rotation, area mapping in the
+ *      interpolation is equivalent to linear interpolation.
+ *
+ *      Typical relative timing of transforms (sampled = 1.0):
+ *      8 bpp:   sampled        1.0
+ *               interpolated   1.6
+ *      32 bpp:  sampled        1.0
+ *               interpolated   1.8
+ *      Additionally, the computation time/pixel is nearly the same
+ *      for 8 bpp and 32 bpp, for both sampled and interpolated.
+ *
+ */ + +#include +#include +#include "allheaders.h" + +extern l_float32 AlphaMaskBorderVals[2]; + + +/*-------------------------------------------------------------* + * Sampled bilinear image transformation * + *-------------------------------------------------------------*/ +/*! + * \brief pixBilinearSampledPta() + * + * \param[in] pixs all depths + * \param[in] ptad 4 pts of final coordinate space + * \param[in] ptas 4 pts of initial coordinate space + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary.
+ *      (2) Retains colormap, which you can do for a sampled transform..
+ *      (3) No 3 of the 4 points may be collinear.
+ *      (4) For 8 and 32 bpp pix, better quality is obtained by the
+ *          somewhat slower pixBilinearPta().  See that
+ *          function for relative timings between sampled and interpolated.
+ *
+ */ +PIX * +pixBilinearSampledPta(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_int32 incolor) +{ +l_float32 *vc; +PIX *pixd; + + PROCNAME("pixBilinearSampledPta"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK) + return (PIX *)ERROR_PTR("invalid incolor", procName, NULL); + if (ptaGetCount(ptas) != 4) + return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL); + if (ptaGetCount(ptad) != 4) + return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL); + + /* Get backwards transform from dest to src, and apply it */ + getBilinearXformCoeffs(ptad, ptas, &vc); + pixd = pixBilinearSampled(pixs, vc, incolor); + LEPT_FREE(vc); + + return pixd; +} + + +/*! + * \brief pixBilinearSampled() + * + * \param[in] pixs all depths + * \param[in] vc vector of 8 coefficients for bilinear transformation + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary.
+ *      (2) Retains colormap, which you can do for a sampled transform..
+ *      (3) For 8 or 32 bpp, much better quality is obtained by the
+ *          somewhat slower pixBilinear().  See that function
+ *          for relative timings between sampled and interpolated.
+ *
+ */ +PIX * +pixBilinearSampled(PIX *pixs, + l_float32 *vc, + l_int32 incolor) +{ +l_int32 i, j, w, h, d, x, y, wpls, wpld, color, cmapindex; +l_uint32 val; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixBilinearSampled"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK) + return (PIX *)ERROR_PTR("invalid incolor", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1 && d != 2 && d != 4 && d != 8 && d != 32) + return (PIX *)ERROR_PTR("depth not 1, 2, 4, 8 or 16", procName, NULL); + + /* Init all dest pixels to color to be brought in from outside */ + pixd = pixCreateTemplate(pixs); + if ((cmap = pixGetColormap(pixs)) != NULL) { + if (incolor == L_BRING_IN_WHITE) + color = 1; + else + color = 0; + pixcmapAddBlackOrWhite(cmap, color, &cmapindex); + pixSetAllArbitrary(pixd, cmapindex); + } else { + if ((d == 1 && incolor == L_BRING_IN_WHITE) || + (d > 1 && incolor == L_BRING_IN_BLACK)) { + pixClearAll(pixd); + } else { + pixSetAll(pixd); + } + } + + /* Scan over the dest pixels */ + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + bilinearXformSampledPt(vc, j, i, &x, &y); + if (x < 0 || y < 0 || x >=w || y >= h) + continue; + lines = datas + y * wpls; + if (d == 1) { + val = GET_DATA_BIT(lines, x); + SET_DATA_BIT_VAL(lined, j, val); + } else if (d == 8) { + val = GET_DATA_BYTE(lines, x); + SET_DATA_BYTE(lined, j, val); + } else if (d == 32) { + lined[j] = lines[x]; + } else if (d == 2) { + val = GET_DATA_DIBIT(lines, x); + SET_DATA_DIBIT(lined, j, val); + } else if (d == 4) { + val = GET_DATA_QBIT(lines, x); + SET_DATA_QBIT(lined, j, val); + } + } + } + + return pixd; +} + + +/*---------------------------------------------------------------------* + * Interpolated bilinear image transformation * + *---------------------------------------------------------------------*/ +/*! + * \brief pixBilinearPta() + * + * \param[in] pixs all depths; colormap ok + * \param[in] ptad 4 pts of final coordinate space + * \param[in] ptas 4 pts of initial coordinate space + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary
+ *      (2) Removes any existing colormap, if necessary, before transforming
+ *
+ */ +PIX * +pixBilinearPta(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_int32 incolor) +{ +l_int32 d; +l_uint32 colorval; +PIX *pixt1, *pixt2, *pixd; + + PROCNAME("pixBilinearPta"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK) + return (PIX *)ERROR_PTR("invalid incolor", procName, NULL); + if (ptaGetCount(ptas) != 4) + return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL); + if (ptaGetCount(ptad) != 4) + return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL); + + if (pixGetDepth(pixs) == 1) + return pixBilinearSampledPta(pixs, ptad, ptas, incolor); + + /* Remove cmap if it exists, and unpack to 8 bpp if necessary */ + pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC); + d = pixGetDepth(pixt1); + if (d < 8) + pixt2 = pixConvertTo8(pixt1, FALSE); + else + pixt2 = pixClone(pixt1); + d = pixGetDepth(pixt2); + + /* Compute actual color to bring in from edges */ + colorval = 0; + if (incolor == L_BRING_IN_WHITE) { + if (d == 8) + colorval = 255; + else /* d == 32 */ + colorval = 0xffffff00; + } + + if (d == 8) + pixd = pixBilinearPtaGray(pixt2, ptad, ptas, colorval); + else /* d == 32 */ + pixd = pixBilinearPtaColor(pixt2, ptad, ptas, colorval); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return pixd; +} + + +/*! + * \brief pixBilinear() + * + * \param[in] pixs all depths; colormap ok + * \param[in] vc vector of 8 coefficients for bilinear transformation + * \param[in] incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary
+ *      (2) Removes any existing colormap, if necessary, before transforming
+ *
+ */ +PIX * +pixBilinear(PIX *pixs, + l_float32 *vc, + l_int32 incolor) +{ +l_int32 d; +l_uint32 colorval; +PIX *pixt1, *pixt2, *pixd; + + PROCNAME("pixBilinear"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + + if (pixGetDepth(pixs) == 1) + return pixBilinearSampled(pixs, vc, incolor); + + /* Remove cmap if it exists, and unpack to 8 bpp if necessary */ + pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC); + d = pixGetDepth(pixt1); + if (d < 8) + pixt2 = pixConvertTo8(pixt1, FALSE); + else + pixt2 = pixClone(pixt1); + d = pixGetDepth(pixt2); + + /* Compute actual color to bring in from edges */ + colorval = 0; + if (incolor == L_BRING_IN_WHITE) { + if (d == 8) + colorval = 255; + else /* d == 32 */ + colorval = 0xffffff00; + } + + if (d == 8) + pixd = pixBilinearGray(pixt2, vc, colorval); + else /* d == 32 */ + pixd = pixBilinearColor(pixt2, vc, colorval); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return pixd; +} + + +/*! + * \brief pixBilinearPtaColor() + * + * \param[in] pixs 32 bpp + * \param[in] ptad 4 pts of final coordinate space + * \param[in] ptas 4 pts of initial coordinate space + * \param[in] colorval e.g., 0 to bring in BLACK, 0xffffff00 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixBilinearPtaColor(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_uint32 colorval) +{ +l_float32 *vc; +PIX *pixd; + + PROCNAME("pixBilinearPtaColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL); + if (ptaGetCount(ptas) != 4) + return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL); + if (ptaGetCount(ptad) != 4) + return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL); + + /* Get backwards transform from dest to src, and apply it */ + getBilinearXformCoeffs(ptad, ptas, &vc); + pixd = pixBilinearColor(pixs, vc, colorval); + LEPT_FREE(vc); + + return pixd; +} + + +/*! + * \brief pixBilinearColor() + * + * \param[in] pixs 32 bpp + * \param[in] vc vector of 8 coefficients for bilinear transformation + * \param[in] colorval e.g., 0 to bring in BLACK, 0xffffff00 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixBilinearColor(PIX *pixs, + l_float32 *vc, + l_uint32 colorval) +{ +l_int32 i, j, w, h, d, wpls, wpld; +l_uint32 val; +l_uint32 *datas, *datad, *lined; +l_float32 x, y; +PIX *pix1, *pix2, *pixd; + + PROCNAME("pixBilinearColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + pixd = pixCreateTemplate(pixs); + pixSetAllArbitrary(pixd, colorval); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Iterate over destination pixels */ + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + /* Compute float src pixel location corresponding to (i,j) */ + bilinearXformPt(vc, j, i, &x, &y); + linearInterpolatePixelColor(datas, wpls, w, h, x, y, colorval, + &val); + *(lined + j) = val; + } + } + + /* If rgba, transform the pixs alpha channel and insert in pixd */ + if (pixGetSpp(pixs) == 4) { + pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL); + pix2 = pixBilinearGray(pix1, vc, 255); /* bring in opaque */ + pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + return pixd; +} + + +/*! + * \brief pixBilinearPtaGray() + * + * \param[in] pixs 8 bpp + * \param[in] ptad 4 pts of final coordinate space + * \param[in] ptas 4 pts of initial coordinate space + * \param[in] grayval e.g., 0 to bring in BLACK, 255 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixBilinearPtaGray(PIX *pixs, + PTA *ptad, + PTA *ptas, + l_uint8 grayval) +{ +l_float32 *vc; +PIX *pixd; + + PROCNAME("pixBilinearPtaGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL); + if (ptaGetCount(ptas) != 4) + return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL); + if (ptaGetCount(ptad) != 4) + return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL); + + /* Get backwards transform from dest to src, and apply it */ + getBilinearXformCoeffs(ptad, ptas, &vc); + pixd = pixBilinearGray(pixs, vc, grayval); + LEPT_FREE(vc); + + return pixd; +} + + +/*! + * \brief pixBilinearGray() + * + * \param[in] pixs 8 bpp + * \param[in] vc vector of 8 coefficients for bilinear transformation + * \param[in] grayval e.g., 0 to bring in BLACK, 255 for WHITE + * \return pixd, or NULL on error + */ +PIX * +pixBilinearGray(PIX *pixs, + l_float32 *vc, + l_uint8 grayval) +{ +l_int32 i, j, w, h, wpls, wpld, val; +l_uint32 *datas, *datad, *lined; +l_float32 x, y; +PIX *pixd; + + PROCNAME("pixBilinearGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL); + if (!vc) + return (PIX *)ERROR_PTR("vc not defined", procName, NULL); + + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + pixd = pixCreateTemplate(pixs); + pixSetAllArbitrary(pixd, grayval); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Iterate over destination pixels */ + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + /* Compute float src pixel location corresponding to (i,j) */ + bilinearXformPt(vc, j, i, &x, &y); + linearInterpolatePixelGray(datas, wpls, w, h, x, y, grayval, &val); + SET_DATA_BYTE(lined, j, val); + } + } + + return pixd; +} + + +/*-------------------------------------------------------------------------* + * Bilinear transform including alpha (blend) component * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixBilinearPtaWithAlpha() + * + * \param[in] pixs 32 bpp rgb + * \param[in] ptad 4 pts of final coordinate space + * \param[in] ptas 4 pts of initial coordinate space + * \param[in] pixg [optional] 8 bpp, can be null + * \param[in] fract between 0.0 and 1.0, with 0.0 fully transparent + * and 1.0 fully opaque + * \param[in] border of pixels added to capture transformed source pixels + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The alpha channel is transformed separately from pixs,
+ *          and aligns with it, being fully transparent outside the
+ *          boundary of the transformed pixs.  For pixels that are fully
+ *          transparent, a blending function like pixBlendWithGrayMask()
+ *          will give zero weight to corresponding pixels in pixs.
+ *      (2) If %pixg is NULL, it is generated as an alpha layer that is
+ *          partially opaque, using %fract.  Otherwise, it is cropped
+ *          to %pixs if required and %fract is ignored.  The alpha channel
+ *          in %pixs is never used.
+ *      (3) Colormaps are removed.
+ *      (4) When pixs is transformed, it doesn't matter what color is brought
+ *          in because the alpha channel will be transparent (0) there.
+ *      (5) To avoid losing source pixels in the destination, it may be
+ *          necessary to add a border to the source pix before doing
+ *          the bilinear transformation.  This can be any non-negative number.
+ *      (6) The input %ptad and %ptas are in a coordinate space before
+ *          the border is added.  Internally, we compensate for this
+ *          before doing the bilinear transform on the image after
+ *          the border is added.
+ *      (7) The default setting for the border values in the alpha channel
+ *          is 0 (transparent) for the outermost ring of pixels and
+ *          (0.5 * fract * 255) for the second ring.  When blended over
+ *          a second image, this
+ *          (a) shrinks the visible image to make a clean overlap edge
+ *              with an image below, and
+ *          (b) softens the edges by weakening the aliasing there.
+ *          Use l_setAlphaMaskBorder() to change these values.
+ *
+ */ +PIX * +pixBilinearPtaWithAlpha(PIX *pixs, + PTA *ptad, + PTA *ptas, + PIX *pixg, + l_float32 fract, + l_int32 border) +{ +l_int32 ws, hs, d; +PIX *pixd, *pixb1, *pixb2, *pixg2, *pixga; +PTA *ptad2, *ptas2; + + PROCNAME("pixBilinearPtaWithAlpha"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &ws, &hs, &d); + if (d != 32 && pixGetColormap(pixs) == NULL) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + if (pixg && pixGetDepth(pixg) != 8) { + L_WARNING("pixg not 8 bpp; using 'fract' transparent alpha\n", + procName); + pixg = NULL; + } + if (!pixg && (fract < 0.0 || fract > 1.0)) { + L_WARNING("invalid fract; using 1.0 (fully transparent)\n", procName); + fract = 1.0; + } + if (!pixg && fract == 0.0) + L_WARNING("fully opaque alpha; image cannot be blended\n", procName); + if (!ptad) + return (PIX *)ERROR_PTR("ptad not defined", procName, NULL); + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + + /* Add border; the color doesn't matter */ + pixb1 = pixAddBorder(pixs, border, 0); + + /* Transform the ptr arrays to work on the bordered image */ + ptad2 = ptaTransform(ptad, border, border, 1.0, 1.0); + ptas2 = ptaTransform(ptas, border, border, 1.0, 1.0); + + /* Do separate bilinear transform of rgb channels of pixs and of pixg */ + pixd = pixBilinearPtaColor(pixb1, ptad2, ptas2, 0); + if (!pixg) { + pixg2 = pixCreate(ws, hs, 8); + if (fract == 1.0) + pixSetAll(pixg2); + else + pixSetAllArbitrary(pixg2, (l_int32)(255.0 * fract)); + } else { + pixg2 = pixResizeToMatch(pixg, NULL, ws, hs); + } + if (ws > 10 && hs > 10) { /* see note 7 */ + pixSetBorderRingVal(pixg2, 1, + (l_int32)(255.0 * fract * AlphaMaskBorderVals[0])); + pixSetBorderRingVal(pixg2, 2, + (l_int32)(255.0 * fract * AlphaMaskBorderVals[1])); + + } + pixb2 = pixAddBorder(pixg2, border, 0); /* must be black border */ + pixga = pixBilinearPtaGray(pixb2, ptad2, ptas2, 0); + pixSetRGBComponent(pixd, pixga, L_ALPHA_CHANNEL); + pixSetSpp(pixd, 4); + + pixDestroy(&pixg2); + pixDestroy(&pixb1); + pixDestroy(&pixb2); + pixDestroy(&pixga); + ptaDestroy(&ptad2); + ptaDestroy(&ptas2); + return pixd; +} + + +/*-------------------------------------------------------------* + * Bilinear coordinate transformation * + *-------------------------------------------------------------*/ +/*! + * \brief getBilinearXformCoeffs() + * + * \param[in] ptas source 4 points; unprimed + * \param[in] ptad transformed 4 points; primed + * \param[out] pvc vector of coefficients of transform + * \return 0 if OK; 1 on error + * + * 
+ * We have a set of 8 equations, describing the bilinear
+ * transformation that takes 4 points ptas into 4 other
+ * points ptad.  These equations are:
+ *
+ *          x1' = c[0]*x1 + c[1]*y1 + c[2]*x1*y1 + c[3]
+ *          y1' = c[4]*x1 + c[5]*y1 + c[6]*x1*y1 + c[7]
+ *          x2' = c[0]*x2 + c[1]*y2 + c[2]*x2*y2 + c[3]
+ *          y2' = c[4]*x2 + c[5]*y2 + c[6]*x2*y2 + c[7]
+ *          x3' = c[0]*x3 + c[1]*y3 + c[2]*x3*y3 + c[3]
+ *          y3' = c[4]*x3 + c[5]*y3 + c[6]*x3*y3 + c[7]
+ *          x4' = c[0]*x4 + c[1]*y4 + c[2]*x4*y4 + c[3]
+ *          y4' = c[4]*x4 + c[5]*y4 + c[6]*x4*y4 + c[7]
+ *
+ * This can be represented as
+ *
+ *           AC = B
+ *
+ * where B and C are column vectors
+ *
+ *         B = [ x1' y1' x2' y2' x3' y3' x4' y4' ]
+ *         C = [ c[0] c[1] c[2] c[3] c[4] c[5] c[6] c[7] ]
+ *
+ * and A is the 8x8 matrix
+ *
+ *             x1   y1   x1*y1   1   0    0      0     0
+ *              0    0     0     0   x1   y1   x1*y1   1
+ *             x2   y2   x2*y2   1   0    0      0     0
+ *              0    0     0     0   x2   y2   x2*y2   1
+ *             x3   y3   x3*y3   1   0    0      0     0
+ *              0    0     0     0   x3   y3   x3*y3   1
+ *             x4   y4   x4*y4   1   0    0      0     0
+ *              0    0     0     0   x4   y4   x4*y4   1
+ *
+ * These eight equations are solved here for the coefficients C.
+ *
+ * These eight coefficients can then be used to find the mapping
+ * x,y) --> (x',y':
+ *
+ *           x' = c[0]x + c[1]y + c[2]xy + c[3]
+ *           y' = c[4]x + c[5]y + c[6]xy + c[7]
+ *
+ * that are implemented in bilinearXformSampledPt and
+ * bilinearXFormPt.
+ *
+ */ +l_ok +getBilinearXformCoeffs(PTA *ptas, + PTA *ptad, + l_float32 **pvc) +{ +l_int32 i; +l_float32 x1, y1, x2, y2, x3, y3, x4, y4; +l_float32 *b; /* rhs vector of primed coords X'; coeffs returned in *pvc */ +l_float32 *a[8]; /* 8x8 matrix A */ + + PROCNAME("getBilinearXformCoeffs"); + + if (!ptas) + return ERROR_INT("ptas not defined", procName, 1); + if (!ptad) + return ERROR_INT("ptad not defined", procName, 1); + if (!pvc) + return ERROR_INT("&vc not defined", procName, 1); + + b = (l_float32 *)LEPT_CALLOC(8, sizeof(l_float32)); + *pvc = b; + ptaGetPt(ptas, 0, &x1, &y1); + ptaGetPt(ptas, 1, &x2, &y2); + ptaGetPt(ptas, 2, &x3, &y3); + ptaGetPt(ptas, 3, &x4, &y4); + ptaGetPt(ptad, 0, &b[0], &b[1]); + ptaGetPt(ptad, 1, &b[2], &b[3]); + ptaGetPt(ptad, 2, &b[4], &b[5]); + ptaGetPt(ptad, 3, &b[6], &b[7]); + + for (i = 0; i < 8; i++) + a[i] = (l_float32 *)LEPT_CALLOC(8, sizeof(l_float32)); + a[0][0] = x1; + a[0][1] = y1; + a[0][2] = x1 * y1; + a[0][3] = 1.; + a[1][4] = x1; + a[1][5] = y1; + a[1][6] = x1 * y1; + a[1][7] = 1.; + a[2][0] = x2; + a[2][1] = y2; + a[2][2] = x2 * y2; + a[2][3] = 1.; + a[3][4] = x2; + a[3][5] = y2; + a[3][6] = x2 * y2; + a[3][7] = 1.; + a[4][0] = x3; + a[4][1] = y3; + a[4][2] = x3 * y3; + a[4][3] = 1.; + a[5][4] = x3; + a[5][5] = y3; + a[5][6] = x3 * y3; + a[5][7] = 1.; + a[6][0] = x4; + a[6][1] = y4; + a[6][2] = x4 * y4; + a[6][3] = 1.; + a[7][4] = x4; + a[7][5] = y4; + a[7][6] = x4 * y4; + a[7][7] = 1.; + + gaussjordan(a, b, 8); + + for (i = 0; i < 8; i++) + LEPT_FREE(a[i]); + return 0; +} + + +/*! + * \brief bilinearXformSampledPt() + * + * \param[in] vc vector of 8 coefficients + * \param[in] x, y initial point + * \param[out] pxp, pyp transformed point + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This finds the nearest pixel coordinates of the transformed point.
+ *      (2) It does not check ptrs for returned data!
+ *
+ */ +l_ok +bilinearXformSampledPt(l_float32 *vc, + l_int32 x, + l_int32 y, + l_int32 *pxp, + l_int32 *pyp) +{ + + PROCNAME("bilinearXformSampledPt"); + + if (!vc) + return ERROR_INT("vc not defined", procName, 1); + + *pxp = (l_int32)(vc[0] * x + vc[1] * y + vc[2] * x * y + vc[3] + 0.5); + *pyp = (l_int32)(vc[4] * x + vc[5] * y + vc[6] * x * y + vc[7] + 0.5); + return 0; +} + + +/*! + * \brief bilinearXformPt() + * + * \param[in] vc vector of 8 coefficients + * \param[in] x, y initial point + * \param[out] pxp, pyp transformed point + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This computes the floating point location of the transformed point.
+ *      (2) It does not check ptrs for returned data!
+ *
+ */ +l_ok +bilinearXformPt(l_float32 *vc, + l_int32 x, + l_int32 y, + l_float32 *pxp, + l_float32 *pyp) +{ + PROCNAME("bilinearXformPt"); + + if (!vc) + return ERROR_INT("vc not defined", procName, 1); + + *pxp = vc[0] * x + vc[1] * y + vc[2] * x * y + vc[3]; + *pyp = vc[4] * x + vc[5] * y + vc[6] * x * y + vc[7]; + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/binarize.c b/3rdparty/hgOCR/leptonica/binarize.c new file mode 100644 index 00000000..0bec396e --- /dev/null +++ b/3rdparty/hgOCR/leptonica/binarize.c @@ -0,0 +1,1013 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file binarize.c + * 
+ *
+ *  ===================================================================
+ *  Image binarization algorithms are found in:
+ *    grayquant.c:   standard, simple, general grayscale quantization
+ *    adaptmap.c:    local adaptive; mostly gray-to-gray in preparation
+ *                   for binarization
+ *    binarize.c:    special binarization methods, locally adaptive and
+ *                   global.
+ *  ===================================================================
+ *
+ *      Adaptive Otsu-based thresholding
+ *          l_int32       pixOtsuAdaptiveThreshold()       8 bpp
+ *
+ *      Otsu thresholding on adaptive background normalization
+ *          PIX          *pixOtsuThreshOnBackgroundNorm()  8 bpp
+ *
+ *      Masking and Otsu estimate on adaptive background normalization
+ *          PIX          *pixMaskedThreshOnBackgroundNorm()  8 bpp
+ *
+ *      Sauvola local thresholding
+ *          l_int32       pixSauvolaBinarizeTiled()
+ *          l_int32       pixSauvolaBinarize()
+ *          static PIX   *pixSauvolaGetThreshold()
+ *          static PIX   *pixApplyLocalThreshold();
+ *
+ *      Thresholding using connected components
+ *          PIX          *pixThresholdByConnComp()
+ *
+ *  Notes:
+ *      (1) pixOtsuAdaptiveThreshold() computes a global threshold over each
+ *          tile and performs the threshold operation, resulting in a
+ *          binary image for each tile.  These are stitched into the
+ *          final result.
+ *      (2) pixOtsuThreshOnBackgroundNorm() and
+ *          pixMaskedThreshOnBackgroundNorm() are binarization functions
+ *          that use background normalization with other techniques.
+ *      (3) Sauvola binarization computes a local threshold based on
+ *          the local average and square average.  It takes two constants:
+ *          the window size for the measurement at each pixel and a
+ *          parameter that determines the amount of normalized local
+ *          standard deviation to subtract from the local average value.
+ *      (4) pixThresholdByCC() uses the numbers of 4 and 8 connected
+ *          components at different thresholding to determine if a
+ *          global threshold can be used (for text or line-art) and the
+ *          value it should have.
+ *
+ */ + +#include +#include "allheaders.h" + +static PIX *pixSauvolaGetThreshold(PIX *pixm, PIX *pixms, l_float32 factor, + PIX **ppixsd); +static PIX *pixApplyLocalThreshold(PIX *pixs, PIX *pixth); + +/*------------------------------------------------------------------* + * Adaptive Otsu-based thresholding * + *------------------------------------------------------------------*/ +/*! + * \brief pixOtsuAdaptiveThreshold() + * + * \param[in] pixs 8 bpp + * \param[in] sx, sy desired tile dimensions; actual size may vary + * \param[in] smoothx, smoothy half-width of convolution kernel applied to + * threshold array: use 0 for no smoothing + * \param[in] scorefract fraction of the max Otsu score; typ. 0.1; + * use 0.0 for standard Otsu + * \param[out] ppixth [optional] array of threshold values + * found for each tile + * \param[out] ppixd [optional] thresholded input pixs, + * based on the threshold array + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The Otsu method finds a single global threshold for an image.
+ *          This function allows a locally adapted threshold to be
+ *          found for each tile into which the image is broken up.
+ *      (2) The array of threshold values, one for each tile, constitutes
+ *          a highly downscaled image.  This array is optionally
+ *          smoothed using a convolution.  The full width and height of the
+ *          convolution kernel are (2 * %smoothx + 1) and (2 * %smoothy + 1).
+ *      (3) The minimum tile dimension allowed is 16.  If such small
+ *          tiles are used, it is recommended to use smoothing, because
+ *          without smoothing, each small tile determines the splitting
+ *          threshold independently.  A tile that is entirely in the
+ *          image bg will then hallucinate fg, resulting in a very noisy
+ *          binarization.  The smoothing should be large enough that no
+ *          tile is only influenced by one type (fg or bg) of pixels,
+ *          because it will force a split of its pixels.
+ *      (4) To get a single global threshold for the entire image, use
+ *          input values of %sx and %sy that are larger than the image.
+ *          For this situation, the smoothing parameters are ignored.
+ *      (5) The threshold values partition the image pixels into two classes:
+ *          one whose values are less than the threshold and another
+ *          whose values are greater than or equal to the threshold.
+ *          This is the same use of 'threshold' as in pixThresholdToBinary().
+ *      (6) The scorefract is the fraction of the maximum Otsu score, which
+ *          is used to determine the range over which the histogram minimum
+ *          is searched.  See numaSplitDistribution() for details on the
+ *          underlying method of choosing a threshold.
+ *      (7) This uses enables a modified version of the Otsu criterion for
+ *          splitting the distribution of pixels in each tile into a
+ *          fg and bg part.  The modification consists of searching for
+ *          a minimum in the histogram over a range of pixel values where
+ *          the Otsu score is within a defined fraction, %scorefract,
+ *          of the max score.  To get the original Otsu algorithm, set
+ *          %scorefract == 0.
+ *      (8) N.B. This method is NOT recommended for images with weak text
+ *          and significant background noise, such as bleedthrough, because
+ *          of the problem noted in (3) above for tiling.  Use Sauvola.
+ *
+ */ +l_ok +pixOtsuAdaptiveThreshold(PIX *pixs, + l_int32 sx, + l_int32 sy, + l_int32 smoothx, + l_int32 smoothy, + l_float32 scorefract, + PIX **ppixth, + PIX **ppixd) +{ +l_int32 w, h, nx, ny, i, j, thresh; +l_uint32 val; +PIX *pixt, *pixb, *pixthresh, *pixth, *pixd; +PIXTILING *pt; + + PROCNAME("pixOtsuAdaptiveThreshold"); + + if (!ppixth && !ppixd) + return ERROR_INT("neither &pixth nor &pixd defined", procName, 1); + if (ppixth) *ppixth = NULL; + if (ppixd) *ppixd = NULL; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (sx < 16 || sy < 16) + return ERROR_INT("sx and sy must be >= 16", procName, 1); + + /* Compute the threshold array for the tiles */ + pixGetDimensions(pixs, &w, &h, NULL); + nx = L_MAX(1, w / sx); + ny = L_MAX(1, h / sy); + smoothx = L_MIN(smoothx, (nx - 1) / 2); + smoothy = L_MIN(smoothy, (ny - 1) / 2); + pt = pixTilingCreate(pixs, nx, ny, 0, 0, 0, 0); + pixthresh = pixCreate(nx, ny, 8); + for (i = 0; i < ny; i++) { + for (j = 0; j < nx; j++) { + pixt = pixTilingGetTile(pt, i, j); + pixSplitDistributionFgBg(pixt, scorefract, 1, &thresh, + NULL, NULL, NULL); + pixSetPixel(pixthresh, j, i, thresh); /* see note (4) */ + pixDestroy(&pixt); + } + } + + /* Optionally smooth the threshold array */ + if (smoothx > 0 || smoothy > 0) + pixth = pixBlockconv(pixthresh, smoothx, smoothy); + else + pixth = pixClone(pixthresh); + pixDestroy(&pixthresh); + + /* Optionally apply the threshold array to binarize pixs */ + if (ppixd) { + pixd = pixCreate(w, h, 1); + pixCopyResolution(pixd, pixs); + for (i = 0; i < ny; i++) { + for (j = 0; j < nx; j++) { + pixt = pixTilingGetTile(pt, i, j); + pixGetPixel(pixth, j, i, &val); + pixb = pixThresholdToBinary(pixt, val); + pixTilingPaintTile(pixd, i, j, pixb, pt); + pixDestroy(&pixt); + pixDestroy(&pixb); + } + } + *ppixd = pixd; + } + + if (ppixth) + *ppixth = pixth; + else + pixDestroy(&pixth); + + pixTilingDestroy(&pt); + return 0; +} + + +/*------------------------------------------------------------------* + * Otsu thresholding on adaptive background normalization * + *------------------------------------------------------------------*/ +/*! + * \brief pixOtsuThreshOnBackgroundNorm() + * + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] sx, sy tile size in pixels + * \param[in] thresh threshold for determining foreground + * \param[in] mincount min threshold on counts in a tile + * \param[in] bgval target bg val; typ. > 128 + * \param[in] smoothx half-width of block convolution kernel width + * \param[in] smoothy half-width of block convolution kernel height + * \param[in] scorefract fraction of the max Otsu score; typ. 0.1 + * \param[out] pthresh [optional] threshold value that was + * used on the normalized image + * \return pixd 1 bpp thresholded image, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does background normalization followed by Otsu
+ *          thresholding.  Otsu binarization attempts to split the
+ *          image into two roughly equal sets of pixels, and it does
+ *          a very poor job when there are large amounts of dark
+ *          background.  By doing a background normalization first,
+ *          to get the background near 255, we remove this problem.
+ *          Then we use a modified Otsu to estimate the best global
+ *          threshold on the normalized image.
+ *      (2) See pixBackgroundNorm() for meaning and typical values
+ *          of input parameters.  For a start, you can try:
+ *            sx, sy = 10, 15
+ *            thresh = 100
+ *            mincount = 50
+ *            bgval = 255
+ *            smoothx, smoothy = 2
+ *
+ */ +PIX * +pixOtsuThreshOnBackgroundNorm(PIX *pixs, + PIX *pixim, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + l_int32 mincount, + l_int32 bgval, + l_int32 smoothx, + l_int32 smoothy, + l_float32 scorefract, + l_int32 *pthresh) +{ +l_int32 w, h; +l_uint32 val; +PIX *pixn, *pixt, *pixd; + + PROCNAME("pixOtsuThreshOnBackgroundNorm"); + + if (pthresh) *pthresh = 0; + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs is colormapped", procName, NULL); + if (sx < 4 || sy < 4) + return (PIX *)ERROR_PTR("sx and sy must be >= 4", procName, NULL); + if (mincount > sx * sy) { + L_WARNING("mincount too large for tile size\n", procName); + mincount = (sx * sy) / 3; + } + + pixn = pixBackgroundNorm(pixs, pixim, NULL, sx, sy, thresh, + mincount, bgval, smoothx, smoothy); + if (!pixn) + return (PIX *)ERROR_PTR("pixn not made", procName, NULL); + + /* Just use 1 tile for a global threshold, which is stored + * as a single pixel in pixt. */ + pixGetDimensions(pixn, &w, &h, NULL); + pixOtsuAdaptiveThreshold(pixn, w, h, 0, 0, scorefract, &pixt, &pixd); + pixDestroy(&pixn); + + if (pixt && pthresh) { + pixGetPixel(pixt, 0, 0, &val); + *pthresh = val; + } + pixDestroy(&pixt); + + if (!pixd) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + else + return pixd; +} + + + +/*----------------------------------------------------------------------* + * Masking and Otsu estimate on adaptive background normalization * + *----------------------------------------------------------------------*/ +/*! + * \brief pixMaskedThreshOnBackgroundNorm() + * + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] pixim [optional] 1 bpp 'image' mask; can be null + * \param[in] sx, sy tile size in pixels + * \param[in] thresh threshold for determining foreground + * \param[in] mincount min threshold on counts in a tile + * \param[in] smoothx half-width of block convolution kernel width + * \param[in] smoothy half-width of block convolution kernel height + * \param[in] scorefract fraction of the max Otsu score; typ. ~ 0.1 + * \param[out] pthresh [optional] threshold value that was + * used on the normalized image + * \return pixd 1 bpp thresholded image, or NULL on error + * + * 
+ * Notes:
+ *      (1) This begins with a standard background normalization.
+ *          Additionally, there is a flexible background norm, that
+ *          will adapt to a rapidly varying background, and this
+ *          puts white pixels in the background near regions with
+ *          significant foreground.  The white pixels are turned into
+ *          a 1 bpp selection mask by binarization followed by dilation.
+ *          Otsu thresholding is performed on the input image to get an
+ *          estimate of the threshold in the non-mask regions.
+ *          The background normalized image is thresholded with two
+ *          different values, and the result is combined using
+ *          the selection mask.
+ *      (2) Note that the numbers 255 (for bgval target) and 190 (for
+ *          thresholding on pixn) are tied together, and explicitly
+ *          defined in this function.
+ *      (3) See pixBackgroundNorm() for meaning and typical values
+ *          of input parameters.  For a start, you can try:
+ *            sx, sy = 10, 15
+ *            thresh = 100
+ *            mincount = 50
+ *            smoothx, smoothy = 2
+ *
+ */ +PIX * +pixMaskedThreshOnBackgroundNorm(PIX *pixs, + PIX *pixim, + l_int32 sx, + l_int32 sy, + l_int32 thresh, + l_int32 mincount, + l_int32 smoothx, + l_int32 smoothy, + l_float32 scorefract, + l_int32 *pthresh) +{ +l_int32 w, h, highthresh; +l_uint32 val; +PIX *pixn, *pixm, *pixd, *pix1, *pix2, *pix3, *pix4; + + PROCNAME("pixMaskedThreshOnBackgroundNorm"); + + if (pthresh) *pthresh = 0; + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs is colormapped", procName, NULL); + if (sx < 4 || sy < 4) + return (PIX *)ERROR_PTR("sx and sy must be >= 4", procName, NULL); + if (mincount > sx * sy) { + L_WARNING("mincount too large for tile size\n", procName); + mincount = (sx * sy) / 3; + } + + /* Standard background normalization */ + pixn = pixBackgroundNorm(pixs, pixim, NULL, sx, sy, thresh, + mincount, 255, smoothx, smoothy); + if (!pixn) + return (PIX *)ERROR_PTR("pixn not made", procName, NULL); + + /* Special background normalization for adaptation to quickly + * varying background. Threshold on the very light parts, + * which tend to be near significant edges, and dilate to + * form a mask over regions that are typically text. The + * dilation size is chosen to cover the text completely, + * except for very thick fonts. */ + pix1 = pixBackgroundNormFlex(pixs, 7, 7, 1, 1, 20); + pix2 = pixThresholdToBinary(pix1, 240); + pixInvert(pix2, pix2); + pixm = pixMorphSequence(pix2, "d21.21", 0); + pixDestroy(&pix1); + pixDestroy(&pix2); + + /* Use Otsu to get a global threshold estimate for the image, + * which is stored as a single pixel in pix3. */ + pixGetDimensions(pixs, &w, &h, NULL); + pixOtsuAdaptiveThreshold(pixs, w, h, 0, 0, scorefract, &pix3, NULL); + pixGetPixel(pix3, 0, 0, &val); + if (pthresh) *pthresh = val; + pixDestroy(&pix3); + + /* Threshold the background normalized images differentially, + * using a high value correlated with the background normalization + * for the part of the image under the mask (i.e., near the + * darker, thicker foreground), and a value that depends on the Otsu + * threshold for the rest of the image. This gives a solid + * (high) thresholding for the foreground parts of the image, + * while allowing the background and light foreground to be + * reasonably well cleaned using a threshold adapted to the + * input image. */ + highthresh = L_MIN(256, val + 30); + pixd = pixThresholdToBinary(pixn, highthresh); /* for bg and light fg */ + pix4 = pixThresholdToBinary(pixn, 190); /* for heavier fg */ + pixCombineMasked(pixd, pix4, pixm); + pixDestroy(&pix4); + pixDestroy(&pixm); + pixDestroy(&pixn); + + if (!pixd) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + else + return pixd; +} + + +/*----------------------------------------------------------------------* + * Sauvola binarization * + *----------------------------------------------------------------------*/ +/*! + * \brief pixSauvolaBinarizeTiled() + * + * \param[in] pixs 8 bpp grayscale, not colormapped + * \param[in] whsize window half-width for measuring local statistics + * \param[in] factor factor for reducing threshold due to variance; >= 0 + * \param[in] nx, ny subdivision into tiles; >= 1 + * \param[out] ppixth [optional] Sauvola threshold values + * \param[out] ppixd [optional] thresholded image + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The window width and height are 2 * %whsize + 1.  The minimum
+ *          value for %whsize is 2; typically it is >= 7..
+ *      (2) For nx == ny == 1, this defaults to pixSauvolaBinarize().
+ *      (3) Why a tiled version?
+ *          (a) Because the mean value accumulator is a uint32, overflow
+ *              can occur for an image with more than 16M pixels.
+ *          (b) The mean value accumulator array for 16M pixels is 64 MB.
+ *              The mean square accumulator array for 16M pixels is 128 MB.
+ *              Using tiles reduces the size of these arrays.
+ *          (c) Each tile can be processed independently, in parallel,
+ *              on a multicore processor.
+ *      (4) The Sauvola threshold is determined from the formula:
+ *              t = m * (1 - k * (1 - s / 128))
+ *          See pixSauvolaBinarize() for details.
+ *
+ */ +l_ok +pixSauvolaBinarizeTiled(PIX *pixs, + l_int32 whsize, + l_float32 factor, + l_int32 nx, + l_int32 ny, + PIX **ppixth, + PIX **ppixd) +{ +l_int32 i, j, w, h, xrat, yrat; +PIX *pixth, *pixd, *tileth, *tiled, *pixt; +PIX **ptileth, **ptiled; +PIXTILING *pt; + + PROCNAME("pixSauvolaBinarizeTiled"); + + if (!ppixth && !ppixd) + return ERROR_INT("no outputs", procName, 1); + if (ppixth) *ppixth = NULL; + if (ppixd) *ppixd = NULL; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs undefined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is cmapped", procName, 1); + pixGetDimensions(pixs, &w, &h, NULL); + if (whsize < 2) + return ERROR_INT("whsize must be >= 2", procName, 1); + if (w < 2 * whsize + 3 || h < 2 * whsize + 3) + return ERROR_INT("whsize too large for image", procName, 1); + if (factor < 0.0) + return ERROR_INT("factor must be >= 0", procName, 1); + + if (nx <= 1 && ny <= 1) + return pixSauvolaBinarize(pixs, whsize, factor, 1, NULL, NULL, + ppixth, ppixd); + + /* Test to see if the tiles are too small. The required + * condition is that the tile dimensions must be at least + * (whsize + 2) x (whsize + 2). */ + xrat = w / nx; + yrat = h / ny; + if (xrat < whsize + 2) { + nx = w / (whsize + 2); + L_WARNING("tile width too small; nx reduced to %d\n", procName, nx); + } + if (yrat < whsize + 2) { + ny = h / (whsize + 2); + L_WARNING("tile height too small; ny reduced to %d\n", procName, ny); + } + if (nx <= 1 && ny <= 1) + return pixSauvolaBinarize(pixs, whsize, factor, 1, NULL, NULL, + ppixth, ppixd); + + /* We can use pixtiling for painting both outputs, if requested */ + if (ppixth) { + pixth = pixCreateNoInit(w, h, 8); + *ppixth = pixth; + } + if (ppixd) { + pixd = pixCreateNoInit(w, h, 1); + *ppixd = pixd; + } + pt = pixTilingCreate(pixs, nx, ny, 0, 0, whsize + 1, whsize + 1); + pixTilingNoStripOnPaint(pt); /* pixSauvolaBinarize() does the stripping */ + + for (i = 0; i < ny; i++) { + for (j = 0; j < nx; j++) { + pixt = pixTilingGetTile(pt, i, j); + ptileth = (ppixth) ? &tileth : NULL; + ptiled = (ppixd) ? &tiled : NULL; + pixSauvolaBinarize(pixt, whsize, factor, 0, NULL, NULL, + ptileth, ptiled); + if (ppixth) { /* do not strip */ + pixTilingPaintTile(pixth, i, j, tileth, pt); + pixDestroy(&tileth); + } + if (ppixd) { + pixTilingPaintTile(pixd, i, j, tiled, pt); + pixDestroy(&tiled); + } + pixDestroy(&pixt); + } + } + + pixTilingDestroy(&pt); + return 0; +} + + +/*! + * \brief pixSauvolaBinarize() + * + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] whsize window half-width for measuring local statistics + * \param[in] factor factor for reducing threshold due to variance; >= 0 + * \param[in] addborder 1 to add border of width (%whsize + 1) on all sides + * \param[out] ppixm [optional] local mean values + * \param[out] ppixsd [optional] local standard deviation values + * \param[out] ppixth [optional] threshold values + * \param[out] ppixd [optional] thresholded image + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The window width and height are 2 * %whsize + 1.  The minimum
+ *          value for %whsize is 2; typically it is >= 7..
+ *      (2) The local statistics, measured over the window, are the
+ *          average and standard deviation.
+ *      (3) The measurements of the mean and standard deviation are
+ *          performed inside a border of (%whsize + 1) pixels.  If pixs does
+ *          not have these added border pixels, use %addborder = 1 to add
+ *          it here; otherwise use %addborder = 0.
+ *      (4) The Sauvola threshold is determined from the formula:
+ *            t = m * (1 - k * (1 - s / 128))
+ *          where:
+ *            t = local threshold
+ *            m = local mean
+ *            k = %factor (>= 0)   [ typ. 0.35 ]
+ *            s = local standard deviation, which is maximized at
+ *                127.5 when half the samples are 0 and half are 255.
+ *      (5) The basic idea of Niblack and Sauvola binarization is that
+ *          the local threshold should be less than the median value,
+ *          and the larger the variance, the closer to the median
+ *          it should be chosen.  Typical values for k are between
+ *          0.2 and 0.5.
+ *
+ */ +l_ok +pixSauvolaBinarize(PIX *pixs, + l_int32 whsize, + l_float32 factor, + l_int32 addborder, + PIX **ppixm, + PIX **ppixsd, + PIX **ppixth, + PIX **ppixd) +{ +l_int32 w, h; +PIX *pixg, *pixsc, *pixm, *pixms, *pixth, *pixd; + + PROCNAME("pixSauvolaBinarize"); + + if (ppixm) *ppixm = NULL; + if (ppixsd) *ppixsd = NULL; + if (ppixth) *ppixth = NULL; + if (ppixd) *ppixd = NULL; + if (!ppixm && !ppixsd && !ppixth && !ppixd) + return ERROR_INT("no outputs", procName, 1); + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs undefined or not 8 bpp", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is cmapped", procName, 1); + pixGetDimensions(pixs, &w, &h, NULL); + if (whsize < 2) + return ERROR_INT("whsize must be >= 2", procName, 1); + if (w < 2 * whsize + 3 || h < 2 * whsize + 3) + return ERROR_INT("whsize too large for image", procName, 1); + if (factor < 0.0) + return ERROR_INT("factor must be >= 0", procName, 1); + + if (addborder) { + pixg = pixAddMirroredBorder(pixs, whsize + 1, whsize + 1, + whsize + 1, whsize + 1); + pixsc = pixClone(pixs); + } else { + pixg = pixClone(pixs); + pixsc = pixRemoveBorder(pixs, whsize + 1); + } + if (!pixg || !pixsc) + return ERROR_INT("pixg and pixsc not made", procName, 1); + + /* All these functions strip off the border pixels. */ + if (ppixm || ppixth || ppixd) + pixm = pixWindowedMean(pixg, whsize, whsize, 1, 1); + if (ppixsd || ppixth || ppixd) + pixms = pixWindowedMeanSquare(pixg, whsize, whsize, 1); + if (ppixth || ppixd) + pixth = pixSauvolaGetThreshold(pixm, pixms, factor, ppixsd); + if (ppixd) { + pixd = pixApplyLocalThreshold(pixsc, pixth); + pixCopyResolution(pixd, pixs); + } + + if (ppixm) + *ppixm = pixm; + else + pixDestroy(&pixm); + pixDestroy(&pixms); + if (ppixth) + *ppixth = pixth; + else + pixDestroy(&pixth); + if (ppixd) + *ppixd = pixd; + pixDestroy(&pixg); + pixDestroy(&pixsc); + return 0; +} + + +/*! + * \brief pixSauvolaGetThreshold() + * + * \param[in] pixm 8 bpp grayscale; not colormapped + * \param[in] pixms 32 bpp + * \param[in] factor factor for reducing threshold due to variance; >= 0 + * \param[out] ppixsd [optional] local standard deviation + * \return pixd 8 bpp, sauvola threshold values, or NULL on error + * + * 
+ * Notes:
+ *      (1) The Sauvola threshold is determined from the formula:
+ *            t = m * (1 - k * (1 - s / 128))
+ *          where:
+ *            t = local threshold
+ *            m = local mean
+ *            k = %factor (>= 0)   [ typ. 0.35 ]
+ *            s = local standard deviation, which is maximized at
+ *                127.5 when half the samples are 0 and half are 255.
+ *      (2) See pixSauvolaBinarize() for other details.
+ *      (3) Important definitions and relations for computing averages:
+ *            v == pixel value
+ *            E(p) == expected value of p == average of p over some pixel set
+ *            S(v) == square of v == v * v
+ *            mv == E(v) == expected pixel value == mean value
+ *            ms == E(S(v)) == expected square of pixel values
+ *               == mean square value
+ *            var == variance == expected square of deviation from mean
+ *                == E(S(v - mv)) = E(S(v) - 2 * S(v * mv) + S(mv))
+ *                                = E(S(v)) - S(mv)
+ *                                = ms - mv * mv
+ *            s == standard deviation = sqrt(var)
+ *          So for evaluating the standard deviation in the Sauvola
+ *          threshold, we take
+ *            s = sqrt(ms - mv * mv)
+ *
+ */ +static PIX * +pixSauvolaGetThreshold(PIX *pixm, + PIX *pixms, + l_float32 factor, + PIX **ppixsd) +{ +l_int32 i, j, w, h, tabsize, wplm, wplms, wplsd, wpld, usetab; +l_int32 mv, ms, var, thresh; +l_uint32 *datam, *datams, *datasd, *datad; +l_uint32 *linem, *linems, *linesd, *lined; +l_float32 sd; +l_float32 *tab; /* of 2^16 square roots */ +PIX *pixsd, *pixd; + + PROCNAME("pixSauvolaGetThreshold"); + + if (ppixsd) *ppixsd = NULL; + if (!pixm || pixGetDepth(pixm) != 8) + return (PIX *)ERROR_PTR("pixm undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixm)) + return (PIX *)ERROR_PTR("pixm is colormapped", procName, NULL); + if (!pixms || pixGetDepth(pixms) != 32) + return (PIX *)ERROR_PTR("pixms undefined or not 32 bpp", + procName, NULL); + if (factor < 0.0) + return (PIX *)ERROR_PTR("factor must be >= 0", procName, NULL); + + /* Only make a table of 2^16 square roots if there + * are enough pixels to justify it. */ + pixGetDimensions(pixm, &w, &h, NULL); + usetab = (w * h > 100000) ? 1 : 0; + if (usetab) { + tabsize = 1 << 16; + tab = (l_float32 *)LEPT_CALLOC(tabsize, sizeof(l_float32)); + for (i = 0; i < tabsize; i++) + tab[i] = sqrtf((l_float32)i); + } + + pixd = pixCreate(w, h, 8); + if (ppixsd) { + pixsd = pixCreate(w, h, 8); + *ppixsd = pixsd; + } + datam = pixGetData(pixm); + datams = pixGetData(pixms); + if (ppixsd) datasd = pixGetData(pixsd); + datad = pixGetData(pixd); + wplm = pixGetWpl(pixm); + wplms = pixGetWpl(pixms); + if (ppixsd) wplsd = pixGetWpl(pixsd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + linem = datam + i * wplm; + linems = datams + i * wplms; + if (ppixsd) linesd = datasd + i * wplsd; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + mv = GET_DATA_BYTE(linem, j); + ms = linems[j]; + var = ms - mv * mv; + if (usetab) + sd = tab[var]; + else + sd = sqrtf((l_float32)var); + if (ppixsd) SET_DATA_BYTE(linesd, j, (l_int32)sd); + thresh = (l_int32)(mv * (1.0 - factor * (1.0 - sd / 128.))); + SET_DATA_BYTE(lined, j, thresh); + } + } + + if (usetab) LEPT_FREE(tab); + return pixd; +} + + +/*! + * \brief pixApplyLocalThreshold() + * + * \param[in] pixs 8 bpp grayscale; not colormapped + * \param[in] pixth 8 bpp array of local thresholds + * \return pixd 1 bpp, thresholded image, or NULL on error + */ +static PIX * +pixApplyLocalThreshold(PIX *pixs, + PIX *pixth) +{ +l_int32 i, j, w, h, wpls, wplt, wpld, vals, valt; +l_uint32 *datas, *datat, *datad, *lines, *linet, *lined; +PIX *pixd; + + PROCNAME("pixApplyLocalThreshold"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs is colormapped", procName, NULL); + if (!pixth || pixGetDepth(pixth) != 8) + return (PIX *)ERROR_PTR("pixth undefined or not 8 bpp", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreate(w, h, 1); + datas = pixGetData(pixs); + datat = pixGetData(pixth); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wplt = pixGetWpl(pixth); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + vals = GET_DATA_BYTE(lines, j); + valt = GET_DATA_BYTE(linet, j); + if (vals < valt) + SET_DATA_BIT(lined, j); + } + } + + return pixd; +} + + +/*----------------------------------------------------------------------* + * Thresholding using connected components * + *----------------------------------------------------------------------*/ +/*! + * \brief pixThresholdByConnComp() + * + * \param[in] pixs depth > 1, colormap OK + * \param[in] pixm [optional] 1 bpp mask giving region to ignore + * by setting pixels to white; use NULL if no mask + * \param[in] start, end, incr binarization threshold levels to test + * \param[in] thresh48 threshold on normalized difference between the + * numbers of 4 and 8 connected components + * \param[in] threshdiff threshold on normalized difference between the + * number of 4 cc at successive iterations + * \param[out] pglobthresh [optional] best global threshold; 0 + * if no threshold is found + * \param[out] ppixd [optional] image thresholded to binary, or + * null if no threshold is found + * \param[in] debugflag 1 for plotted results + * \return 0 if OK, 1 on error or if no threshold is found + * + * 
+ * Notes:
+ *      (1) This finds a global threshold based on connected components.
+ *          Although slow, it is reasonable to use it in a situation where
+ *          (a) the background in the image is relatively uniform, and
+ *          (b) the result will be fed to an OCR program that accepts 1 bpp
+ *              images and works best with easily segmented characters.
+ *          The reason for (b) is that this selects a threshold with a
+ *          minimum number of both broken characters and merged characters.
+ *      (2) If the pix has color, it is converted to gray using the
+ *          max component.
+ *      (3) Input 0 to use default values for any of these inputs:
+ *          %start, %end, %incr, %thresh48, %threshdiff.
+ *      (4) This approach can be understood as follows.  When the
+ *          binarization threshold is varied, the numbers of c.c. identify
+ *          four regimes:
+ *          (a) For low thresholds, text is broken into small pieces, and
+ *              the number of c.c. is large, with the 4 c.c. significantly
+ *              exceeding the 8 c.c.
+ *          (b) As the threshold rises toward the optimum value, the text
+ *              characters coalesce and there is very little difference
+ *              between the numbers of 4 and 8 c.c, which both go
+ *              through a minimum.
+ *          (c) Above this, the image background gets noisy because some
+ *              pixels are(thresholded to foreground, and the numbers
+ *              of c.c. quickly increase, with the 4 c.c. significantly
+ *              larger than the 8 c.c.
+ *          (d) At even higher thresholds, the image background noise
+ *              coalesces as it becomes mostly foreground, and the
+ *              number of c.c. drops quickly.
+ *      (5) If there is no global threshold that distinguishes foreground
+ *          text from background (e.g., weak text over a background that
+ *          has significant variation and/or bleedthrough), this returns 1,
+ *          which the caller should check.
+ *
+ */ +l_ok +pixThresholdByConnComp(PIX *pixs, + PIX *pixm, + l_int32 start, + l_int32 end, + l_int32 incr, + l_float32 thresh48, + l_float32 threshdiff, + l_int32 *pglobthresh, + PIX **ppixd, + l_int32 debugflag) +{ +l_int32 i, thresh, n, n4, n8, mincounts, found, globthresh; +l_float32 count4, count8, firstcount4, prevcount4, diff48, diff4; +GPLOT *gplot; +NUMA *na4, *na8; +PIX *pix1, *pix2, *pix3; + + PROCNAME("pixThresholdByConnComp"); + + if (pglobthresh) *pglobthresh = 0; + if (ppixd) *ppixd = NULL; + if (!pixs || pixGetDepth(pixs) == 1) + return ERROR_INT("pixs undefined or 1 bpp", procName, 1); + if (pixm && pixGetDepth(pixm) != 1) + return ERROR_INT("pixm must be 1 bpp", procName, 1); + + /* Assign default values if requested */ + if (start <= 0) start = 80; + if (end <= 0) end = 200; + if (incr <= 0) incr = 10; + if (thresh48 <= 0.0) thresh48 = 0.01; + if (threshdiff <= 0.0) threshdiff = 0.01; + if (start > end) + return ERROR_INT("invalid start,end", procName, 1); + + /* Make 8 bpp, using the max component if color. */ + if (pixGetColormap(pixs)) + pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC); + else + pix1 = pixClone(pixs); + if (pixGetDepth(pix1) == 32) + pix2 = pixConvertRGBToGrayMinMax(pix1, L_CHOOSE_MAX); + else + pix2 = pixConvertTo8(pix1, 0); + pixDestroy(&pix1); + + /* Mask out any non-text regions. Do this in-place, because pix2 + * can never be the same pix as pixs. */ + if (pixm) + pixSetMasked(pix2, pixm, 255); + + /* Make sure there are enough components to get a valid signal */ + pix3 = pixConvertTo1(pix2, start); + pixCountConnComp(pix3, 4, &n4); + pixDestroy(&pix3); + mincounts = 500; + if (n4 < mincounts) { + L_INFO("Insufficient component count: %d\n", procName, n4); + pixDestroy(&pix2); + return 1; + } + + /* Compute the c.c. data */ + na4 = numaCreate(0); + na8 = numaCreate(0); + numaSetParameters(na4, start, incr); + numaSetParameters(na8, start, incr); + for (thresh = start, i = 0; thresh <= end; thresh += incr, i++) { + pix3 = pixConvertTo1(pix2, thresh); + pixCountConnComp(pix3, 4, &n4); + pixCountConnComp(pix3, 8, &n8); + numaAddNumber(na4, n4); + numaAddNumber(na8, n8); + pixDestroy(&pix3); + } + if (debugflag) { + gplot = gplotCreate("/tmp/threshroot", GPLOT_PNG, + "number of cc vs. threshold", + "threshold", "number of cc"); + gplotAddPlot(gplot, NULL, na4, GPLOT_LINES, "plot 4cc"); + gplotAddPlot(gplot, NULL, na8, GPLOT_LINES, "plot 8cc"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + } + + n = numaGetCount(na4); + found = FALSE; + for (i = 0; i < n; i++) { + if (i == 0) { + numaGetFValue(na4, i, &firstcount4); + prevcount4 = firstcount4; + } else { + numaGetFValue(na4, i, &count4); + numaGetFValue(na8, i, &count8); + diff48 = (count4 - count8) / firstcount4; + diff4 = L_ABS(prevcount4 - count4) / firstcount4; + if (debugflag) { + fprintf(stderr, "diff48 = %7.3f, diff4 = %7.3f\n", + diff48, diff4); + } + if (diff48 < thresh48 && diff4 < threshdiff) { + found = TRUE; + break; + } + prevcount4 = count4; + } + } + numaDestroy(&na4); + numaDestroy(&na8); + + if (found) { + globthresh = start + i * incr; + if (pglobthresh) *pglobthresh = globthresh; + if (ppixd) { + *ppixd = pixConvertTo1(pix2, globthresh); + pixCopyResolution(*ppixd, pixs); + } + if (debugflag) fprintf(stderr, "global threshold = %d\n", globthresh); + pixDestroy(&pix2); + return 0; + } + + if (debugflag) fprintf(stderr, "no global threshold found\n"); + pixDestroy(&pix2); + return 1; +} diff --git a/3rdparty/hgOCR/leptonica/binexpand.c b/3rdparty/hgOCR/leptonica/binexpand.c new file mode 100644 index 00000000..bb5a888f --- /dev/null +++ b/3rdparty/hgOCR/leptonica/binexpand.c @@ -0,0 +1,303 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file binexpand.c + * 
+ *
+ *      Replicated expansion (integer scaling)
+ *         PIX     *pixExpandBinaryReplicate()
+ *
+ *      Special case: power of 2 replicated expansion
+ *         PIX     *pixExpandBinaryPower2()
+ *
+ *      Expansion tables for power of 2 expansion
+ *         static l_uint16    *makeExpandTab2x()
+ *         static l_uint32    *makeExpandTab4x()
+ *         static l_uint32    *makeExpandTab8x()
+ *
+ */ + +#include +#include "allheaders.h" + + /* Static table functions and tables */ +static l_uint16 * makeExpandTab2x(void); +static l_uint32 * makeExpandTab4x(void); +static l_uint32 * makeExpandTab8x(void); +static l_uint32 expandtab16[] = { + 0x00000000, 0x0000ffff, 0xffff0000, 0xffffffff}; + + +/*------------------------------------------------------------------* + * Replicated expansion (integer scaling) * + *------------------------------------------------------------------*/ +/*! + * \brief pixExpandBinaryReplicate() + * + * \param[in] pixs 1 bpp + * \param[in] xfact integer scale factor for horiz. replicative expansion + * \param[in] yfact integer scale factor for vertical replicative expansion + * \return pixd scaled up, or NULL on error + */ +PIX * +pixExpandBinaryReplicate(PIX *pixs, + l_int32 xfact, + l_int32 yfact) +{ +l_int32 w, h, d, wd, hd, wpls, wpld, i, j, k, start; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixExpandBinaryReplicate"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1) + return (PIX *)ERROR_PTR("pixs not binary", procName, NULL); + if (xfact <= 0 || yfact <= 0) + return (PIX *)ERROR_PTR("invalid scale factor: <= 0", procName, NULL); + + if (xfact == yfact) { + if (xfact == 1) + return pixCopy(NULL, pixs); + if (xfact == 2 || xfact == 4 || xfact == 8 || xfact == 16) + return pixExpandBinaryPower2(pixs, xfact); + } + + wpls = pixGetWpl(pixs); + datas = pixGetData(pixs); + wd = xfact * w; + hd = yfact * h; + if ((pixd = pixCreate(wd, hd, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixScaleResolution(pixd, (l_float32)xfact, (l_float32)yfact); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + yfact * i * wpld; + for (j = 0; j < w; j++) { /* replicate pixels on a single line */ + if (GET_DATA_BIT(lines, j)) { + start = xfact * j; + for (k = 0; k < xfact; k++) + SET_DATA_BIT(lined, start + k); + } + } + for (k = 1; k < yfact; k++) /* replicate the line */ + memcpy(lined + k * wpld, lined, 4 * wpld); + } + + return pixd; +} + + +/*------------------------------------------------------------------* + * Power of 2 expansion * + *------------------------------------------------------------------*/ +/*! + * \brief pixExpandBinaryPower2() + * + * \param[in] pixs 1 bpp + * \param[in] factor expansion factor: 1, 2, 4, 8, 16 + * \return pixd expanded 1 bpp by replication, or NULL on error + */ +PIX * +pixExpandBinaryPower2(PIX *pixs, + l_int32 factor) +{ +l_uint8 sval; +l_uint16 *tab2; +l_int32 i, j, k, w, h, d, wd, hd, wpls, wpld, sdibits, sqbits, sbytes; +l_uint32 *datas, *datad, *lines, *lined, *tab4, *tab8; +PIX *pixd; + + PROCNAME("pixExpandBinaryPower2"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1) + return (PIX *)ERROR_PTR("pixs not binary", procName, NULL); + if (factor == 1) + return pixCopy(NULL, pixs); + if (factor != 2 && factor != 4 && factor != 8 && factor != 16) + return (PIX *)ERROR_PTR("factor must be in {2,4,8,16}", procName, NULL); + + wpls = pixGetWpl(pixs); + datas = pixGetData(pixs); + wd = factor * w; + hd = factor * h; + if ((pixd = pixCreate(wd, hd, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixScaleResolution(pixd, (l_float32)factor, (l_float32)factor); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + if (factor == 2) { + tab2 = makeExpandTab2x(); + sbytes = (w + 7) / 8; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + 2 * i * wpld; + for (j = 0; j < sbytes; j++) { + sval = GET_DATA_BYTE(lines, j); + SET_DATA_TWO_BYTES(lined, j, tab2[sval]); + } + memcpy(lined + wpld, lined, 4 * wpld); + } + LEPT_FREE(tab2); + } else if (factor == 4) { + tab4 = makeExpandTab4x(); + sbytes = (w + 7) / 8; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + 4 * i * wpld; + for (j = 0; j < sbytes; j++) { + sval = GET_DATA_BYTE(lines, j); + lined[j] = tab4[sval]; + } + for (k = 1; k < 4; k++) + memcpy(lined + k * wpld, lined, 4 * wpld); + } + LEPT_FREE(tab4); + } else if (factor == 8) { + tab8 = makeExpandTab8x(); + sqbits = (w + 3) / 4; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + 8 * i * wpld; + for (j = 0; j < sqbits; j++) { + sval = GET_DATA_QBIT(lines, j); + if (sval > 15) + L_WARNING("sval = %d; should be < 16\n", procName, sval); + lined[j] = tab8[sval]; + } + for (k = 1; k < 8; k++) + memcpy(lined + k * wpld, lined, 4 * wpld); + } + LEPT_FREE(tab8); + } else { /* factor == 16 */ + sdibits = (w + 1) / 2; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + 16 * i * wpld; + for (j = 0; j < sdibits; j++) { + sval = GET_DATA_DIBIT(lines, j); + lined[j] = expandtab16[sval]; + } + for (k = 1; k < 16; k++) + memcpy(lined + k * wpld, lined, 4 * wpld); + } + } + + return pixd; +} + + +/*-------------------------------------------------------------------* + * Expansion tables for 2x, 4x and 8x expansion * + *-------------------------------------------------------------------*/ +static l_uint16 * +makeExpandTab2x(void) +{ +l_uint16 *tab; +l_int32 i; + + tab = (l_uint16 *) LEPT_CALLOC(256, sizeof(l_uint16)); + for (i = 0; i < 256; i++) { + if (i & 0x01) + tab[i] = 0x3; + if (i & 0x02) + tab[i] |= 0xc; + if (i & 0x04) + tab[i] |= 0x30; + if (i & 0x08) + tab[i] |= 0xc0; + if (i & 0x10) + tab[i] |= 0x300; + if (i & 0x20) + tab[i] |= 0xc00; + if (i & 0x40) + tab[i] |= 0x3000; + if (i & 0x80) + tab[i] |= 0xc000; + } + return tab; +} + + +static l_uint32 * +makeExpandTab4x(void) +{ +l_uint32 *tab; +l_int32 i; + + tab = (l_uint32 *) LEPT_CALLOC(256, sizeof(l_uint32)); + for (i = 0; i < 256; i++) { + if (i & 0x01) + tab[i] = 0xf; + if (i & 0x02) + tab[i] |= 0xf0; + if (i & 0x04) + tab[i] |= 0xf00; + if (i & 0x08) + tab[i] |= 0xf000; + if (i & 0x10) + tab[i] |= 0xf0000; + if (i & 0x20) + tab[i] |= 0xf00000; + if (i & 0x40) + tab[i] |= 0xf000000; + if (i & 0x80) + tab[i] |= 0xf0000000; + } + return tab; +} + + +static l_uint32 * +makeExpandTab8x(void) +{ +l_uint32 *tab; +l_int32 i; + + tab = (l_uint32 *) LEPT_CALLOC(16, sizeof(l_uint32)); + for (i = 0; i < 16; i++) { + if (i & 0x01) + tab[i] = 0xff; + if (i & 0x02) + tab[i] |= 0xff00; + if (i & 0x04) + tab[i] |= 0xff0000; + if (i & 0x08) + tab[i] |= 0xff000000; + } + return tab; +} diff --git a/3rdparty/hgOCR/leptonica/binreduce.c b/3rdparty/hgOCR/leptonica/binreduce.c new file mode 100644 index 00000000..2f813d31 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/binreduce.c @@ -0,0 +1,407 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + /*! + * \file binreduce.c + * 
+  *
+  *      Subsampled 2x reduction
+  *           PIX      *pixReduceBinary2()
+  *
+  *      Rank filtered 2x reductions
+  *           PIX      *pixReduceRankBinaryCascade()
+  *           PIX      *pixReduceRankBinary2()
+  *
+  *      Permutation table for 2x rank binary reduction
+  *           l_uint8  *makeSubsampleTab2x(void)
+  *
+ */ + +#include +#include "allheaders.h" + + + /*------------------------------------------------------------------* + * Subsampled reduction * + *------------------------------------------------------------------*/ + /*! + * \brief pixReduceBinary2() + * + * \param[in] pixs + * \param[in] intab [optional]; if null, a table is made here + * and destroyed before exit + * \return pixd 2x subsampled, or NULL on error + * + * 
+	* Notes:
+	*      (1) After folding, the data is in bytes 0 and 2 of the word,
+	*          and the bits in each byte are in the following order
+	*          (with 0 being the leftmost originating pair and 7 being
+	*          the rightmost originating pair):
+	*               0 4 1 5 2 6 3 7
+	*          These need to be permuted to
+	*               0 1 2 3 4 5 6 7
+	*          which is done with an 8-bit table generated by makeSubsampleTab2x().
+	*
+ */ +PIX * +pixReduceBinary2(PIX *pixs, + l_uint8 *intab) +{ + l_uint8 byte0, byte1; + l_uint8 *tab; + l_uint16 shortd; + l_int32 i, id, j, ws, hs, wpls, wpld, wplsi; + l_uint32 word; + l_uint32 *datas, *datad, *lines, *lined; + PIX *pixd; + + PROCNAME("pixReduceBinary2"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + + pixGetDimensions(pixs, &ws, &hs, NULL); + if (hs <= 1) + return (PIX *)ERROR_PTR("hs must be at least 2", procName, NULL); + wpls = pixGetWpl(pixs); + datas = pixGetData(pixs); + + if ((pixd = pixCreate(ws / 2, hs / 2, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixScaleResolution(pixd, 0.5, 0.5); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + + tab = (intab) ? intab : makeSubsampleTab2x(); + if (!tab) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("tab not made", procName, NULL); + } + + /* e.g., if ws = 65: wd = 32, wpls = 3, wpld = 1 --> trouble */ + wplsi = L_MIN(wpls, 2 * wpld); /* iterate over this number of words */ + + for (i = 0, id = 0; i < hs - 1; i += 2, id++) { + lines = datas + i * wpls; + lined = datad + id * wpld; + for (j = 0; j < wplsi; j++) { + word = *(lines + j); + word = word & 0xaaaaaaaa; /* mask */ + word = word | (word << 7); /* fold; data in bytes 0 & 2 */ + byte0 = word >> 24; + byte1 = (word >> 8) & 0xff; + shortd = (tab[byte0] << 8) | tab[byte1]; + SET_DATA_TWO_BYTES(lined, j, shortd); + } + } + + if (!intab) LEPT_FREE(tab); + return pixd; +} + + +/*------------------------------------------------------------------* + * Rank filtered binary reductions * + *------------------------------------------------------------------*/ + /*! + * \brief pixReduceRankBinaryCascade() + * + * \param[in] pixs 1 bpp + * \param[in] level1 threshold, in the set {0, 1, 2, 3, 4} + * \param[in] level2 threshold, in the set {0, 1, 2, 3, 4} + * \param[in] level3 threshold, in the set {0, 1, 2, 3, 4} + * \param[in] level4 threshold, in the set {0, 1, 2, 3, 4} + * \return pixd, or NULL on error + * + * 
+  * Notes:
+  *      (1) This performs up to four cascaded 2x rank reductions.
+  *      (2) Use level = 0 to truncate the cascade.
+  *
+ */ +PIX * +pixReduceRankBinaryCascade(PIX *pixs, + l_int32 level1, + l_int32 level2, + l_int32 level3, + l_int32 level4) +{ + PIX *pix1, *pix2, *pix3, *pix4; + l_uint8 *tab; + + PROCNAME("pixReduceRankBinaryCascade"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be binary", procName, NULL); + if (level1 > 4 || level2 > 4 || level3 > 4 || level4 > 4) + return (PIX *)ERROR_PTR("levels must not exceed 4", procName, NULL); + + if (level1 <= 0) { + L_WARNING("no reduction because level1 not > 0\n", procName); + return pixCopy(NULL, pixs); + } + + if ((tab = makeSubsampleTab2x()) == NULL) + return (PIX *)ERROR_PTR("tab not made", procName, NULL); + + pix1 = pixReduceRankBinary2(pixs, level1, tab); + if (level2 <= 0) { + LEPT_FREE(tab); + return pix1; + } + + pix2 = pixReduceRankBinary2(pix1, level2, tab); + pixDestroy(&pix1); + if (level3 <= 0) { + LEPT_FREE(tab); + return pix2; + } + + pix3 = pixReduceRankBinary2(pix2, level3, tab); + pixDestroy(&pix2); + if (level4 <= 0) { + LEPT_FREE(tab); + return pix3; + } + + pix4 = pixReduceRankBinary2(pix3, level4, tab); + pixDestroy(&pix3); + LEPT_FREE(tab); + return pix4; +} + + +/*! + * \brief pixReduceRankBinary2() + * + * \param[in] pixs 1 bpp + * \param[in] level rank threshold: 1, 2, 3, 4 + * \param[in] intab [optional]; if null, a table is made here + * and destroyed before exit + * \return pixd 1 bpp, 2x rank threshold reduced, or NULL on error + * + * 
+ * Notes:
+ *      (1) pixd is downscaled by 2x from pixs.
+ *      (2) The rank threshold specifies the minimum number of ON
+ *          pixels in each 2x2 region of pixs that are required to
+ *          set the corresponding pixel ON in pixd.
+ *      (3) Rank filtering is done to the UL corner of each 2x2 pixel block,
+ *          using only logical operations.  Then these pixels are chosen
+ *          in the 2x subsampling process, subsampled, as described
+ *          above in pixReduceBinary2().
+ *
+ */ +PIX * +pixReduceRankBinary2(PIX *pixs, + l_int32 level, + l_uint8 *intab) +{ + l_uint8 byte0, byte1; + l_uint8 *tab; + l_uint16 shortd; + l_int32 i, id, j, ws, hs, wpls, wpld, wplsi; + l_uint32 word1, word2, word3, word4; + l_uint32 *datas, *datad, *lines, *lined; + PIX *pixd; + + PROCNAME("pixReduceRankBinary2"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not binary", procName, NULL); + if (level < 1 || level > 4) + return (PIX *)ERROR_PTR("level must be in set {1,2,3,4}", + procName, NULL); + + pixGetDimensions(pixs, &ws, &hs, NULL); + if (hs <= 1) + return (PIX *)ERROR_PTR("hs must be at least 2", procName, NULL); + wpls = pixGetWpl(pixs); + datas = pixGetData(pixs); + + if ((pixd = pixCreate(ws / 2, hs / 2, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixScaleResolution(pixd, 0.5, 0.5); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + + tab = (intab) ? intab : makeSubsampleTab2x(); + if (!tab) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("tab not made", procName, NULL); + } + + /* e.g., if ws = 65: wd = 32, wpls = 3, wpld = 1 --> trouble */ + wplsi = L_MIN(wpls, 2 * wpld); /* iterate over this number of words */ + + switch (level) + { + + case 1: + for (i = 0, id = 0; i < hs - 1; i += 2, id++) { + lines = datas + i * wpls; + lined = datad + id * wpld; + for (j = 0; j < wplsi; j++) { + word1 = *(lines + j); + word2 = *(lines + wpls + j); + + /* OR/OR */ + word2 = word1 | word2; + word2 = word2 | (word2 << 1); + + word2 = word2 & 0xaaaaaaaa; /* mask */ + word1 = word2 | (word2 << 7); /* fold; data in bytes 0 & 2 */ + byte0 = word1 >> 24; + byte1 = (word1 >> 8) & 0xff; + shortd = (tab[byte0] << 8) | tab[byte1]; + SET_DATA_TWO_BYTES(lined, j, shortd); + } + } + break; + + case 2: + for (i = 0, id = 0; i < hs - 1; i += 2, id++) { + lines = datas + i * wpls; + lined = datad + id * wpld; + for (j = 0; j < wplsi; j++) { + word1 = *(lines + j); + word2 = *(lines + wpls + j); + + /* (AND/OR) OR (OR/AND) */ + word3 = word1 & word2; + word3 = word3 | (word3 << 1); + word4 = word1 | word2; + word4 = word4 & (word4 << 1); + word2 = word3 | word4; + + word2 = word2 & 0xaaaaaaaa; /* mask */ + word1 = word2 | (word2 << 7); /* fold; data in bytes 0 & 2 */ + byte0 = word1 >> 24; + byte1 = (word1 >> 8) & 0xff; + shortd = (tab[byte0] << 8) | tab[byte1]; + SET_DATA_TWO_BYTES(lined, j, shortd); + } + } + break; + + case 3: + for (i = 0, id = 0; i < hs - 1; i += 2, id++) { + lines = datas + i * wpls; + lined = datad + id * wpld; + for (j = 0; j < wplsi; j++) { + word1 = *(lines + j); + word2 = *(lines + wpls + j); + + /* (AND/OR) AND (OR/AND) */ + word3 = word1 & word2; + word3 = word3 | (word3 << 1); + word4 = word1 | word2; + word4 = word4 & (word4 << 1); + word2 = word3 & word4; + + word2 = word2 & 0xaaaaaaaa; /* mask */ + word1 = word2 | (word2 << 7); /* fold; data in bytes 0 & 2 */ + byte0 = word1 >> 24; + byte1 = (word1 >> 8) & 0xff; + shortd = (tab[byte0] << 8) | tab[byte1]; + SET_DATA_TWO_BYTES(lined, j, shortd); + } + } + break; + + case 4: + for (i = 0, id = 0; i < hs - 1; i += 2, id++) { + lines = datas + i * wpls; + lined = datad + id * wpld; + for (j = 0; j < wplsi; j++) { + word1 = *(lines + j); + word2 = *(lines + wpls + j); + + /* AND/AND */ + word2 = word1 & word2; + word2 = word2 & (word2 << 1); + + word2 = word2 & 0xaaaaaaaa; /* mask */ + word1 = word2 | (word2 << 7); /* fold; data in bytes 0 & 2 */ + byte0 = word1 >> 24; + byte1 = (word1 >> 8) & 0xff; + shortd = (tab[byte0] << 8) | tab[byte1]; + SET_DATA_TWO_BYTES(lined, j, shortd); + } + } + break; + } + + if (!intab) LEPT_FREE(tab); + return pixd; +} + + +/*! + * \brief makeSubsampleTab2x() + * + * \return tab table of 256 permutations, or NULL on error + * + * 
+ * Notes:
+ *      Permutation table for 2x rank binary reduction
+ *      This table permutes the bits in a byte, from
+ *          0 4 1 5 2 6 3 7
+ *      to
+ *          0 1 2 3 4 5 6 7
+ *
+ */ +l_uint8 * +makeSubsampleTab2x(void) +{ + l_uint8 *tab; + l_int32 i; + + PROCNAME("makeSubsampleTab2x"); + + if ((tab = (l_uint8 *)LEPT_CALLOC(256, sizeof(l_uint8))) == NULL) + return (l_uint8 *)ERROR_PTR("tab not made", procName, NULL); + + for (i = 0; i < 256; i++) + tab[i] = ((i & 0x01)) | /* 7 */ + ((i & 0x04) >> 1) | /* 6 */ + ((i & 0x10) >> 2) | /* 5 */ + ((i & 0x40) >> 3) | /* 4 */ + ((i & 0x02) << 3) | /* 3 */ + ((i & 0x08) << 2) | /* 2 */ + ((i & 0x20) << 1) | /* 1 */ + ((i & 0x80)); /* 0 */ + + return tab; +} diff --git a/3rdparty/hgOCR/leptonica/blend.c b/3rdparty/hgOCR/leptonica/blend.c new file mode 100644 index 00000000..a8e52739 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/blend.c @@ -0,0 +1,2293 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file blend.c + * 
+ *
+ *      Blending two images that are not colormapped
+ *           PIX             *pixBlend()
+ *           PIX             *pixBlendMask()
+ *           PIX             *pixBlendGray()
+ *           PIX             *pixBlendGrayInverse()
+ *           PIX             *pixBlendColor()
+ *           PIX             *pixBlendColorByChannel()
+ *           PIX             *pixBlendGrayAdapt()
+ *           static l_int32   blendComponents()
+ *           PIX             *pixFadeWithGray()
+ *           PIX             *pixBlendHardLight()
+ *           static l_int32   blendHardLightComponents()
+ *
+ *      Blending two colormapped images
+ *           l_int32          pixBlendCmap()
+ *
+ *      Blending two images using a third (alpha mask)
+ *           PIX             *pixBlendWithGrayMask()
+ *
+ *      Blending background to a specific color
+ *           PIX             *pixBlendBackgroundToColor()
+ *
+ *      Multiplying by a specific color
+ *           PIX             *pixMultiplyByColor()
+ *
+ *      Rendering with alpha blending over a uniform background
+ *           PIX             *pixAlphaBlendUniform()
+ *
+ *      Adding an alpha layer for blending
+ *           PIX             *pixAddAlphaToBlend()
+ *
+ *      Setting a transparent alpha component over a white background
+ *           PIX             *pixSetAlphaOverWhite()
+ *
+ *      Fading from the edge
+ *           l_int32          pixLinearEdgeFade()
+ *
+ *  In blending operations a new pix is produced where typically
+ *  a subset of pixels in src1 are changed by the set of pixels
+ *  in src2, when src2 is located in a given position relative
+ *  to src1.  This is similar to rasterop, except that the
+ *  blending operations we allow are more complex, and typically
+ *  result in dest pixels that are a linear combination of two
+ *  pixels, such as src1 and its inverse.  I find it convenient
+ *  to think of src2 as the "blender" (the one that takes the action)
+ *  and src1 as the "blendee" (the one that changes).
+ *
+ *  Blending works best when src1 is 8 or 32 bpp.  We also allow
+ *  src1 to be colormapped, but the colormap is removed before blending,
+ *  so if src1 is colormapped, we can't allow in-place blending.
+ *
+ *  Because src2 is typically smaller than src1, we can implement by
+ *  clipping src2 to src1 and then transforming some of the dest
+ *  pixels that are under the support of src2.  In practice, we
+ *  do the clipping in the inner pixel loop.  For grayscale and
+ *  color src2, we also allow a simple form of transparency, where
+ *  pixels of a particular value in src2 are transparent; for those pixels,
+ *  no blending is done.
+ *
+ *  The blending functions are categorized by the depth of src2,
+ *  the blender, and not that of src1, the blendee.
+ *
+ *   ~ If src2 is 1 bpp, we can do one of three things:
+ *     (1) L_BLEND_WITH_INVERSE: Blend a given fraction of src1 with its
+ *         inverse color for those pixels in src2 that are fg (ON),
+ *         and leave the dest pixels unchanged for pixels in src2 that
+ *         are bg (OFF).
+ *     (2) L_BLEND_TO_WHITE: Fade the src1 pixels toward white by a
+ *         given fraction for those pixels in src2 that are fg (ON),
+ *         and leave the dest pixels unchanged for pixels in src2 that
+ *         are bg (OFF).
+ *     (3) L_BLEND_TO_BLACK: Fade the src1 pixels toward black by a
+ *         given fraction for those pixels in src2 that are fg (ON),
+ *         and leave the dest pixels unchanged for pixels in src2 that
+ *         are bg (OFF).
+ *     The blending function is pixBlendMask().
+ *
+ *   ~ If src2 is 8 bpp grayscale, we can do one of two things
+ *     (but see pixFadeWithGray() below):
+ *     (1) L_BLEND_GRAY: If src1 is 8 bpp, mix the two values, using
+ *         a fraction of src2 and (1 - fraction) of src1.
+ *         If src1 is 32 bpp (rgb), mix the fraction of src2 with
+ *         each of the color components in src1.
+ *     (2) L_BLEND_GRAY_WITH_INVERSE: Use the grayscale value in src2
+ *         to determine how much of the inverse of a src1 pixel is
+ *         to be combined with the pixel value.  The input fraction
+ *         further acts to scale the change in the src1 pixel.
+ *     The blending function is pixBlendGray().
+ *
+ *   ~ If src2 is color, we blend a given fraction of src2 with
+ *     src1.  If src1 is 8 bpp, the resulting image is 32 bpp.
+ *     The blending function is pixBlendColor().
+ *
+ *   ~ For all three blending functions -- pixBlendMask(), pixBlendGray()
+ *     and pixBlendColor() -- you can apply the blender to the blendee
+ *     either in-place or generating a new pix.  For the in-place
+ *     operation, this requires that the depth of the resulting pix
+ *     must equal that of the input pixs1.
+ *
+ *   ~ We remove colormaps from src1 and src2 before blending.
+ *     Any quantization would have to be done after blending.
+ *
+ *  We include another function, pixFadeWithGray(), that blends
+ *  a gray or color src1 with a gray src2.  It does one of these things:
+ *     (1) L_BLEND_TO_WHITE: Fade the src1 pixels toward white by
+ *         a number times the value in src2.
+ *     (2) L_BLEND_TO_BLACK: Fade the src1 pixels toward black by
+ *         a number times the value in src2.
+ *
+ *  Also included is a generalization of the so-called "hard light"
+ *  blending: pixBlendHardLight().  We generalize by allowing a fraction < 1.0
+ *  of the blender to be admixed with the blendee.  The standard function
+ *  does full mixing.
+ *
+ */ + + +#include "allheaders.h" + +static l_int32 blendComponents(l_int32 a, l_int32 b, l_float32 fract); +static l_int32 blendHardLightComponents(l_int32 a, l_int32 b, l_float32 fract); + + +/*-------------------------------------------------------------* + * Blending two images that are not colormapped * + *-------------------------------------------------------------*/ +/*! + * \brief pixBlend() + * + * \param[in] pixs1 blendee + * \param[in] pixs2 blender; typ. smaller + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1; can be < 0 + * \param[in] fract blending fraction + * \return pixd blended image, or null on error + * + * 
+ * Notes:
+ *      (1) This is a simple top-level interface.  For more flexibility,
+ *          call directly into pixBlendMask(), etc.
+ *
+ */ +PIX * +pixBlend(PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 fract) +{ +l_int32 w1, h1, d1, d2; +BOX *box; +PIX *pixc, *pixt, *pixd; + + PROCNAME("pixBlend"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, NULL); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, NULL); + + /* check relative depths */ + d1 = pixGetDepth(pixs1); + d2 = pixGetDepth(pixs2); + if (d1 == 1 && d2 > 1) + return (PIX *)ERROR_PTR("mixing gray or color with 1 bpp", + procName, NULL); + + /* remove colormap from pixs2 if necessary */ + pixt = pixRemoveColormap(pixs2, REMOVE_CMAP_BASED_ON_SRC); + d2 = pixGetDepth(pixt); + + /* Check if pixs2 is clipped by its position with respect + * to pixs1; if so, clip it and redefine x and y if necessary. + * This actually isn't necessary, as the specific blending + * functions do the clipping directly in the pixel loop + * over pixs2, but it's included here to show how it can + * easily be done on pixs2 first. */ + pixGetDimensions(pixs1, &w1, &h1, NULL); + box = boxCreate(-x, -y, w1, h1); /* box of pixs1 relative to pixs2 */ + pixc = pixClipRectangle(pixt, box, NULL); + boxDestroy(&box); + if (!pixc) { + L_WARNING("box doesn't overlap pix\n", procName); + pixDestroy(&pixt); + return NULL; + } + x = L_MAX(0, x); + y = L_MAX(0, y); + + if (d2 == 1) { + pixd = pixBlendMask(NULL, pixs1, pixc, x, y, fract, + L_BLEND_WITH_INVERSE); + } else if (d2 == 8) { + pixd = pixBlendGray(NULL, pixs1, pixc, x, y, fract, + L_BLEND_GRAY, 0, 0); + } else { /* d2 == 32 */ + pixd = pixBlendColor(NULL, pixs1, pixc, x, y, fract, 0, 0); + } + + pixDestroy(&pixc); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixBlendMask() + * + * \param[in] pixd [optional]; either NULL or equal to pixs1 for in-place + * \param[in] pixs1 blendee, depth > 1 + * \param[in] pixs2 blender, 1 bpp; typ. smaller in size than pixs1 + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1; can be < 0 + * \param[in] fract blending fraction + * \param[in] type L_BLEND_WITH_INVERSE, L_BLEND_TO_WHITE, + * L_BLEND_TO_BLACK + * \return pixd if OK; null on error + * + * 
+ * Notes:
+ *      (1) Clipping of pixs2 to pixs1 is done in the inner pixel loop.
+ *      (2) If pixs1 has a colormap, it is removed.
+ *      (3) For inplace operation (pixs1 not cmapped), call it this way:
+ *            pixBlendMask(pixs1, pixs1, pixs2, ...)
+ *      (4) For generating a new pixd:
+ *            pixd = pixBlendMask(NULL, pixs1, pixs2, ...)
+ *      (5) Only call in-place if pixs1 does not have a colormap.
+ *      (6) Invalid %fract defaults to 0.5 with a warning.
+ *          Invalid %type defaults to L_BLEND_WITH_INVERSE with a warning.
+ *
+ */ +PIX * +pixBlendMask(PIX *pixd, + PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 fract, + l_int32 type) +{ +l_int32 i, j, d, wc, hc, w, h, wplc; +l_int32 val, rval, gval, bval; +l_uint32 pixval; +l_uint32 *linec, *datac; +PIX *pixc, *pix1, *pix2; + + PROCNAME("pixBlendMask"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, NULL); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, NULL); + if (pixGetDepth(pixs1) == 1) + return (PIX *)ERROR_PTR("pixs1 is 1 bpp", procName, NULL); + if (pixGetDepth(pixs2) != 1) + return (PIX *)ERROR_PTR("pixs2 not 1 bpp", procName, NULL); + if (pixd == pixs1 && pixGetColormap(pixs1)) + return (PIX *)ERROR_PTR("inplace; pixs1 has colormap", procName, NULL); + if (pixd && (pixd != pixs1)) + return (PIX *)ERROR_PTR("pixd must be NULL or pixs1", procName, NULL); + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + if (type != L_BLEND_WITH_INVERSE && type != L_BLEND_TO_WHITE && + type != L_BLEND_TO_BLACK) { + L_WARNING("invalid blend type; setting to L_BLEND_WITH_INVERSE\n", + procName); + type = L_BLEND_WITH_INVERSE; + } + + /* If pixd != NULL, we know that it is equal to pixs1 and + * that pixs1 does not have a colormap, so that an in-place operation + * can be done. Otherwise, remove colormap from pixs1 if + * it exists and unpack to at least 8 bpp if necessary, + * to do the blending on a new pix. */ + if (!pixd) { + pix1 = pixRemoveColormap(pixs1, REMOVE_CMAP_BASED_ON_SRC); + if (pixGetDepth(pix1) < 8) + pix2 = pixConvertTo8(pix1, FALSE); + else + pix2 = pixClone(pix1); + pixd = pixCopy(NULL, pix2); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + pixGetDimensions(pixd, &w, &h, &d); /* d must be either 8 or 32 bpp */ + pixc = pixClone(pixs2); + wc = pixGetWidth(pixc); + hc = pixGetHeight(pixc); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + + /* Check limits for src1, in case clipping was not done. */ + switch (type) + { + case L_BLEND_WITH_INVERSE: + /* + * The basic logic for this blending is: + * p --> (1 - f) * p + f * (1 - p) + * where p is a normalized value: p = pixval / 255. + * Thus, + * p --> p + f * (1 - 2 * p) + */ + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + bval = GET_DATA_BIT(linec, j); + if (bval) { + switch (d) + { + case 8: + pixGetPixel(pixd, x + j, y + i, &pixval); + val = (l_int32)(pixval + fract * (255 - 2 * pixval)); + pixSetPixel(pixd, x + j, y + i, val); + break; + case 32: + pixGetPixel(pixd, x + j, y + i, &pixval); + extractRGBValues(pixval, &rval, &gval, &bval); + rval = (l_int32)(rval + fract * (255 - 2 * rval)); + gval = (l_int32)(gval + fract * (255 - 2 * gval)); + bval = (l_int32)(bval + fract * (255 - 2 * bval)); + composeRGBPixel(rval, gval, bval, &pixval); + pixSetPixel(pixd, x + j, y + i, pixval); + break; + default: + L_WARNING("d neither 8 nor 32 bpp; no blend\n", + procName); + } + } + } + } + break; + case L_BLEND_TO_WHITE: + /* + * The basic logic for this blending is: + * p --> p + f * (1 - p) (p normalized to [0...1]) + */ + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + bval = GET_DATA_BIT(linec, j); + if (bval) { + switch (d) + { + case 8: + pixGetPixel(pixd, x + j, y + i, &pixval); + val = (l_int32)(pixval + fract * (255 - pixval)); + pixSetPixel(pixd, x + j, y + i, val); + break; + case 32: + pixGetPixel(pixd, x + j, y + i, &pixval); + extractRGBValues(pixval, &rval, &gval, &bval); + rval = (l_int32)(rval + fract * (255 - rval)); + gval = (l_int32)(gval + fract * (255 - gval)); + bval = (l_int32)(bval + fract * (255 - bval)); + composeRGBPixel(rval, gval, bval, &pixval); + pixSetPixel(pixd, x + j, y + i, pixval); + break; + default: + L_WARNING("d neither 8 nor 32 bpp; no blend\n", + procName); + } + } + } + } + break; + case L_BLEND_TO_BLACK: + /* + * The basic logic for this blending is: + * p --> (1 - f) * p (p normalized to [0...1]) + */ + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + bval = GET_DATA_BIT(linec, j); + if (bval) { + switch (d) + { + case 8: + pixGetPixel(pixd, x + j, y + i, &pixval); + val = (l_int32)((1. - fract) * pixval); + pixSetPixel(pixd, x + j, y + i, val); + break; + case 32: + pixGetPixel(pixd, x + j, y + i, &pixval); + extractRGBValues(pixval, &rval, &gval, &bval); + rval = (l_int32)((1. - fract) * rval); + gval = (l_int32)((1. - fract) * gval); + bval = (l_int32)((1. - fract) * bval); + composeRGBPixel(rval, gval, bval, &pixval); + pixSetPixel(pixd, x + j, y + i, pixval); + break; + default: + L_WARNING("d neither 8 nor 32 bpp; no blend\n", + procName); + } + } + } + } + break; + default: + L_WARNING("invalid binary mask blend type\n", procName); + break; + } + + pixDestroy(&pixc); + return pixd; +} + + +/*! + * \brief pixBlendGray() + * + * \param[in] pixd [optional] either equal to pixs1 for in-place, + * or NULL + * \param[in] pixs1 blendee, depth > 1 + * \param[in] pixs2 blender, any depth; typically, the area of + * pixs2 is smaller than pixs1 + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1; can be < 0 + * \param[in] fract blending fraction + * \param[in] type L_BLEND_GRAY, L_BLEND_GRAY_WITH_INVERSE + * \param[in] transparent 1 to use transparency; 0 otherwise + * \param[in] transpix pixel grayval in pixs2 that is to be transparent + * \return pixd if OK; pixs1 on error + * + * 
+ * Notes:
+ *      (1) For inplace operation (pixs1 not cmapped), call it this way:
+ *            pixBlendGray(pixs1, pixs1, pixs2, ...)
+ *      (2) For generating a new pixd:
+ *            pixd = pixBlendGray(NULL, pixs1, pixs2, ...)
+ *      (3) Clipping of pixs2 to pixs1 is done in the inner pixel loop.
+ *      (4) If pixs1 has a colormap, it is removed; otherwise, if pixs1
+ *          has depth < 8, it is unpacked to generate a 8 bpp pix.
+ *      (5) If transparent = 0, the blending fraction (fract) is
+ *          applied equally to all pixels.
+ *      (6) If transparent = 1, all pixels of value transpix (typically
+ *          either 0 or 0xff) in pixs2 are transparent in the blend.
+ *      (7) After processing pixs1, it is either 8 bpp or 32 bpp:
+ *          ~ if 8 bpp, the fraction of pixs2 is mixed with pixs1.
+ *          ~ if 32 bpp, each component of pixs1 is mixed with
+ *            the same fraction of pixs2.
+ *      (8) For L_BLEND_GRAY_WITH_INVERSE, the white values of the blendee
+ *          (cval == 255 in the code below) result in a delta of 0.
+ *          Thus, these pixels are intrinsically transparent!
+ *          The "pivot" value of the src, at which no blending occurs, is
+ *          128.  Compare with the adaptive pivot in pixBlendGrayAdapt().
+ *      (9) Invalid %fract defaults to 0.5 with a warning.
+ *          Invalid %type defaults to L_BLEND_GRAY with a warning.
+ *
+ */ +PIX * +pixBlendGray(PIX *pixd, + PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 fract, + l_int32 type, + l_int32 transparent, + l_uint32 transpix) +{ +l_int32 i, j, d, wc, hc, w, h, wplc, wpld, delta; +l_int32 ival, irval, igval, ibval, cval, dval; +l_uint32 val32; +l_uint32 *linec, *lined, *datac, *datad; +PIX *pixc, *pix1, *pix2; + + PROCNAME("pixBlendGray"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd); + if (pixGetDepth(pixs1) == 1) + return (PIX *)ERROR_PTR("pixs1 is 1 bpp", procName, pixd); + if (pixd == pixs1 && pixGetColormap(pixs1)) + return (PIX *)ERROR_PTR("can't do in-place with cmap", procName, pixd); + if (pixd && (pixd != pixs1)) + return (PIX *)ERROR_PTR("pixd must be NULL or pixs1", procName, pixd); + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + if (type != L_BLEND_GRAY && type != L_BLEND_GRAY_WITH_INVERSE) { + L_WARNING("invalid blend type; setting to L_BLEND_GRAY\n", procName); + type = L_BLEND_GRAY; + } + + /* If pixd != NULL, we know that it is equal to pixs1 and + * that pixs1 does not have a colormap, so that an in-place operation + * can be done. Otherwise, remove colormap from pixs1 if + * it exists and unpack to at least 8 bpp if necessary, + * to do the blending on a new pix. */ + if (!pixd) { + pix1 = pixRemoveColormap(pixs1, REMOVE_CMAP_BASED_ON_SRC); + if (pixGetDepth(pix1) < 8) + pix2 = pixConvertTo8(pix1, FALSE); + else + pix2 = pixClone(pix1); + pixd = pixCopy(NULL, pix2); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + pixGetDimensions(pixd, &w, &h, &d); /* 8 or 32 bpp */ + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + pixc = pixConvertTo8(pixs2, 0); + pixGetDimensions(pixc, &wc, &hc, NULL); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + + /* Check limits for src1, in case clipping was not done */ + if (type == L_BLEND_GRAY) { + /* + * The basic logic for this blending is: + * p --> (1 - f) * p + f * c + * where c is the 8 bpp blender. All values are normalized to [0...1]. + */ + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + lined = datad + (i + y) * wpld; + switch (d) + { + case 8: + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval = GET_DATA_BYTE(linec, j); + if (transparent == 0 || cval != transpix) { + dval = GET_DATA_BYTE(lined, j + x); + ival = (l_int32)((1. - fract) * dval + fract * cval); + SET_DATA_BYTE(lined, j + x, ival); + } + } + break; + case 32: + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval = GET_DATA_BYTE(linec, j); + if (transparent == 0 || cval != transpix) { + val32 = *(lined + j + x); + extractRGBValues(val32, &irval, &igval, &ibval); + irval = (l_int32)((1. - fract) * irval + fract * cval); + igval = (l_int32)((1. - fract) * igval + fract * cval); + ibval = (l_int32)((1. - fract) * ibval + fract * cval); + composeRGBPixel(irval, igval, ibval, &val32); + *(lined + j + x) = val32; + } + } + break; + default: + break; /* shouldn't happen */ + } + } + } else { /* L_BLEND_GRAY_WITH_INVERSE */ + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + lined = datad + (i + y) * wpld; + switch (d) + { + case 8: + /* + * For 8 bpp, the dest pix is shifted by a signed amount + * proportional to the distance from 128 (the pivot value), + * and to the darkness of src2. If the dest is darker + * than 128, it becomes lighter, and v.v. + * The basic logic is: + * d --> d + f * (0.5 - d) * (1 - c) + * where d and c are normalized pixel values for src1 and + * src2, respectively, with 8 bit normalization to [0...1]. + */ + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval = GET_DATA_BYTE(linec, j); + if (transparent == 0 || cval != transpix) { + ival = GET_DATA_BYTE(lined, j + x); + delta = (128 - ival) * (255 - cval) / 256; + ival += (l_int32)(fract * delta + 0.5); + SET_DATA_BYTE(lined, j + x, ival); + } + } + break; + case 32: + /* Each component is shifted by the same formula for 8 bpp */ + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval = GET_DATA_BYTE(linec, j); + if (transparent == 0 || cval != transpix) { + val32 = *(lined + j + x); + extractRGBValues(val32, &irval, &igval, &ibval); + delta = (128 - irval) * (255 - cval) / 256; + irval += (l_int32)(fract * delta + 0.5); + delta = (128 - igval) * (255 - cval) / 256; + igval += (l_int32)(fract * delta + 0.5); + delta = (128 - ibval) * (255 - cval) / 256; + ibval += (l_int32)(fract * delta + 0.5); + composeRGBPixel(irval, igval, ibval, &val32); + *(lined + j + x) = val32; + } + } + break; + default: + break; /* shouldn't happen */ + } + } + } + + pixDestroy(&pixc); + return pixd; +} + + +/*! + * \brief pixBlendGrayInverse() + * + * \param[in] pixd [optional] either equal to pixs1 for in-place, or NULL + * \param[in] pixd [optional] either NULL or equal to pixs1 for in-place + * \param[in] pixs1 blendee, depth > 1 + * \param[in] pixs2 blender, any depth; typ. smaller in size than pixs1 + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1; can be < 0 + * \param[in] fract blending fraction + * \return pixd if OK; pixs1 on error + * + * 
+ * Notes:
+ *      (1) For inplace operation (pixs1 not cmapped), call it this way:
+ *            pixBlendGrayInverse(pixs1, pixs1, pixs2, ...)
+ *      (2) For generating a new pixd:
+ *            pixd = pixBlendGrayInverse(NULL, pixs1, pixs2, ...)
+ *      (3) Clipping of pixs2 to pixs1 is done in the inner pixel loop.
+ *      (4) If pixs1 has a colormap, it is removed; otherwise if pixs1
+ *          has depth < 8, it is unpacked to generate a 8 bpp pix.
+ *      (5) This is a no-nonsense blender.  It changes the src1 pixel except
+ *          when the src1 pixel is midlevel gray.  Use fract == 1 for the most
+ *          aggressive blending, where, if the gray pixel in pixs2 is 0,
+ *          we get a complete inversion of the color of the src pixel in pixs1.
+ *      (6) The basic logic is that each component transforms by:
+                 d  -->  c * d + (1 - c ) * (f * (1 - d) + d * (1 - f))
+ *          where c is the blender pixel from pixs2,
+ *                f is %fract,
+ *                c and d are normalized to [0...1]
+ *          This has the property that for f == 0 (no blend) or c == 1 (white):
+ *               d  -->  d
+ *          For c == 0 (black) we get maximum inversion:
+ *               d  -->  f * (1 - d) + d * (1 - f)   [inversion by fraction f]
+ *
+ */ +PIX * +pixBlendGrayInverse(PIX *pixd, + PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 fract) +{ +l_int32 i, j, d, wc, hc, w, h, wplc, wpld; +l_int32 irval, igval, ibval, cval, dval; +l_float32 a; +l_uint32 val32; +l_uint32 *linec, *lined, *datac, *datad; +PIX *pixc, *pix1, *pix2; + + PROCNAME("pixBlendGrayInverse"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd); + if (pixGetDepth(pixs1) == 1) + return (PIX *)ERROR_PTR("pixs1 is 1 bpp", procName, pixd); + if (pixd == pixs1 && pixGetColormap(pixs1)) + return (PIX *)ERROR_PTR("can't do in-place with cmap", procName, pixd); + if (pixd && (pixd != pixs1)) + return (PIX *)ERROR_PTR("pixd must be NULL or pixs1", procName, pixd); + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + + /* If pixd != NULL, we know that it is equal to pixs1 and + * that pixs1 does not have a colormap, so that an in-place operation + * can be done. Otherwise, remove colormap from pixs1 if + * it exists and unpack to at least 8 bpp if necessary, + * to do the blending on a new pix. */ + if (!pixd) { + pix1 = pixRemoveColormap(pixs1, REMOVE_CMAP_BASED_ON_SRC); + if (pixGetDepth(pix1) < 8) + pix2 = pixConvertTo8(pix1, FALSE); + else + pix2 = pixClone(pix1); + pixd = pixCopy(NULL, pix2); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + pixGetDimensions(pixd, &w, &h, &d); /* 8 or 32 bpp */ + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + pixc = pixConvertTo8(pixs2, 0); + pixGetDimensions(pixc, &wc, &hc, NULL); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + + /* Check limits for src1, in case clipping was not done */ + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + lined = datad + (i + y) * wpld; + switch (d) + { + case 8: + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval = GET_DATA_BYTE(linec, j); + dval = GET_DATA_BYTE(lined, j + x); + a = (1.0 - fract) * dval + fract * (255.0 - dval); + dval = (l_int32)(cval * dval / 255.0 + + a * (255.0 - cval) / 255.0); + SET_DATA_BYTE(lined, j + x, dval); + } + break; + case 32: + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval = GET_DATA_BYTE(linec, j); + val32 = *(lined + j + x); + extractRGBValues(val32, &irval, &igval, &ibval); + a = (1.0 - fract) * irval + fract * (255.0 - irval); + irval = (l_int32)(cval * irval / 255.0 + + a * (255.0 - cval) / 255.0); + a = (1.0 - fract) * igval + fract * (255.0 - igval); + igval = (l_int32)(cval * igval / 255.0 + + a * (255.0 - cval) / 255.0); + a = (1.0 - fract) * ibval + fract * (255.0 - ibval); + ibval = (l_int32)(cval * ibval / 255.0 + + a * (255.0 - cval) / 255.0); + composeRGBPixel(irval, igval, ibval, &val32); + *(lined + j + x) = val32; + } + break; + default: + break; /* shouldn't happen */ + } + } + + pixDestroy(&pixc); + return pixd; +} + + +/*! + * \brief pixBlendColor() + * + * \param[in] pixd [optional] either equal to pixs1 for in-place, + * or NULL + * \param[in] pixs1 blendee; depth > 1 + * \param[in] pixs2 blender, any depth; typically, the area of + * pixs2 is smaller than pixs1 + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1 + * \param[in] fract blending fraction + * \param[in] transparent 1 to use transparency; 0 otherwise + * \param[in] transpix pixel color in pixs2 that is to be transparent + * \return pixd, or null on error + * + * 
+ * Notes:
+ *      (1) For inplace operation (pixs1 must be 32 bpp), call it this way:
+ *            pixBlendColor(pixs1, pixs1, pixs2, ...)
+ *      (2) For generating a new pixd:
+ *            pixd = pixBlendColor(NULL, pixs1, pixs2, ...)
+ *      (3) If pixs2 is not 32 bpp rgb, it is converted.
+ *      (4) Clipping of pixs2 to pixs1 is done in the inner pixel loop.
+ *      (5) If pixs1 has a colormap, it is removed to generate a 32 bpp pix.
+ *      (6) If pixs1 has depth < 32, it is unpacked to generate a 32 bpp pix.
+ *      (7) If transparent = 0, the blending fraction (fract) is
+ *          applied equally to all pixels.
+ *      (8) If transparent = 1, all pixels of value transpix (typically
+ *          either 0 or 0xffffff00) in pixs2 are transparent in the blend.
+ *
+ */ +PIX * +pixBlendColor(PIX *pixd, + PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 fract, + l_int32 transparent, + l_uint32 transpix) +{ +l_int32 i, j, wc, hc, w, h, wplc, wpld; +l_int32 rval, gval, bval, rcval, gcval, bcval; +l_uint32 cval32, val32; +l_uint32 *linec, *lined, *datac, *datad; +PIX *pixc; + + PROCNAME("pixBlendColor"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, NULL); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, NULL); + if (pixGetDepth(pixs1) == 1) + return (PIX *)ERROR_PTR("pixs1 is 1 bpp", procName, NULL); + if (pixd == pixs1 && pixGetDepth(pixs1) != 32) + return (PIX *)ERROR_PTR("inplace; pixs1 not 32 bpp", procName, NULL); + if (pixd && (pixd != pixs1)) + return (PIX *)ERROR_PTR("pixd must be NULL or pixs1", procName, NULL); + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + + /* If pixd != null, we know that it is equal to pixs1 and + * that pixs1 is 32 bpp rgb, so that an in-place operation + * can be done. Otherwise, pixConvertTo32() will remove a + * colormap from pixs1 if it exists and unpack to 32 bpp + * (if necessary) to do the blending on a new 32 bpp Pix. */ + if (!pixd) + pixd = pixConvertTo32(pixs1); + pixGetDimensions(pixd, &w, &h, NULL); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + pixc = pixConvertTo32(pixs2); /* blend with 32 bpp rgb */ + pixGetDimensions(pixc, &wc, &hc, NULL); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + + /* Check limits for src1, in case clipping was not done */ + for (i = 0; i < hc; i++) { + /* + * The basic logic for this blending is: + * p --> (1 - f) * p + f * c + * for each color channel. c is a color component of the blender. + * All values are normalized to [0...1]. + */ + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + lined = datad + (i + y) * wpld; + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval32 = *(linec + j); + if (transparent == 0 || + ((cval32 & 0xffffff00) != (transpix & 0xffffff00))) { + val32 = *(lined + j + x); + extractRGBValues(cval32, &rcval, &gcval, &bcval); + extractRGBValues(val32, &rval, &gval, &bval); + rval = (l_int32)((1. - fract) * rval + fract * rcval); + gval = (l_int32)((1. - fract) * gval + fract * gcval); + bval = (l_int32)((1. - fract) * bval + fract * bcval); + composeRGBPixel(rval, gval, bval, &val32); + *(lined + j + x) = val32; + } + } + } + + pixDestroy(&pixc); + return pixd; +} + + +/* + * \brief pixBlendColorByChannel() + * + * \param[in] pixd [optional] either equal to pixs1 for in-place, + * or NULL + * \param[in] pixs1 blendee; depth > 1 + * \param[in] pixs2 blender, any depth; typically, the area of + * pixs2 is smaller than pixs1 + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1 + * \param[in] rfract blending fraction in red channel + * \param[in] gfract blending fraction in green channel + * \param[in] bfract blending fraction in blue channel + * \param[in] transparent 1 to use transparency; 0 otherwise + * \param[in] transpix pixel color in pixs2 that is to be transparent + * \return pixd if OK; pixd on error + * + * 
+ * Notes:
+ *      (1) This generalizes pixBlendColor() in two ways:
+ *          (a) The mixing fraction is specified per channel.
+ *          (b) The mixing fraction may be < 0 or > 1, in which case,
+ *              the min or max of two images are taken, respectively.
+ *      (2) Specifically,
+ *          for p = pixs1[i], c = pixs2[i], f = fract[i], i = 1, 2, 3:
+ *              f < 0.0:          p --> min(p, c)
+ *              0.0 <= f <= 1.0:  p --> (1 - f) * p + f * c
+ *              f > 1.0:          p --> max(a, c)
+ *          Special cases:
+ *              f = 0:   p --> p
+ *              f = 1:   p --> c
+ *      (3) See usage notes in pixBlendColor()
+ *      (4) pixBlendColor() would be equivalent to
+ *            pixBlendColorChannel(..., fract, fract, fract, ...);
+ *          at a small cost of efficiency.
+ *
+ */ +PIX * +pixBlendColorByChannel(PIX *pixd, + PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 rfract, + l_float32 gfract, + l_float32 bfract, + l_int32 transparent, + l_uint32 transpix) +{ +l_int32 i, j, wc, hc, w, h, wplc, wpld; +l_int32 rval, gval, bval, rcval, gcval, bcval; +l_uint32 cval32, val32; +l_uint32 *linec, *lined, *datac, *datad; +PIX *pixc; + + PROCNAME("pixBlendColorByChannel"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd); + if (pixGetDepth(pixs1) == 1) + return (PIX *)ERROR_PTR("pixs1 is 1 bpp", procName, pixd); + if (pixd == pixs1 && pixGetDepth(pixs1) != 32) + return (PIX *)ERROR_PTR("inplace; pixs1 not 32 bpp", procName, pixd); + if (pixd && (pixd != pixs1)) + return (PIX *)ERROR_PTR("pixd must be NULL or pixs1", procName, pixd); + + /* If pixd != NULL, we know that it is equal to pixs1 and + * that pixs1 is 32 bpp rgb, so that an in-place operation + * can be done. Otherwise, pixConvertTo32() will remove a + * colormap from pixs1 if it exists and unpack to 32 bpp + * (if necessary) to do the blending on a new 32 bpp Pix. */ + if (!pixd) + pixd = pixConvertTo32(pixs1); + pixGetDimensions(pixd, &w, &h, NULL); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + pixc = pixConvertTo32(pixs2); + pixGetDimensions(pixc, &wc, &hc, NULL); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + + /* Check limits for src1, in case clipping was not done */ + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + lined = datad + (i + y) * wpld; + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval32 = *(linec + j); + if (transparent == 0 || + ((cval32 & 0xffffff00) != (transpix & 0xffffff00))) { + val32 = *(lined + j + x); + extractRGBValues(cval32, &rcval, &gcval, &bcval); + extractRGBValues(val32, &rval, &gval, &bval); + rval = blendComponents(rval, rcval, rfract); + gval = blendComponents(gval, gcval, gfract); + bval = blendComponents(bval, bcval, bfract); + composeRGBPixel(rval, gval, bval, &val32); + *(lined + j + x) = val32; + } + } + } + + pixDestroy(&pixc); + return pixd; +} + + +static l_int32 +blendComponents(l_int32 a, + l_int32 b, + l_float32 fract) +{ + if (fract < 0.) + return ((a < b) ? a : b); + if (fract > 1.) + return ((a > b) ? a : b); + return (l_int32)((1. - fract) * a + fract * b); +} + + +/*! + * \brief pixBlendGrayAdapt() + * + * \param[in] pixd [optional] either equal to pixs1 for in-place, or NULL + * \param[in] pixs1 blendee; depth > 1 + * \param[in] pixs2 blender, any depth; typically, the area of + * pixs2 is smaller than pixs1 + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1; can be < 0 + * \param[in] fract blending fraction + * \param[in] shift >= 0 but <= 128: shift of zero blend value from + * median source; use -1 for default value; + * \return pixd if OK; pixs1 on error + * + * 
+ * Notes:
+ *      (1) For inplace operation (pixs1 not cmapped), call it this way:
+ *            pixBlendGrayAdapt(pixs1, pixs1, pixs2, ...)
+ *          For generating a new pixd:
+ *            pixd = pixBlendGrayAdapt(NULL, pixs1, pixs2, ...)
+ *      (2) Clipping of pixs2 to pixs1 is done in the inner pixel loop.
+ *      (3) If pixs1 has a colormap, it is removed.
+ *      (4) If pixs1 has depth < 8, it is unpacked to generate a 8 bpp pix.
+ *      (5) This does a blend with inverse.  Whereas in pixGlendGray(), the
+ *          zero blend point is where the blendee pixel is 128, here
+ *          the zero blend point is found adaptively, with respect to the
+ *          median of the blendee region.  If the median is < 128,
+ *          the zero blend point is found from
+ *              median + shift.
+ *          Otherwise, if the median >= 128, the zero blend point is
+ *              median - shift.
+ *          The purpose of shifting the zero blend point away from the
+ *          median is to prevent a situation in pixBlendGray() where
+ *          the median is 128 and the blender is not visible.
+ *          The default value of shift is 64.
+ *      (6) After processing pixs1, it is either 8 bpp or 32 bpp:
+ *          ~ if 8 bpp, the fraction of pixs2 is mixed with pixs1.
+ *          ~ if 32 bpp, each component of pixs1 is mixed with
+ *            the same fraction of pixs2.
+ *      (7) The darker the blender, the more it mixes with the blendee.
+ *          A blender value of 0 has maximum mixing; a value of 255
+ *          has no mixing and hence is transparent.
+ *
+ */ +PIX * +pixBlendGrayAdapt(PIX *pixd, + PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 fract, + l_int32 shift) +{ +l_int32 i, j, d, wc, hc, w, h, wplc, wpld, delta, overlap; +l_int32 rval, gval, bval, cval, dval, mval, median, pivot; +l_uint32 val32; +l_uint32 *linec, *lined, *datac, *datad; +l_float32 fmedian, factor; +BOX *box, *boxt; +PIX *pixc, *pix1, *pix2; + + PROCNAME("pixBlendGrayAdapt"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd); + if (pixGetDepth(pixs1) == 1) + return (PIX *)ERROR_PTR("pixs1 is 1 bpp", procName, pixd); + if (pixd == pixs1 && pixGetColormap(pixs1)) + return (PIX *)ERROR_PTR("can't do in-place with cmap", procName, pixd); + if (pixd && (pixd != pixs1)) + return (PIX *)ERROR_PTR("pixd must be NULL or pixs1", procName, pixd); + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + if (shift == -1) shift = 64; /* default value */ + if (shift < 0 || shift > 127) { + L_WARNING("invalid shift; setting to 64\n", procName); + shift = 64; + } + + /* Test for overlap */ + pixGetDimensions(pixs1, &w, &h, NULL); + pixGetDimensions(pixs2, &wc, &hc, NULL); + box = boxCreate(x, y, wc, hc); + boxt = boxCreate(0, 0, w, h); + boxIntersects(box, boxt, &overlap); + boxDestroy(&boxt); + if (!overlap) { + boxDestroy(&box); + return (PIX *)ERROR_PTR("no image overlap", procName, pixd); + } + + /* If pixd != NULL, we know that it is equal to pixs1 and + * that pixs1 does not have a colormap, so that an in-place operation + * can be done. Otherwise, remove colormap from pixs1 if + * it exists and unpack to at least 8 bpp if necessary, + * to do the blending on a new pix. */ + if (!pixd) { + pix1 = pixRemoveColormap(pixs1, REMOVE_CMAP_BASED_ON_SRC); + if (pixGetDepth(pix1) < 8) + pix2 = pixConvertTo8(pix1, FALSE); + else + pix2 = pixClone(pix1); + pixd = pixCopy(NULL, pix2); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + /* Get the median value in the region of blending */ + pix1 = pixClipRectangle(pixd, box, NULL); + pix2 = pixConvertTo8(pix1, 0); + pixGetRankValueMasked(pix2, NULL, 0, 0, 1, 0.5, &fmedian, NULL); + median = (l_int32)(fmedian + 0.5); + if (median < 128) + pivot = median + shift; + else + pivot = median - shift; + pixDestroy(&pix1); + pixDestroy(&pix2); + boxDestroy(&box); + + /* Process over src2; clip to src1. */ + d = pixGetDepth(pixd); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + pixc = pixConvertTo8(pixs2, 0); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + lined = datad + (i + y) * wpld; + switch (d) + { + case 8: + /* + * For 8 bpp, the dest pix is shifted by an amount + * proportional to the distance from the pivot value, + * and to the darkness of src2. In no situation will it + * pass the pivot value in intensity. + * The basic logic is: + * d --> d + f * (np - d) * (1 - c) + * where np, d and c are normalized pixel values for + * the pivot, src1 and src2, respectively, with normalization + * to 255. + */ + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + dval = GET_DATA_BYTE(lined, j + x); + cval = GET_DATA_BYTE(linec, j); + delta = (pivot - dval) * (255 - cval) / 256; + dval += (l_int32)(fract * delta + 0.5); + SET_DATA_BYTE(lined, j + x, dval); + } + break; + case 32: + /* + * For 32 bpp, the dest pix is shifted by an amount + * proportional to the max component distance from the + * pivot value, and to the darkness of src2. Each component + * is shifted by the same fraction, either up or down, + * depending on the shift direction (which is toward the + * pivot). The basic logic for the red component is: + * r --> r + f * (np - m) * (1 - c) * (r / m) + * where np, r, m and c are normalized pixel values for + * the pivot, the r component of src1, the max component + * of src1, and src2, respectively, again with normalization + * to 255. Likewise for the green and blue components. + */ + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + cval = GET_DATA_BYTE(linec, j); + val32 = *(lined + j + x); + extractRGBValues(val32, &rval, &gval, &bval); + mval = L_MAX(rval, gval); + mval = L_MAX(mval, bval); + mval = L_MAX(mval, 1); + delta = (pivot - mval) * (255 - cval) / 256; + factor = fract * delta / mval; + rval += (l_int32)(factor * rval + 0.5); + gval += (l_int32)(factor * gval + 0.5); + bval += (l_int32)(factor * bval + 0.5); + composeRGBPixel(rval, gval, bval, &val32); + *(lined + j + x) = val32; + } + break; + default: + break; /* shouldn't happen */ + } + } + + pixDestroy(&pixc); + return pixd; +} + + +/*! + * \brief pixFadeWithGray() + * + * \param[in] pixs colormapped or 8 bpp or 32 bpp + * \param[in] pixb 8 bpp blender + * \param[in] factor multiplicative factor to apply to blender value + * \param[in] type L_BLEND_TO_WHITE, L_BLEND_TO_BLACK + * \return pixd, or null on error + * + * 
+ * Notes:
+ *      (1) This function combines two pix aligned to the UL corner; they
+ *          need not be the same size.
+ *      (2) Each pixel in pixb is multiplied by 'factor' divided by 255, and
+ *          clipped to the range [0 ... 1].  This gives the fade fraction
+ *          to be applied to pixs.  Fade either to white (L_BLEND_TO_WHITE)
+ *          or to black (L_BLEND_TO_BLACK).
+ *
+ */ +PIX * +pixFadeWithGray(PIX *pixs, + PIX *pixb, + l_float32 factor, + l_int32 type) +{ +l_int32 i, j, w, h, d, wb, hb, db, wd, hd, wplb, wpld; +l_int32 valb, vald, nvald, rval, gval, bval, nrval, ngval, nbval; +l_float32 nfactor, fract; +l_uint32 val32, nval32; +l_uint32 *lined, *datad, *lineb, *datab; +PIX *pixd; + + PROCNAME("pixFadeWithGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!pixb) + return (PIX *)ERROR_PTR("pixb not defined", procName, NULL); + if (pixGetDepth(pixs) == 1) + return (PIX *)ERROR_PTR("pixs is 1 bpp", procName, NULL); + pixGetDimensions(pixb, &wb, &hb, &db); + if (db != 8) + return (PIX *)ERROR_PTR("pixb not 8 bpp", procName, NULL); + if (factor < 0.0 || factor > 255.0) + return (PIX *)ERROR_PTR("factor not in [0.0...255.0]", procName, NULL); + if (type != L_BLEND_TO_WHITE && type != L_BLEND_TO_BLACK) + return (PIX *)ERROR_PTR("invalid fade type", procName, NULL); + + /* Remove colormap if it exists; otherwise copy */ + pixd = pixRemoveColormapGeneral(pixs, REMOVE_CMAP_BASED_ON_SRC, L_COPY); + pixGetDimensions(pixd, &wd, &hd, &d); + w = L_MIN(wb, wd); + h = L_MIN(hb, hd); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datab = pixGetData(pixb); + wplb = pixGetWpl(pixb); + + /* The basic logic for this blending is, for each component p of pixs: + * fade-to-white: p --> p + (f * c) * (1 - p) + * fade-to-black: p --> p - (f * c) * p + * with c being the 8 bpp blender pixel of pixb, and with both + * p and c normalized to [0...1]. */ + nfactor = factor / 255.; + for (i = 0; i < h; i++) { + lineb = datab + i * wplb; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + valb = GET_DATA_BYTE(lineb, j); + fract = nfactor * (l_float32)valb; + fract = L_MIN(fract, 1.0); + if (d == 8) { + vald = GET_DATA_BYTE(lined, j); + if (type == L_BLEND_TO_WHITE) + nvald = vald + (l_int32)(fract * (255. - (l_float32)vald)); + else /* L_BLEND_TO_BLACK */ + nvald = vald - (l_int32)(fract * (l_float32)vald); + SET_DATA_BYTE(lined, j, nvald); + } else { /* d == 32 */ + val32 = lined[j]; + extractRGBValues(val32, &rval, &gval, &bval); + if (type == L_BLEND_TO_WHITE) { + nrval = rval + (l_int32)(fract * (255. - (l_float32)rval)); + ngval = gval + (l_int32)(fract * (255. - (l_float32)gval)); + nbval = bval + (l_int32)(fract * (255. - (l_float32)bval)); + } else { + nrval = rval - (l_int32)(fract * (l_float32)rval); + ngval = gval - (l_int32)(fract * (l_float32)gval); + nbval = bval - (l_int32)(fract * (l_float32)bval); + } + composeRGBPixel(nrval, ngval, nbval, &nval32); + lined[j] = nval32; + } + } + } + + return pixd; +} + + +/* + * \brief pixBlendHardLight() + * + * \param[in] pixd either NULL or equal to pixs1 for in-place + * \param[in] pixs1 blendee; depth > 1, may be cmapped + * \param[in] pixs2 blender, 8 or 32 bpp; may be colormapped; + * typ. smaller in size than pixs1 + * \param[in] x,y origin [UL corner] of pixs2 relative to + * the origin of pixs1 + * \param[in] fract blending fraction, or 'opacity factor' + * \return pixd if OK; pixs1 on error + * + * 
+ * Notes:
+ *      (1) pixs2 must be 8 or 32 bpp; either may have a colormap.
+ *      (2) Clipping of pixs2 to pixs1 is done in the inner pixel loop.
+ *      (3) Only call in-place if pixs1 is not colormapped.
+ *      (4) If pixs1 has a colormap, it is removed to generate either an
+ *          8 or 32 bpp pix, depending on the colormap.
+ *      (5) For inplace operation, call it this way:
+ *            pixBlendHardLight(pixs1, pixs1, pixs2, ...)
+ *      (6) For generating a new pixd:
+ *            pixd = pixBlendHardLight(NULL, pixs1, pixs2, ...)
+ *      (7) This is a generalization of the usual hard light blending,
+ *          where fract == 1.0.
+ *      (8) "Overlay" blending is the same as hard light blending, with
+ *          fract == 1.0, except that the components are switched
+ *          in the test.  (Note that the result is symmetric in the
+ *          two components.)
+ *      (9) See, e.g.:
+ *           http://www.pegtop.net/delphi/articles/blendmodes/hardlight.htm
+ *           http://www.digitalartform.com/imageArithmetic.htm
+ *      (10) This function was built by Paco Galanes.
+ *
+ */ +PIX * +pixBlendHardLight(PIX *pixd, + PIX *pixs1, + PIX *pixs2, + l_int32 x, + l_int32 y, + l_float32 fract) +{ +l_int32 i, j, w, h, d, wc, hc, dc, wplc, wpld; +l_int32 cval, dval, rcval, gcval, bcval, rdval, gdval, bdval; +l_uint32 cval32, dval32; +l_uint32 *linec, *lined, *datac, *datad; +PIX *pixc, *pixt; + + PROCNAME("pixBlendHardLight"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd); + pixGetDimensions(pixs1, &w, &h, &d); + pixGetDimensions(pixs2, &wc, &hc, &dc); + if (d == 1) + return (PIX *)ERROR_PTR("pixs1 is 1 bpp", procName, pixd); + if (dc != 8 && dc != 32) + return (PIX *)ERROR_PTR("pixs2 not 8 or 32 bpp", procName, pixd); + if (pixd && (pixd != pixs1)) + return (PIX *)ERROR_PTR("inplace and pixd != pixs1", procName, pixd); + if (pixd == pixs1 && pixGetColormap(pixs1)) + return (PIX *)ERROR_PTR("inplace and pixs1 cmapped", procName, pixd); + if (pixd && d != 8 && d != 32) + return (PIX *)ERROR_PTR("inplace and not 8 or 32 bpp", procName, pixd); + + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + + /* If pixs2 has a colormap, remove it */ + pixc = pixRemoveColormap(pixs2, REMOVE_CMAP_BASED_ON_SRC); /* clone ok */ + dc = pixGetDepth(pixc); + + /* There are 4 cases: + * * pixs1 has or doesn't have a colormap + * * pixc is either 8 or 32 bpp + * In all situations, if pixs has a colormap it must be removed, + * and pixd must have a depth that is equal to or greater than pixc. */ + if (dc == 32) { + if (pixGetColormap(pixs1)) { /* pixd == NULL */ + pixd = pixRemoveColormap(pixs1, REMOVE_CMAP_TO_FULL_COLOR); + } else { + if (!pixd) { + pixd = pixConvertTo32(pixs1); + } else { + pixt = pixConvertTo32(pixs1); + pixCopy(pixd, pixt); + pixDestroy(&pixt); + } + } + d = 32; + } else { /* dc == 8 */ + if (pixGetColormap(pixs1)) /* pixd == NULL */ + pixd = pixRemoveColormap(pixs1, REMOVE_CMAP_BASED_ON_SRC); + else + pixd = pixCopy(pixd, pixs1); + d = pixGetDepth(pixd); + } + + if (!(d == 8 && dc == 8) && /* 3 cases only */ + !(d == 32 && dc == 8) && + !(d == 32 && dc == 32)) { + pixDestroy(&pixc); + return (PIX *)ERROR_PTR("bad! -- invalid depth combo!", procName, pixd); + } + + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + for (i = 0; i < hc; i++) { + if (i + y < 0 || i + y >= h) continue; + linec = datac + i * wplc; + lined = datad + (i + y) * wpld; + for (j = 0; j < wc; j++) { + if (j + x < 0 || j + x >= w) continue; + if (d == 8 && dc == 8) { + dval = GET_DATA_BYTE(lined, x + j); + cval = GET_DATA_BYTE(linec, j); + dval = blendHardLightComponents(dval, cval, fract); + SET_DATA_BYTE(lined, x + j, dval); + } else if (d == 32 && dc == 8) { + dval32 = *(lined + x + j); + extractRGBValues(dval32, &rdval, &gdval, &bdval); + cval = GET_DATA_BYTE(linec, j); + rdval = blendHardLightComponents(rdval, cval, fract); + gdval = blendHardLightComponents(gdval, cval, fract); + bdval = blendHardLightComponents(bdval, cval, fract); + composeRGBPixel(rdval, gdval, bdval, &dval32); + *(lined + x + j) = dval32; + } else if (d == 32 && dc == 32) { + dval32 = *(lined + x + j); + extractRGBValues(dval32, &rdval, &gdval, &bdval); + cval32 = *(linec + j); + extractRGBValues(cval32, &rcval, &gcval, &bcval); + rdval = blendHardLightComponents(rdval, rcval, fract); + gdval = blendHardLightComponents(gdval, gcval, fract); + bdval = blendHardLightComponents(bdval, bcval, fract); + composeRGBPixel(rdval, gdval, bdval, &dval32); + *(lined + x + j) = dval32; + } + } + } + + pixDestroy(&pixc); + return pixd; +} + + +/* + * \brief blendHardLightComponents() + * + * \param[in] a 8 bpp blendee component + * \param[in] b 8 bpp blender component + * \param[in] fract fraction of blending; use 1.0 for usual definition + * \return blended 8 bpp component + * + * 
+ * Notes:
+ *
+ *    The basic logic for this blending is:
+ *      b < 0.5:
+ *          a --> 2 * a * (0.5 - f * (0.5 - b))
+ *      b >= 0.5:
+ *          a --> 1 - 2 * (1 - a) * (1 - (0.5 - f * (0.5 - b)))
+ *
+ *    In the limit that f == 1 (standard hardlight blending):
+ *      b < 0.5:   a --> 2 * a * b
+ *                     or
+ *                 a --> a - a * (1 - 2 * b)
+ *      b >= 0.5:  a --> 1 - 2 * (1 - a) * (1 - b)
+ *                     or
+ *                 a --> a + (1 - a) * (2 * b - 1)
+ *
+ *    You can see that for standard hardlight blending:
+ *      b < 0.5:   a is pushed linearly with b down to 0
+ *      b >= 0.5:  a is pushed linearly with b up to 1
+ *    a is unchanged if b = 0.5
+ *
+ *    Our opacity factor f reduces the deviation of b from 0.5:
+ *      f == 0:  b -->  0.5, so no blending occurs
+ *      f == 1:  b -->  b, so we get full conventional blending
+ *
+ *    There is a variant of hardlight blending called "softlight" blending:
+ *    (e.g., http://jswidget.com/blog/tag/hard-light/)
+ *      b < 0.5:
+ *          a --> a - a * (0.5 - b) * (1 - Abs(2 * a - 1))
+ *      b >= 0.5:
+ *          a --> a + (1 - a) * (b - 0.5) * (1 - Abs(2 * a - 1))
+ *    which limits the amount that 'a' can be moved to a maximum of
+ *    halfway toward 0 or 1, and further reduces it as 'a' moves
+ *    away from 0.5.
+ *    As you can see, there are a nearly infinite number of different
+ *    blending formulas that can be conjured up.
+ *
+ */ +static l_int32 blendHardLightComponents(l_int32 a, + l_int32 b, + l_float32 fract) +{ + if (b < 0x80) { + b = 0x80 - (l_int32)(fract * (0x80 - b)); + return (a * b) >> 7; + } else { + b = 0x80 + (l_int32)(fract * (b - 0x80)); + return 0xff - (((0xff - b) * (0xff - a)) >> 7); + } +} + + +/*-------------------------------------------------------------* + * Blending two colormapped images * + *-------------------------------------------------------------*/ +/*! + * \brief pixBlendCmap() + * + * \param[in] pixs 2, 4 or 8 bpp, with colormap + * \param[in] pixb colormapped blender + * \param[in] x, y UL corner of blender relative to pixs + * \param[in] sindex colormap index of pixels in pixs to be changed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function combines two colormaps, and replaces the pixels
+ *          in pixs that have a specified color value with those in pixb.
+ *      (2) sindex must be in the existing colormap; otherwise an
+ *          error is returned.  In use, sindex will typically be the index
+ *          for white (255, 255, 255).
+ *      (3) Blender colors that already exist in the colormap are used;
+ *          others are added.  If any blender colors cannot be
+ *          stored in the colormap, an error is returned.
+ *      (4) In the implementation, a mapping is generated from each
+ *          original blender colormap index to the corresponding index
+ *          in the expanded colormap for pixs.  Then for each pixel in
+ *          pixs with value sindex, and which is covered by a blender pixel,
+ *          the new index corresponding to the blender pixel is substituted
+ *          for sindex.
+ *
+ */ +l_ok +pixBlendCmap(PIX *pixs, + PIX *pixb, + l_int32 x, + l_int32 y, + l_int32 sindex) +{ +l_int32 rval, gval, bval; +l_int32 i, j, w, h, d, ncb, wb, hb, wpls; +l_int32 index, val, nadded; +l_int32 lut[256]; +l_uint32 pval; +l_uint32 *lines, *datas; +PIXCMAP *cmaps, *cmapb, *cmapsc; + + PROCNAME("pixBlendCmap"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!pixb) + return ERROR_INT("pixb not defined", procName, 1); + if ((cmaps = pixGetColormap(pixs)) == NULL) + return ERROR_INT("no colormap in pixs", procName, 1); + if ((cmapb = pixGetColormap(pixb)) == NULL) + return ERROR_INT("no colormap in pixb", procName, 1); + ncb = pixcmapGetCount(cmapb); + + pixGetDimensions(pixs, &w, &h, &d); + if (d != 2 && d != 4 && d != 8) + return ERROR_INT("depth not in {2,4,8}", procName, 1); + + /* Make a copy of cmaps; we'll add to this if necessary + * and substitute at the end if we found there was enough room + * to hold all the new colors. */ + cmapsc = pixcmapCopy(cmaps); + + /* Add new colors if necessary; get mapping array between + * cmaps and cmapb. */ + for (i = 0, nadded = 0; i < ncb; i++) { + pixcmapGetColor(cmapb, i, &rval, &gval, &bval); + if (pixcmapGetIndex(cmapsc, rval, gval, bval, &index)) { /* not found */ + if (pixcmapAddColor(cmapsc, rval, gval, bval)) { + pixcmapDestroy(&cmapsc); + return ERROR_INT("not enough room in cmaps", procName, 1); + } + lut[i] = pixcmapGetCount(cmapsc) - 1; + nadded++; + } else { + lut[i] = index; + } + } + + /* Replace cmaps if colors have been added. */ + if (nadded == 0) + pixcmapDestroy(&cmapsc); + else + pixSetColormap(pixs, cmapsc); + + /* Replace each pixel value sindex by mapped colormap index when + * a blender pixel in pixbc overlays it. */ + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + pixGetDimensions(pixb, &wb, &hb, NULL); + for (i = 0; i < hb; i++) { + if (i + y < 0 || i + y >= h) continue; + lines = datas + (y + i) * wpls; + for (j = 0; j < wb; j++) { + if (j + x < 0 || j + x >= w) continue; + switch (d) { + case 2: + val = GET_DATA_DIBIT(lines, x + j); + if (val == sindex) { + pixGetPixel(pixb, j, i, &pval); + SET_DATA_DIBIT(lines, x + j, lut[pval]); + } + break; + case 4: + val = GET_DATA_QBIT(lines, x + j); + if (val == sindex) { + pixGetPixel(pixb, j, i, &pval); + SET_DATA_QBIT(lines, x + j, lut[pval]); + } + break; + case 8: + val = GET_DATA_BYTE(lines, x + j); + if (val == sindex) { + pixGetPixel(pixb, j, i, &pval); + SET_DATA_BYTE(lines, x + j, lut[pval]); + } + break; + default: + return ERROR_INT("depth not in {2,4,8}", procName, 1); + } + } + } + + return 0; +} + + +/*---------------------------------------------------------------------* + * Blending two images using a third * + *---------------------------------------------------------------------*/ +/*! + * \brief pixBlendWithGrayMask() + * + * \param[in] pixs1 8 bpp gray, rgb, rgba or colormapped + * \param[in] pixs2 8 bpp gray, rgb, rgba or colormapped + * \param[in] pixg [optional] 8 bpp gray, for transparency of pixs2; + * can be null + * \param[in] x, y UL corner of pixs2 and pixg with respect to pixs1 + * \return pixd blended image, or null on error + * + * 
+ * Notes:
+ *      (1) The result is 8 bpp grayscale if both pixs1 and pixs2 are
+ *          8 bpp gray.  Otherwise, the result is 32 bpp rgb.
+ *      (2) pixg is an 8 bpp transparency image, where 0 is transparent
+ *          and 255 is opaque.  It determines the transparency of pixs2
+ *          when applied over pixs1.  It can be null if pixs2 is rgba,
+ *          in which case we use the alpha component of pixs2.
+ *      (3) If pixg exists, it need not be the same size as pixs2.
+ *          However, we assume their UL corners are aligned with each other,
+ *          and placed at the location (x, y) in pixs1.
+ *      (4) The pixels in pixd are a combination of those in pixs1
+ *          and pixs2, where the amount from pixs2 is proportional to
+ *          the value of the pixel (p) in pixg, and the amount from pixs1
+ *          is proportional to (255 - p).  Thus pixg is a transparency
+ *          image (usually called an alpha blender) where each pixel
+ *          can be associated with a pixel in pixs2, and determines
+ *          the amount of the pixs2 pixel in the final result.
+ *          For example, if pixg is all 0, pixs2 is transparent and
+ *          the result in pixd is simply pixs1.
+ *      (5) A typical use is for the pixs2/pixg combination to be
+ *          a small watermark that is applied to pixs1.
+ *
+ */ +PIX * +pixBlendWithGrayMask(PIX *pixs1, + PIX *pixs2, + PIX *pixg, + l_int32 x, + l_int32 y) +{ +l_int32 w1, h1, d1, w2, h2, d2, spp, wg, hg, wmin, hmin, wpld, wpls, wplg; +l_int32 i, j, val, dval, sval; +l_int32 drval, dgval, dbval, srval, sgval, sbval; +l_uint32 dval32, sval32; +l_uint32 *datad, *datas, *datag, *lined, *lines, *lineg; +l_float32 fract; +PIX *pixr1, *pixr2, *pix1, *pix2, *pixg2, *pixd; + + PROCNAME("pixBlendWithGrayMask"); + + if (!pixs1) + return (PIX *)ERROR_PTR("pixs1 not defined", procName, NULL); + if (!pixs2) + return (PIX *)ERROR_PTR("pixs2 not defined", procName, NULL); + pixGetDimensions(pixs1, &w1, &h1, &d1); + pixGetDimensions(pixs2, &w2, &h2, &d2); + if (d1 == 1 || d2 == 1) + return (PIX *)ERROR_PTR("pixs1 or pixs2 is 1 bpp", procName, NULL); + if (pixg) { + if (pixGetDepth(pixg) != 8) + return (PIX *)ERROR_PTR("pixg not 8 bpp", procName, NULL); + pixGetDimensions(pixg, &wg, &hg, NULL); + wmin = L_MIN(w2, wg); + hmin = L_MIN(h2, hg); + pixg2 = pixClone(pixg); + } else { /* use the alpha component of pixs2 */ + spp = pixGetSpp(pixs2); + if (d2 != 32 || spp != 4) + return (PIX *)ERROR_PTR("no alpha; pixs2 not rgba", procName, NULL); + wmin = w2; + hmin = h2; + pixg2 = pixGetRGBComponent(pixs2, L_ALPHA_CHANNEL); + } + + /* Remove colormaps if they exist; clones are OK */ + pixr1 = pixRemoveColormap(pixs1, REMOVE_CMAP_BASED_ON_SRC); + pixr2 = pixRemoveColormap(pixs2, REMOVE_CMAP_BASED_ON_SRC); + + /* Regularize to the same depth if necessary */ + d1 = pixGetDepth(pixr1); + d2 = pixGetDepth(pixr2); + if (d1 == 32) { /* convert d2 to rgb if necessary */ + pix1 = pixClone(pixr1); + if (d2 != 32) + pix2 = pixConvertTo32(pixr2); + else + pix2 = pixClone(pixr2); + } else if (d2 == 32) { /* and d1 != 32; convert to 32 */ + pix2 = pixClone(pixr2); + pix1 = pixConvertTo32(pixr1); + } else { /* both are 8 bpp or less */ + pix1 = pixConvertTo8(pixr1, FALSE); + pix2 = pixConvertTo8(pixr2, FALSE); + } + pixDestroy(&pixr1); + pixDestroy(&pixr2); + + /* Sanity check: both either 8 or 32 bpp */ + d1 = pixGetDepth(pix1); + d2 = pixGetDepth(pix2); + if (d1 != d2 || (d1 != 8 && d1 != 32)) { + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pixg2); + return (PIX *)ERROR_PTR("depths not regularized! bad!", procName, NULL); + } + + /* Start with a copy of pix1 */ + pixd = pixCopy(NULL, pix1); + pixDestroy(&pix1); + + /* Blend pix2 onto pixd, using pixg2. + * Let the normalized pixel value of pixg2 be f = pixval / 255, + * and the pixel values of pixd and pix2 be p1 and p2, rsp. + * Then the blended value is: + * p = (1.0 - f) * p1 + f * p2 + * Blending is done component-wise if rgb. + * Scan over pix2 and pixg2, clipping to pixd where necessary. */ + datad = pixGetData(pixd); + datas = pixGetData(pix2); + datag = pixGetData(pixg2); + wpld = pixGetWpl(pixd); + wpls = pixGetWpl(pix2); + wplg = pixGetWpl(pixg2); + for (i = 0; i < hmin; i++) { + if (i + y < 0 || i + y >= h1) continue; + lined = datad + (i + y) * wpld; + lines = datas + i * wpls; + lineg = datag + i * wplg; + for (j = 0; j < wmin; j++) { + if (j + x < 0 || j + x >= w1) continue; + val = GET_DATA_BYTE(lineg, j); + if (val == 0) continue; /* pix2 is transparent */ + fract = (l_float32)val / 255.; + if (d1 == 8) { + dval = GET_DATA_BYTE(lined, j + x); + sval = GET_DATA_BYTE(lines, j); + dval = (l_int32)((1.0 - fract) * dval + fract * sval); + SET_DATA_BYTE(lined, j + x, dval); + } else { /* 32 */ + dval32 = *(lined + j + x); + sval32 = *(lines + j); + extractRGBValues(dval32, &drval, &dgval, &dbval); + extractRGBValues(sval32, &srval, &sgval, &sbval); + drval = (l_int32)((1.0 - fract) * drval + fract * srval); + dgval = (l_int32)((1.0 - fract) * dgval + fract * sgval); + dbval = (l_int32)((1.0 - fract) * dbval + fract * sbval); + composeRGBPixel(drval, dgval, dbval, &dval32); + *(lined + j + x) = dval32; + } + } + } + + pixDestroy(&pixg2); + pixDestroy(&pix2); + return pixd; +} + + +/*---------------------------------------------------------------------* + * Blending background to a specific color * + *---------------------------------------------------------------------*/ +/*! + * \brief pixBlendBackgroundToColor() + * + * \param[in] pixd can be NULL or pixs + * \param[in] pixs 32 bpp rgb + * \param[in] box region for blending; can be NULL) + * \param[in] color 32 bit color in 0xrrggbb00 format + * \param[in] gamma, minval, maxval args for grayscale TRC mapping + * \return pixd always + * + * 
+ * Notes:
+ *      (1) This in effect replaces light background pixels in pixs
+ *          by the input color.  It does it by alpha blending so that
+ *          there are no visible artifacts from hard cutoffs.
+ *      (2) If pixd == pixs, this is done in-place.
+ *      (3) If box == NULL, this is performed on all of pixs.
+ *      (4) The alpha component for blending is derived from pixs,
+ *          by converting to grayscale and enhancing with a TRC.
+ *      (5) The last three arguments specify the TRC operation.
+ *          Suggested values are: %gamma = 0.3, %minval = 50, %maxval = 200.
+ *          To skip the TRC, use %gamma == 1, %minval = 0, %maxval = 255.
+ *          See pixGammaTRC() for details.
+ *
+ */ +PIX * +pixBlendBackgroundToColor(PIX *pixd, + PIX *pixs, + BOX *box, + l_uint32 color, + l_float32 gamma, + l_int32 minval, + l_int32 maxval) +{ +l_int32 x, y, w, h; +BOX *boxt; +PIX *pixt, *pixc, *pixr, *pixg; + + PROCNAME("pixBlendBackgroundToColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd neither null nor pixs", procName, pixd); + + /* Extract the (optionally cropped) region, pixr, and generate + * an identically sized pixc with the uniform color. */ + if (!pixd) + pixd = pixCopy(NULL, pixs); + if (box) { + pixr = pixClipRectangle(pixd, box, &boxt); + boxGetGeometry(boxt, &x, &y, &w, &h); + pixc = pixCreate(w, h, 32); + boxDestroy(&boxt); + } else { + pixc = pixCreateTemplate(pixs); + pixr = pixClone(pixd); + } + pixSetAllArbitrary(pixc, color); + + /* Set up the alpha channel */ + pixg = pixConvertTo8(pixr, 0); + pixGammaTRC(pixg, pixg, gamma, minval, maxval); + pixSetRGBComponent(pixc, pixg, L_ALPHA_CHANNEL); + + /* Blend and replace in pixd */ + pixt = pixBlendWithGrayMask(pixr, pixc, NULL, 0, 0); + if (box) { + pixRasterop(pixd, x, y, w, h, PIX_SRC, pixt, 0, 0); + pixDestroy(&pixt); + } else { + pixTransferAllData(pixd, &pixt, 0, 0); + } + + pixDestroy(&pixc); + pixDestroy(&pixr); + pixDestroy(&pixg); + return pixd; +} + + +/*---------------------------------------------------------------------* + * Multiplying by a specific color * + *---------------------------------------------------------------------*/ +/*! + * \brief pixMultiplyByColor() + * + * \param[in] pixd can be NULL or pixs + * \param[in] pixs 32 bpp rgb + * \param[in] box region for filtering; can be NULL) + * \param[in] color 32 bit color in 0xrrggbb00 format + * \return pixd always + * + * 
+ * Notes:
+ *      (1) This filters all pixels in the specified region by
+ *          multiplying each component by the input color.
+ *          This leaves black invariant and transforms white to the
+ *          input color.
+ *      (2) If pixd == pixs, this is done in-place.
+ *      (3) If box == NULL, this is performed on all of pixs.
+ *
+ */ +PIX * +pixMultiplyByColor(PIX *pixd, + PIX *pixs, + BOX *box, + l_uint32 color) +{ +l_int32 i, j, bx, by, w, h, wpl; +l_int32 red, green, blue, rval, gval, bval, nrval, ngval, nbval; +l_float32 frval, fgval, fbval; +l_uint32 *data, *line; +PIX *pixt; + + PROCNAME("pixMultiplyByColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd neither null nor pixs", procName, pixd); + + if (!pixd) + pixd = pixCopy(NULL, pixs); + if (box) { + boxGetGeometry(box, &bx, &by, NULL, NULL); + pixt = pixClipRectangle(pixd, box, NULL); + } else { + pixt = pixClone(pixd); + } + + /* Multiply each pixel in pixt by the color */ + extractRGBValues(color, &red, &green, &blue); + frval = (1. / 255.) * red; + fgval = (1. / 255.) * green; + fbval = (1. / 255.) * blue; + data = pixGetData(pixt); + wpl = pixGetWpl(pixt); + pixGetDimensions(pixt, &w, &h, NULL); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + nrval = (l_int32)(frval * rval + 0.5); + ngval = (l_int32)(fgval * gval + 0.5); + nbval = (l_int32)(fbval * bval + 0.5); + composeRGBPixel(nrval, ngval, nbval, line + j); + } + } + + /* Replace */ + if (box) + pixRasterop(pixd, bx, by, w, h, PIX_SRC, pixt, 0, 0); + pixDestroy(&pixt); + return pixd; +} + + +/*---------------------------------------------------------------------* + * Rendering with alpha blending over a uniform background * + *---------------------------------------------------------------------*/ +/*! + * \brief pixAlphaBlendUniform() + * + * \param[in] pixs 32 bpp rgba, with alpha + * \param[in] color 32 bit color in 0xrrggbb00 format + * \return pixd 32 bpp rgb: pixs blended over uniform color %color, + * a clone of pixs if no alpha, and null on error + * + * 
+ * Notes:
+ *      (1) This is a convenience function that renders 32 bpp RGBA images
+ *          (with an alpha channel) over a uniform background of
+ *          value %color.  To render over a white background,
+ *          use %color = 0xffffff00.  The result is an RGB image.
+ *      (2) If pixs does not have an alpha channel, it returns a clone
+ *          of pixs.
+ *
+ */ +PIX * +pixAlphaBlendUniform(PIX *pixs, + l_uint32 color) +{ +PIX *pixt, *pixd; + + PROCNAME("pixAlphaBlendUniform"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (pixGetSpp(pixs) != 4) { + L_WARNING("no alpha channel; returning clone\n", procName); + return pixClone(pixs); + } + + pixt = pixCreateTemplate(pixs); + pixSetAllArbitrary(pixt, color); + pixSetSpp(pixt, 3); /* not required */ + pixd = pixBlendWithGrayMask(pixt, pixs, NULL, 0, 0); + + pixDestroy(&pixt); + return pixd; +} + + +/*---------------------------------------------------------------------* + * Adding an alpha layer for blending * + *---------------------------------------------------------------------*/ +/*! + * \brief pixAddAlphaToBlend() + * + * \param[in] pixs any depth + * \param[in] fract fade fraction in the alpha component + * \param[in] invert 1 to photometrically invert pixs + * \return pixd 32 bpp with alpha, or null on error + * + * 
+ * Notes:
+ *      (1) This is a simple alpha layer generator, where typically white has
+ *          maximum transparency and black has minimum.
+ *      (2) If %invert == 1, generate the same alpha layer but invert
+ *          the input image photometrically.  This is useful for blending
+ *          over dark images, where you want dark regions in pixs, such
+ *          as text, to be lighter in the blended image.
+ *      (3) The fade %fract gives the minimum transparency (i.e.,
+ *          maximum opacity).  A small fraction is useful for adding
+ *          a watermark to an image.
+ *      (4) If pixs has a colormap, it is removed to rgb.
+ *      (5) If pixs already has an alpha layer, it is overwritten.
+ *
+ */ +PIX * +pixAddAlphaToBlend(PIX *pixs, + l_float32 fract, + l_int32 invert) +{ +PIX *pixd, *pix1, *pix2; + + PROCNAME("pixAddAlphaToBlend"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (fract < 0.0 || fract > 1.0) + return (PIX *)ERROR_PTR("invalid fract", procName, NULL); + + /* Convert to 32 bpp */ + if (pixGetColormap(pixs)) + pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + else + pix1 = pixClone(pixs); + pixd = pixConvertTo32(pix1); /* new */ + + /* Use an inverted image if this will be blended with a dark image */ + if (invert) pixInvert(pixd, pixd); + + /* Generate alpha layer */ + pix2 = pixConvertTo8(pix1, 0); /* new */ + pixInvert(pix2, pix2); + pixMultConstantGray(pix2, fract); + pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL); + + pixDestroy(&pix1); + pixDestroy(&pix2); + return pixd; +} + + + +/*---------------------------------------------------------------------* + * Setting a transparent alpha component over a white background * + *---------------------------------------------------------------------*/ +/*! + * \brief pixSetAlphaOverWhite() + * + * \param[in] pixs colormapped or 32 bpp rgb; no alpha + * \return pixd new pix with meaningful alpha component, + * or null on error + * + * 
+ * Notes:
+ *      (1) The generated alpha component is transparent over white
+ *          (background) pixels in pixs, and quickly grades to opaque
+ *          away from the transparent parts.  This is a cheap and
+ *          dirty alpha generator.  The 2 pixel gradation is useful
+ *          to blur the boundary between the transparent region
+ *          (that will render entirely from a backing image) and
+ *          the remainder which renders from pixs.
+ *      (2) All alpha component bits in pixs are overwritten.
+ *
+ */ +PIX * +pixSetAlphaOverWhite(PIX *pixs) +{ +PIX *pixd, *pix1, *pix2, *pix3, *pix4; + + PROCNAME("pixSetAlphaOverWhite"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!(pixGetDepth(pixs) == 32 || pixGetColormap(pixs))) + return (PIX *)ERROR_PTR("pixs not 32 bpp or cmapped", procName, NULL); + + /* Remove colormap if it exists; otherwise copy */ + pixd = pixRemoveColormapGeneral(pixs, REMOVE_CMAP_TO_FULL_COLOR, L_COPY); + + /* Generate a 1 bpp image where a white pixel in pixd is 0. + * In the comments below, a "white" pixel refers to pixd. + * pix1 is rgb, pix2 is 8 bpp gray, pix3 is 1 bpp. */ + pix1 = pixInvert(NULL, pixd); /* send white (255) to 0 for each sample */ + pix2 = pixConvertRGBToGrayMinMax(pix1, L_CHOOSE_MAX); /* 0 if white */ + pix3 = pixThresholdToBinary(pix2, 1); /* sets white pixels to 1 */ + pixInvert(pix3, pix3); /* sets white pixels to 0 */ + + /* Generate the alpha component using the distance transform, + * which measures the distance to the nearest bg (0) pixel in pix3. + * After multiplying by 128, its value is 0 (transparent) + * over white pixels, and goes to opaque (255) two pixels away + * from the nearest white pixel. */ + pix4 = pixDistanceFunction(pix3, 8, 8, L_BOUNDARY_FG); + pixMultConstantGray(pix4, 128.0); + pixSetRGBComponent(pixd, pix4, L_ALPHA_CHANNEL); + + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + pixDestroy(&pix4); + return pixd; +} + + +/*---------------------------------------------------------------------* + * Fading from the edge * + *---------------------------------------------------------------------*/ +/*! + * \brief pixLinearEdgeFade() + * + * \param[in] pixs 8 or 32 bpp; no colormap + * \param[in] dir L_FROM_LEFT, L_FROM_RIGHT, L_FROM_TOP, L_FROM_BOT + * \param[in] fadeto L_BLEND_TO_WHITE, L_BLEND_TO_BLACK + * \param[in] distfract fraction of width or height over which fading occurs + * \param[in] maxfade fraction of fading at the edge, <= 1.0 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) In-place operation.
+ *      (2) Maximum fading fraction %maxfade occurs at the edge of the image,
+ *          and the fraction goes to 0 at the fractional distance %distfract
+ *          from the edge.  %maxfade must be in [0, 1].
+ *      (3) %distrfact must be in [0, 1], and typically it would be <= 0.5.
+ *
+ */ +l_ok +pixLinearEdgeFade(PIX *pixs, + l_int32 dir, + l_int32 fadeto, + l_float32 distfract, + l_float32 maxfade) +{ +l_int32 i, j, w, h, d, wpl, xmin, ymin, range, val, rval, gval, bval; +l_float32 slope, limit, del; +l_uint32 *data, *line; + + PROCNAME("pixLinearEdgeFade"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetColormap(pixs) != NULL) + return ERROR_INT("pixs has a colormap", procName, 1); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 && d != 32) + return ERROR_INT("pixs not 8 or 32 bpp", procName, 1); + if (dir != L_FROM_LEFT && dir != L_FROM_RIGHT && + dir != L_FROM_TOP && dir != L_FROM_BOT) + return ERROR_INT("invalid fade direction from edge", procName, 1); + if (fadeto != L_BLEND_TO_WHITE && fadeto != L_BLEND_TO_BLACK) + return ERROR_INT("invalid fadeto photometry", procName, 1); + if (maxfade <= 0) return 0; + if (maxfade > 1.0) + return ERROR_INT("invalid maxfade", procName, 1); + if (distfract <= 0 || distfract * L_MIN(w, h) < 1.0) { + L_INFO("distfract is too small\n", procName); + return 0; + } + if (distfract > 1.0) + return ERROR_INT("invalid distfract", procName, 1); + + /* Set up parameters */ + if (dir == L_FROM_LEFT) { + range = (l_int32)(distfract * w); + xmin = 0; + slope = maxfade / (l_float32)range; + } else if (dir == L_FROM_RIGHT) { + range = (l_int32)(distfract * w); + xmin = w - range; + slope = maxfade / (l_float32)range; + } else if (dir == L_FROM_TOP) { + range = (l_int32)(distfract * h); + ymin = 0; + slope = maxfade / (l_float32)range; + } else if (dir == L_FROM_BOT) { + range = (l_int32)(distfract * h); + ymin = h - range; + slope = maxfade / (l_float32)range; + } + + limit = (fadeto == L_BLEND_TO_WHITE) ? 255.0 : 0.0; + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + if (dir == L_FROM_LEFT || dir == L_FROM_RIGHT) { + for (j = 0; j < range; j++) { + del = (dir == L_FROM_LEFT) ? maxfade - slope * j + : maxfade - slope * (range - j); + for (i = 0; i < h; i++) { + line = data + i * wpl; + if (d == 8) { + val = GET_DATA_BYTE(line, xmin + j); + val += (limit - val) * del + 0.5; + SET_DATA_BYTE(line, xmin + j, val); + } else { /* rgb */ + extractRGBValues(*(line + xmin + j), &rval, &gval, &bval); + rval += (limit - rval) * del + 0.5; + gval += (limit - gval) * del + 0.5; + bval += (limit - bval) * del + 0.5; + composeRGBPixel(rval, gval, bval, line + xmin + j); + } + } + } + } else { /* dir == L_FROM_TOP || L_FROM_BOT */ + for (i = 0; i < range; i++) { + del = (dir == L_FROM_TOP) ? maxfade - slope * i + : maxfade - slope * (range - i); + line = data + (ymin + i) * wpl; + for (j = 0; j < w; j++) { + if (d == 8) { + val = GET_DATA_BYTE(line, j); + val += (limit - val) * del + 0.5; + SET_DATA_BYTE(line, j, val); + } else { /* rgb */ + extractRGBValues(*(line + j), &rval, &gval, &bval); + rval += (limit - rval) * del + 0.5; + gval += (limit - gval) * del + 0.5; + bval += (limit - bval) * del + 0.5; + composeRGBPixel(rval, gval, bval, line + j); + } + } + } + } + + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/bmf.c b/3rdparty/hgOCR/leptonica/bmf.c new file mode 100644 index 00000000..5c522dca --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bmf.c @@ -0,0 +1,874 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bmf.c + * 
+ *
+ *   Acquisition and generation of bitmap fonts.
+ *
+ *       L_BMF           *bmfCreate()
+ *       L_BMF           *bmfDestroy()
+ *
+ *       PIX             *bmfGetPix()
+ *       l_int32          bmfGetWidth()
+ *       l_int32          bmfGetBaseline()
+ *
+ *       PIXA            *pixaGetFont()
+ *       l_int32          pixaSaveFont()
+ *       static PIXA     *pixaGenerateFontFromFile()
+ *       static PIXA     *pixaGenerateFontFromString()
+ *       static PIXA     *pixaGenerateFont()
+ *       static l_int32   pixGetTextBaseline()
+ *       static l_int32   bmfMakeAsciiTables()
+ *
+ *   This is not a very general utility, because it only uses bitmap
+ *   representations of a single font, Palatino-Roman, with the
+ *   normal style.  It uses bitmaps generated for nine sizes, from
+ *   4 to 20 pts, rendered at 300 ppi.  Generalization to different
+ *   fonts, styles and sizes is straightforward.
+ *
+ *   I chose Palatino-Roman is because I like it.
+ *   The input font images were generated from a set of small
+ *   PostScript files, such as chars-12.ps, which were rendered
+ *   into the inputfont[] bitmap files using GhostScript.  See, for
+ *   example, the bash script prog/ps2tiff, which will "rip" a
+ *   PostScript file into a set of ccitt-g4 compressed tiff files.
+ *
+ *   The set of ascii characters from 32 through 126 are the 95
+ *   printable ascii chars.  Palatino-Roman is missing char 92, '\'.
+ *   I have substituted an LR flip of '/', char 47, for 92, so that
+ *   there are no missing printable chars in this set.  The space is
+ *   char 32, and I have given it a width equal to twice the width of '!'.
+ *
+ */ + +#include +#include "allheaders.h" +#include "bmfdata.h" + +static const l_float32 VertFractSep = 0.3; + +#ifndef NO_CONSOLE_IO +#define DEBUG_BASELINE 0 +#define DEBUG_CHARS 0 +#define DEBUG_FONT_GEN 0 +#endif /* ~NO_CONSOLE_IO */ + +static PIXA *pixaGenerateFontFromFile(const char *dir, l_int32 fontsize, + l_int32 *pbl0, l_int32 *pbl1, + l_int32 *pbl2); +static PIXA *pixaGenerateFontFromString(l_int32 fontsize, l_int32 *pbl0, + l_int32 *pbl1, l_int32 *pbl2); +static PIXA *pixaGenerateFont(PIX *pixs, l_int32 fontsize, l_int32 *pbl0, + l_int32 *pbl1, l_int32 *pbl2); +static l_int32 pixGetTextBaseline(PIX *pixs, l_int32 *tab8, l_int32 *py); +static l_int32 bmfMakeAsciiTables(L_BMF *bmf); + + +/*---------------------------------------------------------------------*/ +/* Bmf create/destroy */ +/*---------------------------------------------------------------------*/ +/*! + * \brief bmfCreate() + * + * \param[in] dir [optional] directory holding pixa of character set + * \param[in] fontsize 4, 6, 8, ... , 20 + * \return bmf holding the bitmap font and associated information + * + * 
+ * Notes:
+ *      (1) If %dir == null, this generates the font bitmaps from a
+ *          compiled string.
+ *      (2) Otherwise, this tries to read a pre-computed pixa file with the
+ *          95 ascii chars in it.  If the file is not found, it then
+ *          attempts to generate the pixa and associated baseline
+ *          data from a tiff image containing all the characters.  If
+ *          that fails, it uses the compiled string.
+ *
+ */ +L_BMF * +bmfCreate(const char *dir, + l_int32 fontsize) +{ +L_BMF *bmf; +PIXA *pixa; + + PROCNAME("bmfCreate"); + + if (fontsize < 4 || fontsize > 20 || (fontsize % 2)) + return (L_BMF *)ERROR_PTR("fontsize must be in {4, 6, ..., 20}", + procName, NULL); + + bmf = (L_BMF *)LEPT_CALLOC(1, sizeof(L_BMF)); + + if (!dir) { /* Generate from a string */ + pixa = pixaGenerateFontFromString(fontsize, &bmf->baseline1, + &bmf->baseline2, &bmf->baseline3); + } else { /* Look for the pixa in a directory */ + pixa = pixaGetFont(dir, fontsize, &bmf->baseline1, &bmf->baseline2, + &bmf->baseline3); + if (!pixa) { /* Not found; make it from a file */ + L_INFO("Generating pixa of bitmap fonts from file\n", procName); + pixa = pixaGenerateFontFromFile(dir, fontsize, &bmf->baseline1, + &bmf->baseline2, &bmf->baseline3); + if (!pixa) { /* Not made; make it from a string after all */ + L_ERROR("Failed to make font; use string\n", procName); + pixa = pixaGenerateFontFromString(fontsize, &bmf->baseline1, + &bmf->baseline2, &bmf->baseline3); + } + } + } + + if (!pixa) { + bmfDestroy(&bmf); + return (L_BMF *)ERROR_PTR("font pixa not made", procName, NULL); + } + + bmf->pixa = pixa; + bmf->size = fontsize; + if (dir) bmf->directory = stringNew(dir); + bmfMakeAsciiTables(bmf); + return bmf; +} + + +/*! + * \brief bmfDestroy() + * + * \param[in,out] pbmf will be set to null before returning + * \return void + */ +void +bmfDestroy(L_BMF **pbmf) +{ +L_BMF *bmf; + + PROCNAME("bmfDestroy"); + + if (pbmf == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((bmf = *pbmf) == NULL) + return; + + pixaDestroy(&bmf->pixa); + LEPT_FREE(bmf->directory); + LEPT_FREE(bmf->fonttab); + LEPT_FREE(bmf->baselinetab); + LEPT_FREE(bmf->widthtab); + LEPT_FREE(bmf); + *pbmf = NULL; + return; +} + + +/*---------------------------------------------------------------------*/ +/* Bmf accessors */ +/*---------------------------------------------------------------------*/ +/*! + * \brief bmfGetPix() + * + * \param[in] bmf + * \param[in] chr should be one of the 95 supported printable bitmaps + * \return pix clone of pix in bmf, or NULL on error + */ +PIX * +bmfGetPix(L_BMF *bmf, + char chr) +{ +l_int32 i, index; +PIXA *pixa; + + PROCNAME("bmfGetPix"); + + if ((index = (l_int32)chr) == 10) /* NL */ + return NULL; + if (!bmf) + return (PIX *)ERROR_PTR("bmf not defined", procName, NULL); + + i = bmf->fonttab[index]; + if (i == UNDEF) { + L_ERROR("no bitmap representation for %d\n", procName, index); + return NULL; + } + + if ((pixa = bmf->pixa) == NULL) + return (PIX *)ERROR_PTR("pixa not found", procName, NULL); + + return pixaGetPix(pixa, i, L_CLONE); +} + + +/*! + * \brief bmfGetWidth() + * + * \param[in] bmf + * \param[in] chr should be one of the 95 supported bitmaps + * \param[out] pw character width; -1 if not printable + * \return 0 if OK, 1 on error + */ +l_ok +bmfGetWidth(L_BMF *bmf, + char chr, + l_int32 *pw) +{ +l_int32 i, index; +PIXA *pixa; + + PROCNAME("bmfGetWidth"); + + if (!pw) + return ERROR_INT("&w not defined", procName, 1); + *pw = -1; + if (!bmf) + return ERROR_INT("bmf not defined", procName, 1); + if ((index = (l_int32)chr) == 10) /* NL */ + return 0; + + i = bmf->fonttab[index]; + if (i == UNDEF) { + L_ERROR("no bitmap representation for %d\n", procName, index); + return 1; + } + + if ((pixa = bmf->pixa) == NULL) + return ERROR_INT("pixa not found", procName, 1); + + return pixaGetPixDimensions(pixa, i, pw, NULL, NULL); +} + + +/*! + * \brief bmfGetBaseline() + * + * \param[in] bmf + * \param[in] chr should be one of the 95 supported bitmaps + * \param[out] pbaseline distance below UL corner of bitmap char + * \return 0 if OK, 1 on error + */ +l_ok +bmfGetBaseline(L_BMF *bmf, + char chr, + l_int32 *pbaseline) +{ +l_int32 bl, index; + + PROCNAME("bmfGetBaseline"); + + if (!pbaseline) + return ERROR_INT("&baseline not defined", procName, 1); + *pbaseline = 0; + if (!bmf) + return ERROR_INT("bmf not defined", procName, 1); + if ((index = (l_int32)chr) == 10) /* NL */ + return 0; + + bl = bmf->baselinetab[index]; + if (bl == UNDEF) { + L_ERROR("no bitmap representation for %d\n", procName, index); + return 1; + } + + *pbaseline = bl; + return 0; +} + + +/*---------------------------------------------------------------------*/ +/* Font bitmap acquisition and generation */ +/*---------------------------------------------------------------------*/ +/*! + * \brief pixaGetFont() + * + * \param[in] dir directory holding pixa of character set + * \param[in] fontsize 4, 6, 8, ... , 20 + * \param[out] pbl0 baseline of row 1 + * \param[out] pbl1 baseline of row 2 + * \param[out] pbl2 baseline of row 3 + * \return pixa of font bitmaps for 95 characters, or NULL on error + * + * 
+ * Notes:
+ *      (1) This reads a pre-computed pixa file with the 95 ascii chars.
+ *
+ */ +PIXA * +pixaGetFont(const char *dir, + l_int32 fontsize, + l_int32 *pbl0, + l_int32 *pbl1, + l_int32 *pbl2) +{ +char *pathname; +l_int32 fileno; +PIXA *pixa; + + PROCNAME("pixaGetFont"); + + fileno = (fontsize / 2) - 2; + if (fileno < 0 || fileno >= NUM_FONTS) + return (PIXA *)ERROR_PTR("font size invalid", procName, NULL); + if (!pbl0 || !pbl1 || !pbl2) + return (PIXA *)ERROR_PTR("&bl not all defined", procName, NULL); + *pbl0 = baselines[fileno][0]; + *pbl1 = baselines[fileno][1]; + *pbl2 = baselines[fileno][2]; + + pathname = pathJoin(dir, outputfonts[fileno]); + pixa = pixaRead(pathname); + LEPT_FREE(pathname); + + if (!pixa) + L_WARNING("pixa of char bitmaps not found\n", procName); + return pixa; +} + + +/*! + * \brief pixaSaveFont() + * + * \param[in] indir [optional] directory holding image of character set + * \param[in] outdir directory into which the output pixa file + * will be written + * \param[in] fontsize in pts, at 300 ppi + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This saves a font of a particular size.
+ *      (2) If %indir == null, this generates the font bitmaps from a
+ *          compiled string.
+ *      (3) prog/genfonts calls this function for each of the
+ *          nine font sizes, to generate all the font pixa files.
+ *
+ */ +l_ok +pixaSaveFont(const char *indir, + const char *outdir, + l_int32 fontsize) +{ +char *pathname; +l_int32 bl1, bl2, bl3; +PIXA *pixa; + + PROCNAME("pixaSaveFont"); + + if (fontsize < 4 || fontsize > 20 || (fontsize % 2)) + return ERROR_INT("fontsize must be in {4, 6, ..., 20}", procName, 1); + + if (!indir) /* Generate from a string */ + pixa = pixaGenerateFontFromString(fontsize, &bl1, &bl2, &bl3); + else /* Generate from an image file */ + pixa = pixaGenerateFontFromFile(indir, fontsize, &bl1, &bl2, &bl3); + if (!pixa) + return ERROR_INT("pixa not made", procName, 1); + + pathname = pathJoin(outdir, outputfonts[(fontsize - 4) / 2]); + pixaWrite(pathname, pixa); + +#if DEBUG_FONT_GEN + L_INFO("Found %d chars in font size %d\n", procName, pixaGetCount(pixa), + fontsize); + L_INFO("Baselines are at: %d, %d, %d\n", procName, bl1, bl2, bl3); +#endif /* DEBUG_FONT_GEN */ + + LEPT_FREE(pathname); + pixaDestroy(&pixa); + return 0; +} + + +/*! + * \brief pixaGenerateFontFromFile() + * + * \param[in] dir directory holding image of character set + * \param[in] fontsize 4, 6, 8, ... , 20, in pts at 300 ppi + * \param[out] pbl0 baseline of row 1 + * \param[out] pbl1 baseline of row 2 + * \param[out] pbl2 baseline of row 3 + * \return pixa of font bitmaps for 95 characters, or NULL on error + * + * These font generation functions use 9 sets, each with bitmaps + * of 94 ascii characters, all in Palatino-Roman font. + * Each input bitmap has 3 rows of characters. The range of + * ascii values in each row is as follows: + * row 0: 32-57 32 is a space + * row 1: 58-91 92, '\', is not represented in this font + * row 2: 93-126 + * We LR flip the '/' char to generate a bitmap for the missing + * '\' character, so that we have representations of all 95 + * printable chars. + * + * Typically, use pixaGetFont() to generate the character bitmaps + * in memory for a bmf. This will simply access the bitmap files + * in a serialized pixa that were produced in prog/genfonts.c using + * this function. + */ +static PIXA * +pixaGenerateFontFromFile(const char *dir, + l_int32 fontsize, + l_int32 *pbl0, + l_int32 *pbl1, + l_int32 *pbl2) +{ +char *pathname; +l_int32 fileno; +PIX *pix; +PIXA *pixa; + + PROCNAME("pixaGenerateFontFromFile"); + + if (!pbl0 || !pbl1 || !pbl2) + return (PIXA *)ERROR_PTR("&bl not all defined", procName, NULL); + *pbl0 = *pbl1 = *pbl2 = 0; + if (!dir) + return (PIXA *)ERROR_PTR("dir not defined", procName, NULL); + fileno = (fontsize / 2) - 2; + if (fileno < 0 || fileno >= NUM_FONTS) + return (PIXA *)ERROR_PTR("font size invalid", procName, NULL); + + pathname = pathJoin(dir, inputfonts[fileno]); + pix = pixRead(pathname); + LEPT_FREE(pathname); + if (!pix) { + L_ERROR("pix not found for font size %d\n", procName, fontsize); + return NULL; + } + + pixa = pixaGenerateFont(pix, fontsize, pbl0, pbl1, pbl2); + pixDestroy(&pix); + return pixa; +} + + +/*! + * \brief pixaGenerateFontFromString() + * + * \param[in] fontsize 4, 6, 8, ... , 20, in pts at 300 ppi + * \param[out] pbl0 baseline of row 1 + * \param[out] pbl1 baseline of row 2 + * \param[out] pbl2 baseline of row 3 + * \return pixa of font bitmaps for 95 characters, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixaGenerateFontFromFile() for details.
+ *
+ */ +static PIXA * +pixaGenerateFontFromString(l_int32 fontsize, + l_int32 *pbl0, + l_int32 *pbl1, + l_int32 *pbl2) +{ +l_uint8 *data; +l_int32 redsize, nbytes; +PIX *pix; +PIXA *pixa; + + PROCNAME("pixaGenerateFontFromString"); + + if (!pbl0 || !pbl1 || !pbl2) + return (PIXA *)ERROR_PTR("&bl not all defined", procName, NULL); + *pbl0 = *pbl1 = *pbl2 = 0; + redsize = (fontsize / 2) - 2; + if (redsize < 0 || redsize >= NUM_FONTS) + return (PIXA *)ERROR_PTR("invalid font size", procName, NULL); + + if (fontsize == 4) { + data = decodeBase64(fontdata_4, strlen(fontdata_4), &nbytes); + } else if (fontsize == 6) { + data = decodeBase64(fontdata_6, strlen(fontdata_6), &nbytes); + } else if (fontsize == 8) { + data = decodeBase64(fontdata_8, strlen(fontdata_8), &nbytes); + } else if (fontsize == 10) { + data = decodeBase64(fontdata_10, strlen(fontdata_10), &nbytes); + } else if (fontsize == 12) { + data = decodeBase64(fontdata_12, strlen(fontdata_12), &nbytes); + } else if (fontsize == 14) { + data = decodeBase64(fontdata_14, strlen(fontdata_14), &nbytes); + } else if (fontsize == 16) { + data = decodeBase64(fontdata_16, strlen(fontdata_16), &nbytes); + } else if (fontsize == 18) { + data = decodeBase64(fontdata_18, strlen(fontdata_18), &nbytes); + } else { /* fontsize == 20 */ + data = decodeBase64(fontdata_20, strlen(fontdata_20), &nbytes); + } + if (!data) + return (PIXA *)ERROR_PTR("data not made", procName, NULL); + + pix = pixReadMem(data, nbytes); + LEPT_FREE(data); + if (!pix) + return (PIXA *)ERROR_PTR("pix not made", procName, NULL); + + pixa = pixaGenerateFont(pix, fontsize, pbl0, pbl1, pbl2); + pixDestroy(&pix); + return pixa; +} + + +/*! + * \brief pixaGenerateFont() + * + * \param[in] pixs of 95 characters in 3 rows + * \param[in] fontsize 4, 6, 8, ... , 20, in pts at 300 ppi + * \param[out] pbl0 baseline of row 1 + * \param[out] pbl1 baseline of row 2 + * \param[out] pbl2 baseline of row 3 + * \return pixa of font bitmaps for 95 characters, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does all the work.  See pixaGenerateFontFromFile()
+ *          for an overview.
+ *      (2) The pix is for one of the 9 fonts.  %fontsize is only
+ *          used here for debugging.
+ *
+ */ +static PIXA * +pixaGenerateFont(PIX *pixs, + l_int32 fontsize, + l_int32 *pbl0, + l_int32 *pbl1, + l_int32 *pbl2) +{ +l_int32 i, j, nrows, nrowchars, nchars, h, yval; +l_int32 width, height; +l_int32 baseline[3]; +l_int32 *tab = NULL; +BOX *box, *box1, *box2; +BOXA *boxar, *boxac, *boxacs; +PIX *pix1, *pix2, *pixr, *pixrc, *pixc; +PIXA *pixa; +l_int32 n, w, inrow, top; +l_int32 *ia; +NUMA *na; + + PROCNAME("pixaGenerateFont"); + + if (!pbl0 || !pbl1 || !pbl2) + return (PIXA *)ERROR_PTR("&bl not all defined", procName, NULL); + *pbl0 = *pbl1 = *pbl2 = 0; + if (!pixs) + return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL); + + /* Locate the 3 rows of characters */ + w = pixGetWidth(pixs); + na = pixCountPixelsByRow(pixs, NULL); + boxar = boxaCreate(0); + n = numaGetCount(na); + ia = numaGetIArray(na); + inrow = 0; + for (i = 0; i < n; i++) { + if (!inrow && ia[i] > 0) { + inrow = 1; + top = i; + } else if (inrow && ia[i] == 0) { + inrow = 0; + box = boxCreate(0, top, w, i - top); + boxaAddBox(boxar, box, L_INSERT); + } + } + LEPT_FREE(ia); + numaDestroy(&na); + nrows = boxaGetCount(boxar); +#if DEBUG_FONT_GEN + L_INFO("For fontsize %s, have %d rows\n", procName, fontsize, nrows); +#endif /* DEBUG_FONT_GEN */ + if (nrows != 3) { + L_INFO("nrows = %d; skipping fontsize %d\n", procName, nrows, fontsize); + boxaDestroy(&boxar); + return (PIXA *)ERROR_PTR("3 rows not generated", procName, NULL); + } + + /* Grab the character images and baseline data */ +#if DEBUG_BASELINE + lept_rmdir("baseline"); + lept_mkdir("baseline"); +#endif /* DEBUG_BASELINE */ + tab = makePixelSumTab8(); + pixa = pixaCreate(95); + for (i = 0; i < nrows; i++) { + box = boxaGetBox(boxar, i, L_CLONE); + pixr = pixClipRectangle(pixs, box, NULL); /* row of chars */ + pixGetTextBaseline(pixr, tab, &yval); + baseline[i] = yval; + +#if DEBUG_BASELINE + L_INFO("Baseline info: row %d, yval = %d, h = %d\n", procName, + i, yval, pixGetHeight(pixr)); + pix1 = pixCopy(NULL, pixr); + pixRenderLine(pix1, 0, yval, pixGetWidth(pix1), yval, 1, + L_FLIP_PIXELS); + if (i == 0 ) + pixWriteDebug("/tmp/baseline/row0.png", pix1, IFF_PNG); + else if (i == 1) + pixWriteDebug("/tmp/baseline/row1.png", pix1, IFF_PNG); + else + pixWriteDebug("/tmp/baseline/row2.png", pix1, IFF_PNG); + pixDestroy(&pix1); +#endif /* DEBUG_BASELINE */ + + boxDestroy(&box); + pixrc = pixCloseSafeBrick(NULL, pixr, 1, 35); + boxac = pixConnComp(pixrc, NULL, 8); + boxacs = boxaSort(boxac, L_SORT_BY_X, L_SORT_INCREASING, NULL); + if (i == 0) { /* consolidate the two components of '"' */ + box1 = boxaGetBox(boxacs, 1, L_CLONE); + box2 = boxaGetBox(boxacs, 2, L_CLONE); + box1->w = box2->x + box2->w - box1->x; /* increase width */ + boxDestroy(&box1); + boxDestroy(&box2); + boxaRemoveBox(boxacs, 2); + } + h = pixGetHeight(pixr); + nrowchars = boxaGetCount(boxacs); + for (j = 0; j < nrowchars; j++) { + box = boxaGetBox(boxacs, j, L_COPY); + if (box->w <= 2 && box->h == 1) { /* skip 1x1, 2x1 components */ + boxDestroy(&box); + continue; + } + box->y = 0; + box->h = h - 1; + pixc = pixClipRectangle(pixr, box, NULL); + boxDestroy(&box); + if (i == 0 && j == 0) /* add a pix for the space; change later */ + pixaAddPix(pixa, pixc, L_COPY); + if (i == 2 && j == 0) /* add a pix for the '\'; change later */ + pixaAddPix(pixa, pixc, L_COPY); + pixaAddPix(pixa, pixc, L_INSERT); + } + pixDestroy(&pixr); + pixDestroy(&pixrc); + boxaDestroy(&boxac); + boxaDestroy(&boxacs); + } + LEPT_FREE(tab); + + nchars = pixaGetCount(pixa); + if (nchars != 95) + return (PIXA *)ERROR_PTR("95 chars not generated", procName, NULL); + + *pbl0 = baseline[0]; + *pbl1 = baseline[1]; + *pbl2 = baseline[2]; + + /* Fix the space character up; it should have no ON pixels, + * and be about twice as wide as the '!' character. */ + pix1 = pixaGetPix(pixa, 0, L_CLONE); + width = 2 * pixGetWidth(pix1); + height = pixGetHeight(pix1); + pixDestroy(&pix1); + pix1 = pixCreate(width, height, 1); + pixaReplacePix(pixa, 0, pix1, NULL); + + /* Fix up the '\' character; use a LR flip of the '/' char */ + pix1 = pixaGetPix(pixa, 15, L_CLONE); + pix2 = pixFlipLR(NULL, pix1); + pixDestroy(&pix1); + pixaReplacePix(pixa, 60, pix2, NULL); + +#if DEBUG_CHARS + pix1 = pixaDisplayTiled(pixa, 1500, 0, 10); + pixDisplay(pix1, 100 * i, 200); + pixDestroy(&pix1); +#endif /* DEBUG_CHARS */ + + boxaDestroy(&boxar); + return pixa; +} + + +/*! + * \brief pixGetTextBaseline() + * + * \param[in] pixs 1 bpp, one textline character set + * \param[in] tab8 [optional] pixel sum table + * \param[out] py baseline value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Method: find the largest difference in pixel sums from one
+ *          raster line to the next one below it.  The baseline is the
+ *          upper raster line for the pair of raster lines that
+ *          maximizes this function.
+ *
+ */ +static l_int32 +pixGetTextBaseline(PIX *pixs, + l_int32 *tab8, + l_int32 *py) +{ +l_int32 i, h, val1, val2, diff, diffmax, ymax; +l_int32 *tab; +NUMA *na; + + PROCNAME("pixGetTextBaseline"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!py) + return ERROR_INT("&y not defined", procName, 1); + *py = 0; + if (!tab8) + tab = makePixelSumTab8(); + else + tab = tab8; + + na = pixCountPixelsByRow(pixs, tab); + h = numaGetCount(na); + diffmax = 0; + ymax = 0; + for (i = 1; i < h; i++) { + numaGetIValue(na, i - 1, &val1); + numaGetIValue(na, i, &val2); + diff = L_MAX(0, val1 - val2); + if (diff > diffmax) { + diffmax = diff; + ymax = i - 1; /* upper raster line */ + } + } + *py = ymax; + + if (!tab8) + LEPT_FREE(tab); + numaDestroy(&na); + return 0; +} + + +/*! + * \brief bmfMakeAsciiTables + * + * \param[in] bmf + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This makes three tables, each of size 128, as follows:
+ *          ~ fonttab is a table containing the index of the Pix
+ *            that corresponds to each input ascii character;
+ *            it maps (ascii-index) --> Pixa index
+ *          ~ baselinetab is a table containing the baseline offset
+ *            for the Pix that corresponds to each input ascii character;
+ *            it maps (ascii-index) --> baseline offset
+ *          ~ widthtab is a table containing the character width in
+ *            pixels for the Pix that corresponds to that character;
+ *            it maps (ascii-index) --> bitmap width
+ *     (2) This also computes
+ *          ~ lineheight (sum of maximum character extensions above and
+ *                        below the baseline)
+ *          ~ kernwidth (spacing between characters within a word)
+ *          ~ spacewidth (space between words)
+ *          ~ vertlinesep (extra vertical spacing between textlines)
+ *     (3) The baselines apply as follows:
+ *          baseline1   (ascii 32 - 57), ascii 92
+ *          baseline2   (ascii 58 - 91)
+ *          baseline3   (ascii 93 - 126)
+ *     (4) The only array in bmf that is not ascii-based is the
+ *         array of bitmaps in the pixa, which starts at ascii 32.
+ *
+ */ +static l_int32 +bmfMakeAsciiTables(L_BMF *bmf) +{ +l_int32 i, maxh, height, charwidth, xwidth, kernwidth; +l_int32 *fonttab, *baselinetab, *widthtab; +PIX *pix; + + PROCNAME("bmfMakeAsciiTables"); + + if (!bmf) + return ERROR_INT("bmf not defined", procName, 1); + + /* First get the fonttab; we use this later for the char widths */ + fonttab = (l_int32 *)LEPT_CALLOC(128, sizeof(l_int32)); + bmf->fonttab = fonttab; + for (i = 0; i < 128; i++) + fonttab[i] = UNDEF; + for (i = 32; i < 127; i++) + fonttab[i] = i - 32; + + baselinetab = (l_int32 *)LEPT_CALLOC(128, sizeof(l_int32)); + bmf->baselinetab = baselinetab; + for (i = 0; i < 128; i++) + baselinetab[i] = UNDEF; + for (i = 32; i <= 57; i++) + baselinetab[i] = bmf->baseline1; + for (i = 58; i <= 91; i++) + baselinetab[i] = bmf->baseline2; + baselinetab[92] = bmf->baseline1; /* the '\' char */ + for (i = 93; i < 127; i++) + baselinetab[i] = bmf->baseline3; + + /* Generate array of character widths; req's fonttab to exist */ + widthtab = (l_int32 *)LEPT_CALLOC(128, sizeof(l_int32)); + bmf->widthtab = widthtab; + for (i = 0; i < 128; i++) + widthtab[i] = UNDEF; + for (i = 32; i < 127; i++) { + bmfGetWidth(bmf, i, &charwidth); + widthtab[i] = charwidth; + } + + /* Get the line height of text characters, from the highest + * ascender to the lowest descender; req's fonttab to exist. */ + pix = bmfGetPix(bmf, 32); + maxh = pixGetHeight(pix); + pixDestroy(&pix); + pix = bmfGetPix(bmf, 58); + height = pixGetHeight(pix); + pixDestroy(&pix); + maxh = L_MAX(maxh, height); + pix = bmfGetPix(bmf, 93); + height = pixGetHeight(pix); + pixDestroy(&pix); + maxh = L_MAX(maxh, height); + bmf->lineheight = maxh; + + /* Get the kern width (distance between characters). + * We let it be the same for all characters in a given + * font size, and scale it linearly with the size; + * req's fonttab to be built first. */ + bmfGetWidth(bmf, 120, &xwidth); + kernwidth = (l_int32)(0.08 * (l_float32)xwidth + 0.5); + bmf->kernwidth = L_MAX(1, kernwidth); + + /* Save the space width (between words) */ + bmfGetWidth(bmf, 32, &charwidth); + bmf->spacewidth = charwidth; + + /* Save the extra vertical space between lines */ + bmf->vertlinesep = (l_int32)(VertFractSep * bmf->lineheight + 0.5); + + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/bmf.h b/3rdparty/hgOCR/leptonica/bmf.h new file mode 100644 index 00000000..328e2c0d --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bmf.h @@ -0,0 +1,64 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_BMF_H +#define LEPTONICA_BMF_H + +/*! + * \file bmf.h + * + * Simple data structure to hold bitmap fonts and related data + */ + + /*! Constants for deciding when text block is divided into paragraphs */ +/*! Split Text */ +enum { + SPLIT_ON_LEADING_WHITE = 1, /*!< tab or space at beginning of line */ + SPLIT_ON_BLANK_LINE = 2, /*!< newline with optional white space */ + SPLIT_ON_BOTH = 3 /*!< leading white space or newline */ +}; + + +/*! Data structure to hold bitmap fonts and related data */ +struct L_Bmf +{ + struct Pixa *pixa; /*!< pixa of bitmaps for 93 characters */ + l_int32 size; /*!< font size (in points at 300 ppi) */ + char *directory; /*!< directory containing font bitmaps */ + l_int32 baseline1; /*!< baseline offset for ascii 33 - 57 */ + l_int32 baseline2; /*!< baseline offset for ascii 58 - 91 */ + l_int32 baseline3; /*!< baseline offset for ascii 93 - 126 */ + l_int32 lineheight; /*!< max height of line of chars */ + l_int32 kernwidth; /*!< pixel dist between char bitmaps */ + l_int32 spacewidth; /*!< pixel dist between word bitmaps */ + l_int32 vertlinesep; /*!< extra vertical space between text lines */ + l_int32 *fonttab; /*!< table mapping ascii --> font index */ + l_int32 *baselinetab; /*!< table mapping ascii --> baseline offset */ + l_int32 *widthtab; /*!< table mapping ascii --> char width */ +}; +typedef struct L_Bmf L_BMF; + +#endif /* LEPTONICA_BMF_H */ diff --git a/3rdparty/hgOCR/leptonica/bmfdata.h b/3rdparty/hgOCR/leptonica/bmfdata.h new file mode 100644 index 00000000..30e2b5ad --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bmfdata.h @@ -0,0 +1,636 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bmfdata.h + * + * 
+ *  This file contains data for constructing the bitmap fonts.
+ *
+ *  The fontdata string holds all 9 sets of bitmap fonts in a base64
+ *  encoding of a pixacomp representation of the tiff compressed images.
+ *  It was generated by prog/genfonts and pasted in.  This allows
+ *  the use of the bitmap fonts for image labelling without accessing
+ *  stored versions of either the tiff images for each set, or the pixa
+ *  of the 95 printable character images that was derived from the tiff image.
+ *
+ *  In use, to get the bmf for a specific font size, from the encoded
+ *  string in this file, call
+ *      bmfCreate(NULL, fontsize);
+ *
+ */ + +#ifndef LEPTONICA_BMFDATA_H +#define LEPTONICA_BMFDATA_H + +#define NUM_FONTS 9 +static const char *inputfonts[] = {"chars-4.tif", "chars-6.tif", + "chars-8.tif", "chars-10.tif", + "chars-12.tif", "chars-14.tif", + "chars-16.tif", "chars-18.tif", + "chars-20.tif"}; +static const char *outputfonts[] = {"chars-4.pa", "chars-6.pa", + "chars-8.pa", "chars-10.pa", + "chars-12.pa", "chars-14.pa", + "chars-16.pa", "chars-18.pa", + "chars-20.pa"}; +static const l_int32 baselines[NUM_FONTS][3] = {{11, 12, 12}, {18, 18, 18}, + {24, 24, 24}, {30, 30, 30}, + {36, 36, 36}, {42, 42, 42}, + {48, 48, 48}, {54, 54, 54}, + {60, 60, 60}}; + +static const char fontdata_4[] = + "SUkqACYFAAAmoHICP///////////////////////kFcchgc45Bgc45AgcgxBY5DY5DY5Agcg" + "jkM45A8GocgxBA8M45BfCGgchhzOQxZBiNe/CDQRT6RQ+k4QV6BHcgvBBjCC+KoSjQI7wjj/" + "16I+EUPTpV0rI4LilVtAjjyPuR58jg3CRd6dJkcDMCj+v//qlVsMgQPVY6vugih9Lr/8RCF+" + "OqUUK6C/fHFV9RStf8MulG10fKcN6X+lXOBg+GexX71wxSPCf4/+kE0uR5zE0rtfCFg3oIp0" + "R+GF5DSmQaMS/oG1xen0X2wyh8WXwoI46VPt/kNYcf9J4h/pUHB///2H+t+lkCByDj/r9ZBX" + "H1BAtUr7u/IEOQanrS0eByO16tpVaSWtaEVsNiG66WrBgg05wM4bCYNWDCWIiDCER6HGhERE" + "RER3ZHBfXjaSQ7iOP/////////////////////////////////////////////////////+Q" + "JgK95DIDRZAjCDccgRMhn4g5yC9CD0IL+QxhuIfCCYQTC4IJhBiyLBB7J4QX4gvQgxxBehBi" + "yGDkPhdkEw1kPZY5cEHck5BIJOQc9aI+wjE7DL7RdsMu2GXoZehGDYaDCDQaDSCDQdIOGEEX" + "bDLzCLthl5ojzkeL0NMJhNNbVoJ6kclXuggyOGfugnw3vugv/0u+9IN7pBvdJ//brT3VtdLy" + "B4NxyGsOPRnv9R7xx3/9L+EU/3/f4jj/t+3TdDvkFZyC7hYdKkCCKHQI76SW/pD/6XCKdAin" + "29L9L6/9eEUOrD0kv8IIMNKkq/j/zD5h+P4r//99LfBKcDR9utK62NLxEIIhnmGGlpek3Lz/" + "jj5cv/ul7f+EvimH///0l6CENpfrHt/y9l7kr/4RT/f7f+PwRTkG7/tpav26XtrxoVI5/vSx" + "xsP/7ful7fdd1tv/7FRoj//DLgQZgQCFhlYlfv1kx9//28mPx/7ruu3/t9K3pEh/IKzkF3DL" + "g2BENDtBr9Jh4S12H/+3+17GwwltpbZBx0u0unr0v9IMjhrBYYpO0KZmDikMJsYTCDCeE2Gh" + "p6DTdiEE2KCdo8GcNj3pJsJofjiIiIiIiIiI4iIiIiIhhCIiIiIiIr1SMwyQbOkEiGQCvd4i" + "I//////////////////////////////////////////////////////+QVo7IEDkGwchpOQV" + "nIa0ENKCGhyC7kHchocgZschnHIMPtKk7oIP7ulv6f9Yj5DIDaH/3gjjr///+rI4aiIEXngg" + "RZBfCBEWQXsofKggu5DD5Y+Qw5UHghiCoIEYQw5VkCMIO5TkF7shhzOQxZ4IJZxy3IO5nIJZ" + "4IP//1iiPOGd0R+iPQgR3TQIIXZ3/S7BBnezui87MOiPbKHRHqftNNXvTTUjy/9JkcFjTpOk" + "9NsKmFTu+Etppw06VtMjhhO0OLCd3S+rSdIUvyDD+Iha8fQ//+K//3/+D/vbQRT7d9LsjhgI" + "7nH8Ivf/lw0bS/4RT////7f//pfq+lhr6/v/Yf/t//3/+D/sO2NNhpfiP66Xat8L/2//3S0r" + "XIMD/rvUEd9Isf/4Mp5wCDgYBlOzgO0fB3aem2mmnYTtipwCAZQ6DnAXDgynapwk20h/+IiI" + "iIy9ERxEREREZHDLiIiIiIjjj6kNWdP//qP/pMjhq8bSXwojsGkEwmliIiP/////////////" + "/////////////////////////wAQAQ4AAAEDAAEAAACSAwAAAQEDAAEAAAA2AgAAAgEDAAEA" + "AAABAAAAAwEDAAEAAAAEAAAABgEDAAEAAAABAAAAEQEEAAEAAAAIAAAAEgEDAAEAAAABAAAA" + "FQEDAAEAAAABAAAAFgEDAAEAAAA2AgAAFwEEAAEAAAAeBQAAGgEFAAEAAADUBQAAGwEFAAEA" + "AADcBQAAHAEDAAEAAAABAAAAKAEDAAEAAAACAAAAAAAAAAAAwBIAAAQAAADAEgAABAA="; + +static const char fontdata_6[] = + "SUkqAMoGAAAmoHVf///////////////////////////////IZAUfsgeBdyGdyDjkMgI+QPKC" + "GIO5AhzOgyGiCMcgYtUrIKHohowhschs4hnwgXcgRQhsgguQQXwhov6/QYQI7qgRUUk2QIfV" + "F5hQmmugqCMTCBHj/9F8j9JuknWm7rSbCBFPLtou2sjhlBSOKkE3Qf3+kv9fpcMQaXY9PTwR" + "T6WvpX/0v19aVbeQ0D6X7+v/X//QIQfj6xSS4QLS3xx69IVtL/EQy8CvbSqhq4I7//pJeVnT" + "Dr/+Niloufj9fpJLxalYrDtdr2DGk/etf6CDrkduzQkw21/w2prRfYZcNbj1+kQMQuL03hF5" + "sQRT+CEMMj7pAjuk/5DVDINfr+k9b06Stj+GXgW6pN9/kNsdL/XQg/+nSx/0v20vxSv0v/S3" + "/yDA/19sV/6WkQ0D5DY/6+lkDyf/SX9h65BRBDTdJ/StLILuk2lWkl399U2kw0Thpa0r7S0U" + "A7S20rSVtJL/iGrFMSPJv+qYoEaA+KBA4pikmKCWIiDVCINaQ0KiIiIiIoFhoRfSodbS1xbp" + "Id0hx8f///////////////////////////////////////////////////IHMFnMgTA0hyGQ" + "G45DLcg0jkQfyGQDNxBv5DLcg3QQ2EEHDIEaEHDIaDkMTJzIeZBJkEmTwh5kNmEPhB7ITCGi" + "ZDOghsmQ0IIbJhHUEMzPAh8jYOeIuRsEZFHCZEHBDhdoww1DLm0bOGXGwZccGXHCMDgwQMED" + "BAwQMEi4ZwQdAg2GEEbYYZc2EbYYZcwwjB5dmDgwQMIMJoNbQNqHuRxF6I7YQIN+6BBrDf+E" + "E//pf3oEG9tAg3vC9//126bQWlXh0gyODd+l7fXwv/0u1gio0m90m916x9uu60nXXyB4G7kN" + "tx6JwU9oEU/4944qP/pcEU8EU+37f7f4j/q6q2tpDXhYaShBBDer1XfJD5IdL/0vtf9L9L//" + "ergin9JukvIHk5BiAggw+kn1fSr///9L3r2/fS30of9r1exWqXp4QQYaWl9XH/a2vH+l9/t/" + "6X58mgN//r07dJe04QRDYGGGgvpVeXb/jj5gT8X7r7f+CX6CDD/bp6bXY/xEIIQw16Xq8N/y" + "5ZcvT/Lp/de3/j+2QMd/r/p0l6CDdf0h73//ZF7/w37r99/fuD/vVq9SP3S9hpd+lLj/6444" + "a/9v7r39L0tt/7Xq9b0vDDIbAwQQu2ElKHq/fr3f/2/dfb39/b/V6jjSb1Io/hhiEFbEECFK" + "r/euRR+//28ivxXt913XZBcf/jaevr8geTkCHDDCCIF3bEk9XpN6X7f/7f7+xtpbaW+l2l9K" + "3pfpqGGEErBhJfCTBk4wl+wf/7f9fsMJba7cMJbDSa9JvSX2sPCwxCQYQaFBikIQQwQMMYIG" + "CBggeCBsNCgg3CBhBuGKBA2KBA24hAgbFdOlYIGh+NCIiIiIiIiI4iIiIhxEGCERERERER9L" + "GHfVBF0Tgtg0dSBoDTYk+h40PiP/////////////////////////////////////////////" + "//////5A887IHkOQbLIE8EFaCGvBBmsgosgaDcg3HIbHwaIbIvVVIZTkGHVUtv9IOHRHBU+D" + "g5DJBx//QRTr69fr/+3X+I+v/pa//v/9N0Q2XnshsshsjIaMyGjMhlOQIHycZAhyDUOQy+IZ" + "xzWQUWUOQYc7kGMyGdyTkH41kH4scnZB4JwQxhrIYp/64hF56DCLzBF4aLzQNF8+DyuCguuF" + "Kw/ApXIvMFTCI7FhU0XmgYUL/ap0tow3/6TdN2XCTpB0rVJqJHmHD6BYbNhoDEjzSbDDLhJo" + "NnHSdQ4cMJoMJQ0DpBphVC//x9v/ScMEkwqf9Lpp6dJum18cQwX3V9XXWv/pN9OkKX/9f6X1" + "1/TpdX+6umrDdRSS2yBGFv4iQZu/9D//4r//f/58CP3XI/p7pL9F9peEYv/zAF8NL/hFP///" + "/t/utrrutN6SQYr0F//7Ff+3////g3/11dJ+l+I/+ld7ey4KP+3//fpX5DOOD/3sb8j+6X/9" + "en1+v/b//dLr//Vuo0rY0ib//aphKGYdtAinbLfROC//Yf/8NKGEmwvaUOwvtK3SX/7DPcUG" + "NjhsUEHhBwwg8JuEGEGEHDCDhhiopiCKcIOKeJHTd8JNuh/+IiIiIsubERxEREREZcNKIiIi" + "IiNDj+En/X/IbQdf/+Cj/9Npd6SXq3WLDSrwSEdigkEGCDrEREf/////////////////////" + "///////4AIAIAA4AAAEDAAEAAABBBAAAAQEDAAEAAAA6AgAAAgEDAAEAAAABAAAAAwEDAAEA" + "AAAEAAAABgEDAAEAAAABAAAAEQEEAAEAAAAIAAAAEgEDAAEAAAABAAAAFQEDAAEAAAABAAAA" + "FgEDAAEAAAA6AgAAFwEEAAEAAADBBgAAGgEFAAEAAAB4BwAAGwEFAAEAAACABwAAHAEDAAEA" + "AAABAAAAKAEDAAEAAAACAAAAAAAAAAAAwBIAAAQAAADAEgAABAA="; + +static const char fontdata_8[] = + "SUkqALIIAAAmoHcGf/////////////////////////////////kMgMsfUgeDaOQLjkHHIZAN" + "T5A8K5AiDQQ0OW7kMqCEHIZthNJkcMwuGQG8g34gYcgo8go4hmwQIDIGIIL1EGOIKO1/wRmG" + "cvBqEX3S3dBGJhUwmlQSpGINF2/9cIxkfa9U+k2Q2OlpNgqaNzWwgWk2k33Veluk2q6STadJ" + "U2jHlzcJtZcGlS4RJOt9f9f9L62GMw+vC0np5HXS/0n/6Vf9dapwxpdj7rr6Wl/f//v9dJLa" + "kG76X/XXpf//v/j62kl4I2i4ZVd8caX8UrS/xEgvV7aVMUP19f615+S7/6BmGXBh70tK21ev" + "60lxefkmGla/8WxVZM9Y31/RDYOEl5uappMV/1sGKhNfYX/1EOuEHiR57DbXfUMOieIxwZgN" + "vjpfrI7a9XQdJF9sSOv+QL+qLzSt//9IW6x6tUg21+Q2qpHnS3Tf5BtTkNSi/06710rYpeDM" + "MuBi6pNq3+QZX6/S0J8DHdUn8f+v3S/Fb9L/63r8hnH9f26/rS0sgXj9fXpV+vuP9X9Igofy" + "DD1el6WQPCR/pL+w7XIZUEGx660nS3V0vSrv/qm0m2UBr61T7S0dAd13XSTdBL+r0l6YYX+t" + "JtK1hhK7CTDCSthJLpeIpIMUGJHaf9rYohsQsQiBhDEIMQtiECCxESCjKESKPdDQqIiIiIig" + "sGhF1Wh16pfbSSrFtKh3odkcHWI/////////////////////////////////////////////" + "////5A7AyfkDqG265DJBRxDKmQanIZWpDKDIOnIaBhB05BQGQwgkcgiCCIIIglxBEEG/kGPI" + "J5DzIN6EG+pDKoQ2akDFCGBBBDkdCCUI5kE8iuRfIPxCwCZBHIYGMFhMI2w8M42COFBnCDIN" + "7JWQz2SsEcKQzwDBENEENkENkQRDRANwQNgwQRthhnDYRthgzZhhGG5cjZQYIGXDOCBhNYYW" + "k2rMBNcu2ECBhptBtAgdoGHQPQdFwTv+l6T4QIGG0Gwi4UOg2gg0777dNXg2gg9Qq+m0g37p" + "eG/8Jf/pd96Cb7Sb9f//1pvbS0vV0rT9L3/0v/0vWCKjV91fdJ//dK/0n1Xx6eXX0vvHGv/0" + "uXTkde9Jv0m//6+/T20rSevIZCggrxpErPFpX+O36j/6C/X2//7/Ecf95dUnSdIUvCsNLCCC" + "I6vvpL+RR8ij//pe3++lfpev+2l1ffdJeQPCOQ0OEEw9Un6+q3/0v/S/S9v/S/q//tfYp1S9" + "NMIIMNKkq1uwS////0vb/b9+t9KZg0fdL3Wm0v/CCDBpdfvF/wwsMLx/pfpff+Evz+ygMr9+" + "ldPdJe00EEQbpww0tV0rmDf8cfNhfxD9/2/8/foEw//f/Y0vEQQQgw6+l3wb/mB5gfoP8wn9" + "pe/+P4bBv90vfvS9Ag2l10lff++//7fv+3/3+Qau/vtK0kXTaX6bq9ePe9L/shZ/+39pfff/" + "th/3S9/+vhhL/SkcJ//HHBr/2/f9v0vS23/vdL0m9LwwwgmRwb20R1SW/f/d//b+0vff2/b/" + "3r70m9LwwyDdOEENsHpHH3+9LIUfv/9vIUff9vuvryGcf9dY2KX1IUfwYMQgnFik0r1b0v2/" + "/2++K+9tLbXbuu+Oum9L8geEchogMMEEQzXbFBb9N6Wvf/7f7+xvX1t6+k0+k/X6ahhhAk2G" + "kt6TZDj4S/b//b0v92GEttLb0tgwvTS3pL/QbQWGDBL7CQYMFTCVhbDBrffbaYW2r3YYSthh" + "K7gwguKr0m9Jfaw8JoMQgQYIMIQgxCQhAhkHQGIRBhBI5BEZBhAYaGCB4IGQSmGIRBugMQiG" + "hDDiiCg4YT+EoZDOhD8aERERERERERxERERDiIMIRERERERH1xb+qQfpJBF2UAZhn9EDUFTK" + "B7xoQYSB7Qjj/////////////////////////////////////////////////kDxf7IHgQOQ" + "VbIH1kCSyCrZA8cEMyCBqHcgYcgYfIHh7IF4TChVCkM1yGhwoVe+loHBwi8gdNMOHS2/tL6H" + "/yGSCkP/6BFOvrtNeE//Sv9cR+v/p1////W6////p1zZkNnZAv2bCDcchsHyLGQ2DmwnZAuO" + "bCBfiBcc3EGochoHNBAjsg3HIQcguOSHLHLHIJMm5LiC7kMocmOWOWOQXciv/62JDZPQZBv5" + "DYhF5z4Zy8yr0yDGEGM1yDGJoMgxyYRiDIEYmQboIYxNF2HPg8lkaH6hMjhDjQ//p0Xb0XmE" + "YmEYcJNhNJj0Xn+gtUXqL3ReaQbVF5ou1qk4TVQwgYQYWDCDoIMIMKXH/9bSbig6CDoIOlyO" + "jAbFVthw+gsG4qwbbSsGKDYQQcMSPJRSBwd6dPbSfpL/6f6tdXqx1YVf6XTCevem168GYDR9" + "fSutLS/9WxeuqrV/9/wl/7pXXXQ/91p7pXjSW5DRhFH+sLuor///6C//33X4P91bl1pjdJKt" + "hovBr4iQPKn/x/X/F////7NAz/v0tavW9aYaXhG3/+YDM2l/zCf///+3+9e3TvSTeglDFegv" + "//bS/9v//+vw3/q3Wt6pf0PpfV3+xX/t//3635DNv9utb0R9t1X4/+vreyOGZ/2//+uvyGx3" + "/16elvVIjH//Xp3/X/2//3X3//WKjjSeNb/+10rtWyMfX/2//7q0rX6u1d2kraSr/3RdYaTD" + "LdsIv2GvJAZ/+w//2GErCCbCLr2EoNiR161b0l/9g0HI6FBimKg2KCB2CBwwQPBA2wQMEDBA" + "4MEDhhiFFBisETgwITTCg2vCTDaQ//ERERERZg2IjiIiIiIzAa8REREREccfwgg/9f6X+v+Q" + "ZK///0x/+m0sF0q9W0sW6XyGSGkOkI7YSr4rYhAkEGCDrFhCI4//////////////////////" + "///////////8AEAEDgAAAQMAAQAAAP8EAAABAQMAAQAAAFUCAAACAQMAAQAAAAEAAAADAQMA" + "AQAAAAQAAAAGAQMAAQAAAAEAAAARAQQAAQAAAAgAAAASAQMAAQAAAAEAAAAVAQMAAQAAAAEA" + "AAAWAQMAAQAAAFUCAAAXAQQAAQAAAKoIAAAaAQUAAQAAAGAJAAAbAQUAAQAAAGgJAAAcAQMA" + "AQAAAAEAAAAoAQMAAQAAAAIAAAAAAAAAAADAEgAABAAAAMASAAAEAA=="; + +static const char fontdata_10[] = + "SUkqAGwKAAAmoFQGz///////////////////////////5DIBocgZg0PkDwy3JvkFdyB4Qchl" + "DkGB7yB5OnZBQ5J8hmckQ0rBNUyDSOkQWnIZXkMqZBrghs0INDkM/kdkDfsLqqhGYKDEHp0k" + "G0HkFEwoQaaqCcWQzzCMMPXfwg0m0gi89KyCgekkYmCpppYQKgjc0m//0Yy8/16VtP0EGwqN" + "to22ugtBBtJv2vpLdJtJJ1SbTpJKwjnoOgg2swGmFLgiStb3+lXf/69v1bYLpuuR1pLVX//X" + "r/S60mwYorKXH/dfS69J/2vX/9UvYyGU699PXXpa/3//4+l1S2EcXqvXHX1qr/8RIMCP17SS" + "pwggnqvj1XpClpf1+3SWlS2l/v6S+btbr/IKbknv62KH2Fel/VJeEGlTDS/1W9tJKiGL8f/1" + "Sri83qxVr/sQ2K1JBpXel/RAuOFXm29On//YMUk/dhf+qEOuEHQtWG2v+w9GEwZuXj1/Uuw1" + "6bnzaSDtF1/wbSI+Sdx/X9IQ6WPCb0YbYr38MvvCMTVv8gqlyGsR/pX/ukkHaS8gqiMOkk2l" + "f/pfpOlvXSTYa/9/b2/yBO9f9cTQMzuu4/RBSgnHpJe2l+KX6Wv6ST1j//7f/2lpdf/pfkM8" + "el+xVr0/pEMofIZV16+v//9tda/pdZAh1vS+sge4/0kv3fyGbBBVeutK126dLtJLuq+ttJuH" + "+FTV/SOR19dJPSWqr6SX2gyx+ur7S0LbS20n/oJf8PS20mwjeNtf0noINYMJBBwwk2kk2kEF" + "texFJBiExCYXXTWwwkCBrEIEDimGEErDCQILERBgsQwgafFRSDEIRDCEMIMUIYhQWQyAaHER" + "bSrERER/0q90tfukqxbWh3odtLbSxH//////////////////////////////////////////" + "////yBTDMpkFsFhyB4YOQyAboILYFByB4hyB4vkMgCIK4iOQsFWQ07IZxyBEeQyQ1PINNLIZ" + "icEDIMeWcgoBkFy4IGQIIIoZByCDhkHIInkMEEDFCGyhBJkFzggyDcYCDINxgQMgwoIIGRDk" + "EIIp0O0MhjrIPyZDCj0GCD4aOEHEN3CPDDaDTQaapp6bwjxByc2EeIOTmGEcbw1TTT7ppJ1U" + "4B46aPGGmQabJeECIJZDPZEmDNhIM2JQIHBggwQMEDBAwSBAwQNo4DdkCHQIGyCiw2gQNkFF" + "htBB5cZwWGCIMOGCBhBglBggdBA6U2Ca5c2EbDvwbSayCZh8Ogg+/6C329JvbSb3SD777/q3" + "TdQq9INoIN/oL2/9J//S7W9IN9pBvv//tJ720m0tL/SbT3X2/9L/9L+XXSvdK90v//1p0nrS" + "+npuXX0vb66X/9Ll0176b/b///eu++1/yGQxyBwOOk63+++ONV/6X8uu3r+l/iOP2t6uk9Cl" + "4WHqR8e7r6SH/Uf/S+19v3/f/96dGF7q0kvCw0qCBAn6vpff//pe9e39/3pX/a9XTaTql5A9" + "wQ2QEmHWgmKer6X8iPkR1/9L7X30vSS///991bpL1TCCDBpKv76Vb/9f+l719+/W+lD/erXW" + 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"J/1/////H69JtLIH9NJf3S6uq9ISh0CxdL8gt46iO2kl6FbYSCQIMIHWGISCTCbWIiI/////" + "/////////////////////////wAQAQ4AAAEDAAEAAACoBQAAAQEDAAEAAABCAgAAAgEDAAEA" + "AAABAAAAAwEDAAEAAAAEAAAABgEDAAEAAAABAAAAEQEEAAEAAAAIAAAAEgEDAAEAAAABAAAA" + "FQEDAAEAAAABAAAAFgEDAAEAAABCAgAAFwEEAAEAAABkCgAAGgEFAAEAAAAaCwAAGwEFAAEA" + "AAAiCwAAHAEDAAEAAAABAAAAKAEDAAEAAAACAAAAAAAAAAAAwBIAAAQAAADAEgAABAA="; + +static const char fontdata_12[] = + "SUkqAFAMAAAmoFsNP/////////////////////////////////kMgNpyBoLGQPBocjfIEkED" + "wU3ILjrkDxwmnkGmKIa+ENfFshpj0Qy5kNIcg0UIHhxyCjCLhDSHIa9kG8yGZPCqpAvBK4YR" + "oCU0km4PTChBkMqgJxhMhnCBBhB6u/QIoBubbpPSb0gjbYKmEH4S0bNo43/rhBpNqjHpKyBh" + "/SDYVNNLCBUkG0EG//0Yi7fdJOqt3S02CzjaPNroLSdJv6qtLDS2qT1TaaVLo5UEDwQb5gGx" + "TAYXdf/ql9PS+t3rVwurp0XXS6SdW+v9f9fpJwxRcUrj7/9JUv/7v1X/Wkl2DGv9aTpel16X" + "v66/6/pbkMyK79/S+tf2///H6tJLbBHv6/4/66Vpf4iQYUfqulXhAioHSrx6S9If//9uq0kk" + "tL/f0v9K0v/v62KHbq9f60vNNdhpX+QJ4JXe6pV7X1+qSXhB0kw0tf6Ye2l0RNFxb1/oEF8W" + 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"AQAAAAMBAwABAAAABAAAAAYBAwABAAAAAQAAABEBBAABAAAACAAAABIBAwABAAAAAQAAABUB" + "AwABAAAAAQAAABYBAwABAAAAeAIAABcBBAABAAAASAwAABoBBQABAAAA/gwAABsBBQABAAAA" + "Bg0AABwBAwABAAAAAQAAACgBAwABAAAAAgAAAAAAAAAAAMASAAAEAAAAwBIAAAQA"; + +static const char fontdata_14[] = + "SUkqAKINAAAmoCAz/////////////////////////yGQBw/kMgGYcgw5DJBpvIHg1wR3kCuC" + "B4NFhbrIHiwnZAxZFjIafUQ2+BJJshrRkGnyGtBBqmQ05kNqyBcQQ1YINyZBRMhpfhf1CMwz" + "S5hqg9W4aggwoIGCDCWC4QYIPXrwR1BQm6Wkm6pGzYKmn2EFQRsgwjhB/9UjeXg0m1RifVkM" + "t1VBNhUGE1pAtBBtBN//hBYdboJOkk2nVJNgj3R4s8b8JUk6TftfpYfdafV09VbQXCDcEHWX" + "BWCmAIraTf/9eldL0ld1VcLp6bRddKkqff91Vf9fXbDeqtwum0v9L11v/+v+uqSwxR+rx/3S" + "9LS+vfqtf9da7DHr+/pel/79f1/9dKr5Boha9Lr/9L1/a/8fXSqsI/ev/HS9Kkrrv/IZ0n9V" + "aSXYIEU467ePX6j2v+I/tqulSulfX+qX0ldf/e9U6Q9wr1X6pfJ+u2l/kFqyO/tJYr2vr/qv" + "BA9JhpX/XeG0qqtq9f1SS9NIl3DS1/pg8MQlyJWuP/9JfF4QaTFN//EMaVd36/SIZrhNLnCe" + "EGob1/2U4bUJ/cLX/iDXQQb06Ydr0uw6RvZCaePX6V106EwdK2GF38NqQnJOzgE/1/SkcbS2" + 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"2QL+jZNAg5BR/ThSBHkMe9PbtpPX/+r0H0EG0g6TpXLx4MtPEJ3fS2IJiE7EJ0m3QINhIO6p" + "Pu/6039aX/pXvEJtLSDpNj8+GWn/S6aenVuKDpcS5pXIF+9tJu1dJ1pL/6em6etf9J6b/QXT" + "TdNpPTa9P//61aXWl/63/q6Wl/1/pdV19/XQ//dft039Vv9Nj03/7evv+l7vuk9Nr9j+6ujC" + "aTpaQqvZBp4gQ/q/6Qpa///hL///S6v/q/7SvSrcINP6t9////9Bf/97/3+2vTdN06SSWw0D" + "S8RIHgrU9f///0v/1//ZQDX/3XVj9IILDDQa+QyAatP15OJ+v+L//39fmoMz91dfTdbegpsg" + "0vIZAZlDd/8ff/3////sH+66tpPqkw8JJBivCPj//KgDF0v+eT////2/+nr3fSb0kga8IF//" + "PBt7S/9v//+vwb/bW1bq7SSfqg16X1/7df+3////hv/r9b9K/wwvS//9hhL/2////8g2Eft+" + "l0rdfq0P/93+GIX/t//39X5BUn/pN7ejG9Uvx9L0v/Bgv/b//61/D/39apNvSX//7v3y4bf/" + "b//f6/IZkP+6Wr0t2qX//1d74S/9v//X2//19+1Sf0iGH//XX1vS/9v/+60v//bWK6Stuv//" + "+m219f/b//f1tfrtetjpvVJf/sLpdq3r/7f/9pXTa/+sbWk2xSX/9owtoJttGFhkHfT/9v/9" + "urQTa9pWSHbRftbS+lX/thBcNJhkOOwwlsMJcqwyv+w//20rCUMI2v9pwwl9aTbS//xXDCCb" + "CsQrY1hra6sGtrrbaUNBMQtbSYpit/VvSBf/ak4ZzCFMbUkBsRDPU2QYrlAOawzyBFbkHrIP" + "WauUA5rCFAbGlEINZAhPDCCpqUBmp2gSg9D/9hdNNBrDC2//YXX+xCnkmF8U01vXTtf/hoaB" + "hAwQaEMEIOIjiyOGQCwCwwgYWIMEGgwh/EccfoREREI2CPEcRxEREa/wgg///hJ/6/0n/X/I" + "HiiX///pdfT+n/+tpePX9fhfX1bSyB49NKvptL7/1IHg1wEYA1CxdKvSEdtJLyBmDU/2l/YS" + "2wkl8eGGEEQPDXcJBBhBpYYhMQgQMgUVwsGaAeCsF7WIiI//////////////////////////" + "////////wAQAQA4AAAEDAAEAAADOBwAAAQEDAAEAAAB3AgAAAgEDAAEAAAABAAAAAwEDAAEA" + "AAAEAAAABgEDAAEAAAABAAAAEQEEAAEAAAAIAAAAEgEDAAEAAAABAAAAFQEDAAEAAAABAAAA" + "FgEDAAEAAAB3AgAAFwEEAAEAAABoDwAAGgEFAAEAAAAeEAAAGwEFAAEAAAAmEAAAHAEDAAEA" + "AAABAAAAKAEDAAEAAAACAAAAAAAAAAAAwBIAAAQAAADAEgAABAA="; + +static const char fontdata_18[] = + "SUkqAEARAAAmoCq/////////////////////////////////+QyXe5DJDVchncgthMyB4NFk" + "TMgeJBA8FKE06yB9ad5DbxIgScCpNkFYdSGnQgrOQbKENqhA3ghmWQz2QVRyBxZDMoQbJ4XU" + "g0YQl4IHhBhUm4OggwoIGCBhYwQZBuJggYIHhf1CJwazjaSdJNpqEGFQaYWgSwmg9d6yGanQ" + "Qb10m+gjxMKEGEGlhAtHhhhHyf/4QaVpIw3rZBpelQQbCpp+EFSCDaCDe/XSOMwbSfSDpJN3" + "1TYKqMyraC0nQTfT/pYaW0gv06dKk4Iz8+K4Qb9BUk2k/+ugt9+npbTXVtBcINwnWYAnTNg3" + 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"/6Xv/et+t+uOP/zCpNpNpCl5DIBocgeDj9Ot/Q/6Q/+l917+/7/j+6Wt+rpJeFh6RDH3T9Lt" + "+v/pe6+3pfpf/9/vt1el4WDrCDNzrev/1/6X3Xt/f99f7q2l1pOlXhYapBH2//qv//9L3X2/" + "fpX1v+6+1bStJfCw60E6t0/r+QIfIEOv/oL7r719f6//6fb30vIM9kM2wQQYaSQSf1vS9v//" + "/S919vr+vW/3S1/SbSS9BoMIIMNLqK6fSr/+v/S+/3++u+r/vvum0ukvVMIEGGuvreEF////" + "pe6Xt++kr6TD/enp16bX+8IIMOtL6fBBL+uq/+l9/t6+v6UH/a6+x2kl/hBBg0kl9eIL////" + "S/S+/9L8JMpwZf/03tPSX1hBEGsXDDS6r7lQGX/XXj/S9v9v/S/BBSoDb+6WvVWqXu0EFgw0" + "Fr6Twf8cf/p/pe/+EvzaMH/e36tulX1ggsMNLr+58IH///F+3+3/k9P4IMP966b9ul9oMIIL" + "DDS+kqfIPT/+fBo/f6Xt/8L9oN/669NxpeIhBCGGlqut7f8+GM+GP/z6fv/f+wX7YN/39Wqb" + "SXhAgw6/6fb/w+H//b+69v/H9sgyDP3SbV/0vCCDBpdaS+39f//7fuvt//7kDjT+//Ta/CCD" + "aXpfe////+w/uvfuu67B/3rq6Rvel8IP/0k/d6773/4b919v//bDf+urql6Xwgem/WL3f/9y" + "BhP/7f3X3v7+2/7f1+3pfDC/qkv/X/3/7fuvt+v+7/9Nq3SX18ML71V/f445Bqp/7f3Xt/Xp" + "dv/a/6Tevhhggm71WbBv/1+w//t+6+/f37f+9daq3peGGEFvouqSX79e//7f3+3v7+2/+urf" + "XpeGGEE3bfpd/f///t/pff19bf+3TddJN6XgwZDXFwghd0nCST++l9//t+3+32va/+l+uq3/" + 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"If/Xv00vX/yBoGoP/84n+l7+v/q6/7VeC//V167CDXhf/V1/xH//6tf/3/9J69f//9tf///0" + "v////2////9LX////br///9LQIg2UyE8gqTIa08hqzyDZTIsyGu5BofyDU5F8hiZDVgizIbZ" + "yGs5EmQVqEVyGa5F4hlnyGlBDZBA8G1yDJhA8NQC/9W2CBB4IGCBhA8EDwQPCBgpDK7ILzwU" + "IGEGChAwQMFCBhA1BQoI1hlQUFIaE5F0IOnUgmpBc5BjyDFZE0//rEIPCYQYQwnNQGHpkMs5" + "BufXIFzhNMhlnTCDIGDhMIZDYdQuSsgwcg5/77///VtPQYUI2OEeGwoR4iIDRTChdAsKmmFT" + "CPjYVBhHBYVUcFhDBQUgXoQI4hsopBjg2jYFzQCDwNzYLr/6sI4L0wjwsIIHQQbBUEGsJ/oL" + "008JoIMPTQQa1QQcF9qmug6TtV/+k9BvRwdBBoJB0m9J9HBshl+QMfoLIZfo4VHCZDL9HBtB" + "NkC/o4NhBByBj1UOkQ2eQY+6bvbV/S//bp9Ag2gg6TpWQL8k1EJ3fS2IQYhOxCdJ3QIG0ndG" + "3rmI8DTd/Wm60qS/9Lp4p10nSfVngzQg/6XCYTwg6txTpcQnVx/6e90m66//b7ptL3W+rq/0" + "F003V03Ta9Nf+2utWlrpf+l709Ol/77/hL/3Xp66f/+r1bS61//bHq1/SfXr/S6p69utfHH9" + "906em8UktshpYQ2P6X7+v/+/6Xv7pe2vV/2lzH7S1S/CBw/2/0hr7//9Bf/7/X3/9+k2r1SW" + "2g0vS//1///CX//e/8H+2lpXvVqkltoNLxEgeBORvr/9f+v/6//shhp/991iulBAsGDRww18" + "hkArV+vx9//F//7+vynBo+3WldNN6QMPBAkgwYS8ETv/9el/3////sP/W999JJh6SQYrwjMX" + "/8pAy7f/zyf///+w//dLSt+m9Kg16Bf/z4K+0v/b////w3+3X3vapfpA16X1/7aX/t///1+D" + "f+tq9JvSvpYYXpf/+wwgv/b////wb/bp6tbvSv2h9L+7/Yr/2//7/vyCuR/r/oxvSS/H/1/8" + "ML/2//+tL8H/erSel36/9L6/vBgv/b//f/8P/a/apN2kl//+22r6MArf9v//+n8g1O//TpPS" + "Tb6//+l/4S/9v/+0tb//Vtb7VK70iC8f/r1drel/7f//9f/69R/vpJf//q2+3pf+3/+3Wtr9" + "er7T0k231//YXS7X1/9v//StJtf+1j40rikq//RhbQTDbRhWyBA+n/7f/7faCte0rtG1qnSb" + "df/20uGk3YS4YXv/2//20oaTYRtf7Juwwgt3pXpJf/sILgwgmGQsMMILYYXlIGZ/2H/+2lDB" + "BMMJfDSjiuvSt0l/9irMPFMUxVsUnDTtPTYaaYTtO2GEopiFoM0WEmqTenVukP/6jmEnakgC" + "6IaE7DIMDJIDBThokNCdyC6cgunLGSGCEYHJANxChMLIaBEQqakMGn0CTB6/+wtIMINBrYLf" + "/2F/+wp5INegmmFtNPW//4NDQMIMEDQgwhBsRHEMjhkhAsGEDCxBhBoGEP4jQ4/iIiIhHATi" + "OI4iIiP/hBA3/X+Eg///pf9f6T/r/ZA8OLf//+l16T1///a6/S+k9aj//a5Arq0q9JtL//wY" + "YQLdtKvSEcdV8gaIddtKvTS20kvj2GEkvrYYIIgeCsOEggyB6sIOtiFFEFsGRPE6AZgsLDCY" + "XsFkDYDScREcf////////////////////////////////////4AIAIAADgAAAQMAAQAAAIEI" + "AAABAQMAAQAAAIsCAAACAQMAAQAAAAEAAAADAQMAAQAAAAQAAAAGAQMAAQAAAAEAAAARAQQA" + "AQAAAAgAAAASAQMAAQAAAAEAAAAVAQMAAQAAAAEAAAAWAQMAAQAAAIsCAAAXAQQAAQAAADcR" + "AAAaAQUAAQAAAO4RAAAbAQUAAQAAAPYRAAAcAQMAAQAAAAEAAAAoAQMAAQAAAAIAAAAAAAAA" + "AADAEgAABAAAAMASAAAEAA=="; + +static const char fontdata_20[] = + "SUkqABATAAAmoDgf////////////////////////////+QyQy7IGwGXPIZILLkNA/kDwVrIW" + "3IHgvBA8FqE00sgeC9pp5BWhIFSvIHhpOQPDToQK3ILYb01TTINOELmCJwypBY8FVsgy2kQ1" + "6BSCocEDBSDQBEFfCBcWINJwQeF/qDCDSCD0m4eCBhSDZWEGFwTwQMIPC1VKQa6keMPTpJu8" + "IMKEGmuECwg0fIP3dcIGgg2kE9JukkeGwqDQaWECwj42EEG//wiRhpN6ON0lZDSetBBsFTXw" + "gqQQNoJv/9HnJetpIJ1201SSbCpo0JroLQTdP/+EFh6b1ekm060mwRp5mNwQb8JUrat//1uu" + "kk+laeklhBaBA6QdZsCsKcAwqdK/qukv3/pXuvbgum4TaMLpUq3T7u9KltVaS61bfpcLp6/p" + "Kqp1vr1/1/qlcNpJK2wvfdL0tf3//X/S+qsGMjvrHpuuvS6XS//6//SVWw0c6X/q6+lr/f//" + "/pfXhj1b/9L0uv3+mvX/9JJLyGtiX9PX+uvr+/VePpf7YR9f/XGkvqquv/1X+u0klwUi3pL/" + "/66Wvf+Qbi/uqWklVhGaY/Xj6XpD3X+I/37pVuCT/36SX6Vpf1/0lpQl6vS/qv0lbr/720u0" + "h7hX+/6XkWfVpfv+6pRVbXpL+kvggaqw0r/IHgmELd7aWwldq//SSrwg6qGEtfpW9hoJKu2v" + 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"////X/3r+uvStf///8ev0nrC+v9pZA8WvSr0g2l//7aXtpfqJTgi4GwGeP16QjtpJeQNAanX" + "tL+0tsJJehWwwgklX2GEgkmg6wxCBIgZiCCB+DrDChfCyBtDOdkcDMMcMLEREf//////////" + "////////////////////4AIAIAAOAAABAwABAAAATAkAAAEBAwABAAAAcwIAAAIBAwABAAAA" + "AQAAAAMBAwABAAAABAAAAAYBAwABAAAAAQAAABEBBAABAAAACAAAABIBAwABAAAAAQAAABUB" + "AwABAAAAAQAAABYBAwABAAAAcwIAABcBBAABAAAABxMAABoBBQABAAAAvhMAABsBBQABAAAA" + "xhMAABwBAwABAAAAAQAAACgBAwABAAAAAgAAAAAAAAAAAMASAAAEAAAAwBIAAAQA"; + +#endif /* LEPTONICA_BMFDATA_H */ + + diff --git a/3rdparty/hgOCR/leptonica/bmp.h b/3rdparty/hgOCR/leptonica/bmp.h new file mode 100644 index 00000000..568c9901 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bmp.h @@ -0,0 +1,124 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_BMP_H +#define LEPTONICA_BMP_H + +/*! + * \file bmp.h + * + * 
+ * This file is here to describe the fields in the header of
+ * the BMP file.  These fields are not used directly in Leptonica.
+ * The only thing we use are the sizes of these two headers.
+ * Furthermore, because of potential namespace conflicts with
+ * the typedefs and defined sizes, we have changed the names
+ * to protect anyone who may also need to use the original definitions.
+ * Thanks to J. D. Bryan for pointing out the potential problems when
+ * developing on Win32 compatible systems.
+ *
+ */ + +/*-------------------------------------------------------------* + * BMP file header * + *-------------------------------------------------------------*/ + +/*! BMP file header + * + * Notes: + * (1) The bfSize field is stored as a 32 bit integer and includes + * the size of the BMP_FileHeader, BMP_InfoHeader, the color + * table (if any), and the size of the DIB bits. + * (2) The bfOffBits field is also stored as a 32 bit integer and + * contains the absolute offset in bytes of the image data + * in this file. Some bmp files have additional data after the + * BMP_InfoHeader and before the color table (if it exists). + * However, enabling reading of these files makes the reader + * vulnerable to various malware attacks. Therefore we do not + * read bmp files with extra data, and require that the size + * of the color table in bytes is + * offset - sizeof(BMP_FileHeader) - sizeof(BMP_InfoHeader) + * (3) Use arrays of l_uint8[] to make an endianness agnostic + * access to the BMP_FileHeader easier. + */ +struct BMP_FileHeader +{ + l_uint8 bfType[2]; /*!< file type; must be "BM" */ + l_uint8 bfSize[4]; /*!< length of the file; + sizeof(BMP_FileHeader) + + sizeof(BMP_InfoHeader) + + size of optional extra data + + size of color table + + size of DIB bits */ + l_uint8 bfReserved1[2]; /*!< don't care (set to 0) */ + l_uint8 bfReserved2[2]; /*!< don't care (set to 0) */ + l_uint8 bfOffBits[4]; /*!< offset from beginning of file */ +}; +typedef struct BMP_FileHeader BMP_FH; + +/*! Number of bytes in a BMP file header */ +#define BMP_FHBYTES sizeof(BMP_FH) + + +/*-------------------------------------------------------------* + * BMP info header * + *-------------------------------------------------------------*/ + +/*! BMP info header */ +struct BMP_InfoHeader +{ + l_int32 biSize; /*!< size of the BMP_InfoHeader struct */ + l_int32 biWidth; /*!< bitmap width in pixels */ + l_int32 biHeight; /*!< bitmap height in pixels */ + l_int16 biPlanes; /*!< number of bitmap planes */ + l_int16 biBitCount; /*!< number of bits per pixel */ + l_int32 biCompression; /*!< compress format (0 == uncompressed) */ + l_int32 biSizeImage; /*!< size of image in bytes */ + l_int32 biXPelsPerMeter; /*!< pixels per meter in x direction */ + l_int32 biYPelsPerMeter; /*!< pixels per meter in y direction */ + l_int32 biClrUsed; /*!< number of colors used */ + l_int32 biClrImportant; /*!< number of important colors used */ +}; +typedef struct BMP_InfoHeader BMP_IH; + +/*! Number of bytes in a BMP info header */ +#define BMP_IHBYTES sizeof(BMP_IH) + + +/*-------------------------------------------------------------* + * Align BMP headers on 4 byte boundaries * + *-------------------------------------------------------------*/ + +/*! BMP_IH is misaligned, causing crashes on some big-endians. + * A packed struct forces alignment. */ +#if defined(__GNUC__) +typedef struct __attribute__((__packed__)) { + BMP_FH bmpfh; + BMP_IH bmpih; +} BMP_HEADER; +#endif + +#endif /* LEPTONICA_BMP_H */ diff --git a/3rdparty/hgOCR/leptonica/bmpio.c b/3rdparty/hgOCR/leptonica/bmpio.c new file mode 100644 index 00000000..04efabb5 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bmpio.c @@ -0,0 +1,602 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bmpio.c + * 
+ *
+ *      Read bmp
+ *           PIX          *pixReadStreamBmp()
+ *           PIX          *pixReadMemBmp()
+ *
+ *      Write bmp
+ *           l_int32       pixWriteStreamBmp()
+ *           l_int32       pixWriteMemBmp()
+ *
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include +#include "allheaders.h" +#include "bmp.h" + +/* --------------------------------------------*/ +#if USE_BMPIO /* defined in environ.h */ +/* --------------------------------------------*/ + + /* Here we're setting the pixel value 0 to white (255) and the + * value 1 to black (0). This is the convention for grayscale, but + * the opposite of the convention for 1 bpp, where 0 is white + * and 1 is black. Both colormap entries are opaque (alpha = 255) */ +RGBA_QUAD bwmap[2] = { {255,255,255,255}, {0,0,0,255} }; + + /* Colormap size limit */ +static const l_int32 L_MAX_ALLOWED_NUM_COLORS = 256; + + /* Image dimension limits */ +static const l_int32 L_MAX_ALLOWED_WIDTH = 1000000; +static const l_int32 L_MAX_ALLOWED_HEIGHT = 1000000; +static const l_int64 L_MAX_ALLOWED_PIXELS = 400000000LL; +static const l_int32 L_MAX_ALLOWED_RES = 10000000; /* pixels/meter */ + +#ifndef NO_CONSOLE_IO +#define DEBUG 0 +#endif /* ~NO_CONSOLE_IO */ + +/*--------------------------------------------------------------* + * Read bmp * + *--------------------------------------------------------------*/ +/*! + * \brief pixReadStreamBmp() + * + * \param[in] fp file stream opened for read + * \return pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) Here are references on the bmp file format:
+ *          http://en.wikipedia.org/wiki/BMP_file_format
+ *          http://www.fortunecity.com/skyscraper/windows/364/bmpffrmt.html
+ *
+ */ +PIX * +pixReadStreamBmp(FILE *fp) +{ +l_uint8 *data; +size_t size; +PIX *pix; + + PROCNAME("pixReadStreamBmp"); + + if (!fp) + return (PIX *)ERROR_PTR("fp not defined", procName, NULL); + + /* Read data from file and decode into Y,U,V arrays */ + rewind(fp); + if ((data = l_binaryReadStream(fp, &size)) == NULL) + return (PIX *)ERROR_PTR("data not read", procName, NULL); + + pix = pixReadMemBmp(data, size); + LEPT_FREE(data); + return pix; +} + + +/*! + * \brief pixReadMemBmp() + * + * \param[in] cdata bmp data + * \param[in] size number of bytes of bmp-formatted data + * \return pix, or NULL on error + */ +PIX * +pixReadMemBmp(const l_uint8 *cdata, + size_t size) +{ +l_uint8 pel[4]; +l_uint8 *cmapBuf, *fdata, *data; +l_int16 bftype, depth, d; +l_int32 offset, width, height, height_neg, xres, yres, compression, imagebytes; +l_int32 cmapbytes, cmapEntries; +l_int32 fdatabpl, extrabytes, pixWpl, pixBpl, i, j, k; +l_uint32 *line, *pixdata, *pword; +l_int64 npixels; +BMP_FH *bmpfh; +#if defined(__GNUC__) +BMP_HEADER *bmph; +#define bmpih (&bmph->bmpih) +#else +BMP_IH *bmpih; +#endif +PIX *pix, *pix1; +PIXCMAP *cmap; + + PROCNAME("pixReadMemBmp"); + + if (!cdata) + return (PIX *)ERROR_PTR("cdata not defined", procName, NULL); + if (size < sizeof(BMP_FH) + sizeof(BMP_IH)) + return (PIX *)ERROR_PTR("bmf size error", procName, NULL); + + /* Verify this is an uncompressed bmp */ + bmpfh = (BMP_FH *)cdata; + bftype = bmpfh->bfType[0] + ((l_int32)bmpfh->bfType[1] << 8); + if (bftype != BMP_ID) + return (PIX *)ERROR_PTR("not bmf format", procName, NULL); +#if defined(__GNUC__) + bmph = (BMP_HEADER *)bmpfh; +#else + bmpih = (BMP_IH *)(cdata + BMP_FHBYTES); +#endif + compression = convertOnBigEnd32(bmpih->biCompression); + if (compression != 0) + return (PIX *)ERROR_PTR("cannot read compressed BMP files", + procName, NULL); + + /* Read the rest of the useful header information */ + offset = bmpfh->bfOffBits[0]; + offset += (l_int32)bmpfh->bfOffBits[1] << 8; + offset += (l_int32)bmpfh->bfOffBits[2] << 16; + offset += (l_uint32)bmpfh->bfOffBits[3] << 24; + width = convertOnBigEnd32(bmpih->biWidth); + height = convertOnBigEnd32(bmpih->biHeight); + depth = convertOnBigEnd16(bmpih->biBitCount); + imagebytes = convertOnBigEnd32(bmpih->biSizeImage); + xres = convertOnBigEnd32(bmpih->biXPelsPerMeter); + yres = convertOnBigEnd32(bmpih->biYPelsPerMeter); + + /* Some sanity checking. We impose limits on the image + * dimensions, resolution and number of pixels. We make sure the + * file is the correct size to hold the amount of uncompressed data + * that is specified in the header. The number of colormap + * entries is checked: it can be either 0 (no cmap) or some + * number between 2 and 256. + * Note that the imagebytes for uncompressed images is either + * 0 or the size of the file data. (The fact that it can + * be 0 is perhaps some legacy glitch). */ + if (width < 1) + return (PIX *)ERROR_PTR("width < 1", procName, NULL); + if (width > L_MAX_ALLOWED_WIDTH) + return (PIX *)ERROR_PTR("width too large", procName, NULL); + if (height == 0 || height < -L_MAX_ALLOWED_HEIGHT || + height > L_MAX_ALLOWED_HEIGHT) + return (PIX *)ERROR_PTR("invalid height", procName, NULL); + if (xres < 0 || xres > L_MAX_ALLOWED_RES || + yres < 0 || yres > L_MAX_ALLOWED_RES) + return (PIX *)ERROR_PTR("invalid resolution", procName, NULL); + height_neg = 0; + if (height < 0) { + height_neg = 1; + height = -height; + } + npixels = 1LL * width * height; + if (npixels > L_MAX_ALLOWED_PIXELS) + return (PIX *)ERROR_PTR("npixels too large", procName, NULL); + if (depth != 1 && depth != 2 && depth != 4 && depth != 8 && + depth != 16 && depth != 24 && depth != 32) + return (PIX *)ERROR_PTR("depth not in {1, 2, 4, 8, 16, 24, 32}", + procName,NULL); + fdatabpl = 4 * ((1LL * width * depth + 31)/32); + if (imagebytes != 0 && imagebytes != fdatabpl * height) + return (PIX *)ERROR_PTR("invalid imagebytes", procName, NULL); + cmapbytes = offset - BMP_FHBYTES - BMP_IHBYTES; + cmapEntries = cmapbytes / sizeof(RGBA_QUAD); + if (cmapEntries < 0 || cmapEntries == 1) + return (PIX *)ERROR_PTR("invalid: cmap size < 0 or 1", procName, NULL); + if (cmapEntries > L_MAX_ALLOWED_NUM_COLORS) + return (PIX *)ERROR_PTR("invalid cmap: too large", procName,NULL); + if (size != 1LL * offset + 1LL * fdatabpl * height) + return (PIX *)ERROR_PTR("size incommensurate with image data", + procName,NULL); + + /* Handle the colormap */ + cmapBuf = NULL; + if (cmapEntries > 0) { + if ((cmapBuf = (l_uint8 *)LEPT_CALLOC(cmapEntries, sizeof(RGBA_QUAD))) + == NULL) + return (PIX *)ERROR_PTR("cmapBuf alloc fail", procName, NULL ); + + /* Read the colormap entry data from bmp. The RGBA_QUAD colormap + * entries are used for both bmp and leptonica colormaps. */ + memcpy(cmapBuf, cdata + BMP_FHBYTES + BMP_IHBYTES, + sizeof(RGBA_QUAD) * cmapEntries); + } + + /* Make a 32 bpp pix if depth is 24 bpp */ + d = (depth == 24) ? 32 : depth; + if ((pix = pixCreate(width, height, d)) == NULL) { + LEPT_FREE(cmapBuf); + return (PIX *)ERROR_PTR( "pix not made", procName, NULL); + } + pixSetXRes(pix, (l_int32)((l_float32)xres / 39.37 + 0.5)); /* to ppi */ + pixSetYRes(pix, (l_int32)((l_float32)yres / 39.37 + 0.5)); /* to ppi */ + pixSetInputFormat(pix, IFF_BMP); + pixWpl = pixGetWpl(pix); + pixBpl = 4 * pixWpl; + + /* Convert the bmp colormap to a pixcmap */ + cmap = NULL; + if (cmapEntries > 0) { /* import the colormap to the pix cmap */ + cmap = pixcmapCreate(L_MIN(d, 8)); + LEPT_FREE(cmap->array); /* remove generated cmap array */ + cmap->array = (void *)cmapBuf; /* and replace */ + cmap->n = L_MIN(cmapEntries, 256); + for (i = 0; i < cmap->n; i++) /* set all colors opaque */ + pixcmapSetAlpha (cmap, i, 255); + } + pixSetColormap(pix, cmap); + + /* Acquire the image data. Image origin for bmp is at lower right. */ + fdata = (l_uint8 *)cdata + offset; /* start of the bmp image data */ + pixdata = pixGetData(pix); + if (depth != 24) { /* typ. 1 or 8 bpp */ + data = (l_uint8 *)pixdata + pixBpl * (height - 1); + for (i = 0; i < height; i++) { + memcpy(data, fdata, fdatabpl); + fdata += fdatabpl; + data -= pixBpl; + } + } else { /* 24 bpp file; 32 bpp pix + * Note: for bmp files, pel[0] is blue, pel[1] is green, + * and pel[2] is red. This is opposite to the storage + * in the pix, which puts the red pixel in the 0 byte, + * the green in the 1 byte and the blue in the 2 byte. + * Note also that all words are endian flipped after + * assignment on L_LITTLE_ENDIAN platforms. + * + * We can then make these assignments for little endians: + * SET_DATA_BYTE(pword, 1, pel[0]); blue + * SET_DATA_BYTE(pword, 2, pel[1]); green + * SET_DATA_BYTE(pword, 3, pel[2]); red + * This looks like: + * 3 (R) 2 (G) 1 (B) 0 + * |-----------|------------|-----------|-----------| + * and after byte flipping: + * 3 2 (B) 1 (G) 0 (R) + * |-----------|------------|-----------|-----------| + * + * For big endians we set: + * SET_DATA_BYTE(pword, 2, pel[0]); blue + * SET_DATA_BYTE(pword, 1, pel[1]); green + * SET_DATA_BYTE(pword, 0, pel[2]); red + * This looks like: + * 0 (R) 1 (G) 2 (B) 3 + * |-----------|------------|-----------|-----------| + * so in both cases we get the correct assignment in the PIX. + * + * Can we do a platform-independent assignment? + * Yes, set the bytes without using macros: + * *((l_uint8 *)pword) = pel[2]; red + * *((l_uint8 *)pword + 1) = pel[1]; green + * *((l_uint8 *)pword + 2) = pel[0]; blue + * For little endians, before flipping, this looks again like: + * 3 (R) 2 (G) 1 (B) 0 + * |-----------|------------|-----------|-----------| + */ + extrabytes = fdatabpl - 3 * width; + line = pixdata + pixWpl * (height - 1); + for (i = 0; i < height; i++) { + for (j = 0; j < width; j++) { + pword = line + j; + memcpy(&pel, fdata, 3); + fdata += 3; + *((l_uint8 *)pword + COLOR_RED) = pel[2]; + *((l_uint8 *)pword + COLOR_GREEN) = pel[1]; + *((l_uint8 *)pword + COLOR_BLUE) = pel[0]; + /* should not use alpha byte, but for buggy readers, + * set it to opaque */ + *((l_uint8 *)pword + L_ALPHA_CHANNEL) = 255; + } + if (extrabytes) { + for (k = 0; k < extrabytes; k++) { + memcpy(&pel, fdata, 1); + fdata++; + } + } + line -= pixWpl; + } + } + + pixEndianByteSwap(pix); + if (height_neg) + pixFlipTB(pix, pix); + + /* ---------------------------------------------- + * The bmp colormap determines the values of black + * and white pixels for binary in the following way: + * (a) white = 0 [255], black = 1 [0] + * 255, 255, 255, 255, 0, 0, 0, 255 + * (b) black = 0 [0], white = 1 [255] + * 0, 0, 0, 255, 255, 255, 255, 255 + * We have no need for a 1 bpp pix with a colormap! + * Note: the alpha component here is 255 (opaque) + * ---------------------------------------------- */ + if (depth == 1 && cmap) { + pix1 = pixRemoveColormap(pix, REMOVE_CMAP_TO_BINARY); + pixDestroy(&pix); + pix = pix1; /* rename */ + } + + return pix; +} + + +/*--------------------------------------------------------------* + * Write bmp * + *--------------------------------------------------------------*/ +/*! + * \brief pixWriteStreamBmp() + * + * \param[in] fp file stream + * \param[in] pix all depths + * \return 0 if OK, 1 on error + */ +l_ok +pixWriteStreamBmp(FILE *fp, + PIX *pix) +{ +l_uint8 *data; +size_t size, nbytes; + + PROCNAME("pixWriteStreamBmp"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + + pixWriteMemBmp(&data, &size, pix); + rewind(fp); + nbytes = fwrite(data, 1, size, fp); + free(data); + if (nbytes != size) + return ERROR_INT("Write error", procName, 1); + return 0; +} + + +/*! + * \brief pixWriteMemBmp() + * + * \param[out] pfdata data of bmp formatted image + * \param[out] pfsize size of returned data + * \param[in] pixs 1, 2, 4, 8, 16, 32 bpp + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) 2 bpp bmp files are not valid in the spec, and are
+ *          written as 8 bpp.
+ *      (2) pix with depth <= 8 bpp are written with a colormap.
+ *          16 bpp gray and 32 bpp rgb pix are written without a colormap.
+ *      (3) The transparency component in an rgb pix is ignored.
+ *          All 32 bpp pix have the bmp alpha component set to 255 (opaque).
+ *      (4) The bmp colormap entries, RGBA_QUAD, are the same as
+ *          the ones used for colormaps in leptonica.  This allows
+ *          a simple memcpy for bmp output.
+ *
+ */ +l_ok +pixWriteMemBmp(l_uint8 **pfdata, + size_t *pfsize, + PIX *pixs) +{ +l_uint8 pel[4]; +l_uint8 *cta = NULL; /* address of the bmp color table array */ +l_uint8 *fdata, *data, *fmdata; +l_int32 cmaplen; /* number of bytes in the bmp colormap */ +l_int32 ncolors, val, stepsize; +l_int32 w, h, d, fdepth, xres, yres; +l_int32 pixWpl, pixBpl, extrabytes, fBpl, fWpl, i, j, k; +l_int32 heapcm; /* extra copy of cta on the heap ? 1 : 0 */ +l_uint32 offbytes, fimagebytes; +l_uint32 *line, *pword; +size_t fsize; +BMP_FH *bmpfh; +#if defined(__GNUC__) +BMP_HEADER *bmph; +#define bmpih (&bmph->bmpih) +#else +BMP_IH *bmpih; +#endif +PIX *pix; +PIXCMAP *cmap; +RGBA_QUAD *pquad; + + PROCNAME("pixWriteMemBmp"); + + if (pfdata) *pfdata = NULL; + if (pfsize) *pfsize = 0; + if (!pfdata) + return ERROR_INT("&fdata not defined", procName, 1 ); + if (!pfsize) + return ERROR_INT("&fsize not defined", procName, 1 ); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + pixGetDimensions(pixs, &w, &h, &d); + if (d == 2) { + L_WARNING("2 bpp files can't be read; converting to 8 bpp\n", procName); + pix = pixConvert2To8(pixs, 0, 85, 170, 255, 1); + d = 8; + } else { + pix = pixCopy(NULL, pixs); + } + fdepth = (d == 32) ? 24 : d; + + /* Resolution is given in pixels/meter */ + xres = (l_int32)(39.37 * (l_float32)pixGetXRes(pix) + 0.5); + yres = (l_int32)(39.37 * (l_float32)pixGetYRes(pix) + 0.5); + + pixWpl = pixGetWpl(pix); + pixBpl = 4 * pixWpl; + fWpl = (w * fdepth + 31) / 32; + fBpl = 4 * fWpl; + fimagebytes = h * fBpl; + if (fimagebytes > 4LL * L_MAX_ALLOWED_PIXELS) { + pixDestroy(&pix); + return ERROR_INT("image data is too large", procName, 1); + } + + /* If not rgb or 16 bpp, the bmp data is required to have a colormap */ + heapcm = 0; + if (d == 32 || d == 16) { /* 24 bpp rgb or 16 bpp: no colormap */ + ncolors = 0; + cmaplen = 0; + } else if ((cmap = pixGetColormap(pix))) { /* existing colormap */ + ncolors = pixcmapGetCount(cmap); + cmaplen = ncolors * sizeof(RGBA_QUAD); + cta = (l_uint8 *)cmap->array; + } else { /* no existing colormap; d <= 8; make a binary or gray one */ + if (d == 1) { + cmaplen = sizeof(bwmap); + ncolors = 2; + cta = (l_uint8 *)bwmap; + } else { /* d = 2,4,8; use a grayscale output colormap */ + ncolors = 1 << fdepth; + cmaplen = ncolors * sizeof(RGBA_QUAD); + heapcm = 1; + cta = (l_uint8 *)LEPT_CALLOC(cmaplen, 1); + stepsize = 255 / (ncolors - 1); + for (i = 0, val = 0, pquad = (RGBA_QUAD *)cta; + i < ncolors; + i++, val += stepsize, pquad++) { + pquad->blue = pquad->green = pquad->red = val; + pquad->alpha = 255; /* opaque */ + } + } + } + +#if DEBUG + {l_uint8 *pcmptr; + pcmptr = (l_uint8 *)pixGetColormap(pix)->array; + fprintf(stderr, "Pix colormap[0] = %c%c%c%d\n", + pcmptr[0], pcmptr[1], pcmptr[2], pcmptr[3]); + fprintf(stderr, "Pix colormap[1] = %c%c%c%d\n", + pcmptr[4], pcmptr[5], pcmptr[6], pcmptr[7]); + } +#endif /* DEBUG */ + + offbytes = BMP_FHBYTES + BMP_IHBYTES + cmaplen; + fsize = offbytes + fimagebytes; + fdata = (l_uint8 *)LEPT_CALLOC(fsize, 1); + *pfdata = fdata; + *pfsize = fsize; + + /* Write little-endian file header data */ + bmpfh = (BMP_FH *)fdata; + bmpfh->bfType[0] = (l_uint8)(BMP_ID >> 0); + bmpfh->bfType[1] = (l_uint8)(BMP_ID >> 8); + bmpfh->bfSize[0] = (l_uint8)(fsize >> 0); + bmpfh->bfSize[1] = (l_uint8)(fsize >> 8); + bmpfh->bfSize[2] = (l_uint8)(fsize >> 16); + bmpfh->bfSize[3] = (l_uint8)(fsize >> 24); + bmpfh->bfOffBits[0] = (l_uint8)(offbytes >> 0); + bmpfh->bfOffBits[1] = (l_uint8)(offbytes >> 8); + bmpfh->bfOffBits[2] = (l_uint8)(offbytes >> 16); + bmpfh->bfOffBits[3] = (l_uint8)(offbytes >> 24); + + /* Convert to little-endian and write the info header data */ +#if defined(__GNUC__) + bmph = (BMP_HEADER *)bmpfh; +#else + bmpih = (BMP_IH *)(fdata + BMP_FHBYTES); +#endif + bmpih->biSize = convertOnBigEnd32(BMP_IHBYTES); + bmpih->biWidth = convertOnBigEnd32(w); + bmpih->biHeight = convertOnBigEnd32(h); + bmpih->biPlanes = convertOnBigEnd16(1); + bmpih->biBitCount = convertOnBigEnd16(fdepth); + bmpih->biSizeImage = convertOnBigEnd32(fimagebytes); + bmpih->biXPelsPerMeter = convertOnBigEnd32(xres); + bmpih->biYPelsPerMeter = convertOnBigEnd32(yres); + bmpih->biClrUsed = convertOnBigEnd32(ncolors); + bmpih->biClrImportant = convertOnBigEnd32(ncolors); + + /* Copy the colormap data and free the cta if necessary */ + if (ncolors > 0) { + memcpy(fdata + BMP_FHBYTES + BMP_IHBYTES, cta, cmaplen); + if (heapcm) LEPT_FREE(cta); + } + + /* When you write a binary image with a colormap + * that sets BLACK to 0, you must invert the data */ + if (fdepth == 1 && cmap && ((l_uint8 *)(cmap->array))[0] == 0x0) { + pixInvert(pix, pix); + } + + /* An endian byte swap is also required */ + pixEndianByteSwap(pix); + + /* Transfer the image data. Image origin for bmp is at lower right. */ + fmdata = fdata + offbytes; + if (fdepth != 24) { /* typ 1 or 8 bpp */ + data = (l_uint8 *)pixGetData(pix) + pixBpl * (h - 1); + for (i = 0; i < h; i++) { + memcpy(fmdata, data, fBpl); + data -= pixBpl; + fmdata += fBpl; + } + } else { /* 32 bpp pix; 24 bpp file + * See the comments in pixReadStreamBmp() to + * understand the logic behind the pixel ordering below. + * Note that we have again done an endian swap on + * little endian machines before arriving here, so that + * the bytes are ordered on both platforms as: + Red Green Blue -- + |-----------|------------|-----------|-----------| + */ + extrabytes = fBpl - 3 * w; + line = pixGetData(pix) + pixWpl * (h - 1); + for (i = 0; i < h; i++) { + for (j = 0; j < w; j++) { + pword = line + j; + pel[2] = *((l_uint8 *)pword + COLOR_RED); + pel[1] = *((l_uint8 *)pword + COLOR_GREEN); + pel[0] = *((l_uint8 *)pword + COLOR_BLUE); + memcpy(fmdata, &pel, 3); + fmdata += 3; + } + if (extrabytes) { + for (k = 0; k < extrabytes; k++) { + memcpy(fmdata, &pel, 1); + fmdata++; + } + } + line -= pixWpl; + } + } + + pixDestroy(&pix); + return 0; +} + +/* --------------------------------------------*/ +#endif /* USE_BMPIO */ diff --git a/3rdparty/hgOCR/leptonica/bmpiostub.c b/3rdparty/hgOCR/leptonica/bmpiostub.c new file mode 100644 index 00000000..9a9584ce --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bmpiostub.c @@ -0,0 +1,68 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bmpiostub.c + * 
+ *
+ *      Stubs for bmpio.c functions
+ *
+ */ + +#include "allheaders.h" + +/* --------------------------------------------*/ +#if !USE_BMPIO /* defined in environ.h */ +/* --------------------------------------------*/ + +PIX * pixReadStreamBmp(FILE *fp) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadStreamBmp", NULL); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteStreamBmp(FILE *fp, PIX *pix) +{ + return ERROR_INT("function not present", "pixWriteStreamBmp", 1); +} + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadMemBmp(const l_uint8 *cdata, size_t size) +{ + return (PIX *)ERROR_PTR("function not present", "pixReadMemBmp", NULL); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteMemBmp(l_uint8 **pdata, size_t *psize, PIX *pix) +{ + return ERROR_INT("function not present", "pixWriteMemBmp", 1); +} + +/* --------------------------------------------*/ +#endif /* !USE_BMPIO */ diff --git a/3rdparty/hgOCR/leptonica/bootnumgen1.c b/3rdparty/hgOCR/leptonica/bootnumgen1.c new file mode 100644 index 00000000..f722645d --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bootnumgen1.c @@ -0,0 +1,304 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bootnumgen1.c + * 
+ *
+ *   Function for generating prog/recog/digits/bootnum1.pa from an
+ *   encoded, gzipped and serialized string.
+ *
+ *   This was generated using the stringcode utility, slightly edited,
+ *   and then merged into a single file.
+ *
+ *   The code and encoded strings were made using the stringcode utility:
+ *
+ *       L_STRCODE  *strc;
+ *       strc = strcodeCreate(101);   // arbitrary integer
+ *       strcodeGenerate(strc, "recog/digits/bootnum1.pa", "PIXA");
+ *       strcodeFinalize(&strc, ".");
+ *
+ *   The two output files, autogen.101.c and autogen.101.h, were
+ *   then slightly edited and merged into this file.
+ *
+ *   Call this way:
+ *       PIXA  *pixa = l_bootnum_gen1();   (C)
+ *       Pixa  *pixa = l_bootnum_gen1();   (C++)
+ *
+ */ + +#include +#include "allheaders.h" + +/*---------------------------------------------------------------------*/ +/* Serialized string */ +/*---------------------------------------------------------------------*/ +static const char *l_bootnum1 = + "eJy9nAdUU1kbrs8hkFACCQgYakKTiIChgyAJvdgAG44tVFERQRFR0SSU0AWsgChE0MGxgV1s" + "CaGpIOBYQFEJomNBDaIYNJAbymHmTvz/deJd/3URyTorS98ne+/ve/e3i2LA2sQQwpKITZvX" + "bowhWCvO37IhNGITYWMkIXZtImE2wcraRlHRfeN/+EzoxsSIzeJPkRRHP76ctHIWIXHT+BNz" + "wraJd4qZAfN9lBW1FQEAUPbz9QwS/8aKXzhQ/Bfw9CmFJf6lEOu7bDMA/TkcOs169GG8V3C8" + "x8YNGyJi4gHS2YEbf4gfOvp5ui2SLwoTiEp5GDIXk8DEpGvpu4YnCug8EnYnNQp5FEX9Auox" + "1F3CHeUXJeXzEDa+n/DbAO0HRjh7wNV49D/w85rvecadmjwm2wq2bKVJ2bL7Z92EJduq40uu" + "i/ihCST7G52XIsNFyDGRxl+AHFcCCxWsipDXo1IThQCw/PTUz6tXbNOR0GgNW6Oy+DV1TKPg" + "mcAclkZrt+Eupvjh7AmNjlROLCWZxUhh5IKpHVq4Qk6GXs5HG5LwJVVgxOFzk3k+ctx0PBqz" + "gKQbQ42i0kEVggxwWU155/GZHs8ltNvA1q4y+f32XO//Dku7jf33vtHe5AZ9vwu5fAqTxUhn" + 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"2Em5JjodcfMnYNJ5Ae3J1rvlNvUmLDDI4W+YOB91j6M8dmDHQNcxKPmY7/QEQ72O+wfcFfSd" + "sI+0ctvvKul04LuNdLpkQLRNGdWY69Gaax768MqUrTMqFGMEDz5mVJgce3Aye772jqRSAWpE" + "1/Ct4T2dGM+v7msIJX0Pc28o7mJZ7QDtmgP/lE3N9JcktpbONWhNhietm8qXYBFD84GJsxUR" + "90avgFCXbcOr35e3JFzJSEtZlhRbLTu1XXlXkWHvjjUFDa/jWvRMP57pOZKpBp5eiCDqGYlN" + "OIq0R+GC3IM8iz/2IYJBzO3ec8te2RoXtLkZfSi4+77Uc598TW5SZuNqrFdA5fKWq5J3r1hZ" + "S+cstCeDUrxenQ4sVMh3r4f2st8Y3ZLsxZtDjJqLY2iUUA7PpZ53UDQKCMIeOVhX2vB6Rivj" + "nWVbqJ8MqLVEJd6neKZxvvY7htofZX3bjfojvsrOz2cv+k3e3uOeXwnRCv8yPQavvfCqVfHJ" + "0nbSQMFq/qPDd+TMh/zrtxevkby70cpaOruiM9mZA1KS6LB4/7UDcfSsdR0B7c1LJxLP1+bG" + "rVxy21i13CrLJ9aPQbi1vze+xTT/Q+Pn8FNMOsbmEFHF6M3TbBFLY6ZbDErvWcI5KyJmYOQ1" + "jvipOnR1+/zAqSjZt8d/u77rjWELlRhwbXvuPHDQ1+Ia0DfkTV9Xvvr/OvH0fwCqtDFT"; + +/*---------------------------------------------------------------------*/ +/* Auto-generated deserializer */ +/*---------------------------------------------------------------------*/ +/*! + * \brief l_bootnum_gen1() + * + * \return pixa of labeled digits + * + * 
+ * Call this way:
+ *      PIXA  *pixa = l_bootnum_gen1();   (C)
+ *      Pixa  *pixa = l_bootnum_gen1();   (C++)
+ *
+ */ +PIXA * +l_bootnum_gen1(void) +{ +l_uint8 *data1, *data2; +l_int32 size1; +size_t size2; +PIXA *pixa; + + /* Unencode selected string, write to file, and read it */ + data1 = decodeBase64(l_bootnum1, strlen(l_bootnum1), &size1); + data2 = zlibUncompress(data1, size1, &size2); + pixa = pixaReadMem(data2, size2); + lept_free(data1); + lept_free(data2); + return pixa; +} diff --git a/3rdparty/hgOCR/leptonica/bootnumgen2.c b/3rdparty/hgOCR/leptonica/bootnumgen2.c new file mode 100644 index 00000000..c8032ec0 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bootnumgen2.c @@ -0,0 +1,287 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bootnumgen2.c + * 
+ *
+ *   Function for generating prog/recog/digits/bootnum2.pa from an
+ *   encoded, gzipped and serialized string.
+ *
+ *   This was generated using the stringcode utility, slightly edited,
+ *   and then merged into a single file.
+ *
+ *   The code and encoded strings were made using the stringcode utility:
+ *
+ *       L_STRCODE  *strc;
+ *       strc = strcodeCreate(102);   // arbitrary integer
+ *       strcodeGenerate(strc, "recog/digits/bootnum2.pa", "PIXA");
+ *       strcodeFinalize(&strc, ".");
+ *
+ *   The two output files, autogen.102.c and autogen.102.h, were
+ *   then slightly edited and merged into this file.
+ *
+ *   Call this way:
+ *       PIXA  *pixa = l_bootnum_gen2();   (C)
+ *       Pixa  *pixa = l_bootnum_gen2();   (C++)
+ *
+ */ + +#include +#include "allheaders.h" + +/*---------------------------------------------------------------------*/ +/* Serialized string */ +/*---------------------------------------------------------------------*/ +static const char *l_bootnum2 = + "eJy1nAlUUun//y9eBNOrF3dUBFxKsw00t1xA0dRWc6xsR22x3XanTEANtExtmdJqUlu+U00z" + "ZautglczS1NbZqysRMvMagbTihS5f1DxO+d3+58Dzvl20jgcq/eL+zyf9+f5PJ/nMYxcnhRL" + "n7Vk/Ybla9fQ3Q2nbVodt2Q9fe1SeuLyJHoAnenuaWgYvPb/8zNxa5OWbFD9FMNQ/ePzGAsm" + "0JPW978zmv7jwCvDzMhpYcaGtoYAABhHhIdEqf9UfZFxqm/AsF2Tvqn/SAyfswHQ/Po5boS7" + "+s2NoTEbOWtXr16yZiPg+So/YrjqzYCIkKBog/x4uYNEJsClU8MZ/kpJIiXLlscYH82gnAeG" + "KaVcORwCQaiduA3YX1yaFrQwVSDRO/GpAwbcnlI6fgVdDNT/S0TotJDfg7mpfdqZWms3V33R" + "+7Q3VKTE6aR9lkY7Ok4gRXLwQiJEh9KzIqtRvvQbSoT+rpeZLz3vJqyEzchHeUAzzRBCUUZh" + "Uw+70aT8Q3gemqMHsiI/JhcueMvy5yYlyXAI/IUILPcLXHf3+YdMDJS71lDq1/Z9UDcOiT10" + "ggruh1pyp8iYz7BgS64Gze4+7EAKn9gerzfL1dBIEm06d9U+80o7iwlpobMiSr/M8fI9cfcJ" + 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"3DayuuyP9ogz4HRllaCOxuiOJQbz2oEr6+xNfB59xB7kZ+pwQ9i/CEia6yJ8FGnqgJRqQ6YU" + "ygGwUwRCClqRvANH+JH+kicHEHQpfamoiUevzhHzcmXw4tGwhMduoJ66olqAft7BmHWSCGLv" + "L2fqcCvYEHbzNBBsjanFImIxXQIQjCN9CopVacQ6MK13g/p2grd2ZOVXsNgfj15cq75u67Mx" + "xCqUg1aQGdpTigPCERez2i3vg74DoJsrD3EqhGqmgvoEnvqQewx/eOTOk1W7y/wTTxDiwaR5" + "Zi3Ws0ZwTNc5uO/YCXnyjpsvULJthpc+WEsuSLH77dVpXmw3MN3SbXYy1wX5J8X/A4d2+ho="; + + +/*---------------------------------------------------------------------*/ +/* Auto-generated deserializer */ +/*---------------------------------------------------------------------*/ +/*! + * \brief l_bootnum_gen2() + * + * \return pixa of labeled digits + * + * 
+ * Call this way:
+ *      PIXA  *pixa = l_bootnum_gen2();   (C)
+ *      Pixa  *pixa = l_bootnum_gen2();   (C++)
+ *
+ */ +PIXA * +l_bootnum_gen2(void) +{ +l_uint8 *data1, *data2; +l_int32 size1; +size_t size2; +PIXA *pixa; + + /* Unencode selected string, write to file, and read it */ + data1 = decodeBase64(l_bootnum2, strlen(l_bootnum2), &size1); + data2 = zlibUncompress(data1, size1, &size2); + pixa = pixaReadMem(data2, size2); + lept_free(data1); + lept_free(data2); + return pixa; +} diff --git a/3rdparty/hgOCR/leptonica/bootnumgen3.c b/3rdparty/hgOCR/leptonica/bootnumgen3.c new file mode 100644 index 00000000..a77f7915 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bootnumgen3.c @@ -0,0 +1,364 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/* + * \file bootnumgen3.c + * 
+ *
+ *   Function for generating prog/recog/digits/bootnum3.pa from an
+ *   encoded, gzipped and serialized string.
+ *
+ *   This was generated using the stringcode utility, slightly edited,
+ *   and then merged into a single file.
+ *
+ *   The code and encoded strings were made using the stringcode utility:
+ *
+ *       L_STRCODE  *strc;
+ *       strc = strcodeCreate(103);   // arbitrary integer
+ *       strcodeGenerate(strc, "recog/digits/bootnum3.pa", "PIXA");
+ *       strcodeFinalize(&strc, ".");
+ *
+ *   The two output files, autogen.103.c and autogen.103.h, were
+ *   then slightly edited and merged into this file.
+ *
+ *   Call this way:
+ *       PIXA  *pixa = l_bootnum_gen3();   (C)
+ *       Pixa  *pixa = l_bootnum_gen3();   (C++)
+ *
+ */ + +#include +#include "allheaders.h" + +/*---------------------------------------------------------------------*/ +/* Serialized string */ +/*---------------------------------------------------------------------*/ +static const char *l_strdata_0 = + "eJy9nXk01P37/2cMM4NhZqxjnbGPsoxdhRn7WpGSiowlqSSyJmXGTgiplJSt0o42oYx9iUIq" + "FWXQolRoG4X5jmXcy/id07v7fH5/uO/7zHHu8354vd7X83ldr+t1DZ/jjghPnMu2vcE79gTg" + "tPnWhO722rYXt8cXF7gjAmeM09I15OMz2/P/+B2vPRHbglm/ReCb/fUtBPeVuIi9c5/oEAhq" + "uH2L/82X7LjGWoBPkg8EAgnY2lisY/1bkvWjBGb9AxQi0yDF+hdvoM2mYBBIQ2H2Bxxxlhg2" + "+2GIpWuI+Z7du7cFhIAMC/B6OawPt9lamK6Hn9jwoIOXQkDwDGw0ingk4Ha2/3LQdYOUAS5Z" + "YxGv02fz5aJWDCfS1qpIm5orBfgM1tlJ5/DKJ9sEFPIZ1GJDn9p0P7//NT7Pr1focR9flrM0" + "xhETaaEun/ALNuT3aFfACeQE2mql12jY+9lHtLVcY3HVjBwzx6kFiBPD+lGY4zxX9mPVb3ES" + "rn25e5H14Xo2Z5kAi9Oi67pbsQ/VRiK+Q15B7D4+lWRryUCdFLm2ojX8yZWr9pbnxWT87M5k" + "IJ+JiLrDd9fImOwQVtjvRFz/Scfnq9SWB75mntGi0UboD8srdnaYenBgaQNePsU5rBpT8Xu/" + 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"pu8Gx+dgu+UNL+EMTKNa9fd+vr+y+p5EFaWh2nwgu/OLwNh3lfJVNj+EJgPwzNxHUmVtyztl" + "NT8scWoEcOjof6hobVqsgk/B6rEJWJJr7Ri1NoaVFnHPpUXWMQXjSJj5FyLKl+w3g6z96Ngu" + "2CxA7hM8K+cPXY/oicb4PTDFmTjKgW9BfMThTPDzX0i/X8xmIuhavt7gzdTSf7xa/wfeUnmO"; + + +/*---------------------------------------------------------------------*/ +/* Auto-generated deserializer */ +/*---------------------------------------------------------------------*/ +/*! + * \brief l_bootnum_gen3() + * + * \return pixa of labeled digits + * + * 
+ * Call this way:
+ *      PIXA  *pixa = l_bootnum_gen3();   (C)
+ *      Pixa  *pixa = l_bootnum_gen3();   (C++)
+ *
+ */ +PIXA * +l_bootnum_gen3(void) +{ +l_uint8 *data1, *data2; +l_int32 size1; +size_t size2; +PIXA *pixa; + + /* Unencode selected string, uncompress it, and read it */ + data1 = decodeBase64(l_strdata_0, strlen(l_strdata_0), &size1); + data2 = zlibUncompress(data1, size1, &size2); + pixa = pixaReadMem(data2, size2); + lept_free(data1); + lept_free(data2); + return pixa; +} + diff --git a/3rdparty/hgOCR/leptonica/bootnumgen4.c b/3rdparty/hgOCR/leptonica/bootnumgen4.c new file mode 100644 index 00000000..cd421666 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bootnumgen4.c @@ -0,0 +1,819 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bootnumgen4.c + * 
+ *
+ *   Function for re-generating prog/recog/digits/bootnum4.pa from an
+ *   encoded, gzipped and serialized string.
+ *
+ *   Call this way:
+ *       PIXA  *pixa = l_bootnum_gen4(nsamp);
+ *   where nsamp is the number of digit templates requested for each
+ *   of the 10 digits.  nsamp can be anything from 1 to 100.
+
+ *   This file was generated using the stringcode utility, in recog_bootnum3.c,
+ *   slightly edited, and then merged into a single file.  That program
+ *   generated a pixa of 100 mosaic'd samples of each digit,
+ *   which was copied to recog/digits/bootnum4.pa.
+ *
+ *       L_STRCODE  *strc;
+ *       strc = strcodeCreate(212);   // arbitrary integer
+ *       strcodeGenerate(strc, "recog/digits/bootnum4.pa", "PIXA");
+ *       strcodeFinalize(&strc, ".");
+ *
+ *   The two output files, autogen.212.c and autogen.212.h, were
+ *   then slightly edited and merged into this file, and the code
+ *   to generate the pixa of sample templates was added.
+ *
+ *
+ */ + +#include +#include "allheaders.h" + +/*---------------------------------------------------------------------*/ +/* Serialized string */ +/*---------------------------------------------------------------------*/ +static const char *l_bootnum4 = + "eJy8uFVQHUzQrou7u7OAhbu7LNzdJbi7uy3cPbi7S/AgwSG4BAvuENyd8+39n3O169zuuemu" + "qa6prpmamfd5kVRtfUwB2pZu7rbOTgAOJGVPRzNLN4CzFcDF1gcgDGBnQ0ISd/7/KTFz9rF0" + "/6+IDel/VRuwGQkAfNz+Z4YJ4Pv/ZkgxqsoyqEhESBAQEKhyspLq/8VxCAhIJsj/EoiG0AHs" + "/wKii6yeO8T/N/LNaDj+C+geUroeEs6OjpZOHhBO/7sZtkc89o7/1mGRkwRp6kbUZzc7HUhj" + "ReZW7BaY7JBZY6MsBYWj4qJIbuY+b4nN8BBEA21C0NDmIjI3Sw2xUXBecXPmoA2R0RLhsR2+" + "grn5iWzbOogNxV3uUelb/jXW9PstZY3UZN2eKJCI53ncey3fbKvB4mY8MGjjbbtK/cJ/yBrj" + "YQjWYfinWa3YqbCtRqSrdzhayuHZOXDMhj+a8MTwJLrpnHBWYV9OvLMRpTHvBchG54Wvf/UN" + "zmhbHDhiIZnsy07U9txvfpbmBvqt47cl45WdjUpQRiTPRASu3dWdVUioVXtthUz9bKmFQhM/" + "s9XgisnSy0ADehGR13qt62Jp0WEZJwD4sMH294x74Se25iIy6Q0RnRFV+GZbqU7UPlCkotQX" + "ZbEK6sZCfwUlWcsUndfry4D0rDFBFM/mH7Hn8o2jgWuHi0HUuvbILf3Ah1bGuwiTiHyixkkR" + "8zI7Erfhe5O24UpxYK5fNwuHNEsUWuK2rfA3g9FWm3830Z37gvovmMjr8bTQERsGF04qBhe4" + "uOK9IC1au+NvhI0LkEDVgku8f301WnoM83RVvtEiuRmhVrXiaO7KCTNw4YXV7uNbkjqj20Uu" + "uNyJfCFs+C4KxsNMn1a4P8KDhzezkEXSM/I1A3x2sG04979sfL8XsDanLrTuJz21E46qnwZ1" + "73lfOibw9jYrdQriTrPtKhEnkzgjcSiOlaDvdp8UAB4r8tv5xwe8Ys8uhb77nrhqd9wtL8cA" + "gmUfD+fcBqr/zQQPg8Z3MG36Uxd+xoS/7GMPkONLIdgeG+1uysOliu2lF4Tv5L5TyaE8MMGs" + "dHLeiBPZfTCzs0omGktVIN+68fbEfjL5eip1GwR05c7it9DqbeOUwejpjG0W6ERZFHXit9TR" + "rSQowN1iRfxrUbCfvnUVRAIpysWiWeO1nZm4RY1zT8H+9Yk2RigJxCDNgueGURtPWe9a8VW4" + "AEJtEpNeXrahOWn7SvT6HnRk+Cn5Mgi3AJ6KxQ4raKR6rSr2aLX9gw26oayLcUb+2rjEcqq9" + "X7GnVIfMZAMc0Fgk+ny+7SvgeqSXuUUeMg9xJ37BvwwNH4g2Vrlrulc4Jlvva/A+H3X49Ptf" + "wAm1kYmbGvzhr0PE7vPukNkXLJNOlLip6nZpJSUGRb1CQK3xzgWt1foNI/3IQ+Hj7ANJnREl" + "01J0wrvtKsLxVzls4NzyH+xLI3iEEKRWiStDo+FZv43/uPWlji1UM7zlz88AHV6l+FIcGpQY" + "yz7iSgZzT/S7TD/nWOBb/MDyLXRIhQqZJZQT7KVBZQHudrOnYe3qpwmx2vemtLGIx4qjppbM" + 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"mn/BeBL/t2X8B2rxLZ8="; + +/*---------------------------------------------------------------------*/ +/* Deserializer with added processing */ +/*---------------------------------------------------------------------*/ +/*! + * \brief l_bootnum_gen4() + * + * \param[in] nsamp number of samples to retain for each digit + * \return pixa of labeled digits + * + * 
+ * Notes:
+ *      (1) The encoded string and the code to generate pixa1 was
+ *          automatically generated.
+ *      (2) pixa1 is further processed to make the pixa of labelled digits.
+ *
+ */ +PIXA * +l_bootnum_gen4(l_int32 nsamp) +{ +l_uint8 *data1, *data2; +l_int32 size1; +size_t size2; +PIXA *pixa1, *pixa2; + + PROCNAME("l_bootnum_gen4"); + + if (nsamp <= 0) + return (PIXA *)ERROR_PTR("invalid nsamp\n", procName, NULL); + + /* Unencode selected string, write to file, and read it */ + data1 = decodeBase64(l_bootnum4, strlen(l_bootnum4), &size1); + data2 = zlibUncompress(data1, size1, &size2); + pixa1 = pixaReadMem(data2, size2); + lept_free(data1); + lept_free(data2); + + /* pixa1 has 10 images of mosaic'd digits. Each of these images + * must be extracted into a pixa of templates, where each template + * is labeled with the digit value, and then selectively + * concatenated into an output pixa. */ + pixa2 = pixaMakeFromTiledPixa(pixa1, 20, 30, nsamp); + pixaDestroy(&pixa1); + return pixa2; +} diff --git a/3rdparty/hgOCR/leptonica/boxbasic.c b/3rdparty/hgOCR/leptonica/boxbasic.c new file mode 100644 index 00000000..d51bd3d5 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/boxbasic.c @@ -0,0 +1,2352 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file boxbasic.c + * 
+ *
+ *   Basic 'class' functions for box, boxa and boxaa,
+ *   including accessors and serialization.
+ *
+ *      Box creation, copy, clone, destruction
+ *           BOX      *boxCreate()
+ *           BOX      *boxCreateValid()
+ *           BOX      *boxCopy()
+ *           BOX      *boxClone()
+ *           void      boxDestroy()
+ *
+ *      Box accessors
+ *           l_int32   boxGetGeometry()
+ *           l_int32   boxSetGeometry()
+ *           l_int32   boxGetSideLocations()
+ *           l_int32   boxSetSideLocations()
+ *           l_int32   boxGetRefcount()
+ *           l_int32   boxChangeRefcount()
+ *           l_int32   boxIsValid()
+ *
+ *      Boxa creation, copy, destruction
+ *           BOXA     *boxaCreate()
+ *           BOXA     *boxaCopy()
+ *           void      boxaDestroy()
+ *
+ *      Boxa array extension
+ *           l_int32   boxaAddBox()
+ *           l_int32   boxaExtendArray()
+ *           l_int32   boxaExtendArrayToSize()
+ *
+ *      Boxa accessors
+ *           l_int32   boxaGetCount()
+ *           l_int32   boxaGetValidCount()
+ *           BOX      *boxaGetBox()
+ *           BOX      *boxaGetValidBox()
+ *           NUMA     *boxaFindInvalidBoxes()
+ *           l_int32   boxaGetBoxGeometry()
+ *           l_int32   boxaIsFull()
+ *
+ *      Boxa array modifiers
+ *           l_int32   boxaReplaceBox()
+ *           l_int32   boxaInsertBox()
+ *           l_int32   boxaRemoveBox()
+ *           l_int32   boxaRemoveBoxAndSave()
+ *           BOXA     *boxaSaveValid()
+ *           l_int32   boxaInitFull()
+ *           l_int32   boxaClear()
+ *
+ *      Boxaa creation, copy, destruction
+ *           BOXAA    *boxaaCreate()
+ *           BOXAA    *boxaaCopy()
+ *           void      boxaaDestroy()
+ *
+ *      Boxaa array extension
+ *           l_int32   boxaaAddBoxa()
+ *           l_int32   boxaaExtendArray()
+ *           l_int32   boxaaExtendArrayToSize()
+ *
+ *      Boxaa accessors
+ *           l_int32   boxaaGetCount()
+ *           l_int32   boxaaGetBoxCount()
+ *           BOXA     *boxaaGetBoxa()
+ *           BOX      *boxaaGetBox()
+ *
+ *      Boxaa array modifiers
+ *           l_int32   boxaaInitFull()
+ *           l_int32   boxaaExtendWithInit()
+ *           l_int32   boxaaReplaceBoxa()
+ *           l_int32   boxaaInsertBoxa()
+ *           l_int32   boxaaRemoveBoxa()
+ *           l_int32   boxaaAddBox()
+ *
+ *      Boxaa serialized I/O
+ *           BOXAA    *boxaaReadFromFiles()
+ *           BOXAA    *boxaaRead()
+ *           BOXAA    *boxaaReadStream()
+ *           BOXAA    *boxaaReadMem()
+ *           l_int32   boxaaWrite()
+ *           l_int32   boxaaWriteStream()
+ *           l_int32   boxaaWriteMem()
+ *
+ *      Boxa serialized I/O
+ *           BOXA     *boxaRead()
+ *           BOXA     *boxaReadStream()
+ *           BOXA     *boxaReadMem()
+ *           l_int32   boxaWriteDebug()
+ *           l_int32   boxaWrite()
+ *           l_int32   boxaWriteStream()
+ *           l_int32   boxaWriteMem()
+ *
+ *      Box print (for debug)
+ *           l_int32   boxPrintStreamInfo()
+ *
+ *   Most functions use only valid boxes, which are boxes that have both
+ *   width and height > 0.  However, a few functions, such as
+ *   boxaGetMedianVals() do not assume that all boxes are valid.  For any
+ *   function that can use a boxa with invalid boxes, it is convenient
+ *   to use these accessors:
+ *       boxaGetValidCount()   :  count of valid boxes
+ *       boxaGetValidBox()     :  returns NULL for invalid boxes
+ *
+ */ + +#include +#include "allheaders.h" + + /* Bounds on initial array size */ +static const l_uint32 MaxPtrArraySize = 1000000; +static const l_int32 InitialPtrArraySize = 20; /*!< n'importe quoi */ + + +/*---------------------------------------------------------------------* + * Box creation, destruction and copy * + *---------------------------------------------------------------------*/ +/*! + * \brief boxCreate() + * + * \param[in] x, y, w, h + * \return box, or NULL on error + * + * 
+ * Notes:
+ *      (1) This clips the box to the +quad.  If no part of the
+ *          box is in the +quad, this returns NULL.
+ *      (2) We allow you to make a box with w = 0 and/or h = 0.
+ *          This does not represent a valid region, but it is useful
+ *          as a placeholder in a boxa for which the index of the
+ *          box in the boxa is important.  This is an atypical
+ *          situation; usually you want to put only valid boxes with
+ *          nonzero width and height in a boxa.  If you have a boxa
+ *          with invalid boxes, the accessor boxaGetValidBox()
+ *          will return NULL on each invalid box.
+ *      (3) If you want to create only valid boxes, use boxCreateValid(),
+ *          which returns NULL if either w or h is 0.
+ *
+ */ +BOX * +boxCreate(l_int32 x, + l_int32 y, + l_int32 w, + l_int32 h) +{ +BOX *box; + + PROCNAME("boxCreate"); + + if (w < 0 || h < 0) + return (BOX *)ERROR_PTR("w and h not both >= 0", procName, NULL); + if (x < 0) { /* take part in +quad */ + w = w + x; + x = 0; + if (w <= 0) + return (BOX *)ERROR_PTR("x < 0 and box off +quad", procName, NULL); + } + if (y < 0) { /* take part in +quad */ + h = h + y; + y = 0; + if (h <= 0) + return (BOX *)ERROR_PTR("y < 0 and box off +quad", procName, NULL); + } + + box = (BOX *)LEPT_CALLOC(1, sizeof(BOX)); + boxSetGeometry(box, x, y, w, h); + box->refcount = 1; + return box; +} + + +/*! + * \brief boxCreateValid() + * + * \param[in] x, y, w, h + * \return box, or NULL on error + * + * 
+ * Notes:
+ *      (1) This returns NULL if either w = 0 or h = 0.
+ *
+ */ +BOX * +boxCreateValid(l_int32 x, + l_int32 y, + l_int32 w, + l_int32 h) +{ + PROCNAME("boxCreateValid"); + + if (w <= 0 || h <= 0) + return (BOX *)ERROR_PTR("w and h not both > 0", procName, NULL); + return boxCreate(x, y, w, h); +} + + +/*! + * \brief boxCopy() + * + * \param[in] box + * \return copy of box, or NULL on error + */ +BOX * +boxCopy(BOX *box) +{ +BOX *boxc; + + PROCNAME("boxCopy"); + + if (!box) + return (BOX *)ERROR_PTR("box not defined", procName, NULL); + + boxc = boxCreate(box->x, box->y, box->w, box->h); + return boxc; +} + + +/*! + * \brief boxClone() + * + * \param[in] box + * \return ptr to same box, or NULL on error + */ +BOX * +boxClone(BOX *box) +{ + + PROCNAME("boxClone"); + + if (!box) + return (BOX *)ERROR_PTR("box not defined", procName, NULL); + + boxChangeRefcount(box, 1); + return box; +} + + +/*! + * \brief boxDestroy() + * + * \param[in,out] pbox will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the box.
+ *      (2) Always nulls the input ptr.
+ *
+ */ +void +boxDestroy(BOX **pbox) +{ +BOX *box; + + PROCNAME("boxDestroy"); + + if (pbox == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + if ((box = *pbox) == NULL) + return; + + boxChangeRefcount(box, -1); + if (boxGetRefcount(box) <= 0) + LEPT_FREE(box); + *pbox = NULL; + return; +} + + +/*---------------------------------------------------------------------* + * Box accessors * + *---------------------------------------------------------------------*/ +/*! + * \brief boxGetGeometry() + * + * \param[in] box + * \param[out] px, py, pw, ph [optional] each can be null + * \return 0 if OK, 1 on error + */ +l_ok +boxGetGeometry(BOX *box, + l_int32 *px, + l_int32 *py, + l_int32 *pw, + l_int32 *ph) +{ + PROCNAME("boxGetGeometry"); + + if (px) *px = 0; + if (py) *py = 0; + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (px) *px = box->x; + if (py) *py = box->y; + if (pw) *pw = box->w; + if (ph) *ph = box->h; + return 0; +} + + +/*! + * \brief boxSetGeometry() + * + * \param[in] box + * \param[in] x, y, w, h [optional] use -1 to leave unchanged + * \return 0 if OK, 1 on error + */ +l_ok +boxSetGeometry(BOX *box, + l_int32 x, + l_int32 y, + l_int32 w, + l_int32 h) +{ + PROCNAME("boxSetGeometry"); + + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (x != -1) box->x = x; + if (y != -1) box->y = y; + if (w != -1) box->w = w; + if (h != -1) box->h = h; + return 0; +} + + +/*! + * \brief boxGetSideLocations() + * + * \param[in] box + * \param[out] pl, pt, pr, pb [optional] each can be null + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) All returned values are within the box.
+ *
+ */ +l_ok +boxGetSideLocations(BOX *box, + l_int32 *pl, + l_int32 *pr, + l_int32 *pt, + l_int32 *pb) +{ +l_int32 x, y, w, h; + + PROCNAME("boxGetSideLocations"); + + if (pl) *pl = 0; + if (pr) *pr = 0; + if (pt) *pt = 0; + if (pb) *pb = 0; + if (!box) + return ERROR_INT("box not defined", procName, 1); + + boxGetGeometry(box, &x, &y, &w, &h); + if (pl) *pl = x; + if (pr) *pr = x + w - 1; + if (pt) *pt = y; + if (pb) *pb = y + h - 1; + return 0; +} + + +/*! + * \brief boxSetSideLocations() + * + * \param[in] box + * \param[in] l, r, t, b [optional] use -1 to leave unchanged + * \return 0 if OK, 1 on error + */ +l_ok +boxSetSideLocations(BOX *box, + l_int32 l, + l_int32 r, + l_int32 t, + l_int32 b) +{ +l_int32 x, y, w, h; + + PROCNAME("boxSetSideLocations"); + + if (!box) + return ERROR_INT("box not defined", procName, 1); + x = (l != -1) ? l : box->x; + w = (r != -1) ? r - x + 1 : box->x + box->w - x; + y = (t != -1) ? t : box->y; + h = (b != -1) ? b - y + 1 : box->y + box->h - y; + boxSetGeometry(box, x, y, w, h); + return 0; +} + + +/*! + * \brief Return the current reference count of %box + * + * \param[in] box + * \return refcount + */ +l_int32 +boxGetRefcount(BOX *box) +{ + PROCNAME("boxGetRefcount"); + + if (!box) + return ERROR_INT("box not defined", procName, UNDEF); + + return box->refcount; +} + +/*! + * \brief Adjust the current references count of %box by %delta + * + * \param[in] box ptr to box + * \param[in] delta adjustment, usually -1 or 1 + * \return 0 if OK, 1 on error + */ +l_ok +boxChangeRefcount(BOX *box, + l_int32 delta) +{ + PROCNAME("boxChangeRefcount"); + + if (!box) + return ERROR_INT("box not defined", procName, 1); + + box->refcount += delta; + return 0; +} + + +/*! + * \brief boxIsValid() + * + * \param[in] box + * \param[out] pvalid 1 if valid; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +boxIsValid(BOX *box, + l_int32 *pvalid) +{ + PROCNAME("boxIsValid"); + + if (!pvalid) + return ERROR_INT("&valid not defined", procName, 1); + *pvalid = 0; + if (!box) + return ERROR_INT("box not defined", procName, 1); + + if (box->w > 0 && box->h > 0) + *pvalid = 1; + return 0; +} + + +/*---------------------------------------------------------------------* + * Boxa creation, destruction, copy, extension * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaCreate() + * + * \param[in] n initial number of ptrs; 0 for default + * \return boxa, or NULL on error + */ +BOXA * +boxaCreate(l_int32 n) +{ +BOXA *boxa; + + PROCNAME("boxaCreate"); + + if (n <= 0 || n > MaxPtrArraySize) + n = InitialPtrArraySize; + + boxa = (BOXA *)LEPT_CALLOC(1, sizeof(BOXA)); + boxa->n = 0; + boxa->nalloc = n; + boxa->refcount = 1; + if ((boxa->box = (BOX **)LEPT_CALLOC(n, sizeof(BOX *))) == NULL) { + boxaDestroy(&boxa); + return (BOXA *)ERROR_PTR("boxa ptrs not made", procName, NULL); + } + return boxa; +} + + +/*! + * \brief boxaCopy() + * + * \param[in] boxa + * \param[in] copyflag L_COPY, L_CLONE, L_COPY_CLONE + * \return new boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pix.h for description of the copyflag.
+ *      (2) The copy-clone makes a new boxa that holds clones of each box.
+ *
+ */ +BOXA * +boxaCopy(BOXA *boxa, + l_int32 copyflag) +{ +l_int32 i; +BOX *boxc; +BOXA *boxac; + + PROCNAME("boxaCopy"); + + if (!boxa) + return (BOXA *)ERROR_PTR("boxa not defined", procName, NULL); + + if (copyflag == L_CLONE) { + boxa->refcount++; + return boxa; + } + + if (copyflag != L_COPY && copyflag != L_COPY_CLONE) + return (BOXA *)ERROR_PTR("invalid copyflag", procName, NULL); + + if ((boxac = boxaCreate(boxa->nalloc)) == NULL) + return (BOXA *)ERROR_PTR("boxac not made", procName, NULL); + for (i = 0; i < boxa->n; i++) { + if (copyflag == L_COPY) + boxc = boxaGetBox(boxa, i, L_COPY); + else /* copy-clone */ + boxc = boxaGetBox(boxa, i, L_CLONE); + boxaAddBox(boxac, boxc, L_INSERT); + } + return boxac; +} + + +/*! + * \brief boxaDestroy() + * + * \param[in,out] pboxa will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the boxa.
+ *      (2) Always nulls the input ptr.
+ *
+ */ +void +boxaDestroy(BOXA **pboxa) +{ +l_int32 i; +BOXA *boxa; + + PROCNAME("boxaDestroy"); + + if (pboxa == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((boxa = *pboxa) == NULL) + return; + + /* Decrement the ref count. If it is 0, destroy the boxa. */ + boxa->refcount--; + if (boxa->refcount <= 0) { + for (i = 0; i < boxa->n; i++) + boxDestroy(&boxa->box[i]); + LEPT_FREE(boxa->box); + LEPT_FREE(boxa); + } + + *pboxa = NULL; + return; +} + + +/*! + * \brief boxaAddBox() + * + * \param[in] boxa + * \param[in] box to be added + * \param[in] copyflag L_INSERT, L_COPY, L_CLONE + * \return 0 if OK, 1 on error + */ +l_ok +boxaAddBox(BOXA *boxa, + BOX *box, + l_int32 copyflag) +{ +l_int32 n; +BOX *boxc; + + PROCNAME("boxaAddBox"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + + if (copyflag == L_INSERT) + boxc = box; + else if (copyflag == L_COPY) + boxc = boxCopy(box); + else if (copyflag == L_CLONE) + boxc = boxClone(box); + else + return ERROR_INT("invalid copyflag", procName, 1); + if (!boxc) + return ERROR_INT("boxc not made", procName, 1); + + n = boxaGetCount(boxa); + if (n >= boxa->nalloc) + boxaExtendArray(boxa); + boxa->box[n] = boxc; + boxa->n++; + + return 0; +} + + +/*! + * \brief boxaExtendArray() + * + * \param[in] boxa + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Reallocs with doubled size of ptr array.
+ *
+ */ +l_ok +boxaExtendArray(BOXA *boxa) +{ + PROCNAME("boxaExtendArray"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + return boxaExtendArrayToSize(boxa, 2 * boxa->nalloc); +} + + +/*! + * \brief boxaExtendArrayToSize() + * + * \param[in] boxa + * \param[in] size new size of boxa array + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) If necessary, reallocs new boxa ptr array to %size.
+ *
+ */ +l_ok +boxaExtendArrayToSize(BOXA *boxa, + l_int32 size) +{ + PROCNAME("boxaExtendArrayToSize"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + if (size > boxa->nalloc) { + if ((boxa->box = (BOX **)reallocNew((void **)&boxa->box, + sizeof(BOX *) * boxa->nalloc, + size * sizeof(BOX *))) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + boxa->nalloc = size; + } + return 0; +} + + +/*---------------------------------------------------------------------* + * Boxa accessors * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaGetCount() + * + * \param[in] boxa + * \return count of all boxes; 0 if no boxes or on error + */ +l_int32 +boxaGetCount(BOXA *boxa) +{ + PROCNAME("boxaGetCount"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 0); + return boxa->n; +} + + +/*! + * \brief boxaGetValidCount() + * + * \param[in] boxa + * \return count of valid boxes; 0 if no valid boxes or on error + */ +l_int32 +boxaGetValidCount(BOXA *boxa) +{ +l_int32 n, i, w, h, count; + + PROCNAME("boxaGetValidCount"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 0); + + n = boxaGetCount(boxa); + for (i = 0, count = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, NULL, NULL, &w, &h); + if (w > 0 && h > 0) + count++; + } + return count; +} + + +/*! + * \brief boxaGetBox() + * + * \param[in] boxa + * \param[in] index to the index-th box + * \param[in] accessflag L_COPY or L_CLONE + * \return box, or NULL on error + */ +BOX * +boxaGetBox(BOXA *boxa, + l_int32 index, + l_int32 accessflag) +{ + PROCNAME("boxaGetBox"); + + if (!boxa) + return (BOX *)ERROR_PTR("boxa not defined", procName, NULL); + if (index < 0 || index >= boxa->n) + return (BOX *)ERROR_PTR("index not valid", procName, NULL); + + if (accessflag == L_COPY) + return boxCopy(boxa->box[index]); + else if (accessflag == L_CLONE) + return boxClone(boxa->box[index]); + else + return (BOX *)ERROR_PTR("invalid accessflag", procName, NULL); +} + + +/*! + * \brief boxaGetValidBox() + * + * \param[in] boxa + * \param[in] index to the index-th box + * \param[in] accessflag L_COPY or L_CLONE + * \return box, or NULL if box is not valid or on error + * + * 
+ * Notes:
+ *      (1) This returns NULL for an invalid box in a boxa.
+ *          For a box to be valid, both the width and height must be > 0.
+ *      (2) We allow invalid boxes, with w = 0 or h = 0, as placeholders
+ *          in boxa for which the index of the box in the boxa is important.
+ *          This is an atypical situation; usually you want to put only
+ *          valid boxes in a boxa.
+ *
+ */ +BOX * +boxaGetValidBox(BOXA *boxa, + l_int32 index, + l_int32 accessflag) +{ +l_int32 w, h; +BOX *box; + + PROCNAME("boxaGetValidBox"); + + if (!boxa) + return (BOX *)ERROR_PTR("boxa not defined", procName, NULL); + + if ((box = boxaGetBox(boxa, index, accessflag)) == NULL) + return (BOX *)ERROR_PTR("box not returned", procName, NULL); + boxGetGeometry(box, NULL, NULL, &w, &h); + if (w <= 0 || h <= 0) /* not valid, but not necessarily an error */ + boxDestroy(&box); + return box; +} + + +/*! + * \brief boxaFindInvalidBoxes() + * + * \param[in] boxa + * \return na numa of invalid boxes; NULL if there are none or on error + */ +NUMA * +boxaFindInvalidBoxes(BOXA *boxa) +{ +l_int32 i, n, w, h; +NUMA *na; + + PROCNAME("boxaFindInvalidBoxes"); + + if (!boxa) + return (NUMA *)ERROR_PTR("boxa not defined", procName, NULL); + + n = boxaGetCount(boxa); + if (boxaGetValidCount(boxa) == n) + return NULL; + + na = numaMakeConstant(0, n); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, NULL, NULL, &w, &h); + if (w == 0 || h == 0) + numaSetValue(na, i, 1); + } + return na; +} + + +/*! + * \brief boxaGetBoxGeometry() + * + * \param[in] boxa + * \param[in] index to the index-th box + * \param[out] px, py, pw, ph [optional] each can be null + * \return 0 if OK, 1 on error + */ +l_ok +boxaGetBoxGeometry(BOXA *boxa, + l_int32 index, + l_int32 *px, + l_int32 *py, + l_int32 *pw, + l_int32 *ph) +{ +BOX *box; + + PROCNAME("boxaGetBoxGeometry"); + + if (px) *px = 0; + if (py) *py = 0; + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (index < 0 || index >= boxa->n) + return ERROR_INT("index not valid", procName, 1); + + if ((box = boxaGetBox(boxa, index, L_CLONE)) == NULL) + return ERROR_INT("box not found!", procName, 1); + boxGetGeometry(box, px, py, pw, ph); + boxDestroy(&box); + return 0; +} + + +/*! + * \brief boxaIsFull() + * + * \param[in] boxa + * \param[out] pfull 1 if boxa is full; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +boxaIsFull(BOXA *boxa, + l_int32 *pfull) +{ +l_int32 i, n, full; +BOX *box; + + PROCNAME("boxaIsFull"); + + if (!pfull) + return ERROR_INT("&full not defined", procName, 1); + *pfull = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + full = 1; + for (i = 0; i < n; i++) { + if ((box = boxaGetBox(boxa, i, L_CLONE)) == NULL) { + full = 0; + break; + } + boxDestroy(&box); + } + *pfull = full; + return 0; +} + + +/*---------------------------------------------------------------------* + * Boxa array modifiers * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaReplaceBox() + * + * \param[in] boxa + * \param[in] index to the index-th box + * \param[in] box insert this box to replace existing one + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) In-place replacement of one box; the input %box is now
+ *          owned by the boxa.
+ *      (2) The previous box at that location, if any, is destroyed.
+ *
+ */ +l_ok +boxaReplaceBox(BOXA *boxa, + l_int32 index, + BOX *box) +{ + PROCNAME("boxaReplaceBox"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (index < 0 || index >= boxa->n) + return ERROR_INT("index not valid", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + + boxDestroy(&(boxa->box[index])); + boxa->box[index] = box; + return 0; +} + + +/*! + * \brief boxaInsertBox() + * + * \param[in] boxa + * \param[in] index location in boxa to insert new value + * \param[in] box new box to be inserted; the boxa now owns it + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This shifts box[i] --> box[i + 1] for all i >= index,
+ *          and then inserts box as box[index].
+ *      (2) To insert at the beginning of the array, set index = 0.
+ *      (3) To append to the array, it's easier to use boxaAddBox().
+ *      (4) This should not be used repeatedly to insert into large arrays,
+ *          because the function is O(n).
+ *
+ */ +l_ok +boxaInsertBox(BOXA *boxa, + l_int32 index, + BOX *box) +{ +l_int32 i, n; +BOX **array; + + PROCNAME("boxaInsertBox"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + n = boxaGetCount(boxa); + if (index < 0 || index > n) + return ERROR_INT("index not in {0...n}", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + + if (n >= boxa->nalloc) + boxaExtendArray(boxa); + array = boxa->box; + boxa->n++; + for (i = n; i > index; i--) + array[i] = array[i - 1]; + array[index] = box; + + return 0; +} + + +/*! + * \brief boxaRemoveBox() + * + * \param[in] boxa + * \param[in] index of box to be removed and destroyed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This removes box[index] and then shifts
+ *          box[i] --> box[i - 1] for all i > index.
+ *      (2) It should not be used repeatedly to remove boxes from
+ *          large arrays, because the function is O(n).
+ *
+ */ +l_ok +boxaRemoveBox(BOXA *boxa, + l_int32 index) +{ + return boxaRemoveBoxAndSave(boxa, index, NULL); +} + + +/*! + * \brief boxaRemoveBoxAndSave() + * + * \param[in] boxa + * \param[in] index of box to be removed + * \param[out] pbox [optional] removed box + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This removes box[index] and then shifts
+ *          box[i] --> box[i - 1] for all i > index.
+ *      (2) It should not be used repeatedly to remove boxes from
+ *          large arrays, because the function is O(n).
+ *
+ */ +l_ok +boxaRemoveBoxAndSave(BOXA *boxa, + l_int32 index, + BOX **pbox) +{ +l_int32 i, n; +BOX **array; + + PROCNAME("boxaRemoveBoxAndSave"); + + if (pbox) *pbox = NULL; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + n = boxaGetCount(boxa); + if (index < 0 || index >= n) + return ERROR_INT("index not in {0...n - 1}", procName, 1); + + if (pbox) + *pbox = boxaGetBox(boxa, index, L_CLONE); + array = boxa->box; + boxDestroy(&array[index]); + for (i = index + 1; i < n; i++) + array[i - 1] = array[i]; + array[n - 1] = NULL; + boxa->n--; + + return 0; +} + + +/*! + * \brief boxaSaveValid() + * + * \param[in] boxas + * \param[in] copyflag L_COPY or L_CLONE + * \return boxad if OK, NULL on error + * + * 
+ * Notes:
+ *      (1) This makes a copy/clone of each valid box.
+ *
+ */ +BOXA * +boxaSaveValid(BOXA *boxas, + l_int32 copyflag) +{ +l_int32 i, n; +BOX *box; +BOXA *boxad; + + PROCNAME("boxaSaveValid"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (copyflag != L_COPY && copyflag != L_CLONE) + return (BOXA *)ERROR_PTR("invalid copyflag", procName, NULL); + + n = boxaGetCount(boxas); + boxad = boxaCreate(n); + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxas, i, copyflag)) != NULL) + boxaAddBox(boxad, box, L_INSERT); + } + + return boxad; +} + + +/*! + * \brief boxaInitFull() + * + * \param[in] boxa typically empty + * \param[in] box [optional] to be replicated into the entire ptr array + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This initializes a boxa by filling up the entire box ptr array
+ *          with copies of %box.  If %box == NULL, use a placeholder box
+ *          of zero size.  Any existing boxes are destroyed.
+ *          After this opepration, the number of boxes is equal to
+ *          the number of allocated ptrs.
+ *      (2) Note that we use boxaReplaceBox() instead of boxaInsertBox().
+ *          They both have the same effect when inserting into a NULL ptr
+ *          in the boxa ptr array:
+ *      (3) Example usage.  This function is useful to prepare for a
+ *          random insertion (or replacement) of boxes into a boxa.
+ *          To randomly insert boxes into a boxa, up to some index "max":
+ *             Boxa *boxa = boxaCreate(max);
+ *             boxaInitFull(boxa, NULL);
+ *          If you want placeholder boxes of non-zero size:
+ *             Boxa *boxa = boxaCreate(max);
+ *             Box *box = boxCreate(...);
+ *             boxaInitFull(boxa, box);
+ *             boxDestroy(&box);
+ *          If we have an existing boxa with a smaller ptr array, it can
+ *          be reused for up to max boxes:
+ *             boxaExtendArrayToSize(boxa, max);
+ *             boxaInitFull(boxa, NULL);
+ *          The initialization allows the boxa to always be properly
+ *          filled, even if all the boxes are not later replaced.
+ *          If you want to know which boxes have been replaced,
+ *          and you initialized with invalid zero-sized boxes,
+ *          use boxaGetValidBox() to return NULL for the invalid boxes.
+ *
+ */ +l_ok +boxaInitFull(BOXA *boxa, + BOX *box) +{ +l_int32 i, n; +BOX *boxt; + + PROCNAME("boxaInitFull"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxa->nalloc; + boxa->n = n; + for (i = 0; i < n; i++) { + if (box) + boxt = boxCopy(box); + else + boxt = boxCreate(0, 0, 0, 0); + boxaReplaceBox(boxa, i, boxt); + } + return 0; +} + + +/*! + * \brief boxaClear() + * + * \param[in] boxa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This destroys all boxes in the boxa, setting the ptrs
+ *          to null.  The number of allocated boxes, n, is set to 0.
+ *
+ */ +l_ok +boxaClear(BOXA *boxa) +{ +l_int32 i, n; + + PROCNAME("boxaClear"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + for (i = 0; i < n; i++) + boxDestroy(&boxa->box[i]); + boxa->n = 0; + return 0; +} + + +/*--------------------------------------------------------------------------* + * Boxaa creation, destruction * + *--------------------------------------------------------------------------*/ +/*! + * \brief boxaaCreate() + * + * \param[in] n size of boxa ptr array to be alloc'd; 0 for default + * \return baa, or NULL on error + */ +BOXAA * +boxaaCreate(l_int32 n) +{ +BOXAA *baa; + + PROCNAME("boxaaCreate"); + + if (n <= 0 || n > MaxPtrArraySize) + n = InitialPtrArraySize; + + baa = (BOXAA *)LEPT_CALLOC(1, sizeof(BOXAA)); + if ((baa->boxa = (BOXA **)LEPT_CALLOC(n, sizeof(BOXA *))) == NULL) { + boxaaDestroy(&baa); + return (BOXAA *)ERROR_PTR("boxa ptr array not made", procName, NULL); + } + baa->nalloc = n; + baa->n = 0; + return baa; +} + + +/*! + * \brief boxaaCopy() + * + * \param[in] baas input boxaa to be copied + * \param[in] copyflag L_COPY, L_CLONE + * \return baad new boxaa, composed of copies or clones of the boxa + * in baas, or NULL on error + * + * 
+ * Notes:
+ *      (1) L_COPY makes a copy of each boxa in baas.
+ *          L_CLONE makes a clone of each boxa in baas.
+ *
+ */ +BOXAA * +boxaaCopy(BOXAA *baas, + l_int32 copyflag) +{ +l_int32 i, n; +BOXA *boxa; +BOXAA *baad; + + PROCNAME("boxaaCopy"); + + if (!baas) + return (BOXAA *)ERROR_PTR("baas not defined", procName, NULL); + if (copyflag != L_COPY && copyflag != L_CLONE) + return (BOXAA *)ERROR_PTR("invalid copyflag", procName, NULL); + + n = boxaaGetCount(baas); + baad = boxaaCreate(n); + for (i = 0; i < n; i++) { + boxa = boxaaGetBoxa(baas, i, copyflag); + boxaaAddBoxa(baad, boxa, L_INSERT); + } + + return baad; +} + + +/*! + * \brief boxaaDestroy() + * + * \param[in,out] pbaa will be set to null before returning + */ +void +boxaaDestroy(BOXAA **pbaa) +{ +l_int32 i; +BOXAA *baa; + + PROCNAME("boxaaDestroy"); + + if (pbaa == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + + if ((baa = *pbaa) == NULL) + return; + + for (i = 0; i < baa->n; i++) + boxaDestroy(&baa->boxa[i]); + LEPT_FREE(baa->boxa); + LEPT_FREE(baa); + *pbaa = NULL; + + return; +} + + + +/*--------------------------------------------------------------------------* + * Add Boxa to Boxaa * + *--------------------------------------------------------------------------*/ +/*! + * \brief boxaaAddBoxa() + * + * \param[in] baa + * \param[in] ba to be added + * \param[in] copyflag L_INSERT, L_COPY, L_CLONE + * \return 0 if OK, 1 on error + */ +l_ok +boxaaAddBoxa(BOXAA *baa, + BOXA *ba, + l_int32 copyflag) +{ +l_int32 n; +BOXA *bac; + + PROCNAME("boxaaAddBoxa"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + if (!ba) + return ERROR_INT("ba not defined", procName, 1); + if (copyflag != L_INSERT && copyflag != L_COPY && copyflag != L_CLONE) + return ERROR_INT("invalid copyflag", procName, 1); + + if (copyflag == L_INSERT) + bac = ba; + else + bac = boxaCopy(ba, copyflag); + + n = boxaaGetCount(baa); + if (n >= baa->nalloc) + boxaaExtendArray(baa); + baa->boxa[n] = bac; + baa->n++; + return 0; +} + + +/*! + * \brief boxaaExtendArray() + * + * \param[in] baa + * \return 0 if OK, 1 on error + */ +l_ok +boxaaExtendArray(BOXAA *baa) +{ + + PROCNAME("boxaaExtendArray"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + + if ((baa->boxa = (BOXA **)reallocNew((void **)&baa->boxa, + sizeof(BOXA *) * baa->nalloc, + 2 * sizeof(BOXA *) * baa->nalloc)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + baa->nalloc *= 2; + return 0; +} + + +/*! + * \brief boxaaExtendArrayToSize() + * + * \param[in] baa + * \param[in] size new size of boxa array + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) If necessary, reallocs the boxa ptr array to %size.
+ *
+ */ +l_ok +boxaaExtendArrayToSize(BOXAA *baa, + l_int32 size) +{ + PROCNAME("boxaaExtendArrayToSize"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + + if (size > baa->nalloc) { + if ((baa->boxa = (BOXA **)reallocNew((void **)&baa->boxa, + sizeof(BOXA *) * baa->nalloc, + size * sizeof(BOXA *))) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + baa->nalloc = size; + } + return 0; +} + + +/*----------------------------------------------------------------------* + * Boxaa accessors * + *----------------------------------------------------------------------*/ +/*! + * \brief boxaaGetCount() + * + * \param[in] baa + * \return count number of boxa, or 0 if no boxa or on error + */ +l_int32 +boxaaGetCount(BOXAA *baa) +{ + PROCNAME("boxaaGetCount"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 0); + return baa->n; +} + + +/*! + * \brief boxaaGetBoxCount() + * + * \param[in] baa + * \return count number of boxes, or 0 if no boxes or on error + */ +l_int32 +boxaaGetBoxCount(BOXAA *baa) +{ +BOXA *boxa; +l_int32 n, sum, i; + + PROCNAME("boxaaGetBoxCount"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 0); + + n = boxaaGetCount(baa); + for (sum = 0, i = 0; i < n; i++) { + boxa = boxaaGetBoxa(baa, i, L_CLONE); + sum += boxaGetCount(boxa); + boxaDestroy(&boxa); + } + + return sum; +} + + +/*! + * \brief boxaaGetBoxa() + * + * \param[in] baa + * \param[in] index to the index-th boxa + * \param[in] accessflag L_COPY or L_CLONE + * \return boxa, or NULL on error + */ +BOXA * +boxaaGetBoxa(BOXAA *baa, + l_int32 index, + l_int32 accessflag) +{ +l_int32 n; + + PROCNAME("boxaaGetBoxa"); + + if (!baa) + return (BOXA *)ERROR_PTR("baa not defined", procName, NULL); + n = boxaaGetCount(baa); + if (index < 0 || index >= n) + return (BOXA *)ERROR_PTR("index not valid", procName, NULL); + if (accessflag != L_COPY && accessflag != L_CLONE) + return (BOXA *)ERROR_PTR("invalid accessflag", procName, NULL); + + return boxaCopy(baa->boxa[index], accessflag); +} + + +/*! + * \brief boxaaGetBox() + * + * \param[in] baa + * \param[in] iboxa index into the boxa array in the boxaa + * \param[in] ibox index into the box array in the boxa + * \param[in] accessflag L_COPY or L_CLONE + * \return box, or NULL on error + */ +BOX * +boxaaGetBox(BOXAA *baa, + l_int32 iboxa, + l_int32 ibox, + l_int32 accessflag) +{ +BOX *box; +BOXA *boxa; + + PROCNAME("boxaaGetBox"); + + if ((boxa = boxaaGetBoxa(baa, iboxa, L_CLONE)) == NULL) + return (BOX *)ERROR_PTR("boxa not retrieved", procName, NULL); + if ((box = boxaGetBox(boxa, ibox, accessflag)) == NULL) + L_ERROR("box not retrieved\n", procName); + boxaDestroy(&boxa); + return box; +} + + +/*----------------------------------------------------------------------* + * Boxaa array modifiers * + *----------------------------------------------------------------------*/ +/*! + * \brief boxaaInitFull() + * + * \param[in] baa typically empty + * \param[in] boxa to be replicated into the entire ptr array + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This initializes a boxaa by filling up the entire boxa ptr array
+ *          with copies of %boxa.  Any existing boxa are destroyed.
+ *          After this operation, the number of boxa is equal to
+ *          the number of allocated ptrs.
+ *      (2) Note that we use boxaaReplaceBox() instead of boxaInsertBox().
+ *          They both have the same effect when inserting into a NULL ptr
+ *          in the boxa ptr array
+ *      (3) Example usage.  This function is useful to prepare for a
+ *          random insertion (or replacement) of boxa into a boxaa.
+ *          To randomly insert boxa into a boxaa, up to some index "max":
+ *             Boxaa *baa = boxaaCreate(max);
+ *               // initialize the boxa
+ *             Boxa *boxa = boxaCreate(...);
+ *             ...  [optionally fix with boxes]
+ *             boxaaInitFull(baa, boxa);
+ *          A typical use is to initialize the array with empty boxa,
+ *          and to replace only a subset that must be aligned with
+ *          something else, such as a pixa.
+ *
+ */ +l_ok +boxaaInitFull(BOXAA *baa, + BOXA *boxa) +{ +l_int32 i, n; +BOXA *boxat; + + PROCNAME("boxaaInitFull"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = baa->nalloc; + baa->n = n; + for (i = 0; i < n; i++) { + boxat = boxaCopy(boxa, L_COPY); + boxaaReplaceBoxa(baa, i, boxat); + } + return 0; +} + + +/*! + * \brief boxaaExtendWithInit() + * + * \param[in] baa + * \param[in] maxindex + * \param[in] boxa to be replicated into the extended ptr array + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This should be used on an existing boxaa that has been
+ *          fully loaded with boxa.  It then extends the boxaa,
+ *          loading all the additional ptrs with copies of boxa.
+ *          Typically, boxa will be empty.
+ *
+ */ +l_ok +boxaaExtendWithInit(BOXAA *baa, + l_int32 maxindex, + BOXA *boxa) +{ +l_int32 i, n; + + PROCNAME("boxaaExtendWithInit"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + /* Extend the ptr array if necessary */ + n = boxaaGetCount(baa); + if (maxindex < n) return 0; + boxaaExtendArrayToSize(baa, maxindex + 1); + + /* Fill the new entries with copies of boxa */ + for (i = n; i <= maxindex; i++) + boxaaAddBoxa(baa, boxa, L_COPY); + return 0; +} + + +/*! + * \brief boxaaReplaceBoxa() + * + * \param[in] baa + * \param[in] index to the index-th boxa + * \param[in] boxa insert and replace any existing one + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Any existing boxa is destroyed, and the input one
+ *          is inserted in its place.
+ *      (2) If the index is invalid, return 1 (error)
+ *
+ */ +l_ok +boxaaReplaceBoxa(BOXAA *baa, + l_int32 index, + BOXA *boxa) +{ +l_int32 n; + + PROCNAME("boxaaReplaceBoxa"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + n = boxaaGetCount(baa); + if (index < 0 || index >= n) + return ERROR_INT("index not valid", procName, 1); + + boxaDestroy(&baa->boxa[index]); + baa->boxa[index] = boxa; + return 0; +} + + +/*! + * \brief boxaaInsertBoxa() + * + * \param[in] baa + * \param[in] index location in boxaa to insert new boxa + * \param[in] boxa new boxa to be inserted + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This shifts boxa[i] --> boxa[i + 1] for all i >= index,
+ *          and then inserts boxa as boxa[index].
+ *      (2) To insert at the beginning of the array, set index = 0.
+ *      (3) To append to the array, it's easier to use boxaaAddBoxa().
+ *      (4) This should not be used repeatedly to insert into large arrays,
+ *          because the function is O(n).
+ *
+ */ +l_ok +boxaaInsertBoxa(BOXAA *baa, + l_int32 index, + BOXA *boxa) +{ +l_int32 i, n; +BOXA **array; + + PROCNAME("boxaaInsertBoxa"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + n = boxaaGetCount(baa); + if (index < 0 || index > n) + return ERROR_INT("index not in {0...n}", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + if (n >= baa->nalloc) + boxaaExtendArray(baa); + array = baa->boxa; + baa->n++; + for (i = n; i > index; i--) + array[i] = array[i - 1]; + array[index] = boxa; + + return 0; +} + + +/*! + * \brief boxaaRemoveBoxa() + * + * \param[in] baa + * \param[in] index of the boxa to be removed and destroyed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This removes boxa[index] and then shifts
+ *          boxa[i] --> boxa[i - 1] for all i > index.
+ *      (2) The removed boxaa is destroyed.
+ *      (2) This should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *
+ */ +l_ok +boxaaRemoveBoxa(BOXAA *baa, + l_int32 index) +{ +l_int32 i, n; +BOXA **array; + + PROCNAME("boxaaRemoveBox"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + n = boxaaGetCount(baa); + if (index < 0 || index >= n) + return ERROR_INT("index not valid", procName, 1); + + array = baa->boxa; + boxaDestroy(&array[index]); + for (i = index + 1; i < n; i++) + array[i - 1] = array[i]; + array[n - 1] = NULL; + baa->n--; + + return 0; +} + + +/*! + * \brief boxaaAddBox() + * + * \param[in] baa + * \param[in] index of boxa with boxaa + * \param[in] box to be added + * \param[in] accessflag L_INSERT, L_COPY or L_CLONE + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Adds to an existing boxa only.
+ *
+ */ +l_ok +boxaaAddBox(BOXAA *baa, + l_int32 index, + BOX *box, + l_int32 accessflag) +{ +l_int32 n; +BOXA *boxa; + PROCNAME("boxaaAddBox"); + + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + n = boxaaGetCount(baa); + if (index < 0 || index >= n) + return ERROR_INT("index not valid", procName, 1); + if (accessflag != L_INSERT && accessflag != L_COPY && accessflag != L_CLONE) + return ERROR_INT("invalid accessflag", procName, 1); + + boxa = boxaaGetBoxa(baa, index, L_CLONE); + boxaAddBox(boxa, box, accessflag); + boxaDestroy(&boxa); + return 0; +} + + +/*---------------------------------------------------------------------* + * Boxaa serialized I/O * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaaReadFromFiles() + * + * \param[in] dirname directory + * \param[in] substr [optional] substring filter on filenames; can be NULL + * \param[in] first 0-based + * \param[in] nfiles use 0 for everything from %first to the end + * \return baa, or NULL on error or if no boxa files are found. + * + * 
+ * Notes:
+ *      (1) The files must be serialized boxa files (e.g., *.ba).
+ *          If some files cannot be read, warnings are issued.
+ *      (2) Use %substr to filter filenames in the directory.  If
+ *          %substr == NULL, this takes all files.
+ *      (3) After filtering, use %first and %nfiles to select
+ *          a contiguous set of files, that have been lexically
+ *          sorted in increasing order.
+ *
+ */ +BOXAA * +boxaaReadFromFiles(const char *dirname, + const char *substr, + l_int32 first, + l_int32 nfiles) +{ +char *fname; +l_int32 i, n; +BOXA *boxa; +BOXAA *baa; +SARRAY *sa; + + PROCNAME("boxaaReadFromFiles"); + + if (!dirname) + return (BOXAA *)ERROR_PTR("dirname not defined", procName, NULL); + + sa = getSortedPathnamesInDirectory(dirname, substr, first, nfiles); + if (!sa || ((n = sarrayGetCount(sa)) == 0)) { + sarrayDestroy(&sa); + return (BOXAA *)ERROR_PTR("no pixa files found", procName, NULL); + } + + baa = boxaaCreate(n); + for (i = 0; i < n; i++) { + fname = sarrayGetString(sa, i, L_NOCOPY); + if ((boxa = boxaRead(fname)) == NULL) { + L_ERROR("boxa not read for %d-th file", procName, i); + continue; + } + boxaaAddBoxa(baa, boxa, L_INSERT); + } + + sarrayDestroy(&sa); + return baa; +} + + +/*! + * \brief boxaaRead() + * + * \param[in] filename + * \return boxaa, or NULL on error + */ +BOXAA * +boxaaRead(const char *filename) +{ +FILE *fp; +BOXAA *baa; + + PROCNAME("boxaaRead"); + + if (!filename) + return (BOXAA *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (BOXAA *)ERROR_PTR("stream not opened", procName, NULL); + baa = boxaaReadStream(fp); + fclose(fp); + if (!baa) + return (BOXAA *)ERROR_PTR("boxaa not read", procName, NULL); + return baa; +} + + +/*! + * \brief boxaaReadStream() + * + * \param[in] fp input file stream + * \return boxaa, or NULL on error + */ +BOXAA * +boxaaReadStream(FILE *fp) +{ +l_int32 n, i, x, y, w, h, version; +l_int32 ignore; +BOXA *boxa; +BOXAA *baa; + + PROCNAME("boxaaReadStream"); + + if (!fp) + return (BOXAA *)ERROR_PTR("stream not defined", procName, NULL); + + if (fscanf(fp, "\nBoxaa Version %d\n", &version) != 1) + return (BOXAA *)ERROR_PTR("not a boxaa file", procName, NULL); + if (version != BOXAA_VERSION_NUMBER) + return (BOXAA *)ERROR_PTR("invalid boxa version", procName, NULL); + if (fscanf(fp, "Number of boxa = %d\n", &n) != 1) + return (BOXAA *)ERROR_PTR("not a boxaa file", procName, NULL); + + if ((baa = boxaaCreate(n)) == NULL) + return (BOXAA *)ERROR_PTR("boxaa not made", procName, NULL); + for (i = 0; i < n; i++) { + if (fscanf(fp, "\nBoxa[%d] extent: x = %d, y = %d, w = %d, h = %d", + &ignore, &x, &y, &w, &h) != 5) { + boxaaDestroy(&baa); + return (BOXAA *)ERROR_PTR("boxa descr not valid", procName, NULL); + } + if ((boxa = boxaReadStream(fp)) == NULL) { + boxaaDestroy(&baa); + return (BOXAA *)ERROR_PTR("boxa not made", procName, NULL); + } + boxaaAddBoxa(baa, boxa, L_INSERT); + } + return baa; +} + + +/*! + * \brief boxaaReadMem() + * + * \param[in] data serialization of boxaa; in ascii + * \param[in] size of data in bytes; can use strlen to get it + * \return baa, or NULL on error + */ +BOXAA * +boxaaReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +BOXAA *baa; + + PROCNAME("boxaaReadMem"); + + if (!data) + return (BOXAA *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (BOXAA *)ERROR_PTR("stream not opened", procName, NULL); + + baa = boxaaReadStream(fp); + fclose(fp); + if (!baa) L_ERROR("baa not read\n", procName); + return baa; +} + + +/*! + * \brief boxaaWrite() + * + * \param[in] filename + * \param[in] baa + * \return 0 if OK, 1 on error + */ +l_ok +boxaaWrite(const char *filename, + BOXAA *baa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("boxaaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "w")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = boxaaWriteStream(fp, baa); + fclose(fp); + if (ret) + return ERROR_INT("baa not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief boxaaWriteStream() + * + * \param[in] fp output file stream + * \param[in] baa + * \return 0 if OK, 1 on error + */ +l_ok +boxaaWriteStream(FILE *fp, + BOXAA *baa) +{ +l_int32 n, i, x, y, w, h; +BOX *box; +BOXA *boxa; + + PROCNAME("boxaaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + + n = boxaaGetCount(baa); + fprintf(fp, "\nBoxaa Version %d\n", BOXAA_VERSION_NUMBER); + fprintf(fp, "Number of boxa = %d\n", n); + + for (i = 0; i < n; i++) { + if ((boxa = boxaaGetBoxa(baa, i, L_CLONE)) == NULL) + return ERROR_INT("boxa not found", procName, 1); + boxaGetExtent(boxa, NULL, NULL, &box); + boxGetGeometry(box, &x, &y, &w, &h); + fprintf(fp, "\nBoxa[%d] extent: x = %d, y = %d, w = %d, h = %d", + i, x, y, w, h); + boxaWriteStream(fp, boxa); + boxDestroy(&box); + boxaDestroy(&boxa); + } + return 0; +} + + +/*! + * \brief boxaaWriteMem() + * + * \param[out] pdata data of serialized boxaa; ascii + * \param[out] psize size of returned data + * \param[in] baa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a boxaa in memory and puts the result in a buffer.
+ *
+ */ +l_ok +boxaaWriteMem(l_uint8 **pdata, + size_t *psize, + BOXAA *baa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("boxaaWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = boxaaWriteStream(fp, baa); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = boxaaWriteStream(fp, baa); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*---------------------------------------------------------------------* + * Boxa serialized I/O * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaRead() + * + * \param[in] filename + * \return boxa, or NULL on error + */ +BOXA * +boxaRead(const char *filename) +{ +FILE *fp; +BOXA *boxa; + + PROCNAME("boxaRead"); + + if (!filename) + return (BOXA *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (BOXA *)ERROR_PTR("stream not opened", procName, NULL); + boxa = boxaReadStream(fp); + fclose(fp); + if (!boxa) + return (BOXA *)ERROR_PTR("boxa not read", procName, NULL); + return boxa; +} + + +/*! + * \brief boxaReadStream() + * + * \param[in] fp input file stream + * \return boxa, or NULL on error + */ +BOXA * +boxaReadStream(FILE *fp) +{ +l_int32 n, i, x, y, w, h, version; +l_int32 ignore; +BOX *box; +BOXA *boxa; + + PROCNAME("boxaReadStream"); + + if (!fp) + return (BOXA *)ERROR_PTR("stream not defined", procName, NULL); + + if (fscanf(fp, "\nBoxa Version %d\n", &version) != 1) + return (BOXA *)ERROR_PTR("not a boxa file", procName, NULL); + if (version != BOXA_VERSION_NUMBER) + return (BOXA *)ERROR_PTR("invalid boxa version", procName, NULL); + if (fscanf(fp, "Number of boxes = %d\n", &n) != 1) + return (BOXA *)ERROR_PTR("not a boxa file", procName, NULL); + + if ((boxa = boxaCreate(n)) == NULL) + return (BOXA *)ERROR_PTR("boxa not made", procName, NULL); + for (i = 0; i < n; i++) { + if (fscanf(fp, " Box[%d]: x = %d, y = %d, w = %d, h = %d\n", + &ignore, &x, &y, &w, &h) != 5) { + boxaDestroy(&boxa); + return (BOXA *)ERROR_PTR("box descr not valid", procName, NULL); + } + box = boxCreate(x, y, w, h); + boxaAddBox(boxa, box, L_INSERT); + } + + return boxa; +} + + +/*! + * \brief boxaReadMem() + * + * \param[in] data serialization of boxa; in ascii + * \param[in] size of data in bytes; can use strlen to get it + * \return boxa, or NULL on error + */ +BOXA * +boxaReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +BOXA *boxa; + + PROCNAME("boxaReadMem"); + + if (!data) + return (BOXA *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (BOXA *)ERROR_PTR("stream not opened", procName, NULL); + + boxa = boxaReadStream(fp); + fclose(fp); + if (!boxa) L_ERROR("boxa not read\n", procName); + return boxa; +} + + +/*! + * \brief boxaWriteDebug() + * + * \param[in] filename + * \param[in] boxa + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Debug version, intended for use in the library when writing
+ *          to files in a temp directory with names that are compiled in.
+ *          This is used instead of boxaWrite() for all such library calls.
+ *      (2) The global variable LeptDebugOK defaults to 0, and can be set
+ *          or cleared by the function setLeptDebugOK().
+ *
+ */ +l_ok +boxaWriteDebug(const char *filename, + BOXA *boxa) +{ + PROCNAME("boxaWriteDebug"); + + if (LeptDebugOK) { + return boxaWrite(filename, boxa); + } else { + L_INFO("write to named temp file %s is disabled\n", procName, filename); + return 0; + } +} + + +/*! + * \brief boxaWrite() + * + * \param[in] filename + * \param[in] boxa + * \return 0 if OK, 1 on error + */ +l_ok +boxaWrite(const char *filename, + BOXA *boxa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("boxaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "w")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = boxaWriteStream(fp, boxa); + fclose(fp); + if (ret) + return ERROR_INT("boxa not written to stream", procName, 1); + + return 0; +} + + +/*! + * \brief boxaWriteStream() + * + * \param[in] fp output file stream + * \param[in] boxa + * \return 0 if OK, 1 on error + */ +l_ok +boxaWriteStream(FILE *fp, + BOXA *boxa) +{ +l_int32 n, i; +BOX *box; + + PROCNAME("boxaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + fprintf(fp, "\nBoxa Version %d\n", BOXA_VERSION_NUMBER); + fprintf(fp, "Number of boxes = %d\n", n); + for (i = 0; i < n; i++) { + if ((box = boxaGetBox(boxa, i, L_CLONE)) == NULL) + return ERROR_INT("box not found", procName, 1); + fprintf(fp, " Box[%d]: x = %d, y = %d, w = %d, h = %d\n", + i, box->x, box->y, box->w, box->h); + boxDestroy(&box); + } + return 0; +} + + +/*! + * \brief boxaWriteMem() + * + * \param[out] pdata data of serialized boxa; ascii + * \param[out] psize size of returned data + * \param[in] boxa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a boxa in memory and puts the result in a buffer.
+ *
+ */ +l_ok +boxaWriteMem(l_uint8 **pdata, + size_t *psize, + BOXA *boxa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("boxaWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = boxaWriteStream(fp, boxa); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = boxaWriteStream(fp, boxa); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*---------------------------------------------------------------------* + * Debug printing * + *---------------------------------------------------------------------*/ +/*! + * \brief boxPrintStreamInfo() + * + * \param[in] fp output file stream + * \param[in] box + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This outputs debug info.  Use serialization functions to
+ *          write to file if you want to read the data back.
+ *
+ */ +l_ok +boxPrintStreamInfo(FILE *fp, + BOX *box) +{ + PROCNAME("boxPrintStreamInfo"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + + fprintf(fp, " Box: x = %d, y = %d, w = %d, h = %d\n", + box->x, box->y, box->w, box->h); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/boxfunc1.c b/3rdparty/hgOCR/leptonica/boxfunc1.c new file mode 100644 index 00000000..76d87e68 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/boxfunc1.c @@ -0,0 +1,2733 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file boxfunc1.c + * 
+ *
+ *      Box geometry
+ *           l_int32   boxContains()
+ *           l_int32   boxIntersects()
+ *           BOXA     *boxaContainedInBox()
+ *           l_int32   boxaContainedInBoxCount()
+ *           l_int32   boxaContainedInBoxa()
+ *           BOXA     *boxaIntersectsBox()
+ *           l_int32   boxaIntersectsBoxCount()
+ *           BOXA     *boxaClipToBox()
+ *           BOXA     *boxaCombineOverlaps()
+ *           l_int32   boxaCombineOverlapsInPair()
+ *           BOX      *boxOverlapRegion()
+ *           BOX      *boxBoundingRegion()
+ *           l_int32   boxOverlapFraction()
+ *           l_int32   boxOverlapArea()
+ *           BOXA     *boxaHandleOverlaps()
+ *           l_int32   boxOverlapDistance()
+ *           l_int32   boxSeparationDistance()
+ *           l_int32   boxCompareSize()
+ *           l_int32   boxContainsPt()
+ *           BOX      *boxaGetNearestToPt()
+ *           BOX      *boxaGetNearestToLine()
+ *           l_int32   boxaFindNearestBoxes()
+ *           l_int32   boxaGetNearestByDirection()
+ *    static l_int32   boxHasOverlapInXorY()
+ *    static l_int32   boxGetDistanceInXorY()
+ *           l_int32   boxIntersectByLine()
+ *           l_int32   boxGetCenter()
+ *           BOX      *boxClipToRectangle()
+ *           l_int32   boxClipToRectangleParams()
+ *           BOX      *boxRelocateOneSide()
+ *           BOXA     *boxaAdjustSides()
+ *           BOXA     *boxaAdjustBoxSides()
+ *           BOX      *boxAdjustSides()
+ *           BOXA     *boxaSetSide()
+ *           l_int32   boxSetSide()
+ *           BOXA     *boxaAdjustWidthToTarget()
+ *           BOXA     *boxaAdjustHeightToTarget()
+ *           l_int32   boxEqual()
+ *           l_int32   boxaEqual()
+ *           l_int32   boxSimilar()
+ *           l_int32   boxaSimilar()
+ *
+ *      Boxa combine and split
+ *           l_int32   boxaJoin()
+ *           l_int32   boxaaJoin()
+ *           l_int32   boxaSplitEvenOdd()
+ *           BOXA     *boxaMergeEvenOdd()
+ *
+ */ + +#include "allheaders.h" + +static l_int32 boxHasOverlapInXorY(l_int32 c1, l_int32 s1, l_int32 c2, + l_int32 s2); +static l_int32 boxGetDistanceInXorY(l_int32 c1, l_int32 s1, l_int32 c2, + l_int32 s2); + + +/*---------------------------------------------------------------------* + * Box geometry * + *---------------------------------------------------------------------*/ +/*! + * \brief boxContains() + * + * \param[in] box1, box2 + * \param[out] presult 1 if box2 is entirely contained within box1; + * 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +boxContains(BOX *box1, + BOX *box2, + l_int32 *presult) +{ +l_int32 x1, y1, w1, h1, x2, y2, w2, h2, valid1, valid2; + + PROCNAME("boxContains"); + + if (!presult) + return ERROR_INT("&result not defined", procName, 1); + *presult = 0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) + return ERROR_INT("boxes not both valid", procName, 1); + + boxGetGeometry(box1, &x1, &y1, &w1, &h1); + boxGetGeometry(box2, &x2, &y2, &w2, &h2); + if (x1 <= x2 && y1 <= y2 && (x1 + w1 >= x2 + w2) && (y1 + h1 >= y2 + h2)) + *presult = 1; + return 0; +} + + +/*! + * \brief boxIntersects() + * + * \param[in] box1, box2 + * \param[out] presult 1 if any part of box2 is contained in box1; + * 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +boxIntersects(BOX *box1, + BOX *box2, + l_int32 *presult) +{ +l_int32 l1, l2, r1, r2, t1, t2, b1, b2, w1, h1, w2, h2, valid1, valid2; + + PROCNAME("boxIntersects"); + + if (!presult) + return ERROR_INT("&result not defined", procName, 1); + *presult = 0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) + return ERROR_INT("boxes not both valid", procName, 1); + + boxGetGeometry(box1, &l1, &t1, &w1, &h1); + boxGetGeometry(box2, &l2, &t2, &w2, &h2); + r1 = l1 + w1 - 1; + r2 = l2 + w2 - 1; + b1 = t1 + h1 - 1; + b2 = t2 + h2 - 1; + if (b2 < t1 || b1 < t2 || r1 < l2 || r2 < l1) + *presult = 0; + else + *presult = 1; + return 0; +} + + +/*! + * \brief boxaContainedInBox() + * + * \param[in] boxas + * \param[in] box for containment + * \return boxad boxa with all boxes in boxas that are entirely + * contained in box, or NULL on error + * + * 
+ * Notes:
+ *      (1) All boxes in %boxas that are entirely outside box are removed.
+ *      (2) If %box is not valid, returns an empty boxa.
+ *
+ */ +BOXA * +boxaContainedInBox(BOXA *boxas, + BOX *box) +{ +l_int32 i, n, val, valid; +BOX *box1; +BOXA *boxad; + + PROCNAME("boxaContainedInBox"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (!box) + return (BOXA *)ERROR_PTR("box not defined", procName, NULL); + n = boxaGetCount(boxas); + boxIsValid(box, &valid); + if (n == 0 || !valid) + return boxaCreate(1); /* empty */ + + boxad = boxaCreate(0); + for (i = 0; i < n; i++) { + if ((box1 = boxaGetValidBox(boxas, i, L_CLONE)) == NULL) + continue; + boxContains(box, box1, &val); + if (val == 1) + boxaAddBox(boxad, box1, L_COPY); + boxDestroy(&box1); /* destroy the clone */ + } + + return boxad; +} + + +/*! + * \brief boxaContainedInBoxCount() + * + * \param[in] boxa + * \param[in] box for selecting contained boxes in %boxa + * \param[out] pcount number of boxes intersecting the box + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If %box is not valid, returns a zero count.
+ *
+ */ +l_ok +boxaContainedInBoxCount(BOXA *boxa, + BOX *box, + l_int32 *pcount) +{ +l_int32 i, n, val, valid; +BOX *box1; + + PROCNAME("boxaContainedInBoxCount"); + + if (!pcount) + return ERROR_INT("&count not defined", procName, 1); + *pcount = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + n = boxaGetCount(boxa); + boxIsValid(box, &valid); + if (n == 0 || !valid) + return 0; + + for (i = 0; i < n; i++) { + if ((box1 = boxaGetValidBox(boxa, i, L_CLONE)) == NULL) + continue; + boxContains(box, box1, &val); + if (val == 1) + (*pcount)++; + boxDestroy(&box1); + } + return 0; +} + + +/*! + * \brief boxaContainedInBoxa() + * + * \param[in] boxa1, boxa2 + * \param[out] pcontained 1 if every box in boxa2 is contained in + * some box in boxa1; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +boxaContainedInBoxa(BOXA *boxa1, + BOXA *boxa2, + l_int32 *pcontained) +{ +l_int32 i, j, n1, n2, cont, result; +BOX *box1, *box2; + + PROCNAME("boxaContainedInBoxa"); + + if (!pcontained) + return ERROR_INT("&contained not defined", procName, 1); + *pcontained = 0; + if (!boxa1 || !boxa2) + return ERROR_INT("boxa1 and boxa2 not both defined", procName, 1); + + n1 = boxaGetCount(boxa1); + n2 = boxaGetCount(boxa2); + for (i = 0; i < n2; i++) { + if ((box2 = boxaGetValidBox(boxa2, i, L_CLONE)) == NULL) + continue; + cont = 0; + for (j = 0; j < n1; j++) { + if ((box1 = boxaGetValidBox(boxa1, j, L_CLONE)) == NULL) + continue; + boxContains(box1, box2, &result); + boxDestroy(&box1); + if (result) { + cont = 1; + break; + } + } + boxDestroy(&box2); + if (!cont) return 0; + } + + *pcontained = 1; + return 0; +} + + +/*! + * \brief boxaIntersectsBox() + * + * \param[in] boxas + * \param[in] box for intersecting + * \return boxad boxa with all boxes in boxas that intersect box, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) All boxes in boxa that intersect with box (i.e., are completely
+ *          or partially contained in box) are retained.
+ *
+ */ +BOXA * +boxaIntersectsBox(BOXA *boxas, + BOX *box) +{ +l_int32 i, n, val, valid; +BOX *box1; +BOXA *boxad; + + PROCNAME("boxaIntersectsBox"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (!box) + return (BOXA *)ERROR_PTR("box not defined", procName, NULL); + n = boxaGetCount(boxas); + boxIsValid(box, &valid); + if (n == 0 || !valid) + return boxaCreate(1); /* empty */ + + boxad = boxaCreate(0); + for (i = 0; i < n; i++) { + if ((box1 = boxaGetValidBox(boxas, i, L_CLONE)) == NULL) + continue; + boxIntersects(box, box1, &val); + if (val == 1) + boxaAddBox(boxad, box1, L_COPY); + boxDestroy(&box1); /* destroy the clone */ + } + + return boxad; +} + + +/*! + * \brief boxaIntersectsBoxCount() + * + * \param[in] boxa + * \param[in] box for selecting intersecting boxes in %boxa + * \param[out] pcount number of boxes intersecting the box + * \return 0 if OK, 1 on error + */ +l_ok +boxaIntersectsBoxCount(BOXA *boxa, + BOX *box, + l_int32 *pcount) +{ +l_int32 i, n, val, valid; +BOX *box1; + + PROCNAME("boxaIntersectsBoxCount"); + + if (!pcount) + return ERROR_INT("&count not defined", procName, 1); + *pcount = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + n = boxaGetCount(boxa); + boxIsValid(box, &valid); + if (n == 0 || !valid) + return 0; + + for (i = 0; i < n; i++) { + if ((box1 = boxaGetValidBox(boxa, i, L_CLONE)) == NULL) + continue; + boxIntersects(box, box1, &val); + if (val == 1) + (*pcount)++; + boxDestroy(&box1); + } + return 0; +} + + +/*! + * \brief boxaClipToBox() + * + * \param[in] boxas + * \param[in] box for clipping + * \return boxad boxa with boxes in boxas clipped to box, or NULL on error + * + * 
+ * Notes:
+ *      (1) All boxes in boxa not intersecting with box are removed, and
+ *          the remaining boxes are clipped to box.
+ *
+ */ +BOXA * +boxaClipToBox(BOXA *boxas, + BOX *box) +{ +l_int32 i, n, valid; +BOX *box1, *boxo; +BOXA *boxad; + + PROCNAME("boxaClipToBox"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (!box) + return (BOXA *)ERROR_PTR("box not defined", procName, NULL); + n = boxaGetCount(boxas); + boxIsValid(box, &valid); + if (n == 0 || !valid) + return boxaCreate(1); /* empty */ + + boxad = boxaCreate(0); + for (i = 0; i < n; i++) { + if ((box1 = boxaGetValidBox(boxas, i, L_CLONE)) == NULL) + continue; + if ((boxo = boxOverlapRegion(box, box1)) != NULL) + boxaAddBox(boxad, boxo, L_INSERT); + boxDestroy(&box1); + } + + return boxad; +} + + +/*! + * \brief boxaCombineOverlaps() + * + * \param[in] boxas + * \param[in,out] pixadb debug output + * \return boxad where each set of boxes in boxas that overlap are combined + * into a single bounding box in boxad, or NULL on error. + * + * 
+ * Notes:
+ *      (1) If there are no overlapping boxes, it simply returns a copy
+ *          of %boxas.
+ *      (2) Input an empty %pixadb, using pixaCreate(0), for debug output.
+ *          The output gives 2 visualizations of the boxes per iteration;
+ *          boxes in red before, and added boxes in green after. Note that
+ *          all pixels in the red boxes are contained in the green ones.
+ *      (3) The alternative method of painting each rectangle and finding
+ *          the 4-connected components gives a different result in
+ *          general, because two non-overlapping (but touching)
+ *          rectangles, when rendered, are 4-connected and will be joined.
+ *      (4) A bad case computationally is to have n boxes, none of which
+ *          overlap.  Then you have one iteration with O(n^2) compares.
+ *          This is still faster than painting each rectangle and finding
+ *          the bounding boxes of the connected components, even for
+ *          thousands of rectangles.
+ *
+ */ +BOXA * +boxaCombineOverlaps(BOXA *boxas, + PIXA *pixadb) +{ +l_int32 i, j, w, h, n1, n2, overlap, niters; +BOX *box1, *box2, *box3; +BOXA *boxa1, *boxa2; +PIX *pix1; + + PROCNAME("boxaCombineOverlaps"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + + if (pixadb) boxaGetExtent(boxas, &w, &h, NULL); + + boxa1 = boxaCopy(boxas, L_COPY); + n1 = boxaGetCount(boxa1); + niters = 0; + while (1) { /* loop until no change from previous iteration */ + niters++; + if (pixadb) { + pix1 = pixCreate(w + 5, h + 5, 32); + pixSetAll(pix1); + pixRenderBoxaArb(pix1, boxa1, 2, 255, 0, 0); + pixaAddPix(pixadb, pix1, L_COPY); + } + + /* Combine overlaps for this iteration */ + for (i = 0; i < n1; i++) { + if ((box1 = boxaGetValidBox(boxa1, i, L_COPY)) == NULL) + continue; + for (j = i + 1; j < n1; j++) { + if ((box2 = boxaGetValidBox(boxa1, j, L_COPY)) == NULL) + continue; + boxIntersects(box1, box2, &overlap); + if (overlap) { + box3 = boxBoundingRegion(box1, box2); + boxaReplaceBox(boxa1, i, box3); + boxaReplaceBox(boxa1, j, boxCreate(0, 0, 0, 0)); + boxDestroy(&box1); + box1 = boxCopy(box3); + } + boxDestroy(&box2); + } + boxDestroy(&box1); + } + boxa2 = boxaSaveValid(boxa1, L_COPY); + n2 = boxaGetCount(boxa2); + boxaDestroy(&boxa1); + boxa1 = boxa2; + if (n1 == n2) { + if (pixadb) pixDestroy(&pix1); + break; + } + n1 = n2; + if (pixadb) { + pixRenderBoxaArb(pix1, boxa1, 2, 0, 255, 0); + pixaAddPix(pixadb, pix1, L_INSERT); + } + } + + if (pixadb) + L_INFO("number of iterations: %d\n", procName, niters); + return boxa1; +} + + +/*! + * \brief boxaCombineOverlapsInPair() + * + * \param[in] boxas1 input boxa1 + * \param[in] boxas2 input boxa2 + * \param[out] pboxad1 output boxa1 + * \param[out] pboxad2 output boxa2 + * \param[in,out] pixadb debug output + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) One of three things happens to each box in %boxa1 and %boxa2:
+ *           * it gets absorbed into a larger box that it overlaps with
+ *           * it absorbs a smaller (by area) box that it overlaps with
+ *             and gets larger, using the bounding region of the 2 boxes
+ *           * it is unchanged (including absorbing smaller boxes that
+ *             are contained within it).
+ *      (2) If all the boxes from one of the input boxa are absorbed, this
+ *          returns an empty boxa.
+ *      (3) Input an empty %pixadb, using pixaCreate(0), for debug output
+ *      (4) This is useful if different operations are to be carried out
+ *          on possibly overlapping rectangular regions, and it is desired
+ *          to have only one operation on any rectangular region.
+ *
+ */ +l_ok +boxaCombineOverlapsInPair(BOXA *boxas1, + BOXA *boxas2, + BOXA **pboxad1, + BOXA **pboxad2, + PIXA *pixadb) +{ +l_int32 i, j, w, h, w2, h2, n1, n2, n1i, n2i, niters; +l_int32 overlap, bigger, area1, area2; +BOX *box1, *box2, *box3; +BOXA *boxa1, *boxa2, *boxac1, *boxac2; +PIX *pix1; + + PROCNAME("boxaCombineOverlapsInPair"); + + if (pboxad1) *pboxad1 = NULL; + if (pboxad2) *pboxad2 = NULL; + if (!boxas1 || !boxas2) + return ERROR_INT("boxas1 and boxas2 not both defined", procName, 1); + if (!pboxad1 || !pboxad2) + return ERROR_INT("&boxad1 and &boxad2 not both defined", procName, 1); + + if (pixadb) { + boxaGetExtent(boxas1, &w, &h, NULL); + boxaGetExtent(boxas2, &w2, &h2, NULL); + w = L_MAX(w, w2); + h = L_MAX(h, w2); + } + + /* Let the boxa with the largest area have first crack at the other */ + boxaGetArea(boxas1, &area1); + boxaGetArea(boxas2, &area2); + if (area1 >= area2) { + boxac1 = boxaCopy(boxas1, L_COPY); + boxac2 = boxaCopy(boxas2, L_COPY); + } else { + boxac1 = boxaCopy(boxas2, L_COPY); + boxac2 = boxaCopy(boxas1, L_COPY); + } + + n1i = boxaGetCount(boxac1); + n2i = boxaGetCount(boxac2); + niters = 0; + while (1) { + niters++; + if (pixadb) { + pix1 = pixCreate(w + 5, h + 5, 32); + pixSetAll(pix1); + pixRenderBoxaArb(pix1, boxac1, 2, 255, 0, 0); + pixRenderBoxaArb(pix1, boxac2, 2, 0, 255, 0); + pixaAddPix(pixadb, pix1, L_INSERT); + } + + /* First combine boxes in each set */ + boxa1 = boxaCombineOverlaps(boxac1, NULL); + boxa2 = boxaCombineOverlaps(boxac2, NULL); + + /* Now combine boxes between sets */ + n1 = boxaGetCount(boxa1); + n2 = boxaGetCount(boxa2); + for (i = 0; i < n1; i++) { /* 1 eats 2 */ + if ((box1 = boxaGetValidBox(boxa1, i, L_COPY)) == NULL) + continue; + for (j = 0; j < n2; j++) { + if ((box2 = boxaGetValidBox(boxa2, j, L_COPY)) == NULL) + continue; + boxIntersects(box1, box2, &overlap); + boxCompareSize(box1, box2, L_SORT_BY_AREA, &bigger); + if (overlap && (bigger == 1)) { + box3 = boxBoundingRegion(box1, box2); + boxaReplaceBox(boxa1, i, box3); + boxaReplaceBox(boxa2, j, boxCreate(0, 0, 0, 0)); + boxDestroy(&box1); + box1 = boxCopy(box3); + } + boxDestroy(&box2); + } + boxDestroy(&box1); + } + for (i = 0; i < n2; i++) { /* 2 eats 1 */ + if ((box2 = boxaGetValidBox(boxa2, i, L_COPY)) == NULL) + continue; + for (j = 0; j < n1; j++) { + if ((box1 = boxaGetValidBox(boxa1, j, L_COPY)) == NULL) + continue; + boxIntersects(box1, box2, &overlap); + boxCompareSize(box2, box1, L_SORT_BY_AREA, &bigger); + if (overlap && (bigger == 1)) { + box3 = boxBoundingRegion(box1, box2); + boxaReplaceBox(boxa2, i, box3); + boxaReplaceBox(boxa1, j, boxCreate(0, 0, 0, 0)); + boxDestroy(&box2); + box2 = boxCopy(box3); + } + boxDestroy(&box1); + } + boxDestroy(&box2); + } + boxaDestroy(&boxac1); + boxaDestroy(&boxac2); + boxac1 = boxaSaveValid(boxa1, L_COPY); /* remove invalid boxes */ + boxac2 = boxaSaveValid(boxa2, L_COPY); + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + n1 = boxaGetCount(boxac1); + n2 = boxaGetCount(boxac2); + if (n1 == n1i && n2 == n2i) break; + n1i = n1; + n2i = n2; + if (pixadb) { + pix1 = pixCreate(w + 5, h + 5, 32); + pixSetAll(pix1); + pixRenderBoxaArb(pix1, boxac1, 2, 255, 0, 0); + pixRenderBoxaArb(pix1, boxac2, 2, 0, 255, 0); + pixaAddPix(pixadb, pix1, L_INSERT); + } + } + + if (pixadb) + L_INFO("number of iterations: %d\n", procName, niters); + *pboxad1 = boxac1; + *pboxad2 = boxac2; + return 0; +} + + +/*! + * \brief boxOverlapRegion() + * + * \param[in] box1, box2 + * \return box of overlap region between input boxes; + * NULL if no overlap or on error + * + * 
+ * Notes:
+ *      (1) This is the geometric intersection of the two rectangles.
+ *
+ */ +BOX * +boxOverlapRegion(BOX *box1, + BOX *box2) +{ +l_int32 l1, l2, r1, r2, t1, t2, b1, b2, w1, h1, w2, h2, ld, td, rd, bd; +l_int32 valid1, valid2; + + PROCNAME("boxOverlapRegion"); + + if (!box1 || !box2) + return (BOX *)ERROR_PTR("boxes not both defined", procName, NULL); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) { + L_WARNING("at least one box is invalid\n", procName); + return NULL; + } + + boxGetGeometry(box1, &l1, &t1, &w1, &h1); + boxGetGeometry(box2, &l2, &t2, &w2, &h2); + r1 = l1 + w1 - 1; + r2 = l2 + w2 - 1; + b1 = t1 + h1 - 1; + b2 = t2 + h2 - 1; + if (b2 < t1 || b1 < t2 || r1 < l2 || r2 < l1) + return NULL; + + ld = L_MAX(l1, l2); + td = L_MAX(t1, t2); + rd = L_MIN(r1, r2); + bd = L_MIN(b1, b2); + return boxCreate(ld, td, rd - ld + 1, bd - td + 1); +} + + +/*! + * \brief boxBoundingRegion() + * + * \param[in] box1, box2 + * \return box of bounding region containing the input boxes; + * NULL on error + * + * 
+ * Notes:
+ *      (1) This is the geometric union of the two rectangles.
+ *      (2) Invalid boxes are ignored.  This returns an invalid box
+ *          if both input boxes are invalid.
+ *      (3) For the geometric union of a boxa, use boxaGetExtent().
+ *
+ */ +BOX * +boxBoundingRegion(BOX *box1, + BOX *box2) +{ +l_int32 l1, l2, r1, r2, t1, t2, b1, b2, w1, h1, w2, h2, ld, td, rd, bd; +l_int32 valid1, valid2; + + PROCNAME("boxBoundingRegion"); + + if (!box1 || !box2) + return (BOX *)ERROR_PTR("boxes not both defined", procName, NULL); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 && !valid2) { + L_WARNING("both boxes are invalid\n", procName); + return boxCreate(0, 0, 0, 0); + } + if (valid1 && !valid2) + return boxCopy(box1); + if (!valid1 && valid2) + return boxCopy(box2); + + boxGetGeometry(box1, &l1, &t1, &w1, &h1); + boxGetGeometry(box2, &l2, &t2, &w2, &h2); + r1 = l1 + w1 - 1; + r2 = l2 + w2 - 1; + b1 = t1 + h1 - 1; + b2 = t2 + h2 - 1; + ld = L_MIN(l1, l2); + td = L_MIN(t1, t2); + rd = L_MAX(r1, r2); + bd = L_MAX(b1, b2); + return boxCreate(ld, td, rd - ld + 1, bd - td + 1); +} + + +/*! + * \brief boxOverlapFraction() + * + * \param[in] box1, box2 + * \param[out] pfract the fraction of box2 overlapped by box1 + * \return 0 if OK, 1 on error. + * + * 
+ * Notes:
+ *      (1) The result depends on the order of the input boxes,
+ *          because the overlap is taken as a fraction of box2.
+ *      (2) If at least one box is not valid, there is no overlap.
+ *
+ */ +l_ok +boxOverlapFraction(BOX *box1, + BOX *box2, + l_float32 *pfract) +{ +l_int32 w2, h2, w, h, valid1, valid2; +BOX *boxo; + + PROCNAME("boxOverlapFraction"); + + if (!pfract) + return ERROR_INT("&fract not defined", procName, 1); + *pfract = 0.0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) { + L_WARNING("boxes not both valid\n", procName); + return 0; + } + + if ((boxo = boxOverlapRegion(box1, box2)) == NULL) /* no overlap */ + return 0; + + boxGetGeometry(box2, NULL, NULL, &w2, &h2); + boxGetGeometry(boxo, NULL, NULL, &w, &h); + *pfract = (l_float32)(w * h) / (l_float32)(w2 * h2); + boxDestroy(&boxo); + return 0; +} + + +/*! + * \brief boxOverlapArea() + * + * \param[in] box1, box2 + * \param[out] parea the number of pixels in the overlap + * \return 0 if OK, 1 on error. + */ +l_ok +boxOverlapArea(BOX *box1, + BOX *box2, + l_int32 *parea) +{ +l_int32 w, h, valid1, valid2; +BOX *box; + + PROCNAME("boxOverlapArea"); + + if (!parea) + return ERROR_INT("&area not defined", procName, 1); + *parea = 0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) + return ERROR_INT("boxes not both valid", procName, 1); + + if ((box = boxOverlapRegion(box1, box2)) == NULL) /* no overlap */ + return 0; + + boxGetGeometry(box, NULL, NULL, &w, &h); + *parea = w * h; + boxDestroy(&box); + return 0; +} + + +/*! + * \brief boxaHandleOverlaps() + * + * \param[in] boxas + * \param[in] op L_COMBINE, L_REMOVE_SMALL + * \param[in] range forward distance over which overlaps + * are checked; > 0 + * \param[in] min_overlap minimum fraction of smaller box required for + * overlap to count; 0.0 to ignore + * \param[in] max_ratio maximum fraction of small/large areas for + * overlap to count; 1.0 to ignore + * \param[out] pnamap [optional] combining map + * \return boxad, or NULL on error. + * + * 
+ * Notes:
+ *      (1) For all n(n-1)/2 box pairings, if two boxes overlap, either:
+ *          (a) op == L_COMBINE: get the bounding region for the two,
+ *              replace the larger with the bounding region, and remove
+ *              the smaller of the two, or
+ *          (b) op == L_REMOVE_SMALL: just remove the smaller.
+ *      (2) If boxas is 2D sorted, range can be small, but if it is
+ *          not spatially sorted, range should be large to allow all
+ *          pairwise comparisons to be made.
+ *      (3) The %min_overlap parameter allows ignoring small overlaps.
+ *          If %min_overlap == 1.0, only boxes fully contained in larger
+ *          boxes can be considered for removal; if %min_overlap == 0.0,
+ *          this constraint is ignored.
+ *      (4) The %max_ratio parameter allows ignoring overlaps between
+ *          boxes that are not too different in size.  If %max_ratio == 0.0,
+ *          no boxes can be removed; if %max_ratio == 1.0, this constraint
+ *          is ignored.
+ *
+ */ +BOXA * +boxaHandleOverlaps(BOXA *boxas, + l_int32 op, + l_int32 range, + l_float32 min_overlap, + l_float32 max_ratio, + NUMA **pnamap) +{ +l_int32 i, j, n, w, h, area1, area2, val; +l_int32 overlap_area; +l_float32 overlap_ratio, area_ratio; +BOX *box1, *box2, *box3; +BOXA *boxat, *boxad; +NUMA *namap; + + PROCNAME("boxaHandleOverlaps"); + + if (pnamap) *pnamap = NULL; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (op != L_COMBINE && op != L_REMOVE_SMALL) + return (BOXA *)ERROR_PTR("invalid op", procName, NULL); + + n = boxaGetCount(boxas); + if (n == 0) + return boxaCreate(1); /* empty */ + if (range == 0) { + L_WARNING("range is 0\n", procName); + return boxaCopy(boxas, L_COPY); + } + + /* Identify smaller boxes in overlap pairs, and mark to eliminate. */ + namap = numaMakeConstant(-1, n); + for (i = 0; i < n; i++) { + if ((box1 = boxaGetValidBox(boxas, i, L_CLONE)) == NULL) + continue; + boxGetGeometry(box1, NULL, NULL, &w, &h); + area1 = w * h; + if (area1 == 0) { + boxDestroy(&box1); + continue; + } + for (j = i + 1; j < i + 1 + range && j < n; j++) { + if ((box2 = boxaGetValidBox(boxas, j, L_CLONE)) == NULL) + continue; + boxOverlapArea(box1, box2, &overlap_area); + if (overlap_area > 0) { + boxGetGeometry(box2, NULL, NULL, &w, &h); + area2 = w * h; + if (area2 == 0) { + /* do nothing */ + } else if (area1 >= area2) { + overlap_ratio = (l_float32)overlap_area / (l_float32)area2; + area_ratio = (l_float32)area2 / (l_float32)area1; + if (overlap_ratio >= min_overlap && + area_ratio <= max_ratio) { + numaSetValue(namap, j, i); + } + } else { + overlap_ratio = (l_float32)overlap_area / (l_float32)area1; + area_ratio = (l_float32)area1 / (l_float32)area2; + if (overlap_ratio >= min_overlap && + area_ratio <= max_ratio) { + numaSetValue(namap, i, j); + } + } + } + boxDestroy(&box2); + } + boxDestroy(&box1); + } + + boxat = boxaCopy(boxas, L_COPY); + if (op == L_COMBINE) { + /* Resize the larger of the pair to the bounding region */ + for (i = 0; i < n; i++) { + numaGetIValue(namap, i, &val); + if (val >= 0) { + box1 = boxaGetBox(boxas, i, L_CLONE); /* smaller */ + box2 = boxaGetBox(boxas, val, L_CLONE); /* larger */ + box3 = boxBoundingRegion(box1, box2); + boxaReplaceBox(boxat, val, box3); + boxDestroy(&box1); + boxDestroy(&box2); + } + } + } + + /* Remove the smaller of the pairs */ + boxad = boxaCreate(n); + for (i = 0; i < n; i++) { + numaGetIValue(namap, i, &val); + if (val == -1) { + box1 = boxaGetBox(boxat, i, L_COPY); + boxaAddBox(boxad, box1, L_INSERT); + } + } + boxaDestroy(&boxat); + if (pnamap) + *pnamap = namap; + else + numaDestroy(&namap); + return boxad; +} + + +/*! + * \brief boxOverlapDistance() + * + * \param[in] box1, box2 two boxes, in any order + * \param[out] ph_ovl [optional] horizontal overlap + * \param[out] pv_ovl [optional] vertical overlap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This measures horizontal and vertical overlap of the
+ *          two boxes.  Horizontal and vertical overlap are measured
+ *          independently.  We need to consider several cases to clarify.
+ *      (2) A positive horizontal overlap means that there is at least
+ *          one point on the the %box1 boundary with the same x-component
+ *          as some point on the %box2 boundary.  Conversely, with a zero
+ *          or negative horizontal overlap, there are no boundary pixels
+ *          in %box1 that share an x-component with a boundary pixel in %box2.
+ *      (3) For a zero or negative horizontal overlap, o <= 0, the minimum
+ *          difference in the x-component between pixels on the boundaries
+ *          of the two boxes is d = -o + 1.
+ *      (4) Likewise for vertical overlaps.
+ *
+ */ +l_ok +boxOverlapDistance(BOX *box1, + BOX *box2, + l_int32 *ph_ovl, + l_int32 *pv_ovl) +{ +l_int32 l1, t1, w1, h1, r1, b1, l2, t2, w2, h2, r2, b2, valid1, valid2; + + PROCNAME("boxOverlapDistance"); + + if (!ph_ovl && !pv_ovl) + return ERROR_INT("nothing to do", procName, 1); + if (ph_ovl) *ph_ovl = 0; + if (pv_ovl) *pv_ovl = 0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) + return ERROR_INT("boxes not both valid", procName, 1); + + if (ph_ovl) { + boxGetGeometry(box1, &l1, NULL, &w1, NULL); + boxGetGeometry(box2, &l2, NULL, &w2, NULL); + r1 = l1 + w1; /* 1 pixel to the right of box 1 */ + r2 = l2 + w2; + if (l2 >= l1) + *ph_ovl = r1 - l2; + else + *ph_ovl = r2 - l1; + } + if (pv_ovl) { + boxGetGeometry(box1, NULL, &t1, NULL, &h1); + boxGetGeometry(box2, NULL, &t2, NULL, &h2); + b1 = t1 + h1; /* 1 pixel below box 1 */ + b2 = t2 + h2; + if (t2 >= t1) + *pv_ovl = b1 - t2; + else + *pv_ovl = b2 - t1; + } + return 0; +} + + +/*! + * \brief boxSeparationDistance() + * + * \param[in] box1, box2 two boxes, in any order + * \param[out] ph_sep horizontal separation + * \param[out] pv_sep vertical separation + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This measures the Manhattan distance between the closest points
+ *          on the boundaries of the two boxes.  When the boxes overlap
+ *          (including touching along a line or at a corner), the
+ *          horizontal and vertical distances are 0.
+ *      (2) The distances represent the horizontal and vertical separation
+ *          of the two boxes.  The boxes have a nonzero intersection when
+ *          both the horizontal and vertical overlaps are positive, and
+ *          for that case both horizontal and vertical separation
+ *          distances are 0.
+ *      (3) If the horizontal overlap of the boxes is positive, the
+ *          horizontal separation between nearest points on respective
+ *          boundaries is 0, and likewise for the vertical overlap.
+ *      (4) If the horizontal overlap ho <= 0, the horizontal
+ *          separation between nearest points is d = -ho + 1.
+ *          Likewise, if the vertical overlap vo <= 0, the vertical
+ *          separation between nearest points is d = -vo + 1.
+ *
+ */ +l_ok +boxSeparationDistance(BOX *box1, + BOX *box2, + l_int32 *ph_sep, + l_int32 *pv_sep) +{ +l_int32 h_ovl, v_ovl, valid1, valid2; + + PROCNAME("boxSeparationDistance"); + + if (ph_sep) *ph_sep = 0; + if (pv_sep) *pv_sep = 0; + if (!ph_sep || !pv_sep) + return ERROR_INT("&h_sep and &v_sep not both defined", procName, 1); + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) + return ERROR_INT("boxes not both valid", procName, 1); + + boxOverlapDistance(box1, box2, &h_ovl, &v_ovl); + if (h_ovl <= 0) + *ph_sep = -h_ovl + 1; + if (v_ovl <= 0) + *pv_sep = -v_ovl + 1; + return 0; +} + + +/*! + * \brief boxCompareSize() + * + * \param[in] box1, box2 + * \param[in] type L_SORT_BY_WIDTH, L_SORT_BY_HEIGHT, + * L_SORT_BY_MAX_DIMENSION, L_SORT_BY_PERIMETER, + * L_SORT_BY_AREA, + * \param[out] prel 1 if box1 > box2, 0 if the same, -1 if box1 < box2 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) We're re-using the SORT enum for these comparisons.
+ *
+ */ +l_ok +boxCompareSize(BOX *box1, + BOX *box2, + l_int32 type, + l_int32 *prel) +{ +l_int32 w1, h1, w2, h2, size1, size2, valid1, valid2; + + PROCNAME("boxCompareSize"); + + if (!prel) + return ERROR_INT("&rel not defined", procName, 1); + *prel = 0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) + return ERROR_INT("boxes not both valid", procName, 1); + if (type != L_SORT_BY_WIDTH && type != L_SORT_BY_HEIGHT && + type != L_SORT_BY_MAX_DIMENSION && type != L_SORT_BY_PERIMETER && + type != L_SORT_BY_AREA) + return ERROR_INT("invalid compare type", procName, 1); + + boxGetGeometry(box1, NULL, NULL, &w1, &h1); + boxGetGeometry(box2, NULL, NULL, &w2, &h2); + if (type == L_SORT_BY_WIDTH) { + *prel = (w1 > w2) ? 1 : ((w1 == w2) ? 0 : -1); + } else if (type == L_SORT_BY_HEIGHT) { + *prel = (h1 > h2) ? 1 : ((h1 == h2) ? 0 : -1); + } else if (type == L_SORT_BY_MAX_DIMENSION) { + size1 = L_MAX(w1, h1); + size2 = L_MAX(w2, h2); + *prel = (size1 > size2) ? 1 : ((size1 == size2) ? 0 : -1); + } else if (type == L_SORT_BY_PERIMETER) { + size1 = w1 + h1; + size2 = w2 + h2; + *prel = (size1 > size2) ? 1 : ((size1 == size2) ? 0 : -1); + } else if (type == L_SORT_BY_AREA) { + size1 = w1 * h1; + size2 = w2 * h2; + *prel = (size1 > size2) ? 1 : ((size1 == size2) ? 0 : -1); + } + return 0; +} + + +/*! + * \brief boxContainsPt() + * + * \param[in] box + * \param[in] x, y a point + * \param[out] pcontains 1 if box contains point; 0 otherwise + * \return 0 if OK, 1 on error. + */ +l_ok +boxContainsPt(BOX *box, + l_float32 x, + l_float32 y, + l_int32 *pcontains) +{ +l_int32 bx, by, bw, bh; + + PROCNAME("boxContainsPt"); + + if (!pcontains) + return ERROR_INT("&contains not defined", procName, 1); + *pcontains = 0; + if (!box) + return ERROR_INT("&box not defined", procName, 1); + boxGetGeometry(box, &bx, &by, &bw, &bh); + if (x >= bx && x < bx + bw && y >= by && y < by + bh) + *pcontains = 1; + return 0; +} + + +/*! + * \brief boxaGetNearestToPt() + * + * \param[in] boxa + * \param[in] x, y point + * \return box with centroid closest to the given point [x,y], + * or NULL if no boxes in boxa + * + * 
+ * Notes:
+ *      (1) Uses euclidean distance between centroid and point.
+ *
+ */ +BOX * +boxaGetNearestToPt(BOXA *boxa, + l_int32 x, + l_int32 y) +{ +l_int32 i, n, minindex; +l_float32 delx, dely, dist, mindist, cx, cy; +BOX *box; + + PROCNAME("boxaGetNearestToPt"); + + if (!boxa) + return (BOX *)ERROR_PTR("boxa not defined", procName, NULL); + if ((n = boxaGetCount(boxa)) == 0) + return (BOX *)ERROR_PTR("n = 0", procName, NULL); + + mindist = 1000000000.; + minindex = 0; + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxa, i, L_CLONE)) == NULL) + continue; + boxGetCenter(box, &cx, &cy); + delx = (l_float32)(cx - x); + dely = (l_float32)(cy - y); + dist = delx * delx + dely * dely; + if (dist < mindist) { + minindex = i; + mindist = dist; + } + boxDestroy(&box); + } + + return boxaGetBox(boxa, minindex, L_COPY); +} + + +/*! + * \brief boxaGetNearestToLine() + * + * \param[in] boxa + * \param[in] x, y (y = -1 for vertical line; x = -1 for horiz line) + * \return box with centroid closest to the given line, + * or NULL if no boxes in boxa + * + * 
+ * Notes:
+ *      (1) For a horizontal line at some value y, get the minimum of the
+ *          distance |yc - y| from the box centroid yc value to y;
+ *          likewise minimize |xc - x| for a vertical line at x.
+ *      (2) Input y < 0, x >= 0 to indicate a vertical line at x, and
+ *          x < 0, y >= 0 for a horizontal line at y.
+ *
+ */ +BOX * +boxaGetNearestToLine(BOXA *boxa, + l_int32 x, + l_int32 y) +{ +l_int32 i, n, minindex; +l_float32 dist, mindist, cx, cy; +BOX *box; + + PROCNAME("boxaGetNearestToLine"); + + if (!boxa) + return (BOX *)ERROR_PTR("boxa not defined", procName, NULL); + if ((n = boxaGetCount(boxa)) == 0) + return (BOX *)ERROR_PTR("n = 0", procName, NULL); + if (y >= 0 && x >= 0) + return (BOX *)ERROR_PTR("either x or y must be < 0", procName, NULL); + if (y < 0 && x < 0) + return (BOX *)ERROR_PTR("either x or y must be >= 0", procName, NULL); + + mindist = 1000000000.; + minindex = 0; + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxa, i, L_CLONE)) == NULL) + continue; + boxGetCenter(box, &cx, &cy); + if (x >= 0) + dist = L_ABS(cx - (l_float32)x); + else /* y >= 0 */ + dist = L_ABS(cy - (l_float32)y); + if (dist < mindist) { + minindex = i; + mindist = dist; + } + boxDestroy(&box); + } + + return boxaGetBox(boxa, minindex, L_COPY); +} + + +/*! + * \brief boxaFindNearestBoxes() + * + * \param[in] boxa either unsorted, or 2D sorted in LR/TB scan order + * \param[in] dist_select L_NON_NEGATIVE, L_ALL + * \param[in] range search distance from box i; use 0 to search + * entire boxa (e.g., if it's not 2D sorted) + * \param[out] pnaaindex for each box in %boxa, contains a numa of 4 + * box indices (per direction) of the nearest box + * \param[out] pnaadist for each box in %boxa, this contains a numa + * \return 0 if OK, 1 on error + * 
+ * Notes:
+ *      (1) See boxaGetNearestByDirection() for usage of %dist_select
+ *          and %range.
+ *
+ */ +l_ok +boxaFindNearestBoxes(BOXA *boxa, + l_int32 dist_select, + l_int32 range, + NUMAA **pnaaindex, + NUMAA **pnaadist) +{ +l_int32 i, n, index, dist; +NUMA *nai, *nad; +NUMAA *naai, *naad; + + PROCNAME("boxaFindNearestBoxes"); + + if (pnaaindex) *pnaaindex = NULL; + if (pnaadist) *pnaadist = NULL; + if (!pnaaindex) + return ERROR_INT("&naaindex not defined", procName, 1); + if (!pnaadist) + return ERROR_INT("&naadist not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + naai = numaaCreate(n); + naad = numaaCreate(n); + *pnaaindex = naai; + *pnaadist = naad; + for (i = 0; i < n; i++) { + nai = numaCreate(4); + nad = numaCreate(4); + boxaGetNearestByDirection(boxa, i, L_FROM_LEFT, dist_select, + range, &index, &dist); + numaAddNumber(nai, index); + numaAddNumber(nad, dist); + boxaGetNearestByDirection(boxa, i, L_FROM_RIGHT, dist_select, + range, &index, &dist); + numaAddNumber(nai, index); + numaAddNumber(nad, dist); + boxaGetNearestByDirection(boxa, i, L_FROM_TOP, dist_select, + range, &index, &dist); + numaAddNumber(nai, index); + numaAddNumber(nad, dist); + boxaGetNearestByDirection(boxa, i, L_FROM_BOT, dist_select, + range, &index, &dist); + numaAddNumber(nai, index); + numaAddNumber(nad, dist); + numaaAddNuma(naai, nai, L_INSERT); + numaaAddNuma(naad, nad, L_INSERT); + } + return 0; +} + + +/*! + * \brief boxaGetNearestByDirection() + * + * \param[in] boxa either unsorted, or 2D sorted in LR/TB scan order + * \param[in] i box we test against + * \param[in] dir direction to look: L_FROM_LEFT, L_FROM_RIGHT, + * L_FROM_TOP, L_FROM_BOT + * \param[in] dist_select L_NON_NEGATIVE, L_ALL + * \param[in] range search distance from box i; use 0 to search + * entire boxa (e.g., if it's not 2D sorted) + * \param[out] pindex index in boxa of nearest box with overlapping + * coordinates in the indicated direction; + * -1 if there is no box + * \param[out] pdist distance of the nearest box in the indicated + * direction; 100000 if no box + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) For efficiency, use a LR/TD sorted %boxa, which can be
+ *          made by flattening a 2D sorted boxaa.  In that case,
+ *          %range can be some positive integer like 50.
+ *      (2) If boxes overlap, the distance will be < 0.  Use %dist_select
+ *          to determine if these should count or not.  If L_ALL, then
+ *          one box will match as the nearest to another in 2 or more
+ *          directions.
+ *
+ */ +l_ok +boxaGetNearestByDirection(BOXA *boxa, + l_int32 i, + l_int32 dir, + l_int32 dist_select, + l_int32 range, + l_int32 *pindex, + l_int32 *pdist) +{ +l_int32 j, jmin, jmax, n, mindist, dist, index; +l_int32 x, y, w, h, bx, by, bw, bh; + + PROCNAME("boxaGetNearestByDirection"); + + if (pindex) *pindex = -1; + if (pdist) *pdist = 100000; + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + if (!pdist) + return ERROR_INT("&dist not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (dir != L_FROM_LEFT && dir != L_FROM_RIGHT && + dir != L_FROM_TOP && dir != L_FROM_BOT) + return ERROR_INT("invalid dir", procName, 1); + if (dist_select != L_NON_NEGATIVE && dist_select != L_ALL) + return ERROR_INT("invalid dist_select", procName, 1); + n = boxaGetCount(boxa); + if (i < 0 || i >= n) + return ERROR_INT("invalid box index", procName, 1); + + jmin = (range <= 0) ? 0 : L_MAX(0, i - range); + jmax = (range <= 0) ? n - 1 : L_MIN(n -1, i + range); + boxaGetBoxGeometry(boxa, i, &x, &y, &w, &h); + mindist = 100000; + index = -1; + if (dir == L_FROM_LEFT || dir == L_FROM_RIGHT) { + for (j = jmin; j <= jmax; j++) { + if (j == i) continue; + boxaGetBoxGeometry(boxa, j, &bx, &by, &bw, &bh); + if ((bx >= x && dir == L_FROM_LEFT) || /* not to the left */ + (x >= bx && dir == L_FROM_RIGHT)) /* not to the right */ + continue; + if (boxHasOverlapInXorY(y, h, by, bh) == 1) { + dist = boxGetDistanceInXorY(x, w, bx, bw); + if (dist_select == L_NON_NEGATIVE && dist < 0) continue; + if (dist < mindist) { + mindist = dist; + index = j; + } + } + } + } else if (dir == L_FROM_TOP || dir == L_FROM_BOT) { + for (j = jmin; j <= jmax; j++) { + if (j == i) continue; + boxaGetBoxGeometry(boxa, j, &bx, &by, &bw, &bh); + if ((by >= y && dir == L_FROM_TOP) || /* not above */ + (y >= by && dir == L_FROM_BOT)) /* not below */ + continue; + if (boxHasOverlapInXorY(x, w, bx, bw) == 1) { + dist = boxGetDistanceInXorY(y, h, by, bh); + if (dist_select == L_NON_NEGATIVE && dist < 0) continue; + if (dist < mindist) { + mindist = dist; + index = j; + } + } + } + } + *pindex = index; + *pdist = mindist; + return 0; +} + + +/*! + * \brief boxHasOverlapInXorY() + * + * \param[in] c1 left or top coordinate of box1 + * \param[in] s1 width or height of box1 + * \param[in] c2 left or top coordinate of box2 + * \param[in] s2 width or height of box2 + * \return 0 if no overlap; 1 if any overlap + * + * 
+ * Notes:
+ *      (1) Like boxGetDistanceInXorY(), this is used for overlaps both in
+ *          x (which projected vertically) and in y (projected horizontally)
+ *
+ */ +static l_int32 +boxHasOverlapInXorY(l_int32 c1, + l_int32 s1, + l_int32 c2, + l_int32 s2) +{ +l_int32 ovlp; + + if (c1 > c2) + ovlp = c2 + s2 - 1 - c1; + else + ovlp = c1 + s1 - 1 - c2; + return (ovlp < 0) ? 0 : 1; +} + + +/*! + * \brief boxGetDistanceInXorY() + * + * \param[in] c1 left or top coordinate of box1 + * \param[in] s1 width or height of box1 + * \param[in] c2 left or top coordinate of box2 + * \param[in] s2 width or height of box2 + * \return distance between them (if < 0, box2 overlaps box1 in the + * dimension considered) + */ +static l_int32 +boxGetDistanceInXorY(l_int32 c1, + l_int32 s1, + l_int32 c2, + l_int32 s2) +{ +l_int32 dist; + + if (c1 > c2) + dist = c1 - (c2 + s2 - 1); + else + dist = c2 - (c1 + s1 - 1); + return dist; +} + + +/*! + * \brief boxGetCenter() + * + * \param[in] box + * \param[out] pcx, pcy location of center of box + * \return 0 if OK, 1 on error or if box is not valid + */ +l_ok +boxGetCenter(BOX *box, + l_float32 *pcx, + l_float32 *pcy) +{ +l_int32 x, y, w, h; + + PROCNAME("boxGetCenter"); + + if (pcx) *pcx = 0; + if (pcy) *pcy = 0; + if (!pcx || !pcy) + return ERROR_INT("&cx, &cy not both defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + boxGetGeometry(box, &x, &y, &w, &h); + if (w == 0 || h == 0) return 1; + *pcx = (l_float32)(x + 0.5 * w); + *pcy = (l_float32)(y + 0.5 * h); + + return 0; +} + + +/*! + * \brief boxIntersectByLine() + * + * \param[in] box + * \param[in] x, y point that line goes through + * \param[in] slope of line + * \param[out] px1, py1 1st point of intersection with box + * \param[out] px2, py2 2nd point of intersection with box + * \param[out] pn number of points of intersection + * \return 0 if OK, 1 on error or if box is not valid + * + * 
+ * Notes:
+ *      (1) If the intersection is at only one point (a corner), the
+ *          coordinates are returned in (x1, y1).
+ *      (2) Represent a vertical line by one with a large but finite slope.
+ *
+ */ +l_ok +boxIntersectByLine(BOX *box, + l_int32 x, + l_int32 y, + l_float32 slope, + l_int32 *px1, + l_int32 *py1, + l_int32 *px2, + l_int32 *py2, + l_int32 *pn) +{ +l_int32 bx, by, bw, bh, xp, yp, xt, yt, i, n; +l_float32 invslope; +PTA *pta; + + PROCNAME("boxIntersectByLine"); + + if (px1) *px1 = 0; + if (px2) *px2 = 0; + if (py1) *py1 = 0; + if (py2) *py2 = 0; + if (pn) *pn = 0; + if (!px1 || !py1 || !px2 || !py2) + return ERROR_INT("&x1, &y1, &x2, &y2 not all defined", procName, 1); + if (!pn) + return ERROR_INT("&n not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + boxGetGeometry(box, &bx, &by, &bw, &bh); + if (bw == 0 || bh == 0) return 1; + + if (slope == 0.0) { + if (y >= by && y < by + bh) { + *py1 = *py2 = y; + *px1 = bx; + *px2 = bx + bw - 1; + } + return 0; + } + + if (slope > 1000000.0) { + if (x >= bx && x < bx + bw) { + *px1 = *px2 = x; + *py1 = by; + *py2 = by + bh - 1; + } + return 0; + } + + /* Intersection with top and bottom lines of box */ + pta = ptaCreate(2); + invslope = 1.0 / slope; + xp = (l_int32)(x + invslope * (y - by)); + if (xp >= bx && xp < bx + bw) + ptaAddPt(pta, xp, by); + xp = (l_int32)(x + invslope * (y - by - bh + 1)); + if (xp >= bx && xp < bx + bw) + ptaAddPt(pta, xp, by + bh - 1); + + /* Intersection with left and right lines of box */ + yp = (l_int32)(y + slope * (x - bx)); + if (yp >= by && yp < by + bh) + ptaAddPt(pta, bx, yp); + yp = (l_int32)(y + slope * (x - bx - bw + 1)); + if (yp >= by && yp < by + bh) + ptaAddPt(pta, bx + bw - 1, yp); + + /* There is a maximum of 2 unique points; remove duplicates. */ + n = ptaGetCount(pta); + if (n > 0) { + ptaGetIPt(pta, 0, px1, py1); /* accept the first one */ + *pn = 1; + } + for (i = 1; i < n; i++) { + ptaGetIPt(pta, i, &xt, &yt); + if ((*px1 != xt) || (*py1 != yt)) { + *px2 = xt; + *py2 = yt; + *pn = 2; + break; + } + } + + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief boxClipToRectangle() + * + * \param[in] box + * \param[in] wi, hi rectangle representing image + * \return part of box within given rectangle, or NULL on error + * or if box is entirely outside the rectangle + * + * 
+ * Notes:
+ *      (1) This can be used to clip a rectangle to an image.
+ *          The clipping rectangle is assumed to have a UL corner at (0, 0),
+ *          and a LR corner at (wi - 1, hi - 1).
+ *
+ */ +BOX * +boxClipToRectangle(BOX *box, + l_int32 wi, + l_int32 hi) +{ +BOX *boxd; + + PROCNAME("boxClipToRectangle"); + + if (!box) + return (BOX *)ERROR_PTR("box not defined", procName, NULL); + if (box->x >= wi || box->y >= hi || + box->x + box->w <= 0 || box->y + box->h <= 0) + return (BOX *)ERROR_PTR("box outside rectangle", procName, NULL); + + boxd = boxCopy(box); + if (boxd->x < 0) { + boxd->w += boxd->x; + boxd->x = 0; + } + if (boxd->y < 0) { + boxd->h += boxd->y; + boxd->y = 0; + } + if (boxd->x + boxd->w > wi) + boxd->w = wi - boxd->x; + if (boxd->y + boxd->h > hi) + boxd->h = hi - boxd->y; + return boxd; +} + + +/*! + * \brief boxClipToRectangleParams() + * + * \param[in] box [optional] requested box; can be null + * \param[in] w, h clipping box size; typ. the size of an image + * \param[out] pxstart start x coordinate + * \param[out] pystart start y coordinate + * \param[out] pxend one pixel beyond clipping box + * \param[out] pyend one pixel beyond clipping box + * \param[out] pbw [optional] clipped width + * \param[out] pbh [optional] clipped height + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) The return value should be checked.  If it is 1, the
+ *          returned parameter values are bogus.
+ *      (2) This simplifies the selection of pixel locations within
+ *          a given rectangle:
+ *             for (i = ystart; i < yend; i++ {
+ *                 ...
+ *                 for (j = xstart; j < xend; j++ {
+ *                     ....
+ *
+ */ +l_ok +boxClipToRectangleParams(BOX *box, + l_int32 w, + l_int32 h, + l_int32 *pxstart, + l_int32 *pystart, + l_int32 *pxend, + l_int32 *pyend, + l_int32 *pbw, + l_int32 *pbh) +{ +l_int32 bw, bh; +BOX *boxc; + + PROCNAME("boxClipToRectangleParams"); + + if (pxstart) *pxstart = 0; + if (pystart) *pystart = 0; + if (pxend) *pxend = w; + if (pyend) *pyend = h; + if (pbw) *pbw = w; + if (pbh) *pbh = h; + if (!pxstart || !pystart || !pxend || !pyend) + return ERROR_INT("invalid ptr input", procName, 1); + if (!box) return 0; + + if ((boxc = boxClipToRectangle(box, w, h)) == NULL) + return ERROR_INT("box outside image", procName, 1); + boxGetGeometry(boxc, pxstart, pystart, &bw, &bh); + boxDestroy(&boxc); + + if (pbw) *pbw = bw; + if (pbh) *pbh = bh; + if (bw == 0 || bh == 0) + return ERROR_INT("invalid clipping box", procName, 1); + *pxend = *pxstart + bw; /* 1 past the end */ + *pyend = *pystart + bh; /* 1 past the end */ + return 0; +} + + +/*! + * \brief boxRelocateOneSide() + * + * \param[in] boxd [optional]; this can be null, equal to boxs, + * or different from boxs; + * \param[in] boxs starting box; to have one side relocated + * \param[in] loc new location of the side that is changing + * \param[in] sideflag L_FROM_LEFT, etc., indicating the side that moves + * \return boxd, or NULL on error or if the computed boxd has + * width or height <= 0. + * + * 
+ * Notes:
+ *      (1) Set boxd == NULL to get new box; boxd == boxs for in-place;
+ *          or otherwise to resize existing boxd.
+ *      (2) For usage, suggest one of these:
+ *               boxd = boxRelocateOneSide(NULL, boxs, ...);   // new
+ *               boxRelocateOneSide(boxs, boxs, ...);          // in-place
+ *               boxRelocateOneSide(boxd, boxs, ...);          // other
+ *
+ */ +BOX * +boxRelocateOneSide(BOX *boxd, + BOX *boxs, + l_int32 loc, + l_int32 sideflag) +{ +l_int32 x, y, w, h; + + PROCNAME("boxRelocateOneSide"); + + if (!boxs) + return (BOX *)ERROR_PTR("boxs not defined", procName, NULL); + if (!boxd) + boxd = boxCopy(boxs); + + boxGetGeometry(boxs, &x, &y, &w, &h); + if (w == 0 || h == 0) + return boxd; + if (sideflag == L_FROM_LEFT) + boxSetGeometry(boxd, loc, -1, w + x - loc, -1); + else if (sideflag == L_FROM_RIGHT) + boxSetGeometry(boxd, -1, -1, loc - x + 1, -1); + else if (sideflag == L_FROM_TOP) + boxSetGeometry(boxd, -1, loc, -1, h + y - loc); + else if (sideflag == L_FROM_BOT) + boxSetGeometry(boxd, -1, -1, -1, loc - y + 1); + return boxd; +} + + +/*! + * \brief boxaAdjustSides() + * + * \param[in] boxas + * \param[in] delleft, delright, deltop, delbot changes in location of + * each side for each box + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) New box dimensions are cropped at left and top to x >= 0 and y >= 0.
+ *      (2) If the width or height of a box goes to 0, we generate a box with
+ *          w == 1 and h == 1, as a placeholder.
+ *      (3) See boxAdjustSides().
+ *
+ */ +BOXA * +boxaAdjustSides(BOXA *boxas, + l_int32 delleft, + l_int32 delright, + l_int32 deltop, + l_int32 delbot) +{ +l_int32 n, i, x, y; +BOX *box1, *box2; +BOXA *boxad; + + PROCNAME("boxaAdjustSides"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + + n = boxaGetCount(boxas); + boxad = boxaCreate(n); + for (i = 0; i < n; i++) { + box1 = boxaGetBox(boxas, i, L_COPY); + box2 = boxAdjustSides(NULL, box1, delleft, delright, deltop, delbot); + if (!box2) { + boxGetGeometry(box1, &x, &y, NULL, NULL); + box2 = boxCreate(x, y, 1, 1); + } + boxaAddBox(boxad, box2, L_INSERT); + boxDestroy(&box1); + } + + return boxad; +} + + +/*! + * \brief boxaAdjustBoxSides() + * + * \param[in] boxas + * \param[in] index + * \param[in] delleft, delright, deltop, delbot changes to box side locs + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) In-place operation on a box in a boxa.
+ *      (2) New box dimensions are cropped at left and top to x >= 0 and y >= 0.
+ *      (3) If a box ends up with no area, an error message is emitted,
+ *          but the box dimensions are not changed.
+ *      (4) See boxaAdjustSides().
+ *
+ */ +l_ok +boxaAdjustBoxSides(BOXA *boxa, + l_int32 index, + l_int32 delleft, + l_int32 delright, + l_int32 deltop, + l_int32 delbot) +{ +BOX *box; + + PROCNAME("boxaAdjustBoxSides"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + if ((box = boxaGetBox(boxa, index, L_CLONE)) == NULL) + return ERROR_INT("invalid index", procName, 1); + + boxAdjustSides(box, box, delleft, delright, deltop, delbot); + boxDestroy(&box); /* the clone */ + return 0; +} + + +/*! + * \brief boxAdjustSides() + * + * \param[in] boxd [optional]; this can be null, equal to boxs, + * or different from boxs + * \param[in] boxs starting box; to have sides adjusted + * \param[in] delleft, delright, deltop, delbot changes in location + * of each side + * \return boxd, or NULL on error or if the computed boxd has + * width or height <= 0. + * + * 
+ * Notes:
+ *      (1) Set boxd == NULL to get new box; boxd == boxs for in-place;
+ *          or otherwise to resize existing boxd.
+ *      (2) For usage, suggest one of these:
+ *               boxd = boxAdjustSides(NULL, boxs, ...);   // new
+ *               boxAdjustSides(boxs, boxs, ...);          // in-place
+ *               boxAdjustSides(boxd, boxs, ...);          // other
+ *      (3) New box dimensions are cropped at left and top to x >= 0 and y >= 0.
+ *      (4) For example, to expand in-place by 20 pixels on each side, use
+ *             boxAdjustSides(box, box, -20, 20, -20, 20);
+ *
+ */ +BOX * +boxAdjustSides(BOX *boxd, + BOX *boxs, + l_int32 delleft, + l_int32 delright, + l_int32 deltop, + l_int32 delbot) +{ +l_int32 x, y, w, h, xl, xr, yt, yb, wnew, hnew; + + PROCNAME("boxAdjustSides"); + + if (!boxs) + return (BOX *)ERROR_PTR("boxs not defined", procName, NULL); + + boxGetGeometry(boxs, &x, &y, &w, &h); + xl = L_MAX(0, x + delleft); + yt = L_MAX(0, y + deltop); + xr = x + w + delright; /* one pixel beyond right edge */ + yb = y + h + delbot; /* one pixel below bottom edge */ + wnew = xr - xl; + hnew = yb - yt; + + if (wnew < 1 || hnew < 1) + return (BOX *)ERROR_PTR("boxd has 0 area", procName, NULL); + if (!boxd) + return boxCreate(xl, yt, wnew, hnew); + + boxSetGeometry(boxd, xl, yt, wnew, hnew); + return boxd; +} + + +/*! + * \brief boxaSetSide() + * + * \param[in] boxad use NULL to get a new one; same as boxas for in-place + * \param[in] boxas + * \param[in] side L_SET_LEFT, L_SET_RIGHT, L_SET_TOP, L_SET_BOT + * \param[in] val location to set for given side, for each box + * \param[in] thresh min abs difference to cause resetting to %val + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sets the given side of each box.  Use boxad == NULL for a new
+ *          boxa, and boxad == boxas for in-place.
+ *      (2) Use one of these:
+ *               boxad = boxaSetSide(NULL, boxas, ...);   // new
+ *               boxaSetSide(boxas, boxas, ...);  // in-place
+ *
+ */ +BOXA * +boxaSetSide(BOXA *boxad, + BOXA *boxas, + l_int32 side, + l_int32 val, + l_int32 thresh) +{ +l_int32 n, i; +BOX *box; + + PROCNAME("boxaSetSide"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxad && (boxas != boxad)) + return (BOXA *)ERROR_PTR("not in-place", procName, NULL); + if (side != L_SET_LEFT && side != L_SET_RIGHT && + side != L_SET_TOP && side != L_SET_BOT) + return (BOXA *)ERROR_PTR("invalid side", procName, NULL); + if (val < 0) + return (BOXA *)ERROR_PTR("val < 0", procName, NULL); + + if (!boxad) + boxad = boxaCopy(boxas, L_COPY); + n = boxaGetCount(boxad); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxad, i, L_CLONE); + boxSetSide(box, side, val, thresh); + boxDestroy(&box); /* the clone */ + } + + return boxad; +} + + +/*! + * \brief boxSetSide() + * + * \param[in] boxs + * \param[in] side L_SET_LEFT, L_SET_RIGHT, L_SET_TOP, L_SET_BOT + * \param[in] val location to set for given side, for each box + * \param[in] thresh min abs difference to cause resetting to %val + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) In-place operation.
+ *      (2) Use %thresh = 0 to definitely set the side to %val.
+ *
+ */ +l_ok +boxSetSide(BOX *boxs, + l_int32 side, + l_int32 val, + l_int32 thresh) +{ +l_int32 x, y, w, h, diff; + + PROCNAME("boxSetSide"); + + if (!boxs) + return ERROR_INT("box not defined", procName, 1); + if (side != L_SET_LEFT && side != L_SET_RIGHT && + side != L_SET_TOP && side != L_SET_BOT) + return ERROR_INT("invalid side", procName, 1); + if (val < 0) + return ERROR_INT("val < 0", procName, 1); + + boxGetGeometry(boxs, &x, &y, &w, &h); + if (side == L_SET_LEFT) { + diff = x - val; + if (L_ABS(diff) >= thresh) + boxSetGeometry(boxs, val, y, w + diff, h); + } else if (side == L_SET_RIGHT) { + diff = x + w -1 - val; + if (L_ABS(diff) >= thresh) + boxSetGeometry(boxs, x, y, val - x + 1, h); + } else if (side == L_SET_TOP) { + diff = y - val; + if (L_ABS(diff) >= thresh) + boxSetGeometry(boxs, x, val, w, h + diff); + } else { /* side == L_SET_BOT */ + diff = y + h - 1 - val; + if (L_ABS(diff) >= thresh) + boxSetGeometry(boxs, x, y, w, val - y + 1); + } + + return 0; +} + + +/*! + * \brief boxaAdjustWidthToTarget() + * + * \param[in] boxad use NULL to get a new one; same as boxas for in-place + * \param[in] boxas + * \param[in] sides L_ADJUST_LEFT, L_ADJUST_RIGHT, L_ADJUST_LEFT_AND_RIGHT + * \param[in] target target width if differs by more than thresh + * \param[in] thresh min abs difference in width to cause adjustment + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) Conditionally adjusts the width of each box, by moving
+ *          the indicated edges (left and/or right) if the width differs
+ *          by %thresh or more from %target.
+ *      (2) Use boxad == NULL for a new boxa, and boxad == boxas for in-place.
+ *          Use one of these:
+ *               boxad = boxaAdjustWidthToTarget(NULL, boxas, ...);   // new
+ *               boxaAdjustWidthToTarget(boxas, boxas, ...);  // in-place
+ *
+ */ +BOXA * +boxaAdjustWidthToTarget(BOXA *boxad, + BOXA *boxas, + l_int32 sides, + l_int32 target, + l_int32 thresh) +{ +l_int32 x, y, w, h, n, i, diff; +BOX *box; + + PROCNAME("boxaAdjustWidthToTarget"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxad && (boxas != boxad)) + return (BOXA *)ERROR_PTR("not in-place", procName, NULL); + if (sides != L_ADJUST_LEFT && sides != L_ADJUST_RIGHT && + sides != L_ADJUST_LEFT_AND_RIGHT) + return (BOXA *)ERROR_PTR("invalid sides", procName, NULL); + if (target < 1) + return (BOXA *)ERROR_PTR("target < 1", procName, NULL); + + if (!boxad) + boxad = boxaCopy(boxas, L_COPY); + n = boxaGetCount(boxad); + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxad, i, L_CLONE)) == NULL) + continue; + boxGetGeometry(box, &x, &y, &w, &h); + diff = w - target; + if (sides == L_ADJUST_LEFT) { + if (L_ABS(diff) >= thresh) + boxSetGeometry(box, L_MAX(0, x + diff), y, target, h); + } else if (sides == L_ADJUST_RIGHT) { + if (L_ABS(diff) >= thresh) + boxSetGeometry(box, x, y, target, h); + } else { /* sides == L_ADJUST_LEFT_AND_RIGHT */ + if (L_ABS(diff) >= thresh) + boxSetGeometry(box, L_MAX(0, x + diff/2), y, target, h); + } + boxDestroy(&box); + } + + return boxad; +} + + +/*! + * \brief boxaAdjustHeightToTarget() + * + * \param[in] boxad use NULL to get a new one + * \param[in] boxas + * \param[in] sides L_ADJUST_TOP, L_ADJUST_BOT, L_ADJUST_TOP_AND_BOT + * \param[in] target target height if differs by more than thresh + * \param[in] thresh min abs difference in height to cause adjustment + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) Conditionally adjusts the height of each box, by moving
+ *          the indicated edges (top and/or bot) if the height differs
+ *          by %thresh or more from %target.
+ *      (2) Use boxad == NULL for a new boxa, and boxad == boxas for in-place.
+ *          Use one of these:
+ *               boxad = boxaAdjustHeightToTarget(NULL, boxas, ...);   // new
+ *               boxaAdjustHeightToTarget(boxas, boxas, ...);  // in-place
+ *
+ */ +BOXA * +boxaAdjustHeightToTarget(BOXA *boxad, + BOXA *boxas, + l_int32 sides, + l_int32 target, + l_int32 thresh) +{ +l_int32 x, y, w, h, n, i, diff; +BOX *box; + + PROCNAME("boxaAdjustHeightToTarget"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxad && (boxas != boxad)) + return (BOXA *)ERROR_PTR("not in-place", procName, NULL); + if (sides != L_ADJUST_TOP && sides != L_ADJUST_BOT && + sides != L_ADJUST_TOP_AND_BOT) + return (BOXA *)ERROR_PTR("invalid sides", procName, NULL); + if (target < 1) + return (BOXA *)ERROR_PTR("target < 1", procName, NULL); + + if (!boxad) + boxad = boxaCopy(boxas, L_COPY); + n = boxaGetCount(boxad); + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxad, i, L_CLONE)) == NULL) + continue; + boxGetGeometry(box, &x, &y, &w, &h); + diff = h - target; + if (sides == L_ADJUST_TOP) { + if (L_ABS(diff) >= thresh) + boxSetGeometry(box, x, L_MAX(0, y + diff), w, target); + } else if (sides == L_ADJUST_BOT) { + if (L_ABS(diff) >= thresh) + boxSetGeometry(box, x, y, w, target); + } else { /* sides == L_ADJUST_TOP_AND_BOT */ + if (L_ABS(diff) >= thresh) + boxSetGeometry(box, x, L_MAX(0, y + diff/2), w, target); + } + boxDestroy(&box); + } + + return boxad; +} + + +/*! + * \brief boxEqual() + * + * \param[in] box1 + * \param[in] box2 + * \param[out] psame 1 if equal; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +boxEqual(BOX *box1, + BOX *box2, + l_int32 *psame) +{ + PROCNAME("boxEqual"); + + if (!psame) + return ERROR_INT("&same not defined", procName, 1); + *psame = 0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + if (box1->x == box2->x && box1->y == box2->y && + box1->w == box2->w && box1->h == box2->h) + *psame = 1; + return 0; +} + + +/*! + * \brief boxaEqual() + * + * \param[in] boxa1 + * \param[in] boxa2 + * \param[in] maxdist + * \param[out] pnaindex [optional] index array of correspondences + * \param[out] psame 1 if equal; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The two boxa are the "same" if they contain the same
+ *          boxes and each box is within %maxdist of its counterpart
+ *          in their positions within the boxa.  This allows for
+ *          small rearrangements.  Use 0 for maxdist if the boxa
+ *          must be identical.
+ *      (2) This applies only to geometry and ordering; refcounts
+ *          are not considered.
+ *      (3) %maxdist allows some latitude in the ordering of the boxes.
+ *          For the boxa to be the "same", corresponding boxes must
+ *          be within %maxdist of each other.  Note that for large
+ *          %maxdist, we should use a hash function for efficiency.
+ *      (4) naindex[i] gives the position of the box in boxa2 that
+ *          corresponds to box i in boxa1.  It is only returned if the
+ *          boxa are equal.
+ *
+ */ +l_ok +boxaEqual(BOXA *boxa1, + BOXA *boxa2, + l_int32 maxdist, + NUMA **pnaindex, + l_int32 *psame) +{ +l_int32 i, j, n, jstart, jend, found, samebox; +l_int32 *countarray; +BOX *box1, *box2; +NUMA *na; + + PROCNAME("boxaEqual"); + + if (pnaindex) *pnaindex = NULL; + if (!psame) + return ERROR_INT("&same not defined", procName, 1); + *psame = 0; + if (!boxa1 || !boxa2) + return ERROR_INT("boxa1 and boxa2 not both defined", procName, 1); + n = boxaGetCount(boxa1); + if (n != boxaGetCount(boxa2)) + return 0; + + if ((countarray = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32))) == NULL) + return ERROR_INT("calloc fail for countarray", procName, 1); + na = numaMakeConstant(0.0, n); + + for (i = 0; i < n; i++) { + box1 = boxaGetBox(boxa1, i, L_CLONE); + jstart = L_MAX(0, i - maxdist); + jend = L_MIN(n-1, i + maxdist); + found = FALSE; + for (j = jstart; j <= jend; j++) { + box2 = boxaGetBox(boxa2, j, L_CLONE); + boxEqual(box1, box2, &samebox); + if (samebox && countarray[j] == 0) { + countarray[j] = 1; + numaReplaceNumber(na, i, j); + found = TRUE; + boxDestroy(&box2); + break; + } + boxDestroy(&box2); + } + boxDestroy(&box1); + if (!found) { + numaDestroy(&na); + LEPT_FREE(countarray); + return 0; + } + } + + *psame = 1; + if (pnaindex) + *pnaindex = na; + else + numaDestroy(&na); + LEPT_FREE(countarray); + return 0; +} + + +/*! + * \brief boxSimilar() + * + * \param[in] box1 + * \param[in] box2 + * \param[in] leftdiff, rightdiff, topdiff, botdiff + * \param[out] psimilar 1 if similar; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The values of leftdiff (etc) are the maximum allowed deviations
+ *          between the locations of the left (etc) sides.  If any side
+ *          pairs differ by more than this amount, the boxes are not similar.
+ *
+ */ +l_ok +boxSimilar(BOX *box1, + BOX *box2, + l_int32 leftdiff, + l_int32 rightdiff, + l_int32 topdiff, + l_int32 botdiff, + l_int32 *psimilar) +{ +l_int32 l1, l2, r1, r2, t1, t2, b1, b2, valid1, valid2; + + PROCNAME("boxSimilar"); + + if (!psimilar) + return ERROR_INT("&similar not defined", procName, 1); + *psimilar = 0; + if (!box1 || !box2) + return ERROR_INT("boxes not both defined", procName, 1); + boxIsValid(box1, &valid1); + boxIsValid(box2, &valid2); + if (!valid1 || !valid2) + return ERROR_INT("boxes not both valid", procName, 1); + + boxGetSideLocations(box1, &l1, &r1, &t1, &b1); + boxGetSideLocations(box2, &l2, &r2, &t2, &b2); + if (L_ABS(l1 - l2) > leftdiff) + return 0; + if (L_ABS(r1 - r2) > rightdiff) + return 0; + if (L_ABS(t1 - t2) > topdiff) + return 0; + if (L_ABS(b1 - b2) > botdiff) + return 0; + + *psimilar = 1; + return 0; +} + + +/*! + * \brief boxaSimilar() + * + * \param[in] boxa1 + * \param[in] boxa2 + * \param[in] leftdiff, rightdiff, topdiff, botdiff + * \param[in] debug output details of non-similar boxes + * \param[out] psimilar 1 if similar; 0 otherwise + * \param[out] pnasim [optional] na containing 1 if similar; else 0 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See boxSimilar() for parameter usage.
+ *      (2) Corresponding boxes are taken in order in the two boxa.
+ *      (3) %nasim is an indicator array with a (0/1) for each box pair.
+ *      (4) With %nasim or debug == 1, boxes continue to be tested
+ *          after failure.
+ *
+ */ +l_ok +boxaSimilar(BOXA *boxa1, + BOXA *boxa2, + l_int32 leftdiff, + l_int32 rightdiff, + l_int32 topdiff, + l_int32 botdiff, + l_int32 debug, + l_int32 *psimilar, + NUMA **pnasim) +{ +l_int32 i, n1, n2, match, mismatch; +BOX *box1, *box2; + + PROCNAME("boxaSimilar"); + + if (psimilar) *psimilar = 0; + if (pnasim) *pnasim = NULL; + if (!boxa1 || !boxa2) + return ERROR_INT("boxa1 and boxa2 not both defined", procName, 1); + if (!psimilar) + return ERROR_INT("&similar not defined", procName, 1); + n1 = boxaGetCount(boxa1); + n2 = boxaGetCount(boxa2); + if (n1 != n2) { + L_ERROR("boxa counts differ: %d vs %d\n", procName, n1, n2); + return 1; + } + if (pnasim) *pnasim = numaCreate(n1); + + mismatch = FALSE; + for (i = 0; i < n1; i++) { + box1 = boxaGetBox(boxa1, i, L_CLONE); + box2 = boxaGetBox(boxa2, i, L_CLONE); + boxSimilar(box1, box2, leftdiff, rightdiff, topdiff, botdiff, + &match); + boxDestroy(&box1); + boxDestroy(&box2); + if (pnasim) + numaAddNumber(*pnasim, match); + if (!match) { + mismatch = TRUE; + if (!debug && pnasim == NULL) + return 0; + else if (debug) + L_INFO("box %d not similar\n", procName, i); + } + } + + if (!mismatch) *psimilar = 1; + return 0; +} + + +/*----------------------------------------------------------------------* + * Boxa combine and split * + *----------------------------------------------------------------------*/ +/*! + * \brief boxaJoin() + * + * \param[in] boxad dest boxa; add to this one + * \param[in] boxas source boxa; add from this one + * \param[in] istart starting index in boxas + * \param[in] iend ending index in boxas; use -1 to cat all + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This appends a clone of each indicated box in boxas to boxad
+ *      (2) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (3) iend < 0 means 'read to the end'
+ *      (4) if boxas == NULL or has no boxes, this is a no-op.
+ *
+ */ +l_ok +boxaJoin(BOXA *boxad, + BOXA *boxas, + l_int32 istart, + l_int32 iend) +{ +l_int32 n, i; +BOX *box; + + PROCNAME("boxaJoin"); + + if (!boxad) + return ERROR_INT("boxad not defined", procName, 1); + if (!boxas || ((n = boxaGetCount(boxas)) == 0)) + return 0; + + if (istart < 0) + istart = 0; + if (iend < 0 || iend >= n) + iend = n - 1; + if (istart > iend) + return ERROR_INT("istart > iend; nothing to add", procName, 1); + + for (i = istart; i <= iend; i++) { + box = boxaGetBox(boxas, i, L_CLONE); + boxaAddBox(boxad, box, L_INSERT); + } + + return 0; +} + + +/*! + * \brief boxaaJoin() + * + * \param[in] baad dest boxaa; add to this one + * \param[in] baas source boxaa; add from this one + * \param[in] istart starting index in baas + * \param[in] iend ending index in baas; use -1 to cat all + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This appends a clone of each indicated boxa in baas to baad
+ *      (2) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (3) iend < 0 means 'read to the end'
+ *      (4) if baas == NULL, this is a no-op.
+ *
+ */ +l_ok +boxaaJoin(BOXAA *baad, + BOXAA *baas, + l_int32 istart, + l_int32 iend) +{ +l_int32 n, i; +BOXA *boxa; + + PROCNAME("boxaaJoin"); + + if (!baad) + return ERROR_INT("baad not defined", procName, 1); + if (!baas) + return 0; + + if (istart < 0) + istart = 0; + n = boxaaGetCount(baas); + if (iend < 0 || iend >= n) + iend = n - 1; + if (istart > iend) + return ERROR_INT("istart > iend; nothing to add", procName, 1); + + for (i = istart; i <= iend; i++) { + boxa = boxaaGetBoxa(baas, i, L_CLONE); + boxaaAddBoxa(baad, boxa, L_INSERT); + } + + return 0; +} + + +/*! + * \brief boxaSplitEvenOdd() + * + * \param[in] boxa + * \param[in] fillflag 1 to put invalid boxes in place; 0 to omit + * \param[out] pboxae, pboxao save even and odd boxes in their separate + * boxa, setting the other type to invalid boxes. + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If %fillflag == 1, boxae has copies of the even boxes
+ *          in their original location, and nvalid boxes are placed
+ *          in the odd array locations.  And v.v.
+ *      (2) If %fillflag == 0, boxae has only copies of the even boxes.
+ *
+ */ +l_ok +boxaSplitEvenOdd(BOXA *boxa, + l_int32 fillflag, + BOXA **pboxae, + BOXA **pboxao) +{ +l_int32 i, n; +BOX *box, *box1; + + PROCNAME("boxaSplitEvenOdd"); + + if (pboxae) *pboxae = NULL; + if (pboxao) *pboxao = NULL; + if (!pboxae || !pboxao) + return ERROR_INT("&boxae and &boxao not both defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + *pboxae = boxaCreate(n); + *pboxao = boxaCreate(n); + if (fillflag == 0) { + /* don't fill with invalid boxes; end up with half-size boxa */ + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_COPY); + if ((i & 1) == 0) + boxaAddBox(*pboxae, box, L_INSERT); + else + boxaAddBox(*pboxao, box, L_INSERT); + } + } else { + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_COPY); + box1 = boxCreate(0, 0, 0, 0); /* empty placeholder */ + if ((i & 1) == 0) { + boxaAddBox(*pboxae, box, L_INSERT); + boxaAddBox(*pboxao, box1, L_INSERT); + } else { + boxaAddBox(*pboxae, box1, L_INSERT); + boxaAddBox(*pboxao, box, L_INSERT); + } + } + } + return 0; +} + + +/*! + * \brief boxaMergeEvenOdd() + * + * \param[in] boxae boxes to go in even positions in merged boxa + * \param[in] boxao boxes to go in odd positions in merged boxa + * \param[in] fillflag 1 if there are invalid boxes in placeholders + * \return boxad merged, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is essentially the inverse of boxaSplitEvenOdd().
+ *          Typically, boxae and boxao were generated by boxaSplitEvenOdd(),
+ *          and the value of %fillflag needs to be the same in both calls.
+ *      (2) If %fillflag == 1, both boxae and boxao are of the same size;
+ *          otherwise boxae may have one more box than boxao.
+ *
+ */ +BOXA * +boxaMergeEvenOdd(BOXA *boxae, + BOXA *boxao, + l_int32 fillflag) +{ +l_int32 i, n, ne, no; +BOX *box; +BOXA *boxad; + + PROCNAME("boxaMergeEvenOdd"); + + if (!boxae || !boxao) + return (BOXA *)ERROR_PTR("boxae and boxao not defined", procName, NULL); + ne = boxaGetCount(boxae); + no = boxaGetCount(boxao); + if (ne < no || ne > no + 1) + return (BOXA *)ERROR_PTR("boxa sizes invalid", procName, NULL); + + boxad = boxaCreate(ne); + if (fillflag == 0) { /* both are approx. half-sized; all valid boxes */ + n = ne + no; + for (i = 0; i < n; i++) { + if ((i & 1) == 0) + box = boxaGetBox(boxae, i / 2, L_COPY); + else + box = boxaGetBox(boxao, i / 2, L_COPY); + boxaAddBox(boxad, box, L_INSERT); + } + } else { /* both are full size and have invalid placeholders */ + for (i = 0; i < ne; i++) { + if ((i & 1) == 0) + box = boxaGetBox(boxae, i, L_COPY); + else + box = boxaGetBox(boxao, i, L_COPY); + boxaAddBox(boxad, box, L_INSERT); + } + } + return boxad; +} diff --git a/3rdparty/hgOCR/leptonica/boxfunc2.c b/3rdparty/hgOCR/leptonica/boxfunc2.c new file mode 100644 index 00000000..f51ad641 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/boxfunc2.c @@ -0,0 +1,1928 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file boxfunc2.c + * 
+ *
+ *      Boxa/Box transform (shift, scale) and orthogonal rotation
+ *           BOXA            *boxaTransform()
+ *           BOX             *boxTransform()
+ *           BOXA            *boxaTransformOrdered()
+ *           BOX             *boxTransformOrdered()
+ *           BOXA            *boxaRotateOrth()
+ *           BOX             *boxRotateOrth()
+ *           BOXA            *boxaShiftWithPta()
+ *
+ *      Boxa sort
+ *           BOXA            *boxaSort()
+ *           BOXA            *boxaBinSort()
+ *           BOXA            *boxaSortByIndex()
+ *           BOXAA           *boxaSort2d()
+ *           BOXAA           *boxaSort2dByIndex()
+ *
+ *      Boxa statistics
+ *           l_int32          boxaGetRankVals()
+ *           l_int32          boxaGetMedianVals()
+ *           l_int32          boxaGetAverageSize()
+ *
+ *      Boxa array extraction
+ *           l_int32          boxaExtractAsNuma()
+ *           l_int32          boxaExtractAsPta()
+ *           PTA             *boxaExtractCorners()
+ *
+ *      Other Boxaa functions
+ *           l_int32          boxaaGetExtent()
+ *           BOXA            *boxaaFlattenToBoxa()
+ *           BOXA            *boxaaFlattenAligned()
+ *           BOXAA           *boxaEncapsulateAligned()
+ *           BOXAA           *boxaaTranspose()
+ *           l_int32          boxaaAlignBox()
+ *
+ */ + +#include +#include "allheaders.h" + + /* For more than this number of c.c. in a binarized image of + * semi-perimeter (w + h) about 5000 or less, the O(n) binsort + * is faster than the O(nlogn) shellsort. */ +static const l_int32 MinCompsForBinSort = 200; + + +/*---------------------------------------------------------------------* + * Boxa/Box transform (shift, scale) and orthogonal rotation * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaTransform() + * + * \param[in] boxas + * \param[in] shiftx + * \param[in] shifty + * \param[in] scalex + * \param[in] scaley + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a very simple function that first shifts, then scales.
+ *      (2) The UL corner coordinates of all boxes in the output %boxad
+ *      (3) For the boxes in the output %boxad, the UL corner coordinates
+ *          must be non-negative, and the width and height of valid
+ *          boxes must be at least 1.
+ *
+ */ +BOXA * +boxaTransform(BOXA *boxas, + l_int32 shiftx, + l_int32 shifty, + l_float32 scalex, + l_float32 scaley) +{ +l_int32 i, n; +BOX *boxs, *boxd; +BOXA *boxad; + + PROCNAME("boxaTransform"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + n = boxaGetCount(boxas); + if ((boxad = boxaCreate(n)) == NULL) + return (BOXA *)ERROR_PTR("boxad not made", procName, NULL); + for (i = 0; i < n; i++) { + if ((boxs = boxaGetBox(boxas, i, L_CLONE)) == NULL) { + boxaDestroy(&boxad); + return (BOXA *)ERROR_PTR("boxs not found", procName, NULL); + } + boxd = boxTransform(boxs, shiftx, shifty, scalex, scaley); + boxDestroy(&boxs); + boxaAddBox(boxad, boxd, L_INSERT); + } + + return boxad; +} + + +/*! + * \brief boxTransform() + * + * \param[in] box + * \param[in] shiftx + * \param[in] shifty + * \param[in] scalex + * \param[in] scaley + * \return boxd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a very simple function that first shifts, then scales.
+ *      (2) If the box is invalid, a new invalid box is returned.
+ *      (3) The UL corner coordinates must be non-negative, and the
+ *          width and height of valid boxes must be at least 1.
+ *
+ */ +BOX * +boxTransform(BOX *box, + l_int32 shiftx, + l_int32 shifty, + l_float32 scalex, + l_float32 scaley) +{ + PROCNAME("boxTransform"); + + if (!box) + return (BOX *)ERROR_PTR("box not defined", procName, NULL); + if (box->w <= 0 || box->h <= 0) + return boxCreate(0, 0, 0, 0); + else + return boxCreate((l_int32)(L_MAX(0, scalex * (box->x + shiftx) + 0.5)), + (l_int32)(L_MAX(0, scaley * (box->y + shifty) + 0.5)), + (l_int32)(L_MAX(1.0, scalex * box->w + 0.5)), + (l_int32)(L_MAX(1.0, scaley * box->h + 0.5))); +} + + +/*! + * \brief boxaTransformOrdered() + * + * \param[in] boxas + * \param[in] shiftx + * \param[in] shifty + * \param[in] scalex + * \param[in] scaley + * \param[in] xcen, ycen center of rotation + * \param[in] angle in radians; clockwise is positive + * \param[in] order one of 6 combinations: L_TR_SC_RO, ... + * \return boxd, or NULL on error + * + * 
+ *          shift, scaling and rotation, and the order of the
+ *          transforms is specified.
+ *      (2) Although these operations appear to be on an infinite
+ *          2D plane, in practice the region of interest is clipped
+ *          to a finite image.  The center of rotation is usually taken
+ *          with respect to the image (either the UL corner or the
+ *          center).  A translation can have two very different effects:
+ *            (a) Moves the boxes across the fixed image region.
+ *            (b) Moves the image origin, causing a change in the image
+ *                region and an opposite effective translation of the boxes.
+ *          This function should only be used for (a), where the image
+ *          region is fixed on translation.  If the image region is
+ *          changed by the translation, use instead the functions
+ *          in affinecompose.c, where the image region and rotation
+ *          center can be computed from the actual clipping due to
+ *          translation of the image origin.
+ *      (3) See boxTransformOrdered() for usage and implementation details.
+ *
+ */ +BOXA * +boxaTransformOrdered(BOXA *boxas, + l_int32 shiftx, + l_int32 shifty, + l_float32 scalex, + l_float32 scaley, + l_int32 xcen, + l_int32 ycen, + l_float32 angle, + l_int32 order) +{ +l_int32 i, n; +BOX *boxs, *boxd; +BOXA *boxad; + + PROCNAME("boxaTransformOrdered"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + n = boxaGetCount(boxas); + if ((boxad = boxaCreate(n)) == NULL) + return (BOXA *)ERROR_PTR("boxad not made", procName, NULL); + for (i = 0; i < n; i++) { + if ((boxs = boxaGetBox(boxas, i, L_CLONE)) == NULL) { + boxaDestroy(&boxad); + return (BOXA *)ERROR_PTR("boxs not found", procName, NULL); + } + boxd = boxTransformOrdered(boxs, shiftx, shifty, scalex, scaley, + xcen, ycen, angle, order); + boxDestroy(&boxs); + boxaAddBox(boxad, boxd, L_INSERT); + } + + return boxad; +} + + +/*! + * \brief boxTransformOrdered() + * + * \param[in] boxs + * \param[in] shiftx + * \param[in] shifty + * \param[in] scalex + * \param[in] scaley + * \param[in] xcen, ycen center of rotation + * \param[in] angle in radians; clockwise is positive + * \param[in] order one of 6 combinations: L_TR_SC_RO, ... + * \return boxd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This allows a sequence of linear transforms, composed of
+ *          shift, scaling and rotation, where the order of the
+ *          transforms is specified.
+ *      (2) The rotation is taken about a point specified by (xcen, ycen).
+ *          Let the components of the vector from the center of rotation
+ *          to the box center be (xdif, ydif):
+ *            xdif = (bx + 0.5 * bw) - xcen
+ *            ydif = (by + 0.5 * bh) - ycen
+ *          Then the box center after rotation has new components:
+ *            bxcen = xcen + xdif * cosa + ydif * sina
+ *            bycen = ycen + ydif * cosa - xdif * sina
+ *          where cosa and sina are the cos and sin of the angle,
+ *          and the enclosing box for the rotated box has size:
+ *            rw = |bw * cosa| + |bh * sina|
+ *            rh = |bh * cosa| + |bw * sina|
+ *          where bw and bh are the unrotated width and height.
+ *          Then the box UL corner (rx, ry) is
+ *            rx = bxcen - 0.5 * rw
+ *            ry = bycen - 0.5 * rh
+ *      (3) The center of rotation specified by args %xcen and %ycen
+ *          is the point BEFORE any translation or scaling.  If the
+ *          rotation is not the first operation, this function finds
+ *          the actual center at the time of rotation.  It does this
+ *          by making the following assumptions:
+ *             (1) Any scaling is with respect to the UL corner, so
+ *                 that the center location scales accordingly.
+ *             (2) A translation does not affect the center of
+ *                 the image; it just moves the boxes.
+ *          We always use assumption (1).  However, assumption (2)
+ *          will be incorrect if the apparent translation is due
+ *          to a clipping operation that, in effect, moves the
+ *          origin of the image.  In that case, you should NOT use
+ *          these simple functions.  Instead, use the functions
+ *          in affinecompose.c, where the rotation center can be
+ *          computed from the actual clipping due to translation
+ *          of the image origin.
+ *
+ */ +BOX * +boxTransformOrdered(BOX *boxs, + l_int32 shiftx, + l_int32 shifty, + l_float32 scalex, + l_float32 scaley, + l_int32 xcen, + l_int32 ycen, + l_float32 angle, + l_int32 order) +{ +l_int32 bx, by, bw, bh, tx, ty, tw, th; +l_int32 xcent, ycent; /* transformed center of rotation due to scaling */ +l_float32 sina, cosa, xdif, ydif, rx, ry, rw, rh; +BOX *boxd; + + PROCNAME("boxTransformOrdered"); + + if (!boxs) + return (BOX *)ERROR_PTR("boxs not defined", procName, NULL); + if (order != L_TR_SC_RO && order != L_SC_RO_TR && order != L_RO_TR_SC && + order != L_TR_RO_SC && order != L_RO_SC_TR && order != L_SC_TR_RO) + return (BOX *)ERROR_PTR("order invalid", procName, NULL); + + boxGetGeometry(boxs, &bx, &by, &bw, &bh); + if (bw <= 0 || bh <= 0) /* invalid */ + return boxCreate(0, 0, 0, 0); + if (angle != 0.0) { + sina = sin(angle); + cosa = cos(angle); + } + + if (order == L_TR_SC_RO) { + tx = (l_int32)(scalex * (bx + shiftx) + 0.5); + ty = (l_int32)(scaley * (by + shifty) + 0.5); + tw = (l_int32)(L_MAX(1.0, scalex * bw + 0.5)); + th = (l_int32)(L_MAX(1.0, scaley * bh + 0.5)); + xcent = (l_int32)(scalex * xcen + 0.5); + ycent = (l_int32)(scaley * ycen + 0.5); + if (angle == 0.0) { + boxd = boxCreate(tx, ty, tw, th); + } else { + xdif = tx + 0.5 * tw - xcent; + ydif = ty + 0.5 * th - ycent; + rw = L_ABS(tw * cosa) + L_ABS(th * sina); + rh = L_ABS(th * cosa) + L_ABS(tw * sina); + rx = xcent + xdif * cosa - ydif * sina - 0.5 * rw; + ry = ycent + ydif * cosa + xdif * sina - 0.5 * rh; + boxd = boxCreate((l_int32)rx, (l_int32)ry, (l_int32)rw, + (l_int32)rh); + } + } else if (order == L_SC_TR_RO) { + tx = (l_int32)(scalex * bx + shiftx + 0.5); + ty = (l_int32)(scaley * by + shifty + 0.5); + tw = (l_int32)(L_MAX(1.0, scalex * bw + 0.5)); + th = (l_int32)(L_MAX(1.0, scaley * bh + 0.5)); + xcent = (l_int32)(scalex * xcen + 0.5); + ycent = (l_int32)(scaley * ycen + 0.5); + if (angle == 0.0) { + boxd = boxCreate(tx, ty, tw, th); + } else { + xdif = tx + 0.5 * tw - xcent; + ydif = ty + 0.5 * th - ycent; + rw = L_ABS(tw * cosa) + L_ABS(th * sina); + rh = L_ABS(th * cosa) + L_ABS(tw * sina); + rx = xcent + xdif * cosa - ydif * sina - 0.5 * rw; + ry = ycent + ydif * cosa + xdif * sina - 0.5 * rh; + boxd = boxCreate((l_int32)rx, (l_int32)ry, (l_int32)rw, + (l_int32)rh); + } + } else if (order == L_RO_TR_SC) { + if (angle == 0.0) { + rx = bx; + ry = by; + rw = bw; + rh = bh; + } else { + xdif = bx + 0.5 * bw - xcen; + ydif = by + 0.5 * bh - ycen; + rw = L_ABS(bw * cosa) + L_ABS(bh * sina); + rh = L_ABS(bh * cosa) + L_ABS(bw * sina); + rx = xcen + xdif * cosa - ydif * sina - 0.5 * rw; + ry = ycen + ydif * cosa + xdif * sina - 0.5 * rh; + } + tx = (l_int32)(scalex * (rx + shiftx) + 0.5); + ty = (l_int32)(scaley * (ry + shifty) + 0.5); + tw = (l_int32)(L_MAX(1.0, scalex * rw + 0.5)); + th = (l_int32)(L_MAX(1.0, scaley * rh + 0.5)); + boxd = boxCreate(tx, ty, tw, th); + } else if (order == L_RO_SC_TR) { + if (angle == 0.0) { + rx = bx; + ry = by; + rw = bw; + rh = bh; + } else { + xdif = bx + 0.5 * bw - xcen; + ydif = by + 0.5 * bh - ycen; + rw = L_ABS(bw * cosa) + L_ABS(bh * sina); + rh = L_ABS(bh * cosa) + L_ABS(bw * sina); + rx = xcen + xdif * cosa - ydif * sina - 0.5 * rw; + ry = ycen + ydif * cosa + xdif * sina - 0.5 * rh; + } + tx = (l_int32)(scalex * rx + shiftx + 0.5); + ty = (l_int32)(scaley * ry + shifty + 0.5); + tw = (l_int32)(L_MAX(1.0, scalex * rw + 0.5)); + th = (l_int32)(L_MAX(1.0, scaley * rh + 0.5)); + boxd = boxCreate(tx, ty, tw, th); + } else if (order == L_TR_RO_SC) { + tx = bx + shiftx; + ty = by + shifty; + if (angle == 0.0) { + rx = tx; + ry = ty; + rw = bw; + rh = bh; + } else { + xdif = tx + 0.5 * bw - xcen; + ydif = ty + 0.5 * bh - ycen; + rw = L_ABS(bw * cosa) + L_ABS(bh * sina); + rh = L_ABS(bh * cosa) + L_ABS(bw * sina); + rx = xcen + xdif * cosa - ydif * sina - 0.5 * rw; + ry = ycen + ydif * cosa + xdif * sina - 0.5 * rh; + } + tx = (l_int32)(scalex * rx + 0.5); + ty = (l_int32)(scaley * ry + 0.5); + tw = (l_int32)(L_MAX(1.0, scalex * rw + 0.5)); + th = (l_int32)(L_MAX(1.0, scaley * rh + 0.5)); + boxd = boxCreate(tx, ty, tw, th); + } else { /* order == L_SC_RO_TR) */ + tx = (l_int32)(scalex * bx + 0.5); + ty = (l_int32)(scaley * by + 0.5); + tw = (l_int32)(L_MAX(1.0, scalex * bw + 0.5)); + th = (l_int32)(L_MAX(1.0, scaley * bh + 0.5)); + xcent = (l_int32)(scalex * xcen + 0.5); + ycent = (l_int32)(scaley * ycen + 0.5); + if (angle == 0.0) { + rx = tx; + ry = ty; + rw = tw; + rh = th; + } else { + xdif = tx + 0.5 * tw - xcent; + ydif = ty + 0.5 * th - ycent; + rw = L_ABS(tw * cosa) + L_ABS(th * sina); + rh = L_ABS(th * cosa) + L_ABS(tw * sina); + rx = xcent + xdif * cosa - ydif * sina - 0.5 * rw; + ry = ycent + ydif * cosa + xdif * sina - 0.5 * rh; + } + tx = (l_int32)(rx + shiftx + 0.5); + ty = (l_int32)(ry + shifty + 0.5); + tw = (l_int32)(rw + 0.5); + th = (l_int32)(rh + 0.5); + boxd = boxCreate(tx, ty, tw, th); + } + + return boxd; +} + + +/*! + * \brief boxaRotateOrth() + * + * \param[in] boxas + * \param[in] w, h of image in which the boxa is embedded + * \param[in] rotation 0 = noop, 1 = 90 deg, 2 = 180 deg, 3 = 270 deg; + * all rotations are clockwise + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) See boxRotateOrth() for details.
+ *
+ */ +BOXA * +boxaRotateOrth(BOXA *boxas, + l_int32 w, + l_int32 h, + l_int32 rotation) +{ +l_int32 i, n; +BOX *boxs, *boxd; +BOXA *boxad; + + PROCNAME("boxaRotateOrth"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (rotation < 0 || rotation > 3) + return (BOXA *)ERROR_PTR("rotation not in {0,1,2,3}", procName, NULL); + if (rotation == 0) + return boxaCopy(boxas, L_COPY); + + n = boxaGetCount(boxas); + if ((boxad = boxaCreate(n)) == NULL) + return (BOXA *)ERROR_PTR("boxad not made", procName, NULL); + for (i = 0; i < n; i++) { + if ((boxs = boxaGetBox(boxas, i, L_CLONE)) == NULL) { + boxaDestroy(&boxad); + return (BOXA *)ERROR_PTR("boxs not found", procName, NULL); + } + boxd = boxRotateOrth(boxs, w, h, rotation); + boxDestroy(&boxs); + boxaAddBox(boxad, boxd, L_INSERT); + } + + return boxad; +} + + +/*! + * \brief boxRotateOrth() + * + * \param[in] box + * \param[in] w, h of image in which the box is embedded + * \param[in] rotation 0 = noop, 1 = 90 deg, 2 = 180 deg, 3 = 270 deg; + * all rotations are clockwise + * \return boxd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Rotate the image with the embedded box by the specified amount.
+ *      (2) After rotation, the rotated box is always measured with
+ *          respect to the UL corner of the image.
+ *
+ */ +BOX * +boxRotateOrth(BOX *box, + l_int32 w, + l_int32 h, + l_int32 rotation) +{ +l_int32 bx, by, bw, bh, xdist, ydist; + + PROCNAME("boxRotateOrth"); + + if (!box) + return (BOX *)ERROR_PTR("box not defined", procName, NULL); + if (rotation < 0 || rotation > 3) + return (BOX *)ERROR_PTR("rotation not in {0,1,2,3}", procName, NULL); + if (rotation == 0) + return boxCopy(box); + + boxGetGeometry(box, &bx, &by, &bw, &bh); + if (bw <= 0 || bh <= 0) /* invalid */ + return boxCreate(0, 0, 0, 0); + ydist = h - by - bh; /* below box */ + xdist = w - bx - bw; /* to right of box */ + if (rotation == 1) /* 90 deg cw */ + return boxCreate(ydist, bx, bh, bw); + else if (rotation == 2) /* 180 deg cw */ + return boxCreate(xdist, ydist, bw, bh); + else /* rotation == 3, 270 deg cw */ + return boxCreate(by, xdist, bh, bw); +} + + +/*! + * \brief boxaShiftWithPta() + * + * \param[in] boxas + * \param[in] pta aligned with the boxes; determines shift amount + * \param[in] dir +1 to shift by the values in pta; -1 to shift + * by the negative of the values in the pta. + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) In use, %pta may come from the UL corners of of a boxa, each
+ *          of whose boxes contains the corresponding box of %boxas
+ *          within it.  The output %boxad is then a boxa in the (global)
+ *          coordinates of the containing boxa.  So the input %pta
+ *          could come from boxaExtractCorners().
+ *      (2) The operations with %dir == 1 and %dir == -1 are inverses if
+ *          called in order (1, -1).  Starting with an input boxa and
+ *          calling twice with these values of %dir results in a boxa
+ *          identical to the input.  However, because box parameters can
+ *          never be negative, calling in the order (-1, 1) may result
+ *          in clipping at the left side and the top.
+ *
+ */ +BOXA * +boxaShiftWithPta(BOXA *boxas, + PTA *pta, + l_int32 dir) +{ +l_int32 i, n, x, y, full; +BOX *box1, *box2; +BOXA *boxad; + + PROCNAME("boxaShiftWithPta"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + boxaIsFull(boxas, &full); + if (!full) + return (BOXA *)ERROR_PTR("boxas not full", procName, NULL); + if (!pta) + return (BOXA *)ERROR_PTR("pta not defined", procName, NULL); + if (dir != 1 && dir != -1) + return (BOXA *)ERROR_PTR("invalid dir", procName, NULL); + n = boxaGetCount(boxas); + if (n != ptaGetCount(pta)) + return (BOXA *)ERROR_PTR("boxas and pta not same size", procName, NULL); + + if ((boxad = boxaCreate(n)) == NULL) + return (BOXA *)ERROR_PTR("boxad not made", procName, NULL); + for (i = 0; i < n; i++) { + box1 = boxaGetBox(boxas, i, L_COPY); + ptaGetIPt(pta, i, &x, &y); + box2 = boxTransform(box1, dir * x, dir * y, 1.0, 1.0); + boxaAddBox(boxad, box2, L_INSERT); + boxDestroy(&box1); + } + return boxad; +} + + +/*---------------------------------------------------------------------* + * Boxa sort * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaSort() + * + * \param[in] boxas + * \param[in] sorttype L_SORT_BY_X, L_SORT_BY_Y, + * L_SORT_BY_RIGHT, L_SORT_BY_BOT, + * L_SORT_BY_WIDTH, L_SORT_BY_HEIGHT, + * L_SORT_BY_MIN_DIMENSION, L_SORT_BY_MAX_DIMENSION, + * L_SORT_BY_PERIMETER, L_SORT_BY_AREA, + * L_SORT_BY_ASPECT_RATIO + * \param[in] sortorder L_SORT_INCREASING, L_SORT_DECREASING + * \param[out] pnaindex [optional] index of sorted order into + * original array + * \return boxad sorted version of boxas, or NULL on error + * + * 
+ * Notes:
+ *      (1) An empty boxa returns a copy, with a warning.
+ *
+ */ +BOXA * +boxaSort(BOXA *boxas, + l_int32 sorttype, + l_int32 sortorder, + NUMA **pnaindex) +{ +l_int32 i, n, x, y, w, h, size; +BOXA *boxad; +NUMA *na, *naindex; + + PROCNAME("boxaSort"); + + if (pnaindex) *pnaindex = NULL; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if ((n = boxaGetCount(boxas)) == 0) { + L_WARNING("boxas is empty\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (sorttype != L_SORT_BY_X && sorttype != L_SORT_BY_Y && + sorttype != L_SORT_BY_RIGHT && sorttype != L_SORT_BY_BOT && + sorttype != L_SORT_BY_WIDTH && sorttype != L_SORT_BY_HEIGHT && + sorttype != L_SORT_BY_MIN_DIMENSION && + sorttype != L_SORT_BY_MAX_DIMENSION && + sorttype != L_SORT_BY_PERIMETER && + sorttype != L_SORT_BY_AREA && + sorttype != L_SORT_BY_ASPECT_RATIO) + return (BOXA *)ERROR_PTR("invalid sort type", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (BOXA *)ERROR_PTR("invalid sort order", procName, NULL); + + /* Use O(n) binsort if possible */ + if (n > MinCompsForBinSort && + ((sorttype == L_SORT_BY_X) || (sorttype == L_SORT_BY_Y) || + (sorttype == L_SORT_BY_WIDTH) || (sorttype == L_SORT_BY_HEIGHT) || + (sorttype == L_SORT_BY_PERIMETER))) + return boxaBinSort(boxas, sorttype, sortorder, pnaindex); + + /* Build up numa of specific data */ + if ((na = numaCreate(n)) == NULL) + return (BOXA *)ERROR_PTR("na not made", procName, NULL); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxas, i, &x, &y, &w, &h); + switch (sorttype) + { + case L_SORT_BY_X: + numaAddNumber(na, x); + break; + case L_SORT_BY_Y: + numaAddNumber(na, y); + break; + case L_SORT_BY_RIGHT: + numaAddNumber(na, x + w - 1); + break; + case L_SORT_BY_BOT: + numaAddNumber(na, y + h - 1); + break; + case L_SORT_BY_WIDTH: + numaAddNumber(na, w); + break; + case L_SORT_BY_HEIGHT: + numaAddNumber(na, h); + break; + case L_SORT_BY_MIN_DIMENSION: + size = L_MIN(w, h); + numaAddNumber(na, size); + break; + case L_SORT_BY_MAX_DIMENSION: + size = L_MAX(w, h); + numaAddNumber(na, size); + break; + case L_SORT_BY_PERIMETER: + size = w + h; + numaAddNumber(na, size); + break; + case L_SORT_BY_AREA: + size = w * h; + numaAddNumber(na, size); + break; + case L_SORT_BY_ASPECT_RATIO: + numaAddNumber(na, (l_float32)w / (l_float32)h); + break; + default: + L_WARNING("invalid sort type\n", procName); + } + } + + /* Get the sort index for data array */ + naindex = numaGetSortIndex(na, sortorder); + numaDestroy(&na); + if (!naindex) + return (BOXA *)ERROR_PTR("naindex not made", procName, NULL); + + /* Build up sorted boxa using sort index */ + boxad = boxaSortByIndex(boxas, naindex); + + if (pnaindex) + *pnaindex = naindex; + else + numaDestroy(&naindex); + return boxad; +} + + +/*! + * \brief boxaBinSort() + * + * \param[in] boxas + * \param[in] sorttype L_SORT_BY_X, L_SORT_BY_Y, L_SORT_BY_WIDTH, + * L_SORT_BY_HEIGHT, L_SORT_BY_PERIMETER + * \param[in] sortorder L_SORT_INCREASING, L_SORT_DECREASING + * \param[out] pnaindex [optional] index of sorted order into + * original array + * \return boxad sorted version of boxas, or NULL on error + * + * 
+ * Notes:
+ *      (1) For a large number of boxes (say, greater than 1000), this
+ *          O(n) binsort is much faster than the O(nlogn) shellsort.
+ *          For 5000 components, this is over 20x faster than boxaSort().
+ *      (2) Consequently, boxaSort() calls this function if it will
+ *          likely go much faster.
+ *
+ */ +BOXA * +boxaBinSort(BOXA *boxas, + l_int32 sorttype, + l_int32 sortorder, + NUMA **pnaindex) +{ +l_int32 i, n, x, y, w, h; +BOXA *boxad; +NUMA *na, *naindex; + + PROCNAME("boxaBinSort"); + + if (pnaindex) *pnaindex = NULL; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if ((n = boxaGetCount(boxas)) == 0) { + L_WARNING("boxas is empty\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (sorttype != L_SORT_BY_X && sorttype != L_SORT_BY_Y && + sorttype != L_SORT_BY_WIDTH && sorttype != L_SORT_BY_HEIGHT && + sorttype != L_SORT_BY_PERIMETER) + return (BOXA *)ERROR_PTR("invalid sort type", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (BOXA *)ERROR_PTR("invalid sort order", procName, NULL); + + /* Generate Numa of appropriate box dimensions */ + if ((na = numaCreate(n)) == NULL) + return (BOXA *)ERROR_PTR("na not made", procName, NULL); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxas, i, &x, &y, &w, &h); + switch (sorttype) + { + case L_SORT_BY_X: + numaAddNumber(na, x); + break; + case L_SORT_BY_Y: + numaAddNumber(na, y); + break; + case L_SORT_BY_WIDTH: + numaAddNumber(na, w); + break; + case L_SORT_BY_HEIGHT: + numaAddNumber(na, h); + break; + case L_SORT_BY_PERIMETER: + numaAddNumber(na, w + h); + break; + default: + L_WARNING("invalid sort type\n", procName); + } + } + + /* Get the sort index for data array */ + naindex = numaGetBinSortIndex(na, sortorder); + numaDestroy(&na); + if (!naindex) + return (BOXA *)ERROR_PTR("naindex not made", procName, NULL); + + /* Build up sorted boxa using the sort index */ + boxad = boxaSortByIndex(boxas, naindex); + + if (pnaindex) + *pnaindex = naindex; + else + numaDestroy(&naindex); + return boxad; +} + + +/*! + * \brief boxaSortByIndex() + * + * \param[in] boxas + * \param[in] naindex na that maps from the new boxa to the input boxa + * \return boxad sorted, or NULL on error + */ +BOXA * +boxaSortByIndex(BOXA *boxas, + NUMA *naindex) +{ +l_int32 i, n, index; +BOX *box; +BOXA *boxad; + + PROCNAME("boxaSortByIndex"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if ((n = boxaGetCount(boxas)) == 0) { + L_WARNING("boxas is empty\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (!naindex) + return (BOXA *)ERROR_PTR("naindex not defined", procName, NULL); + + boxad = boxaCreate(n); + for (i = 0; i < n; i++) { + numaGetIValue(naindex, i, &index); + box = boxaGetBox(boxas, index, L_COPY); + boxaAddBox(boxad, box, L_INSERT); + } + + return boxad; +} + + +/*! + * \brief boxaSort2d() + * + * \param[in] boxas + * \param[out] pnaad [optional] numaa with sorted indices + * whose values are the indices of the input array + * \param[in] delta1 min separation that permits aggregation of a box + * onto a boxa of horizontally-aligned boxes; pass 1 + * \param[in] delta2 min separation that permits aggregation of a box + * onto a boxa of horizontally-aligned boxes; pass 2 + * \param[in] minh1 components less than this height either join an + * existing boxa or are set aside for pass 2 + * \return baa 2d sorted version of boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) The final result is a sort where the 'fast scan' direction is
+ *          left to right, and the 'slow scan' direction is from top
+ *          to bottom.  Each boxa in the baa represents a sorted set
+ *          of boxes from left to right.
+ *      (2) Three passes are used to aggregate the boxas, which can correspond
+ *          to characters or words in a line of text.  In pass 1, only
+ *          taller components, which correspond to xheight or larger,
+ *          are permitted to start a new boxa.  In pass 2, the remaining
+ *          vertically-challenged components are allowed to join an
+ *          existing boxa or start a new one.  In pass 3, boxa whose extent
+ *          is overlapping are joined.  After that, the boxes in each
+ *          boxa are sorted horizontally, and finally the boxa are
+ *          sorted vertically.
+ *      (3) If %delta1 > 0, the first pass allows aggregation when
+ *          boxes in the same boxa do not overlap vertically.  In fact,
+ *          %delta1 is the max distance by which they can miss and still
+ *          be aggregated.  If %delta1 < 0, the box must have vertical
+ *          overlap of at least abs(%delta1) with the boxa before it
+ *          can be merged.  Similar for delta2 on the second pass.
+ *      (4) On the first pass, any component of height less than minh1
+ *          cannot start a new boxa; it's put aside for later insertion.
+ *      (5) On the second pass, any small component that doesn't align
+ *          with an existing boxa can start a new one.
+ *      (6) This can be used to identify lines of text from
+ *          character or word bounding boxes.
+ *      (7) Typical values for the input parameters on 300 ppi text are:
+ *                 delta1 ~ 0
+ *                 delta2 ~ 0
+ *                 minh1 ~ 5
+ *
+ */ +BOXAA * +boxaSort2d(BOXA *boxas, + NUMAA **pnaad, + l_int32 delta1, + l_int32 delta2, + l_int32 minh1) +{ +l_int32 i, index, h, nt, ne, n, m, ival; +BOX *box; +BOXA *boxa, *boxae, *boxan, *boxa1, *boxa2, *boxa3, *boxav, *boxavs; +BOXAA *baa, *baa1, *baad; +NUMA *naindex, *nae, *nan, *nah, *nav, *na1, *na2, *nad, *namap; +NUMAA *naa, *naa1, *naad; + + PROCNAME("boxaSort2d"); + + if (pnaad) *pnaad = NULL; + if (!boxas) + return (BOXAA *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxaGetCount(boxas) == 0) + return (BOXAA *)ERROR_PTR("boxas is empty", procName, NULL); + + /* Sort from left to right */ + if ((boxa = boxaSort(boxas, L_SORT_BY_X, L_SORT_INCREASING, &naindex)) + == NULL) + return (BOXAA *)ERROR_PTR("boxa not made", procName, NULL); + + /* First pass: assign taller boxes to boxa by row */ + nt = boxaGetCount(boxa); + baa = boxaaCreate(0); + naa = numaaCreate(0); + boxae = boxaCreate(0); /* save small height boxes here */ + nae = numaCreate(0); /* keep track of small height boxes */ + for (i = 0; i < nt; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + boxGetGeometry(box, NULL, NULL, NULL, &h); + if (h < minh1) { /* save for 2nd pass */ + boxaAddBox(boxae, box, L_INSERT); + numaAddNumber(nae, i); + } else { + n = boxaaGetCount(baa); + boxaaAlignBox(baa, box, delta1, &index); + if (index < n) { /* append to an existing boxa */ + boxaaAddBox(baa, index, box, L_INSERT); + } else { /* doesn't align, need new boxa */ + boxan = boxaCreate(0); + boxaAddBox(boxan, box, L_INSERT); + boxaaAddBoxa(baa, boxan, L_INSERT); + nan = numaCreate(0); + numaaAddNuma(naa, nan, L_INSERT); + } + numaGetIValue(naindex, i, &ival); + numaaAddNumber(naa, index, ival); + } + } + boxaDestroy(&boxa); + numaDestroy(&naindex); + + /* Second pass: feed in small height boxes */ + ne = boxaGetCount(boxae); + for (i = 0; i < ne; i++) { + box = boxaGetBox(boxae, i, L_CLONE); + n = boxaaGetCount(baa); + boxaaAlignBox(baa, box, delta2, &index); + if (index < n) { /* append to an existing boxa */ + boxaaAddBox(baa, index, box, L_INSERT); + } else { /* doesn't align, need new boxa */ + boxan = boxaCreate(0); + boxaAddBox(boxan, box, L_INSERT); + boxaaAddBoxa(baa, boxan, L_INSERT); + nan = numaCreate(0); + numaaAddNuma(naa, nan, L_INSERT); + } + numaGetIValue(nae, i, &ival); /* location in original boxas */ + numaaAddNumber(naa, index, ival); + } + + /* Third pass: merge some boxa whose extent is overlapping. + * Think of these boxa as text lines, where the bounding boxes + * of the text lines can overlap, but likely won't have + * a huge overlap. + * First do a greedy find of pairs of overlapping boxa, where + * the two boxa overlap by at least 50% of the smaller, and + * the smaller is not more than half the area of the larger. + * For such pairs, call the larger one the primary boxa. The + * boxes in the smaller one are appended to those in the primary + * in pass 3a, and the primaries are extracted in pass 3b. + * In this way, all boxes in the original baa are saved. */ + n = boxaaGetCount(baa); + boxaaGetExtent(baa, NULL, NULL, NULL, &boxa3); + boxa1 = boxaHandleOverlaps(boxa3, L_REMOVE_SMALL, 1000, 0.5, 0.5, &namap); + boxaDestroy(&boxa1); + boxaDestroy(&boxa3); + for (i = 0; i < n; i++) { /* Pass 3a: join selected copies of boxa */ + numaGetIValue(namap, i, &ival); + if (ival >= 0) { /* join current to primary boxa[ival] */ + boxa1 = boxaaGetBoxa(baa, i, L_COPY); + boxa2 = boxaaGetBoxa(baa, ival, L_CLONE); + boxaJoin(boxa2, boxa1, 0, -1); + boxaDestroy(&boxa2); + boxaDestroy(&boxa1); + na1 = numaaGetNuma(naa, i, L_COPY); + na2 = numaaGetNuma(naa, ival, L_CLONE); + numaJoin(na2, na1, 0, -1); + numaDestroy(&na1); + numaDestroy(&na2); + } + } + baa1 = boxaaCreate(n); + naa1 = numaaCreate(n); + for (i = 0; i < n; i++) { /* Pass 3b: save primary boxa */ + numaGetIValue(namap, i, &ival); + if (ival == -1) { + boxa1 = boxaaGetBoxa(baa, i, L_CLONE); + boxaaAddBoxa(baa1, boxa1, L_INSERT); + na1 = numaaGetNuma(naa, i, L_CLONE); + numaaAddNuma(naa1, na1, L_INSERT); + } + } + numaDestroy(&namap); + boxaaDestroy(&baa); + baa = baa1; + numaaDestroy(&naa); + naa = naa1; + + /* Sort the boxes in each boxa horizontally */ + m = boxaaGetCount(baa); + for (i = 0; i < m; i++) { + boxa1 = boxaaGetBoxa(baa, i, L_CLONE); + boxa2 = boxaSort(boxa1, L_SORT_BY_X, L_SORT_INCREASING, &nah); + boxaaReplaceBoxa(baa, i, boxa2); + na1 = numaaGetNuma(naa, i, L_CLONE); + na2 = numaSortByIndex(na1, nah); + numaaReplaceNuma(naa, i, na2); + boxaDestroy(&boxa1); + numaDestroy(&na1); + numaDestroy(&nah); + } + + /* Sort the boxa vertically within boxaa, using the first box + * in each boxa. */ + m = boxaaGetCount(baa); + boxav = boxaCreate(m); /* holds first box in each boxa in baa */ + naad = numaaCreate(m); + if (pnaad) + *pnaad = naad; + baad = boxaaCreate(m); + for (i = 0; i < m; i++) { + boxa1 = boxaaGetBoxa(baa, i, L_CLONE); + box = boxaGetBox(boxa1, 0, L_CLONE); + boxaAddBox(boxav, box, L_INSERT); + boxaDestroy(&boxa1); + } + boxavs = boxaSort(boxav, L_SORT_BY_Y, L_SORT_INCREASING, &nav); + for (i = 0; i < m; i++) { + numaGetIValue(nav, i, &index); + boxa = boxaaGetBoxa(baa, index, L_CLONE); + boxaaAddBoxa(baad, boxa, L_INSERT); + nad = numaaGetNuma(naa, index, L_CLONE); + numaaAddNuma(naad, nad, L_INSERT); + } + + +/* fprintf(stderr, "box count = %d, numaa count = %d\n", nt, + numaaGetNumberCount(naad)); */ + + boxaaDestroy(&baa); + boxaDestroy(&boxav); + boxaDestroy(&boxavs); + boxaDestroy(&boxae); + numaDestroy(&nav); + numaDestroy(&nae); + numaaDestroy(&naa); + if (!pnaad) + numaaDestroy(&naad); + + return baad; +} + + +/*! + * \brief boxaSort2dByIndex() + * + * \param[in] boxas + * \param[in] naa numaa that maps from the new baa to the input boxa + * \return baa sorted boxaa, or NULL on error + */ +BOXAA * +boxaSort2dByIndex(BOXA *boxas, + NUMAA *naa) +{ +l_int32 ntot, boxtot, i, j, n, nn, index; +BOX *box; +BOXA *boxa; +BOXAA *baa; +NUMA *na; + + PROCNAME("boxaSort2dByIndex"); + + if (!boxas) + return (BOXAA *)ERROR_PTR("boxas not defined", procName, NULL); + if ((boxtot = boxaGetCount(boxas)) == 0) + return (BOXAA *)ERROR_PTR("boxas is empty", procName, NULL); + if (!naa) + return (BOXAA *)ERROR_PTR("naindex not defined", procName, NULL); + + /* Check counts */ + ntot = numaaGetNumberCount(naa); + if (ntot != boxtot) + return (BOXAA *)ERROR_PTR("element count mismatch", procName, NULL); + + n = numaaGetCount(naa); + baa = boxaaCreate(n); + for (i = 0; i < n; i++) { + na = numaaGetNuma(naa, i, L_CLONE); + nn = numaGetCount(na); + boxa = boxaCreate(nn); + for (j = 0; j < nn; j++) { + numaGetIValue(na, i, &index); + box = boxaGetBox(boxas, index, L_COPY); + boxaAddBox(boxa, box, L_INSERT); + } + boxaaAddBoxa(baa, boxa, L_INSERT); + numaDestroy(&na); + } + + return baa; +} + + +/*---------------------------------------------------------------------* + * Boxa array extraction * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaExtractAsNuma() + * + * \param[in] boxa + * \param[out] pnal [optional] array of left locations + * \param[out] pnat [optional] array of top locations + * \param[out] pnar [optional] array of right locations + * \param[out] pnab [optional] array of bottom locations + * \param[out] pnaw [optional] array of widths + * \param[out] pnah [optional] array of heights + * \param[in] keepinvalid 1 to keep invalid boxes; 0 to remove them + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If you are counting or sorting values, such as determining
+ *          rank order, you must remove invalid boxes.
+ *      (2) If you are parametrizing the values, or doing an evaluation
+ *          where the position in the boxa sequence is important, you
+ *          must replace the invalid boxes with valid ones before
+ *          doing the extraction. This is easily done with boxaFillSequence().
+ *
+ */ +l_ok +boxaExtractAsNuma(BOXA *boxa, + NUMA **pnal, + NUMA **pnat, + NUMA **pnar, + NUMA **pnab, + NUMA **pnaw, + NUMA **pnah, + l_int32 keepinvalid) +{ +l_int32 i, n, left, top, right, bot, w, h; + + PROCNAME("boxaExtractAsNuma"); + + if (!pnal && !pnat && !pnar && !pnab && !pnaw && !pnah) + return ERROR_INT("no output requested", procName, 1); + if (pnal) *pnal = NULL; + if (pnat) *pnat = NULL; + if (pnar) *pnar = NULL; + if (pnab) *pnab = NULL; + if (pnaw) *pnaw = NULL; + if (pnah) *pnah = NULL; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (!keepinvalid && boxaGetValidCount(boxa) == 0) + return ERROR_INT("no valid boxes", procName, 1); + + n = boxaGetCount(boxa); + if (pnal) *pnal = numaCreate(n); + if (pnat) *pnat = numaCreate(n); + if (pnar) *pnar = numaCreate(n); + if (pnab) *pnab = numaCreate(n); + if (pnaw) *pnaw = numaCreate(n); + if (pnah) *pnah = numaCreate(n); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, &left, &top, &w, &h); + if (!keepinvalid && (w <= 0 || h <= 0)) + continue; + right = left + w - 1; + bot = top + h - 1; + if (pnal) numaAddNumber(*pnal, left); + if (pnat) numaAddNumber(*pnat, top); + if (pnar) numaAddNumber(*pnar, right); + if (pnab) numaAddNumber(*pnab, bot); + if (pnaw) numaAddNumber(*pnaw, w); + if (pnah) numaAddNumber(*pnah, h); + } + + return 0; +} + + +/*! + * \brief boxaExtractAsPta() + * + * \param[in] boxa + * \param[out] pptal [optional] array of left locations vs. index + * \param[out] pptat [optional] array of top locations vs. index + * \param[out] pptar [optional] array of right locations vs. index + * \param[out] pptab [optional] array of bottom locations vs. index + * \param[out] pptaw [optional] array of widths vs. index + * \param[out] pptah [optional] array of heights vs. index + * \param[in] keepinvalid 1 to keep invalid boxes; 0 to remove them + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) For most applications, such as counting, sorting, fitting
+ *          to some parametrized form, plotting or filtering in general,
+ *          you should remove the invalid boxes.  Each pta saves the
+ *          box index in the x array, so replacing invalid boxes by
+ *          filling with boxaFillSequence(), which is required for
+ *          boxaExtractAsNuma(), is not necessary.
+ *      (2) If invalid boxes are retained, each one will result in
+ *          entries (typically 0) in all selected output pta.
+ *      (3) Other boxa --> pta functions are:
+ *          * boxaExtractCorners(): extracts any of the four corners as a pta.
+ *          * boxaConvertToPta(): extracts sufficient number of corners
+ *            to allow reconstruction of the original boxa from the pta.
+ *
+ */ +l_ok +boxaExtractAsPta(BOXA *boxa, + PTA **pptal, + PTA **pptat, + PTA **pptar, + PTA **pptab, + PTA **pptaw, + PTA **pptah, + l_int32 keepinvalid) +{ +l_int32 i, n, left, top, right, bot, w, h; + + PROCNAME("boxaExtractAsPta"); + + if (!pptal && !pptar && !pptat && !pptab && !pptaw && !pptah) + return ERROR_INT("no output requested", procName, 1); + if (pptal) *pptal = NULL; + if (pptat) *pptat = NULL; + if (pptar) *pptar = NULL; + if (pptab) *pptab = NULL; + if (pptaw) *pptaw = NULL; + if (pptah) *pptah = NULL; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (!keepinvalid && boxaGetValidCount(boxa) == 0) + return ERROR_INT("no valid boxes", procName, 1); + + n = boxaGetCount(boxa); + if (pptal) *pptal = ptaCreate(n); + if (pptat) *pptat = ptaCreate(n); + if (pptar) *pptar = ptaCreate(n); + if (pptab) *pptab = ptaCreate(n); + if (pptaw) *pptaw = ptaCreate(n); + if (pptah) *pptah = ptaCreate(n); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, &left, &top, &w, &h); + if (!keepinvalid && (w <= 0 || h <= 0)) + continue; + right = left + w - 1; + bot = top + h - 1; + if (pptal) ptaAddPt(*pptal, i, left); + if (pptat) ptaAddPt(*pptat, i, top); + if (pptar) ptaAddPt(*pptar, i, right); + if (pptab) ptaAddPt(*pptab, i, bot); + if (pptaw) ptaAddPt(*pptaw, i, w); + if (pptah) ptaAddPt(*pptah, i, h); + } + + return 0; +} + + +/*! + * \brief boxaExtractCorners() + * + * \param[in] boxa + * \param[in] corner L_UPPER_LEFT, L_UPPER_RIGHT, L_LOWER_LEFT, + * L_LOWER_RIGHT + * \return pta of corner coordinates, or NULL on error + * + * 
+ * Notes:
+ *      (1) Extracts (0,0) for invalid boxes.
+ *      (2) Other boxa --> pta functions are:
+ *          * boxaExtractAsPta(): allows extraction of any dimension
+ *            and/or side location, with each in a separate pta.
+ *          * boxaConvertToPta(): extracts sufficient number of corners
+ *            to allow reconstruction of the original boxa from the pta.
+ *
+ */ +PTA * +boxaExtractCorners(BOXA *boxa, + l_int32 corner) +{ +l_int32 i, n, left, top, right, bot, w, h; +PTA *pta; + + PROCNAME("boxaExtractCorners"); + + if (!boxa) + return (PTA *)ERROR_PTR("boxa not defined", procName, NULL); + if (corner != L_UPPER_LEFT && corner != L_UPPER_RIGHT && + corner != L_LOWER_LEFT && corner != L_LOWER_RIGHT) + return (PTA *)ERROR_PTR("invalid corner", procName, NULL); + + n = boxaGetCount(boxa); + if ((pta = ptaCreate(n)) == NULL) + return (PTA *)ERROR_PTR("pta not made", procName, NULL); + + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, &left, &top, &w, &h); + right = left + w - 1; + bot = top + h - 1; + if (w == 0 || h == 0) { /* invalid */ + left = 0; + top = 0; + right = 0; + bot = 0; + } + if (corner == L_UPPER_LEFT) + ptaAddPt(pta, left, top); + else if (corner == L_UPPER_RIGHT) + ptaAddPt(pta, right, top); + else if (corner == L_LOWER_LEFT) + ptaAddPt(pta, left, bot); + else if (corner == L_LOWER_RIGHT) + ptaAddPt(pta, right, bot); + } + + return pta; +} + + +/*---------------------------------------------------------------------* + * Boxa statistics * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaGetRankVals() + * + * \param[in] boxa + * \param[in] fract use 0.0 for smallest, 1.0 for largest width and height + * \param[out] px [optional] rank value of x (left side) + * \param[out] py [optional] rank value of y (top side) + * \param[out] pr [optional] rank value of right side + * \param[out] pb [optional] rank value of bottom side + * \param[out] pw [optional] rank value of width + * \param[out] ph [optional] rank value of height + * \return 0 if OK, 1 on error or if the boxa is empty or has no valid boxes + * + * 
+ * Notes:
+ *      (1) This function does not assume that all boxes in the boxa are valid
+ *      (2) The six box parameters are sorted independently.
+ *          For rank order, the width and height are sorted in increasing
+ *          order.  But what does it mean to sort x and y in "rank order"?
+ *          If the boxes are of comparable size and somewhat
+ *          aligned (e.g., from multiple images), it makes some sense
+ *          to give a "rank order" for x and y by sorting them in
+ *          decreasing order.  (By the same argument, we choose to sort
+ *          the r and b sides in increasing order.)  In general, the
+ *          interpretation of a rank order on x and y (or on r and b)
+ *          is highly application dependent.  In summary:
+ *             ~ x and y are sorted in decreasing order
+ *             ~ r and b are sorted in increasing order
+ *             ~ w and h are sorted in increasing order
+ *
+ */ +l_ok +boxaGetRankVals(BOXA *boxa, + l_float32 fract, + l_int32 *px, + l_int32 *py, + l_int32 *pr, + l_int32 *pb, + l_int32 *pw, + l_int32 *ph) +{ +l_float32 xval, yval, rval, bval, wval, hval; +NUMA *nax, *nay, *nar, *nab, *naw, *nah; + + PROCNAME("boxaGetRankVals"); + + if (px) *px = 0; + if (py) *py = 0; + if (pr) *pr = 0; + if (pb) *pb = 0; + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (fract < 0.0 || fract > 1.0) + return ERROR_INT("fract not in [0.0 ... 1.0]", procName, 1); + if (boxaGetValidCount(boxa) == 0) + return ERROR_INT("no valid boxes in boxa", procName, 1); + + /* Use only the valid boxes */ + boxaExtractAsNuma(boxa, &nax, &nay, &nar, &nab, &naw, &nah, 0); + + if (px) { + numaGetRankValue(nax, 1.0 - fract, NULL, 1, &xval); + *px = (l_int32)xval; + } + if (py) { + numaGetRankValue(nay, 1.0 - fract, NULL, 1, &yval); + *py = (l_int32)yval; + } + if (pr) { + numaGetRankValue(nar, fract, NULL, 1, &rval); + *pr = (l_int32)rval; + } + if (pb) { + numaGetRankValue(nab, fract, NULL, 1, &bval); + *pb = (l_int32)bval; + } + if (pw) { + numaGetRankValue(naw, fract, NULL, 1, &wval); + *pw = (l_int32)wval; + } + if (ph) { + numaGetRankValue(nah, fract, NULL, 1, &hval); + *ph = (l_int32)hval; + } + numaDestroy(&nax); + numaDestroy(&nay); + numaDestroy(&nar); + numaDestroy(&nab); + numaDestroy(&naw); + numaDestroy(&nah); + return 0; +} + + +/*! + * \brief boxaGetMedianVals() + * + * \param[in] boxa + * \param[out] px [optional] median value of x (left side) + * \param[out] py [optional] median value of y (top side) + * \param[out] pr [optional] median value of right side + * \param[out] pb [optional] median value of bottom side + * \param[out] pw [optional] median value of width + * \param[out] ph [optional] median value of height + * \return 0 if OK, 1 on error or if the boxa is empty or has no valid boxes + * + * 
+ * Notes:
+ *      (1) See boxaGetRankVals()
+ *
+ */ +l_ok +boxaGetMedianVals(BOXA *boxa, + l_int32 *px, + l_int32 *py, + l_int32 *pr, + l_int32 *pb, + l_int32 *pw, + l_int32 *ph) +{ + PROCNAME("boxaGetMedianVals"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (boxaGetValidCount(boxa) == 0) + return ERROR_INT("no valid boxes in boxa", procName, 1); + + return boxaGetRankVals(boxa, 0.5, px, py, pr, pb, pw, ph); +} + + +/*! + * \brief boxaGetAverageSize() + * + * \param[in] boxa + * \param[out] pw [optional] average width + * \param[out] ph [optional] average height + * \return 0 if OK, 1 on error or if the boxa is empty + */ +l_ok +boxaGetAverageSize(BOXA *boxa, + l_float32 *pw, + l_float32 *ph) +{ +l_int32 i, n, bw, bh; +l_float32 sumw, sumh; + + PROCNAME("boxaGetAverageSize"); + + if (pw) *pw = 0.0; + if (ph) *ph = 0.0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if ((n = boxaGetCount(boxa)) == 0) + return ERROR_INT("boxa is empty", procName, 1); + + sumw = sumh = 0.0; + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, NULL, NULL, &bw, &bh); + sumw += bw; + sumh += bh; + } + + if (pw) *pw = sumw / n; + if (ph) *ph = sumh / n; + return 0; +} + + +/*---------------------------------------------------------------------* + * Other Boxaa functions * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaaGetExtent() + * + * \param[in] baa + * \param[out] pw [optional] width + * \param[out] ph [optional] height + * \param[out] pbox [optional] minimum box containing all boxa + * in boxaa + * \param[out] pboxa [optional] boxa containing all boxes in each + * boxa in the boxaa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The returned w and h are the minimum size image
+ *          that would contain all boxes untranslated.
+ *      (2) Each box in the returned boxa is the minimum box required to
+ *          hold all the boxes in the respective boxa of baa.
+ *      (3) If there are no valid boxes in a boxa, the box corresponding
+ *          to its extent has all fields set to 0 (an invalid box).
+ *
+ */ +l_ok +boxaaGetExtent(BOXAA *baa, + l_int32 *pw, + l_int32 *ph, + BOX **pbox, + BOXA **pboxa) +{ +l_int32 i, n, x, y, w, h, xmax, ymax, xmin, ymin, found; +BOX *box1; +BOXA *boxa, *boxa1; + + PROCNAME("boxaaGetExtent"); + + if (!pw && !ph && !pbox && !pboxa) + return ERROR_INT("no ptrs defined", procName, 1); + if (pw) *pw = 0; + if (ph) *ph = 0; + if (pbox) *pbox = NULL; + if (pboxa) *pboxa = NULL; + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + + n = boxaaGetCount(baa); + if (n == 0) + return ERROR_INT("no boxa in baa", procName, 1); + + boxa = boxaCreate(n); + xmax = ymax = 0; + xmin = ymin = 100000000; + found = FALSE; + for (i = 0; i < n; i++) { + boxa1 = boxaaGetBoxa(baa, i, L_CLONE); + boxaGetExtent(boxa1, NULL, NULL, &box1); + boxaDestroy(&boxa1); + boxGetGeometry(box1, &x, &y, &w, &h); + if (w > 0 && h > 0) { /* a valid extent box */ + found = TRUE; /* found at least one valid extent box */ + xmin = L_MIN(xmin, x); + ymin = L_MIN(ymin, y); + xmax = L_MAX(xmax, x + w); + ymax = L_MAX(ymax, y + h); + } + boxaAddBox(boxa, box1, L_INSERT); + } + if (found == FALSE) /* no valid extent boxes */ + xmin = ymin = 0; + + if (pw) *pw = xmax; + if (ph) *ph = ymax; + if (pbox) + *pbox = boxCreate(xmin, ymin, xmax - xmin, ymax - ymin); + if (pboxa) + *pboxa = boxa; + else + boxaDestroy(&boxa); + return 0; +} + + +/*! + * \brief boxaaFlattenToBoxa() + * + * \param[in] baa + * \param[out] pnaindex [optional] the boxa index in the baa + * \param[in] copyflag L_COPY or L_CLONE + * \return boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This 'flattens' the baa to a boxa, taking the boxes in
+ *          order in the first boxa, then the second, etc.
+ *      (2) If a boxa is empty, we generate an invalid, placeholder box
+ *          of zero size.  This is useful when converting from a baa
+ *          where each boxa has either 0 or 1 boxes, and it is necessary
+ *          to maintain a 1:1 correspondence between the initial
+ *          boxa array and the resulting box array.
+ *      (3) If &naindex is defined, we generate a Numa that gives, for
+ *          each box in the baa, the index of the boxa to which it belongs.
+ *
+ */ +BOXA * +boxaaFlattenToBoxa(BOXAA *baa, + NUMA **pnaindex, + l_int32 copyflag) +{ +l_int32 i, j, m, n; +BOXA *boxa, *boxat; +BOX *box; +NUMA *naindex; + + PROCNAME("boxaaFlattenToBoxa"); + + if (pnaindex) *pnaindex = NULL; + if (!baa) + return (BOXA *)ERROR_PTR("baa not defined", procName, NULL); + if (copyflag != L_COPY && copyflag != L_CLONE) + return (BOXA *)ERROR_PTR("invalid copyflag", procName, NULL); + if (pnaindex) { + naindex = numaCreate(0); + *pnaindex = naindex; + } + + n = boxaaGetCount(baa); + boxa = boxaCreate(n); + for (i = 0; i < n; i++) { + boxat = boxaaGetBoxa(baa, i, L_CLONE); + m = boxaGetCount(boxat); + if (m == 0) { /* placeholder box */ + box = boxCreate(0, 0, 0, 0); + boxaAddBox(boxa, box, L_INSERT); + if (pnaindex) + numaAddNumber(naindex, i); /* save 'row' number */ + } else { + for (j = 0; j < m; j++) { + box = boxaGetBox(boxat, j, copyflag); + boxaAddBox(boxa, box, L_INSERT); + if (pnaindex) + numaAddNumber(naindex, i); /* save 'row' number */ + } + } + boxaDestroy(&boxat); + } + + return boxa; +} + + +/*! + * \brief boxaaFlattenAligned() + * + * \param[in] baa + * \param[in] num number extracted from each + * \param[in] fillerbox [optional] that fills if necessary + * \param[in] copyflag L_COPY or L_CLONE + * \return boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This 'flattens' the baa to a boxa, taking the first %num
+ *          boxes from each boxa.
+ *      (2) In each boxa, if there are less than %num boxes, we preserve
+ *          the alignment between the input baa and the output boxa
+ *          by inserting one or more fillerbox(es) or, if %fillerbox == NULL,
+ *          one or more invalid placeholder boxes.
+ *
+ */ +BOXA * +boxaaFlattenAligned(BOXAA *baa, + l_int32 num, + BOX *fillerbox, + l_int32 copyflag) +{ +l_int32 i, j, m, n, mval, nshort; +BOXA *boxat, *boxad; +BOX *box; + + PROCNAME("boxaaFlattenAligned"); + + if (!baa) + return (BOXA *)ERROR_PTR("baa not defined", procName, NULL); + if (copyflag != L_COPY && copyflag != L_CLONE) + return (BOXA *)ERROR_PTR("invalid copyflag", procName, NULL); + + n = boxaaGetCount(baa); + boxad = boxaCreate(n); + for (i = 0; i < n; i++) { + boxat = boxaaGetBoxa(baa, i, L_CLONE); + m = boxaGetCount(boxat); + mval = L_MIN(m, num); + nshort = num - mval; + for (j = 0; j < mval; j++) { /* take the first %num if possible */ + box = boxaGetBox(boxat, j, copyflag); + boxaAddBox(boxad, box, L_INSERT); + } + for (j = 0; j < nshort; j++) { /* add fillers if necessary */ + if (fillerbox) { + boxaAddBox(boxad, fillerbox, L_COPY); + } else { + box = boxCreate(0, 0, 0, 0); /* invalid placeholder box */ + boxaAddBox(boxad, box, L_INSERT); + } + } + boxaDestroy(&boxat); + } + + return boxad; +} + + +/*! + * \brief boxaEncapsulateAligned() + * + * \param[in] boxa + * \param[in] num number put into each boxa in the baa + * \param[in] copyflag L_COPY or L_CLONE + * \return baa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This puts %num boxes from the input %boxa into each of a
+ *          set of boxa within an output baa.
+ *      (2) This assumes that the boxes in %boxa are in sets of %num each.
+ *
+ */ +BOXAA * +boxaEncapsulateAligned(BOXA *boxa, + l_int32 num, + l_int32 copyflag) +{ +l_int32 i, j, n, nbaa, index; +BOX *box; +BOXA *boxat; +BOXAA *baa; + + PROCNAME("boxaEncapsulateAligned"); + + if (!boxa) + return (BOXAA *)ERROR_PTR("boxa not defined", procName, NULL); + if (copyflag != L_COPY && copyflag != L_CLONE) + return (BOXAA *)ERROR_PTR("invalid copyflag", procName, NULL); + + n = boxaGetCount(boxa); + nbaa = n / num; + if (num * nbaa != n) + L_ERROR("inconsistent alignment: num doesn't divide n\n", procName); + baa = boxaaCreate(nbaa); + for (i = 0, index = 0; i < nbaa; i++) { + boxat = boxaCreate(num); + for (j = 0; j < num; j++, index++) { + box = boxaGetBox(boxa, index, copyflag); + boxaAddBox(boxat, box, L_INSERT); + } + boxaaAddBoxa(baa, boxat, L_INSERT); + } + + return baa; +} + + +/*! + * \brief boxaaTranspose() + * + * \param[in] baas + * \return baad, or NULL on error + * + * 
+ * Notes:
+ *      (1) If you think of a boxaa as a 2D array of boxes that is accessed
+ *          row major, then each row is represented by one of the boxa.
+ *          This function creates a new boxaa related to the input boxaa
+ *          as a column major traversal of the input boxaa.
+ *      (2) For example, if %baas has 2 boxa, each with 10 boxes, then
+ *          %baad will have 10 boxa, each with 2 boxes.
+ *      (3) Require for this transpose operation that each boxa in
+ *          %baas has the same number of boxes.  This operation is useful
+ *          when the i-th boxes in each boxa are meaningfully related.
+ *
+ */ +BOXAA * +boxaaTranspose(BOXAA *baas) +{ +l_int32 i, j, ny, nb, nbox; +BOX *box; +BOXA *boxa; +BOXAA *baad; + + PROCNAME("boxaaTranspose"); + + if (!baas) + return (BOXAA *)ERROR_PTR("baas not defined", procName, NULL); + if ((ny = boxaaGetCount(baas)) == 0) + return (BOXAA *)ERROR_PTR("baas empty", procName, NULL); + + /* Make sure that each boxa in baas has the same number of boxes */ + for (i = 0; i < ny; i++) { + if ((boxa = boxaaGetBoxa(baas, i, L_CLONE)) == NULL) + return (BOXAA *)ERROR_PTR("baas is missing a boxa", procName, NULL); + nb = boxaGetCount(boxa); + boxaDestroy(&boxa); + if (i == 0) + nbox = nb; + else if (nb != nbox) + return (BOXAA *)ERROR_PTR("boxa are not all the same size", + procName, NULL); + } + + /* baad[i][j] = baas[j][i] */ + baad = boxaaCreate(nbox); + for (i = 0; i < nbox; i++) { + boxa = boxaCreate(ny); + for (j = 0; j < ny; j++) { + box = boxaaGetBox(baas, j, i, L_COPY); + boxaAddBox(boxa, box, L_INSERT); + } + boxaaAddBoxa(baad, boxa, L_INSERT); + } + return baad; +} + + +/*! + * \brief boxaaAlignBox() + * + * \param[in] baa + * \param[in] box to be aligned with bext boxa in the baa, if possible + * \param[in] delta amount by which consecutive components can miss + * in overlap and still be included in the array + * \param[out] pindex index of boxa with best overlap, or if none match, + * this is the index of the next boxa to be generated + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is not greedy.  It finds the boxa whose vertical
+ *          extent has the closest overlap with the input box.
+ *
+ */ +l_ok +boxaaAlignBox(BOXAA *baa, + BOX *box, + l_int32 delta, + l_int32 *pindex) +{ +l_int32 i, n, m, y, yt, h, ht, ovlp, maxovlp, maxindex; +BOX *boxt; +BOXA *boxa; + + PROCNAME("boxaaAlignBox"); + + if (pindex) *pindex = 0; + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + + n = boxaaGetCount(baa); + boxGetGeometry(box, NULL, &y, NULL, &h); + maxovlp = -10000000; + for (i = 0; i < n; i++) { + boxa = boxaaGetBoxa(baa, i, L_CLONE); + if ((m = boxaGetCount(boxa)) == 0) { + boxaDestroy(&boxa); + L_WARNING("no boxes in boxa\n", procName); + continue; + } + boxaGetExtent(boxa, NULL, NULL, &boxt); + boxGetGeometry(boxt, NULL, &yt, NULL, &ht); + boxDestroy(&boxt); + boxaDestroy(&boxa); + + /* Overlap < 0 means the components do not overlap vertically */ + if (yt >= y) + ovlp = y + h - 1 - yt; + else + ovlp = yt + ht - 1 - y; + if (ovlp > maxovlp) { + maxovlp = ovlp; + maxindex = i; + } + } + + if (maxovlp + delta >= 0) + *pindex = maxindex; + else + *pindex = n; + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/boxfunc3.c b/3rdparty/hgOCR/leptonica/boxfunc3.c new file mode 100644 index 00000000..692aa482 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/boxfunc3.c @@ -0,0 +1,1626 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file boxfunc3.c + * 
+ *
+ *      Boxa/Boxaa painting into pix
+ *           PIX             *pixMaskConnComp()
+ *           PIX             *pixMaskBoxa()
+ *           PIX             *pixPaintBoxa()
+ *           PIX             *pixSetBlackOrWhiteBoxa()
+ *           PIX             *pixPaintBoxaRandom()
+ *           PIX             *pixBlendBoxaRandom()
+ *           PIX             *pixDrawBoxa()
+ *           PIX             *pixDrawBoxaRandom()
+ *           PIX             *boxaaDisplay()
+ *           PIXA            *pixaDisplayBoxaa()
+ *
+ *      Split mask components into Boxa
+ *           BOXA            *pixSplitIntoBoxa()
+ *           BOXA            *pixSplitComponentIntoBoxa()
+ *           static l_int32   pixSearchForRectangle()
+ *
+ *      Represent horizontal or vertical mosaic strips
+ *           BOXA            *makeMosaicStrips()
+ *
+ *      Comparison between boxa
+ *           l_int32          boxaCompareRegions()
+ *
+ *      Reliable selection of a single large box
+ *           BOX             *pixSelectLargeULComp()
+ *           BOX             *boxaSelectLargeULBox()
+ *
+ *  See summary in pixPaintBoxa() of various ways to paint and draw
+ *  boxes on images.
+ *
+ */ + +#include "allheaders.h" + +static l_int32 pixSearchForRectangle(PIX *pixs, BOX *boxs, l_int32 minsum, + l_int32 skipdist, l_int32 delta, + l_int32 maxbg, l_int32 sideflag, + BOXA *boxat, NUMA *nascore); + +#ifndef NO_CONSOLE_IO +#define DEBUG_SPLIT 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*---------------------------------------------------------------------* + * Boxa/Boxaa painting into Pix * + *---------------------------------------------------------------------*/ +/*! + * \brief pixMaskConnComp() + * + * \param[in] pixs 1 bpp + * \param[in] connectivity 4 or 8 + * \param[out] pboxa [optional] bounding boxes of c.c. + * \return pixd 1 bpp mask over the c.c., or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a mask image with ON pixels over the
+ *          b.b. of the c.c. in pixs.  If there are no ON pixels in pixs,
+ *          pixd will also have no ON pixels.
+ *
+ */ +PIX * +pixMaskConnComp(PIX *pixs, + l_int32 connectivity, + BOXA **pboxa) +{ +BOXA *boxa; +PIX *pixd; + + PROCNAME("pixMaskConnComp"); + + if (pboxa) *pboxa = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + + boxa = pixConnComp(pixs, NULL, connectivity); + pixd = pixCreateTemplate(pixs); + if (boxaGetCount(boxa) != 0) + pixMaskBoxa(pixd, pixd, boxa, L_SET_PIXELS); + if (pboxa) + *pboxa = boxa; + else + boxaDestroy(&boxa); + return pixd; +} + + +/*! + * \brief pixMaskBoxa() + * + * \param[in] pixd [optional] may be NULL + * \param[in] pixs any depth; not cmapped + * \param[in] boxa of boxes, to paint + * \param[in] op L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \return pixd with masking op over the boxes, or NULL on error + * + * 
+ * Notes:
+ *      (1) This can be used with:
+ *              pixd = NULL  (makes a new pixd)
+ *              pixd = pixs  (in-place)
+ *      (2) If pixd == NULL, this first makes a copy of pixs, and then
+ *          bit-twiddles over the boxes.  Otherwise, it operates directly
+ *          on pixs.
+ *      (3) This simple function is typically used with 1 bpp images.
+ *          It uses the 1-image rasterop function, rasteropUniLow(),
+ *          to set, clear or flip the pixels in pixd.
+ *      (4) If you want to generate a 1 bpp mask of ON pixels from the boxes
+ *          in a Boxa, in a pix of size (w,h):
+ *              pix = pixCreate(w, h, 1);
+ *              pixMaskBoxa(pix, pix, boxa, L_SET_PIXELS);
+ *
+ */ +PIX * +pixMaskBoxa(PIX *pixd, + PIX *pixs, + BOXA *boxa, + l_int32 op) +{ +l_int32 i, n, x, y, w, h; +BOX *box; + + PROCNAME("pixMaskBoxa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs is cmapped", procName, NULL); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("if pixd, must be in-place", procName, NULL); + if (!boxa) + return (PIX *)ERROR_PTR("boxa not defined", procName, NULL); + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return (PIX *)ERROR_PTR("invalid op", procName, NULL); + + pixd = pixCopy(pixd, pixs); + if ((n = boxaGetCount(boxa)) == 0) { + L_WARNING("no boxes to mask\n", procName); + return pixd; + } + + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + boxGetGeometry(box, &x, &y, &w, &h); + if (op == L_SET_PIXELS) + pixRasterop(pixd, x, y, w, h, PIX_SET, NULL, 0, 0); + else if (op == L_CLEAR_PIXELS) + pixRasterop(pixd, x, y, w, h, PIX_CLR, NULL, 0, 0); + else /* op == L_FLIP_PIXELS */ + pixRasterop(pixd, x, y, w, h, PIX_NOT(PIX_DST), NULL, 0, 0); + boxDestroy(&box); + } + + return pixd; +} + + +/*! + * \brief pixPaintBoxa() + * + * \param[in] pixs any depth, can be cmapped + * \param[in] boxa of boxes, to paint + * \param[in] val rgba color to paint + * \return pixd with painted boxes, or NULL on error + * + * 
+ * Notes:
+ *      (1) If pixs is 1 bpp or is colormapped, it is converted to 8 bpp
+ *          and the boxa is painted using a colormap; otherwise,
+ *          it is converted to 32 bpp rgb.
+ *      (2) There are several ways to display a box on an image:
+ *            * Paint it as a solid color
+ *            * Draw the outline
+ *            * Blend the outline or region with the existing image
+ *          We provide painting and drawing here; blending is in blend.c.
+ *          When painting or drawing, the result can be either a
+ *          cmapped image or an rgb image.  The dest will be cmapped
+ *          if the src is either 1 bpp or has a cmap that is not full.
+ *          To force RGB output, use pixConvertTo8(pixs, FALSE)
+ *          before calling any of these paint and draw functions.
+ *
+ */ +PIX * +pixPaintBoxa(PIX *pixs, + BOXA *boxa, + l_uint32 val) +{ +l_int32 i, n, d, rval, gval, bval, newindex; +l_int32 mapvacancy; /* true only if cmap and not full */ +BOX *box; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixPaintBoxa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!boxa) + return (PIX *)ERROR_PTR("boxa not defined", procName, NULL); + + if ((n = boxaGetCount(boxa)) == 0) { + L_WARNING("no boxes to paint; returning a copy\n", procName); + return pixCopy(NULL, pixs); + } + + mapvacancy = FALSE; + if ((cmap = pixGetColormap(pixs)) != NULL) { + if (pixcmapGetCount(cmap) < 256) + mapvacancy = TRUE; + } + if (pixGetDepth(pixs) == 1 || mapvacancy) + pixd = pixConvertTo8(pixs, TRUE); + else + pixd = pixConvertTo32(pixs); + if (!pixd) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + + d = pixGetDepth(pixd); + if (d == 8) { /* colormapped */ + cmap = pixGetColormap(pixd); + extractRGBValues(val, &rval, &gval, &bval); + if (pixcmapAddNewColor(cmap, rval, gval, bval, &newindex)) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("cmap full; can't add", procName, NULL); + } + } + + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + if (d == 8) + pixSetInRectArbitrary(pixd, box, newindex); + else + pixSetInRectArbitrary(pixd, box, val); + boxDestroy(&box); + } + + return pixd; +} + + +/*! + * \brief pixSetBlackOrWhiteBoxa() + * + * \param[in] pixs any depth, can be cmapped + * \param[in] boxa [optional] of boxes, to clear or set + * \param[in] op L_SET_BLACK, L_SET_WHITE + * \return pixd with boxes filled with white or black, or NULL on error + */ +PIX * +pixSetBlackOrWhiteBoxa(PIX *pixs, + BOXA *boxa, + l_int32 op) +{ +l_int32 i, n, d, index; +l_uint32 color; +BOX *box; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixSetBlackOrWhiteBoxa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!boxa) + return pixCopy(NULL, pixs); + if ((n = boxaGetCount(boxa)) == 0) + return pixCopy(NULL, pixs); + + pixd = pixCopy(NULL, pixs); + d = pixGetDepth(pixd); + if (d == 1) { + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + if (op == L_SET_WHITE) + pixClearInRect(pixd, box); + else + pixSetInRect(pixd, box); + boxDestroy(&box); + } + return pixd; + } + + cmap = pixGetColormap(pixs); + if (cmap) { + color = (op == L_SET_WHITE) ? 1 : 0; + pixcmapAddBlackOrWhite(cmap, color, &index); + } else if (d == 8) { + color = (op == L_SET_WHITE) ? 0xff : 0x0; + } else if (d == 32) { + color = (op == L_SET_WHITE) ? 0xffffff00 : 0x0; + } else if (d == 2) { + color = (op == L_SET_WHITE) ? 0x3 : 0x0; + } else if (d == 4) { + color = (op == L_SET_WHITE) ? 0xf : 0x0; + } else if (d == 16) { + color = (op == L_SET_WHITE) ? 0xffff : 0x0; + } else { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("invalid depth", procName, NULL); + } + + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + if (cmap) + pixSetInRectArbitrary(pixd, box, index); + else + pixSetInRectArbitrary(pixd, box, color); + boxDestroy(&box); + } + + return pixd; +} + + +/*! + * \brief pixPaintBoxaRandom() + * + * \param[in] pixs any depth, can be cmapped + * \param[in] boxa of boxes, to paint + * \return pixd with painted boxes, or NULL on error + * + * 
+ * Notes:
+ *      (1) If pixs is 1 bpp, we paint the boxa using a colormap;
+ *          otherwise, we convert to 32 bpp.
+ *      (2) We use up to 254 different colors for painting the regions.
+ *      (3) If boxes overlap, the later ones paint over earlier ones.
+ *
+ */ +PIX * +pixPaintBoxaRandom(PIX *pixs, + BOXA *boxa) +{ +l_int32 i, n, d, rval, gval, bval, index; +l_uint32 val; +BOX *box; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixPaintBoxaRandom"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!boxa) + return (PIX *)ERROR_PTR("boxa not defined", procName, NULL); + + if ((n = boxaGetCount(boxa)) == 0) { + L_WARNING("no boxes to paint; returning a copy\n", procName); + return pixCopy(NULL, pixs); + } + + if (pixGetDepth(pixs) == 1) + pixd = pixConvert1To8(NULL, pixs, 255, 0); + else + pixd = pixConvertTo32(pixs); + if (!pixd) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + + cmap = pixcmapCreateRandom(8, 1, 1); + d = pixGetDepth(pixd); /* either 8 or 32 */ + if (d == 8) /* colormapped */ + pixSetColormap(pixd, cmap); + + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + index = 1 + (i % 254); + if (d == 8) { + pixSetInRectArbitrary(pixd, box, index); + } else { /* d == 32 */ + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, &val); + pixSetInRectArbitrary(pixd, box, val); + } + boxDestroy(&box); + } + + if (d == 32) + pixcmapDestroy(&cmap); + return pixd; +} + + +/*! + * \brief pixBlendBoxaRandom() + * + * \param[in] pixs any depth; can be cmapped + * \param[in] boxa of boxes, to blend/paint + * \param[in] fract of box color to use + * \return pixd 32 bpp, with blend/painted boxes, or NULL on error + * + * 
+ * Notes:
+ *      (1) pixs is converted to 32 bpp.
+ *      (2) This differs from pixPaintBoxaRandom(), in that the
+ *          colors here are blended with the color of pixs.
+ *      (3) We use up to 254 different colors for painting the regions.
+ *      (4) If boxes overlap, the final color depends only on the last
+ *          rect that is used.
+ *
+ */ +PIX * +pixBlendBoxaRandom(PIX *pixs, + BOXA *boxa, + l_float32 fract) +{ +l_int32 i, n, rval, gval, bval, index; +l_uint32 val; +BOX *box; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixBlendBoxaRandom"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!boxa) + return (PIX *)ERROR_PTR("boxa not defined", procName, NULL); + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + + if ((n = boxaGetCount(boxa)) == 0) { + L_WARNING("no boxes to paint; returning a copy\n", procName); + return pixCopy(NULL, pixs); + } + + if ((pixd = pixConvertTo32(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not defined", procName, NULL); + + cmap = pixcmapCreateRandom(8, 1, 1); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + index = 1 + (i % 254); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, &val); + pixBlendInRect(pixd, box, val, fract); + boxDestroy(&box); + } + + pixcmapDestroy(&cmap); + return pixd; +} + + +/*! + * \brief pixDrawBoxa() + * + * \param[in] pixs any depth; can be cmapped + * \param[in] boxa of boxes, to draw + * \param[in] width of lines + * \param[in] val rgba color to draw + * \return pixd with outlines of boxes added, or NULL on error + * + * 
+ * Notes:
+ *      (1) If pixs is 1 bpp or is colormapped, it is converted to 8 bpp
+ *          and the boxa is drawn using a colormap; otherwise,
+ *          it is converted to 32 bpp rgb.
+ *
+ */ +PIX * +pixDrawBoxa(PIX *pixs, + BOXA *boxa, + l_int32 width, + l_uint32 val) +{ +l_int32 rval, gval, bval, newindex; +l_int32 mapvacancy; /* true only if cmap and not full */ +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixDrawBoxa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!boxa) + return (PIX *)ERROR_PTR("boxa not defined", procName, NULL); + if (width < 1) + return (PIX *)ERROR_PTR("width must be >= 1", procName, NULL); + + if (boxaGetCount(boxa) == 0) { + L_WARNING("no boxes to draw; returning a copy\n", procName); + return pixCopy(NULL, pixs); + } + + mapvacancy = FALSE; + if ((cmap = pixGetColormap(pixs)) != NULL) { + if (pixcmapGetCount(cmap) < 256) + mapvacancy = TRUE; + } + if (pixGetDepth(pixs) == 1 || mapvacancy) + pixd = pixConvertTo8(pixs, TRUE); + else + pixd = pixConvertTo32(pixs); + if (!pixd) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + + extractRGBValues(val, &rval, &gval, &bval); + if (pixGetDepth(pixd) == 8) { /* colormapped */ + cmap = pixGetColormap(pixd); + pixcmapAddNewColor(cmap, rval, gval, bval, &newindex); + } + + pixRenderBoxaArb(pixd, boxa, width, rval, gval, bval); + return pixd; +} + + +/*! + * \brief pixDrawBoxaRandom() + * + * \param[in] pixs any depth, can be cmapped + * \param[in] boxa of boxes, to draw + * \param[in] width thickness of line + * \return pixd with box outlines drawn, or NULL on error + * + * 
+ * Notes:
+ *      (1) If pixs is 1 bpp, we draw the boxa using a colormap;
+ *          otherwise, we convert to 32 bpp.
+ *      (2) We use up to 254 different colors for drawing the boxes.
+ *      (3) If boxes overlap, the later ones draw over earlier ones.
+ *
+ */ +PIX * +pixDrawBoxaRandom(PIX *pixs, + BOXA *boxa, + l_int32 width) +{ +l_int32 i, n, rval, gval, bval, index; +BOX *box; +PIX *pixd; +PIXCMAP *cmap; +PTAA *ptaa; + + PROCNAME("pixDrawBoxaRandom"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!boxa) + return (PIX *)ERROR_PTR("boxa not defined", procName, NULL); + if (width < 1) + return (PIX *)ERROR_PTR("width must be >= 1", procName, NULL); + + if ((n = boxaGetCount(boxa)) == 0) { + L_WARNING("no boxes to draw; returning a copy\n", procName); + return pixCopy(NULL, pixs); + } + + /* Input depth = 1 bpp; generate cmapped output */ + if (pixGetDepth(pixs) == 1) { + ptaa = generatePtaaBoxa(boxa); + pixd = pixRenderRandomCmapPtaa(pixs, ptaa, 1, width, 1); + ptaaDestroy(&ptaa); + return pixd; + } + + /* Generate rgb output */ + pixd = pixConvertTo32(pixs); + cmap = pixcmapCreateRandom(8, 1, 1); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + index = 1 + (i % 254); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + pixRenderBoxArb(pixd, box, width, rval, gval, bval); + boxDestroy(&box); + } + pixcmapDestroy(&cmap); + return pixd; +} + + +/*! + * \brief boxaaDisplay() + * + * \param[in] pixs [optional] 1 bpp + * \param[in] baa boxaa, typically from a 2d sort + * \param[in] linewba line width to display outline of each boxa + * \param[in] linewb line width to display outline of each box + * \param[in] colorba color to display boxa + * \param[in] colorb color to display box + * \param[in] w width of outupt pix; use 0 if determined by %pixs or %baa + * \param[in] h height of outupt pix; use 0 if determined by %pixs or %baa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If %pixs exists, this renders the boxes over an 8 bpp version
+ *          of it.  Otherwise, it renders the boxes over an empty image
+ *          with a white background.
+ *      (2) If %pixs exists, the dimensions of %pixd are the same,
+ *          and input values of %w and %h are ignored.
+ *          If %pixs is NULL, the dimensions of %pixd are determined by
+ *            - %w and %h if both are > 0, or
+ *            - the minimum size required using all boxes in %baa.
+ *
+ *
+ */ +PIX * +boxaaDisplay(PIX *pixs, + BOXAA *baa, + l_int32 linewba, + l_int32 linewb, + l_uint32 colorba, + l_uint32 colorb, + l_int32 w, + l_int32 h) +{ +l_int32 i, j, n, m, rbox, gbox, bbox, rboxa, gboxa, bboxa; +BOX *box; +BOXA *boxa; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("boxaaDisplay"); + + if (!baa) + return (PIX *)ERROR_PTR("baa not defined", procName, NULL); + + if (w <= 0 || h <= 0) { + if (pixs) + pixGetDimensions(pixs, &w, &h, NULL); + else + boxaaGetExtent(baa, &w, &h, NULL, NULL); + } + + if (pixs) { + pixd = pixConvertTo8(pixs, 1); + cmap = pixGetColormap(pixd); + } else { + pixd = pixCreate(w, h, 8); + cmap = pixcmapCreate(8); + pixSetColormap(pixd, cmap); + pixcmapAddColor(cmap, 255, 255, 255); + } + extractRGBValues(colorb, &rbox, &gbox, &bbox); + extractRGBValues(colorba, &rboxa, &gboxa, &bboxa); + pixcmapAddColor(cmap, rbox, gbox, bbox); + pixcmapAddColor(cmap, rboxa, gboxa, bboxa); + + n = boxaaGetCount(baa); + for (i = 0; i < n; i++) { + boxa = boxaaGetBoxa(baa, i, L_CLONE); + boxaGetExtent(boxa, NULL, NULL, &box); + pixRenderBoxArb(pixd, box, linewba, rboxa, gboxa, bboxa); + boxDestroy(&box); + m = boxaGetCount(boxa); + for (j = 0; j < m; j++) { + box = boxaGetBox(boxa, j, L_CLONE); + pixRenderBoxArb(pixd, box, linewb, rbox, gbox, bbox); + boxDestroy(&box); + } + boxaDestroy(&boxa); + } + + return pixd; +} + + +/*! + * \brief pixaDisplayBoxaa() + * + * \param[in] pixas any depth, can be cmapped + * \param[in] baa boxes to draw on input pixa + * \param[in] colorflag L_DRAW_RED, L_DRAW_GREEN, etc + * \param[in] width thickness of lines + * \return pixa with box outlines drawn on each pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) All pix in %pixas that are not rgb are converted to rgb.
+ *      (2) Each boxa in %baa contains boxes that will be drawn on
+ *          the corresponding pix in %pixas.
+ *      (3) The color of the boxes drawn on each pix are selected with
+ *          %colorflag:
+ *            * For red, green or blue: use L_DRAW_RED, etc.
+ *            * For sequential r, g, b: use L_DRAW_RGB
+ *            * For random colors: use L_DRAW_RANDOM
+ *
+ */ +PIXA * +pixaDisplayBoxaa(PIXA *pixas, + BOXAA *baa, + l_int32 colorflag, + l_int32 width) +{ +l_int32 i, j, nba, n, nbox, rval, gval, bval; +l_uint32 color; +l_uint32 colors[255]; +BOXA *boxa; +BOX *box; +PIX *pix; +PIXA *pixad; + + PROCNAME("pixaDisplayBoxaa"); + + if (!pixas) + return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL); + if (!baa) + return (PIXA *)ERROR_PTR("baa not defined", procName, NULL); + if (width < 1) + return (PIXA *)ERROR_PTR("width must be >= 1", procName, NULL); + if ((nba = boxaaGetCount(baa)) < 1) + return (PIXA *)ERROR_PTR("no boxa in baa", procName, NULL); + if ((n = pixaGetCount(pixas)) == 0) + return (PIXA *)ERROR_PTR("no pix in pixas", procName, NULL); + if (n != nba) + return (PIXA *)ERROR_PTR("num pix != num boxa", procName, NULL); + if (colorflag == L_DRAW_RED) + color = 0xff000000; + else if (colorflag == L_DRAW_GREEN) + color = 0x00ff0000; + else if (colorflag == L_DRAW_BLUE) + color = 0x0000ff00; + else if (colorflag == L_DRAW_RGB) + color = 0x000000ff; + else if (colorflag == L_DRAW_RANDOM) + color = 0x00000000; + else + return (PIXA *)ERROR_PTR("invalid colorflag", procName, NULL); + + if (colorflag == L_DRAW_RED || colorflag == L_DRAW_GREEN || + colorflag == L_DRAW_BLUE) { + for (i = 0; i < 255; i++) + colors[i] = color; + } else if (colorflag == L_DRAW_RGB) { + for (i = 0; i < 255; i++) { + if (i % 3 == L_DRAW_RED) + colors[i] = 0xff000000; + else if (i % 3 == L_DRAW_GREEN) + colors[i] = 0x00ff0000; + else /* i % 3 == L_DRAW_BLUE) */ + colors[i] = 0x0000ff00; + } + } else if (colorflag == L_DRAW_RANDOM) { + for (i = 0; i < 255; i++) { + rval = (l_uint32)rand() & 0xff; + gval = (l_uint32)rand() & 0xff; + bval = (l_uint32)rand() & 0xff; + composeRGBPixel(rval, gval, bval, &colors[i]); + } + } + + pixad = pixaCreate(n); + for (i = 0; i < n; i++) { + pix = pixaGetPix(pixas, i, L_COPY); + boxa = boxaaGetBoxa(baa, i, L_CLONE); + nbox = boxaGetCount(boxa); + for (j = 0; j < nbox; j++) { + box = boxaGetBox(boxa, j, L_CLONE); + extractRGBValues(colors[j % 255], &rval, &gval, &bval); + pixRenderBoxArb(pix, box, width, rval, gval, bval); + boxDestroy(&box); + } + boxaDestroy(&boxa); + pixaAddPix(pixad, pix, L_INSERT); + } + + return pixad; +} + + +/*---------------------------------------------------------------------* + * Split mask components into Boxa * + *---------------------------------------------------------------------*/ +/*! + * \brief pixSplitIntoBoxa() + * + * \param[in] pixs 1 bpp + * \param[in] minsum minimum pixels to trigger propagation + * \param[in] skipdist distance before computing sum for propagation + * \param[in] delta difference required to stop propagation + * \param[in] maxbg maximum number of allowed bg pixels in ref scan + * \param[in] maxcomps use 0 for unlimited number of subdivided components + * \param[in] remainder set to 1 to get b.b. of remaining stuff + * \return boxa of rectangles covering the fg of pixs, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a boxa of rectangles that covers
+ *          the fg of a mask.  For each 8-connected component in pixs,
+ *          it does a greedy partitioning, choosing the largest
+ *          rectangle found from each of the four directions at each iter.
+ *          See pixSplitComponentIntoBoxa() for details.
+ *      (2) The input parameters give some flexibility for boundary
+ *          noise.  The resulting set of rectangles may cover some
+ *          bg pixels.
+ *      (3) This should be used when there are a small number of
+ *          mask components, each of which has sides that are close
+ *          to horizontal and vertical.  The input parameters %delta
+ *          and %maxbg determine whether or not holes in the mask are covered.
+ *      (4) The parameter %maxcomps gives the maximum number of allowed
+ *          rectangles extracted from any single connected component.
+ *          Use 0 if no limit is to be applied.
+ *      (5) The flag %remainder specifies whether we take a final bounding
+ *          box for anything left after the maximum number of allowed
+ *          rectangle is extracted.
+ *
+ */ +BOXA * +pixSplitIntoBoxa(PIX *pixs, + l_int32 minsum, + l_int32 skipdist, + l_int32 delta, + l_int32 maxbg, + l_int32 maxcomps, + l_int32 remainder) +{ +l_int32 i, n; +BOX *box; +BOXA *boxa, *boxas, *boxad; +PIX *pix; +PIXA *pixas; + + PROCNAME("pixSplitIntoBoxa"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (BOXA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + + boxas = pixConnComp(pixs, &pixas, 8); + n = boxaGetCount(boxas); + boxad = boxaCreate(0); + for (i = 0; i < n; i++) { + pix = pixaGetPix(pixas, i, L_CLONE); + box = boxaGetBox(boxas, i, L_CLONE); + boxa = pixSplitComponentIntoBoxa(pix, box, minsum, skipdist, + delta, maxbg, maxcomps, remainder); + boxaJoin(boxad, boxa, 0, -1); + pixDestroy(&pix); + boxDestroy(&box); + boxaDestroy(&boxa); + } + + pixaDestroy(&pixas); + boxaDestroy(&boxas); + return boxad; +} + + +/*! + * \brief pixSplitComponentIntoBoxa() + * + * \param[in] pix 1 bpp + * \param[in] box [optional] location of pix w/rt an origin + * \param[in] minsum minimum pixels to trigger propagation + * \param[in] skipdist distance before computing sum for propagation + * \param[in] delta difference required to stop propagation + * \param[in] maxbg maximum number of allowed bg pixels in ref scan + * \param[in] maxcomps use 0 for unlimited number of subdivided components + * \param[in] remainder set to 1 to get b.b. of remaining stuff + * \return boxa of rectangles covering the fg of pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a boxa of rectangles that covers
+ *          the fg of a mask.  It does so by a greedy partitioning of
+ *          the mask, choosing the largest rectangle found from
+ *          each of the four directions at each step.
+ *      (2) The input parameters give some flexibility for boundary
+ *          noise.  The resulting set of rectangles must cover all
+ *          the fg pixels and, in addition, may cover some bg pixels.
+ *          Using small input parameters on a noiseless mask (i.e., one
+ *          that has only large vertical and horizontal edges) will
+ *          result in a proper covering of only the fg pixels of the mask.
+ *      (3) The input is assumed to be a single connected component, that
+ *          may have holes.  From each side, sweep inward, counting
+ *          the pixels.  If the count becomes greater than %minsum,
+ *          and we have moved forward a further amount %skipdist,
+ *          record that count ('countref'), but don't accept if the scan
+ *          contains more than %maxbg bg pixels.  Continue the scan
+ *          until we reach a count that differs from countref by at
+ *          least %delta, at which point the propagation stops.  The box
+ *          swept out gets a score, which is the sum of fg pixels
+ *          minus a penalty.  The penalty is the number of bg pixels
+ *          in the box.  This is done from all four sides, and the
+ *          side with the largest score is saved as a rectangle.
+ *          The process repeats until there is either no rectangle
+ *          left, or there is one that can't be captured from any
+ *          direction.  For the latter case, we simply accept the
+ *          last rectangle.
+ *      (4) The input box is only used to specify the location of
+ *          the UL corner of pix, with respect to an origin that
+ *          typically represents the UL corner of an underlying image,
+ *          of which pix is one component.  If %box is null,
+ *          the UL corner is taken to be (0, 0).
+ *      (5) The parameter %maxcomps gives the maximum number of allowed
+ *          rectangles extracted from any single connected component.
+ *          Use 0 if no limit is to be applied.
+ *      (6) The flag %remainder specifies whether we take a final bounding
+ *          box for anything left after the maximum number of allowed
+ *          rectangle is extracted.
+ *      (7) So if %maxcomps > 0, it specifies that we want no more than
+ *          the first %maxcomps rectangles that satisfy the input
+ *          criteria.  After this, we can get a final rectangle that
+ *          bounds everything left over by setting %remainder == 1.
+ *          If %remainder == 0, we only get rectangles that satisfy
+ *          the input criteria.
+ *      (8) It should be noted that the removal of rectangles can
+ *          break the original c.c. into several c.c.
+ *      (9) Summing up:
+ *            * If %maxcomp == 0, the splitting proceeds as far as possible.
+ *            * If %maxcomp > 0, the splitting stops when %maxcomps are
+ *                found, or earlier if no more components can be selected.
+ *            * If %remainder == 1 and components remain that cannot be
+ *                selected, they are returned as a single final rectangle;
+ *                otherwise, they are ignored.
+ *
+ */ +BOXA * +pixSplitComponentIntoBoxa(PIX *pix, + BOX *box, + l_int32 minsum, + l_int32 skipdist, + l_int32 delta, + l_int32 maxbg, + l_int32 maxcomps, + l_int32 remainder) +{ +l_int32 i, w, h, boxx, boxy, bx, by, bw, bh, maxdir, maxscore; +l_int32 iter; +BOX *boxs; /* shrinks as rectangular regions are removed */ +BOX *boxt1, *boxt2, *boxt3; +BOXA *boxat; /* stores rectangle data for each side in an iteration */ +BOXA *boxad; +NUMA *nascore, *nas; +PIX *pixs; + + PROCNAME("pixSplitComponentIntoBoxa"); + + if (!pix || pixGetDepth(pix) != 1) + return (BOXA *)ERROR_PTR("pix undefined or not 1 bpp", procName, NULL); + + pixs = pixCopy(NULL, pix); + pixGetDimensions(pixs, &w, &h, NULL); + if (box) + boxGetGeometry(box, &boxx, &boxy, NULL, NULL); + else + boxx = boxy = 0; + boxs = boxCreate(0, 0, w, h); + boxad = boxaCreate(0); + + iter = 0; + while (boxs != NULL) { + boxGetGeometry(boxs, &bx, &by, &bw, &bh); + boxat = boxaCreate(4); /* potential rectangular regions */ + nascore = numaCreate(4); + for (i = 0; i < 4; i++) { + pixSearchForRectangle(pixs, boxs, minsum, skipdist, delta, maxbg, + i, boxat, nascore); + } + nas = numaGetSortIndex(nascore, L_SORT_DECREASING); + numaGetIValue(nas, 0, &maxdir); + numaGetIValue(nascore, maxdir, &maxscore); +#if DEBUG_SPLIT + fprintf(stderr, "Iteration: %d\n", iter); + boxPrintStreamInfo(stderr, boxs); + boxaWriteStream(stderr, boxat); + fprintf(stderr, "\nmaxdir = %d, maxscore = %d\n\n", maxdir, maxscore); +#endif /* DEBUG_SPLIT */ + if (maxscore > 0) { /* accept this */ + boxt1 = boxaGetBox(boxat, maxdir, L_CLONE); + boxt2 = boxTransform(boxt1, boxx, boxy, 1.0, 1.0); + boxaAddBox(boxad, boxt2, L_INSERT); + pixClearInRect(pixs, boxt1); + boxDestroy(&boxt1); + pixClipBoxToForeground(pixs, boxs, NULL, &boxt3); + boxDestroy(&boxs); + boxs = boxt3; + if (boxs) { + boxGetGeometry(boxs, NULL, NULL, &bw, &bh); + if (bw < 2 || bh < 2) + boxDestroy(&boxs); /* we're done */ + } + } else { /* no more valid rectangles can be found */ + if (remainder == 1) { /* save the last box */ + boxt1 = boxTransform(boxs, boxx, boxy, 1.0, 1.0); + boxaAddBox(boxad, boxt1, L_INSERT); + } + boxDestroy(&boxs); /* we're done */ + } + boxaDestroy(&boxat); + numaDestroy(&nascore); + numaDestroy(&nas); + + iter++; + if ((iter == maxcomps) && boxs) { + if (remainder == 1) { /* save the last box */ + boxt1 = boxTransform(boxs, boxx, boxy, 1.0, 1.0); + boxaAddBox(boxad, boxt1, L_INSERT); + } + boxDestroy(&boxs); /* we're done */ + } + } + + pixDestroy(&pixs); + return boxad; +} + + +/*! + * \brief pixSearchForRectangle() + * + * \param[in] pixs 1 bpp + * \param[in] boxs current region to investigate + * \param[in] minsum minimum pixels to trigger propagation + * \param[in] skipdist distance before computing sum for propagation + * \param[in] delta difference required to stop propagation + * \param[in] maxbg maximum number of allowed bg pixels in ref scan + * \param[in] sideflag side to search from + * \param[in] boxat add result of rectangular region found here + * \param[in] nascore add score for this rectangle here + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See pixSplitComponentIntoBoxa() for an explanation of the algorithm.
+ *          This does the sweep from a single side.  For each iteration
+ *          in pixSplitComponentIntoBoxa(), this will be called 4 times,
+ *          for %sideflag = {0, 1, 2, 3}.
+ *      (2) If a valid rectangle is not found, add a score of 0 and
+ *          input a minimum box.
+ *
+ */ +static l_int32 +pixSearchForRectangle(PIX *pixs, + BOX *boxs, + l_int32 minsum, + l_int32 skipdist, + l_int32 delta, + l_int32 maxbg, + l_int32 sideflag, + BOXA *boxat, + NUMA *nascore) +{ +l_int32 bx, by, bw, bh, width, height, setref, atref; +l_int32 minincol, maxincol, mininrow, maxinrow, minval, maxval, bgref; +l_int32 x, y, x0, y0, xref, yref, colsum, rowsum, score, countref, diff; +void **lines1; +BOX *boxr; + + PROCNAME("pixSearchForRectangle"); + + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs undefined or not 1 bpp", procName, 1); + if (!boxs) + return ERROR_INT("boxs not defined", procName, 1); + if (!boxat) + return ERROR_INT("boxat not defined", procName, 1); + if (!nascore) + return ERROR_INT("nascore not defined", procName, 1); + + lines1 = pixGetLinePtrs(pixs, NULL); + boxGetGeometry(boxs, &bx, &by, &bw, &bh); + boxr = NULL; + setref = 0; + atref = 0; + maxval = 0; + minval = 100000; + score = 0; /* sum of all (fg - bg) pixels seen in the scan */ + xref = yref = 100000; /* init to impossibly big number */ + if (sideflag == L_FROM_LEFT) { + for (x = bx; x < bx + bw; x++) { + colsum = 0; + maxincol = 0; + minincol = 100000; + for (y = by; y < by + bh; y++) { + if (GET_DATA_BIT(lines1[y], x)) { + colsum++; + if (y > maxincol) maxincol = y; + if (y < minincol) minincol = y; + } + } + score += colsum; + + /* Enough fg to sweep out a rectangle? */ + if (!setref && colsum >= minsum) { + setref = 1; + xref = x + 10; + if (xref >= bx + bw) + goto failure; + } + + /* Reached the reference line; save the count; + * if there is too much bg, the rectangle is invalid. */ + if (setref && x == xref) { + atref = 1; + countref = colsum; + bgref = maxincol - minincol + 1 - countref; + if (bgref > maxbg) + goto failure; + } + + /* Have we left the rectangle? If so, save it along + * with the score. */ + if (atref) { + diff = L_ABS(colsum - countref); + if (diff >= delta || x == bx + bw - 1) { + height = maxval - minval + 1; + width = x - bx; + if (x == bx + bw - 1) width = x - bx + 1; + boxr = boxCreate(bx, minval, width, height); + score = 2 * score - width * height; + goto success; + } + } + maxval = L_MAX(maxval, maxincol); + minval = L_MIN(minval, minincol); + } + goto failure; + } else if (sideflag == L_FROM_RIGHT) { + for (x = bx + bw - 1; x >= bx; x--) { + colsum = 0; + maxincol = 0; + minincol = 100000; + for (y = by; y < by + bh; y++) { + if (GET_DATA_BIT(lines1[y], x)) { + colsum++; + if (y > maxincol) maxincol = y; + if (y < minincol) minincol = y; + } + } + score += colsum; + if (!setref && colsum >= minsum) { + setref = 1; + xref = x - 10; + if (xref < bx) + goto failure; + } + if (setref && x == xref) { + atref = 1; + countref = colsum; + bgref = maxincol - minincol + 1 - countref; + if (bgref > maxbg) + goto failure; + } + if (atref) { + diff = L_ABS(colsum - countref); + if (diff >= delta || x == bx) { + height = maxval - minval + 1; + x0 = x + 1; + if (x == bx) x0 = x; + width = bx + bw - x0; + boxr = boxCreate(x0, minval, width, height); + score = 2 * score - width * height; + goto success; + } + } + maxval = L_MAX(maxval, maxincol); + minval = L_MIN(minval, minincol); + } + goto failure; + } else if (sideflag == L_FROM_TOP) { + for (y = by; y < by + bh; y++) { + rowsum = 0; + maxinrow = 0; + mininrow = 100000; + for (x = bx; x < bx + bw; x++) { + if (GET_DATA_BIT(lines1[y], x)) { + rowsum++; + if (x > maxinrow) maxinrow = x; + if (x < mininrow) mininrow = x; + } + } + score += rowsum; + if (!setref && rowsum >= minsum) { + setref = 1; + yref = y + 10; + if (yref >= by + bh) + goto failure; + } + if (setref && y == yref) { + atref = 1; + countref = rowsum; + bgref = maxinrow - mininrow + 1 - countref; + if (bgref > maxbg) + goto failure; + } + if (atref) { + diff = L_ABS(rowsum - countref); + if (diff >= delta || y == by + bh - 1) { + width = maxval - minval + 1; + height = y - by; + if (y == by + bh - 1) height = y - by + 1; + boxr = boxCreate(minval, by, width, height); + score = 2 * score - width * height; + goto success; + } + } + maxval = L_MAX(maxval, maxinrow); + minval = L_MIN(minval, mininrow); + } + goto failure; + } else if (sideflag == L_FROM_BOT) { + for (y = by + bh - 1; y >= by; y--) { + rowsum = 0; + maxinrow = 0; + mininrow = 100000; + for (x = bx; x < bx + bw; x++) { + if (GET_DATA_BIT(lines1[y], x)) { + rowsum++; + if (x > maxinrow) maxinrow = x; + if (x < mininrow) mininrow = x; + } + } + score += rowsum; + if (!setref && rowsum >= minsum) { + setref = 1; + yref = y - 10; + if (yref < by) + goto failure; + } + if (setref && y == yref) { + atref = 1; + countref = rowsum; + bgref = maxinrow - mininrow + 1 - countref; + if (bgref > maxbg) + goto failure; + } + if (atref) { + diff = L_ABS(rowsum - countref); + if (diff >= delta || y == by) { + width = maxval - minval + 1; + y0 = y + 1; + if (y == by) y0 = y; + height = by + bh - y0; + boxr = boxCreate(minval, y0, width, height); + score = 2 * score - width * height; + goto success; + } + } + maxval = L_MAX(maxval, maxinrow); + minval = L_MIN(minval, mininrow); + } + goto failure; + } + +failure: + numaAddNumber(nascore, 0); + boxaAddBox(boxat, boxCreate(0, 0, 1, 1), L_INSERT); /* min box */ + LEPT_FREE(lines1); + return 0; + +success: + numaAddNumber(nascore, score); + boxaAddBox(boxat, boxr, L_INSERT); + LEPT_FREE(lines1); + return 0; +} + + +/*---------------------------------------------------------------------* + * Represent horizontal or vertical mosaic strips * + *---------------------------------------------------------------------*/ +/*! + * \brief makeMosaicStrips() + * + * \param[in] w, h + * \param[in] direction L_SCAN_HORIZONTAL or L_SCAN_VERTICAL + * \param[in] size of strips in the scan direction + * \return boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) For example, this can be used to generate a pixa of
+ *          vertical strips of width 10 from an image, using:
+ *             pixGetDimensions(pix, &w, &h, NULL);
+ *             boxa = makeMosaicStrips(w, h, L_SCAN_HORIZONTAL, 10);
+ *             pixa = pixClipRectangles(pix, boxa);
+ *          All strips except the last will be the same width.  The
+ *          last strip will have width w % 10.
+ *
+ */ +BOXA * +makeMosaicStrips(l_int32 w, + l_int32 h, + l_int32 direction, + l_int32 size) +{ +l_int32 i, nstrips, extra; +BOX *box; +BOXA *boxa; + + PROCNAME("makeMosaicStrips"); + + if (w < 1 || h < 1) + return (BOXA *)ERROR_PTR("invalid w or h", procName, NULL); + if (direction != L_SCAN_HORIZONTAL && direction != L_SCAN_VERTICAL) + return (BOXA *)ERROR_PTR("invalid direction", procName, NULL); + if (size < 1) + return (BOXA *)ERROR_PTR("size < 1", procName, NULL); + + boxa = boxaCreate(0); + if (direction == L_SCAN_HORIZONTAL) { + nstrips = w / size; + for (i = 0; i < nstrips; i++) { + box = boxCreate(i * size, 0, size, h); + boxaAddBox(boxa, box, L_INSERT); + } + if ((extra = w % size) > 0) { + box = boxCreate(nstrips * size, 0, extra, h); + boxaAddBox(boxa, box, L_INSERT); + } + } else { + nstrips = h / size; + for (i = 0; i < nstrips; i++) { + box = boxCreate(0, i * size, w, size); + boxaAddBox(boxa, box, L_INSERT); + } + if ((extra = h % size) > 0) { + box = boxCreate(0, nstrips * size, w, extra); + boxaAddBox(boxa, box, L_INSERT); + } + } + return boxa; +} + + +/*---------------------------------------------------------------------* + * Comparison between boxa * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaCompareRegions() + * + * \param[in] boxa1, boxa2 + * \param[in] areathresh minimum area of boxes to be considered + * \param[out] pnsame true if same number of boxes + * \param[out] pdiffarea fractional difference in total area + * \param[out] pdiffxor [optional] fractional difference in xor of regions + * \param[out] ppixdb [optional] debug pix showing two boxa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This takes 2 boxa, removes all boxes smaller than a given area,
+ *          and compares the remaining boxes between the boxa.
+ *      (2) The area threshold is introduced to help remove noise from
+ *          small components.  Any box with a smaller value of w * h
+ *          will be removed from consideration.
+ *      (3) The xor difference is the most stringent test, requiring alignment
+ *          of the corresponding boxes.  It is also more computationally
+ *          intensive and is optionally returned.  Alignment is to the
+ *          UL corner of each region containing all boxes, as given by
+ *          boxaGetExtent().
+ *      (4) Both fractional differences are with respect to the total
+ *          area in the two boxa.  They range from 0.0 to 1.0.
+ *          A perfect match has value 0.0.  If both boxa are empty,
+ *          we return 0.0; if one is empty we return 1.0.
+ *      (5) An example input might be the rectangular regions of a
+ *          segmentation mask for text or images from two pages.
+ *
+ */ +l_ok +boxaCompareRegions(BOXA *boxa1, + BOXA *boxa2, + l_int32 areathresh, + l_int32 *pnsame, + l_float32 *pdiffarea, + l_float32 *pdiffxor, + PIX **ppixdb) +{ +l_int32 w, h, x3, y3, w3, h3, x4, y4, w4, h4, n3, n4, area1, area2; +l_int32 count3, count4, countxor; +l_int32 *tab; +BOX *box3, *box4; +BOXA *boxa3, *boxa4, *boxa3t, *boxa4t; +PIX *pix1, *pix2, *pix3, *pix4, *pix5; +PIXA *pixa; + + PROCNAME("boxaCompareRegions"); + + if (pdiffxor) *pdiffxor = 1.0; + if (ppixdb) *ppixdb = NULL; + if (pnsame) *pnsame = FALSE; + if (pdiffarea) *pdiffarea = 1.0; + if (!boxa1 || !boxa2) + return ERROR_INT("boxa1 and boxa2 not both defined", procName, 1); + if (!pnsame) + return ERROR_INT("&nsame not defined", procName, 1); + if (!pdiffarea) + return ERROR_INT("&diffarea not defined", procName, 1); + + boxa3 = boxaSelectByArea(boxa1, areathresh, L_SELECT_IF_GTE, NULL); + boxa4 = boxaSelectByArea(boxa2, areathresh, L_SELECT_IF_GTE, NULL); + n3 = boxaGetCount(boxa3); + n4 = boxaGetCount(boxa4); + if (n3 == n4) + *pnsame = TRUE; + + /* There are no boxes in one or both */ + if (n3 == 0 || n4 == 0) { + boxaDestroy(&boxa3); + boxaDestroy(&boxa4); + if (n3 == 0 && n4 == 0) { /* they are both empty: we say they are the + * same; otherwise, they differ maximally + * and retain the default value. */ + *pdiffarea = 0.0; + if (pdiffxor) *pdiffxor = 0.0; + } + return 0; + } + + /* There are boxes in both */ + boxaGetArea(boxa3, &area1); + boxaGetArea(boxa4, &area2); + *pdiffarea = (l_float32)L_ABS(area1 - area2) / (l_float32)(area1 + area2); + if (!pdiffxor) { + boxaDestroy(&boxa3); + boxaDestroy(&boxa4); + return 0; + } + + /* The easiest way to get the xor of aligned boxes is to work + * with images of each boxa. This is done by translating each + * boxa so that the UL corner of the region that includes all + * boxes in the boxa is placed at the origin of each pix. */ + boxaGetExtent(boxa3, &w, &h, &box3); + boxaGetExtent(boxa4, &w, &h, &box4); + boxGetGeometry(box3, &x3, &y3, &w3, &h3); + boxGetGeometry(box4, &x4, &y4, &w4, &h4); + boxa3t = boxaTransform(boxa3, -x3, -y3, 1.0, 1.0); + boxa4t = boxaTransform(boxa4, -x4, -y4, 1.0, 1.0); + w = L_MAX(x3 + w3, x4 + w4); + h = L_MAX(y3 + h3, y4 + h4); + pix3 = pixCreate(w, h, 1); /* use the max to keep everything in the xor */ + pix4 = pixCreate(w, h, 1); + pixMaskBoxa(pix3, pix3, boxa3t, L_SET_PIXELS); + pixMaskBoxa(pix4, pix4, boxa4t, L_SET_PIXELS); + tab = makePixelSumTab8(); + pixCountPixels(pix3, &count3, tab); + pixCountPixels(pix4, &count4, tab); + pix5 = pixXor(NULL, pix3, pix4); + pixCountPixels(pix5, &countxor, tab); + LEPT_FREE(tab); + *pdiffxor = (l_float32)countxor / (l_float32)(count3 + count4); + + if (ppixdb) { + pixa = pixaCreate(2); + pix1 = pixCreate(w, h, 32); + pixSetAll(pix1); + pixRenderHashBoxaBlend(pix1, boxa3, 5, 1, L_POS_SLOPE_LINE, 2, + 255, 0, 0, 0.5); + pixRenderHashBoxaBlend(pix1, boxa4, 5, 1, L_NEG_SLOPE_LINE, 2, + 0, 255, 0, 0.5); + pixaAddPix(pixa, pix1, L_INSERT); + pix2 = pixCreate(w, h, 32); + pixPaintThroughMask(pix2, pix3, x3, y3, 0xff000000); + pixPaintThroughMask(pix2, pix4, x4, y4, 0x00ff0000); + pixAnd(pix3, pix3, pix4); + pixPaintThroughMask(pix2, pix3, x3, y3, 0x0000ff00); + pixaAddPix(pixa, pix2, L_INSERT); + *ppixdb = pixaDisplayTiledInRows(pixa, 32, 1000, 1.0, 0, 30, 2); + pixaDestroy(&pixa); + } + + boxDestroy(&box3); + boxDestroy(&box4); + boxaDestroy(&boxa3); + boxaDestroy(&boxa3t); + boxaDestroy(&boxa4); + boxaDestroy(&boxa4t); + pixDestroy(&pix3); + pixDestroy(&pix4); + pixDestroy(&pix5); + return 0; +} + + +/*---------------------------------------------------------------------* + * Reliable selection of a single large box * + *---------------------------------------------------------------------*/ +/*! + * \brief pixSelectLargeULComp() + * + * \param[in] pixs 1 bpp + * \param[in] areaslop fraction near but less than 1.0 + * \param[in] yslop number of pixels in y direction + * \param[in] connectivity 4 or 8 + * \return box, or NULL on error + * + * 
+ * Notes:
+ *      (1) This selects a box near the top (first) and left (second)
+ *          of the image, from the set of all boxes that have
+ *                area >= %areaslop * (area of biggest box),
+ *          where %areaslop is some fraction; say ~ 0.9.
+ *      (2) For all boxes satisfying the above condition, select
+ *          the left-most box that is within %yslop (say, 20) pixels
+ *          of the box nearest the top.
+ *      (3) This can be used to reliably select a specific one of
+ *          the largest regions in an image, for applications where
+ *          there are expected to be small variations in region size
+ *          and location.
+ *      (4) See boxSelectLargeULBox() for implementation details.
+ *
+ */ +BOX * +pixSelectLargeULComp(PIX *pixs, + l_float32 areaslop, + l_int32 yslop, + l_int32 connectivity) +{ +BOX *box; +BOXA *boxa1; + + PROCNAME("pixSelectLargeULComp"); + + if (!pixs) + return (BOX *)ERROR_PTR("pixs not defined", procName, NULL); + if (areaslop < 0.0 || areaslop > 1.0) + return (BOX *)ERROR_PTR("invalid value for areaslop", procName, NULL); + yslop = L_MAX(0, yslop); + + boxa1 = pixConnCompBB(pixs, connectivity); + if (boxaGetCount(boxa1) == 0) { + boxaDestroy(&boxa1); + return NULL; + } + box = boxaSelectLargeULBox(boxa1, areaslop, yslop); + boxaDestroy(&boxa1); + return box; +} + + +/*! + * \brief boxaSelectLargeULBox() + * + * \param[in] boxas 1 bpp + * \param[in] areaslop fraction near but less than 1.0 + * \param[in] yslop number of pixels in y direction + * \return box, or NULL on error + * + * 
+ * Notes:
+ *      (1) See usage notes in pixSelectLargeULComp().
+ *
+ */ +BOX * +boxaSelectLargeULBox(BOXA *boxas, + l_float32 areaslop, + l_int32 yslop) +{ +l_int32 w, h, i, n, x1, y1, x2, y2, select; +l_float32 area, max_area; +BOX *box; +BOXA *boxa1, *boxa2, *boxa3; + + PROCNAME("boxaSelectLargeULBox"); + + if (!boxas) + return (BOX *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxaGetCount(boxas) == 0) + return (BOX *)ERROR_PTR("no boxes in boxas", procName, NULL); + if (areaslop < 0.0 || areaslop > 1.0) + return (BOX *)ERROR_PTR("invalid value for areaslop", procName, NULL); + yslop = L_MAX(0, yslop); + + boxa1 = boxaSort(boxas, L_SORT_BY_AREA, L_SORT_DECREASING, NULL); + boxa2 = boxaSort(boxa1, L_SORT_BY_Y, L_SORT_INCREASING, NULL); + n = boxaGetCount(boxa2); + boxaGetBoxGeometry(boxa1, 0, NULL, NULL, &w, &h); /* biggest box by area */ + max_area = (l_float32)(w * h); + + /* boxa3 collects all boxes eligible by area, sorted top-down */ + boxa3 = boxaCreate(4); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa2, i, NULL, NULL, &w, &h); + area = (l_float32)(w * h); + if (area / max_area >= areaslop) { + box = boxaGetBox(boxa2, i, L_COPY); + boxaAddBox(boxa3, box, L_INSERT); + } + } + + /* Take the first (top-most box) unless the second (etc) has + * nearly the same y value but a smaller x value. */ + n = boxaGetCount(boxa3); + boxaGetBoxGeometry(boxa3, 0, &x1, &y1, NULL, NULL); + select = 0; + for (i = 1; i < n; i++) { + boxaGetBoxGeometry(boxa3, i, &x2, &y2, NULL, NULL); + if (y2 - y1 < yslop && x2 < x1) { + select = i; + x1 = x2; /* but always compare against y1 */ + } + } + + box = boxaGetBox(boxa3, select, L_COPY); + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + boxaDestroy(&boxa3); + return box; +} diff --git a/3rdparty/hgOCR/leptonica/boxfunc4.c b/3rdparty/hgOCR/leptonica/boxfunc4.c new file mode 100644 index 00000000..22a80482 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/boxfunc4.c @@ -0,0 +1,1423 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file boxfunc4.c + * 
+ *
+ *      Boxa and Boxaa range selection
+ *           BOXA     *boxaSelectRange()
+ *           BOXAA    *boxaaSelectRange()
+ *
+ *      Boxa size selection
+ *           BOXA     *boxaSelectBySize()
+ *           NUMA     *boxaMakeSizeIndicator()
+ *           BOXA     *boxaSelectByArea()
+ *           NUMA     *boxaMakeAreaIndicator()
+ *           BOXA     *boxaSelectByWHRatio()
+ *           NUMA     *boxaMakeWHRatioIndicator()
+ *           BOXA     *boxaSelectWithIndicator()
+ *
+ *      Boxa permutation
+ *           BOXA     *boxaPermutePseudorandom()
+ *           BOXA     *boxaPermuteRandom()
+ *           l_int32   boxaSwapBoxes()
+ *
+ *      Boxa and box conversions
+ *           PTA      *boxaConvertToPta()
+ *           BOXA     *ptaConvertToBoxa()
+ *           PTA      *boxConvertToPta()
+ *           BOX      *ptaConvertToBox()
+ *
+ *      Miscellaneous boxa functions
+ *           l_int32   boxaGetExtent()
+ *           l_int32   boxaGetCoverage()
+ *           l_int32   boxaaSizeRange()
+ *           l_int32   boxaSizeRange()
+ *           l_int32   boxaLocationRange()
+ *           NUMA     *boxaGetSizes()
+ *           l_int32   boxaGetArea()
+ *           PIX      *boxaDisplayTiled()
+ *
+ */ + +#include +#include "allheaders.h" + + +/*---------------------------------------------------------------------* + * Boxa and boxaa range selection * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaSelectRange() + * + * \param[in] boxas + * \param[in] first use 0 to select from the beginning + * \param[in] last use -1 to select to the end + * \param[in] copyflag L_COPY, L_CLONE + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) The copyflag specifies what we do with each box from boxas.
+ *          Specifically, L_CLONE inserts a clone into boxad of each
+ *          selected box from boxas.
+ *
+ */ +BOXA * +boxaSelectRange(BOXA *boxas, + l_int32 first, + l_int32 last, + l_int32 copyflag) +{ +l_int32 n, nbox, i; +BOX *box; +BOXA *boxad; + + PROCNAME("boxaSelectRange"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (copyflag != L_COPY && copyflag != L_CLONE) + return (BOXA *)ERROR_PTR("invalid copyflag", procName, NULL); + if ((n = boxaGetCount(boxas)) == 0) { + L_WARNING("boxas is empty\n", procName); + return boxaCopy(boxas, copyflag); + } + first = L_MAX(0, first); + if (last < 0) last = n - 1; + if (first >= n) + return (BOXA *)ERROR_PTR("invalid first", procName, NULL); + if (last >= n) { + L_WARNING("last = %d is beyond max index = %d; adjusting\n", + procName, last, n - 1); + last = n - 1; + } + if (first > last) + return (BOXA *)ERROR_PTR("first > last", procName, NULL); + + nbox = last - first + 1; + boxad = boxaCreate(nbox); + for (i = first; i <= last; i++) { + box = boxaGetBox(boxas, i, copyflag); + boxaAddBox(boxad, box, L_INSERT); + } + return boxad; +} + + +/*! + * \brief boxaaSelectRange() + * + * \param[in] baas + * \param[in] first use 0 to select from the beginning + * \param[in] last use -1 to select to the end + * \param[in] copyflag L_COPY, L_CLONE + * \return baad, or NULL on error + * + * 
+ * Notes:
+ *      (1) The copyflag specifies what we do with each boxa from baas.
+ *          Specifically, L_CLONE inserts a clone into baad of each
+ *          selected boxa from baas.
+ *
+ */ +BOXAA * +boxaaSelectRange(BOXAA *baas, + l_int32 first, + l_int32 last, + l_int32 copyflag) +{ +l_int32 n, nboxa, i; +BOXA *boxa; +BOXAA *baad; + + PROCNAME("boxaaSelectRange"); + + if (!baas) + return (BOXAA *)ERROR_PTR("baas not defined", procName, NULL); + if (copyflag != L_COPY && copyflag != L_CLONE) + return (BOXAA *)ERROR_PTR("invalid copyflag", procName, NULL); + if ((n = boxaaGetCount(baas)) == 0) + return (BOXAA *)ERROR_PTR("empty baas", procName, NULL); + first = L_MAX(0, first); + if (last < 0) last = n - 1; + if (first >= n) + return (BOXAA *)ERROR_PTR("invalid first", procName, NULL); + if (last >= n) { + L_WARNING("last = %d is beyond max index = %d; adjusting\n", + procName, last, n - 1); + last = n - 1; + } + if (first > last) + return (BOXAA *)ERROR_PTR("first > last", procName, NULL); + + nboxa = last - first + 1; + baad = boxaaCreate(nboxa); + for (i = first; i <= last; i++) { + boxa = boxaaGetBoxa(baas, i, copyflag); + boxaaAddBoxa(baad, boxa, L_INSERT); + } + return baad; +} + + +/*---------------------------------------------------------------------* + * Boxa size selection * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaSelectBySize() + * + * \param[in] boxas + * \param[in] width, height threshold dimensions + * \param[in] type L_SELECT_WIDTH, L_SELECT_HEIGHT, + * L_SELECT_IF_EITHER, L_SELECT_IF_BOTH + * \param[in] relation L_SELECT_IF_LT, L_SELECT_IF_GT, + * L_SELECT_IF_LTE, L_SELECT_IF_GTE + * \param[out] pchanged [optional] 1 if changed; 0 if clone returned + * \return boxad filtered set, or NULL on error + * + * 
+ * Notes:
+ *      (1) The args specify constraints on the size of the
+ *          components that are kept.
+ *      (2) Uses box copies in the new boxa.
+ *      (3) If the selection type is L_SELECT_WIDTH, the input
+ *          height is ignored, and v.v.
+ *      (4) To keep small components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep large components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ *
+ */ +BOXA * +boxaSelectBySize(BOXA *boxas, + l_int32 width, + l_int32 height, + l_int32 type, + l_int32 relation, + l_int32 *pchanged) +{ +BOXA *boxad; +NUMA *na; + + PROCNAME("boxaSelectBySize"); + + if (pchanged) *pchanged = FALSE; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxaGetCount(boxas) == 0) { + L_WARNING("boxas is empty\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (type != L_SELECT_WIDTH && type != L_SELECT_HEIGHT && + type != L_SELECT_IF_EITHER && type != L_SELECT_IF_BOTH) + return (BOXA *)ERROR_PTR("invalid type", procName, NULL); + if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT && + relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE) + return (BOXA *)ERROR_PTR("invalid relation", procName, NULL); + + /* Compute the indicator array for saving components */ + if ((na = + boxaMakeSizeIndicator(boxas, width, height, type, relation)) == NULL) + return (BOXA *)ERROR_PTR("na not made", procName, NULL); + + /* Filter to get output */ + boxad = boxaSelectWithIndicator(boxas, na, pchanged); + + numaDestroy(&na); + return boxad; +} + + +/*! + * \brief boxaMakeSizeIndicator() + * + * \param[in] boxa + * \param[in] width, height threshold dimensions + * \param[in] type L_SELECT_WIDTH, L_SELECT_HEIGHT, + * L_SELECT_IF_EITHER, L_SELECT_IF_BOTH + * \param[in] relation L_SELECT_IF_LT, L_SELECT_IF_GT, + * L_SELECT_IF_LTE, L_SELECT_IF_GTE + * \return na indicator array, or NULL on error + * + * 
+ * Notes:
+ *      (1) The args specify constraints on the size of the
+ *          components that are kept.
+ *      (2) If the selection type is L_SELECT_WIDTH, the input
+ *          height is ignored, and v.v.
+ *      (3) To keep small components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep large components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ *
+ */ +NUMA * +boxaMakeSizeIndicator(BOXA *boxa, + l_int32 width, + l_int32 height, + l_int32 type, + l_int32 relation) +{ +l_int32 i, n, w, h, ival; +NUMA *na; + + PROCNAME("boxaMakeSizeIndicator"); + + if (!boxa) + return (NUMA *)ERROR_PTR("boxa not defined", procName, NULL); + if ((n = boxaGetCount(boxa)) == 0) + return (NUMA *)ERROR_PTR("boxa is empty", procName, NULL); + if (type != L_SELECT_WIDTH && type != L_SELECT_HEIGHT && + type != L_SELECT_IF_EITHER && type != L_SELECT_IF_BOTH) + return (NUMA *)ERROR_PTR("invalid type", procName, NULL); + if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT && + relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE) + return (NUMA *)ERROR_PTR("invalid relation", procName, NULL); + + na = numaCreate(n); + for (i = 0; i < n; i++) { + ival = 0; + boxaGetBoxGeometry(boxa, i, NULL, NULL, &w, &h); + switch (type) + { + case L_SELECT_WIDTH: + if ((relation == L_SELECT_IF_LT && w < width) || + (relation == L_SELECT_IF_GT && w > width) || + (relation == L_SELECT_IF_LTE && w <= width) || + (relation == L_SELECT_IF_GTE && w >= width)) + ival = 1; + break; + case L_SELECT_HEIGHT: + if ((relation == L_SELECT_IF_LT && h < height) || + (relation == L_SELECT_IF_GT && h > height) || + (relation == L_SELECT_IF_LTE && h <= height) || + (relation == L_SELECT_IF_GTE && h >= height)) + ival = 1; + break; + case L_SELECT_IF_EITHER: + if (((relation == L_SELECT_IF_LT) && (w < width || h < height)) || + ((relation == L_SELECT_IF_GT) && (w > width || h > height)) || + ((relation == L_SELECT_IF_LTE) && (w <= width || h <= height)) || + ((relation == L_SELECT_IF_GTE) && (w >= width || h >= height))) + ival = 1; + break; + case L_SELECT_IF_BOTH: + if (((relation == L_SELECT_IF_LT) && (w < width && h < height)) || + ((relation == L_SELECT_IF_GT) && (w > width && h > height)) || + ((relation == L_SELECT_IF_LTE) && (w <= width && h <= height)) || + ((relation == L_SELECT_IF_GTE) && (w >= width && h >= height))) + ival = 1; + break; + default: + L_WARNING("can't get here!\n", procName); + break; + } + numaAddNumber(na, ival); + } + + return na; +} + + +/*! + * \brief boxaSelectByArea() + * + * \param[in] boxas + * \param[in] area threshold value of width * height + * \param[in] relation L_SELECT_IF_LT, L_SELECT_IF_GT, + * L_SELECT_IF_LTE, L_SELECT_IF_GTE + * \param[out] pchanged [optional] 1 if changed; 0 if clone returned + * \return boxad filtered set, or NULL on error + * + * 
+ * Notes:
+ *      (1) Uses box copies in the new boxa.
+ *      (2) To keep small components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep large components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ *
+ */ +BOXA * +boxaSelectByArea(BOXA *boxas, + l_int32 area, + l_int32 relation, + l_int32 *pchanged) +{ +BOXA *boxad; +NUMA *na; + + PROCNAME("boxaSelectByArea"); + + if (pchanged) *pchanged = FALSE; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxaGetCount(boxas) == 0) { + L_WARNING("boxas is empty\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT && + relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE) + return (BOXA *)ERROR_PTR("invalid relation", procName, NULL); + + /* Compute the indicator array for saving components */ + na = boxaMakeAreaIndicator(boxas, area, relation); + + /* Filter to get output */ + boxad = boxaSelectWithIndicator(boxas, na, pchanged); + + numaDestroy(&na); + return boxad; +} + + +/*! + * \brief boxaMakeAreaIndicator() + * + * \param[in] boxa + * \param[in] area threshold value of width * height + * \param[in] relation L_SELECT_IF_LT, L_SELECT_IF_GT, + * L_SELECT_IF_LTE, L_SELECT_IF_GTE + * \return na indicator array, or NULL on error + * + * 
+ * Notes:
+ *      (1) To keep small components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep large components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ *
+ */ +NUMA * +boxaMakeAreaIndicator(BOXA *boxa, + l_int32 area, + l_int32 relation) +{ +l_int32 i, n, w, h, ival; +NUMA *na; + + PROCNAME("boxaMakeAreaIndicator"); + + if (!boxa) + return (NUMA *)ERROR_PTR("boxa not defined", procName, NULL); + if ((n = boxaGetCount(boxa)) == 0) + return (NUMA *)ERROR_PTR("boxa is empty", procName, NULL); + if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT && + relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE) + return (NUMA *)ERROR_PTR("invalid relation", procName, NULL); + + na = numaCreate(n); + for (i = 0; i < n; i++) { + ival = 0; + boxaGetBoxGeometry(boxa, i, NULL, NULL, &w, &h); + + if ((relation == L_SELECT_IF_LT && w * h < area) || + (relation == L_SELECT_IF_GT && w * h > area) || + (relation == L_SELECT_IF_LTE && w * h <= area) || + (relation == L_SELECT_IF_GTE && w * h >= area)) + ival = 1; + numaAddNumber(na, ival); + } + + return na; +} + + +/*! + * \brief boxaSelectByWHRatio() + * + * \param[in] boxas + * \param[in] ratio width/height threshold value + * \param[in] relation L_SELECT_IF_LT, L_SELECT_IF_GT, + * L_SELECT_IF_LTE, L_SELECT_IF_GTE + * \param[out] pchanged [optional] 1 if changed; 0 if clone returned + * \return boxad filtered set, or NULL on error + * + * 
+ * Notes:
+ *      (1) Uses box copies in the new boxa.
+ *      (2) To keep narrow components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep wide components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ *
+ */ +BOXA * +boxaSelectByWHRatio(BOXA *boxas, + l_float32 ratio, + l_int32 relation, + l_int32 *pchanged) +{ +BOXA *boxad; +NUMA *na; + + PROCNAME("boxaSelectByWHRatio"); + + if (pchanged) *pchanged = FALSE; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (boxaGetCount(boxas) == 0) { + L_WARNING("boxas is empty\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT && + relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE) + return (BOXA *)ERROR_PTR("invalid relation", procName, NULL); + + /* Compute the indicator array for saving components */ + na = boxaMakeWHRatioIndicator(boxas, ratio, relation); + + /* Filter to get output */ + boxad = boxaSelectWithIndicator(boxas, na, pchanged); + + numaDestroy(&na); + return boxad; +} + + +/*! + * \brief boxaMakeWHRatioIndicator() + * + * \param[in] boxa + * \param[in] ratio width/height threshold value + * \param[in] relation L_SELECT_IF_LT, L_SELECT_IF_GT, + * L_SELECT_IF_LTE, L_SELECT_IF_GTE + * \return na indicator array, or NULL on error + * + * 
+ * Notes:
+ *      (1) To keep narrow components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep wide components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ *
+ */ +NUMA * +boxaMakeWHRatioIndicator(BOXA *boxa, + l_float32 ratio, + l_int32 relation) +{ +l_int32 i, n, w, h, ival; +l_float32 whratio; +NUMA *na; + + PROCNAME("boxaMakeWHRatioIndicator"); + + if (!boxa) + return (NUMA *)ERROR_PTR("boxa not defined", procName, NULL); + if ((n = boxaGetCount(boxa)) == 0) + return (NUMA *)ERROR_PTR("boxa is empty", procName, NULL); + if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT && + relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE) + return (NUMA *)ERROR_PTR("invalid relation", procName, NULL); + + na = numaCreate(n); + for (i = 0; i < n; i++) { + ival = 0; + boxaGetBoxGeometry(boxa, i, NULL, NULL, &w, &h); + whratio = (l_float32)w / (l_float32)h; + + if ((relation == L_SELECT_IF_LT && whratio < ratio) || + (relation == L_SELECT_IF_GT && whratio > ratio) || + (relation == L_SELECT_IF_LTE && whratio <= ratio) || + (relation == L_SELECT_IF_GTE && whratio >= ratio)) + ival = 1; + numaAddNumber(na, ival); + } + + return na; +} + + +/*! + * \brief boxaSelectWithIndicator() + * + * \param[in] boxas + * \param[in] na indicator numa + * \param[out] pchanged [optional] 1 if changed; 0 if clone returned + * \return boxad, or NULL on error + * + * 
+ * Notes:
+ *      (1) Returns a copy of the boxa if no components are removed.
+ *      (2) Uses box copies in the new boxa.
+ *      (3) The indicator numa has values 0 (ignore) and 1 (accept).
+ *      (4) If all indicator values are 0, the returned boxa is empty.
+ *
+ */ +BOXA * +boxaSelectWithIndicator(BOXA *boxas, + NUMA *na, + l_int32 *pchanged) +{ +l_int32 i, n, ival, nsave; +BOX *box; +BOXA *boxad; + + PROCNAME("boxaSelectWithIndicator"); + + if (pchanged) *pchanged = FALSE; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (!na) + return (BOXA *)ERROR_PTR("na not defined", procName, NULL); + + nsave = 0; + n = numaGetCount(na); + for (i = 0; i < n; i++) { + numaGetIValue(na, i, &ival); + if (ival == 1) nsave++; + } + + if (nsave == n) { + if (pchanged) *pchanged = FALSE; + return boxaCopy(boxas, L_COPY); + } + if (pchanged) *pchanged = TRUE; + boxad = boxaCreate(nsave); + for (i = 0; i < n; i++) { + numaGetIValue(na, i, &ival); + if (ival == 0) continue; + box = boxaGetBox(boxas, i, L_COPY); + boxaAddBox(boxad, box, L_INSERT); + } + + return boxad; +} + + +/*---------------------------------------------------------------------* + * Boxa Permutation * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaPermutePseudorandom() + * + * \param[in] boxas input boxa + * \return boxad with boxes permuted, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does a pseudorandom in-place permutation of the boxes.
+ *      (2) The result is guaranteed not to have any boxes in their
+ *          original position, but it is not very random.  If you
+ *          need randomness, use boxaPermuteRandom().
+ *
+ */ +BOXA * +boxaPermutePseudorandom(BOXA *boxas) +{ +l_int32 n; +NUMA *na; +BOXA *boxad; + + PROCNAME("boxaPermutePseudorandom"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxa not defined", procName, NULL); + + n = boxaGetCount(boxas); + na = numaPseudorandomSequence(n, 0); + boxad = boxaSortByIndex(boxas, na); + numaDestroy(&na); + return boxad; +} + + +/*! + * \brief boxaPermuteRandom() + * + * \param[in] boxad [optional] can be null or equal to boxas + * \param[in] boxas input boxa + * \return boxad with boxes permuted, or NULL on error + * + * 
+ * Notes:
+ *      (1) If boxad is null, make a copy of boxas and permute the copy.
+ *          Otherwise, boxad must be equal to boxas, and the operation
+ *          is done in-place.
+ *      (2) If boxas is empty, return an empty boxad.
+ *      (3) This does a random in-place permutation of the boxes,
+ *          by swapping each box in turn with a random box.  The
+ *          result is almost guaranteed not to have any boxes in their
+ *          original position.
+ *      (4) MSVC rand() has MAX_RAND = 2^15 - 1, so it will not do
+ *          a proper permutation is the number of boxes exceeds this.
+ *
+ */ +BOXA * +boxaPermuteRandom(BOXA *boxad, + BOXA *boxas) +{ +l_int32 i, n, index; + + PROCNAME("boxaPermuteRandom"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxa not defined", procName, NULL); + if (boxad && (boxad != boxas)) + return (BOXA *)ERROR_PTR("boxad defined but in-place", procName, NULL); + + if (!boxad) + boxad = boxaCopy(boxas, L_COPY); + if ((n = boxaGetCount(boxad)) == 0) + return boxad; + index = (l_uint32)rand() % n; + index = L_MAX(1, index); + boxaSwapBoxes(boxad, 0, index); + for (i = 1; i < n; i++) { + index = (l_uint32)rand() % n; + if (index == i) index--; + boxaSwapBoxes(boxad, i, index); + } + + return boxad; +} + + +/*! + * \brief boxaSwapBoxes() + * + * \param[in] boxa + * \param[in] i, j two indices of boxes, that are to be swapped + * \return 0 if OK, 1 on error + */ +l_ok +boxaSwapBoxes(BOXA *boxa, + l_int32 i, + l_int32 j) +{ +l_int32 n; +BOX *box; + + PROCNAME("boxaSwapBoxes"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + n = boxaGetCount(boxa); + if (i < 0 || i >= n) + return ERROR_INT("i invalid", procName, 1); + if (j < 0 || j >= n) + return ERROR_INT("j invalid", procName, 1); + if (i == j) + return ERROR_INT("i == j", procName, 1); + + box = boxa->box[i]; + boxa->box[i] = boxa->box[j]; + boxa->box[j] = box; + return 0; +} + + +/*---------------------------------------------------------------------* + * Boxa and Box Conversions * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaConvertToPta() + * + * \param[in] boxa + * \param[in] ncorners 2 or 4 for the representation of each box + * \return pta with %ncorners points for each box in the boxa, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) If ncorners == 2, we select the UL and LR corners.
+ *          Otherwise we save all 4 corners in this order: UL, UR, LL, LR.
+ *      (2) Other boxa --> pta functions are:
+ *          * boxaExtractAsPta(): allows extraction of any dimension
+ *            and/or side location, with each in a separate pta.
+ *          * boxaExtractCorners(): extracts any of the four corners as a pta.
+ *
+ */ +PTA * +boxaConvertToPta(BOXA *boxa, + l_int32 ncorners) +{ +l_int32 i, n; +BOX *box; +PTA *pta, *pta1; + + PROCNAME("boxaConvertToPta"); + + if (!boxa) + return (PTA *)ERROR_PTR("boxa not defined", procName, NULL); + if (ncorners != 2 && ncorners != 4) + return (PTA *)ERROR_PTR("ncorners not 2 or 4", procName, NULL); + + n = boxaGetCount(boxa); + if ((pta = ptaCreate(n)) == NULL) + return (PTA *)ERROR_PTR("pta not made", procName, NULL); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_COPY); + pta1 = boxConvertToPta(box, ncorners); + ptaJoin(pta, pta1, 0, -1); + boxDestroy(&box); + ptaDestroy(&pta1); + } + + return pta; +} + + +/*! + * \brief ptaConvertToBoxa() + * + * \param[in] pta + * \param[in] ncorners 2 or 4 for the representation of each box + * \return boxa with one box for each 2 or 4 points in the pta, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) For 2 corners, the order of the 2 points is UL, LR.
+ *          For 4 corners, the order of points is UL, UR, LL, LR.
+ *      (2) Each derived box is the minimum size containing all corners.
+ *
+ */ +BOXA * +ptaConvertToBoxa(PTA *pta, + l_int32 ncorners) +{ +l_int32 i, n, nbox, x1, y1, x2, y2, x3, y3, x4, y4, x, y, xmax, ymax; +BOX *box; +BOXA *boxa; + + PROCNAME("ptaConvertToBoxa"); + + if (!pta) + return (BOXA *)ERROR_PTR("pta not defined", procName, NULL); + if (ncorners != 2 && ncorners != 4) + return (BOXA *)ERROR_PTR("ncorners not 2 or 4", procName, NULL); + n = ptaGetCount(pta); + if (n % ncorners != 0) + return (BOXA *)ERROR_PTR("size % ncorners != 0", procName, NULL); + nbox = n / ncorners; + if ((boxa = boxaCreate(nbox)) == NULL) + return (BOXA *)ERROR_PTR("boxa not made", procName, NULL); + for (i = 0; i < n; i += ncorners) { + ptaGetIPt(pta, i, &x1, &y1); + ptaGetIPt(pta, i + 1, &x2, &y2); + if (ncorners == 2) { + box = boxCreate(x1, y1, x2 - x1 + 1, y2 - y1 + 1); + boxaAddBox(boxa, box, L_INSERT); + continue; + } + ptaGetIPt(pta, i + 2, &x3, &y3); + ptaGetIPt(pta, i + 3, &x4, &y4); + x = L_MIN(x1, x3); + y = L_MIN(y1, y2); + xmax = L_MAX(x2, x4); + ymax = L_MAX(y3, y4); + box = boxCreate(x, y, xmax - x + 1, ymax - y + 1); + boxaAddBox(boxa, box, L_INSERT); + } + + return boxa; +} + + +/*! + * \brief boxConvertToPta() + * + * \param[in] box + * \param[in] ncorners 2 or 4 for the representation of the box + * \return pta with %ncorners points, or NULL on error + * + * 
+ * Notes:
+ *      (1) If ncorners == 2, we select the UL and LR corners.
+ *          Otherwise we save all 4 corners in this order: UL, UR, LL, LR.
+ *
+ */ +PTA * +boxConvertToPta(BOX *box, + l_int32 ncorners) +{ +l_int32 x, y, w, h; +PTA *pta; + + PROCNAME("boxConvertToPta"); + + if (!box) + return (PTA *)ERROR_PTR("box not defined", procName, NULL); + if (ncorners != 2 && ncorners != 4) + return (PTA *)ERROR_PTR("ncorners not 2 or 4", procName, NULL); + + if ((pta = ptaCreate(ncorners)) == NULL) + return (PTA *)ERROR_PTR("pta not made", procName, NULL); + boxGetGeometry(box, &x, &y, &w, &h); + ptaAddPt(pta, x, y); + if (ncorners == 2) { + ptaAddPt(pta, x + w - 1, y + h - 1); + } else { + ptaAddPt(pta, x + w - 1, y); + ptaAddPt(pta, x, y + h - 1); + ptaAddPt(pta, x + w - 1, y + h - 1); + } + + return pta; +} + + +/*! + * \brief ptaConvertToBox() + * + * \param[in] pta + * \return box minimum containing all points in the pta, or NULL on error + * + * 
+ * Notes:
+ *      (1) For 2 corners, the order of the 2 points is UL, LR.
+ *          For 4 corners, the order of points is UL, UR, LL, LR.
+ *
+ */ +BOX * +ptaConvertToBox(PTA *pta) +{ +l_int32 n, x1, y1, x2, y2, x3, y3, x4, y4, x, y, xmax, ymax; + + PROCNAME("ptaConvertToBox"); + + if (!pta) + return (BOX *)ERROR_PTR("pta not defined", procName, NULL); + n = ptaGetCount(pta); + ptaGetIPt(pta, 0, &x1, &y1); + ptaGetIPt(pta, 1, &x2, &y2); + if (n == 2) + return boxCreate(x1, y1, x2 - x1 + 1, y2 - y1 + 1); + + /* 4 corners */ + ptaGetIPt(pta, 2, &x3, &y3); + ptaGetIPt(pta, 3, &x4, &y4); + x = L_MIN(x1, x3); + y = L_MIN(y1, y2); + xmax = L_MAX(x2, x4); + ymax = L_MAX(y3, y4); + return boxCreate(x, y, xmax - x + 1, ymax - y + 1); +} + + +/*---------------------------------------------------------------------* + * Miscellaneous Boxa functions * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaGetExtent() + * + * \param[in] boxa + * \param[out] pw [optional] width + * \param[out] ph [optional] height + * \param[out] pbox [optional] minimum box containing all boxes in boxa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This computes the minimum rectangular bounding region
+ *          that contains all valid boxes in a boxa.
+ *      (2) The returned w and h are the minimum size image
+ *          that would contain all boxes untranslated.
+ *      (3) If there are no valid boxes, returned w and h are 0 and
+ *          all parameters in the returned box are 0.  This
+ *          is not an error, because an empty boxa is valid and
+ *          boxaGetExtent() is required for serialization.
+ *
+ */ +l_ok +boxaGetExtent(BOXA *boxa, + l_int32 *pw, + l_int32 *ph, + BOX **pbox) +{ +l_int32 i, n, x, y, w, h, xmax, ymax, xmin, ymin, found; + + PROCNAME("boxaGetExtent"); + + if (!pw && !ph && !pbox) + return ERROR_INT("no ptrs defined", procName, 1); + if (pw) *pw = 0; + if (ph) *ph = 0; + if (pbox) *pbox = NULL; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + xmax = ymax = 0; + xmin = ymin = 100000000; + found = FALSE; + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, &x, &y, &w, &h); + if (w <= 0 || h <= 0) + continue; + found = TRUE; + xmin = L_MIN(xmin, x); + ymin = L_MIN(ymin, y); + xmax = L_MAX(xmax, x + w); + ymax = L_MAX(ymax, y + h); + } + if (found == FALSE) /* no valid boxes in boxa */ + xmin = ymin = 0; + if (pw) *pw = xmax; + if (ph) *ph = ymax; + if (pbox) + *pbox = boxCreate(xmin, ymin, xmax - xmin, ymax - ymin); + + return 0; +} + + +/*! + * \brief boxaGetCoverage() + * + * \param[in] boxa + * \param[in] wc, hc dimensions of overall clipping rectangle with UL + * corner at (0, 0 that is covered by the boxes. + * \param[in] exactflag 1 for guaranteeing an exact result; 0 for getting + * an exact result only if the boxes do not overlap + * \param[out] pfract sum of box area as fraction of w * h + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The boxes in boxa are clipped to the input rectangle.
+ *      (2) * When %exactflag == 1, we generate a 1 bpp pix of size
+ *            wc x hc, paint all the boxes black, and count the fg pixels.
+ *            This can take 1 msec on a large page with many boxes.
+ *          * When %exactflag == 0, we clip each box to the wc x hc region
+ *            and sum the resulting areas.  This is faster.
+ *          * The results are the same when none of the boxes overlap
+ *            within the wc x hc region.
+ *
+ */ +l_ok +boxaGetCoverage(BOXA *boxa, + l_int32 wc, + l_int32 hc, + l_int32 exactflag, + l_float32 *pfract) +{ +l_int32 i, n, x, y, w, h, sum; +BOX *box, *boxc; +PIX *pixt; + + PROCNAME("boxaGetCoverage"); + + if (!pfract) + return ERROR_INT("&fract not defined", procName, 1); + *pfract = 0.0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + if (n == 0) + return ERROR_INT("no boxes in boxa", procName, 1); + + if (exactflag == 0) { /* quick and dirty */ + sum = 0; + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + if ((boxc = boxClipToRectangle(box, wc, hc)) != NULL) { + boxGetGeometry(boxc, NULL, NULL, &w, &h); + sum += w * h; + boxDestroy(&boxc); + } + boxDestroy(&box); + } + } else { /* slower and exact */ + pixt = pixCreate(wc, hc, 1); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + boxGetGeometry(box, &x, &y, &w, &h); + pixRasterop(pixt, x, y, w, h, PIX_SET, NULL, 0, 0); + boxDestroy(&box); + } + pixCountPixels(pixt, &sum, NULL); + pixDestroy(&pixt); + } + + *pfract = (l_float32)sum / (l_float32)(wc * hc); + return 0; +} + + +/*! + * \brief boxaaSizeRange() + * + * \param[in] baa + * \param[out] pminw [optional] min width of all boxes + * \param[out] pmaxw [optional] max width of all boxes + * \param[out] pminh [optional] min height of all boxes + * \param[out] pmaxh [optional] max height of all boxes + * \return 0 if OK, 1 on error + */ +l_ok +boxaaSizeRange(BOXAA *baa, + l_int32 *pminw, + l_int32 *pminh, + l_int32 *pmaxw, + l_int32 *pmaxh) +{ +l_int32 minw, minh, maxw, maxh, minbw, minbh, maxbw, maxbh, i, n; +BOXA *boxa; + + PROCNAME("boxaaSizeRange"); + + if (!pminw && !pmaxw && !pminh && !pmaxh) + return ERROR_INT("no data can be returned", procName, 1); + if (pminw) *pminw = 0; + if (pminh) *pminh = 0; + if (pmaxw) *pmaxw = 0; + if (pmaxh) *pmaxh = 0; + if (!baa) + return ERROR_INT("baa not defined", procName, 1); + + minw = minh = 100000000; + maxw = maxh = 0; + n = boxaaGetCount(baa); + for (i = 0; i < n; i++) { + boxa = boxaaGetBoxa(baa, i, L_CLONE); + boxaSizeRange(boxa, &minbw, &minbh, &maxbw, &maxbh); + if (minbw < minw) + minw = minbw; + if (minbh < minh) + minh = minbh; + if (maxbw > maxw) + maxw = maxbw; + if (maxbh > maxh) + maxh = maxbh; + boxaDestroy(&boxa); + } + + if (pminw) *pminw = minw; + if (pminh) *pminh = minh; + if (pmaxw) *pmaxw = maxw; + if (pmaxh) *pmaxh = maxh; + return 0; +} + + +/*! + * \brief boxaSizeRange() + * + * \param[in] boxa + * \param[out] pminw [optional] min width of all boxes + * \param[out] pmaxw [optional] max width of all boxes + * \param[out] pminh [optional] min height of all boxes + * \param[out] pmaxh [optional] max height of all boxes + * \return 0 if OK, 1 on error + */ +l_ok +boxaSizeRange(BOXA *boxa, + l_int32 *pminw, + l_int32 *pminh, + l_int32 *pmaxw, + l_int32 *pmaxh) +{ +l_int32 minw, minh, maxw, maxh, i, n, w, h; + + PROCNAME("boxaSizeRange"); + + if (!pminw && !pmaxw && !pminh && !pmaxh) + return ERROR_INT("no data can be returned", procName, 1); + if (pminw) *pminw = 0; + if (pminh) *pminh = 0; + if (pmaxw) *pmaxw = 0; + if (pmaxh) *pmaxh = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + minw = minh = 100000000; + maxw = maxh = 0; + n = boxaGetCount(boxa); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, NULL, NULL, &w, &h); + if (w < minw) + minw = w; + if (h < minh) + minh = h; + if (w > maxw) + maxw = w; + if (h > maxh) + maxh = h; + } + + if (pminw) *pminw = minw; + if (pminh) *pminh = minh; + if (pmaxw) *pmaxw = maxw; + if (pmaxh) *pmaxh = maxh; + return 0; +} + + +/*! + * \brief boxaLocationRange() + * + * \param[in] boxa + * \param[out] pminx [optional] min (UL corner) x value of all boxes + * \param[out] pminy [optional] min (UL corner) y value of all boxes + * \param[out] pmaxx [optional] max (UL corner) x value of all boxes + * \param[out] pmaxy [optional] max (UL corner) y value of all boxes + * \return 0 if OK, 1 on error + */ +l_ok +boxaLocationRange(BOXA *boxa, + l_int32 *pminx, + l_int32 *pminy, + l_int32 *pmaxx, + l_int32 *pmaxy) +{ +l_int32 minx, miny, maxx, maxy, i, n, x, y; + + PROCNAME("boxaLocationRange"); + + if (!pminx && !pminy && !pmaxx && !pmaxy) + return ERROR_INT("no data can be returned", procName, 1); + if (pminx) *pminx = 0; + if (pminy) *pminy = 0; + if (pmaxx) *pmaxx = 0; + if (pmaxy) *pmaxy = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + minx = miny = 100000000; + maxx = maxy = 0; + n = boxaGetCount(boxa); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, &x, &y, NULL, NULL); + if (x < minx) + minx = x; + if (y < miny) + miny = y; + if (x > maxx) + maxx = x; + if (y > maxy) + maxy = y; + } + + if (pminx) *pminx = minx; + if (pminy) *pminy = miny; + if (pmaxx) *pmaxx = maxx; + if (pmaxy) *pmaxy = maxy; + + return 0; +} + + +/*! + * \brief boxaGetSizes() + * + * \param[in] boxa + * \param[out] pnaw [optional] widths of valid boxes + * \param[out] pnah [optional] heights of valid boxes + * \return 0 if OK, 1 on error + */ +l_ok +boxaGetSizes(BOXA *boxa, + NUMA **pnaw, + NUMA **pnah) +{ +l_int32 i, n, w, h; +BOX *box; + + PROCNAME("boxaGetSizes"); + + if (pnaw) *pnaw = NULL; + if (pnah) *pnah = NULL; + if (!pnaw && !pnah) + return ERROR_INT("no output requested", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetValidCount(boxa); + if (pnaw) *pnaw = numaCreate(n); + if (pnah) *pnah = numaCreate(n); + for (i = 0; i < n; i++) { + box = boxaGetValidBox(boxa, i, L_COPY); + if (box) { + boxGetGeometry(box, NULL, NULL, &w, &h); + if (pnaw) numaAddNumber(*pnaw, w); + if (pnah) numaAddNumber(*pnah, h); + boxDestroy(&box); + } + } + + return 0; +} + + +/*! + * \brief boxaGetArea() + * + * \param[in] boxa + * \param[out] parea total area of all boxes + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Measures the total area of the boxes, without regard to overlaps.
+ *
+ */ +l_ok +boxaGetArea(BOXA *boxa, + l_int32 *parea) +{ +l_int32 i, n, w, h; + + PROCNAME("boxaGetArea"); + + if (!parea) + return ERROR_INT("&area not defined", procName, 1); + *parea = 0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, NULL, NULL, &w, &h); + *parea += w * h; + } + return 0; +} + + +/*! + * \brief boxaDisplayTiled() + * + * \param[in] boxas + * \param[in] pixa [optional] background for each box + * \param[in] first index of first box + * \param[in] last index of last box; use -1 to go to end + * \param[in] maxwidth of output image + * \param[in] linewidth width of box outlines, before scaling + * \param[in] scalefactor applied to every box; use 1.0 for no scaling + * \param[in] background 0 for white, 1 for black; this is the color + * of the spacing between the images + * \param[in] spacing between images, and on outside + * \param[in] border width of black border added to each image; + * use 0 for no border + * \return pixd of tiled images of boxes, or NULL on error + * + * 
+ * Notes:
+ *      (1) Displays each box separately in a tiled 32 bpp image.
+ *      (2) If pixa is defined, it must have the same count as the boxa,
+ *          and it will be a background over with each box is rendered.
+ *          If pixa is not defined, the boxes will be rendered over
+ *          blank images of identical size.
+ *      (3) See pixaDisplayTiledInRows() for other parameters.
+ *
+ */ +PIX * +boxaDisplayTiled(BOXA *boxas, + PIXA *pixa, + l_int32 first, + l_int32 last, + l_int32 maxwidth, + l_int32 linewidth, + l_float32 scalefactor, + l_int32 background, + l_int32 spacing, + l_int32 border) +{ +char buf[32]; +l_int32 i, n, npix, w, h, fontsize; +L_BMF *bmf; +BOX *box; +BOXA *boxa; +PIX *pix1, *pix2, *pixd; +PIXA *pixat; + + PROCNAME("boxaDisplayTiled"); + + if (!boxas) + return (PIX *)ERROR_PTR("boxas not defined", procName, NULL); + + boxa = boxaSaveValid(boxas, L_COPY); + n = boxaGetCount(boxa); + if (pixa) { + npix = pixaGetCount(pixa); + if (n != npix) { + boxaDestroy(&boxa); + return (PIX *)ERROR_PTR("boxa and pixa counts differ", + procName, NULL); + } + } + first = L_MAX(0, first); + if (last < 0) last = n - 1; + if (first >= n) { + boxaDestroy(&boxa); + return (PIX *)ERROR_PTR("invalid first", procName, NULL); + } + if (last >= n) { + L_WARNING("last = %d is beyond max index = %d; adjusting\n", + procName, last, n - 1); + last = n - 1; + } + if (first > last) { + boxaDestroy(&boxa); + return (PIX *)ERROR_PTR("first > last", procName, NULL); + } + + /* Because the bitmap font will be reduced when tiled, choose the + * font size inversely with the scale factor. */ + if (scalefactor > 0.8) + fontsize = 6; + else if (scalefactor > 0.6) + fontsize = 10; + else if (scalefactor > 0.4) + fontsize = 14; + else if (scalefactor > 0.3) + fontsize = 18; + else fontsize = 20; + bmf = bmfCreate(NULL, fontsize); + + pixat = pixaCreate(n); + boxaGetExtent(boxa, &w, &h, NULL); + for (i = first; i <= last; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + if (!pixa) { + pix1 = pixCreate(w, h, 32); + pixSetAll(pix1); + } else { + pix1 = pixaGetPix(pixa, i, L_COPY); + } + pixSetBorderVal(pix1, 0, 0, 0, 2, 0x0000ff00); + snprintf(buf, sizeof(buf), "%d", i); + pix2 = pixAddSingleTextblock(pix1, bmf, buf, 0x00ff0000, + L_ADD_BELOW, NULL); + pixDestroy(&pix1); + pixRenderBoxArb(pix2, box, linewidth, 255, 0, 0); + pixaAddPix(pixat, pix2, L_INSERT); + boxDestroy(&box); + } + bmfDestroy(&bmf); + boxaDestroy(&boxa); + + pixd = pixaDisplayTiledInRows(pixat, 32, maxwidth, scalefactor, background, + spacing, border); + pixaDestroy(&pixat); + return pixd; +} diff --git a/3rdparty/hgOCR/leptonica/boxfunc5.c b/3rdparty/hgOCR/leptonica/boxfunc5.c new file mode 100644 index 00000000..0e79e064 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/boxfunc5.c @@ -0,0 +1,2192 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file boxfunc5.c + * 
+ *
+ *      Boxa sequence fitting
+ *           BOXA     *boxaSmoothSequenceLS()
+ *           BOXA     *boxaSmoothSequenceMedian()
+ *           BOXA     *boxaLinearFit()
+ *           BOXA     *boxaWindowedMedian()
+ *           BOXA     *boxaModifyWithBoxa()
+ *           BOXA     *boxaConstrainSize()
+ *           BOXA     *boxaReconcileEvenOddHeight()
+ *    static l_int32   boxaTestEvenOddHeight()
+ *           BOXA     *boxaReconcilePairWidth()
+ *           l_int32   boxaSizeConsistency1()
+ *           l_int32   boxaSizeConsistency2()
+ *           BOXA     *boxaReconcileSizeByMedian()
+ *           l_int32   boxaPlotSides()   [for debugging]
+ *           l_int32   boxaPlotSizes()   [for debugging]
+ *           BOXA     *boxaFillSequence()
+ *    static l_int32   boxaFillAll()
+ *           l_int32   boxaSizeVariation()
+ *           l_int32   boxaMedianDimensions()
+ *
+ */ + +#include +#include "allheaders.h" + +static l_int32 boxaTestEvenOddHeight(BOXA *boxa1, BOXA *boxa2, l_int32 start, + l_float32 *pdel1, l_float32 *pdel2); +static l_int32 boxaFillAll(BOXA *boxa); + + +/*---------------------------------------------------------------------* + * Boxa sequence fitting * + *---------------------------------------------------------------------*/ +/*! + * \brief boxaSmoothSequenceLS() + * + * \param[in] boxas source boxa + * \param[in] factor reject outliers with widths and heights deviating + * from the median by more than %factor times + * the median variation from the median; typically ~3 + * \param[in] subflag L_USE_MINSIZE, L_USE_MAXSIZE, + * L_SUB_ON_LOC_DIFF, L_SUB_ON_SIZE_DIFF, + * L_USE_CAPPED_MIN, L_USE_CAPPED_MAX + * \param[in] maxdiff parameter used with L_SUB_ON_LOC_DIFF, + * L_SUB_ON_SIZE_DIFF, L_USE_CAPPED_MIN, + * L_USE_CAPPED_MAX + * \param[in] extrapixels pixels added on all sides (or subtracted + * if %extrapixels < 0) when using + * L_SUB_ON_LOC_DIFF and L_SUB_ON_SIZE_DIFF + * \param[in] debug 1 for debug output + * \return boxad fitted boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This returns a modified version of %boxas by constructing
+ *          for each input box a box that has been linear least square fit
+ *          (LSF) to the entire set.  The linear fitting is done to each of
+ *          the box sides independently, after outliers are rejected,
+ *          and it is computed separately for sequences of even and
+ *          odd boxes.  Once the linear LSF box is found, the output box
+ *          (in %boxad) is constructed from the input box and the LSF
+ *          box, depending on %subflag.  See boxaModifyWithBoxa() for
+ *          details on the use of %subflag and %maxdiff.
+ *      (2) This is useful if, in both the even and odd sets, the box
+ *          edges vary roughly linearly with its index in the set.
+ *
+ */ +BOXA * +boxaSmoothSequenceLS(BOXA *boxas, + l_float32 factor, + l_int32 subflag, + l_int32 maxdiff, + l_int32 extrapixels, + l_int32 debug) +{ +l_int32 n; +BOXA *boxae, *boxao, *boxalfe, *boxalfo, *boxame, *boxamo, *boxad; + + PROCNAME("boxaSmoothSequenceLS"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (factor <= 0.0) { + L_WARNING("factor must be > 0.0; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (maxdiff < 0) { + L_WARNING("maxdiff must be >= 0; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (subflag != L_USE_MINSIZE && subflag != L_USE_MAXSIZE && + subflag != L_SUB_ON_LOC_DIFF && subflag != L_SUB_ON_SIZE_DIFF && + subflag != L_USE_CAPPED_MIN && subflag != L_USE_CAPPED_MAX) { + L_WARNING("invalid subflag; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if ((n = boxaGetCount(boxas)) < 4) { + L_WARNING("need at least 4 boxes; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + + boxaSplitEvenOdd(boxas, 1, &boxae, &boxao); + if (debug) { + lept_mkdir("lept/smooth"); + boxaWriteDebug("/tmp/lept/smooth/boxae.ba", boxae); + boxaWriteDebug("/tmp/lept/smooth/boxao.ba", boxao); + } + + boxalfe = boxaLinearFit(boxae, factor, debug); + boxalfo = boxaLinearFit(boxao, factor, debug); + if (debug) { + boxaWriteDebug("/tmp/lept/smooth/boxalfe.ba", boxalfe); + boxaWriteDebug("/tmp/lept/smooth/boxalfo.ba", boxalfo); + } + + boxame = boxaModifyWithBoxa(boxae, boxalfe, subflag, maxdiff, extrapixels); + boxamo = boxaModifyWithBoxa(boxao, boxalfo, subflag, maxdiff, extrapixels); + if (debug) { + boxaWriteDebug("/tmp/lept/smooth/boxame.ba", boxame); + boxaWriteDebug("/tmp/lept/smooth/boxamo.ba", boxamo); + } + + boxad = boxaMergeEvenOdd(boxame, boxamo, 1); + boxaDestroy(&boxae); + boxaDestroy(&boxao); + boxaDestroy(&boxalfe); + boxaDestroy(&boxalfo); + boxaDestroy(&boxame); + boxaDestroy(&boxamo); + return boxad; +} + + +/*! + * \brief boxaSmoothSequenceMedian() + * + * \param[in] boxas source boxa + * \param[in] halfwin half-width of sliding window; used to find median + * \param[in] subflag L_USE_MINSIZE, L_USE_MAXSIZE, + * L_SUB_ON_LOC_DIFF, L_SUB_ON_SIZE_DIFF, + * L_USE_CAPPED_MIN, L_USE_CAPPED_MAX + * \param[in] maxdiff parameter used with L_SUB_ON_LOC_DIFF, + * L_SUB_ON_SIZE_DIFF, L_USE_CAPPED_MIN, + * L_USE_CAPPED_MAX + * \param[in] extrapixels pixels added on all sides (or subtracted + * if %extrapixels < 0) when using + * L_SUB_ON_LOC_DIFF and L_SUB_ON_SIZE_DIFF + * \param[in] debug 1 for debug output + * \return boxad fitted boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) The target width of the sliding window is 2 * %halfwin + 1.
+ *          If necessary, this will be reduced by boxaWindowedMedian().
+ *      (2) This returns a modified version of %boxas by constructing
+ *          for each input box a box that has been smoothed with windowed
+ *          median filtering.  The filtering is done to each of the
+ *          box sides independently, and it is computed separately for
+ *          sequences of even and odd boxes.  The output %boxad is
+ *          constructed from the input boxa and the filtered boxa,
+ *          depending on %subflag.  See boxaModifyWithBoxa() for
+ *          details on the use of %subflag, %maxdiff and %extrapixels.
+ *      (3) This is useful for removing noise separately in the even
+ *          and odd sets, where the box edge locations can have
+ *          discontinuities but otherwise vary roughly linearly within
+ *          intervals of size %halfwin or larger.
+ *      (4) If you don't need to handle even and odd sets separately,
+ *          just do this:
+ *              boxam = boxaWindowedMedian(boxas, halfwin, debug);
+ *              boxad = boxaModifyWithBoxa(boxas, boxam, subflag, maxdiff,
+ *                                         extrapixels);
+ *              boxaDestroy(&boxam);
+ *
+ */ +BOXA * +boxaSmoothSequenceMedian(BOXA *boxas, + l_int32 halfwin, + l_int32 subflag, + l_int32 maxdiff, + l_int32 extrapixels, + l_int32 debug) +{ +l_int32 n; +BOXA *boxae, *boxao, *boxamede, *boxamedo, *boxame, *boxamo, *boxad; + + PROCNAME("boxaSmoothSequenceMedian"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (halfwin <= 0) { + L_WARNING("halfwin must be > 0; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (maxdiff < 0) { + L_WARNING("maxdiff must be >= 0; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (subflag != L_USE_MINSIZE && subflag != L_USE_MAXSIZE && + subflag != L_SUB_ON_LOC_DIFF && subflag != L_SUB_ON_SIZE_DIFF && + subflag != L_USE_CAPPED_MIN && subflag != L_USE_CAPPED_MAX) { + L_WARNING("invalid subflag; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if ((n = boxaGetCount(boxas)) < 6) { + L_WARNING("need at least 6 boxes; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + + boxaSplitEvenOdd(boxas, 0, &boxae, &boxao); + if (debug) { + lept_mkdir("lept/smooth"); + boxaWriteDebug("/tmp/lept/smooth/boxae.ba", boxae); + boxaWriteDebug("/tmp/lept/smooth/boxao.ba", boxao); + } + + boxamede = boxaWindowedMedian(boxae, halfwin, debug); + boxamedo = boxaWindowedMedian(boxao, halfwin, debug); + if (debug) { + boxaWriteDebug("/tmp/lept/smooth/boxamede.ba", boxamede); + boxaWriteDebug("/tmp/lept/smooth/boxamedo.ba", boxamedo); + } + + boxame = boxaModifyWithBoxa(boxae, boxamede, subflag, maxdiff, extrapixels); + boxamo = boxaModifyWithBoxa(boxao, boxamedo, subflag, maxdiff, extrapixels); + if (debug) { + boxaWriteDebug("/tmp/lept/smooth/boxame.ba", boxame); + boxaWriteDebug("/tmp/lept/smooth/boxamo.ba", boxamo); + } + + boxad = boxaMergeEvenOdd(boxame, boxamo, 0); + if (debug) { + boxaPlotSides(boxas, NULL, NULL, NULL, NULL, NULL, NULL); + boxaPlotSides(boxad, NULL, NULL, NULL, NULL, NULL, NULL); + boxaPlotSizes(boxas, NULL, NULL, NULL, NULL); + boxaPlotSizes(boxad, NULL, NULL, NULL, NULL); + } + + boxaDestroy(&boxae); + boxaDestroy(&boxao); + boxaDestroy(&boxamede); + boxaDestroy(&boxamedo); + boxaDestroy(&boxame); + boxaDestroy(&boxamo); + return boxad; +} + + +/*! + * \brief boxaLinearFit() + * + * \param[in] boxas source boxa + * \param[in] factor reject outliers with widths and heights deviating + * from the median by more than %factor times + * the median deviation from the median; typically ~3 + * \param[in] debug 1 for debug output + * \return boxad fitted boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This finds a set of boxes (boxad) where each edge of each box is
+ *          a linear least square fit (LSF) to the edges of the
+ *          input set of boxes (boxas).  Before fitting, outliers in
+ *          the boxes in boxas are removed (see below).
+ *      (2) This is useful when each of the box edges in boxas are expected
+ *          to vary linearly with box index in the set.  These could
+ *          be, for example, noisy measurements of similar regions
+ *          on successive scanned pages.
+ *      (3) Method: there are 2 steps:
+ *          (a) Find and remove outliers, separately based on the deviation
+ *              from the median of the width and height of the box.
+ *              Use %factor to specify tolerance to outliers; use a very
+ *              large value of %factor to avoid rejecting any box sides
+ *              in the linear LSF.
+ *          (b) On the remaining boxes, do a linear LSF independently
+ *              for each of the four sides.
+ *      (4) Invalid input boxes are not used in computation of the LSF.
+ *      (5) The returned boxad can then be used in boxaModifyWithBoxa()
+ *          to selectively change the boxes in boxas.
+ *
+ */ +BOXA * +boxaLinearFit(BOXA *boxas, + l_float32 factor, + l_int32 debug) +{ +l_int32 n, i, w, h, lval, tval, rval, bval, rejectlr, rejecttb; +l_float32 al, bl, at, bt, ar, br, ab, bb; /* LSF coefficients */ +l_float32 medw, medh, medvarw, medvarh; +BOX *box, *boxempty; +BOXA *boxalr, *boxatb, *boxad; +NUMA *naw, *nah; +PTA *ptal, *ptat, *ptar, *ptab; + + PROCNAME("boxaLinearFit"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if ((n = boxaGetCount(boxas)) < 2) + return (BOXA *)ERROR_PTR("need at least 2 boxes", procName, NULL); + + /* Remove outliers based on width and height. + * First find the median width and the median deviation from + * the median width. Ditto for the height. */ + boxaExtractAsNuma(boxas, NULL, NULL, NULL, NULL, &naw, &nah, 0); + numaGetMedianDevFromMedian(naw, &medw, &medvarw); + numaGetMedianDevFromMedian(nah, &medh, &medvarh); + numaDestroy(&naw); + numaDestroy(&nah); + + if (debug) { + fprintf(stderr, "medw = %7.3f, medvarw = %7.3f\n", medw, medvarw); + fprintf(stderr, "medh = %7.3f, medvarh = %7.3f\n", medh, medvarh); + } + + /* To fit the left and right sides, only use boxes whose + * width is within (factor * medvarw) of the median width. + * Ditto for the top and bottom sides. Add empty boxes + * in as placeholders so that the index remains the same + * as in boxas. */ + boxalr = boxaCreate(n); + boxatb = boxaCreate(n); + boxempty = boxCreate(0, 0, 0, 0); /* placeholders */ + rejectlr = rejecttb = 0; + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxas, i, L_CLONE)) == NULL) { + boxaAddBox(boxalr, boxempty, L_COPY); + boxaAddBox(boxatb, boxempty, L_COPY); + continue; + } + boxGetGeometry(box, NULL, NULL, &w, &h); + if (L_ABS(w - medw) <= factor * medvarw) { + boxaAddBox(boxalr, box, L_COPY); + } else { + rejectlr++; + boxaAddBox(boxalr, boxempty, L_COPY); + } + if (L_ABS(h - medh) <= factor * medvarh) { + boxaAddBox(boxatb, box, L_COPY); + } else { + rejecttb++; + boxaAddBox(boxatb, boxempty, L_COPY); + } + boxDestroy(&box); + } + boxDestroy(&boxempty); + if (boxaGetCount(boxalr) < 2 || boxaGetCount(boxatb) < 2) { + boxaDestroy(&boxalr); + boxaDestroy(&boxatb); + return (BOXA *)ERROR_PTR("need at least 2 valid boxes", procName, NULL); + } + + if (debug) { + L_INFO("# lr reject = %d, # tb reject = %d\n", procName, + rejectlr, rejecttb); + lept_mkdir("linfit"); + boxaWriteDebug("/tmp/linfit/boxalr.ba", boxalr); + boxaWriteDebug("/tmp/linfit/boxatb.ba", boxatb); + } + + /* Extract the valid left and right box sides, along with the box + * index, from boxalr. This only extracts pts corresponding to + * valid boxes. Ditto: top and bottom sides from boxatb. */ + boxaExtractAsPta(boxalr, &ptal, NULL, &ptar, NULL, NULL, NULL, 0); + boxaExtractAsPta(boxatb, NULL, &ptat, NULL, &ptab, NULL, NULL, 0); + boxaDestroy(&boxalr); + boxaDestroy(&boxatb); + + if (debug) { + ptaWriteDebug("/tmp/linfit/ptal.pta", ptal, 1); + ptaWriteDebug("/tmp/linfit/ptar.pta", ptar, 1); + ptaWriteDebug("/tmp/linfit/ptat.pta", ptat, 1); + ptaWriteDebug("/tmp/linfit/ptab.pta", ptab, 1); + } + + /* Do a linear LSF fit to the points that are width and height + * validated. Because we've eliminated the outliers, there is no + * need to use ptaNoisyLinearLSF(ptal, factor, NULL, &al, &bl, ...) */ + ptaGetLinearLSF(ptal, &al, &bl, NULL); + ptaGetLinearLSF(ptat, &at, &bt, NULL); + ptaGetLinearLSF(ptar, &ar, &br, NULL); + ptaGetLinearLSF(ptab, &ab, &bb, NULL); + + /* Return the LSF smoothed values, interleaved with invalid + * boxes when the corresponding box in boxas is invalid. */ + boxad = boxaCreate(n); + boxempty = boxCreate(0, 0, 0, 0); /* use for placeholders */ + for (i = 0; i < n; i++) { + lval = (l_int32)(al * i + bl + 0.5); + tval = (l_int32)(at * i + bt + 0.5); + rval = (l_int32)(ar * i + br + 0.5); + bval = (l_int32)(ab * i + bb + 0.5); + if ((box = boxaGetValidBox(boxas, i, L_CLONE)) == NULL) { + boxaAddBox(boxad, boxempty, L_COPY); + } else { + boxDestroy(&box); + box = boxCreate(lval, tval, rval - lval + 1, bval - tval + 1); + boxaAddBox(boxad, box, L_INSERT); + } + } + boxDestroy(&boxempty); + + if (debug) { + boxaPlotSides(boxad, NULL, NULL, NULL, NULL, NULL, NULL); + boxaPlotSizes(boxad, NULL, NULL, NULL, NULL); + } + + ptaDestroy(&ptal); + ptaDestroy(&ptat); + ptaDestroy(&ptar); + ptaDestroy(&ptab); + return boxad; +} + + +/*! + * \brief boxaWindowedMedian() + * + * \param[in] boxas source boxa + * \param[in] halfwin half width of window over which the median is found + * \param[in] debug 1 for debug output + * \return boxad smoothed boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This finds a set of boxes (boxad) where each edge of each box is
+ *          a windowed median smoothed value to the edges of the
+ *          input set of boxes (boxas).
+ *      (2) Invalid input boxes are filled from nearby ones.
+ *      (3) The returned boxad can then be used in boxaModifyWithBoxa()
+ *          to selectively change the boxes in the source boxa.
+ *
+ */ +BOXA * +boxaWindowedMedian(BOXA *boxas, + l_int32 halfwin, + l_int32 debug) +{ +l_int32 n, i, left, top, right, bot; +BOX *box; +BOXA *boxaf, *boxad; +NUMA *nal, *nat, *nar, *nab, *naml, *namt, *namr, *namb; + + PROCNAME("boxaWindowedMedian"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if ((n = boxaGetCount(boxas)) < 3) { + L_WARNING("less than 3 boxes; returning a copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (halfwin <= 0) { + L_WARNING("halfwin must be > 0; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + + /* Fill invalid boxes in the input sequence */ + if ((boxaf = boxaFillSequence(boxas, L_USE_ALL_BOXES, debug)) == NULL) + return (BOXA *)ERROR_PTR("filled boxa not made", procName, NULL); + + /* Get the windowed median output from each of the sides */ + boxaExtractAsNuma(boxaf, &nal, &nat, &nar, &nab, NULL, NULL, 0); + naml = numaWindowedMedian(nal, halfwin); + namt = numaWindowedMedian(nat, halfwin); + namr = numaWindowedMedian(nar, halfwin); + namb = numaWindowedMedian(nab, halfwin); + + n = boxaGetCount(boxaf); + boxad = boxaCreate(n); + for (i = 0; i < n; i++) { + numaGetIValue(naml, i, &left); + numaGetIValue(namt, i, &top); + numaGetIValue(namr, i, &right); + numaGetIValue(namb, i, &bot); + box = boxCreate(left, top, right - left + 1, bot - top + 1); + boxaAddBox(boxad, box, L_INSERT); + } + + if (debug) { + boxaPlotSides(boxaf, NULL, NULL, NULL, NULL, NULL, NULL); + boxaPlotSides(boxad, NULL, NULL, NULL, NULL, NULL, NULL); + boxaPlotSizes(boxaf, NULL, NULL, NULL, NULL); + boxaPlotSizes(boxad, NULL, NULL, NULL, NULL); + } + + boxaDestroy(&boxaf); + numaDestroy(&nal); + numaDestroy(&nat); + numaDestroy(&nar); + numaDestroy(&nab); + numaDestroy(&naml); + numaDestroy(&namt); + numaDestroy(&namr); + numaDestroy(&namb); + return boxad; +} + + +/*! + * \brief boxaModifyWithBoxa() + * + * \param[in] boxas + * \param[in] boxam boxa with boxes used to modify those in boxas + * \param[in] subflag L_USE_MINSIZE, L_USE_MAXSIZE, + * L_SUB_ON_LOC_DIFF, L_SUB_ON_SIZE_DIFF, + * L_USE_CAPPED_MIN, L_USE_CAPPED_MAX + * \param[in] maxdiff parameter used with L_SUB_ON_LOC_DIFF, + * L_SUB_ON_SIZE_DIFF, L_USE_CAPPED_MIN, + * L_USE_CAPPED_MAX + * \param[in] extrapixels pixels added on all sides (or subtracted + * if %extrapixels < 0) when using + * L_SUB_ON_LOC_DIFF and L_SUB_ON_SIZE_DIFF + * \return boxad result after adjusting boxes in boxas, or NULL on error. + * + * 
+ * Notes:
+ *      (1) This takes two input boxa (boxas, boxam) and constructs boxad,
+ *          where each box in boxad is generated from the corresponding
+ *          boxes in boxas and boxam.  The rule for constructing each
+ *          output box depends on %subflag and %maxdiff.  Let boxs be
+ *          a box from %boxas and boxm be a box from %boxam.
+ *          * If %subflag == L_USE_MINSIZE: the output box is the intersection
+ *            of the two input boxes.
+ *          * If %subflag == L_USE_MAXSIZE: the output box is the union of the
+ *            two input boxes; i.e., the minimum bounding rectangle for the
+ *            two input boxes.
+ *          * If %subflag == L_SUB_ON_LOC_DIFF: each side of the output box
+ *            is found separately from the corresponding side of boxs and boxm.
+ *            Use the boxm side, expanded by %extrapixels, if greater than
+ *            %maxdiff pixels from the boxs side.
+ *          * If %subflag == L_SUB_ON_SIZE_DIFF: the sides of the output box
+ *            are determined in pairs from the width and height of boxs
+ *            and boxm.  If the boxm width differs by more than %maxdiff
+ *            pixels from boxs, use the boxm left and right sides,
+ *            expanded by %extrapixels.  Ditto for the height difference.
+ *          For the last two flags, each side of the output box is found
+ *          separately from the corresponding side of boxs and boxm,
+ *          according to these rules, where "smaller"("bigger") mean in a
+ *          direction that decreases(increases) the size of the output box:
+ *          * If %subflag == L_USE_CAPPED_MIN: use the Min of boxm
+ *            with the Max of (boxs, boxm +- %maxdiff), where the sign
+ *            is adjusted to make the box smaller (e.g., use "+" on left side).
+ *          * If %subflag == L_USE_CAPPED_MAX: use the Max of boxm
+ *            with the Min of (boxs, boxm +- %maxdiff), where the sign
+ *            is adjusted to make the box bigger (e.g., use "-" on left side).
+ *          Use of the last 2 flags is further explained in (3) and (4).
+ *      (2) boxas and boxam must be the same size.  If boxam == NULL,
+ *          this returns a copy of boxas with a warning.
+ *      (3) If %subflag == L_SUB_ON_LOC_DIFF, use boxm for each side
+ *          where the corresponding sides differ by more than %maxdiff.
+ *          Two extreme cases:
+ *          (a) set %maxdiff == 0 to use only values from boxam in boxad.
+ *          (b) set %maxdiff == 10000 to ignore all values from boxam;
+ *              then boxad will be the same as boxas.
+ *      (4) If %subflag == L_USE_CAPPED_MAX: use boxm if boxs is smaller;
+ *          use boxs if boxs is bigger than boxm by an amount up to %maxdiff;
+ *          and use boxm +- %maxdiff (the 'capped' value) if boxs is
+ *          bigger than boxm by an amount larger than %maxdiff.
+ *          Similarly, with interchange of Min/Max and sign of %maxdiff,
+ *          for %subflag == L_USE_CAPPED_MIN.
+ *      (5) If either of corresponding boxes in boxas and boxam is invalid,
+ *          an invalid box is copied to the result.
+ *      (6) Typical input for boxam may be the output of boxaLinearFit().
+ *          where outliers have been removed and each side is LS fit to a line.
+ *      (7) Unlike boxaAdjustWidthToTarget() and boxaAdjustHeightToTarget(),
+ *          this uses two boxes and does not specify target dimensions.
+ *          Additional constraints on the size of each box can be enforced
+ *          by following this operation with boxaConstrainSize(), taking
+ *          boxad as input.
+ *
+ */ +BOXA * +boxaModifyWithBoxa(BOXA *boxas, + BOXA *boxam, + l_int32 subflag, + l_int32 maxdiff, + l_int32 extrapixels) +{ +l_int32 n, i, ls, ts, rs, bs, ws, hs, lm, tm, rm, bm, wm, hm, ld, td, rd, bd; +BOX *boxs, *boxm, *boxd, *boxempty; +BOXA *boxad; + + PROCNAME("boxaModifyWithBoxa"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (!boxam) { + L_WARNING("boxam not defined; returning copy", procName); + return boxaCopy(boxas, L_COPY); + } + if (subflag != L_USE_MINSIZE && subflag != L_USE_MAXSIZE && + subflag != L_SUB_ON_LOC_DIFF && subflag != L_SUB_ON_SIZE_DIFF && + subflag != L_USE_CAPPED_MIN && subflag != L_USE_CAPPED_MAX) { + L_WARNING("invalid subflag; returning copy", procName); + return boxaCopy(boxas, L_COPY); + } + n = boxaGetCount(boxas); + if (n != boxaGetCount(boxam)) { + L_WARNING("boxas and boxam sizes differ; returning copy", procName); + return boxaCopy(boxas, L_COPY); + } + + boxad = boxaCreate(n); + boxempty = boxCreate(0, 0, 0, 0); /* placeholders */ + for (i = 0; i < n; i++) { + boxs = boxaGetValidBox(boxas, i, L_CLONE); + boxm = boxaGetValidBox(boxam, i, L_CLONE); + if (!boxs || !boxm) { + boxaAddBox(boxad, boxempty, L_COPY); + } else { + boxGetGeometry(boxs, &ls, &ts, &ws, &hs); + boxGetGeometry(boxm, &lm, &tm, &wm, &hm); + rs = ls + ws - 1; + bs = ts + hs - 1; + rm = lm + wm - 1; + bm = tm + hm - 1; + if (subflag == L_USE_MINSIZE) { + ld = L_MAX(ls, lm); + rd = L_MIN(rs, rm); + td = L_MAX(ts, tm); + bd = L_MIN(bs, bm); + } else if (subflag == L_USE_MAXSIZE) { + ld = L_MIN(ls, lm); + rd = L_MAX(rs, rm); + td = L_MIN(ts, tm); + bd = L_MAX(bs, bm); + } else if (subflag == L_SUB_ON_LOC_DIFF) { + ld = (L_ABS(lm - ls) <= maxdiff) ? ls : lm - extrapixels; + td = (L_ABS(tm - ts) <= maxdiff) ? ts : tm - extrapixels; + rd = (L_ABS(rm - rs) <= maxdiff) ? rs : rm + extrapixels; + bd = (L_ABS(bm - bs) <= maxdiff) ? bs : bm + extrapixels; + } else if (subflag == L_SUB_ON_SIZE_DIFF) { + ld = (L_ABS(wm - ws) <= maxdiff) ? ls : lm - extrapixels; + td = (L_ABS(hm - hs) <= maxdiff) ? ts : tm - extrapixels; + rd = (L_ABS(wm - ws) <= maxdiff) ? rs : rm + extrapixels; + bd = (L_ABS(hm - hs) <= maxdiff) ? bs : bm + extrapixels; + } else if (subflag == L_USE_CAPPED_MIN) { + ld = L_MAX(lm, L_MIN(ls, lm + maxdiff)); + td = L_MAX(tm, L_MIN(ts, tm + maxdiff)); + rd = L_MIN(rm, L_MAX(rs, rm - maxdiff)); + bd = L_MIN(bm, L_MAX(bs, bm - maxdiff)); + } else { /* subflag == L_USE_CAPPED_MAX */ + ld = L_MIN(lm, L_MAX(ls, lm - maxdiff)); + td = L_MIN(tm, L_MAX(ts, tm - maxdiff)); + rd = L_MAX(rm, L_MIN(rs, rm + maxdiff)); + bd = L_MAX(bm, L_MIN(bs, bm + maxdiff)); + } + boxd = boxCreate(ld, td, rd - ld + 1, bd - td + 1); + boxaAddBox(boxad, boxd, L_INSERT); + } + boxDestroy(&boxs); + boxDestroy(&boxm); + } + boxDestroy(&boxempty); + + return boxad; +} + + +/*! + * \brief boxaConstrainSize() + * + * \param[in] boxas + * \param[in] width force width of all boxes to this size; + * input 0 to use the median width + * \param[in] widthflag L_ADJUST_SKIP, L_ADJUST_LEFT, L_ADJUST_RIGHT, + * or L_ADJUST_LEFT_AND_RIGHT + * \param[in] height force height of all boxes to this size; + * input 0 to use the median height + * \param[in] heightflag L_ADJUST_SKIP, L_ADJUST_TOP, L_ADJUST_BOT, + * or L_ADJUST_TOP_AND_BOT + * \return boxad adjusted so all boxes are the same size + * + * 
+ * Notes:
+ *      (1) Forces either width or height (or both) of every box in
+ *          the boxa to a specified size, by moving the indicated sides.
+ *      (2) Not all input boxes need to be valid.  Median values will be
+ *          used with invalid boxes.
+ *      (3) Typical input might be the output of boxaLinearFit(),
+ *          where each side has been fit.
+ *      (4) Unlike boxaAdjustWidthToTarget() and boxaAdjustHeightToTarget(),
+ *          this is not dependent on a difference threshold to change the size.
+ *      (5) On error, a message is issued and a copy of the input boxa
+ *          is returned.
+ *
+ */ +BOXA * +boxaConstrainSize(BOXA *boxas, + l_int32 width, + l_int32 widthflag, + l_int32 height, + l_int32 heightflag) +{ +l_int32 n, i, x, y, w, h, invalid; +l_int32 delw, delh, del_left, del_right, del_top, del_bot; +BOX *medbox, *boxs, *boxd; +BOXA *boxad; + + PROCNAME("boxaConstrainSize"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + + /* Need median values if requested or if there are invalid boxes */ + invalid = boxaGetCount(boxas) - boxaGetValidCount(boxas); + medbox = NULL; + if (width == 0 || height == 0 || invalid > 0) { + if (boxaGetMedianVals(boxas, &x, &y, NULL, NULL, &w, &h)) { + L_ERROR("median vals not returned", procName); + return boxaCopy(boxas, L_COPY); + } + medbox = boxCreate(x, y, w, h); + if (width == 0) width = w; + if (height == 0) height = h; + } + + n = boxaGetCount(boxas); + boxad = boxaCreate(n); + for (i = 0; i < n; i++) { + if ((boxs = boxaGetValidBox(boxas, i, L_COPY)) == NULL) + boxs = boxCopy(medbox); + boxGetGeometry(boxs, NULL, NULL, &w, &h); + delw = width - w; + delh = height - h; + del_left = del_right = del_top = del_bot = 0; + if (widthflag == L_ADJUST_LEFT) { + del_left = -delw; + } else if (widthflag == L_ADJUST_RIGHT) { + del_right = delw; + } else { + del_left = -delw / 2; + del_right = delw / 2 + L_SIGN(delw) * (delw & 1); + } + if (heightflag == L_ADJUST_TOP) { + del_top = -delh; + } else if (heightflag == L_ADJUST_BOT) { + del_bot = delh; + } else { + del_top = -delh / 2; + del_bot = delh / 2 + L_SIGN(delh) * (delh & 1); + } + boxd = boxAdjustSides(NULL, boxs, del_left, del_right, + del_top, del_bot); + boxaAddBox(boxad, boxd, L_INSERT); + boxDestroy(&boxs); + } + + boxDestroy(&medbox); + return boxad; +} + + +/*! + * \brief boxaReconcileEvenOddHeight() + * + * \param[in] boxas containing at least 3 valid boxes in even and odd + * \param[in] sides L_ADJUST_TOP, L_ADJUST_BOT, L_ADJUST_TOP_AND_BOT + * \param[in] delh threshold on median height difference + * \param[in] op L_ADJUST_CHOOSE_MIN, L_ADJUST_CHOOSE_MAX + * \param[in] factor > 0.0, typically near 1.0 + * \param[in] start 0 if pairing (0,1), etc; 1 if pairing (1,2), etc + * \return boxad adjusted, or a copy of boxas on error + * + * 
+ * Notes:
+ *      (1) The basic idea is to reconcile differences in box height
+ *          in the even and odd boxes, by moving the top and/or bottom
+ *          edges in the even and odd boxes.  Choose the edge or edges
+ *          to be moved, whether to adjust the boxes with the min
+ *          or the max of the medians, and the threshold on the median
+ *          difference between even and odd box heights for the operations
+ *          to take place.  The same threshold is also used to
+ *          determine if each individual box edge is to be adjusted.
+ *      (2) Boxes are conditionally reset with either the same top (y)
+ *          value or the same bottom value, or both.  The value is
+ *          determined by the greater or lesser of the medians of the
+ *          even and odd boxes, with the choice depending on the value
+ *          of %op, which selects for either min or max median height.
+ *          If the median difference between even and odd boxes is
+ *          greater than %dely, then any individual box edge that differs
+ *          from the selected median by more than %dely is set to
+ *          the selected median times a factor typically near 1.0.
+ *      (3) Note that if selecting for minimum height, you will choose
+ *          the largest y-value for the top and the smallest y-value for
+ *          the bottom of the box.
+ *      (4) Typical input might be the output of boxaSmoothSequence(),
+ *          where even and odd boxa have been independently regulated.
+ *      (5) Require at least 3 valid even boxes and 3 valid odd boxes.
+ *          Median values will be used for invalid boxes.
+ *      (6) If the median height is not representative of the boxes
+ *          in %boxas, this can make things much worse.  In that case,
+ *          ignore the value of %op, and force pairwise equality of the
+ *          heights, with pairwise maximal vertical extension.
+ *
+ */ +BOXA * +boxaReconcileEvenOddHeight(BOXA *boxas, + l_int32 sides, + l_int32 delh, + l_int32 op, + l_float32 factor, + l_int32 start) +{ +l_int32 n, he, ho, hmed, doeven; +l_float32 del1, del2; +BOXA *boxae, *boxao, *boxa1e, *boxa1o, *boxad; + + PROCNAME("boxaReconcileEvenOddHeight"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (sides != L_ADJUST_TOP && sides != L_ADJUST_BOT && + sides != L_ADJUST_TOP_AND_BOT) { + L_WARNING("no action requested; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if ((n = boxaGetValidCount(boxas)) < 6) { + L_WARNING("need at least 6 valid boxes; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (factor <= 0.0) { + L_WARNING("invalid factor; setting to 1.0\n", procName); + factor = 1.0; + } + + /* Require at least 3 valid boxes of both types */ + boxaSplitEvenOdd(boxas, 0, &boxae, &boxao); + if (boxaGetValidCount(boxae) < 3 || boxaGetValidCount(boxao) < 3) { + boxaDestroy(&boxae); + boxaDestroy(&boxao); + return boxaCopy(boxas, L_COPY); + } + + /* Get the median heights for each set */ + boxaGetMedianVals(boxae, NULL, NULL, NULL, NULL, NULL, &he); + boxaGetMedianVals(boxao, NULL, NULL, NULL, NULL, NULL, &ho); + L_INFO("median he = %d, median ho = %d\n", procName, he, ho); + + /* If the difference in median height reaches the threshold %delh, + * only adjust the side(s) of one of the sets. If we choose + * the minimum median height as the target, allow the target + * to be scaled by a factor, typically near 1.0, of the + * minimum median height. And similarly if the target is + * the maximum median height. */ + if (L_ABS(he - ho) > delh) { + if (op == L_ADJUST_CHOOSE_MIN) { + doeven = (ho < he) ? TRUE : FALSE; + hmed = (l_int32)(factor * L_MIN(he, ho)); + hmed = L_MIN(hmed, L_MAX(he, ho)); /* don't make it bigger! */ + } else { /* max height */ + doeven = (ho > he) ? TRUE : FALSE; + hmed = (l_int32)(factor * L_MAX(he, ho)); + hmed = L_MAX(hmed, L_MIN(he, ho)); /* don't make it smaller! */ + } + if (doeven) { + boxa1e = boxaAdjustHeightToTarget(NULL, boxae, sides, hmed, delh); + boxa1o = boxaCopy(boxao, L_COPY); + } else { /* !doeven */ + boxa1e = boxaCopy(boxae, L_COPY); + boxa1o = boxaAdjustHeightToTarget(NULL, boxao, sides, hmed, delh); + } + } else { + boxa1e = boxaCopy(boxae, L_CLONE); + boxa1o = boxaCopy(boxao, L_CLONE); + } + boxaDestroy(&boxae); + boxaDestroy(&boxao); + + /* It can happen that the median is not a good measure for an + * entire book. In that case, the reconciliation above can do + * more harm than good. Sanity check by comparing height and y + * differences of adjacent even/odd boxes, before and after + * reconciliation. */ + boxad = boxaMergeEvenOdd(boxa1e, boxa1o, 0); + boxaTestEvenOddHeight(boxas, boxad, start, &del1, &del2); + boxaDestroy(&boxa1e); + boxaDestroy(&boxa1o); + if (del2 < del1 + 10.) + return boxad; + + /* Using the median made it worse. Skip reconciliation: + * forcing all pairs of top and bottom values to have + * maximum extent does not improve the situation either. */ + L_INFO("Got worse: del2 = %f > del1 = %f\n", procName, del2, del1); + boxaDestroy(&boxad); + return boxaCopy(boxas, L_COPY); +} + + +/*! + * \brief boxaTestEvenOddHeight() + * + * \param[in] boxa1 input boxa 1 + * \param[in] boxa2 input boxa 2 + * \param[in] start 0 if pairing (0,1), etc; 1 if pairing (1,2), etc + * \param[out] pdel1 root mean of (dely^2 + delh^2 for boxa1 + * \param[out] pdel2 root mean of (dely^2 + delh^2 for boxa2 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This compares differences in the y location and height of
+ *          adjacent boxes, in each of the input boxa.
+ *
+ */ +static l_int32 +boxaTestEvenOddHeight(BOXA *boxa1, + BOXA *boxa2, + l_int32 start, + l_float32 *pdel1, + l_float32 *pdel2) +{ +l_int32 i, n, npairs, y1a, y1b, y2a, y2b, h1a, h1b, h2a, h2b; +l_float32 del1, del2; + + PROCNAME("boxaTestEvenOddHeight"); + + if (pdel1) *pdel1 = 0.0; + if (pdel2) *pdel2 = 0.0; + if (!pdel1 || !pdel2) + return ERROR_INT("&del1 and &del2 not both defined", procName, 1); + if (!boxa1 || !boxa2) + return ERROR_INT("boxa1 and boxa2 not both defined", procName, 1); + n = L_MIN(boxaGetCount(boxa1), boxaGetCount(boxa2)); + + /* For boxa1 and boxa2 separately, we expect the y and h values + * to be similar for adjacent boxes. Get a measure of similarity + * by finding the sum of squares of differences between + * y values and between h values, and adding them. */ + del1 = del2 = 0.0; + npairs = (n - start) / 2; + for (i = start; i < 2 * npairs; i += 2) { + boxaGetBoxGeometry(boxa1, i, NULL, &y1a, NULL, &h1a); + boxaGetBoxGeometry(boxa1, i + 1, NULL, &y1b, NULL, &h1b); + del1 += (l_float32)(y1a - y1b) * (y1a - y1b) + + (h1a - h1b) * (h1a - h1b); + boxaGetBoxGeometry(boxa2, i, NULL, &y2a, NULL, &h2a); + boxaGetBoxGeometry(boxa2, i + 1, NULL, &y2b, NULL, &h2b); + del2 += (l_float32)(y2a - y2b) * (y2a - y2b) + + (h2a - h2b) * (h2a - h2b); + } + + /* Get the root of the average of the sum of square differences */ + *pdel1 = (l_float32)sqrt((l_float64)del1 / (0.5 * n)); + *pdel2 = (l_float32)sqrt((l_float64)del2 / (0.5 * n)); + return 0; +} + + +/*! + * \brief boxaReconcilePairWidth() + * + * \param[in] boxas + * \param[in] delw threshold on adjacent width difference + * \param[in] op L_ADJUST_CHOOSE_MIN, L_ADJUST_CHOOSE_MAX + * \param[in] factor > 0.0, typically near 1.0 + * \param[in] na [optional] indicator array allowing change + * \return boxad adjusted, or a copy of boxas on error + * + * 
+ * Notes:
+ *      (1) This reconciles differences in the width of adjacent boxes,
+ *          by moving one side of one of the boxes in each pair.
+ *          If the widths in the pair differ by more than some
+ *          threshold, move either the left side for even boxes or
+ *          the right side for odd boxes, depending on if we're choosing
+ *          the min or max.  If choosing min, the width of the max is
+ *          set to factor * (width of min).  If choosing max, the width
+ *          of the min is set to factor * (width of max).
+ *      (2) If %na exists, it is an indicator array corresponding to the
+ *          boxes in %boxas.  If %na != NULL, only boxes with an
+ *          indicator value of 1 are allowed to adjust; otherwise,
+ *          all boxes can adjust.
+ *      (3) Typical input might be the output of boxaSmoothSequence(),
+ *          where even and odd boxa have been independently regulated.
+ *
+ */ +BOXA * +boxaReconcilePairWidth(BOXA *boxas, + l_int32 delw, + l_int32 op, + l_float32 factor, + NUMA *na) +{ +l_int32 i, ne, no, nmin, xe, we, xo, wo, inde, indo, x, w; +BOX *boxe, *boxo; +BOXA *boxae, *boxao, *boxad; + + PROCNAME("boxaReconcilePairWidth"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (factor <= 0.0) { + L_WARNING("invalid factor; setting to 1.0\n", procName); + factor = 1.0; + } + + /* Taking the boxes in pairs, if the difference in width reaches + * the threshold %delw, adjust the left or right side of one + * of the pair. */ + boxaSplitEvenOdd(boxas, 0, &boxae, &boxao); + ne = boxaGetCount(boxae); + no = boxaGetCount(boxao); + nmin = L_MIN(ne, no); + for (i = 0; i < nmin; i++) { + /* Set indicator values */ + if (na) { + numaGetIValue(na, 2 * i, &inde); + numaGetIValue(na, 2 * i + 1, &indo); + } else { + inde = indo = 1; + } + if (inde == 0 && indo == 0) continue; + + boxe = boxaGetBox(boxae, i, L_CLONE); + boxo = boxaGetBox(boxao, i, L_CLONE); + boxGetGeometry(boxe, &xe, NULL, &we, NULL); + boxGetGeometry(boxo, &xo, NULL, &wo, NULL); + if (we == 0 || wo == 0) { /* if either is invalid; skip */ + boxDestroy(&boxe); + boxDestroy(&boxo); + continue; + } else if (L_ABS(we - wo) > delw) { + if (op == L_ADJUST_CHOOSE_MIN) { + if (we > wo && inde == 1) { + /* move left side of even to the right */ + w = factor * wo; + x = xe + (we - w); + boxSetGeometry(boxe, x, -1, w, -1); + } else if (we < wo && indo == 1) { + /* move right side of odd to the left */ + w = factor * we; + boxSetGeometry(boxo, -1, -1, w, -1); + } + } else { /* maximize width */ + if (we < wo && inde == 1) { + /* move left side of even to the left */ + w = factor * wo; + x = L_MAX(0, xe + (we - w)); + w = we + (xe - x); /* covers both cases for the max */ + boxSetGeometry(boxe, x, -1, w, -1); + } else if (we > wo && indo == 1) { + /* move right side of odd to the right */ + w = factor * we; + boxSetGeometry(boxo, -1, -1, w, -1); + } + } + } + boxDestroy(&boxe); + boxDestroy(&boxo); + } + + boxad = boxaMergeEvenOdd(boxae, boxao, 0); + boxaDestroy(&boxae); + boxaDestroy(&boxao); + return boxad; +} + + +/*! + * \brief boxaSizeConsistency1() + * + * \param[in] boxas of size >= 10 + * \param[in] type L_CHECK_WIDTH, L_CHECK_HEIGHT + * \param[in] threshp threshold for pairwise fractional variation + * \param[in] threshm threshold for fractional variation from median + * \param[out] pfvarp [optional] average fractional pairwise variation + * \param[out] pfvarm [optional] average fractional median variation + * \param[out] psame decision for uniformity of page size (1, 0, -1) + * + * 
+ * Notes:
+ *      (1) This evaluates a boxa for particular types of dimensional
+ *          variation.  Select either width or height variation.  Then
+ *          it returns two numbers: one is based on pairwise (even/odd)
+ *          variation; the other is based on the average variation
+ *          from the boxa median.
+ *      (2) For the pairwise variation, get the fraction of the absolute
+ *          difference in dimension of each pair of boxes, and take
+ *          the average value.  The median variation is simply the
+ *          the average of the fractional deviation from the median
+ *          of all the boxes.
+ *      (3) Use 0 for default values of %threshp and %threshm.  They are
+ *            threshp:  0.02
+ *            threshm:  0.015
+ *      (4) The intended application is that the boxes are a sequence of
+ *          page regions in a book scan, and we calculate two numbers
+ *          that can give an indication if the pages are approximately
+ *          the same size.  The pairwise variation should be small if
+ *          the boxes are correctly calculated.  If there are a
+ *          significant number of random or systematic outliers, the
+ *          pairwise variation will be large, and no decision will be made
+ *          (i.e., return same == -1).  Here are the possible outcomes:
+ *            Pairwise Var    Median Var    Decision
+ *            ------------    ----------    --------
+ *            small           small         same size  (1)
+ *            small           large         different size  (0)
+ *            large           small/large   unknown   (-1)
+ *
+ */ +l_ok +boxaSizeConsistency1(BOXA *boxas, + l_int32 type, + l_float32 threshp, + l_float32 threshm, + l_float32 *pfvarp, + l_float32 *pfvarm, + l_int32 *psame) +{ +l_int32 i, n, bw1, bh1, bw2, bh2, npairs; +l_float32 ave, fdiff, sumdiff, med, fvarp, fvarm; +NUMA *na1; + + PROCNAME("boxaSizeConsistency1"); + + if (pfvarp) *pfvarp = 0.0; + if (pfvarm) *pfvarm = 0.0; + if (!psame) + return ERROR_INT("&same not defined", procName, 1); + *psame = -1; + if (!boxas) + return ERROR_INT("boxas not defined", procName, 1); + if (boxaGetValidCount(boxas) < 6) + return ERROR_INT("need a least 6 valid boxes", procName, 1); + if (type != L_CHECK_WIDTH && type != L_CHECK_HEIGHT) + return ERROR_INT("invalid type", procName, 1); + if (threshp < 0.0 || threshp >= 0.5) + return ERROR_INT("invalid threshp", procName, 1); + if (threshm < 0.0 || threshm >= 0.5) + return ERROR_INT("invalid threshm", procName, 1); + if (threshp == 0.0) threshp = 0.02; + if (threshm == 0.0) threshm = 0.015; + + /* Evaluate pairwise variation */ + n = boxaGetCount(boxas); + na1 = numaCreate(0); + for (i = 0, npairs = 0, sumdiff = 0; i < n - 1; i += 2) { + boxaGetBoxGeometry(boxas, i, NULL, NULL, &bw1, &bh1); + boxaGetBoxGeometry(boxas, i + 1, NULL, NULL, &bw2, &bh2); + if (bw1 == 0 || bh1 == 0 || bw2 == 0 || bh2 == 0) + continue; + npairs++; + if (type == L_CHECK_WIDTH) { + ave = (bw1 + bw2) / 2.0; + fdiff = L_ABS(bw1 - bw2) / ave; + numaAddNumber(na1, bw1); + numaAddNumber(na1, bw2); + } else { /* type == L_CHECK_HEIGHT) */ + ave = (bh1 + bh2) / 2.0; + fdiff = L_ABS(bh1 - bh2) / ave; + numaAddNumber(na1, bh1); + numaAddNumber(na1, bh2); + } + sumdiff += fdiff; + } + fvarp = sumdiff / npairs; + if (pfvarp) *pfvarp = fvarp; + + /* Evaluate the average abs fractional deviation from the median */ + numaGetMedian(na1, &med); + if (med == 0.0) { + L_WARNING("median value is 0\n", procName); + } else { + numaGetMeanDevFromMedian(na1, med, &fvarm); + fvarm /= med; + if (pfvarm) *pfvarm = fvarm; + } + numaDestroy(&na1); + + /* Make decision */ + if (fvarp < threshp && fvarm < threshm) + *psame = 1; + else if (fvarp < threshp && fvarm > threshm) + *psame = 0; + else + *psame = -1; /* unknown */ + return 0; +} + + +/*! + * \brief boxaSizeConsistency2() + * + * \param[in] boxas of size >= 10 + * \param[out] pfdevw average fractional deviation from median width + * \param[out] pfdevh average fractional deviation from median height + * \param[in] debug 1 for debug plot output of input and regularized + * width and height + * + * 
+ * Notes:
+ *      (1) This evaluates a boxa for consistency of the box sizes.
+ *          The intended application is that the boxes are a sequence of
+ *          page regions in a book scan, and the output is a decision
+ *          about whether the pages should be approximately the same size.
+ *          The determination should be robust to outliers, both random
+ *          and (for many cases) systematic.
+ *      (2) This differs from boxaSizeConsistency1() in that it attempts
+ *          to correct for box dimensional errors before doing the
+ *          evaluation.  For this reason, it may be less robust.
+ *      (3) Adjacent even and odd boxes are expected to be the same size.
+ *          Take them pairwise, and assume the minimum height, hmin,
+ *          is correct.  Then for (the usual case) wmin/hmin > 0.5, assume
+ *          the minimum width is correct.  If wmin/hmin <= 0.5, assume
+ *          the maximum width is correct.
+ *      (4) After correcting each pair so that they are the same size,
+ *          compute the average fractional deviation, from median width and
+ *          height.  A deviation of width or height by more than about
+ *          0.02 is evidence that the boxes may be from a non-homogeneous
+ *          source, such as a book with significantly different page sizes.
+ *
+ */ +l_ok +boxaSizeConsistency2(BOXA *boxas, + l_float32 *pfdevw, + l_float32 *pfdevh, + l_int32 debug) +{ +l_int32 i, n, bw1, bh1, bw2, bh2, npairs; +l_float32 medw, medh, devw, devh, minw, maxw, minh, w; +BOX *box; +BOXA *boxa1; +NUMA *naw, *nah; +PIX *pix1, *pix2, *pix3; +PIXA *pixa; + + PROCNAME("boxaSizeConsistency2"); + + if (pfdevw) *pfdevw = 0.0; + if (pfdevh) *pfdevh = 0.0; + if (!boxas) + return ERROR_INT("boxas not defined", procName, 1); + if (!pfdevw || !pfdevh) + return ERROR_INT("&fdevw and &fdevh not both defined", procName, 1); + n = boxaGetCount(boxas); + if (n < 10) { + L_WARNING("small boxa; assuming OK", procName); + return 0; + } + + /* Regularize w and h in pairs; skip last box if n is odd */ + boxa1 = (debug) ? boxaCreate(n) : NULL; + naw = numaCreate(0); + nah = numaCreate(0); + for (i = 0, npairs = 0; i < n - 1; i += 2) { + boxaGetBoxGeometry(boxas, i, NULL, NULL, &bw1, &bh1); + boxaGetBoxGeometry(boxas, i + 1, NULL, NULL, &bw2, &bh2); + if (bw1 == 0 || bh1 == 0 || bw2 == 0 || bh2 == 0) + continue; + npairs++; + minw = (l_float32)L_MIN(bw1, bw2); + maxw = (l_float32)L_MAX(bw1, bw2); + minh = (l_float32)L_MIN(bh1, bh2); + w = (minw / minh > 0.5) ? minw : maxw; + numaAddNumber(naw, w); + numaAddNumber(nah, minh); + if (debug) { + box = boxCreate(0, 0, w, minh); + boxaAddBox(boxa1, box, L_COPY); + boxaAddBox(boxa1, box, L_INSERT); + } + } + if (npairs == 0) { + L_WARNING("no valid box pairs\n", procName); + numaDestroy(&naw); + numaDestroy(&nah); + boxaDestroy(&boxa1); + } + + /* Get the median value of the regularized sizes, and find + * the average absolute fractional deviation from the median. */ + numaGetMedian(naw, &medw); + numaGetMedian(nah, &medh); + numaGetMeanDevFromMedian(naw, medw, &devw); + numaGetMeanDevFromMedian(nah, medh, &devh); + *pfdevw = devw / medw; + *pfdevh = devh / medh; + if (debug) { + fprintf(stderr, "medw = %5.1f, medh = %5.1f\n", medw, medh); + fprintf(stderr, "fdevw = %6.3f, fdevh = %6.3f\n", *pfdevw, *pfdevh); + boxaPlotSizes(boxas, "input_boxa", NULL, NULL, &pix1); + boxaPlotSizes(boxa1, "regularized_boxa", NULL, NULL, &pix2); + pixDisplay(pix1, 500, 0); + pixDisplay(pix2, 500, 1000); + pixa = pixaCreate(2); + pixaAddPix(pixa, pix1, L_INSERT); + pixaAddPix(pixa, pix2, L_INSERT); + pix3 = pixaDisplayTiledInColumns(pixa, 2, 1.0, 3, 2); + lept_mkdir("lept/boxa"); + pixWrite("/tmp/lept/boxa/eval.png", pix3, IFF_PNG); + pixDisplay(pix3, 100, 100); + pixDestroy(&pix3); + pixaDestroy(&pixa); + boxaDestroy(&boxa1); + } + + numaDestroy(&naw); + numaDestroy(&nah); + return 0; +} + + +/*! + * \brief boxaReconcileSizeByMedian() + * + * \param[in] boxas containing at least 6 valid boxes + * \param[in] type L_CHECK_WIDTH, L_CHECK_HEIGHT, L_CHECK_BOTH + * \param[in] dfract threshold fraction of dimensional variation from + * median; in range (0 ... 1); typ. about 0.05. + * \param[in] sfract threshold fraction of side variation from median; + * in range (0 ... 1); typ. about 0.04. + * \param[in] factor expansion for fixed box beyond median width; + * should be near 1.0. + * \param[out] pnadelw [optional] diff from median width for boxes + * above threshold + * \param[out] pnadelh [optional] diff from median height for boxes + * above threshold + * \param[out] ratiowh [optional] ratio of median width/height of boxas + * \return boxad possibly adjusted from boxas; a copy of boxas on error + * + * 
+ * Notes:
+ *      (1) The basic idea is to identify significant differences in box
+ *          dimension (either width or height) and modify the outlier boxes.
+ *      (2) %type specifies if we are reconciling the width, height or both.
+ *      (3) %dfract specifies the tolerance for different dimensions. Any
+ *          box with a fractional difference from the median size that
+ *          exceeds %dfract will be altered.
+ *      (4) %sfract specifies the tolerance for different side locations.
+ *          If a box has been marked by (3) for alteration, any side
+ *          location that differs from the median side location by
+ *          more than %sfract of the median dimension (medw or medh)
+ *          will be moved.
+ *      (5) Median width and height are found for all valid boxes (i.e.,
+ *          for all boxes with width and height > 0.
+ *          Median side locations are found separately for even and odd boxes,
+ *          using only boxes that are "inliers"; i.e., that have been
+ *          found by (3) to be within tolerance for width or height.
+ *      (6) If all box dimensions are within threshold of the median size,
+ *          just return a copy.  Otherwise, box sides of the outliers
+ *          will be adjusted.
+ *      (7) Using %sfract, sides that are sufficiently far from the median
+ *          are first moved to the median value.  Then they are moved
+ *          together (in or out) so that the final box dimension
+ *          is %factor times the median dimension.
+ *      (8) The arrays that are the initial deviation from median size
+ *          (width and height) are optionally returned.  Also optionally
+ *          returned is the median w/h asperity ratio of the input %boxas.
+ *
+ */ +BOXA * +boxaReconcileSizeByMedian(BOXA *boxas, + l_int32 type, + l_float32 dfract, + l_float32 sfract, + l_float32 factor, + NUMA **pnadelw, + NUMA **pnadelh, + l_float32 *pratiowh) +{ +l_int32 i, n, ne, no, outfound, isvalid, ind, del, maxdel; +l_int32 medw, medh, bw, bh, left, right, top, bot; +l_int32 medleft, medlefte, medlefto, medright, medrighte, medrighto; +l_int32 medtop, medtope, medtopo, medbot, medbote, medboto; +l_float32 brat; +BOX *box; +BOXA *boxa1, *boxae, *boxao, *boxad; +NUMA *naind, *nadelw, *nadelh; + + PROCNAME("boxaReconcileSizeByMedian"); + + if (pnadelw) *pnadelw = NULL; + if (pnadelh) *pnadelh = NULL; + if (pratiowh) *pratiowh = 0.0; + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (type != L_CHECK_WIDTH && type != L_CHECK_HEIGHT && + type != L_CHECK_BOTH) { + L_WARNING("invalid type; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (dfract <= 0.0 || dfract >= 0.5) { + L_WARNING("invalid dimensional fract; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (sfract <= 0.0 || sfract >= 0.5) { + L_WARNING("invalid side fract; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + if (factor < 0.8 || factor > 1.25) + L_WARNING("factor %5.3f is typ. closer to 1.0\n", procName, factor); + if (boxaGetValidCount(boxas) < 6) { + L_WARNING("need at least 6 valid boxes; returning copy\n", procName); + return boxaCopy(boxas, L_COPY); + } + + /* If reconciling both width and height, optionally return array of + * median deviations and even/odd ratio for width measurements */ + if (type == L_CHECK_BOTH) { + boxa1 = boxaReconcileSizeByMedian(boxas, L_CHECK_WIDTH, dfract, sfract, + factor, pnadelw, NULL, pratiowh); + boxad = boxaReconcileSizeByMedian(boxa1, L_CHECK_HEIGHT, dfract, sfract, + factor, NULL, pnadelh, NULL); + boxaDestroy(&boxa1); + return boxad; + } + + n = boxaGetCount(boxas); + naind = numaCreate(n); /* outlier indicator array */ + boxae = boxaCreate(0); /* even inliers */ + boxao = boxaCreate(0); /* odd inliers */ + outfound = FALSE; + if (type == L_CHECK_WIDTH) { + boxaMedianDimensions(boxas, &medw, &medh, NULL, NULL, NULL, NULL, + &nadelw, NULL); + if (pratiowh) { + *pratiowh = (l_float32)medw / (l_float32)medh; + L_INFO("median ratio w/h = %5.3f\n", procName, *pratiowh); + } + if (pnadelw) + *pnadelw = nadelw; + else + numaDestroy(&nadelw); + + /* Check for outliers; assemble inliers */ + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxas, i, L_COPY)) == NULL) { + numaAddNumber(naind, 0); + continue; + } + boxGetGeometry(box, NULL, NULL, &bw, NULL); + brat = (l_float32)bw / (l_float32)medw; + if (brat < 1.0 - dfract || brat > 1.0 + dfract) { + outfound = TRUE; + numaAddNumber(naind, 1); + boxDestroy(&box); + } else { /* add to inliers */ + numaAddNumber(naind, 0); + if (i % 2 == 0) + boxaAddBox(boxae, box, L_INSERT); + else + boxaAddBox(boxao, box, L_INSERT); + } + } + if (!outfound) { /* nothing to do */ + numaDestroy(&naind); + boxaDestroy(&boxae); + boxaDestroy(&boxao); + L_INFO("no width outlier boxes found\n", procName); + return boxaCopy(boxas, L_COPY); + } + + /* Get left/right parameters from inliers. Handle the case + * where there are no inliers for one of the sets. For example, + * when all the even boxes have a different dimension from + * the odd boxes, and the median arbitrarily gets assigned + * to the even boxes, there are no odd inliers; in that case, + * use the even inliers sides to decide whether to adjust + * the left or the right sides of individual outliers. */ + L_INFO("fixing width of outlier boxes\n", procName); + medlefte = medrighte = medlefto = medrighto = 0; + if ((ne = boxaGetValidCount(boxae)) > 0) + boxaGetMedianVals(boxae, &medlefte, NULL, &medrighte, NULL, + NULL, NULL); + if ((no = boxaGetValidCount(boxao)) > 0) + boxaGetMedianVals(boxao, &medlefto, NULL, &medrighto, NULL, + NULL, NULL); + if (ne == 0) { /* use odd inliers values for both */ + medlefte = medlefto; + medrighte = medrighto; + } else if (no == 0) { /* use even inliers values for both */ + medlefto = medlefte; + medrighto = medrighte; + } + + /* Adjust the left and/or right sides of outliers. + * For each box that is a dimensional outlier, consider each side. + * Any side that differs fractionally from the median value + * by more than %sfract times the median width (medw) is set to + * the median value for that side. Then both sides are moved + * an equal distance in or out to make w = %factor * medw. */ + boxad = boxaCreate(n); + maxdel = (l_int32)(sfract * medw + 0.5); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxas, i, L_COPY); + boxIsValid(box, &isvalid); + numaGetIValue(naind, i, &ind); + medleft = (i % 2 == 0) ? medlefte : medlefto; + medright = (i % 2 == 0) ? medrighte : medrighto; + if (ind == 1 && isvalid) { /* adjust sides */ + boxGetSideLocations(box, &left, &right, NULL, NULL); + if (L_ABS(left - medleft) > maxdel) left = medleft; + if (L_ABS(right - medright) > maxdel) right = medright; + del = (l_int32)(factor * medw - (right - left)) / 2; + boxSetSide(box, L_SET_LEFT, left - del, 0); + boxSetSide(box, L_SET_RIGHT, right + del, 0); + } + boxaAddBox(boxad, box, L_INSERT); + } + } else { /* L_CHECK_HEIGHT */ + boxaMedianDimensions(boxas, &medw, &medh, NULL, NULL, NULL, NULL, + NULL, &nadelh); + if (pratiowh) { + *pratiowh = (l_float32)medw / (l_float32)medh; + L_INFO("median ratio w/h = %5.3f\n", procName, *pratiowh); + } + if (pnadelh) + *pnadelh = nadelh; + else + numaDestroy(&nadelh); + + /* Check for outliers; assemble inliers */ + for (i = 0; i < n; i++) { + if ((box = boxaGetValidBox(boxas, i, L_COPY)) == NULL) { + numaAddNumber(naind, 0); + continue; + } + boxGetGeometry(box, NULL, NULL, NULL, &bh); + brat = (l_float32)bh / (l_float32)medh; + if (brat < 1.0 - dfract || brat > 1.0 + dfract) { + outfound = TRUE; + numaAddNumber(naind, 1); + boxDestroy(&box); + } else { /* add to inliers */ + numaAddNumber(naind, 0); + if (i % 2 == 0) + boxaAddBox(boxae, box, L_INSERT); + else + boxaAddBox(boxao, box, L_INSERT); + } + } + if (!outfound) { /* nothing to do */ + numaDestroy(&naind); + boxaDestroy(&boxae); + boxaDestroy(&boxao); + L_INFO("no height outlier boxes found\n", procName); + return boxaCopy(boxas, L_COPY); + } + + /* Get top/bot parameters from inliers. Handle the case + * where there are no inliers for one of the sets. For example, + * when all the even boxes have a different dimension from + * the odd boxes, and the median arbitrarily gets assigned + * to the even boxes, there are no odd inliers; in that case, + * use the even inlier sides to decide whether to adjust + * the top or the bottom sides of individual outliers. */ + L_INFO("fixing height of outlier boxes\n", procName); + medlefte = medtope = medbote = medtopo = medboto = 0; + if ((ne = boxaGetValidCount(boxae)) > 0) + boxaGetMedianVals(boxae, NULL, &medtope, NULL, &medbote, + NULL, NULL); + if ((no = boxaGetValidCount(boxao)) > 0) + boxaGetMedianVals(boxao, NULL, &medtopo, NULL, &medboto, + NULL, NULL); + if (ne == 0) { /* use odd inliers values for both */ + medtope = medtopo; + medbote = medboto; + } else if (no == 0) { /* use even inliers values for both */ + medtopo = medtope; + medboto = medbote; + } + + /* Adjust the top and/or bottom sides of outliers. + * For each box that is a dimensional outlier, consider each side. + * Any side that differs fractionally from the median value + * by more than %sfract times the median height (medh) is + * set to the median value for that that side. Then both + * sides are moved an equal distance in or out to make + * h = %factor * medh). */ + boxad = boxaCreate(n); + maxdel = (l_int32)(sfract * medh + 0.5); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxas, i, L_COPY); + boxIsValid(box, &isvalid); + numaGetIValue(naind, i, &ind); + medtop = (i % 2 == 0) ? medtope : medtopo; + medbot = (i % 2 == 0) ? medbote : medboto; + if (ind == 1 && isvalid) { /* adjust sides */ + boxGetSideLocations(box, NULL, NULL, &top, &bot); + if (L_ABS(top - medtop) > maxdel) top = medtop; + if (L_ABS(bot - medbot) > maxdel) bot = medbot; + del = (l_int32)(factor * medh - (bot - top)) / 2; /* typ > 0 */ + boxSetSide(box, L_SET_TOP, L_MAX(0, top - del), 0); + boxSetSide(box, L_SET_BOT, bot + del, 0); + } + boxaAddBox(boxad, box, L_INSERT); + } + } + numaDestroy(&naind); + boxaDestroy(&boxae); + boxaDestroy(&boxao); + return boxad; +} + + +/*! + * \brief boxaPlotSides() + * + * \param[in] boxa source boxa + * \param[in] plotname [optional], can be NULL + * \param[out] pnal [optional] na of left sides + * \param[out] pnat [optional] na of top sides + * \param[out] pnar [optional] na of right sides + * \param[out] pnab [optional] na of bottom sides + * \param[out] ppixd [optional] pix of the output plot + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This debugging function shows the progression of the four
+ *          sides in the boxa.  There must be at least 2 boxes.
+ *      (2) If there are invalid boxes (e.g., if only even or odd
+ *          indices have valid boxes), this will fill them with the
+ *          nearest valid box before plotting.
+ *      (3) The plotfiles are put in /tmp/lept/plots/, and are named
+ *          either with %plotname or, if NULL, a default name.  If
+ *          %plotname is used, make sure is has no whitespace characters.
+ *
+ */ +l_ok +boxaPlotSides(BOXA *boxa, + const char *plotname, + NUMA **pnal, + NUMA **pnat, + NUMA **pnar, + NUMA **pnab, + PIX **ppixd) +{ +char buf[128], titlebuf[128]; +char *dataname; +static l_int32 plotid = 0; +l_int32 n, i, w, h, left, top, right, bot; +l_float32 med, dev; +BOXA *boxat; +GPLOT *gplot; +NUMA *nal, *nat, *nar, *nab; + + PROCNAME("boxaPlotSides"); + + if (pnal) *pnal = NULL; + if (pnat) *pnat = NULL; + if (pnar) *pnar = NULL; + if (pnab) *pnab = NULL; + if (ppixd) *ppixd = NULL; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if ((n = boxaGetCount(boxa)) < 2) + return ERROR_INT("less than 2 boxes", procName, 1); + + boxat = boxaFillSequence(boxa, L_USE_ALL_BOXES, 0); + + /* Build the numas for each side */ + nal = numaCreate(n); + nat = numaCreate(n); + nar = numaCreate(n); + nab = numaCreate(n); + + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxat, i, &left, &top, &w, &h); + right = left + w - 1; + bot = top + h - 1; + numaAddNumber(nal, left); + numaAddNumber(nat, top); + numaAddNumber(nar, right); + numaAddNumber(nab, bot); + } + boxaDestroy(&boxat); + + lept_mkdir("lept/plots"); + if (plotname) { + snprintf(buf, sizeof(buf), "/tmp/lept/plots/sides.%s", plotname); + snprintf(titlebuf, sizeof(titlebuf), "%s: Box sides vs. box index", + plotname); + } else { + snprintf(buf, sizeof(buf), "/tmp/lept/plots/sides.%d", plotid++); + snprintf(titlebuf, sizeof(titlebuf), "Box sides vs. box index"); + } + gplot = gplotCreate(buf, GPLOT_PNG, titlebuf, + "box index", "side location"); + gplotAddPlot(gplot, NULL, nal, GPLOT_LINES, "left side"); + gplotAddPlot(gplot, NULL, nat, GPLOT_LINES, "top side"); + gplotAddPlot(gplot, NULL, nar, GPLOT_LINES, "right side"); + gplotAddPlot(gplot, NULL, nab, GPLOT_LINES, "bottom side"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + + if (ppixd) { + stringCat(buf, sizeof(buf), ".png"); + *ppixd = pixRead(buf); + dataname = (plotname) ? stringNew(plotname) : stringNew("no_name"); + numaGetMedian(nal, &med); + numaGetMeanDevFromMedian(nal, med, &dev); + fprintf(stderr, "%s left: med = %7.3f, meandev = %7.3f\n", + dataname, med, dev); + numaGetMedian(nat, &med); + numaGetMeanDevFromMedian(nat, med, &dev); + fprintf(stderr, "%s top: med = %7.3f, meandev = %7.3f\n", + dataname, med, dev); + numaGetMedian(nar, &med); + numaGetMeanDevFromMedian(nar, med, &dev); + fprintf(stderr, "%s right: med = %7.3f, meandev = %7.3f\n", + dataname, med, dev); + numaGetMedian(nab, &med); + numaGetMeanDevFromMedian(nab, med, &dev); + fprintf(stderr, "%s bot: med = %7.3f, meandev = %7.3f\n", + dataname, med, dev); + LEPT_FREE(dataname); + } + + if (pnal) + *pnal = nal; + else + numaDestroy(&nal); + if (pnat) + *pnat = nat; + else + numaDestroy(&nat); + if (pnar) + *pnar = nar; + else + numaDestroy(&nar); + if (pnab) + *pnab = nab; + else + numaDestroy(&nab); + return 0; +} + + +/*! + * \brief boxaPlotSizes() + * + * \param[in] boxa source boxa + * \param[in] plotname [optional], can be NULL + * \param[out] pnaw [optional] na of widths + * \param[out] pnah [optional] na of heights + * \param[out] ppixd [optional] pix of the output plot + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This debugging function shows the progression of box width
+ *          and height in the boxa.  There must be at least 2 boxes.
+ *      (2) If there are invalid boxes (e.g., if only even or odd
+ *          indices have valid boxes), this will fill them with the
+ *          nearest valid box before plotting.
+ *      (3) The plotfiles are put in /tmp/lept/plots/, and are named
+ *          either with %plotname or, if NULL, a default name.  If
+ *          %plotname is used, make sure is has no whitespace characters.
+ *
+ */ +l_ok +boxaPlotSizes(BOXA *boxa, + const char *plotname, + NUMA **pnaw, + NUMA **pnah, + PIX **ppixd) +{ +char buf[128], titlebuf[128]; +static l_int32 plotid = 0; +l_int32 n, i, w, h; +BOXA *boxat; +GPLOT *gplot; +NUMA *naw, *nah; + + PROCNAME("boxaPlotSizes"); + + if (pnaw) *pnaw = NULL; + if (pnah) *pnah = NULL; + if (ppixd) *ppixd = NULL; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if ((n = boxaGetCount(boxa)) < 2) + return ERROR_INT("less than 2 boxes", procName, 1); + + boxat = boxaFillSequence(boxa, L_USE_ALL_BOXES, 0); + + /* Build the numas for the width and height */ + naw = numaCreate(n); + nah = numaCreate(n); + + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxat, i, NULL, NULL, &w, &h); + numaAddNumber(naw, w); + numaAddNumber(nah, h); + } + boxaDestroy(&boxat); + + lept_mkdir("lept/plots"); + if (plotname) { + snprintf(buf, sizeof(buf), "/tmp/lept/plots/size.%s", plotname); + snprintf(titlebuf, sizeof(titlebuf), "%s: Box size vs. box index", + plotname); + } else { + snprintf(buf, sizeof(buf), "/tmp/lept/plots/size.%d", plotid++); + snprintf(titlebuf, sizeof(titlebuf), "Box size vs. box index"); + } + gplot = gplotCreate(buf, GPLOT_PNG, titlebuf, + "box index", "box dimension"); + gplotAddPlot(gplot, NULL, naw, GPLOT_LINES, "width"); + gplotAddPlot(gplot, NULL, nah, GPLOT_LINES, "height"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + + if (ppixd) { + stringCat(buf, sizeof(buf), ".png"); + *ppixd = pixRead(buf); + } + + if (pnaw) + *pnaw = naw; + else + numaDestroy(&naw); + if (pnah) + *pnah = nah; + else + numaDestroy(&nah); + return 0; +} + + +/*! + * \brief boxaFillSequence() + * + * \param[in] boxas with at least 3 boxes + * \param[in] useflag L_USE_ALL_BOXES, L_USE_SAME_PARITY_BOXES + * \param[in] debug 1 for debug output + * \return boxad filled boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This simple function replaces invalid boxes with a copy of
+ *          the nearest valid box, selected from either the entire
+ *          sequence (L_USE_ALL_BOXES) or from the boxes with the
+ *          same parity (L_USE_SAME_PARITY_BOXES).  It returns a new boxa.
+ *      (2) This is useful if you expect boxes in the sequence to
+ *          vary slowly with index.
+ *
+ */ +BOXA * +boxaFillSequence(BOXA *boxas, + l_int32 useflag, + l_int32 debug) +{ +l_int32 n, nv; +BOXA *boxae, *boxao, *boxad; + + PROCNAME("boxaFillSequence"); + + if (!boxas) + return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL); + if (useflag != L_USE_ALL_BOXES && useflag != L_USE_SAME_PARITY_BOXES) + return (BOXA *)ERROR_PTR("invalid useflag", procName, NULL); + + n = boxaGetCount(boxas); + nv = boxaGetValidCount(boxas); + if (n == nv) + return boxaCopy(boxas, L_COPY); /* all valid */ + if (debug) + L_INFO("%d valid boxes, %d invalid boxes\n", procName, nv, n - nv); + if (useflag == L_USE_SAME_PARITY_BOXES && n < 3) { + L_WARNING("n < 3; some invalid\n", procName); + return boxaCopy(boxas, L_COPY); + } + + if (useflag == L_USE_ALL_BOXES) { + boxad = boxaCopy(boxas, L_COPY); + boxaFillAll(boxad); + } else { + boxaSplitEvenOdd(boxas, 0, &boxae, &boxao); + boxaFillAll(boxae); + boxaFillAll(boxao); + boxad = boxaMergeEvenOdd(boxae, boxao, 0); + boxaDestroy(&boxae); + boxaDestroy(&boxao); + } + + nv = boxaGetValidCount(boxad); + if (n != nv) + L_WARNING("there are still %d invalid boxes\n", procName, n - nv); + + return boxad; +} + + +/*! + * \brief boxaFillAll() + * + * \param[in] boxa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This static function replaces every invalid box with the
+ *          nearest valid box.  If there are no valid boxes, it
+ *          issues a warning.
+ *
+ */ +static l_int32 +boxaFillAll(BOXA *boxa) +{ +l_int32 n, nv, i, j, spandown, spanup; +l_int32 *indic; +BOX *box, *boxt; + + PROCNAME("boxaFillAll"); + + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + n = boxaGetCount(boxa); + nv = boxaGetValidCount(boxa); + if (n == nv) return 0; + if (nv == 0) { + L_WARNING("no valid boxes out of %d boxes\n", procName, n); + return 0; + } + + /* Make indicator array for valid boxes */ + if ((indic = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32))) == NULL) + return ERROR_INT("indic not made", procName, 1); + for (i = 0; i < n; i++) { + box = boxaGetValidBox(boxa, i, L_CLONE); + if (box) + indic[i] = 1; + boxDestroy(&box); + } + + /* Replace invalid boxes with the nearest valid one */ + for (i = 0; i < n; i++) { + box = boxaGetValidBox(boxa, i, L_CLONE); + if (!box) { + spandown = spanup = 10000000; + for (j = i - 1; j >= 0; j--) { + if (indic[j] == 1) { + spandown = i - j; + break; + } + } + for (j = i + 1; j < n; j++) { + if (indic[j] == 1) { + spanup = j - i; + break; + } + } + if (spandown < spanup) + boxt = boxaGetBox(boxa, i - spandown, L_COPY); + else + boxt = boxaGetBox(boxa, i + spanup, L_COPY); + boxaReplaceBox(boxa, i, boxt); + } + boxDestroy(&box); + } + + LEPT_FREE(indic); + return 0; +} + + +/*! + * \brief boxaSizeVariation() + * + * \param[in] boxa at least 4 boxes + * \param[in] type L_SELECT_WIDTH, L_SELECT_HEIGHT + * \param[out] pdel_evenodd [optional] average absolute value of + * (even - odd) size pairs + * \param[out] prms_even [optional] rms deviation of even boxes + * \param[out] prms_odd [optional] rms deviation of odd boxes + * \param[out] prms_all [optional] rms deviation of all boxes + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This gives several measures of the smoothness of either the
+ *          width or height of a sequence of boxes.
+ *          See boxaMedianDimensions() for some other measures.
+ *      (2) Statistics can be found separately for even and odd boxes.
+ *          Additionally, the average pair-wise difference between
+ *          adjacent even and odd boxes can be returned.
+ *      (3) The use case is bounding boxes for scanned page images,
+ *          where ideally the sizes should have little variance.
+ *
+ */ +l_ok +boxaSizeVariation(BOXA *boxa, + l_int32 type, + l_float32 *pdel_evenodd, + l_float32 *prms_even, + l_float32 *prms_odd, + l_float32 *prms_all) +{ +l_int32 n, ne, no, nmin, vale, valo, i; +l_float32 sum; +BOXA *boxae, *boxao; +NUMA *nae, *nao, *na_all; + + PROCNAME("boxaSizeVariation"); + + if (pdel_evenodd) *pdel_evenodd = 0.0; + if (prms_even) *prms_even = 0.0; + if (prms_odd) *prms_odd = 0.0; + if (prms_all) *prms_all = 0.0; + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (type != L_SELECT_WIDTH && type != L_SELECT_HEIGHT) + return ERROR_INT("invalid type", procName, 1); + if (!pdel_evenodd && !prms_even && !prms_odd && !prms_all) + return ERROR_INT("nothing to do", procName, 1); + n = boxaGetCount(boxa); + if (n < 4) + return ERROR_INT("too few boxes", procName, 1); + + boxaSplitEvenOdd(boxa, 0, &boxae, &boxao); + ne = boxaGetCount(boxae); + no = boxaGetCount(boxao); + nmin = L_MIN(ne, no); + if (nmin == 0) { + boxaDestroy(&boxae); + boxaDestroy(&boxao); + return ERROR_INT("either no even or no odd boxes", procName, 1); + } + + if (type == L_SELECT_WIDTH) { + boxaGetSizes(boxae, &nae, NULL); + boxaGetSizes(boxao, &nao, NULL); + boxaGetSizes(boxa, &na_all, NULL); + } else { /* L_SELECT_HEIGHT) */ + boxaGetSizes(boxae, NULL, &nae); + boxaGetSizes(boxao, NULL, &nao); + boxaGetSizes(boxa, NULL, &na_all); + } + + if (pdel_evenodd) { + sum = 0.0; + for (i = 0; i < nmin; i++) { + numaGetIValue(nae, i, &vale); + numaGetIValue(nao, i, &valo); + sum += L_ABS(vale - valo); + } + *pdel_evenodd = sum / nmin; + } + if (prms_even) + numaSimpleStats(nae, 0, -1, NULL, NULL, prms_even); + if (prms_odd) + numaSimpleStats(nao, 0, -1, NULL, NULL, prms_odd); + if (prms_all) + numaSimpleStats(na_all, 0, -1, NULL, NULL, prms_all); + + boxaDestroy(&boxae); + boxaDestroy(&boxao); + numaDestroy(&nae); + numaDestroy(&nao); + numaDestroy(&na_all); + return 0; +} + + +/*! + * \brief boxaMedianDimensions() + * + * \param[in] boxas containing at least 3 valid boxes in even and odd + * \param[out] pmedw [optional] median width of all boxes + * \param[out] pmedh [optional] median height of all boxes + * \param[out] pmedwe [optional] median width of even boxes + * \param[out] pmedwo [optional] median width of odd boxes + * \param[out] pmedhe [optional] median height of even boxes + * \param[out] pmedho [optional] median height of odd boxes + * \param[out] pnadelw [optional] width diff of each box from median + * \param[out] pnadelh [optional] height diff of each box from median + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This provides information that (1) allows identification of
+ *          boxes that have unusual (outlier) width or height, and (2) can
+ *          be used to regularize the sizes of the outlier boxes, assuming
+ *          that the boxes satisfy a fairly regular sequence and should
+ *          mostly have the same width and height.
+ *      (2) This finds the median width and height, as well as separate
+ *          median widths and heights of even and odd boxes.  It also
+ *          generates arrays that give the difference in width and height
+ *          of each box from the median, which can be used to correct
+ *          individual boxes.
+ *      (3) All return values are optional.
+ *
+ */ +l_ok +boxaMedianDimensions(BOXA *boxas, + l_int32 *pmedw, + l_int32 *pmedh, + l_int32 *pmedwe, + l_int32 *pmedwo, + l_int32 *pmedhe, + l_int32 *pmedho, + NUMA **pnadelw, + NUMA **pnadelh) +{ +l_int32 i, n, bw, bh, medw, medh, medwe, medwo, medhe, medho; +BOXA *boxae, *boxao; +NUMA *nadelw, *nadelh; + + PROCNAME("boxaMedianDimensions"); + + if (pmedw) *pmedw = 0; + if (pmedh) *pmedh = 0; + if (pmedwe) *pmedwe= 0; + if (pmedwo) *pmedwo= 0; + if (pmedhe) *pmedhe= 0; + if (pmedho) *pmedho= 0; + if (pnadelw) *pnadelw = NULL; + if (pnadelh) *pnadelh = NULL; + if (!boxas) + return ERROR_INT("boxas not defined", procName, 1); + if (boxaGetValidCount(boxas) < 6) + return ERROR_INT("need at least 6 valid boxes", procName, 1); + + /* Require at least 3 valid boxes of both types */ + boxaSplitEvenOdd(boxas, 0, &boxae, &boxao); + if (boxaGetValidCount(boxae) < 3 || boxaGetValidCount(boxao) < 3) { + boxaDestroy(&boxae); + boxaDestroy(&boxao); + return ERROR_INT("don't have 3+ valid boxes of each type", procName, 1); + } + + /* Get the relevant median widths and heights */ + boxaGetMedianVals(boxas, NULL, NULL, NULL, NULL, &medw, &medh); + boxaGetMedianVals(boxae, NULL, NULL, NULL, NULL, &medwe, &medhe); + boxaGetMedianVals(boxao, NULL, NULL, NULL, NULL, &medwo, &medho); + if (pmedw) *pmedw = medw; + if (pmedh) *pmedh = medh; + if (pmedwe) *pmedwe = medwe; + if (pmedwo) *pmedwo = medwo; + if (pmedhe) *pmedhe = medhe; + if (pmedho) *pmedho = medho; + + /* Find the variation from median dimension for each box */ + n = boxaGetCount(boxas); + nadelw = numaCreate(n); + nadelh = numaCreate(n); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxas, i, NULL, NULL, &bw, &bh); + if (bw == 0 || bh == 0) { /* invalid box */ + numaAddNumber(nadelw, 0); + numaAddNumber(nadelh, 0); + } else { + numaAddNumber(nadelw, bw - medw); + numaAddNumber(nadelh, bh - medh); + } + } + if (pnadelw) + *pnadelw = nadelw; + else + numaDestroy(&nadelw); + if (pnadelh) + *pnadelh = nadelh; + else + numaDestroy(&nadelh); + + boxaDestroy(&boxae); + boxaDestroy(&boxao); + return 0; +} + diff --git a/3rdparty/hgOCR/leptonica/bytearray.c b/3rdparty/hgOCR/leptonica/bytearray.c new file mode 100644 index 00000000..62a91842 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/bytearray.c @@ -0,0 +1,637 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file bytearray.c + * 
+ *
+ *   Functions for handling byte arrays, in analogy with C++ 'strings'
+ *
+ *      Creation, copy, clone, destruction
+ *           L_BYTEA      *l_byteaCreate()
+ *           L_BYTEA      *l_byteaInitFromMem()
+ *           L_BYTEA      *l_byteaInitFromFile()
+ *           L_BYTEA      *l_byteaInitFromStream()
+ *           L_BYTEA      *l_byteaCopy()
+ *           void          l_byteaDestroy()
+ *
+ *      Accessors
+ *           size_t        l_byteaGetSize()
+ *           l_uint8      *l_byteaGetData()
+ *           l_uint8      *l_byteaCopyData()
+ *
+ *      Appending
+ *           l_int32       l_byteaAppendData()
+ *           l_int32       l_byteaAppendString()
+ *           static l_int32  l_byteaExtendArrayToSize()
+ *
+ *      Join/Split
+ *           l_int32       l_byteaJoin()
+ *           l_int32       l_byteaSplit()
+ *
+ *      Search
+ *           l_int32       l_byteaFindEachSequence()
+ *
+ *      Output to file
+ *           l_int32       l_byteaWrite()
+ *           l_int32       l_byteaWriteStream()
+ *
+ *   The internal data array is always null-terminated, for ease of use
+ *   in the event that it is an ascii string without null bytes.
+ *
+ */ + +#include +#include "allheaders.h" + + /* Bounds on array size */ +static const l_uint32 MaxArraySize = 1000000000; /* 10^9 bytes */ +static const l_int32 InitialArraySize = 200; /*!< n'importe quoi */ + + /* Static function */ +static l_int32 l_byteaExtendArrayToSize(L_BYTEA *ba, size_t size); + + +/*---------------------------------------------------------------------* + * Creation, copy, clone, destruction * + *---------------------------------------------------------------------*/ +/*! + * \brief l_byteaCreate() + * + * \param[in] nbytes determines initial size of data array + * \return l_bytea, or NULL on error + * + * 
+ * Notes:
+ *      (1) The allocated array is n + 1 bytes.  This allows room
+ *          for null termination.
+ *
+ */ +L_BYTEA * +l_byteaCreate(size_t nbytes) +{ +L_BYTEA *ba; + + PROCNAME("l_byteaCreate"); + + if (nbytes <= 0 || nbytes > MaxArraySize) + nbytes = InitialArraySize; + ba = (L_BYTEA *)LEPT_CALLOC(1, sizeof(L_BYTEA)); + ba->data = (l_uint8 *)LEPT_CALLOC(nbytes + 1, sizeof(l_uint8)); + if (!ba->data) { + l_byteaDestroy(&ba); + return (L_BYTEA *)ERROR_PTR("ba array not made", procName, NULL); + } + ba->nalloc = nbytes + 1; + ba->refcount = 1; + return ba; +} + + +/*! + * \brief l_byteaInitFromMem() + * + * \param[in] data to be copied to the array + * \param[in] size amount of data + * \return l_bytea, or NULL on error + */ +L_BYTEA * +l_byteaInitFromMem(const l_uint8 *data, + size_t size) +{ +L_BYTEA *ba; + + PROCNAME("l_byteaInitFromMem"); + + if (!data) + return (L_BYTEA *)ERROR_PTR("data not defined", procName, NULL); + if (size <= 0) + return (L_BYTEA *)ERROR_PTR("no bytes to initialize", procName, NULL); + if (size > MaxArraySize) + return (L_BYTEA *)ERROR_PTR("size is too big", procName, NULL); + + if ((ba = l_byteaCreate(size)) == NULL) + return (L_BYTEA *)ERROR_PTR("ba not made", procName, NULL); + memcpy(ba->data, data, size); + ba->size = size; + return ba; +} + + +/*! + * \brief l_byteaInitFromFile() + * + * \param[in] fname + * \return l_bytea, or NULL on error + */ +L_BYTEA * +l_byteaInitFromFile(const char *fname) +{ +FILE *fp; +L_BYTEA *ba; + + PROCNAME("l_byteaInitFromFile"); + + if (!fname) + return (L_BYTEA *)ERROR_PTR("fname not defined", procName, NULL); + + if ((fp = fopenReadStream(fname)) == NULL) + return (L_BYTEA *)ERROR_PTR("file stream not opened", procName, NULL); + ba = l_byteaInitFromStream(fp); + fclose(fp); + if (!ba) + return (L_BYTEA *)ERROR_PTR("ba not made", procName, NULL); + return ba; +} + + +/*! + * \brief l_byteaInitFromStream() + * + * \param[in] fp file stream + * \return l_bytea, or NULL on error + */ +L_BYTEA * +l_byteaInitFromStream(FILE *fp) +{ +l_uint8 *data; +size_t nbytes; +L_BYTEA *ba; + + PROCNAME("l_byteaInitFromStream"); + + if (!fp) + return (L_BYTEA *)ERROR_PTR("stream not defined", procName, NULL); + + if ((data = l_binaryReadStream(fp, &nbytes)) == NULL) + return (L_BYTEA *)ERROR_PTR("data not read", procName, NULL); + if ((ba = l_byteaCreate(nbytes)) == NULL) { + LEPT_FREE(data); + return (L_BYTEA *)ERROR_PTR("ba not made", procName, NULL); + } + memcpy(ba->data, data, nbytes); + ba->size = nbytes; + LEPT_FREE(data); + return ba; +} + + +/*! + * \brief l_byteaCopy() + * + * \param[in] bas source lba + * \param[in] copyflag L_COPY, L_CLONE + * \return clone or copy of bas, or NULL on error + * + * 
+ * Notes:
+ *      (1) If cloning, up the refcount and return a ptr to %bas.
+ *
+ */ +L_BYTEA * +l_byteaCopy(L_BYTEA *bas, + l_int32 copyflag) +{ + PROCNAME("l_byteaCopy"); + + if (!bas) + return (L_BYTEA *)ERROR_PTR("bas not defined", procName, NULL); + + if (copyflag == L_CLONE) { + bas->refcount++; + return bas; + } + + return l_byteaInitFromMem(bas->data, bas->size); +} + + +/*! + * \brief l_byteaDestroy() + * + * \param[in,out] pba will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the lba.
+ *      (2) Always nulls the input ptr.
+ *      (3) If the data has been previously removed, the lba will
+ *          have been nulled, so this will do nothing.
+ *
+ */ +void +l_byteaDestroy(L_BYTEA **pba) +{ +L_BYTEA *ba; + + PROCNAME("l_byteaDestroy"); + + if (pba == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((ba = *pba) == NULL) + return; + + /* Decrement the ref count. If it is 0, destroy the lba. */ + ba->refcount--; + if (ba->refcount <= 0) { + if (ba->data) LEPT_FREE(ba->data); + LEPT_FREE(ba); + } + + *pba = NULL; + return; +} + + +/*---------------------------------------------------------------------* + * Accessors * + *---------------------------------------------------------------------*/ +/*! + * \brief l_byteaGetSize() + * + * \param[in] ba + * \return size of stored byte array, or 0 on error + */ +size_t +l_byteaGetSize(L_BYTEA *ba) +{ + PROCNAME("l_byteaGetSize"); + + if (!ba) + return ERROR_INT("ba not defined", procName, 0); + return ba->size; +} + + +/*! + * \brief l_byteaGetData() + * + * \param[in] ba + * \param[out] psize size of data in lba + * \return ptr to existing data array, or NULL on error + * + * 
+ * Notes:
+ *      (1) The returned ptr is owned by %ba.  Do not free it!
+ *
+ */ +l_uint8 * +l_byteaGetData(L_BYTEA *ba, + size_t *psize) +{ + PROCNAME("l_byteaGetData"); + + if (!ba) + return (l_uint8 *)ERROR_PTR("ba not defined", procName, NULL); + if (!psize) + return (l_uint8 *)ERROR_PTR("&size not defined", procName, NULL); + + *psize = ba->size; + return ba->data; +} + + +/*! + * \brief l_byteaCopyData() + * + * \param[in] ba + * \param[out] psize size of data in lba + * \return copy of data in use in the data array, or NULL on error. + * + * 
+ * Notes:
+ *      (1) The returned data is owned by the caller.  The input %ba
+ *          still owns the original data array.
+ *
+ */ +l_uint8 * +l_byteaCopyData(L_BYTEA *ba, + size_t *psize) +{ +l_uint8 *data; + + PROCNAME("l_byteaCopyData"); + + if (!psize) + return (l_uint8 *)ERROR_PTR("&size not defined", procName, NULL); + *psize = 0; + if (!ba) + return (l_uint8 *)ERROR_PTR("ba not defined", procName, NULL); + + data = l_byteaGetData(ba, psize); + return l_binaryCopy(data, *psize); +} + + +/*---------------------------------------------------------------------* + * Appending * + *---------------------------------------------------------------------*/ +/*! + * \brief l_byteaAppendData() + * + * \param[in] ba + * \param[in] newdata byte array to be appended + * \param[in] newbytes size of data array + * \return 0 if OK, 1 on error + */ +l_ok +l_byteaAppendData(L_BYTEA *ba, + const l_uint8 *newdata, + size_t newbytes) +{ +size_t size, nalloc, reqsize; + + PROCNAME("l_byteaAppendData"); + + if (!ba) + return ERROR_INT("ba not defined", procName, 1); + if (!newdata) + return ERROR_INT("newdata not defined", procName, 1); + + size = l_byteaGetSize(ba); + reqsize = size + newbytes + 1; + nalloc = ba->nalloc; + if (nalloc < reqsize) + l_byteaExtendArrayToSize(ba, 2 * reqsize); + + memcpy(ba->data + size, newdata, newbytes); + ba->size += newbytes; + return 0; +} + + +/*! + * \brief l_byteaAppendString() + * + * \param[in] ba + * \param[in] str null-terminated string to be appended + * \return 0 if OK, 1 on error + */ +l_ok +l_byteaAppendString(L_BYTEA *ba, + const char *str) +{ +size_t size, len, nalloc, reqsize; + + PROCNAME("l_byteaAppendString"); + + if (!ba) + return ERROR_INT("ba not defined", procName, 1); + if (!str) + return ERROR_INT("str not defined", procName, 1); + + size = l_byteaGetSize(ba); + len = strlen(str); + reqsize = size + len + 1; + nalloc = ba->nalloc; + if (nalloc < reqsize) + l_byteaExtendArrayToSize(ba, 2 * reqsize); + + memcpy(ba->data + size, str, len); + ba->size += len; + return 0; +} + + +/*! + * \brief l_byteaExtendArrayToSize() + * + * \param[in] ba + * \param[in] size new size of lba data array + * \return 0 if OK; 1 on error + */ +static l_int32 +l_byteaExtendArrayToSize(L_BYTEA *ba, + size_t size) +{ + PROCNAME("l_byteaExtendArrayToSize"); + + if (!ba) + return ERROR_INT("ba not defined", procName, 1); + + if (size > ba->nalloc) { + if ((ba->data = + (l_uint8 *)reallocNew((void **)&ba->data, ba->nalloc, size)) + == NULL) + return ERROR_INT("new array not returned", procName, 1); + ba->nalloc = size; + } + return 0; +} + + +/*---------------------------------------------------------------------* + * String join/split * + *---------------------------------------------------------------------*/ +/*! + * \brief l_byteaJoin() + * + * \param[in] ba1 + * \param[in,out] pba2 data array is added to the one in ba1; + * then ba2 is destroyed and its pointer is nulled. + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) It is a no-op, not an error, for %ba2 to be null.
+ *
+ */ +l_ok +l_byteaJoin(L_BYTEA *ba1, + L_BYTEA **pba2) +{ +l_uint8 *data2; +size_t nbytes2; +L_BYTEA *ba2; + + PROCNAME("l_byteaJoin"); + + if (!ba1) + return ERROR_INT("ba1 not defined", procName, 1); + if (!pba2) + return ERROR_INT("&ba2 not defined", procName, 1); + if ((ba2 = *pba2) == NULL) return 0; + + data2 = l_byteaGetData(ba2, &nbytes2); + l_byteaAppendData(ba1, data2, nbytes2); + + l_byteaDestroy(pba2); + return 0; +} + + +/*! + * \brief l_byteaSplit() + * + * \param[in] ba1 lba to split; array bytes nulled beyond the split loc + * \param[in] splitloc location in ba1 to split; ba2 begins there + * \param[out] pba2 with data starting at splitloc + * \return 0 if OK, 1 on error + */ +l_ok +l_byteaSplit(L_BYTEA *ba1, + size_t splitloc, + L_BYTEA **pba2) +{ +l_uint8 *data1; +size_t nbytes1, nbytes2; + + PROCNAME("l_byteaSplit"); + + if (!pba2) + return ERROR_INT("&ba2 not defined", procName, 1); + *pba2 = NULL; + if (!ba1) + return ERROR_INT("ba1 not defined", procName, 1); + + data1 = l_byteaGetData(ba1, &nbytes1); + if (splitloc >= nbytes1) + return ERROR_INT("splitloc invalid", procName, 1); + nbytes2 = nbytes1 - splitloc; + + /* Make the new lba */ + *pba2 = l_byteaInitFromMem(data1 + splitloc, nbytes2); + + /* Null the removed bytes in the input lba */ + memset(data1 + splitloc, 0, nbytes2); + ba1->size = splitloc; + return 0; +} + + +/*---------------------------------------------------------------------* + * Search * + *---------------------------------------------------------------------*/ +/*! + * \brief l_byteaFindEachSequence() + * + * \param[in] ba + * \param[in] sequence subarray of bytes to find in data + * \param[in] seqlen length of sequence, in bytes + * \param[out] pda byte positions of each occurrence of %sequence + * \return 0 if OK, 1 on error + */ +l_ok +l_byteaFindEachSequence(L_BYTEA *ba, + const l_uint8 *sequence, + size_t seqlen, + L_DNA **pda) +{ +l_uint8 *data; +size_t size; + + PROCNAME("l_byteaFindEachSequence"); + + if (!pda) + return ERROR_INT("&da not defined", procName, 1); + *pda = NULL; + if (!ba) + return ERROR_INT("ba not defined", procName, 1); + if (!sequence) + return ERROR_INT("sequence not defined", procName, 1); + + data = l_byteaGetData(ba, &size); + *pda = arrayFindEachSequence(data, size, sequence, seqlen); + return 0; +} + + +/*---------------------------------------------------------------------* + * Output to file * + *---------------------------------------------------------------------*/ +/*! + * \brief l_byteaWrite() + * + * \param[in] fname output file + * \param[in] ba + * \param[in] startloc first byte to output + * \param[in] nbytes number of bytes to write; use 0 to write to + * the end of the data array + * \return 0 if OK, 1 on error + */ +l_ok +l_byteaWrite(const char *fname, + L_BYTEA *ba, + size_t startloc, + size_t nbytes) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("l_byteaWrite"); + + if (!fname) + return ERROR_INT("fname not defined", procName, 1); + if (!ba) + return ERROR_INT("ba not defined", procName, 1); + + if ((fp = fopenWriteStream(fname, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = l_byteaWriteStream(fp, ba, startloc, nbytes); + fclose(fp); + return ret; +} + + +/*! + * \brief l_byteaWriteStream() + * + * \param[in] fp file stream opened for binary write + * \param[in] ba + * \param[in] startloc first byte to output + * \param[in] nbytes number of bytes to write; use 0 to write to + * the end of the data array + * \return 0 if OK, 1 on error + */ +l_ok +l_byteaWriteStream(FILE *fp, + L_BYTEA *ba, + size_t startloc, + size_t nbytes) +{ +l_uint8 *data; +size_t size, maxbytes; + + PROCNAME("l_byteaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!ba) + return ERROR_INT("ba not defined", procName, 1); + + data = l_byteaGetData(ba, &size); + if (startloc >= size) + return ERROR_INT("invalid startloc", procName, 1); + maxbytes = size - startloc; + nbytes = (nbytes == 0) ? maxbytes : L_MIN(nbytes, maxbytes); + + fwrite(data + startloc, 1, nbytes, fp); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/ccbord.c b/3rdparty/hgOCR/leptonica/ccbord.c new file mode 100644 index 00000000..525d9229 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/ccbord.c @@ -0,0 +1,2617 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file ccbord.c + * 
+ *
+ *     CCBORDA and CCBORD creation and destruction
+ *         CCBORDA         *ccbaCreate()
+ *         void            *ccbaDestroy()
+ *         CCBORD          *ccbCreate()
+ *         void            *ccbDestroy()
+ *
+ *     CCBORDA addition
+ *         l_int32          ccbaAddCcb()
+ *         static l_int32   ccbaExtendArray()
+ *
+ *     CCBORDA accessors
+ *         l_int32          ccbaGetCount()
+ *         l_int32          ccbaGetCcb()
+ *
+ *     Top-level border-finding routines
+ *         CCBORDA         *pixGetAllCCBorders()
+ *         static CCBORD   *pixGetCCBorders()
+ *         PTAA            *pixGetOuterBordersPtaa()
+ *         static PTA      *pixGetOuterBorderPta()
+ *
+ *     Lower-level border location routines
+ *         PTAA            *pixGetOuterBorder()
+ *         static l_int32   pixGetHoleBorder()
+ *         static l_int32   findNextBorderPixel()
+ *         static void      locateOutsideSeedPixel()
+ *
+ *     Border conversions
+ *         l_int32          ccbaGenerateGlobalLocs()
+ *         l_int32          ccbaGenerateStepChains()
+ *         l_int32          ccbaStepChainsToPixCoords()
+ *         l_int32          ccbaGenerateSPGlobalLocs()
+ *
+ *     Conversion to single path
+ *         l_int32          ccbaGenerateSinglePath()
+ *         PTA             *getCutPathForHole()
+ *
+ *     Border and full image rendering
+ *         PIX             *ccbaDisplayBorder()
+ *         PIX             *ccbaDisplaySPBorder()
+ *         PIX             *ccbaDisplayImage1()
+ *         PIX             *ccbaDisplayImage2()
+ *
+ *     Serialize for I/O
+ *         l_int32          ccbaWrite()
+ *         l_int32          ccbaWriteStream()
+ *         l_int32          ccbaRead()
+ *         l_int32          ccbaReadStream()
+ *
+ *     SVG output
+ *         l_int32          ccbaWriteSVG()
+ *         char            *ccbaWriteSVGString()
+ *
+ *
+ *     Border finding is tricky because components can have
+ *     holes, which also need to be traced out.  The outer
+ *     border can be connected with all the hole borders,
+ *     so that there is a single border for each component.
+ *     [Alternatively, the connecting paths can be eliminated if
+ *     you're willing to have a set of borders for each
+ *     component (an exterior border and some number of
+ *     interior ones), with "line to" operations tracing
+ *     out each border and "move to" operations going from
+ *     one border to the next.]
+ *
+ *     Here's the plan.  We get the pix for each connected
+ *     component, and trace its exterior border.  We then
+ *     find the holes (if any) in the pix, and separately
+ *     trace out their borders, all using the same
+ *     border-following rule that has ON pixels on the right
+ *     side of the path.
+ *
+ *     [For svg, we may want to turn each set of borders for a c.c.
+ *     into a closed path.  This can be done by tunnelling
+ *     through the component from the outer border to each of the
+ *     holes, going in and coming out along the same path so
+ *     the connection will be invisible in any rendering
+ *     (display or print) from the outline.  The result is a
+ *     closed path, where the outside border is traversed
+ *     cw and each hole is traversed ccw.  The svg renderer
+ *     is assumed to handle these closed borders properly.]
+ *
+ *     Each border is a closed path that is traversed in such
+ *     a way that the stuff inside the c.c. is on the right
+ *     side of the traveller.  The border of a singly-connected
+ *     component is thus traversed cw, and the border of the
+ *     holes inside a c.c. are traversed ccw.  Suppose we have
+ *     a list of all the borders of each c.c., both the cw and ccw
+ *     traversals.  How do we reconstruct the image?
+ *
+ *   Reconstruction:
+ *
+ *     Method 1.  Topological method using connected components.
+ *     We have closed borders composed of cw border pixels for the
+ *     exterior of c.c. and ccw border pixels for the interior (holes)
+ *     in the c.c.
+ *         (a) Initialize the destination to be OFF.  Then,
+ *             in any order:
+ *         (b) Fill the components within and including the cw borders,
+ *             and sequentially XOR them onto the destination.
+ *         (c) Fill the components within but not including the ccw
+ *             borders and sequentially XOR them onto the destination.
+ *     The components that are XOR'd together can be generated as follows:
+ *         (a) For each closed cw path, use pixFillClosedBorders():
+ *               (1) Turn on the path pixels in a subimage that
+ *                   minimally supports the border.
+ *               (2) Do a 4-connected fill from a seed of 1 pixel width
+ *                   on the border, using the inverted image in (1) as
+ *                   a filling mask.
+ *               (3) Invert the fill result: this gives the component
+ *                   including the exterior cw path, with all holes
+ *                   filled.
+ *         (b) For each closed ccw path (hole):
+ *               (1) Turn on the path pixels in a subimage that minimally
+ *                   supports the path.
+ *               (2) Find a seed pixel on the inside of this path.
+ *               (3) Do a 4-connected fill from this seed pixel, using
+ *                   the inverted image of the path in (1) as a filling
+ *                   mask.
+ *
+ *     ------------------------------------------------------
+ *
+ *     Method 2.  A variant of Method 1.  Topological.
+ *     In Method 1, we treat the exterior border differently from
+ *     the interior (hole) borders.  Here, all borders in a c.c.
+ *     are treated equally:
+ *         (1) Start with a pix with a 1 pixel OFF boundary
+ *             enclosing all the border pixels of the c.c.
+ *             This is the filling mask.
+ *         (2) Make a seed image of the same size as follows:  for
+ *             each border, put one seed pixel OUTSIDE the border
+ *             (where OUTSIDE is determined by the inside/outside
+ *             convention for borders).
+ *         (3) Seedfill into the seed image, filling in the regions
+ *             determined by the filling mask.  The fills are clipped
+ *             by the border pixels.
+ *         (4) Inverting this, we get the c.c. properly filled,
+ *             with the holes empty!
+ *         (5) Rasterop using XOR the filled c.c. (but not the 1
+ *             pixel boundary) into the full dest image.
+ *
+ *     Method 2 is about 1.2x faster than Method 1 on text images,
+ *     and about 2x faster on complex images (e.g., with halftones).
+ *
+ *     ------------------------------------------------------
+ *
+ *     Method 3.  The traditional way to fill components delineated
+ *     by boundaries is through scan line conversion.  It's a bit
+ *     tricky, and I have not yet tried to implement it.
+ *
+ *     ------------------------------------------------------
+ *
+ *     Method 4.  [Nota Bene: this method probably doesn't work, and
+ *     won't be implemented.  If I get a more traditional scan line
+ *     conversion algorithm working, I'll erase these notes.]
+ *     Render all border pixels on a destination image,
+ *     which will be the final result after scan conversion.  Assign
+ *     a value 1 to pixels on cw paths, 2 to pixels on ccw paths,
+ *     and 3 to pixels that are on both paths.  Each of the paths
+ *     is an 8-connected component.  Now scan across each raster
+ *     line.  The attempt is to make rules for each scan line
+ *     that are independent of neighboring scanlines.  Here are
+ *     a set of rules for writing ON pixels on a destination raster image:
+ *
+ *         (a) The rasterizer will be in one of two states: ON and OFF.
+ *         (b) Start each line in the OFF state.  In the OFF state,
+ *             skip pixels until you hit a path of any type.  Turn
+ *             the path pixel ON.
+ *         (c) If the state is ON, each pixel you encounter will
+ *             be turned on, until and including hitting a path pixel.
+ *         (d) When you hit a path pixel, if the path does NOT cut
+ *             through the line, so that there is not an 8-cc path
+ *             pixel (of any type) both above and below, the state
+ *             is unchanged (it stays either ON or OFF).
+ *         (e) If the path does cut through, but with a possible change
+ *             of pixel type, then we decide whether or
+ *             not to toggle the state based on the values of the
+ *             path pixel and the path pixels above and below:
+ *               (1) if a 1 path cuts through, toggle;
+ *               (1) if a 2 path cuts through, toggle;
+ *               (3) if a 3 path cuts through, do not toggle;
+ *               (4) if on one side a 3 touches both a 1 and a 2, use the 2
+ *               (5) if a 3 has any 1 neighbors, toggle; else if it has
+ *                   no 1 neighbors, do not toggle;
+ *               (6) if a 2 has any neighbors that are 1 or 3,
+ *                   do not toggle
+ *               (7) if a 1 has neighbors 1 and x (x = 2 or 3),
+ *                   toggle
+ *
+ *
+ *     To visualize how these rules work, consider the following
+ *     component with border pixels labeled according to the scheme
+ *     above.  We also show the values of the interior pixels
+ *     (w=OFF, b=ON), but these of course must be inferred properly
+ *     from the rules above:
+ *
+ *                     3
+ *                  3  w  3             1  1  1
+ *                  1  2  1          1  b  2  b  1
+ *                  1  b  1             3  w  2  1
+ *                  3  b  1          1  b  2  b  1
+ *               3  w  3                1  1  1
+ *               3  w  3
+ *            1  b  2  b  1
+ *            1  2  w  2  1
+ *         1  b  2  w  2  b  1
+ *            1  2  w  2  1
+ *               1  2  b  1
+ *               1  b  1
+ *                  1
+ *
+ *
+ *     Even if this works, which is unlikely, it will certainly be
+ *     slow because decisions have to be made on a pixel-by-pixel
+ *     basis when encountering borders.
+ *
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include +#include "allheaders.h" + +static const l_int32 INITIAL_PTR_ARRAYSIZE = 20; /* n'import quoi */ + + /* In ccbaGenerateSinglePath(): don't save holes + * in c.c. with ridiculously many small holes */ +static const l_int32 NMAX_HOLES = 150; + + /* Tables used to trace the border. + * - The 8 pixel positions of neighbors Q are labeled clockwise + * starting from the west: + * 1 2 3 + * 0 P 4 + * 7 6 5 + * where the labels are the index offset [0, ... 7] of Q relative to P. + * - xpostab[] and ypostab[] give the actual x and y pixel offsets + * of Q relative to P, indexed by the index offset. + * - qpostab[pos] gives the new index offset of Q relative to P, at + * the time that a new P has been chosen to be in index offset + * position 'pos' relative to the previous P. The relation + * between P and Q is always 4-connected. */ +static const l_int32 xpostab[] = {-1, -1, 0, 1, 1, 1, 0, -1}; +static const l_int32 ypostab[] = {0, -1, -1, -1, 0, 1, 1, 1}; +static const l_int32 qpostab[] = {6, 6, 0, 0, 2, 2, 4, 4}; + + /* Static functions */ +static l_int32 ccbaExtendArray(CCBORDA *ccba); +static CCBORD *pixGetCCBorders(PIX *pixs, BOX *box); +static PTA *pixGetOuterBorderPta(PIX *pixs, BOX *box); +static l_ok pixGetHoleBorder(CCBORD *ccb, PIX *pixs, BOX *box, + l_int32 xs, l_int32 ys); +static l_int32 findNextBorderPixel(l_int32 w, l_int32 h, l_uint32 *data, + l_int32 wpl, l_int32 px, l_int32 py, + l_int32 *pqpos, l_int32 *pnpx, + l_int32 *pnpy); +static void locateOutsideSeedPixel(l_int32 fpx, l_int32 fpy, l_int32 spx, + l_int32 spy, l_int32 *pxs, l_int32 *pys); + +#ifndef NO_CONSOLE_IO +#define DEBUG_PRINT 0 +#endif /* NO CONSOLE_IO */ + + +/*---------------------------------------------------------------------* + * ccba and ccb creation and destruction * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaCreate() + * + * \param[in] pixs 1 bpp; can be null + * \param[in] n initial number of ptrs + * \return ccba, or NULL on error + */ +CCBORDA * +ccbaCreate(PIX *pixs, + l_int32 n) +{ +CCBORDA *ccba; + + PROCNAME("ccbaCreate"); + + if (n <= 0) + n = INITIAL_PTR_ARRAYSIZE; + + ccba = (CCBORDA *)LEPT_CALLOC(1, sizeof(CCBORDA)); + if (pixs) { + ccba->pix = pixClone(pixs); + ccba->w = pixGetWidth(pixs); + ccba->h = pixGetHeight(pixs); + } + ccba->n = 0; + ccba->nalloc = n; + if ((ccba->ccb = (CCBORD **)LEPT_CALLOC(n, sizeof(CCBORD *))) == NULL) { + ccbaDestroy(&ccba); + return (CCBORDA *)ERROR_PTR("ccba ptrs not made", procName, NULL); + } + return ccba; +} + + +/*! + * \brief ccbaDestroy() + * + * \param[in,out] pccba will be set to null befoe returning + * \return void + */ +void +ccbaDestroy(CCBORDA **pccba) +{ +l_int32 i; +CCBORDA *ccba; + + PROCNAME("ccbaDestroy"); + + if (pccba == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + + if ((ccba = *pccba) == NULL) + return; + + pixDestroy(&ccba->pix); + for (i = 0; i < ccba->n; i++) + ccbDestroy(&ccba->ccb[i]); + LEPT_FREE(ccba->ccb); + LEPT_FREE(ccba); + *pccba = NULL; + return; +} + + +/*! + * \brief ccbCreate() + * + * \param[in] pixs [optional]; can be null + * \return ccb or NULL on error + */ +CCBORD * +ccbCreate(PIX *pixs) +{ +BOXA *boxa; +CCBORD *ccb; +PTA *start; +PTAA *local; + + PROCNAME("ccbCreate"); + + if (pixs) { + if (pixGetDepth(pixs) != 1) + return (CCBORD *)ERROR_PTR("pixs not binary", procName, NULL); + } + + if ((ccb = (CCBORD *)LEPT_CALLOC(1, sizeof(CCBORD))) == NULL) + return (CCBORD *)ERROR_PTR("ccb not made", procName, NULL); + ccb->refcount++; + if (pixs) + ccb->pix = pixClone(pixs); + if ((boxa = boxaCreate(1)) == NULL) + return (CCBORD *)ERROR_PTR("boxa not made", procName, NULL); + ccb->boxa = boxa; + if ((start = ptaCreate(1)) == NULL) + return (CCBORD *)ERROR_PTR("start pta not made", procName, NULL); + ccb->start = start; + if ((local = ptaaCreate(1)) == NULL) + return (CCBORD *)ERROR_PTR("local ptaa not made", procName, NULL); + ccb->local = local; + + return ccb; +} + + +/*! + * \brief ccbDestroy() + * + * \param[in,out] pccb will be set to null before returning + * \return void + */ +void +ccbDestroy(CCBORD **pccb) +{ +CCBORD *ccb; + + PROCNAME("ccbDestroy"); + + if (pccb == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + + if ((ccb = *pccb) == NULL) + return; + + ccb->refcount--; + if (ccb->refcount == 0) { + if (ccb->pix) + pixDestroy(&ccb->pix); + if (ccb->boxa) + boxaDestroy(&ccb->boxa); + if (ccb->start) + ptaDestroy(&ccb->start); + if (ccb->local) + ptaaDestroy(&ccb->local); + if (ccb->global) + ptaaDestroy(&ccb->global); + if (ccb->step) + numaaDestroy(&ccb->step); + if (ccb->splocal) + ptaDestroy(&ccb->splocal); + if (ccb->spglobal) + ptaDestroy(&ccb->spglobal); + LEPT_FREE(ccb); + *pccb = NULL; + } + return; +} + + +/*---------------------------------------------------------------------* + * ccba addition * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaAddCcb() + * + * \param[in] ccba + * \param[in] ccb to be added by insertion + * \return 0 if OK; 1 on error + */ +l_ok +ccbaAddCcb(CCBORDA *ccba, + CCBORD *ccb) +{ +l_int32 n; + + PROCNAME("ccbaAddCcb"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + if (!ccb) + return ERROR_INT("ccb not defined", procName, 1); + + n = ccbaGetCount(ccba); + if (n >= ccba->nalloc) + ccbaExtendArray(ccba); + ccba->ccb[n] = ccb; + ccba->n++; + return 0; +} + + +/*! + * \brief ccbaExtendArray() + * + * \param[in] ccba + * \return 0 if OK; 1 on error + */ +static l_int32 +ccbaExtendArray(CCBORDA *ccba) +{ + PROCNAME("ccbaExtendArray"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + if ((ccba->ccb = (CCBORD **)reallocNew((void **)&ccba->ccb, + sizeof(CCBORD *) * ccba->nalloc, + 2 * sizeof(CCBORD *) * ccba->nalloc)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + ccba->nalloc = 2 * ccba->nalloc; + return 0; +} + + + +/*---------------------------------------------------------------------* + * ccba accessors * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaGetCount() + * + * \param[in] ccba + * \return count, with 0 on error + */ +l_int32 +ccbaGetCount(CCBORDA *ccba) +{ + + PROCNAME("ccbaGetCount"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 0); + + return ccba->n; +} + + +/*! + * \brief ccbaGetCcb() + * + * \param[in] ccba + * \param[in] index + * \return ccb, or NULL on error + * + * 
+ * Notes:
+ *      (1) This returns a clone of the ccb; it must be destroyed
+ *
+ */ +CCBORD * +ccbaGetCcb(CCBORDA *ccba, + l_int32 index) +{ +CCBORD *ccb; + + PROCNAME("ccbaGetCcb"); + + if (!ccba) + return (CCBORD *)ERROR_PTR("ccba not defined", procName, NULL); + if (index < 0 || index >= ccba->n) + return (CCBORD *)ERROR_PTR("index out of bounds", procName, NULL); + + ccb = ccba->ccb[index]; + ccb->refcount++; + return ccb; +} + + + +/*---------------------------------------------------------------------* + * Top-level border-finding routines * + *---------------------------------------------------------------------*/ +/*! + * \brief pixGetAllCCBorders() + * + * \param[in] pixs 1 bpp + * \return ccborda, or NULL on error + */ +CCBORDA * +pixGetAllCCBorders(PIX *pixs) +{ +l_int32 n, i; +BOX *box; +BOXA *boxa; +CCBORDA *ccba; +CCBORD *ccb; +PIX *pix; +PIXA *pixa; + + PROCNAME("pixGetAllCCBorders"); + + if (!pixs) + return (CCBORDA *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (CCBORDA *)ERROR_PTR("pixs not binary", procName, NULL); + + if ((boxa = pixConnComp(pixs, &pixa, 8)) == NULL) + return (CCBORDA *)ERROR_PTR("boxa not made", procName, NULL); + n = boxaGetCount(boxa); + + if ((ccba = ccbaCreate(pixs, n)) == NULL) { + boxaDestroy(&boxa); + pixaDestroy(&pixa); + return (CCBORDA *)ERROR_PTR("ccba not made", procName, NULL); + } + for (i = 0; i < n; i++) { + if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL) { + ccbaDestroy(&ccba); + pixaDestroy(&pixa); + boxaDestroy(&boxa); + return (CCBORDA *)ERROR_PTR("pix not found", procName, NULL); + } + if ((box = pixaGetBox(pixa, i, L_CLONE)) == NULL) { + ccbaDestroy(&ccba); + pixaDestroy(&pixa); + boxaDestroy(&boxa); + pixDestroy(&pix); + return (CCBORDA *)ERROR_PTR("box not found", procName, NULL); + } + ccb = pixGetCCBorders(pix, box); + pixDestroy(&pix); + boxDestroy(&box); + if (!ccb) { + ccbaDestroy(&ccba); + pixaDestroy(&pixa); + boxaDestroy(&boxa); + return (CCBORDA *)ERROR_PTR("ccb not made", procName, NULL); + } +/* ptaWriteStream(stderr, ccb->local, 1); */ + ccbaAddCcb(ccba, ccb); + } + + boxaDestroy(&boxa); + pixaDestroy(&pixa); + return ccba; +} + + +/*! + * \brief pixGetCCBorders() + * + * \param[in] pixs 1 bpp, one 8-connected component + * \param[in] box of %pixs, in global coords + * \return ccbord, or NULL on error + * + * 
+ * Notes:
+ *      (1) We are finding the exterior and interior borders
+ *          of an 8-connected component.   This should be used
+ *          on a pix that has exactly one 8-connected component.
+ *      (2) Typically, pixs is a c.c. in some larger pix.  The
+ *          input box gives its location in global coordinates.
+ *          This box is saved, as well as the boxes for the
+ *          borders of any holes within the c.c., but the latter
+ *          are given in relative coords within the c.c.
+ *      (3) The calculations for the exterior border are done
+ *          on a pix with a 1-pixel
+ *          added border, but the saved pixel coordinates
+ *          are the correct (relative) ones for the input pix
+ *          (without a 1-pixel border)
+ *      (4) For the definition of the three tables -- xpostab[], ypostab[]
+ *          and qpostab[] -- see above where they are defined.
+ *
+ */ +static CCBORD * +pixGetCCBorders(PIX *pixs, + BOX *box) +{ +l_int32 allzero, i, x, xh, w, nh; +l_int32 xs, ys; /* starting hole border pixel, relative in pixs */ +l_uint32 val; +BOX *boxt, *boxe; +BOXA *boxa; +CCBORD *ccb; +PIX *pixh; /* for hole components */ +PIX *pixt; +PIXA *pixa; + + PROCNAME("pixGetCCBorders"); + + if (!pixs) + return (CCBORD *)ERROR_PTR("pixs not defined", procName, NULL); + if (!box) + return (CCBORD *)ERROR_PTR("box not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (CCBORD *)ERROR_PTR("pixs not binary", procName, NULL); + + pixZero(pixs, &allzero); + if (allzero) + return (CCBORD *)ERROR_PTR("pixs all 0", procName, NULL); + + if ((ccb = ccbCreate(pixs)) == NULL) + return (CCBORD *)ERROR_PTR("ccb not made", procName, NULL); + + /* Get the exterior border */ + pixGetOuterBorder(ccb, pixs, box); + + /* Find the holes, if any */ + if ((pixh = pixHolesByFilling(pixs, 4)) == NULL) { + ccbDestroy(&ccb); + return (CCBORD *)ERROR_PTR("pixh not made", procName, NULL); + } + pixZero(pixh, &allzero); + if (allzero) { /* no holes */ + pixDestroy(&pixh); + return ccb; + } + + /* Get c.c. and locations of the holes */ + if ((boxa = pixConnComp(pixh, &pixa, 4)) == NULL) { + ccbDestroy(&ccb); + pixDestroy(&pixh); + return (CCBORD *)ERROR_PTR("boxa not made", procName, NULL); + } + nh = boxaGetCount(boxa); +/* fprintf(stderr, "%d holes\n", nh); */ + + /* For each hole, find an interior pixel within the hole, + * then march to the right and stop at the first border + * pixel. Save the bounding box of the border, which + * is 1 pixel bigger on each side than the bounding box + * of the hole itself. Note that we use a pix of the + * c.c. of the hole itself to be sure that we start + * with a pixel in the hole of the proper component. + * If we did everything from the parent component, it is + * possible to start in a different hole that is within + * the b.b. of a larger hole. */ + w = pixGetWidth(pixs); + for (i = 0; i < nh; i++) { + boxt = boxaGetBox(boxa, i, L_CLONE); + pixt = pixaGetPix(pixa, i, L_CLONE); + ys = boxt->y; /* there must be a hole pixel on this raster line */ + for (x = 0; x < boxt->w; x++) { /* look for (fg) hole pixel */ + pixGetPixel(pixt, x, 0, &val); + if (val == 1) { + xh = x; + break; + } + } + if (x == boxt->w) { + L_WARNING("no hole pixel found!\n", procName); + continue; + } + for (x = xh + boxt->x; x < w; x++) { /* look for (fg) border pixel */ + pixGetPixel(pixs, x, ys, &val); + if (val == 1) { + xs = x; + break; + } + } + boxe = boxCreate(boxt->x - 1, boxt->y - 1, boxt->w + 2, boxt->h + 2); +#if DEBUG_PRINT + boxPrintStreamInfo(stderr, box); + boxPrintStreamInfo(stderr, boxe); + fprintf(stderr, "xs = %d, ys = %d\n", xs, ys); +#endif /* DEBUG_PRINT */ + pixGetHoleBorder(ccb, pixs, boxe, xs, ys); + boxDestroy(&boxt); + boxDestroy(&boxe); + pixDestroy(&pixt); + } + + boxaDestroy(&boxa); + pixaDestroy(&pixa); + pixDestroy(&pixh); + return ccb; +} + + +/*! + * \brief pixGetOuterBordersPtaa() + * + * \param[in] pixs 1 bpp + * \return ptaa of outer borders, in global coords, or NULL on error + */ +PTAA * +pixGetOuterBordersPtaa(PIX *pixs) +{ +l_int32 i, n; +BOX *box; +BOXA *boxa; +PIX *pix; +PIXA *pixa; +PTA *pta; +PTAA *ptaa; + + PROCNAME("pixGetOuterBordersPtaa"); + + if (!pixs) + return (PTAA *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (PTAA *)ERROR_PTR("pixs not binary", procName, NULL); + + boxa = pixConnComp(pixs, &pixa, 8); + n = boxaGetCount(boxa); + if (n == 0) { + boxaDestroy(&boxa); + pixaDestroy(&pixa); + return (PTAA *)ERROR_PTR("pixs empty", procName, NULL); + } + + ptaa = ptaaCreate(n); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + pix = pixaGetPix(pixa, i, L_CLONE); + pta = pixGetOuterBorderPta(pix, box); + if (pta) + ptaaAddPta(ptaa, pta, L_INSERT); + boxDestroy(&box); + pixDestroy(&pix); + } + + pixaDestroy(&pixa); + boxaDestroy(&boxa); + return ptaa; +} + + +/*! + * \brief pixGetOuterBorderPta() + * + * \param[in] pixs 1 bpp, one 8-connected component + * \param[in] box [optional] of %pixs, in global coordinates + * \return pta of outer border, in global coords, or NULL on error + * + * 
+ * Notes:
+ *      (1) We are finding the exterior border of a single 8-connected
+ *          component.
+ *      (2) If box is NULL, the outline returned is in the local coords
+ *          of the input pix.  Otherwise, box is assumed to give the
+ *          location of the pix in global coordinates, and the returned
+ *          pta will be in those global coordinates.
+ *
+ */ +static PTA * +pixGetOuterBorderPta(PIX *pixs, + BOX *box) +{ +l_int32 allzero, x, y; +BOX *boxt; +CCBORD *ccb; +PTA *ptaloc, *ptad; + + PROCNAME("pixGetOuterBorderPta"); + + if (!pixs) + return (PTA *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (PTA *)ERROR_PTR("pixs not binary", procName, NULL); + + pixZero(pixs, &allzero); + if (allzero) + return (PTA *)ERROR_PTR("pixs all 0", procName, NULL); + + if ((ccb = ccbCreate(pixs)) == NULL) + return (PTA *)ERROR_PTR("ccb not made", procName, NULL); + if (!box) + boxt = boxCreate(0, 0, pixGetWidth(pixs), pixGetHeight(pixs)); + else + boxt = boxClone(box); + + /* Get the exterior border in local coords */ + pixGetOuterBorder(ccb, pixs, boxt); + if ((ptaloc = ptaaGetPta(ccb->local, 0, L_CLONE)) == NULL) { + ccbDestroy(&ccb); + boxDestroy(&boxt); + return (PTA *)ERROR_PTR("ptaloc not made", procName, NULL); + } + + /* Transform to global coordinates, if they are given */ + if (box) { + boxGetGeometry(box, &x, &y, NULL, NULL); + ptad = ptaTransform(ptaloc, x, y, 1.0, 1.0); + } else { + ptad = ptaClone(ptaloc); + } + + ptaDestroy(&ptaloc); + boxDestroy(&boxt); + ccbDestroy(&ccb); + return ptad; +} + + +/*---------------------------------------------------------------------* + * Lower-level border-finding routines * + *---------------------------------------------------------------------*/ +/*! + * \brief pixGetOuterBorder() + * + * \param[in] ccb unfilled + * \param[in] pixs for the component at hand + * \param[in] box for the component, in global coords + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) the border is saved in relative coordinates within
+ *          the c.c. (pixs).  Because the calculation is done
+ *          in pixb with added 1 pixel border, we must subtract
+ *          1 from each pixel value before storing it.
+ *      (2) the stopping condition is that after the first pixel is
+ *          returned to, the next pixel is the second pixel.  Having
+ *          these 2 pixels recur in sequence proves the path is closed,
+ *          and we do not store the second pixel again.
+ *
+ */ +l_ok +pixGetOuterBorder(CCBORD *ccb, + PIX *pixs, + BOX *box) +{ +l_int32 fpx, fpy, spx, spy, qpos; +l_int32 px, py, npx, npy; +l_int32 w, h, wpl; +l_uint32 *data; +PTA *pta; +PIX *pixb; /* with 1 pixel border */ + + PROCNAME("pixGetOuterBorder"); + + if (!ccb) + return ERROR_INT("ccb not defined", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + + /* Add 1-pixel border all around, and find start pixel */ + if ((pixb = pixAddBorder(pixs, 1, 0)) == NULL) + return ERROR_INT("pixs not made", procName, 1); + if (!nextOnPixelInRaster(pixb, 1, 1, &px, &py)) { + pixDestroy(&pixb); + return ERROR_INT("no start pixel found", procName, 1); + } + qpos = 0; /* relative to p */ + fpx = px; /* save location of first pixel on border */ + fpy = py; + + /* Save box and start pixel in relative coords */ + boxaAddBox(ccb->boxa, box, L_COPY); + ptaAddPt(ccb->start, px - 1, py - 1); + + pta = ptaCreate(0); + ptaaAddPta(ccb->local, pta, L_INSERT); + ptaAddPt(pta, px - 1, py - 1); /* initial point */ + pixGetDimensions(pixb, &w, &h, NULL); + data = pixGetData(pixb); + wpl = pixGetWpl(pixb); + + /* Get the second point; if there is none, return */ + if (findNextBorderPixel(w, h, data, wpl, px, py, &qpos, &npx, &npy)) { + pixDestroy(&pixb); + return 0; + } + + spx = npx; /* save location of second pixel on border */ + spy = npy; + ptaAddPt(pta, npx - 1, npy - 1); /* second point */ + px = npx; + py = npy; + + while (1) { + findNextBorderPixel(w, h, data, wpl, px, py, &qpos, &npx, &npy); + if (px == fpx && py == fpy && npx == spx && npy == spy) + break; + ptaAddPt(pta, npx - 1, npy - 1); + px = npx; + py = npy; + } + + pixDestroy(&pixb); + return 0; +} + + +/*! + * \brief pixGetHoleBorder() + * + * \param[in] ccb the exterior border is already made + * \param[in] pixs for the connected component at hand + * \param[in] box for the specific hole border, in relative + * coordinates to the c.c. + * \param[in] xs, ys first pixel on hole border, relative to c.c. + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) we trace out hole border on pixs without addition
+ *          of single pixel added border to pixs
+ *      (2) therefore all coordinates are relative within the c.c. (pixs)
+ *      (3) same position tables and stopping condition as for
+ *          exterior borders
+ *
+ */ +static l_ok +pixGetHoleBorder(CCBORD *ccb, + PIX *pixs, + BOX *box, + l_int32 xs, + l_int32 ys) +{ +l_int32 fpx, fpy, spx, spy, qpos; +l_int32 px, py, npx, npy; +l_int32 w, h, wpl; +l_uint32 *data; +PTA *pta; + + PROCNAME("pixGetHoleBorder"); + + if (!ccb) + return ERROR_INT("ccb not defined", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + + /* Add border and find start pixel */ + qpos = 0; /* orientation of Q relative to P */ + fpx = xs; /* save location of first pixel on border */ + fpy = ys; + + /* Save box and start pixel */ + boxaAddBox(ccb->boxa, box, L_COPY); + ptaAddPt(ccb->start, xs, ys); + + if ((pta = ptaCreate(0)) == NULL) + return ERROR_INT("pta not made", procName, 1); + ptaaAddPta(ccb->local, pta, L_INSERT); + ptaAddPt(pta, xs, ys); /* initial pixel */ + + w = pixGetWidth(pixs); + h = pixGetHeight(pixs); + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + + /* Get the second point; there should always be at least 4 pts + * in a minimal hole border! */ + if (findNextBorderPixel(w, h, data, wpl, xs, ys, &qpos, &npx, &npy)) + return ERROR_INT("isolated hole border point!", procName, 1); + + spx = npx; /* save location of second pixel on border */ + spy = npy; + ptaAddPt(pta, npx, npy); /* second pixel */ + px = npx; + py = npy; + + while (1) { + findNextBorderPixel(w, h, data, wpl, px, py, &qpos, &npx, &npy); + if (px == fpx && py == fpy && npx == spx && npy == spy) + break; + ptaAddPt(pta, npx, npy); + px = npx; + py = npy; + } + + return 0; +} + + +/*! + * \brief findNextBorderPixel() + * + * \param[in] w, h + * \param[in] data, wpl + * \param[in] px, py current P + * \param[in,out] pqpos input current Q; new Q + * \param[out] pnpx, pnpy new P + * \return 0 if next pixel found; 1 otherwise + * + * 
+ * Notes:
+ *      (1) qpos increases clockwise from 0 to 7, with 0 at
+ *          location with Q to left of P:   Q P
+ *      (2) this is a low-level function that does not check input
+ *          parameters.  All calling functions should check them.
+ *
+ */ +static l_int32 +findNextBorderPixel(l_int32 w, + l_int32 h, + l_uint32 *data, + l_int32 wpl, + l_int32 px, + l_int32 py, + l_int32 *pqpos, + l_int32 *pnpx, + l_int32 *pnpy) +{ +l_int32 qpos, i, pos, npx, npy, val; +l_uint32 *line; + + qpos = *pqpos; + for (i = 1; i < 8; i++) { + pos = (qpos + i) % 8; + npx = px + xpostab[pos]; + npy = py + ypostab[pos]; + line = data + npy * wpl; + val = GET_DATA_BIT(line, npx); + if (val) { + *pnpx = npx; + *pnpy = npy; + *pqpos = qpostab[pos]; + return 0; + } + } + + return 1; +} + + +/*! + * \brief locateOutsideSeedPixel() + * + * \param[in] fpx, fpy location of first pixel + * \param[in] spx, spy location of second pixel + * \param[out] pxs, pys seed pixel to be returned + * + * 
+ * Notes:
+ *      (1) The first and second pixels must be 8-adjacent,
+ *          so |dx| <= 1 and |dy| <= 1 and both dx and dy
+ *          cannot be 0.  There are 8 possible cases.
+ *      (2) The seed pixel is OUTSIDE the foreground of the c.c.
+ *      (3) These rules are for the situation where the INSIDE
+ *          of the c.c. is on the right as you follow the border:
+ *          cw for an exterior border and ccw for a hole border.
+ *
+ */ +static void +locateOutsideSeedPixel(l_int32 fpx, + l_int32 fpy, + l_int32 spx, + l_int32 spy, + l_int32 *pxs, + l_int32 *pys) +{ +l_int32 dx, dy; + + dx = spx - fpx; + dy = spy - fpy; + + if (dx * dy == 1) { + *pxs = fpx + dx; + *pys = fpy; + } else if (dx * dy == -1) { + *pxs = fpx; + *pys = fpy + dy; + } else if (dx == 0) { + *pxs = fpx + dy; + *pys = fpy + dy; + } else /* dy == 0 */ { + *pxs = fpx + dx; + *pys = fpy - dx; + } + + return; +} + + + +/*---------------------------------------------------------------------* + * Border conversions * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaGenerateGlobalLocs() + * + * \param[in] ccba with local chain ptaa of borders computed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This uses the pixel locs in the local ptaa, which are all
+ *          relative to each c.c., to find the global pixel locations,
+ *          and stores them in the global ptaa.
+ *
+ */ +l_ok +ccbaGenerateGlobalLocs(CCBORDA *ccba) +{ +l_int32 ncc, nb, n, i, j, k, xul, yul, x, y; +CCBORD *ccb; +PTAA *ptaal, *ptaag; +PTA *ptal, *ptag; + + PROCNAME("ccbaGenerateGlobalLocs"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + ncc = ccbaGetCount(ccba); /* number of c.c. */ + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + + /* Get the UL corner in global coords, (xul, yul), of the c.c. */ + boxaGetBoxGeometry(ccb->boxa, 0, &xul, &yul, NULL, NULL); + + /* Make a new global ptaa, removing any old one */ + ptaal = ccb->local; + nb = ptaaGetCount(ptaal); /* number of borders */ + if (ccb->global) /* remove old one */ + ptaaDestroy(&ccb->global); + if ((ptaag = ptaaCreate(nb)) == NULL) + return ERROR_INT("ptaag not made", procName, 1); + ccb->global = ptaag; /* save new one */ + + /* Iterate through the borders for this c.c. */ + for (j = 0; j < nb; j++) { + ptal = ptaaGetPta(ptaal, j, L_CLONE); + n = ptaGetCount(ptal); /* number of pixels in border */ + if ((ptag = ptaCreate(n)) == NULL) + return ERROR_INT("ptag not made", procName, 1); + ptaaAddPta(ptaag, ptag, L_INSERT); + for (k = 0; k < n; k++) { + ptaGetIPt(ptal, k, &x, &y); + ptaAddPt(ptag, x + xul, y + yul); + } + ptaDestroy(&ptal); + } + ccbDestroy(&ccb); + } + + return 0; +} + + +/*! + * \brief ccbaGenerateStepChains() + * + * \param[in] ccba with local chain ptaa of borders computed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This uses the pixel locs in the local ptaa,
+ *          which are all relative to each c.c., to find
+ *          the step directions for successive pixels in
+ *          the chain, and stores them in the step numaa.
+ *      (2) To get the step direction, use
+ *              1   2   3
+ *              0   P   4
+ *              7   6   5
+ *          where P is the previous pixel at (px, py).  The step direction
+ *          is the number (from 0 through 7) for each relative location
+ *          of the current pixel at (cx, cy).  It is easily found by
+ *          indexing into a 2-d 3x3 array (dirtab).
+ *
+ */ +l_ok +ccbaGenerateStepChains(CCBORDA *ccba) +{ +l_int32 ncc, nb, n, i, j, k; +l_int32 px, py, cx, cy, stepdir; +l_int32 dirtab[][3] = {{1, 2, 3}, {0, -1, 4}, {7, 6, 5}}; +CCBORD *ccb; +NUMA *na; +NUMAA *naa; /* step chain code; to be made */ +PTA *ptal; +PTAA *ptaal; /* local chain code */ + + PROCNAME("ccbaGenerateStepChains"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + ncc = ccbaGetCount(ccba); /* number of c.c. */ + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + + /* Make a new step numaa, removing any old one */ + ptaal = ccb->local; + nb = ptaaGetCount(ptaal); /* number of borders */ + if (ccb->step) /* remove old one */ + numaaDestroy(&ccb->step); + if ((naa = numaaCreate(nb)) == NULL) + return ERROR_INT("naa not made", procName, 1); + ccb->step = naa; /* save new one */ + + /* Iterate through the borders for this c.c. */ + for (j = 0; j < nb; j++) { + ptal = ptaaGetPta(ptaal, j, L_CLONE); + n = ptaGetCount(ptal); /* number of pixels in border */ + if (n == 1) { /* isolated pixel */ + na = numaCreate(1); /* but leave it empty */ + } else { /* trace out the boundary */ + if ((na = numaCreate(n)) == NULL) + return ERROR_INT("na not made", procName, 1); + ptaGetIPt(ptal, 0, &px, &py); + for (k = 1; k < n; k++) { + ptaGetIPt(ptal, k, &cx, &cy); + stepdir = dirtab[1 + cy - py][1 + cx - px]; + numaAddNumber(na, stepdir); + px = cx; + py = cy; + } + } + numaaAddNuma(naa, na, L_INSERT); + ptaDestroy(&ptal); + } + ccbDestroy(&ccb); /* just decrement refcount */ + } + + return 0; +} + + +/*! + * \brief ccbaStepChainsToPixCoords() + * + * \param[in] ccba with step chains numaa of borders + * \param[in] coordtype CCB_GLOBAL_COORDS or CCB_LOCAL_COORDS + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This uses the step chain data in each ccb to determine
+ *          the pixel locations, either global or local,
+ *          and stores them in the appropriate ptaa,
+ *          either global or local.  For the latter, the
+ *          pixel locations are relative to the c.c.
+ *
+ */ +l_ok +ccbaStepChainsToPixCoords(CCBORDA *ccba, + l_int32 coordtype) +{ +l_int32 ncc, nb, n, i, j, k; +l_int32 xul, yul, xstart, ystart, x, y, stepdir; +BOXA *boxa; +CCBORD *ccb; +NUMA *na; +NUMAA *naa; +PTAA *ptaan; /* new pix coord ptaa */ +PTA *ptas, *ptan; + + PROCNAME("ccbaStepChainsToPixCoords"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + if (coordtype != CCB_GLOBAL_COORDS && coordtype != CCB_LOCAL_COORDS) + return ERROR_INT("coordtype not valid", procName, 1); + + ncc = ccbaGetCount(ccba); /* number of c.c. */ + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + if ((naa = ccb->step) == NULL) + return ERROR_INT("step numaa not found", procName, 1); + if ((boxa = ccb->boxa) == NULL) + return ERROR_INT("boxa not found", procName, 1); + if ((ptas = ccb->start) == NULL) + return ERROR_INT("start pta not found", procName, 1); + + /* For global coords, get the (xul, yul) of the c.c.; + * otherwise, use relative coords. */ + if (coordtype == CCB_LOCAL_COORDS) { + xul = 0; + yul = 0; + } else { /* coordtype == CCB_GLOBAL_COORDS */ + /* Get UL corner in global coords */ + if (boxaGetBoxGeometry(boxa, 0, &xul, &yul, NULL, NULL)) + return ERROR_INT("bounding rectangle not found", procName, 1); + } + + /* Make a new ptaa, removing any old one */ + nb = numaaGetCount(naa); /* number of borders */ + if ((ptaan = ptaaCreate(nb)) == NULL) + return ERROR_INT("ptaan not made", procName, 1); + if (coordtype == CCB_LOCAL_COORDS) { + if (ccb->local) /* remove old one */ + ptaaDestroy(&ccb->local); + ccb->local = ptaan; /* save new local chain */ + } else { /* coordtype == CCB_GLOBAL_COORDS */ + if (ccb->global) /* remove old one */ + ptaaDestroy(&ccb->global); + ccb->global = ptaan; /* save new global chain */ + } + + /* Iterate through the borders for this c.c. */ + for (j = 0; j < nb; j++) { + na = numaaGetNuma(naa, j, L_CLONE); + n = numaGetCount(na); /* number of steps in border */ + if ((ptan = ptaCreate(n + 1)) == NULL) + return ERROR_INT("ptan not made", procName, 1); + ptaaAddPta(ptaan, ptan, L_INSERT); + ptaGetIPt(ptas, j, &xstart, &ystart); + x = xul + xstart; + y = yul + ystart; + ptaAddPt(ptan, x, y); + for (k = 0; k < n; k++) { + numaGetIValue(na, k, &stepdir); + x += xpostab[stepdir]; + y += ypostab[stepdir]; + ptaAddPt(ptan, x, y); + } + numaDestroy(&na); + } + ccbDestroy(&ccb); + } + + return 0; +} + + +/*! + * \brief ccbaGenerateSPGlobalLocs() + * + * \param[in] ccba + * \param[in] ptsflag CCB_SAVE_ALL_PTS or CCB_SAVE_TURNING_PTS + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This calculates the splocal rep if not yet made.
+ *      (2) It uses the local pixel values in splocal, the single
+ *          path pta, which are all relative to each c.c., to find
+ *          the corresponding global pixel locations, and stores
+ *          them in the spglobal pta.
+ *      (3) This lists only the turning points: it both makes a
+ *          valid svg file and is typically about half the size
+ *          when all border points are listed.
+ *
+ */ +l_ok +ccbaGenerateSPGlobalLocs(CCBORDA *ccba, + l_int32 ptsflag) +{ +l_int32 ncc, npt, i, j, xul, yul, x, y, delx, dely; +l_int32 xp, yp, delxp, delyp; /* prev point and increments */ +CCBORD *ccb; +PTA *ptal, *ptag; + + PROCNAME("ccbaGenerateSPGlobalLocs"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + /* Make sure we have a local single path representation */ + if ((ccb = ccbaGetCcb(ccba, 0)) == NULL) + return ERROR_INT("no ccb", procName, 1); + if (!ccb->splocal) + ccbaGenerateSinglePath(ccba); + ccbDestroy(&ccb); /* clone ref */ + + ncc = ccbaGetCount(ccba); /* number of c.c. */ + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + + /* Get the UL corner in global coords, (xul, yul), of the c.c. */ + if (boxaGetBoxGeometry(ccb->boxa, 0, &xul, &yul, NULL, NULL)) + return ERROR_INT("bounding rectangle not found", procName, 1); + + /* Make a new spglobal pta, removing any old one */ + ptal = ccb->splocal; + npt = ptaGetCount(ptal); /* number of points */ + if (ccb->spglobal) /* remove old one */ + ptaDestroy(&ccb->spglobal); + if ((ptag = ptaCreate(npt)) == NULL) + return ERROR_INT("ptag not made", procName, 1); + ccb->spglobal = ptag; /* save new one */ + + /* Convert local to global */ + if (ptsflag == CCB_SAVE_ALL_PTS) { + for (j = 0; j < npt; j++) { + ptaGetIPt(ptal, j, &x, &y); + ptaAddPt(ptag, x + xul, y + yul); + } + } else { /* ptsflag = CCB_SAVE_TURNING_PTS */ + ptaGetIPt(ptal, 0, &xp, &yp); /* get the 1st pt */ + ptaAddPt(ptag, xp + xul, yp + yul); /* save the 1st pt */ + if (npt == 2) { /* get and save the 2nd pt */ + ptaGetIPt(ptal, 1, &x, &y); + ptaAddPt(ptag, x + xul, y + yul); + } else if (npt > 2) { + ptaGetIPt(ptal, 1, &x, &y); + delxp = x - xp; + delyp = y - yp; + xp = x; + yp = y; + for (j = 2; j < npt; j++) { + ptaGetIPt(ptal, j, &x, &y); + delx = x - xp; + dely = y - yp; + if (delx != delxp || dely != delyp) + ptaAddPt(ptag, xp + xul, yp + yul); + xp = x; + yp = y; + delxp = delx; + delyp = dely; + } + ptaAddPt(ptag, xp + xul, yp + yul); + } + } + + ccbDestroy(&ccb); /* clone ref */ + } + + return 0; +} + + + +/*---------------------------------------------------------------------* + * Conversion to single path * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaGenerateSinglePath() + * + * \param[in] ccba + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Generates a single border in local pixel coordinates.
+ *          For each c.c., if there is just an outer border, copy it.
+ *          If there are also hole borders, for each hole border,
+ *          determine the smallest horizontal or vertical
+ *          distance from the border to the outside of the c.c.,
+ *          and find a path through the c.c. for this cut.
+ *          We do this in a way that guarantees a pixel from the
+ *          hole border is the starting point of the path, and
+ *          we must verify that the path intersects the outer
+ *          border (if it intersects it, then it ends on it).
+ *          One can imagine pathological cases, but they may not
+ *          occur in images of text characters and un-textured
+ *          line graphics.
+ *      (2) Once it is verified that the path through the c.c.
+ *          intersects both the hole and outer borders, we
+ *          generate the full single path for all borders in the
+ *          c.c.  Starting at the start point on the outer
+ *          border, when we hit a line on a cut, we take
+ *          the cut, do the hold border, and return on the cut
+ *          to the outer border.  We compose a pta of the
+ *          outer border pts that are on cut paths, and for
+ *          every point on the outer border (as we go around),
+ *          we check against this pta.  When we find a matching
+ *          point in the pta, we do its cut path and hole border.
+ *          The single path is saved in the ccb.
+ *
+ */ +l_ok +ccbaGenerateSinglePath(CCBORDA *ccba) +{ +l_int32 i, j, k, ncc, nb, ncut, npt, dir, len, state, lostholes; +l_int32 x, y, xl, yl, xf, yf; +BOX *boxinner; +BOXA *boxa; +CCBORD *ccb; +PTA *pta, *ptac, *ptah; +PTA *ptahc; /* cyclic permutation of hole border, with end pts at cut */ +PTA *ptas; /* output result: new single path for c.c. */ +PTA *ptaf; /* points on the hole borders that intersect with cuts */ +PTA *ptal; /* points on outer border that intersect with cuts */ +PTA *ptap, *ptarp; /* path and reverse path between borders */ +PTAA *ptaa; +PTAA *ptaap; /* ptaa for all paths between borders */ + + PROCNAME("ccbaGenerateSinglePath"); + + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + ncc = ccbaGetCount(ccba); /* number of c.c. */ + lostholes = 0; + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + if ((ptaa = ccb->local) == NULL) { + L_WARNING("local pixel loc array not found\n", procName); + continue; + } + nb = ptaaGetCount(ptaa); /* number of borders in the c.c. */ + + /* Prepare the output pta */ + if (ccb->splocal) + ptaDestroy(&ccb->splocal); + ptas = ptaCreate(0); + ccb->splocal = ptas; + + /* If no holes, just concat the outer border */ + pta = ptaaGetPta(ptaa, 0, L_CLONE); + if (nb == 1 || nb > NMAX_HOLES + 1) { + ptaJoin(ptas, pta, 0, -1); + ptaDestroy(&pta); /* remove clone */ + ccbDestroy(&ccb); /* remove clone */ + continue; + } + + /* Find the (nb - 1) cut paths that connect holes + * with outer border */ + boxa = ccb->boxa; + ptaap = ptaaCreate(nb - 1); + ptaf = ptaCreate(nb - 1); + ptal = ptaCreate(nb - 1); + for (j = 1; j < nb; j++) { + boxinner = boxaGetBox(boxa, j, L_CLONE); + + /* Find a short path and store it */ + ptac = getCutPathForHole(ccb->pix, pta, boxinner, &dir, &len); + if (len == 0) { /* bad: we lose the hole! */ + lostholes++; +/* boxPrintStreamInfo(stderr, boxa->box[0]); */ + } + ptaaAddPta(ptaap, ptac, L_INSERT); +/* fprintf(stderr, "dir = %d, length = %d\n", dir, len); */ +/* ptaWriteStream(stderr, ptac, 1); */ + + /* Store the first and last points in the cut path, + * which must be on a hole border and the outer + * border, respectively */ + ncut = ptaGetCount(ptac); + if (ncut == 0) { /* missed hole; neg coords won't match */ + ptaAddPt(ptaf, -1, -1); + ptaAddPt(ptal, -1, -1); + } else { + ptaGetIPt(ptac, 0, &x, &y); + ptaAddPt(ptaf, x, y); + ptaGetIPt(ptac, ncut - 1, &x, &y); + ptaAddPt(ptal, x, y); + } + boxDestroy(&boxinner); + } + + /* Make a single path for the c.c. using these connections */ + npt = ptaGetCount(pta); /* outer border pts */ + for (k = 0; k < npt; k++) { + ptaGetIPt(pta, k, &x, &y); + if (k == 0) { /* if there is a cut at the first point, + * we can wait until the end to take it */ + ptaAddPt(ptas, x, y); + continue; + } + state = L_NOT_FOUND; + for (j = 0; j < nb - 1; j++) { /* iterate over cut end pts */ + ptaGetIPt(ptal, j, &xl, &yl); /* cut point on outer border */ + if (x == xl && y == yl) { /* take this cut to the hole */ + state = L_FOUND; + ptap = ptaaGetPta(ptaap, j, L_CLONE); + ptarp = ptaReverse(ptap, 1); + /* Cut point on hole border: */ + ptaGetIPt(ptaf, j, &xf, &yf); + /* Hole border: */ + ptah = ptaaGetPta(ptaa, j + 1, L_CLONE); + ptahc = ptaCyclicPerm(ptah, xf, yf); +/* ptaWriteStream(stderr, ptahc, 1); */ + ptaJoin(ptas, ptarp, 0, -1); + ptaJoin(ptas, ptahc, 0, -1); + ptaJoin(ptas, ptap, 0, -1); + ptaDestroy(&ptap); + ptaDestroy(&ptarp); + ptaDestroy(&ptah); + ptaDestroy(&ptahc); + break; + } + } + if (state == L_NOT_FOUND) + ptaAddPt(ptas, x, y); + } + +/* ptaWriteStream(stderr, ptas, 1); */ + ptaaDestroy(&ptaap); + ptaDestroy(&ptaf); + ptaDestroy(&ptal); + ptaDestroy(&pta); /* remove clone */ + ccbDestroy(&ccb); /* remove clone */ + } + + if (lostholes > 0) + L_WARNING("***** %d lost holes *****\n", procName, lostholes); + + return 0; +} + + +/*! + * \brief getCutPathForHole() + * + * \param[in] pix 1 bpp, of c.c. + * \param[in] pta of outer border + * \param[in] boxinner bounding box of hole path + * \param[out] pdir direction (0-3), returned; only needed for debug + * \param[out] plen length of path, returned + * \return pta of pts on cut path from the hole border + * to the outer border, including end points on + * both borders; or NULL on error + * + * 
+ * Notes:
+ *      (1) If we don't find a path, we return a pta with no pts
+ *          in it and len = 0.
+ *      (2) The goal is to get a reasonably short path between the
+ *          inner and outer borders, that goes entirely within the fg of
+ *          the pix.  This function is cheap-and-dirty, may fail for some
+ *          holes in complex topologies such as those you might find in a
+ *          moderately dark scanned halftone.  If it fails to find a
+ *          path to any particular hole, it gives a warning, and because
+ *          that hole path is not included, the hole will not be rendered.
+ *
+ */ +PTA * +getCutPathForHole(PIX *pix, + PTA *pta, + BOX *boxinner, + l_int32 *pdir, + l_int32 *plen) +{ +l_int32 w, h, nc, x, y, xl, yl, xmid, ymid; +l_uint32 val; +PTA *ptac; + + PROCNAME("getCutPathForHole"); + + if (!pix) + return (PTA *)ERROR_PTR("pix not defined", procName, NULL); + if (!pta) + return (PTA *)ERROR_PTR("pta not defined", procName, NULL); + if (!boxinner) + return (PTA *)ERROR_PTR("boxinner not defined", procName, NULL); + + w = pixGetWidth(pix); + h = pixGetHeight(pix); + + if ((ptac = ptaCreate(4)) == NULL) + return (PTA *)ERROR_PTR("ptac not made", procName, NULL); + xmid = boxinner->x + boxinner->w / 2; + ymid = boxinner->y + boxinner->h / 2; + + /* try top first */ + for (y = ymid; y >= 0; y--) { + pixGetPixel(pix, xmid, y, &val); + if (val == 1) { + ptaAddPt(ptac, xmid, y); + break; + } + } + for (y = y - 1; y >= 0; y--) { + pixGetPixel(pix, xmid, y, &val); + if (val == 1) + ptaAddPt(ptac, xmid, y); + else + break; + } + nc = ptaGetCount(ptac); + ptaGetIPt(ptac, nc - 1, &xl, &yl); + if (ptaContainsPt(pta, xl, yl)) { + *pdir = 1; + *plen = nc; + return ptac; + } + + /* Next try bottom */ + ptaEmpty(ptac); + for (y = ymid; y < h; y++) { + pixGetPixel(pix, xmid, y, &val); + if (val == 1) { + ptaAddPt(ptac, xmid, y); + break; + } + } + for (y = y + 1; y < h; y++) { + pixGetPixel(pix, xmid, y, &val); + if (val == 1) + ptaAddPt(ptac, xmid, y); + else + break; + } + nc = ptaGetCount(ptac); + ptaGetIPt(ptac, nc - 1, &xl, &yl); + if (ptaContainsPt(pta, xl, yl)) { + *pdir = 3; + *plen = nc; + return ptac; + } + + /* Next try left */ + ptaEmpty(ptac); + for (x = xmid; x >= 0; x--) { + pixGetPixel(pix, x, ymid, &val); + if (val == 1) { + ptaAddPt(ptac, x, ymid); + break; + } + } + for (x = x - 1; x >= 0; x--) { + pixGetPixel(pix, x, ymid, &val); + if (val == 1) + ptaAddPt(ptac, x, ymid); + else + break; + } + nc = ptaGetCount(ptac); + ptaGetIPt(ptac, nc - 1, &xl, &yl); + if (ptaContainsPt(pta, xl, yl)) { + *pdir = 0; + *plen = nc; + return ptac; + } + + /* Finally try right */ + ptaEmpty(ptac); + for (x = xmid; x < w; x++) { + pixGetPixel(pix, x, ymid, &val); + if (val == 1) { + ptaAddPt(ptac, x, ymid); + break; + } + } + for (x = x + 1; x < w; x++) { + pixGetPixel(pix, x, ymid, &val); + if (val == 1) + ptaAddPt(ptac, x, ymid); + else + break; + } + nc = ptaGetCount(ptac); + ptaGetIPt(ptac, nc - 1, &xl, &yl); + if (ptaContainsPt(pta, xl, yl)) { + *pdir = 2; + *plen = nc; + return ptac; + } + + /* If we get here, we've failed! */ + ptaEmpty(ptac); + L_WARNING("no path found\n", procName); + *plen = 0; + return ptac; +} + + + +/*---------------------------------------------------------------------* + * Border rendering * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaDisplayBorder() + * + * \param[in] ccba + * \return pix of border pixels, or NULL on error + * + * 
+ * Notes:
+ *      (1) Uses global ptaa, which gives each border pixel in
+ *          global coordinates, and must be computed in advance
+ *          by calling ccbaGenerateGlobalLocs().
+ *
+ */ +PIX * +ccbaDisplayBorder(CCBORDA *ccba) +{ +l_int32 ncc, nb, n, i, j, k, x, y; +CCBORD *ccb; +PIX *pixd; +PTAA *ptaa; +PTA *pta; + + PROCNAME("ccbaDisplayBorder"); + + if (!ccba) + return (PIX *)ERROR_PTR("ccba not defined", procName, NULL); + + if ((pixd = pixCreate(ccba->w, ccba->h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + ncc = ccbaGetCount(ccba); /* number of c.c. */ + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + if ((ptaa = ccb->global) == NULL) { + L_WARNING("global pixel loc array not found", procName); + continue; + } + nb = ptaaGetCount(ptaa); /* number of borders in the c.c. */ + for (j = 0; j < nb; j++) { + pta = ptaaGetPta(ptaa, j, L_CLONE); + n = ptaGetCount(pta); /* number of pixels in the border */ + for (k = 0; k < n; k++) { + ptaGetIPt(pta, k, &x, &y); + pixSetPixel(pixd, x, y, 1); + } + ptaDestroy(&pta); + } + ccbDestroy(&ccb); + } + + return pixd; +} + + +/*! + * \brief ccbaDisplaySPBorder() + * + * \param[in] ccba + * \return pix of border pixels, or NULL on error + * + * 
+ * Notes:
+ *      (1) Uses spglobal pta, which gives each border pixel in
+ *          global coordinates, one path per c.c., and must
+ *          be computed in advance by calling ccbaGenerateSPGlobalLocs().
+ *
+ */ +PIX * +ccbaDisplaySPBorder(CCBORDA *ccba) +{ +l_int32 ncc, npt, i, j, x, y; +CCBORD *ccb; +PIX *pixd; +PTA *ptag; + + PROCNAME("ccbaDisplaySPBorder"); + + if (!ccba) + return (PIX *)ERROR_PTR("ccba not defined", procName, NULL); + + if ((pixd = pixCreate(ccba->w, ccba->h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + ncc = ccbaGetCount(ccba); /* number of c.c. */ + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + if ((ptag = ccb->spglobal) == NULL) { + L_WARNING("spglobal pixel loc array not found\n", procName); + continue; + } + npt = ptaGetCount(ptag); /* number of pixels on path */ + for (j = 0; j < npt; j++) { + ptaGetIPt(ptag, j, &x, &y); + pixSetPixel(pixd, x, y, 1); + } + ccbDestroy(&ccb); /* clone ref */ + } + + return pixd; +} + + +/*! + * \brief ccbaDisplayImage1() + * + * \param[in] ccba + * \return pix of image, or NULL on error + * + * 
+ * Notes:
+ *      (1) Uses local ptaa, which gives each border pixel in
+ *          local coordinates, so the actual pixel positions must
+ *          be computed using all offsets.
+ *      (2) For the holes, use coordinates relative to the c.c.
+ *      (3) This is slower than Method 2.
+ *      (4) This uses topological properties (Method 1) to do scan
+ *          conversion to raster
+ *
+ *  This algorithm deserves some commentary.
+ *
+ *  I first tried the following:
+ *    ~ outer borders: 4-fill from outside, stopping at the
+ *         border, using pixFillClosedBorders()
+ *    ~ inner borders: 4-fill from outside, stopping again
+ *         at the border, XOR with the border, and invert
+ *         to get the hole.  This did not work, because if
+ *         you have a hole border that looks like:
+ *
+ *                x x x x x x
+ *                x          x
+ *                x   x x x   x
+ *                  x x o x   x
+ *                      x     x
+ *                      x     x
+ *                        x x x
+ *
+ *         if you 4-fill from the outside, the pixel 'o' will
+ *         not be filled!  XORing with the border leaves it OFF.
+ *         Inverting then gives a single bad ON pixel that is not
+ *         actually part of the hole.
+ *
+ *  So what you must do instead is 4-fill the holes from inside.
+ *  You can do this from a seedfill, using a pix with the hole
+ *  border as the filling mask.  But you need to start with a
+ *  pixel inside the hole.  How is this determined?  The best
+ *  way is from the contour.  We have a right-hand shoulder
+ *  rule for inside (i.e., the filled region).   Take the
+ *  first 2 pixels of the hole border, and compute dx and dy
+ *  (second coord minus first coord:  dx = sx - fx, dy = sy - fy).
+ *  There are 8 possibilities, depending on the values of dx and
+ *  dy (which can each be -1, 0, and +1, but not both 0).
+ *  These 8 cases can be broken into 4; see the simple algorithm below.
+ *  Once you have an interior seed pixel, you fill from the seed,
+ *  clipping with the hole border pix by filling into its invert.
+ *
+ *  You then successively XOR these interior filled components, in any order.
+ *
+ */ +PIX * +ccbaDisplayImage1(CCBORDA *ccba) +{ +l_int32 ncc, i, nb, n, j, k, x, y, xul, yul, xoff, yoff, w, h; +l_int32 fpx, fpy, spx, spy, xs, ys; +BOX *box; +BOXA *boxa; +CCBORD *ccb; +PIX *pixd, *pixt, *pixh; +PTAA *ptaa; +PTA *pta; + + PROCNAME("ccbaDisplayImage1"); + + if (!ccba) + return (PIX *)ERROR_PTR("ccba not defined", procName, NULL); + + if ((pixd = pixCreate(ccba->w, ccba->h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + ncc = ccbaGetCount(ccba); + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + if ((boxa = ccb->boxa) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("boxa not found", procName, NULL); + } + + /* Render border in pixt */ + if ((ptaa = ccb->local) == NULL) { + L_WARNING("local chain array not found\n", procName); + continue; + } + + nb = ptaaGetCount(ptaa); /* number of borders in the c.c. */ + for (j = 0; j < nb; j++) { + if ((box = boxaGetBox(boxa, j, L_CLONE)) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("b. box not found", procName, NULL); + } + if (j == 0) { + boxGetGeometry(box, &xul, &yul, &w, &h); + xoff = yoff = 0; + } else { + boxGetGeometry(box, &xoff, &yoff, &w, &h); + } + boxDestroy(&box); + + /* Render the border in a minimum-sized pix; + * subtract xoff and yoff because the pixel + * location is stored relative to the c.c., but + * we need it relative to just the hole border. */ + if ((pixt = pixCreate(w, h, 1)) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + pta = ptaaGetPta(ptaa, j, L_CLONE); + n = ptaGetCount(pta); /* number of pixels in the border */ + for (k = 0; k < n; k++) { + ptaGetIPt(pta, k, &x, &y); + pixSetPixel(pixt, x - xoff, y - yoff, 1); + if (j > 0) { /* need this for finding hole border pixel */ + if (k == 0) { + fpx = x - xoff; + fpy = y - yoff; + } + if (k == 1) { + spx = x - xoff; + spy = y - yoff; + } + } + } + ptaDestroy(&pta); + + /* Get the filled component */ + if (j == 0) { /* if outer border, fill from outer boundary */ + if ((pixh = pixFillClosedBorders(pixt, 4)) == NULL) { + pixDestroy(&pixd); + pixDestroy(&pixt); + return (PIX *)ERROR_PTR("pixh not made", procName, NULL); + } + } else { /* fill the hole from inside */ + /* get the location of a seed pixel in the hole */ + locateOutsideSeedPixel(fpx, fpy, spx, spy, &xs, &ys); + + /* Put seed in hole and fill interior of hole, + * using pixt as clipping mask */ + pixh = pixCreateTemplate(pixt); + pixSetPixel(pixh, xs, ys, 1); /* put seed pixel in hole */ + pixInvert(pixt, pixt); /* to make filling mask */ + pixSeedfillBinary(pixh, pixh, pixt, 4); /* 4-fill hole */ + } + + /* XOR into the dest */ + pixRasterop(pixd, xul + xoff, yul + yoff, w, h, PIX_XOR, + pixh, 0, 0); + pixDestroy(&pixt); + pixDestroy(&pixh); + } + ccbDestroy(&ccb); + } + return pixd; +} + + + +/*! + * \brief ccbaDisplayImage2() + * + * \param[in] ccba + * \return pix of image, or NULL on error + * + * 
+ * Notes:
+ *      (1) Uses local chain ptaa, which gives each border pixel in
+ *          local coordinates, so the actual pixel positions must
+ *          be computed using all offsets.
+ *      (2) Treats exterior and hole borders on equivalent
+ *          footing, and does all calculations on a pix
+ *          that spans the c.c. with a 1 pixel added boundary.
+ *      (3) This uses topological properties (Method 2) to do scan
+ *          conversion to raster
+ *      (4) The algorithm is described at the top of this file (Method 2).
+ *          It is preferred to Method 1 because it is between 1.2x and 2x
+ *          faster than Method 1.
+ *
+ */ +PIX * +ccbaDisplayImage2(CCBORDA *ccba) +{ +l_int32 ncc, nb, n, i, j, k, x, y, xul, yul, w, h; +l_int32 fpx, fpy, spx, spy, xs, ys; +BOXA *boxa; +CCBORD *ccb; +PIX *pixd, *pixc, *pixs; +PTAA *ptaa; +PTA *pta; + + PROCNAME("ccbaDisplayImage2"); + + if (!ccba) + return (PIX *)ERROR_PTR("ccba not defined", procName, NULL); + + if ((pixd = pixCreate(ccba->w, ccba->h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + ncc = ccbaGetCount(ccba); + for (i = 0; i < ncc; i++) { + /* Generate clipping mask from border pixels and seed image + * from one seed for each closed border. */ + ccb = ccbaGetCcb(ccba, i); + if ((boxa = ccb->boxa) == NULL) { + pixDestroy(&pixd); + ccbDestroy(&ccb); + return (PIX *)ERROR_PTR("boxa not found", procName, NULL); + } + if (boxaGetBoxGeometry(boxa, 0, &xul, &yul, &w, &h)) { + pixDestroy(&pixd); + ccbDestroy(&ccb); + return (PIX *)ERROR_PTR("b. box not found", procName, NULL); + } + pixc = pixCreate(w + 2, h + 2, 1); + pixs = pixCreateTemplate(pixc); + + if ((ptaa = ccb->local) == NULL) { + pixDestroy(&pixc); + pixDestroy(&pixs); + ccbDestroy(&ccb); + L_WARNING("local chain array not found\n", procName); + continue; + } + nb = ptaaGetCount(ptaa); /* number of borders in the c.c. */ + for (j = 0; j < nb; j++) { + pta = ptaaGetPta(ptaa, j, L_CLONE); + n = ptaGetCount(pta); /* number of pixels in the border */ + + /* Render border pixels in pixc */ + for (k = 0; k < n; k++) { + ptaGetIPt(pta, k, &x, &y); + pixSetPixel(pixc, x + 1, y + 1, 1); + if (k == 0) { + fpx = x + 1; + fpy = y + 1; + } else if (k == 1) { + spx = x + 1; + spy = y + 1; + } + } + + /* Get and set seed pixel for this border in pixs */ + if (n > 1) + locateOutsideSeedPixel(fpx, fpy, spx, spy, &xs, &ys); + else /* isolated c.c. */ + xs = ys = 0; + pixSetPixel(pixs, xs, ys, 1); + ptaDestroy(&pta); + } + + /* Fill from seeds in pixs, using pixc as the clipping mask, + * to reconstruct the c.c. */ + pixInvert(pixc, pixc); /* to convert clipping -> filling mask */ + pixSeedfillBinary(pixs, pixs, pixc, 4); /* 4-fill */ + pixInvert(pixs, pixs); /* to make the c.c. */ + + /* XOR into the dest */ + pixRasterop(pixd, xul, yul, w, h, PIX_XOR, pixs, 1, 1); + + pixDestroy(&pixc); + pixDestroy(&pixs); + ccbDestroy(&ccb); /* ref-counted */ + } + return pixd; +} + + + +/*---------------------------------------------------------------------* + * Serialize for I/O * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaWrite() + * + * \param[in] filename + * \param[in] ccba + * \return 0 if OK, 1 on error + */ +l_ok +ccbaWrite(const char *filename, + CCBORDA *ccba) +{ +FILE *fp; + + PROCNAME("ccbaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb+")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + if (ccbaWriteStream(fp, ccba)) { + fclose(fp); + return ERROR_INT("ccba not written to stream", procName, 1); + } + + fclose(fp); + return 0; +} + + + +/*! + * \brief ccbaWriteStream() + * + * \param[in] fp file stream + * \param[in] ccba + * \return 0 if OK; 1 on error + * + * Format: + * \code + * ccba: %7d cc\n num. c.c.) (ascii) (18B + * pix width 4B + * pix height 4B + * [for i = 1, ncc] + * ulx 4B + * uly 4B + * w 4B -- not req'd for reconstruction + * h 4B -- not req'd for reconstruction + * number of borders 4B + * [for j = 1, nb] + * startx 4B + * starty 4B + * [for k = 1, nb] + * 2 steps 1B + * end in z8 or 88 1B + * \endcode + */ +l_ok +ccbaWriteStream(FILE *fp, + CCBORDA *ccba) +{ +char strbuf[256]; +l_uint8 bval; +l_uint8 *datain, *dataout; +l_int32 i, j, k, bx, by, bw, bh, val, startx, starty; +l_int32 ncc, nb, n; +l_uint32 w, h; +size_t inbytes, outbytes; +L_BBUFFER *bbuf; +CCBORD *ccb; +NUMA *na; +NUMAA *naa; +PTA *pta; + + PROCNAME("ccbaWriteStream"); + +#if !HAVE_LIBZ /* defined in environ.h */ + return ERROR_INT("no libz: can't write data", procName, 1); +#else + + if (!fp) + return ERROR_INT("stream not open", procName, 1); + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + if ((bbuf = bbufferCreate(NULL, 1000)) == NULL) + return ERROR_INT("bbuf not made", procName, 1); + + ncc = ccbaGetCount(ccba); + snprintf(strbuf, sizeof(strbuf), "ccba: %7d cc\n", ncc); + bbufferRead(bbuf, (l_uint8 *)strbuf, 18); + w = pixGetWidth(ccba->pix); + h = pixGetHeight(ccba->pix); + bbufferRead(bbuf, (l_uint8 *)&w, 4); /* width */ + bbufferRead(bbuf, (l_uint8 *)&h, 4); /* height */ + for (i = 0; i < ncc; i++) { + ccb = ccbaGetCcb(ccba, i); + if (boxaGetBoxGeometry(ccb->boxa, 0, &bx, &by, &bw, &bh)) { + bbufferDestroy(&bbuf); + return ERROR_INT("bounding box not found", procName, 1); + } + bbufferRead(bbuf, (l_uint8 *)&bx, 4); /* ulx of c.c. */ + bbufferRead(bbuf, (l_uint8 *)&by, 4); /* uly of c.c. */ + bbufferRead(bbuf, (l_uint8 *)&bw, 4); /* w of c.c. */ + bbufferRead(bbuf, (l_uint8 *)&bh, 4); /* h of c.c. */ + if ((naa = ccb->step) == NULL) { + ccbaGenerateStepChains(ccba); + naa = ccb->step; + } + nb = numaaGetCount(naa); + bbufferRead(bbuf, (l_uint8 *)&nb, 4); /* number of borders in c.c. */ + pta = ccb->start; + for (j = 0; j < nb; j++) { + ptaGetIPt(pta, j, &startx, &starty); + bbufferRead(bbuf, (l_uint8 *)&startx, 4); /* starting x in border */ + bbufferRead(bbuf, (l_uint8 *)&starty, 4); /* starting y in border */ + na = numaaGetNuma(naa, j, L_CLONE); + n = numaGetCount(na); + for (k = 0; k < n; k++) { + numaGetIValue(na, k, &val); + if (k % 2 == 0) + bval = (l_uint8)val << 4; + else + bval |= (l_uint8)val; + if (k % 2 == 1) + bbufferRead(bbuf, (l_uint8 *)&bval, 1); /* 2 border steps */ + } + if (n % 2 == 1) { + bval |= 0x8; + bbufferRead(bbuf, (l_uint8 *)&bval, 1); /* end with 0xz8, */ + /* where z = {0..7} */ + } else { /* n % 2 == 0 */ + bval = 0x88; + bbufferRead(bbuf, (l_uint8 *)&bval, 1); /* end with 0x88 */ + } + numaDestroy(&na); + } + ccbDestroy(&ccb); + } + + datain = bbufferDestroyAndSaveData(&bbuf, &inbytes); + dataout = zlibCompress(datain, inbytes, &outbytes); + fwrite(dataout, 1, outbytes, fp); + + LEPT_FREE(datain); + LEPT_FREE(dataout); + return 0; + +#endif /* !HAVE_LIBZ */ +} + + +/*! + * \brief ccbaRead() + * + * \param[in] filename + * \return ccba, or NULL on error + */ +CCBORDA * +ccbaRead(const char *filename) +{ +FILE *fp; +CCBORDA *ccba; + + PROCNAME("ccbaRead"); + + if (!filename) + return (CCBORDA *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (CCBORDA *)ERROR_PTR("stream not opened", procName, NULL); + ccba = ccbaReadStream(fp); + fclose(fp); + + if (!ccba) + return (CCBORDA *)ERROR_PTR("ccba not returned", procName, NULL); + return ccba; +} + + +/*! + * \brief ccbaReadStream() + * + * \param[in] fp file stream + * \return ccba, or NULL on error + * + * \code + * Format: ccba: %7d cc\n num. c.c.) (ascii) (17B + * pix width 4B + * pix height 4B + * [for i = 1, ncc] + * ulx 4B + * uly 4B + * w 4B -- not req'd for reconstruction + * h 4B -- not req'd for reconstruction + * number of borders 4B + * [for j = 1, nb] + * startx 4B + * starty 4B + * [for k = 1, nb] + * 2 steps 1B + * end in z8 or 88 1B + * \endcode + */ +CCBORDA * +ccbaReadStream(FILE *fp) +{ +char strbuf[256]; +l_uint8 bval; +l_uint8 *datain, *dataout; +l_int32 i, j, startx, starty; +l_int32 offset, nib1, nib2; +l_int32 ncc, nb; +l_uint32 width, height, w, h, xoff, yoff; +size_t inbytes, outbytes; +BOX *box; +CCBORD *ccb; +CCBORDA *ccba; +NUMA *na; +NUMAA *step; + + PROCNAME("ccbaReadStream"); + +#if !HAVE_LIBZ /* defined in environ.h */ + return (CCBORDA *)ERROR_PTR("no libz: can't read data", procName, NULL); +#else + + if (!fp) + return (CCBORDA *)ERROR_PTR("stream not open", procName, NULL); + + if ((datain = l_binaryReadStream(fp, &inbytes)) == NULL) + return (CCBORDA *)ERROR_PTR("data not read from file", procName, NULL); + dataout = zlibUncompress(datain, inbytes, &outbytes); + LEPT_FREE(datain); + if (!dataout) + return (CCBORDA *)ERROR_PTR("dataout not made", procName, NULL); + + offset = 18; + memcpy(strbuf, dataout, offset); + strbuf[17] = '\0'; + if (memcmp(strbuf, "ccba:", 5) != 0) { + LEPT_FREE(dataout); + return (CCBORDA *)ERROR_PTR("file not type ccba", procName, NULL); + } + sscanf(strbuf, "ccba: %7d cc\n", &ncc); +/* fprintf(stderr, "ncc = %d\n", ncc); */ + if ((ccba = ccbaCreate(NULL, ncc)) == NULL) { + LEPT_FREE(dataout); + return (CCBORDA *)ERROR_PTR("ccba not made", procName, NULL); + } + + memcpy(&width, dataout + offset, 4); + offset += 4; + memcpy(&height, dataout + offset, 4); + offset += 4; + ccba->w = width; + ccba->h = height; +/* fprintf(stderr, "width = %d, height = %d\n", width, height); */ + + for (i = 0; i < ncc; i++) { /* should be ncc */ + ccb = ccbCreate(NULL); + ccbaAddCcb(ccba, ccb); + + memcpy(&xoff, dataout + offset, 4); + offset += 4; + memcpy(&yoff, dataout + offset, 4); + offset += 4; + memcpy(&w, dataout + offset, 4); + offset += 4; + memcpy(&h, dataout + offset, 4); + offset += 4; + box = boxCreate(xoff, yoff, w, h); + boxaAddBox(ccb->boxa, box, L_INSERT); +/* fprintf(stderr, "xoff = %d, yoff = %d, w = %d, h = %d\n", + xoff, yoff, w, h); */ + + memcpy(&nb, dataout + offset, 4); + offset += 4; +/* fprintf(stderr, "num borders = %d\n", nb); */ + step = numaaCreate(nb); + ccb->step = step; + + for (j = 0; j < nb; j++) { /* should be nb */ + memcpy(&startx, dataout + offset, 4); + offset += 4; + memcpy(&starty, dataout + offset, 4); + offset += 4; + ptaAddPt(ccb->start, startx, starty); +/* fprintf(stderr, "startx = %d, starty = %d\n", startx, starty); */ + na = numaCreate(0); + numaaAddNuma(step, na, L_INSERT); + + while(1) { + bval = *(dataout + offset); + offset++; + nib1 = (bval >> 4); + nib2 = bval & 0xf; + if (nib1 != 8) + numaAddNumber(na, nib1); + else + break; + if (nib2 != 8) + numaAddNumber(na, nib2); + else + break; + } + } + } + LEPT_FREE(dataout); + return ccba; + +#endif /* !HAVE_LIBZ */ +} + + +/*---------------------------------------------------------------------* + * SVG Output * + *---------------------------------------------------------------------*/ +/*! + * \brief ccbaWriteSVG() + * + * \param[in] filename + * \param[in] ccba + * \return 0 if OK, 1 on error + */ +l_ok +ccbaWriteSVG(const char *filename, + CCBORDA *ccba) +{ +char *svgstr; + + PROCNAME("ccbaWriteSVG"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!ccba) + return ERROR_INT("ccba not defined", procName, 1); + + if ((svgstr = ccbaWriteSVGString(filename, ccba)) == NULL) + return ERROR_INT("svgstr not made", procName, 1); + + l_binaryWrite(filename, "w", svgstr, strlen(svgstr)); + LEPT_FREE(svgstr); + + return 0; +} + + +/*! + * \brief ccbaWriteSVGString() + * + * \param[in] filename + * \param[in] ccba + * \return string in svg-formatted, that can be written to file, + * or NULL on error. + */ +char * +ccbaWriteSVGString(const char *filename, + CCBORDA *ccba) +{ +char *svgstr; +char smallbuf[256]; +char line0[] = ""; +char line1[] = ""; +char line2[] = ""; +char line3[] = ""; +char line5[] = ""; +char space[] = " "; +l_int32 i, j, ncc, npt, x, y; +CCBORD *ccb; +PTA *pta; +SARRAY *sa; + + PROCNAME("ccbaWriteSVGString"); + + if (!filename) + return (char *)ERROR_PTR("filename not defined", procName, NULL); + if (!ccba) + return (char *)ERROR_PTR("ccba not defined", procName, NULL); + + sa = sarrayCreate(0); + sarrayAddString(sa, line0, L_COPY); + sarrayAddString(sa, line1, L_COPY); + sarrayAddString(sa, line2, L_COPY); + ncc = ccbaGetCount(ccba); + for (i = 0; i < ncc; i++) { + if ((ccb = ccbaGetCcb(ccba, i)) == NULL) { + sarrayDestroy(&sa); + return (char *)ERROR_PTR("ccb not found", procName, NULL); + } + if ((pta = ccb->spglobal) == NULL) { + sarrayDestroy(&sa); + ccbDestroy(&ccb); + return (char *)ERROR_PTR("spglobal not made", procName, NULL); + } + sarrayAddString(sa, line3, L_COPY); + npt = ptaGetCount(pta); + for (j = 0; j < npt; j++) { + ptaGetIPt(pta, j, &x, &y); + snprintf(smallbuf, sizeof(smallbuf), "%0d,%0d", x, y); + sarrayAddString(sa, smallbuf, L_COPY); + } + sarrayAddString(sa, line4, L_COPY); + ccbDestroy(&ccb); + } + sarrayAddString(sa, line5, L_COPY); + sarrayAddString(sa, space, L_COPY); + + svgstr = sarrayToString(sa, 1); +/* fprintf(stderr, "%s", svgstr); */ + + sarrayDestroy(&sa); + return svgstr; +} diff --git a/3rdparty/hgOCR/leptonica/ccbord.h b/3rdparty/hgOCR/leptonica/ccbord.h new file mode 100644 index 00000000..cccef6eb --- /dev/null +++ b/3rdparty/hgOCR/leptonica/ccbord.h @@ -0,0 +1,121 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_CCBORD_H +#define LEPTONICA_CCBORD_H + +/*! + * \file ccbord.h + * + * 
+ *           CCBord:   represents a single connected component
+ *           CCBorda:  an array of CCBord
+ *
+ */ + + /*! Use in ccbaStepChainsToPixCoords() */ +/*! CCB Coords */ +enum { + CCB_LOCAL_COORDS = 1, + CCB_GLOBAL_COORDS = 2 +}; + + /*! Use in ccbaGenerateSPGlobalLocs() */ +/*! CCB Points */ +enum { + CCB_SAVE_ALL_PTS = 1, + CCB_SAVE_TURNING_PTS = 2 +}; + + + /*! + * 
+     * CCBord contains:
+     *
+     *    (1) a minimally-clipped bitmap of the component (pix),
+     *    (2) a boxa consisting of:
+     *          for the primary component:
+     *                (xul, yul) pixel location in global coords
+     *                (w, h) of the bitmap
+     *          for the hole components:
+     *                (x, y) in relative coordinates in primary component
+     *                (w, h) of the hole border (which is 2 pixels
+     *                       larger in each direction than the hole itself)
+     *    (3) a pta ('start') of the initial border pixel location for each
+     *        closed curve, all in relative coordinates of the primary
+     *        component.  This is given for the primary component,
+     *        followed by the hole components, if any.
+     *    (4) a refcount of the ccbord; used internally when a ccbord
+     *        is accessed from a ccborda (array of ccbord)
+     *    (5) a ptaa for the chain code for the border in relative
+     *        coordinates, where the first pta is the exterior border
+     *        and all other pta are for interior borders (holes)
+     *    (6) a ptaa for the global pixel loc rendition of the border,
+     *        where the first pta is the exterior border and all other
+     *        pta are for interior borders (holes).
+     *        This is derived from the local or step chain code.
+     *    (7) a numaa for the chain code for the border as orientation
+     *        directions between successive border pixels, where
+     *        the first numa is the exterior border and all other
+     *        numa are for interior borders (holes).  This is derived
+     *        from the local chain code.  The 8 directions are 0 - 7.
+     *    (8) a pta for a single chain for each c.c., comprised of outer
+     *        and hole borders, plus cut paths between them, all in
+     *        local coords.
+     *    (9) a pta for a single chain for each c.c., comprised of outer
+     *        and hole borders, plus cut paths between them, all in
+     *        global coords.
+     *
+ */ +struct CCBord +{ + struct Pix *pix; /*!< component bitmap (min size) */ + struct Boxa *boxa; /*!< regions of each closed curve */ + struct Pta *start; /*!< initial border pixel locations */ + l_int32 refcount; /*!< number of handles; start at 1 */ + struct Ptaa *local; /*!< ptaa of chain pixels (local) */ + struct Ptaa *global; /*!< ptaa of chain pixels (global) */ + struct Numaa *step; /*!< numaa of chain code (step dir) */ + struct Pta *splocal; /*!< pta of single chain (local) */ + struct Pta *spglobal; /*!< pta of single chain (global) */ +}; +typedef struct CCBord CCBORD; + +/*! Array of CCBord */ +struct CCBorda +{ + struct Pix *pix; /*!< input pix (may be null) */ + l_int32 w; /*!< width of pix */ + l_int32 h; /*!< height of pix */ + l_int32 n; /*!< number of ccbord in ptr array */ + l_int32 nalloc; /*!< number of ccbord ptrs allocated */ + struct CCBord **ccb; /*!< ccb ptr array */ +}; +typedef struct CCBorda CCBORDA; + + +#endif /* LEPTONICA_CCBORD_H */ + diff --git a/3rdparty/hgOCR/leptonica/ccthin.c b/3rdparty/hgOCR/leptonica/ccthin.c new file mode 100644 index 00000000..f6220345 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/ccthin.c @@ -0,0 +1,472 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file ccthin.c + * 
+ *
+ *     PIXA   *pixaThinConnected()
+ *     PIX    *pixThinConnected()
+ *     PIX    *pixThinConnectedBySet()
+ *     SELA   *selaMakeThinSets()
+ *
+ */ + +#include "allheaders.h" + + /* ------------------------------------------------------------ + * The sels used here (and their rotated counterparts) are the + * useful 3x3 Sels for thinning. They are defined in sel2.c, + * and the sets are constructed in selaMakeThinSets(). + * The notation is based on "Connectivity-preserving morphological + * image transformations", a version of which can be found at + * http://www.leptonica.com/papers/conn.pdf + * ------------------------------------------------------------ */ + +/*----------------------------------------------------------------* + * CC-preserving thinning * + *----------------------------------------------------------------*/ +/*! + * \brief pixaThinConnected() + * + * \param[in] pixas of 1 bpp pix + * \param[in] type L_THIN_FG, L_THIN_BG + * \param[in] connectivity 4 or 8 + * \param[in] maxiters max number of iters allowed; + * use 0 to iterate until completion + * \return pixds, or NULL on error + * + * 
+ * Notes:
+ *      (1) See notes in pixThinConnected().
+ *
+ */ +PIXA * +pixaThinConnected(PIXA *pixas, + l_int32 type, + l_int32 connectivity, + l_int32 maxiters) +{ +l_int32 i, n, d, same; +PIX *pix1, *pix2; +PIXA *pixad; +SELA *sela; + + PROCNAME("pixaThinConnected"); + + if (!pixas) + return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL); + if (type != L_THIN_FG && type != L_THIN_BG) + return (PIXA *)ERROR_PTR("invalid fg/bg type", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (PIXA *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + if (maxiters == 0) maxiters = 10000; + + pixaVerifyDepth(pixas, &same, &d); + if (d != 1) + return (PIXA *)ERROR_PTR("pix are not all 1 bpp", procName, NULL); + + if (connectivity == 4) + sela = selaMakeThinSets(1, 0); + else /* connectivity == 8 */ + sela = selaMakeThinSets(5, 0); + + n = pixaGetCount(pixas); + pixad = pixaCreate(n); + for (i = 0; i < n; i++) { + pix1 = pixaGetPix(pixas, i, L_CLONE); + pix2 = pixThinConnectedBySet(pix1, type, sela, maxiters); + pixaAddPix(pixad, pix2, L_INSERT); + pixDestroy(&pix1); + } + + selaDestroy(&sela); + return pixad; +} + + +/*! + * \brief pixThinConnected() + * + * \param[in] pixs 1 bpp + * \param[in] type L_THIN_FG, L_THIN_BG + * \param[in] connectivity 4 or 8 + * \param[in] maxiters max number of iters allowed; + * use 0 to iterate until completion + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) See "Connectivity-preserving morphological image transformations,"
+ *          Dan S. Bloomberg, in SPIE Visual Communications and Image
+ *          Processing, Conference 1606, pp. 320-334, November 1991,
+ *          Boston, MA.   A web version is available at
+ *              http://www.leptonica.com/papers/conn.pdf
+ *      (2) This is a simple interface for two of the best iterative
+ *          morphological thinning algorithms, for 4-c.c and 8-c.c.
+ *          Each iteration uses a mixture of parallel operations
+ *          (using several different 3x3 Sels) and serial operations.
+ *          Specifically, each thinning iteration consists of
+ *          four sequential thinnings from each of four directions.
+ *          Each of these thinnings is a parallel composite
+ *          operation, where the union of a set of HMTs are set
+ *          subtracted from the input.  For 4-cc thinning, we
+ *          use 3 HMTs in parallel, and for 8-cc thinning we use 4 HMTs.
+ *      (3) A "good" thinning algorithm is one that generates a skeleton
+ *          that is near the medial axis and has neither pruned
+ *          real branches nor left extra dendritic branches.
+ *      (4) Duality between operations on fg and bg require switching
+ *          the connectivity.  To thin the foreground, which is the usual
+ *          situation, use type == L_THIN_FG.  Thickening the foreground
+ *          is equivalent to thinning the background (type == L_THIN_BG),
+ *          where the alternate connectivity gets preserved.
+ *          For example, to thicken the fg with 2 rounds of iterations
+ *          using 4-c.c., thin the bg using Sels that preserve 8-connectivity:
+ *             Pix *pix = pixThinConnected(pixs, L_THIN_BG, 8, 2);
+ *      (5) This makes and destroys the sela set each time. It's not a large
+ *          overhead, but if you are calling this thousands of times on
+ *          very small images, you can avoid the overhead; e.g.
+ *             Sela *sela = selaMakeThinSets(1, 0);  // for 4-c.c.
+ *             Pix *pix = pixThinConnectedBySet(pixs, L_THIN_FG, sela, 0);
+ *          using set 1 for 4-c.c. and set 5 for 8-c.c operations.
+ *
+ */ +PIX * +pixThinConnected(PIX *pixs, + l_int32 type, + l_int32 connectivity, + l_int32 maxiters) +{ +PIX *pixd; +SELA *sela; + + PROCNAME("pixThinConnected"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + if (type != L_THIN_FG && type != L_THIN_BG) + return (PIX *)ERROR_PTR("invalid fg/bg type", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + if (maxiters == 0) maxiters = 10000; + + if (connectivity == 4) + sela = selaMakeThinSets(1, 0); + else /* connectivity == 8 */ + sela = selaMakeThinSets(5, 0); + + pixd = pixThinConnectedBySet(pixs, type, sela, maxiters); + + selaDestroy(&sela); + return pixd; +} + + +/*! + * \brief pixThinConnectedBySet() + * + * \param[in] pixs 1 bpp + * \param[in] type L_THIN_FG, L_THIN_BG + * \param[in] sela of Sels for parallel composite HMTs + * \param[in] maxiters max number of iters allowed; + * use 0 to iterate until completion + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) See notes in pixThinConnected().
+ *      (2) This takes a sela representing one of 11 sets of HMT Sels.
+ *          The HMTs from this set are run in parallel and the result
+ *          is OR'd before being subtracted from the source.  For each
+ *          iteration, this "parallel" thin is performed four times
+ *          sequentially, for sels rotated by 90 degrees in all four
+ *          directions.
+ *      (3) The "parallel" and "sequential" nomenclature is standard
+ *          in digital filtering.  Here, "parallel" operations work on the
+ *          same source (pixd), and accumulate the results in a temp
+ *          image before actually applying them to the source (in this
+ *          case, using an in-place subtraction).  "Sequential" operations
+ *          operate directly on the source (pixd) to produce the result
+ *          (in this case, with four sequential thinning operations, one
+ *          from each of four directions).
+ *
+ */ +PIX * +pixThinConnectedBySet(PIX *pixs, + l_int32 type, + SELA *sela, + l_int32 maxiters) +{ +l_int32 i, j, r, nsels, same; +PIXA *pixahmt; +PIX **pixhmt; /* array owned by pixahmt; do not destroy! */ +PIX *pix1, *pix2, *pixd; +SEL *sel, *selr; + + PROCNAME("pixThinConnectedBySet"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + if (type != L_THIN_FG && type != L_THIN_BG) + return (PIX *)ERROR_PTR("invalid fg/bg type", procName, NULL); + if (!sela) + return (PIX *)ERROR_PTR("sela not defined", procName, NULL); + if (maxiters == 0) maxiters = 10000; + + /* Set up array of temp pix to hold hmts */ + nsels = selaGetCount(sela); + pixahmt = pixaCreate(nsels); + for (i = 0; i < nsels; i++) { + pix1 = pixCreateTemplate(pixs); + pixaAddPix(pixahmt, pix1, L_INSERT); + } + pixhmt = pixaGetPixArray(pixahmt); + if (!pixhmt) { + pixaDestroy(&pixahmt); + return (PIX *)ERROR_PTR("pixhmt array not made", procName, NULL); + } + + /* Set up initial image for fg thinning */ + if (type == L_THIN_FG) + pixd = pixCopy(NULL, pixs); + else /* bg thinning */ + pixd = pixInvert(NULL, pixs); + + /* Thin the fg, with up to maxiters iterations */ + for (i = 0; i < maxiters; i++) { + pix1 = pixCopy(NULL, pixd); /* test for completion */ + for (r = 0; r < 4; r++) { /* over 90 degree rotations of Sels */ + for (j = 0; j < nsels; j++) { /* over individual sels in sela */ + sel = selaGetSel(sela, j); /* not a copy */ + selr = selRotateOrth(sel, r); + pixHMT(pixhmt[j], pixd, selr); + selDestroy(&selr); + if (j > 0) + pixOr(pixhmt[0], pixhmt[0], pixhmt[j]); /* accum result */ + } + pixSubtract(pixd, pixd, pixhmt[0]); /* remove result */ + } + pixEqual(pixd, pix1, &same); + pixDestroy(&pix1); + if (same) { +/* L_INFO("%d iterations to completion\n", procName, i); */ + break; + } + } + + /* This is a bit tricky. If we're thickening the foreground, then + * we get a fg border of thickness equal to the number of + * iterations. This border is connected to all components that + * were initially touching the border, but as it grows, it does + * not touch other growing components -- it leaves a 1 pixel wide + * background between it and the growing components, and that + * thin background prevents the components from growing further. + * This border can be entirely removed as follows: + * (1) Subtract the original (unthickened) image pixs from the + * thickened image. This removes the pixels that were originally + * touching the border. + * (2) Get all remaining pixels that are connected to the border. + * (3) Remove those pixels from the thickened image. */ + if (type == L_THIN_BG) { + pixInvert(pixd, pixd); /* finish with duality */ + pix1 = pixSubtract(NULL, pixd, pixs); + pix2 = pixExtractBorderConnComps(pix1, 4); + pixSubtract(pixd, pixd, pix2); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + pixaDestroy(&pixahmt); + return pixd; +} + + +/*! + * \brief selaMakeThinSets() + * + * \param[in] index into specific sets + * \param[in] debug 1 to output display of sela + * \return sela, or NULL on error + * + * 
+ * Notes:
+ *      (1) These are specific sets of HMTs to be used in parallel for
+ *          for thinning from each of four directions.
+ *      (2) The sets are indexed as follows:
+ *          For thinning (e.g., run to completion):
+ *              index = 1     sel_4_1, sel_4_2, sel_4_3
+ *              index = 2     sel_4_1, sel_4_5, sel_4_6
+ *              index = 3     sel_4_1, sel_4_7, sel_4_7_rot
+ *              index = 4     sel_48_1, sel_48_1_rot, sel_48_2
+ *              index = 5     sel_8_2, sel_8_3, sel_8_5, sel_8_6
+ *              index = 6     sel_8_2, sel_8_3, sel_48_2
+ *              index = 7     sel_8_1, sel_8_5, sel_8_6
+ *              index = 8     sel_8_2, sel_8_3, sel_8_8, sel_8_9
+ *              index = 9     sel_8_5, sel_8_6, sel_8_7, sel_8_7_rot
+ *          For thickening (e.g., just a few iterations):
+ *              index = 10    sel_4_2, sel_4_3
+ *              index = 11    sel_8_4
+ *      (3) For a very smooth skeleton, use set 1 for 4 connected and
+ *          set 5 for 8 connected thins.
+ *
+ */ +SELA * +selaMakeThinSets(l_int32 index, + l_int32 debug) +{ +SEL *sel; +SELA *sela1, *sela2, *sela3; + + PROCNAME("selaMakeThinSets"); + + if (index < 1 || index > 11) + return (SELA *)ERROR_PTR("invalid index", procName, NULL); + + sela2 = selaCreate(4); + switch(index) + { + case 1: + sela1 = sela4ccThin(NULL); + selaFindSelByName(sela1, "sel_4_1", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_4_2", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_4_3", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + case 2: + sela1 = sela4ccThin(NULL); + selaFindSelByName(sela1, "sel_4_1", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_4_5", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_4_6", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + case 3: + sela1 = sela4ccThin(NULL); + selaFindSelByName(sela1, "sel_4_1", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_4_7", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + sel = selRotateOrth(sel, 1); + selaAddSel(sela2, sel, "sel_4_7_rot", L_INSERT); + break; + case 4: + sela1 = sela4and8ccThin(NULL); + selaFindSelByName(sela1, "sel_48_1", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + sel = selRotateOrth(sel, 1); + selaAddSel(sela2, sel, "sel_48_1_rot", L_INSERT); + selaFindSelByName(sela1, "sel_48_2", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + case 5: + sela1 = sela8ccThin(NULL); + selaFindSelByName(sela1, "sel_8_2", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_3", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_5", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_6", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + case 6: + sela1 = sela8ccThin(NULL); + sela3 = sela4and8ccThin(NULL); + selaFindSelByName(sela1, "sel_8_2", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_3", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela3, "sel_48_2", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaDestroy(&sela3); + break; + case 7: + sela1 = sela8ccThin(NULL); + selaFindSelByName(sela1, "sel_8_1", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_5", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_6", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + case 8: + sela1 = sela8ccThin(NULL); + selaFindSelByName(sela1, "sel_8_2", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_3", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_8", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_9", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + case 9: + sela1 = sela8ccThin(NULL); + selaFindSelByName(sela1, "sel_8_5", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_6", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_8_7", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + sel = selRotateOrth(sel, 1); + selaAddSel(sela2, sel, "sel_8_7_rot", L_INSERT); + break; + case 10: /* thicken for this one; use just a few iterations */ + sela1 = sela4ccThin(NULL); + selaFindSelByName(sela1, "sel_4_2", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + selaFindSelByName(sela1, "sel_4_3", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + case 11: /* thicken for this one; use just a few iterations */ + sela1 = sela8ccThin(NULL); + selaFindSelByName(sela1, "sel_8_4", NULL, &sel); + selaAddSel(sela2, sel, NULL, L_COPY); + break; + } + + /* Optionally display the sel set */ + if (debug) { + PIX *pix1; + char buf[32]; + lept_mkdir("/lept/sels"); + pix1 = selaDisplayInPix(sela2, 35, 3, 15, 4); + snprintf(buf, sizeof(buf), "/tmp/lept/sels/set%d.png", index); + pixWrite(buf, pix1, IFF_PNG); + pixDisplay(pix1, 100, 100); + pixDestroy(&pix1); + } + + selaDestroy(&sela1); + return sela2; +} diff --git a/3rdparty/hgOCR/leptonica/classapp.c b/3rdparty/hgOCR/leptonica/classapp.c new file mode 100644 index 00000000..be17961a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/classapp.c @@ -0,0 +1,1048 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file classapp.c + * 
+ *
+ *      Top-level jb2 correlation and rank-hausdorff
+ *         l_int32         jbCorrelation()
+ *         l_int32         jbRankHaus()
+ *
+ *      Extract and classify words in textline order
+ *         JBCLASSER      *jbWordsInTextlines()
+ *         l_int32         pixGetWordsInTextlines()
+ *         l_int32         pixGetWordBoxesInTextlines()
+ *
+ *      Extract word and character bounding boxes
+ *         l_int32         pixFindWordAndCharacterBoxes()
+ *
+ *      Use word bounding boxes to compare page images
+ *         NUMAA          *boxaExtractSortedPattern()
+ *         l_int32         numaaCompareImagesByBoxes()
+ *         static l_int32  testLineAlignmentX()
+ *         static l_int32  countAlignedMatches()
+ *         static void     printRowIndices()
+ *
+ */ + +#include +#include "allheaders.h" + +//static const l_int32 L_BUF_SIZE = 512; /*!< size of filename buffer */ +#define L_BUF_SIZE 512 +static const l_int32 JB_WORDS_MIN_WIDTH = 5; /*!< min. word width in pixels */ +static const l_int32 JB_WORDS_MIN_HEIGHT = 3; /*!< min. word height in pixels */ + + /* Static comparison functions */ +static l_int32 testLineAlignmentX(NUMA *na1, NUMA *na2, l_int32 shiftx, + l_int32 delx, l_int32 nperline); +static l_int32 countAlignedMatches(NUMA *nai1, NUMA *nai2, NUMA *nasx, + NUMA *nasy, l_int32 n1, l_int32 n2, + l_int32 delx, l_int32 dely, + l_int32 nreq, l_int32 *psame, + l_int32 debugflag); +static void printRowIndices(l_int32 *index1, l_int32 n1, + l_int32 *index2, l_int32 n2); + + +/*------------------------------------------------------------------* + * Top-level jb2 correlation and rank-hausdorff * + *------------------------------------------------------------------*/ +/*! + * \brief jbCorrelation() + * + * \param[in] dirin directory of input images + * \param[in] thresh typically ~0.8 + * \param[in] weight typically ~0.6 + * \param[in] components JB_CONN_COMPS, JB_CHARACTERS, JB_WORDS + * \param[in] rootname for output files + * \param[in] firstpage 0-based + * \param[in] npages use 0 for all pages in dirin + * \param[in] renderflag 1 to render from templates; 0 to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The images must be 1 bpp.  If they are not, you can convert
+ *          them using convertFilesTo1bpp().
+ *      (2) See prog/jbcorrelation for generating more output (e.g.,
+ *          for debugging)
+ *
+ */ +l_ok +jbCorrelation(const char *dirin, + l_float32 thresh, + l_float32 weight, + l_int32 components, + const char *rootname, + l_int32 firstpage, + l_int32 npages, + l_int32 renderflag) +{ +char filename[L_BUF_SIZE]; +l_int32 nfiles, i, numpages; +JBDATA *data; +JBCLASSER *classer; +PIX *pix; +PIXA *pixa; +SARRAY *safiles; + + PROCNAME("jbCorrelation"); + + if (!dirin) + return ERROR_INT("dirin not defined", procName, 1); + if (!rootname) + return ERROR_INT("rootname not defined", procName, 1); + if (components != JB_CONN_COMPS && components != JB_CHARACTERS && + components != JB_WORDS) + return ERROR_INT("components invalid", procName, 1); + + safiles = getSortedPathnamesInDirectory(dirin, NULL, firstpage, npages); + nfiles = sarrayGetCount(safiles); + + /* Classify components */ + classer = jbCorrelationInit(components, 0, 0, thresh, weight); + jbAddPages(classer, safiles); + + /* Save data */ + data = jbDataSave(classer); + jbDataWrite(rootname, data); + + /* Optionally, render pages using class templates */ + if (renderflag) { + pixa = jbDataRender(data, FALSE); + numpages = pixaGetCount(pixa); + if (numpages != nfiles) + fprintf(stderr, "numpages = %d, nfiles = %d, not equal!\n", + numpages, nfiles); + for (i = 0; i < numpages; i++) { + pix = pixaGetPix(pixa, i, L_CLONE); + snprintf(filename, L_BUF_SIZE, "%s.%04d", rootname, i); + fprintf(stderr, "filename: %s\n", filename); + pixWrite(filename, pix, IFF_PNG); + pixDestroy(&pix); + } + pixaDestroy(&pixa); + } + + sarrayDestroy(&safiles); + jbClasserDestroy(&classer); + jbDataDestroy(&data); + return 0; +} + + +/*! + * \brief jbRankHaus() + * + * \param[in] dirin directory of input images + * \param[in] size of Sel used for dilation; typ. 2 + * \param[in] rank rank value of match; typ. 0.97 + * \param[in] components JB_CONN_COMPS, JB_CHARACTERS, JB_WORDS + * \param[in] rootname for output files + * \param[in] firstpage 0-based + * \param[in] npages use 0 for all pages in dirin + * \param[in] renderflag 1 to render from templates; 0 to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See prog/jbrankhaus for generating more output (e.g.,
+ *          for debugging)
+ *
+ */ +l_ok +jbRankHaus(const char *dirin, + l_int32 size, + l_float32 rank, + l_int32 components, + const char *rootname, + l_int32 firstpage, + l_int32 npages, + l_int32 renderflag) +{ +char filename[L_BUF_SIZE]; +l_int32 nfiles, i, numpages; +JBDATA *data; +JBCLASSER *classer; +PIX *pix; +PIXA *pixa; +SARRAY *safiles; + + PROCNAME("jbRankHaus"); + + if (!dirin) + return ERROR_INT("dirin not defined", procName, 1); + if (!rootname) + return ERROR_INT("rootname not defined", procName, 1); + if (components != JB_CONN_COMPS && components != JB_CHARACTERS && + components != JB_WORDS) + return ERROR_INT("components invalid", procName, 1); + + safiles = getSortedPathnamesInDirectory(dirin, NULL, firstpage, npages); + nfiles = sarrayGetCount(safiles); + + /* Classify components */ + classer = jbRankHausInit(components, 0, 0, size, rank); + jbAddPages(classer, safiles); + + /* Save data */ + data = jbDataSave(classer); + jbDataWrite(rootname, data); + + /* Optionally, render pages using class templates */ + if (renderflag) { + pixa = jbDataRender(data, FALSE); + numpages = pixaGetCount(pixa); + if (numpages != nfiles) + fprintf(stderr, "numpages = %d, nfiles = %d, not equal!\n", + numpages, nfiles); + for (i = 0; i < numpages; i++) { + pix = pixaGetPix(pixa, i, L_CLONE); + snprintf(filename, L_BUF_SIZE, "%s.%04d", rootname, i); + fprintf(stderr, "filename: %s\n", filename); + pixWrite(filename, pix, IFF_PNG); + pixDestroy(&pix); + } + pixaDestroy(&pixa); + } + + sarrayDestroy(&safiles); + jbClasserDestroy(&classer); + jbDataDestroy(&data); + return 0; +} + + + +/*------------------------------------------------------------------* + * Extract and classify words in textline order * + *------------------------------------------------------------------*/ +/*! + * \brief jbWordsInTextlines() + * + * \param[in] dirin directory of input pages + * \param[in] reduction 1 for full res; 2 for half-res + * \param[in] maxwidth of word mask components, to be kept + * \param[in] maxheight of word mask components, to be kept + * \param[in] thresh on correlation; 0.80 is reasonable + * \param[in] weight for handling thick text; 0.6 is reasonable + * \param[out] pnatl numa with textline index for each component + * \param[in] firstpage 0-based + * \param[in] npages use 0 for all pages in dirin + * \return classer for the set of pages + * + * 
+ * Notes:
+ *      (1) This is a high-level function.  See prog/jbwords for example
+ *          of usage.
+ *      (2) Typically, use input of 75 - 150 ppi for finding words.
+ *
+ */ +JBCLASSER * +jbWordsInTextlines(const char *dirin, + l_int32 reduction, + l_int32 maxwidth, + l_int32 maxheight, + l_float32 thresh, + l_float32 weight, + NUMA **pnatl, + l_int32 firstpage, + l_int32 npages) +{ +char *fname; +l_int32 nfiles, i, w, h; +BOXA *boxa; +JBCLASSER *classer; +NUMA *nai, *natl; +PIX *pix1, *pix2; +PIXA *pixa; +SARRAY *safiles; + + PROCNAME("jbWordsInTextlines"); + + if (!pnatl) + return (JBCLASSER *)ERROR_PTR("&natl not defined", procName, NULL); + *pnatl = NULL; + if (!dirin) + return (JBCLASSER *)ERROR_PTR("dirin not defined", procName, NULL); + if (reduction != 1 && reduction != 2) + return (JBCLASSER *)ERROR_PTR("reduction not in {1,2}", procName, NULL); + + safiles = getSortedPathnamesInDirectory(dirin, NULL, firstpage, npages); + nfiles = sarrayGetCount(safiles); + + /* Classify components */ + classer = jbCorrelationInit(JB_WORDS, maxwidth, maxheight, thresh, weight); + classer->safiles = sarrayCopy(safiles); + natl = numaCreate(0); + *pnatl = natl; + for (i = 0; i < nfiles; i++) { + fname = sarrayGetString(safiles, i, L_NOCOPY); + if ((pix1 = pixRead(fname)) == NULL) { + L_WARNING("image file %d not read\n", procName, i); + continue; + } + if (reduction == 1) + pix2 = pixClone(pix1); + else /* reduction == 2 */ + pix2 = pixReduceRankBinaryCascade(pix1, 1, 0, 0, 0); + pixGetWordsInTextlines(pix2, JB_WORDS_MIN_WIDTH, + JB_WORDS_MIN_HEIGHT, maxwidth, maxheight, + &boxa, &pixa, &nai); + pixGetDimensions(pix2, &w, &h, NULL); + classer->w = w; + classer->h = h; + jbAddPageComponents(classer, pix2, boxa, pixa); + numaJoin(natl, nai, 0, -1); + pixDestroy(&pix1); + pixDestroy(&pix2); + numaDestroy(&nai); + boxaDestroy(&boxa); + pixaDestroy(&pixa); + } + + sarrayDestroy(&safiles); + return classer; +} + + +/*! + * \brief pixGetWordsInTextlines() + * + * \param[in] pixs 1 bpp, typ. 75 - 150 ppi + * \param[in] minwidth of saved components; smaller are discarded + * \param[in] minheight of saved components; smaller are discarded + * \param[in] maxwidth of saved components; larger are discarded + * \param[in] maxheight of saved components; larger are discarded + * \param[out] pboxad word boxes sorted in textline line order + * \param[out] ppixad word images sorted in textline line order + * \param[out] pnai index of textline for each word + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The input should be at a resolution of between 75 and 150 ppi.
+ *      (2) The four size constraints on saved components are all
+ *          scaled by %reduction.
+ *      (3) The result are word images (and their b.b.), extracted in
+ *          textline order, at either full res or 2x reduction,
+ *          and with a numa giving the textline index for each word.
+ *      (4) The pixa and boxa interfaces should make this type of
+ *          application simple to put together.  The steps are:
+ *           ~ generate first estimate of word masks
+ *           ~ get b.b. of these, and remove the small and big ones
+ *           ~ extract pixa of the word images, using the b.b.
+ *           ~ sort actual word images in textline order (2d)
+ *           ~ flatten them to a pixa (1d), saving the textline index
+ *             for each pix
+ *      (5) In an actual application, it may be desirable to pre-filter
+ *          the input image to remove large components, to extract
+ *          single columns of text, and to deskew them.  For example,
+ *          to remove both large components and small noisy components
+ *          that can interfere with the statistics used to estimate
+ *          parameters for segmenting by words, but still retain text lines,
+ *          the following image preprocessing can be done:
+ *                Pix *pixt = pixMorphSequence(pixs, "c40.1", 0);
+ *                Pix *pixf = pixSelectBySize(pixt, 0, 60, 8,
+ *                                     L_SELECT_HEIGHT, L_SELECT_IF_LT, NULL);
+ *                pixAnd(pixf, pixf, pixs);  // the filtered image
+ *          The closing turns text lines into long blobs, but does not
+ *          significantly increase their height.  But if there are many
+ *          small connected components in a dense texture, this is likely
+ *          to generate tall components that will be eliminated in pixf.
+ *
+ */ +l_ok +pixGetWordsInTextlines(PIX *pixs, + l_int32 minwidth, + l_int32 minheight, + l_int32 maxwidth, + l_int32 maxheight, + BOXA **pboxad, + PIXA **ppixad, + NUMA **pnai) +{ +BOXA *boxa1, *boxad; +BOXAA *baa; +NUMA *nai; +NUMAA *naa; +PIXA *pixa1, *pixad; +PIXAA *paa; + + PROCNAME("pixGetWordsInTextlines"); + + if (!pboxad || !ppixad || !pnai) + return ERROR_INT("&boxad, &pixad, &nai not all defined", procName, 1); + *pboxad = NULL; + *ppixad = NULL; + *pnai = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + /* Get the bounding boxes of the words from the word mask. */ + pixWordBoxesByDilation(pixs, minwidth, minheight, maxwidth, maxheight, + &boxa1, NULL, NULL); + + /* Generate a pixa of the word images */ + pixa1 = pixaCreateFromBoxa(pixs, boxa1, 0, 0, NULL); + + /* Sort the bounding boxes of these words by line. We use the + * index mapping to allow identical sorting of the pixa. */ + baa = boxaSort2d(boxa1, &naa, -1, -1, 4); + paa = pixaSort2dByIndex(pixa1, naa, L_CLONE); + + /* Flatten the word paa */ + pixad = pixaaFlattenToPixa(paa, &nai, L_CLONE); + boxad = pixaGetBoxa(pixad, L_COPY); + + *pnai = nai; + *pboxad = boxad; + *ppixad = pixad; + + pixaDestroy(&pixa1); + boxaDestroy(&boxa1); + boxaaDestroy(&baa); + pixaaDestroy(&paa); + numaaDestroy(&naa); + return 0; +} + + +/*! + * \brief pixGetWordBoxesInTextlines() + * + * \param[in] pixs 1 bpp, typ. 75 - 150 ppi + * \param[in] minwidth of saved components; smaller are discarded + * \param[in] minheight of saved components; smaller are discarded + * \param[in] maxwidth of saved components; larger are discarded + * \param[in] maxheight of saved components; larger are discarded + * \param[out] pboxad word boxes sorted in textline line order + * \param[out] pnai [optional] index of textline for each word + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The input should be at a resolution of between 75 and 150 ppi.
+ *      (2) This is a special version of pixGetWordsInTextlines(), that
+ *          just finds the word boxes in line order, with a numa
+ *          giving the textline index for each word.
+ *          See pixGetWordsInTextlines() for more details.
+ *
+ */ +l_ok +pixGetWordBoxesInTextlines(PIX *pixs, + l_int32 minwidth, + l_int32 minheight, + l_int32 maxwidth, + l_int32 maxheight, + BOXA **pboxad, + NUMA **pnai) +{ +BOXA *boxa1; +BOXAA *baa; +NUMA *nai; + + PROCNAME("pixGetWordBoxesInTextlines"); + + if (pnai) *pnai = NULL; + if (!pboxad) + return ERROR_INT("&boxad and &nai not both defined", procName, 1); + *pboxad = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + /* Get the bounding boxes of the words from the word mask. */ + pixWordBoxesByDilation(pixs, minwidth, minheight, maxwidth, maxheight, + &boxa1, NULL, NULL); + + /* 2D sort the bounding boxes of these words. */ + baa = boxaSort2d(boxa1, NULL, 3, -5, 5); + + /* Flatten the boxaa, saving the boxa index for each box */ + *pboxad = boxaaFlattenToBoxa(baa, &nai, L_CLONE); + + if (pnai) + *pnai = nai; + else + numaDestroy(&nai); + boxaDestroy(&boxa1); + boxaaDestroy(&baa); + return 0; +} + + +/*------------------------------------------------------------------* + * Extract word and character bounding boxes * + *------------------------------------------------------------------*/ +/*! + * \brief pixFindWordAndCharacterBoxes() + * + * \param[in] pixs 2, 4, 8 or 32 bpp; colormap OK; typ. 300 ppi + * \param[in] boxs [optional] region to select in pixs + * \param[in] thresh binarization threshold (typ. 100 - 150) + * \param[out] pboxaw return the word boxes + * \param[out] pboxaac return the character boxes + * \param[in] debugdir [optional] for debug images; use NULL to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If %boxs == NULL, the entire input image is used.
+ *      (2) Having an input pix that is not 1bpp is necessary to reduce
+ *          touching characters by using a low binarization threshold.
+ *          Suggested thresholds are between 100 and 150.
+ *      (3) The coordinates in the output boxes are global, with respect
+ *          to the input image.
+ *
+ */ +l_ok +pixFindWordAndCharacterBoxes(PIX *pixs, + BOX *boxs, + l_int32 thresh, + BOXA **pboxaw, + BOXAA **pboxaac, + const char *debugdir) +{ +char *debugfile, *subdir; +l_int32 i, xs, ys, xb, yb, nb, loc; +l_float32 scalefact; +BOX *box1, *box2; +BOXA *boxa1, *boxa1a, *boxa2, *boxa3, *boxa4, *boxa5, *boxaw; +BOXAA *boxaac; +PIX *pix1, *pix2, *pix3, *pix3a, *pix4, *pix5; + + PROCNAME("pixFindWordAndCharacterBoxes"); + + if (pboxaw) *pboxaw = NULL; + if (pboxaac) *pboxaac = NULL; + if (!pboxaw || !pboxaac) + return ERROR_INT("&boxaw and &boxaac not defined", procName, 1); + if (!pixs || pixGetDepth(pixs) == 1) + return ERROR_INT("pixs not defined or 1 bpp", procName, 1); + if (thresh > 150) + L_WARNING("threshold is %d; may be too high\n", procName, thresh); + + if (boxs) { + if ((pix1 = pixClipRectangle(pixs, boxs, NULL)) == NULL) + return ERROR_INT("pix1 not made", procName, 1); + boxGetGeometry(boxs, &xs, &ys, NULL, NULL); + } else { + pix1 = pixClone(pixs); + xs = ys = 0; + } + + /* Convert pix1 to 8 bpp gray if necessary */ + pix2 = pixConvertTo8(pix1, FALSE); + + /* To find the words and letters, work with 1 bpp images and use + * a low threshold to reduce the number of touching characters. */ + pix3 = pixConvertTo1(pix2, thresh); + + /* Work at about 120 ppi to find the word bounding boxes. */ + pix3a = pixScaleToResolution(pix3, 120.0, 300.0, &scalefact); + + /* First find the words, removing the very small things like + * dots over the 'i' that weren't included in word boxes. */ + pixGetWordBoxesInTextlines(pix3a, 1, 4, 150, 40, &boxa1a, NULL); + boxa1 = boxaTransform(boxa1a, 0, 0, 1.0 / scalefact, 1.0 / scalefact); + if (debugdir) { + loc = 0; + subdir = stringReplaceSubstr(debugdir, "/tmp/", "", &loc, NULL); + lept_mkdir(subdir); + LEPT_FREE(subdir); + pix4 = pixConvertTo32(pix2); + pixRenderBoxaArb(pix4, boxa1, 2, 255, 0, 0); + debugfile = stringJoin(debugdir, "/words.png"); + pixWrite(debugfile, pix4, IFF_PNG); + pixDestroy(&pix4); + LEPT_FREE(debugfile); + } + + /* Now find the letters at 300 ppi */ + nb = boxaGetCount(boxa1); + boxaw = boxaCreate(nb); + boxaac = boxaaCreate(nb); + *pboxaw = boxaw; + *pboxaac = boxaac; + for (i = 0; i < nb; i++) { + box1 = boxaGetBox(boxa1, i, L_COPY); + boxGetGeometry(box1, &xb, &yb, NULL, NULL); + pix4 = pixClipRectangle(pix3, box1, NULL); + /* Join detached parts of characters vertically */ + pix5 = pixMorphSequence(pix4, "c1.10", 0); + /* The connected components should mostly be characters */ + boxa2 = pixConnCompBB(pix5, 4); + /* Remove very small pieces */ + boxa3 = boxaSelectBySize(boxa2, 2, 5, L_SELECT_IF_BOTH, + L_SELECT_IF_GTE, NULL); + /* Order left to right */ + boxa4 = boxaSort(boxa3, L_SORT_BY_X, L_SORT_INCREASING, NULL); + /* Express locations with reference to the full input image */ + boxa5 = boxaTransform(boxa4, xs + xb, ys + yb, 1.0, 1.0); + box2 = boxTransform(box1, xs, ys, 1.0, 1.0); + + /* Ignore any boxa with no boxes after size filtering */ + if (boxaGetCount(boxa5) > 0) { + boxaAddBox(boxaw, box2, L_INSERT); + boxaaAddBoxa(boxaac, boxa5, L_INSERT); + } else { + boxDestroy(&box2); + boxaDestroy(&boxa5); + } + boxDestroy(&box1); + pixDestroy(&pix4); + pixDestroy(&pix5); + boxaDestroy(&boxa2); + boxaDestroy(&boxa3); + boxaDestroy(&boxa4); + } + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + pixDestroy(&pix3a); + boxaDestroy(&boxa1); + boxaDestroy(&boxa1a); + if (debugdir) { + pix4 = pixConvertTo32(pixs); + boxa2 = boxaaFlattenToBoxa(boxaac, NULL, L_COPY); + pixRenderBoxaArb(pix4, boxa2, 2, 255, 0, 0); + boxa3 = boxaAdjustSides(boxaw, -2, 2, -2, 2); + pixRenderBoxaArb(pix4, boxa3, 2, 0, 255, 0); + debugfile = stringJoin(debugdir, "/chars.png"); + pixWrite(debugfile, pix4, IFF_PNG); + pixDestroy(&pix4); + boxaDestroy(&boxa2); + boxaDestroy(&boxa3); + LEPT_FREE(debugfile); + } + return 0; +} + + +/*------------------------------------------------------------------* + * Use word bounding boxes to compare page images * + *------------------------------------------------------------------*/ +/*! + * \brief boxaExtractSortedPattern() + * + * \param[in] boxa typ. of word bounding boxes, in textline order + * \param[in] na index of textline for each box in boxa + * \return naa NUMAA, where each numa represents one textline, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) The input is expected to come from pixGetWordBoxesInTextlines().
+ *      (2) Each numa in the output consists of an average y coordinate
+ *          of the first box in the textline, followed by pairs of
+ *          x coordinates representing the left and right edges of each
+ *          of the boxes in the textline.
+ *
+ */ +NUMAA * +boxaExtractSortedPattern(BOXA *boxa, + NUMA *na) +{ +l_int32 index, nbox, row, prevrow, x, y, w, h; +BOX *box; +NUMA *nad; +NUMAA *naa; + + PROCNAME("boxaExtractSortedPattern"); + + if (!boxa) + return (NUMAA *)ERROR_PTR("boxa not defined", procName, NULL); + if (!na) + return (NUMAA *)ERROR_PTR("na not defined", procName, NULL); + + naa = numaaCreate(0); + nbox = boxaGetCount(boxa); + if (nbox == 0) + return naa; + + prevrow = -1; + for (index = 0; index < nbox; index++) { + box = boxaGetBox(boxa, index, L_CLONE); + numaGetIValue(na, index, &row); + if (row > prevrow) { + if (index > 0) + numaaAddNuma(naa, nad, L_INSERT); + nad = numaCreate(0); + prevrow = row; + boxGetGeometry(box, NULL, &y, NULL, &h); + numaAddNumber(nad, y + h / 2); + } + boxGetGeometry(box, &x, NULL, &w, NULL); + numaAddNumber(nad, x); + numaAddNumber(nad, x + w - 1); + boxDestroy(&box); + } + numaaAddNuma(naa, nad, L_INSERT); + + return naa; +} + + +/*! + * \brief numaaCompareImagesByBoxes() + * + * \param[in] naa1 for image 1, formatted by boxaExtractSortedPattern() + * \param[in] naa2 for image 2, formatted by boxaExtractSortedPattern() + * \param[in] nperline number of box regions to be used in each textline + * \param[in] nreq number of complete row matches required + * \param[in] maxshiftx max allowed x shift between two patterns, in pixels + * \param[in] maxshifty max allowed y shift between two patterns, in pixels + * \param[in] delx max allowed difference in x data, after alignment + * \param[in] dely max allowed difference in y data, after alignment + * \param[out] psame 1 if %nreq row matches are found; 0 otherwise + * \param[in] debugflag 1 for debug output + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Each input numaa describes a set of sorted bounding boxes
+ *          (sorted by textline and, within each textline, from
+ *          left to right) in the images from which they are derived.
+ *          See boxaExtractSortedPattern() for a description of the data
+ *          format in each of the input numaa.
+ *      (2) This function does an alignment between the input
+ *          descriptions of bounding boxes for two images. The
+ *          input parameter %nperline specifies the number of boxes
+ *          to consider in each line when testing for a match, and
+ *          %nreq is the required number of lines that must be well-aligned
+ *          to get a match.
+ *      (3) Testing by alignment has 3 steps:
+ *          (a) Generating the location of word bounding boxes from the
+ *              images (prior to calling this function).
+ *          (b) Listing all possible pairs of aligned rows, based on
+ *              tolerances in horizontal and vertical positions of
+ *              the boxes.  Specifically, all pairs of rows are enumerated
+ *              whose first %nperline boxes can be brought into close
+ *              alignment, based on the delx parameter for boxes in the
+ *              line and within the overall the %maxshiftx and %maxshifty
+ *              constraints.
+ *          (c) Each pair, starting with the first, is used to search
+ *              for a set of %nreq - 1 other pairs that can all be aligned
+ *              with a difference in global translation of not more
+ *              than (%delx, %dely).
+ *
+ */ +l_ok +numaaCompareImagesByBoxes(NUMAA *naa1, + NUMAA *naa2, + l_int32 nperline, + l_int32 nreq, + l_int32 maxshiftx, + l_int32 maxshifty, + l_int32 delx, + l_int32 dely, + l_int32 *psame, + l_int32 debugflag) +{ +l_int32 n1, n2, i, j, nbox, y1, y2, xl1, xl2; +l_int32 shiftx, shifty, match; +l_int32 *line1, *line2; /* indicator for sufficient boxes in a line */ +l_int32 *yloc1, *yloc2; /* arrays of y value for first box in a line */ +l_int32 *xleft1, *xleft2; /* arrays of x value for left side of first box */ +NUMA *na1, *na2, *nai1, *nai2, *nasx, *nasy; + + PROCNAME("numaaCompareImagesByBoxes"); + + if (!psame) + return ERROR_INT("&same not defined", procName, 1); + *psame = 0; + if (!naa1) + return ERROR_INT("naa1 not defined", procName, 1); + if (!naa2) + return ERROR_INT("naa2 not defined", procName, 1); + if (nperline < 1) + return ERROR_INT("nperline < 1", procName, 1); + if (nreq < 1) + return ERROR_INT("nreq < 1", procName, 1); + + n1 = numaaGetCount(naa1); + n2 = numaaGetCount(naa2); + if (n1 < nreq || n2 < nreq) + return 0; + + /* Find the lines in naa1 and naa2 with sufficient boxes. + * Also, find the y-values for each of the lines, and the + * LH x-values of the first box in each line. */ + line1 = (l_int32 *)LEPT_CALLOC(n1, sizeof(l_int32)); + line2 = (l_int32 *)LEPT_CALLOC(n2, sizeof(l_int32)); + yloc1 = (l_int32 *)LEPT_CALLOC(n1, sizeof(l_int32)); + yloc2 = (l_int32 *)LEPT_CALLOC(n2, sizeof(l_int32)); + xleft1 = (l_int32 *)LEPT_CALLOC(n1, sizeof(l_int32)); + xleft2 = (l_int32 *)LEPT_CALLOC(n2, sizeof(l_int32)); + if (!line1 || !line2 || !yloc1 || !yloc2 || !xleft1 || !xleft2) + return ERROR_INT("callof failure for an array", procName, 1); + for (i = 0; i < n1; i++) { + na1 = numaaGetNuma(naa1, i, L_CLONE); + numaGetIValue(na1, 0, yloc1 + i); + numaGetIValue(na1, 1, xleft1 + i); + nbox = (numaGetCount(na1) - 1) / 2; + if (nbox >= nperline) + line1[i] = 1; + numaDestroy(&na1); + } + for (i = 0; i < n2; i++) { + na2 = numaaGetNuma(naa2, i, L_CLONE); + numaGetIValue(na2, 0, yloc2 + i); + numaGetIValue(na2, 1, xleft2 + i); + nbox = (numaGetCount(na2) - 1) / 2; + if (nbox >= nperline) + line2[i] = 1; + numaDestroy(&na2); + } + + /* Enumerate all possible line matches. A 'possible' line + * match is one where the x and y shifts for the first box + * in each line are within the maxshiftx and maxshifty + * constraints, and the left and right sides of the remaining + * (nperline - 1) successive boxes are within delx of each other. + * The result is a set of four numas giving parameters of + * each set of matching lines. */ + nai1 = numaCreate(0); /* line index 1 of match */ + nai2 = numaCreate(0); /* line index 2 of match */ + nasx = numaCreate(0); /* shiftx for match */ + nasy = numaCreate(0); /* shifty for match */ + for (i = 0; i < n1; i++) { + if (line1[i] == 0) continue; + y1 = yloc1[i]; + xl1 = xleft1[i]; + na1 = numaaGetNuma(naa1, i, L_CLONE); + for (j = 0; j < n2; j++) { + if (line2[j] == 0) continue; + y2 = yloc2[j]; + if (L_ABS(y1 - y2) > maxshifty) continue; + xl2 = xleft2[j]; + if (L_ABS(xl1 - xl2) > maxshiftx) continue; + shiftx = xl1 - xl2; /* shift to add to x2 values */ + shifty = y1 - y2; /* shift to add to y2 values */ + na2 = numaaGetNuma(naa2, j, L_CLONE); + + /* Now check if 'nperline' boxes in the two lines match */ + match = testLineAlignmentX(na1, na2, shiftx, delx, nperline); + if (match) { + numaAddNumber(nai1, i); + numaAddNumber(nai2, j); + numaAddNumber(nasx, shiftx); + numaAddNumber(nasy, shifty); + } + numaDestroy(&na2); + } + numaDestroy(&na1); + } + + /* Determine if there are a sufficient number of mutually + * aligned matches. Mutually aligned matches place an additional + * constraint on the 'possible' matches, where the relative + * shifts must not exceed the (delx, dely) distances. */ + countAlignedMatches(nai1, nai2, nasx, nasy, n1, n2, delx, dely, + nreq, psame, debugflag); + + LEPT_FREE(line1); + LEPT_FREE(line2); + LEPT_FREE(yloc1); + LEPT_FREE(yloc2); + LEPT_FREE(xleft1); + LEPT_FREE(xleft2); + numaDestroy(&nai1); + numaDestroy(&nai2); + numaDestroy(&nasx); + numaDestroy(&nasy); + return 0; +} + + +static l_int32 +testLineAlignmentX(NUMA *na1, + NUMA *na2, + l_int32 shiftx, + l_int32 delx, + l_int32 nperline) +{ +l_int32 i, xl1, xr1, xl2, xr2, diffl, diffr; + + PROCNAME("testLineAlignmentX"); + + if (!na1) + return ERROR_INT("na1 not defined", procName, 1); + if (!na2) + return ERROR_INT("na2 not defined", procName, 1); + + for (i = 0; i < nperline; i++) { + numaGetIValue(na1, i + 1, &xl1); + numaGetIValue(na1, i + 2, &xr1); + numaGetIValue(na2, i + 1, &xl2); + numaGetIValue(na2, i + 2, &xr2); + diffl = L_ABS(xl1 - xl2 - shiftx); + diffr = L_ABS(xr1 - xr2 - shiftx); + if (diffl > delx || diffr > delx) + return 0; + } + + return 1; +} + + +/* + * \brief countAlignedMatches() + * + * \param[in] nai1, nai2 numas of row pairs for matches + * \param[in] nasx, nasy numas of x and y shifts for the matches + * \param[in] n1, n2 number of rows in images 1 and 2 + * \param[in] delx, dely allowed difference in shifts of the match, + * compared to the reference match + * \param[in] nre1 number of required aligned matches + * \param[out] psame return 1 if %nreq row matches are found; + * 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This takes 4 input arrays giving parameters of all the
+ *          line matches.  It looks for the maximum set of aligned
+ *          matches (matches with approximately the same overall shifts)
+ *          that do not use rows from either image more than once.
+ *
+ */ +static l_ok +countAlignedMatches(NUMA *nai1, + NUMA *nai2, + NUMA *nasx, + NUMA *nasy, + l_int32 n1, + l_int32 n2, + l_int32 delx, + l_int32 dely, + l_int32 nreq, + l_int32 *psame, + l_int32 debugflag) +{ +l_int32 i, j, nm, shiftx, shifty, nmatch, diffx, diffy; +l_int32 *ia1, *ia2, *iasx, *iasy, *index1, *index2; + + PROCNAME("countAlignedMatches"); + + if (!nai1 || !nai2 || !nasx || !nasy) + return ERROR_INT("4 input numas not defined", procName, 1); + if (!psame) + return ERROR_INT("&same not defined", procName, 1); + *psame = 0; + + /* Check for sufficient aligned matches, doing a double iteration + * over the set of raw matches. The row index arrays + * are used to verify that the same rows in either image + * are not used in more than one match. Whenever there + * is a match that is properly aligned, those rows are + * marked in the index arrays. */ + nm = numaGetCount(nai1); /* number of matches */ + if (nm < nreq) + return 0; + + ia1 = numaGetIArray(nai1); + ia2 = numaGetIArray(nai2); + iasx = numaGetIArray(nasx); + iasy = numaGetIArray(nasy); + index1 = (l_int32 *)LEPT_CALLOC(n1, sizeof(l_int32)); /* watch rows */ + index2 = (l_int32 *)LEPT_CALLOC(n2, sizeof(l_int32)); + if (!index1 || !index2) + return ERROR_INT("calloc fail for array", procName, 1); + for (i = 0; i < nm; i++) { + if (*psame == 1) + break; + + /* Reset row index arrays */ + memset(index1, 0, 4 * n1); + memset(index2, 0, 4 * n2); + nmatch = 1; + index1[ia1[i]] = nmatch; /* mark these rows as taken */ + index2[ia2[i]] = nmatch; + shiftx = iasx[i]; /* reference shift between two rows */ + shifty = iasy[i]; /* ditto */ + if (nreq == 1) { + *psame = 1; + break; + } + for (j = 0; j < nm; j++) { + if (j == i) continue; + /* Rows must both be different from any previously seen */ + if (index1[ia1[j]] > 0 || index2[ia2[j]] > 0) continue; + /* Check the shift for this match */ + diffx = L_ABS(shiftx - iasx[j]); + diffy = L_ABS(shifty - iasy[j]); + if (diffx > delx || diffy > dely) continue; + /* We have a match */ + nmatch++; + index1[ia1[j]] = nmatch; /* mark the rows */ + index2[ia2[j]] = nmatch; + if (nmatch >= nreq) { + *psame = 1; + if (debugflag) + printRowIndices(index1, n1, index2, n2); + break; + } + } + } + + LEPT_FREE(ia1); + LEPT_FREE(ia2); + LEPT_FREE(iasx); + LEPT_FREE(iasy); + LEPT_FREE(index1); + LEPT_FREE(index2); + return 0; +} + + +static void +printRowIndices(l_int32 *index1, + l_int32 n1, + l_int32 *index2, + l_int32 n2) +{ +l_int32 i; + + fprintf(stderr, "Index1: "); + for (i = 0; i < n1; i++) { + if (i && (i % 20 == 0)) + fprintf(stderr, "\n "); + fprintf(stderr, "%3d", index1[i]); + } + fprintf(stderr, "\n"); + + fprintf(stderr, "Index2: "); + for (i = 0; i < n2; i++) { + if (i && (i % 20 == 0)) + fprintf(stderr, "\n "); + fprintf(stderr, "%3d", index2[i]); + } + fprintf(stderr, "\n"); + return; +} diff --git a/3rdparty/hgOCR/leptonica/colorcontent.c b/3rdparty/hgOCR/leptonica/colorcontent.c new file mode 100644 index 00000000..cbd7f0a2 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/colorcontent.c @@ -0,0 +1,1891 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file colorcontent.c + * 
+ *
+ *      Builds an image of the color content, on a per-pixel basis,
+ *      as a measure of the amount of divergence of each color
+ *      component (R,G,B) from gray.
+ *         l_int32    pixColorContent()
+ *
+ *      Finds the 'amount' of color in an image, on a per-pixel basis,
+ *      as a measure of the difference of the pixel color from gray.
+ *         PIX       *pixColorMagnitude()
+ *
+ *      Generates a mask over pixels that have sufficient color and
+ *      are not too close to gray pixels.
+ *         PIX       *pixMaskOverColorPixels()
+ *
+ *      Generates a mask over pixels that have little color and
+ *      are not too bright.
+ *         PIX       *pixMaskOverGrayPixels()
+ *
+ *      Generates mask over pixels within a prescribed cube in RGB space
+ *         PIX       *pixMaskOverColorRange()
+ *
+ *      Finds the fraction of pixels with "color" that are not close to black
+ *         l_int32    pixColorFraction()
+ *
+ *      Determine if there are significant color regions that are
+ *      not background in a page image
+ *         l_int32    pixFindColorRegions()
+ *
+ *      Finds the number of perceptually significant gray intensities
+ *      in a grayscale image.
+ *         l_int32    pixNumSignificantGrayColors()
+ *
+ *      Identifies images where color quantization will cause posterization
+ *      due to the existence of many colors in low-gradient regions.
+ *         l_int32    pixColorsForQuantization()
+ *
+ *      Finds the number of unique colors in an image
+ *         l_int32    pixNumColors()
+ *
+ *      Find the most "populated" colors in the image (and quantize)
+ *         l_int32    pixGetMostPopulatedColors()
+ *         PIX       *pixSimpleColorQuantize()
+ *
+ *      Constructs a color histogram based on rgb indices
+ *         NUMA      *pixGetRGBHistogram()
+ *         l_int32    makeRGBIndexTables()
+ *         l_int32    getRGBFromIndex()
+ *
+ *      Identify images that have highlight (red) color
+ *         l_int32    pixHasHighlightRed()
+ *
+ *  Color is tricky.  If we consider gray (r = g = b) to have no color
+ *  content, how should we define the color content in each component
+ *  of an arbitrary pixel, as well as the overall color magnitude?
+ *
+ *  I can think of three ways to define the color content in each component:
+ *
+ *  (1) Linear.  For each component, take the difference from the average
+ *      of all three.
+ *  (2) Linear.  For each component, take the difference from the average
+ *      of the other two.
+ *  (3) Nonlinear.  For each component, take the minimum of the differences
+ *      from the other two.
+ *
+ *  How might one choose from among these?  Consider two different situations:
+ *  (a) r = g = 0, b = 255            {255}   /255/
+ *  (b) r = 0, g = 127, b = 255       {191}   /128/
+ *  How much g is in each of these?  The three methods above give:
+ *  (a)  1: 85   2: 127   3: 0        [85]
+ *  (b)  1: 0    2: 0     3: 127      [0]
+ *  How much b is in each of these?
+ *  (a)  1: 170  2: 255   3: 255      [255]
+ *  (b)  1: 127  2: 191   3: 127      [191]
+ *  The number I'd "like" to give is in [].  (Please don't ask why, it's
+ *  just a feeling.
+ *
+ *  So my preferences seem to be somewhere between (1) and (2).
+ *  (3) is just too "decisive!"  Let's pick (2).
+ *
+ *  We also allow compensation for white imbalance.  For each
+ *  component, we do a linear TRC (gamma = 1.0), where the black
+ *  point remains at 0 and the white point is given by the input
+ *  parameter.  This is equivalent to doing a global remapping,
+ *  as with pixGlobalNormRGB(), followed by color content (or magnitude)
+ *  computation, but without the overhead of first creating the
+ *  white point normalized image.
+ *
+ *  Another useful property is the overall color magnitude in the pixel.
+ *  For this there are again several choices, such as:
+ *      (a) rms deviation from the mean
+ *      (b) the average L1 deviation from the mean
+ *      (c) the maximum (over components) of one of the color
+ *          content measures given above.
+ *
+ *  For now, we will choose two of the methods in (c):
+ *     L_MAX_DIFF_FROM_AVERAGE_2
+ *        Define the color magnitude as the maximum over components
+ *        of the difference between the component value and the
+ *        average of the other two.  It is easy to show that
+ *        this is equivalent to selecting the two component values
+ *        that are closest to each other, averaging them, and
+ *        using the distance from that average to the third component.
+ *        For (a) and (b) above, this value is in {..}.
+ *    L_MAX_MIN_DIFF_FROM_2
+ *        Define the color magnitude as the maximum over components
+ *        of the minimum difference between the component value and the
+ *        other two values.  It is easy to show that this is equivalent
+ *        to selecting the intermediate value of the three differences
+ *        between the three components.  For (a) and (b) above,
+ *        this value is in /../.
+ *
+ */ + +#include "allheaders.h" + +/* ----------------------------------------------------------------------- * + * Builds an image of the color content, on a per-pixel basis, * + * as a measure of the amount of divergence of each color * + * component (R,G,B) from gray. * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixColorContent() + * + * \param[in] pixs 32 bpp rgb or 8 bpp colormapped + * \param[in] rwhite, gwhite, bwhite color value associated with white point + * \param[in] mingray min gray value for which color is measured + * \param[out] ppixr [optional] 8 bpp red 'content' + * \param[out] ppixg [optional] 8 bpp green 'content' + * \param[out] ppixb [optional] 8 bpp blue 'content' + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This returns the color content in each component, which is
+ *          a measure of the deviation from gray, and is defined
+ *          as the difference between the component and the average of
+ *          the other two components.  See the discussion at the
+ *          top of this file.
+ *      (2) The three numbers (rwhite, gwhite and bwhite) can be thought
+ *          of as the values in the image corresponding to white.
+ *          They are used to compensate for an unbalanced color white point.
+ *          They must either be all 0 or all non-zero.  To turn this
+ *          off, set them all to 0.
+ *      (3) If the maximum component after white point correction,
+ *          max(r,g,b), is less than mingray, all color components
+ *          for that pixel are set to zero.
+ *          Use mingray = 0 to turn off this filtering of dark pixels.
+ *      (4) Therefore, use 0 for all four input parameters if the color
+ *          magnitude is to be calculated without either white balance
+ *          correction or dark filtering.
+ *
+ */ +l_ok +pixColorContent(PIX *pixs, + l_int32 rwhite, + l_int32 gwhite, + l_int32 bwhite, + l_int32 mingray, + PIX **ppixr, + PIX **ppixg, + PIX **ppixb) +{ +l_int32 w, h, d, i, j, wplc, wplr, wplg, wplb; +l_int32 rval, gval, bval, rgdiff, rbdiff, gbdiff, maxval, colorval; +l_int32 *rtab, *gtab, *btab; +l_uint32 pixel; +l_uint32 *datac, *datar, *datag, *datab, *linec, *liner, *lineg, *lineb; +NUMA *nar, *nag, *nab; +PIX *pixc; /* rgb */ +PIX *pixr, *pixg, *pixb; /* 8 bpp grayscale */ +PIXCMAP *cmap; + + PROCNAME("pixColorContent"); + + if (!ppixr && !ppixg && !ppixb) + return ERROR_INT("no return val requested", procName, 1); + if (ppixr) *ppixr = NULL; + if (ppixg) *ppixg = NULL; + if (ppixb) *ppixb = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (mingray < 0) mingray = 0; + pixGetDimensions(pixs, &w, &h, &d); + if (mingray > 255) + return ERROR_INT("mingray > 255", procName, 1); + if (rwhite < 0 || gwhite < 0 || bwhite < 0) + return ERROR_INT("some white vals are negative", procName, 1); + if ((rwhite || gwhite || bwhite) && (rwhite * gwhite * bwhite == 0)) + return ERROR_INT("white vals not all zero or all nonzero", procName, 1); + + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return ERROR_INT("pixs neither cmapped nor 32 bpp", procName, 1); + if (cmap) + pixc = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + else + pixc = pixClone(pixs); + + pixr = pixg = pixb = NULL; + pixGetDimensions(pixc, &w, &h, NULL); + if (ppixr) { + pixr = pixCreate(w, h, 8); + datar = pixGetData(pixr); + wplr = pixGetWpl(pixr); + *ppixr = pixr; + } + if (ppixg) { + pixg = pixCreate(w, h, 8); + datag = pixGetData(pixg); + wplg = pixGetWpl(pixg); + *ppixg = pixg; + } + if (ppixb) { + pixb = pixCreate(w, h, 8); + datab = pixGetData(pixb); + wplb = pixGetWpl(pixb); + *ppixb = pixb; + } + + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + if (rwhite) { /* all white pt vals are nonzero */ + nar = numaGammaTRC(1.0, 0, rwhite); + rtab = numaGetIArray(nar); + nag = numaGammaTRC(1.0, 0, gwhite); + gtab = numaGetIArray(nag); + nab = numaGammaTRC(1.0, 0, bwhite); + btab = numaGetIArray(nab); + } + for (i = 0; i < h; i++) { + linec = datac + i * wplc; + if (pixr) + liner = datar + i * wplr; + if (pixg) + lineg = datag + i * wplg; + if (pixb) + lineb = datab + i * wplb; + for (j = 0; j < w; j++) { + pixel = linec[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + if (rwhite) { /* color correct for white point */ + rval = rtab[rval]; + gval = gtab[gval]; + bval = btab[bval]; + } + if (mingray > 0) { /* dark pixels have no color value */ + maxval = L_MAX(rval, gval); + maxval = L_MAX(maxval, bval); + if (maxval < mingray) + continue; /* colorval = 0 for each component */ + } + rgdiff = L_ABS(rval - gval); + rbdiff = L_ABS(rval - bval); + gbdiff = L_ABS(gval - bval); + if (pixr) { + colorval = (rgdiff + rbdiff) / 2; + SET_DATA_BYTE(liner, j, colorval); + } + if (pixg) { + colorval = (rgdiff + gbdiff) / 2; + SET_DATA_BYTE(lineg, j, colorval); + } + if (pixb) { + colorval = (rbdiff + gbdiff) / 2; + SET_DATA_BYTE(lineb, j, colorval); + } + } + } + + if (rwhite) { + numaDestroy(&nar); + numaDestroy(&nag); + numaDestroy(&nab); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + } + pixDestroy(&pixc); + return 0; +} + + +/* ----------------------------------------------------------------------- * + * Finds the 'amount' of color in an image, on a per-pixel basis, * + * as a measure of the difference of the pixel color from gray. * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixColorMagnitude() + * + * \param[in] pixs 32 bpp rgb or 8 bpp colormapped + * \param[in] rwhite, gwhite, bwhite color value associated with white point + * \param[in] type chooses the method for calculating the color magnitude: + * L_MAX_DIFF_FROM_AVERAGE_2, L_MAX_MIN_DIFF_FROM_2, + * L_MAX_DIFF + * \return pixd 8 bpp, amount of color in each source pixel, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) For an RGB image, a gray pixel is one where all three components
+ *          are equal.  We define the amount of color in an RGB pixel as
+ *          a function depending on the absolute value of the differences
+ *          between the three color components.  Consider the two largest
+ *          of these differences.  The pixel component in common to these
+ *          two differences is the color farthest from the other two.
+ *          The color magnitude in an RGB pixel can be taken as one
+ *          of these three definitions:
+ *            (a) The average of these two differences.  This is the
+ *                average distance from the two components that are
+ *                nearest to each other to the third component.
+ *            (b) The minimum value of these two differences.  This is
+ *                the intermediate value of the three distances between
+ *                component values.  Stated otherwise, it is the
+ *                maximum over all components of the minimum distance
+ *                from that component to the other two components.
+ *            (c) The maximum difference between component values.
+ *      (2) As an example, suppose that R and G are the closest in
+ *          magnitude.  Then the color is determined as either:
+ *            (a) The average distance of B from these two:
+ *                   (|B - R| + |B - G|) / 2
+ *            (b) The minimum distance of B from these two:
+ *                   min(|B - R|, |B - G|).
+ *            (c) The maximum distance of B from these two:
+ *                   max(|B - R|, |B - G|)
+ *      (3) The three methods for choosing the color magnitude from
+ *          the components are selected with these flags:
+ *            (a) L_MAX_DIFF_FROM_AVERAGE_2
+ *            (b) L_MAX_MIN_DIFF_FROM_2
+ *            (c) L_MAX_DIFF
+ *      (4) The three numbers (rwhite, gwhite and bwhite) can be thought
+ *          of as the values in the image corresponding to white.
+ *          They are used to compensate for an unbalanced color white point.
+ *          They must either be all 0 or all non-zero.  To turn this
+ *          off, set them all to 0.
+ *
+ */ +PIX * +pixColorMagnitude(PIX *pixs, + l_int32 rwhite, + l_int32 gwhite, + l_int32 bwhite, + l_int32 type) +{ +l_int32 w, h, d, i, j, wplc, wpld; +l_int32 rval, gval, bval, rdist, gdist, bdist, colorval; +l_int32 rgdist, rbdist, gbdist, mindist, maxdist, minval, maxval; +l_int32 *rtab, *gtab, *btab; +l_uint32 pixel; +l_uint32 *datac, *datad, *linec, *lined; +NUMA *nar, *nag, *nab; +PIX *pixc, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixColorMagnitude"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (type != L_MAX_DIFF_FROM_AVERAGE_2 && type != L_MAX_MIN_DIFF_FROM_2 && + type != L_MAX_DIFF) + return (PIX *)ERROR_PTR("invalid type", procName, NULL); + if (rwhite < 0 || gwhite < 0 || bwhite < 0) + return (PIX *)ERROR_PTR("some white vals are negative", procName, NULL); + if ((rwhite || gwhite || bwhite) && (rwhite * gwhite * bwhite == 0)) + return (PIX *)ERROR_PTR("white vals not all zero or all nonzero", + procName, NULL); + + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + if (cmap) + pixc = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + else + pixc = pixClone(pixs); + + pixd = pixCreate(w, h, 8); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datac = pixGetData(pixc); + wplc = pixGetWpl(pixc); + if (rwhite) { /* all white pt vals are nonzero */ + nar = numaGammaTRC(1.0, 0, rwhite); + rtab = numaGetIArray(nar); + nag = numaGammaTRC(1.0, 0, gwhite); + gtab = numaGetIArray(nag); + nab = numaGammaTRC(1.0, 0, bwhite); + btab = numaGetIArray(nab); + } + for (i = 0; i < h; i++) { + linec = datac + i * wplc; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = linec[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + if (rwhite) { /* color correct for white point */ + rval = rtab[rval]; + gval = gtab[gval]; + bval = btab[bval]; + } + if (type == L_MAX_DIFF_FROM_AVERAGE_2) { + rdist = ((gval + bval ) / 2 - rval); + rdist = L_ABS(rdist); + gdist = ((rval + bval ) / 2 - gval); + gdist = L_ABS(gdist); + bdist = ((rval + gval ) / 2 - bval); + bdist = L_ABS(bdist); + colorval = L_MAX(rdist, gdist); + colorval = L_MAX(colorval, bdist); + } else if (type == L_MAX_MIN_DIFF_FROM_2) { /* intermediate dist */ + rgdist = L_ABS(rval - gval); + rbdist = L_ABS(rval - bval); + gbdist = L_ABS(gval - bval); + maxdist = L_MAX(rgdist, rbdist); + if (gbdist >= maxdist) { + colorval = maxdist; + } else { /* gbdist is smallest or intermediate */ + mindist = L_MIN(rgdist, rbdist); + colorval = L_MAX(mindist, gbdist); + } + } else { /* type == L_MAX_DIFF */ + minval = L_MIN(rval, gval); + minval = L_MIN(minval, bval); + maxval = L_MAX(rval, gval); + maxval = L_MAX(maxval, bval); + colorval = maxval - minval; + } + SET_DATA_BYTE(lined, j, colorval); + } + } + + if (rwhite) { + numaDestroy(&nar); + numaDestroy(&nag); + numaDestroy(&nab); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + } + pixDestroy(&pixc); + return pixd; +} + + +/* ----------------------------------------------------------------------- * + * Generates a mask over pixels that have sufficient color and * + * are not too close to gray pixels. * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixMaskOverColorPixels() + * + * \param[in] pixs 32 bpp rgb or 8 bpp colormapped + * \param[in] threshdiff threshold for minimum of the max difference + * between components + * \param[in] mindist min allowed distance from nearest non-color pixel + * \return pixd 1 bpp, mask over color pixels, or NULL on error + * + * 
+ * Notes:
+ *      (1) The generated mask identifies each pixel as either color or
+ *          non-color.  For a pixel to be color, it must satisfy two
+ *          constraints:
+ *            (a) The max difference between the r,g and b components must
+ *                equal or exceed a threshold %threshdiff.
+ *            (b) It must be at least %mindist (in an 8-connected way)
+ *                from the nearest non-color pixel.
+ *      (2) The distance constraint (b) is only applied if %mindist > 1.
+ *          For example, if %mindist == 2, the color pixels identified
+ *          by (a) are eroded by a 3x3 Sel.  In general, the Sel size
+ *          for erosion is 2 * (%mindist - 1) + 1.
+ *          Why have this constraint?  In scanned images that are
+ *          essentially gray, color artifacts are typically introduced
+ *          in transition regions near sharp edges that go from dark
+ *          to light, so this allows these transition regions to be removed.
+ *
+ */ +PIX * +pixMaskOverColorPixels(PIX *pixs, + l_int32 threshdiff, + l_int32 mindist) +{ +l_int32 w, h, d, i, j, wpls, wpld, size; +l_int32 rval, gval, bval, minval, maxval; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixc, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixMaskOverColorPixels"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + if (cmap) + pixc = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + else + pixc = pixClone(pixs); + + pixd = pixCreate(w, h, 1); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datas = pixGetData(pixc); + wpls = pixGetWpl(pixc); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + minval = L_MIN(rval, gval); + minval = L_MIN(minval, bval); + maxval = L_MAX(rval, gval); + maxval = L_MAX(maxval, bval); + if (maxval - minval >= threshdiff) + SET_DATA_BIT(lined, j); + } + } + + if (mindist > 1) { + size = 2 * (mindist - 1) + 1; + pixErodeBrick(pixd, pixd, size, size); + } + + pixDestroy(&pixc); + return pixd; +} + + +/* ----------------------------------------------------------------------- * + * Generates a mask over pixels that have little color and * + * are not too bright * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixMaskOverGrayPixels() + * + * \param[in] pixs 32 bpp rgb + * \param[in] maxlimit only consider pixels with max component <= %maxlimit + * \param[in] satlimit only consider pixels with saturation <= %satlimit + * \return pixd (1 bpp), or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a mask over rgb pixels that are gray (i.e.,
+ *          have low saturation) and are not too bright.  For example, if
+ *          we know that the gray pixels in %pixs have saturation
+ *          (max - min) less than 10, and brightness (max) less than 200,
+ *             pixMaskOverGrayPixels(pixs, 220, 10)
+ *          will generate a mask over the gray pixels.  Other pixels that
+ *          are not too dark and have a relatively large saturation will
+ *          be little affected.
+ *      (2) The algorithm is related to pixDarkenGray().
+ *
+ */ +PIX * +pixMaskOverGrayPixels(PIX *pixs, + l_int32 maxlimit, + l_int32 satlimit) +{ +l_int32 w, h, i, j, wpls, wpld; +l_int32 rval, gval, bval, minrg, min, maxrg, max, sat; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixMaskOverGrayPixels"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (maxlimit < 0 || maxlimit > 255) + return (PIX *)ERROR_PTR("invalid maxlimit", procName, NULL); + if (satlimit < 1) + return (PIX *)ERROR_PTR("invalid satlimit", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + if ((pixd = pixCreate(w, h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + minrg = L_MIN(rval, gval); + min = L_MIN(minrg, bval); + maxrg = L_MAX(rval, gval); + max = L_MAX(maxrg, bval); + sat = max - min; + if (max <= maxlimit && sat <= satlimit) + SET_DATA_BIT(lined, j); + } + } + return pixd; +} + + +/* ----------------------------------------------------------------------- * + * Generates a mask over pixels that have RGB color components * + * within the prescribed range (a cube in RGB color space) * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixMaskOverColorRange() + * + * \param[in] pixs 32 bpp rgb or 8 bpp colormapped + * \param[in] rmin, rmax min and max allowed values for red component + * \param[in] gmin, gmax ditto for green + * \param[in] bmin, bmax ditto for blue + * \return pixd 1 bpp, mask over color pixels, or NULL on error + */ +PIX * +pixMaskOverColorRange(PIX *pixs, + l_int32 rmin, + l_int32 rmax, + l_int32 gmin, + l_int32 gmax, + l_int32 bmin, + l_int32 bmax) +{ +l_int32 w, h, d, i, j, wpls, wpld; +l_int32 rval, gval, bval; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixc, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixMaskOverColorRange"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + if (cmap) + pixc = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + else + pixc = pixClone(pixs); + + pixd = pixCreate(w, h, 1); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datas = pixGetData(pixc); + wpls = pixGetWpl(pixc); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + if (rval < rmin || rval > rmax) continue; + if (gval < gmin || gval > gmax) continue; + if (bval < bmin || bval > bmax) continue; + SET_DATA_BIT(lined, j); + } + } + + pixDestroy(&pixc); + return pixd; +} + + +/* ----------------------------------------------------------------------- * + * Finds the fraction of pixels with "color" that are not close to black * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixColorFraction() + * + * \param[in] pixs 32 bpp rgb + * \param[in] darkthresh threshold near black; if the lightest component + * is below this, the pixel is not considered in + * the statistics; typ. 20 + * \param[in] lightthresh threshold near white; if the darkest component + * is above this, the pixel is not considered in + * the statistics; typ. 244 + * \param[in] diffthresh thresh for the maximum difference between + * component value; below this the pixel is not + * considered to have sufficient color + * \param[in] factor subsampling factor + * \param[out] ppixfract fraction of pixels in intermediate + * brightness range that were considered + * for color content + * \param[out] pcolorfract fraction of pixels that meet the + * criterion for sufficient color; 0.0 on error + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function is asking the question: to what extent does the
+ *          image appear to have color?   The amount of color a pixel
+ *          appears to have depends on both the deviation of the
+ *          individual components from their average and on the average
+ *          intensity itself.  For example, the color will be much more
+ *          obvious with a small deviation from white than the same
+ *          deviation from black.
+ *      (2) Any pixel that meets these three tests is considered a
+ *          colorful pixel:
+ *            (a) the lightest component must equal or exceed %darkthresh
+ *            (b) the darkest component must not exceed %lightthresh
+ *            (c) the max difference between components must equal or
+ *                exceed %diffthresh.
+ *      (3) The dark pixels are removed from consideration because
+ *          they don't appear to have color.
+ *      (4) The very lightest pixels are removed because if an image
+ *          has a lot of "white", the color fraction will be artificially
+ *          low, even if all the other pixels are colorful.
+ *      (5) If pixfract is very small, there are few pixels that are neither
+ *          black nor white.  If colorfract is very small, the pixels
+ *          that are neither black nor white have very little color
+ *          content.  The product 'pixfract * colorfract' gives the
+ *          fraction of pixels with significant color content.
+ *      (6) One use of this function is as a preprocessing step for median
+ *          cut quantization (colorquant2.c), which does a very poor job
+ *          splitting the color space into rectangular volume elements when
+ *          all the pixels are near the diagonal of the color cube.  For
+ *          octree quantization of an image with only gray values, the
+ *          2^(level) octcubes on the diagonal are the only ones
+ *          that can be occupied.
+ *
+ */ +l_ok +pixColorFraction(PIX *pixs, + l_int32 darkthresh, + l_int32 lightthresh, + l_int32 diffthresh, + l_int32 factor, + l_float32 *ppixfract, + l_float32 *pcolorfract) +{ +l_int32 i, j, w, h, wpl, rval, gval, bval, minval, maxval; +l_int32 total, npix, ncolor; +l_uint32 pixel; +l_uint32 *data, *line; + + PROCNAME("pixColorFraction"); + + if (ppixfract) *ppixfract = 0.0; + if (pcolorfract) *pcolorfract = 0.0; + if (!ppixfract || !pcolorfract) + return ERROR_INT("&pixfract and &colorfract not defined", + procName, 1); + if (!pixs || pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not defined or not 32 bpp", procName, 1); + + pixGetDimensions(pixs, &w, &h, NULL); + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + npix = ncolor = total = 0; + for (i = 0; i < h; i += factor) { + line = data + i * wpl; + for (j = 0; j < w; j += factor) { + total++; + pixel = line[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + minval = L_MIN(rval, gval); + minval = L_MIN(minval, bval); + if (minval > lightthresh) /* near white */ + continue; + maxval = L_MAX(rval, gval); + maxval = L_MAX(maxval, bval); + if (maxval < darkthresh) /* near black */ + continue; + + npix++; + if (maxval - minval >= diffthresh) + ncolor++; + } + } + + if (npix == 0) { + L_WARNING("No pixels found for consideration\n", procName); + return 0; + } + *ppixfract = (l_float32)npix / (l_float32)total; + *pcolorfract = (l_float32)ncolor / (l_float32)npix; + return 0; +} + + +/* ----------------------------------------------------------------------- * + * Determine if there are significant color regions in a page image * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixFindColorRegions() + * + * \param[in] pixs 32 bpp rgb + * \param[in] pixm [optional] 1 bpp mask image + * \param[in] factor subsample factor; integer >= 1 + * \param[in] lightthresh threshold for component average in lightest + * of 10 buckets; typ. 210; -1 for default + * \param[in] darkthresh threshold to eliminate dark pixels (e.g., text) + * from consideration; typ. 70; -1 for default. + * \param[in] mindiff minimum difference (b - r) and (g - r), used to + * find blue or green pixels; typ. 10; -1 for default + * \param[in] colordiff minimum difference in (max - min) component to + * qualify as a color pixel; typ. 90; -1 for default + * \param[in] edgefract fraction of image half-width and half-height + * for which color pixels are ignored; typ. 0.05. + * \param[out] pcolorfract fraction of 'color' pixels found + * \param[out] pcolormask1 [optional] mask over background color, if any + * \param[out] pcolormask2 [optional] filtered mask over background color + * \param[out] pixadb [optional] debug intermediate results + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function tries to determine if there is a significant
+ *          color or darker region on a scanned page image, where part
+ *          of the image is background that is either white or reddish.
+ *          This also allows extraction of regions of colored pixels that
+ *          have a smaller red component than blue or green components.
+ *      (2) If %pixm exists, pixels under its fg are combined with
+ *          dark pixels to make a mask of pixels not to be considered
+ *          as color candidates.
+ *      (3) There are four thresholds.
+ *          * %lightthresh: compute the average value of each rgb pixel,
+ *            and make 10 buckets by value.  If the lightest bucket gray
+ *            value is below %lightthresh, the image is not considered
+ *            to have a light bg, and this returns 0.0 for %colorfract.
+ *          * %darkthresh: ignore pixels darker than this (typ. fg text).
+ *            We make a 1 bpp mask of these pixels, and then dilate it to
+ *            remove all vestiges of fg from their vicinity.
+ *          * %mindiff: consider pixels with either (b - r) or (g - r)
+ *            being at least this value, as having color.
+ *          * %colordiff: consider pixels where the (max - min) difference
+ *            of the pixel components exceeds this value, as having color.
+ *      (4) All components of color pixels that are touching the image
+ *          border are removed.  Additionally, all pixels within some
+ *          normalized distance %edgefract from the image border can
+ *          be removed.  This insures that dark pixels near the edge
+ *          of the image are not included.
+ *      (5) This returns in %pcolorfract the fraction of pixels that have
+ *          color and are not in the set consisting of an OR between
+ *          %pixm and the dilated dark pixel mask.
+ *      (6) No masks are returned unless light color pixels are found.
+ *          If colorfract > 0.0 and %pcolormask1 is defined, this returns
+ *          a 1 bpp mask with fg pixels over the color background.
+ *          This mask may have some holes in it.
+ *      (7) If colorfract > 0.0 and %pcolormask2 is defined, this returns
+ *          a version of colormask1 where small holes have been filled.
+ *      (8) To generate a boxa of rectangular regions from the overlap
+ *          of components in the filtered mask:
+ *                boxa1 = pixConnCompBB(colormask2, 8);
+ *                boxa2 = boxaCombineOverlaps(boxa1, NULL);
+ *          This is done here in debug mode.
+ *
+ */ +l_ok +pixFindColorRegions(PIX *pixs, + PIX *pixm, + l_int32 factor, + l_int32 lightthresh, + l_int32 darkthresh, + l_int32 mindiff, + l_int32 colordiff, + l_float32 edgefract, + l_float32 *pcolorfract, + PIX **pcolormask1, + PIX **pcolormask2, + PIXA *pixadb) +{ +l_int32 w, h, count, rval, gval, bval, aveval, proceed; +l_float32 ratio; +l_uint32 *carray; +BOXA *boxa1, *boxa2; +PIX *pix1, *pix2, *pix3, *pix4, *pix5, *pixm1, *pixm2, *pixm3; + + PROCNAME("pixFindColorRegions"); + + if (pcolormask1) *pcolormask1 = NULL; + if (pcolormask2) *pcolormask2 = NULL; + if (!pcolorfract) + return ERROR_INT("&colorfract not defined", procName, 1); + *pcolorfract = 0.0; + if (!pixs || pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not defined or not 32 bpp", procName, 1); + if (factor < 1) factor = 1; + if (lightthresh < 0) lightthresh = 210; /* defaults */ + if (darkthresh < 0) darkthresh = 70; + if (mindiff < 0) mindiff = 10; + if (colordiff < 0) colordiff = 90; + if (edgefract < 0.0 || edgefract > 1.0) edgefract = 0.05; + + /* Check if pixm covers most of the image. If so, just return. */ + pixGetDimensions(pixs, &w, &h, NULL); + if (pixm) { + pixCountPixels(pixm, &count, NULL); + ratio = (l_float32)count / ((l_float32)(w) * h); + if (ratio > 0.7) { + if (pixadb) L_INFO("pixm has big fg: %f5.2\n", procName, ratio); + return 0; + } + } + + /* Get the light background color. Use the average component value + * and select the lightest of 10 buckets. Require that it is + * reddish and, using lightthresh, not too dark. */ + pixGetRankColorArray(pixs, 10, L_SELECT_AVERAGE, factor, &carray, 0, 0); + if (!carray) + return ERROR_INT("rank color array not made", procName, 1); + extractRGBValues(carray[9], &rval, &gval, &bval); + if (pixadb) L_INFO("lightest background color: (r,g,b) = (%d,%d,%d)\n", + procName, rval, gval, bval); + proceed = TRUE; + if ((rval < bval - 2) || (rval < gval - 2)) { + if (pixadb) L_INFO("background not reddish\n", procName); + proceed = FALSE; + } + aveval = (rval + gval + bval) / 3; + if (aveval < lightthresh) { + if (pixadb) L_INFO("background too dark\n", procName); + proceed = FALSE; + } + if (pixadb) { + pix1 = pixDisplayColorArray(carray, 10, 120, 3, 6); + pixaAddPix(pixadb, pix1, L_INSERT); + } + LEPT_FREE(carray); + if (proceed == FALSE) return 0; + + /* Make a mask pixm1 over the dark pixels in the image: + * convert to gray using the average of the components; + * threshold using darkthresh; do a small dilation; + * combine with pixm. */ + pix1 = pixConvertRGBToGray(pixs, 0.33, 0.34, 0.33); + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + pixm1 = pixThresholdToBinary(pix1, darkthresh); + pixDilateBrick(pixm1, pixm1, 7, 7); + if (pixadb) pixaAddPix(pixadb, pixm1, L_COPY); + if (pixm) { + pixOr(pixm1, pixm1, pixm); + if (pixadb) pixaAddPix(pixadb, pixm1, L_COPY); + } + pixDestroy(&pix1); + + /* Make masks over pixels that are bluish, or greenish, or + have a very large color saturation (max - min) value. */ + pixm2 = pixConvertRGBToBinaryArb(pixs, -1.0, 0.0, 1.0, mindiff, + L_SELECT_IF_GTE); /* b - r */ + if (pixadb) pixaAddPix(pixadb, pixm2, L_COPY); + pix1 = pixConvertRGBToBinaryArb(pixs, -1.0, 1.0, 0.0, mindiff, + L_SELECT_IF_GTE); /* g - r */ + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + pixOr(pixm2, pixm2, pix1); + pixDestroy(&pix1); + pix1 = pixConvertRGBToGrayMinMax(pixs, L_CHOOSE_MAXDIFF); + pix2 = pixThresholdToBinary(pix1, colordiff); + pixInvert(pix2, pix2); + if (pixadb) pixaAddPix(pixadb, pix2, L_COPY); + pixOr(pixm2, pixm2, pix2); + if (pixadb) pixaAddPix(pixadb, pixm2, L_COPY); + pixDestroy(&pix1); + pixDestroy(&pix2); + + /* Subtract the dark pixels represented by pixm1. + * pixm2 now holds all the color pixels of interest */ + pixSubtract(pixm2, pixm2, pixm1); + pixDestroy(&pixm1); + if (pixadb) pixaAddPix(pixadb, pixm2, L_COPY); + + /* But we're not quite finished. Remove pixels from any component + * that is touching the image border. False color pixels can + * sometimes be found there if the image is much darker near + * the border, due to oxidation or reduced illumination. Also + * remove any pixels within the normalized fraction %distfract + * of the image border. */ + pixm3 = pixRemoveBorderConnComps(pixm2, 8); + pixDestroy(&pixm2); + if (edgefract > 0.0) { + pix2 = pixMakeSymmetricMask(w, h, edgefract, edgefract, L_USE_INNER); + pixAnd(pixm3, pixm3, pix2); + pixDestroy(&pix2); + } + if (pixadb) pixaAddPix(pixadb, pixm3, L_COPY); + + /* Get the fraction of light color pixels */ + pixCountPixels(pixm3, &count, NULL); + *pcolorfract = (l_float32)count / ((l_float32)(w) * h); + if (pixadb) { + if (count == 0) + L_INFO("no light color pixels found\n", procName); + else + L_INFO("fraction of light color pixels = %5.3f\n", procName, + *pcolorfract); + } + + /* Debug: extract the color pixels from pixs */ + if (pixadb && count > 0) { + /* Use pixm3 to extract the color pixels */ + pix3 = pixCreateTemplate(pixs); + pixSetAll(pix3); + pixCombineMasked(pix3, pixs, pixm3); + pixaAddPix(pixadb, pix3, L_INSERT); + + /* Use additional filtering to extract the color pixels */ + pix3 = pixCloseSafeBrick(NULL, pixm3, 15, 15); + pixaAddPix(pixadb, pix3, L_INSERT); + pix5 = pixCreateTemplate(pixs); + pixSetAll(pix5); + pixCombineMasked(pix5, pixs, pix3); + pixaAddPix(pixadb, pix5, L_INSERT); + + /* Get the combined bounding boxes of the mask components + * in pix3, and extract those pixels from pixs. */ + boxa1 = pixConnCompBB(pix3, 8); + boxa2 = boxaCombineOverlaps(boxa1, NULL); + pix4 = pixCreateTemplate(pix3); + pixMaskBoxa(pix4, pix4, boxa2, L_SET_PIXELS); + pixaAddPix(pixadb, pix4, L_INSERT); + pix5 = pixCreateTemplate(pixs); + pixSetAll(pix5); + pixCombineMasked(pix5, pixs, pix4); + pixaAddPix(pixadb, pix5, L_INSERT); + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + } + pixaAddPix(pixadb, pixs, L_COPY); + + /* Optional colormask returns */ + if (pcolormask2 && count > 0) + *pcolormask2 = pixCloseSafeBrick(NULL, pixm3, 15, 15); + if (pcolormask1 && count > 0) + *pcolormask1 = pixm3; + else + pixDestroy(&pixm3); + return 0; +} + + +/* ----------------------------------------------------------------------- * + * Finds the number of perceptually significant gray intensities * + * in a grayscale image. * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixNumSignificantGrayColors() + * + * \param[in] pixs 8 bpp gray + * \param[in] darkthresh dark threshold for minimum intensity to be + * considered; typ. 20 + * \param[in] lightthresh threshold near white, for maximum intensity + * to be considered; typ. 236 + * \param[in] minfract minimum fraction of all pixels to include a level + * as significant; typ. 0.0001; should be < 0.001 + * \param[in] factor subsample factor; integer >= 1 + * \param[out] pncolors number of significant colors; 0 on error + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function is asking the question: how many perceptually
+ *          significant gray color levels is in this pix?
+ *          A color level must meet 3 criteria to be significant:
+ *            ~ it can't be too close to black
+ *            ~ it can't be too close to white
+ *            ~ it must have at least some minimum fractional population
+ *      (2) Use -1 for default values for darkthresh, lightthresh and minfract.
+ *      (3) Choose default of darkthresh = 20, because variations in very
+ *          dark pixels are not visually significant.
+ *      (4) Choose default of lightthresh = 236, because document images
+ *          that have been jpeg'd typically have near-white pixels in the
+ *          8x8 jpeg blocks, and these should not be counted.  It is desirable
+ *          to obtain a clean image by quantizing this noise away.
+ *
+ */ +l_ok +pixNumSignificantGrayColors(PIX *pixs, + l_int32 darkthresh, + l_int32 lightthresh, + l_float32 minfract, + l_int32 factor, + l_int32 *pncolors) +{ +l_int32 i, w, h, count, mincount, ncolors; +NUMA *na; + + PROCNAME("pixNumSignificantGrayColors"); + + if (!pncolors) + return ERROR_INT("&ncolors not defined", procName, 1); + *pncolors = 0; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (darkthresh < 0) darkthresh = 20; /* defaults */ + if (lightthresh < 0) lightthresh = 236; + if (minfract < 0.0) minfract = 0.0001; + if (minfract > 1.0) + return ERROR_INT("minfract > 1.0", procName, 1); + if (minfract >= 0.001) + L_WARNING("minfract too big; likely to underestimate ncolors\n", + procName); + if (lightthresh > 255 || darkthresh >= lightthresh) + return ERROR_INT("invalid thresholds", procName, 1); + if (factor < 1) factor = 1; + + pixGetDimensions(pixs, &w, &h, NULL); + mincount = (l_int32)(minfract * w * h * factor * factor); + if ((na = pixGetGrayHistogram(pixs, factor)) == NULL) + return ERROR_INT("na not made", procName, 1); + ncolors = 2; /* add in black and white */ + for (i = darkthresh; i <= lightthresh; i++) { + numaGetIValue(na, i, &count); + if (count >= mincount) + ncolors++; + } + + *pncolors = ncolors; + numaDestroy(&na); + return 0; +} + + +/* ----------------------------------------------------------------------- * + * Identifies images where color quantization will cause posterization * + * due to the existence of many colors in low-gradient regions. * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixColorsForQuantization() + * \param[in] pixs 8 bpp gray or 32 bpp rgb; with or without colormap + * \param[in] thresh binary threshold on edge gradient; 0 for default + * \param[out] pncolors the number of colors found + * \param[out] piscolor [optional] 1 if significant color is found; + * 0 otherwise. If pixs is 8 bpp, and does not have + * a colormap with color entries, this is 0 + * \param[in] debug 1 to output masked image that is tested for colors; + * 0 otherwise + * \return 0 if OK, 1 on error. + * + * 
+ * Notes:
+ *      (1) This function finds a measure of the number of colors that are
+ *          found in low-gradient regions of an image.  By its
+ *          magnitude relative to some threshold (not specified in
+ *          this function), it gives a good indication of whether
+ *          quantization will generate posterization.   This number
+ *          is larger for images with regions of slowly varying
+ *          intensity (if 8 bpp) or color (if rgb). Such images, if
+ *          quantized, may require dithering to avoid posterization,
+ *          and lossless compression is then expected to be poor.
+ *      (2) If pixs has a colormap, the number of colors returned is
+ *          the number in the colormap.
+ *      (3) It is recommended that document images be reduced to a width
+ *          of 800 pixels before applying this function.  Then it can
+ *          be expected that color detection will be fairly accurate
+ *          and the number of colors will reflect both the content and
+ *          the type of compression to be used.  For less than 15 colors,
+ *          there is unlikely to be a halftone image, and lossless
+ *          quantization should give both a good visual result and
+ *          better compression.
+ *      (4) When using the default threshold on the gradient (15),
+ *          images (both gray and rgb) where ncolors is greater than
+ *          about 15 will compress poorly with either lossless
+ *          compression or dithered quantization, and they may be
+ *          posterized with non-dithered quantization.
+ *      (5) For grayscale images, or images without significant color,
+ *          this returns the number of significant gray levels in
+ *          the low-gradient regions.  The actual number of gray levels
+ *          can be large due to jpeg compression noise in the background.
+ *      (6) Similarly, for color images, the actual number of different
+ *          (r,g,b) colors in the low-gradient regions (rather than the
+ *          number of occupied level 4 octcubes) can be quite large, e.g.,
+ *          due to jpeg compression noise, even for regions that appear
+ *          to be of a single color.  By quantizing to level 4 octcubes,
+ *          most of these superfluous colors are removed from the counting.
+ *      (7) The image is tested for color.  If there is very little color,
+ *          it is thresholded to gray and the number of gray levels in
+ *          the low gradient regions is found.  If the image has color,
+ *          the number of occupied level 4 octcubes is found.
+ *      (8) The number of colors in the low-gradient regions increases
+ *          monotonically with the threshold %thresh on the edge gradient.
+ *      (9) Background: grayscale and color quantization is often useful
+ *          to achieve highly compressed images with little visible
+ *          distortion.  However, gray or color washes (regions of
+ *          low gradient) can defeat this approach to high compression.
+ *          How can one determine if an image is expected to compress
+ *          well using gray or color quantization?  We use the fact that
+ *            * gray washes, when quantized with less than 50 intensities,
+ *              have posterization (visible boundaries between regions
+ *              of uniform 'color') and poor lossless compression
+ *            * color washes, when quantized with level 4 octcubes,
+ *              typically result in both posterization and the occupancy
+ *              of many level 4 octcubes.
+ *          Images can have colors either intrinsically or as jpeg
+ *          compression artifacts.  This function reduces but does not
+ *          completely eliminate measurement of jpeg quantization noise
+ *          in the white background of grayscale or color images.
+ *
+ */ +l_ok +pixColorsForQuantization(PIX *pixs, + l_int32 thresh, + l_int32 *pncolors, + l_int32 *piscolor, + l_int32 debug) +{ +l_int32 w, h, d, minside, factor; +l_float32 pixfract, colorfract; +PIX *pixt, *pixsc, *pixg, *pixe, *pixb, *pixm; +PIXCMAP *cmap; + + PROCNAME("pixColorsForQuantization"); + + if (piscolor) *piscolor = 0; + if (!pncolors) + return ERROR_INT("&ncolors not defined", procName, 1); + *pncolors = 0; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if ((cmap = pixGetColormap(pixs)) != NULL) { + *pncolors = pixcmapGetCount(cmap); + if (piscolor) + pixcmapHasColor(cmap, piscolor); + return 0; + } + + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 && d != 32) + return ERROR_INT("pixs not 8 or 32 bpp", procName, 1); + if (thresh <= 0) + thresh = 15; + + /* First test if 32 bpp has any significant color; if not, + * convert it to gray. Colors whose average values are within + * 20 of black or 8 of white are ignored because they're not + * very 'colorful'. If less than 2.5/10000 of the pixels have + * significant color, consider the image to be gray. */ + minside = L_MIN(w, h); + if (d == 8) { + pixt = pixClone(pixs); + } else { /* d == 32 */ + factor = L_MAX(1, minside / 400); + pixColorFraction(pixs, 20, 248, 30, factor, &pixfract, &colorfract); + if (pixfract * colorfract < 0.00025) { + pixt = pixGetRGBComponent(pixs, COLOR_RED); + d = 8; + } else { /* d == 32 */ + pixt = pixClone(pixs); + if (piscolor) + *piscolor = 1; + } + } + + /* If the smallest side is less than 1000, do not downscale. + * If it is in [1000 ... 2000), downscale by 2x. If it is >= 2000, + * downscale by 4x. Factors of 2 are chosen for speed. The + * actual resolution at which subsequent calculations take place + * is not strongly dependent on downscaling. */ + factor = L_MAX(1, minside / 500); + if (factor == 1) + pixsc = pixCopy(NULL, pixt); /* to be sure pixs is unchanged */ + else if (factor == 2 || factor == 3) + pixsc = pixScaleAreaMap2(pixt); + else + pixsc = pixScaleAreaMap(pixt, 0.25, 0.25); + + /* Basic edge mask generation procedure: + * ~ work on a grayscale image + * ~ get a 1 bpp edge mask by using an edge filter and + * thresholding to get fg pixels at the edges + * ~ for gray, dilate with a 3x3 brick Sel to get mask over + * all pixels within a distance of 1 pixel from the nearest + * edge pixel + * ~ for color, dilate with a 7x7 brick Sel to get mask over + * all pixels within a distance of 3 pixels from the nearest + * edge pixel */ + if (d == 8) + pixg = pixClone(pixsc); + else /* d == 32 */ + pixg = pixConvertRGBToLuminance(pixsc); + pixe = pixSobelEdgeFilter(pixg, L_ALL_EDGES); + pixb = pixThresholdToBinary(pixe, thresh); + pixInvert(pixb, pixb); + if (d == 8) + pixm = pixMorphSequence(pixb, "d3.3", 0); + else + pixm = pixMorphSequence(pixb, "d7.7", 0); + + /* Mask the near-edge pixels to white, and count the colors. + * If grayscale, don't count colors within 20 levels of + * black or white, and only count colors with a fraction + * of at least 1/10000 of the image pixels. + * If color, count the number of level 4 octcubes that + * contain at least 20 pixels. These magic numbers are guesses + * as to what might work, based on a small data set. Results + * should not be overly sensitive to their actual values. */ + if (d == 8) { + pixSetMasked(pixg, pixm, 0xff); + if (debug) pixWrite("junkpix8.png", pixg, IFF_PNG); + pixNumSignificantGrayColors(pixg, 20, 236, 0.0001, 1, pncolors); + } else { /* d == 32 */ + pixSetMasked(pixsc, pixm, 0xffffffff); + if (debug) pixWrite("junkpix32.png", pixsc, IFF_PNG); + pixNumberOccupiedOctcubes(pixsc, 4, 20, -1, pncolors); + } + + pixDestroy(&pixt); + pixDestroy(&pixsc); + pixDestroy(&pixg); + pixDestroy(&pixe); + pixDestroy(&pixb); + pixDestroy(&pixm); + return 0; +} + + +/* ----------------------------------------------------------------------- * + * Finds the number of unique colors in an image * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixNumColors() + * \param[in] pixs 2, 4, 8, 32 bpp + * \param[in] factor subsampling factor; integer + * \param[out] pncolors the number of colors found, or 0 if + * there are more than 256 + * \return 0 if OK, 1 on error. + * + * 
+ * Notes:
+ *      (1) This returns the actual number of colors found in the image,
+ *          even if there is a colormap.  If %factor == 1 and the
+ *          number of colors differs from the number of entries
+ *          in the colormap, a warning is issued.
+ *      (2) Use %factor == 1 to find the actual number of colors.
+ *          Use %factor > 1 to quickly find the approximate number of colors.
+ *      (3) For d = 2, 4 or 8 bpp grayscale, this returns the number
+ *          of colors found in the image in 'ncolors'.
+ *      (4) For d = 32 bpp (rgb), if the number of colors is
+ *          greater than 256, this returns 0 in 'ncolors'.
+ *
+ */ +l_ok +pixNumColors(PIX *pixs, + l_int32 factor, + l_int32 *pncolors) +{ +l_int32 w, h, d, i, j, wpl, hashsize, sum, count; +l_int32 rval, gval, bval, val; +l_int32 *inta; +l_uint32 pixel; +l_uint32 *data, *line; +PIXCMAP *cmap; + + PROCNAME("pixNumColors"); + + if (!pncolors) + return ERROR_INT("&ncolors not defined", procName, 1); + *pncolors = 0; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 2 && d != 4 && d != 8 && d != 32) + return ERROR_INT("d not in {2, 4, 8, 32}", procName, 1); + if (factor < 1) factor = 1; + + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + sum = 0; + if (d != 32) { /* grayscale */ + if ((inta = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32))) == NULL) + return ERROR_INT("calloc failure for inta", procName, 1); + for (i = 0; i < h; i += factor) { + line = data + i * wpl; + for (j = 0; j < w; j += factor) { + if (d == 8) + val = GET_DATA_BYTE(line, j); + else if (d == 4) + val = GET_DATA_QBIT(line, j); + else /* d == 2 */ + val = GET_DATA_DIBIT(line, j); + inta[val] = 1; + } + } + for (i = 0; i < 256; i++) + if (inta[i]) sum++; + *pncolors = sum; + LEPT_FREE(inta); + + cmap = pixGetColormap(pixs); + if (cmap && factor == 1) { + count = pixcmapGetCount(cmap); + if (sum != count) + L_WARNING("colormap size %d differs from actual colors\n", + procName, count); + } + return 0; + } + + /* 32 bpp rgb; quit if we get above 256 colors */ + hashsize = 5507; /* big and prime; collisions are not likely */ + if ((inta = (l_int32 *)LEPT_CALLOC(hashsize, sizeof(l_int32))) == NULL) + return ERROR_INT("calloc failure with hashsize", procName, 1); + for (i = 0; i < h; i += factor) { + line = data + i * wpl; + for (j = 0; j < w; j += factor) { + pixel = line[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + val = (137 * rval + 269 * gval + 353 * bval) % hashsize; + if (inta[val] == 0) { + inta[val] = 1; + sum++; + if (sum > 256) { + LEPT_FREE(inta); + return 0; + } + } + } + } + + *pncolors = sum; + LEPT_FREE(inta); + return 0; +} + + +/* ----------------------------------------------------------------------- * + * Find the most "populated" colors in the image (and quantize) * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixGetMostPopulatedColors() + * \param[in] pixs 32 bpp rgb + * \param[in] sigbits 2-6, significant bits retained in the quantizer + * for each component of the input image + * \param[in] factor subsampling factor; use 1 for no subsampling + * \param[in] ncolors the number of most populated colors to select + * \param[out] parray [optional] array of colors, each as 0xrrggbb00 + * \param[out] pcmap [optional] colormap of the colors + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This finds the %ncolors most populated cubes in rgb colorspace,
+ *          where the cube size depends on %sigbits as
+ *               cube side = (256 >> sigbits)
+ *      (2) The rgb color components are found at the center of the cube.
+ *      (3) The output array of colors can be displayed using
+ *               pixDisplayColorArray(array, ncolors, ...);
+ *
+ */ +l_ok +pixGetMostPopulatedColors(PIX *pixs, + l_int32 sigbits, + l_int32 factor, + l_int32 ncolors, + l_uint32 **parray, + PIXCMAP **pcmap) +{ +l_int32 n, i, rgbindex, rval, gval, bval; +NUMA *nahisto, *naindex; + + PROCNAME("pixGetMostPopulatedColors"); + + if (!parray && !pcmap) + return ERROR_INT("no return val requested", procName, 1); + if (parray) *parray = NULL; + if (pcmap) *pcmap = NULL; + if (!pixs || pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not defined", procName, 1); + if (sigbits < 2 || sigbits > 6) + return ERROR_INT("sigbits not in [2 ... 6]", procName, 1); + if (factor < 1 || ncolors < 1) + return ERROR_INT("factor < 1 or ncolors < 1", procName, 1); + + if ((nahisto = pixGetRGBHistogram(pixs, sigbits, factor)) == NULL) + return ERROR_INT("nahisto not made", procName, 1); + + /* naindex contains the index into nahisto, which is the rgbindex */ + naindex = numaSortIndexAutoSelect(nahisto, L_SORT_DECREASING); + numaDestroy(&nahisto); + if (!naindex) + return ERROR_INT("naindex not made", procName, 1); + + n = numaGetCount(naindex); + ncolors = L_MIN(n, ncolors); + if (parray) *parray = (l_uint32 *)LEPT_CALLOC(ncolors, sizeof(l_uint32)); + if (pcmap) *pcmap = pixcmapCreate(8); + for (i = 0; i < ncolors; i++) { + numaGetIValue(naindex, i, &rgbindex); /* rgb index */ + getRGBFromIndex(rgbindex, sigbits, &rval, &gval, &bval); + if (parray) composeRGBPixel(rval, gval, bval, *parray + i); + if (pcmap) pixcmapAddColor(*pcmap, rval, gval, bval); + } + + numaDestroy(&naindex); + return 0; +} + + +/*! + * \brief pixSimpleColorQuantize() + * \param[in] pixs 32 bpp rgb + * \param[in] sigbits 2-4, significant bits retained in the quantizer + * for each component of the input image + * \param[in] factor subsampling factor; use 1 for no subsampling + * \param[in] ncolors the number of most populated colors to select + * \return pixd 8 bpp cmapped or NULL on error + * + * 
+ * Notes:
+ *      (1) If you want to do color quantization for real, use octcube
+ *          or modified median cut.  This function shows that it is
+ *          easy to make a simple quantizer based solely on the population
+ *          in cells of a given size in rgb color space.
+ *      (2) The %ncolors most populated cells at the %sigbits level form
+ *          the colormap for quantizing, and this uses octcube indexing
+ *          under the covers to assign each pixel to the nearest color.
+ *      (3) %sigbits is restricted to 2, 3 and 4.  At the low end, the
+ *          color discrimination is very crude; at the upper end, a set of
+ *          similar colors can dominate the result.  Interesting results
+ *          are generally found for %sigbits = 3 and ncolors ~ 20.
+ *      (4) See also pixColorSegment() for a method of quantizing the
+ *          colors to generate regions of similar color.
+ *
+ */ +PIX * +pixSimpleColorQuantize(PIX *pixs, + l_int32 sigbits, + l_int32 factor, + l_int32 ncolors) +{ +l_int32 w, h; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixSimpleColorQuantize"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (sigbits < 2 || sigbits > 4) + return (PIX *)ERROR_PTR("sigbits not in {2,3,4}", procName, NULL); + + pixGetMostPopulatedColors(pixs, sigbits, factor, ncolors, NULL, &cmap); + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreate(w, h, 8); + pixSetColormap(pixd, cmap); + pixAssignToNearestColor(pixd, pixs, NULL, 4, NULL); + return pixd; +} + + +/* ----------------------------------------------------------------------- * + * Constructs a color histogram based on rgb indices * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixGetRGBHistogram() + * \param[in] pixs 32 bpp rgb + * \param[in] sigbits 2-6, significant bits retained in the quantizer + * for each component of the input image + * \param[in] factor subsampling factor; use 1 for no subsampling + * \return numa histogram of colors, indexed by RGB + * components, or NULL on error + * + * 
+ * Notes:
+ *      (1) This uses a simple, fast method of indexing into an rgb image.
+ *      (2) The output is a 1D histogram of count vs. rgb-index, which
+ *          uses red sigbits as the most significant and blue as the least.
+ *      (3) This function produces the same result as pixMedianCutHisto().
+ *
+ */ +NUMA * +pixGetRGBHistogram(PIX *pixs, + l_int32 sigbits, + l_int32 factor) +{ +l_int32 w, h, i, j, size, wpl, rval, gval, bval, npts; +l_uint32 val32, rgbindex; +l_float32 *array; +l_uint32 *data, *line, *rtab, *gtab, *btab; +NUMA *na; + + PROCNAME("pixGetRGBHistogram"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL); + if (sigbits < 2 || sigbits > 6) + return (NUMA *)ERROR_PTR("sigbits not in [2 ... 6]", procName, NULL); + if (factor < 1) + return (NUMA *)ERROR_PTR("factor < 1", procName, NULL); + + /* Get histogram size: 2^(3 * sigbits) */ + size = 1 << (3 * sigbits); /* 64, 512, 4096, 32768, 262144 */ + na = numaMakeConstant(0, size); /* init to all 0 */ + array = numaGetFArray(na, L_NOCOPY); + + makeRGBIndexTables(&rtab, >ab, &btab, sigbits); + + /* Check the number of sampled pixels */ + pixGetDimensions(pixs, &w, &h, NULL); + npts = ((w + factor - 1) / factor) * ((h + factor - 1) / factor); + if (npts < 1000) + L_WARNING("only sampling %d pixels\n", procName, npts); + wpl = pixGetWpl(pixs); + data = pixGetData(pixs); + for (i = 0; i < h; i += factor) { + line = data + i * wpl; + for (j = 0; j < w; j += factor) { + val32 = *(line + j); + extractRGBValues(val32, &rval, &gval, &bval); + rgbindex = rtab[rval] | gtab[gval] | btab[bval]; + array[rgbindex]++; + } + } + + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return na; +} + + +/*! + * \brief makeRGBIndexTables() + * + * \param[out] prtab, pgtab, pbtab 256-entry rgb index tables + * \param[in] sigbits 2-6, significant bits retained in the quantizer + * for each component of the input image + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) These tables are used to map from rgb sample values to
+ *          an rgb index, using
+ *             rgbindex = rtab[rval] | gtab[gval] | btab[bval]
+ *          where, e.g., if sigbits = 3, the index is a 9 bit integer:
+ *             r7 r6 r5 g7 g6 g5 b7 b6 b5
+ *
+ */ +l_ok +makeRGBIndexTables(l_uint32 **prtab, + l_uint32 **pgtab, + l_uint32 **pbtab, + l_int32 sigbits) +{ +l_int32 i; +l_uint32 *rtab, *gtab, *btab; + + PROCNAME("makeRGBIndexTables"); + + if (prtab) *prtab = NULL; + if (pgtab) *pgtab = NULL; + if (pbtab) *pbtab = NULL; + if (!prtab || !pgtab || !pbtab) + return ERROR_INT("not all table ptrs defined", procName, 1); + if (sigbits < 2 || sigbits > 6) + return ERROR_INT("sigbits not in [2 ... 6]", procName, 1); + + rtab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + gtab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + btab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + if (!rtab || !gtab || !btab) + return ERROR_INT("calloc fail for tab", procName, 1); + *prtab = rtab; + *pgtab = gtab; + *pbtab = btab; + switch (sigbits) { + case 2: + for (i = 0; i < 256; i++) { + rtab[i] = (i & 0xc0) >> 2; + gtab[i] = (i & 0xc0) >> 4; + btab[i] = (i & 0xc0) >> 6; + } + break; + case 3: + for (i = 0; i < 256; i++) { + rtab[i] = (i & 0xe0) << 1; + gtab[i] = (i & 0xe0) >> 2; + btab[i] = (i & 0xe0) >> 5; + } + break; + case 4: + for (i = 0; i < 256; i++) { + rtab[i] = (i & 0xf0) << 4; + gtab[i] = (i & 0xf0); + btab[i] = (i & 0xf0) >> 4; + } + break; + case 5: + for (i = 0; i < 256; i++) { + rtab[i] = (i & 0xf8) << 7; + gtab[i] = (i & 0xf8) << 2; + btab[i] = (i & 0xf8) >> 3; + } + break; + case 6: + for (i = 0; i < 256; i++) { + rtab[i] = (i & 0xfc) << 10; + gtab[i] = (i & 0xfc) << 4; + btab[i] = (i & 0xfc) >> 2; + } + break; + default: + L_ERROR("Illegal sigbits = %d\n", procName, sigbits); + return ERROR_INT("sigbits not in [2 ... 6]", procName, 1); + } + + return 0; +} + + +/*! + * \brief getRGBFromIndex() + * + * \param[in] index rgbindex + * \param[in] sigbits 2-6, significant bits retained in the quantizer + * for each component of the input image + * \param[out] prval, pgval, pbval rgb values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The %index is expressed in bits, based on the the
+ *          %sigbits of the r, g and b components, as
+ *             r7 r6 ... g7 g6 ... b7 b6 ...
+ *      (2) The computed rgb values are in the center of the quantized cube.
+ *          The extra bit that is OR'd accomplishes this.
+ *
+ */ +l_ok +getRGBFromIndex(l_uint32 index, + l_int32 sigbits, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ + PROCNAME("getRGBFromIndex"); + + if (prval) *prval = 0; + if (pgval) *pgval = 0; + if (pbval) *pbval = 0; + if (!prval || !pgval || !pbval) + return ERROR_INT("not all component ptrs defined", procName, 1); + if (sigbits < 2 || sigbits > 6) + return ERROR_INT("sigbits not in [2 ... 6]", procName, 1); + + switch (sigbits) { + case 2: + *prval = ((index << 2) & 0xc0) | 0x20; + *pgval = ((index << 4) & 0xc0) | 0x20; + *pbval = ((index << 6) & 0xc0) | 0x20; + break; + case 3: + *prval = ((index >> 1) & 0xe0) | 0x10; + *pgval = ((index << 2) & 0xe0) | 0x10; + *pbval = ((index << 5) & 0xe0) | 0x10; + break; + case 4: + *prval = ((index >> 4) & 0xf0) | 0x08; + *pgval = (index & 0xf0) | 0x08; + *pbval = ((index << 4) & 0xf0) | 0x08; + break; + case 5: + *prval = ((index >> 7) & 0xf8) | 0x04; + *pgval = ((index >> 2) & 0xf8) | 0x04; + *pbval = ((index << 3) & 0xf8) | 0x04; + break; + case 6: + *prval = ((index >> 10) & 0xfc) | 0x02; + *pgval = ((index >> 4) & 0xfc) | 0x02; + *pbval = ((index << 2) & 0xfc) | 0x02; + break; + default: + L_ERROR("Illegal sigbits = %d\n", procName, sigbits); + return ERROR_INT("sigbits not in [2 ... 6]", procName, 1); + } + + return 0; +} + + +/* ----------------------------------------------------------------------- * + * Identify images that have highlight (red) color * + * ----------------------------------------------------------------------- */ +/*! + * \brief pixHasHighlightRed() + * + * \param[in] pixs 32 bpp rgb + * \param[in] factor subsampling; an integer >= 1; use 1 for all pixels + * \param[in] fract threshold fraction of all image pixels + * \param[in] fthresh threshold on a function of the components; typ. ~2.5 + * \param[out] phasred 1 if red pixels are above threshold + * \param[out] pratio [optional] normalized fraction of threshold + * red pixels that is actually observed + * \param[out] ppixdb [optional] seed pixel mask + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Pixels are identified as red if they satisfy two conditions:
+ *          (a) The components satisfy (R-B)/B > %fthresh   (red or dark fg)
+ *          (b) The red component satisfied R > 128  (red or light bg)
+ *          Masks are generated for (a) and (b), and the intersection
+ *          gives the pixels that are red but not either light bg or
+ *          dark fg.
+ *      (2) A typical value for fract = 0.0001, which gives sensitivity
+ *          to an image where a small fraction of the pixels are printed
+ *          in red.
+ *      (3) A typical value for fthresh = 2.5.  Higher values give less
+ *          sensitivity to red, and fewer false positives.
+ *
+ */ +l_ok +pixHasHighlightRed(PIX *pixs, + l_int32 factor, + l_float32 fract, + l_float32 fthresh, + l_int32 *phasred, + l_float32 *pratio, + PIX **ppixdb) +{ +l_int32 w, h, count; +l_float32 ratio; +PIX *pix1, *pix2, *pix3, *pix4; +FPIX *fpix; + + PROCNAME("pixHasHighlightRed"); + + if (pratio) *pratio = 0.0; + if (ppixdb) *ppixdb = NULL; + if (phasred) *phasred = 0; + if (!pratio && !ppixdb) + return ERROR_INT("no return val requested", procName, 1); + if (!phasred) + return ERROR_INT("&hasred not defined", procName, 1); + if (!pixs || pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not defined or not 32 bpp", procName, 1); + if (fthresh < 1.5 || fthresh > 3.5) + L_WARNING("fthresh = %f is out of normal bounds\n", procName, fthresh); + + if (factor > 1) + pix1 = pixScaleByIntSampling(pixs, factor); + else + pix1 = pixClone(pixs); + + /* Identify pixels that are either red or dark foreground */ + fpix = pixComponentFunction(pix1, 1.0, 0.0, -1.0, 0.0, 0.0, 1.0); + pix2 = fpixThresholdToPix(fpix, fthresh); + pixInvert(pix2, pix2); + + /* Identify pixels that are either red or light background */ + pix3 = pixGetRGBComponent(pix1, COLOR_RED); + pix4 = pixThresholdToBinary(pix3, 130); + pixInvert(pix4, pix4); + + pixAnd(pix4, pix4, pix2); + pixCountPixels(pix4, &count, NULL); + pixGetDimensions(pix4, &w, &h, NULL); + L_INFO("count = %d, thresh = %d\n", procName, count, + (l_int32)(fract * w * h)); + ratio = (l_float32)count / (fract * w * h); + if (pratio) *pratio = ratio; + if (ratio >= 1.0) + *phasred = 1; + if (ppixdb) + *ppixdb = pix4; + else + pixDestroy(&pix4); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + fpixDestroy(&fpix); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/coloring.c b/3rdparty/hgOCR/leptonica/coloring.c new file mode 100644 index 00000000..cdac7029 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/coloring.c @@ -0,0 +1,1046 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file coloring.c + * 
+ *
+ *      Coloring "gray" pixels
+ *           PIX             *pixColorGrayRegions()
+ *           l_int32          pixColorGray()
+ *           PIX             *pixColorGrayMasked()
+ *
+ *      Adjusting one or more colors to a target color
+ *           PIX             *pixSnapColor()
+ *           PIX             *pixSnapColorCmap()
+ *
+ *      Piecewise linear color mapping based on a source/target pair
+ *           PIX             *pixLinearMapToTargetColor()
+ *           l_int32          pixelLinearMapToTargetColor()
+ *
+ *      Fractional shift of RGB towards black or white
+ *           PIX             *pixShiftByComponent()
+ *           l_int32          pixelShiftByComponent()
+ *           l_int32          pixelFractionalShift()
+ *
+ *  There are several "coloring" functions in leptonica.
+ *  You can find them in these files:
+ *       coloring.c
+ *       paintcmap.c
+ *       pix2.c
+ *       blend.c
+ *       enhance.c
+ *
+ *  They fall into the following categories:
+ *
+ *  (1) Moving either the light or dark pixels toward a
+ *      specified color. (pixColorGray, pixColorGrayMasked)
+ *  (2) Forcing all pixels whose color is within some delta of a
+ *      specified color to move to that color. (pixSnapColor)
+ *  (3) Doing a piecewise linear color shift specified by a source
+ *      and a target color.  Each component shifts independently.
+ *      (pixLinearMapToTargetColor)
+ *  (4) Shifting all colors by a given fraction of their distance
+ *      from 0 (if shifting down) or from 255 (if shifting up).
+ *      This is useful for colorizing either the background or
+ *      the foreground of a grayscale image. (pixShiftByComponent)
+ *  (5) Shifting all colors by a component-dependent fraction of
+ *      their distance from 0 (if shifting down) or from 255 (if
+ *      shifting up).  This is useful for modifying the color to
+ *      compensate for color shifts in acquisition or printing.
+ *      (enhance.c: pixColorShiftRGB, pixMosaicColorShiftRGB).
+ *  (6) Repainting selected pixels. (paintcmap.c: pixSetSelectMaskedCmap)
+ *  (7) Blending a fraction of a specific color with the existing RGB
+ *      color.  (pix2.c: pixBlendInRect())
+ *  (8) Changing selected colors in a colormap.
+ *      (paintcmap.c: pixSetSelectCmap, pixSetSelectMaskedCmap)
+ *  (9) Shifting all the pixels towards black or white depending on
+ *      the gray value of a second image.  (blend.c: pixFadeWithGray)
+ *  (10) Changing the hue, saturation or brightness, by changing the
+ *      appropriate parameter in HSV color space by a fraction of
+ *      the distance toward its end-point.  For example, you can change
+ *      the brightness by moving each pixel's v-parameter a specified
+ *      fraction of the distance toward 0 (darkening) or toward 255
+ *      (brightening).  (enhance.c: pixModifySaturation,
+ *      pixModifyHue, pixModifyBrightness)
+ *
+ */ + +#include "allheaders.h" + + +/*---------------------------------------------------------------------* + * Coloring "gray" pixels * + *---------------------------------------------------------------------*/ +/*! + * \brief pixColorGrayRegions() + * + * \param[in] pixs 2, 4 or 8 bpp gray, rgb, or colormapped + * \param[in] boxa of regions in which to apply color + * \param[in] type L_PAINT_LIGHT, L_PAINT_DARK + * \param[in] thresh average value below/above which pixel is unchanged + * \param[in] rval, gval, bval new color to paint + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a new image, where some of the pixels in each
+ *          box in the boxa are colorized.  See pixColorGray() for usage
+ *          with %type and %thresh.  Note that %thresh is only used for
+ *          rgb; it is ignored for colormapped images.
+ *      (2) If the input image is colormapped, the new image will be 8 bpp
+ *          colormapped if possible; otherwise, it will be converted
+ *          to 32 bpp rgb.  Only pixels that are strictly gray will be
+ *          colorized.
+ *      (3) If the input image is not colormapped, it is converted to rgb.
+ *          A "gray" value for a pixel is determined by averaging the
+ *          components, and the output rgb value is determined from this.
+ *      (4) This can be used in conjunction with pixHasHighlightRed() to
+ *          add highlight color to a grayscale image.
+ *
+ */ +PIX * +pixColorGrayRegions(PIX *pixs, + BOXA *boxa, + l_int32 type, + l_int32 thresh, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +l_int32 i, n, ncolors, ngray; +BOX *box; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixColorGrayRegions"); + + if (!pixs || pixGetDepth(pixs) == 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!boxa) + return (PIX *)ERROR_PTR("boxa not defined", procName, NULL); + if (type != L_PAINT_LIGHT && type != L_PAINT_DARK) + return (PIX *)ERROR_PTR("invalid type", procName, NULL); + + /* If cmapped and there is room in an 8 bpp colormap for + * expansion, convert pixs to 8 bpp, and colorize. */ + cmap = pixGetColormap(pixs); + if (cmap) { + ncolors = pixcmapGetCount(cmap); + pixcmapCountGrayColors(cmap, &ngray); + if (ncolors + ngray < 255) { + pixd = pixConvertTo8(pixs, 1); /* always new image */ + pixColorGrayRegionsCmap(pixd, boxa, type, rval, gval, bval); + return pixd; + } + } + + /* The output will be rgb. Make sure the thresholds are valid */ + if (type == L_PAINT_LIGHT) { /* thresh should be low */ + if (thresh >= 255) + return (PIX *)ERROR_PTR("thresh must be < 255", procName, NULL); + if (thresh > 127) + L_WARNING("threshold set very high\n", procName); + } else { /* type == L_PAINT_DARK; thresh should be high */ + if (thresh <= 0) + return (PIX *)ERROR_PTR("thresh must be > 0", procName, NULL); + if (thresh < 128) + L_WARNING("threshold set very low\n", procName); + } + + pixd = pixConvertTo32(pixs); /* always new image */ + n = boxaGetCount(boxa); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + pixColorGray(pixd, box, type, thresh, rval, gval, bval); + boxDestroy(&box); + } + + return pixd; +} + + +/*! + * \brief pixColorGray() + * + * \param[in] pixs 8 bpp gray, rgb or colormapped image + * \param[in] box [optional] region in which to apply color; can be NULL + * \param[in] type L_PAINT_LIGHT, L_PAINT_DARK + * \param[in] thresh average value below/above which pixel is unchanged + * \param[in] rval, gval, bval new color to paint + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place operation; pixs is modified.
+ *          If pixs is colormapped, the operation will add colors to the
+ *          colormap.  Otherwise, pixs will be converted to 32 bpp rgb if
+ *          it is initially 8 bpp gray.
+ *      (2) If type == L_PAINT_LIGHT, it colorizes non-black pixels,
+ *          preserving antialiasing.
+ *          If type == L_PAINT_DARK, it colorizes non-white pixels,
+ *          preserving antialiasing.
+ *      (3) If box is NULL, applies function to the entire image; otherwise,
+ *          clips the operation to the intersection of the box and pix.
+ *      (4) If colormapped, calls pixColorGrayCmap(), which applies the
+ *          coloring algorithm only to pixels that are strictly gray.
+ *      (5) For RGB, determines a "gray" value by averaging; then uses this
+ *          value, plus the input rgb target, to generate the output
+ *          pixel values.
+ *      (6) thresh is only used for rgb; it is ignored for colormapped pix.
+ *          If type == L_PAINT_LIGHT, use thresh = 0 if all pixels are to
+ *          be colored (black pixels will be unaltered).
+ *          In situations where there are a lot of black pixels,
+ *          setting thresh > 0 will make the function considerably
+ *          more efficient without affecting the final result.
+ *          If type == L_PAINT_DARK, use thresh = 255 if all pixels
+ *          are to be colored (white pixels will be unaltered).
+ *          In situations where there are a lot of white pixels,
+ *          setting thresh < 255 will make the function considerably
+ *          more efficient without affecting the final result.
+ *
+ */ +l_ok +pixColorGray(PIX *pixs, + BOX *box, + l_int32 type, + l_int32 thresh, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +l_int32 i, j, w, h, d, wpl, x1, x2, y1, y2, bw, bh; +l_int32 nrval, ngval, nbval, aveval; +l_float32 factor; +l_uint32 val32; +l_uint32 *line, *data; +PIX *pixt; +PIXCMAP *cmap; + + PROCNAME("pixColorGray"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (type != L_PAINT_LIGHT && type != L_PAINT_DARK) + return ERROR_INT("invalid type", procName, 1); + + cmap = pixGetColormap(pixs); + pixGetDimensions(pixs, &w, &h, &d); + if (!cmap && d != 8 && d != 32) + return ERROR_INT("pixs not cmapped, 8 bpp or rgb", procName, 1); + if (cmap) + return pixColorGrayCmap(pixs, box, type, rval, gval, bval); + + /* rgb or 8 bpp gray image; check the thresh */ + if (type == L_PAINT_LIGHT) { /* thresh should be low */ + if (thresh >= 255) + return ERROR_INT("thresh must be < 255; else this is a no-op", + procName, 1); + if (thresh > 127) + L_WARNING("threshold set very high\n", procName); + } else { /* type == L_PAINT_DARK; thresh should be high */ + if (thresh <= 0) + return ERROR_INT("thresh must be > 0; else this is a no-op", + procName, 1); + if (thresh < 128) + L_WARNING("threshold set very low\n", procName); + } + + /* In-place conversion to 32 bpp if necessary */ + if (d == 8) { + pixt = pixConvertTo32(pixs); + pixTransferAllData(pixs, &pixt, 1, 0); + } + + if (!box) { + x1 = y1 = 0; + x2 = w; + y2 = h; + } else { + boxGetGeometry(box, &x1, &y1, &bw, &bh); + x2 = x1 + bw - 1; + y2 = y1 + bh - 1; + } + + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + factor = 1. / 255.; + for (i = y1; i <= y2; i++) { + if (i < 0 || i >= h) + continue; + line = data + i * wpl; + for (j = x1; j <= x2; j++) { + if (j < 0 || j >= w) + continue; + val32 = *(line + j); + aveval = ((val32 >> 24) + ((val32 >> 16) & 0xff) + + ((val32 >> 8) & 0xff)) / 3; + if (type == L_PAINT_LIGHT) { + if (aveval < thresh) /* skip sufficiently dark pixels */ + continue; + nrval = (l_int32)(rval * aveval * factor); + ngval = (l_int32)(gval * aveval * factor); + nbval = (l_int32)(bval * aveval * factor); + } else { /* type == L_PAINT_DARK */ + if (aveval > thresh) /* skip sufficiently light pixels */ + continue; + nrval = rval + (l_int32)((255. - rval) * aveval * factor); + ngval = gval + (l_int32)((255. - gval) * aveval * factor); + nbval = bval + (l_int32)((255. - bval) * aveval * factor); + } + composeRGBPixel(nrval, ngval, nbval, &val32); + *(line + j) = val32; + } + } + + return 0; +} + + +/*! + * \brief pixColorGrayMasked() + * + * \param[in] pixs 8 bpp gray, rgb or colormapped image + * \param[in] pixm 1 bpp mask, through which to apply color + * \param[in] type L_PAINT_LIGHT, L_PAINT_DARK + * \param[in] thresh average value below/above which pixel is unchanged + * \param[in] rval, gval, bval new color to paint + * \return pixd colorized, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a new image, where some of the pixels under
+ *          FG in the mask are colorized.
+ *      (2) See pixColorGray() for usage with %type and %thresh.  Note
+ *          that %thresh is only used for rgb; it is ignored for
+ *          colormapped images.  In most cases, the mask will be over
+ *          the darker parts and %type == L_PAINT_DARK.
+ *      (3) If pixs is colormapped this calls pixColorMaskedCmap(),
+ *          which adds colors to the colormap for pixd; it only adds
+ *          colors corresponding to strictly gray colors in the colormap.
+ *          Otherwise, if pixs is 8 bpp gray, pixd will be 32 bpp rgb.
+ *      (4) If pixs is 32 bpp rgb, for each pixel a "gray" value is
+ *          found by averaging.  This average is then used with the
+ *          input rgb target to generate the output pixel values.
+ *      (5) This can be used in conjunction with pixHasHighlightRed() to
+ *          add highlight color to a grayscale image.
+ *
+ */ +PIX * +pixColorGrayMasked(PIX *pixs, + PIX *pixm, + l_int32 type, + l_int32 thresh, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +l_int32 i, j, w, h, d, wm, hm, wmin, hmin, wpl, wplm; +l_int32 nrval, ngval, nbval, aveval; +l_float32 factor; +l_uint32 val32; +l_uint32 *line, *data, *linem, *datam; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixColorGrayMasked"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!pixm || pixGetDepth(pixm) != 1) + return (PIX *)ERROR_PTR("pixm undefined or not 1 bpp", procName, NULL); + if (type != L_PAINT_LIGHT && type != L_PAINT_DARK) + return (PIX *)ERROR_PTR("invalid type", procName, NULL); + + cmap = pixGetColormap(pixs); + pixGetDimensions(pixs, &w, &h, &d); + if (!cmap && d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not cmapped, 8 bpp gray or 32 bpp", + procName, NULL); + if (cmap) { + pixd = pixCopy(NULL, pixs); + pixColorGrayMaskedCmap(pixd, pixm, type, rval, gval, bval); + return pixd; + } + + /* rgb or 8 bpp gray image; check the thresh */ + if (type == L_PAINT_LIGHT) { /* thresh should be low */ + if (thresh >= 255) + return (PIX *)ERROR_PTR( + "thresh must be < 255; else this is a no-op", procName, NULL); + if (thresh > 127) + L_WARNING("threshold set very high\n", procName); + } else { /* type == L_PAINT_DARK; thresh should be high */ + if (thresh <= 0) + return (PIX *)ERROR_PTR( + "thresh must be > 0; else this is a no-op", procName, NULL); + if (thresh < 128) + L_WARNING("threshold set very low\n", procName); + } + + pixGetDimensions(pixm, &wm, &hm, NULL); + if (wm != w) + L_WARNING("wm = %d differs from w = %d\n", procName, wm, w); + if (hm != h) + L_WARNING("hm = %d differs from h = %d\n", procName, hm, h); + wmin = L_MIN(w, wm); + hmin = L_MIN(h, hm); + if (d == 8) + pixd = pixConvertTo32(pixs); + else + pixd = pixCopy(NULL, pixs); + + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + datam = pixGetData(pixm); + wplm = pixGetWpl(pixm); + factor = 1. / 255.; + for (i = 0; i < hmin; i++) { + line = data + i * wpl; + linem = datam + i * wplm; + for (j = 0; j < wmin; j++) { + if (GET_DATA_BIT(linem, j) == 0) + continue; + val32 = *(line + j); + aveval = ((val32 >> 24) + ((val32 >> 16) & 0xff) + + ((val32 >> 8) & 0xff)) / 3; + if (type == L_PAINT_LIGHT) { + if (aveval < thresh) /* skip sufficiently dark pixels */ + continue; + nrval = (l_int32)(rval * aveval * factor); + ngval = (l_int32)(gval * aveval * factor); + nbval = (l_int32)(bval * aveval * factor); + } else { /* type == L_PAINT_DARK */ + if (aveval > thresh) /* skip sufficiently light pixels */ + continue; + nrval = rval + (l_int32)((255. - rval) * aveval * factor); + ngval = gval + (l_int32)((255. - gval) * aveval * factor); + nbval = bval + (l_int32)((255. - bval) * aveval * factor); + } + composeRGBPixel(nrval, ngval, nbval, &val32); + *(line + j) = val32; + } + } + + return pixd; +} + + +/*------------------------------------------------------------------* + * Adjusting one or more colors to a target color * + *------------------------------------------------------------------*/ +/*! + * \brief pixSnapColor() + * + * \param[in] pixd [optional]; either NULL or equal to pixs for in-place + * \param[in] pixs colormapped or 8 bpp gray or 32 bpp rgb + * \param[in] srcval color center to be selected for change: 0xrrggbb00 + * \param[in] dstval target color for pixels: 0xrrggbb00 + * \param[in] diff max absolute difference, applied to all components + * \return pixd with all pixels within diff of pixval set to pixval, + * or pixd on error + * + * 
+ * Notes:
+ *      (1) For inplace operation, call it this way:
+ *           pixSnapColor(pixs, pixs, ... )
+ *      (2) For generating a new pixd:
+ *           pixd = pixSnapColor(NULL, pixs, ...)
+ *      (3) If pixs has a colormap, it is handled by pixSnapColorCmap().
+ *      (4) All pixels within 'diff' of 'srcval', componentwise,
+ *          will be changed to 'dstval'.
+ *
+ */ +PIX * +pixSnapColor(PIX *pixd, + PIX *pixs, + l_uint32 srcval, + l_uint32 dstval, + l_int32 diff) +{ +l_int32 val, sval, dval; +l_int32 rval, gval, bval, rsval, gsval, bsval; +l_int32 i, j, w, h, d, wpl; +l_uint32 pixel; +l_uint32 *line, *data; + + PROCNAME("pixSnapColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or == pixs", procName, pixd); + + if (pixGetColormap(pixs)) + return pixSnapColorCmap(pixd, pixs, srcval, dstval, diff); + + /* pixs does not have a colormap; it must be 8 bpp gray or + * 32 bpp rgb. */ + if (pixGetDepth(pixs) < 8) + return (PIX *)ERROR_PTR("pixs is < 8 bpp", procName, pixd); + + /* Do the work on pixd */ + if (!pixd) + pixd = pixCopy(NULL, pixs); + + pixGetDimensions(pixd, &w, &h, &d); + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + if (d == 8) { + sval = srcval & 0xff; + dval = dstval & 0xff; + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(line, j); + if (L_ABS(val - sval) <= diff) + SET_DATA_BYTE(line, j, dval); + } + } + } else { /* d == 32 */ + extractRGBValues(srcval, &rsval, &gsval, &bsval); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + pixel = *(line + j); + extractRGBValues(pixel, &rval, &gval, &bval); + if ((L_ABS(rval - rsval) <= diff) && + (L_ABS(gval - gsval) <= diff) && + (L_ABS(bval - bsval) <= diff)) + *(line + j) = dstval; /* replace */ + } + } + } + + return pixd; +} + + +/*! + * \brief pixSnapColorCmap() + * + * \param[in] pixd [optional]; either NULL or equal to pixs for in-place + * \param[in] pixs colormapped + * \param[in] srcval color center to be selected for change: 0xrrggbb00 + * \param[in] dstval target color for pixels: 0xrrggbb00 + * \param[in] diff max absolute difference, applied to all components + * \return pixd with all pixels within diff of srcval set to dstval, + * or pixd on error + * + * 
+ * Notes:
+ *      (1) For inplace operation, call it this way:
+ *           pixSnapCcmap(pixs, pixs, ... )
+ *      (2) For generating a new pixd:
+ *           pixd = pixSnapCmap(NULL, pixs, ...)
+ *      (3) pixs must have a colormap.
+ *      (4) All colors within 'diff' of 'srcval', componentwise,
+ *          will be changed to 'dstval'.
+ *
+ */ +PIX * +pixSnapColorCmap(PIX *pixd, + PIX *pixs, + l_uint32 srcval, + l_uint32 dstval, + l_int32 diff) +{ +l_int32 i, ncolors, index, found; +l_int32 rval, gval, bval, rsval, gsval, bsval, rdval, gdval, bdval; +l_int32 *tab; +PIX *pixm; +PIXCMAP *cmap; + + PROCNAME("pixSnapColorCmap"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (!pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("cmap not found", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or == pixs", procName, pixd); + + if (!pixd) + pixd = pixCopy(NULL, pixs); + + /* If no free colors, look for one close to the target + * that can be commandeered. */ + cmap = pixGetColormap(pixd); + ncolors = pixcmapGetCount(cmap); + extractRGBValues(srcval, &rsval, &gsval, &bsval); + extractRGBValues(dstval, &rdval, &gdval, &bdval); + found = FALSE; + if (pixcmapGetFreeCount(cmap) == 0) { + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + if ((L_ABS(rval - rsval) <= diff) && + (L_ABS(gval - gsval) <= diff) && + (L_ABS(bval - bsval) <= diff)) { + index = i; + pixcmapResetColor(cmap, index, rdval, gdval, bdval); + found = TRUE; + break; + } + } + } else { /* just add the new color */ + pixcmapAddColor(cmap, rdval, gdval, bdval); + ncolors = pixcmapGetCount(cmap); + index = ncolors - 1; /* index of new destination color */ + found = TRUE; + } + + if (!found) { + L_INFO("nothing to do\n", procName); + return pixd; + } + + /* For each color in cmap that is close enough to srcval, + * set the tab value to 1. Then generate a 1 bpp mask with + * fg pixels for every pixel in pixd that is close enough + * to srcval (i.e., has value 1 in tab). */ + if ((tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32))) == NULL) + return (PIX *)ERROR_PTR("tab not made", procName, pixd); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + if ((L_ABS(rval - rsval) <= diff) && + (L_ABS(gval - gsval) <= diff) && + (L_ABS(bval - bsval) <= diff)) + tab[i] = 1; + } + pixm = pixMakeMaskFromLUT(pixd, tab); + LEPT_FREE(tab); + + /* Use the binary mask to set all selected pixels to + * the dest color index. */ + pixSetMasked(pixd, pixm, dstval); + pixDestroy(&pixm); + + /* Remove all unused colors from the colormap. */ + pixRemoveUnusedColors(pixd); + + return pixd; +} + + +/*---------------------------------------------------------------------* + * Piecewise linear color mapping based on a source/target pair * + *---------------------------------------------------------------------*/ +/*! + * \brief pixLinearMapToTargetColor() + * + * \param[in] pixd [optional]; either NULL or equal to pixs for in-place + * \param[in] pixs 32 bpp rgb + * \param[in] srcval source color: 0xrrggbb00 + * \param[in] dstval target color: 0xrrggbb00 + * \return pixd with all pixels mapped based on the srcval/destval mapping, + * or pixd on error + * + * 
+ * Notes:
+ *      (1) For each component (r, b, g) separately, this does a piecewise
+ *          linear mapping of the colors in pixs to colors in pixd.
+ *          If rs and rd are the red src and dest components in %srcval and
+ *          %dstval, then the range [0 ... rs] in pixs is mapped to
+ *          [0 ... rd] in pixd.  Likewise, the range [rs ... 255] in pixs
+ *          is mapped to [rd ... 255] in pixd.  And similarly for green
+ *          and blue.
+ *      (2) The mapping will in general change the hue of the pixels.
+ *          However, if the src and dst targets are related by
+ *          a transformation given by pixelFractionalShift(), the hue
+ *          is invariant.
+ *      (3) For inplace operation, call it this way:
+ *            pixLinearMapToTargetColor(pixs, pixs, ... )
+ *      (4) For generating a new pixd:
+ *            pixd = pixLinearMapToTargetColor(NULL, pixs, ...)
+ *
+ */ +PIX * +pixLinearMapToTargetColor(PIX *pixd, + PIX *pixs, + l_uint32 srcval, + l_uint32 dstval) +{ +l_int32 i, j, w, h, wpl; +l_int32 rval, gval, bval, rsval, gsval, bsval, rdval, gdval, bdval; +l_int32 *rtab, *gtab, *btab; +l_uint32 pixel; +l_uint32 *line, *data; + + PROCNAME("pixLinearMapToTargetColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or == pixs", procName, pixd); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs is not 32 bpp", procName, pixd); + + /* Do the work on pixd */ + if (!pixd) + pixd = pixCopy(NULL, pixs); + + extractRGBValues(srcval, &rsval, &gsval, &bsval); + extractRGBValues(dstval, &rdval, &gdval, &bdval); + rsval = L_MIN(254, L_MAX(1, rsval)); + gsval = L_MIN(254, L_MAX(1, gsval)); + bsval = L_MIN(254, L_MAX(1, bsval)); + rtab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + gtab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + btab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + if (!rtab || !gtab || !btab) + return (PIX *)ERROR_PTR("calloc fail for tab", procName, pixd); + for (i = 0; i < 256; i++) { + if (i <= rsval) + rtab[i] = (i * rdval) / rsval; + else + rtab[i] = rdval + ((255 - rdval) * (i - rsval)) / (255 - rsval); + if (i <= gsval) + gtab[i] = (i * gdval) / gsval; + else + gtab[i] = gdval + ((255 - gdval) * (i - gsval)) / (255 - gsval); + if (i <= bsval) + btab[i] = (i * bdval) / bsval; + else + btab[i] = bdval + ((255 - bdval) * (i - bsval)) / (255 - bsval); + } + pixGetDimensions(pixd, &w, &h, NULL); + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + pixel = line[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + composeRGBPixel(rtab[rval], gtab[gval], btab[bval], &pixel); + line[j] = pixel; + } + } + + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; +} + + +/*! + * \brief pixelLinearMapToTargetColor() + * + * \param[in] scolor rgb source color: 0xrrggbb00 + * \param[in] srcmap source mapping color: 0xrrggbb00 + * \param[in] dstmap target mapping color: 0xrrggbb00 + * \param[out] pdcolor rgb dest color: 0xrrggbb00 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This does this does a piecewise linear mapping of each
+ *          component of %scolor to %dcolor, based on the relation
+ *          between the components of %srcmap and %dstmap.  It is the
+ *          same transformation, performed on a single color, as mapped
+ *          on every pixel in a pix by pixLinearMapToTargetColor().
+ *      (2) For each component, if the sval is larger than the smap,
+ *          the dval will be pushed up from dmap towards white.
+ *          Otherwise, dval will be pushed down from dmap towards black.
+ *          This is because you can visualize the transformation as
+ *          a linear stretching where smap moves to dmap, and everything
+ *          else follows linearly with 0 and 255 fixed.
+ *      (3) The mapping will in general change the hue of %scolor.
+ *          However, if the %srcmap and %dstmap targets are related by
+ *          a transformation given by pixelFractionalShift(), the hue
+ *          will be invariant.
+ *
+ */ +l_ok +pixelLinearMapToTargetColor(l_uint32 scolor, + l_uint32 srcmap, + l_uint32 dstmap, + l_uint32 *pdcolor) +{ +l_int32 srval, sgval, sbval, drval, dgval, dbval; +l_int32 srmap, sgmap, sbmap, drmap, dgmap, dbmap; + + PROCNAME("pixelLinearMapToTargetColor"); + + if (!pdcolor) + return ERROR_INT("&dcolor not defined", procName, 1); + *pdcolor = 0; + + extractRGBValues(scolor, &srval, &sgval, &sbval); + extractRGBValues(srcmap, &srmap, &sgmap, &sbmap); + extractRGBValues(dstmap, &drmap, &dgmap, &dbmap); + srmap = L_MIN(254, L_MAX(1, srmap)); + sgmap = L_MIN(254, L_MAX(1, sgmap)); + sbmap = L_MIN(254, L_MAX(1, sbmap)); + + if (srval <= srmap) + drval = (srval * drmap) / srmap; + else + drval = drmap + ((255 - drmap) * (srval - srmap)) / (255 - srmap); + if (sgval <= sgmap) + dgval = (sgval * dgmap) / sgmap; + else + dgval = dgmap + ((255 - dgmap) * (sgval - sgmap)) / (255 - sgmap); + if (sbval <= sbmap) + dbval = (sbval * dbmap) / sbmap; + else + dbval = dbmap + ((255 - dbmap) * (sbval - sbmap)) / (255 - sbmap); + + composeRGBPixel(drval, dgval, dbval, pdcolor); + return 0; +} + + +/*------------------------------------------------------------------* + * Fractional shift of RGB towards black or white * + *------------------------------------------------------------------*/ +/*! + * \brief pixShiftByComponent() + * + * \param[in] pixd [optional]; either NULL or equal to pixs for in-place + * \param[in] pixs 32 bpp rgb + * \param[in] srcval source color: 0xrrggbb00 + * \param[in] dstval target color: 0xrrggbb00 + * \return pixd with all pixels mapped based on the srcval/destval mapping, + * or pixd on error + * + * 
+ * Notes:
+ *      (1) For each component (r, b, g) separately, this does a linear
+ *          mapping of the colors in pixs to colors in pixd.
+ *          Let rs and rd be the red src and dest components in %srcval and
+ *          %dstval, and rval is the red component of the src pixel.
+ *          Then for all pixels in pixs, the mapping for the red
+ *          component from pixs to pixd is:
+ *             if (rd <= rs)   (shift toward black)
+ *                 rval --> (rd/rs) * rval
+ *             if (rd > rs)    (shift toward white)
+ *                (255 - rval) --> ((255 - rs)/(255 - rd)) * (255 - rval)
+ *          Thus if rd <= rs, the red component of all pixels is
+ *          mapped by the same fraction toward white, and if rd > rs,
+ *          they are mapped by the same fraction toward black.
+ *          This is essentially a different linear TRC (gamma = 1)
+ *          for each component.  The source and target color inputs are
+ *          just used to generate the three fractions.
+ *      (2) Note that this mapping differs from that in
+ *          pixLinearMapToTargetColor(), which maps rs --> rd and does
+ *          a piecewise stretching in between.
+ *      (3) For inplace operation, call it this way:
+ *            pixFractionalShiftByComponent(pixs, pixs, ... )
+ *      (4) For generating a new pixd:
+ *            pixd = pixLinearMapToTargetColor(NULL, pixs, ...)
+ *      (5) A simple application is to color a grayscale image.
+ *          A light background can be colored using srcval = 0xffffff00
+ *          and picking a target background color for dstval.
+ *          A dark foreground can be colored by using srcval = 0x0
+ *          and choosing a target foreground color for dstval.
+ *
+ */ +PIX * +pixShiftByComponent(PIX *pixd, + PIX *pixs, + l_uint32 srcval, + l_uint32 dstval) +{ +l_int32 i, j, w, h, wpl; +l_int32 rval, gval, bval, rsval, gsval, bsval, rdval, gdval, bdval; +l_int32 *rtab, *gtab, *btab; +l_uint32 pixel; +l_uint32 *line, *data; +PIXCMAP *cmap; + + PROCNAME("pixShiftByComponent"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or == pixs", procName, pixd); + if (pixGetDepth(pixs) != 32 && !pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, pixd); + + /* Do the work on pixd */ + if (!pixd) + pixd = pixCopy(NULL, pixs); + + /* If colormapped, just modify it */ + if ((cmap = pixGetColormap(pixd)) != NULL) { + pixcmapShiftByComponent(cmap, srcval, dstval); + return pixd; + } + + extractRGBValues(srcval, &rsval, &gsval, &bsval); + extractRGBValues(dstval, &rdval, &gdval, &bdval); + rtab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + gtab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + btab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + if (!rtab || !gtab || !btab) { + L_ERROR("calloc fail for tab\n", procName); + goto cleanup; + } + for (i = 0; i < 256; i++) { + if (rdval == rsval) + rtab[i] = i; + else if (rdval < rsval) + rtab[i] = (i * rdval) / rsval; + else + rtab[i] = 255 - (255 - rdval) * (255 - i) / (255 - rsval); + if (gdval == gsval) + gtab[i] = i; + else if (gdval < gsval) + gtab[i] = (i * gdval) / gsval; + else + gtab[i] = 255 - (255 - gdval) * (255 - i) / (255 - gsval); + if (bdval == bsval) + btab[i] = i; + else if (bdval < bsval) + btab[i] = (i * bdval) / bsval; + else + btab[i] = 255 - (255 - bdval) * (255 - i) / (255 - bsval); + } + pixGetDimensions(pixd, &w, &h, NULL); + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + pixel = line[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + composeRGBPixel(rtab[rval], gtab[gval], btab[bval], &pixel); + line[j] = pixel; + } + } + +cleanup: + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; +} + + +/*! + * \brief pixelShiftByComponent() + * + * \param[in] rval, gval, bval + * \param[in] srcval source color: 0xrrggbb00 + * \param[in] dstval target color: 0xrrggbb00 + * \param[out] ppixel rgb value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a linear transformation that gives the same result
+ *          on a single pixel as pixShiftByComponent() gives
+ *          on a pix.  Each component is handled separately.  If
+ *          the dest component is larger than the src, then the
+ *          component is pushed toward 255 by the same fraction as
+ *          the src --> dest shift.
+ *
+ */ +l_ok +pixelShiftByComponent(l_int32 rval, + l_int32 gval, + l_int32 bval, + l_uint32 srcval, + l_uint32 dstval, + l_uint32 *ppixel) +{ +l_int32 rsval, rdval, gsval, gdval, bsval, bdval, rs, gs, bs; + + PROCNAME("pixelShiftByComponent"); + + if (!ppixel) + return ERROR_INT("&pixel defined", procName, 1); + + extractRGBValues(srcval, &rsval, &gsval, &bsval); + extractRGBValues(dstval, &rdval, &gdval, &bdval); + if (rdval == rsval) + rs = rval; + else if (rdval < rsval) + rs = (rval * rdval) / rsval; + else + rs = 255 - (255 - rdval) * (255 - rval) / (255 - rsval); + if (gdval == gsval) + gs = gval; + else if (gdval < gsval) + gs = (gval * gdval) / gsval; + else + gs = 255 - (255 - gdval) * (255 - gval) / (255 - gsval); + if (bdval == bsval) + bs = bval; + else if (bdval < bsval) + bs = (bval * bdval) / bsval; + else + bs = 255 - (255 - bdval) * (255 - bval) / (255 - bsval); + composeRGBPixel(rs, gs, bs, ppixel); + return 0; +} + + +/*! + * \brief pixelFractionalShift() + * + * \param[in] rval, gval, bval + * \param[in] fraction negative toward black; positive toward white + * \param[out] ppixel rgb value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This transformation leaves the hue invariant, while changing
+ *          the saturation and intensity.  It can be used for that
+ *          purpose in pixLinearMapToTargetColor().
+ *      (2) %fraction is in the range [-1 .... +1].  If %fraction < 0,
+ *          saturation is increased and brightness is reduced.  The
+ *          opposite results if %fraction > 0.  If %fraction == -1,
+ *          the resulting pixel is black; %fraction == 1 results in white.
+ *
+ */ +l_ok +pixelFractionalShift(l_int32 rval, + l_int32 gval, + l_int32 bval, + l_float32 fraction, + l_uint32 *ppixel) +{ +l_int32 nrval, ngval, nbval; + + PROCNAME("pixelFractionalShift"); + + if (!ppixel) + return ERROR_INT("&pixel defined", procName, 1); + if (fraction < -1.0 || fraction > 1.0) + return ERROR_INT("fraction not in [-1 ... +1]", procName, 1); + + nrval = (fraction < 0) ? (l_int32)((1.0 + fraction) * rval + 0.5) : + rval + (l_int32)(fraction * (255 - rval) + 0.5); + ngval = (fraction < 0) ? (l_int32)((1.0 + fraction) * gval + 0.5) : + gval + (l_int32)(fraction * (255 - gval) + 0.5); + nbval = (fraction < 0) ? (l_int32)((1.0 + fraction) * bval + 0.5) : + bval + (l_int32)(fraction * (255 - bval) + 0.5); + composeRGBPixel(nrval, ngval, nbval, ppixel); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/colormap.c b/3rdparty/hgOCR/leptonica/colormap.c new file mode 100644 index 00000000..853feaa4 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/colormap.c @@ -0,0 +1,2303 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file colormap.c + * 
+ *
+ *      Colormap creation, copy, destruction, addition
+ *           PIXCMAP    *pixcmapCreate()
+ *           PIXCMAP    *pixcmapCreateRandom()
+ *           PIXCMAP    *pixcmapCreateLinear()
+ *           PIXCMAP    *pixcmapCopy()
+ *           void        pixcmapDestroy()
+ *           l_int32     pixcmapIsValid()
+ *           l_int32     pixcmapAddColor()
+ *           l_int32     pixcmapAddRGBA()
+ *           l_int32     pixcmapAddNewColor()
+ *           l_int32     pixcmapAddNearestColor()
+ *           l_int32     pixcmapUsableColor()
+ *           l_int32     pixcmapAddBlackOrWhite()
+ *           l_int32     pixcmapSetBlackAndWhite()
+ *           l_int32     pixcmapGetCount()
+ *           l_int32     pixcmapGetDepth()
+ *           l_int32     pixcmapGetMinDepth()
+ *           l_int32     pixcmapGetFreeCount()
+ *           l_int32     pixcmapClear()
+ *
+ *      Colormap random access and test
+ *           l_int32     pixcmapGetColor()
+ *           l_int32     pixcmapGetColor32()
+ *           l_int32     pixcmapGetRGBA()
+ *           l_int32     pixcmapGetRGBA32()
+ *           l_int32     pixcmapResetColor()
+ *           l_int32     pixcmapSetAlpha()
+ *           l_int32     pixcmapGetIndex()
+ *           l_int32     pixcmapHasColor()
+ *           l_int32     pixcmapIsOpaque()
+ *           l_int32     pixcmapIsBlackAndWhite()
+ *           l_int32     pixcmapCountGrayColors()
+ *           l_int32     pixcmapGetRankIntensity()
+ *           l_int32     pixcmapGetNearestIndex()
+ *           l_int32     pixcmapGetNearestGrayIndex()
+ *           l_int32     pixcmapGetDistanceToColor()
+ *           l_int32     pixcmapGetRangeValues()
+ *
+ *      Colormap conversion
+ *           PIXCMAP    *pixcmapGrayToColor()
+ *           PIXCMAP    *pixcmapColorToGray()
+ *           PIXCMAP    *pixcmapConvertTo4()
+ *           PIXCMAP    *pixcmapConvertTo8()
+ *
+ *      Colormap I/O
+ *           l_int32     pixcmapRead()
+ *           l_int32     pixcmapReadStream()
+ *           l_int32     pixcmapReadMem()
+ *           l_int32     pixcmapWrite()
+ *           l_int32     pixcmapWriteStream()
+ *           l_int32     pixcmapWriteMem()
+ *
+ *      Extract colormap arrays and serialization
+ *           l_int32     pixcmapToArrays()
+ *           l_int32     pixcmapToRGBTable()
+ *           l_int32     pixcmapSerializeToMemory()
+ *           PIXCMAP    *pixcmapDeserializeFromMemory()
+ *           char       *pixcmapConvertToHex()
+ *
+ *      Colormap transforms
+ *           l_int32     pixcmapGammaTRC()
+ *           l_int32     pixcmapContrastTRC()
+ *           l_int32     pixcmapShiftIntensity()
+ *           l_int32     pixcmapShiftByComponent()
+ *
+ *  Note:
+ *      (1) colormaps in leptonica have a maximum of 256 entries.
+ *      (2) nalloc, the allocated size of the palette array, is related
+ *          to the depth d of the pixels by:
+ *                 nalloc = 2^(d)
+ *       
+ *
+ */ + +#include +#include "allheaders.h" + +/*-------------------------------------------------------------* + * Colormap creation and addition * + *-------------------------------------------------------------*/ +/*! + * \brief pixcmapCreate() + * + * \param[in] depth of pix, in bpp + * \return cmap, or NULL on error + */ +PIXCMAP * +pixcmapCreate(l_int32 depth) +{ +RGBA_QUAD *cta; +PIXCMAP *cmap; + + PROCNAME("pixcmapCreate"); + + if (depth != 1 && depth != 2 && depth !=4 && depth != 8) + return (PIXCMAP *)ERROR_PTR("depth not in {1,2,4,8}", procName, NULL); + + cmap = (PIXCMAP *)LEPT_CALLOC(1, sizeof(PIXCMAP)); + cmap->depth = depth; + cmap->nalloc = 1 << depth; + cta = (RGBA_QUAD *)LEPT_CALLOC(cmap->nalloc, sizeof(RGBA_QUAD)); + cmap->array = cta; + cmap->n = 0; + return cmap; +} + + +/*! + * \brief pixcmapCreateRandom() + * + * \param[in] depth of pix, in bpp: 2, 4 or 8 + * \param[in] hasblack 1 if the first color is black; 0 if no black + * \param[in] haswhite 1 if the last color is white; 0 if no white + * \return cmap, or NULL on error + * + * 
+ * Notes:
+ *      (1) This sets up a colormap with random colors,
+ *          where the first color is optionally black, the last color
+ *          is optionally white, and the remaining colors are
+ *          chosen randomly.
+ *      (2) The number of randomly chosen colors is:
+ *               2^(depth) - haswhite - hasblack
+ *      (3) Because rand() is seeded, it might disrupt otherwise
+ *          deterministic results if also used elsewhere in a program.
+ *      (4) rand() is not threadsafe, and will generate garbage if run
+ *          on multiple threads at once -- though garbage is generally
+ *          what you want from a random number generator!
+ *      (5) Modern rand()s have equal randomness in low and high order
+ *          bits, but older ones don't.  Here, we're just using rand()
+ *          to choose colors for output.
+ *
+ */ +PIXCMAP * +pixcmapCreateRandom(l_int32 depth, + l_int32 hasblack, + l_int32 haswhite) +{ +l_int32 ncolors, i; +l_int32 red[256], green[256], blue[256]; +PIXCMAP *cmap; + + PROCNAME("pixcmapCreateRandom"); + + if (depth != 2 && depth != 4 && depth != 8) + return (PIXCMAP *)ERROR_PTR("depth not in {2, 4, 8}", procName, NULL); + if (hasblack != 0) hasblack = 1; + if (haswhite != 0) haswhite = 1; + + cmap = pixcmapCreate(depth); + ncolors = 1 << depth; + if (hasblack) /* first color is optionally black */ + pixcmapAddColor(cmap, 0, 0, 0); + for (i = hasblack; i < ncolors - haswhite; i++) { + red[i] = (l_uint32)rand() & 0xff; + green[i] = (l_uint32)rand() & 0xff; + blue[i] = (l_uint32)rand() & 0xff; + pixcmapAddColor(cmap, red[i], green[i], blue[i]); + } + if (haswhite) /* last color is optionally white */ + pixcmapAddColor(cmap, 255, 255, 255); + + return cmap; +} + + +/*! + * \brief pixcmapCreateLinear() + * + * \param[in] d depth of pix for this colormap; 1, 2, 4 or 8 + * \param[in] nlevels valid in range [2, 2^d] + * \return cmap, or NULL on error + * + * 
+ * Notes:
+ *      (1) Colormap has equally spaced gray color values
+ *          from black (0, 0, 0) to white (255, 255, 255).
+ *
+ */ +PIXCMAP * +pixcmapCreateLinear(l_int32 d, + l_int32 nlevels) +{ +l_int32 maxlevels, i, val; +PIXCMAP *cmap; + + PROCNAME("pixcmapCreateLinear"); + + if (d != 1 && d != 2 && d !=4 && d != 8) + return (PIXCMAP *)ERROR_PTR("d not in {1, 2, 4, 8}", procName, NULL); + maxlevels = 1 << d; + if (nlevels < 2 || nlevels > maxlevels) + return (PIXCMAP *)ERROR_PTR("invalid nlevels", procName, NULL); + + cmap = pixcmapCreate(d); + for (i = 0; i < nlevels; i++) { + val = (255 * i) / (nlevels - 1); + pixcmapAddColor(cmap, val, val, val); + } + return cmap; +} + + +/*! + * \brief pixcmapCopy() + * + * \param[in] cmaps + * \return cmapd, or NULL on error + */ +PIXCMAP * +pixcmapCopy(const PIXCMAP *cmaps) +{ +l_int32 nbytes, valid; +PIXCMAP *cmapd; + + PROCNAME("pixcmapCopy"); + + if (!cmaps) + return (PIXCMAP *)ERROR_PTR("cmaps not defined", procName, NULL); + pixcmapIsValid(cmaps, &valid); + if (!valid) + return (PIXCMAP *)ERROR_PTR("invalid cmap", procName, NULL); + + cmapd = (PIXCMAP *)LEPT_CALLOC(1, sizeof(PIXCMAP)); + nbytes = cmaps->nalloc * sizeof(RGBA_QUAD); + cmapd->array = (void *)LEPT_CALLOC(1, nbytes); + memcpy(cmapd->array, cmaps->array, cmaps->n * sizeof(RGBA_QUAD)); + cmapd->n = cmaps->n; + cmapd->nalloc = cmaps->nalloc; + cmapd->depth = cmaps->depth; + return cmapd; +} + + +/*! + * \brief pixcmapDestroy() + * + * \param[in,out] pcmap set to null on return + * \return void + */ +void +pixcmapDestroy(PIXCMAP **pcmap) +{ +PIXCMAP *cmap; + + PROCNAME("pixcmapDestroy"); + + if (pcmap == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((cmap = *pcmap) == NULL) + return; + + LEPT_FREE(cmap->array); + LEPT_FREE(cmap); + *pcmap = NULL; + return; +} + +/*! + * \brief pixcmapIsValid() + * + * \param[in] cmap + * \param[out] pvalid return 1 if valid; 0 if not + * \return 0 if OK, 1 on error or if cmap is not valid + */ +l_ok +pixcmapIsValid(const PIXCMAP *cmap, + l_int32 *pvalid) +{ +l_int32 d; + + PROCNAME("pixcmapIsValid"); + + if (!pvalid) + return ERROR_INT("&valid not defined", procName, 1); + *pvalid = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (!cmap->array) + return ERROR_INT("cmap array not defined", procName, 1); + d = cmap->depth; + if (d !=1 && d != 2 && d != 4 && d != 8) { + L_ERROR("invalid cmap depth: %d\n", procName, d); + return 1; + } + if (cmap->nalloc < 2 || cmap->nalloc > 256) { + L_ERROR("invalid cmap nalloc: %d\n", procName, cmap->nalloc); + return 1; + } + if (cmap->n < 0 || cmap->n > 256 || cmap->n > cmap->nalloc) { + L_ERROR("invalid cmap n: %d (nalloc = %d)\n", procName, + cmap->n, cmap->nalloc); + return 1; + } + *pvalid = 1; + return 0; +} + + +/*! + * \brief pixcmapAddColor() + * + * \param[in] cmap + * \param[in] rval, gval, bval colormap entry to be added; each number + * is in range [0, ... 255] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This always adds the color if there is room.
+ *      (2) The alpha component is 255 (opaque)
+ *
+ */ +l_ok +pixcmapAddColor(PIXCMAP *cmap, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +RGBA_QUAD *cta; + + PROCNAME("pixcmapAddColor"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (cmap->n >= cmap->nalloc) + return ERROR_INT("no free color entries", procName, 1); + + cta = (RGBA_QUAD *)cmap->array; + cta[cmap->n].red = rval; + cta[cmap->n].green = gval; + cta[cmap->n].blue = bval; + cta[cmap->n].alpha = 255; + cmap->n++; + return 0; +} + + +/*! + * \brief pixcmapAddRGBA() + * + * \param[in] cmap + * \param[in] rval, gval, bval, aval colormap entry to be added; + * each number is in range [0, ... 255] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This always adds the color if there is room.
+ *
+ */ +l_ok +pixcmapAddRGBA(PIXCMAP *cmap, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 aval) +{ +RGBA_QUAD *cta; + + PROCNAME("pixcmapAddRGBA"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (cmap->n >= cmap->nalloc) + return ERROR_INT("no free color entries", procName, 1); + + cta = (RGBA_QUAD *)cmap->array; + cta[cmap->n].red = rval; + cta[cmap->n].green = gval; + cta[cmap->n].blue = bval; + cta[cmap->n].alpha = aval; + cmap->n++; + return 0; +} + + +/*! + * \brief pixcmapAddNewColor() + * + * \param[in] cmap + * \param[in] rval, gval, bval colormap entry to be added; each number + * is in range [0, ... 255] + * \param[out] pindex index of color + * \return 0 if OK, 1 on error; 2 if unable to add color + * + * 
+ * Notes:
+ *      (1) This only adds color if not already there.
+ *      (2) The alpha component is 255 (opaque)
+ *      (3) This returns the index of the new (or existing) color.
+ *      (4) Returns 2 with a warning if unable to add this color;
+ *          the caller should check the return value.
+ *
+ */ +l_ok +pixcmapAddNewColor(PIXCMAP *cmap, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *pindex) +{ + PROCNAME("pixcmapAddNewColor"); + + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + *pindex = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + /* Check if the color is already present. */ + if (!pixcmapGetIndex(cmap, rval, gval, bval, pindex)) /* found */ + return 0; + + /* We need to add the color. Is there room? */ + if (cmap->n >= cmap->nalloc) { + L_WARNING("no free color entries\n", procName); + return 2; + } + + /* There's room. Add it. */ + pixcmapAddColor(cmap, rval, gval, bval); + *pindex = pixcmapGetCount(cmap) - 1; + return 0; +} + + +/*! + * \brief pixcmapAddNearestColor() + * + * \param[in] cmap + * \param[in] rval, gval, bval colormap entry to be added; each number + * is in range [0, ... 255] + * \param[out] pindex index of color + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This only adds color if not already there.
+ *      (2) The alpha component is 255 (opaque)
+ *      (3) If it's not in the colormap and there is no room to add
+ *          another color, this returns the index of the nearest color.
+ *
+ */ +l_ok +pixcmapAddNearestColor(PIXCMAP *cmap, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *pindex) +{ + PROCNAME("pixcmapAddNearestColor"); + + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + *pindex = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + /* Check if the color is already present. */ + if (!pixcmapGetIndex(cmap, rval, gval, bval, pindex)) /* found */ + return 0; + + /* We need to add the color. Is there room? */ + if (cmap->n < cmap->nalloc) { + pixcmapAddColor(cmap, rval, gval, bval); + *pindex = pixcmapGetCount(cmap) - 1; + return 0; + } + + /* There's no room. Return the index of the nearest color */ + pixcmapGetNearestIndex(cmap, rval, gval, bval, pindex); + return 0; +} + + +/*! + * \brief pixcmapUsableColor() + * + * \param[in] cmap + * \param[in] rval, gval, bval colormap entry to be added; each number + * is in range [0, ... 255] + * \param[out] pusable 1 if usable; 0 if not + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This checks if the color already exists or if there is
+ *          room to add it.  It makes no change in the colormap.
+ *
+ */ +l_ok +pixcmapUsableColor(PIXCMAP *cmap, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *pusable) +{ +l_int32 index; + + PROCNAME("pixcmapUsableColor"); + + if (!pusable) + return ERROR_INT("&usable not defined", procName, 1); + *pusable = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + /* Is there room to add it? */ + if (cmap->n < cmap->nalloc) { + *pusable = 1; + return 0; + } + + /* No room; check if the color is already present. */ + if (!pixcmapGetIndex(cmap, rval, gval, bval, &index)) /* found */ + *pusable = 1; + return 0; +} + + +/*! + * \brief pixcmapAddBlackOrWhite() + * + * \param[in] cmap + * \param[in] color 0 for black, 1 for white + * \param[out] pindex [optional] index of color; can be null + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This only adds color if not already there.
+ *      (2) The alpha component is 255 (opaque)
+ *      (3) This sets index to the requested color.
+ *      (4) If there is no room in the colormap, returns the index
+ *          of the closest color.
+ *
+ */ +l_ok +pixcmapAddBlackOrWhite(PIXCMAP *cmap, + l_int32 color, + l_int32 *pindex) +{ +l_int32 index; + + PROCNAME("pixcmapAddBlackOrWhite"); + + if (pindex) *pindex = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + if (color == 0) { /* black */ + if (pixcmapGetFreeCount(cmap) > 0) + pixcmapAddNewColor(cmap, 0, 0, 0, &index); + else + pixcmapGetRankIntensity(cmap, 0.0, &index); + } else { /* white */ + if (pixcmapGetFreeCount(cmap) > 0) + pixcmapAddNewColor(cmap, 255, 255, 255, &index); + else + pixcmapGetRankIntensity(cmap, 1.0, &index); + } + + if (pindex) + *pindex = index; + return 0; +} + + +/*! + * \brief pixcmapSetBlackAndWhite() + * + * \param[in] cmap + * \param[in] setblack 0 for no operation; 1 to set darkest color to black + * \param[in] setwhite 0 for no operation; 1 to set lightest color to white + * \return 0 if OK, 1 on error + */ +l_ok +pixcmapSetBlackAndWhite(PIXCMAP *cmap, + l_int32 setblack, + l_int32 setwhite) +{ +l_int32 index; + + PROCNAME("pixcmapSetBlackAndWhite"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + if (setblack) { + pixcmapGetRankIntensity(cmap, 0.0, &index); + pixcmapResetColor(cmap, index, 0, 0, 0); + } + if (setwhite) { + pixcmapGetRankIntensity(cmap, 1.0, &index); + pixcmapResetColor(cmap, index, 255, 255, 255); + } + return 0; +} + + +/*! + * \brief pixcmapGetCount() + * + * \param[in] cmap + * \return count, or 0 on error + */ +l_int32 +pixcmapGetCount(const PIXCMAP *cmap) +{ + PROCNAME("pixcmapGetCount"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 0); + return cmap->n; +} + + +/*! + * \brief pixcmapGetFreeCount() + * + * \param[in] cmap + * \return free entries, or 0 on error + */ +l_int32 +pixcmapGetFreeCount(PIXCMAP *cmap) +{ + PROCNAME("pixcmapGetFreeCount"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 0); + return (cmap->nalloc - cmap->n); +} + + +/*! + * \brief pixcmapGetDepth() + * + * \param[in] cmap + * \return depth, or 0 on error + */ +l_int32 +pixcmapGetDepth(PIXCMAP *cmap) +{ + PROCNAME("pixcmapGetDepth"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 0); + return cmap->depth; +} + + +/*! + * \brief pixcmapGetMinDepth() + * + * \param[in] cmap + * \param[out] pmindepth minimum depth to support the colormap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) On error, &mindepth is returned as 0.
+ *
+ */ +l_ok +pixcmapGetMinDepth(PIXCMAP *cmap, + l_int32 *pmindepth) +{ +l_int32 ncolors; + + PROCNAME("pixcmapGetMinDepth"); + + if (!pmindepth) + return ERROR_INT("&mindepth not defined", procName, 1); + *pmindepth = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + if (ncolors <= 4) + *pmindepth = 2; + else if (ncolors <= 16) + *pmindepth = 4; + else /* ncolors > 16 */ + *pmindepth = 8; + return 0; +} + + +/*! + * \brief pixcmapClear() + * + * \param[in] cmap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This removes the colors by setting the count to 0.
+ *
+ */ +l_ok +pixcmapClear(PIXCMAP *cmap) +{ + PROCNAME("pixcmapClear"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + cmap->n = 0; + return 0; +} + + +/*-------------------------------------------------------------* + * Colormap random access * + *-------------------------------------------------------------*/ +/*! + * \brief pixcmapGetColor() + * + * \param[in] cmap + * \param[in] index + * \param[out] prval, pgval, pbval each color value + * \return 0 if OK, 1 if not accessible caller should check + */ +l_ok +pixcmapGetColor(PIXCMAP *cmap, + l_int32 index, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +RGBA_QUAD *cta; + + PROCNAME("pixcmapGetColor"); + + if (!prval || !pgval || !pbval) + return ERROR_INT("&rval, &gval, &bval not all defined", procName, 1); + *prval = *pgval = *pbval = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (index < 0 || index >= cmap->n) + return ERROR_INT("index out of bounds", procName, 1); + + cta = (RGBA_QUAD *)cmap->array; + *prval = cta[index].red; + *pgval = cta[index].green; + *pbval = cta[index].blue; + return 0; +} + + +/*! + * \brief pixcmapGetColor32() + * + * \param[in] cmap + * \param[in] index + * \param[out] pval32 32-bit rgb color value + * \return 0 if OK, 1 if not accessible caller should check + * + * 
+ * Notes:
+ *      (1) The returned alpha channel value is 255.
+ *
+ */ +l_ok +pixcmapGetColor32(PIXCMAP *cmap, + l_int32 index, + l_uint32 *pval32) +{ +l_int32 rval, gval, bval; + + PROCNAME("pixcmapGetColor32"); + + if (!pval32) + return ERROR_INT("&val32 not defined", procName, 1); + *pval32 = 0; + + if (pixcmapGetColor(cmap, index, &rval, &gval, &bval) != 0) + return ERROR_INT("rgb values not found", procName, 1); + composeRGBAPixel(rval, gval, bval, 255, pval32); + return 0; +} + + +/*! + * \brief pixcmapGetRGBA() + * + * \param[in] cmap + * \param[in] index + * \param[out] prval, pgval, pbval, paval each color value + * \return 0 if OK, 1 if not accessible caller should check + */ +l_ok +pixcmapGetRGBA(PIXCMAP *cmap, + l_int32 index, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval, + l_int32 *paval) +{ +RGBA_QUAD *cta; + + PROCNAME("pixcmapGetRGBA"); + + if (!prval || !pgval || !pbval || !paval) + return ERROR_INT("&rval, &gval, &bval, &aval not all defined", + procName, 1); + *prval = *pgval = *pbval = *paval = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (index < 0 || index >= cmap->n) + return ERROR_INT("index out of bounds", procName, 1); + + cta = (RGBA_QUAD *)cmap->array; + *prval = cta[index].red; + *pgval = cta[index].green; + *pbval = cta[index].blue; + *paval = cta[index].alpha; + return 0; +} + + +/*! + * \brief pixcmapGetRGBA32() + * + * \param[in] cmap + * \param[in] index + * \param[out] pval32 32-bit rgba color value + * \return 0 if OK, 1 if not accessible caller should check + */ +l_ok +pixcmapGetRGBA32(PIXCMAP *cmap, + l_int32 index, + l_uint32 *pval32) +{ +l_int32 rval, gval, bval, aval; + + PROCNAME("pixcmapGetRGBA32"); + + if (!pval32) + return ERROR_INT("&val32 not defined", procName, 1); + *pval32 = 0; + + if (pixcmapGetRGBA(cmap, index, &rval, &gval, &bval, &aval) != 0) + return ERROR_INT("rgba values not found", procName, 1); + composeRGBAPixel(rval, gval, bval, aval, pval32); + return 0; +} + + +/*! + * \brief pixcmapResetColor() + * + * \param[in] cmap + * \param[in] index + * \param[in] rval, gval, bval colormap entry to be reset; each number + * is in range [0, ... 255] + * \return 0 if OK, 1 if not accessible caller should check + * + * 
+ * Notes:
+ *      (1) This resets sets the color of an entry that has already
+ *          been set and included in the count of colors.
+ *      (2) The alpha component is 255 (opaque)
+ *
+ */ +l_ok +pixcmapResetColor(PIXCMAP *cmap, + l_int32 index, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +RGBA_QUAD *cta; + + PROCNAME("pixcmapResetColor"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (index < 0 || index >= cmap->n) + return ERROR_INT("index out of bounds", procName, 1); + + cta = (RGBA_QUAD *)cmap->array; + cta[index].red = rval; + cta[index].green = gval; + cta[index].blue = bval; + cta[index].alpha = 255; + return 0; +} + + +/*! + * \brief pixcmapSetAlpha() + * + * \param[in] cmap + * \param[in] index + * \param[in] aval in range [0, ... 255] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This modifies the transparency of one entry in a colormap.
+ *          The alpha component by default is 255 (opaque).
+ *          This is used when extracting the colormap from a PNG file
+ *          without decoding the image.
+ *
+ */ +l_ok +pixcmapSetAlpha(PIXCMAP *cmap, + l_int32 index, + l_int32 aval) +{ +RGBA_QUAD *cta; + + PROCNAME("pixcmapSetAlpha"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (index < 0 || index >= cmap->n) + return ERROR_INT("index out of bounds", procName, 1); + + cta = (RGBA_QUAD *)cmap->array; + cta[index].alpha = aval; + return 0; +} + + +/*! + * \brief pixcmapGetIndex() + * + * \param[in] cmap + * \param[in] rval, gval, bval colormap colors to search for; each number + * is in range [0, ... 255] + * \param[out] pindex value of index found + * \return 0 if found, 1 if not found caller must check + */ +l_int32 +pixcmapGetIndex(PIXCMAP *cmap, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *pindex) +{ +l_int32 n, i; +RGBA_QUAD *cta; + + PROCNAME("pixcmapGetIndex"); + + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + *pindex = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + n = pixcmapGetCount(cmap); + + cta = (RGBA_QUAD *)cmap->array; + for (i = 0; i < n; i++) { + if (rval == cta[i].red && + gval == cta[i].green && + bval == cta[i].blue) { + *pindex = i; + return 0; + } + } + return 1; +} + + +/*! + * \brief pixcmapHasColor() + * + * \param[in] cmap + * \param[out] pcolor TRUE if cmap has color; FALSE otherwise + * \return 0 if OK, 1 on error + */ +l_ok +pixcmapHasColor(PIXCMAP *cmap, + l_int32 *pcolor) +{ +l_int32 n, i; +l_int32 *rmap, *gmap, *bmap; + + PROCNAME("pixcmapHasColor"); + + if (!pcolor) + return ERROR_INT("&color not defined", procName, 1); + *pcolor = FALSE; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + if (pixcmapToArrays(cmap, &rmap, &gmap, &bmap, NULL)) + return ERROR_INT("colormap arrays not made", procName, 1); + n = pixcmapGetCount(cmap); + for (i = 0; i < n; i++) { + if ((rmap[i] != gmap[i]) || (rmap[i] != bmap[i])) { + *pcolor = TRUE; + break; + } + } + + LEPT_FREE(rmap); + LEPT_FREE(gmap); + LEPT_FREE(bmap); + return 0; +} + + +/*! + * \brief pixcmapIsOpaque() + * + * \param[in] cmap + * \param[out] popaque TRUE if fully opaque: all entries are 255 + * \return 0 if OK, 1 on error + */ +l_ok +pixcmapIsOpaque(PIXCMAP *cmap, + l_int32 *popaque) +{ +l_int32 i, n; +RGBA_QUAD *cta; + + PROCNAME("pixcmapIsOpaque"); + + if (!popaque) + return ERROR_INT("&opaque not defined", procName, 1); + *popaque = TRUE; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + n = pixcmapGetCount(cmap); + cta = (RGBA_QUAD *)cmap->array; + for (i = 0; i < n; i++) { + if (cta[i].alpha != 255) { + *popaque = FALSE; + break; + } + } + return 0; +} + + +/*! + * \brief pixcmapIsBlackAndWhite() + * + * \param[in] cmap + * \param[out] pblackwhite TRUE if the cmap has only two colors: + * black (0,0,0) and white (255,255,255) + * \return 0 if OK, 1 on error + */ +l_ok +pixcmapIsBlackAndWhite(PIXCMAP *cmap, + l_int32 *pblackwhite) +{ +l_int32 val0, val1, hascolor; +RGBA_QUAD *cta; + + PROCNAME("pixcmapIsBlackAndWhite"); + + if (!pblackwhite) + return ERROR_INT("&blackwhite not defined", procName, 1); + *pblackwhite = FALSE; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (pixcmapGetCount(cmap) != 2) + return 0; + + pixcmapHasColor(cmap, &hascolor); + if (hascolor) return 0; + + cta = (RGBA_QUAD *)cmap->array; + val0 = cta[0].red; + val1 = cta[1].red; + if ((val0 == 0 && val1 == 255) || (val0 == 255 && val1 == 0)) + *pblackwhite = TRUE; + return 0; +} + + +/*! + * \brief pixcmapCountGrayColors() + * + * \param[in] cmap + * \param[out] pngray number of gray colors + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This counts the unique gray colors, including black and white.
+ *
+ */ +l_ok +pixcmapCountGrayColors(PIXCMAP *cmap, + l_int32 *pngray) +{ +l_int32 n, i, rval, gval, bval, count; +l_int32 *array; + + PROCNAME("pixcmapCountGrayColors"); + + if (!pngray) + return ERROR_INT("&ngray not defined", procName, 1); + *pngray = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + array = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + n = pixcmapGetCount(cmap); + count = 0; + for (i = 0; i < n; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + if ((rval == gval) && (rval == bval) && (array[rval] == 0)) { + array[rval] = 1; + count++; + } + } + + LEPT_FREE(array); + *pngray = count; + return 0; +} + + +/*! + * \brief pixcmapGetRankIntensity() + * + * \param[in] cmap + * \param[in] rankval 0.0 for darkest, 1.0 for lightest color + * \param[out] pindex the index into the colormap that corresponds + * to the rank intensity color + * \return 0 if OK, 1 on error + */ +l_ok +pixcmapGetRankIntensity(PIXCMAP *cmap, + l_float32 rankval, + l_int32 *pindex) +{ +l_int32 n, i, rval, gval, bval, rankindex; +NUMA *na, *nasort; + + PROCNAME("pixcmapGetRankIntensity"); + + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + *pindex = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (rankval < 0.0 || rankval > 1.0) + return ERROR_INT("rankval not in [0.0 ... 1.0]", procName, 1); + + n = pixcmapGetCount(cmap); + na = numaCreate(n); + for (i = 0; i < n; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + numaAddNumber(na, rval + gval + bval); + } + nasort = numaGetSortIndex(na, L_SORT_INCREASING); + rankindex = (l_int32)(rankval * (n - 1) + 0.5); + numaGetIValue(nasort, rankindex, pindex); + + numaDestroy(&na); + numaDestroy(&nasort); + return 0; +} + + +/*! + * \brief pixcmapGetNearestIndex() + * + * \param[in] cmap + * \param[in] rval, gval, bval colormap colors to search for; each number + * is in range [0, ... 255] + * \param[out] pindex the index of the nearest color + * \return 0 if OK, 1 on error caller must check + * + * 
+ * Notes:
+ *      (1) Returns the index of the exact color if possible, otherwise the
+ *          index of the color closest to the target color.
+ *      (2) Nearest color is that which is the least sum-of-squares distance
+ *          from the target color.
+ *
+ */ +l_ok +pixcmapGetNearestIndex(PIXCMAP *cmap, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *pindex) +{ +l_int32 i, n, delta, dist, mindist; +RGBA_QUAD *cta; + + PROCNAME("pixcmapGetNearestIndex"); + + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + *pindex = UNDEF; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + if ((cta = (RGBA_QUAD *)cmap->array) == NULL) + return ERROR_INT("cta not defined(!)", procName, 1); + n = pixcmapGetCount(cmap); + + mindist = 3 * 255 * 255 + 1; + for (i = 0; i < n; i++) { + delta = cta[i].red - rval; + dist = delta * delta; + delta = cta[i].green - gval; + dist += delta * delta; + delta = cta[i].blue - bval; + dist += delta * delta; + if (dist < mindist) { + *pindex = i; + if (dist == 0) + break; + mindist = dist; + } + } + + return 0; +} + + +/*! + * \brief pixcmapGetNearestGrayIndex() + * + * \param[in] cmap + * \param[in] val gray value to search for; in range [0, ... 255] + * \param[out] pindex the index of the nearest color + * \return 0 if OK, 1 on error caller must check + * + * 
+ * Notes:
+ *      (1) This should be used on gray colormaps.  It uses only the
+ *          green value of the colormap.
+ *      (2) Returns the index of the exact color if possible, otherwise the
+ *          index of the color closest to the target color.
+ *
+ */ +l_ok +pixcmapGetNearestGrayIndex(PIXCMAP *cmap, + l_int32 val, + l_int32 *pindex) +{ +l_int32 i, n, dist, mindist; +RGBA_QUAD *cta; + + PROCNAME("pixcmapGetNearestGrayIndex"); + + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + *pindex = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (val < 0 || val > 255) + return ERROR_INT("val not in [0 ... 255]", procName, 1); + + if ((cta = (RGBA_QUAD *)cmap->array) == NULL) + return ERROR_INT("cta not defined(!)", procName, 1); + n = pixcmapGetCount(cmap); + + mindist = 256; + for (i = 0; i < n; i++) { + dist = cta[i].green - val; + dist = L_ABS(dist); + if (dist < mindist) { + *pindex = i; + if (dist == 0) + break; + mindist = dist; + } + } + + return 0; +} + + +/*! + * \brief pixcmapGetDistanceToColor() + * + * \param[in] cmap + * \param[in] index + * \param[in] rval, gval, bval target color + * \param[out] pdist the distance from the cmap entry to target + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Returns the L2 distance (squared) between the color at index i
+ *          and the target color.
+ *
+ */ +l_ok +pixcmapGetDistanceToColor(PIXCMAP *cmap, + l_int32 index, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *pdist) +{ +l_int32 n, delta, dist; +RGBA_QUAD *cta; + + PROCNAME("pixcmapGetDistanceToColor"); + + if (!pdist) + return ERROR_INT("&dist not defined", procName, 1); + *pdist = UNDEF; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + n = pixcmapGetCount(cmap); + if (index >= n) + return ERROR_INT("invalid index", procName, 1); + + if ((cta = (RGBA_QUAD *)cmap->array) == NULL) + return ERROR_INT("cta not defined(!)", procName, 1); + + delta = cta[index].red - rval; + dist = delta * delta; + delta = cta[index].green - gval; + dist += delta * delta; + delta = cta[index].blue - bval; + dist += delta * delta; + *pdist = dist; + + return 0; +} + + +/*! + * \brief pixcmapGetRangeValues() + * + * \param[in] cmap + * \param[in] select L_SELECT_RED, L_SELECT_GREEN, L_SELECT_BLUE or + * L_SELECT_AVERAGE + * \param[out] pminval [optional] minimum value of component + * \param[out] pmaxval [optional] maximum value of component + * \param[out] pminindex [optional] index of minimum value + * \param[out] pmaxindex [optional] index of maximum value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Returns, for selected components (or the average), the
+ *          the extreme values (min and/or max) and their indices
+ *          that are found in the cmap.
+ *
+ */ +l_ok +pixcmapGetRangeValues(PIXCMAP *cmap, + l_int32 select, + l_int32 *pminval, + l_int32 *pmaxval, + l_int32 *pminindex, + l_int32 *pmaxindex) +{ +l_int32 i, n, imin, imax, minval, maxval, rval, gval, bval, aveval; + + PROCNAME("pixcmapGetRangeValues"); + + if (pminval) *pminval = UNDEF; + if (pmaxval) *pmaxval = UNDEF; + if (pminindex) *pminindex = UNDEF; + if (pmaxindex) *pmaxindex = UNDEF; + if (!pminval && !pmaxval && !pminindex && !pmaxindex) + return ERROR_INT("no result requested", procName, 1); + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + imin = UNDEF; + imax = UNDEF; + minval = 100000; + maxval = -1; + n = pixcmapGetCount(cmap); + for (i = 0; i < n; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + if (select == L_SELECT_RED) { + if (rval < minval) { + minval = rval; + imin = i; + } + if (rval > maxval) { + maxval = rval; + imax = i; + } + } else if (select == L_SELECT_GREEN) { + if (gval < minval) { + minval = gval; + imin = i; + } + if (gval > maxval) { + maxval = gval; + imax = i; + } + } else if (select == L_SELECT_BLUE) { + if (bval < minval) { + minval = bval; + imin = i; + } + if (bval > maxval) { + maxval = bval; + imax = i; + } + } else if (select == L_SELECT_AVERAGE) { + aveval = (rval + gval + bval) / 3; + if (aveval < minval) { + minval = aveval; + imin = i; + } + if (aveval > maxval) { + maxval = aveval; + imax = i; + } + } else { + return ERROR_INT("invalid selection", procName, 1); + } + } + + if (pminval) *pminval = minval; + if (pmaxval) *pmaxval = maxval; + if (pminindex) *pminindex = imin; + if (pmaxindex) *pmaxindex = imax; + return 0; +} + + +/*-------------------------------------------------------------* + * Colormap conversion * + *-------------------------------------------------------------*/ +/*! + * \brief pixcmapGrayToColor() + * + * \param[in] color + * \return cmap, or NULL on error + * + * 
+ * Notes:
+ *      (1) This creates a colormap that maps from gray to
+ *          a specific color.  In the mapping, each component
+ *          is faded to white, depending on the gray value.
+ *      (2) In use, this is simply attached to a grayscale pix
+ *          to give it the input color.
+ *
+ */ +PIXCMAP * +pixcmapGrayToColor(l_uint32 color) +{ +l_int32 i, rval, gval, bval; +PIXCMAP *cmap; + + extractRGBValues(color, &rval, &gval, &bval); + cmap = pixcmapCreate(8); + for (i = 0; i < 256; i++) { + pixcmapAddColor(cmap, rval + (i * (255 - rval)) / 255, + gval + (i * (255 - gval)) / 255, + bval + (i * (255 - bval)) / 255); + } + + return cmap; +} + + +/*! + * \brief pixcmapColorToGray() + * + * \param[in] cmaps + * \param[in] rwt, gwt, bwt non-negative; these should add to 1.0 + * \return cmap gray, or NULL on error + * + * 
+ * Notes:
+ *      (1) This creates a gray colormap from an arbitrary colormap.
+ *      (2) In use, attach the output gray colormap to the pix
+ *          (or a copy of it) that provided the input colormap.
+ *
+ */ +PIXCMAP * +pixcmapColorToGray(PIXCMAP *cmaps, + l_float32 rwt, + l_float32 gwt, + l_float32 bwt) +{ +l_int32 i, n, rval, gval, bval, val; +l_float32 sum; +PIXCMAP *cmapd; + + PROCNAME("pixcmapColorToGray"); + + if (!cmaps) + return (PIXCMAP *)ERROR_PTR("cmaps not defined", procName, NULL); + if (rwt < 0.0 || gwt < 0.0 || bwt < 0.0) + return (PIXCMAP *)ERROR_PTR("weights not all >= 0.0", procName, NULL); + + /* Make sure the sum of weights is 1.0; otherwise, you can get + * overflow in the gray value. */ + sum = rwt + gwt + bwt; + if (sum == 0.0) { + L_WARNING("all weights zero; setting equal to 1/3\n", procName); + rwt = gwt = bwt = 0.33333; + sum = 1.0; + } + if (L_ABS(sum - 1.0) > 0.0001) { /* maintain ratios with sum == 1.0 */ + L_WARNING("weights don't sum to 1; maintaining ratios\n", procName); + rwt = rwt / sum; + gwt = gwt / sum; + bwt = bwt / sum; + } + + if ((cmapd = pixcmapCopy(cmaps)) == NULL) + return (PIXCMAP *)ERROR_PTR("cmapd not made", procName, NULL); + n = pixcmapGetCount(cmapd); + for (i = 0; i < n; i++) { + pixcmapGetColor(cmapd, i, &rval, &gval, &bval); + val = (l_int32)(rwt * rval + gwt * gval + bwt * bval + 0.5); + pixcmapResetColor(cmapd, i, val, val, val); + } + + return cmapd; +} + + +/*! + * \brief pixcmapConvertTo4() + * + * \param[in] cmaps colormap for 2 bpp pix + * \return cmapd (4 bpp) + * + * 
+ * Notes:
+ *      (1) This converts a 2 bpp colormap to 4 bpp.  The colors
+ *          are the same; the output colormap entry array has size 16.
+ *
+ */ +PIXCMAP * +pixcmapConvertTo4(PIXCMAP *cmaps) +{ +l_int32 i, n, rval, gval, bval; +PIXCMAP *cmapd; + + PROCNAME("pixcmapConvertTo4"); + + if (!cmaps) + return (PIXCMAP *)ERROR_PTR("cmaps not defined", procName, NULL); + if (pixcmapGetDepth(cmaps) != 2) + return (PIXCMAP *)ERROR_PTR("cmaps not for 2 bpp pix", procName, NULL); + + cmapd = pixcmapCreate(4); + n = pixcmapGetCount(cmaps); + for (i = 0; i < n; i++) { + pixcmapGetColor(cmaps, i, &rval, &gval, &bval); + pixcmapAddColor(cmapd, rval, gval, bval); + } + return cmapd; +} + + +/*! + * \brief pixcmapConvertTo8() + * + * \param[in] cmaps colormap for 2 bpp or 4 bpp pix + * \return cmapd (8 bpp) + * + * 
+ * Notes:
+ *      (1) This converts a 2 bpp or 4 bpp colormap to 8 bpp.  The colors
+ *          are the same; the output colormap entry array has size 256.
+ *
+ */ +PIXCMAP * +pixcmapConvertTo8(PIXCMAP *cmaps) +{ +l_int32 i, n, depth, rval, gval, bval; +PIXCMAP *cmapd; + + PROCNAME("pixcmapConvertTo8"); + + if (!cmaps) + return (PIXCMAP *)ERROR_PTR("cmaps not defined", procName, NULL); + depth = pixcmapGetDepth(cmaps); + if (depth == 8) return pixcmapCopy(cmaps); + if (depth != 2 && depth != 4) + return (PIXCMAP *)ERROR_PTR("cmaps not 2 or 4 bpp", procName, NULL); + + cmapd = pixcmapCreate(8); + n = pixcmapGetCount(cmaps); + for (i = 0; i < n; i++) { + pixcmapGetColor(cmaps, i, &rval, &gval, &bval); + pixcmapAddColor(cmapd, rval, gval, bval); + } + return cmapd; +} + + +/*-------------------------------------------------------------* + * Colormap I/O * + *-------------------------------------------------------------*/ +/*! + * \brief pixcmapRead() + * + * \param[in] filename + * \return cmap, or NULL on error + */ +PIXCMAP * +pixcmapRead(const char *filename) +{ +FILE *fp; +PIXCMAP *cmap; + + PROCNAME("pixcmapRead"); + + if (!filename) + return (PIXCMAP *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (PIXCMAP *)ERROR_PTR("stream not opened", procName, NULL); + cmap = pixcmapReadStream(fp); + fclose(fp); + if (!cmap) + return (PIXCMAP *)ERROR_PTR("cmap not read", procName, NULL); + return cmap; +} + + +/*! + * \brief pixcmapReadStream() + * + * \param[in] fp file stream + * \return cmap, or NULL on error + */ +PIXCMAP * +pixcmapReadStream(FILE *fp) +{ +l_int32 rval, gval, bval, aval, ignore; +l_int32 i, index, ret, depth, ncolors; +PIXCMAP *cmap; + + PROCNAME("pixcmapReadStream"); + + if (!fp) + return (PIXCMAP *)ERROR_PTR("stream not defined", procName, NULL); + + ret = fscanf(fp, "\nPixcmap: depth = %d bpp; %d colors\n", + &depth, &ncolors); + if (ret != 2 || + (depth != 1 && depth != 2 && depth != 4 && depth != 8) || + (ncolors < 2 || ncolors > 256)) + return (PIXCMAP *)ERROR_PTR("invalid cmap size", procName, NULL); + ignore = fscanf(fp, "Color R-val G-val B-val Alpha\n"); + ignore = fscanf(fp, "----------------------------------------\n"); + + cmap = pixcmapCreate(depth); + for (i = 0; i < ncolors; i++) { + if (fscanf(fp, "%3d %3d %3d %3d %3d\n", + &index, &rval, &gval, &bval, &aval) != 5) { + pixcmapDestroy(&cmap); + return (PIXCMAP *)ERROR_PTR("invalid entry", procName, NULL); + } + pixcmapAddRGBA(cmap, rval, gval, bval, aval); + } + return cmap; +} + + +/*! + * \brief pixcmapReadMem() + * + * \param[in] data serialization of pixcmap; in ascii + * \param[in] size of data in bytes; can use strlen to get it + * \return cmap, or NULL on error + */ +PIXCMAP * +pixcmapReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +PIXCMAP *cmap; + + PROCNAME("pixcmapReadMem"); + + if (!data) + return (PIXCMAP *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (PIXCMAP *)ERROR_PTR("stream not opened", procName, NULL); + + cmap = pixcmapReadStream(fp); + fclose(fp); + if (!cmap) L_ERROR("cmap not read\n", procName); + return cmap; +} + + +/*! + * \brief pixcmapWrite() + * + * \param[in] filename + * \param[in] cmap + * \return 0 if OK, 1 on error + */ +l_ok +pixcmapWrite(const char *filename, + const PIXCMAP *cmap) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("pixcmapWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "w")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = pixcmapWriteStream(fp, cmap); + fclose(fp); + if (ret) + return ERROR_INT("cmap not written to stream", procName, 1); + return 0; +} + + + +/*! + * \brief pixcmapWriteStream() + * + * \param[in] fp file stream + \param[in] cmap + * \return 0 if OK, 1 on error + */ +l_ok +pixcmapWriteStream(FILE *fp, + const PIXCMAP *cmap) +{ +l_int32 *rmap, *gmap, *bmap, *amap; +l_int32 i; + + PROCNAME("pixcmapWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + if (pixcmapToArrays(cmap, &rmap, &gmap, &bmap, &amap)) + return ERROR_INT("colormap arrays not made", procName, 1); + + fprintf(fp, "\nPixcmap: depth = %d bpp; %d colors\n", cmap->depth, cmap->n); + fprintf(fp, "Color R-val G-val B-val Alpha\n"); + fprintf(fp, "----------------------------------------\n"); + for (i = 0; i < cmap->n; i++) + fprintf(fp, "%3d %3d %3d %3d %3d\n", + i, rmap[i], gmap[i], bmap[i], amap[i]); + fprintf(fp, "\n"); + + LEPT_FREE(rmap); + LEPT_FREE(gmap); + LEPT_FREE(bmap); + LEPT_FREE(amap); + return 0; +} + + +/*! + * \brief pixcmapWriteMem() + * + * \param[out] pdata data of serialized pixcmap; ascii + * \param[out] psize size of returned data + * \param[in] cmap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a pixcmap in memory and puts the result in a buffer.
+ *
+ */ +l_ok +pixcmapWriteMem(l_uint8 **pdata, + size_t *psize, + const PIXCMAP *cmap) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("pixcmapWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = pixcmapWriteStream(fp, cmap); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = pixcmapWriteStream(fp, cmap); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*----------------------------------------------------------------------* + * Extract colormap arrays and serialization * + *----------------------------------------------------------------------*/ +/*! + * \brief pixcmapToArrays() + * + * \param[in] cmap colormap + * \param[out] prmap, pgmap, pbmap colormap arrays + * \param[out] pamap [optional] alpha array + * \return 0 if OK; 1 on error + */ +l_ok +pixcmapToArrays(const PIXCMAP *cmap, + l_int32 **prmap, + l_int32 **pgmap, + l_int32 **pbmap, + l_int32 **pamap) +{ +l_int32 *rmap, *gmap, *bmap, *amap; +l_int32 i, ncolors; +RGBA_QUAD *cta; + + PROCNAME("pixcmapToArrays"); + + if (!prmap || !pgmap || !pbmap) + return ERROR_INT("&rmap, &gmap, &bmap not all defined", procName, 1); + *prmap = *pgmap = *pbmap = NULL; + if (pamap) *pamap = NULL; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + rmap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32)); + gmap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32)); + bmap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32)); + *prmap = rmap; + *pgmap = gmap; + *pbmap = bmap; + if (pamap) { + amap = (l_int32 *)LEPT_CALLOC(ncolors, sizeof(l_int32)); + *pamap = amap; + } + + cta = (RGBA_QUAD *)cmap->array; + for (i = 0; i < ncolors; i++) { + rmap[i] = cta[i].red; + gmap[i] = cta[i].green; + bmap[i] = cta[i].blue; + if (pamap) + amap[i] = cta[i].alpha; + } + + return 0; +} + + +/*! + * \brief pixcmapToRGBTable() + * + * \param[in] cmap colormap + * \param[out] ptab table of rgba values for the colormap + * \param[out] pncolors [optional] size of table + * \return 0 if OK; 1 on error + */ +l_ok +pixcmapToRGBTable(PIXCMAP *cmap, + l_uint32 **ptab, + l_int32 *pncolors) +{ +l_int32 i, ncolors, rval, gval, bval, aval; +l_uint32 *tab; + + PROCNAME("pixcmapToRGBTable"); + + if (!ptab) + return ERROR_INT("&tab not defined", procName, 1); + *ptab = NULL; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + if (pncolors) *pncolors = ncolors; + tab = (l_uint32 *)LEPT_CALLOC(ncolors, sizeof(l_uint32)); + *ptab = tab; + + for (i = 0; i < ncolors; i++) { + pixcmapGetRGBA(cmap, i, &rval, &gval, &bval, &aval); + composeRGBAPixel(rval, gval, bval, aval, &tab[i]); + } + return 0; +} + + +/*! + * \brief pixcmapSerializeToMemory() + * + * \param[in] cmap colormap + * \param[in] cpc components/color: 3 for rgb, 4 for rgba + * \param[out] pncolors number of colors in table + * \param[out] pdata binary string, cpc bytes per color + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) When serializing to store in a pdf, use %cpc = 3.
+ *
+ */ +l_ok +pixcmapSerializeToMemory(PIXCMAP *cmap, + l_int32 cpc, + l_int32 *pncolors, + l_uint8 **pdata) +{ +l_int32 i, ncolors, rval, gval, bval, aval; +l_uint8 *data; + + PROCNAME("pixcmapSerializeToMemory"); + + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + *pdata = NULL; + if (!pncolors) + return ERROR_INT("&ncolors not defined", procName, 1); + *pncolors = 0; + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (cpc != 3 && cpc != 4) + return ERROR_INT("cpc not 3 or 4", procName, 1); + + ncolors = pixcmapGetCount(cmap); + *pncolors = ncolors; + data = (l_uint8 *)LEPT_CALLOC((size_t)cpc * ncolors, sizeof(l_uint8)); + *pdata = data; + + for (i = 0; i < ncolors; i++) { + pixcmapGetRGBA(cmap, i, &rval, &gval, &bval, &aval); + data[cpc * i] = rval; + data[cpc * i + 1] = gval; + data[cpc * i + 2] = bval; + if (cpc == 4) + data[cpc * i + 3] = aval; + } + return 0; +} + + +/*! + * \brief pixcmapDeserializeFromMemory() + * + * \param[in] data binary string, 3 or 4 bytes per color + * \param[in] cpc components/color: 3 for rgb, 4 for rgba + * \param[in] ncolors + * \return cmap, or NULL on error + */ +PIXCMAP * +pixcmapDeserializeFromMemory(l_uint8 *data, + l_int32 cpc, + l_int32 ncolors) +{ +l_int32 i, d, rval, gval, bval, aval; +PIXCMAP *cmap; + + PROCNAME("pixcmapDeserializeFromMemory"); + + if (!data) + return (PIXCMAP *)ERROR_PTR("data not defined", procName, NULL); + if (cpc != 3 && cpc != 4) + return (PIXCMAP *)ERROR_PTR("cpc not 3 or 4", procName, NULL); + if (ncolors == 0) + return (PIXCMAP *)ERROR_PTR("no entries", procName, NULL); + if (ncolors > 256) + return (PIXCMAP *)ERROR_PTR("ncolors > 256", procName, NULL); + + if (ncolors > 16) + d = 8; + else if (ncolors > 4) + d = 4; + else if (ncolors > 2) + d = 2; + else + d = 1; + cmap = pixcmapCreate(d); + for (i = 0; i < ncolors; i++) { + rval = data[cpc * i]; + gval = data[cpc * i + 1]; + bval = data[cpc * i + 2]; + if (cpc == 4) + aval = data[cpc * i + 3]; + else + aval = 255; /* opaque */ + pixcmapAddRGBA(cmap, rval, gval, bval, aval); + } + + return cmap; +} + + +/*! + * \brief pixcmapConvertToHex() + * + * \param[in] data binary serialized data + * \param[in] ncolors in colormap + * \return hexdata bracketed, space-separated ascii hex string, + * or NULL on error. + * + * 
+ * Notes:
+ *      (1) The number of bytes in %data is 3 * ncolors.
+ *      (2) Output is in form:
+ *             < r0g0b0 r1g1b1 ... rngnbn >
+ *          where r0, g0, b0 ... are each 2 bytes of hex ascii
+ *      (3) This is used in pdf files to express the colormap as an
+ *          array in ascii (human-readable) format.
+ *
+ */ +char * +pixcmapConvertToHex(l_uint8 *data, + l_int32 ncolors) +{ +l_int32 i, j, hexbytes; +char *hexdata = NULL; +char buf[4]; + + PROCNAME("pixcmapConvertToHex"); + + if (!data) + return (char *)ERROR_PTR("data not defined", procName, NULL); + if (ncolors < 1) + return (char *)ERROR_PTR("no colors", procName, NULL); + + hexbytes = 2 + (2 * 3 + 1) * ncolors + 2; + hexdata = (char *)LEPT_CALLOC(hexbytes, sizeof(char)); + hexdata[0] = '<'; + hexdata[1] = ' '; + + for (i = 0; i < ncolors; i++) { + j = 2 + (2 * 3 + 1) * i; + snprintf(buf, sizeof(buf), "%02x", data[3 * i]); + hexdata[j] = buf[0]; + hexdata[j + 1] = buf[1]; + snprintf(buf, sizeof(buf), "%02x", data[3 * i + 1]); + hexdata[j + 2] = buf[0]; + hexdata[j + 3] = buf[1]; + snprintf(buf, sizeof(buf), "%02x", data[3 * i + 2]); + hexdata[j + 4] = buf[0]; + hexdata[j + 5] = buf[1]; + hexdata[j + 6] = ' '; + } + hexdata[j + 7] = '>'; + hexdata[j + 8] = '\0'; + return hexdata; +} + + +/*-------------------------------------------------------------* + * Colormap transforms * + *-------------------------------------------------------------*/ +/*! + * \brief pixcmapGammaTRC() + * + * \param[in] cmap colormap + * \param[in] gamma gamma correction; must be > 0.0 + * \param[in] minval input value that gives 0 for output; can be < 0 + * \param[in] maxval input value that gives 255 for output; can be > 255 + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place transform
+ *      (2) See pixGammaTRC() and numaGammaTRC() in enhance.c
+ *          for description and use of transform
+ *
+ */ +l_ok +pixcmapGammaTRC(PIXCMAP *cmap, + l_float32 gamma, + l_int32 minval, + l_int32 maxval) +{ +l_int32 rval, gval, bval, trval, tgval, tbval, i, ncolors; +NUMA *nag; + + PROCNAME("pixcmapGammaTRC"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (gamma <= 0.0) { + L_WARNING("gamma must be > 0.0; setting to 1.0\n", procName); + gamma = 1.0; + } + if (minval >= maxval) + return ERROR_INT("minval not < maxval", procName, 1); + + if (gamma == 1.0 && minval == 0 && maxval == 255) /* no-op */ + return 0; + + if ((nag = numaGammaTRC(gamma, minval, maxval)) == NULL) + return ERROR_INT("nag not made", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + numaGetIValue(nag, rval, &trval); + numaGetIValue(nag, gval, &tgval); + numaGetIValue(nag, bval, &tbval); + pixcmapResetColor(cmap, i, trval, tgval, tbval); + } + + numaDestroy(&nag); + return 0; +} + + +/*! + * \brief pixcmapContrastTRC() + * + * \param[in] cmap colormap + * \param[in] factor generally between 0.0 [no enhancement] + * and 1.0, but can be larger than 1.0 + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place transform
+ *      (2) See pixContrastTRC() and numaContrastTRC() in enhance.c
+ *          for description and use of transform
+ *
+ */ +l_ok +pixcmapContrastTRC(PIXCMAP *cmap, + l_float32 factor) +{ +l_int32 i, ncolors, rval, gval, bval, trval, tgval, tbval; +NUMA *nac; + + PROCNAME("pixcmapContrastTRC"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (factor < 0.0) { + L_WARNING("factor must be >= 0.0; setting to 0.0\n", procName); + factor = 0.0; + } + + if ((nac = numaContrastTRC(factor)) == NULL) + return ERROR_INT("nac not made", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + numaGetIValue(nac, rval, &trval); + numaGetIValue(nac, gval, &tgval); + numaGetIValue(nac, bval, &tbval); + pixcmapResetColor(cmap, i, trval, tgval, tbval); + } + + numaDestroy(&nac); + return 0; +} + + +/*! + * \brief pixcmapShiftIntensity() + * + * \param[in] cmap colormap + * \param[in] fraction between -1.0 and +1.0 + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place transform
+ *      (2) It does a proportional shift of the intensity for each color.
+ *      (3) If fraction < 0.0, it moves all colors towards (0,0,0).
+ *          This darkens the image.
+ *          If fraction > 0.0, it moves all colors towards (255,255,255)
+ *          This fades the image.
+ *      (4) The equivalent transform can be accomplished with pixcmapGammaTRC(),
+ *          but it is considerably more difficult (see numaGammaTRC()).
+ *
+ */ +l_ok +pixcmapShiftIntensity(PIXCMAP *cmap, + l_float32 fraction) +{ +l_int32 i, ncolors, rval, gval, bval; + + PROCNAME("pixcmapShiftIntensity"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + if (fraction < -1.0 || fraction > 1.0) + return ERROR_INT("fraction not in [-1.0, 1.0]", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + if (fraction < 0.0) + pixcmapResetColor(cmap, i, + (l_int32)((1.0 + fraction) * rval), + (l_int32)((1.0 + fraction) * gval), + (l_int32)((1.0 + fraction) * bval)); + else + pixcmapResetColor(cmap, i, + rval + (l_int32)(fraction * (255 - rval)), + gval + (l_int32)(fraction * (255 - gval)), + bval + (l_int32)(fraction * (255 - bval))); + } + + return 0; +} + + +/*! + * \brief pixcmapShiftByComponent() + * + * \param[in] cmap colormap + * \param[in] srcval source color: 0xrrggbb00 + * \param[in] dstval target color: 0xrrggbb00 + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place transform
+ *      (2) It implements pixelShiftByComponent() for each color.
+ *          The mapping is specified by srcval and dstval.
+ *      (3) If a component decreases, the component in the colormap
+ *          decreases by the same ratio.  Likewise for increasing, except
+ *          all ratios are taken with respect to the distance from 255.
+ *
+ */ +l_ok +pixcmapShiftByComponent(PIXCMAP *cmap, + l_uint32 srcval, + l_uint32 dstval) +{ +l_int32 i, ncolors, rval, gval, bval; +l_uint32 newval; + + PROCNAME("pixcmapShiftByComponent"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + pixelShiftByComponent(rval, gval, bval, srcval, dstval, &newval); + extractRGBValues(newval, &rval, &gval, &bval); + pixcmapResetColor(cmap, i, rval, gval, bval); + } + + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/colormorph.c b/3rdparty/hgOCR/leptonica/colormorph.c new file mode 100644 index 00000000..3a92bfa2 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/colormorph.c @@ -0,0 +1,125 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file colormorph.c + * 
+ *
+ *      Top-level color morphological operations
+ *
+ *            PIX     *pixColorMorph()
+ *
+ *      Method: Algorithm by van Herk and Gil and Werman, 1992
+ *              Apply grayscale morphological operations separately
+ *              to each component.
+ *
+ */ + +#include "allheaders.h" + + +/*-----------------------------------------------------------------* + * Top-level color morphological operations * + *-----------------------------------------------------------------*/ +/*! + * \brief pixColorMorph() + * + * \param[in] pixs + * \param[in] type L_MORPH_DILATE, L_MORPH_ERODE, L_MORPH_OPEN, + * or L_MORPH_CLOSE + * \param[in] hsize width of Sel; must be odd; origin implicitly in center + * \param[in] vsize ditto for height of Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) This does the morph operation on each component separately,
+ *          and recombines the result.
+ *      (2) Sel is a brick with all elements being hits.
+ *      (3) If hsize = vsize = 1, just returns a copy.
+ *
+ */ +PIX * +pixColorMorph(PIX *pixs, + l_int32 type, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixr, *pixg, *pixb, *pixrm, *pixgm, *pixbm, *pixd; + + PROCNAME("pixColorMorph"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (type != L_MORPH_DILATE && type != L_MORPH_ERODE && + type != L_MORPH_OPEN && type != L_MORPH_CLOSE) + return (PIX *)ERROR_PTR("invalid morph type", procName, NULL); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL); + if ((hsize & 1) == 0 ) { + L_WARNING("horiz sel size must be odd; increasing by 1\n", procName); + hsize++; + } + if ((vsize & 1) == 0 ) { + L_WARNING("vert sel size must be odd; increasing by 1\n", procName); + vsize++; + } + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + pixr = pixGetRGBComponent(pixs, COLOR_RED); + pixg = pixGetRGBComponent(pixs, COLOR_GREEN); + pixb = pixGetRGBComponent(pixs, COLOR_BLUE); + if (type == L_MORPH_DILATE) { + pixrm = pixDilateGray(pixr, hsize, vsize); + pixgm = pixDilateGray(pixg, hsize, vsize); + pixbm = pixDilateGray(pixb, hsize, vsize); + } else if (type == L_MORPH_ERODE) { + pixrm = pixErodeGray(pixr, hsize, vsize); + pixgm = pixErodeGray(pixg, hsize, vsize); + pixbm = pixErodeGray(pixb, hsize, vsize); + } else if (type == L_MORPH_OPEN) { + pixrm = pixOpenGray(pixr, hsize, vsize); + pixgm = pixOpenGray(pixg, hsize, vsize); + pixbm = pixOpenGray(pixb, hsize, vsize); + } else { /* type == L_MORPH_CLOSE */ + pixrm = pixCloseGray(pixr, hsize, vsize); + pixgm = pixCloseGray(pixg, hsize, vsize); + pixbm = pixCloseGray(pixb, hsize, vsize); + } + pixd = pixCreateRGBImage(pixrm, pixgm, pixbm); + pixDestroy(&pixr); + pixDestroy(&pixrm); + pixDestroy(&pixg); + pixDestroy(&pixgm); + pixDestroy(&pixb); + pixDestroy(&pixbm); + + return pixd; +} diff --git a/3rdparty/hgOCR/leptonica/colorquant1.c b/3rdparty/hgOCR/leptonica/colorquant1.c new file mode 100644 index 00000000..ab63e9e0 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/colorquant1.c @@ -0,0 +1,4155 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file colorquant1.c + * 
+ *
+ *  Octcube color quantization
+ *
+ *  There are several different octcube/octree based quantizations.
+ *  These can be classified, in the order in which they appear in this
+ *  file, as follows:
+ *
+ *  -----------------------------------------------------------------
+ *  (1) General adaptive octree
+ *  (2) Adaptive octree by population at fixed level
+ *  (3) Adaptive octree using population and with specified number
+ *      of output colors
+ *  (4) Octcube with colormap representation of mixed color/gray
+ *  (5) 256 fixed octcubes covering color space
+ *  (6) Octcubes at fixed level for ncolors <= 256
+ *  (7) Octcubes at fixed level with RGB output
+ *  (8) Quantizing an rgb image using a specified colormap
+ *  -----------------------------------------------------------------
+ *
+ *  (1) Two-pass adaptive octree color quantization
+ *          PIX              *pixOctreeColorQuant()
+ *          PIX              *pixOctreeColorQuantGeneral()
+ *
+ *        which calls
+ *          static CQCELL  ***octreeGenerateAndPrune()
+ *          static PIX       *pixOctreeQuantizePixels()
+ *
+ *        which calls
+ *          static l_int32    octreeFindColorCell()
+ *
+ *      Helper cqcell functions
+ *          static CQCELL  ***cqcellTreeCreate()
+ *          static void       cqcellTreeDestroy()
+ *
+ *      Helper index functions
+ *          l_int32           makeRGBToIndexTables()
+ *          void              getOctcubeIndexFromRGB()
+ *          static void       getRGBFromOctcube()
+ *          static l_int32    getOctcubeIndices()
+ *          static l_int32    octcubeGetCount()
+ *
+ *  (2) Adaptive octree quantization based on population at a fixed level
+ *          PIX              *pixOctreeQuantByPopulation()
+ *          static l_int32    pixDitherOctindexWithCmap()
+ *
+ *  (3) Adaptive octree quantization to 4 and 8 bpp with specified
+ *      number of output colors in colormap
+ *          PIX              *pixOctreeQuantNumColors()
+ *
+ *  (4) Mixed color/gray quantization with specified number of colors
+ *          PIX              *pixOctcubeQuantMixedWithGray()
+ *
+ *  (5) Fixed partition octcube quantization with 256 cells
+ *          PIX              *pixFixedOctcubeQuant256()
+ *
+ *  (6) Fixed partition quantization for images with few colors
+ *          PIX              *pixFewColorsOctcubeQuant1()
+ *          PIX              *pixFewColorsOctcubeQuant2()
+ *          PIX              *pixFewColorsOctcubeQuantMixed()
+ *
+ *  (7) Fixed partition octcube quantization at specified level
+ *      with quantized output to RGB
+ *          PIX              *pixFixedOctcubeQuantGenRGB()
+ *
+ *  (8) Color quantize RGB image using existing colormap
+ *          PIX              *pixQuantFromCmap()  [high-level wrapper]
+ *          PIX              *pixOctcubeQuantFromCmap()
+ *          static PIX       *pixOctcubeQuantFromCmapLUT()
+ *
+ *      Generation of octcube histogram
+ *          NUMA             *pixOctcubeHistogram()
+ *
+ *      Get filled octcube table from colormap
+ *          l_int32          *pixcmapToOctcubeLUT()
+ *
+ *      Strip out unused elements in colormap
+ *          l_int32           pixRemoveUnusedColors()
+ *
+ *      Find number of occupied octcubes at the specified level
+ *          l_int32           pixNumberOccupiedOctcubes()
+ *
+ *  Notes:
+ *        Leptonica also provides color quantization using a modified
+ *        form of median cut.  See colorquant2.c for details.
+ *
+ */ + +#include +#include "allheaders.h" + + +/* + * 
+ *   This data structure is used for pixOctreeColorQuant(),
+ *   a color octree that adjusts to the color distribution
+ *   in the image that is being quantized.  The best settings
+ *   are with CqNLevels = 6 and DITHERING set on.
+ *
+ * Notes:
+ *      (1) the CTE (color table entry) index is sequentially
+ *          assigned as the tree is pruned back
+ *      (2) if 'bleaf' == 1, all pixels in that cube have been
+ *          assigned to one or more CTEs.  But note that if
+ *          all 8 subcubes have 'bleaf' == 1, it will have no
+ *          pixels left for assignment and will not be a CTE.
+ *      (3) 'nleaves', the number of leaves contained at the next
+ *          lower level is some number between 0 and 8, inclusive.
+ *          If it is zero, it means that all colors within this cube
+ *          are part of a single growing cluster that has not yet
+ *          been set aside as a leaf.  If 'nleaves' > 0, 'bleaf'
+ *          will be set to 1 and all pixels not assigned to leaves
+ *          at lower levels will be assigned to a CTE here.
+ *          (However, as described above, if all pixels are already
+ *          assigned, we set 'bleaf' = 1 but do not create a CTE
+ *          at this level.)
+ *      (4) To keep the maximum color error to a minimum, we
+ *          prune the tree back to level 2, and require that
+ *          all 64 level 2 cells are CTEs.
+ *      (5) We reserve an extra set of colors to prevent running out
+ *          of colors during the assignment of the final 64 level 2 cells.
+ *          This is more likely to happen with small images.
+ *      (6) When we run out of colors, the dithered image can be very
+ *          poor, so we additionally prevent dithering if the image
+ *          is small.
+ *      (7) The color content of the image is measured, and if there
+ *          is very little color, it is quantized in grayscale.
+ *
+ */ +struct ColorQuantCell +{ + l_int32 rc, gc, bc; /* center values */ + l_int32 n; /* number of samples in this cell */ + l_int32 index; /* CTE (color table entry) index */ + l_int32 nleaves; /* # of leaves contained at next lower level */ + l_int32 bleaf; /* boolean: 0 if not a leaf, 1 if so */ +}; +typedef struct ColorQuantCell CQCELL; + + /* Constants for pixOctreeColorQuant() */ +static const l_int32 CqNLevels = 5; /* only 4, 5 and 6 are allowed */ +static const l_int32 CqReservedColors = 64; /* to allow for level 2 */ + /* remainder CTEs */ +static const l_int32 ExtraReservedColors = 25; /* to avoid running out */ +static const l_int32 TreeGenWidth = 350; /* big enough for good stats */ +static const l_int32 MinDitherSize = 250; /* don't dither if smaller */ + + +/* + * 
+ *   This data structure is used for pixOctreeQuantNumColors(),
+ *   a color octree that adjusts in a simple way to the to the color
+ *   distribution in the image that is being quantized.  It outputs
+ *   colormapped images, either 4 bpp or 8 bpp, depending on the
+ *   max number of colors and the compression desired.
+ *
+ *   The number of samples is saved as a float in the first location,
+ *   because this is required to use it as the key that orders the
+ *   cells in the priority queue.
+ *
+ * */ +struct OctcubeQuantCell +{ + l_float32 n; /* number of samples in this cell */ + l_int32 octindex; /* octcube index */ + l_int32 rcum, gcum, bcum; /* cumulative values */ + l_int32 rval, gval, bval; /* average values */ +}; +typedef struct OctcubeQuantCell OQCELL; + + +/* + * 
+ *   This data structure is using for heap sorting octcubes
+ *   by population.  Sort order is decreasing.
+ *
+ */ +struct L_OctcubePop +{ + l_float32 npix; /* parameter on which to sort */ + l_int32 index; /* octcube index at assigned level */ + l_int32 rval; /* mean red value of pixels in octcube */ + l_int32 gval; /* mean green value of pixels in octcube */ + l_int32 bval; /* mean blue value of pixels in octcube */ +}; +typedef struct L_OctcubePop L_OCTCUBE_POP; + +/* + * 
+ *   In pixDitherOctindexWithCmap(), we use these default values.
+     To get the max value of 'dif' in the dithering color transfer,
+     divide these "DIF_CAP" values by 8.  However, a value of
+     0 means that there is no cap (infinite cap).  A very small
+     value is used for POP_DIF_CAP because dithering on the population
+     generated colormap can be unstable without a tight cap.
+ *
+ */ + +static const l_int32 FIXED_DIF_CAP = 0; +static const l_int32 POP_DIF_CAP = 40; + + + /* Static octree helper function */ +static l_int32 octreeFindColorCell(l_int32 octindex, CQCELL ***cqcaa, + l_int32 *pindex, l_int32 *prval, + l_int32 *pgval, l_int32 *pbval); + + /* Static cqcell functions */ +static CQCELL ***octreeGenerateAndPrune(PIX *pixs, l_int32 colors, + l_int32 reservedcolors, + PIXCMAP **pcmap); +static PIX *pixOctreeQuantizePixels(PIX *pixs, CQCELL ***cqcaa, + l_int32 ditherflag); +static CQCELL ***cqcellTreeCreate(void); +static void cqcellTreeDestroy(CQCELL ****pcqcaa); + + /* Static helper octcube index functions */ +static void getRGBFromOctcube(l_int32 cubeindex, l_int32 level, + l_int32 *prval, l_int32 *pgval, l_int32 *pbval); +static l_int32 getOctcubeIndices(l_int32 rgbindex, l_int32 level, + l_int32 *pbindex, l_int32 *psindex); +static l_int32 octcubeGetCount(l_int32 level, l_int32 *psize); + + /* Static function to perform octcube-indexed dithering */ +static l_int32 pixDitherOctindexWithCmap(PIX *pixs, PIX *pixd, l_uint32 *rtab, + l_uint32 *gtab, l_uint32 *btab, + l_int32 *carray, l_int32 difcap); + + /* Static function to perform octcube-based quantizing from colormap */ +static PIX *pixOctcubeQuantFromCmapLUT(PIX *pixs, PIXCMAP *cmap, + l_int32 mindepth, l_int32 *cmaptab, + l_uint32 *rtab, l_uint32 *gtab, + l_uint32 *btab); + +#ifndef NO_CONSOLE_IO +#define DEBUG_COLORQUANT 0 +#define DEBUG_OCTINDEX 0 +#define DEBUG_OCTCUBE_CMAP 0 +#define DEBUG_POP 0 +#define DEBUG_FEW_COLORS 0 +#define PRINT_OCTCUBE_STATS 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*-------------------------------------------------------------------------* + * Two-pass adaptive octree color quantization * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixOctreeColorQuant() + * + * \param[in] pixs 32 bpp; 24-bit color + * \param[in] colors in colormap; some number in range [128 ... 256]; + * the actual number of colors used will be smaller + * \param[in] ditherflag 1 to dither, 0 otherwise + * \return pixd 8 bpp with colormap, or NULL on error + * + * 
+ *  I found one description in the literature of octree color
+ *  quantization, using progressive truncation of the octree,
+ *  by M. Gervautz and W. Purgathofer in Graphics Gems, pp.
+ *  287-293, ed. A. Glassner, Academic Press, 1990.
+ *  Rather than setting up a fixed partitioning of the color
+ *  space ab initio, as we do here, they allow the octree to be
+ *  progressively truncated as new pixels are added.  They
+ *  need to set up some data structures that are traversed
+ *  with the addition of each 24 bit pixel, in order to decide
+ *  either 1) in which cluster (sub-branch of the octree to put
+ *  the pixel, or 2 whether to truncate the octree further
+ *  to place the pixel in an existing cluster, or 3 which
+ *  two existing clusters should be merged so that the pixel
+ *  can be left to start a truncated leaf of the octree.  Such dynamic
+ *  truncation is considerably more complicated, and Gervautz et
+ *  al. did not explain how they did it in anywhere near the
+ *  detail required to check their implementation.
+ *
+ *  The simple method in pixFixedOctcubeQuant256 is very
+ *  fast, and with dithering the results are good, but you
+ *  can do better if the color clusters are selected adaptively
+ *  from the image.  We want a method that makes much better
+ *  use of color samples in regions of color space with high
+ *  pixel density, while also fairly representing small numbers
+ *  of color pixels in low density regions.  Such adaptation
+ *  requires two passes through the image: the first for generating
+ *  the pruned tree of color cubes and the second for computing the index
+ *  into the color table for each pixel.
+ *
+ *  A relatively simple adaptive method is pixOctreeQuantByPopulation.
+ *  That function first determines if the image has very few colors,
+ *  and, if so, quantizes to those colors.  If there are more than
+ *  256 colors, it generates a histogram of octcube leaf occupancy
+ *  at level 4, chooses the 192 most populated such leaves as
+ *  the first 192 colors, and sets the remaining 64 colors to the
+ *  residual average pixel values in each of the 64 level 2 octcubes.
+ *  This is a bit faster than pixOctreeColorQuant, and does very
+ *  well without dithering, but for most images with dithering it
+ *  is clearly inferior.
+ *
+ *  We now describe pixOctreeColorQuant.  The first pass is done
+ *  on a subsampled image, because we do not need to use all the
+ *  pixels in the image to generate the tree.  Subsampling
+ *  down to 0.25 1/16 of the pixels makes the program run
+ *  about 1.3 times faster.
+ *
+ *  Instead of dividing the color space into 256 equal-sized
+ *  regions, we initially divide it into 2^12 or 2^15 or 2^18
+ *  equal-sized octcubes.  Suppose we choose to use 2^18 octcubes.
+ *  This gives us 6 octree levels.  We then prune back,
+ *  starting from level 6.  For every cube at level 6, there
+ *  are 8 cubes at level 5.  Call the operation of putting a
+ *  cube aside as a color table entry CTE a "saving."
+ *  We use a in general level-dependent threshold, and save
+ *  those level 6 cubes that are above threshold.
+ *  The rest are combined into the containing level 5 cube.
+ *  If between 1 and 7 level 6 cubes within a level 5
+ *  cube have been saved by thresholding, then the remaining
+ *  level 6 cubes in that level 5 cube are automatically
+ *  saved as well, without applying a threshold.  This greatly
+ *  simplifies both the description of the CTEs and the later
+ *  classification of each pixel as belonging to a CTE.
+ *  This procedure is iterated through every cube, starting at
+ *  level 5, and then 4, 3, and 2, successively.  The result is that
+ *  each CTE contains the entirety of a set of from 1 to 7 cubes
+ *  from a given level that all belong to a single cube at the
+ *  level above.   We classify the CTEs in terms of the
+ *  condition in which they are made as either being "threshold"
+ *  or "residual."  They are "threshold" CTEs if no subcubes
+ *  are CTEs that is, they contain every pixel within the cube
+ *  and the number of pixels exceeds the threshold for making
+ *  a CTE.  They are "residual" CTEs if at least one but not more
+ *  than 7 of the subcubes have already been determined to be CTEs;
+ *  this happens automatically -- no threshold is applied.
+ *  If all 8 subcubes are determined to be CTEs, the cube is
+ *  marked as having all pixels accounted for 'bleaf' = 1 but
+ *  is not saved as a CTE.
+ *
+ *  We stop the pruning at level 2, at which there are 64
+ *  sub-cubes.  Any pixels not already claimed in a CTE are
+ *  put in these cubes.
+ *
+ *  As the cubes are saved as color samples in the color table,
+ *  the number of remaining pixels P and the number of
+ *  remaining colors in the color table N are recomputed,
+ *  along with the average number of pixels P/N ppc to go in
+ *  each of the remaining colors.  This running average number is
+ *  used to set the threshold at the current level.
+ *
+ *  Because we are going to very small cubes at levels 6 or 5,
+ *  and will dither the colors for errors, it is not necessary
+ *  to compute the color center of each cluster; we can simply
+ *  use the center of the cube.  This gives us a minimax error
+ *  condition: the maximum error is half the width of the
+ *  level 2 cubes -- 32 color values out of 256 -- for each color
+ *  sample.  In practice, most of the pixels will be very much
+ *  closer to the center of their cells.  And with dithering,
+ *  the average pixel color in a small region will be closer still.
+ *  Thus with the octree quantizer, we are able to capture
+ *  regions of high color pdf probability density function in small
+ *  but accurate CTEs, and to have only a small number of pixels
+ *  that end up a significant distance with a guaranteed maximum
+ *  from their true color.
+ *
+ *  How should the threshold factor vary?  Threshold factors
+ *  are required for levels 2, 3, 4 and 5 in the pruning stage.
+ *  The threshold for level 5 is actually applied to cubes at
+ *  level 6, etc.  From various experiments, it appears that
+ *  the results do not vary appreciably for threshold values near 1.0.
+ *  If you want more colors in smaller cubes, the threshold
+ *  factors can be set lower than 1.0 for cubes at levels 4 and 5.
+ *  However, if the factor is set much lower than 1.0 for
+ *  levels 2 and 3, we can easily run out of colors.
+ *  We put aside 64 colors in the calculation of the threshold
+ *  values, because we must have 64 color centers at level 2,
+ *  that will have very few pixels in most of them.
+ *  If we reduce the factor for level 5 to 0.4, this will
+ *  generate many level 6 CTEs, and consequently
+ *  many residual cells will be formed up from those leaves,
+ *  resulting in the possibility of running out of colors.
+ *  Remember, the residual CTEs are mandatory, and are formed
+ *  without using the threshold, regardless of the number of
+ *  pixels that are absorbed.
+ *
+ *  The implementation logically has four parts:
+ *
+ *       1 accumulation into small, fixed cells
+ *       2 pruning back into selected CTE cubes
+ *       3 organizing the CTEs for fast search to find
+ *           the CTE to which any image pixel belongs
+ *       4 doing a second scan to code the image pixels by CTE
+ *
+ *  Step 1 is straightforward; we use 2^15 cells.
+ *
+ *  We've already discussed how the pruning step 2 will be performed.
+ *
+ *  Steps 3) and (4 are related, in that the organization
+ *  used by step 3 determines how the search actually
+ *  takes place for each pixel in step 4.
+ *
+ *  There are many ways to do step 3.  Let's explore a few.
+ *
+ *  a The simplest is to order the cubes from highest occupancy
+ *      to lowest, and traverse the list looking for the deepest
+ *      match.  To make this more efficient, so that we know when
+ *      to stop looking, any cube that has separate CTE subcubes
+ *      would be marked as such, so that we know when we hit a
+ *      true leaf.
+ *
+ *  b Alternatively, we can order the cubes by highest
+ *      occupancy separately each level, and work upward,
+ *      starting at level 5, so that when we find a match we
+ *      know that it will be correct.
+ *
+ *  c Another approach would be to order the cubes by
+ *      "address" and use a hash table to find the cube
+ *      corresponding to a pixel color.  I don't know how to
+ *      do this with a variable length address, as each CTE
+ *      will have 3*n bits, where n is the level.
+ *
+ *  d Another approach entirely is to put the CTE cubes into
+ *      a tree, in such a way that starting from the root, and
+ *      using 3 bits of address at a time, the correct branch of
+ *      each octree can be taken until a leaf is found.  Because
+ *      a given cube can be both a leaf and also have branches
+ *      going to sub-cubes, the search stops only when no
+ *      marked subcubes have addresses that match the given pixel.
+ *
+ *      In the tree method, we can start with a dense infrastructure,
+ *      and place the leaves corresponding to the N colors
+ *      in the tree, or we can grow from the root only those
+ *      branches that end directly on leaves.
+ *
+ *  What we do here is to take approach d, and implement the tree
+ *  "virtually", as a set of arrays, one array for each level
+ *  of the tree.   Initially we start at level 5, an array with
+ *  2^15 cubes, each with 8 subcubes.  We then build nodes at
+ *  levels closer to the root; at level 4 there are 2^12 nodes
+ *  each with 8 subcubes; etc.  Using these arrays has
+ *  several advantages:
+ *
+ *     ~  We don't need to keep track of links between cubes
+ *        and subcubes, because we can use the canonical
+ *        addressing on the cell arrays directly to determine
+ *        which nodes are parent cubes and which are sub-cubes.
+ *
+ *     ~  We can prune directly on this tree
+ *
+ *     ~  We can navigate the pruned tree quickly to classify
+ *        each pixel in the image.
+ *
+ *  Canonical addressing guarantees that the i-th node at level k
+ *  has 8 subnodes given by the 8*i ... 8*i+7 nodes at level k+1.
+ *
+ *  The pruning step works as follows.  We go from the lowest
+ *  level up.  At each level, the threshold is found from the
+ *  product of a factor near 1.0 and the ratio of unmarked pixels
+ *  to remaining colors minus the 64.  We march through
+ *  the space, sequentially considering a cube and its 8 subcubes.
+ *  We first check those subcubes that are not already
+ *  marked as CTE to see if any are above threshold, and if so,
+ *  generate a CTE and mark them as such.
+ *  We then determine if any of the subcubes have been marked.
+ *  If so, and there are subcubes that are not marked,
+ *  we generate a CTE for the cube from the remaining unmarked
+ *  subcubes; this is mandatory and does not depend on how many
+ *  pixels are in the set of subcubes.  If none of the subcubes
+ *  are marked, we aggregate their pixels into the cube
+ *  containing them, but do not mark it as a CTE; that
+ *  will be determined when iterating through the next level up.
+ *
+ *  When all the pixels in a cube are accounted for in one or more
+ *  colors, we set the boolean 'bleaf' to true.  This is the
+ *  flag used to mark the cubes in the pruning step.  If a cube
+ *  is marked, and all 8 subcubes are marked, then it is not
+ *  itself given a CTE because all pixels have already been
+ *  accounted for.
+ *
+ *  Note that the pruning of the tree and labelling of the CTEs
+ *  step 2 accomplishes step 3 implicitly, because the marked
+ *  and pruned tree is ready for use in labelling each pixel
+ *  in step 4.  We now, for every pixel in the image, traverse
+ *  the tree from the root, looking for the lowest cube that is a leaf.
+ *  At each level we have a cube and subcube.  If we reach a subcube
+ *  leaf that is marked 0, we know that the color is stored in the
+ *  cube above, and we've found the CTE.  Otherwise, the subcube
+ *  leaf is marked 1.  If we're at the last level, we've reached
+ *  the final leaf and must use it.  Otherwise, continue the
+ *  process at the next level down.
+ *
+ *  For robustness, efficiency and high quality output, we do the following:
+ *
+ *  (1) Measure the color content of the image.  If there is very little
+ *      color, quantize in grayscale.
+ *  (2) For efficiency, build the octree with a subsampled image if the
+ *      image is larger than some threshold size.
+ *  (3) Reserve an extra set of colors to prevent running out of colors
+ *      when pruning the octree; specifically, during the assignment
+ *      of those level 2 cells out of the 64 that have unassigned
+ *      pixels.  The problem of running out is more likely to happen
+ *      with small images, because the estimation we use for the
+ *      number of pixels available is not accurate.
+ *  (4) In the unlikely event that we run out of colors, the dithered
+ *      image can be very poor.  As this would only happen with very
+ *      small images, and dithering is not particularly noticeable with
+ *      such images, turn it off.
+ *
+ */ +PIX * +pixOctreeColorQuant(PIX *pixs, + l_int32 colors, + l_int32 ditherflag) +{ + PROCNAME("pixOctreeColorQuant"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (colors < 128 || colors > 240) /* further restricted */ + return (PIX *)ERROR_PTR("colors must be in [128, 240]", procName, NULL); + + return pixOctreeColorQuantGeneral(pixs, colors, ditherflag, 0.01, 0.01); +} + + +/*! + * \brief pixOctreeColorQuantGeneral() + * + * \param[in] pixs 32 bpp; 24-bit color + * \param[in] colors in colormap; some number in range [128 ... 240]; + * the actual number of colors used will be smaller + * \param[in] ditherflag 1 to dither, 0 otherwise + * \param[in] validthresh minimum fraction of pixels neither near white + * nor black, required for color quantization; + * typically ~0.01, but smaller for images that have + * color but are nearly all white + * \param[in] colorthresh minimum fraction of pixels with color that are + * not near white or black, that are required + * for color quantization; typ. ~0.01, but smaller + * for images that have color along with a + * significant fraction of gray + * \return pixd 8 bit with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) The parameters %validthresh and %colorthresh are used to
+ *          determine if color quantization should be used on an image,
+ *          or whether, instead, it should be quantized in grayscale.
+ *          If the image has very few non-white and non-black pixels, or
+ *          if those pixels that are non-white and non-black are all
+ *          very close to either white or black, it is usually better
+ *          to treat the color as accidental and to quantize the image
+ *          to gray only.  These parameters are useful if you know
+ *          something a priori about the image.  Perhaps you know that
+ *          there is only a very small fraction of color pixels, but they're
+ *          important to preserve; then you want to use a smaller value for
+ *          these parameters.  To disable conversion to gray and force
+ *          color quantization, use %validthresh = 0.0 and %colorthresh = 0.0.
+ *      (2) See pixOctreeColorQuant() for algorithmic and implementation
+ *          details.  This function has a more general interface.
+ *      (3) See pixColorFraction() for computing the fraction of pixels
+ *          that are neither white nor black, and the fraction of those
+ *          pixels that have little color.  From the documentation there:
+ *             If pixfract is very small, there are few pixels that are
+ *             neither black nor white.  If colorfract is very small,
+ *             the pixels that are neither black nor white have very
+ *             little color content.  The product 'pixfract * colorfract'
+ *             gives the fraction of pixels with significant color content.
+ *          We test against the product %validthresh * %colorthresh
+ *          to find color in images that have either very few
+ *          intermediate gray pixels or that have many such gray pixels.
+ *
+ */ +PIX * +pixOctreeColorQuantGeneral(PIX *pixs, + l_int32 colors, + l_int32 ditherflag, + l_float32 validthresh, + l_float32 colorthresh) +{ +l_int32 w, h, minside, factor, index, rval, gval, bval; +l_float32 scalefactor; +l_float32 pixfract; /* fraction neither near white nor black */ +l_float32 colorfract; /* fraction with color of the pixfract population */ +CQCELL ***cqcaa; +PIX *pixd, *pixsub; +PIXCMAP *cmap; + + PROCNAME("pixOctreeColorQuantGeneral"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (colors < 128 || colors > 240) + return (PIX *)ERROR_PTR("colors must be in [128, 240]", procName, NULL); + + /* Determine if the image has sufficient color content for + * octree quantization, based on the input thresholds. + * If pixfract << 1, most pixels are close to black or white. + * If colorfract << 1, the pixels that are not near + * black or white have very little color. + * If with insufficient color, quantize with a grayscale colormap. */ + pixGetDimensions(pixs, &w, &h, NULL); + if (validthresh > 0.0 && colorthresh > 0.0) { + minside = L_MIN(w, h); + factor = L_MAX(1, minside / 400); + pixColorFraction(pixs, 20, 244, 20, factor, &pixfract, &colorfract); + if (pixfract * colorfract < validthresh * colorthresh) { + L_INFO("\n Pixel fraction neither white nor black = %6.3f" + "\n Color fraction of those pixels = %6.3f" + "\n Quantizing to 8 bpp gray\n", + procName, pixfract, colorfract); + return pixConvertTo8(pixs, 1); + } + } else { + L_INFO("\n Process in color by default\n", procName); + } + + /* Conditionally subsample to speed up the first pass */ + if (w > TreeGenWidth) { + scalefactor = (l_float32)TreeGenWidth / (l_float32)w; + pixsub = pixScaleBySampling(pixs, scalefactor, scalefactor); + } else { + pixsub = pixClone(pixs); + } + + /* Drop the number of requested colors if image is very small */ + if (w < MinDitherSize && h < MinDitherSize) + colors = L_MIN(colors, 220); + + /* Make the pruned octree */ + cqcaa = octreeGenerateAndPrune(pixsub, colors, CqReservedColors, &cmap); + if (!cqcaa) { + pixDestroy(&pixsub); + return (PIX *)ERROR_PTR("tree not made", procName, NULL); + } +#if DEBUG_COLORQUANT + L_INFO(" Colors requested = %d\n", procName, colors); + L_INFO(" Actual colors = %d\n", procName, cmap->n); +#endif /* DEBUG_COLORQUANT */ + + /* Do not dither if image is very small */ + if (w < MinDitherSize && h < MinDitherSize && ditherflag == 1) { + L_INFO("Small image: dithering turned off\n", procName); + ditherflag = 0; + } + + /* Traverse tree from root, looking for lowest cube + * that is a leaf, and set dest pix value to its + * colortable index */ + if ((pixd = pixOctreeQuantizePixels(pixs, cqcaa, ditherflag)) == NULL) { + pixDestroy(&pixsub); + cqcellTreeDestroy(&cqcaa); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + + /* Attach colormap and copy res */ + pixSetColormap(pixd, cmap); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + + /* Force darkest color to black if each component <= 4 */ + pixcmapGetRankIntensity(cmap, 0.0, &index); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + if (rval < 5 && gval < 5 && bval < 5) + pixcmapResetColor(cmap, index, 0, 0, 0); + + /* Force lightest color to white if each component >= 252 */ + pixcmapGetRankIntensity(cmap, 1.0, &index); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + if (rval > 251 && gval > 251 && bval > 251) + pixcmapResetColor(cmap, index, 255, 255, 255); + + cqcellTreeDestroy(&cqcaa); + pixDestroy(&pixsub); + return pixd; +} + + +/*! + * \brief octreeGenerateAndPrune() + * + * \param[in] pixs + * \param[in] colors number of colors to use between 128 and 256 + * \param[in] reservedcolors number of reserved colors + * \param[out] pcmap colormap returned + * \return octree, colormap and number of colors used, or NULL + * on error + * + * 
+ * Notes:
+ *      (1) The number of colors in the cmap may differ from the number
+ *          of colors requested, but it will not be larger than 256
+ *
+ */ +static CQCELL *** +octreeGenerateAndPrune(PIX *pixs, + l_int32 colors, + l_int32 reservedcolors, + PIXCMAP **pcmap) +{ +l_int32 rval, gval, bval, cindex; +l_int32 level, ncells, octindex; +l_int32 w, h, wpls; +l_int32 i, j, isub; +l_int32 npix; /* number of remaining pixels to be assigned */ +l_int32 ncolor; /* number of remaining color cells to be used */ +l_int32 ppc; /* ave number of pixels left for each color cell */ +l_int32 rv, gv, bv; +l_float32 thresholdFactor[] = {0.01f, 0.01f, 1.0f, 1.0f, 1.0f, 1.0f}; +l_float32 thresh; /* factor of ppc for this level */ +l_uint32 *datas, *lines; +l_uint32 *rtab, *gtab, *btab; +CQCELL ***cqcaa; /* one array for each octree level */ +CQCELL **cqca, **cqcasub; +CQCELL *cqc, *cqcsub; +PIXCMAP *cmap; +NUMA *nat; /* accumulates levels for threshold cells */ +NUMA *nar; /* accumulates levels for residual cells */ + + PROCNAME("octreeGenerateAndPrune"); + + if (!pixs) + return (CQCELL ***)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (CQCELL ***)ERROR_PTR("pixs must be 32 bpp", procName, NULL); + if (colors < 128 || colors > 256) + return (CQCELL ***)ERROR_PTR("colors not in [128,256]", procName, NULL); + if (!pcmap) + return (CQCELL ***)ERROR_PTR("&cmap not defined", procName, NULL); + + if ((cqcaa = cqcellTreeCreate()) == NULL) + return (CQCELL ***)ERROR_PTR("cqcaa not made", procName, NULL); + + /* Make the canonical index tables */ + rtab = gtab = btab = NULL; + makeRGBToIndexTables(CqNLevels, &rtab, >ab, &btab); + + /* Generate an 8 bpp cmap (max size 256) */ + cmap = pixcmapCreate(8); + *pcmap = cmap; + + pixGetDimensions(pixs, &w, &h, NULL); + npix = w * h; /* initialize to all pixels */ + ncolor = colors - reservedcolors - ExtraReservedColors; + ppc = npix / ncolor; + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + + /* Accumulate the centers of each cluster at level CqNLevels */ + ncells = 1 << (3 * CqNLevels); + cqca = cqcaa[CqNLevels]; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + cqc = cqca[octindex]; + cqc->n++; + } + } + + /* Arrays for storing statistics */ + nat = numaCreate(0); + nar = numaCreate(0); + + /* Prune back from the lowest level and generate the colormap */ + for (level = CqNLevels - 1; level >= 2; level--) { + thresh = thresholdFactor[level]; + cqca = cqcaa[level]; + cqcasub = cqcaa[level + 1]; + ncells = 1 << (3 * level); + for (i = 0; i < ncells; i++) { /* i is octindex at level */ + cqc = cqca[i]; + for (j = 0; j < 8; j++) { /* check all subnodes */ + isub = 8 * i + j; /* isub is octindex at level+1 */ + cqcsub = cqcasub[isub]; + if (cqcsub->bleaf == 1) { /* already a leaf? */ + cqc->nleaves++; /* count the subcube leaves */ + continue; + } + if (cqcsub->n >= thresh * ppc) { /* make it a true leaf? */ + cqcsub->bleaf = 1; + if (cmap->n < 256) { + cqcsub->index = cmap->n; /* assign the color index */ + getRGBFromOctcube(isub, level + 1, &rv, &gv, &bv); + pixcmapAddColor(cmap, rv, gv, bv); +#if 1 /* save values */ + cqcsub->rc = rv; + cqcsub->gc = gv; + cqcsub->bc = bv; +#endif + } else { + /* This doesn't seem to happen. Do something. */ + L_ERROR("assigning pixels to wrong color\n", procName); + pixcmapGetNearestIndex(cmap, 128, 128, 128, &cindex); + cqcsub->index = cindex; /* assign to the nearest */ + pixcmapGetColor(cmap, cindex, &rval, &gval, &bval); + cqcsub->rc = rval; + cqcsub->gc = gval; + cqcsub->bc = bval; + } + cqc->nleaves++; + npix -= cqcsub->n; + ncolor--; + if (ncolor > 0) + ppc = npix / ncolor; + else if (ncolor + reservedcolors > 0) + ppc = npix / (ncolor + reservedcolors); + else + ppc = 1000000; /* make it big */ + numaAddNumber(nat, level + 1); + +#if DEBUG_OCTCUBE_CMAP + fprintf(stderr, "Exceeds threshold: colors used = %d, colors remaining = %d\n", + cmap->n, ncolor + reservedcolors); + fprintf(stderr, " cell with %d pixels, npix = %d, ppc = %d\n", + cqcsub->n, npix, ppc); + fprintf(stderr, " index = %d, level = %d, subindex = %d\n", + i, level, j); + fprintf(stderr, " rv = %d, gv = %d, bv = %d\n", rv, gv, bv); +#endif /* DEBUG_OCTCUBE_CMAP */ + + } + } + if (cqc->nleaves > 0 || level == 2) { /* make the cube a leaf now */ + cqc->bleaf = 1; + if (cqc->nleaves < 8) { /* residual CTE cube: acquire the + * remaining pixels */ + for (j = 0; j < 8; j++) { /* check all subnodes */ + isub = 8 * i + j; + cqcsub = cqcasub[isub]; + if (cqcsub->bleaf == 0) /* absorb */ + cqc->n += cqcsub->n; + } + if (cmap->n < 256) { + cqc->index = cmap->n; /* assign the color index */ + getRGBFromOctcube(i, level, &rv, &gv, &bv); + pixcmapAddColor(cmap, rv, gv, bv); +#if 1 /* save values */ + cqc->rc = rv; + cqc->gc = gv; + cqc->bc = bv; +#endif + } else { + L_WARNING("possibly assigned pixels to wrong color\n", + procName); + /* This is very bad. It will only cause trouble + * with dithering, and we try to avoid it with + * ExtraReservedColors. */ + pixcmapGetNearestIndex(cmap, rv, gv, bv, &cindex); + cqc->index = cindex; /* assign to the nearest */ + pixcmapGetColor(cmap, cindex, &rval, &gval, &bval); + cqc->rc = rval; + cqc->gc = gval; + cqc->bc = bval; + } + npix -= cqc->n; + ncolor--; + if (ncolor > 0) + ppc = npix / ncolor; + else if (ncolor + reservedcolors > 0) + ppc = npix / (ncolor + reservedcolors); + else + ppc = 1000000; /* make it big */ + numaAddNumber(nar, level); + +#if DEBUG_OCTCUBE_CMAP + fprintf(stderr, "By remainder: colors used = %d, colors remaining = %d\n", + cmap->n, ncolor + reservedcolors); + fprintf(stderr, " cell with %d pixels, npix = %d, ppc = %d\n", + cqc->n, npix, ppc); + fprintf(stderr, " index = %d, level = %d\n", i, level); + fprintf(stderr, " rv = %d, gv = %d, bv = %d\n", rv, gv, bv); +#endif /* DEBUG_OCTCUBE_CMAP */ + + } + } else { /* absorb all the subpixels but don't make it a leaf */ + for (j = 0; j < 8; j++) { /* absorb from all subnodes */ + isub = 8 * i + j; + cqcsub = cqcasub[isub]; + cqc->n += cqcsub->n; + } + } + } + } + +#if PRINT_OCTCUBE_STATS +{ +l_int32 tc[] = {0, 0, 0, 0, 0, 0, 0}; +l_int32 rc[] = {0, 0, 0, 0, 0, 0, 0}; +l_int32 nt, nr, ival; + + nt = numaGetCount(nat); + nr = numaGetCount(nar); + for (i = 0; i < nt; i++) { + numaGetIValue(nat, i, &ival); + tc[ival]++; + } + for (i = 0; i < nr; i++) { + numaGetIValue(nar, i, &ival); + rc[ival]++; + } + fprintf(stderr, " Threshold cells formed: %d\n", nt); + for (i = 1; i < CqNLevels + 1; i++) + fprintf(stderr, " level %d: %d\n", i, tc[i]); + fprintf(stderr, "\n Residual cells formed: %d\n", nr); + for (i = 0; i < CqNLevels ; i++) + fprintf(stderr, " level %d: %d\n", i, rc[i]); +} +#endif /* PRINT_OCTCUBE_STATS */ + + numaDestroy(&nat); + numaDestroy(&nar); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + + return cqcaa; +} + + +/*! + * \brief pixOctreeQuantizePixels() + * + * \param[in] pixs 32 bpp + * \param[in] cqcaa octree in array format + * \param[in] ditherflag 1 for dithering, 0 for no dithering + * \return pixd or NULL on error + * + * 
+ * Notes:
+ *      (1) This routine doesn't need to use the CTEs (colormap
+ *          table entries) because the color indices are embedded
+ *          in the octree.  Thus, the calling program must make
+ *          and attach the colormap to pixd after it is returned.
+ *      (2) Dithering is performed in integers, effectively rounding
+ *          to 1/8 sample increment.  The data in the integer buffers is
+ *          64 times the sample values.  The 'dif' is 8 times the
+ *          sample values, and this spread, multiplied by 8, to the
+ *          integer buffers.  Because the dif is truncated to an
+ *          integer, the dither is accurate to 1/8 of a sample increment,
+ *          or 1/2048 of the color range.
+ *
+ */ +static PIX * +pixOctreeQuantizePixels(PIX *pixs, + CQCELL ***cqcaa, + l_int32 ditherflag) +{ +l_uint8 *bufu8r, *bufu8g, *bufu8b; +l_int32 rval, gval, bval; +l_int32 octindex, index; +l_int32 val1, val2, val3, dif; +l_int32 w, h, wpls, wpld, i, j, success; +l_int32 rc, gc, bc; +l_int32 *buf1r, *buf1g, *buf1b, *buf2r, *buf2g, *buf2b; +l_uint32 *rtab, *gtab, *btab; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixOctreeQuantizePixels"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL); + if (!cqcaa) + return (PIX *)ERROR_PTR("cqcaa not defined", procName, NULL); + + /* Make output 8 bpp palette image */ + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + if ((pixd = pixCreate(w, h, 8)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Make the canonical index tables */ + rtab = gtab = btab = NULL; + makeRGBToIndexTables(CqNLevels, &rtab, >ab, &btab); + + /* Traverse tree from root, looking for lowest cube + * that is a leaf, and set dest pix to its + * colortable index value. The results are far + * better when dithering to get a more accurate + * average color. */ + if (ditherflag == 0) { /* no dithering */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + octreeFindColorCell(octindex, cqcaa, &index, &rc, &gc, &bc); + SET_DATA_BYTE(lined, j, index); + } + } + } else { /* Dither */ + success = TRUE; + bufu8r = bufu8g = bufu8b = NULL; + buf1r = buf1g = buf1b = buf2r = buf2g = buf2b = NULL; + bufu8r = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + bufu8g = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + bufu8b = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + buf1r = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf1g = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf1b = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2r = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2g = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2b = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + if (!bufu8r || !bufu8g || !bufu8b || !buf1r || !buf1g || + !buf1b || !buf2r || !buf2g || !buf2b) { + L_ERROR("buffer not made\n", procName); + success = FALSE; + goto buffer_cleanup; + } + + /* Start by priming buf2; line 1 is above line 2 */ + pixGetRGBLine(pixs, 0, bufu8r, bufu8g, bufu8b); + for (j = 0; j < w; j++) { + buf2r[j] = 64 * bufu8r[j]; + buf2g[j] = 64 * bufu8g[j]; + buf2b[j] = 64 * bufu8b[j]; + } + + for (i = 0; i < h - 1; i++) { + /* Swap data 2 --> 1, and read in new line 2 */ + memcpy(buf1r, buf2r, 4 * w); + memcpy(buf1g, buf2g, 4 * w); + memcpy(buf1b, buf2b, 4 * w); + pixGetRGBLine(pixs, i + 1, bufu8r, bufu8g, bufu8b); + for (j = 0; j < w; j++) { + buf2r[j] = 64 * bufu8r[j]; + buf2g[j] = 64 * bufu8g[j]; + buf2b[j] = 64 * bufu8b[j]; + } + + /* Dither */ + lined = datad + i * wpld; + for (j = 0; j < w - 1; j++) { + rval = buf1r[j] / 64; + gval = buf1g[j] / 64; + bval = buf1b[j] / 64; + octindex = rtab[rval] | gtab[gval] | btab[bval]; + octreeFindColorCell(octindex, cqcaa, &index, &rc, &gc, &bc); + SET_DATA_BYTE(lined, j, index); + + dif = buf1r[j] / 8 - 8 * rc; + if (dif != 0) { + val1 = buf1r[j + 1] + 3 * dif; + val2 = buf2r[j] + 3 * dif; + val3 = buf2r[j + 1] + 2 * dif; + if (dif > 0) { + buf1r[j + 1] = L_MIN(16383, val1); + buf2r[j] = L_MIN(16383, val2); + buf2r[j + 1] = L_MIN(16383, val3); + } else { + buf1r[j + 1] = L_MAX(0, val1); + buf2r[j] = L_MAX(0, val2); + buf2r[j + 1] = L_MAX(0, val3); + } + } + + dif = buf1g[j] / 8 - 8 * gc; + if (dif != 0) { + val1 = buf1g[j + 1] + 3 * dif; + val2 = buf2g[j] + 3 * dif; + val3 = buf2g[j + 1] + 2 * dif; + if (dif > 0) { + buf1g[j + 1] = L_MIN(16383, val1); + buf2g[j] = L_MIN(16383, val2); + buf2g[j + 1] = L_MIN(16383, val3); + } else { + buf1g[j + 1] = L_MAX(0, val1); + buf2g[j] = L_MAX(0, val2); + buf2g[j + 1] = L_MAX(0, val3); + } + } + + dif = buf1b[j] / 8 - 8 * bc; + if (dif != 0) { + val1 = buf1b[j + 1] + 3 * dif; + val2 = buf2b[j] + 3 * dif; + val3 = buf2b[j + 1] + 2 * dif; + if (dif > 0) { + buf1b[j + 1] = L_MIN(16383, val1); + buf2b[j] = L_MIN(16383, val2); + buf2b[j + 1] = L_MIN(16383, val3); + } else { + buf1b[j + 1] = L_MAX(0, val1); + buf2b[j] = L_MAX(0, val2); + buf2b[j + 1] = L_MAX(0, val3); + } + } + } + + /* Get last pixel in row; no downward propagation */ + rval = buf1r[w - 1] / 64; + gval = buf1g[w - 1] / 64; + bval = buf1b[w - 1] / 64; + octindex = rtab[rval] | gtab[gval] | btab[bval]; + octreeFindColorCell(octindex, cqcaa, &index, &rc, &gc, &bc); + SET_DATA_BYTE(lined, w - 1, index); + } + + /* Get last row of pixels; no leftward propagation */ + lined = datad + (h - 1) * wpld; + for (j = 0; j < w; j++) { + rval = buf2r[j] / 64; + gval = buf2g[j] / 64; + bval = buf2b[j] / 64; + octindex = rtab[rval] | gtab[gval] | btab[bval]; + octreeFindColorCell(octindex, cqcaa, &index, &rc, &gc, &bc); + SET_DATA_BYTE(lined, j, index); + } + +buffer_cleanup: + LEPT_FREE(bufu8r); + LEPT_FREE(bufu8g); + LEPT_FREE(bufu8b); + LEPT_FREE(buf1r); + LEPT_FREE(buf1g); + LEPT_FREE(buf1b); + LEPT_FREE(buf2r); + LEPT_FREE(buf2g); + LEPT_FREE(buf2b); + if (!success) pixDestroy(&pixd); + } + + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; +} + + +/*! + * \brief octreeFindColorCell() + * + * \param[in] octindex + * \param[in] cqcaa + * \param[out] pindex index of CTE; returned to set pixel value + * \param[out] prval of CTE + * \param[out] pgval of CTE + * \param[out] pbval of CTE + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) As this is in inner loop, we don't check input pointers!
+ *      (2) This traverses from the root (well, actually from level 2,
+ *          because the level 2 cubes are the largest CTE cubes),
+ *          and finds the index number of the cell and the color values,
+ *          which can be used either directly or in a (Floyd-Steinberg)
+ *          error-diffusion dithering algorithm.
+ *
+ */ +static l_int32 +octreeFindColorCell(l_int32 octindex, + CQCELL ***cqcaa, + l_int32 *pindex, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +l_int32 level; +l_int32 baseindex, subindex; +CQCELL *cqc, *cqcsub; + + /* Use rgb values stored in the cubes; a little faster */ + for (level = 2; level < CqNLevels; level++) { + getOctcubeIndices(octindex, level, &baseindex, &subindex); + cqc = cqcaa[level][baseindex]; + cqcsub = cqcaa[level + 1][subindex]; + if (cqcsub->bleaf == 0) { /* use cell at level above */ + *pindex = cqc->index; + *prval = cqc->rc; + *pgval = cqc->gc; + *pbval = cqc->bc; + break; + } else if (level == CqNLevels - 1) { /* reached the bottom */ + *pindex = cqcsub->index; + *prval = cqcsub->rc; + *pgval = cqcsub->gc; + *pbval = cqcsub->bc; + break; + } + } + +#if 0 + /* Generate rgb values for each cube on the fly; slower */ + for (level = 2; level < CqNLevels; level++) { + l_int32 rv, gv, bv; + getOctcubeIndices(octindex, level, &baseindex, &subindex); + cqc = cqcaa[level][baseindex]; + cqcsub = cqcaa[level + 1][subindex]; + if (cqcsub->bleaf == 0) { /* use cell at level above */ + getRGBFromOctcube(baseindex, level, &rv, &gv, &bv); + *pindex = cqc->index; + *prval = rv; + *pgval = gv; + *pbval = bv; + break; + } else if (level == CqNLevels - 1) { /* reached the bottom */ + getRGBFromOctcube(subindex, level + 1, &rv, &gv, &bv); + *pindex = cqcsub->index; + *prval = rv; + *pgval = gv; + *pbval = bv; + break; + } + } +#endif + + return 0; +} + + + +/*------------------------------------------------------------------* + * Helper cqcell functions * + *------------------------------------------------------------------*/ +/*! + * \brief cqcellTreeCreate() + * + * \return cqcell array tree + */ +static CQCELL *** +cqcellTreeCreate(void) +{ +l_int32 level, ncells, i; +CQCELL ***cqcaa; +CQCELL **cqca; /* one array for each octree level */ + + PROCNAME("cqcellTreeCreate"); + + /* Make array of accumulation cell arrays from levels 1 to 5 */ + if ((cqcaa = (CQCELL ***)LEPT_CALLOC(CqNLevels + 1, sizeof(CQCELL **))) + == NULL) + return (CQCELL ***)ERROR_PTR("cqcaa not made", procName, NULL); + for (level = 0; level <= CqNLevels; level++) { + ncells = 1 << (3 * level); + if ((cqca = (CQCELL **)LEPT_CALLOC(ncells, sizeof(CQCELL *))) == NULL) { + cqcellTreeDestroy(&cqcaa); + return (CQCELL ***)ERROR_PTR("cqca not made", procName, NULL); + } + cqcaa[level] = cqca; + for (i = 0; i < ncells; i++) { + if ((cqca[i] = (CQCELL *)LEPT_CALLOC(1, sizeof(CQCELL))) == NULL) { + cqcellTreeDestroy(&cqcaa); + return (CQCELL ***)ERROR_PTR("cqc not made", procName, NULL); + } + } + } + + return cqcaa; +} + + +/*! + * \brief cqcellTreeDestroy() + * + * \param[in,out] pcqcaa will be set to null before returning + */ +static void +cqcellTreeDestroy(CQCELL ****pcqcaa) +{ +l_int32 level, ncells, i; +CQCELL ***cqcaa; +CQCELL **cqca; + + PROCNAME("cqcellTreeDestroy"); + + if (pcqcaa == NULL) { + L_WARNING("ptr address is NULL\n", procName); + return; + } + + if ((cqcaa = *pcqcaa) == NULL) + return; + + for (level = 0; level <= CqNLevels; level++) { + cqca = cqcaa[level]; + ncells = 1 << (3 * level); + for (i = 0; i < ncells; i++) + LEPT_FREE(cqca[i]); + LEPT_FREE(cqca); + } + LEPT_FREE(cqcaa); + *pcqcaa = NULL; + + return; +} + + + +/*------------------------------------------------------------------* + * Helper index functions * + *------------------------------------------------------------------*/ +/*! + * \brief makeRGBToIndexTables() + * + * \param[in] cqlevels can be 1, 2, 3, 4, 5 or 6 + * \param[out] prtab, pgtab, pbtab tables + * \return 0 if OK; 1 on error + * + * 
+ *  Set up tables.  e.g., for cqlevels = 5, we need an integer 0 < i < 2^15:
+ *      rtab = 0  i7  0   0  i6  0   0  i5  0   0   i4  0   0   i3  0   0
+ *      gtab = 0  0   i7  0   0  i6  0   0  i5  0   0   i4  0   0   i3  0
+ *      btab = 0  0   0   i7  0  0   i6  0  0   i5  0   0   i4  0   0   i3
+ *
+ *  The tables are then used to map from rbg --> index as follows:
+ *      index = 0  r7  g7  b7  r6  g6  b6  r5  g5  b5  r4  g4  b4  r3  g3  b3
+ *
+ *    e.g., for cqlevels = 4, we map to
+ *      index = 0  0   0   0   r7  g7  b7  r6  g6  b6  r5  g5  b5  r4  g4  b4
+ *
+ *  This may look a bit strange.  The notation 'r7' means the MSBit of
+ *  the r value which has 8 bits, going down from r7 to r0.
+ *  Keep in mind that r7 is actually the r component bit for level 1 of
+ *  the octtree.  Level 1 is composed of 8 octcubes, represented by
+ *  the bits r7 g7 b7, which divide the entire color space into
+ *  8 cubes.  At level 2, each of these 8 octcubes is further divided into
+ *  8 cubes, each labeled by the second most significant bits r6 g6 b6
+ *  of the rgb color.
+ *
+ */ +l_ok +makeRGBToIndexTables(l_int32 cqlevels, + l_uint32 **prtab, + l_uint32 **pgtab, + l_uint32 **pbtab) +{ +l_int32 i; +l_uint32 *rtab, *gtab, *btab; + + PROCNAME("makeRGBToIndexTables"); + + if (cqlevels < 1 || cqlevels > 6) + return ERROR_INT("cqlevels must be in {1,...6}", procName, 1); + if (!prtab || !pgtab || !pbtab) + return ERROR_INT("not all &tabs defined", procName, 1); + + rtab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + gtab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + btab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + if (!rtab || !gtab || !btab) + return ERROR_INT("calloc fail for tab", procName, 1); + *prtab = rtab; + *pgtab = gtab; + *pbtab = btab; + + switch (cqlevels) + { + case 1: + for (i = 0; i < 256; i++) { + rtab[i] = (i >> 5) & 0x0004; + gtab[i] = (i >> 6) & 0x0002; + btab[i] = (i >> 7); + } + break; + case 2: + for (i = 0; i < 256; i++) { + rtab[i] = ((i >> 2) & 0x0020) | ((i >> 4) & 0x0004); + gtab[i] = ((i >> 3) & 0x0010) | ((i >> 5) & 0x0002); + btab[i] = ((i >> 4) & 0x0008) | ((i >> 6) & 0x0001); + } + break; + case 3: + for (i = 0; i < 256; i++) { + rtab[i] = ((i << 1) & 0x0100) | ((i >> 1) & 0x0020) | + ((i >> 3) & 0x0004); + gtab[i] = (i & 0x0080) | ((i >> 2) & 0x0010) | + ((i >> 4) & 0x0002); + btab[i] = ((i >> 1) & 0x0040) | ((i >> 3) & 0x0008) | + ((i >> 5) & 0x0001); + } + break; + case 4: + for (i = 0; i < 256; i++) { + rtab[i] = ((i << 4) & 0x0800) | ((i << 2) & 0x0100) | + (i & 0x0020) | ((i >> 2) & 0x0004); + gtab[i] = ((i << 3) & 0x0400) | ((i << 1) & 0x0080) | + ((i >> 1) & 0x0010) | ((i >> 3) & 0x0002); + btab[i] = ((i << 2) & 0x0200) | (i & 0x0040) | + ((i >> 2) & 0x0008) | ((i >> 4) & 0x0001); + } + break; + case 5: + for (i = 0; i < 256; i++) { + rtab[i] = ((i << 7) & 0x4000) | ((i << 5) & 0x0800) | + ((i << 3) & 0x0100) | ((i << 1) & 0x0020) | + ((i >> 1) & 0x0004); + gtab[i] = ((i << 6) & 0x2000) | ((i << 4) & 0x0400) | + ((i << 2) & 0x0080) | (i & 0x0010) | + ((i >> 2) & 0x0002); + btab[i] = ((i << 5) & 0x1000) | ((i << 3) & 0x0200) | + ((i << 1) & 0x0040) | ((i >> 1) & 0x0008) | + ((i >> 3) & 0x0001); + } + break; + case 6: + for (i = 0; i < 256; i++) { + rtab[i] = ((i << 10) & 0x20000) | ((i << 8) & 0x4000) | + ((i << 6) & 0x0800) | ((i << 4) & 0x0100) | + ((i << 2) & 0x0020) | (i & 0x0004); + gtab[i] = ((i << 9) & 0x10000) | ((i << 7) & 0x2000) | + ((i << 5) & 0x0400) | ((i << 3) & 0x0080) | + ((i << 1) & 0x0010) | ((i >> 1) & 0x0002); + btab[i] = ((i << 8) & 0x8000) | ((i << 6) & 0x1000) | + ((i << 4) & 0x0200) | ((i << 2) & 0x0040) | + (i & 0x0008) | ((i >> 2) & 0x0001); + } + break; + default: + ERROR_INT("cqlevels not in [1...6]", procName, 1); + break; + } + + return 0; +} + + +/*! + * \brief getOctcubeIndexFromRGB() + * + * \param[in] rval, gval, bval + * \param[in] rtab, gtab, btab generated with makeRGBToIndexTables() + * \param[out] pindex found index + * \return void + * + * 
+ * Notes:
+ *      No error checking!
+ *
+ */ +void +getOctcubeIndexFromRGB(l_int32 rval, + l_int32 gval, + l_int32 bval, + l_uint32 *rtab, + l_uint32 *gtab, + l_uint32 *btab, + l_uint32 *pindex) +{ + *pindex = rtab[rval] | gtab[gval] | btab[bval]; + return; +} + + +/*! + * \brief getRGBFromOctcube() + * + * \param[in] cubeindex octcube index + * \param[in] level at which index is expressed + * \param[out] prval r val of this cube + * \param[out] pgval g val of this cube + * \param[out] pbval b val of this cube + * \return void + * + * 
+ * Notes:
+ *      (1) We can consider all octcube indices to represent a
+ *          specific point in color space: namely, the location
+ *          of the 'upper-left' corner of the cube, where indices
+ *          increase down and to the right.  The upper left corner
+ *          of the color space is then 00000....
+ *      (2) The 'rgbindex' is a 24-bit representation of the location,
+ *          in octcube notation, at the center of the octcube.
+ *          To get to the center of an octcube, you choose the 111
+ *          octcube at the next lower level.
+ *      (3) For example, if the octcube index = 110101 (binary),
+ *          which is a level 2 expression, then the rgbindex
+ *          is the 24-bit representation of 110101111 (at level 3);
+ *          namely, 000110101111000000000000.  The number is padded
+ *          with 3 leading 0s (because the representation uses
+ *          only 21 bits) and 12 trailing 0s (the default for
+ *          levels 4-7, which are contained within each of the level3
+ *          octcubes.  Then the rgb values for the center of the
+ *          octcube are: rval = 11100000, gval = 10100000, bval = 01100000
+ *
+ */ +static void +getRGBFromOctcube(l_int32 cubeindex, + l_int32 level, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +l_int32 rgbindex; + + /* Bring to format in 21 bits: (r7 g7 b7 r6 g6 b6 ...) */ + /* This is valid for levels from 0 to 6 */ + rgbindex = cubeindex << (3 * (7 - level)); /* upper corner of cube */ + rgbindex |= (0x7 << (3 * (6 - level))); /* index to center of cube */ + + /* Extract separate pieces */ + *prval = ((rgbindex >> 13) & 0x80) | + ((rgbindex >> 11) & 0x40) | + ((rgbindex >> 9) & 0x20) | + ((rgbindex >> 7) & 0x10) | + ((rgbindex >> 5) & 0x08) | + ((rgbindex >> 3) & 0x04) | + ((rgbindex >> 1) & 0x02); + *pgval = ((rgbindex >> 12) & 0x80) | + ((rgbindex >> 10) & 0x40) | + ((rgbindex >> 8) & 0x20) | + ((rgbindex >> 6) & 0x10) | + ((rgbindex >> 4) & 0x08) | + ((rgbindex >> 2) & 0x04) | + (rgbindex & 0x02); + *pbval = ((rgbindex >> 11) & 0x80) | + ((rgbindex >> 9) & 0x40) | + ((rgbindex >> 7) & 0x20) | + ((rgbindex >> 5) & 0x10) | + ((rgbindex >> 3) & 0x08) | + ((rgbindex >> 1) & 0x04) | + ((rgbindex << 1) & 0x02); + + return; +} + + +/*! + * \brief getOctcubeIndices() + * + * \param[in] rgbindex + * \param[in] level octree level 0, 1, 2, 3, 4, 5 + * \param[out] pbindex base index index at the octree level + * \param[out] psindex sub index index at the next lower level + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *  for CqNLevels = 6, the full RGB index is in the form:
+ *     index = (0[13] 0 r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4 r3 g3 b3 r2 g2 b2)
+ *  for CqNLevels = 5, the full RGB index is in the form:
+ *     index = (0[16] 0 r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4 r3 g3 b3)
+ *  for CqNLevels = 4, the full RGB index is in the form:
+ *     index = (0[19] 0 r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4)
+ *
+ *  The base index is the index of the octcube at the level given,
+ *  whereas the sub index is the index at the next level down.
+ *
+ *  For level 0: base index = 0
+ *               sub index is the 3 bit number (r7 g7 b7)
+ *  For level 1: base index = (r7 g7 b7)
+ *               sub index = (r7 g7 b7 r6 g6 b6)
+ *  For level 2: base index = (r7 g7 b7 r6 g6 b6)
+ *               sub index = (r7 g7 b7 r6 g6 b6 r5 g5 b5)
+ *  For level 3: base index = (r7 g7 b7 r6 g6 b6 r5 g5 b5)
+ *               sub index = (r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4)
+ *  For level 4: base index = (r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4)
+ *               sub index = (r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4 r3 g3 b3)
+ *  For level 5: base index = (r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4 r3 g3 b3)
+ *               sub index = (r7 g7 b7 r6 g6 b6 r5 g5 b5 r4 g4 b4 r3 g3 b3
+ *                            r2 g2 b2)
+ *
+ */ +static l_int32 +getOctcubeIndices(l_int32 rgbindex, + l_int32 level, + l_int32 *pbindex, + l_int32 *psindex) +{ + PROCNAME("getOctcubeIndex"); + + if (level < 0 || level > CqNLevels - 1) + return ERROR_INT("level must be in e.g., [0 ... 5]", procName, 1); + if (!pbindex) + return ERROR_INT("&bindex not defined", procName, 1); + if (!psindex) + return ERROR_INT("&sindex not defined", procName, 1); + + *pbindex = rgbindex >> (3 * (CqNLevels - level)); + *psindex = rgbindex >> (3 * (CqNLevels - 1 - level)); + return 0; +} + + +/*! + * \brief octcubeGetCount() + * + * \param[in] level valid values are in [1,...6]; there are 2^level + * cubes along each side of the rgb cube + * \param[out] psize 2^(3 * level) cubes in the entire rgb cube + * \return 0 if OK, 1 on error. Caller must check! + * + * 
+ *     level:   1        2        3        4        5        6
+ *     size:    8       64       512     4098     32784   262272
+ *
+ */ +static l_int32 +octcubeGetCount(l_int32 level, + l_int32 *psize) +{ + PROCNAME("octcubeGetCount"); + + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (level < 1 || level > 6) + return ERROR_INT("invalid level", procName, 1); + + *psize = 1 << (3 * level); + return 0; +} + + +/*---------------------------------------------------------------------------* + * Adaptive octree quantization based on population at a fixed level * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixOctreeQuantByPopulation() + * + * \param[in] pixs 32 bpp rgb + * \param[in] level significant bits for each of RGB; valid for {3,4}. + * Use 0 for default (level 4; recommended + * \param[in] ditherflag 1 to dither, 0 otherwise + * \return pixd quantized to octcubes or NULL on error + * + * 
+ * Notes:
+ *      (1) This color quantization method works very well without
+ *          dithering, using octcubes at two different levels:
+ *            (a) the input %level, which is either 3 or 4
+ *            (b) level 2 (64 octcubes to cover the entire color space)
+ *      (2) For best results, using %level = 4 is recommended.
+ *          Why do we provide an option for using level 3?  Because
+ *          there are 512 octcubes at level 3, and for many images
+ *          not more than 256 are filled.  As a result, on some images
+ *          a very accurate quantized representation is possible using
+ *          %level = 3.
+ *      (3) This first breaks up the color space into octcubes at the
+ *          input %level, and computes, for each octcube, the average
+ *          value of the pixels that are in it.
+ *      (4) Then there are two possible situations:
+ *            (a) If there are not more than 256 populated octcubes,
+ *                it returns a cmapped pix with those values assigned.
+ *            (b) Otherwise, it selects 192 octcubes containing the largest
+ *                number of pixels and quantizes pixels within those octcubes
+ *                to their average.  Then, to handle the residual pixels
+ *                that are not in those 192 octcubes, it generates a
+ *                level 2 octree consisting of 64 octcubes, and within
+ *                each octcube it quantizes the residual pixels to their
+ *                average within each of those level 2 octcubes.
+ *      (5) Unpopulated level 2 octcubes are represented in the colormap
+ *          by their centers.  This, of course, has no effect unless
+ *          dithering is used for the output image.
+ *      (6) The depth of pixd is the minimum required to support the
+ *          number of colors found at %level; namely, 2, 4 or 8.
+ *      (7) This function works particularly well on images such as maps,
+ *          where there are a relatively small number of well-populated
+ *          colors, but due to antialiasing and compression artifacts
+ *          there may be a large number of different colors.  This will
+ *          pull out and represent accurately the highly populated colors,
+ *          while still making a reasonable approximation for the others.
+ *      (8) The highest level of octcubes allowed is 4.  Use of higher
+ *          levels typically results in having a small fraction of
+ *          pixels in the most populated 192 octcubes.  As a result,
+ *          most of the pixels are represented at level 2, which is
+ *          not sufficiently accurate.
+ *      (9) Dithering shows artifacts on some images.  If you plan to
+ *          dither, pixOctreeColorQuant() and pixFixedOctcubeQuant256()
+ *          usually give better results.
+ *
+ */ +PIX * +pixOctreeQuantByPopulation(PIX *pixs, + l_int32 level, + l_int32 ditherflag) +{ +l_int32 w, h, wpls, wpld, i, j, depth, size, ncolors, index; +l_int32 rval, gval, bval; +l_int32 *rarray, *garray, *barray, *narray, *iarray; +l_uint32 octindex, octindex2; +l_uint32 *rtab, *gtab, *btab, *rtab2, *gtab2, *btab2; +l_uint32 *lines, *lined, *datas, *datad; +L_OCTCUBE_POP *opop; +L_HEAP *lh; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixOctreeQuantByPopulation"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (level == 0) level = 4; + if (level < 3 || level > 4) + return (PIX *)ERROR_PTR("level not in {3,4}", procName, NULL); + + /* Do not dither if image is very small */ + pixGetDimensions(pixs, &w, &h, NULL); + if (w < MinDitherSize && h < MinDitherSize && ditherflag == 1) { + L_INFO("Small image: dithering turned off\n", procName); + ditherflag = 0; + } + + if (octcubeGetCount(level, &size)) /* array size = 2 ** (3 * level) */ + return (PIX *)ERROR_PTR("size not returned", procName, NULL); + rtab = gtab = btab = NULL; + makeRGBToIndexTables(level, &rtab, >ab, &btab); + + pixd = NULL; + narray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + rarray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + garray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + barray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + if (!narray || !rarray || !garray || !barray) + goto array_cleanup; + + /* Place the pixels in octcube leaves. */ + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + narray[octindex]++; + rarray[octindex] += rval; + garray[octindex] += gval; + barray[octindex] += bval; + } + } + + /* Find the number of different colors */ + for (i = 0, ncolors = 0; i < size; i++) { + if (narray[i] > 0) + ncolors++; + } + if (ncolors <= 4) + depth = 2; + else if (ncolors <= 16) + depth = 4; + else + depth = 8; + pixd = pixCreate(w, h, depth); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + cmap = pixcmapCreate(depth); + pixSetColormap(pixd, cmap); + + /* Average the colors in each octcube leaf. */ + for (i = 0; i < size; i++) { + if (narray[i] > 0) { + rarray[i] /= narray[i]; + garray[i] /= narray[i]; + barray[i] /= narray[i]; + } + } + + /* If ncolors <= 256, finish immediately. Do not dither. + * Re-use narray to hold the colormap index + 1 */ + if (ncolors <= 256) { + for (i = 0, index = 0; i < size; i++) { + if (narray[i] > 0) { + pixcmapAddColor(cmap, rarray[i], garray[i], barray[i]); + narray[i] = index + 1; /* to avoid storing 0 */ + index++; + } + } + + /* Set the cmap indices for each pixel */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + switch (depth) + { + case 8: + SET_DATA_BYTE(lined, j, narray[octindex] - 1); + break; + case 4: + SET_DATA_QBIT(lined, j, narray[octindex] - 1); + break; + case 2: + SET_DATA_DIBIT(lined, j, narray[octindex] - 1); + break; + default: + L_WARNING("shouldn't get here\n", procName); + } + } + } + goto array_cleanup; + } + + /* More complicated. Sort by decreasing population */ + lh = lheapCreate(500, L_SORT_DECREASING); + for (i = 0; i < size; i++) { + if (narray[i] > 0) { + opop = (L_OCTCUBE_POP *)LEPT_CALLOC(1, sizeof(L_OCTCUBE_POP)); + opop->npix = (l_float32)narray[i]; + opop->index = i; + opop->rval = rarray[i]; + opop->gval = garray[i]; + opop->bval = barray[i]; + lheapAdd(lh, opop); + } + } + + /* Take the top 192. These will form the first 192 colors + * in the cmap. iarray[i] holds the index into the cmap. */ + iarray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + for (i = 0; i < 192; i++) { + opop = (L_OCTCUBE_POP*)lheapRemove(lh); + if (!opop) break; + pixcmapAddColor(cmap, opop->rval, opop->gval, opop->bval); + iarray[opop->index] = i + 1; /* +1 to avoid storing 0 */ + +#if DEBUG_POP + fprintf(stderr, "i = %d, n = %6.0f, (r,g,b) = (%d %d %d)\n", + i, opop->npix, opop->rval, opop->gval, opop->bval); +#endif /* DEBUG_POP */ + + LEPT_FREE(opop); + } + + /* Make the octindex tables for level 2, and reuse rarray, etc. */ + rtab2 = gtab2 = btab2 = NULL; + makeRGBToIndexTables(2, &rtab2, >ab2, &btab2); + for (i = 0; i < 64; i++) { + narray[i] = 0; + rarray[i] = 0; + garray[i] = 0; + barray[i] = 0; + } + + /* Take the rest of the occupied octcubes, assigning the pixels + * to these new colormap indices. iarray[] is addressed + * by %level octcube indices, and it now holds the + * colormap indices for all pixels in pixs. */ + for (i = 192; i < size; i++) { + opop = (L_OCTCUBE_POP*)lheapRemove(lh); + if (!opop) break; + rval = opop->rval; + gval = opop->gval; + bval = opop->bval; + octindex2 = rtab2[rval] | gtab2[gval] | btab2[bval]; + narray[octindex2] += (l_int32)opop->npix; + rarray[octindex2] += (l_int32)opop->npix * rval; + garray[octindex2] += (l_int32)opop->npix * gval; + barray[octindex2] += (l_int32)opop->npix * bval; + iarray[opop->index] = 192 + octindex2 + 1; /* +1 to avoid storing 0 */ + LEPT_FREE(opop); + } + lheapDestroy(&lh, TRUE); + + /* To span the full color space, which is necessary for dithering, + * set each iarray element whose value is still 0 at the input + * level octcube leaves (because there were no pixels in those + * octcubes) to the colormap index corresponding to its level 2 + * octcube. */ + if (ditherflag) { + for (i = 0; i < size; i++) { + if (iarray[i] == 0) { + getRGBFromOctcube(i, level, &rval, &gval, &bval); + octindex2 = rtab2[rval] | gtab2[gval] | btab2[bval]; + iarray[i] = 192 + octindex2 + 1; + } + } + } + LEPT_FREE(rtab2); + LEPT_FREE(gtab2); + LEPT_FREE(btab2); + + /* Average the colors from the residuals in each level 2 octcube, + * and add these 64 values to the colormap. */ + for (i = 0; i < 64; i++) { + if (narray[i] > 0) { + rarray[i] /= narray[i]; + garray[i] /= narray[i]; + barray[i] /= narray[i]; + } else { /* no pixels in this octcube; use center value */ + getRGBFromOctcube(i, 2, &rarray[i], &garray[i], &barray[i]); + } + pixcmapAddColor(cmap, rarray[i], garray[i], barray[i]); + } + + /* Set the cmap indices for each pixel. Subtract 1 from + * the value in iarray[] because we added 1 earlier. */ + if (ditherflag == 0) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + SET_DATA_BYTE(lined, j, iarray[octindex] - 1); + } + } + } else { /* dither */ + pixDitherOctindexWithCmap(pixs, pixd, rtab, gtab, btab, + iarray, POP_DIF_CAP); + } + +#if DEBUG_POP + for (i = 0; i < size / 16; i++) { + l_int32 j; + for (j = 0; j < 16; j++) + fprintf(stderr, "%d ", iarray[16 * i + j]); + fprintf(stderr, "\n"); + } +#endif /* DEBUG_POP */ + + LEPT_FREE(iarray); + +array_cleanup: + LEPT_FREE(narray); + LEPT_FREE(rarray); + LEPT_FREE(garray); + LEPT_FREE(barray); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + + return pixd; +} + + +/*! + * \brief pixDitherOctindexWithCmap() + * + * \param[in] pixs 32 bpp rgb + * \param[in] pixd 8 bpp cmapped + * \param[in] rtab, gtab, btab tables from rval to octindex + * \param[in] indexmap array mapping octindex to cmap index + * \param[in] difcap max allowed dither transfer; + * use 0 for infinite cap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This performs dithering to generate the colormap indices
+ *          in pixd.  The colormap has been calculated, along with
+ *          four input LUTs that together give the inverse colormapping
+ *          from RGB to colormap index.
+ *      (2) For pixOctreeQuantByPopulation(), %indexmap maps from the
+ *          standard octindex to colormap index (after subtracting 1).
+ *          The basic pixel-level function, without dithering, is:
+ *             extractRGBValues(lines[j], &rval, &gval, &bval);
+ *             octindex = rtab[rval] | gtab[gval] | btab[bval];
+ *             SET_DATA_BYTE(lined, j, indexmap[octindex] - 1);
+ *      (3) This can be used in any situation where the general
+ *          prescription for finding the colormap index from the rgb
+ *          value is precisely this:
+ *             cmapindex = indexmap[rtab[rval] | gtab[gval] | btab[bval]] - 1
+ *          For example, in pixFixedOctcubeQuant256(), we don't use
+ *          standard octcube indexing, the rtab (etc) LUTs map directly
+ *          to the colormap index, and %indexmap just compensates for
+ *          the 1-off indexing assumed to be in that table.
+ *
+ */ +static l_int32 +pixDitherOctindexWithCmap(PIX *pixs, + PIX *pixd, + l_uint32 *rtab, + l_uint32 *gtab, + l_uint32 *btab, + l_int32 *indexmap, + l_int32 difcap) +{ +l_uint8 *bufu8r, *bufu8g, *bufu8b; +l_int32 i, j, w, h, wpld, octindex, cmapindex, success; +l_int32 rval, gval, bval, rc, gc, bc; +l_int32 dif, val1, val2, val3; +l_int32 *buf1r, *buf1g, *buf1b, *buf2r, *buf2g, *buf2b; +l_uint32 *datad, *lined; +PIXCMAP *cmap; + + PROCNAME("pixDitherOctindexWithCmap"); + + if (!pixs || pixGetDepth(pixs) != 32) + return ERROR_INT("pixs undefined or not 32 bpp", procName, 1); + if (!pixd || pixGetDepth(pixd) != 8) + return ERROR_INT("pixd undefined or not 8 bpp", procName, 1); + if ((cmap = pixGetColormap(pixd)) == NULL) + return ERROR_INT("pixd not cmapped", procName, 1); + if (!rtab || !gtab || !btab || !indexmap) + return ERROR_INT("not all 4 tables defined", procName, 1); + pixGetDimensions(pixs, &w, &h, NULL); + if (pixGetWidth(pixd) != w || pixGetHeight(pixd) != h) + return ERROR_INT("pixs and pixd not same size", procName, 1); + + success = TRUE; + bufu8r = bufu8g = bufu8b = NULL; + buf1r = buf1g = buf1b = buf2r = buf2g = buf2b = NULL; + bufu8r = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + bufu8g = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + bufu8b = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + buf1r = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf1g = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf1b = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2r = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2g = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2b = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + if (!bufu8r || !bufu8g || !bufu8b || !buf1r || !buf1g || + !buf1b || !buf2r || !buf2g || !buf2b) { + L_ERROR("buffer not made\n", procName); + success = FALSE; + goto buffer_cleanup; + } + + /* Start by priming buf2; line 1 is above line 2 */ + pixGetRGBLine(pixs, 0, bufu8r, bufu8g, bufu8b); + for (j = 0; j < w; j++) { + buf2r[j] = 64 * bufu8r[j]; + buf2g[j] = 64 * bufu8g[j]; + buf2b[j] = 64 * bufu8b[j]; + } + + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h - 1; i++) { + /* Swap data 2 --> 1, and read in new line 2 */ + memcpy(buf1r, buf2r, 4 * w); + memcpy(buf1g, buf2g, 4 * w); + memcpy(buf1b, buf2b, 4 * w); + pixGetRGBLine(pixs, i + 1, bufu8r, bufu8g, bufu8b); + for (j = 0; j < w; j++) { + buf2r[j] = 64 * bufu8r[j]; + buf2g[j] = 64 * bufu8g[j]; + buf2b[j] = 64 * bufu8b[j]; + } + + /* Dither */ + lined = datad + i * wpld; + for (j = 0; j < w - 1; j++) { + rval = buf1r[j] / 64; + gval = buf1g[j] / 64; + bval = buf1b[j] / 64; + octindex = rtab[rval] | gtab[gval] | btab[bval]; + cmapindex = indexmap[octindex] - 1; + SET_DATA_BYTE(lined, j, cmapindex); + pixcmapGetColor(cmap, cmapindex, &rc, &gc, &bc); + + dif = buf1r[j] / 8 - 8 * rc; + if (difcap > 0) { + if (dif > difcap) dif = difcap; + if (dif < -difcap) dif = -difcap; + } + if (dif != 0) { + val1 = buf1r[j + 1] + 3 * dif; + val2 = buf2r[j] + 3 * dif; + val3 = buf2r[j + 1] + 2 * dif; + if (dif > 0) { + buf1r[j + 1] = L_MIN(16383, val1); + buf2r[j] = L_MIN(16383, val2); + buf2r[j + 1] = L_MIN(16383, val3); + } else { + buf1r[j + 1] = L_MAX(0, val1); + buf2r[j] = L_MAX(0, val2); + buf2r[j + 1] = L_MAX(0, val3); + } + } + + dif = buf1g[j] / 8 - 8 * gc; + if (difcap > 0) { + if (dif > difcap) dif = difcap; + if (dif < -difcap) dif = -difcap; + } + if (dif != 0) { + val1 = buf1g[j + 1] + 3 * dif; + val2 = buf2g[j] + 3 * dif; + val3 = buf2g[j + 1] + 2 * dif; + if (dif > 0) { + buf1g[j + 1] = L_MIN(16383, val1); + buf2g[j] = L_MIN(16383, val2); + buf2g[j + 1] = L_MIN(16383, val3); + } else { + buf1g[j + 1] = L_MAX(0, val1); + buf2g[j] = L_MAX(0, val2); + buf2g[j + 1] = L_MAX(0, val3); + } + } + + dif = buf1b[j] / 8 - 8 * bc; + if (difcap > 0) { + if (dif > difcap) dif = difcap; + if (dif < -difcap) dif = -difcap; + } + if (dif != 0) { + val1 = buf1b[j + 1] + 3 * dif; + val2 = buf2b[j] + 3 * dif; + val3 = buf2b[j + 1] + 2 * dif; + if (dif > 0) { + buf1b[j + 1] = L_MIN(16383, val1); + buf2b[j] = L_MIN(16383, val2); + buf2b[j + 1] = L_MIN(16383, val3); + } else { + buf1b[j + 1] = L_MAX(0, val1); + buf2b[j] = L_MAX(0, val2); + buf2b[j + 1] = L_MAX(0, val3); + } + } + } + + /* Get last pixel in row; no downward propagation */ + rval = buf1r[w - 1] / 64; + gval = buf1g[w - 1] / 64; + bval = buf1b[w - 1] / 64; + octindex = rtab[rval] | gtab[gval] | btab[bval]; + cmapindex = indexmap[octindex] - 1; + SET_DATA_BYTE(lined, w - 1, cmapindex); + } + + /* Get last row of pixels; no leftward propagation */ + lined = datad + (h - 1) * wpld; + for (j = 0; j < w; j++) { + rval = buf2r[j] / 64; + gval = buf2g[j] / 64; + bval = buf2b[j] / 64; + octindex = rtab[rval] | gtab[gval] | btab[bval]; + cmapindex = indexmap[octindex] - 1; + SET_DATA_BYTE(lined, j, cmapindex); + } + +buffer_cleanup: + LEPT_FREE(bufu8r); + LEPT_FREE(bufu8g); + LEPT_FREE(bufu8b); + LEPT_FREE(buf1r); + LEPT_FREE(buf1g); + LEPT_FREE(buf1b); + LEPT_FREE(buf2r); + LEPT_FREE(buf2g); + LEPT_FREE(buf2b); + + return (success) ? 0 : 1; +} + + +/*---------------------------------------------------------------------------* + * Adaptive octree quantization to 4 and 8 bpp with max colors * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixOctreeQuantNumColors() + * + * \param[in] pixs 32 bpp rgb + * \param[in] maxcolors 8 to 256; the actual number of colors used + * may be less than this + * \param[in] subsample factor for computing color distribution; + * use 0 for default + * \return pixd 4 or 8 bpp, colormapped, or NULL on error + * + * 
+ *  pixOctreeColorQuant is very flexible in terms of the relative
+ *  depth of different cubes of the octree.   By contrast, this function,
+ *  pixOctreeQuantNumColors is also adaptive, but it supports octcube
+ *  leaves at only two depths: a smaller depth that guarantees
+ *  full coverage of the color space and octcubes at one level
+ *  deeper for more accurate colors.  Its main virutes are simplicity
+ *  and speed, which are both derived from the natural indexing of
+ *  the octcubes from the RGB values.
+ *
+ *  Before describing pixOctreeQuantNumColors, consider an even simpler
+ *  approach for 4 bpp with either 8 or 16 colors.  With 8 colors,
+ *  you simply go to level 1 octcubes and use the average color
+ *  found in each cube.  For 16 colors, you find which of the three
+ *  colors has the largest variance at the second level, and use two
+ *  indices for that color.  The result is quite poor, because 1 some
+ *  of the cubes are nearly empty and 2 you don't get much color
+ *  differentiation for the extra 8 colors.  Trust me, this method may
+ *  be simple, but it isn't worth anything.
+ *
+ *  In pixOctreeQuantNumColors, we generate colormapped images at
+ *  either 4 bpp or 8 bpp.  For 4 bpp, we have a minimum of 8 colors
+ *  for the level 1 octcubes, plus up to 8 additional colors that
+ *  are determined from the level 2 popularity.  If the number of colors
+ *  is between 8 and 16, the output is a 4 bpp image.  If the number of
+ *  colors is greater than 16, the output is a 8 bpp image.
+ *
+ *  We use a priority queue, implemented with a heap, to select the
+ *  requisite number of most populated octcubes at the deepest level
+ *  level 2 for 64 or fewer colors; level 3 for more than 64 colors.
+ *  These are combined with one color for each octcube one level above,
+ *  which is used to span the color space of octcubes that were not
+ *  included at the deeper level.
+ *
+ *  If the deepest level is 2, we combine the popular level 2 octcubes
+ *  out of a total of 64 with the 8 level 1 octcubes.  If the deepest
+ *  level is 3, we combine the popular level 3 octcubes out of a
+ *  total 512 with the 64 level 2 octcubes that span the color space.
+ *  In the latter case, we require a minimum of 64 colors for the level 2
+ *  octcubes, plus up to 192 additional colors determined from level 3
+ *  popularity.
+ *
+ *  The parameter 'maxlevel' is the deepest octcube level that is used.
+ *  The implementation also uses two LUTs, which are employed in
+ *  two successive traversals of the dest image.  The first maps
+ *  from the src octindex at 'maxlevel' to the color table index,
+ *  which is the value that is stored in the 4 or 8 bpp dest pixel.
+ *  The second LUT maps from that colormap value in the dest to a
+ *  new colormap value for a minimum sized colormap, stored back in
+ *  the dest.  It is used to remove any color map entries that
+ *  correspond to color space regions that have no pixels in the
+ *  source image.  These regions can be either from the higher level
+ *  e.g., level 1 for 4 bpp, or from octcubes at 'maxlevel' that
+ *  are unoccupied.  This remapping results in the minimum number
+ *  of colors used according to the constraints induced by the
+ *  input 'maxcolors'.  We also compute the average R, G and B color
+ *  values in each region of the color space represented by a
+ *  colormap entry, and store them in the colormap.
+ *
+ *  The maximum number of colors is input, which determines the
+ *  following properties of the dest image and octcube regions used:
+ *
+ *     Number of colors      dest image depth      maxlevel
+ *     ----------------      ----------------      --------
+ *       8 to 16                  4 bpp               2
+ *       17 to 64                 8 bpp               2
+ *       65 to 256                8 bpp               3
+ *
+ *  It may turn out that the number of extra colors, beyond the
+ *  minimum 8 and 64 for maxlevel 2 and 3, respectively, is larger
+ *  than the actual number of occupied cubes at these levels
+ *  In that case, all the pixels are contained in this
+ *  subset of cubes at maxlevel, and no colormap colors are needed
+ *  to represent the remainder pixels one level above.  Thus, for
+ *  example, in use one often finds that the pixels in an image
+ *  occupy less than 192 octcubes at level 3, so they can be represented
+ *  by a colormap for octcubes at level 3 only.
+ *
+ */ +PIX * +pixOctreeQuantNumColors(PIX *pixs, + l_int32 maxcolors, + l_int32 subsample) +{ +l_int32 w, h, minside, bpp, wpls, wpld, i, j, actualcolors; +l_int32 rval, gval, bval, nbase, nextra, maxlevel, ncubes, val; +l_int32 *lut1, *lut2; +l_uint32 index; +l_uint32 *lines, *lined, *datas, *datad, *pspixel; +l_uint32 *rtab, *gtab, *btab; +OQCELL *oqc; +OQCELL **oqca; +L_HEAP *lh; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixOctreeQuantNumColors"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (maxcolors < 8) { + L_WARNING("max colors < 8; setting to 8\n", procName); + maxcolors = 8; + } + if (maxcolors > 256) { + L_WARNING("max colors > 256; setting to 256\n", procName); + maxcolors = 256; + } + + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + minside = L_MIN(w, h); + if (subsample <= 0) { + subsample = L_MAX(1, minside / 200); + } + + if (maxcolors <= 16) { + bpp = 4; + pixd = pixCreate(w, h, bpp); + maxlevel = 2; + ncubes = 64; /* 2^6 */ + nbase = 8; + nextra = maxcolors - nbase; + } else if (maxcolors <= 64) { + bpp = 8; + pixd = pixCreate(w, h, bpp); + maxlevel = 2; + ncubes = 64; /* 2^6 */ + nbase = 8; + nextra = maxcolors - nbase; + } else { /* maxcolors <= 256 */ + bpp = 8; + pixd = pixCreate(w, h, bpp); + maxlevel = 3; + ncubes = 512; /* 2^9 */ + nbase = 64; + nextra = maxcolors - nbase; + } + + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + + /*----------------------------------------------------------* + * If we're using the minimum number of colors, it is * + * much simpler. We just use 'nbase' octcubes. * + * For this case, we don't eliminate any extra colors. * + *----------------------------------------------------------*/ + if (nextra == 0) { + /* prepare the OctcubeQuantCell array */ + if ((oqca = (OQCELL **)LEPT_CALLOC(nbase, sizeof(OQCELL *))) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("oqca not made", procName, NULL); + } + for (i = 0; i < nbase; i++) { + oqca[i] = (OQCELL *)LEPT_CALLOC(1, sizeof(OQCELL)); + oqca[i]->n = 0.0; + } + + rtab = gtab = btab = NULL; + makeRGBToIndexTables(maxlevel - 1, &rtab, >ab, &btab); + + /* Go through the entire image, gathering statistics and + * assigning pixels to their quantized value */ + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pspixel = lines + j; + extractRGBValues(*pspixel, &rval, &gval, &bval); + getOctcubeIndexFromRGB(rval, gval, bval, + rtab, gtab, btab, &index); +/* fprintf(stderr, "rval = %d, gval = %d, bval = %d," + " index = %d\n", rval, gval, bval, index); */ + if (bpp == 4) + SET_DATA_QBIT(lined, j, index); + else /* bpp == 8 */ + SET_DATA_BYTE(lined, j, index); + oqca[index]->n += 1.0; + oqca[index]->rcum += rval; + oqca[index]->gcum += gval; + oqca[index]->bcum += bval; + } + } + + /* Compute average color values in each octcube, and + * generate colormap */ + cmap = pixcmapCreate(bpp); + pixSetColormap(pixd, cmap); + for (i = 0; i < nbase; i++) { + oqc = oqca[i]; + if (oqc->n != 0) { + oqc->rval = (l_int32)(oqc->rcum / oqc->n); + oqc->gval = (l_int32)(oqc->gcum / oqc->n); + oqc->bval = (l_int32)(oqc->bcum / oqc->n); + } else { + getRGBFromOctcube(i, maxlevel - 1, &oqc->rval, + &oqc->gval, &oqc->bval); + } + pixcmapAddColor(cmap, oqc->rval, oqc->gval, oqc->bval); + } + + for (i = 0; i < nbase; i++) + LEPT_FREE(oqca[i]); + LEPT_FREE(oqca); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; + } + + /*------------------------------------------------------------* + * General case: we will use colors in octcubes at maxlevel. * + * We also remove any colors that are not populated from * + * the colormap. * + *------------------------------------------------------------*/ + /* Prepare the OctcubeQuantCell array */ + if ((oqca = (OQCELL **)LEPT_CALLOC(ncubes, sizeof(OQCELL *))) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("oqca not made", procName, NULL); + } + for (i = 0; i < ncubes; i++) { + oqca[i] = (OQCELL *)LEPT_CALLOC(1, sizeof(OQCELL)); + oqca[i]->n = 0.0; + } + + /* Make the tables to map color to the octindex, + * of which there are 'ncubes' at 'maxlevel' */ + rtab = gtab = btab = NULL; + makeRGBToIndexTables(maxlevel, &rtab, >ab, &btab); + + /* Estimate the color distribution; we want to find the + * most popular nextra colors at 'maxlevel' */ + for (i = 0; i < h; i += subsample) { + lines = datas + i * wpls; + for (j = 0; j < w; j += subsample) { + pspixel = lines + j; + extractRGBValues(*pspixel, &rval, &gval, &bval); + getOctcubeIndexFromRGB(rval, gval, bval, rtab, gtab, btab, &index); + oqca[index]->n += 1.0; + oqca[index]->octindex = index; + oqca[index]->rcum += rval; + oqca[index]->gcum += gval; + oqca[index]->bcum += bval; + } + } + + /* Transfer the OQCELL from the array, and order in a heap */ + lh = lheapCreate(512, L_SORT_DECREASING); + for (i = 0; i < ncubes; i++) + lheapAdd(lh, oqca[i]); + LEPT_FREE(oqca); /* don't need this array */ + + /* Prepare a new OctcubeQuantCell array, with maxcolors cells */ + oqca = (OQCELL **)LEPT_CALLOC(maxcolors, sizeof(OQCELL *)); + for (i = 0; i < nbase; i++) { /* make nbase cells */ + oqca[i] = (OQCELL *)LEPT_CALLOC(1, sizeof(OQCELL)); + oqca[i]->n = 0.0; + } + + /* Remove the nextra most populated ones, and put them in the array */ + for (i = 0; i < nextra; i++) { + oqc = (OQCELL *)lheapRemove(lh); + oqc->n = 0.0; /* reinit */ + oqc->rcum = 0; + oqc->gcum = 0; + oqc->bcum = 0; + oqca[nbase + i] = oqc; /* store it in the array */ + } + + /* Destroy the heap and its remaining contents */ + lheapDestroy(&lh, TRUE); + + /* Generate a lookup table from octindex at maxlevel + * to color table index */ + lut1 = (l_int32 *)LEPT_CALLOC(ncubes, sizeof(l_int32)); + for (i = 0; i < nextra; i++) + lut1[oqca[nbase + i]->octindex] = nbase + i; + for (index = 0; index < ncubes; index++) { + if (lut1[index] == 0) /* not one of the extras; need to assign */ + lut1[index] = index >> 3; /* remove the least significant bits */ +/* fprintf(stderr, "lut1[%d] = %d\n", index, lut1[index]); */ + } + + /* Go through the entire image, gathering statistics and + * assigning pixels to their quantized value */ + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pspixel = lines + j; + extractRGBValues(*pspixel, &rval, &gval, &bval); + getOctcubeIndexFromRGB(rval, gval, bval, rtab, gtab, btab, &index); +/* fprintf(stderr, "rval = %d, gval = %d, bval = %d, index = %d\n", + rval, gval, bval, index); */ + val = lut1[index]; + switch (bpp) { + case 4: + SET_DATA_QBIT(lined, j, val); + break; + case 8: + SET_DATA_BYTE(lined, j, val); + break; + default: + LEPT_FREE(oqca); + LEPT_FREE(lut1); + return (PIX *)ERROR_PTR("bpp not 4 or 8!", procName, NULL); + break; + } + oqca[val]->n += 1.0; + oqca[val]->rcum += rval; + oqca[val]->gcum += gval; + oqca[val]->bcum += bval; + } + } + + /* Compute averages, set up a colormap, and make a second + * lut that converts from the color values currently in + * the image to a minimal set */ + lut2 = (l_int32 *)LEPT_CALLOC(ncubes, sizeof(l_int32)); + cmap = pixcmapCreate(bpp); + pixSetColormap(pixd, cmap); + for (i = 0, index = 0; i < maxcolors; i++) { + oqc = oqca[i]; + lut2[i] = index; + if (oqc->n == 0) /* no occupancy; don't bump up index */ + continue; + oqc->rval = (l_int32)(oqc->rcum / oqc->n); + oqc->gval = (l_int32)(oqc->gcum / oqc->n); + oqc->bval = (l_int32)(oqc->bcum / oqc->n); + pixcmapAddColor(cmap, oqc->rval, oqc->gval, oqc->bval); + index++; + } +/* pixcmapWriteStream(stderr, cmap); */ + actualcolors = pixcmapGetCount(cmap); +/* fprintf(stderr, "Number of different colors = %d\n", actualcolors); */ + + /* Last time through the image; use the lookup table to + * remap the pixel value to the minimal colormap */ + if (actualcolors < maxcolors) { + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + switch (bpp) { + case 4: + val = GET_DATA_QBIT(lined, j); + SET_DATA_QBIT(lined, j, lut2[val]); + break; + case 8: + val = GET_DATA_BYTE(lined, j); + SET_DATA_BYTE(lined, j, lut2[val]); + break; + } + } + } + } + + if (oqca) { + for (i = 0; i < maxcolors; i++) + LEPT_FREE(oqca[i]); + } + LEPT_FREE(oqca); + LEPT_FREE(lut1); + LEPT_FREE(lut2); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; +} + + +/*-------------------------------------------------------------------------* + * Mixed color/gray quantization with specified number of colors * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixOctcubeQuantMixedWithGray() + * + * \param[in] pixs 32 bpp rgb + * \param[in] depth of output pix + * \param[in] graylevels graylevels (must be > 1) + * \param[in] delta threshold for deciding if a pix is color or gray + * \return pixd quantized to octcube and gray levels or NULL on error + * + * 
+ * Notes:
+ *      (1) Generates a colormapped image, where the colormap table values
+ *          have two components: octcube values representing pixels with
+ *          color content, and grayscale values for the rest.
+ *      (2) The threshold (delta) is the maximum allowable difference of
+ *          the max abs value of | r - g |, | r - b | and | g - b |.
+ *      (3) The octcube values are the averages of all pixels that are
+ *          found in the octcube, and that are far enough from gray to
+ *          be considered color.  This can roughly be visualized as all
+ *          the points in the rgb color cube that are not within a "cylinder"
+ *          of diameter approximately 'delta' along the main diagonal.
+ *      (4) We want to guarantee full coverage of the rgb color space; thus,
+ *          if the output depth is 4, the octlevel is 1 (2 x 2 x 2 = 8 cubes)
+ *          and if the output depth is 8, the octlevel is 2 (4 x 4 x 4
+ *          = 64 cubes).
+ *      (5) Consequently, we have the following constraint on the number
+ *          of allowed gray levels: for 4 bpp, 8; for 8 bpp, 192.
+ *
+ */ +PIX * +pixOctcubeQuantMixedWithGray(PIX *pixs, + l_int32 depth, + l_int32 graylevels, + l_int32 delta) +{ +l_int32 w, h, wpls, wpld, i, j, size, octlevels; +l_int32 rval, gval, bval, del, val, midval; +l_int32 *carray, *rarray, *garray, *barray; +l_int32 *tabval; +l_uint32 octindex; +l_uint32 *rtab, *gtab, *btab; +l_uint32 *lines, *lined, *datas, *datad; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixOctcubeQuantMixedWithGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (graylevels < 2) + return (PIX *)ERROR_PTR("invalid graylevels", procName, NULL); + if (depth == 4) { + octlevels = 1; + size = 8; /* 2 ** 3 */ + if (graylevels > 8) + return (PIX *)ERROR_PTR("max 8 gray levels", procName, NULL); + } else if (depth == 8) { + octlevels = 2; + size = 64; /* 2 ** 6 */ + if (graylevels > 192) + return (PIX *)ERROR_PTR("max 192 gray levels", procName, NULL); + } else { + return (PIX *)ERROR_PTR("output depth not 4 or 8 bpp", procName, NULL); + } + + pixd = NULL; + + /* Make octcube index tables */ + rtab = gtab = btab = NULL; + makeRGBToIndexTables(octlevels, &rtab, >ab, &btab); + + /* Make octcube arrays for storing points in each cube */ + carray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + rarray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + garray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + barray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + + /* Make lookup table, using computed thresholds */ + tabval = makeGrayQuantIndexTable(graylevels); + if (!rtab || !gtab || !btab || + !carray || !rarray || !garray || !barray || !tabval) { + L_ERROR("calloc fail for an array\n", procName); + goto array_cleanup; + } + + /* Make colormapped output pixd */ + pixGetDimensions(pixs, &w, &h, NULL); + if ((pixd = pixCreate(w, h, depth)) == NULL) { + L_ERROR("pixd not made\n", procName); + goto array_cleanup; + } + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + cmap = pixcmapCreate(depth); + for (j = 0; j < size; j++) /* reserve octcube colors */ + pixcmapAddColor(cmap, 1, 1, 1); /* a color that won't be used */ + for (j = 0; j < graylevels; j++) { /* set grayscale colors */ + val = (255 * j) / (graylevels - 1); + pixcmapAddColor(cmap, val, val, val); + } + pixSetColormap(pixd, cmap); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + + /* Go through src image: assign dest pixels to colormap values + * and compute average colors in each occupied octcube */ + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + if (rval > gval) { + if (gval > bval) { /* r > g > b */ + del = rval - bval; + midval = gval; + } else if (rval > bval) { /* r > b > g */ + del = rval - gval; + midval = bval; + } else { /* b > r > g */ + del = bval - gval; + midval = rval; + } + } else { /* gval >= rval */ + if (rval > bval) { /* g > r > b */ + del = gval - bval; + midval = rval; + } else if (gval > bval) { /* g > b > r */ + del = gval - rval; + midval = bval; + } else { /* b > g > r */ + del = bval - rval; + midval = gval; + } + } + if (del > delta) { /* assign to color */ + octindex = rtab[rval] | gtab[gval] | btab[bval]; + carray[octindex]++; + rarray[octindex] += rval; + garray[octindex] += gval; + barray[octindex] += bval; + if (depth == 4) + SET_DATA_QBIT(lined, j, octindex); + else /* depth == 8 */ + SET_DATA_BYTE(lined, j, octindex); + } else { /* assign to grayscale */ + val = size + tabval[midval]; + if (depth == 4) + SET_DATA_QBIT(lined, j, val); + else /* depth == 8 */ + SET_DATA_BYTE(lined, j, val); + } + } + } + + /* Average the colors in each bin and reset the colormap */ + for (i = 0; i < size; i++) { + if (carray[i] > 0) { + rarray[i] /= carray[i]; + garray[i] /= carray[i]; + barray[i] /= carray[i]; + pixcmapResetColor(cmap, i, rarray[i], garray[i], barray[i]); + } + } + +array_cleanup: + LEPT_FREE(carray); + LEPT_FREE(rarray); + LEPT_FREE(garray); + LEPT_FREE(barray); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + LEPT_FREE(tabval); + + return pixd; +} + + +/*-------------------------------------------------------------------------* + * Fixed partition octcube quantization with 256 cells * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixFixedOctcubeQuant256() + * + * \param[in] pixs 32 bpp; 24-bit color + * \param[in] ditherflag 1 for dithering; 0 for no dithering + * \return pixd 8 bit with colormap, or NULL on error + * + * 
+ * Notes:
+ *  This simple 1-pass color quantization works by breaking the
+ *  color space into 256 pieces, with 3 bits quantized for each of
+ *  red and green, and 2 bits quantized for blue.  We shortchange
+ *  blue because the eye is least sensitive to blue.  This
+ *  division of the color space is into two levels of octrees,
+ *  followed by a further division by 4 not 8, where both
+ *  blue octrees have been combined in the third level.
+ *
+ *  The color map is generated from the 256 color centers by
+ *  taking the representative color to be the center of the
+ *  cell volume.  This gives a maximum error in the red and
+ *  green values of 16 levels, and a maximum error in the
+ *  blue sample of 32 levels.
+ *
+ *  Each pixel in the 24-bit color image is placed in its containing
+ *  cell, given by the relevant MSbits of the red, green and blue
+ *  samples.  An error-diffusion dithering is performed on each
+ *  color sample to give the appearance of good average local color.
+ *  Dithering is required; without it, the contouring and visible
+ *  color errors are very bad.
+ *
+ *  I originally implemented this algorithm in two passes,
+ *  where the first pass was used to compute the weighted average
+ *  of each sample in each pre-allocated region of color space.
+ *  The idea was to use these centroids in the dithering algorithm
+ *  of the second pass, to reduce the average error that was
+ *  being dithered.  However, with dithering, there is
+ *  virtually no difference, so there is no reason to make the
+ *  first pass.  Consequently, this 1-pass version just assigns
+ *  the pixels to the centers of the pre-allocated cells.
+ *  We use dithering to spread the difference between the sample
+ *  value and the location of the center of the cell.  For speed
+ *  and simplicity, we use integer dithering and propagate only
+ *  to the right, down, and diagonally down-right, with ratios
+ *  3/8, 3/8 and 1/4, respectively.  The results should be nearly
+ *  as good, and a bit faster, with propagation only to the right
+ *  and down.
+ *
+ *  The algorithm is very fast, because there is no search,
+ *  only fast generation of the cell index for each pixel.
+ *  We use a simple mapping from the three 8 bit rgb samples
+ *  to the 8 bit cell index; namely, r7 r6 r5 g7 g6 g5 b7 b6.
+ *  This is not in an octcube format, but it doesn't matter.
+ *  There are no storage requirements.  We could keep a
+ *  running average of the center of each sample in each
+ *  cluster, rather than using the center of the cell, but
+ *  this is just extra work, esp. with dithering.
+ *
+ *  This method gives surprisingly good results with dithering.
+ *  However, without dithering, the loss of color accuracy is
+ *  evident in regions that are very light or that have subtle
+ *  blending of colors.
+ *
+ */ +PIX * +pixFixedOctcubeQuant256(PIX *pixs, + l_int32 ditherflag) +{ +l_uint8 index; +l_int32 rval, gval, bval; +l_int32 w, h, wpls, wpld, i, j, cindex; +l_uint32 *rtab, *gtab, *btab; +l_int32 *itab; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixFixedOctcubeQuant256"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + + /* Do not dither if image is very small */ + pixGetDimensions(pixs, &w, &h, NULL); + if (w < MinDitherSize && h < MinDitherSize && ditherflag == 1) { + L_INFO("Small image: dithering turned off\n", procName); + ditherflag = 0; + } + + /* Find the centers of the 256 cells, each of which represents + * the 3 MSBits of the red and green components, and the + * 2 MSBits of the blue component. This gives a mapping + * from a "cube index" to the rgb values. Save all 256 + * rgb values of these centers in a colormap. + * For example, to get the red color of the cell center, + * you take the 3 MSBits of to the index and add the + * offset to the center of the cell, which is 0x10. */ + cmap = pixcmapCreate(8); + for (cindex = 0; cindex < 256; cindex++) { + rval = (cindex & 0xe0) | 0x10; + gval = ((cindex << 3) & 0xe0) | 0x10; + bval = ((cindex << 6) & 0xc0) | 0x20; + pixcmapAddColor(cmap, rval, gval, bval); + } + + /* Make output 8 bpp palette image */ + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + if ((pixd = pixCreate(w, h, 8)) == NULL) { + pixcmapDestroy(&cmap); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + pixSetColormap(pixd, cmap); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Set dest pix values to colortable indices */ + if (ditherflag == 0) { /* no dithering */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + index = (rval & 0xe0) | ((gval >> 3) & 0x1c) | (bval >> 6); + SET_DATA_BYTE(lined, j, index); + } + } + } else { /* ditherflag == 1 */ + /* Set up conversion tables from rgb directly to the colormap + * index. However, the dithering function expects these tables + * to generate an octcube index (+1), and the table itab[] to + * convert to the colormap index. So we make a trivial + * itab[], that simply compensates for the -1 in + * pixDitherOctindexWithCmap(). No cap is required on + * the propagated difference. */ + rtab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + gtab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + btab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32)); + itab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + if (!rtab || !gtab || !btab || !itab) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("calloc fail for table", procName, NULL); + } + for (i = 0; i < 256; i++) { + rtab[i] = i & 0xe0; + gtab[i] = (i >> 3) & 0x1c; + btab[i] = i >> 6; + itab[i] = i + 1; + } + pixDitherOctindexWithCmap(pixs, pixd, rtab, gtab, btab, itab, + FIXED_DIF_CAP); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + LEPT_FREE(itab); + } + + return pixd; +} + + +/*---------------------------------------------------------------------------* + * Nearly exact quantization for images with few colors * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixFewColorsOctcubeQuant1() + * + * \param[in] pixs 32 bpp rgb + * \param[in] level significant bits for each of RGB; valid in [1...6] + * \return pixd quantized to octcube or NULL on error + * + * 
+ * Notes:
+ *      (1) Generates a colormapped image, where the colormap table values
+ *          are the averages of all pixels that are found in the octcube.
+ *      (2) This fails if there are more than 256 colors (i.e., more
+ *          than 256 occupied octcubes).
+ *      (3) Often level 3 (512 octcubes) will succeed because not more
+ *          than half of them are occupied with 1 or more pixels.
+ *      (4) The depth of the result, which is either 2, 4 or 8 bpp,
+ *          is the minimum required to hold the number of colors that
+ *          are found.
+ *      (5) This can be useful for quantizing orthographically generated
+ *          images such as color maps, where there may be more than 256 colors
+ *          because of aliasing or jpeg artifacts on text or lines, but
+ *          there are a relatively small number of solid colors.  Then,
+ *          use with level = 3 can often generate a compact and accurate
+ *          representation of the original RGB image.  For this purpose,
+ *          it is better than pixFewColorsOctcubeQuant2(), because it
+ *          uses the average value of pixels in the octcube rather
+ *          than the first found pixel.  It is also simpler to use,
+ *          because it generates the histogram internally.
+ *
+ */ +PIX * +pixFewColorsOctcubeQuant1(PIX *pixs, + l_int32 level) +{ +l_int32 w, h, wpls, wpld, i, j, depth, size, ncolors, index; +l_int32 rval, gval, bval; +l_int32 *carray, *rarray, *garray, *barray; +l_uint32 octindex; +l_uint32 *rtab, *gtab, *btab; +l_uint32 *lines, *lined, *datas, *datad, *pspixel; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixFewColorsOctcubeQuant1"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (level < 1 || level > 6) + return (PIX *)ERROR_PTR("invalid level", procName, NULL); + + pixd = NULL; + + if (octcubeGetCount(level, &size)) /* array size = 2 ** (3 * level) */ + return (PIX *)ERROR_PTR("size not returned", procName, NULL); + rtab = gtab = btab = NULL; + makeRGBToIndexTables(level, &rtab, >ab, &btab); + + carray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + rarray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + garray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + barray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32)); + if (!carray || !rarray || !garray || !barray) { + L_ERROR("calloc fail for an array\n", procName); + goto array_cleanup; + } + + /* Place the pixels in octcube leaves. */ + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + pspixel = lines + j; + extractRGBValues(*pspixel, &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + carray[octindex]++; + rarray[octindex] += rval; + garray[octindex] += gval; + barray[octindex] += bval; + } + } + + /* Find the number of different colors */ + for (i = 0, ncolors = 0; i < size; i++) { + if (carray[i] > 0) + ncolors++; + } + if (ncolors > 256) { + L_WARNING("%d colors found; more than 256\n", procName, ncolors); + goto array_cleanup; + } + if (ncolors <= 4) + depth = 2; + else if (ncolors <= 16) + depth = 4; + else + depth = 8; + + /* Average the colors in each octcube leaf and add to colormap table; + * then use carray to hold the colormap index + 1 */ + cmap = pixcmapCreate(depth); + for (i = 0, index = 0; i < size; i++) { + if (carray[i] > 0) { + rarray[i] /= carray[i]; + garray[i] /= carray[i]; + barray[i] /= carray[i]; + pixcmapAddColor(cmap, rarray[i], garray[i], barray[i]); + carray[i] = index + 1; /* to avoid storing 0 */ + index++; + } + } + + pixd = pixCreate(w, h, depth); + pixSetColormap(pixd, cmap); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pspixel = lines + j; + extractRGBValues(*pspixel, &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + switch (depth) + { + case 2: + SET_DATA_DIBIT(lined, j, carray[octindex] - 1); + break; + case 4: + SET_DATA_QBIT(lined, j, carray[octindex] - 1); + break; + case 8: + SET_DATA_BYTE(lined, j, carray[octindex] - 1); + break; + default: + L_WARNING("shouldn't get here\n", procName); + } + } + } + +array_cleanup: + LEPT_FREE(carray); + LEPT_FREE(rarray); + LEPT_FREE(garray); + LEPT_FREE(barray); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; +} + + +/*! + * \brief pixFewColorsOctcubeQuant2() + * + * \param[in] pixs 32 bpp rgb + * \param[in] level of octcube indexing, for histogram: 3, 4, 5, 6 + * \param[in] na histogram of pixel occupation in octree leaves + * at given level + * \param[in] ncolors number of occupied octree leaves at given level + * \param[out] pnerrors [optional] num of pixels not exactly + * represented in the colormap + * \return pixd 2, 4 or 8 bpp with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) Generates a colormapped image, where the colormap table values
+ *          are the averages of all pixels that are found in the octcube.
+ *      (2) This fails if there are more than 256 colors (i.e., more
+ *          than 256 occupied octcubes).
+ *      (3) Often level 3 (512 octcubes) will succeed because not more
+ *          than half of them are occupied with 1 or more pixels.
+ *      (4) For an image with not more than 256 colors, it is unlikely
+ *          that two pixels of different color will fall in the same
+ *          octcube at level = 4.   However it is possible, and this
+ *          function optionally returns %nerrors, the number of pixels
+ *          where, because more than one color is in the same octcube,
+ *          the pixel color is not exactly reproduced in the colormap.
+ *          The colormap for an occupied leaf of the octree contains
+ *          the color of the first pixel encountered in that octcube.
+ *      (5) This differs from pixFewColorsOctcubeQuant1(), which also
+ *          requires not more than 256 occupied leaves, but represents
+ *          the color of each leaf by an average over the pixels in
+ *          that leaf.  This also requires precomputing the histogram
+ *          of occupied octree leaves, which is generated using
+ *          pixOctcubeHistogram().
+ *      (6) This is used in pixConvertRGBToColormap() for images that
+ *          are determined, by their histogram, to have relatively few
+ *          colors.  This typically happens with orthographically
+ *          produced images (as oppopsed to natural images), where
+ *          it is expected that most of the pixels within a leaf
+ *          octcube have exactly the same color, and quantization to
+ *          that color is lossless.
+ *
+ */ +PIX * +pixFewColorsOctcubeQuant2(PIX *pixs, + l_int32 level, + NUMA *na, + l_int32 ncolors, + l_int32 *pnerrors) +{ +l_int32 w, h, wpls, wpld, i, j, nerrors; +l_int32 ncubes, depth, cindex, oval; +l_int32 rval, gval, bval; +l_int32 *octarray; +l_uint32 octindex; +l_uint32 *rtab, *gtab, *btab; +l_uint32 *lines, *lined, *datas, *datad, *ppixel; +l_uint32 *colorarray; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixFewColorsOctcubeQuant2"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (level < 3 || level > 6) + return (PIX *)ERROR_PTR("level not in {4, 5, 6}", procName, NULL); + if (ncolors > 256) + return (PIX *)ERROR_PTR("ncolors > 256", procName, NULL); + if (pnerrors) + *pnerrors = UNDEF; + + pixd = NULL; + + /* Represent the image with a set of leaf octcubes + * at 'level', one for each color. */ + rtab = gtab = btab = NULL; + makeRGBToIndexTables(level, &rtab, >ab, &btab); + + /* The octarray will give a ptr from the octcube to the colorarray */ + ncubes = numaGetCount(na); + octarray = (l_int32 *)LEPT_CALLOC(ncubes, sizeof(l_int32)); + + /* The colorarray will hold the colors of the first pixel + * that lands in the leaf octcube. After filling, it is + * used to generate the colormap. */ + colorarray = (l_uint32 *)LEPT_CALLOC(ncolors + 1, sizeof(l_uint32)); + if (!octarray || !colorarray) { + L_ERROR("octarray or colorarray not made\n", procName); + goto cleanup_arrays; + } + + /* Determine the output depth from the number of colors */ + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + if (ncolors <= 4) + depth = 2; + else if (ncolors <= 16) + depth = 4; + else /* ncolors <= 256 */ + depth = 8; + + if ((pixd = pixCreate(w, h, depth)) == NULL) { + L_ERROR("pixd not made\n", procName); + goto cleanup_arrays; + } + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* For each pixel, get the octree index for its leaf octcube. + * Check if a pixel has already been found in this octcube. + * ~ If not yet found, save that color in the colorarray + * and save the cindex in the octarray. + * ~ If already found, compare the pixel color with the + * color in the colorarray, and note if it differs. + * Then set the dest pixel value to the cindex - 1, which + * will be the cmap index for this color. */ + cindex = 1; /* start with 1 */ + nerrors = 0; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + ppixel = lines + j; + extractRGBValues(*ppixel, &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + oval = octarray[octindex]; + if (oval == 0) { + octarray[octindex] = cindex; + colorarray[cindex] = *ppixel; + setPixelLow(lined, j, depth, cindex - 1); + cindex++; + } else { /* already have seen this color; is it unique? */ + setPixelLow(lined, j, depth, oval - 1); + if (colorarray[oval] != *ppixel) + nerrors++; + } + } + } + if (pnerrors) + *pnerrors = nerrors; + +#if DEBUG_FEW_COLORS + fprintf(stderr, "ncubes = %d, ncolors = %d\n", ncubes, ncolors); + for (i = 0; i < ncolors; i++) + fprintf(stderr, "color[%d] = %x\n", i, colorarray[i + 1]); +#endif /* DEBUG_FEW_COLORS */ + + /* Make the colormap. */ + cmap = pixcmapCreate(depth); + for (i = 0; i < ncolors; i++) { + ppixel = colorarray + i + 1; + extractRGBValues(*ppixel, &rval, &gval, &bval); + pixcmapAddColor(cmap, rval, gval, bval); + } + pixSetColormap(pixd, cmap); + +cleanup_arrays: + LEPT_FREE(octarray); + LEPT_FREE(colorarray); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + + return pixd; +} + + +/*! + * \brief pixFewColorsOctcubeQuantMixed() + * + * \param[in] pixs 32 bpp rgb + * \param[in] level significant octcube bits for each of RGB; + * valid in [1...6]; use 0 for default + * \param[in] darkthresh threshold near black; if the lightest component + * is below this, the pixel is not considered to + * be gray or color; uses 0 for default + * \param[in] lightthresh threshold near white; if the darkest component + * is above this, the pixel is not considered to + * be gray or color; use 0 for default + * \param[in] diffthresh thresh for the max difference between component + * values; for differences below this, the pixel + * is considered to be gray; use 0 for default + * \param[in] minfract min fraction of pixels for gray histo bin; + * use 0.0 for default + * \param[in] maxspan max size of gray histo bin; use 0 for default + * \return pixd 8 bpp, quantized to octcube for pixels that are + * not gray; gray pixels are quantized separately + * over the full gray range, or NULL on error + * + * 
+ * Notes:
+ *      (1) First runs pixFewColorsOctcubeQuant1().  If this succeeds,
+ *          it separates the color from gray(ish) entries in the cmap,
+ *          and re-quantizes the gray pixels.  The result has some pixels
+ *          in color and others in gray.
+ *      (2) This fails if there are more than 256 colors (i.e., more
+ *          than 256 occupied octcubes in the color quantization).
+ *      (3) Level 3 (512 octcubes) will usually succeed because not more
+ *          than half of them are occupied with 1 or more pixels.
+ *      (4) This uses the criterion from pixColorFraction() for deciding
+ *          if a colormap entry is color; namely, if the color components
+ *          are not too close to either black or white, and the maximum
+ *          difference between component values equals or exceeds a threshold.
+ *      (5) For quantizing the gray pixels, it uses a histogram-based
+ *          method where input parameters determining the buckets are
+ *          the minimum population fraction and the maximum allowed size.
+ *      (6) Recommended input parameters are:
+ *              %level:  3 or 4  (3 is default)
+ *              %darkthresh:  20
+ *              %lightthresh: 244
+ *              %diffthresh: 20
+ *              %minfract: 0.05
+ *              %maxspan: 15
+ *          These numbers are intended to be conservative (somewhat over-
+ *          sensitive) in color detection,  It's usually better to pay
+ *          extra with octcube quantization of a grayscale image than
+ *          to use grayscale quantization on an image that has some
+ *          actual color.  Input 0 on any of these to get the default.
+ *      (7) This can be useful for quantizing orthographically generated
+ *          images such as color maps, where there may be more than 256 colors
+ *          because of aliasing or jpeg artifacts on text or lines, but
+ *          there are a relatively small number of solid colors.  It usually
+ *          gives results that are better than pixOctcubeQuantMixedWithGray(),
+ *          both in size and appearance.  But it is a bit slower.
+ *
+ */ +PIX * +pixFewColorsOctcubeQuantMixed(PIX *pixs, + l_int32 level, + l_int32 darkthresh, + l_int32 lightthresh, + l_int32 diffthresh, + l_float32 minfract, + l_int32 maxspan) +{ +l_int32 i, j, w, h, wplc, wplm, wpld, ncolors, index; +l_int32 rval, gval, bval, val, minval, maxval; +l_int32 *lut; +l_uint32 *datac, *datam, *datad, *linec, *linem, *lined; +PIX *pixc, *pixm, *pixg, *pixd; +PIXCMAP *cmap, *cmapd; + + PROCNAME("pixFewColorsOctcubeQuantMixed"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (level <= 0) level = 3; + if (level > 6) + return (PIX *)ERROR_PTR("invalid level", procName, NULL); + if (darkthresh <= 0) darkthresh = 20; + if (lightthresh <= 0) lightthresh = 244; + if (diffthresh <= 0) diffthresh = 20; + if (minfract <= 0.0) minfract = 0.05; + if (maxspan <= 2) maxspan = 15; + + /* Start with a simple fixed octcube quantizer. */ + if ((pixc = pixFewColorsOctcubeQuant1(pixs, level)) == NULL) + return (PIX *)ERROR_PTR("too many colors", procName, NULL); + + /* Identify and save color entries in the colormap. Set up a LUT + * that returns -1 for any gray pixel. */ + cmap = pixGetColormap(pixc); + ncolors = pixcmapGetCount(cmap); + cmapd = pixcmapCreate(8); + lut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + for (i = 0; i < 256; i++) + lut[i] = -1; + for (i = 0, index = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + minval = L_MIN(rval, gval); + minval = L_MIN(minval, bval); + if (minval > lightthresh) /* near white */ + continue; + maxval = L_MAX(rval, gval); + maxval = L_MAX(maxval, bval); + if (maxval < darkthresh) /* near black */ + continue; + + /* Use the max diff between components to test for color */ + if (maxval - minval >= diffthresh) { + pixcmapAddColor(cmapd, rval, gval, bval); + lut[i] = index; + index++; + } + } + + /* Generate dest pix with just the color pixels set to their + * colormap indices. At the same time, make a 1 bpp mask + * of the non-color pixels */ + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreate(w, h, 8); + pixSetColormap(pixd, cmapd); + pixm = pixCreate(w, h, 1); + datac = pixGetData(pixc); + datam = pixGetData(pixm); + datad = pixGetData(pixd); + wplc = pixGetWpl(pixc); + wplm = pixGetWpl(pixm); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + linec = datac + i * wplc; + linem = datam + i * wplm; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(linec, j); + if (lut[val] == -1) + SET_DATA_BIT(linem, j); + else + SET_DATA_BYTE(lined, j, lut[val]); + } + } + + /* Fill in the gray values. Use a grayscale version of pixs + * as input, along with the mask over the actual gray pixels. */ + pixg = pixConvertTo8(pixs, 0); + pixGrayQuantFromHisto(pixd, pixg, pixm, minfract, maxspan); + + LEPT_FREE(lut); + pixDestroy(&pixc); + pixDestroy(&pixm); + pixDestroy(&pixg); + return pixd; +} + + +/*---------------------------------------------------------------------------* + * Fixed partition octcube quantization with RGB output * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixFixedOctcubeQuantGenRGB() + * + * \param[in] pixs 32 bpp rgb + * \param[in] level significant bits for each of r,g,b + * \return pixd rgb; quantized to octcube centers, or NULL on error + * + * 
+ * Notes:
+ *      (1) Unlike the other color quantization functions, this one
+ *          generates an rgb image.
+ *      (2) The pixel values are quantized to the center of each octcube
+ *          (at the specified level) containing the pixel.  They are
+ *          not quantized to the average of the pixels in that octcube.
+ *
+ */ +PIX * +pixFixedOctcubeQuantGenRGB(PIX *pixs, + l_int32 level) +{ +l_int32 w, h, wpls, wpld, i, j; +l_int32 rval, gval, bval; +l_uint32 octindex; +l_uint32 *rtab, *gtab, *btab; +l_uint32 *lines, *lined, *datas, *datad; +PIX *pixd; + + PROCNAME("pixFixedOctcubeQuantGenRGB"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (level < 1 || level > 6) + return (PIX *)ERROR_PTR("level not in {1,...6}", procName, NULL); + + if (makeRGBToIndexTables(level, &rtab, >ab, &btab)) + return (PIX *)ERROR_PTR("tables not made", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreate(w, h, 32); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + getRGBFromOctcube(octindex, level, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, lined + j); + } + } + + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; +} + + +/*------------------------------------------------------------------* + * Color quantize RGB image using existing colormap * + *------------------------------------------------------------------*/ +/*! + * \brief pixQuantFromCmap() + * + * \param[in] pixs 8 bpp grayscale without cmap, or 32 bpp rgb + * \param[in] cmap to quantize to; insert copy into dest pix + * \param[in] mindepth minimum depth of pixd: can be 2, 4 or 8 bpp + * \param[in] level of octcube used for finding nearest color in cmap + * \param[in] metric L_MANHATTAN_DISTANCE, L_EUCLIDEAN_DISTANCE + * \return pixd 2, 4 or 8 bpp, colormapped, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a top-level wrapper for quantizing either grayscale
+ *          or rgb images to a specified colormap.
+ *      (2) The actual output depth is constrained by %mindepth and
+ *          by the number of colors in %cmap.
+ *      (3) For grayscale, %level and %metric are ignored.
+ *      (4) If the cmap has color and pixs is grayscale, the color is
+ *          removed from the cmap before quantizing pixs.
+ *
+ */ +PIX * +pixQuantFromCmap(PIX *pixs, + PIXCMAP *cmap, + l_int32 mindepth, + l_int32 level, + l_int32 metric) +{ +l_int32 d; + + PROCNAME("pixQuantFromCmap"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (mindepth != 2 && mindepth != 4 && mindepth != 8) + return (PIX *)ERROR_PTR("invalid mindepth", procName, NULL); + d = pixGetDepth(pixs); + if (d == 8) + return pixGrayQuantFromCmap(pixs, cmap, mindepth); + else if (d == 32) + return pixOctcubeQuantFromCmap(pixs, cmap, mindepth, + level, metric); + else + return (PIX *)ERROR_PTR("d not 8 or 32 bpp", procName, NULL); +} + + + +/*! + * \brief pixOctcubeQuantFromCmap() + * + * \param[in] pixs 32 bpp rgb + * \param[in] cmap to quantize to; insert copy into dest pix + * \param[in] mindepth minimum depth of pixd: can be 2, 4 or 8 bpp + * \param[in] level of octcube used for finding nearest color in cmap + * \param[in] metric L_MANHATTAN_DISTANCE, L_EUCLIDEAN_DISTANCE + * \return pixd 2, 4 or 8 bpp, colormapped, or NULL on error + * + * 
+ * Notes:
+ *      (1) In typical use, we are doing an operation, such as
+ *          interpolative scaling, on a colormapped pix, where it is
+ *          necessary to remove the colormap before the operation.
+ *          We then want to re-quantize the RGB result using the same
+ *          colormap.
+ *      (2) The level is used to divide the color space into octcubes.
+ *          Each input pixel is, in effect, placed at the center of an
+ *          octcube at the given level, and it is mapped into the
+ *          exact color (given in the colormap) that is the closest
+ *          to that location.  We need to know that distance, for each color
+ *          in the colormap.  The higher the level of the octtree, the smaller
+ *          the octcubes in the color space, and hence the more accurately
+ *          we can determine the closest color in the colormap; however,
+ *          the size of the LUT, which is the total number of octcubes,
+ *          increases by a factor of 8 for each increase of 1 level.
+ *          The time required to acquire a level 4 mapping table, which has
+ *          about 4K entries, is less than 1 msec, so that is the
+ *          recommended minimum size to be used.  At that size, the
+ *          octcubes have their centers 16 units apart in each (r,g,b)
+ *          direction.  If two colors are in the same octcube, the one
+ *          closest to the center will always be chosen.  The maximum
+ *          error for any component occurs when the correct color is
+ *          at a cube corner and there is an incorrect color just inside
+ *          the cube next to the opposite corner, giving an error of
+ *          14 units (out of 256) for each component.   Using a level 5
+ *          mapping table reduces the maximum error to 6 units.
+ *      (3) Typically you should use the Euclidean metric, because the
+ *          resulting voronoi cells (which are generated using the actual
+ *          colormap values as seeds) are convex for Euclidean distance
+ *          but not for Manhattan distance.  In terms of the octcubes,
+ *          convexity of the voronoi cells means that if the 8 corners
+ *          of any cube (of which the octcubes are special cases)
+ *          are all within a cell, then every point in the cube will
+ *          lie within the cell.
+ *      (4) The depth of the output pixd is equal to the maximum of
+ *          (a) %mindepth and (b) the minimum (2, 4 or 8 bpp) necessary
+ *          to hold the indices in the colormap.
+ *      (5) We build a mapping table from octcube to colormap index so
+ *          that this function can run in a time (otherwise) independent
+ *          of the number of colors in the colormap.  This avoids a
+ *          brute-force search for the closest colormap color to each
+ *          pixel in the image.
+ *      (6) This is similar to the function pixAssignToNearestColor()
+ *          used for color segmentation.
+ *      (7) Except for very small images or when using level > 4,
+ *          it takes very little time to generate the tables,
+ *          compared to the generation of the colormapped dest pix,
+ *          so one would not typically use the low-level version.
+ *
+ */ +PIX * +pixOctcubeQuantFromCmap(PIX *pixs, + PIXCMAP *cmap, + l_int32 mindepth, + l_int32 level, + l_int32 metric) +{ +l_int32 *cmaptab; +l_uint32 *rtab, *gtab, *btab; +PIX *pixd; + + PROCNAME("pixOctcubeQuantFromCmap"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (!cmap) + return (PIX *)ERROR_PTR("cmap not defined", procName, NULL); + if (mindepth != 2 && mindepth != 4 && mindepth != 8) + return (PIX *)ERROR_PTR("invalid mindepth", procName, NULL); + if (level < 1 || level > 6) + return (PIX *)ERROR_PTR("level not in {1...6}", procName, NULL); + if (metric != L_MANHATTAN_DISTANCE && metric != L_EUCLIDEAN_DISTANCE) + return (PIX *)ERROR_PTR("invalid metric", procName, NULL); + + /* Set up the tables to map rgb to the nearest colormap index */ + rtab = gtab = btab = NULL; + makeRGBToIndexTables(level, &rtab, >ab, &btab); + cmaptab = pixcmapToOctcubeLUT(cmap, level, metric); + + pixd = pixOctcubeQuantFromCmapLUT(pixs, cmap, mindepth, + cmaptab, rtab, gtab, btab); + + LEPT_FREE(cmaptab); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return pixd; +} + + +/*! + * \brief pixOctcubeQuantFromCmapLUT() + * + * \param[in] pixs 32 bpp rgb + * \param[in] cmap to quantize to; insert copy into dest pix + * \param[in] mindepth minimum depth of pixd: can be 2, 4 or 8 bpp + * \param[in] cmaptab table mapping from octindex to colormap index + * \param[in] rtab, gtab, btab tables mapping from RGB to octindex + * \return pixd 2, 4 or 8 bpp, colormapped, or NULL on error + * + * 
+ * Notes:
+ *      (1) See the notes in the higher-level function
+ *          pixOctcubeQuantFromCmap().  The octcube level for
+ *          the generated octree is specified there, along with
+ *          the distance metric for determining the closest
+ *          color in the colormap to each octcube.
+ *      (2) If the colormap, level and metric information have already
+ *          been used to construct the set of mapping tables,
+ *          this low-level function can be used directly (i.e.,
+ *          independently of pixOctcubeQuantFromCmap()) to build
+ *          a colormapped pix that uses the specified colormap.
+ *
+ */ +static PIX * +pixOctcubeQuantFromCmapLUT(PIX *pixs, + PIXCMAP *cmap, + l_int32 mindepth, + l_int32 *cmaptab, + l_uint32 *rtab, + l_uint32 *gtab, + l_uint32 *btab) +{ +l_int32 i, j, w, h, depth, wpls, wpld; +l_int32 rval, gval, bval, index; +l_uint32 octindex; +l_uint32 *lines, *lined, *datas, *datad; +PIX *pixd; +PIXCMAP *cmapc; + + PROCNAME("pixOctcubeQuantFromCmapLUT"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (!cmap) + return (PIX *)ERROR_PTR("cmap not defined", procName, NULL); + if (mindepth != 2 && mindepth != 4 && mindepth != 8) + return (PIX *)ERROR_PTR("invalid mindepth", procName, NULL); + if (!rtab || !gtab || !btab || !cmaptab) + return (PIX *)ERROR_PTR("tables not all defined", procName, NULL); + + /* Init dest pix (with minimum bpp depending on cmap) */ + pixcmapGetMinDepth(cmap, &depth); + depth = L_MAX(depth, mindepth); + pixGetDimensions(pixs, &w, &h, NULL); + if ((pixd = pixCreate(w, h, depth)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + cmapc = pixcmapCopy(cmap); + pixSetColormap(pixd, cmapc); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + + /* Insert the colormap index of the color nearest to the input pixel */ + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + /* Map from rgb to octcube index */ + getOctcubeIndexFromRGB(rval, gval, bval, rtab, gtab, btab, + &octindex); + /* Map from octcube index to nearest colormap index */ + index = cmaptab[octindex]; + if (depth == 2) + SET_DATA_DIBIT(lined, j, index); + else if (depth == 4) + SET_DATA_QBIT(lined, j, index); + else /* depth == 8 */ + SET_DATA_BYTE(lined, j, index); + } + } + + return pixd; +} + + +/*---------------------------------------------------------------------------* + * Generation of octcube histogram * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixOctcubeHistogram() + * + * \param[in] pixs 32 bpp rgb + * \param[in] level significant bits for each of RGB; valid in [1...6] + * \param[out] pncolors [optional] number of occupied cubes + * \return numa histogram of color pixels, or NULL on error + * + * 
+ * Notes:
+ *      (1) Input NULL for &ncolors to prevent computation and return value.
+ *
+ */ +NUMA * +pixOctcubeHistogram(PIX *pixs, + l_int32 level, + l_int32 *pncolors) +{ +l_int32 size, i, j, w, h, wpl, ncolors, val; +l_int32 rval, gval, bval; +l_uint32 octindex; +l_uint32 *rtab, *gtab, *btab; +l_uint32 *data, *line; +l_float32 *array; +NUMA *na; + + PROCNAME("pixOctcubeHistogram"); + + if (pncolors) *pncolors = 0; + if (!pixs) + return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (NUMA *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + wpl = pixGetWpl(pixs); + data = pixGetData(pixs); + + if (octcubeGetCount(level, &size)) /* array size = 2 ** (3 * level) */ + return (NUMA *)ERROR_PTR("size not returned", procName, NULL); + rtab = gtab = btab = NULL; + makeRGBToIndexTables(level, &rtab, >ab, &btab); + + if ((na = numaCreate(size)) == NULL) { + L_ERROR("na not made\n", procName); + goto cleanup_arrays; + } + numaSetCount(na, size); + array = numaGetFArray(na, L_NOCOPY); + + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; +#if DEBUG_OCTINDEX + if ((level == 1 && octindex > 7) || + (level == 2 && octindex > 63) || + (level == 3 && octindex > 511) || + (level == 4 && octindex > 4097) || + (level == 5 && octindex > 32783) || + (level == 6 && octindex > 262271)) { + fprintf(stderr, "level = %d, octindex = %d, index error!\n", + level, octindex); + continue; + } +#endif /* DEBUG_OCTINDEX */ + array[octindex] += 1.0; + } + } + + if (pncolors) { + for (i = 0, ncolors = 0; i < size; i++) { + numaGetIValue(na, i, &val); + if (val > 0) + ncolors++; + } + *pncolors = ncolors; + } + +cleanup_arrays: + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return na; +} + + +/*------------------------------------------------------------------* + * Get filled octcube table from colormap * + *------------------------------------------------------------------*/ +/*! + * \brief pixcmapToOctcubeLUT() + * + * \param[in] cmap + * \param[in] level significant bits for each of RGB; valid in [1...6] + * \param[in] metric L_MANHATTAN_DISTANCE, L_EUCLIDEAN_DISTANCE + * \return tab[2**3 * level] + * + * 
+ * Notes:
+ *      (1) This function is used to quickly find the colormap color
+ *          that is closest to any rgb color.  It is used to assign
+ *          rgb colors to an existing colormap.  It can be very expensive
+ *          to search through the entire colormap for the closest color
+ *          to each pixel.  Instead, we first set up this table, which is
+ *          populated by the colormap index nearest to each octcube
+ *          color.  Then we go through the image; for each pixel,
+ *          do two table lookups: first to generate the octcube index
+ *          from rgb and second to use this table to read out the
+ *          colormap index.
+ *      (2) Do a slight modification for white and black.  For level = 4,
+ *          each octcube size is 16.  The center of the whitest octcube
+ *          is at (248, 248, 248), which is closer to 242 than 255.
+ *          Consequently, any gray color between 242 and 254 will
+ *          be selected, even if white (255, 255, 255) exists.  This is
+ *          typically not optimal, because the original color was
+ *          likely white.  Therefore, if white exists in the colormap,
+ *          use it for any rgb color that falls into the most white octcube.
+ *          Do the similar thing for black.
+ *      (3) Here are the actual function calls for quantizing to a
+ *          specified colormap:
+ *            ~ first make the tables that map from rgb --> octcube index
+ *                     makeRGBToIndexTables()
+ *            ~ then for each pixel:
+ *                * use the tables to get the octcube index
+ *                     getOctcubeIndexFromRGB()
+ *                * use this table to get the nearest color in the colormap
+ *                     cmap_index = tab[index]
+ *      (4) Distance can be either manhattan or euclidean.
+ *      (5) In typical use, level = 4 gives reasonable results, and
+ *          level = 5 is slightly better.  When this function is used
+ *          for color segmentation, there are typically a small number
+ *          of colors and the number of levels can be small (e.g., level = 3).
+ *
+ */ +l_int32 * +pixcmapToOctcubeLUT(PIXCMAP *cmap, + l_int32 level, + l_int32 metric) +{ +l_int32 i, k, size, ncolors, mindist, dist, mincolor, index; +l_int32 rval, gval, bval; /* color at center of the octcube */ +l_int32 *rmap, *gmap, *bmap, *tab; + + PROCNAME("pixcmapToOctcubeLUT"); + + if (!cmap) + return (l_int32 *)ERROR_PTR("cmap not defined", procName, NULL); + if (level < 1 || level > 6) + return (l_int32 *)ERROR_PTR("level not in {1...6}", procName, NULL); + if (metric != L_MANHATTAN_DISTANCE && metric != L_EUCLIDEAN_DISTANCE) + return (l_int32 *)ERROR_PTR("invalid metric", procName, NULL); + + if (octcubeGetCount(level, &size)) /* array size = 2 ** (3 * level) */ + return (l_int32 *)ERROR_PTR("size not returned", procName, NULL); + if ((tab = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32))) == NULL) + return (l_int32 *)ERROR_PTR("tab not allocated", procName, NULL); + + ncolors = pixcmapGetCount(cmap); + pixcmapToArrays(cmap, &rmap, &gmap, &bmap, NULL); + + /* Assign based on the closest octcube center to the cmap color */ + for (i = 0; i < size; i++) { + getRGBFromOctcube(i, level, &rval, &gval, &bval); + mindist = 1000000; + mincolor = 0; /* irrelevant init */ + for (k = 0; k < ncolors; k++) { + if (metric == L_MANHATTAN_DISTANCE) { + dist = L_ABS(rval - rmap[k]) + L_ABS(gval - gmap[k]) + + L_ABS(bval - bmap[k]); + } else { /* L_EUCLIDEAN_DISTANCE */ + dist = (rval - rmap[k]) * (rval - rmap[k]) + + (gval - gmap[k]) * (gval - gmap[k]) + + (bval - bmap[k]) * (bval - bmap[k]); + } + if (dist < mindist) { + mindist = dist; + mincolor = k; + } + } + tab[i] = mincolor; + } + + /* Reset black and white if available in the colormap. + * The darkest octcube is at octindex 0. + * The lightest octcube is at the max octindex. */ + pixcmapGetNearestIndex(cmap, 0, 0, 0, &index); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + if (rval < 7 && gval < 7 && bval < 7) { + tab[0] = index; + } + pixcmapGetNearestIndex(cmap, 255, 255, 255, &index); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + if (rval > 248 && gval > 248 && bval > 248) { + tab[(1 << (3 * level)) - 1] = index; + } + + LEPT_FREE(rmap); + LEPT_FREE(gmap); + LEPT_FREE(bmap); + return tab; +} + + +/*------------------------------------------------------------------* + * Strip out unused elements in colormap * + *------------------------------------------------------------------*/ +/*! + * \brief pixRemoveUnusedColors() + * + * \param[in] pixs colormapped + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) If the image doesn't have a colormap, returns without error.
+ *      (3) Unusued colors are removed from the colormap, and the
+ *          image pixels are re-numbered.
+ *
+ */ +l_ok +pixRemoveUnusedColors(PIX *pixs) +{ +l_int32 i, j, w, h, d, nc, wpls, val, newval, index, zerofound; +l_int32 rval, gval, bval; +l_uint32 *datas, *lines; +l_int32 *histo, *map1, *map2; +PIXCMAP *cmap, *cmapd; + + PROCNAME("pixRemoveUnusedColors"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if ((cmap = pixGetColormap(pixs)) == NULL) + return 0; + + d = pixGetDepth(pixs); + if (d != 2 && d != 4 && d != 8) + return ERROR_INT("d not in {2, 4, 8}", procName, 1); + + /* Find which indices are actually used */ + nc = pixcmapGetCount(cmap); + if ((histo = (l_int32 *)LEPT_CALLOC(nc, sizeof(l_int32))) == NULL) + return ERROR_INT("histo not made", procName, 1); + pixGetDimensions(pixs, &w, &h, NULL); + wpls = pixGetWpl(pixs); + datas = pixGetData(pixs); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + switch (d) + { + case 2: + val = GET_DATA_DIBIT(lines, j); + break; + case 4: + val = GET_DATA_QBIT(lines, j); + break; + case 8: + val = GET_DATA_BYTE(lines, j); + break; + default: + LEPT_FREE(histo); + return ERROR_INT("switch ran off end!", procName, 1); + } + if (val >= nc) { + L_WARNING("cmap index out of bounds!\n", procName); + continue; + } + histo[val]++; + } + } + + /* Check if there are any zeroes. If none, quit. */ + zerofound = FALSE; + for (i = 0; i < nc; i++) { + if (histo[i] == 0) { + zerofound = TRUE; + break; + } + } + if (!zerofound) { + LEPT_FREE(histo); + return 0; + } + + /* Generate mapping tables between indices */ + map1 = (l_int32 *)LEPT_CALLOC(nc, sizeof(l_int32)); + map2 = (l_int32 *)LEPT_CALLOC(nc, sizeof(l_int32)); + index = 0; + for (i = 0; i < nc; i++) { + if (histo[i] != 0) { + map1[index] = i; /* get old index from new */ + map2[i] = index; /* get new index from old */ + index++; + } + } + + /* Generate new colormap and attach to pixs */ + cmapd = pixcmapCreate(d); + for (i = 0; i < index; i++) { + pixcmapGetColor(cmap, map1[i], &rval, &gval, &bval); + pixcmapAddColor(cmapd, rval, gval, bval); + } + pixSetColormap(pixs, cmapd); + + /* Map pixel (index) values to new cmap */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + switch (d) + { + case 2: + val = GET_DATA_DIBIT(lines, j); + newval = map2[val]; + SET_DATA_DIBIT(lines, j, newval); + break; + case 4: + val = GET_DATA_QBIT(lines, j); + newval = map2[val]; + SET_DATA_QBIT(lines, j, newval); + break; + case 8: + val = GET_DATA_BYTE(lines, j); + newval = map2[val]; + SET_DATA_BYTE(lines, j, newval); + break; + default: + LEPT_FREE(histo); + LEPT_FREE(map1); + LEPT_FREE(map2); + return ERROR_INT("switch ran off end!", procName, 1); + } + } + } + + LEPT_FREE(histo); + LEPT_FREE(map1); + LEPT_FREE(map2); + return 0; +} + + +/*------------------------------------------------------------------* + * Find number of occupied octcubes at the specified level * + *------------------------------------------------------------------*/ +/*! + * \brief pixNumberOccupiedOctcubes() + * + * \param[in] pix 32 bpp + * \param[in] level of octcube + * \param[in] mincount minimum num pixels in an octcube to be counted; + * -1 to not use + * \param[in] minfract minimum fract of pixels in an octcube to be + * counted; -1 to not use + * \param[out] pncolors number of occupied octcubes + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Exactly one of (%mincount, %minfract) must be -1, so, e.g.,
+ *          if %mincount == -1, then we use %minfract.
+ *      (2) If all occupied octcubes are to count, set %mincount == 1.
+ *          Setting %minfract == 0.0 is taken to mean the same thing.
+ *
+ */ +l_ok +pixNumberOccupiedOctcubes(PIX *pix, + l_int32 level, + l_int32 mincount, + l_float32 minfract, + l_int32 *pncolors) +{ +l_int32 i, j, w, h, d, wpl, ncolors, size, octindex; +l_int32 rval, gval, bval; +l_int32 *carray; +l_uint32 *data, *line, *rtab, *gtab, *btab; + + PROCNAME("pixNumberOccupiedOctcubes"); + + if (!pncolors) + return ERROR_INT("&ncolors not defined", procName, 1); + *pncolors = 0; + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + pixGetDimensions(pix, &w, &h, &d); + if (d != 32) + return ERROR_INT("pix not 32 bpp", procName, 1); + if (level < 1 || level > 6) + return ERROR_INT("invalid level", procName, 1); + if ((mincount < 0 && minfract < 0) || (mincount >= 0.0 && minfract >= 0.0)) + return ERROR_INT("invalid mincount/minfract", procName, 1); + if (mincount == 0 || minfract == 0.0) + mincount = 1; + else if (minfract > 0.0) + mincount = L_MIN(1, (l_int32)(minfract * w * h)); + + if (octcubeGetCount(level, &size)) /* array size = 2 ** (3 * level) */ + return ERROR_INT("size not returned", procName, 1); + rtab = gtab = btab = NULL; + makeRGBToIndexTables(level, &rtab, >ab, &btab); + if ((carray = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32))) == NULL) { + L_ERROR("carray not made\n", procName); + goto cleanup_arrays; + } + + /* Mark the occupied octcube leaves */ + data = pixGetData(pix); + wpl = pixGetWpl(pix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + octindex = rtab[rval] | gtab[gval] | btab[bval]; + carray[octindex]++; + } + } + + /* Count them */ + for (i = 0, ncolors = 0; i < size; i++) { + if (carray[i] >= mincount) + ncolors++; + } + *pncolors = ncolors; + +cleanup_arrays: + LEPT_FREE(carray); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/colorquant2.c b/3rdparty/hgOCR/leptonica/colorquant2.c new file mode 100644 index 00000000..0650b797 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/colorquant2.c @@ -0,0 +1,1674 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file colorquant2.c + * 
+ *
+ *  Modified median cut color quantization
+ *
+ *      High level
+ *          PIX              *pixMedianCutQuant()
+ *          PIX              *pixMedianCutQuantGeneral()
+ *          PIX              *pixMedianCutQuantMixed()
+ *          PIX              *pixFewColorsMedianCutQuantMixed()
+ *
+ *      Median cut indexed histogram
+ *          l_int32          *pixMedianCutHisto()
+ *
+ *      Static helpers
+ *          static PIXCMAP   *pixcmapGenerateFromHisto()
+ *          static PIX       *pixQuantizeWithColormap()
+ *          static void       getColorIndexMedianCut()
+ *          static L_BOX3D   *pixGetColorRegion()
+ *          static l_int32    medianCutApply()
+ *          static PIXCMAP   *pixcmapGenerateFromMedianCuts()
+ *          static l_int32    vboxGetAverageColor()
+ *          static l_int32    vboxGetCount()
+ *          static l_int32    vboxGetVolume()
+ *          static L_BOX3D   *box3dCreate();
+ *          static L_BOX3D   *box3dCopy();
+ *
+ *   Paul Heckbert published the median cut algorithm, "Color Image
+ *   Quantization for Frame Buffer Display," in Proc. SIGGRAPH '82,
+ *   Boston, July 1982, pp. 297-307.  See:
+ *   http://delivery.acm.org/10.1145/810000/801294/p297-heckbert.pdf
+ *
+ *   Median cut starts with either the full color space or the occupied
+ *   region of color space.  If you're not dithering, the occupied region
+ *   can be used, but with dithering, pixels can end up in any place
+ *   in the color space, so you must represent the entire color space in
+ *   the final colormap.
+ *
+ *   Color components are quantized to typically 5 or 6 significant
+ *   bits (for each of r, g and b).   Call a 3D region of color
+ *   space a 'vbox'.  Any color in this quantized space is represented
+ *   by an element of a linear histogram array, indexed by rgb value.
+ *   The initial region is then divided into two regions that have roughly
+ *   equal pixel occupancy (hence the name "median cut").  Subdivision
+ *   continues until the requisite number of vboxes has been generated.
+ *
+ *   But the devil is in the details of the subdivision process.
+ *   Here are some choices that you must make:
+ *     (1) Along which axis to subdivide?
+ *     (2) Which box to put the bin with the median pixel?
+ *     (3) How to order the boxes for subdivision?
+ *     (4) How to adequately handle boxes with very small numbers of pixels?
+ *     (5) How to prevent a little-represented but highly visible color
+ *         from being masked out by other colors in its vbox.
+ *
+ *   Taking these in order:
+ *     (1) Heckbert suggests using either the largest vbox side, or the vbox
+ *         side with the largest variance in pixel occupancy.  We choose
+ *         to divide based on the largest vbox side.
+ *     (2) Suppose you've chosen a side.  Then you have a histogram
+ *         of pixel occupancy in 2D slices of the vbox.  One of those
+ *         slices includes the median pixel.  Suppose there are L bins
+ *         to the left (smaller index) and R bins to the right.  Then
+ *         this slice (or bin) should be assigned to the box containing
+ *         the smaller of L and R.  This both shortens the larger
+ *         of the subdivided dimensions and helps a low-count color
+ *         far from the subdivision boundary to better express itself.
+ *     (2a) One can also ask if the boundary should be moved even
+ *         farther into the longer side.  This is feasible if we have
+ *         a method for doing extra subdivisions on the high count
+ *         vboxes.  And we do (see (3)).
+ *     (3) To make sure that the boxes are subdivided toward equal
+ *         occupancy, use an occupancy-sorted priority queue, rather
+ *         than a simple queue.
+ *     (4) With a priority queue, boxes with small number of pixels
+ *         won't be repeatedly subdivided.  This is good.
+ *     (5) Use of a priority queue allows tricks such as in (2a) to let
+ *         small occupancy clusters be better expressed.  In addition,
+ *         rather than splitting near the median, small occupancy colors
+ *         are best reproduced by cutting half-way into the longer side.
+ *
+ *   However, serious problems can arise with dithering if a priority
+ *   queue is used based on population alone.  If the picture has
+ *   large regions of nearly constant color, some vboxes can be very
+ *   large and have a sizeable population (but not big enough to get to
+ *   the head of the queue).  If one of these large, occupied vboxes
+ *   is near in color to a nearly constant color region of the
+ *   image, dithering can inject pixels from the large vbox into
+ *   the nearly uniform region.  These pixels can be very far away
+ *   in color, and the oscillations are highly visible.  To prevent
+ *   this, we can take either or both of these actions:
+ *
+ *     (1) Subdivide a fraction (< 1.0) based on population, and
+ *         do the rest of the subdivision based on the product of
+ *         the vbox volume and its population.  By using the product,
+ *         we avoid further subdivision of nearly empty vboxes, and
+ *         directly target large vboxes with significant population.
+ *
+ *     (2) Threshold the excess color transferred in dithering to
+ *         neighboring pixels.
+ *
+ *   Doing either of these will stop the most annoying oscillations
+ *   in dithering.  Furthermore, by doing (1), we also improve the
+ *   rendering of regions of nearly constant color, both with and
+ *   without dithering.  It turns out that the image quality is
+ *   not sensitive to the value of the parameter in (1); values
+ *   between 0.3 and 0.9 give very good results.
+ *
+ *   Here's the lesson: subdivide the color space into vboxes such
+ *   that (1) the most populated vboxes that can be further
+ *   subdivided (i.e., that occupy more than one quantum volume
+ *   in color space) all have approximately the same population,
+ *   and (2) all large vboxes have no significant population.
+ *   If these conditions are met, the quantization will be excellent.
+ *
+ *   Once the subdivision has been made, the colormap is generated,
+ *   with one color for each vbox and using the average color in the vbox.
+ *   At the same time, the histogram array is converted to an inverse
+ *   colormap table, storing the colormap index in every cell in the
+ *   vbox.  Finally, using both the colormap and the inverse colormap,
+ *   a colormapped pix is quickly generated from the original rgb pix.
+ *
+ *   In the present implementation, subdivided regions of colorspace
+ *   that are not occupied are retained, but not further subdivided.
+ *   This is required for our inverse colormap lookup table for
+ *   dithering, because dithered pixels may fall into these unoccupied
+ *   regions.  For such empty regions, we use the center as the rgb
+ *   colormap value.
+ *
+ *   This variation on median cut can be referred to as "Modified Median
+ *   Cut" quantization, or MMCQ.  Overall, the undithered MMCQ gives
+ *   comparable results to the two-pass Octcube Quantizer (OQ).
+ *   Comparing the two methods on the test24.jpg painting, we see:
+ *
+ *     (1) For rendering spot color (the various reds and pinks in
+ *         the image), MMCQ is not as good as OQ.
+ *
+ *     (2) For rendering majority color regions, MMCQ does a better
+ *         job of avoiding posterization.  That is, it does better
+ *         dividing the color space up in the most heavily populated regions.
+ *
+ */ + +#include +#include +#include "allheaders.h" + + /* Median cut 3-d volume element. Sort on first element, which + * can be the number of pixels, the volume or a combination + * of these. */ +struct L_Box3d +{ + l_float32 sortparam; /* parameter on which to sort the vbox */ + l_int32 npix; /* number of pixels in the vbox */ + l_int32 vol; /* quantized volume of vbox */ + l_int32 r1; /* min r index in the vbox */ + l_int32 r2; /* max r index in the vbox */ + l_int32 g1; /* min g index in the vbox */ + l_int32 g2; /* max g index in the vbox */ + l_int32 b1; /* min b index in the vbox */ + l_int32 b2; /* max b index in the vbox */ +}; +typedef struct L_Box3d L_BOX3D; + + /* Static median cut helper functions */ +static PIXCMAP *pixcmapGenerateFromHisto(PIX *pixs, l_int32 depth, + l_int32 *histo, l_int32 histosize, + l_int32 sigbits); +static PIX *pixQuantizeWithColormap(PIX *pixs, l_int32 ditherflag, + l_int32 outdepth, + PIXCMAP *cmap, l_int32 *indexmap, + l_int32 mapsize, l_int32 sigbits); +static void getColorIndexMedianCut(l_uint32 pixel, l_int32 rshift, + l_uint32 mask, l_int32 sigbits, + l_int32 *pindex); +static L_BOX3D *pixGetColorRegion(PIX *pixs, l_int32 sigbits, + l_int32 subsample); +static l_int32 medianCutApply(l_int32 *histo, l_int32 sigbits, + L_BOX3D *vbox, L_BOX3D **pvbox1, + L_BOX3D **pvbox2); +static PIXCMAP *pixcmapGenerateFromMedianCuts(L_HEAP *lh, l_int32 *histo, + l_int32 sigbits); +static l_int32 vboxGetAverageColor(L_BOX3D *vbox, l_int32 *histo, + l_int32 sigbits, l_int32 index, + l_int32 *prval, l_int32 *pgval, + l_int32 *pbval); +static l_int32 vboxGetCount(L_BOX3D *vbox, l_int32 *histo, l_int32 sigbits); +static l_int32 vboxGetVolume(L_BOX3D *vbox); +static L_BOX3D *box3dCreate(l_int32 r1, l_int32 r2, l_int32 g1, + l_int32 g2, l_int32 b1, l_int32 b2); +static L_BOX3D *box3dCopy(L_BOX3D *vbox); + + + /* 5 significant bits for each component is generally satisfactory */ +static const l_int32 DefaultSigBits = 5; +static const l_int32 MaxItersAllowed = 5000; /* prevents infinite looping */ + + /* Specify fraction of vboxes made that are sorted on population alone. + * The remaining vboxes are sorted on (population * vbox-volume). */ +static const l_float32 FractByPopulation = 0.85; + + /* To get the max value of 'dif' in the dithering color transfer, + * divide DifCap by 8. */ +static const l_int32 DifCap = 100; + + +#ifndef NO_CONSOLE_IO +#define DEBUG_MC_COLORS 0 +#define DEBUG_SPLIT_AXES 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*------------------------------------------------------------------------* + * High level * + *------------------------------------------------------------------------*/ +/*! + * \brief pixMedianCutQuant() + * + * \param[in] pixs 32 bpp; rgb color + * \param[in] ditherflag 1 for dither; 0 for no dither + * \return pixd 8 bit with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) Simple interface.  See pixMedianCutQuantGeneral() for
+ *          use of defaulted parameters.
+ *
+ */ +PIX * +pixMedianCutQuant(PIX *pixs, + l_int32 ditherflag) +{ + return pixMedianCutQuantGeneral(pixs, ditherflag, + 0, 256, DefaultSigBits, 1, 1); +} + + +/*! + * \brief pixMedianCutQuantGeneral() + * + * \param[in] pixs 32 bpp; rgb color + * \param[in] ditherflag 1 for dither; 0 for no dither + * \param[in] outdepth output depth; valid: 0, 1, 2, 4, 8 + * \param[in] maxcolors between 2 and 256 + * \param[in] sigbits valid: 5 or 6; use 0 for default + * \param[in] maxsub max subsampling, integer; use 0 for default; + * 1 for no subsampling + * \param[in] checkbw 1 to check if color content is very small, + * 0 to assume there is sufficient color + * \return pixd 8 bit with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) %maxcolors must be in the range [2 ... 256].
+ *      (2) Use %outdepth = 0 to have the output depth computed as the
+ *          minimum required to hold the actual colors found, given
+ *          the %maxcolors constraint.
+ *      (3) Use %outdepth = 1, 2, 4 or 8 to specify the output depth.
+ *          In that case, %maxcolors must not exceed 2^(outdepth).
+ *      (4) If there are fewer quantized colors in the image than %maxcolors,
+ *          the colormap is simply generated from those colors.
+ *      (5) %maxsub is the maximum allowed subsampling to be used in the
+ *          computation of the color histogram and region of occupied
+ *          color space.  The subsampling is chosen internally for
+ *          efficiency, based on the image size, but this parameter
+ *          limits it.  Use %maxsub = 0 for the internal default, which is the
+ *          maximum allowed subsampling.  Use %maxsub = 1 to prevent
+ *          subsampling.  In general use %maxsub >= 1 to specify the
+ *          maximum subsampling to be allowed, where the actual subsampling
+ *          will be the minimum of this value and the internally
+ *          determined default value.
+ *      (6) If the image appears gray because either most of the pixels
+ *          are gray or most of the pixels are essentially black or white,
+ *          the image is trivially quantized with a grayscale colormap.  The
+ *          reason is that median cut divides the color space into rectangular
+ *          regions, and it does a very poor job if all the pixels are
+ *          near the diagonal of the color space cube.
+ *
+ */ +PIX * +pixMedianCutQuantGeneral(PIX *pixs, + l_int32 ditherflag, + l_int32 outdepth, + l_int32 maxcolors, + l_int32 sigbits, + l_int32 maxsub, + l_int32 checkbw) +{ +l_int32 i, subsample, histosize, smalln, ncolors, niters, popcolors; +l_int32 w, h, minside, factor, index, rval, gval, bval; +l_int32 *histo; +l_float32 pixfract, colorfract; +L_BOX3D *vbox, *vbox1, *vbox2; +L_HEAP *lh, *lhs; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixMedianCutQuantGeneral"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (maxcolors < 2 || maxcolors > 256) + return (PIX *)ERROR_PTR("maxcolors not in [2...256]", procName, NULL); + if (outdepth != 0 && outdepth != 1 && outdepth != 2 && outdepth != 4 && + outdepth != 8) + return (PIX *)ERROR_PTR("outdepth not in {0,1,2,4,8}", procName, NULL); + if (outdepth > 0 && (maxcolors > (1 << outdepth))) + return (PIX *)ERROR_PTR("maxcolors > 2^(outdepth)", procName, NULL); + if (sigbits == 0) + sigbits = DefaultSigBits; + else if (sigbits < 5 || sigbits > 6) + return (PIX *)ERROR_PTR("sigbits not 5 or 6", procName, NULL); + if (maxsub <= 0) + maxsub = 10; /* default will prevail for 10^7 pixels or less */ + + /* Determine if the image has sufficient color content. + * If pixfract << 1, most pixels are close to black or white. + * If colorfract << 1, the pixels that are not near + * black or white have very little color. + * If with little color, quantize with a grayscale colormap. */ + pixGetDimensions(pixs, &w, &h, NULL); + if (checkbw) { + minside = L_MIN(w, h); + factor = L_MAX(1, minside / 400); + pixColorFraction(pixs, 20, 244, 20, factor, &pixfract, &colorfract); + if (pixfract * colorfract < 0.00025) { + L_INFO("\n Pixel fraction neither white nor black = %6.3f" + "\n Color fraction of those pixels = %6.3f" + "\n Quantizing in gray\n", + procName, pixfract, colorfract); + return pixConvertTo8(pixs, 1); + } + } + + /* Compute the color space histogram. Default sampling + * is about 10^5 pixels. */ + if (maxsub == 1) { + subsample = 1; + } else { + subsample = (l_int32)(sqrt((l_float64)(w * h) / 100000.)); + subsample = L_MAX(1, L_MIN(maxsub, subsample)); + } + histo = pixMedianCutHisto(pixs, sigbits, subsample); + histosize = 1 << (3 * sigbits); + + /* See if the number of quantized colors is less than maxcolors */ + ncolors = 0; + smalln = TRUE; + for (i = 0; i < histosize; i++) { + if (histo[i]) + ncolors++; + if (ncolors > maxcolors) { + smalln = FALSE; + break; + } + } + if (smalln) { /* finish up now */ + if (outdepth == 0) { + if (ncolors <= 2) + outdepth = 1; + else if (ncolors <= 4) + outdepth = 2; + else if (ncolors <= 16) + outdepth = 4; + else + outdepth = 8; + } + cmap = pixcmapGenerateFromHisto(pixs, outdepth, + histo, histosize, sigbits); + pixd = pixQuantizeWithColormap(pixs, ditherflag, outdepth, cmap, + histo, histosize, sigbits); + LEPT_FREE(histo); + return pixd; + } + + /* Initial vbox: minimum region in colorspace occupied by pixels */ + if (ditherflag || subsample > 1) /* use full color space */ + vbox = box3dCreate(0, (1 << sigbits) - 1, + 0, (1 << sigbits) - 1, + 0, (1 << sigbits) - 1); + else + vbox = pixGetColorRegion(pixs, sigbits, subsample); + vbox->npix = vboxGetCount(vbox, histo, sigbits); + vbox->vol = vboxGetVolume(vbox); + + /* For a fraction 'popcolors' of the desired 'maxcolors', + * generate median cuts based on population, putting + * everything on a priority queue sorted by population. */ + lh = lheapCreate(0, L_SORT_DECREASING); + lheapAdd(lh, vbox); + ncolors = 1; + niters = 0; + popcolors = (l_int32)(FractByPopulation * maxcolors); + while (1) { + vbox = (L_BOX3D *)lheapRemove(lh); + if (vboxGetCount(vbox, histo, sigbits) == 0) { /* just put it back */ + lheapAdd(lh, vbox); + continue; + } + medianCutApply(histo, sigbits, vbox, &vbox1, &vbox2); + if (!vbox1) { + L_WARNING("vbox1 not defined; shouldn't happen!\n", procName); + break; + } + if (vbox1->vol > 1) + vbox1->sortparam = vbox1->npix; + LEPT_FREE(vbox); + lheapAdd(lh, vbox1); + if (vbox2) { /* vbox2 can be NULL */ + if (vbox2->vol > 1) + vbox2->sortparam = vbox2->npix; + lheapAdd(lh, vbox2); + ncolors++; + } + if (ncolors >= popcolors) + break; + if (niters++ > MaxItersAllowed) { + L_WARNING("infinite loop; perhaps too few pixels!\n", procName); + break; + } + } + + /* Re-sort by the product of pixel occupancy times the size + * in color space. */ + lhs = lheapCreate(0, L_SORT_DECREASING); + while ((vbox = (L_BOX3D *)lheapRemove(lh))) { + vbox->sortparam = vbox->npix * vbox->vol; + lheapAdd(lhs, vbox); + } + lheapDestroy(&lh, TRUE); + + /* For the remaining (maxcolors - popcolors), generate the + * median cuts using the (npix * vol) sorting. */ + while (1) { + vbox = (L_BOX3D *)lheapRemove(lhs); + if (vboxGetCount(vbox, histo, sigbits) == 0) { /* just put it back */ + lheapAdd(lhs, vbox); + continue; + } + medianCutApply(histo, sigbits, vbox, &vbox1, &vbox2); + if (!vbox1) { + L_WARNING("vbox1 not defined; shouldn't happen!\n", procName); + break; + } + if (vbox1->vol > 1) + vbox1->sortparam = vbox1->npix * vbox1->vol; + LEPT_FREE(vbox); + lheapAdd(lhs, vbox1); + if (vbox2) { /* vbox2 can be NULL */ + if (vbox2->vol > 1) + vbox2->sortparam = vbox2->npix * vbox2->vol; + lheapAdd(lhs, vbox2); + ncolors++; + } + if (ncolors >= maxcolors) + break; + if (niters++ > MaxItersAllowed) { + L_WARNING("infinite loop; perhaps too few pixels!\n", procName); + break; + } + } + + /* Re-sort by pixel occupancy. This is not necessary, + * but it makes a more useful listing. */ + lh = lheapCreate(0, L_SORT_DECREASING); + while ((vbox = (L_BOX3D *)lheapRemove(lhs))) { + vbox->sortparam = vbox->npix; +/* vbox->sortparam = vbox->npix * vbox->vol; */ + lheapAdd(lh, vbox); + } + lheapDestroy(&lhs, TRUE); + + /* Generate colormap from median cuts and quantize pixd */ + cmap = pixcmapGenerateFromMedianCuts(lh, histo, sigbits); + if (outdepth == 0) { + ncolors = pixcmapGetCount(cmap); + if (ncolors <= 2) + outdepth = 1; + else if (ncolors <= 4) + outdepth = 2; + else if (ncolors <= 16) + outdepth = 4; + else + outdepth = 8; + } + pixd = pixQuantizeWithColormap(pixs, ditherflag, outdepth, cmap, + histo, histosize, sigbits); + + /* Force darkest color to black if each component <= 4 */ + pixcmapGetRankIntensity(cmap, 0.0, &index); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + if (rval < 5 && gval < 5 && bval < 5) + pixcmapResetColor(cmap, index, 0, 0, 0); + + /* Force lightest color to white if each component >= 252 */ + pixcmapGetRankIntensity(cmap, 1.0, &index); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + if (rval > 251 && gval > 251 && bval > 251) + pixcmapResetColor(cmap, index, 255, 255, 255); + + lheapDestroy(&lh, TRUE); + LEPT_FREE(histo); + return pixd; +} + + +/*! + * \brief pixMedianCutQuantMixed() + * + * \param[in] pixs 32 bpp; rgb color + * \param[in] ncolor maximum number of colors assigned to + * pixels with significant color + * \param[in] ngray number of gray colors to be used; must be >= 2 + * \param[in] darkthresh threshold near black; if the lightest component + * is below this, the pixel is not considered to + * be gray or color; uses 0 for default + * \param[in] lightthresh threshold near white; if the darkest component + * is above this, the pixel is not considered to + * be gray or color; use 0 for default + * \param[in] diffthresh thresh for the max difference between component + * values; for differences below this, the pixel + * is considered to be gray; use 0 for default + * \return pixd 8 bpp cmapped, or NULL on error + * + * 
+ * Notes:
+ *      (1) ncolor + ngray must not exceed 255.
+ *      (2) The method makes use of pixMedianCutQuantGeneral() with
+ *          minimal addition.
+ *          (a) Preprocess the image, setting all pixels with little color
+ *              to black, and populating an auxiliary 8 bpp image with the
+ *              expected colormap values corresponding to the set of
+ *              quantized gray values.
+ *          (b) Color quantize the altered input image to n + 1 colors.
+ *          (c) Augment the colormap with the gray indices, and
+ *              substitute the gray quantized values from the auxiliary
+ *              image for those in the color quantized output that had
+ *              been quantized as black.
+ *      (3) Median cut color quantization is relatively poor for grayscale
+ *          images with many colors, when compared to octcube quantization.
+ *          Thus, for images with both gray and color, it is important
+ *          to quantize the gray pixels by another method.  Here, we
+ *          are conservative in detecting color, preferring to use
+ *          a few extra bits to encode colorful pixels that push them
+ *          to gray.  This is particularly reasonable with this function,
+ *          because it handles the gray and color pixels separately,
+ *          using median cut color quantization for the color pixels
+ *          and equal-bin grayscale quantization for the non-color pixels.
+ *
+ */ +PIX * +pixMedianCutQuantMixed(PIX *pixs, + l_int32 ncolor, + l_int32 ngray, + l_int32 darkthresh, + l_int32 lightthresh, + l_int32 diffthresh) +{ +l_int32 i, j, w, h, wplc, wplg, wpld, nc, unused, iscolor, factor, minside; +l_int32 rval, gval, bval, minval, maxval, val, grayval; +l_float32 pixfract, colorfract; +l_int32 *lut; +l_uint32 *datac, *datag, *datad, *linec, *lineg, *lined; +PIX *pixc, *pixg, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixMedianCutQuantMixed"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (ngray < 2) + return (PIX *)ERROR_PTR("ngray < 2", procName, NULL); + if (ncolor + ngray > 255) + return (PIX *)ERROR_PTR("ncolor + ngray > 255", procName, NULL); + if (darkthresh <= 0) darkthresh = 20; + if (lightthresh <= 0) lightthresh = 244; + if (diffthresh <= 0) diffthresh = 20; + + /* First check if this should be quantized in gray. + * Use a more sensitive parameter for detecting color than with + * pixMedianCutQuantGeneral(), because this function can handle + * gray pixels well. */ + pixGetDimensions(pixs, &w, &h, NULL); + minside = L_MIN(w, h); + factor = L_MAX(1, minside / 400); + pixColorFraction(pixs, darkthresh, lightthresh, diffthresh, factor, + &pixfract, &colorfract); + if (pixfract * colorfract < 0.0001) { + L_INFO("\n Pixel fraction neither white nor black = %6.3f" + "\n Color fraction of those pixels = %6.3f" + "\n Quantizing in gray\n", + procName, pixfract, colorfract); + pixg = pixConvertTo8(pixs, 0); + pixd = pixThresholdOn8bpp(pixg, ngray, 1); + pixDestroy(&pixg); + return pixd; + } + + /* OK, there is color in the image. + * Preprocess to handle the gray pixels. Set the color pixels in pixc + * to black, and store their (eventual) colormap indices in pixg.*/ + pixc = pixCopy(NULL, pixs); + pixg = pixCreate(w, h, 8); /* color pixels will remain 0 here */ + datac = pixGetData(pixc); + datag = pixGetData(pixg); + wplc = pixGetWpl(pixc); + wplg = pixGetWpl(pixg); + lut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + for (i = 0; i < 256; i++) + lut[i] = ncolor + 1 + (i * (ngray - 1) + 128) / 255; + for (i = 0; i < h; i++) { + linec = datac + i * wplc; + lineg = datag + i * wplg; + for (j = 0; j < w; j++) { + iscolor = FALSE; + extractRGBValues(linec[j], &rval, &gval, &bval); + minval = L_MIN(rval, gval); + minval = L_MIN(minval, bval); + maxval = L_MAX(rval, gval); + maxval = L_MAX(maxval, bval); + if (maxval >= darkthresh && + minval <= lightthresh && + maxval - minval >= diffthresh) { + iscolor = TRUE; + } + if (!iscolor) { + linec[j] = 0x0; /* set to black */ + grayval = (maxval + minval) / 2; + SET_DATA_BYTE(lineg, j, lut[grayval]); + } + } + } + + /* Median cut on color pixels plus black */ + pixd = pixMedianCutQuantGeneral(pixc, FALSE, 8, ncolor + 1, + DefaultSigBits, 1, 0); + + /* Augment the colormap with gray values. The new cmap + * indices should agree with the values previously stored in pixg. */ + cmap = pixGetColormap(pixd); + nc = pixcmapGetCount(cmap); + unused = ncolor + 1 - nc; + if (unused < 0) + L_ERROR("Too many colors: extra = %d\n", procName, -unused); + if (unused > 0) { /* fill in with black; these won't be used */ + L_INFO("%d unused colors\n", procName, unused); + for (i = 0; i < unused; i++) + pixcmapAddColor(cmap, 0, 0, 0); + } + for (i = 0; i < ngray; i++) { + grayval = (255 * i) / (ngray - 1); + pixcmapAddColor(cmap, grayval, grayval, grayval); + } + + /* Substitute cmap indices for the gray pixels into pixd */ + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + lineg = datag + i * wplg; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(lineg, j); /* if 0, it's a color pixel */ + if (val) + SET_DATA_BYTE(lined, j, val); + } + } + + pixDestroy(&pixc); + pixDestroy(&pixg); + LEPT_FREE(lut); + return pixd; +} + + +/*! + * \brief pixFewColorsMedianCutQuantMixed() + * + * \param[in] pixs 32 bpp rgb + * \param[in] ncolor number of colors to be assigned to pixels + * with significant color + * \param[in] ngray number of gray colors to be used; must be >= 2 + * \param[in] maxncolors maximum number of colors to be returned from + * pixColorsForQuantization(); use 0 for default + * \param[in] darkthresh threshold near black; if the lightest component + * is below this, the pixel is not considered to + * be gray or color; use 0 for default + * \param[in] lightthresh threshold near white; if the darkest component + * is above this, the pixel is not considered to + * be gray or color; use 0 for default + * \param[in] diffthresh thresh for the max difference between component + * values; for differences below this, the pixel + * is considered to be gray; use 0 for default + * \return pixd 8 bpp, median cut quantized for pixels that are + * not gray; gray pixels are quantized separately over + * the full gray range; null if too many colors or on error + * + * 
+ * Notes:
+ *      (1) This is the "few colors" version of pixMedianCutQuantMixed().
+ *          It fails (returns NULL) if it finds more than maxncolors, but
+ *          otherwise it gives the same result.
+ *      (2) Recommended input parameters are:
+ *              %maxncolors:  20
+ *              %darkthresh:  20
+ *              %lightthresh: 244
+ *              %diffthresh:  15  (any higher can miss colors differing
+ *                                 slightly from gray)
+ *      (3) Both ncolor and ngray should be at least equal to maxncolors.
+ *          If they're not, they are automatically increased, and a
+ *          warning is given.
+ *      (4) If very little color content is found, the input is
+ *          converted to gray and quantized in equal intervals.
+ *      (5) This can be useful for quantizing orthographically generated
+ *          images such as color maps, where there may be more than 256 colors
+ *          because of aliasing or jpeg artifacts on text or lines, but
+ *          there are a relatively small number of solid colors.
+ *      (6) Example of usage:
+ *             // Try to quantize, using default values for mixed med cut
+ *             Pix *pixq = pixFewColorsMedianCutQuantMixed(pixs, 100, 20,
+ *                             0, 0, 0, 0);
+ *             if (!pixq)  // too many colors; don't quantize
+ *                 pixq = pixClone(pixs);
+ *
+ */ +PIX * +pixFewColorsMedianCutQuantMixed(PIX *pixs, + l_int32 ncolor, + l_int32 ngray, + l_int32 maxncolors, + l_int32 darkthresh, + l_int32 lightthresh, + l_int32 diffthresh) +{ +l_int32 ncolors, iscolor; +PIX *pixg, *pixd; + + PROCNAME("pixFewColorsMedianCutQuantMixed"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (maxncolors <= 0) maxncolors = 20; + if (darkthresh <= 0) darkthresh = 20; + if (lightthresh <= 0) lightthresh = 244; + if (diffthresh <= 0) diffthresh = 15; + if (ncolor < maxncolors) { + L_WARNING("ncolor too small; setting to %d\n", procName, maxncolors); + ncolor = maxncolors; + } + if (ngray < maxncolors) { + L_WARNING("ngray too small; setting to %d\n", procName, maxncolors); + ngray = maxncolors; + } + + /* Estimate the color content and the number of colors required */ + pixColorsForQuantization(pixs, 15, &ncolors, &iscolor, 0); + + /* Note that maxncolors applies to all colors required to quantize, + * both gray and colorful */ + if (ncolors > maxncolors) + return (PIX *)ERROR_PTR("too many colors", procName, NULL); + + /* If no color, return quantized gray pix */ + if (!iscolor) { + pixg = pixConvertTo8(pixs, 0); + pixd = pixThresholdOn8bpp(pixg, ngray, 1); + pixDestroy(&pixg); + return pixd; + } + + /* Use the mixed gray/color quantizer */ + return pixMedianCutQuantMixed(pixs, ncolor, ngray, darkthresh, + lightthresh, diffthresh); +} + + + +/*------------------------------------------------------------------------* + * Median cut indexed histogram * + *------------------------------------------------------------------------*/ +/*! + * \brief pixMedianCutHisto() + * + * \param[in] pixs 32 bpp; rgb color + * \param[in] sigbits valid: 5 or 6 + * \param[in] subsample integer > 0 + * \return histo 1-d array, giving the number of pixels in each + * quantized region of color space, or NULL on error + * + * 
+ * Notes:
+ *      (1) Array is indexed by (3 * sigbits) bits.  The array size
+ *          is 2^(3 * sigbits).
+ *      (2) Indexing into the array from rgb uses red sigbits as
+ *          most significant and blue as least.
+ *
+ */ +l_int32 * +pixMedianCutHisto(PIX *pixs, + l_int32 sigbits, + l_int32 subsample) +{ +l_int32 i, j, w, h, wpl, rshift, index, histosize; +l_int32 *histo; +l_uint32 mask, pixel; +l_uint32 *data, *line; + + PROCNAME("pixMedianCutHisto"); + + if (!pixs) + return (l_int32 *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (l_int32 *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (sigbits < 5 || sigbits > 6) + return (l_int32 *)ERROR_PTR("sigbits not 5 or 6", procName, NULL); + if (subsample <= 0) + return (l_int32 *)ERROR_PTR("subsample not > 0", procName, NULL); + + histosize = 1 << (3 * sigbits); + if ((histo = (l_int32 *)LEPT_CALLOC(histosize, sizeof(l_int32))) == NULL) + return (l_int32 *)ERROR_PTR("histo not made", procName, NULL); + + rshift = 8 - sigbits; + mask = 0xff >> rshift; + pixGetDimensions(pixs, &w, &h, NULL); + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + for (i = 0; i < h; i += subsample) { + line = data + i * wpl; + for (j = 0; j < w; j += subsample) { + pixel = line[j]; + getColorIndexMedianCut(pixel, rshift, mask, sigbits, &index); + histo[index]++; + } + } + + return histo; +} + + +/*------------------------------------------------------------------------* + * Static helpers * + *------------------------------------------------------------------------*/ +/*! + * \brief pixcmapGenerateFromHisto() + * + * \param[in] pixs 32 bpp; rgb color + * \param[in] depth of colormap + * \param[in] histo + * \param[in] histosize + * \param[in] sigbits + * \return colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is used when the number of colors in the histo
+ *          is not greater than maxcolors.
+ *      (2) As a side-effect, the histo becomes an inverse colormap,
+ *          labeling the cmap indices for each existing color.
+ *
+ */ +static PIXCMAP * +pixcmapGenerateFromHisto(PIX *pixs, + l_int32 depth, + l_int32 *histo, + l_int32 histosize, + l_int32 sigbits) +{ +l_int32 i, index, shift, rval, gval, bval; +l_uint32 mask; +PIXCMAP *cmap; + + PROCNAME("pixcmapGenerateFromHisto"); + + if (!pixs) + return (PIXCMAP *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIXCMAP *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (!histo) + return (PIXCMAP *)ERROR_PTR("histo not defined", procName, NULL); + + /* Capture the rgb values of each occupied cube in the histo, + * and re-label the histo value with the colormap index. */ + cmap = pixcmapCreate(depth); + shift = 8 - sigbits; + mask = 0xff >> shift; + for (i = 0, index = 0; i < histosize; i++) { + if (histo[i]) { + rval = (i >> (2 * sigbits)) << shift; + gval = ((i >> sigbits) & mask) << shift; + bval = (i & mask) << shift; + pixcmapAddColor(cmap, rval, gval, bval); + histo[i] = index++; + } + } + + return cmap; +} + + +/*! + * \brief pixQuantizeWithColormap() + * + * \param[in] pixs 32 bpp; rgb color + * \param[in] ditherflag 1 for dither; 0 for no dither + * \param[in] outdepth depth of the returned pixd + * \param[in] cmap colormap + * \param[in] indexmap lookup table + * \param[in] mapsize size of the lookup table + * \param[in] sigbits significant bits in output + * \return pixd quantized to colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) The indexmap is a LUT that takes the rgb indices of the
+ *          pixel and returns the index into the colormap.
+ *      (2) If ditherflag is 1, %outdepth is ignored and the output
+ *          depth is set to 8.
+ *
+ */ +static PIX * +pixQuantizeWithColormap(PIX *pixs, + l_int32 ditherflag, + l_int32 outdepth, + PIXCMAP *cmap, + l_int32 *indexmap, + l_int32 mapsize, + l_int32 sigbits) +{ +l_uint8 *bufu8r, *bufu8g, *bufu8b; +l_int32 i, j, w, h, wpls, wpld, rshift, index, cmapindex, success; +l_int32 rval, gval, bval, rc, gc, bc; +l_int32 dif, val1, val2, val3; +l_int32 *buf1r, *buf1g, *buf1b, *buf2r, *buf2g, *buf2b; +l_uint32 *datas, *datad, *lines, *lined; +l_uint32 mask, pixel; +PIX *pixd; + + PROCNAME("pixQuantizeWithColormap"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (!cmap) + return (PIX *)ERROR_PTR("cmap not defined", procName, NULL); + if (!indexmap) + return (PIX *)ERROR_PTR("indexmap not defined", procName, NULL); + if (ditherflag) + outdepth = 8; + + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreate(w, h, outdepth); + pixSetColormap(pixd, cmap); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + + rshift = 8 - sigbits; + mask = 0xff >> rshift; + if (ditherflag == 0) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + if (outdepth == 1) { + for (j = 0; j < w; j++) { + pixel = lines[j]; + getColorIndexMedianCut(pixel, rshift, mask, + sigbits, &index); + if (indexmap[index]) + SET_DATA_BIT(lined, j); + } + } else if (outdepth == 2) { + for (j = 0; j < w; j++) { + pixel = lines[j]; + getColorIndexMedianCut(pixel, rshift, mask, + sigbits, &index); + SET_DATA_DIBIT(lined, j, indexmap[index]); + } + } else if (outdepth == 4) { + for (j = 0; j < w; j++) { + pixel = lines[j]; + getColorIndexMedianCut(pixel, rshift, mask, + sigbits, &index); + SET_DATA_QBIT(lined, j, indexmap[index]); + } + } else { /* outdepth == 8 */ + for (j = 0; j < w; j++) { + pixel = lines[j]; + getColorIndexMedianCut(pixel, rshift, mask, + sigbits, &index); + SET_DATA_BYTE(lined, j, indexmap[index]); + } + } + } + } else { /* ditherflag == 1 */ + success = TRUE; + bufu8r = bufu8g = bufu8b = NULL; + buf1r = buf1g = buf1b = buf2r = buf2g = buf2b = NULL; + bufu8r = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + bufu8g = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + bufu8b = (l_uint8 *)LEPT_CALLOC(w, sizeof(l_uint8)); + buf1r = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf1g = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf1b = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2r = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2g = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + buf2b = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + if (!bufu8r || !bufu8g || !bufu8b || !buf1r || !buf1g || + !buf1b || !buf2r || !buf2g || !buf2b) { + L_ERROR("buffer not made\n", procName); + success = FALSE; + goto buffer_cleanup; + } + + /* Start by priming buf2; line 1 is above line 2 */ + pixGetRGBLine(pixs, 0, bufu8r, bufu8g, bufu8b); + for (j = 0; j < w; j++) { + buf2r[j] = 64 * bufu8r[j]; + buf2g[j] = 64 * bufu8g[j]; + buf2b[j] = 64 * bufu8b[j]; + } + + for (i = 0; i < h - 1; i++) { + /* Swap data 2 --> 1, and read in new line 2 */ + memcpy(buf1r, buf2r, 4 * w); + memcpy(buf1g, buf2g, 4 * w); + memcpy(buf1b, buf2b, 4 * w); + pixGetRGBLine(pixs, i + 1, bufu8r, bufu8g, bufu8b); + for (j = 0; j < w; j++) { + buf2r[j] = 64 * bufu8r[j]; + buf2g[j] = 64 * bufu8g[j]; + buf2b[j] = 64 * bufu8b[j]; + } + + /* Dither */ + lined = datad + i * wpld; + for (j = 0; j < w - 1; j++) { + rval = buf1r[j] / 64; + gval = buf1g[j] / 64; + bval = buf1b[j] / 64; + index = ((rval >> rshift) << (2 * sigbits)) + + ((gval >> rshift) << sigbits) + (bval >> rshift); + cmapindex = indexmap[index]; + SET_DATA_BYTE(lined, j, cmapindex); + pixcmapGetColor(cmap, cmapindex, &rc, &gc, &bc); + + dif = buf1r[j] / 8 - 8 * rc; + if (dif > DifCap) dif = DifCap; + if (dif < -DifCap) dif = -DifCap; + if (dif != 0) { + val1 = buf1r[j + 1] + 3 * dif; + val2 = buf2r[j] + 3 * dif; + val3 = buf2r[j + 1] + 2 * dif; + if (dif > 0) { + buf1r[j + 1] = L_MIN(16383, val1); + buf2r[j] = L_MIN(16383, val2); + buf2r[j + 1] = L_MIN(16383, val3); + } else { + buf1r[j + 1] = L_MAX(0, val1); + buf2r[j] = L_MAX(0, val2); + buf2r[j + 1] = L_MAX(0, val3); + } + } + + dif = buf1g[j] / 8 - 8 * gc; + if (dif > DifCap) dif = DifCap; + if (dif < -DifCap) dif = -DifCap; + if (dif != 0) { + val1 = buf1g[j + 1] + 3 * dif; + val2 = buf2g[j] + 3 * dif; + val3 = buf2g[j + 1] + 2 * dif; + if (dif > 0) { + buf1g[j + 1] = L_MIN(16383, val1); + buf2g[j] = L_MIN(16383, val2); + buf2g[j + 1] = L_MIN(16383, val3); + } else { + buf1g[j + 1] = L_MAX(0, val1); + buf2g[j] = L_MAX(0, val2); + buf2g[j + 1] = L_MAX(0, val3); + } + } + + dif = buf1b[j] / 8 - 8 * bc; + if (dif > DifCap) dif = DifCap; + if (dif < -DifCap) dif = -DifCap; + if (dif != 0) { + val1 = buf1b[j + 1] + 3 * dif; + val2 = buf2b[j] + 3 * dif; + val3 = buf2b[j + 1] + 2 * dif; + if (dif > 0) { + buf1b[j + 1] = L_MIN(16383, val1); + buf2b[j] = L_MIN(16383, val2); + buf2b[j + 1] = L_MIN(16383, val3); + } else { + buf1b[j + 1] = L_MAX(0, val1); + buf2b[j] = L_MAX(0, val2); + buf2b[j + 1] = L_MAX(0, val3); + } + } + } + + /* Get last pixel in row; no downward propagation */ + rval = buf1r[w - 1] / 64; + gval = buf1g[w - 1] / 64; + bval = buf1b[w - 1] / 64; + index = ((rval >> rshift) << (2 * sigbits)) + + ((gval >> rshift) << sigbits) + (bval >> rshift); + SET_DATA_BYTE(lined, w - 1, indexmap[index]); + } + + /* Get last row of pixels; no leftward propagation */ + lined = datad + (h - 1) * wpld; + for (j = 0; j < w; j++) { + rval = buf2r[j] / 64; + gval = buf2g[j] / 64; + bval = buf2b[j] / 64; + index = ((rval >> rshift) << (2 * sigbits)) + + ((gval >> rshift) << sigbits) + (bval >> rshift); + SET_DATA_BYTE(lined, j, indexmap[index]); + } + +buffer_cleanup: + LEPT_FREE(bufu8r); + LEPT_FREE(bufu8g); + LEPT_FREE(bufu8b); + LEPT_FREE(buf1r); + LEPT_FREE(buf1g); + LEPT_FREE(buf1b); + LEPT_FREE(buf2r); + LEPT_FREE(buf2g); + LEPT_FREE(buf2b); + if (!success) pixDestroy(&pixd); + } + + return pixd; +} + + +/*! + * \brief getColorIndexMedianCut() + * + * \param[in] pixel 32 bit rgb + * \param[in] rshift of component: 8 - sigbits + * \param[in] mask over sigbits + * \param[in] sigbits + * \param[out] pindex rgb index value + * \return void + * + * 
+ * Notes:
+ *      (1) This is used on each pixel in the source image.  No checking
+ *          is done on input values.
+ *
+ */ +static void +getColorIndexMedianCut(l_uint32 pixel, + l_int32 rshift, + l_uint32 mask, + l_int32 sigbits, + l_int32 *pindex) +{ +l_int32 rval, gval, bval; + + rval = pixel >> (24 + rshift); + gval = (pixel >> (16 + rshift)) & mask; + bval = (pixel >> (8 + rshift)) & mask; + *pindex = (rval << (2 * sigbits)) + (gval << sigbits) + bval; + return; +} + + +/*! + * \brief pixGetColorRegion() + * + * \param[in] pixs 32 bpp; rgb color + * \param[in] sigbits valid: 5, 6 + * \param[in] subsample integer > 0 + * \return vbox minimum 3D box in color space enclosing all pixels, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) Computes the minimum 3D box in color space enclosing all
+ *          pixels in the image.
+ *
+ */ +static L_BOX3D * +pixGetColorRegion(PIX *pixs, + l_int32 sigbits, + l_int32 subsample) +{ +l_int32 rmin, rmax, gmin, gmax, bmin, bmax, rval, gval, bval; +l_int32 w, h, wpl, i, j, rshift; +l_uint32 mask, pixel; +l_uint32 *data, *line; + + PROCNAME("pixGetColorRegion"); + + if (!pixs) + return (L_BOX3D *)ERROR_PTR("pixs not defined", procName, NULL); + + rmin = gmin = bmin = 1000000; + rmax = gmax = bmax = 0; + rshift = 8 - sigbits; + mask = 0xff >> rshift; + pixGetDimensions(pixs, &w, &h, NULL); + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + for (i = 0; i < h; i += subsample) { + line = data + i * wpl; + for (j = 0; j < w; j += subsample) { + pixel = line[j]; + rval = pixel >> (24 + rshift); + gval = (pixel >> (16 + rshift)) & mask; + bval = (pixel >> (8 + rshift)) & mask; + if (rval < rmin) + rmin = rval; + else if (rval > rmax) + rmax = rval; + if (gval < gmin) + gmin = gval; + else if (gval > gmax) + gmax = gval; + if (bval < bmin) + bmin = bval; + else if (bval > bmax) + bmax = bval; + } + } + + return box3dCreate(rmin, rmax, gmin, gmax, bmin, bmax); +} + + +/*! + * \brief medianCutApply() + * + * \param[in] histo array; in rgb colorspace + * \param[in] sigbits + * \param[in] vbox input 3D box + * \param[out] pvbox1, pvbox2 vbox split in two parts + * \return 0 if OK, 1 on error + */ +static l_int32 +medianCutApply(l_int32 *histo, + l_int32 sigbits, + L_BOX3D *vbox, + L_BOX3D **pvbox1, + L_BOX3D **pvbox2) +{ +l_int32 i, j, k, sum, rw, gw, bw, maxw, index; +l_int32 total, left, right; +l_int32 partialsum[128]; +L_BOX3D *vbox1, *vbox2; + + PROCNAME("medianCutApply"); + + if (pvbox1) *pvbox1 = NULL; + if (pvbox2) *pvbox2 = NULL; + if (!histo) + return ERROR_INT("histo not defined", procName, 1); + if (!vbox) + return ERROR_INT("vbox not defined", procName, 1); + if (!pvbox1 || !pvbox2) + return ERROR_INT("&vbox1 and &vbox2 not both defined", procName, 1); + + if (vboxGetCount(vbox, histo, sigbits) == 0) + return ERROR_INT("no pixels in vbox", procName, 1); + + /* If the vbox occupies just one element in color space, it can't + * be split. Leave the 'sortparam' field at 0, so that it goes to + * the tail of the priority queue and stays there, thereby avoiding + * an infinite loop (take off, put back on the head) if it + * happens to be the most populous box! */ + rw = vbox->r2 - vbox->r1 + 1; + gw = vbox->g2 - vbox->g1 + 1; + bw = vbox->b2 - vbox->b1 + 1; + if (rw == 1 && gw == 1 && bw == 1) { + *pvbox1 = box3dCopy(vbox); + return 0; + } + + /* Select the longest axis for splitting */ + maxw = L_MAX(rw, gw); + maxw = L_MAX(maxw, bw); +#if DEBUG_SPLIT_AXES + if (rw == maxw) + fprintf(stderr, "red split\n"); + else if (gw == maxw) + fprintf(stderr, "green split\n"); + else + fprintf(stderr, "blue split\n"); +#endif /* DEBUG_SPLIT_AXES */ + + /* Find the partial sum arrays along the selected axis. */ + total = 0; + if (maxw == rw) { + for (i = vbox->r1; i <= vbox->r2; i++) { + sum = 0; + for (j = vbox->g1; j <= vbox->g2; j++) { + for (k = vbox->b1; k <= vbox->b2; k++) { + index = (i << (2 * sigbits)) + (j << sigbits) + k; + sum += histo[index]; + } + } + total += sum; + partialsum[i] = total; + } + } else if (maxw == gw) { + for (i = vbox->g1; i <= vbox->g2; i++) { + sum = 0; + for (j = vbox->r1; j <= vbox->r2; j++) { + for (k = vbox->b1; k <= vbox->b2; k++) { + index = (i << sigbits) + (j << (2 * sigbits)) + k; + sum += histo[index]; + } + } + total += sum; + partialsum[i] = total; + } + } else { /* maxw == bw */ + for (i = vbox->b1; i <= vbox->b2; i++) { + sum = 0; + for (j = vbox->r1; j <= vbox->r2; j++) { + for (k = vbox->g1; k <= vbox->g2; k++) { + index = i + (j << (2 * sigbits)) + (k << sigbits); + sum += histo[index]; + } + } + total += sum; + partialsum[i] = total; + } + } + + /* Determine the cut planes, making sure that two vboxes + * are always produced. Generate the two vboxes and compute + * the sum in each of them. Choose the cut plane within + * the greater of the (left, right) sides of the bin in which + * the median pixel resides. Here's the surprise: go halfway + * into that side. By doing that, you technically move away + * from "median cut," but in the process a significant number + * of low-count vboxes are produced, allowing much better + * reproduction of low-count spot colors. */ + vbox1 = vbox2 = NULL; + if (maxw == rw) { + for (i = vbox->r1; i <= vbox->r2; i++) { + if (partialsum[i] > total / 2) { + vbox1 = box3dCopy(vbox); + vbox2 = box3dCopy(vbox); + left = i - vbox->r1; + right = vbox->r2 - i; + if (left <= right) + vbox1->r2 = L_MIN(vbox->r2 - 1, i + right / 2); + else /* left > right */ + vbox1->r2 = L_MAX(vbox->r1, i - 1 - left / 2); + vbox2->r1 = vbox1->r2 + 1; + break; + } + } + } else if (maxw == gw) { + for (i = vbox->g1; i <= vbox->g2; i++) { + if (partialsum[i] > total / 2) { + vbox1 = box3dCopy(vbox); + vbox2 = box3dCopy(vbox); + left = i - vbox->g1; + right = vbox->g2 - i; + if (left <= right) + vbox1->g2 = L_MIN(vbox->g2 - 1, i + right / 2); + else /* left > right */ + vbox1->g2 = L_MAX(vbox->g1, i - 1 - left / 2); + vbox2->g1 = vbox1->g2 + 1; + break; + } + } + } else { /* maxw == bw */ + for (i = vbox->b1; i <= vbox->b2; i++) { + if (partialsum[i] > total / 2) { + vbox1 = box3dCopy(vbox); + vbox2 = box3dCopy(vbox); + left = i - vbox->b1; + right = vbox->b2 - i; + if (left <= right) + vbox1->b2 = L_MIN(vbox->b2 - 1, i + right / 2); + else /* left > right */ + vbox1->b2 = L_MAX(vbox->b1, i - 1 - left / 2); + vbox2->b1 = vbox1->b2 + 1; + break; + } + } + } + *pvbox1 = vbox1; + *pvbox2 = vbox2; + if (!vbox1) + return ERROR_INT("vbox1 not made; shouldn't happen", procName, 1); + if (!vbox2) + return ERROR_INT("vbox2 not made; shouldn't happen", procName, 1); + vbox1->npix = vboxGetCount(vbox1, histo, sigbits); + vbox2->npix = vboxGetCount(vbox2, histo, sigbits); + vbox1->vol = vboxGetVolume(vbox1); + vbox2->vol = vboxGetVolume(vbox2); + + return 0; +} + + +/*! + * \brief pixcmapGenerateFromMedianCuts() + * + * \param[in] lh priority queue of pointers to vboxes + * \param[in] histo + * \param[in] sigbits valid: 5 or 6 + * \return cmap, or NULL on error + * + * 
+ * Notes:
+ *      (1) Each vbox in the heap represents a color in the colormap.
+ *      (2) As a side-effect, the histo becomes an inverse colormap,
+ *          where the part of the array correpsonding to each vbox
+ *          is labeled with the cmap index for that vbox.  Then
+ *          for each rgb pixel, the colormap index is found directly
+ *          by mapping the rgb value to the histo array index.
+ *
+ */ +static PIXCMAP * +pixcmapGenerateFromMedianCuts(L_HEAP *lh, + l_int32 *histo, + l_int32 sigbits) +{ +l_int32 index, rval, gval, bval; +L_BOX3D *vbox; +PIXCMAP *cmap; + + PROCNAME("pixcmapGenerateFromMedianCuts"); + + if (!lh) + return (PIXCMAP *)ERROR_PTR("lh not defined", procName, NULL); + if (!histo) + return (PIXCMAP *)ERROR_PTR("histo not defined", procName, NULL); + + rval = gval = bval = 0; /* make compiler happy */ + cmap = pixcmapCreate(8); + index = 0; + while (lheapGetCount(lh) > 0) { + vbox = (L_BOX3D *)lheapRemove(lh); + vboxGetAverageColor(vbox, histo, sigbits, index, &rval, &gval, &bval); + pixcmapAddColor(cmap, rval, gval, bval); + LEPT_FREE(vbox); + index++; + } + + return cmap; +} + + +/*! + * \brief vboxGetAverageColor() + * + * \param[in] vbox 3d region of color space for one quantized color + * \param[in] histo + * \param[in] sigbits valid: 5 or 6 + * \param[in] index if >= 0, assign to all colors in histo in this vbox + * \param[out] prval, pgval, pbval average color + * \return cmap, or NULL on error + * + * 
+ * Notes:
+ *      (1) The vbox represents one color in the colormap.
+ *      (2) If index >= 0, as a side-effect, all array elements in
+ *          the histo corresponding to the vbox are labeled with this
+ *          cmap index for that vbox.  Otherwise, the histo array
+ *          is not changed.
+ *      (3) The vbox is quantized in sigbits.  So the actual 8-bit color
+ *          components are found by multiplying the quantized value
+ *          by either 4 or 8.  We must add 0.5 to the quantized index
+ *          before multiplying to get the approximate 8-bit color in
+ *          the center of the vbox; otherwise we get values on
+ *          the lower corner.
+ *
+ */ +static l_int32 +vboxGetAverageColor(L_BOX3D *vbox, + l_int32 *histo, + l_int32 sigbits, + l_int32 index, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +l_int32 i, j, k, ntot, mult, histoindex, rsum, gsum, bsum; + + PROCNAME("vboxGetAverageColor"); + + if (!vbox) + return ERROR_INT("vbox not defined", procName, 1); + if (!histo) + return ERROR_INT("histo not defined", procName, 1); + if (!prval || !pgval || !pbval) + return ERROR_INT("&p*val not all defined", procName, 1); + + *prval = *pgval = *pbval = 0; + ntot = 0; + mult = 1 << (8 - sigbits); + rsum = gsum = bsum = 0; + for (i = vbox->r1; i <= vbox->r2; i++) { + for (j = vbox->g1; j <= vbox->g2; j++) { + for (k = vbox->b1; k <= vbox->b2; k++) { + histoindex = (i << (2 * sigbits)) + (j << sigbits) + k; + ntot += histo[histoindex]; + rsum += (l_int32)(histo[histoindex] * (i + 0.5) * mult); + gsum += (l_int32)(histo[histoindex] * (j + 0.5) * mult); + bsum += (l_int32)(histo[histoindex] * (k + 0.5) * mult); + if (index >= 0) + histo[histoindex] = index; + } + } + } + + if (ntot == 0) { + *prval = mult * (vbox->r1 + vbox->r2 + 1) / 2; + *pgval = mult * (vbox->g1 + vbox->g2 + 1) / 2; + *pbval = mult * (vbox->b1 + vbox->b2 + 1) / 2; + } else { + *prval = rsum / ntot; + *pgval = gsum / ntot; + *pbval = bsum / ntot; + } + +#if DEBUG_MC_COLORS + fprintf(stderr, "ntot[%d] = %d: [%d, %d, %d], (%d, %d, %d)\n", + index, ntot, vbox->r2 - vbox->r1 + 1, + vbox->g2 - vbox->g1 + 1, vbox->b2 - vbox->b1 + 1, + *prval, *pgval, *pbval); +#endif /* DEBUG_MC_COLORS */ + + return 0; +} + + +/*! + * \brief vboxGetCount() + * + * \param[in] vbox 3d region of color space for one quantized color + * \param[in] histo + * \param[in] sigbits valid: 5 or 6 + * \return number of image pixels in this region, or 0 on error + */ +static l_int32 +vboxGetCount(L_BOX3D *vbox, + l_int32 *histo, + l_int32 sigbits) +{ +l_int32 i, j, k, npix, index; + + PROCNAME("vboxGetCount"); + + if (!vbox) + return ERROR_INT("vbox not defined", procName, 0); + if (!histo) + return ERROR_INT("histo not defined", procName, 0); + + npix = 0; + for (i = vbox->r1; i <= vbox->r2; i++) { + for (j = vbox->g1; j <= vbox->g2; j++) { + for (k = vbox->b1; k <= vbox->b2; k++) { + index = (i << (2 * sigbits)) + (j << sigbits) + k; + npix += histo[index]; + } + } + } + + return npix; +} + + +/*! + * \brief vboxGetVolume() + * + * \param[in] vbox 3d region of color space for one quantized color + * \return quantized volume of vbox, or 0 on error + */ +static l_int32 +vboxGetVolume(L_BOX3D *vbox) +{ + PROCNAME("vboxGetVolume"); + + if (!vbox) + return ERROR_INT("vbox not defined", procName, 0); + + return ((vbox->r2 - vbox->r1 + 1) * (vbox->g2 - vbox->g1 + 1) * + (vbox->b2 - vbox->b1 + 1)); +} + +/*! + * \brief box3dCreate() + * + * \param[in] r1, r2, g1, g2, b1, b2 initial values + * \return vbox + */ +static L_BOX3D * +box3dCreate(l_int32 r1, + l_int32 r2, + l_int32 g1, + l_int32 g2, + l_int32 b1, + l_int32 b2) +{ +L_BOX3D *vbox; + + vbox = (L_BOX3D *)LEPT_CALLOC(1, sizeof(L_BOX3D)); + vbox->r1 = r1; + vbox->r2 = r2; + vbox->g1 = g1; + vbox->g2 = g2; + vbox->b1 = b1; + vbox->b2 = b2; + return vbox; +} + + +/*! + * \brief box3dCopy() + * + * \param[in] vbox + * \return vboxc copy of vbox + * + * 
+ * Notes:
+ *      Don't copy the sortparam.
+ *
+ */ +static L_BOX3D * +box3dCopy(L_BOX3D *vbox) +{ +L_BOX3D *vboxc; + + PROCNAME("box3dCopy"); + + if (!vbox) + return (L_BOX3D *)ERROR_PTR("vbox not defined", procName, NULL); + + vboxc = box3dCreate(vbox->r1, vbox->r2, vbox->g1, vbox->g2, + vbox->b1, vbox->b2); + vboxc->npix = vbox->npix; + vboxc->vol = vbox->vol; + return vboxc; +} diff --git a/3rdparty/hgOCR/leptonica/colorseg.c b/3rdparty/hgOCR/leptonica/colorseg.c new file mode 100644 index 00000000..f7372d23 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/colorseg.c @@ -0,0 +1,654 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file colorseg.c + * 
+ *
+ *    Unsupervised color segmentation
+ *
+ *               PIX     *pixColorSegment()
+ *               PIX     *pixColorSegmentCluster()
+ *       static  l_int32  pixColorSegmentTryCluster()
+ *               l_int32  pixAssignToNearestColor()
+ *               l_int32  pixColorSegmentClean()
+ *               l_int32  pixColorSegmentRemoveColors()
+ *
+ */ + +#include "allheaders.h" + + /* Maximum allowed iterations in Phase 1. */ +static const l_int32 MAX_ALLOWED_ITERATIONS = 20; + + /* Factor by which max dist is increased on each iteration */ +static const l_float32 DIST_EXPAND_FACT = 1.3; + + /* Octcube division level for computing nearest colormap color using LUT. + * Using 4 should suffice for up to 50 - 100 colors, and it is + * very fast. Using 5 takes 8 times as long to set up the LUT + * for little perceptual gain, even with 100 colors. */ +static const l_int32 LEVEL_IN_OCTCUBE = 4; + + +static l_int32 pixColorSegmentTryCluster(PIX *pixd, PIX *pixs, + l_int32 maxdist, l_int32 maxcolors, + l_int32 debugflag); + +/*------------------------------------------------------------------* + * Unsupervised color segmentation * + *------------------------------------------------------------------*/ +/*! + * \brief pixColorSegment() + * + * \param[in] pixs 32 bpp; 24-bit color + * \param[in] maxdist max euclidean dist to existing cluster + * \param[in] maxcolors max number of colors allowed in first pass + * \param[in] selsize linear size of sel for closing to remove noise + * \param[in] finalcolors max number of final colors allowed after 4th pass + * \param[in] debugflag 1 for debug output; 0 otherwise + * \return pixd 8 bit with colormap, or NULL on error + * + * 
+ *  Color segmentation proceeds in four phases:
+ *
+ *  Phase 1:  pixColorSegmentCluster()
+ *  The image is traversed in raster order.  Each pixel either
+ *  becomes the representative for a new cluster or is assigned to an
+ *  existing cluster.  Assignment is greedy.  The data is stored in
+ *  a colormapped image.  Three auxiliary arrays are used to hold
+ *  the colors of the representative pixels, for fast lookup.
+ *  The average color in each cluster is computed.
+ *
+ *  Phase 2.  pixAssignToNearestColor()
+ *  A second non-greedy clustering pass is performed, where each pixel
+ *  is assigned to the nearest cluster average.  We also keep track
+ *  of how many pixels are assigned to each cluster.
+ *
+ *  Phase 3.  pixColorSegmentClean()
+ *  For each cluster, starting with the largest, do a morphological
+ *  closing to eliminate small components within larger ones.
+ *
+ *  Phase 4.  pixColorSegmentRemoveColors()
+ *  Eliminate all colors except the most populated 'finalcolors'.
+ *  Then remove unused colors from the colormap, and reassign those
+ *  pixels to the nearest remaining cluster, using the original pixel values.
+ *
+ * Notes:
+ *      (1) The goal is to generate a small number of colors.
+ *          Typically this would be specified by 'finalcolors',
+ *          a number that would be somewhere between 3 and 6.
+ *          The parameter 'maxcolors' specifies the maximum number of
+ *          colors generated in the first phase.  This should be
+ *          larger than finalcolors, perhaps twice as large.
+ *          If more than 'maxcolors' are generated in the first phase
+ *          using the input 'maxdist', the distance is repeatedly
+ *          increased by a multiplicative factor until the condition
+ *          is satisfied.  The implicit relation between 'maxdist'
+ *          and 'maxcolors' is thus adjusted programmatically.
+ *      (2) As a very rough guideline, given a target value of 'finalcolors',
+ *          here are approximate values of 'maxdist' and 'maxcolors'
+ *          to start with:
+ *
+ *               finalcolors    maxcolors    maxdist
+ *               -----------    ---------    -------
+ *                   3             6          100
+ *                   4             8           90
+ *                   5            10           75
+ *                   6            12           60
+ *
+ *          For a given number of finalcolors, if you use too many
+ *          maxcolors, the result will be noisy.  If you use too few,
+ *          the result will be a relatively poor assignment of colors.
+ *
+ */ +PIX * +pixColorSegment(PIX *pixs, + l_int32 maxdist, + l_int32 maxcolors, + l_int32 selsize, + l_int32 finalcolors, + l_int32 debugflag) +{ +l_int32 *countarray; +PIX *pixd; + + PROCNAME("pixColorSegment"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("must be rgb color", procName, NULL); + + /* Phase 1; original segmentation */ + pixd = pixColorSegmentCluster(pixs, maxdist, maxcolors, debugflag); + if (!pixd) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + if (debugflag) { + lept_mkdir("lept/segment"); + pixWriteDebug("/tmp/lept/segment/colorseg1.png", pixd, IFF_PNG); + } + + /* Phase 2; refinement in pixel assignment */ + if ((countarray = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32))) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("countarray not made", procName, NULL); + } + pixAssignToNearestColor(pixd, pixs, NULL, LEVEL_IN_OCTCUBE, countarray); + if (debugflag) + pixWriteDebug("/tmp/lept/segment/colorseg2.png", pixd, IFF_PNG); + + /* Phase 3: noise removal by separately closing each color */ + pixColorSegmentClean(pixd, selsize, countarray); + LEPT_FREE(countarray); + if (debugflag) + pixWriteDebug("/tmp/lept/segment/colorseg3.png", pixd, IFF_PNG); + + /* Phase 4: removal of colors with small population and + * reassignment of pixels to remaining colors */ + pixColorSegmentRemoveColors(pixd, pixs, finalcolors); + return pixd; +} + + +/*! + * \brief pixColorSegmentCluster() + * + * \param[in] pixs 32 bpp; 24-bit color + * \param[in] maxdist max euclidean dist to existing cluster + * \param[in] maxcolors max number of colors allowed in first pass + * \param[in] debugflag 1 for debug output; 0 otherwise + * \return pixd 8 bit with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is phase 1.  See description in pixColorSegment().
+ *      (2) Greedy unsupervised classification.  If the limit 'maxcolors'
+ *          is exceeded, the computation is repeated with a larger
+ *          allowed cluster size.
+ *      (3) On each successive iteration, 'maxdist' is increased by a
+ *          constant factor.  See comments in pixColorSegment() for
+ *          a guideline on parameter selection.
+ *          Note that the diagonal of the 8-bit rgb color cube is about
+ *          440, so for 'maxdist' = 440, you are guaranteed to get 1 color!
+ *
+ */ +PIX * +pixColorSegmentCluster(PIX *pixs, + l_int32 maxdist, + l_int32 maxcolors, + l_int32 debugflag) +{ +l_int32 w, h, newmaxdist, ret, niters, ncolors, success; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixColorSegmentCluster"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("must be rgb color", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + if ((pixd = pixCreate(w, h, 8)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + cmap = pixcmapCreate(8); + pixSetColormap(pixd, cmap); + pixCopyResolution(pixd, pixs); + + newmaxdist = maxdist; + niters = 0; + success = TRUE; + while (1) { + ret = pixColorSegmentTryCluster(pixd, pixs, newmaxdist, + maxcolors, debugflag); + niters++; + if (!ret) { + ncolors = pixcmapGetCount(cmap); + if (debugflag) + L_INFO("Success with %d colors after %d iters\n", procName, + ncolors, niters); + break; + } + if (niters == MAX_ALLOWED_ITERATIONS) { + L_WARNING("too many iters; newmaxdist = %d\n", + procName, newmaxdist); + success = FALSE; + break; + } + newmaxdist = (l_int32)(DIST_EXPAND_FACT * (l_float32)newmaxdist); + } + + if (!success) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("failure in phase 1", procName, NULL); + } + + return pixd; +} + + +/*! + * \brief pixColorSegmentTryCluster() + * + * \param[in] pixd + * \param[in] pixs + * \param[in] maxdist + * \param[in] maxcolors + * \param[in] debugflag 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      This function should only be called from pixColorSegCluster()
+ *
+ */ +static l_int32 +pixColorSegmentTryCluster(PIX *pixd, + PIX *pixs, + l_int32 maxdist, + l_int32 maxcolors, + l_int32 debugflag) +{ +l_int32 rmap[256], gmap[256], bmap[256]; +l_int32 w, h, wpls, wpld, i, j, k, found, ret, index, ncolors; +l_int32 rval, gval, bval, dist2, maxdist2; +l_int32 countarray[256]; +l_int32 rsum[256], gsum[256], bsum[256]; +l_uint32 *ppixel; +l_uint32 *datas, *datad, *lines, *lined; +PIXCMAP *cmap; + + PROCNAME("pixColorSegmentTryCluster"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!pixd) + return ERROR_INT("pixd not defined", procName, 1); + + w = pixGetWidth(pixs); + h = pixGetHeight(pixs); + maxdist2 = maxdist * maxdist; + cmap = pixGetColormap(pixd); + pixcmapClear(cmap); + for (k = 0; k < 256; k++) { + rsum[k] = gsum[k] = bsum[k] = 0; + rmap[k] = gmap[k] = bmap[k] = 0; + } + + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + ncolors = 0; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + ppixel = lines + j; + rval = GET_DATA_BYTE(ppixel, COLOR_RED); + gval = GET_DATA_BYTE(ppixel, COLOR_GREEN); + bval = GET_DATA_BYTE(ppixel, COLOR_BLUE); + ncolors = pixcmapGetCount(cmap); + found = FALSE; + for (k = 0; k < ncolors; k++) { + dist2 = (rval - rmap[k]) * (rval - rmap[k]) + + (gval - gmap[k]) * (gval - gmap[k]) + + (bval - bmap[k]) * (bval - bmap[k]); + if (dist2 <= maxdist2) { /* take it; greedy */ + found = TRUE; + SET_DATA_BYTE(lined, j, k); + countarray[k]++; + rsum[k] += rval; + gsum[k] += gval; + bsum[k] += bval; + break; + } + } + if (!found) { /* Add a new color */ + ret = pixcmapAddNewColor(cmap, rval, gval, bval, &index); +/* fprintf(stderr, + "index = %d, (i,j) = (%d,%d), rgb = (%d, %d, %d)\n", + index, i, j, rval, gval, bval); */ + if (ret == 0 && index < maxcolors) { + countarray[index] = 1; + SET_DATA_BYTE(lined, j, index); + rmap[index] = rval; + gmap[index] = gval; + bmap[index] = bval; + rsum[index] = rval; + gsum[index] = gval; + bsum[index] = bval; + } else { + if (debugflag) { + L_INFO("maxcolors exceeded for maxdist = %d\n", + procName, maxdist); + } + return 1; + } + } + } + } + + /* Replace the colors in the colormap by the averages */ + for (k = 0; k < ncolors; k++) { + rval = rsum[k] / countarray[k]; + gval = gsum[k] / countarray[k]; + bval = bsum[k] / countarray[k]; + pixcmapResetColor(cmap, k, rval, gval, bval); + } + + return 0; +} + + +/*! + * \brief pixAssignToNearestColor() + * + * \param[in] pixd 8 bpp, colormapped + * \param[in] pixs 32 bpp; 24-bit color + * \param[in] pixm [optional] 1 bpp + * \param[in] level of octcube used for finding nearest color in cmap + * \param[in] countarray [optional] ptr to array, in which we can store + * the number of pixels found in each color in + * the colormap in pixd + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is used in phase 2 of color segmentation, where pixs
+ *          is the original input image to pixColorSegment(), and
+ *          pixd is the colormapped image returned from
+ *          pixColorSegmentCluster().  It is also used, with a mask,
+ *          in phase 4.
+ *      (2) This is an in-place operation.
+ *      (3) The colormap in pixd is unchanged.
+ *      (4) pixs and pixd must be the same size (w, h).
+ *      (5) The selection mask pixm can be null.  If it exists, it must
+ *          be the same size as pixs and pixd, and only pixels
+ *          corresponding to fg in pixm are assigned.  Set to
+ *          NULL if all pixels in pixd are to be assigned.
+ *      (6) The countarray can be null.  If it exists, it is pre-allocated
+ *          and of a size at least equal to the size of the colormap in pixd.
+ *      (7) This does a best-fit (non-greedy) assignment of pixels to
+ *          existing clusters.  Specifically, it assigns each pixel
+ *          in pixd to the color index in the pixd colormap that has a
+ *          color closest to the corresponding rgb pixel in pixs.
+ *      (8) 'level' is the octcube level used to quickly find the nearest
+ *          color in the colormap for each pixel.  For color segmentation,
+ *          this parameter is set to LEVEL_IN_OCTCUBE.
+ *      (9) We build a mapping table from octcube to colormap index so
+ *          that this function can run in a time (otherwise) independent
+ *          of the number of colors in the colormap.  This avoids a
+ *          brute-force search for the closest colormap color to each
+ *          pixel in the image.
+ *
+ */ +l_ok +pixAssignToNearestColor(PIX *pixd, + PIX *pixs, + PIX *pixm, + l_int32 level, + l_int32 *countarray) +{ +l_int32 w, h, wpls, wpld, wplm, i, j, success; +l_int32 rval, gval, bval, index; +l_int32 *cmaptab; +l_uint32 octindex; +l_uint32 *rtab, *gtab, *btab; +l_uint32 *ppixel; +l_uint32 *datas, *datad, *datam, *lines, *lined, *linem; +PIXCMAP *cmap; + + PROCNAME("pixAssignToNearestColor"); + + if (!pixd) + return ERROR_INT("pixd not defined", procName, 1); + if ((cmap = pixGetColormap(pixd)) == NULL) + return ERROR_INT("cmap not found", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not 32 bpp", procName, 1); + if (level < 1 || level > 6) + return ERROR_INT("level not in [1 ... 6]", procName, 1); + + /* Set up the tables to map rgb to the nearest colormap index */ + success = TRUE; + makeRGBToIndexTables(level, &rtab, >ab, &btab); + cmaptab = pixcmapToOctcubeLUT(cmap, level, L_MANHATTAN_DISTANCE); + if (!rtab || !gtab || !btab || !cmaptab) { + L_ERROR("failure to make a table\n", procName); + success = FALSE; + goto cleanup_arrays; + } + + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + if (pixm) { + datam = pixGetData(pixm); + wplm = pixGetWpl(pixm); + } + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + if (pixm) + linem = datam + i * wplm; + for (j = 0; j < w; j++) { + if (pixm) { + if (!GET_DATA_BIT(linem, j)) + continue; + } + ppixel = lines + j; + rval = GET_DATA_BYTE(ppixel, COLOR_RED); + gval = GET_DATA_BYTE(ppixel, COLOR_GREEN); + bval = GET_DATA_BYTE(ppixel, COLOR_BLUE); + /* Map from rgb to octcube index */ + getOctcubeIndexFromRGB(rval, gval, bval, rtab, gtab, btab, + &octindex); + /* Map from octcube index to nearest colormap index */ + index = cmaptab[octindex]; + if (countarray) + countarray[index]++; + SET_DATA_BYTE(lined, j, index); + } + } + +cleanup_arrays: + LEPT_FREE(cmaptab); + LEPT_FREE(rtab); + LEPT_FREE(gtab); + LEPT_FREE(btab); + return (success) ? 0 : 1; +} + + +/*! + * \brief pixColorSegmentClean() + * + * \param[in] pixs 8 bpp, colormapped + * \param[in] selsize for closing + * \param[in] countarray ptr to array containing the number of pixels + * found in each color in the colormap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This operation is in-place.
+ *      (2) This is phase 3 of color segmentation.  It is the first
+ *          part of a two-step noise removal process.  Colors with a
+ *          large population are closed first; this operation absorbs
+ *          small sets of intercolated pixels of a different color.
+ *
+ */ +l_ok +pixColorSegmentClean(PIX *pixs, + l_int32 selsize, + l_int32 *countarray) +{ +l_int32 i, ncolors, val; +l_uint32 val32; +NUMA *na, *nasi; +PIX *pixt1, *pixt2; +PIXCMAP *cmap; + + PROCNAME("pixColorSegmentClean"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not 8 bpp", procName, 1); + if ((cmap = pixGetColormap(pixs)) == NULL) + return ERROR_INT("cmap not found", procName, 1); + if (!countarray) + return ERROR_INT("countarray not defined", procName, 1); + if (selsize <= 1) + return 0; /* nothing to do */ + + /* Sort colormap indices in decreasing order of pixel population */ + ncolors = pixcmapGetCount(cmap); + na = numaCreate(ncolors); + for (i = 0; i < ncolors; i++) + numaAddNumber(na, countarray[i]); + nasi = numaGetSortIndex(na, L_SORT_DECREASING); + numaDestroy(&na); + if (!nasi) + return ERROR_INT("nasi not made", procName, 1); + + /* For each color, in order of decreasing population, + * do a closing and absorb the added pixels. Note that + * if the closing removes pixels at the border, they'll + * still appear in the xor and will be properly (re)set. */ + for (i = 0; i < ncolors; i++) { + numaGetIValue(nasi, i, &val); + pixt1 = pixGenerateMaskByValue(pixs, val, 1); + pixt2 = pixCloseSafeCompBrick(NULL, pixt1, selsize, selsize); + pixXor(pixt2, pixt2, pixt1); /* pixels to be added to type 'val' */ + pixcmapGetColor32(cmap, val, &val32); + pixSetMasked(pixs, pixt2, val32); /* add them */ + pixDestroy(&pixt1); + pixDestroy(&pixt2); + } + numaDestroy(&nasi); + return 0; +} + + +/*! + * \brief pixColorSegmentRemoveColors() + * + * \param[in] pixd 8 bpp, colormapped + * \param[in] pixs 32 bpp rgb, with initial pixel values + * \param[in] finalcolors max number of colors to retain + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This operation is in-place.
+ *      (2) This is phase 4 of color segmentation, and the second part
+ *          of the 2-step noise removal.  Only 'finalcolors' different
+ *          colors are retained, with colors with smaller populations
+ *          being replaced by the nearest color of the remaining colors.
+ *          For highest accuracy, for pixels that are being replaced,
+ *          we find the nearest colormap color  to the original rgb color.
+ *
+ */ +l_ok +pixColorSegmentRemoveColors(PIX *pixd, + PIX *pixs, + l_int32 finalcolors) +{ +l_int32 i, ncolors, index, tempindex; +l_int32 *tab; +l_uint32 tempcolor; +NUMA *na, *nasi; +PIX *pixm; +PIXCMAP *cmap; + + PROCNAME("pixColorSegmentRemoveColors"); + + if (!pixd) + return ERROR_INT("pixd not defined", procName, 1); + if (pixGetDepth(pixd) != 8) + return ERROR_INT("pixd not 8 bpp", procName, 1); + if ((cmap = pixGetColormap(pixd)) == NULL) + return ERROR_INT("cmap not found", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + ncolors = pixcmapGetCount(cmap); + if (finalcolors >= ncolors) /* few enough colors already; nothing to do */ + return 0; + + /* Generate a mask over all pixels that are not in the + * 'finalcolors' most populated colors. Save the colormap + * index of any one of the retained colors in 'tempindex'. + * The LUT has values 0 for the 'finalcolors' most populated colors, + * which will be retained; and 1 for the rest, which are marked + * by fg pixels in pixm and will be removed. */ + na = pixGetCmapHistogram(pixd, 1); + if ((nasi = numaGetSortIndex(na, L_SORT_DECREASING)) == NULL) { + numaDestroy(&na); + return ERROR_INT("nasi not made", procName, 1); + } + numaGetIValue(nasi, finalcolors - 1, &tempindex); /* retain down to this */ + pixcmapGetColor32(cmap, tempindex, &tempcolor); /* use this color */ + tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + for (i = finalcolors; i < ncolors; i++) { + numaGetIValue(nasi, i, &index); + tab[index] = 1; + } + + pixm = pixMakeMaskFromLUT(pixd, tab); + LEPT_FREE(tab); + + /* Reassign the masked pixels temporarily to the saved index + * (tempindex). This guarantees that no pixels are labeled by + * a colormap index of any colors that will be removed. + * The actual value doesn't matter, as long as it's one + * of the retained colors, because these pixels will later + * be reassigned based on the full set of colors retained + * in the colormap. */ + pixSetMasked(pixd, pixm, tempcolor); + + /* Now remove unused colors from the colormap. This reassigns + * image pixels as required. */ + pixRemoveUnusedColors(pixd); + + /* Finally, reassign the pixels under the mask (those that were + * given a 'tempindex' value) to the nearest color in the colormap. + * This is the function used in phase 2 on all image pixels; here + * it is only used on the masked pixels given by pixm. */ + pixAssignToNearestColor(pixd, pixs, pixm, LEVEL_IN_OCTCUBE, NULL); + + pixDestroy(&pixm); + numaDestroy(&na); + numaDestroy(&nasi); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/colorspace.c b/3rdparty/hgOCR/leptonica/colorspace.c new file mode 100644 index 00000000..d44bcd7b --- /dev/null +++ b/3rdparty/hgOCR/leptonica/colorspace.c @@ -0,0 +1,2414 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file colorspace.c + * 
+ *
+ *      Colorspace conversion between RGB and HSV
+ *           PIX        *pixConvertRGBToHSV()
+ *           PIX        *pixConvertHSVToRGB()
+ *           l_int32     convertRGBToHSV()
+ *           l_int32     convertHSVToRGB()
+ *           l_int32     pixcmapConvertRGBToHSV()
+ *           l_int32     pixcmapConvertHSVToRGB()
+ *           PIX        *pixConvertRGBToHue()
+ *           PIX        *pixConvertRGBToSaturation()
+ *           PIX        *pixConvertRGBToValue()
+ *
+ *      Selection and display of range of colors in HSV space
+ *           PIX        *pixMakeRangeMaskHS()
+ *           PIX        *pixMakeRangeMaskHV()
+ *           PIX        *pixMakeRangeMaskSV()
+ *           PIX        *pixMakeHistoHS()
+ *           PIX        *pixMakeHistoHV()
+ *           PIX        *pixMakeHistoSV()
+ *           PIX        *pixFindHistoPeaksHSV()
+ *           PIX        *displayHSVColorRange()
+ *
+ *      Colorspace conversion between RGB and YUV
+ *           PIX        *pixConvertRGBToYUV()
+ *           PIX        *pixConvertYUVToRGB()
+ *           l_int32     convertRGBToYUV()
+ *           l_int32     convertYUVToRGB()
+ *           l_int32     pixcmapConvertRGBToYUV()
+ *           l_int32     pixcmapConvertYUVToRGB()
+ *
+ *      Colorspace conversion between RGB and XYZ
+ *           FPIXA      *pixConvertRGBToXYZ()
+ *           PIX        *fpixaConvertXYZToRGB()
+ *           l_int32     convertRGBToXYZ()
+ *           l_int32     convertXYZToRGB()
+ *
+ *      Colorspace conversion between XYZ and LAB
+ *           FPIXA      *fpixaConvertXYZToLAB()
+ *           PIX        *fpixaConvertLABToXYZ()
+ *           l_int32     convertXYZToLAB()
+ *           l_int32     convertLABToXYZ()
+ *           static l_float32  lab_forward()
+ *           static l_float32  lab_reverse()
+ *
+ *      Colorspace conversion between RGB and LAB
+ *           FPIXA      *pixConvertRGBToLAB()
+ *           PIX        *fpixaConvertLABToRGB()
+ *           l_int32     convertRGBToLAB()
+ *           l_int32     convertLABToRGB()
+ *
+ */ + +#include +#include +#include "allheaders.h" + +#ifndef NO_CONSOLE_IO +#define DEBUG_HISTO 0 +#define SLOW_CUBE_ROOT 0 +#endif /* ~NO_CONSOLE_IO */ + + /* Functions used in xyz <--> lab conversions */ +static l_float32 lab_forward(l_float32 v); +static l_float32 lab_reverse(l_float32 v); + + +/*---------------------------------------------------------------------------* + * Colorspace conversion between RGB and HSB * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixConvertRGBToHSV() + * + * \param[in] pixd can be NULL; if not NULL, must == pixs + * \param[in] pixs + * \return pixd always + * + * 
+ * Notes:
+ *      (1) For pixs = pixd, this is in-place; otherwise pixd must be NULL.
+ *      (2) The definition of our HSV space is given in convertRGBToHSV().
+ *      (3) The h, s and v values are stored in the same places as
+ *          the r, g and b values, respectively.  Here, they are explicitly
+ *          placed in the 3 MS bytes in the pixel.
+ *      (4) Normalizing to 1 and considering the r,g,b components,
+ *          a simple way to understand the HSV space is:
+ *           ~ v = max(r,g,b)
+ *           ~ s = (max - min) / max
+ *           ~ h ~ (mid - min) / (max - min)  [apart from signs and constants]
+ *      (5) Normalizing to 1, some properties of the HSV space are:
+ *           ~ For gray values (r = g = b) along the continuum between
+ *             black and white:
+ *                s = 0  (becoming undefined as you approach black)
+ *                h is undefined everywhere
+ *           ~ Where one component is saturated and the others are zero:
+ *                v = 1
+ *                s = 1
+ *                h = 0 (r = max), 1/3 (g = max), 2/3 (b = max)
+ *           ~ Where two components are saturated and the other is zero:
+ *                v = 1
+ *                s = 1
+ *                h = 1/2 (if r = 0), 5/6 (if g = 0), 1/6 (if b = 0)
+ *
+ */ +PIX * +pixConvertRGBToHSV(PIX *pixd, + PIX *pixs) +{ +l_int32 w, h, d, wpl, i, j, rval, gval, bval, hval, sval, vval; +l_uint32 *line, *data; +PIXCMAP *cmap; + + PROCNAME("pixConvertRGBToHSV"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && pixd != pixs) + return (PIX *)ERROR_PTR("pixd defined and not inplace", procName, pixd); + + d = pixGetDepth(pixs); + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("not cmapped or rgb", procName, pixd); + + if (!pixd) + pixd = pixCopy(NULL, pixs); + + cmap = pixGetColormap(pixd); + if (cmap) { /* just convert the colormap */ + pixcmapConvertRGBToHSV(cmap); + return pixd; + } + + /* Convert RGB image */ + pixGetDimensions(pixd, &w, &h, NULL); + wpl = pixGetWpl(pixd); + data = pixGetData(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + convertRGBToHSV(rval, gval, bval, &hval, &sval, &vval); + line[j] = (hval << 24) | (sval << 16) | (vval << 8); + } + } + + return pixd; +} + + +/*! + * \brief pixConvertHSVToRGB() + * + * \param[in] pixd can be NULL; if not NULL, must == pixs + * \param[in] pixs + * \return pixd always + * + * 
+ * Notes:
+ *      (1) For pixs = pixd, this is in-place; otherwise pixd must be NULL.
+ *      (2) The user takes responsibility for making sure that pixs is
+ *          in our HSV space.  The definition of our HSV space is given
+ *          in convertRGBToHSV().
+ *      (3) The h, s and v values are stored in the same places as
+ *          the r, g and b values, respectively.  Here, they are explicitly
+ *          placed in the 3 MS bytes in the pixel.
+ *
+ */ +PIX * +pixConvertHSVToRGB(PIX *pixd, + PIX *pixs) +{ +l_int32 w, h, d, wpl, i, j, rval, gval, bval, hval, sval, vval; +l_uint32 pixel; +l_uint32 *line, *data; +PIXCMAP *cmap; + + PROCNAME("pixConvertHSVToRGB"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && pixd != pixs) + return (PIX *)ERROR_PTR("pixd defined and not inplace", procName, pixd); + + d = pixGetDepth(pixs); + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("not cmapped or hsv", procName, pixd); + + if (!pixd) + pixd = pixCopy(NULL, pixs); + + cmap = pixGetColormap(pixd); + if (cmap) { /* just convert the colormap */ + pixcmapConvertHSVToRGB(cmap); + return pixd; + } + + /* Convert HSV image */ + pixGetDimensions(pixd, &w, &h, NULL); + wpl = pixGetWpl(pixd); + data = pixGetData(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + pixel = line[j]; + hval = pixel >> 24; + sval = (pixel >> 16) & 0xff; + vval = (pixel >> 8) & 0xff; + convertHSVToRGB(hval, sval, vval, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, line + j); + } + } + + return pixd; +} + + +/*! + * \brief convertRGBToHSV() + * + * \param[in] rval, gval, bval RGB input + * \param[out] phval, psval, pvval comparable HSV values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The range of returned values is:
+ *            h [0 ... 239]
+ *            s [0 ... 255]
+ *            v [0 ... 255]
+ *      (2) If r = g = b, the pixel is gray (s = 0), and we define h = 0.
+ *      (3) h wraps around, so that h = 0 and h = 240 are equivalent
+ *          in hue space.
+ *      (4) h has the following correspondence to color:
+ *            h = 0         magenta
+ *            h = 40        red
+ *            h = 80        yellow
+ *            h = 120       green
+ *            h = 160       cyan
+ *            h = 200       blue
+ *
+ */ +l_ok +convertRGBToHSV(l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *phval, + l_int32 *psval, + l_int32 *pvval) +{ +l_int32 minrg, maxrg, min, max, delta; +l_float32 h; + + PROCNAME("convertRGBToHSV"); + + if (phval) *phval = 0; + if (psval) *psval = 0; + if (pvval) *pvval = 0; + if (!phval || !psval || !pvval) + return ERROR_INT("&hval, &sval, &vval not all defined", procName, 1); + + minrg = L_MIN(rval, gval); + min = L_MIN(minrg, bval); + maxrg = L_MAX(rval, gval); + max = L_MAX(maxrg, bval); + delta = max - min; + + *pvval = max; + if (delta == 0) { /* gray; no chroma */ + *phval = 0; + *psval = 0; + } else { + *psval = (l_int32)(255. * (l_float32)delta / (l_float32)max + 0.5); + if (rval == max) /* between magenta and yellow */ + h = (l_float32)(gval - bval) / (l_float32)delta; + else if (gval == max) /* between yellow and cyan */ + h = 2. + (l_float32)(bval - rval) / (l_float32)delta; + else /* between cyan and magenta */ + h = 4. + (l_float32)(rval - gval) / (l_float32)delta; + h *= 40.0; + if (h < 0.0) + h += 240.0; + if (h >= 239.5) + h = 0.0; + *phval = (l_int32)(h + 0.5); + } + + return 0; +} + + +/*! + * \brief convertHSVToRGB() + * + * \param[in] hval, sval, vval HSV input + * \param[out] prval, pgval, pbval comparable RGB values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See convertRGBToHSV() for valid input range of HSV values
+ *          and their interpretation in color space.
+ *
+ */ +l_ok +convertHSVToRGB(l_int32 hval, + l_int32 sval, + l_int32 vval, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +l_int32 i, x, y, z; +l_float32 h, f, s; + + PROCNAME("convertHSVToRGB"); + + if (prval) *prval = 0; + if (pgval) *pgval = 0; + if (pbval) *pbval = 0; + if (!prval || !pgval || !pbval) + return ERROR_INT("&rval, &gval, &bval not all defined", procName, 1); + + if (sval == 0) { /* gray */ + *prval = vval; + *pgval = vval; + *pbval = vval; + } else { + if (hval < 0 || hval > 240) + return ERROR_INT("invalid hval", procName, 1); + if (hval == 240) + hval = 0; + h = (l_float32)hval / 40.; + i = (l_int32)h; + f = h - i; + s = (l_float32)sval / 255.; + x = (l_int32)(vval * (1. - s) + 0.5); + y = (l_int32)(vval * (1. - s * f) + 0.5); + z = (l_int32)(vval * (1. - s * (1. - f)) + 0.5); + switch (i) + { + case 0: + *prval = vval; + *pgval = z; + *pbval = x; + break; + case 1: + *prval = y; + *pgval = vval; + *pbval = x; + break; + case 2: + *prval = x; + *pgval = vval; + *pbval = z; + break; + case 3: + *prval = x; + *pgval = y; + *pbval = vval; + break; + case 4: + *prval = z; + *pgval = x; + *pbval = vval; + break; + case 5: + *prval = vval; + *pgval = x; + *pbval = y; + break; + default: /* none possible */ + return 1; + } + } + + return 0; +} + + +/*! + * \brief pixcmapConvertRGBToHSV() + * + * \param[in] cmap + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      ~ in-place transform
+ *      ~ See convertRGBToHSV() for def'n of HSV space.
+ *      ~ replaces: r --> h, g --> s, b --> v
+ *
+ */ +l_ok +pixcmapConvertRGBToHSV(PIXCMAP *cmap) +{ +l_int32 i, ncolors, rval, gval, bval, hval, sval, vval; + + PROCNAME("pixcmapConvertRGBToHSV"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + convertRGBToHSV(rval, gval, bval, &hval, &sval, &vval); + pixcmapResetColor(cmap, i, hval, sval, vval); + } + return 0; +} + + +/*! + * \brief pixcmapConvertHSVToRGB() + * + * \param[in] cmap + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      ~ in-place transform
+ *      ~ See convertRGBToHSV() for def'n of HSV space.
+ *      ~ replaces: h --> r, s --> g, v --> b
+ *
+ */ +l_ok +pixcmapConvertHSVToRGB(PIXCMAP *cmap) +{ +l_int32 i, ncolors, rval, gval, bval, hval, sval, vval; + + PROCNAME("pixcmapConvertHSVToRGB"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &hval, &sval, &vval); + convertHSVToRGB(hval, sval, vval, &rval, &gval, &bval); + pixcmapResetColor(cmap, i, rval, gval, bval); + } + return 0; +} + + +/*! + * \brief pixConvertRGBToHue() + * + * \param[in] pixs 32 bpp RGB, or 8 bpp with colormap + * \return pixd 8 bpp hue of HSV, or NULL on error + * + * 
+ * Notes:
+ *      (1) The conversion to HSV hue is in-lined here.
+ *      (2) If there is a colormap, it is removed.
+ *      (3) If you just want the hue component, this does it
+ *          at about 10 Mpixels/sec/GHz, which is about
+ *          2x faster than using pixConvertRGBToHSV()
+ *
+ */ +PIX * +pixConvertRGBToHue(PIX *pixs) +{ +l_int32 w, h, d, wplt, wpld; +l_int32 i, j, rval, gval, bval, hval, minrg, min, maxrg, max, delta; +l_float32 fh; +l_uint32 pixel; +l_uint32 *linet, *lined, *datat, *datad; +PIX *pixt, *pixd; + + PROCNAME("pixConvertRGBToHue"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32 && !pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("not cmapped or rgb", procName, NULL); + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + + /* Convert RGB image */ + pixd = pixCreate(w, h, 8); + pixCopyResolution(pixd, pixs); + wplt = pixGetWpl(pixt); + datat = pixGetData(pixt); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = linet[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + minrg = L_MIN(rval, gval); + min = L_MIN(minrg, bval); + maxrg = L_MAX(rval, gval); + max = L_MAX(maxrg, bval); + delta = max - min; + if (delta == 0) { /* gray; no chroma */ + hval = 0; + } else { + if (rval == max) /* between magenta and yellow */ + fh = (l_float32)(gval - bval) / (l_float32)delta; + else if (gval == max) /* between yellow and cyan */ + fh = 2. + (l_float32)(bval - rval) / (l_float32)delta; + else /* between cyan and magenta */ + fh = 4. + (l_float32)(rval - gval) / (l_float32)delta; + fh *= 40.0; + if (fh < 0.0) + fh += 240.0; + hval = (l_int32)(fh + 0.5); + } + SET_DATA_BYTE(lined, j, hval); + } + } + pixDestroy(&pixt); + + return pixd; +} + + + +/*! + * \brief pixConvertRGBToSaturation() + * + * \param[in] pixs 32 bpp RGB, or 8 bpp with colormap + * \return pixd 8 bpp sat of HSV, or NULL on error + * + * 
+ * Notes:
+ *      (1) The conversion to HSV sat is in-lined here.
+ *      (2) If there is a colormap, it is removed.
+ *      (3) If you just want the saturation component, this does it
+ *          at about 12 Mpixels/sec/GHz.
+ *
+ */ +PIX * +pixConvertRGBToSaturation(PIX *pixs) +{ +l_int32 w, h, d, wplt, wpld; +l_int32 i, j, rval, gval, bval, sval, minrg, min, maxrg, max, delta; +l_uint32 pixel; +l_uint32 *linet, *lined, *datat, *datad; +PIX *pixt, *pixd; + + PROCNAME("pixConvertRGBToSaturation"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32 && !pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("not cmapped or rgb", procName, NULL); + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + + /* Convert RGB image */ + pixd = pixCreate(w, h, 8); + pixCopyResolution(pixd, pixs); + wplt = pixGetWpl(pixt); + datat = pixGetData(pixt); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = linet[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + minrg = L_MIN(rval, gval); + min = L_MIN(minrg, bval); + maxrg = L_MAX(rval, gval); + max = L_MAX(maxrg, bval); + delta = max - min; + if (delta == 0) /* gray; no chroma */ + sval = 0; + else + sval = (l_int32)(255. * + (l_float32)delta / (l_float32)max + 0.5); + SET_DATA_BYTE(lined, j, sval); + } + } + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixConvertRGBToValue() + * + * \param[in] pixs 32 bpp RGB,or 8 bpp with colormap + * \return pixd 8 bpp max component intensity of HSV, or NULL on error + * + * 
+ * Notes:
+ *      (1) The conversion to HSV sat is in-lined here.
+ *      (2) If there is a colormap, it is removed.
+ *      (3) If you just want the value component, this does it
+ *          at about 35 Mpixels/sec/GHz.
+ *
+ */ +PIX * +pixConvertRGBToValue(PIX *pixs) +{ +l_int32 w, h, d, wplt, wpld; +l_int32 i, j, rval, gval, bval, maxrg, max; +l_uint32 pixel; +l_uint32 *linet, *lined, *datat, *datad; +PIX *pixt, *pixd; + + PROCNAME("pixConvertRGBToValue"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32 && !pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("not cmapped or rgb", procName, NULL); + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR); + + /* Convert RGB image */ + pixd = pixCreate(w, h, 8); + pixCopyResolution(pixd, pixs); + wplt = pixGetWpl(pixt); + datat = pixGetData(pixt); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = linet[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + maxrg = L_MAX(rval, gval); + max = L_MAX(maxrg, bval); + SET_DATA_BYTE(lined, j, max); + } + } + + pixDestroy(&pixt); + return pixd; +} + + +/*---------------------------------------------------------------------------* + * Selection and display of range of colors in HSV space * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixMakeRangeMaskHS() + * + * \param[in] pixs 32 bpp rgb + * \param[in] huecenter center value of hue range + * \param[in] huehw half-width of hue range + * \param[in] satcenter center value of saturation range + * \param[in] sathw half-width of saturation range + * \param[in] regionflag L_INCLUDE_REGION, L_EXCLUDE_REGION + * \return pixd 1 bpp mask over selected pixels, or NULL on error + * + * 
+ * Notes:
+ *      (1) The pixels are selected based on the specified ranges of
+ *          hue and saturation.  For selection or exclusion, the pixel
+ *          HS component values must be within both ranges.  Care must
+ *          be taken in finding the hue range because of wrap-around.
+ *      (2) Use %regionflag == L_INCLUDE_REGION to take only those
+ *          pixels within the rectangular region specified in HS space.
+ *          Use %regionflag == L_EXCLUDE_REGION to take all pixels except
+ *          those within the rectangular region specified in HS space.
+ *
+ */ +PIX * +pixMakeRangeMaskHS(PIX *pixs, + l_int32 huecenter, + l_int32 huehw, + l_int32 satcenter, + l_int32 sathw, + l_int32 regionflag) +{ +l_int32 i, j, w, h, wplt, wpld, hstart, hend, sstart, send, hval, sval; +l_int32 *hlut, *slut; +l_uint32 pixel; +l_uint32 *datat, *datad, *linet, *lined; +PIX *pixt, *pixd; + + PROCNAME("pixMakeRangeMaskHS"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (regionflag != L_INCLUDE_REGION && regionflag != L_EXCLUDE_REGION) + return (PIX *)ERROR_PTR("invalid regionflag", procName, NULL); + + /* Set up LUTs for hue and saturation. These have the value 1 + * within the specified intervals of hue and saturation. */ + hlut = (l_int32 *)LEPT_CALLOC(240, sizeof(l_int32)); + slut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + sstart = L_MAX(0, satcenter - sathw); + send = L_MIN(255, satcenter + sathw); + for (i = sstart; i <= send; i++) + slut[i] = 1; + hstart = (huecenter - huehw + 240) % 240; + hend = (huecenter + huehw + 240) % 240; + if (hstart < hend) { + for (i = hstart; i <= hend; i++) + hlut[i] = 1; + } else { /* wrap */ + for (i = hstart; i < 240; i++) + hlut[i] = 1; + for (i = 0; i <= hend; i++) + hlut[i] = 1; + } + + /* Generate the mask */ + pixt = pixConvertRGBToHSV(NULL, pixs); + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreateNoInit(w, h, 1); + if (regionflag == L_INCLUDE_REGION) + pixClearAll(pixd); + else /* L_EXCLUDE_REGION */ + pixSetAll(pixd); + datat = pixGetData(pixt); + datad = pixGetData(pixd); + wplt = pixGetWpl(pixt); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = linet[j]; + hval = (pixel >> L_RED_SHIFT) & 0xff; + sval = (pixel >> L_GREEN_SHIFT) & 0xff; + if (hlut[hval] == 1 && slut[sval] == 1) { + if (regionflag == L_INCLUDE_REGION) + SET_DATA_BIT(lined, j); + else /* L_EXCLUDE_REGION */ + CLEAR_DATA_BIT(lined, j); + } + } + } + + LEPT_FREE(hlut); + LEPT_FREE(slut); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixMakeRangeMaskHV() + * + * \param[in] pixs 32 bpp rgb + * \param[in] huecenter center value of hue range + * \param[in] huehw half-width of hue range + * \param[in] valcenter center value of max intensity range + * \param[in] valhw half-width of max intensity range + * \param[in] regionflag L_INCLUDE_REGION, L_EXCLUDE_REGION + * \return pixd 1 bpp mask over selected pixels, or NULL on error + * + * 
+ * Notes:
+ *      (1) The pixels are selected based on the specified ranges of
+ *          hue and max intensity values.  For selection or exclusion,
+ *          the pixel HV component values must be within both ranges.
+ *          Care must be taken in finding the hue range because of wrap-around.
+ *      (2) Use %regionflag == L_INCLUDE_REGION to take only those
+ *          pixels within the rectangular region specified in HV space.
+ *          Use %regionflag == L_EXCLUDE_REGION to take all pixels except
+ *          those within the rectangular region specified in HV space.
+ *
+ */ +PIX * +pixMakeRangeMaskHV(PIX *pixs, + l_int32 huecenter, + l_int32 huehw, + l_int32 valcenter, + l_int32 valhw, + l_int32 regionflag) +{ +l_int32 i, j, w, h, wplt, wpld, hstart, hend, vstart, vend, hval, vval; +l_int32 *hlut, *vlut; +l_uint32 pixel; +l_uint32 *datat, *datad, *linet, *lined; +PIX *pixt, *pixd; + + PROCNAME("pixMakeRangeMaskHV"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (regionflag != L_INCLUDE_REGION && regionflag != L_EXCLUDE_REGION) + return (PIX *)ERROR_PTR("invalid regionflag", procName, NULL); + + /* Set up LUTs for hue and maximum intensity (val). These have + * the value 1 within the specified intervals of hue and value. */ + hlut = (l_int32 *)LEPT_CALLOC(240, sizeof(l_int32)); + vlut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + vstart = L_MAX(0, valcenter - valhw); + vend = L_MIN(255, valcenter + valhw); + for (i = vstart; i <= vend; i++) + vlut[i] = 1; + hstart = (huecenter - huehw + 240) % 240; + hend = (huecenter + huehw + 240) % 240; + if (hstart < hend) { + for (i = hstart; i <= hend; i++) + hlut[i] = 1; + } else { + for (i = hstart; i < 240; i++) + hlut[i] = 1; + for (i = 0; i <= hend; i++) + hlut[i] = 1; + } + + /* Generate the mask */ + pixt = pixConvertRGBToHSV(NULL, pixs); + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreateNoInit(w, h, 1); + if (regionflag == L_INCLUDE_REGION) + pixClearAll(pixd); + else /* L_EXCLUDE_REGION */ + pixSetAll(pixd); + datat = pixGetData(pixt); + datad = pixGetData(pixd); + wplt = pixGetWpl(pixt); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = linet[j]; + hval = (pixel >> L_RED_SHIFT) & 0xff; + vval = (pixel >> L_BLUE_SHIFT) & 0xff; + if (hlut[hval] == 1 && vlut[vval] == 1) { + if (regionflag == L_INCLUDE_REGION) + SET_DATA_BIT(lined, j); + else /* L_EXCLUDE_REGION */ + CLEAR_DATA_BIT(lined, j); + } + } + } + + LEPT_FREE(hlut); + LEPT_FREE(vlut); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixMakeRangeMaskSV() + * + * \param[in] pixs 32 bpp rgb + * \param[in] satcenter center value of saturation range + * \param[in] sathw half-width of saturation range + * \param[in] valcenter center value of max intensity range + * \param[in] valhw half-width of max intensity range + * \param[in] regionflag L_INCLUDE_REGION, L_EXCLUDE_REGION + * \return pixd 1 bpp mask over selected pixels, or NULL on error + * + * 
+ * Notes:
+ *      (1) The pixels are selected based on the specified ranges of
+ *          saturation and max intensity (val).  For selection or
+ *          exclusion, the pixel SV component values must be within both ranges.
+ *      (2) Use %regionflag == L_INCLUDE_REGION to take only those
+ *          pixels within the rectangular region specified in SV space.
+ *          Use %regionflag == L_EXCLUDE_REGION to take all pixels except
+ *          those within the rectangular region specified in SV space.
+ *
+ */ +PIX * +pixMakeRangeMaskSV(PIX *pixs, + l_int32 satcenter, + l_int32 sathw, + l_int32 valcenter, + l_int32 valhw, + l_int32 regionflag) +{ +l_int32 i, j, w, h, wplt, wpld, sval, vval, sstart, send, vstart, vend; +l_int32 *slut, *vlut; +l_uint32 pixel; +l_uint32 *datat, *datad, *linet, *lined; +PIX *pixt, *pixd; + + PROCNAME("pixMakeRangeMaskSV"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (regionflag != L_INCLUDE_REGION && regionflag != L_EXCLUDE_REGION) + return (PIX *)ERROR_PTR("invalid regionflag", procName, NULL); + + /* Set up LUTs for saturation and max intensity (val). + * These have the value 1 within the specified intervals of + * saturation and max intensity. */ + slut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + vlut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + sstart = L_MAX(0, satcenter - sathw); + send = L_MIN(255, satcenter + sathw); + vstart = L_MAX(0, valcenter - valhw); + vend = L_MIN(255, valcenter + valhw); + for (i = sstart; i <= send; i++) + slut[i] = 1; + for (i = vstart; i <= vend; i++) + vlut[i] = 1; + + /* Generate the mask */ + pixt = pixConvertRGBToHSV(NULL, pixs); + pixGetDimensions(pixs, &w, &h, NULL); + pixd = pixCreateNoInit(w, h, 1); + if (regionflag == L_INCLUDE_REGION) + pixClearAll(pixd); + else /* L_EXCLUDE_REGION */ + pixSetAll(pixd); + datat = pixGetData(pixt); + datad = pixGetData(pixd); + wplt = pixGetWpl(pixt); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = linet[j]; + sval = (pixel >> L_GREEN_SHIFT) & 0xff; + vval = (pixel >> L_BLUE_SHIFT) & 0xff; + if (slut[sval] == 1 && vlut[vval] == 1) { + if (regionflag == L_INCLUDE_REGION) + SET_DATA_BIT(lined, j); + else /* L_EXCLUDE_REGION */ + CLEAR_DATA_BIT(lined, j); + } + } + } + + LEPT_FREE(slut); + LEPT_FREE(vlut); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixMakeHistoHS() + * + * \param[in] pixs HSV colorspace + * \param[in] factor subsampling factor; integer + * \param[out] pnahue [optional] hue histogram + * \param[out] pnasat [optional] saturation histogram + * \return pixd 32 bpp histogram in hue and saturation, or NULL on error + * + * 
+ * Notes:
+ *      (1) pixs is a 32 bpp image in HSV colorspace; hue is in the "red"
+ *          byte, saturation is in the "green" byte.
+ *      (2) In pixd, hue is displayed vertically; saturation horizontally.
+ *          The dimensions of pixd are w = 256, h = 240, and the depth
+ *          is 32 bpp.  The value at each point is simply the number
+ *          of pixels found at that value of hue and saturation.
+ *
+ */ +PIX * +pixMakeHistoHS(PIX *pixs, + l_int32 factor, + NUMA **pnahue, + NUMA **pnasat) +{ +l_int32 i, j, w, h, wplt, hval, sval, nd; +l_uint32 pixel; +l_uint32 *datat, *linet; +void **lined32; +NUMA *nahue, *nasat; +PIX *pixt, *pixd; + + PROCNAME("pixMakeHistoHS"); + + if (pnahue) *pnahue = NULL; + if (pnasat) *pnasat = NULL; + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + + if (pnahue) { + nahue = numaCreate(240); + numaSetCount(nahue, 240); + *pnahue = nahue; + } + if (pnasat) { + nasat = numaCreate(256); + numaSetCount(nasat, 256); + *pnasat = nasat; + } + + if (factor <= 1) + pixt = pixClone(pixs); + else + pixt = pixScaleBySampling(pixs, 1.0 / (l_float32)factor, + 1.0 / (l_float32)factor); + + /* Create the hue-saturation histogram */ + pixd = pixCreate(256, 240, 32); + lined32 = pixGetLinePtrs(pixd, NULL); + pixGetDimensions(pixt, &w, &h, NULL); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + for (j = 0; j < w; j++) { + pixel = linet[j]; + hval = (pixel >> L_RED_SHIFT) & 0xff; + +#if DEBUG_HISTO + if (hval > 239) { + fprintf(stderr, "hval = %d for (%d,%d)\n", hval, i, j); + continue; + } +#endif /* DEBUG_HISTO */ + + sval = (pixel >> L_GREEN_SHIFT) & 0xff; + if (pnahue) + numaShiftValue(nahue, hval, 1.0); + if (pnasat) + numaShiftValue(nasat, sval, 1.0); + nd = GET_DATA_FOUR_BYTES(lined32[hval], sval); + SET_DATA_FOUR_BYTES(lined32[hval], sval, nd + 1); + } + } + + LEPT_FREE(lined32); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixMakeHistoHV() + * + * \param[in] pixs HSV colorspace + * \param[in] factor subsampling factor; integer + * \param[out] pnahue [optional] hue histogram + * \param[out] pnaval [optional] max intensity (value) histogram + * \return pixd 32 bpp histogram in hue and value, or NULL on error + * + * 
+ * Notes:
+ *      (1) %pixs is a 32 bpp image in HSV colorspace; hue is in the "red"
+ *          byte, max intensity ("value") is in the "blue" byte.
+ *      (2) In %pixd, hue is displayed vertically; intensity horizontally.
+ *          The dimensions of %pixd are w = 256, h = 240, and the depth
+ *          is 32 bpp.  The value at each point is simply the number
+ *          of pixels found at that value of hue and intensity.
+ *
+ */ +PIX * +pixMakeHistoHV(PIX *pixs, + l_int32 factor, + NUMA **pnahue, + NUMA **pnaval) +{ +l_int32 i, j, w, h, wplt, hval, vval, nd; +l_uint32 pixel; +l_uint32 *datat, *linet; +void **lined32; +NUMA *nahue, *naval; +PIX *pixt, *pixd; + + PROCNAME("pixMakeHistoHV"); + + if (pnahue) *pnahue = NULL; + if (pnaval) *pnaval = NULL; + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + + if (pnahue) { + nahue = numaCreate(240); + numaSetCount(nahue, 240); + *pnahue = nahue; + } + if (pnaval) { + naval = numaCreate(256); + numaSetCount(naval, 256); + *pnaval = naval; + } + + if (factor <= 1) + pixt = pixClone(pixs); + else + pixt = pixScaleBySampling(pixs, 1.0 / (l_float32)factor, + 1.0 / (l_float32)factor); + + /* Create the hue-value histogram */ + pixd = pixCreate(256, 240, 32); + lined32 = pixGetLinePtrs(pixd, NULL); + pixGetDimensions(pixt, &w, &h, NULL); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + for (j = 0; j < w; j++) { + pixel = linet[j]; + hval = (pixel >> L_RED_SHIFT) & 0xff; + vval = (pixel >> L_BLUE_SHIFT) & 0xff; + if (pnahue) + numaShiftValue(nahue, hval, 1.0); + if (pnaval) + numaShiftValue(naval, vval, 1.0); + nd = GET_DATA_FOUR_BYTES(lined32[hval], vval); + SET_DATA_FOUR_BYTES(lined32[hval], vval, nd + 1); + } + } + + LEPT_FREE(lined32); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixMakeHistoSV() + * + * \param[in] pixs HSV colorspace + * \param[in] factor subsampling factor; integer + * \param[out] pnasat [optional] sat histogram + * \param[out] pnaval [optional] max intensity (value) histogram + * \return pixd 32 bpp histogram in sat and value, or NULL on error + * + * 
+ * Notes:
+ *      (1) %pixs is a 32 bpp image in HSV colorspace; sat is in the "green"
+ *          byte, max intensity ("value") is in the "blue" byte.
+ *      (2) In %pixd, sat is displayed vertically; intensity horizontally.
+ *          The dimensions of %pixd are w = 256, h = 256, and the depth
+ *          is 32 bpp.  The value at each point is simply the number
+ *          of pixels found at that value of saturation and intensity.
+ *
+ */ +PIX * +pixMakeHistoSV(PIX *pixs, + l_int32 factor, + NUMA **pnasat, + NUMA **pnaval) +{ +l_int32 i, j, w, h, wplt, sval, vval, nd; +l_uint32 pixel; +l_uint32 *datat, *linet; +void **lined32; +NUMA *nasat, *naval; +PIX *pixt, *pixd; + + PROCNAME("pixMakeHistoSV"); + + if (pnasat) *pnasat = NULL; + if (pnaval) *pnaval = NULL; + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + + if (pnasat) { + nasat = numaCreate(256); + numaSetCount(nasat, 256); + *pnasat = nasat; + } + if (pnaval) { + naval = numaCreate(256); + numaSetCount(naval, 256); + *pnaval = naval; + } + + if (factor <= 1) + pixt = pixClone(pixs); + else + pixt = pixScaleBySampling(pixs, 1.0 / (l_float32)factor, + 1.0 / (l_float32)factor); + + /* Create the hue-value histogram */ + pixd = pixCreate(256, 256, 32); + lined32 = pixGetLinePtrs(pixd, NULL); + pixGetDimensions(pixt, &w, &h, NULL); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + for (j = 0; j < w; j++) { + pixel = linet[j]; + sval = (pixel >> L_GREEN_SHIFT) & 0xff; + vval = (pixel >> L_BLUE_SHIFT) & 0xff; + if (pnasat) + numaShiftValue(nasat, sval, 1.0); + if (pnaval) + numaShiftValue(naval, vval, 1.0); + nd = GET_DATA_FOUR_BYTES(lined32[sval], vval); + SET_DATA_FOUR_BYTES(lined32[sval], vval, nd + 1); + } + } + + LEPT_FREE(lined32); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixFindHistoPeaksHSV() + * + * \param[in] pixs 32 bpp; HS, HV or SV histogram; not changed + * \param[in] type L_HS_HISTO, L_HV_HISTO or L_SV_HISTO + * \param[in] width half width of sliding window + * \param[in] height half height of sliding window + * \param[in] npeaks number of peaks to look for + * \param[in] erasefactor ratio of erase window size to sliding window size + * \param[out] ppta locations of max for each integrated peak area + * \param[out] pnatot integrated peak areas + * \param[out] ppixa [optional] pixa for debugging; NULL to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) %pixs is a 32 bpp histogram in a pair of HSV colorspace.  It
+ *          should be thought of as a single sample with 32 bps (bits/sample).
+ *      (2) After each peak is found, the peak is erased with a window
+ *          that is centered on the peak and scaled from the sliding
+ *          window by %erasefactor.  Typically, %erasefactor is chosen
+ *          to be > 1.0.
+ *      (3) Data for a maximum of %npeaks is returned in %pta and %natot.
+ *      (4) For debugging, after the pixa is returned, display with:
+ *          pixd = pixaDisplayTiledInRows(pixa, 32, 1000, 1.0, 0, 30, 2);
+ *
+ */ +l_ok +pixFindHistoPeaksHSV(PIX *pixs, + l_int32 type, + l_int32 width, + l_int32 height, + l_int32 npeaks, + l_float32 erasefactor, + PTA **ppta, + NUMA **pnatot, + PIXA **ppixa) +{ +l_int32 i, xmax, ymax, ewidth, eheight; +l_uint32 maxval; +BOX *box; +NUMA *natot; +PIX *pixh, *pixw, *pix1, *pix2, *pix3; +PTA *pta; + + PROCNAME("pixFindHistoPeaksHSV"); + + if (ppixa) *ppixa = NULL; + if (ppta) *ppta = NULL; + if (pnatot) *pnatot = NULL; + if (!pixs || pixGetDepth(pixs) != 32) + return ERROR_INT("pixs undefined or not 32 bpp", procName, 1); + if (!ppta || !pnatot) + return ERROR_INT("&pta and &natot not both defined", procName, 1); + if (type != L_HS_HISTO && type != L_HV_HISTO && type != L_SV_HISTO) + return ERROR_INT("invalid HSV histo type", procName, 1); + + if ((pta = ptaCreate(npeaks)) == NULL) + return ERROR_INT("pta not made", procName, 1); + *ppta = pta; + if ((natot = numaCreate(npeaks)) == NULL) + return ERROR_INT("natot not made", procName, 1); + *pnatot = natot; + + *ppta = pta; + if (type == L_SV_HISTO) + pixh = pixAddMirroredBorder(pixs, width + 1, width + 1, height + 1, + height + 1); + else /* type == L_HS_HISTO or type == L_HV_HISTO */ + pixh = pixAddMixedBorder(pixs, width + 1, width + 1, height + 1, + height + 1); + + /* Get the total count in the sliding window. If the window + * fully covers the peak, this will be the integrated + * volume under the peak. */ + pixw = pixWindowedMean(pixh, width, height, 1, 0); + pixDestroy(&pixh); + + /* Sequentially identify and erase peaks in the histogram. + * If requested for debugging, save a pixa of the sequence of + * false color histograms. */ + if (ppixa) + *ppixa = pixaCreate(0); + for (i = 0; i < npeaks; i++) { + pixGetMaxValueInRect(pixw, NULL, &maxval, &xmax, &ymax); + if (maxval == 0) break; + numaAddNumber(natot, maxval); + ptaAddPt(pta, xmax, ymax); + ewidth = (l_int32)(width * erasefactor); + eheight = (l_int32)(height * erasefactor); + box = boxCreate(xmax - ewidth, ymax - eheight, 2 * ewidth + 1, + 2 * eheight + 1); + + if (ppixa) { + pix1 = pixMaxDynamicRange(pixw, L_LINEAR_SCALE); + pixaAddPix(*ppixa, pix1, L_INSERT); + pix2 = pixConvertGrayToFalseColor(pix1, 1.0); + pixaAddPix(*ppixa, pix2, L_INSERT); + pix1 = pixMaxDynamicRange(pixw, L_LOG_SCALE); + pix2 = pixConvertGrayToFalseColor(pix1, 1.0); + pixaAddPix(*ppixa, pix2, L_INSERT); + pix3 = pixConvertTo32(pix1); + pixRenderHashBoxArb(pix3, box, 6, 2, L_NEG_SLOPE_LINE, + 1, 255, 100, 100); + pixaAddPix(*ppixa, pix3, L_INSERT); + pixDestroy(&pix1); + } + + pixClearInRect(pixw, box); + boxDestroy(&box); + if (type == L_HS_HISTO || type == L_HV_HISTO) { + /* clear wraps at bottom and top */ + if (ymax - eheight < 0) { /* overlap to bottom */ + box = boxCreate(xmax - ewidth, 240 + ymax - eheight, + 2 * ewidth + 1, eheight - ymax); + } else if (ymax + eheight > 239) { /* overlap to top */ + box = boxCreate(xmax - ewidth, 0, 2 * ewidth + 1, + ymax + eheight - 239); + } else { + box = NULL; + } + if (box) { + pixClearInRect(pixw, box); + boxDestroy(&box); + } + } + } + + pixDestroy(&pixw); + return 0; +} + + +/*! + * \brief displayHSVColorRange() + * + * \param[in] hval hue center value; in range [0 ... 240] + * \param[in] sval saturation center value; in range [0 ... 255] + * \param[in] vval max intensity value; in range [0 ... 255] + * \param[in] huehw half-width of hue range; > 0 + * \param[in] sathw half-width of saturation range; > 0 + * \param[in] nsamp number of samplings in each half-width in hue and sat + * \param[in] factor linear size of each color square, in pixels; > 3 + * \return pixd 32 bpp set of color squares over input range; NULL on error + * + * 
+ * Notes:
+ *      (1) The total number of color samplings in each of the hue
+ *          and saturation directions is 2 * nsamp + 1.
+ *
+ */ +PIX * +displayHSVColorRange(l_int32 hval, + l_int32 sval, + l_int32 vval, + l_int32 huehw, + l_int32 sathw, + l_int32 nsamp, + l_int32 factor) +{ +l_int32 i, j, w, huedelta, satdelta, hue, sat, rval, gval, bval; +PIX *pixt, *pixd; + + PROCNAME("displayHSVColorRange"); + + if (hval < 0 || hval > 240) + return (PIX *)ERROR_PTR("invalid hval", procName, NULL); + if (huehw < 5 || huehw > 120) + return (PIX *)ERROR_PTR("invalid huehw", procName, NULL); + if (sval - sathw < 0 || sval + sathw > 255) + return (PIX *)ERROR_PTR("invalid sval/sathw", procName, NULL); + if (nsamp < 1 || factor < 3) + return (PIX *)ERROR_PTR("invalid nsamp or rep. factor", procName, NULL); + if (vval < 0 || vval > 255) + return (PIX *)ERROR_PTR("invalid vval", procName, NULL); + + w = (2 * nsamp + 1); + huedelta = (l_int32)((l_float32)huehw / (l_float32)nsamp); + satdelta = (l_int32)((l_float32)sathw / (l_float32)nsamp); + pixt = pixCreate(w, w, 32); + for (i = 0; i < w; i++) { + hue = hval + huedelta * (i - nsamp); + if (hue < 0) hue += 240; + if (hue >= 240) hue -= 240; + for (j = 0; j < w; j++) { + sat = sval + satdelta * (j - nsamp); + convertHSVToRGB(hue, sat, vval, &rval, &gval, &bval); + pixSetRGBPixel(pixt, j, i, rval, gval, bval); + } + } + + pixd = pixExpandReplicate(pixt, factor); + pixDestroy(&pixt); + return pixd; +} + + +/*---------------------------------------------------------------------------* + * Colorspace conversion between RGB and YUV * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixConvertRGBToYUV() + * + * \param[in] pixd can be NULL; if not NULL, must == pixs + * \param[in] pixs + * \return pixd always + * + * 
+ * Notes:
+ *      (1) For pixs = pixd, this is in-place; otherwise pixd must be NULL.
+ *      (2) The Y, U and V values are stored in the same places as
+ *          the r, g and b values, respectively.  Here, they are explicitly
+ *          placed in the 3 MS bytes in the pixel.
+ *      (3) Normalizing to 1 and considering the r,g,b components,
+ *          a simple way to understand the YUV space is:
+ *           ~ Y = weighted sum of (r,g,b)
+ *           ~ U = weighted difference between Y and B
+ *           ~ V = weighted difference between Y and R
+ *      (4) Following video conventions, Y, U and V are in the range:
+ *             Y: [16, 235]
+ *             U: [16, 240]
+ *             V: [16, 240]
+ *      (5) For the coefficients in the transform matrices, see eq. 4 in
+ *          "Frequently Asked Questions about Color" by Charles Poynton,
+ *          //http://user.engineering.uiowa.edu/~aip/Misc/ColorFAQ.html
+ *
+ */ +PIX * +pixConvertRGBToYUV(PIX *pixd, + PIX *pixs) +{ +l_int32 w, h, d, wpl, i, j, rval, gval, bval, yval, uval, vval; +l_uint32 *line, *data; +PIXCMAP *cmap; + + PROCNAME("pixConvertRGBToYUV"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && pixd != pixs) + return (PIX *)ERROR_PTR("pixd defined and not inplace", procName, pixd); + + d = pixGetDepth(pixs); + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("not cmapped or rgb", procName, pixd); + + if (!pixd) + pixd = pixCopy(NULL, pixs); + + cmap = pixGetColormap(pixd); + if (cmap) { /* just convert the colormap */ + pixcmapConvertRGBToYUV(cmap); + return pixd; + } + + /* Convert RGB image */ + pixGetDimensions(pixd, &w, &h, NULL); + wpl = pixGetWpl(pixd); + data = pixGetData(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + convertRGBToYUV(rval, gval, bval, &yval, &uval, &vval); + line[j] = (yval << 24) | (uval << 16) | (vval << 8); + } + } + + return pixd; +} + + +/*! + * \brief pixConvertYUVToRGB() + * + * \param[in] pixd can be NULL; if not NULL, must == pixs + * \param[in] pixs + * \return pixd always + * + * 
+ * Notes:
+ *      (1) For pixs = pixd, this is in-place; otherwise pixd must be NULL.
+ *      (2) The user takes responsibility for making sure that pixs is
+ *          in YUV space.
+ *      (3) The Y, U and V values are stored in the same places as
+ *          the r, g and b values, respectively.  Here, they are explicitly
+ *          placed in the 3 MS bytes in the pixel.
+ *
+ */ +PIX * +pixConvertYUVToRGB(PIX *pixd, + PIX *pixs) +{ +l_int32 w, h, d, wpl, i, j, rval, gval, bval, yval, uval, vval; +l_uint32 pixel; +l_uint32 *line, *data; +PIXCMAP *cmap; + + PROCNAME("pixConvertYUVToRGB"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && pixd != pixs) + return (PIX *)ERROR_PTR("pixd defined and not inplace", procName, pixd); + + d = pixGetDepth(pixs); + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("not cmapped or hsv", procName, pixd); + + if (!pixd) + pixd = pixCopy(NULL, pixs); + + cmap = pixGetColormap(pixd); + if (cmap) { /* just convert the colormap */ + pixcmapConvertYUVToRGB(cmap); + return pixd; + } + + /* Convert YUV image */ + pixGetDimensions(pixd, &w, &h, NULL); + wpl = pixGetWpl(pixd); + data = pixGetData(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + pixel = line[j]; + yval = pixel >> 24; + uval = (pixel >> 16) & 0xff; + vval = (pixel >> 8) & 0xff; + convertYUVToRGB(yval, uval, vval, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, line + j); + } + } + + return pixd; +} + + +/*! + * \brief convertRGBToYUV() + * + * \param[in] rval, gval, bval RGB input + * \param[out] pyval, puval, pvval equivalent YUV values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The range of returned values is:
+ *            Y [16 ... 235]
+ *            U [16 ... 240]
+ *            V [16 ... 240]
+ *
+ */ +l_ok +convertRGBToYUV(l_int32 rval, + l_int32 gval, + l_int32 bval, + l_int32 *pyval, + l_int32 *puval, + l_int32 *pvval) +{ +l_float32 norm; + + PROCNAME("convertRGBToYUV"); + + if (pyval) *pyval = 0; + if (puval) *puval = 0; + if (pvval) *pvval = 0; + if (!pyval || !puval || !pvval) + return ERROR_INT("&yval, &uval, &vval not all defined", procName, 1); + + norm = 1.0 / 256.; + *pyval = (l_int32)(16.0 + + norm * (65.738 * rval + 129.057 * gval + 25.064 * bval) + 0.5); + *puval = (l_int32)(128.0 + + norm * (-37.945 * rval -74.494 * gval + 112.439 * bval) + 0.5); + *pvval = (l_int32)(128.0 + + norm * (112.439 * rval - 94.154 * gval - 18.285 * bval) + 0.5); + return 0; +} + + +/*! + * \brief convertYUVToRGB() + * + * \param[in] yval, uval, vval YUV input + * \param[out] prval, pgval, pbval equivalent RGB values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The range of valid input values is:
+ *            Y [16 ... 235]
+ *            U [16 ... 240]
+ *            V [16 ... 240]
+ *      (2) Conversion of RGB --> YUV --> RGB leaves the image unchanged.
+ *      (3) The YUV gamut is larger than the RBG gamut; many YUV values
+ *          will result in an invalid RGB value.  We clip individual
+ *          r,g,b components to the range [0, 255], and do not test input.
+ *
+ */ +l_ok +convertYUVToRGB(l_int32 yval, + l_int32 uval, + l_int32 vval, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +l_int32 rval, gval, bval; +l_float32 norm, ym, um, vm; + + PROCNAME("convertYUVToRGB"); + + if (prval) *prval = 0; + if (pgval) *pgval = 0; + if (pbval) *pbval = 0; + if (!prval || !pgval || !pbval) + return ERROR_INT("&rval, &gval, &bval not all defined", procName, 1); + + norm = 1.0 / 256.; + ym = yval - 16.0; + um = uval - 128.0; + vm = vval - 128.0; + rval = (l_int32)(norm * (298.082 * ym + 408.583 * vm) + 0.5); + gval = (l_int32)(norm * (298.082 * ym - 100.291 * um - 208.120 * vm) + + 0.5); + bval = (l_int32)(norm * (298.082 * ym + 516.411 * um) + 0.5); + *prval = L_MIN(255, L_MAX(0, rval)); + *pgval = L_MIN(255, L_MAX(0, gval)); + *pbval = L_MIN(255, L_MAX(0, bval)); + + return 0; +} + + +/*! + * \brief pixcmapConvertRGBToYUV() + * + * \param[in] cmap + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      ~ in-place transform
+ *      ~ See convertRGBToYUV() for def'n of YUV space.
+ *      ~ replaces: r --> y, g --> u, b --> v
+ *
+ */ +l_ok +pixcmapConvertRGBToYUV(PIXCMAP *cmap) +{ +l_int32 i, ncolors, rval, gval, bval, yval, uval, vval; + + PROCNAME("pixcmapConvertRGBToYUV"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + convertRGBToYUV(rval, gval, bval, &yval, &uval, &vval); + pixcmapResetColor(cmap, i, yval, uval, vval); + } + return 0; +} + + +/*! + * \brief pixcmapConvertYUVToRGB() + * + * \param[in] cmap + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      ~ in-place transform
+ *      ~ See convertRGBToYUV() for def'n of YUV space.
+ *      ~ replaces: y --> r, u --> g, v --> b
+ *
+ */ +l_ok +pixcmapConvertYUVToRGB(PIXCMAP *cmap) +{ +l_int32 i, ncolors, rval, gval, bval, yval, uval, vval; + + PROCNAME("pixcmapConvertYUVToRGB"); + + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &yval, &uval, &vval); + convertYUVToRGB(yval, uval, vval, &rval, &gval, &bval); + pixcmapResetColor(cmap, i, rval, gval, bval); + } + return 0; +} + + +/*---------------------------------------------------------------------------* + * Colorspace conversion between RGB and XYZ * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixConvertRGBToXYZ() + * + * \param[in] pixs 32 bpp rgb + * \return fpixa xyz + * + * 
+ * Notes:
+ *      (1) The [x,y,z] values are stored as float values in three fpix
+ *          that are returned in a fpixa.
+ *      (2) The XYZ color space was defined in 1931 as a reference model that
+ *          simulates human color perception.  When Y is taken as luminance,
+ *          the values of X and Z constitute a color plane representing
+ *          all the hues that can be perceived.  This gamut of colors
+ *          is larger than the gamuts that can be displayed or printed.
+ *          For example, although all rgb values map to XYZ, the converse
+ *          is not true.
+ *      (3) The value of the coefficients depends on the illuminant.  We use
+ *          coefficients for converting sRGB under D65 (the spectrum from
+ *          a 6500 degree K black body; an approximation to daylight color).
+ *          See, e.g.,
+ *             http://www.cs.rit.edu/~ncs/color/t_convert.html
+ *          For more general information on color transforms, see:
+ *             http://www.brucelindbloom.com/
+ *             http://user.engineering.uiowa.edu/~aip/Misc/ColorFAQ.html
+ *             http://en.wikipedia.org/wiki/CIE_1931_color_space
+ *
+ */ +FPIXA * +pixConvertRGBToXYZ(PIX *pixs) +{ +l_int32 w, h, wpls, wpld, i, j, rval, gval, bval; +l_uint32 *lines, *datas; +l_float32 fxval, fyval, fzval; +l_float32 *linex, *liney, *linez, *datax, *datay, *dataz; +FPIX *fpix; +FPIXA *fpixa; + + PROCNAME("pixConvertRGBToXYZ"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (FPIXA *)ERROR_PTR("pixs undefined or not rgb", procName, NULL); + + /* Convert RGB image */ + pixGetDimensions(pixs, &w, &h, NULL); + fpixa = fpixaCreate(3); + for (i = 0; i < 3; i++) { + fpix = fpixCreate(w, h); + fpixaAddFPix(fpixa, fpix, L_INSERT); + } + wpls = pixGetWpl(pixs); + wpld = fpixGetWpl(fpix); + datas = pixGetData(pixs); + datax = fpixaGetData(fpixa, 0); + datay = fpixaGetData(fpixa, 1); + dataz = fpixaGetData(fpixa, 2); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + linex = datax + i * wpld; + liney = datay + i * wpld; + linez = dataz + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + convertRGBToXYZ(rval, gval, bval, &fxval, &fyval, &fzval); + *(linex + j) = fxval; + *(liney + j) = fyval; + *(linez + j) = fzval; + } + } + + return fpixa; +} + + +/*! + * \brief fpixaConvertXYZToRGB() + * + * \param[in] fpixa three fpix: x,y,z + * \return pixd 32 bpp rgb + * + * 
+ * Notes:
+ *      (1) The xyz image is stored in three fpix.
+ *      (2) For values of xyz that are out of gamut for rgb, the rgb
+ *          components are set to the closest valid color.
+ *
+ */ +PIX * +fpixaConvertXYZToRGB(FPIXA *fpixa) +{ +l_int32 w, h, wpls, wpld, i, j, rval, gval, bval; +l_float32 fxval, fyval, fzval; +l_float32 *linex, *liney, *linez, *datax, *datay, *dataz; +l_uint32 *lined, *datad; +PIX *pixd; +FPIX *fpix; + + PROCNAME("fpixaConvertXYZToRGB"); + + if (!fpixa || fpixaGetCount(fpixa) != 3) + return (PIX *)ERROR_PTR("fpixa undefined or invalid", procName, NULL); + + /* Convert XYZ image */ + if (fpixaGetFPixDimensions(fpixa, 0, &w, &h)) + return (PIX *)ERROR_PTR("fpixa dimensions not found", procName, NULL); + pixd = pixCreate(w, h, 32); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + datax = fpixaGetData(fpixa, 0); + datay = fpixaGetData(fpixa, 1); + dataz = fpixaGetData(fpixa, 2); + fpix = fpixaGetFPix(fpixa, 0, L_CLONE); + wpls = fpixGetWpl(fpix); + fpixDestroy(&fpix); + for (i = 0; i < h; i++) { + linex = datax + i * wpls; + liney = datay + i * wpls; + linez = dataz + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + fxval = linex[j]; + fyval = liney[j]; + fzval = linez[j]; + convertXYZToRGB(fxval, fyval, fzval, 0, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, lined + j); + } + } + + return pixd; +} + + +/*! + * \brief convertRGBToXYZ() + * + * \param[in] rval, gval, bval rgb input + * \param[out] pfxval, pfyval, pfzval equivalent xyz values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) These conversions are for illuminant D65 acting on linear sRGB
+ *          values.
+ *
+ */ +l_ok +convertRGBToXYZ(l_int32 rval, + l_int32 gval, + l_int32 bval, + l_float32 *pfxval, + l_float32 *pfyval, + l_float32 *pfzval) +{ + PROCNAME("convertRGBToXYZ"); + + if (pfxval) *pfxval = 0.0; + if (pfyval) *pfyval = 0.0; + if (pfzval) *pfzval = 0.0; + if (!pfxval || !pfyval || !pfzval) + return ERROR_INT("&xval, &yval, &zval not all defined", procName, 1); + + *pfxval = 0.4125 * rval + 0.3576 * gval + 0.1804 * bval; + *pfyval = 0.2127 * rval + 0.7152 * gval + 0.0722 * bval; + *pfzval = 0.0193 * rval + 0.1192 * gval + 0.9502 * bval; + return 0; +} + + +/*! + * \brief convertXYZToRGB() + * + * \param[in] fxval, fyval, fzval + * \param[in] blackout 0 to output nearest color if out of gamut; + * 1 to output black + * \param[out] prval, pgval, pbval 32 bpp rgb values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) For values of xyz that are out of gamut for rgb, at least
+ *          one of the r, g or b components will be either less than 0
+ *          or greater than 255.  For that situation:
+ *            * if %blackout == 0, the individual component(s) that are out
+ *              of gamut will be set to 0 or 255, respectively.
+ *            * if %blackout == 1, the output color will be set to black
+ *
+ */ +l_ok +convertXYZToRGB(l_float32 fxval, + l_float32 fyval, + l_float32 fzval, + l_int32 blackout, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +l_int32 rval, gval, bval; + + PROCNAME("convertXYZToRGB"); + + if (prval) *prval = 0; + if (pgval) *pgval = 0; + if (pbval) *pbval = 0; + if (!prval || !pgval ||!pbval) + return ERROR_INT("&rval, &gval, &bval not all defined", procName, 1); + *prval = *pgval = *pbval = 0; + + rval = (l_int32)(3.2405 * fxval - 1.5372 * fyval - 0.4985 * fzval + 0.5); + gval = (l_int32)(-0.9693 * fxval + 1.8760 * fyval + 0.0416 * fzval + 0.5); + bval = (l_int32)(0.0556 * fxval - 0.2040 * fyval + 1.0573 * fzval + 0.5); + if (blackout == 0) { /* the usual situation; use nearest rgb color */ + *prval = L_MAX(0, L_MIN(rval, 255)); + *pgval = L_MAX(0, L_MIN(gval, 255)); + *pbval = L_MAX(0, L_MIN(bval, 255)); + } else { /* use black for out of gamut */ + if (rval >= 0 && rval < 256 && gval >= 0 && gval < 256 && + bval >= 0 && bval < 256) { /* in gamut */ + *prval = rval; + *pgval = gval; + *pbval = bval; + } + } + return 0; +} + + +/*---------------------------------------------------------------------------* + * Colorspace conversion between XYZ and LAB * + *---------------------------------------------------------------------------*/ +/*! + * \brief fpixaConvertXYZToLAB() + * + * \param[in] fpixas xyz + * \return fpixa lab + * + * 
+ * Notes:
+ *      (1) The input [x,y,z] and output [l,a,b] values are stored as
+ *          float values, each set in three fpix.
+ *      (2) The CIE LAB color space was invented in 1976, as an
+ *          absolute reference for specifying colors that we can
+ *          perceive, independently of the rendering device.  It was
+ *          invented to align color display and print images.
+ *          For information, see:
+ *             http://www.brucelindbloom.com/
+ *             http://en.wikipedia.org/wiki/Lab_color_space
+ *
+ */ +FPIXA * +fpixaConvertXYZToLAB(FPIXA *fpixas) +{ +l_int32 w, h, wpl, i, j; +l_float32 fxval, fyval, fzval, flval, faval, fbval; +l_float32 *linex, *liney, *linez, *datax, *datay, *dataz; +l_float32 *linel, *linea, *lineb, *datal, *dataa, *datab; +FPIX *fpix; +FPIXA *fpixad; + + PROCNAME("fpixaConvertXYZToLAB"); + + if (!fpixas || fpixaGetCount(fpixas) != 3) + return (FPIXA *)ERROR_PTR("fpixas undefined/invalid", procName, NULL); + + /* Convert XYZ image */ + if (fpixaGetFPixDimensions(fpixas, 0, &w, &h)) + return (FPIXA *)ERROR_PTR("fpixas sizes not found", procName, NULL); + fpixad = fpixaCreate(3); + for (i = 0; i < 3; i++) { + fpix = fpixCreate(w, h); + fpixaAddFPix(fpixad, fpix, L_INSERT); + } + wpl = fpixGetWpl(fpix); + datax = fpixaGetData(fpixas, 0); + datay = fpixaGetData(fpixas, 1); + dataz = fpixaGetData(fpixas, 2); + datal = fpixaGetData(fpixad, 0); + dataa = fpixaGetData(fpixad, 1); + datab = fpixaGetData(fpixad, 2); + + /* Convert XYZ image */ + for (i = 0; i < h; i++) { + linex = datax + i * wpl; + liney = datay + i * wpl; + linez = dataz + i * wpl; + linel = datal + i * wpl; + linea = dataa + i * wpl; + lineb = datab + i * wpl; + for (j = 0; j < w; j++) { + fxval = *(linex + j); + fyval = *(liney + j); + fzval = *(linez + j); + convertXYZToLAB(fxval, fyval, fzval, &flval, &faval, &fbval); + *(linel + j) = flval; + *(linea + j) = faval; + *(lineb + j) = fbval; + } + } + + return fpixad; +} + + +/*! + * \brief fpixaConvertLABToXYZ() + * + * \param[in] fpixas lab + * \return fpixa xyz + * + * 
+ * Notes:
+ *      (1) The input [l,a,b] and output [x,y,z] values are stored as
+ *          float values, each set in three fpix.
+ *
+ */ +FPIXA * +fpixaConvertLABToXYZ(FPIXA *fpixas) +{ +l_int32 w, h, wpl, i, j; +l_float32 fxval, fyval, fzval, flval, faval, fbval; +l_float32 *linel, *linea, *lineb, *datal, *dataa, *datab; +l_float32 *linex, *liney, *linez, *datax, *datay, *dataz; +FPIX *fpix; +FPIXA *fpixad; + + PROCNAME("fpixaConvertLABToXYZ"); + + if (!fpixas || fpixaGetCount(fpixas) != 3) + return (FPIXA *)ERROR_PTR("fpixas undefined/invalid", procName, NULL); + + /* Convert LAB image */ + if (fpixaGetFPixDimensions(fpixas, 0, &w, &h)) + return (FPIXA *)ERROR_PTR("fpixas sizes not found", procName, NULL); + fpixad = fpixaCreate(3); + for (i = 0; i < 3; i++) { + fpix = fpixCreate(w, h); + fpixaAddFPix(fpixad, fpix, L_INSERT); + } + wpl = fpixGetWpl(fpix); + datal = fpixaGetData(fpixas, 0); + dataa = fpixaGetData(fpixas, 1); + datab = fpixaGetData(fpixas, 2); + datax = fpixaGetData(fpixad, 0); + datay = fpixaGetData(fpixad, 1); + dataz = fpixaGetData(fpixad, 2); + + /* Convert XYZ image */ + for (i = 0; i < h; i++) { + linel = datal + i * wpl; + linea = dataa + i * wpl; + lineb = datab + i * wpl; + linex = datax + i * wpl; + liney = datay + i * wpl; + linez = dataz + i * wpl; + for (j = 0; j < w; j++) { + flval = *(linel + j); + faval = *(linea + j); + fbval = *(lineb + j); + convertLABToXYZ(flval, faval, fbval, &fxval, &fyval, &fzval); + *(linex + j) = fxval; + *(liney + j) = fyval; + *(linez + j) = fzval; + } + } + + return fpixad; +} + + +/*! + * \brief convertXYZToLAB() + * + * \param[in] xval, yval, zval input xyz + * \param[out] plval, paval, pbval equivalent lab values + * \return 0 if OK, 1 on error + */ +l_ok +convertXYZToLAB(l_float32 xval, + l_float32 yval, + l_float32 zval, + l_float32 *plval, + l_float32 *paval, + l_float32 *pbval) +{ +l_float32 xn, yn, zn, fx, fy, fz; + + PROCNAME("convertXYZToLAB"); + + if (plval) *plval = 0.0; + if (paval) *paval = 0.0; + if (pbval) *pbval = 0.0; + if (!plval || !paval || !pbval) + return ERROR_INT("&lval, &aval, &bval not all defined", procName, 1); + + /* First normalize to the corresponding white values */ + xn = 0.0041259 * xval; + yn = 0.0039216 * yval; + zn = 0.0036012 * zval; + /* Then apply the lab_forward function */ + fx = lab_forward(xn); + fy = lab_forward(yn); + fz = lab_forward(zn); + *plval = 116.0 * fy - 16.0; + *paval = 500.0 * (fx - fy); + *pbval = 200.0 * (fy - fz); + return 0; +} + + +/*! + * \brief convertLABToXYZ() + * + * \param[in] lval, aval, bval input lab + * \param[out] pxval, pyval, pzval equivalent xyz values + * \return 0 if OK, 1 on error + */ +l_ok +convertLABToXYZ(l_float32 lval, + l_float32 aval, + l_float32 bval, + l_float32 *pxval, + l_float32 *pyval, + l_float32 *pzval) +{ +l_float32 fx, fy, fz; +l_float32 xw = 242.37; /* x component corresponding to rgb white */ +l_float32 yw = 255.0; /* y component corresponding to rgb white */ +l_float32 zw = 277.69; /* z component corresponding to rgb white */ + + PROCNAME("convertLABToXYZ"); + + if (pxval) *pxval = 0.0; + if (pyval) *pyval = 0.0; + if (pzval) *pzval = 0.0; + if (!pxval || !pyval || !pzval) + return ERROR_INT("&xval, &yval, &zval not all defined", procName, 1); + + fy = 0.0086207 * (16.0 + lval); + fx = fy + 0.002 * aval; + fz = fy - 0.005 * bval; + *pxval = xw * lab_reverse(fx); + *pyval = yw * lab_reverse(fy); + *pzval = zw * lab_reverse(fz); + return 0; +} + + +/* + * See http://en.wikipedia.org/wiki/Lab_color_space for formulas. + * This is the forward function: from xyz to lab. It includes a rational + * function approximation over [0.008856 ... 1] to the cube root, from + * "Fast Color Space Transformations Using Minimax Approximations", + * M. Celebi et al, http://arxiv.org/pdf/1009.0854v1.pdf. + */ +static l_float32 +lab_forward(l_float32 v) +{ +const l_float32 f_thresh = 0.008856; /* (6/29)^3 */ +const l_float32 f_factor = 7.787; /* (1/3) * (29/6)^2) */ +const l_float32 f_offset = 0.13793; /* 4/29 */ + + if (v > f_thresh) { +#if SLOW_CUBE_ROOT + return powf(v, 0.333333); +#else + l_float32 num, den; + num = 4.37089e-04 + v * (9.52695e-02 + v * (1.25201 + v * 1.30273)); + den = 3.91236e-03 + v * (2.95408e-01 + v * (1.71714 + v * 6.34341e-01)); + return num / den; +#endif + } else { + return f_factor * v + f_offset; + } +} + + +/* + * See http://en.wikipedia.org/wiki/Lab_color_space for formulas. + * This is the reverse (inverse) function: from lab to xyz. + */ +static l_float32 +lab_reverse(l_float32 v) +{ +const l_float32 r_thresh = 0.20690; /* 6/29 */ +const l_float32 r_factor = 0.12842; /* 3 * (6/29)^2 */ +const l_float32 r_offset = 0.13793; /* 4/29 */ + + if (v > r_thresh) { + return v * v * v; + } else { + return r_factor * (v - r_offset); + } +} + + +/*---------------------------------------------------------------------------* + * Colorspace conversion between RGB and LAB * + *---------------------------------------------------------------------------*/ +/*! + * \brief pixConvertRGBToLAB() + * + * \param[in] pixs 32 bpp rgb + * \return fpixa lab + * + * 
+ * Notes:
+ *      (1) The [l,a,b] values are stored as float values in three fpix
+ *          that are returned in a fpixa.
+ *
+ */ +FPIXA * +pixConvertRGBToLAB(PIX *pixs) +{ +l_int32 w, h, wpls, wpld, i, j, rval, gval, bval; +l_uint32 *lines, *datas; +l_float32 flval, faval, fbval; +l_float32 *linel, *linea, *lineb, *datal, *dataa, *datab; +FPIX *fpix; +FPIXA *fpixa; + + PROCNAME("pixConvertRGBToLAB"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (FPIXA *)ERROR_PTR("pixs undefined or not rgb", procName, NULL); + + /* Convert RGB image */ + pixGetDimensions(pixs, &w, &h, NULL); + fpixa = fpixaCreate(3); + for (i = 0; i < 3; i++) { + fpix = fpixCreate(w, h); + fpixaAddFPix(fpixa, fpix, L_INSERT); + } + wpls = pixGetWpl(pixs); + wpld = fpixGetWpl(fpix); + datas = pixGetData(pixs); + datal = fpixaGetData(fpixa, 0); + dataa = fpixaGetData(fpixa, 1); + datab = fpixaGetData(fpixa, 2); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + linel = datal + i * wpld; + linea = dataa + i * wpld; + lineb = datab + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + convertRGBToLAB(rval, gval, bval, &flval, &faval, &fbval); + *(linel + j) = flval; + *(linea + j) = faval; + *(lineb + j) = fbval; + } + } + + return fpixa; +} + + +/*! + * \brief fpixaConvertLABToRGB() + * + * \param[in] fpixa three fpix: l,a,b + * \return pixd 32 bpp rgb + * + * 
+ * Notes:
+ *      (1) The lab image is stored in three fpix.
+ *
+ */ +PIX * +fpixaConvertLABToRGB(FPIXA *fpixa) +{ +l_int32 w, h, wpls, wpld, i, j, rval, gval, bval; +l_float32 flval, faval, fbval; +l_float32 *linel, *linea, *lineb, *datal, *dataa, *datab; +l_uint32 *lined, *datad; +PIX *pixd; +FPIX *fpix; + + PROCNAME("fpixaConvertLABToRGB"); + + if (!fpixa || fpixaGetCount(fpixa) != 3) + return (PIX *)ERROR_PTR("fpixa undefined or invalid", procName, NULL); + + /* Convert LAB image */ + if (fpixaGetFPixDimensions(fpixa, 0, &w, &h)) + return (PIX *)ERROR_PTR("fpixa dimensions not found", procName, NULL); + pixd = pixCreate(w, h, 32); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + datal = fpixaGetData(fpixa, 0); + dataa = fpixaGetData(fpixa, 1); + datab = fpixaGetData(fpixa, 2); + fpix = fpixaGetFPix(fpixa, 0, L_CLONE); + wpls = fpixGetWpl(fpix); + fpixDestroy(&fpix); + for (i = 0; i < h; i++) { + linel = datal + i * wpls; + linea = dataa + i * wpls; + lineb = datab + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + flval = linel[j]; + faval = linea[j]; + fbval = lineb[j]; + convertLABToRGB(flval, faval, fbval, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, lined + j); + } + } + + return pixd; +} + + +/*! + * \brief convertRGBToLAB() + * + * \param[in] rval, gval, bval rgb input + * \param[out] pflval, pfaval, pfbval equivalent lab values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) These conversions are for illuminant D65 acting on linear sRGB
+ *          values.
+ *
+ */ +l_ok +convertRGBToLAB(l_int32 rval, + l_int32 gval, + l_int32 bval, + l_float32 *pflval, + l_float32 *pfaval, + l_float32 *pfbval) +{ +l_float32 fxval, fyval, fzval; + + PROCNAME("convertRGBToLAB"); + + if (pflval) *pflval = 0.0; + if (pfaval) *pfaval = 0.0; + if (pfbval) *pfbval = 0.0; + if (!pflval || !pfaval || !pfbval) + return ERROR_INT("&flval, &faval, &fbval not all defined", procName, 1); + + convertRGBToXYZ(rval, gval, bval, &fxval, &fyval, &fzval); + convertXYZToLAB(fxval, fyval, fzval, pflval, pfaval, pfbval); + return 0; +} + + +/*! + * \brief convertLABToRGB() + * + * \param[in] flval, faval, fbval input lab + * \param[out] prval, pgval, pbval equivalent rgb values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) For values of lab that are out of gamut for rgb, the rgb
+ *          components are set to the closest valid color.
+ *
+ */ +l_ok +convertLABToRGB(l_float32 flval, + l_float32 faval, + l_float32 fbval, + l_int32 *prval, + l_int32 *pgval, + l_int32 *pbval) +{ +l_float32 fxval, fyval, fzval; + + PROCNAME("convertLABToRGB"); + + if (prval) *prval = 0; + if (pgval) *pgval = 0; + if (pbval) *pbval = 0; + if (!prval || !pgval || !pbval) + return ERROR_INT("&rval, &gval, &bval not all defined", procName, 1); + + convertLABToXYZ(flval, faval, fbval, &fxval, &fyval, &fzval); + convertXYZToRGB(fxval, fyval, fzval, 0, prval, pgval, pbval); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/compare.c b/3rdparty/hgOCR/leptonica/compare.c new file mode 100644 index 00000000..b3952ec7 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/compare.c @@ -0,0 +1,3604 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file compare.c + * 
+ *
+ *      Test for pix equality
+ *           l_int32     pixEqual()
+ *           l_int32     pixEqualWithAlpha()
+ *           l_int32     pixEqualWithCmap()
+ *           l_int32     cmapEqual()
+ *           l_int32     pixUsesCmapColor()
+ *
+ *      Binary correlation
+ *           l_int32     pixCorrelationBinary()
+ *
+ *      Difference of two images of same size
+ *           l_int32     pixDisplayDiffBinary()
+ *           l_int32     pixCompareBinary()
+ *           l_int32     pixCompareGrayOrRGB()
+ *           l_int32     pixCompareGray()
+ *           l_int32     pixCompareRGB()
+ *           l_int32     pixCompareTiled()
+ *
+ *      Other measures of the difference of two images of the same size
+ *           NUMA       *pixCompareRankDifference()
+ *           l_int32     pixTestForSimilarity()
+ *           l_int32     pixGetDifferenceStats()
+ *           NUMA       *pixGetDifferenceHistogram()
+ *           l_int32     pixGetPerceptualDiff()
+ *           l_int32     pixGetPSNR()
+ *
+ *      Comparison of photo regions by histogram
+ *           l_int32     pixaComparePhotoRegionsByHisto()  -- top-level
+ *           l_int32     pixComparePhotoRegionsByHisto()  -- top-level for 2
+ *           l_int32     pixGenPhotoHistos()
+ *           PIX        *pixPadToCenterCentroid()
+ *           l_int32     pixCentroid8()
+ *           l_int32     pixDecideIfPhotoImage()
+ *       static l_int32  findHistoGridDimensions()
+ *           l_int32     compareTilesByHisto()
+ *
+ *           l_int32     pixCompareGrayByHisto()  -- top-level for 2
+ *       static l_int32  pixCompareTilesByHisto()
+ *           l_int32     pixCropAlignedToCentroid()
+ *
+ *           l_uint8    *l_compressGrayHistograms()
+ *           NUMAA      *l_uncompressGrayHistograms()
+ *
+ *      Translated images at the same resolution
+ *           l_int32     pixCompareWithTranslation()
+ *           l_int32     pixBestCorrelation()
+ *
+ *  For comparing images using tiled histograms, essentially all the
+ *  computation goes into deciding if a region of an image is a photo,
+ *  whether that photo region is amenable to similarity measurements
+ *  using histograms, and finally the calculation of the gray histograms
+ *  for each of the tiled regions.  The actual comparison is essentially
+ *  instantaneous.  Therefore, with a large number of images to compare
+ *  with each other, it is important to first calculate the histograms
+ *  for each image.  Then the comparisons, which go as the square of the
+ *  number of images, actually takes no time.
+ *
+ *  A high level function that takes a pixa of images and does
+ *  all comparisons, pixaComparePhotosByHisto(), uses this split
+ *  approach.  It pads the images so that the centroid is in the center,
+ *  which will allow the tiles to be better aligned.
+ *
+ *  For testing purposes, two functions are given that do all the work
+ *  to compare just two photo regions:
+ *    *  pixComparePhotoRegionsByHisto() uses the split approach, qualifying
+ *       the images first with pixGenPhotoHistos(), and then comparing
+ *       with compareTilesByHisto().
+ *    *  pixCompareGrayByHisto() aligns the two images by centroid
+ *       and calls pixCompareTilesByHisto() to generate the histograms
+ *       and do the comparison.
+ *
+ *
+ */ + +#include +#include +#include "allheaders.h" + + /* Small enough to consider equal to 0.0, for plot output */ +static const l_float32 TINY = 0.00001; + +static l_ok findHistoGridDimensions(l_int32 n, l_int32 w, l_int32 h, + l_int32 *pnx, l_int32 *pny, l_int32 debug); +static l_ok pixCompareTilesByHisto(PIX *pix1, PIX *pix2, l_int32 maxgray, + l_int32 factor, l_int32 n, + l_float32 *pscore, PIXA *pixadebug); + + +/*------------------------------------------------------------------* + * Test for pix equality * + *------------------------------------------------------------------*/ +/*! + * \brief pixEqual() + * + * \param[in] pix1 + * \param[in] pix2 + * \param[out] psame 1 if same; 0 if different + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Equality is defined as having the same pixel values for
+ *          each respective image pixel.
+ *      (2) This works on two pix of any depth.  If one or both pix
+ *          have a colormap, the depths can be different and the
+ *          two pix can still be equal.
+ *      (3) This ignores the alpha component for 32 bpp images.
+ *      (4) If both pix have colormaps and the depths are equal,
+ *          use the pixEqualWithCmap() function, which does a fast
+ *          comparison if the colormaps are identical and a relatively
+ *          slow comparison otherwise.
+ *      (5) In all other cases, any existing colormaps must first be
+ *          removed before doing pixel comparison.  After the colormaps
+ *          are removed, the resulting two images must have the same depth.
+ *          The "lowest common denominator" is RGB, but this is only
+ *          chosen when necessary, or when both have colormaps but
+ *          different depths.
+ *      (6) For images without colormaps that are not 32 bpp, all bits
+ *          in the image part of the data array must be identical.
+ *
+ */ +l_ok +pixEqual(PIX *pix1, + PIX *pix2, + l_int32 *psame) +{ + return pixEqualWithAlpha(pix1, pix2, 0, psame); +} + + +/*! + * \brief pixEqualWithAlpha() + * + * \param[in] pix1 + * \param[in] pix2 + * \param[in] use_alpha 1 to compare alpha in RGBA; 0 to ignore + * \param[out] psame 1 if same; 0 if different + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) See notes in pixEqual().
+ *      (2) This is more general than pixEqual(), in that for 32 bpp
+ *          RGBA images, where spp = 4, you can optionally include
+ *          the alpha component in the comparison.
+ *
+ */ +l_ok +pixEqualWithAlpha(PIX *pix1, + PIX *pix2, + l_int32 use_alpha, + l_int32 *psame) +{ +l_int32 w1, h1, d1, w2, h2, d2, wpl1, wpl2; +l_int32 spp1, spp2, i, j, color, mismatch, opaque; +l_int32 fullwords, linebits, endbits; +l_uint32 endmask, wordmask; +l_uint32 *data1, *data2, *line1, *line2; +PIX *pixs1, *pixs2, *pixt1, *pixt2, *pixalpha; +PIXCMAP *cmap1, *cmap2; + + PROCNAME("pixEqualWithAlpha"); + + if (!psame) + return ERROR_INT("psame not defined", procName, 1); + *psame = 0; /* init to not equal */ + if (!pix1 || !pix2) + return ERROR_INT("pix1 and pix2 not both defined", procName, 1); + pixGetDimensions(pix1, &w1, &h1, &d1); + pixGetDimensions(pix2, &w2, &h2, &d2); + if (w1 != w2 || h1 != h2) { + L_INFO("pix sizes differ\n", procName); + return 0; + } + + /* Suppose the use_alpha flag is true. + * If only one of two 32 bpp images has spp == 4, we call that + * a "mismatch" of the alpha component. In the case of a mismatch, + * if the 4 bpp pix does not have all alpha components opaque (255), + * the images are not-equal. However if they are all opaque, + * this image is equivalent to spp == 3, so we allow the + * comparison to go forward, testing only for the RGB equality. */ + spp1 = pixGetSpp(pix1); + spp2 = pixGetSpp(pix2); + mismatch = 0; + if (use_alpha && d1 == 32 && d2 == 32) { + mismatch = ((spp1 == 4 && spp2 != 4) || (spp1 != 4 && spp2 == 4)); + if (mismatch) { + pixalpha = (spp1 == 4) ? pix1 : pix2; + pixAlphaIsOpaque(pixalpha, &opaque); + if (!opaque) { + L_INFO("just one pix has a non-opaque alpha layer\n", procName); + return 0; + } + } + } + + cmap1 = pixGetColormap(pix1); + cmap2 = pixGetColormap(pix2); + if (!cmap1 && !cmap2 && (d1 != d2) && (d1 == 32 || d2 == 32)) { + L_INFO("no colormaps, pix depths unequal, and one of them is RGB\n", + procName); + return 0; + } + + if (cmap1 && cmap2 && (d1 == d2)) /* use special function */ + return pixEqualWithCmap(pix1, pix2, psame); + + /* Must remove colormaps if they exist, and in the process + * end up with the resulting images having the same depth. */ + if (cmap1 && !cmap2) { + pixUsesCmapColor(pix1, &color); + if (color && d2 <= 8) /* can't be equal */ + return 0; + if (d2 < 8) + pixs2 = pixConvertTo8(pix2, FALSE); + else + pixs2 = pixClone(pix2); + if (d2 <= 8) + pixs1 = pixRemoveColormap(pix1, REMOVE_CMAP_TO_GRAYSCALE); + else + pixs1 = pixRemoveColormap(pix1, REMOVE_CMAP_TO_FULL_COLOR); + } else if (!cmap1 && cmap2) { + pixUsesCmapColor(pix2, &color); + if (color && d1 <= 8) /* can't be equal */ + return 0; + if (d1 < 8) + pixs1 = pixConvertTo8(pix1, FALSE); + else + pixs1 = pixClone(pix1); + if (d1 <= 8) + pixs2 = pixRemoveColormap(pix2, REMOVE_CMAP_TO_GRAYSCALE); + else + pixs2 = pixRemoveColormap(pix2, REMOVE_CMAP_TO_FULL_COLOR); + } else if (cmap1 && cmap2) { /* depths not equal; use rgb */ + pixs1 = pixRemoveColormap(pix1, REMOVE_CMAP_TO_FULL_COLOR); + pixs2 = pixRemoveColormap(pix2, REMOVE_CMAP_TO_FULL_COLOR); + } else { /* no colormaps */ + pixs1 = pixClone(pix1); + pixs2 = pixClone(pix2); + } + + /* OK, we have no colormaps, but the depths may still be different */ + d1 = pixGetDepth(pixs1); + d2 = pixGetDepth(pixs2); + if (d1 != d2) { + if (d1 == 16 || d2 == 16) { + L_INFO("one pix is 16 bpp\n", procName); + pixDestroy(&pixs1); + pixDestroy(&pixs2); + return 0; + } + pixt1 = pixConvertLossless(pixs1, 8); + pixt2 = pixConvertLossless(pixs2, 8); + if (!pixt1 || !pixt2) { + L_INFO("failure to convert to 8 bpp\n", procName); + pixDestroy(&pixs1); + pixDestroy(&pixs2); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return 0; + } + } else { + pixt1 = pixClone(pixs1); + pixt2 = pixClone(pixs2); + } + pixDestroy(&pixs1); + pixDestroy(&pixs2); + + /* No colormaps, equal depths; do pixel comparisons */ + d1 = pixGetDepth(pixt1); + d2 = pixGetDepth(pixt2); + wpl1 = pixGetWpl(pixt1); + wpl2 = pixGetWpl(pixt2); + data1 = pixGetData(pixt1); + data2 = pixGetData(pixt2); + + if (d1 == 32) { /* test either RGB or RGBA pixels */ + if (use_alpha && !mismatch) + wordmask = (spp1 == 3) ? 0xffffff00 : 0xffffffff; + else + wordmask = 0xffffff00; + for (i = 0; i < h1; i++) { + line1 = data1 + wpl1 * i; + line2 = data2 + wpl2 * i; + for (j = 0; j < wpl1; j++) { + if ((*line1 ^ *line2) & wordmask) { + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return 0; + } + line1++; + line2++; + } + } + } else { /* all bits count */ + linebits = d1 * w1; + fullwords = linebits / 32; + endbits = linebits & 31; + endmask = (endbits == 0) ? 0 : (0xffffffff << (32 - endbits)); + for (i = 0; i < h1; i++) { + line1 = data1 + wpl1 * i; + line2 = data2 + wpl2 * i; + for (j = 0; j < fullwords; j++) { + if (*line1 ^ *line2) { + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return 0; + } + line1++; + line2++; + } + if (endbits) { + if ((*line1 ^ *line2) & endmask) { + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return 0; + } + } + } + } + + pixDestroy(&pixt1); + pixDestroy(&pixt2); + *psame = 1; + return 0; +} + + +/*! + * \brief pixEqualWithCmap() + * + * \param[in] pix1 + * \param[in] pix2 + * \param[out] psame + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This returns same = TRUE if the images have identical content.
+ *      (2) Both pix must have a colormap, and be of equal size and depth.
+ *          If these conditions are not satisfied, it is not an error;
+ *          the returned result is same = FALSE.
+ *      (3) We then check whether the colormaps are the same; if so,
+ *          the comparison proceeds 32 bits at a time.
+ *      (4) If the colormaps are different, the comparison is done by
+ *          slow brute force.
+ *
+ */ +l_ok +pixEqualWithCmap(PIX *pix1, + PIX *pix2, + l_int32 *psame) +{ +l_int32 d, w, h, wpl1, wpl2, i, j, linebits, fullwords, endbits; +l_int32 rval1, rval2, gval1, gval2, bval1, bval2, samecmaps; +l_uint32 endmask, val1, val2; +l_uint32 *data1, *data2, *line1, *line2; +PIXCMAP *cmap1, *cmap2; + + PROCNAME("pixEqualWithCmap"); + + if (!psame) + return ERROR_INT("&same not defined", procName, 1); + *psame = 0; + if (!pix1) + return ERROR_INT("pix1 not defined", procName, 1); + if (!pix2) + return ERROR_INT("pix2 not defined", procName, 1); + + if (pixSizesEqual(pix1, pix2) == 0) + return 0; + cmap1 = pixGetColormap(pix1); + cmap2 = pixGetColormap(pix2); + if (!cmap1 || !cmap2) { + L_INFO("both images don't have colormap\n", procName); + return 0; + } + pixGetDimensions(pix1, &w, &h, &d); + if (d != 1 && d != 2 && d != 4 && d != 8) { + L_INFO("pix depth not in {1, 2, 4, 8}\n", procName); + return 0; + } + + cmapEqual(cmap1, cmap2, 3, &samecmaps); + if (samecmaps == TRUE) { /* colormaps are identical; compare by words */ + linebits = d * w; + wpl1 = pixGetWpl(pix1); + wpl2 = pixGetWpl(pix2); + data1 = pixGetData(pix1); + data2 = pixGetData(pix2); + fullwords = linebits / 32; + endbits = linebits & 31; + endmask = (endbits == 0) ? 0 : (0xffffffff << (32 - endbits)); + for (i = 0; i < h; i++) { + line1 = data1 + wpl1 * i; + line2 = data2 + wpl2 * i; + for (j = 0; j < fullwords; j++) { + if (*line1 ^ *line2) + return 0; + line1++; + line2++; + } + if (endbits) { + if ((*line1 ^ *line2) & endmask) + return 0; + } + } + *psame = 1; + return 0; + } + + /* Colormaps aren't identical; compare pixel by pixel */ + for (i = 0; i < h; i++) { + for (j = 0; j < w; j++) { + pixGetPixel(pix1, j, i, &val1); + pixGetPixel(pix2, j, i, &val2); + pixcmapGetColor(cmap1, val1, &rval1, &gval1, &bval1); + pixcmapGetColor(cmap2, val2, &rval2, &gval2, &bval2); + if (rval1 != rval2 || gval1 != gval2 || bval1 != bval2) + return 0; + } + } + + *psame = 1; + return 0; +} + + +/*! + * \brief cmapEqual() + * + * \param[in] cmap1 + * \param[in] cmap2 + * \param[in] ncomps 3 for RGB, 4 for RGBA + * \param[out] psame + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This returns %same = TRUE if the colormaps have identical entries.
+ *      (2) If %ncomps == 4, the alpha components of the colormaps are also
+ *          compared.
+ *
+ */ +l_ok +cmapEqual(PIXCMAP *cmap1, + PIXCMAP *cmap2, + l_int32 ncomps, + l_int32 *psame) +{ +l_int32 n1, n2, i, rval1, rval2, gval1, gval2, bval1, bval2, aval1, aval2; + + PROCNAME("cmapEqual"); + + if (!psame) + return ERROR_INT("&same not defined", procName, 1); + *psame = FALSE; + if (!cmap1) + return ERROR_INT("cmap1 not defined", procName, 1); + if (!cmap2) + return ERROR_INT("cmap2 not defined", procName, 1); + if (ncomps != 3 && ncomps != 4) + return ERROR_INT("ncomps not 3 or 4", procName, 1); + + n1 = pixcmapGetCount(cmap1); + n2 = pixcmapGetCount(cmap2); + if (n1 != n2) { + L_INFO("colormap sizes are different\n", procName); + return 0; + } + + for (i = 0; i < n1; i++) { + pixcmapGetRGBA(cmap1, i, &rval1, &gval1, &bval1, &aval1); + pixcmapGetRGBA(cmap2, i, &rval2, &gval2, &bval2, &aval2); + if (rval1 != rval2 || gval1 != gval2 || bval1 != bval2) + return 0; + if (ncomps == 4 && aval1 != aval2) + return 0; + } + *psame = TRUE; + return 0; +} + + +/*! + * \brief pixUsesCmapColor() + * + * \param[in] pixs any depth, colormap + * \param[out] pcolor TRUE if color found + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This returns color = TRUE if three things are obtained:
+ *          (a) the pix has a colormap
+ *          (b) the colormap has at least one color entry
+ *          (c) a color entry is actually used
+ *      (2) It is used in pixEqual() for comparing two images, in a
+ *          situation where it is required to know if the colormap
+ *          has color entries that are actually used in the image.
+ *
+ */ +l_ok +pixUsesCmapColor(PIX *pixs, + l_int32 *pcolor) +{ +l_int32 n, i, rval, gval, bval, numpix; +NUMA *na; +PIXCMAP *cmap; + + PROCNAME("pixUsesCmapColor"); + + if (!pcolor) + return ERROR_INT("&color not defined", procName, 1); + *pcolor = 0; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + if ((cmap = pixGetColormap(pixs)) == NULL) + return 0; + + pixcmapHasColor(cmap, pcolor); + if (*pcolor == 0) /* no color */ + return 0; + + /* The cmap has color entries. Are they used? */ + na = pixGetGrayHistogram(pixs, 1); + n = pixcmapGetCount(cmap); + for (i = 0; i < n; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + numaGetIValue(na, i, &numpix); + if ((rval != gval || rval != bval) && numpix) { /* color found! */ + *pcolor = 1; + break; + } + } + numaDestroy(&na); + + return 0; +} + + +/*------------------------------------------------------------------* + * Binary correlation * + *------------------------------------------------------------------*/ +/*! + * \brief pixCorrelationBinary() + * + * \param[in] pix1 1 bpp + * \param[in] pix2 1 bpp + * \param[out] pval correlation + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) The correlation is a number between 0.0 and 1.0,
+ *          based on foreground similarity:
+ *                           (|1 AND 2|)**2
+ *            correlation =  --------------
+ *                             |1| * |2|
+ *          where |x| is the count of foreground pixels in image x.
+ *          If the images are identical, this is 1.0.
+ *          If they have no fg pixels in common, this is 0.0.
+ *          If one or both images have no fg pixels, the correlation is 0.0.
+ *      (2) Typically the two images are of equal size, but this
+ *          is not enforced.  Instead, the UL corners are aligned.
+ *
+ */ +l_ok +pixCorrelationBinary(PIX *pix1, + PIX *pix2, + l_float32 *pval) +{ +l_int32 count1, count2, countn; +l_int32 *tab8; +PIX *pixn; + + PROCNAME("pixCorrelationBinary"); + + if (!pval) + return ERROR_INT("&pval not defined", procName, 1); + *pval = 0.0; + if (!pix1) + return ERROR_INT("pix1 not defined", procName, 1); + if (!pix2) + return ERROR_INT("pix2 not defined", procName, 1); + + tab8 = makePixelSumTab8(); + pixCountPixels(pix1, &count1, tab8); + pixCountPixels(pix2, &count2, tab8); + if (count1 == 0 || count2 == 0) { + LEPT_FREE(tab8); + return 0; + } + pixn = pixAnd(NULL, pix1, pix2); + pixCountPixels(pixn, &countn, tab8); + *pval = (l_float32)countn * (l_float32)countn / + ((l_float32)count1 * (l_float32)count2); + LEPT_FREE(tab8); + pixDestroy(&pixn); + return 0; +} + + +/*------------------------------------------------------------------* + * Difference of two images * + *------------------------------------------------------------------*/ +/*! + * \brief pixDisplayDiffBinary() + * + * \param[in] pix1 1 bpp + * \param[in] pix2 1 bpp + * \return pixd 4 bpp cmapped, or NULL on error + * + * 
+ * Notes:
+ *      (1) This gives a color representation of the difference between
+ *          pix1 and pix2.  The color difference depends on the order.
+ *          The pixels in pixd have 4 colors:
+ *           * unchanged:  black (on), white (off)
+ *           * on in pix1, off in pix2: red
+ *           * on in pix2, off in pix1: green
+ *      (2) This aligns the UL corners of pix1 and pix2, and crops
+ *          to the overlapping pixels.
+ *
+ */ +PIX * +pixDisplayDiffBinary(PIX *pix1, + PIX *pix2) +{ +l_int32 w1, h1, d1, w2, h2, d2, minw, minh; +PIX *pixt, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixDisplayDiffBinary"); + + if (!pix1 || !pix2) + return (PIX *)ERROR_PTR("pix1, pix2 not both defined", procName, NULL); + pixGetDimensions(pix1, &w1, &h1, &d1); + pixGetDimensions(pix2, &w2, &h2, &d2); + if (d1 != 1 || d2 != 1) + return (PIX *)ERROR_PTR("pix1 and pix2 not 1 bpp", procName, NULL); + minw = L_MIN(w1, w2); + minh = L_MIN(h1, h2); + + pixd = pixCreate(minw, minh, 4); + cmap = pixcmapCreate(4); + pixcmapAddColor(cmap, 255, 255, 255); /* initialized to white */ + pixcmapAddColor(cmap, 0, 0, 0); + pixcmapAddColor(cmap, 255, 0, 0); + pixcmapAddColor(cmap, 0, 255, 0); + pixSetColormap(pixd, cmap); + + pixt = pixAnd(NULL, pix1, pix2); + pixPaintThroughMask(pixd, pixt, 0, 0, 0x0); /* black */ + pixSubtract(pixt, pix1, pix2); + pixPaintThroughMask(pixd, pixt, 0, 0, 0xff000000); /* red */ + pixSubtract(pixt, pix2, pix1); + pixPaintThroughMask(pixd, pixt, 0, 0, 0x00ff0000); /* green */ + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixCompareBinary() + * + * \param[in] pix1 1 bpp + * \param[in] pix2 1 bpp + * \param[in] comptype L_COMPARE_XOR, L_COMPARE_SUBTRACT + * \param[out] pfract fraction of pixels that are different + * \param[out] ppixdiff [optional] pix of difference + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) The two images are aligned at the UL corner, and do not
+ *          need to be the same size.
+ *      (2) If using L_COMPARE_SUBTRACT, pix2 is subtracted from pix1.
+ *      (3) The total number of pixels is determined by pix1.
+ *      (4) On error, the returned fraction is 1.0.
+ *
+ */ +l_ok +pixCompareBinary(PIX *pix1, + PIX *pix2, + l_int32 comptype, + l_float32 *pfract, + PIX **ppixdiff) +{ +l_int32 w, h, count; +PIX *pixt; + + PROCNAME("pixCompareBinary"); + + if (ppixdiff) *ppixdiff = NULL; + if (!pfract) + return ERROR_INT("&pfract not defined", procName, 1); + *pfract = 1.0; /* initialize to max difference */ + if (!pix1 || pixGetDepth(pix1) != 1) + return ERROR_INT("pix1 not defined or not 1 bpp", procName, 1); + if (!pix2 || pixGetDepth(pix2) != 1) + return ERROR_INT("pix2 not defined or not 1 bpp", procName, 1); + if (comptype != L_COMPARE_XOR && comptype != L_COMPARE_SUBTRACT) + return ERROR_INT("invalid comptype", procName, 1); + + if (comptype == L_COMPARE_XOR) + pixt = pixXor(NULL, pix1, pix2); + else /* comptype == L_COMPARE_SUBTRACT) */ + pixt = pixSubtract(NULL, pix1, pix2); + pixCountPixels(pixt, &count, NULL); + pixGetDimensions(pix1, &w, &h, NULL); + *pfract = (l_float32)(count) / (l_float32)(w * h); + + if (ppixdiff) + *ppixdiff = pixt; + else + pixDestroy(&pixt); + return 0; +} + + +/*! + * \brief pixCompareGrayOrRGB() + * + * \param[in] pix1 2,4,8,16 bpp gray, 32 bpp rgb, or colormapped + * \param[in] pix2 2,4,8,16 bpp gray, 32 bpp rgb, or colormapped + * \param[in] comptype L_COMPARE_SUBTRACT, L_COMPARE_ABS_DIFF + * \param[in] plottype gplot plot output type, or 0 for no plot + * \param[out] psame [optional] 1 if pixel values are identical + * \param[out] pdiff [optional] average difference + * \param[out] prmsdiff [optional] rms of difference + * \param[out] ppixdiff [optional] pix of difference + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) The two images are aligned at the UL corner, and do not
+ *          need to be the same size.  If they are not the same size,
+ *          the comparison will be made over overlapping pixels.
+ *      (2) If there is a colormap, it is removed and the result
+ *          is either gray or RGB depending on the colormap.
+ *      (3) If RGB, each component is compared separately.
+ *      (4) If type is L_COMPARE_ABS_DIFF, pix2 is subtracted from pix1
+ *          and the absolute value is taken.
+ *      (5) If type is L_COMPARE_SUBTRACT, pix2 is subtracted from pix1
+ *          and the result is clipped to 0.
+ *      (6) The plot output types are specified in gplot.h.
+ *          Use 0 if no difference plot is to be made.
+ *      (7) If the images are pixelwise identical, no difference
+ *          plot is made, even if requested.  The result (TRUE or FALSE)
+ *          is optionally returned in the parameter 'same'.
+ *      (8) The average difference (either subtracting or absolute value)
+ *          is optionally returned in the parameter 'diff'.
+ *      (9) The RMS difference is optionally returned in the
+ *          parameter 'rmsdiff'.  For RGB, we return the average of
+ *          the RMS differences for each of the components.
+ *     (10) Because pixel values are compared, pix1 and pix2 can be equal when:
+ *          * they are both gray with different depth
+ *          * one is colormapped and the other is not
+ *          * they are both colormapped and have different size colormaps
+ *
+ */ +l_ok +pixCompareGrayOrRGB(PIX *pix1, + PIX *pix2, + l_int32 comptype, + l_int32 plottype, + l_int32 *psame, + l_float32 *pdiff, + l_float32 *prmsdiff, + PIX **ppixdiff) +{ +l_int32 retval, d1, d2; +PIX *pixt1, *pixt2, *pixs1, *pixs2; + + PROCNAME("pixCompareGrayOrRGB"); + + if (psame) *psame = 0; + if (pdiff) *pdiff = 255.0; + if (prmsdiff) *prmsdiff = 255.0; + if (ppixdiff) *ppixdiff = NULL; + if (!pix1 || pixGetDepth(pix1) == 1) + return ERROR_INT("pix1 not defined or 1 bpp", procName, 1); + if (!pix2 || pixGetDepth(pix2) == 1) + return ERROR_INT("pix2 not defined or 1 bpp", procName, 1); + if (comptype != L_COMPARE_SUBTRACT && comptype != L_COMPARE_ABS_DIFF) + return ERROR_INT("invalid comptype", procName, 1); + if (plottype < 0 || plottype >= NUM_GPLOT_OUTPUTS) + return ERROR_INT("invalid plottype", procName, 1); + + pixt1 = pixRemoveColormap(pix1, REMOVE_CMAP_BASED_ON_SRC); + pixt2 = pixRemoveColormap(pix2, REMOVE_CMAP_BASED_ON_SRC); + d1 = pixGetDepth(pixt1); + d2 = pixGetDepth(pixt2); + if (d1 < 8) + pixs1 = pixConvertTo8(pixt1, FALSE); + else + pixs1 = pixClone(pixt1); + if (d2 < 8) + pixs2 = pixConvertTo8(pixt2, FALSE); + else + pixs2 = pixClone(pixt2); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + d1 = pixGetDepth(pixs1); + d2 = pixGetDepth(pixs2); + if (d1 != d2) { + pixDestroy(&pixs1); + pixDestroy(&pixs2); + return ERROR_INT("intrinsic depths are not equal", procName, 1); + } + + if (d1 == 8 || d1 == 16) + retval = pixCompareGray(pixs1, pixs2, comptype, plottype, psame, + pdiff, prmsdiff, ppixdiff); + else /* d1 == 32 */ + retval = pixCompareRGB(pixs1, pixs2, comptype, plottype, psame, + pdiff, prmsdiff, ppixdiff); + pixDestroy(&pixs1); + pixDestroy(&pixs2); + return retval; +} + + +/*! + * \brief pixCompareGray() + * + * \param[in] pix1 8 or 16 bpp, not cmapped + * \param[in] pix2 8 or 16 bpp, not cmapped + * \param[in] comptype L_COMPARE_SUBTRACT, L_COMPARE_ABS_DIFF + * \param[in] plottype gplot plot output type, or 0 for no plot + * \param[out] psame [optional] 1 if pixel values are identical + * \param[out] pdiff [optional] average difference + * \param[out] prmsdiff [optional] rms of difference + * \param[out] ppixdiff [optional] pix of difference + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) See pixCompareGrayOrRGB() for details.
+ *      (2) Use pixCompareGrayOrRGB() if the input pix are colormapped.
+ *      (3) Note: setting %plottype > 0 can result in writing named
+ *                output files.
+ *
+ */ +l_ok +pixCompareGray(PIX *pix1, + PIX *pix2, + l_int32 comptype, + l_int32 plottype, + l_int32 *psame, + l_float32 *pdiff, + l_float32 *prmsdiff, + PIX **ppixdiff) +{ +char buf[64]; +static l_int32 index = 0; +l_int32 d1, d2, same, first, last; +GPLOT *gplot; +NUMA *na, *nac; +PIX *pixt; + + PROCNAME("pixCompareGray"); + + if (psame) *psame = 0; + if (pdiff) *pdiff = 255.0; + if (prmsdiff) *prmsdiff = 255.0; + if (ppixdiff) *ppixdiff = NULL; + if (!pix1) + return ERROR_INT("pix1 not defined", procName, 1); + if (!pix2) + return ERROR_INT("pix2 not defined", procName, 1); + d1 = pixGetDepth(pix1); + d2 = pixGetDepth(pix2); + if ((d1 != d2) || (d1 != 8 && d1 != 16)) + return ERROR_INT("depths unequal or not 8 or 16 bpp", procName, 1); + if (pixGetColormap(pix1) || pixGetColormap(pix2)) + return ERROR_INT("pix1 and/or pix2 are colormapped", procName, 1); + if (comptype != L_COMPARE_SUBTRACT && comptype != L_COMPARE_ABS_DIFF) + return ERROR_INT("invalid comptype", procName, 1); + if (plottype < 0 || plottype >= NUM_GPLOT_OUTPUTS) + return ERROR_INT("invalid plottype", procName, 1); + + lept_mkdir("lept/comp"); + + if (comptype == L_COMPARE_SUBTRACT) + pixt = pixSubtractGray(NULL, pix1, pix2); + else /* comptype == L_COMPARE_ABS_DIFF) */ + pixt = pixAbsDifference(pix1, pix2); + + pixZero(pixt, &same); + if (same) + L_INFO("Images are pixel-wise identical\n", procName); + if (psame) *psame = same; + + if (pdiff) + pixGetAverageMasked(pixt, NULL, 0, 0, 1, L_MEAN_ABSVAL, pdiff); + + /* Don't bother to plot if the images are the same */ + if (plottype && !same) { + L_INFO("Images differ: output plots will be generated\n", procName); + na = pixGetGrayHistogram(pixt, 1); + numaGetNonzeroRange(na, TINY, &first, &last); + nac = numaClipToInterval(na, 0, last); + snprintf(buf, sizeof(buf), "/tmp/lept/comp/compare_gray%d", index); + gplot = gplotCreate(buf, plottype, + "Pixel Difference Histogram", "diff val", + "number of pixels"); + gplotAddPlot(gplot, NULL, nac, GPLOT_LINES, "gray"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + snprintf(buf, sizeof(buf), "/tmp/lept/comp/compare_gray%d.png", + index++); + l_fileDisplay(buf, 100, 100, 1.0); + numaDestroy(&na); + numaDestroy(&nac); + } + + if (ppixdiff) + *ppixdiff = pixCopy(NULL, pixt); + + if (prmsdiff) { + if (comptype == L_COMPARE_SUBTRACT) { /* wrong type for rms diff */ + pixDestroy(&pixt); + pixt = pixAbsDifference(pix1, pix2); + } + pixGetAverageMasked(pixt, NULL, 0, 0, 1, L_ROOT_MEAN_SQUARE, prmsdiff); + } + + pixDestroy(&pixt); + return 0; +} + + +/*! + * \brief pixCompareRGB() + * + * \param[in] pix1 32 bpp rgb + * \param[in] pix2 32 bpp rgb + * \param[in] comptype L_COMPARE_SUBTRACT, L_COMPARE_ABS_DIFF + * \param[in] plottype gplot plot output type, or 0 for no plot + * \param[out] psame [optional] 1 if pixel values are identical + * \param[out] pdiff [optional] average difference + * \param[out] prmsdiff [optional] rms of difference + * \param[out] ppixdiff [optional] pix of difference + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) See pixCompareGrayOrRGB() for details.
+ *      (2) Note: setting %plottype > 0 can result in writing named
+ *                output files.
+ *
+ */ +l_ok +pixCompareRGB(PIX *pix1, + PIX *pix2, + l_int32 comptype, + l_int32 plottype, + l_int32 *psame, + l_float32 *pdiff, + l_float32 *prmsdiff, + PIX **ppixdiff) +{ +char buf[64]; +static l_int32 index = 0; +l_int32 rsame, gsame, bsame, same, first, rlast, glast, blast, last; +l_float32 rdiff, gdiff, bdiff; +GPLOT *gplot; +NUMA *nar, *nag, *nab, *narc, *nagc, *nabc; +PIX *pixr1, *pixr2, *pixg1, *pixg2, *pixb1, *pixb2; +PIX *pixr, *pixg, *pixb; + + PROCNAME("pixCompareRGB"); + + if (psame) *psame = 0; + if (pdiff) *pdiff = 0.0; + if (prmsdiff) *prmsdiff = 0.0; + if (ppixdiff) *ppixdiff = NULL; + if (!pix1 || pixGetDepth(pix1) != 32) + return ERROR_INT("pix1 not defined or not 32 bpp", procName, 1); + if (!pix2 || pixGetDepth(pix2) != 32) + return ERROR_INT("pix2 not defined or not ew bpp", procName, 1); + if (comptype != L_COMPARE_SUBTRACT && comptype != L_COMPARE_ABS_DIFF) + return ERROR_INT("invalid comptype", procName, 1); + if (plottype < 0 || plottype >= NUM_GPLOT_OUTPUTS) + return ERROR_INT("invalid plottype", procName, 1); + + lept_mkdir("lept/comp"); + + pixr1 = pixGetRGBComponent(pix1, COLOR_RED); + pixr2 = pixGetRGBComponent(pix2, COLOR_RED); + pixg1 = pixGetRGBComponent(pix1, COLOR_GREEN); + pixg2 = pixGetRGBComponent(pix2, COLOR_GREEN); + pixb1 = pixGetRGBComponent(pix1, COLOR_BLUE); + pixb2 = pixGetRGBComponent(pix2, COLOR_BLUE); + if (comptype == L_COMPARE_SUBTRACT) { + pixr = pixSubtractGray(NULL, pixr1, pixr2); + pixg = pixSubtractGray(NULL, pixg1, pixg2); + pixb = pixSubtractGray(NULL, pixb1, pixb2); + } else { /* comptype == L_COMPARE_ABS_DIFF) */ + pixr = pixAbsDifference(pixr1, pixr2); + pixg = pixAbsDifference(pixg1, pixg2); + pixb = pixAbsDifference(pixb1, pixb2); + } + + pixZero(pixr, &rsame); + pixZero(pixg, &gsame); + pixZero(pixb, &bsame); + same = rsame && gsame && bsame; + if (same) + L_INFO("Images are pixel-wise identical\n", procName); + if (psame) *psame = same; + + if (pdiff) { + pixGetAverageMasked(pixr, NULL, 0, 0, 1, L_MEAN_ABSVAL, &rdiff); + pixGetAverageMasked(pixg, NULL, 0, 0, 1, L_MEAN_ABSVAL, &gdiff); + pixGetAverageMasked(pixb, NULL, 0, 0, 1, L_MEAN_ABSVAL, &bdiff); + *pdiff = (rdiff + gdiff + bdiff) / 3.0; + } + + /* Don't bother to plot if the images are the same */ + if (plottype && !same) { + L_INFO("Images differ: output plots will be generated\n", procName); + nar = pixGetGrayHistogram(pixr, 1); + nag = pixGetGrayHistogram(pixg, 1); + nab = pixGetGrayHistogram(pixb, 1); + numaGetNonzeroRange(nar, TINY, &first, &rlast); + numaGetNonzeroRange(nag, TINY, &first, &glast); + numaGetNonzeroRange(nab, TINY, &first, &blast); + last = L_MAX(rlast, glast); + last = L_MAX(last, blast); + narc = numaClipToInterval(nar, 0, last); + nagc = numaClipToInterval(nag, 0, last); + nabc = numaClipToInterval(nab, 0, last); + snprintf(buf, sizeof(buf), "/tmp/lept/comp/compare_rgb%d", index); + gplot = gplotCreate(buf, plottype, + "Pixel Difference Histogram", "diff val", + "number of pixels"); + gplotAddPlot(gplot, NULL, narc, GPLOT_LINES, "red"); + gplotAddPlot(gplot, NULL, nagc, GPLOT_LINES, "green"); + gplotAddPlot(gplot, NULL, nabc, GPLOT_LINES, "blue"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + snprintf(buf, sizeof(buf), "/tmp/lept/comp/compare_rgb%d.png", + index++); + l_fileDisplay(buf, 100, 100, 1.0); + numaDestroy(&nar); + numaDestroy(&nag); + numaDestroy(&nab); + numaDestroy(&narc); + numaDestroy(&nagc); + numaDestroy(&nabc); + } + + if (ppixdiff) + *ppixdiff = pixCreateRGBImage(pixr, pixg, pixb); + + if (prmsdiff) { + if (comptype == L_COMPARE_SUBTRACT) { + pixDestroy(&pixr); + pixDestroy(&pixg); + pixDestroy(&pixb); + pixr = pixAbsDifference(pixr1, pixr2); + pixg = pixAbsDifference(pixg1, pixg2); + pixb = pixAbsDifference(pixb1, pixb2); + } + pixGetAverageMasked(pixr, NULL, 0, 0, 1, L_ROOT_MEAN_SQUARE, &rdiff); + pixGetAverageMasked(pixg, NULL, 0, 0, 1, L_ROOT_MEAN_SQUARE, &gdiff); + pixGetAverageMasked(pixb, NULL, 0, 0, 1, L_ROOT_MEAN_SQUARE, &bdiff); + *prmsdiff = (rdiff + gdiff + bdiff) / 3.0; + } + + pixDestroy(&pixr1); + pixDestroy(&pixr2); + pixDestroy(&pixg1); + pixDestroy(&pixg2); + pixDestroy(&pixb1); + pixDestroy(&pixb2); + pixDestroy(&pixr); + pixDestroy(&pixg); + pixDestroy(&pixb); + return 0; +} + + +/*! + * \brief pixCompareTiled() + * + * \param[in] pix1 8 bpp or 32 bpp rgb + * \param[in] pix2 8 bpp 32 bpp rgb + * \param[in] sx, sy tile size; must be > 1 in each dimension + * \param[in] type L_MEAN_ABSVAL or L_ROOT_MEAN_SQUARE + * \param[out] ppixdiff pix of difference + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) With L_MEAN_ABSVAL, we compute for each tile the
+ *          average abs value of the pixel component difference between
+ *          the two (aligned) images.  With L_ROOT_MEAN_SQUARE, we
+ *          compute instead the rms difference over all components.
+ *      (2) The two input pix must be the same depth.  Comparison is made
+ *          using UL corner alignment.
+ *      (3) For 32 bpp, the distance between corresponding tiles
+ *          is found by averaging the measured difference over all three
+ *          components of each pixel in the tile.
+ *      (4) The result, pixdiff, contains one pixel for each source tile.
+ *
+ */ +l_ok +pixCompareTiled(PIX *pix1, + PIX *pix2, + l_int32 sx, + l_int32 sy, + l_int32 type, + PIX **ppixdiff) +{ +l_int32 d1, d2, w, h; +PIX *pixt, *pixr, *pixg, *pixb; +PIX *pixrdiff, *pixgdiff, *pixbdiff; +PIXACC *pixacc; + + PROCNAME("pixCompareTiled"); + + if (!ppixdiff) + return ERROR_INT("&pixdiff not defined", procName, 1); + *ppixdiff = NULL; + if (!pix1) + return ERROR_INT("pix1 not defined", procName, 1); + if (!pix2) + return ERROR_INT("pix2 not defined", procName, 1); + d1 = pixGetDepth(pix1); + d2 = pixGetDepth(pix2); + if (d1 != d2) + return ERROR_INT("depths not equal", procName, 1); + if (d1 != 8 && d1 != 32) + return ERROR_INT("pix1 not 8 or 32 bpp", procName, 1); + if (d2 != 8 && d2 != 32) + return ERROR_INT("pix2 not 8 or 32 bpp", procName, 1); + if (sx < 2 || sy < 2) + return ERROR_INT("sx and sy not both > 1", procName, 1); + if (type != L_MEAN_ABSVAL && type != L_ROOT_MEAN_SQUARE) + return ERROR_INT("invalid type", procName, 1); + + pixt = pixAbsDifference(pix1, pix2); + if (d1 == 8) { + *ppixdiff = pixGetAverageTiled(pixt, sx, sy, type); + } else { /* d1 == 32 */ + pixr = pixGetRGBComponent(pixt, COLOR_RED); + pixg = pixGetRGBComponent(pixt, COLOR_GREEN); + pixb = pixGetRGBComponent(pixt, COLOR_BLUE); + pixrdiff = pixGetAverageTiled(pixr, sx, sy, type); + pixgdiff = pixGetAverageTiled(pixg, sx, sy, type); + pixbdiff = pixGetAverageTiled(pixb, sx, sy, type); + pixGetDimensions(pixrdiff, &w, &h, NULL); + pixacc = pixaccCreate(w, h, 0); + pixaccAdd(pixacc, pixrdiff); + pixaccAdd(pixacc, pixgdiff); + pixaccAdd(pixacc, pixbdiff); + pixaccMultConst(pixacc, 1. / 3.); + *ppixdiff = pixaccFinal(pixacc, 8); + pixDestroy(&pixr); + pixDestroy(&pixg); + pixDestroy(&pixb); + pixDestroy(&pixrdiff); + pixDestroy(&pixgdiff); + pixDestroy(&pixbdiff); + pixaccDestroy(&pixacc); + } + pixDestroy(&pixt); + return 0; +} + + +/*------------------------------------------------------------------* + * Other measures of the difference of two images * + *------------------------------------------------------------------*/ +/*! + * \brief pixCompareRankDifference() + * + * \param[in] pix1 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] pix2 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] factor subsampling factor; use 0 or 1 for no subsampling + * \return narank numa of rank difference, or NULL on error + * + * 
+ * Notes:
+ *      (1) This answers the question: if the pixel values in each
+ *          component are compared by absolute difference, for
+ *          any value of difference, what is the fraction of
+ *          pixel pairs that have a difference of this magnitude
+ *          or greater.  For a difference of 0, the fraction is 1.0.
+ *          In this sense, it is a mapping from pixel difference to
+ *          rank order of difference.
+ *      (2) The two images are aligned at the UL corner, and do not
+ *          need to be the same size.  If they are not the same size,
+ *          the comparison will be made over overlapping pixels.
+ *      (3) If there is a colormap, it is removed and the result
+ *          is either gray or RGB depending on the colormap.
+ *      (4) If RGB, pixel differences for each component are aggregated
+ *          into a single histogram.
+ *
+ */ +NUMA * +pixCompareRankDifference(PIX *pix1, + PIX *pix2, + l_int32 factor) +{ +l_int32 i; +l_float32 *array1, *array2; +NUMA *nah, *nan, *nad; + + PROCNAME("pixCompareRankDifference"); + + if (!pix1) + return (NUMA *)ERROR_PTR("pix1 not defined", procName, NULL); + if (!pix2) + return (NUMA *)ERROR_PTR("pix2 not defined", procName, NULL); + + if ((nah = pixGetDifferenceHistogram(pix1, pix2, factor)) == NULL) + return (NUMA *)ERROR_PTR("na not made", procName, NULL); + + nan = numaNormalizeHistogram(nah, 1.0); + array1 = numaGetFArray(nan, L_NOCOPY); + + nad = numaCreate(256); + numaSetCount(nad, 256); /* all initialized to 0.0 */ + array2 = numaGetFArray(nad, L_NOCOPY); + + /* Do rank accumulation on normalized histo of diffs */ + array2[0] = 1.0; + for (i = 1; i < 256; i++) + array2[i] = array2[i - 1] - array1[i - 1]; + + numaDestroy(&nah); + numaDestroy(&nan); + return nad; +} + + +/*! + * \brief pixTestForSimilarity() + * + * \param[in] pix1 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] pix2 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] factor subsampling factor; use 0 or 1 for no subsampling + * \param[in] mindiff minimum pixel difference to be counted; > 0 + * \param[in] maxfract maximum fraction of pixels allowed to have + * diff greater than or equal to mindiff + * \param[in] maxave maximum average difference of pixels allowed for + * pixels with diff greater than or equal to + * mindiff, after subtracting mindiff + * \param[out] psimilar 1 if similar, 0 otherwise + * \param[in] details use 1 to give normalized histogram and other data + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This takes 2 pix that are the same size and determines using
+ *          3 input parameters if they are "similar".  The first parameter
+ *          %mindiff establishes a criterion of pixel-to-pixel similarity:
+ *          two pixels are not similar if their difference in value is
+ *          at least mindiff.  Then %maxfract and %maxave are thresholds
+ *          on the number and distribution of dissimilar pixels
+ *          allowed for the two pix to be similar.   If the pix are
+ *          to be similar, neither threshold can be exceeded.
+ *      (2) In setting the %maxfract and %maxave thresholds, you have
+ *          these options:
+ *            (a) Base the comparison only on %maxfract.  Then set
+ *                %maxave = 0.0 or 256.0.  (If 0, we always ignore it.)
+ *            (b) Base the comparison only on %maxave.  Then set
+ *                %maxfract = 1.0.
+ *            (c) Base the comparison on both thresholds.
+ *      (3) Example of values that can be expected at mindiff = 15 when
+ *          comparing lossless png encoding with jpeg encoding, q=75:
+ *             (smoothish bg)       fractdiff = 0.01, avediff = 2.5
+ *             (natural scene)      fractdiff = 0.13, avediff = 3.5
+ *          To identify these images as 'similar', select maxfract
+ *          and maxave to be upper bounds of what you expect.
+ *      (4) See pixGetDifferenceStats() for a discussion of why we subtract
+ *          mindiff from the computed average diff of the nonsimilar pixels
+ *          to get the 'avediff' returned by that function.
+ *      (5) If there is a colormap, it is removed and the result
+ *          is either gray or RGB depending on the colormap.
+ *      (6) If RGB, the maximum difference between pixel components is
+ *          saved in the histogram.
+ *
+ */ +l_ok +pixTestForSimilarity(PIX *pix1, + PIX *pix2, + l_int32 factor, + l_int32 mindiff, + l_float32 maxfract, + l_float32 maxave, + l_int32 *psimilar, + l_int32 details) +{ +l_float32 fractdiff, avediff; + + PROCNAME("pixTestForSimilarity"); + + if (!psimilar) + return ERROR_INT("&similar not defined", procName, 1); + *psimilar = 0; + if (!pix1) + return ERROR_INT("pix1 not defined", procName, 1); + if (!pix2) + return ERROR_INT("pix2 not defined", procName, 1); + if (pixSizesEqual(pix1, pix2) == 0) + return ERROR_INT("pix sizes not equal", procName, 1); + if (mindiff <= 0) + return ERROR_INT("mindiff must be > 0", procName, 1); + + if (pixGetDifferenceStats(pix1, pix2, factor, mindiff, + &fractdiff, &avediff, details)) + return ERROR_INT("diff stats not found", procName, 1); + + if (maxave <= 0.0) maxave = 256.0; + if (fractdiff <= maxfract && avediff <= maxave) + *psimilar = 1; + return 0; +} + + +/*! + * \brief pixGetDifferenceStats() + * + * \param[in] pix1 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] pix2 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] factor subsampling factor; use 0 or 1 for no subsampling + * \param[in] mindiff minimum pixel difference to be counted; > 0 + * \param[out] pfractdiff fraction of pixels with diff greater than or + * equal to mindiff + * \param[out] pavediff average difference of pixels with diff greater + * than or equal to mindiff, less mindiff + * \param[in] details use 1 to give normalized histogram and other data + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This takes a threshold %mindiff and describes the difference
+ *          between two images in terms of two numbers:
+ *            (a) the fraction of pixels, %fractdiff, whose difference
+ *                equals or exceeds the threshold %mindiff, and
+ *            (b) the average value %avediff of the difference in pixel value
+ *                for the pixels in the set given by (a), after you subtract
+ *                %mindiff.  The reason for subtracting %mindiff is that
+ *                you then get a useful measure for the rate of falloff
+ *                of the distribution for larger differences.  For example,
+ *                if %mindiff = 10 and you find that %avediff = 2.5, it
+ *                says that of the pixels with diff > 10, the average of
+ *                their diffs is just mindiff + 2.5 = 12.5.  This is a
+ *                fast falloff in the histogram with increasing difference.
+ *      (2) The two images are aligned at the UL corner, and do not
+ *          need to be the same size.  If they are not the same size,
+ *          the comparison will be made over overlapping pixels.
+ *      (3) If there is a colormap, it is removed and the result
+ *          is either gray or RGB depending on the colormap.
+ *      (4) If RGB, the maximum difference between pixel components is
+ *          saved in the histogram.
+ *      (5) Set %details == 1 to see the difference histogram and get
+ *          an output that shows for each value of %mindiff, what are the
+ *          minimum values required for fractdiff and avediff in order
+ *          that the two pix will be considered similar.
+ *
+ */ +l_ok +pixGetDifferenceStats(PIX *pix1, + PIX *pix2, + l_int32 factor, + l_int32 mindiff, + l_float32 *pfractdiff, + l_float32 *pavediff, + l_int32 details) +{ +l_int32 i, first, last, diff; +l_float32 fract, ave; +l_float32 *array; +NUMA *nah, *nan, *nac; + + PROCNAME("pixGetDifferenceStats"); + + if (pfractdiff) *pfractdiff = 0.0; + if (pavediff) *pavediff = 0.0; + if (!pfractdiff) + return ERROR_INT("&fractdiff not defined", procName, 1); + if (!pavediff) + return ERROR_INT("&avediff not defined", procName, 1); + if (!pix1) + return ERROR_INT("pix1 not defined", procName, 1); + if (!pix2) + return ERROR_INT("pix2 not defined", procName, 1); + if (mindiff <= 0) + return ERROR_INT("mindiff must be > 0", procName, 1); + + if ((nah = pixGetDifferenceHistogram(pix1, pix2, factor)) == NULL) + return ERROR_INT("na not made", procName, 1); + + if ((nan = numaNormalizeHistogram(nah, 1.0)) == NULL) { + numaDestroy(&nah); + return ERROR_INT("nan not made", procName, 1); + } + array = numaGetFArray(nan, L_NOCOPY); + + if (details) { + lept_mkdir("lept/comp"); + numaGetNonzeroRange(nan, 0.0, &first, &last); + nac = numaClipToInterval(nan, first, last); + gplotSimple1(nac, GPLOT_PNG, "/tmp/lept/comp/histo", + "Difference histogram"); + l_fileDisplay("/tmp/lept/comp/histo.png", 500, 0, 1.0); + fprintf(stderr, "\nNonzero values in normalized histogram:"); + numaWriteStream(stderr, nac); + numaDestroy(&nac); + fprintf(stderr, " Mindiff fractdiff avediff\n"); + fprintf(stderr, " -----------------------------------\n"); + for (diff = 1; diff < L_MIN(2 * mindiff, last); diff++) { + fract = 0.0; + ave = 0.0; + for (i = diff; i <= last; i++) { + fract += array[i]; + ave += (l_float32)i * array[i]; + } + ave = (fract == 0.0) ? 0.0 : ave / fract; + ave -= diff; + fprintf(stderr, "%5d %7.4f %7.4f\n", + diff, fract, ave); + } + fprintf(stderr, " -----------------------------------\n"); + } + + fract = 0.0; + ave = 0.0; + for (i = mindiff; i < 256; i++) { + fract += array[i]; + ave += (l_float32)i * array[i]; + } + ave = (fract == 0.0) ? 0.0 : ave / fract; + ave -= mindiff; + + *pfractdiff = fract; + *pavediff = ave; + + numaDestroy(&nah); + numaDestroy(&nan); + return 0; +} + + +/*! + * \brief pixGetDifferenceHistogram() + * + * \param[in] pix1 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] pix2 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] factor subsampling factor; use 0 or 1 for no subsampling + * \return na Numa of histogram of differences, or NULL on error + * + * 
+ * Notes:
+ *      (1) The two images are aligned at the UL corner, and do not
+ *          need to be the same size.  If they are not the same size,
+ *          the comparison will be made over overlapping pixels.
+ *      (2) If there is a colormap, it is removed and the result
+ *          is either gray or RGB depending on the colormap.
+ *      (3) If RGB, the maximum difference between pixel components is
+ *          saved in the histogram.
+ *
+ */ +NUMA * +pixGetDifferenceHistogram(PIX *pix1, + PIX *pix2, + l_int32 factor) +{ +l_int32 w1, h1, d1, w2, h2, d2, w, h, wpl1, wpl2; +l_int32 i, j, val, val1, val2; +l_int32 rval1, rval2, gval1, gval2, bval1, bval2; +l_int32 rdiff, gdiff, bdiff, maxdiff; +l_uint32 *data1, *data2, *line1, *line2; +l_float32 *array; +NUMA *na; +PIX *pixt1, *pixt2; + + PROCNAME("pixGetDifferenceHistogram"); + + if (!pix1) + return (NUMA *)ERROR_PTR("pix1 not defined", procName, NULL); + if (!pix2) + return (NUMA *)ERROR_PTR("pix2 not defined", procName, NULL); + d1 = pixGetDepth(pix1); + d2 = pixGetDepth(pix2); + if (d1 == 16 || d2 == 16) + return (NUMA *)ERROR_PTR("d == 16 not supported", procName, NULL); + if (d1 < 8 && !pixGetColormap(pix1)) + return (NUMA *)ERROR_PTR("pix1 depth < 8 bpp and not cmapped", + procName, NULL); + if (d2 < 8 && !pixGetColormap(pix2)) + return (NUMA *)ERROR_PTR("pix2 depth < 8 bpp and not cmapped", + procName, NULL); + pixt1 = pixRemoveColormap(pix1, REMOVE_CMAP_BASED_ON_SRC); + pixt2 = pixRemoveColormap(pix2, REMOVE_CMAP_BASED_ON_SRC); + pixGetDimensions(pixt1, &w1, &h1, &d1); + pixGetDimensions(pixt2, &w2, &h2, &d2); + if (d1 != d2) { + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return (NUMA *)ERROR_PTR("pix depths not equal", procName, NULL); + } + if (factor < 1) factor = 1; + + na = numaCreate(256); + numaSetCount(na, 256); /* all initialized to 0.0 */ + array = numaGetFArray(na, L_NOCOPY); + w = L_MIN(w1, w2); + h = L_MIN(h1, h2); + data1 = pixGetData(pixt1); + data2 = pixGetData(pixt2); + wpl1 = pixGetWpl(pixt1); + wpl2 = pixGetWpl(pixt2); + if (d1 == 8) { + for (i = 0; i < h; i += factor) { + line1 = data1 + i * wpl1; + line2 = data2 + i * wpl2; + for (j = 0; j < w; j += factor) { + val1 = GET_DATA_BYTE(line1, j); + val2 = GET_DATA_BYTE(line2, j); + val = L_ABS(val1 - val2); + array[val]++; + } + } + } else { /* d1 == 32 */ + for (i = 0; i < h; i += factor) { + line1 = data1 + i * wpl1; + line2 = data2 + i * wpl2; + for (j = 0; j < w; j += factor) { + extractRGBValues(line1[j], &rval1, &gval1, &bval1); + extractRGBValues(line2[j], &rval2, &gval2, &bval2); + rdiff = L_ABS(rval1 - rval2); + gdiff = L_ABS(gval1 - gval2); + bdiff = L_ABS(bval1 - bval2); + maxdiff = L_MAX(rdiff, gdiff); + maxdiff = L_MAX(maxdiff, bdiff); + array[maxdiff]++; + } + } + } + + pixDestroy(&pixt1); + pixDestroy(&pixt2); + return na; +} + + +/*! + * \brief pixGetPerceptualDiff() + * + * \param[in] pixs1 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] pixs2 8 bpp gray or 32 bpp rgb, or colormapped + * \param[in] sampling subsampling factor; use 0 or 1 for no subsampling + * \param[in] dilation size of grayscale or color Sel; odd + * \param[in] mindiff minimum pixel difference to be counted; > 0 + * \param[out] pfract fraction of pixels with diff greater than mindiff + * \param[out] ppixdiff1 [optional] showing difference (gray or color) + * \param[out] ppixdiff2 [optional] showing pixels of sufficient diff + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This takes 2 pix and determines, using 2 input parameters:
+ *           * %dilation specifies the amount of grayscale or color
+ *             dilation to apply to the images, to compensate for
+ *             a small amount of misregistration.  A typical number might
+ *             be 5, which uses a 5x5 Sel.  Grayscale dilation expands
+ *             lighter pixels into darker pixel regions.
+ *           * %mindiff determines the threshold on the difference in
+ *             pixel values to be counted -- two pixels are not similar
+ *             if their difference in value is at least %mindiff.  For
+ *             color pixels, we use the maximum component difference.
+ *      (2) The pixelwise comparison is always done with the UL corners
+ *          aligned.  The sizes of pix1 and pix2 need not be the same,
+ *          although in practice it can be useful to scale to the same size.
+ *      (3) If there is a colormap, it is removed and the result
+ *          is either gray or RGB depending on the colormap.
+ *      (4) Two optional diff images can be retrieved (typ. for debugging):
+ *           pixdiff1: the gray or color difference
+ *           pixdiff2: thresholded to 1 bpp for pixels exceeding %mindiff
+ *      (5) The returned value of fract can be compared to some threshold,
+ *          which is application dependent.
+ *      (6) This method is in analogy to the two-sided hausdorff transform,
+ *          except here it is for d > 1.  For d == 1 (see pixRankHaustest()),
+ *          we verify that when one pix1 is dilated, it covers at least a
+ *          given fraction of the pixels in pix2, and v.v.; in that
+ *          case, the two pix are sufficiently similar.  Here, we
+ *          do an analogous thing: subtract the dilated pix1 from pix2 to
+ *          get a 1-sided hausdorff-like transform.  Then do it the
+ *          other way.  Take the component-wise max of the two results,
+ *          and threshold to get the fraction of pixels with a difference
+ *          below the threshold.
+ *
+ */ +l_ok +pixGetPerceptualDiff(PIX *pixs1, + PIX *pixs2, + l_int32 sampling, + l_int32 dilation, + l_int32 mindiff, + l_float32 *pfract, + PIX **ppixdiff1, + PIX **ppixdiff2) +{ +l_int32 d1, d2, w, h, count; +PIX *pix1, *pix2, *pix3, *pix4, *pix5, *pix6, *pix7, *pix8, *pix9; +PIX *pix10, *pix11; + + PROCNAME("pixGetPerceptualDiff"); + + if (ppixdiff1) *ppixdiff1 = NULL; + if (ppixdiff2) *ppixdiff2 = NULL; + if (!pfract) + return ERROR_INT("&fract not defined", procName, 1); + *pfract = 1.0; /* init to completely different */ + if ((dilation & 1) == 0) + return ERROR_INT("dilation must be odd", procName, 1); + if (!pixs1) + return ERROR_INT("pixs1 not defined", procName, 1); + if (!pixs2) + return ERROR_INT("pixs2 not defined", procName, 1); + d1 = pixGetDepth(pixs1); + d2 = pixGetDepth(pixs2); + if (!pixGetColormap(pixs1) && d1 < 8) + return ERROR_INT("pixs1 not cmapped or >=8 bpp", procName, 1); + if (!pixGetColormap(pixs2) && d2 < 8) + return ERROR_INT("pixs2 not cmapped or >=8 bpp", procName, 1); + + /* Integer downsample if requested */ + if (sampling > 1) { + pix1 = pixScaleByIntSampling(pixs1, sampling); + pix2 = pixScaleByIntSampling(pixs2, sampling); + } else { + pix1 = pixClone(pixs1); + pix2 = pixClone(pixs2); + } + + /* Remove colormaps */ + if (pixGetColormap(pix1)) { + pix3 = pixRemoveColormap(pix1, REMOVE_CMAP_BASED_ON_SRC); + d1 = pixGetDepth(pix3); + } else { + pix3 = pixClone(pix1); + } + if (pixGetColormap(pix2)) { + pix4 = pixRemoveColormap(pix2, REMOVE_CMAP_BASED_ON_SRC); + d2 = pixGetDepth(pix4); + } else { + pix4 = pixClone(pix2); + } + pixDestroy(&pix1); + pixDestroy(&pix2); + if (d1 != d2) { + pixDestroy(&pix3); + pixDestroy(&pix4); + return ERROR_INT("pix3 and pix4 depths not equal", procName, 1); + } + + /* In each direction, do a small dilation and subtract the dilated + * image from the other image to get a one-sided difference. + * Then take the max of the differences for each direction + * and clipping each component to 255 if necessary. Note that + * for RGB images, the dilations and max selection are done + * component-wise, and the conversion to grayscale also uses the + * maximum component. The resulting grayscale images are + * thresholded using %mindiff. */ + if (d1 == 8) { + pix5 = pixDilateGray(pix3, dilation, dilation); + pixCompareGray(pix4, pix5, L_COMPARE_SUBTRACT, 0, NULL, NULL, NULL, + &pix7); + pix6 = pixDilateGray(pix4, dilation, dilation); + pixCompareGray(pix3, pix6, L_COMPARE_SUBTRACT, 0, NULL, NULL, NULL, + &pix8); + pix9 = pixMinOrMax(NULL, pix7, pix8, L_CHOOSE_MAX); + pix10 = pixThresholdToBinary(pix9, mindiff); + pixInvert(pix10, pix10); + pixCountPixels(pix10, &count, NULL); + pixGetDimensions(pix10, &w, &h, NULL); + *pfract = (l_float32)count / (l_float32)(w * h); + pixDestroy(&pix5); + pixDestroy(&pix6); + pixDestroy(&pix7); + pixDestroy(&pix8); + if (ppixdiff1) + *ppixdiff1 = pix9; + else + pixDestroy(&pix9); + if (ppixdiff2) + *ppixdiff2 = pix10; + else + pixDestroy(&pix10); + } else { /* d1 == 32 */ + pix5 = pixColorMorph(pix3, L_MORPH_DILATE, dilation, dilation); + pixCompareRGB(pix4, pix5, L_COMPARE_SUBTRACT, 0, NULL, NULL, NULL, + &pix7); + pix6 = pixColorMorph(pix4, L_MORPH_DILATE, dilation, dilation); + pixCompareRGB(pix3, pix6, L_COMPARE_SUBTRACT, 0, NULL, NULL, NULL, + &pix8); + pix9 = pixMinOrMax(NULL, pix7, pix8, L_CHOOSE_MAX); + pix10 = pixConvertRGBToGrayMinMax(pix9, L_CHOOSE_MAX); + pix11 = pixThresholdToBinary(pix10, mindiff); + pixInvert(pix11, pix11); + pixCountPixels(pix11, &count, NULL); + pixGetDimensions(pix11, &w, &h, NULL); + *pfract = (l_float32)count / (l_float32)(w * h); + pixDestroy(&pix5); + pixDestroy(&pix6); + pixDestroy(&pix7); + pixDestroy(&pix8); + pixDestroy(&pix10); + if (ppixdiff1) + *ppixdiff1 = pix9; + else + pixDestroy(&pix9); + if (ppixdiff2) + *ppixdiff2 = pix11; + else + pixDestroy(&pix11); + + } + pixDestroy(&pix3); + pixDestroy(&pix4); + return 0; +} + + +/*! + * \brief pixGetPSNR() + * + * \param[in] pix1, pix2 8 or 32 bpp; no colormap + * \param[in] factor sampling factor; >= 1 + * \param[out] ppsnr power signal/noise ratio difference + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This computes the power S/N ratio, in dB, for the difference
+ *          between two images.  By convention, the power S/N
+ *          for a grayscale image is ('log' == log base 10,
+ *          and 'ln == log base e):
+ *            PSNR = 10 * log((255/MSE)^2)
+ *                 = 4.3429 * ln((255/MSE)^2)
+ *                 = -4.3429 * ln((MSE/255)^2)
+ *          where MSE is the mean squared error.
+ *          Here are some examples:
+ *             MSE             PSNR
+ *             ---             ----
+ *             10              28.1
+ *             3               38.6
+ *             1               48.1
+ *             0.1             68.1
+ *      (2) If pix1 and pix2 have the same pixel values, the MSE = 0.0
+ *          and the PSNR is infinity.  For that case, this returns
+ *          PSNR = 1000, which corresponds to the very small MSE of
+ *          about 10^(-48).
+ *
+ */ +l_ok +pixGetPSNR(PIX *pix1, + PIX *pix2, + l_int32 factor, + l_float32 *ppsnr) +{ +l_int32 same, i, j, w, h, d, wpl1, wpl2, v1, v2, r1, g1, b1, r2, g2, b2; +l_uint32 *data1, *data2, *line1, *line2; +l_float32 mse; /* mean squared error */ + + PROCNAME("pixGetPSNR"); + + if (!ppsnr) + return ERROR_INT("&psnr not defined", procName, 1); + *ppsnr = 0.0; + if (!pix1 || !pix2) + return ERROR_INT("empty input pix", procName, 1); + if (!pixSizesEqual(pix1, pix2)) + return ERROR_INT("pix sizes unequal", procName, 1); + if (pixGetColormap(pix1)) + return ERROR_INT("pix1 has colormap", procName, 1); + if (pixGetColormap(pix2)) + return ERROR_INT("pix2 has colormap", procName, 1); + pixGetDimensions(pix1, &w, &h, &d); + if (d != 8 && d != 32) + return ERROR_INT("pix not 8 or 32 bpp", procName, 1); + if (factor < 1) + return ERROR_INT("invalid sampling factor", procName, 1); + + pixEqual(pix1, pix2, &same); + if (same) { + *ppsnr = 1000.0; /* crazy big exponent */ + return 0; + } + + data1 = pixGetData(pix1); + data2 = pixGetData(pix2); + wpl1 = pixGetWpl(pix1); + wpl2 = pixGetWpl(pix2); + mse = 0.0; + if (d == 8) { + for (i = 0; i < h; i += factor) { + line1 = data1 + i * wpl1; + line2 = data2 + i * wpl2; + for (j = 0; j < w; j += factor) { + v1 = GET_DATA_BYTE(line1, j); + v2 = GET_DATA_BYTE(line2, j); + mse += (l_float32)(v1 - v2) * (v1 - v2); + } + } + } else { /* d == 32 */ + for (i = 0; i < h; i += factor) { + line1 = data1 + i * wpl1; + line2 = data2 + i * wpl2; + for (j = 0; j < w; j += factor) { + extractRGBValues(line1[j], &r1, &g1, &b1); + extractRGBValues(line2[j], &r2, &g2, &b2); + mse += ((l_float32)(r1 - r2) * (r1 - r2) + + (g1 - g2) * (g1 - g2) + + (b1 - b2) * (b1 - b2)) / 3.0; + } + } + } + mse = mse / ((l_float32)(w) * h); + + *ppsnr = -4.3429448 * log(mse / (255 * 255)); + return 0; +} + + +/*------------------------------------------------------------------* + * Comparison of photo regions by histogram * + *------------------------------------------------------------------*/ +/*! + * \brief pixaComparePhotoRegionsByHisto() + * + * \param[in] pixa any depth; colormap OK + * \param[in] minratio requiring sizes be compatible; < 1.0 + * \param[in] textthresh threshold for text/photo; use 0 for default + * \param[in] factor subsampling; >= 1 + * \param[in] n in range {1, ... 7}. n^2 is the maximum number + * of subregions for histograms; typ. n = 3. + * \param[in] simthresh threshold for similarity; use 0 for default + * \param[out] pnai array giving similarity class indices + * \param[out] pscores [optional] score matrix as 1-D array of size N^2 + * \param[out] ppixd [optional] pix of similarity classes + * \param[in] debug 1 to output histograms; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function takes a pixa of cropped photo images and
+ *          compares each one to the others for similarity.
+ *          Each image is first tested to see if it is a photo that can
+ *          be compared by tiled histograms.  If so, it is padded to put
+ *          the centroid in the center of the image, and the histograms
+ *          are generated.  The final step of comparing each histogram
+ *          with all the others is very fast.
+ *      (2) To make the histograms, each image is subdivided in a maximum
+ *          of n^2 subimages.  The parameter %n specifies the "side" of
+ *          an n x n grid of such subimages.  If the subimages have an
+ *          aspect ratio larger than 2, the grid will change, again using n^2
+ *          as a maximum for the number of subimages.  For example,
+ *          if n == 3, but the image is 600 x 200 pixels, a 3x3 grid
+ *          would have subimages of 200 x 67 pixels, which is more
+ *          than 2:1, so we change to a 4x2 grid where each subimage
+ *          has 150 x 100 pixels.
+ *      (3) An initial filter gives %score = 0 if the ratio of widths
+ *          and heights (smallest / largest) does not exceed a
+ *          threshold %minratio.  If set at 1.0, both images must be
+ *          exactly the same size.  A typical value for %minratio is 0.9.
+ *      (4) The comparison score between two images is a value in [0.0 .. 1.0].
+ *          If the comparison score >= %simthresh, the images are placed in
+ *          the same similarity class.  Default value for %simthresh is 0.25.
+ *      (5) An array %nai of similarity class indices for pix in the
+ *          input pixa is returned.
+ *      (6) There are two debugging options:
+ *          * An optional 2D matrix of scores is returned as a 1D array.
+ *            A visualization of this is written to a temp file.
+ *          * An optional pix showing the similarity classes can be
+ *            returned.  Text in each input pix is reproduced.
+ *      (7) See the notes in pixComparePhotoRegionsByHisto() for details
+ *          on the implementation.
+ *
+ */ +l_ok +pixaComparePhotoRegionsByHisto(PIXA *pixa, + l_float32 minratio, + l_float32 textthresh, + l_int32 factor, + l_int32 n, + l_float32 simthresh, + NUMA **pnai, + l_float32 **pscores, + PIX **ppixd, + l_int32 debug) +{ +char *text; +l_int32 i, j, nim, w, h, w1, h1, w2, h2, ival, index, classid; +l_float32 score; +l_float32 *scores; +NUMA *nai, *naw, *nah; +NUMAA *naa; +NUMAA **n3a; /* array of naa */ +PIX *pix; + + PROCNAME("pixaComparePhotoRegionsByHisto"); + + if (pscores) *pscores = NULL; + if (ppixd) *ppixd = NULL; + if (!pnai) + return ERROR_INT("&na not defined", procName, 1); + *pnai = NULL; + if (!pixa) + return ERROR_INT("pixa not defined", procName, 1); + if (minratio < 0.0 || minratio > 1.0) + return ERROR_INT("minratio not in [0.0 ... 1.0]", procName, 1); + if (textthresh <= 0.0) textthresh = 1.3; + if (factor < 1) + return ERROR_INT("subsampling factor must be >= 1", procName, 1); + if (n < 1 || n > 7) { + L_WARNING("n = %d is invalid; setting to 4\n", procName, n); + n = 4; + } + if (simthresh <= 0.0) simthresh = 0.25; + if (simthresh > 1.0) + return ERROR_INT("simthresh invalid; should be near 0.25", procName, 1); + + /* Prepare the histograms */ + nim = pixaGetCount(pixa); + if ((n3a = (NUMAA **)LEPT_CALLOC(nim, sizeof(NUMAA *))) == NULL) + return ERROR_INT("calloc fail for n3a", procName, 1); + naw = numaCreate(0); + nah = numaCreate(0); + for (i = 0; i < nim; i++) { + pix = pixaGetPix(pixa, i, L_CLONE); + text = pixGetText(pix); + pixSetResolution(pix, 150, 150); + index = (debug) ? i : 0; + pixGenPhotoHistos(pix, NULL, factor, textthresh, n, + &naa, &w, &h, index); + n3a[i] = naa; + numaAddNumber(naw, w); + numaAddNumber(nah, h); + if (naa) + fprintf(stderr, "Image %s is photo\n", text); + else + fprintf(stderr, "Image %s is NOT photo\n", text); + pixDestroy(&pix); + } + + /* Do the comparisons. We are making a set of classes, where + * all similar images are placed in the same class. There are + * 'nim' input images. The classes are labeled by 'classid' (all + * similar images get the same 'classid' value), and 'nai' maps + * the classid of the image in the input array to the classid + * of the similarity class. */ + if ((scores = + (l_float32 *)LEPT_CALLOC((size_t)nim * nim, sizeof(l_float32))) + == NULL) { + L_ERROR("calloc fail for scores\n", procName); + goto cleanup; + } + nai = numaMakeConstant(-1, nim); /* classid array */ + for (i = 0, classid = 0; i < nim; i++) { + scores[nim * i + i] = 1.0; + numaGetIValue(nai, i, &ival); + if (ival != -1) /* already set */ + continue; + numaSetValue(nai, i, classid); + if (n3a[i] == NULL) { /* not a photo */ + classid++; + continue; + } + numaGetIValue(naw, i, &w1); + numaGetIValue(nah, i, &h1); + for (j = i + 1; j < nim; j++) { + numaGetIValue(nai, j, &ival); + if (ival != -1) /* already set */ + continue; + if (n3a[j] == NULL) /* not a photo */ + continue; + numaGetIValue(naw, j, &w2); + numaGetIValue(nah, j, &h2); + compareTilesByHisto(n3a[i], n3a[j], minratio, w1, h1, w2, h2, + &score, NULL); + scores[nim * i + j] = score; + scores[nim * j + i] = score; /* the score array is symmetric */ +/* fprintf(stderr, "score = %5.3f\n", score); */ + if (score > simthresh) { + numaSetValue(nai, j, classid); + fprintf(stderr, + "Setting %d similar to %d, in class %d; score %5.3f\n", + j, i, classid, score); + } + } + classid++; + } + *pnai = nai; + + /* Debug: optionally save and display the score array. + * All images that are photos are represented by a point on + * the diagonal. Other images in the same similarity class + * are on the same horizontal raster line to the right. + * The array has been symmetrized, so images in the same + * same similarity class also appear on the same column below. */ + if (pscores) { + l_int32 wpl, fact; + l_uint32 *line, *data; + PIX *pix2, *pix3; + pix2 = pixCreate(nim, nim, 8); + data = pixGetData(pix2); + wpl = pixGetWpl(pix2); + for (i = 0; i < nim; i++) { + line = data + i * wpl; + for (j = 0; j < nim; j++) { + SET_DATA_BYTE(line, j, + L_MIN(255, 4.0 * 255 * scores[nim * i + j])); + } + } + fact = L_MAX(2, 1000 / nim); + pix3 = pixExpandReplicate(pix2, fact); + fprintf(stderr, "Writing to /tmp/lept/comp/scorearray.png\n"); + lept_mkdir("lept/comp"); + pixWrite("/tmp/lept/comp/scorearray.png", pix3, IFF_PNG); + pixDestroy(&pix2); + pixDestroy(&pix3); + *pscores = scores; + } else { + LEPT_FREE(scores); + } + + /* Debug: optionally display and save the image comparisons. + * Image similarity classes are displayed by column; similar + * images are displayed in the same column. */ + if (ppixd) + *ppixd = pixaDisplayTiledByIndex(pixa, nai, 200, 20, 2, 6, 0x0000ff00); + +cleanup: + numaDestroy(&naw); + numaDestroy(&nah); + for (i = 0; i < nim; i++) + numaaDestroy(&n3a[i]); + LEPT_FREE(n3a); + return 0; +} + + +/*! + * \brief pixComparePhotoRegionsByHisto() + * + * \param[in] pix1, pix2 any depth; colormap OK + * \param[in] box1, box2 [optional] photo regions from each; can be null + * \param[in] minratio requiring sizes be compatible; < 1.0 + * \param[in] factor subsampling factor; >= 1 + * \param[in] n in range {1, ... 7}. n^2 is the maximum number + * of subregions for histograms; typ. n = 3. + * \param[out] pscore similarity score of histograms + * \param[in] debugflag 1 for debug output; 0 for no debugging + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function compares two grayscale photo regions.  If a
+ *          box is given, the region is clipped; otherwise assume
+ *          the entire images are photo regions.  This is done with a
+ *          set of not more than n^2 spatially aligned histograms, which are
+ *          aligned using the centroid of the inverse image.
+ *      (2) The parameter %n specifies the "side" of an n x n grid
+ *          of subimages.  If the subimages have an aspect ratio larger
+ *          than 2, the grid will change, using n^2 as a maximum for
+ *          the number of subimages.  For example, if n == 3, but the
+ *          image is 600 x 200 pixels, a 3x3 grid would have subimages
+ *          of 200 x 67 pixels, which is more than 2:1, so we change
+ *          to a 4x2 grid where each subimage has 150 x 100 pixels.
+ *      (3) An initial filter gives %score = 0 if the ratio of widths
+ *          and heights (smallest / largest) does not exceed a
+ *          threshold %minratio.  This must be between 0.5 and 1.0.
+ *          If set at 1.0, both images must be exactly the same size.
+ *          A typical value for %minratio is 0.9.
+ *      (4) Because this function should not be used on text or
+ *          line graphics, which can give false positive results
+ *          (i.e., high scores for different images), filter the images
+ *          using pixGenPhotoHistos(), which returns tiled histograms
+ *          only if an image is not text and comparison is expected
+ *          to work with histograms.  If either image fails the test,
+ *          the comparison returns a score of 0.0.
+ *      (5) The white value counts in the histograms are removed; they
+ *          are typically pixels that were padded to achieve alignment.
+ *      (6) For an efficient representation of the histogram, normalize
+ *          using a multiplicative factor so that the number in the
+ *          maximum bucket is 255.  It then takes 256 bytes to store.
+ *      (7) When comparing the histograms of two regions, use the
+ *          Earth Mover distance (EMD), with the histograms normalized
+ *          so that the sum over bins is the same.  Further normalize
+ *          by dividing by 255, so that the result is in [0.0 ... 1.0].
+ *      (8) Get a similarity score S = 1.0 - k * D, where
+ *            k is a constant, say in the range 5-10
+ *            D = normalized EMD
+ *          and for multiple tiles, take the Min(S) to be the final score.
+ *          Using aligned tiles gives protection against accidental
+ *          similarity of the overall grayscale histograms.
+ *          A small number of aligned tiles works well.
+ *      (9) With debug on, you get a pdf that shows, for each tile,
+ *          the images, histograms and score.
+ *
+ */ +l_ok +pixComparePhotoRegionsByHisto(PIX *pix1, + PIX *pix2, + BOX *box1, + BOX *box2, + l_float32 minratio, + l_int32 factor, + l_int32 n, + l_float32 *pscore, + l_int32 debugflag) +{ +l_int32 w1, h1, w2, h2, w1c, h1c, w2c, h2c, debugindex; +l_float32 wratio, hratio; +NUMAA *naa1, *naa2; +PIX *pix3, *pix4; +PIXA *pixa; + + PROCNAME("pixComparePhotoRegionsByHisto"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!pix1 || !pix2) + return ERROR_INT("pix1 and pix2 not both defined", procName, 1); + if (minratio < 0.5 || minratio > 1.0) + return ERROR_INT("minratio not in [0.5 ... 1.0]", procName, 1); + if (factor < 1) + return ERROR_INT("subsampling factor must be >= 1", procName, 1); + if (n < 1 || n > 7) { + L_WARNING("n = %d is invalid; setting to 4\n", procName, n); + n = 4; + } + + debugindex = 0; + if (debugflag) { + lept_mkdir("lept/comp"); + debugindex = 666; /* arbitrary number used for naming output */ + } + + /* Initial filter by size */ + if (box1) + boxGetGeometry(box1, NULL, NULL, &w1, &h1); + else + pixGetDimensions(pix1, &w1, &h1, NULL); + if (box2) + boxGetGeometry(box2, NULL, NULL, &w2, &h2); + else + pixGetDimensions(pix1, &w2, &h2, NULL); + wratio = (w1 < w2) ? (l_float32)w1 / (l_float32)w2 : + (l_float32)w2 / (l_float32)w1; + hratio = (h1 < h2) ? (l_float32)h1 / (l_float32)h2 : + (l_float32)h2 / (l_float32)h1; + if (wratio < minratio || hratio < minratio) + return 0; + + /* Initial crop, if necessary, and make histos */ + if (box1) + pix3 = pixClipRectangle(pix1, box1, NULL); + else + pix3 = pixClone(pix1); + pixGenPhotoHistos(pix3, NULL, factor, 0, n, &naa1, &w1c, &h1c, debugindex); + pixDestroy(&pix3); + if (!naa1) return 0; + if (box2) + pix4 = pixClipRectangle(pix2, box2, NULL); + else + pix4 = pixClone(pix2); + pixGenPhotoHistos(pix4, NULL, factor, 0, n, &naa2, &w2c, &h2c, debugindex); + pixDestroy(&pix4); + if (!naa2) return 0; + + /* Compare histograms */ + pixa = (debugflag) ? pixaCreate(0) : NULL; + compareTilesByHisto(naa1, naa2, minratio, w1c, h1c, w2c, h2c, pscore, pixa); + pixaDestroy(&pixa); + return 0; +} + + +/*! + * \brief pixGenPhotoHistos() + * + * \param[in] pixs depth > 1 bpp; colormap OK + * \param[in] box [optional] region to be selected; can be null + * \param[in] factor subsampling; >= 1 + * \param[in] thresh threshold for photo/text; use 0 for default + * \param[in] n in range {1, ... 7}. n^2 is the maximum number + * of subregions for histograms; typ. n = 3. + * \param[out] pnaa nx * ny 256-entry gray histograms + * \param[out] pw width of image used to make histograms + * \param[out] ph height of image used to make histograms + * \param[in] debugindex 0 for no debugging; positive integer otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This crops and converts to 8 bpp if necessary.  It adds a
+ *          minimal white boundary such that the centroid of the
+ *          photo-inverted image is in the center. This allows
+ *          automatic alignment with histograms of other image regions.
+ *      (2) The parameter %n specifies the "side" of the n x n grid
+ *          of subimages.  If the subimages have an aspect ratio larger
+ *          than 2, the grid will change, using n^2 as a maximum for
+ *          the number of subimages.  For example, if n == 3, but the
+ *          image is 600 x 200 pixels, a 3x3 grid would have subimages
+ *          of 200 x 67 pixels, which is more than 2:1, so we change
+ *          to a 4x2 grid where each subimage has 150 x 100 pixels.
+ *      (3) The white value in the histogram is removed, because of
+ *          the padding.
+ *      (4) Use 0 for conservative default (1.3) for thresh.
+ *      (5) For an efficient representation of the histogram, normalize
+ *          using a multiplicative factor so that the number in the
+ *          maximum bucket is 255.  It then takes 256 bytes to store.
+ *      (6) With %debugindex > 0, this makes a pdf that shows, for each tile,
+ *          the images and histograms.
+ *
+ */ +l_ok +pixGenPhotoHistos(PIX *pixs, + BOX *box, + l_int32 factor, + l_float32 thresh, + l_int32 n, + NUMAA **pnaa, + l_int32 *pw, + l_int32 *ph, + l_int32 debugindex) +{ +char buf[64]; +NUMAA *naa; +PIX *pix1, *pix2, *pix3, *pixm; +PIXA *pixa; + + PROCNAME("pixGenPhotoHistos"); + + if (pnaa) *pnaa = NULL; + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!pnaa) + return ERROR_INT("&naa not defined", procName, 1); + if (!pw || !ph) + return ERROR_INT("&w and &h not both defined", procName, 1); + if (!pixs || pixGetDepth(pixs) == 1) + return ERROR_INT("pixs not defined or 1 bpp", procName, 1); + if (factor < 1) + return ERROR_INT("subsampling factor must be >= 1", procName, 1); + if (thresh <= 0.0) thresh = 1.3; /* default */ + if (n < 1 || n > 7) { + L_WARNING("n = %d is invalid; setting to 4\n", procName, n); + n = 4; + } + + pixa = NULL; + if (debugindex > 0) { + pixa = pixaCreate(0); + lept_mkdir("lept/comp"); + } + + /* Initial crop, if necessary */ + if (box) + pix1 = pixClipRectangle(pixs, box, NULL); + else + pix1 = pixClone(pixs); + + /* Convert to 8 bpp and pad to center the centroid */ + pix2 = pixConvertTo8(pix1, FALSE); + pix3 = pixPadToCenterCentroid(pix2, factor); + + /* Set to 255 all pixels above 230. Do this so that light gray + * pixels do not enter into the comparison. */ + pixm = pixThresholdToBinary(pix3, 230); + pixInvert(pixm, pixm); + pixSetMaskedGeneral(pix3, pixm, 255, 0, 0); + pixDestroy(&pixm); + + if (debugindex > 0) { + PIX *pix4, *pix5, *pix6, *pix7, *pix8; + PIXA *pixa2; + pix4 = pixConvertTo32(pix2); + pix5 = pixConvertTo32(pix3); + pix6 = pixScaleToSize(pix4, 400, 0); + pix7 = pixScaleToSize(pix5, 400, 0); + pixa2 = pixaCreate(2); + pixaAddPix(pixa2, pix6, L_INSERT); + pixaAddPix(pixa2, pix7, L_INSERT); + pix8 = pixaDisplayTiledInRows(pixa2, 32, 1000, 1.0, 0, 50, 3); + pixaAddPix(pixa, pix8, L_INSERT); + pixDestroy(&pix4); + pixDestroy(&pix5); + pixaDestroy(&pixa2); + } + pixDestroy(&pix1); + pixDestroy(&pix2); + + /* Test if this is a photoimage */ + pixDecideIfPhotoImage(pix3, factor, thresh, n, &naa, pixa); + if (naa) { + *pnaa = naa; + *pw = pixGetWidth(pix3); + *ph = pixGetHeight(pix3); + } + + if (pixa) { + snprintf(buf, sizeof(buf), "/tmp/lept/comp/tiledhistos.%d.pdf", + debugindex); + fprintf(stderr, "Writing to %s\n", buf); + pixaConvertToPdf(pixa, 300, 1.0, L_FLATE_ENCODE, 0, NULL, buf); + pixaDestroy(&pixa); + } + + pixDestroy(&pix3); + return 0; +} + + +/*! + * \brief pixPadToCenterCentroid() + * + * \param[in] pixs any depth, colormap OK + * \param[in] factor subsampling for centroid; >= 1 + * \return pixd padded with white pixels, or NULL on error. + * + * 
+ * Notes:
+ *      (1) This add minimum white padding to an 8 bpp pix, such that
+ *          the centroid of the photometric inverse is in the center of
+ *          the resulting image.  Thus in computing the centroid,
+ *          black pixels have weight 255, and white pixels have weight 0.
+ *
+ */ +PIX * +pixPadToCenterCentroid(PIX *pixs, + l_int32 factor) + +{ +l_float32 cx, cy; +l_int32 xs, ys, delx, dely, icx, icy, ws, hs, wd, hd; +PIX *pix1, *pixd; + + PROCNAME("pixPadToCenterCentroid"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (factor < 1) + return (PIX *)ERROR_PTR("invalid sampling factor", procName, NULL); + + pix1 = pixConvertTo8(pixs, FALSE); + pixCentroid8(pix1, factor, &cx, &cy); + icx = (l_int32)(cx + 0.5); + icy = (l_int32)(cy + 0.5); + pixGetDimensions(pix1, &ws, &hs, NULL); + delx = ws - 2 * icx; + dely = hs - 2 * icy; + xs = L_MAX(0, delx); + ys = L_MAX(0, dely); + wd = 2 * L_MAX(icx, ws - icx); + hd = 2 * L_MAX(icy, hs - icy); + pixd = pixCreate(wd, hd, 8); + pixSetAll(pixd); /* to white */ + pixCopyResolution(pixd, pixs); + pixRasterop(pixd, xs, ys, ws, hs, PIX_SRC, pix1, 0, 0); + pixDestroy(&pix1); + return pixd; +} + + +/*! + * \brief pixCentroid8() + * + * \param[in] pixs 8 bpp + * \param[in] factor subsampling factor; >= 1 + * \param[out] pcx x value of centroid + * \param[out] pcy y value of centroid + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This first does a photometric inversion (black = 255, white = 0).
+ *          It then finds the centroid of the result.  The inversion is
+ *          done because white is usually background, so the centroid
+ *          is computed based on the "foreground" gray pixels, and the
+ *          darker the pixel, the more weight it is given.
+ *
+ */ +l_ok +pixCentroid8(PIX *pixs, + l_int32 factor, + l_float32 *pcx, + l_float32 *pcy) +{ +l_int32 i, j, w, h, wpl, val; +l_float32 sumx, sumy, sumv; +l_uint32 *data, *line; +PIX *pix1; + + PROCNAME("pixCentroid8"); + + if (pcx) *pcx = 0.0; + if (pcy) *pcy = 0.0; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs undefined or not 8 bpp", procName, 1); + if (factor < 1) + return ERROR_INT("subsampling factor must be >= 1", procName, 1); + if (!pcx || !pcy) + return ERROR_INT("&cx and &cy not both defined", procName, 1); + + pix1 = pixInvert(NULL, pixs); + pixGetDimensions(pix1, &w, &h, NULL); + data = pixGetData(pix1); + wpl = pixGetWpl(pix1); + sumx = sumy = sumv = 0.0; + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(line, j); + sumx += val * j; + sumy += val * i; + sumv += val; + } + } + pixDestroy(&pix1); + + if (sumv == 0) { + L_INFO("input image is white\n", procName); + *pcx = (l_float32)(w) / 2; + *pcy = (l_float32)(h) / 2; + } else { + *pcx = sumx / sumv; + *pcy = sumy / sumv; + } + + return 0; +} + + +/*! + * \brief pixDecideIfPhotoImage() + * + * \param[in] pix 8 bpp, centroid in center + * \param[in] factor subsampling for histograms; >= 1 + * \param[in] thresh threshold for photo/text; use 0 for default + * \param[in] n in range {1, ... 7}. n^2 is the maximum number + * of subregions for histograms; typ. n = 3. + * \param[out] pnaa array of normalized histograms + * \param[in] pixadebug [optional] use only for debug output + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The input image must be 8 bpp (no colormap), and padded with
+ *          white pixels so the centroid of photo-inverted pixels is at
+ *          the center of the image.
+ *      (2) The parameter %n specifies the "side" of the n x n grid
+ *          of subimages.  If the subimages have an aspect ratio larger
+ *          than 2, the grid will change, using n^2 as a maximum for
+ *          the number of subimages.  For example, if n == 3, but the
+ *          image is 600 x 200 pixels, a 3x3 grid would have subimages
+ *          of 200 x 67 pixels, which is more than 2:1, so we change
+ *          to a 4x2 grid where each subimage has 150 x 100 pixels.
+ *      (3) If the pix is not almost certainly a photoimage, the returned
+ *          histograms (%naa) are null.
+ *      (4) If histograms are generated, the white (255) count is set
+ *          to 0.  This removes all pixels values above 230, including
+ *          white padding from the centroid matching operation, from
+ *          consideration.  The resulting histograms are then normalized
+ *          so the maximum count is 255.
+ *      (5) Default for %thresh is 1.3; this seems sufficiently conservative.
+ *      (6) Use %pixadebug == NULL unless debug output is requested.
+ *
+ */ +l_ok +pixDecideIfPhotoImage(PIX *pix, + l_int32 factor, + l_float32 thresh, + l_int32 n, + NUMAA **pnaa, + PIXA *pixadebug) +{ +char buf[64]; +l_int32 i, w, h, nx, ny, ngrids, istext, isphoto; +l_float32 maxval, sum1, sum2, ratio; +L_BMF *bmf; +NUMA *na1, *na2, *na3, *narv; +NUMAA *naa; +PIX *pix1; +PIXA *pixa1, *pixa2, *pixa3; + + PROCNAME("pixDecideIfPhotoImage"); + + if (!pnaa) + return ERROR_INT("&naa not defined", procName, 1); + *pnaa = NULL; + if (!pix || pixGetDepth(pix) != 8 || pixGetColormap(pix)) + return ERROR_INT("pix undefined or invalid", procName, 1); + if (n < 1 || n > 7) { + L_WARNING("n = %d is invalid; setting to 4\n", procName, n); + n = 4; + } + if (thresh <= 0.0) thresh = 1.3; /* default */ + + /* Look for text lines */ + pixDecideIfText(pix, NULL, &istext, pixadebug); + if (istext) { + L_INFO("Image is text\n", procName); + return 0; + } + + /* Determine grid from n */ + pixGetDimensions(pix, &w, &h, NULL); + if (w == 0 || h == 0) + return ERROR_INT("invalid pix dimension", procName, 1); + findHistoGridDimensions(n, w, h, &nx, &ny, 1); + + /* Evaluate histograms in each tile */ + pixa1 = pixaSplitPix(pix, nx, ny, 0, 0); + ngrids = nx * ny; + bmf = (pixadebug) ? bmfCreate(NULL, 6) : NULL; + naa = numaaCreate(ngrids); + if (pixadebug) { + lept_rmdir("lept/compplot"); + lept_mkdir("lept/compplot"); + } + for (i = 0; i < ngrids; i++) { + pix1 = pixaGetPix(pixa1, i, L_CLONE); + + /* Get histograms, set white count to 0, normalize max to 255 */ + na1 = pixGetGrayHistogram(pix1, factor); + numaSetValue(na1, 255, 0); + na2 = numaWindowedMean(na1, 5); /* do some smoothing */ + numaGetMax(na2, &maxval, NULL); + na3 = numaTransform(na2, 0, 255.0 / maxval); + if (pixadebug) { + snprintf(buf, sizeof(buf), "/tmp/lept/compplot/plot.%d", i); + gplotSimple1(na3, GPLOT_PNG, buf, "Histos"); + } + + numaaAddNuma(naa, na3, L_INSERT); + numaDestroy(&na1); + numaDestroy(&na2); + pixDestroy(&pix1); + } + if (pixadebug) { + pix1 = pixaDisplayTiledInColumns(pixa1, nx, 1.0, 30, 2); + pixaAddPix(pixadebug, pix1, L_INSERT); + pixa2 = pixaReadFiles("/tmp/lept/compplot", ".png"); + pixa3 = pixaScale(pixa2, 0.4, 0.4); + pix1 = pixaDisplayTiledInColumns(pixa3, nx, 1.0, 30, 2); + pixaAddPix(pixadebug, pix1, L_INSERT); + pixaDestroy(&pixa2); + pixaDestroy(&pixa3); + } + + /* Compute the standard deviation between these histos to decide + * if the image is photo or something more like line art, + * which does not support good comparison by tiled histograms. */ + grayInterHistogramStats(naa, 5, NULL, NULL, NULL, &narv); + + /* For photos, the root variance has a larger weight of + * values in the range [50 ... 150] compared to [200 ... 230], + * than text or line art. For the latter, most of the variance + * between tiles is in the lightest parts of the image, well + * above 150. */ + numaGetSumOnInterval(narv, 50, 150, &sum1); + numaGetSumOnInterval(narv, 200, 230, &sum2); + if (sum2 == 0.0) { /* shouldn't happen */ + ratio = 0.001; /* anything very small for debug output */ + isphoto = 0; /* be conservative */ + } else { + ratio = sum1 / sum2; + isphoto = (ratio > thresh) ? 1 : 0; + } + if (pixadebug) { + if (isphoto) + L_INFO("ratio %f > %f; isphoto is true\n", + procName, ratio, thresh); + else + L_INFO("ratio %f < %f; isphoto is false\n", + procName, ratio, thresh); + } + if (isphoto) + *pnaa = naa; + else + numaaDestroy(&naa); + bmfDestroy(&bmf); + numaDestroy(&narv); + pixaDestroy(&pixa1); + return 0; +} + + +/*! + * \brief findHistoGridDimensions() + * + * \param[in] n max number of grid elements is n^2; typ. n = 3 + * \param[in] w width of image to be subdivided + * \param[in] h height of image to be subdivided + * \param[out] pnx number of grid elements in x direction + * \param[out] pny number of grid elements in y direction + * \param[in] debug 1 for debug output to stderr + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This determines the number of subdivisions to be used on
+ *          the image in each direction.  A histogram will be built
+ *          for each subimage.
+ *      (2) The parameter %n specifies the "side" of the n x n grid
+ *          of subimages.  If the subimages have an aspect ratio larger
+ *          than 2, the grid will change, using n^2 as a maximum for
+ *          the number of subimages.  For example, if n == 3, but the
+ *          image is 600 x 200 pixels, a 3x3 grid would have subimages
+ *          of 200 x 67 pixels, which is more than 2:1, so we change
+ *          to a 4x2 grid where each subimage has 150 x 100 pixels.
+ *
+ */ +static l_ok +findHistoGridDimensions(l_int32 n, + l_int32 w, + l_int32 h, + l_int32 *pnx, + l_int32 *pny, + l_int32 debug) +{ +l_int32 nx, ny, max; +l_float32 ratio; + + ratio = (l_float32)w / (l_float32)h; + max = n * n; + nx = ny = n; + while (nx > 1 && ny > 1) { + if (ratio > 2.0) { /* reduce ny */ + ny--; + nx = max / ny; + if (debug) + fprintf(stderr, "nx = %d, ny = %d, ratio w/h = %4.2f\n", + nx, ny, ratio); + } else if (ratio < 0.5) { /* reduce nx */ + nx--; + ny = max / nx; + if (debug) + fprintf(stderr, "nx = %d, ny = %d, ratio w/h = %4.2f\n", + nx, ny, ratio); + } else { /* we're ok */ + if (debug) + fprintf(stderr, "nx = %d, ny = %d, ratio w/h = %4.2f\n", + nx, ny, ratio); + break; + } + ratio = (l_float32)(ny * w) / (l_float32)(nx * h); + } + *pnx = nx; + *pny = ny; + return 0; +} + + +/*! + * \brief compareTilesByHisto() + * + * \param[in] naa1, naa2 each is a set of 256 entry histograms + * \param[in] minratio requiring image sizes be compatible; < 1.0 + * \param[in] w1, h1, w2, h2 image sizes from which histograms were made + * \param[out] pscore similarity score of histograms + * \param[in] pixadebug [optional] use only for debug output + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) naa1 and naa2 must be generated using pixGenPhotoHistos(),
+ *          using the same tile sizes.
+ *      (2) The image dimensions must be similar.  The score is 0.0
+ *          if the ratio of widths and heights (smallest / largest)
+ *          exceeds a threshold %minratio, which must be between
+ *          0.5 and 1.0.  If set at 1.0, both images must be exactly
+ *          the same size.  A typical value for %minratio is 0.9.
+ *      (3) The input pixadebug is null unless debug output is requested.
+ *
+ */ +l_ok +compareTilesByHisto(NUMAA *naa1, + NUMAA *naa2, + l_float32 minratio, + l_int32 w1, + l_int32 h1, + l_int32 w2, + l_int32 h2, + l_float32 *pscore, + PIXA *pixadebug) +{ +char buf1[128], buf2[128]; +l_int32 i, n; +l_float32 wratio, hratio, score, minscore, dist; +L_BMF *bmf; +NUMA *na1, *na2, *nadist, *nascore; + + PROCNAME("compareTilesByHisto"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!naa1 || !naa2) + return ERROR_INT("naa1 and naa2 not both defined", procName, 1); + + /* Filter for different sizes */ + wratio = (w1 < w2) ? (l_float32)w1 / (l_float32)w2 : + (l_float32)w2 / (l_float32)w1; + hratio = (h1 < h2) ? (l_float32)h1 / (l_float32)h2 : + (l_float32)h2 / (l_float32)h1; + if (wratio < minratio || hratio < minratio) { + if (pixadebug) + L_INFO("Sizes differ: wratio = %f, hratio = %f\n", + procName, wratio, hratio); + return 0; + } + n = numaaGetCount(naa1); + if (n != numaaGetCount(naa2)) { /* due to differing w/h ratio */ + L_INFO("naa1 and naa2 sizes are different\n", procName); + return 0; + } + + if (pixadebug) { + lept_rmdir("lept/comptile"); + lept_mkdir("lept/comptile"); + } + + + /* Evaluate histograms in each tile. Remove white before + * computing EMD, because there are may be a lot of white + * pixels due to padding, and we don't want to include them. + * This also makes the debug histo plots more informative. */ + minscore = 1.0; + nadist = numaCreate(n); + nascore = numaCreate(n); + bmf = (pixadebug) ? bmfCreate(NULL, 6) : NULL; + for (i = 0; i < n; i++) { + na1 = numaaGetNuma(naa1, i, L_CLONE); + na2 = numaaGetNuma(naa2, i, L_CLONE); + numaSetValue(na1, 255, 0.0); + numaSetValue(na2, 255, 0.0); + + /* To compare histograms, use the normalized earthmover distance. + * Further normalize to get the EM distance as a fraction of the + * maximum distance in the histogram (255). Finally, scale this + * up by 10.0, and subtract from 1.0 to get a similarity score. */ + numaEarthMoverDistance(na1, na2, &dist); + score = L_MAX(0.0, 1.0 - 10.0 * (dist / 255.)); + numaAddNumber(nadist, dist); + numaAddNumber(nascore, score); + minscore = L_MIN(minscore, score); + if (pixadebug) { + snprintf(buf1, sizeof(buf1), "/tmp/lept/comptile/plot.%d", i); + gplotSimple2(na1, na2, GPLOT_PNG, buf1, "Histos"); + } + numaDestroy(&na1); + numaDestroy(&na2); + } + *pscore = minscore; + + if (pixadebug) { + for (i = 0; i < n; i++) { + PIX *pix1, *pix2; + snprintf(buf1, sizeof(buf1), "/tmp/lept/comptile/plot.%d.png", i); + pix1 = pixRead(buf1); + numaGetFValue(nadist, i, &dist); + numaGetFValue(nascore, i, &score); + snprintf(buf2, sizeof(buf2), + "Image %d\ndist = %5.3f, score = %5.3f", i, dist, score); + pix2 = pixAddTextlines(pix1, bmf, buf2, 0x0000ff00, L_ADD_BELOW); + pixaAddPix(pixadebug, pix2, L_INSERT); + pixDestroy(&pix1); + } + fprintf(stderr, "Writing to /tmp/lept/comptile/comparegray.pdf\n"); + pixaConvertToPdf(pixadebug, 300, 1.0, L_FLATE_ENCODE, 0, NULL, + "/tmp/lept/comptile/comparegray.pdf"); + numaWriteDebug("/tmp/lept/comptile/scores.na", nascore); + numaWriteDebug("/tmp/lept/comptile/dists.na", nadist); + } + + bmfDestroy(&bmf); + numaDestroy(&nadist); + numaDestroy(&nascore); + return 0; +} + + +/*! + * \brief pixCompareGrayByHisto() + * + * \param[in] pix1, pix2 any depth; colormap OK + * \param[in] box1, box2 [optional] region selected from each; can be null + * \param[in] minratio requiring sizes be compatible; < 1.0 + * \param[in] maxgray max value to keep in histo; >= 200, 255 to keep all + * \param[in] factor subsampling factor; >= 1 + * \param[in] n in range {1, ... 7}. n^2 is the maximum number + * of subregions for histograms; typ. n = 3. + * \param[out] pscore similarity score of histograms + * \param[in] debugflag 1 for debug output; 0 for no debugging + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function compares two grayscale photo regions.  It can
+ *          do it with a single histogram from each region, or with a
+ *          set of spatially aligned histograms.  For both cases,
+ *          align the regions using the centroid of the inverse image,
+ *          and crop to the smallest of the two.
+ *      (2) The parameter %n specifies the "side" of an n x n grid
+ *          of subimages.  If the subimages have an aspect ratio larger
+ *          than 2, the grid will change, using n^2 as a maximum for
+ *          the number of subimages.  For example, if n == 3, but the
+ *          image is 600 x 200 pixels, a 3x3 grid would have subimages
+ *          of 200 x 67 pixels, which is more than 2:1, so we change
+ *          to a 4x2 grid where each subimage has 150 x 100 pixels.
+ *      (3) An initial filter gives %score = 0 if the ratio of widths
+ *          and heights (smallest / largest) does not exceed a
+ *          threshold %minratio.  This must be between 0.5 and 1.0.
+ *          If set at 1.0, both images must be exactly the same size.
+ *          A typical value for %minratio is 0.9.
+ *      (4) The lightest values in the histogram can be disregarded.
+ *          Set %maxgray to the lightest value to be kept.  For example,
+ *          to eliminate white (255), set %maxgray = 254.  %maxgray must
+ *          be >= 200.
+ *      (5) For an efficient representation of the histogram, normalize
+ *          using a multiplicative factor so that the number in the
+ *          maximum bucket is 255.  It then takes 256 bytes to store.
+ *      (6) When comparing the histograms of two regions:
+ *          ~ Use %maxgray = 254 to ignore the white pixels, the number
+ *            of which may be sensitive to the crop region if the pixels
+ *            outside that region are white.
+ *          ~ Use the Earth Mover distance (EMD), with the histograms
+ *            normalized so that the sum over bins is the same.
+ *            Further normalize by dividing by 255, so that the result
+ *            is in [0.0 ... 1.0].
+ *      (7) Get a similarity score S = 1.0 - k * D, where
+ *            k is a constant, say in the range 5-10
+ *            D = normalized EMD
+ *          and for multiple tiles, take the Min(S) to be the final score.
+ *          Using aligned tiles gives protection against accidental
+ *          similarity of the overall grayscale histograms.
+ *          A small number of aligned tiles works well.
+ *      (8) With debug on, you get a pdf that shows, for each tile,
+ *          the images, histograms and score.
+ *      (9) When to use:
+ *          (a) Because this function should not be used on text or
+ *              line graphics, which can give false positive results
+ *              (i.e., high scores for different images), the input
+ *              images should be filtered.
+ *          (b) To filter, first use pixDecideIfText().  If that function
+ *              says the image is text, do not use it.  If the function
+ *              says it is not text, it still may be line graphics, and
+ *              in that case, use:
+ *                 pixGetGrayHistogramTiled()
+ *                 grayInterHistogramStats()
+ *              to determine whether it is photo or line graphics.
+ *
+ */ +l_ok +pixCompareGrayByHisto(PIX *pix1, + PIX *pix2, + BOX *box1, + BOX *box2, + l_float32 minratio, + l_int32 maxgray, + l_int32 factor, + l_int32 n, + l_float32 *pscore, + l_int32 debugflag) +{ +l_int32 w1, h1, w2, h2; +l_float32 wratio, hratio; +BOX *box3, *box4; +PIX *pix3, *pix4, *pix5, *pix6, *pix7, *pix8; +PIXA *pixa; + + PROCNAME("pixCompareGrayByHisto"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!pix1 || !pix2) + return ERROR_INT("pix1 and pix2 not both defined", procName, 1); + if (minratio < 0.5 || minratio > 1.0) + return ERROR_INT("minratio not in [0.5 ... 1.0]", procName, 1); + if (maxgray < 200) + return ERROR_INT("invalid maxgray; should be >= 200", procName, 1); + maxgray = L_MIN(255, maxgray); + if (factor < 1) + return ERROR_INT("subsampling factor must be >= 1", procName, 1); + if (n < 1 || n > 7) { + L_WARNING("n = %d is invalid; setting to 4\n", procName, n); + n = 4; + } + + if (debugflag) + lept_mkdir("lept/comp"); + + /* Initial filter by size */ + if (box1) + boxGetGeometry(box1, NULL, NULL, &w1, &h1); + else + pixGetDimensions(pix1, &w1, &h1, NULL); + if (box2) + boxGetGeometry(box2, NULL, NULL, &w2, &h2); + else + pixGetDimensions(pix1, &w2, &h2, NULL); + wratio = (w1 < w2) ? (l_float32)w1 / (l_float32)w2 : + (l_float32)w2 / (l_float32)w1; + hratio = (h1 < h2) ? (l_float32)h1 / (l_float32)h2 : + (l_float32)h2 / (l_float32)h1; + if (wratio < minratio || hratio < minratio) + return 0; + + /* Initial crop, if necessary */ + if (box1) + pix3 = pixClipRectangle(pix1, box1, NULL); + else + pix3 = pixClone(pix1); + if (box2) + pix4 = pixClipRectangle(pix2, box2, NULL); + else + pix4 = pixClone(pix2); + + /* Convert to 8 bpp, align centroids and do maximal crop */ + pix5 = pixConvertTo8(pix3, FALSE); + pix6 = pixConvertTo8(pix4, FALSE); + pixCropAlignedToCentroid(pix5, pix6, factor, &box3, &box4); + pix7 = pixClipRectangle(pix5, box3, NULL); + pix8 = pixClipRectangle(pix6, box4, NULL); + pixa = (debugflag) ? pixaCreate(0) : NULL; + if (debugflag) { + PIX *pix9, *pix10, *pix11, *pix12, *pix13; + PIXA *pixa2; + pix9 = pixConvertTo32(pix5); + pix10 = pixConvertTo32(pix6); + pixRenderBoxArb(pix9, box3, 2, 255, 0, 0); + pixRenderBoxArb(pix10, box4, 2, 255, 0, 0); + pix11 = pixScaleToSize(pix9, 400, 0); + pix12 = pixScaleToSize(pix10, 400, 0); + pixa2 = pixaCreate(2); + pixaAddPix(pixa2, pix11, L_INSERT); + pixaAddPix(pixa2, pix12, L_INSERT); + pix13 = pixaDisplayTiledInRows(pixa2, 32, 1000, 1.0, 0, 50, 0); + pixaAddPix(pixa, pix13, L_INSERT); + pixDestroy(&pix9); + pixDestroy(&pix10); + pixaDestroy(&pixa2); + } + pixDestroy(&pix3); + pixDestroy(&pix4); + pixDestroy(&pix5); + pixDestroy(&pix6); + boxDestroy(&box3); + boxDestroy(&box4); + + /* Tile and compare histograms */ + pixCompareTilesByHisto(pix7, pix8, maxgray, factor, n, pscore, pixa); + pixaDestroy(&pixa); + pixDestroy(&pix7); + pixDestroy(&pix8); + return 0; +} + + +/*! + * \brief pixCompareTilesByHisto() + * + * \param[in] pix1, pix2 8 bpp + * \param[in] maxgray max value to keep in histo; 255 to keep all + * \param[in] factor subsampling factor; >= 1 + * \param[in] n see pixCompareGrayByHisto() + * \param[out] pscore similarity score of histograms + * \param[in] pixadebug [optional] use only for debug output + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This static function is only called from pixCompareGrayByHisto().
+ *          The input images have been converted to 8 bpp if necessary,
+ *          aligned and cropped.
+ *      (2) The input pixadebug is null unless debug output is requested.
+ *      (3) See pixCompareGrayByHisto() for details.
+ *
+ */ +static l_ok +pixCompareTilesByHisto(PIX *pix1, + PIX *pix2, + l_int32 maxgray, + l_int32 factor, + l_int32 n, + l_float32 *pscore, + PIXA *pixadebug) +{ +char buf[64]; +l_int32 w, h, i, j, nx, ny, ngr; +l_float32 score, minscore, maxval1, maxval2, dist; +L_BMF *bmf; +NUMA *na1, *na2, *na3, *na4, *na5, *na6, *na7; +PIX *pix3, *pix4; +PIXA *pixa1, *pixa2; + + PROCNAME("pixCompareTilesByHisto"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!pix1 || !pix2) + return ERROR_INT("pix1 and pix2 not both defined", procName, 1); + + /* Determine grid from n */ + pixGetDimensions(pix1, &w, &h, NULL); + findHistoGridDimensions(n, w, h, &nx, &ny, 1); + ngr = nx * ny; + + /* Evaluate histograms in each tile */ + pixa1 = pixaSplitPix(pix1, nx, ny, 0, 0); + pixa2 = pixaSplitPix(pix2, nx, ny, 0, 0); + na7 = (pixadebug) ? numaCreate(ngr) : NULL; + bmf = (pixadebug) ? bmfCreate(NULL, 6) : NULL; + minscore = 1.0; + for (i = 0; i < ngr; i++) { + pix3 = pixaGetPix(pixa1, i, L_CLONE); + pix4 = pixaGetPix(pixa2, i, L_CLONE); + + /* Get histograms, set white count to 0, normalize max to 255 */ + na1 = pixGetGrayHistogram(pix3, factor); + na2 = pixGetGrayHistogram(pix4, factor); + if (maxgray < 255) { + for (j = maxgray + 1; j <= 255; j++) { + numaSetValue(na1, j, 0); + numaSetValue(na2, j, 0); + } + } + na3 = numaWindowedMean(na1, 5); + na4 = numaWindowedMean(na2, 5); + numaGetMax(na3, &maxval1, NULL); + numaGetMax(na4, &maxval2, NULL); + na5 = numaTransform(na3, 0, 255.0 / maxval1); + na6 = numaTransform(na4, 0, 255.0 / maxval2); + if (pixadebug) { + gplotSimple2(na5, na6, GPLOT_PNG, "/tmp/lept/comp/plot1", "Histos"); + } + + /* To compare histograms, use the normalized earthmover distance. + * Further normalize to get the EM distance as a fraction of the + * maximum distance in the histogram (255). Finally, scale this + * up by 10.0, and subtract from 1.0 to get a similarity score. */ + numaEarthMoverDistance(na5, na6, &dist); + score = L_MAX(0.0, 1.0 - 8.0 * (dist / 255.)); + if (pixadebug) numaAddNumber(na7, score); + minscore = L_MIN(minscore, score); + if (pixadebug) { + PIX *pix5, *pix6, *pix7, *pix8, *pix9, *pix10; + PIXA *pixa3; + l_int32 w, h, wscale; + pixa3 = pixaCreate(3); + pixGetDimensions(pix3, &w, &h, NULL); + wscale = (w > h) ? 700 : 400; + pix5 = pixScaleToSize(pix3, wscale, 0); + pix6 = pixScaleToSize(pix4, wscale, 0); + pixaAddPix(pixa3, pix5, L_INSERT); + pixaAddPix(pixa3, pix6, L_INSERT); + pix7 = pixRead("/tmp/lept/comp/plot1.png"); + pix8 = pixScaleToSize(pix7, 700, 0); + snprintf(buf, sizeof(buf), "%5.3f", score); + pix9 = pixAddTextlines(pix8, bmf, buf, 0x0000ff00, L_ADD_RIGHT); + pixaAddPix(pixa3, pix9, L_INSERT); + pix10 = pixaDisplayTiledInRows(pixa3, 32, 1000, 1.0, 0, 50, 0); + pixaAddPix(pixadebug, pix10, L_INSERT); + pixDestroy(&pix7); + pixDestroy(&pix8); + pixaDestroy(&pixa3); + } + numaDestroy(&na1); + numaDestroy(&na2); + numaDestroy(&na3); + numaDestroy(&na4); + numaDestroy(&na5); + numaDestroy(&na6); + pixDestroy(&pix3); + pixDestroy(&pix4); + } + *pscore = minscore; + + if (pixadebug) { + pixaConvertToPdf(pixadebug, 300, 1.0, L_FLATE_ENCODE, 0, NULL, + "/tmp/lept/comp/comparegray.pdf"); + numaWriteDebug("/tmp/lept/comp/tilescores.na", na7); + } + + bmfDestroy(&bmf); + numaDestroy(&na7); + pixaDestroy(&pixa1); + pixaDestroy(&pixa2); + return 0; +} + + +/*! + * \brief pixCropAlignedToCentroid() + * + * \param[in] pix1, pix2 any depth; colormap OK + * \param[in] factor subsampling; >= 1 + * \param[out] pbox1 crop box for pix1 + * \param[out] pbox2 crop box for pix2 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This finds the maximum crop boxes for two 8 bpp images when
+ *          their centroids of their photometric inverses are aligned.
+ *          Black pixels have weight 255; white pixels have weight 0.
+ *
+ */ +l_ok +pixCropAlignedToCentroid(PIX *pix1, + PIX *pix2, + l_int32 factor, + BOX **pbox1, + BOX **pbox2) +{ +l_float32 cx1, cy1, cx2, cy2; +l_int32 w1, h1, w2, h2, icx1, icy1, icx2, icy2; +l_int32 xm, xm1, xm2, xp, xp1, xp2, ym, ym1, ym2, yp, yp1, yp2; +PIX *pix3, *pix4; + + PROCNAME("pixCropAlignedToCentroid"); + + if (pbox1) *pbox1 = NULL; + if (pbox2) *pbox2 = NULL; + if (!pix1 || !pix2) + return ERROR_INT("pix1 and pix2 not both defined", procName, 1); + if (factor < 1) + return ERROR_INT("subsampling factor must be >= 1", procName, 1); + if (!pbox1 || !pbox2) + return ERROR_INT("&box1 and &box2 not both defined", procName, 1); + + pix3 = pixConvertTo8(pix1, FALSE); + pix4 = pixConvertTo8(pix2, FALSE); + pixCentroid8(pix3, factor, &cx1, &cy1); + pixCentroid8(pix4, factor, &cx2, &cy2); + pixGetDimensions(pix3, &w1, &h1, NULL); + pixGetDimensions(pix4, &w2, &h2, NULL); + pixDestroy(&pix3); + pixDestroy(&pix4); + + icx1 = (l_int32)(cx1 + 0.5); + icy1 = (l_int32)(cy1 + 0.5); + icx2 = (l_int32)(cx2 + 0.5); + icy2 = (l_int32)(cy2 + 0.5); + xm = L_MIN(icx1, icx2); + xm1 = icx1 - xm; + xm2 = icx2 - xm; + xp = L_MIN(w1 - icx1, w2 - icx2); /* one pixel beyond to the right */ + xp1 = icx1 + xp; + xp2 = icx2 + xp; + ym = L_MIN(icy1, icy2); + ym1 = icy1 - ym; + ym2 = icy2 - ym; + yp = L_MIN(h1 - icy1, h2 - icy2); /* one pixel below the bottom */ + yp1 = icy1 + yp; + yp2 = icy2 + yp; + *pbox1 = boxCreate(xm1, ym1, xp1 - xm1, yp1 - ym1); + *pbox2 = boxCreate(xm2, ym2, xp2 - xm2, yp2 - ym2); + return 0; +} + + +/*! + * \brief l_compressGrayHistograms() + * + * \param[in] naa set of 256-entry histograms + * \param[in] w, h size of image + * \param[out] psize size of byte array + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This first writes w and h to the byte array as 4 byte ints.
+ *      (2) Then it normalizes each histogram to a max value of 255,
+ *          and saves each value as a byte.  If there are
+ *          N histograms, the output bytearray has 8 + 256 * N bytes.
+ *      (3) Further compression of the array with zlib yields only about
+ *          a 25% decrease in size, so we don't bother.  If size reduction
+ *          were important, a lossy transform using a 1-dimensional DCT
+ *          would be effective, because we don't care about the fine
+ *          details of these histograms.
+ *
+ */ +l_uint8 * +l_compressGrayHistograms(NUMAA *naa, + l_int32 w, + l_int32 h, + size_t *psize) +{ +l_uint8 *bytea; +l_int32 i, j, n, nn, ival; +l_float32 maxval; +NUMA *na1, *na2; + + PROCNAME("l_compressGrayHistograms"); + + if (!psize) + return (l_uint8 *)ERROR_PTR("&size not defined", procName, NULL); + *psize = 0; + if (!naa) + return (l_uint8 *)ERROR_PTR("naa not defined", procName, NULL); + n = numaaGetCount(naa); + for (i = 0; i < n; i++) { + nn = numaaGetNumaCount(naa, i); + if (nn != 256) { + L_ERROR("%d numbers in numa[%d]\n", procName, nn, i); + return NULL; + } + } + + if ((bytea = (l_uint8 *)LEPT_CALLOC(8 + 256 * n, sizeof(l_uint8))) == NULL) + return (l_uint8 *)ERROR_PTR("bytea not made", procName, NULL); + *psize = 8 + 256 * n; + l_setDataFourBytes(bytea, 0, w); + l_setDataFourBytes(bytea, 1, h); + for (i = 0; i < n; i++) { + na1 = numaaGetNuma(naa, i, L_COPY); + numaGetMax(na1, &maxval, NULL); + na2 = numaTransform(na1, 0, 255.0 / maxval); + for (j = 0; j < 256; j++) { + numaGetIValue(na2, j, &ival); + bytea[8 + 256 * i + j] = ival; + } + numaDestroy(&na1); + numaDestroy(&na2); + } + + return bytea; +} + + +/*! + * \brief l_uncompressGrayHistograms() + * + * \param[in] bytea byte array of size 8 + 256 * N, N an integer + * \param[in] size size of byte array + * \param[out] pw width of the image that generated the histograms + * \param[out] ph height of the image + * \return numaa representing N histograms, each with 256 bins, + * or NULL on error. + * + * 
+ * Notes:
+ *      (1) The first 8 bytes are read as two 32-bit ints.
+ *      (2) Then this constructs a numaa representing some number of
+ *          gray histograms that are normalized such that the max value
+ *          in each histogram is 255.  The data is stored as a byte
+ *          array, with 256 bytes holding the data for each histogram.
+ *          Each gray histogram was computed from a tile of a grayscale image.
+ *
+ */ +NUMAA * +l_uncompressGrayHistograms(l_uint8 *bytea, + size_t size, + l_int32 *pw, + l_int32 *ph) +{ +l_int32 i, j, n; +NUMA *na; +NUMAA *naa; + + PROCNAME("l_uncompressGrayHistograms"); + + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!pw || !ph) + return (NUMAA *)ERROR_PTR("&w and &h not both defined", procName, NULL); + if (!bytea) + return (NUMAA *)ERROR_PTR("bytea not defined", procName, NULL); + n = (size - 8) / 256; + if ((size - 8) % 256 != 0) + return (NUMAA *)ERROR_PTR("bytea size is invalid", procName, NULL); + + *pw = l_getDataFourBytes(bytea, 0); + *ph = l_getDataFourBytes(bytea, 1); + naa = numaaCreate(n); + for (i = 0; i < n; i++) { + na = numaCreate(256); + for (j = 0; j < 256; j++) + numaAddNumber(na, bytea[8 + 256 * i + j]); + numaaAddNuma(naa, na, L_INSERT); + } + + return naa; +} + + +/*------------------------------------------------------------------* + * Translated images at the same resolution * + *------------------------------------------------------------------*/ +/*! + * \brief pixCompareWithTranslation() + * + * \param[in] pix1, pix2 any depth; colormap OK + * \param[in] thresh threshold for converting to 1 bpp + * \param[out] pdelx x translation on pix2 to align with pix1 + * \param[out] pdely y translation on pix2 to align with pix1 + * \param[out] pscore correlation score at best alignment + * \param[in] debugflag 1 for debug output; 0 for no debugging + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This does a coarse-to-fine search for best translational
+ *          alignment of two images, measured by a scoring function
+ *          that is the correlation between the fg pixels.
+ *      (2) The threshold is used if the images aren't 1 bpp.
+ *      (3) With debug on, you get a pdf that shows, as a grayscale
+ *          image, the score as a function of shift from the initial
+ *          estimate, for each of the four levels.  The shift is 0 at
+ *          the center of the image.
+ *      (4) With debug on, you also get a pdf that shows the
+ *          difference at the best alignment between the two images,
+ *          at each of the four levels.  The red and green pixels
+ *          show locations where one image has a fg pixel and the
+ *          other doesn't.  The black pixels are where both images
+ *          have fg pixels, and white pixels are where neither image
+ *          has fg pixels.
+ *
+ */ +l_ok +pixCompareWithTranslation(PIX *pix1, + PIX *pix2, + l_int32 thresh, + l_int32 *pdelx, + l_int32 *pdely, + l_float32 *pscore, + l_int32 debugflag) +{ +l_uint8 *subtab; +l_int32 i, level, area1, area2, delx, dely; +l_int32 etransx, etransy, maxshift, dbint; +l_int32 *stab, *ctab; +l_float32 cx1, cx2, cy1, cy2, score; +PIX *pixb1, *pixb2, *pixt1, *pixt2, *pixt3, *pixt4; +PIXA *pixa1, *pixa2, *pixadb; + + PROCNAME("pixCompareWithTranslation"); + + if (pdelx) *pdelx = 0; + if (pdely) *pdely = 0; + if (pscore) *pscore = 0.0; + if (!pdelx || !pdely) + return ERROR_INT("&delx and &dely not defined", procName, 1); + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + if (!pix1) + return ERROR_INT("pix1 not defined", procName, 1); + if (!pix2) + return ERROR_INT("pix2 not defined", procName, 1); + + /* Make tables */ + subtab = makeSubsampleTab2x(); + stab = makePixelSumTab8(); + ctab = makePixelCentroidTab8(); + + /* Binarize each image */ + pixb1 = pixConvertTo1(pix1, thresh); + pixb2 = pixConvertTo1(pix2, thresh); + + /* Make a cascade of 2x reduced images for each, thresholding + * with level 2 (neutral), down to 8x reduction */ + pixa1 = pixaCreate(4); + pixa2 = pixaCreate(4); + if (debugflag) + pixadb = pixaCreate(4); + pixaAddPix(pixa1, pixb1, L_INSERT); + pixaAddPix(pixa2, pixb2, L_INSERT); + for (i = 0; i < 3; i++) { + pixt1 = pixReduceRankBinary2(pixb1, 2, subtab); + pixt2 = pixReduceRankBinary2(pixb2, 2, subtab); + pixaAddPix(pixa1, pixt1, L_INSERT); + pixaAddPix(pixa2, pixt2, L_INSERT); + pixb1 = pixt1; + pixb2 = pixt2; + } + + /* At the lowest level, use the centroids with a maxshift of 6 + * to search for the best alignment. Then at higher levels, + * use the result from the level below as the initial approximation + * for the alignment, and search with a maxshift of 2. */ + for (level = 3; level >= 0; level--) { + pixt1 = pixaGetPix(pixa1, level, L_CLONE); + pixt2 = pixaGetPix(pixa2, level, L_CLONE); + pixCountPixels(pixt1, &area1, stab); + pixCountPixels(pixt2, &area2, stab); + if (level == 3) { + pixCentroid(pixt1, ctab, stab, &cx1, &cy1); + pixCentroid(pixt2, ctab, stab, &cx2, &cy2); + etransx = lept_roundftoi(cx1 - cx2); + etransy = lept_roundftoi(cy1 - cy2); + maxshift = 6; + } else { + etransx = 2 * delx; + etransy = 2 * dely; + maxshift = 2; + } + dbint = (debugflag) ? level + 1 : 0; + pixBestCorrelation(pixt1, pixt2, area1, area2, etransx, etransy, + maxshift, stab, &delx, &dely, &score, dbint); + if (debugflag) { + fprintf(stderr, "Level %d: delx = %d, dely = %d, score = %7.4f\n", + level, delx, dely, score); + pixRasteropIP(pixt2, delx, dely, L_BRING_IN_WHITE); + pixt3 = pixDisplayDiffBinary(pixt1, pixt2); + pixt4 = pixExpandReplicate(pixt3, 8 / (1 << (3 - level))); + pixaAddPix(pixadb, pixt4, L_INSERT); + pixDestroy(&pixt3); + } + pixDestroy(&pixt1); + pixDestroy(&pixt2); + } + + if (debugflag) { + pixaConvertToPdf(pixadb, 300, 1.0, L_FLATE_ENCODE, 0, NULL, + "/tmp/lept/comp/compare.pdf"); + convertFilesToPdf("/tmp/lept/comp", "correl_", 30, 1.0, L_FLATE_ENCODE, + 0, "Correlation scores at levels 1 through 5", + "/tmp/lept/comp/correl.pdf"); + pixaDestroy(&pixadb); + } + + *pdelx = delx; + *pdely = dely; + *pscore = score; + pixaDestroy(&pixa1); + pixaDestroy(&pixa2); + LEPT_FREE(subtab); + LEPT_FREE(stab); + LEPT_FREE(ctab); + return 0; +} + + +/*! + * \brief pixBestCorrelation() + * + * \param[in] pix1 1 bpp + * \param[in] pix2 1 bpp + * \param[in] area1 number of on pixels in pix1 + * \param[in] area2 number of on pixels in pix2 + * \param[in] etransx estimated x translation of pix2 to align with pix1 + * \param[in] etransy estimated y translation of pix2 to align with pix1 + * \param[in] maxshift max x and y shift of pix2, around the estimated + * alignment location, relative to pix1 + * \param[in] tab8 [optional] sum tab for ON pixels in byte; can be NULL + * \param[out] pdelx [optional] best x shift of pix2 relative to pix1 + * \param[out] pdely [optional] best y shift of pix2 relative to pix1 + * \param[out] pscore [optional] maximum score found; can be NULL + * \param[in] debugflag <= 0 to skip; positive to generate output. + * The integer is used to label the debug image. + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This maximizes the correlation score between two 1 bpp images,
+ *          by starting with an estimate of the alignment
+ *          (%etransx, %etransy) and computing the correlation around this.
+ *          It optionally returns the shift (%delx, %dely) that maximizes
+ *          the correlation score when pix2 is shifted by this amount
+ *          relative to pix1.
+ *      (2) Get the centroids of pix1 and pix2, using pixCentroid(),
+ *          to compute (%etransx, %etransy).  Get the areas using
+ *          pixCountPixels().
+ *      (3) The centroid of pix2 is shifted with respect to the centroid
+ *          of pix1 by all values between -maxshiftx and maxshiftx,
+ *          and likewise for the y shifts.  Therefore, the number of
+ *          correlations computed is:
+ *               (2 * maxshiftx + 1) * (2 * maxshifty + 1)
+ *          Consequently, if pix1 and pix2 are large, you should do this
+ *          in a coarse-to-fine sequence.  See the use of this function
+ *          in pixCompareWithTranslation().
+ *
+ */ +l_ok +pixBestCorrelation(PIX *pix1, + PIX *pix2, + l_int32 area1, + l_int32 area2, + l_int32 etransx, + l_int32 etransy, + l_int32 maxshift, + l_int32 *tab8, + l_int32 *pdelx, + l_int32 *pdely, + l_float32 *pscore, + l_int32 debugflag) +{ +l_int32 shiftx, shifty, delx, dely; +l_int32 *tab; +l_float32 maxscore, score; +FPIX *fpix; +PIX *pix3, *pix4; + + PROCNAME("pixBestCorrelation"); + + if (pdelx) *pdelx = 0; + if (pdely) *pdely = 0; + if (pscore) *pscore = 0.0; + if (!pix1 || pixGetDepth(pix1) != 1) + return ERROR_INT("pix1 not defined or not 1 bpp", procName, 1); + if (!pix2 || pixGetDepth(pix2) != 1) + return ERROR_INT("pix2 not defined or not 1 bpp", procName, 1); + if (!area1 || !area2) + return ERROR_INT("areas must be > 0", procName, 1); + + if (debugflag > 0) + fpix = fpixCreate(2 * maxshift + 1, 2 * maxshift + 1); + + if (!tab8) + tab = makePixelSumTab8(); + else + tab = tab8; + + /* Search over a set of {shiftx, shifty} for the max */ + maxscore = 0; + delx = etransx; + dely = etransy; + for (shifty = -maxshift; shifty <= maxshift; shifty++) { + for (shiftx = -maxshift; shiftx <= maxshift; shiftx++) { + pixCorrelationScoreShifted(pix1, pix2, area1, area2, + etransx + shiftx, + etransy + shifty, tab, &score); + if (debugflag > 0) { + fpixSetPixel(fpix, maxshift + shiftx, maxshift + shifty, + 1000.0 * score); +/* fprintf(stderr, "(sx, sy) = (%d, %d): score = %6.4f\n", + shiftx, shifty, score); */ + } + if (score > maxscore) { + maxscore = score; + delx = etransx + shiftx; + dely = etransy + shifty; + } + } + } + + if (debugflag > 0) { + lept_mkdir("lept/comp"); + char buf[128]; + pix3 = fpixDisplayMaxDynamicRange(fpix); + pix4 = pixExpandReplicate(pix3, 20); + snprintf(buf, sizeof(buf), "/tmp/lept/comp/correl_%d.png", + debugflag); + pixWrite(buf, pix4, IFF_PNG); + pixDestroy(&pix3); + pixDestroy(&pix4); + fpixDestroy(&fpix); + } + + if (pdelx) *pdelx = delx; + if (pdely) *pdely = dely; + if (pscore) *pscore = maxscore; + if (!tab8) LEPT_FREE(tab); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/config_auto.h b/3rdparty/hgOCR/leptonica/config_auto.h new file mode 100644 index 00000000..63f9492f --- /dev/null +++ b/3rdparty/hgOCR/leptonica/config_auto.h @@ -0,0 +1,9 @@ +#define HAVE_LIBJPEG 0 +#define HAVE_LIBTIFF 0 +#define HAVE_LIBPNG 0 +#define HAVE_LIBZ 1 +#define HAVE_LIBGIF 0 +#define HAVE_LIBUNGIF 0 +#define HAVE_LIBWEBP 0 +#define HAVE_LIBJP2K 0 +#define LIBJP2K_HEADER \ No newline at end of file diff --git a/3rdparty/hgOCR/leptonica/conncomp.c b/3rdparty/hgOCR/leptonica/conncomp.c new file mode 100644 index 00000000..bd7aecba --- /dev/null +++ b/3rdparty/hgOCR/leptonica/conncomp.c @@ -0,0 +1,1242 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file conncomp.c + * 
+ *
+ *    Connected component counting and extraction, using Heckbert's
+ *    stack-based filling algorithm.
+ *
+ *      4- and 8-connected components: counts, bounding boxes and images
+ *
+ *      Top-level calls:
+ *            BOXA     *pixConnComp()
+ *            BOXA     *pixConnCompPixa()
+ *            BOXA     *pixConnCompBB()
+ *            l_int32   pixCountConnComp()
+ *
+ *      Identify the next c.c. to be erased:
+ *            l_int32   nextOnPixelInRaster()
+ *    static  l_int32   nextOnPixelInRasterLow()
+ *
+ *      Erase the c.c., saving the b.b.:
+ *            BOX      *pixSeedfillBB()
+ *            BOX      *pixSeedfill4BB()
+ *            BOX      *pixSeedfill8BB()
+ *
+ *      Just erase the c.c.:
+ *            l_int32   pixSeedfill()
+ *            l_int32   pixSeedfill4()
+ *            l_int32   pixSeedfill8()
+ *
+ *      Static stack helper functions for single raster line seedfill:
+ *            static void    pushFillsegBB()
+ *            static void    pushFillseg()
+ *            static void    popFillseg()
+ *
+ *  The basic method in pixConnCompBB() is very simple.  We scan the
+ *  image in raster order, looking for the next ON pixel.  When it
+ *  is found, we erase it and every pixel of the 4- or 8-connected
+ *  component to which it belongs, using Heckbert's seedfill
+ *  algorithm.  As pixels are erased, we keep track of the
+ *  minimum rectangle that encloses all erased pixels; after
+ *  the connected component has been erased, we save its
+ *  bounding box in an array of boxes.  When all pixels in the
+ *  image have been erased, we have an array that describes every
+ *  4- or 8-connected component in terms of its bounding box.
+ *
+ *  pixConnCompPixa() is a slight variation on pixConnCompBB(),
+ *  where we additionally save an array of images (in a Pixa)
+ *  of each of the 4- or 8-connected components.  This is done trivially
+ *  by maintaining two temporary images.  We erase a component from one,
+ *  and use the bounding box to extract the pixels within the b.b.
+ *  from each of the two images.  An XOR between these subimages
+ *  gives the erased component.  Then we erase the component from the
+ *  second image using the XOR again, with the extracted component
+ *  placed on the second image at the location of the bounding box.
+ *  Rasterop does all the work.  At the end, we have an array
+ *  of the 4- or 8-connected components, as well as an array of the
+ *  bounding boxes that describe where they came from in the original image.
+ *
+ *  If you just want the number of connected components, pixCountConnComp()
+ *  is a bit faster than pixConnCompBB(), because it doesn't have to
+ *  keep track of the bounding rectangles for each c.c.
+ *
+ */ + +#include "allheaders.h" + +/*! + * \brief The struct FillSeg is used by the Heckbert seedfill algorithm to + * hold information about image segments that are waiting to be + * investigated. We use two Stacks, one to hold the FillSegs in use, + * and an auxiliary Stack as a reservoir to hold FillSegs for re-use. + */ +struct FillSeg +{ + l_int32 xleft; /*!< left edge of run */ + l_int32 xright; /*!< right edge of run */ + l_int32 y; /*!< run y */ + l_int32 dy; /*!< parent segment direction: 1 above, -1 below) */ +}; +typedef struct FillSeg FILLSEG; + +static l_int32 nextOnPixelInRasterLow(l_uint32 *data, l_int32 w, l_int32 h, + l_int32 wpl, l_int32 xstart, + l_int32 ystart, l_int32 *px, l_int32 *py); + + /* Static accessors for FillSegs on a stack */ +static void pushFillsegBB(L_STACK *stack, l_int32 xleft, l_int32 xright, + l_int32 y, l_int32 dy, l_int32 ymax, + l_int32 *pminx, l_int32 *pmaxx, + l_int32 *pminy, l_int32 *pmaxy); +static void pushFillseg(L_STACK *stack, l_int32 xleft, l_int32 xright, + l_int32 y, l_int32 dy, l_int32 ymax); +static void popFillseg(L_STACK *stack, l_int32 *pxleft, l_int32 *pxright, + l_int32 *py, l_int32 *pdy); + + +#ifndef NO_CONSOLE_IO +#define DEBUG 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*-----------------------------------------------------------------------* + * Bounding boxes of 4 Connected Components * + *-----------------------------------------------------------------------*/ +/*! + * \brief pixConnComp() + * + * \param[in] pixs 1 bpp + * \param[out] ppixa [optional] pixa of each c.c. + * \param[in] connectivity 4 or 8 + * \return boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is the top-level call for getting bounding boxes or
+ *          a pixa of the components, and it can be used instead
+ *          of either pixConnCompBB() or pixConnCompPixa(), rsp.
+ *
+ */ +BOXA * +pixConnComp(PIX *pixs, + PIXA **ppixa, + l_int32 connectivity) +{ + + PROCNAME("pixConnComp"); + + if (ppixa) *ppixa = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return (BOXA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (BOXA *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + + if (!ppixa) + return pixConnCompBB(pixs, connectivity); + else + return pixConnCompPixa(pixs, ppixa, connectivity); +} + + +/*! + * \brief pixConnCompPixa() + * + * \param[in] pixs 1 bpp + * \param[out] ppixa pixa of each c.c. + * \param[in] connectivity 4 or 8 + * \return boxa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This finds bounding boxes of 4- or 8-connected components
+ *          in a binary image, and saves images of each c.c
+ *          in a pixa array.
+ *      (2) It sets up 2 temporary pix, and for each c.c. that is
+ *          located in raster order, it erases the c.c. from one pix,
+ *          then uses the b.b. to extract the c.c. from the two pix using
+ *          an XOR, and finally erases the c.c. from the second pix.
+ *      (3) A clone of the returned boxa (where all boxes in the array
+ *          are clones) is inserted into the pixa.
+ *      (4) If the input is valid, this always returns a boxa and a pixa.
+ *          If pixs is empty, the boxa and pixa will be empty.
+ *
+ */ +BOXA * +pixConnCompPixa(PIX *pixs, + PIXA **ppixa, + l_int32 connectivity) +{ +l_int32 h, iszero; +l_int32 x, y, xstart, ystart; +PIX *pix1, *pix2, *pix3, *pix4; +PIXA *pixa; +BOX *box; +BOXA *boxa; +L_STACK *stack, *auxstack; + + PROCNAME("pixConnCompPixa"); + + if (!ppixa) + return (BOXA *)ERROR_PTR("&pixa not defined", procName, NULL); + *ppixa = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return (BOXA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (BOXA *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + + pix1 = pix2 = pix3 = pix4 = NULL; + stack = NULL; + pixa = pixaCreate(0); + boxa = NULL; + *ppixa = pixa; + pixZero(pixs, &iszero); + if (iszero) + return boxaCreate(1); /* return empty boxa and empty pixa */ + + pixSetPadBits(pixs, 0); + pix1 = pixCopy(NULL, pixs); + pix2 = pixCopy(NULL, pixs); + if (!pix1 || !pix2) { + L_ERROR("pix1 or pix2 not made\n", procName); + pixaDestroy(ppixa); + goto cleanup; + } + + h = pixGetHeight(pixs); + if ((stack = lstackCreate(h)) == NULL) { + L_ERROR("stack not made\n", procName); + pixaDestroy(ppixa); + goto cleanup; + } + auxstack = lstackCreate(0); + stack->auxstack = auxstack; + boxa = boxaCreate(0); + + xstart = 0; + ystart = 0; + while (1) { + if (!nextOnPixelInRaster(pix1, xstart, ystart, &x, &y)) + break; + + if ((box = pixSeedfillBB(pix1, stack, x, y, connectivity)) == NULL) { + boxaDestroy(&boxa); + pixaDestroy(ppixa); + L_ERROR("box not made\n", procName); + goto cleanup; + } + boxaAddBox(boxa, box, L_INSERT); + + /* Save the c.c. and remove from pix2 as well */ + pix3 = pixClipRectangle(pix1, box, NULL); + pix4 = pixClipRectangle(pix2, box, NULL); + pixXor(pix3, pix3, pix4); + pixRasterop(pix2, box->x, box->y, box->w, box->h, PIX_SRC ^ PIX_DST, + pix3, 0, 0); + pixaAddPix(pixa, pix3, L_INSERT); + pixDestroy(&pix4); + + xstart = x; + ystart = y; + } + +#if DEBUG + pixCountPixels(pix1, &iszero, NULL); + fprintf(stderr, "Number of remaining pixels = %d\n", iszero); + lept_mkdir("lept/cc"); + pixWriteDebug("/tmp/lept/cc/remain.png", pix1, IFF_PNG); +#endif /* DEBUG */ + + /* Remove old boxa of pixa and replace with a copy */ + boxaDestroy(&pixa->boxa); + pixa->boxa = boxaCopy(boxa, L_COPY); + *ppixa = pixa; + + /* Cleanup, freeing the fillsegs on each stack */ +cleanup: + lstackDestroy(&stack, TRUE); + pixDestroy(&pix1); + pixDestroy(&pix2); + return boxa; +} + + +/*! + * \brief pixConnCompBB() + * + * \param[in] pixs 1 bpp + * \param[in] connectivity 4 or 8 + * \return boxa, or NULL on error + * + * 
+ * Notes:
+ *     (1) Finds bounding boxes of 4- or 8-connected components
+ *         in a binary image.
+ *     (2) This works on a copy of the input pix.  The c.c. are located
+ *         in raster order and erased one at a time.  In the process,
+ *         the b.b. is computed and saved.
+ *
+ */ +BOXA * +pixConnCompBB(PIX *pixs, + l_int32 connectivity) +{ +l_int32 h, iszero; +l_int32 x, y, xstart, ystart; +PIX *pix1; +BOX *box; +BOXA *boxa; +L_STACK *stack, *auxstack; + + PROCNAME("pixConnCompBB"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (BOXA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (BOXA *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + + boxa = NULL; + pix1 = NULL; + stack = NULL; + pixZero(pixs, &iszero); + if (iszero) + return boxaCreate(1); /* return empty boxa */ + + pixSetPadBits(pixs, 0); + if ((pix1 = pixCopy(NULL, pixs)) == NULL) + return (BOXA *)ERROR_PTR("pix1 not made", procName, NULL); + + h = pixGetHeight(pixs); + if ((stack = lstackCreate(h)) == NULL) { + L_ERROR("stack not made\n", procName); + goto cleanup; + } + auxstack = lstackCreate(0); + stack->auxstack = auxstack; + boxa = boxaCreate(0); + + xstart = 0; + ystart = 0; + while (1) { + if (!nextOnPixelInRaster(pix1, xstart, ystart, &x, &y)) + break; + + if ((box = pixSeedfillBB(pix1, stack, x, y, connectivity)) == NULL) { + L_ERROR("box not made\n", procName); + boxaDestroy(&boxa); + goto cleanup; + } + boxaAddBox(boxa, box, L_INSERT); + + xstart = x; + ystart = y; + } + +#if DEBUG + pixCountPixels(pix1, &iszero, NULL); + fprintf(stderr, "Number of remaining pixels = %d\n", iszero); + lept_mkdir("lept/cc"); + pixWriteDebug("/tmp/lept/cc/remain.png", pix1, IFF_PNG); +#endif /* DEBUG */ + + /* Cleanup, freeing the fillsegs on each stack */ +cleanup: + lstackDestroy(&stack, TRUE); + pixDestroy(&pix1); + return boxa; +} + + +/*! + * \brief pixCountConnComp() + * + * \param[in] pixs 1 bpp + * \param[in] connectivity 4 or 8 + * \param[out] pcount + * \return 0 if OK, 1 on error + * + * Notes: + * (1 This is the top-level call for getting the number of + * 4- or 8-connected components in a 1 bpp image. + * 2 It works on a copy of the input pix. The c.c. are located + * in raster order and erased one at a time. + */ +l_ok +pixCountConnComp(PIX *pixs, + l_int32 connectivity, + l_int32 *pcount) +{ +l_int32 h, iszero; +l_int32 x, y, xstart, ystart; +PIX *pix1; +L_STACK *stack, *auxstack; + + PROCNAME("pixCountConnComp"); + + if (!pcount) + return ERROR_INT("&count not defined", procName, 1); + *pcount = 0; /* initialize the count to 0 */ + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (connectivity != 4 && connectivity != 8) + return ERROR_INT("connectivity not 4 or 8", procName, 1); + + stack = NULL; + pixZero(pixs, &iszero); + if (iszero) + return 0; + + pixSetPadBits(pixs, 0); + if ((pix1 = pixCopy(NULL, pixs)) == NULL) + return ERROR_INT("pix1 not made", procName, 1); + h = pixGetHeight(pixs); + if ((stack = lstackCreate(h)) == NULL) { + pixDestroy(&pix1); + return ERROR_INT("stack not made\n", procName, 1); + } + auxstack = lstackCreate(0); + stack->auxstack = auxstack; + + xstart = 0; + ystart = 0; + while (1) { + if (!nextOnPixelInRaster(pix1, xstart, ystart, &x, &y)) + break; + + pixSeedfill(pix1, stack, x, y, connectivity); + (*pcount)++; + xstart = x; + ystart = y; + } + + /* Cleanup, freeing the fillsegs on each stack */ + lstackDestroy(&stack, TRUE); + pixDestroy(&pix1); + return 0; +} + + +/*! + * \brief nextOnPixelInRaster() + * + * \param[in] pixs 1 bpp + * \param[in] xstart, ystart starting point for search + * \param[out] px, py coord value of next ON pixel + * \return 1 if a pixel is found; 0 otherwise or on error + */ +l_int32 +nextOnPixelInRaster(PIX *pixs, + l_int32 xstart, + l_int32 ystart, + l_int32 *px, + l_int32 *py) +{ +l_int32 w, h, d, wpl; +l_uint32 *data; + + PROCNAME("nextOnPixelInRaster"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 0); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1) + return ERROR_INT("pixs not 1 bpp", procName, 0); + + wpl = pixGetWpl(pixs); + data = pixGetData(pixs); + return nextOnPixelInRasterLow(data, w, h, wpl, xstart, ystart, px, py); +} + + +/*! + * \brief nextOnPixelInRasterLow() + * + * \param[in] data pix data + * \param[in] w, h width and height + * \param[in] wpl words per line + * \param[in] xstart, ystart starting point for search + * \param[out] px, py coord value of next ON pixel + * \return 1 if a pixel is found; 0 otherwise or on error + */ +static l_int32 +nextOnPixelInRasterLow(l_uint32 *data, + l_int32 w, + l_int32 h, + l_int32 wpl, + l_int32 xstart, + l_int32 ystart, + l_int32 *px, + l_int32 *py) +{ +l_int32 i, x, y, xend, startword; +l_uint32 *line, *pword; + + /* Look at the first word */ + line = data + ystart * wpl; + pword = line + (xstart / 32); + if (*pword) { + xend = xstart - (xstart % 32) + 31; + for (x = xstart; x <= xend && x < w; x++) { + if (GET_DATA_BIT(line, x)) { + *px = x; + *py = ystart; + return 1; + } + } + } + + /* Continue with the rest of the line */ + startword = (xstart / 32) + 1; + x = 32 * startword; + for (pword = line + startword; x < w; pword++, x += 32) { + if (*pword) { + for (i = 0; i < 32 && x < w; i++, x++) { + if (GET_DATA_BIT(line, x)) { + *px = x; + *py = ystart; + return 1; + } + } + } + } + + /* Continue with following lines */ + for (y = ystart + 1; y < h; y++) { + line = data + y * wpl; + for (pword = line, x = 0; x < w; pword++, x += 32) { + if (*pword) { + for (i = 0; i < 32 && x < w; i++, x++) { + if (GET_DATA_BIT(line, x)) { + *px = x; + *py = y; + return 1; + } + } + } + } + } + + return 0; +} + + +/*! + * \brief pixSeedfillBB() + * + * \param[in] pixs 1 bpp + * \param[in] stack for holding fillsegs + * \param[in] x,y location of seed pixel + * \param[in] connectivity 4 or 8 + * \return box or NULL on error + * + * 
+ * Notes:
+ *      (1) This is the high-level interface to Paul Heckbert's
+ *          stack-based seedfill algorithm.
+ *
+ */ +BOX * +pixSeedfillBB(PIX *pixs, + L_STACK *stack, + l_int32 x, + l_int32 y, + l_int32 connectivity) +{ +BOX *box; + + PROCNAME("pixSeedfillBB"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (BOX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!stack) + return (BOX *)ERROR_PTR("stack not defined", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (BOX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + + if (connectivity == 4) { + if ((box = pixSeedfill4BB(pixs, stack, x, y)) == NULL) + return (BOX *)ERROR_PTR("box not made", procName, NULL); + } else if (connectivity == 8) { + if ((box = pixSeedfill8BB(pixs, stack, x, y)) == NULL) + return (BOX *)ERROR_PTR("box not made", procName, NULL); + } else { + return (BOX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL); + } + + return box; +} + + +/*! + * \brief pixSeedfill4BB() + * + * \param[in] pixs 1 bpp + * \param[in] stack for holding fillsegs + * \param[in] x,y location of seed pixel + * \return box or NULL on error. + * + * 
+ * Notes:
+ *      (1) This is Paul Heckbert's stack-based 4-cc seedfill algorithm.
+ *      (2) This operates on the input 1 bpp pix to remove the fg seed
+ *          pixel, at (x,y), and all pixels that are 4-connected to it.
+ *          The seed pixel at (x,y) must initially be ON.
+ *      (3) Returns the bounding box of the erased 4-cc component.
+ *      (4) Reference: see Paul Heckbert's stack-based seed fill algorithm
+ *          in "Graphic Gems", ed. Andrew Glassner, Academic
+ *          Press, 1990.  The algorithm description is given
+ *          on pp. 275-277; working C code is on pp. 721-722.)
+ *          The code here follows Heckbert's exactly, except
+ *          we use function calls instead of macros for
+ *          pushing data on and popping data off the stack.
+ *          This makes sense to do because Heckbert's fixed-size
+ *          stack with macros is dangerous: images exist that
+ *          will overrun the stack and crash.   The stack utility
+ *          here grows dynamically as needed, and the fillseg
+ *          structures that are not in use are stored in another
+ *          stack for reuse.  It should be noted that the
+ *          overhead in the function calls (vs. macros) is negligible.
+ *
+ */ +BOX * +pixSeedfill4BB(PIX *pixs, + L_STACK *stack, + l_int32 x, + l_int32 y) +{ +l_int32 w, h, xstart, wpl, x1, x2, dy; +l_int32 xmax, ymax; +l_int32 minx, maxx, miny, maxy; /* for bounding box of this c.c. */ +l_uint32 *data, *line; +BOX *box; + + PROCNAME("pixSeedfill4BB"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (BOX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!stack) + return (BOX *)ERROR_PTR("stack not defined", procName, NULL); + if (!stack->auxstack) + stack->auxstack = lstackCreate(0); + + pixGetDimensions(pixs, &w, &h, NULL); + xmax = w - 1; + ymax = h - 1; + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + line = data + y * wpl; + + /* Check pix value of seed; must be within the image and ON */ + if (x < 0 || x > xmax || y < 0 || y > ymax || (GET_DATA_BIT(line, x) == 0)) + return NULL; + + /* Init stack to seed: + * Must first init b.b. values to prevent valgrind from complaining; + * then init b.b. boundaries correctly to seed. */ + minx = miny = 100000; + maxx = maxy = 0; + pushFillsegBB(stack, x, x, y, 1, ymax, &minx, &maxx, &miny, &maxy); + pushFillsegBB(stack, x, x, y + 1, -1, ymax, &minx, &maxx, &miny, &maxy); + minx = maxx = x; + miny = maxy = y; + + while (lstackGetCount(stack) > 0) { + /* Pop segment off stack and fill a neighboring scan line */ + popFillseg(stack, &x1, &x2, &y, &dy); + line = data + y * wpl; + + /* A segment of scanline y - dy for x1 <= x <= x2 was + * previously filled. We now explore adjacent pixels + * in scan line y. There are three regions: to the + * left of x1 - 1, between x1 and x2, and to the right of x2. + * These regions are handled differently. Leaks are + * possible expansions beyond the previous segment and + * going back in the -dy direction. These can happen + * for x < x1 - 1 and for x > x2 + 1. Any "leak" segments + * are plugged with a push in the -dy (opposite) direction. + * And any segments found anywhere are always extended + * in the +dy direction. */ + for (x = x1; x >= 0 && (GET_DATA_BIT(line, x) == 1); x--) + CLEAR_DATA_BIT(line,x); + if (x >= x1) /* pix at x1 was off and was not cleared */ + goto skip; + xstart = x + 1; + if (xstart < x1 - 1) /* leak on left? */ + pushFillsegBB(stack, xstart, x1 - 1, y, -dy, + ymax, &minx, &maxx, &miny, &maxy); + + x = x1 + 1; + do { + for (; x <= xmax && (GET_DATA_BIT(line, x) == 1); x++) + CLEAR_DATA_BIT(line, x); + pushFillsegBB(stack, xstart, x - 1, y, dy, + ymax, &minx, &maxx, &miny, &maxy); + if (x > x2 + 1) /* leak on right? */ + pushFillsegBB(stack, x2 + 1, x - 1, y, -dy, + ymax, &minx, &maxx, &miny, &maxy); + skip: for (x++; x <= x2 && + x <= xmax && + (GET_DATA_BIT(line, x) == 0); x++) + ; + xstart = x; + } while (x <= x2 && x <= xmax); + } + + if ((box = boxCreate(minx, miny, maxx - minx + 1, maxy - miny + 1)) + == NULL) + return (BOX *)ERROR_PTR("box not made", procName, NULL); + return box; +} + + +/*! + * \brief pixSeedfill8BB() + * + * \param[in] pixs 1 bpp + * \param[in] stack for holding fillsegs + * \param[in] x,y location of seed pixel + * \return box or NULL on error. + * + * 
+ * Notes:
+ *      (1) This is Paul Heckbert's stack-based 8-cc seedfill algorithm.
+ *      (2) This operates on the input 1 bpp pix to remove the fg seed
+ *          pixel, at (x,y), and all pixels that are 8-connected to it.
+ *          The seed pixel at (x,y) must initially be ON.
+ *      (3) Returns the bounding box of the erased 8-cc component.
+ *      (4) Reference: see Paul Heckbert's stack-based seed fill algorithm
+ *          in "Graphic Gems", ed. Andrew Glassner, Academic
+ *          Press, 1990.  The algorithm description is given
+ *          on pp. 275-277; working C code is on pp. 721-722.)
+ *          The code here follows Heckbert's closely, except
+ *          the leak checks are changed for 8 connectivity.
+ *          See comments on pixSeedfill4BB() for more details.
+ *
+ */ +BOX * +pixSeedfill8BB(PIX *pixs, + L_STACK *stack, + l_int32 x, + l_int32 y) +{ +l_int32 w, h, xstart, wpl, x1, x2, dy; +l_int32 xmax, ymax; +l_int32 minx, maxx, miny, maxy; /* for bounding box of this c.c. */ +l_uint32 *data, *line; +BOX *box; + + PROCNAME("pixSeedfill8BB"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (BOX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!stack) + return (BOX *)ERROR_PTR("stack not defined", procName, NULL); + if (!stack->auxstack) + stack->auxstack = lstackCreate(0); + + pixGetDimensions(pixs, &w, &h, NULL); + xmax = w - 1; + ymax = h - 1; + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + line = data + y * wpl; + + /* Check pix value of seed; must be ON */ + if (x < 0 || x > xmax || y < 0 || y > ymax || (GET_DATA_BIT(line, x) == 0)) + return NULL; + + /* Init stack to seed: + * Must first init b.b. values to prevent valgrind from complaining; + * then init b.b. boundaries correctly to seed. */ + minx = miny = 100000; + maxx = maxy = 0; + pushFillsegBB(stack, x, x, y, 1, ymax, &minx, &maxx, &miny, &maxy); + pushFillsegBB(stack, x, x, y + 1, -1, ymax, &minx, &maxx, &miny, &maxy); + minx = maxx = x; + miny = maxy = y; + + while (lstackGetCount(stack) > 0) { + /* Pop segment off stack and fill a neighboring scan line */ + popFillseg(stack, &x1, &x2, &y, &dy); + line = data + y * wpl; + + /* A segment of scanline y - dy for x1 <= x <= x2 was + * previously filled. We now explore adjacent pixels + * in scan line y. There are three regions: to the + * left of x1, between x1 and x2, and to the right of x2. + * These regions are handled differently. Leaks are + * possible expansions beyond the previous segment and + * going back in the -dy direction. These can happen + * for x < x1 and for x > x2. Any "leak" segments + * are plugged with a push in the -dy (opposite) direction. + * And any segments found anywhere are always extended + * in the +dy direction. */ + for (x = x1 - 1; x >= 0 && (GET_DATA_BIT(line, x) == 1); x--) + CLEAR_DATA_BIT(line,x); + if (x >= x1 - 1) /* pix at x1 - 1 was off and was not cleared */ + goto skip; + xstart = x + 1; + if (xstart < x1) /* leak on left? */ + pushFillsegBB(stack, xstart, x1 - 1, y, -dy, + ymax, &minx, &maxx, &miny, &maxy); + + x = x1; + do { + for (; x <= xmax && (GET_DATA_BIT(line, x) == 1); x++) + CLEAR_DATA_BIT(line, x); + pushFillsegBB(stack, xstart, x - 1, y, dy, + ymax, &minx, &maxx, &miny, &maxy); + if (x > x2) /* leak on right? */ + pushFillsegBB(stack, x2 + 1, x - 1, y, -dy, + ymax, &minx, &maxx, &miny, &maxy); + skip: for (x++; x <= x2 + 1 && + x <= xmax && + (GET_DATA_BIT(line, x) == 0); x++) + ; + xstart = x; + } while (x <= x2 + 1 && x <= xmax); + } + + if ((box = boxCreate(minx, miny, maxx - minx + 1, maxy - miny + 1)) + == NULL) + return (BOX *)ERROR_PTR("box not made", procName, NULL); + return box; +} + + +/*! + * \brief pixSeedfill() + * + * \param[in] pixs 1 bpp + * \param[in] stack for holding fillsegs + * \param[in] x,y location of seed pixel + * \param[in] connectivity 4 or 8 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This removes the component from pixs with a fg pixel at (x,y).
+ *      (2) See pixSeedfill4() and pixSeedfill8() for details.
+ *
+ */ +l_ok +pixSeedfill(PIX *pixs, + L_STACK *stack, + l_int32 x, + l_int32 y, + l_int32 connectivity) +{ +l_int32 retval; + + PROCNAME("pixSeedfill"); + + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (!stack) + return ERROR_INT("stack not defined", procName, 1); + if (connectivity != 4 && connectivity != 8) + return ERROR_INT("connectivity not 4 or 8", procName, 1); + + if (connectivity == 4) + retval = pixSeedfill4(pixs, stack, x, y); + else /* connectivity == 8 */ + retval = pixSeedfill8(pixs, stack, x, y); + + return retval; +} + + +/*! + * \brief pixSeedfill4() + * + * \param[in] pixs 1 bpp + * \param[in] stack for holding fillsegs + * \param[in] x,y location of seed pixel + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is Paul Heckbert's stack-based 4-cc seedfill algorithm.
+ *      (2) This operates on the input 1 bpp pix to remove the fg seed
+ *          pixel, at (x,y), and all pixels that are 4-connected to it.
+ *          The seed pixel at (x,y) must initially be ON.
+ *      (3) Reference: see pixSeedFill4BB()
+ *
+ */ +l_ok +pixSeedfill4(PIX *pixs, + L_STACK *stack, + l_int32 x, + l_int32 y) +{ +l_int32 w, h, xstart, wpl, x1, x2, dy; +l_int32 xmax, ymax; +l_uint32 *data, *line; + + PROCNAME("pixSeedfill4"); + + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (!stack) + return ERROR_INT("stack not defined", procName, 1); + if (!stack->auxstack) + stack->auxstack = lstackCreate(0); + + pixGetDimensions(pixs, &w, &h, NULL); + xmax = w - 1; + ymax = h - 1; + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + line = data + y * wpl; + + /* Check pix value of seed; must be within the image and ON */ + if (x < 0 || x > xmax || y < 0 || y > ymax || (GET_DATA_BIT(line, x) == 0)) + return 0; + + /* Init stack to seed */ + pushFillseg(stack, x, x, y, 1, ymax); + pushFillseg(stack, x, x, y + 1, -1, ymax); + + while (lstackGetCount(stack) > 0) { + /* Pop segment off stack and fill a neighboring scan line */ + popFillseg(stack, &x1, &x2, &y, &dy); + line = data + y * wpl; + + /* A segment of scanline y - dy for x1 <= x <= x2 was + * previously filled. We now explore adjacent pixels + * in scan line y. There are three regions: to the + * left of x1 - 1, between x1 and x2, and to the right of x2. + * These regions are handled differently. Leaks are + * possible expansions beyond the previous segment and + * going back in the -dy direction. These can happen + * for x < x1 - 1 and for x > x2 + 1. Any "leak" segments + * are plugged with a push in the -dy (opposite) direction. + * And any segments found anywhere are always extended + * in the +dy direction. */ + for (x = x1; x >= 0 && (GET_DATA_BIT(line, x) == 1); x--) + CLEAR_DATA_BIT(line,x); + if (x >= x1) /* pix at x1 was off and was not cleared */ + goto skip; + xstart = x + 1; + if (xstart < x1 - 1) /* leak on left? */ + pushFillseg(stack, xstart, x1 - 1, y, -dy, ymax); + + x = x1 + 1; + do { + for (; x <= xmax && (GET_DATA_BIT(line, x) == 1); x++) + CLEAR_DATA_BIT(line, x); + pushFillseg(stack, xstart, x - 1, y, dy, ymax); + if (x > x2 + 1) /* leak on right? */ + pushFillseg(stack, x2 + 1, x - 1, y, -dy, ymax); + skip: for (x++; x <= x2 && + x <= xmax && + (GET_DATA_BIT(line, x) == 0); x++) + ; + xstart = x; + } while (x <= x2 && x <= xmax); + } + + return 0; +} + + +/*! + * \brief pixSeedfill8() + * + * \param[in] pixs 1 bpp + * \param[in] stack for holding fillsegs + * \param[in] x,y location of seed pixel + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is Paul Heckbert's stack-based 8-cc seedfill algorithm.
+ *      (2) This operates on the input 1 bpp pix to remove the fg seed
+ *          pixel, at (x,y), and all pixels that are 8-connected to it.
+ *          The seed pixel at (x,y) must initially be ON.
+ *      (3) Reference: see pixSeedFill8BB()
+ *
+ */ +l_ok +pixSeedfill8(PIX *pixs, + L_STACK *stack, + l_int32 x, + l_int32 y) +{ +l_int32 w, h, xstart, wpl, x1, x2, dy; +l_int32 xmax, ymax; +l_uint32 *data, *line; + + PROCNAME("pixSeedfill8"); + + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (!stack) + return ERROR_INT("stack not defined", procName, 1); + if (!stack->auxstack) + stack->auxstack = lstackCreate(0); + + pixGetDimensions(pixs, &w, &h, NULL); + xmax = w - 1; + ymax = h - 1; + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + line = data + y * wpl; + + /* Check pix value of seed; must be ON */ + if (x < 0 || x > xmax || y < 0 || y > ymax || (GET_DATA_BIT(line, x) == 0)) + return 0; + + /* Init stack to seed */ + pushFillseg(stack, x, x, y, 1, ymax); + pushFillseg(stack, x, x, y + 1, -1, ymax); + + while (lstackGetCount(stack) > 0) { + /* Pop segment off stack and fill a neighboring scan line */ + popFillseg(stack, &x1, &x2, &y, &dy); + line = data + y * wpl; + + /* A segment of scanline y - dy for x1 <= x <= x2 was + * previously filled. We now explore adjacent pixels + * in scan line y. There are three regions: to the + * left of x1, between x1 and x2, and to the right of x2. + * These regions are handled differently. Leaks are + * possible expansions beyond the previous segment and + * going back in the -dy direction. These can happen + * for x < x1 and for x > x2. Any "leak" segments + * are plugged with a push in the -dy (opposite) direction. + * And any segments found anywhere are always extended + * in the +dy direction. */ + for (x = x1 - 1; x >= 0 && (GET_DATA_BIT(line, x) == 1); x--) + CLEAR_DATA_BIT(line,x); + if (x >= x1 - 1) /* pix at x1 - 1 was off and was not cleared */ + goto skip; + xstart = x + 1; + if (xstart < x1) /* leak on left? */ + pushFillseg(stack, xstart, x1 - 1, y, -dy, ymax); + + x = x1; + do { + for (; x <= xmax && (GET_DATA_BIT(line, x) == 1); x++) + CLEAR_DATA_BIT(line, x); + pushFillseg(stack, xstart, x - 1, y, dy, ymax); + if (x > x2) /* leak on right? */ + pushFillseg(stack, x2 + 1, x - 1, y, -dy, ymax); + skip: for (x++; x <= x2 + 1 && + x <= xmax && + (GET_DATA_BIT(line, x) == 0); x++) + ; + xstart = x; + } while (x <= x2 + 1 && x <= xmax); + } + + return 0; +} + + + +/*-----------------------------------------------------------------------* + * Static stack helper functions: push and pop fillsegs * + *-----------------------------------------------------------------------*/ +/*! + * \brief pushFillsegBB() + * + * \param[in] stack + * \param[in] xleft, xright + * \param[in] y + * \param[in] dy + * \param[in] ymax + * \param[out] pminx minimum x + * \param[out] pmaxx maximum x + * \param[out] pminy minimum y + * \param[out] pmaxy maximum y + * \return void + * + * 
+ * Notes:
+ *      (1) This adds a line segment to the stack, and returns its size.
+ *      (2) The auxiliary stack is used as a storage area to recycle
+ *          fillsegs that are no longer in use.  We only calloc new
+ *          fillsegs if the auxiliary stack is empty.
+ *
+ */ +static void +pushFillsegBB(L_STACK *stack, + l_int32 xleft, + l_int32 xright, + l_int32 y, + l_int32 dy, + l_int32 ymax, + l_int32 *pminx, + l_int32 *pmaxx, + l_int32 *pminy, + l_int32 *pmaxy) +{ +FILLSEG *fseg; +L_STACK *auxstack; + + PROCNAME("pushFillsegBB"); + + if (!stack) { + L_ERROR("stack not defined\n", procName); + return; + } + + *pminx = L_MIN(*pminx, xleft); + *pmaxx = L_MAX(*pmaxx, xright); + *pminy = L_MIN(*pminy, y); + *pmaxy = L_MAX(*pmaxy, y); + + if (y + dy >= 0 && y + dy <= ymax) { + if ((auxstack = stack->auxstack) == NULL) { + L_ERROR("auxstack not defined\n", procName); + return; + } + + /* Get a fillseg to use */ + if (lstackGetCount(auxstack) > 0) + fseg = (FILLSEG *)lstackRemove(auxstack); + else + fseg = (FILLSEG *)LEPT_CALLOC(1, sizeof(FILLSEG)); + fseg->xleft = xleft; + fseg->xright = xright; + fseg->y = y; + fseg->dy = dy; + lstackAdd(stack, fseg); + } + return; +} + + +/*! + * \brief pushFillseg() + * + * \param[in] stack + * \param[in] xleft, xright + * \param[in] y + * \param[in] dy + * \param[in] ymax + * \return void + * + * 
+ * Notes:
+ *      (1) This adds a line segment to the stack.
+ *      (2) The auxiliary stack is used as a storage area to recycle
+ *          fillsegs that are no longer in use.  We only calloc new
+ *          fillsegs if the auxiliary stack is empty.
+ *
+ */ +static void +pushFillseg(L_STACK *stack, + l_int32 xleft, + l_int32 xright, + l_int32 y, + l_int32 dy, + l_int32 ymax) +{ +FILLSEG *fseg; +L_STACK *auxstack; + + PROCNAME("pushFillseg"); + + if (!stack) { + L_ERROR("stack not defined\n", procName); + return; + } + + if (y + dy >= 0 && y + dy <= ymax) { + if ((auxstack = stack->auxstack) == NULL) { + L_ERROR("auxstack not defined\n", procName); + return; + } + + /* Get a fillseg to use */ + if (lstackGetCount(auxstack) > 0) + fseg = (FILLSEG *)lstackRemove(auxstack); + else + fseg = (FILLSEG *)LEPT_CALLOC(1, sizeof(FILLSEG)); + fseg->xleft = xleft; + fseg->xright = xright; + fseg->y = y; + fseg->dy = dy; + lstackAdd(stack, fseg); + } + return; +} + + +/*! + * \brief popFillseg() + * + * \param[in] stack + * \param[out] pxleft left x + * \param[out] pxright right x + * \param[out] py y coordinate + * \param[out] pdy delta y + * \return void + * + * 
+ * Notes:
+ *      (1) This removes a line segment from the stack, and returns its size.
+ *      (2) The surplussed fillseg is placed on the auxiliary stack
+ *          for future use.
+ *
+ */ +static void +popFillseg(L_STACK *stack, + l_int32 *pxleft, + l_int32 *pxright, + l_int32 *py, + l_int32 *pdy) +{ +FILLSEG *fseg; +L_STACK *auxstack; + + PROCNAME("popFillseg"); + + if (!stack) { + L_ERROR("stack not defined\n", procName); + return; + } + if ((auxstack = stack->auxstack) == NULL) { + L_ERROR("auxstack not defined\n", procName); + return; + } + + if ((fseg = (FILLSEG *)lstackRemove(stack)) == NULL) + return; + + *pxleft = fseg->xleft; + *pxright = fseg->xright; + *py = fseg->y + fseg->dy; /* this now points to the new line */ + *pdy = fseg->dy; + + /* Save it for re-use */ + lstackAdd(auxstack, fseg); + return; +} diff --git a/3rdparty/hgOCR/leptonica/convertfiles.c b/3rdparty/hgOCR/leptonica/convertfiles.c new file mode 100644 index 00000000..186ce870 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/convertfiles.c @@ -0,0 +1,146 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file convertfiles.c + * 
+ *
+ *      Conversion to 1 bpp
+ *          l_int32    convertFilesTo1bpp()
+ *
+ *  These are utility functions that will perform depth conversion
+ *  on selected files, writing the results to a specified directory.
+ *  We start with conversion to 1 bpp.
+ *
+ */ + +#include +#include "allheaders.h" + + +/*------------------------------------------------------------------* + * Conversion to 1 bpp * + *------------------------------------------------------------------*/ +/*! + * \brief convertFilesTo1bpp() + * + * \param[in] dirin + * \param[in] substr [optional] substring filter on filenames; + 8 can be NULL + * \param[in] upscaling 1, 2 or 4; only for input color or grayscale + * \param[in] thresh global threshold for binarization; 0 for default + * \param[in] firstpage + * \param[in] npages use 0 to do all from %firstpage to the end + * \param[in] dirout + * \param[in] outformat IFF_PNG, IFF_TIFF_G4 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Images are sorted lexicographically, and the names in the
+ *          output directory are retained except for the extension.
+ *
+ */ +l_ok +convertFilesTo1bpp(const char *dirin, + const char *substr, + l_int32 upscaling, + l_int32 thresh, + l_int32 firstpage, + l_int32 npages, + const char *dirout, + l_int32 outformat) +{ +l_int32 i, nfiles; +char buf[512]; +char *fname, *tail, *basename; +PIX *pixs, *pixg1, *pixg2, *pixb; +SARRAY *safiles; + + PROCNAME("convertFilesTo1bpp"); + + if (!dirin) + return ERROR_INT("dirin", procName, 1); + if (!dirout) + return ERROR_INT("dirout", procName, 1); + if (upscaling != 1 && upscaling != 2 && upscaling != 4) + return ERROR_INT("invalid upscaling factor", procName, 1); + if (thresh <= 0) thresh = 180; + if (firstpage < 0) firstpage = 0; + if (npages < 0) npages = 0; + if (outformat != IFF_TIFF_G4) + outformat = IFF_PNG; + + safiles = getSortedPathnamesInDirectory(dirin, substr, firstpage, npages); + if (!safiles) + return ERROR_INT("safiles not made", procName, 1); + if ((nfiles = sarrayGetCount(safiles)) == 0) { + sarrayDestroy(&safiles); + return ERROR_INT("no matching files in the directory", procName, 1); + } + + for (i = 0; i < nfiles; i++) { + fname = sarrayGetString(safiles, i, L_NOCOPY); + if ((pixs = pixRead(fname)) == NULL) { + L_WARNING("Couldn't read file %s\n", procName, fname); + continue; + } + if (pixGetDepth(pixs) == 32) + pixg1 = pixConvertRGBToLuminance(pixs); + else + pixg1 = pixClone(pixs); + pixg2 = pixRemoveColormap(pixg1, REMOVE_CMAP_TO_GRAYSCALE); + if (pixGetDepth(pixg2) == 1) { + pixb = pixClone(pixg2); + } else { + if (upscaling == 1) + pixb = pixThresholdToBinary(pixg2, thresh); + else if (upscaling == 2) + pixb = pixScaleGray2xLIThresh(pixg2, thresh); + else /* upscaling == 4 */ + pixb = pixScaleGray4xLIThresh(pixg2, thresh); + } + pixDestroy(&pixs); + pixDestroy(&pixg1); + pixDestroy(&pixg2); + + splitPathAtDirectory(fname, NULL, &tail); + splitPathAtExtension(tail, &basename, NULL); + if (outformat == IFF_TIFF_G4) { + snprintf(buf, sizeof(buf), "%s/%s.tif", dirout, basename); + pixWrite(buf, pixb, IFF_TIFF_G4); + } else { + snprintf(buf, sizeof(buf), "%s/%s.png", dirout, basename); + pixWrite(buf, pixb, IFF_PNG); + } + pixDestroy(&pixb); + LEPT_FREE(tail); + LEPT_FREE(basename); + } + + sarrayDestroy(&safiles); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/convolve.c b/3rdparty/hgOCR/leptonica/convolve.c new file mode 100644 index 00000000..0abae1e2 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/convolve.c @@ -0,0 +1,2576 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file convolve.c + * 
+ *
+ *      Top level grayscale or color block convolution
+ *          PIX          *pixBlockconv()
+ *
+ *      Grayscale block convolution
+ *          PIX          *pixBlockconvGray()
+ *          static void   blockconvLow()
+ *
+ *      Accumulator for 1, 8 and 32 bpp convolution
+ *          PIX          *pixBlockconvAccum()
+ *          static void   blockconvAccumLow()
+ *
+ *      Un-normalized grayscale block convolution
+ *          PIX          *pixBlockconvGrayUnnormalized()
+ *
+ *      Tiled grayscale or color block convolution
+ *          PIX          *pixBlockconvTiled()
+ *          PIX          *pixBlockconvGrayTile()
+ *
+ *      Convolution for mean, mean square, variance and rms deviation
+ *      in specified window
+ *          l_int32       pixWindowedStats()
+ *          PIX          *pixWindowedMean()
+ *          PIX          *pixWindowedMeanSquare()
+ *          l_int32       pixWindowedVariance()
+ *          DPIX         *pixMeanSquareAccum()
+ *
+ *      Binary block sum and rank filter
+ *          PIX          *pixBlockrank()
+ *          PIX          *pixBlocksum()
+ *          static void   blocksumLow()
+ *
+ *      Census transform
+ *          PIX          *pixCensusTransform()
+ *
+ *      Generic convolution (with Pix)
+ *          PIX          *pixConvolve()
+ *          PIX          *pixConvolveSep()
+ *          PIX          *pixConvolveRGB()
+ *          PIX          *pixConvolveRGBSep()
+ *
+ *      Generic convolution (with float arrays)
+ *          FPIX         *fpixConvolve()
+ *          FPIX         *fpixConvolveSep()
+ *
+ *      Convolution with bias (for non-negative output)
+ *          PIX          *pixConvolveWithBias()
+ *
+ *      Set parameter for convolution subsampling
+ *          void          l_setConvolveSampling()
+ *
+ *      Additive gaussian noise
+ *          PIX          *pixAddGaussNoise()
+ *          l_float32     gaussDistribSampling()
+ *
+ */ + +#include +#include "allheaders.h" + + /* These globals determine the subsampling factors for + * generic convolution of pix and fpix. Declare extern to use. + * To change the values, use l_setConvolveSampling(). */ +LEPT_DLL l_int32 ConvolveSamplingFactX = 1; +LEPT_DLL l_int32 ConvolveSamplingFactY = 1; + + /* Low-level static functions */ +static void blockconvLow(l_uint32 *data, l_int32 w, l_int32 h, l_int32 wpl, + l_uint32 *dataa, l_int32 wpla, l_int32 wc, + l_int32 hc); +static void blockconvAccumLow(l_uint32 *datad, l_int32 w, l_int32 h, + l_int32 wpld, l_uint32 *datas, l_int32 d, + l_int32 wpls); +static void blocksumLow(l_uint32 *datad, l_int32 w, l_int32 h, l_int32 wpl, + l_uint32 *dataa, l_int32 wpla, l_int32 wc, l_int32 hc); + + +/*----------------------------------------------------------------------* + * Top-level grayscale or color block convolution * + *----------------------------------------------------------------------*/ +/*! + * \brief pixBlockconv() + * + * \param[in] pix 8 or 32 bpp; or 2, 4 or 8 bpp with colormap + * \param[in] wc, hc half width/height of convolution kernel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1)
+ *      (2) Returns a copy if both wc and hc are 0
+ *      (3) Require that w >= 2 * wc + 1 and h >= 2 * hc + 1,
+ *          where (w,h) are the dimensions of pixs.
+ *
+ */ +PIX * +pixBlockconv(PIX *pix, + l_int32 wc, + l_int32 hc) +{ +l_int32 w, h, d; +PIX *pixs, *pixd, *pixr, *pixrc, *pixg, *pixgc, *pixb, *pixbc; + + PROCNAME("pixBlockconv"); + + if (!pix) + return (PIX *)ERROR_PTR("pix not defined", procName, NULL); + if (wc < 0) wc = 0; + if (hc < 0) hc = 0; + pixGetDimensions(pix, &w, &h, &d); + if (w < 2 * wc + 1 || h < 2 * hc + 1) { + wc = L_MIN(wc, (w - 1) / 2); + hc = L_MIN(hc, (h - 1) / 2); + L_WARNING("kernel too large; reducing!\n", procName); + L_INFO("wc = %d, hc = %d\n", procName, wc, hc); + } + if (wc == 0 && hc == 0) /* no-op */ + return pixCopy(NULL, pix); + + /* Remove colormap if necessary */ + if ((d == 2 || d == 4 || d == 8) && pixGetColormap(pix)) { + L_WARNING("pix has colormap; removing\n", procName); + pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC); + d = pixGetDepth(pixs); + } else { + pixs = pixClone(pix); + } + + if (d != 8 && d != 32) { + pixDestroy(&pixs); + return (PIX *)ERROR_PTR("depth not 8 or 32 bpp", procName, NULL); + } + + if (d == 8) { + pixd = pixBlockconvGray(pixs, NULL, wc, hc); + } else { /* d == 32 */ + pixr = pixGetRGBComponent(pixs, COLOR_RED); + pixrc = pixBlockconvGray(pixr, NULL, wc, hc); + pixDestroy(&pixr); + pixg = pixGetRGBComponent(pixs, COLOR_GREEN); + pixgc = pixBlockconvGray(pixg, NULL, wc, hc); + pixDestroy(&pixg); + pixb = pixGetRGBComponent(pixs, COLOR_BLUE); + pixbc = pixBlockconvGray(pixb, NULL, wc, hc); + pixDestroy(&pixb); + pixd = pixCreateRGBImage(pixrc, pixgc, pixbc); + pixDestroy(&pixrc); + pixDestroy(&pixgc); + pixDestroy(&pixbc); + } + + pixDestroy(&pixs); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Grayscale block convolution * + *----------------------------------------------------------------------*/ +/*! + * \brief pixBlockconvGray() + * + * \param[in] pixs 8 bpp + * \param[in] pixacc pix 32 bpp; can be null + * \param[in] wc, hc half width/height of convolution kernel + * \return pix 8 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) If accum pix is null, make one and destroy it before
+ *          returning; otherwise, just use the input accum pix.
+ *      (2) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1).
+ *      (3) Returns a copy if both wc and hc are 0.
+ *      (4) Require that w >= 2 * wc + 1 and h >= 2 * hc + 1,
+ *          where (w,h) are the dimensions of pixs.
+ *
+ */ +PIX * +pixBlockconvGray(PIX *pixs, + PIX *pixacc, + l_int32 wc, + l_int32 hc) +{ +l_int32 w, h, d, wpl, wpla; +l_uint32 *datad, *dataa; +PIX *pixd, *pixt; + + PROCNAME("pixBlockconvGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (wc < 0) wc = 0; + if (hc < 0) hc = 0; + if (w < 2 * wc + 1 || h < 2 * hc + 1) { + wc = L_MIN(wc, (w - 1) / 2); + hc = L_MIN(hc, (h - 1) / 2); + L_WARNING("kernel too large; reducing!\n", procName); + L_INFO("wc = %d, hc = %d\n", procName, wc, hc); + } + if (wc == 0 && hc == 0) /* no-op */ + return pixCopy(NULL, pixs); + + if (pixacc) { + if (pixGetDepth(pixacc) == 32) { + pixt = pixClone(pixacc); + } else { + L_WARNING("pixacc not 32 bpp; making new one\n", procName); + if ((pixt = pixBlockconvAccum(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + } else { + if ((pixt = pixBlockconvAccum(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + + if ((pixd = pixCreateTemplate(pixs)) == NULL) { + pixDestroy(&pixt); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + + wpl = pixGetWpl(pixs); + wpla = pixGetWpl(pixt); + datad = pixGetData(pixd); + dataa = pixGetData(pixt); + blockconvLow(datad, w, h, wpl, dataa, wpla, wc, hc); + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief blockconvLow() + * + * \param[in] data data of input image, to be convolved + * \param[in] w, h, wpl + * \param[in] dataa data of 32 bpp accumulator + * \param[in] wpla accumulator + * \param[in] wc convolution "half-width" + * \param[in] hc convolution "half-height" + * \return void + * + * 
+ * Notes:
+ *      (1) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1).
+ *      (2) The lack of symmetry between the handling of the
+ *          first (hc + 1) lines and the last (hc) lines,
+ *          and similarly with the columns, is due to fact that
+ *          for the pixel at (x,y), the accumulator values are
+ *          taken at (x + wc, y + hc), (x - wc - 1, y + hc),
+ *          (x + wc, y - hc - 1) and (x - wc - 1, y - hc - 1).
+ *      (3) We compute sums, normalized as if there were no reduced
+ *          area at the boundary.  This under-estimates the value
+ *          of the boundary pixels, so we multiply them by another
+ *          normalization factor that is greater than 1.
+ *      (4) This second normalization is done first for the first
+ *          hc + 1 lines; then for the last hc lines; and finally
+ *          for the first wc + 1 and last wc columns in the intermediate
+ *          lines.
+ *      (5) The caller should verify that wc < w and hc < h.
+ *          Under those conditions, illegal reads and writes can occur.
+ *      (6) Implementation note: to get the same results in the interior
+ *          between this function and pixConvolve(), it is necessary to
+ *          add 0.5 for roundoff in the main loop that runs over all pixels.
+ *          However, if we do that and have white (255) pixels near the
+ *          image boundary, some overflow occurs for pixels very close
+ *          to the boundary.  We can't fix this by subtracting from the
+ *          normalized values for the boundary pixels, because this results
+ *          in underflow if the boundary pixels are black (0).  Empirically,
+ *          adding 0.25 (instead of 0.5) before truncating in the main
+ *          loop will not cause overflow, but this gives some
+ *          off-by-1-level errors in interior pixel values.  So we add
+ *          0.5 for roundoff in the main loop, and for pixels within a
+ *          half filter width of the boundary, use a L_MIN of the
+ *          computed value and 255 to avoid overflow during normalization.
+ *
+ */ +static void +blockconvLow(l_uint32 *data, + l_int32 w, + l_int32 h, + l_int32 wpl, + l_uint32 *dataa, + l_int32 wpla, + l_int32 wc, + l_int32 hc) +{ +l_int32 i, j, imax, imin, jmax, jmin; +l_int32 wn, hn, fwc, fhc, wmwc, hmhc; +l_float32 norm, normh, normw; +l_uint32 val; +l_uint32 *linemina, *linemaxa, *line; + + PROCNAME("blockconvLow"); + + wmwc = w - wc; + hmhc = h - hc; + if (wmwc <= 0 || hmhc <= 0) { + L_ERROR("wc >= w || hc >=h\n", procName); + return; + } + fwc = 2 * wc + 1; + fhc = 2 * hc + 1; + norm = 1.0 / ((l_float32)(fwc) * fhc); + + /*------------------------------------------------------------* + * Compute, using b.c. only to set limits on the accum image * + *------------------------------------------------------------*/ + for (i = 0; i < h; i++) { + imin = L_MAX(i - 1 - hc, 0); + imax = L_MIN(i + hc, h - 1); + line = data + wpl * i; + linemina = dataa + wpla * imin; + linemaxa = dataa + wpla * imax; + for (j = 0; j < w; j++) { + jmin = L_MAX(j - 1 - wc, 0); + jmax = L_MIN(j + wc, w - 1); + val = linemaxa[jmax] - linemaxa[jmin] + + linemina[jmin] - linemina[jmax]; + val = (l_uint8)(norm * val + 0.5); /* see comment above */ + SET_DATA_BYTE(line, j, val); + } + } + + /*------------------------------------------------------------* + * Fix normalization for boundary pixels * + *------------------------------------------------------------*/ + for (i = 0; i <= hc; i++) { /* first hc + 1 lines */ + hn = hc + i; + normh = (l_float32)fhc / (l_float32)hn; /* > 1 */ + line = data + wpl * i; + for (j = 0; j <= wc; j++) { + wn = wc + j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normh * normw, 255); + SET_DATA_BYTE(line, j, val); + } + for (j = wc + 1; j < wmwc; j++) { + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normh, 255); + SET_DATA_BYTE(line, j, val); + } + for (j = wmwc; j < w; j++) { + wn = wc + w - j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normh * normw, 255); + SET_DATA_BYTE(line, j, val); + } + } + + for (i = hmhc; i < h; i++) { /* last hc lines */ + hn = hc + h - i; + normh = (l_float32)fhc / (l_float32)hn; /* > 1 */ + line = data + wpl * i; + for (j = 0; j <= wc; j++) { + wn = wc + j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normh * normw, 255); + SET_DATA_BYTE(line, j, val); + } + for (j = wc + 1; j < wmwc; j++) { + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normh, 255); + SET_DATA_BYTE(line, j, val); + } + for (j = wmwc; j < w; j++) { + wn = wc + w - j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normh * normw, 255); + SET_DATA_BYTE(line, j, val); + } + } + + for (i = hc + 1; i < hmhc; i++) { /* intermediate lines */ + line = data + wpl * i; + for (j = 0; j <= wc; j++) { /* first wc + 1 columns */ + wn = wc + j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normw, 255); + SET_DATA_BYTE(line, j, val); + } + for (j = wmwc; j < w; j++) { /* last wc columns */ + wn = wc + w - j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(line, j); + val = (l_uint8)L_MIN(val * normw, 255); + SET_DATA_BYTE(line, j, val); + } + } + + return; +} + + +/*----------------------------------------------------------------------* + * Accumulator for 1, 8 and 32 bpp convolution * + *----------------------------------------------------------------------*/ +/*! + * \brief pixBlockconvAccum() + * + * \param[in] pixs 1, 8 or 32 bpp + * \return accum pix 32 bpp, or NULL on error. + * + * 
+ * Notes:
+ *      (1) The general recursion relation is
+ *            a(i,j) = v(i,j) + a(i-1, j) + a(i, j-1) - a(i-1, j-1)
+ *          For the first line, this reduces to the special case
+ *            a(i,j) = v(i,j) + a(i, j-1)
+ *          For the first column, the special case is
+ *            a(i,j) = v(i,j) + a(i-1, j)
+ *
+ */ +PIX * +pixBlockconvAccum(PIX *pixs) +{ +l_int32 w, h, d, wpls, wpld; +l_uint32 *datas, *datad; +PIX *pixd; + + PROCNAME("pixBlockconvAccum"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1 && d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 1, 8 or 32 bpp", procName, NULL); + if ((pixd = pixCreate(w, h, 32)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + blockconvAccumLow(datad, w, h, wpld, datas, d, wpls); + + return pixd; +} + + +/* + * \brief blockconvAccumLow() + * + * \param[in] datad 32 bpp dest + * \param[in] w, h, wpld of 32 bpp dest + * \param[in] datas 1, 8 or 32 bpp src + * \param[in] d bpp of src + * \param[in] wpls of src + * \return void + * + * 
+ * Notes:
+ *      (1) The general recursion relation is
+ *             a(i,j) = v(i,j) + a(i-1, j) + a(i, j-1) - a(i-1, j-1)
+ *          For the first line, this reduces to the special case
+ *             a(0,j) = v(0,j) + a(0, j-1), j > 0
+ *          For the first column, the special case is
+ *             a(i,0) = v(i,0) + a(i-1, 0), i > 0
+ *
+ */ +static void +blockconvAccumLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 d, + l_int32 wpls) +{ +l_uint8 val; +l_int32 i, j; +l_uint32 val32; +l_uint32 *lines, *lined, *linedp; + + PROCNAME("blockconvAccumLow"); + + lines = datas; + lined = datad; + + if (d == 1) { + /* Do the first line */ + for (j = 0; j < w; j++) { + val = GET_DATA_BIT(lines, j); + if (j == 0) + lined[0] = val; + else + lined[j] = lined[j - 1] + val; + } + + /* Do the other lines */ + for (i = 1; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; /* curr dest line */ + linedp = lined - wpld; /* prev dest line */ + for (j = 0; j < w; j++) { + val = GET_DATA_BIT(lines, j); + if (j == 0) + lined[0] = val + linedp[0]; + else + lined[j] = val + lined[j - 1] + linedp[j] - linedp[j - 1]; + } + } + } else if (d == 8) { + /* Do the first line */ + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(lines, j); + if (j == 0) + lined[0] = val; + else + lined[j] = lined[j - 1] + val; + } + + /* Do the other lines */ + for (i = 1; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; /* curr dest line */ + linedp = lined - wpld; /* prev dest line */ + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(lines, j); + if (j == 0) + lined[0] = val + linedp[0]; + else + lined[j] = val + lined[j - 1] + linedp[j] - linedp[j - 1]; + } + } + } else if (d == 32) { + /* Do the first line */ + for (j = 0; j < w; j++) { + val32 = lines[j]; + if (j == 0) + lined[0] = val32; + else + lined[j] = lined[j - 1] + val32; + } + + /* Do the other lines */ + for (i = 1; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; /* curr dest line */ + linedp = lined - wpld; /* prev dest line */ + for (j = 0; j < w; j++) { + val32 = lines[j]; + if (j == 0) + lined[0] = val32 + linedp[0]; + else + lined[j] = val32 + lined[j - 1] + linedp[j] - linedp[j - 1]; + } + } + } else { + L_ERROR("depth not 1, 8 or 32 bpp\n", procName); + } + + return; +} + + +/*----------------------------------------------------------------------* + * Un-normalized grayscale block convolution * + *----------------------------------------------------------------------*/ +/*! + * \brief pixBlockconvGrayUnnormalized() + * + * \param[in] pixs 8 bpp + * \param[in] wc, hc half width/height of convolution kernel + * \return pix 32 bpp; containing the convolution without normalizing + * for the window size, or NULL on error + * + * 
+ * Notes:
+ *      (1) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1).
+ *      (2) Require that w >= 2 * wc + 1 and h >= 2 * hc + 1,
+ *          where (w,h) are the dimensions of pixs.
+ *      (3) Returns a copy if both wc and hc are 0.
+ *      (3) Adds mirrored border to avoid treating the boundary pixels
+ *          specially.  Note that we add wc + 1 pixels to the left
+ *          and wc to the right.  The added width is 2 * wc + 1 pixels,
+ *          and the particular choice simplifies the indexing in the loop.
+ *          Likewise, add hc + 1 pixels to the top and hc to the bottom.
+ *      (4) To get the normalized result, divide by the area of the
+ *          convolution kernel: (2 * wc + 1) * (2 * hc + 1)
+ *          Specifically, do this:
+ *               pixc = pixBlockconvGrayUnnormalized(pixs, wc, hc);
+ *               fract = 1. / ((2 * wc + 1) * (2 * hc + 1));
+ *               pixMultConstantGray(pixc, fract);
+ *               pixd = pixGetRGBComponent(pixc, L_ALPHA_CHANNEL);
+ *      (5) Unlike pixBlockconvGray(), this always computes the accumulation
+ *          pix because its size is tied to wc and hc.
+ *      (6) Compare this implementation with pixBlockconvGray(), where
+ *          most of the code in blockconvLow() is special casing for
+ *          efficiently handling the boundary.  Here, the use of
+ *          mirrored borders and destination indexing makes the
+ *          implementation very simple.
+ *
+ */ +PIX * +pixBlockconvGrayUnnormalized(PIX *pixs, + l_int32 wc, + l_int32 hc) +{ +l_int32 i, j, w, h, d, wpla, wpld, jmax; +l_uint32 *linemina, *linemaxa, *lined, *dataa, *datad; +PIX *pixsb, *pixacc, *pixd; + + PROCNAME("pixBlockconvGrayUnnormalized"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (wc < 0) wc = 0; + if (hc < 0) hc = 0; + if (w < 2 * wc + 1 || h < 2 * hc + 1) { + wc = L_MIN(wc, (w - 1) / 2); + hc = L_MIN(hc, (h - 1) / 2); + L_WARNING("kernel too large; reducing!\n", procName); + L_INFO("wc = %d, hc = %d\n", procName, wc, hc); + } + if (wc == 0 && hc == 0) /* no-op */ + return pixCopy(NULL, pixs); + + if ((pixsb = pixAddMirroredBorder(pixs, wc + 1, wc, hc + 1, hc)) == NULL) + return (PIX *)ERROR_PTR("pixsb not made", procName, NULL); + pixacc = pixBlockconvAccum(pixsb); + pixDestroy(&pixsb); + if (!pixacc) + return (PIX *)ERROR_PTR("pixacc not made", procName, NULL); + if ((pixd = pixCreate(w, h, 32)) == NULL) { + pixDestroy(&pixacc); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + + wpla = pixGetWpl(pixacc); + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + dataa = pixGetData(pixacc); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + linemina = dataa + i * wpla; + linemaxa = dataa + (i + 2 * hc + 1) * wpla; + for (j = 0; j < w; j++) { + jmax = j + 2 * wc + 1; + lined[j] = linemaxa[jmax] - linemaxa[j] - + linemina[jmax] + linemina[j]; + } + } + + pixDestroy(&pixacc); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Tiled grayscale or color block convolution * + *----------------------------------------------------------------------*/ +/*! + * \brief pixBlockconvTiled() + * + * \param[in] pix 8 or 32 bpp; or 2, 4 or 8 bpp with colormap + * \param[in] wc, hc half width/height of convolution kernel + * \param[in] nx, ny subdivision into tiles + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1)
+ *      (2) Returns a copy if both wc and hc are 0
+ *      (3) Require that w >= 2 * wc + 1 and h >= 2 * hc + 1,
+ *          where (w,h) are the dimensions of pixs.
+ *      (4) For nx == ny == 1, this defaults to pixBlockconv(), which
+ *          is typically about twice as fast, and gives nearly
+ *          identical results as pixBlockconvGrayTile().
+ *      (5) If the tiles are too small, nx and/or ny are reduced
+ *          a minimum amount so that the tiles are expanded to the
+ *          smallest workable size in the problematic direction(s).
+ *      (6) Why a tiled version?  Three reasons:
+ *          (a) Because the accumulator is a uint32, overflow can occur
+ *              for an image with more than 16M pixels.
+ *          (b) The accumulator array for 16M pixels is 64 MB; using
+ *              tiles reduces the size of this array.
+ *          (c) Each tile can be processed independently, in parallel,
+ *              on a multicore processor.
+ *
+ */ +PIX * +pixBlockconvTiled(PIX *pix, + l_int32 wc, + l_int32 hc, + l_int32 nx, + l_int32 ny) +{ +l_int32 i, j, w, h, d, xrat, yrat; +PIX *pixs, *pixd, *pixc, *pixt; +PIX *pixr, *pixrc, *pixg, *pixgc, *pixb, *pixbc; +PIXTILING *pt; + + PROCNAME("pixBlockconvTiled"); + + if (!pix) + return (PIX *)ERROR_PTR("pix not defined", procName, NULL); + if (wc < 0) wc = 0; + if (hc < 0) hc = 0; + pixGetDimensions(pix, &w, &h, &d); + if (w < 2 * wc + 3 || h < 2 * hc + 3) { + wc = L_MAX(0, L_MIN(wc, (w - 3) / 2)); + hc = L_MAX(0, L_MIN(hc, (h - 3) / 2)); + L_WARNING("kernel too large; reducing!\n", procName); + L_INFO("wc = %d, hc = %d\n", procName, wc, hc); + } + if (wc == 0 && hc == 0) /* no-op */ + return pixCopy(NULL, pix); + if (nx <= 1 && ny <= 1) + return pixBlockconv(pix, wc, hc); + + /* Test to see if the tiles are too small. The required + * condition is that the tile dimensions must be at least + * (wc + 2) x (hc + 2). */ + xrat = w / nx; + yrat = h / ny; + if (xrat < wc + 2) { + nx = w / (wc + 2); + L_WARNING("tile width too small; nx reduced to %d\n", procName, nx); + } + if (yrat < hc + 2) { + ny = h / (hc + 2); + L_WARNING("tile height too small; ny reduced to %d\n", procName, ny); + } + + /* Remove colormap if necessary */ + if ((d == 2 || d == 4 || d == 8) && pixGetColormap(pix)) { + L_WARNING("pix has colormap; removing\n", procName); + pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC); + d = pixGetDepth(pixs); + } else { + pixs = pixClone(pix); + } + + if (d != 8 && d != 32) { + pixDestroy(&pixs); + return (PIX *)ERROR_PTR("depth not 8 or 32 bpp", procName, NULL); + } + + /* Note that the overlaps in the width and height that + * are added to the tile are (wc + 2) and (hc + 2). + * These overlaps are removed by pixTilingPaintTile(). + * They are larger than the extent of the filter because + * although the filter is symmetric with respect to its origin, + * the implementation is asymmetric -- see the implementation in + * pixBlockconvGrayTile(). */ + if ((pixd = pixCreateTemplate(pixs)) == NULL) { + pixDestroy(&pixs); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + pt = pixTilingCreate(pixs, nx, ny, 0, 0, wc + 2, hc + 2); + for (i = 0; i < ny; i++) { + for (j = 0; j < nx; j++) { + pixt = pixTilingGetTile(pt, i, j); + + /* Convolve over the tile */ + if (d == 8) { + pixc = pixBlockconvGrayTile(pixt, NULL, wc, hc); + } else { /* d == 32 */ + pixr = pixGetRGBComponent(pixt, COLOR_RED); + pixrc = pixBlockconvGrayTile(pixr, NULL, wc, hc); + pixDestroy(&pixr); + pixg = pixGetRGBComponent(pixt, COLOR_GREEN); + pixgc = pixBlockconvGrayTile(pixg, NULL, wc, hc); + pixDestroy(&pixg); + pixb = pixGetRGBComponent(pixt, COLOR_BLUE); + pixbc = pixBlockconvGrayTile(pixb, NULL, wc, hc); + pixDestroy(&pixb); + pixc = pixCreateRGBImage(pixrc, pixgc, pixbc); + pixDestroy(&pixrc); + pixDestroy(&pixgc); + pixDestroy(&pixbc); + } + + pixTilingPaintTile(pixd, i, j, pixc, pt); + pixDestroy(&pixt); + pixDestroy(&pixc); + } + } + + pixDestroy(&pixs); + pixTilingDestroy(&pt); + return pixd; +} + + +/*! + * \brief pixBlockconvGrayTile() + * + * \param[in] pixs 8 bpp gray + * \param[in] pixacc 32 bpp accum pix + * \param[in] wc, hc half width/height of convolution kernel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1)
+ *      (2) Assumes that the input pixs is padded with (wc + 1) pixels on
+ *          left and right, and with (hc + 1) pixels on top and bottom.
+ *          The returned pix has these stripped off; they are only used
+ *          for computation.
+ *      (3) Returns a copy if both wc and hc are 0
+ *      (4) Require that w > 2 * wc + 1 and h > 2 * hc + 1,
+ *          where (w,h) are the dimensions of pixs.
+ *
+ */ +PIX * +pixBlockconvGrayTile(PIX *pixs, + PIX *pixacc, + l_int32 wc, + l_int32 hc) +{ +l_int32 w, h, d, wd, hd, i, j, imin, imax, jmin, jmax, wplt, wpld; +l_float32 norm; +l_uint32 val; +l_uint32 *datat, *datad, *lined, *linemint, *linemaxt; +PIX *pixt, *pixd; + + PROCNAME("pixBlockconvGrayTile"); + + if (!pixs) + return (PIX *)ERROR_PTR("pix not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (wc < 0) wc = 0; + if (hc < 0) hc = 0; + if (w < 2 * wc + 3 || h < 2 * hc + 3) { + wc = L_MAX(0, L_MIN(wc, (w - 3) / 2)); + hc = L_MAX(0, L_MIN(hc, (h - 3) / 2)); + L_WARNING("kernel too large; reducing!\n", procName); + L_INFO("wc = %d, hc = %d\n", procName, wc, hc); + } + if (wc == 0 && hc == 0) + return pixCopy(NULL, pixs); + wd = w - 2 * wc; + hd = h - 2 * hc; + + if (pixacc) { + if (pixGetDepth(pixacc) == 32) { + pixt = pixClone(pixacc); + } else { + L_WARNING("pixacc not 32 bpp; making new one\n", procName); + if ((pixt = pixBlockconvAccum(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + } else { + if ((pixt = pixBlockconvAccum(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + + if ((pixd = pixCreateTemplate(pixs)) == NULL) { + pixDestroy(&pixt); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + norm = 1. / (l_float32)((2 * wc + 1) * (2 * hc + 1)); + + /* Do the convolution over the subregion of size (wd - 2, hd - 2), + * which exactly corresponds to the size of the subregion that + * will be extracted by pixTilingPaintTile(). Note that the + * region in which points are computed is not symmetric about + * the center of the images; instead the computation in + * the accumulator image is shifted up and to the left by 1, + * relative to the center, because the 4 accumulator sampling + * points are taken at the LL corner of the filter and at 3 other + * points that are shifted -wc and -hc to the left and above. */ + for (i = hc; i < hc + hd - 2; i++) { + imin = L_MAX(i - hc - 1, 0); + imax = L_MIN(i + hc, h - 1); + lined = datad + i * wpld; + linemint = datat + imin * wplt; + linemaxt = datat + imax * wplt; + for (j = wc; j < wc + wd - 2; j++) { + jmin = L_MAX(j - wc - 1, 0); + jmax = L_MIN(j + wc, w - 1); + val = linemaxt[jmax] - linemaxt[jmin] + + linemint[jmin] - linemint[jmax]; + val = (l_uint8)(norm * val + 0.5); + SET_DATA_BYTE(lined, j, val); + } + } + + pixDestroy(&pixt); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Convolution for mean, mean square, variance and rms deviation * + *----------------------------------------------------------------------*/ +/*! + * \brief pixWindowedStats() + * + * \param[in] pixs 8 bpp grayscale + * \param[in] wc, hc half width/height of convolution kernel + * \param[in] hasborder use 1 if it already has (wc + 1 border pixels + * on left and right, and hc + 1 on top and bottom; + * use 0 to add kernel-dependent border) + * \param[out] ppixm [optional] 8 bpp mean value in window + * \param[out] ppixms [optional] 32 bpp mean square value in window + * \param[out] pfpixv [optional] float variance in window + * \param[out] pfpixrv [optional] float rms deviation from the mean + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a high-level convenience function for calculating
+ *          any or all of these derived images.
+ *      (2) If %hasborder = 0, a border is added and the result is
+ *          computed over all pixels in pixs.  Otherwise, no border is
+ *          added and the border pixels are removed from the output images.
+ *      (3) These statistical measures over the pixels in the
+ *          rectangular window are:
+ *            ~ average value: 
  (pixm)
+ *            ~ average squared value:  (pixms)
+ *            ~ variance: <(p - 
)*(p - 
)> =  - 
*
  (pixv)
+ *            ~ square-root of variance: (pixrv)
+ *          where the brackets < .. > indicate that the average value is
+ *          to be taken over the window.
+ *      (4) Note that the variance is just the mean square difference from
+ *          the mean value; and the square root of the variance is the
+ *          root mean square difference from the mean, sometimes also
+ *          called the 'standard deviation'.
+ *      (5) The added border, along with the use of an accumulator array,
+ *          allows computation without special treatment of pixels near
+ *          the image boundary, and runs in a time that is independent
+ *          of the size of the convolution kernel.
+ *
+ */ +l_ok +pixWindowedStats(PIX *pixs, + l_int32 wc, + l_int32 hc, + l_int32 hasborder, + PIX **ppixm, + PIX **ppixms, + FPIX **pfpixv, + FPIX **pfpixrv) +{ +PIX *pixb, *pixm, *pixms; + + PROCNAME("pixWindowedStats"); + + if (!ppixm && !ppixms && !pfpixv && !pfpixrv) + return ERROR_INT("no output requested", procName, 1); + if (ppixm) *ppixm = NULL; + if (ppixms) *ppixms = NULL; + if (pfpixv) *pfpixv = NULL; + if (pfpixrv) *pfpixrv = NULL; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (wc < 2 || hc < 2) + return ERROR_INT("wc and hc not >= 2", procName, 1); + + /* Add border if requested */ + if (!hasborder) + pixb = pixAddBorderGeneral(pixs, wc + 1, wc + 1, hc + 1, hc + 1, 0); + else + pixb = pixClone(pixs); + + if (!pfpixv && !pfpixrv) { + if (ppixm) *ppixm = pixWindowedMean(pixb, wc, hc, 1, 1); + if (ppixms) *ppixms = pixWindowedMeanSquare(pixb, wc, hc, 1); + pixDestroy(&pixb); + return 0; + } + + pixm = pixWindowedMean(pixb, wc, hc, 1, 1); + pixms = pixWindowedMeanSquare(pixb, wc, hc, 1); + pixWindowedVariance(pixm, pixms, pfpixv, pfpixrv); + if (ppixm) + *ppixm = pixm; + else + pixDestroy(&pixm); + if (ppixms) + *ppixms = pixms; + else + pixDestroy(&pixms); + pixDestroy(&pixb); + return 0; +} + + +/*! + * \brief pixWindowedMean() + * + * \param[in] pixs 8 or 32 bpp grayscale + * \param[in] wc, hc half width/height of convolution kernel + * \param[in] hasborder use 1 if it already has (wc + 1 border pixels + * on left and right, and hc + 1 on top and bottom; + * use 0 to add kernel-dependent border) + * \param[in] normflag 1 for normalization to get average in window; + * 0 for the sum in the window (un-normalized) + * \return pixd 8 or 32 bpp, average over kernel window + * + * 
+ * Notes:
+ *      (1) The input and output depths are the same.
+ *      (2) A set of border pixels of width (wc + 1) on left and right,
+ *          and of height (hc + 1) on top and bottom, must be on the
+ *          pix before the accumulator is found.  The output pixd
+ *          (after convolution) has this border removed.
+ *          If %hasborder = 0, the required border is added.
+ *      (3) Typically, %normflag == 1.  However, if you want the sum
+ *          within the window, rather than a normalized convolution,
+ *          use %normflag == 0.
+ *      (4) This builds a block accumulator pix, uses it here, and
+ *          destroys it.
+ *      (5) The added border, along with the use of an accumulator array,
+ *          allows computation without special treatment of pixels near
+ *          the image boundary, and runs in a time that is independent
+ *          of the size of the convolution kernel.
+ *
+ */ +PIX * +pixWindowedMean(PIX *pixs, + l_int32 wc, + l_int32 hc, + l_int32 hasborder, + l_int32 normflag) +{ +l_int32 i, j, w, h, d, wd, hd, wplc, wpld, wincr, hincr; +l_uint32 val; +l_uint32 *datac, *datad, *linec1, *linec2, *lined; +l_float32 norm; +PIX *pixb, *pixc, *pixd; + + PROCNAME("pixWindowedMean"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + if (wc < 2 || hc < 2) + return (PIX *)ERROR_PTR("wc and hc not >= 2", procName, NULL); + + pixb = pixc = pixd = NULL; + + /* Add border if requested */ + if (!hasborder) + pixb = pixAddBorderGeneral(pixs, wc + 1, wc + 1, hc + 1, hc + 1, 0); + else + pixb = pixClone(pixs); + + /* Make the accumulator pix from pixb */ + if ((pixc = pixBlockconvAccum(pixb)) == NULL) { + L_ERROR("pixc not made\n", procName); + goto cleanup; + } + wplc = pixGetWpl(pixc); + datac = pixGetData(pixc); + + /* The output has wc + 1 border pixels stripped from each side + * of pixb, and hc + 1 border pixels stripped from top and bottom. */ + pixGetDimensions(pixb, &w, &h, NULL); + wd = w - 2 * (wc + 1); + hd = h - 2 * (hc + 1); + if (wd < 2 || hd < 2) { + L_ERROR("w or h is too small for the kernel\n", procName); + goto cleanup; + } + if ((pixd = pixCreate(wd, hd, d)) == NULL) { + L_ERROR("pixd not made\n", procName); + goto cleanup; + } + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + + wincr = 2 * wc + 1; + hincr = 2 * hc + 1; + norm = 1.0; /* use this for sum-in-window */ + if (normflag) + norm = 1.0 / ((l_float32)(wincr) * hincr); + for (i = 0; i < hd; i++) { + linec1 = datac + i * wplc; + linec2 = datac + (i + hincr) * wplc; + lined = datad + i * wpld; + for (j = 0; j < wd; j++) { + val = linec2[j + wincr] - linec2[j] - linec1[j + wincr] + linec1[j]; + if (d == 8) { + val = (l_uint8)(norm * val); + SET_DATA_BYTE(lined, j, val); + } else { /* d == 32 */ + val = (l_uint32)(norm * val); + lined[j] = val; + } + } + } + +cleanup: + pixDestroy(&pixb); + pixDestroy(&pixc); + return pixd; +} + + +/*! + * \brief pixWindowedMeanSquare() + * + * \param[in] pixs 8 bpp grayscale + * \param[in] wc, hc half width/height of convolution kernel + * \param[in] hasborder use 1 if it already has (wc + 1 border pixels + * on left and right, and hc + 1 on top and bottom; + * use 0 to add kernel-dependent border) + * \return pixd 32 bpp, average over rectangular window of + * width = 2 * wc + 1 and height = 2 * hc + 1 + * + * 
+ * Notes:
+ *      (1) A set of border pixels of width (wc + 1) on left and right,
+ *          and of height (hc + 1) on top and bottom, must be on the
+ *          pix before the accumulator is found.  The output pixd
+ *          (after convolution) has this border removed.
+ *          If %hasborder = 0, the required border is added.
+ *      (2) The advantage is that we are unaffected by the boundary, and
+ *          it is not necessary to treat pixels within %wc and %hc of the
+ *          border differently.  This is because processing for pixd
+ *          only takes place for pixels in pixs for which the
+ *          kernel is entirely contained in pixs.
+ *      (3) Why do we have an added border of width (%wc + 1) and
+ *          height (%hc + 1), when we only need %wc and %hc pixels
+ *          to satisfy this condition?  Answer: the accumulators
+ *          are asymmetric, requiring an extra row and column of
+ *          pixels at top and left to work accurately.
+ *      (4) The added border, along with the use of an accumulator array,
+ *          allows computation without special treatment of pixels near
+ *          the image boundary, and runs in a time that is independent
+ *          of the size of the convolution kernel.
+ *
+ */ +PIX * +pixWindowedMeanSquare(PIX *pixs, + l_int32 wc, + l_int32 hc, + l_int32 hasborder) +{ +l_int32 i, j, w, h, wd, hd, wpl, wpld, wincr, hincr; +l_uint32 ival; +l_uint32 *datad, *lined; +l_float64 norm; +l_float64 val; +l_float64 *data, *line1, *line2; +DPIX *dpix; +PIX *pixb, *pixd; + + PROCNAME("pixWindowedMeanSquare"); + + if (!pixs || (pixGetDepth(pixs) != 8)) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (wc < 2 || hc < 2) + return (PIX *)ERROR_PTR("wc and hc not >= 2", procName, NULL); + + pixd = NULL; + + /* Add border if requested */ + if (!hasborder) + pixb = pixAddBorderGeneral(pixs, wc + 1, wc + 1, hc + 1, hc + 1, 0); + else + pixb = pixClone(pixs); + + if ((dpix = pixMeanSquareAccum(pixb)) == NULL) { + L_ERROR("dpix not made\n", procName); + goto cleanup; + } + wpl = dpixGetWpl(dpix); + data = dpixGetData(dpix); + + /* The output has wc + 1 border pixels stripped from each side + * of pixb, and hc + 1 border pixels stripped from top and bottom. */ + pixGetDimensions(pixb, &w, &h, NULL); + wd = w - 2 * (wc + 1); + hd = h - 2 * (hc + 1); + if (wd < 2 || hd < 2) { + L_ERROR("w or h too small for kernel\n", procName); + goto cleanup; + } + if ((pixd = pixCreate(wd, hd, 32)) == NULL) { + L_ERROR("pixd not made\n", procName); + goto cleanup; + } + wpld = pixGetWpl(pixd); + datad = pixGetData(pixd); + + wincr = 2 * wc + 1; + hincr = 2 * hc + 1; + norm = 1.0 / ((l_float32)(wincr) * hincr); + for (i = 0; i < hd; i++) { + line1 = data + i * wpl; + line2 = data + (i + hincr) * wpl; + lined = datad + i * wpld; + for (j = 0; j < wd; j++) { + val = line2[j + wincr] - line2[j] - line1[j + wincr] + line1[j]; + ival = (l_uint32)(norm * val + 0.5); /* to round up */ + lined[j] = ival; + } + } + +cleanup: + dpixDestroy(&dpix); + pixDestroy(&pixb); + return pixd; +} + + +/*! + * \brief pixWindowedVariance() + * + * \param[in] pixm mean over window; 8 or 32 bpp grayscale + * \param[in] pixms mean square over window; 32 bpp + * \param[out] pfpixv [optional] float variance -- the ms deviation + * from the mean + * \param[out] pfpixrv [optional] float rms deviation from the mean + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The mean and mean square values are precomputed, using
+ *          pixWindowedMean() and pixWindowedMeanSquare().
+ *      (2) Either or both of the variance and square-root of variance
+ *          are returned as an fpix, where the variance is the
+ *          average over the window of the mean square difference of
+ *          the pixel value from the mean:
+ *                <(p - 
)*(p - 
)> =  - 
*

+ *      (3) To visualize the results:
+ *            ~ for both, use fpixDisplayMaxDynamicRange().
+ *            ~ for rms deviation, simply convert the output fpix to pix,
+ *
+ */ +l_ok +pixWindowedVariance(PIX *pixm, + PIX *pixms, + FPIX **pfpixv, + FPIX **pfpixrv) +{ +l_int32 i, j, w, h, ws, hs, ds, wplm, wplms, wplv, wplrv, valm, valms; +l_float32 var; +l_uint32 *linem, *linems, *datam, *datams; +l_float32 *linev, *linerv, *datav, *datarv; +FPIX *fpixv, *fpixrv; /* variance and square root of variance */ + + PROCNAME("pixWindowedVariance"); + + if (!pfpixv && !pfpixrv) + return ERROR_INT("no output requested", procName, 1); + if (pfpixv) *pfpixv = NULL; + if (pfpixrv) *pfpixrv = NULL; + if (!pixm || pixGetDepth(pixm) != 8) + return ERROR_INT("pixm undefined or not 8 bpp", procName, 1); + if (!pixms || pixGetDepth(pixms) != 32) + return ERROR_INT("pixms undefined or not 32 bpp", procName, 1); + pixGetDimensions(pixm, &w, &h, NULL); + pixGetDimensions(pixms, &ws, &hs, &ds); + if (w != ws || h != hs) + return ERROR_INT("pixm and pixms sizes differ", procName, 1); + + if (pfpixv) { + fpixv = fpixCreate(w, h); + *pfpixv = fpixv; + wplv = fpixGetWpl(fpixv); + datav = fpixGetData(fpixv); + } + if (pfpixrv) { + fpixrv = fpixCreate(w, h); + *pfpixrv = fpixrv; + wplrv = fpixGetWpl(fpixrv); + datarv = fpixGetData(fpixrv); + } + + wplm = pixGetWpl(pixm); + wplms = pixGetWpl(pixms); + datam = pixGetData(pixm); + datams = pixGetData(pixms); + for (i = 0; i < h; i++) { + linem = datam + i * wplm; + linems = datams + i * wplms; + if (pfpixv) + linev = datav + i * wplv; + if (pfpixrv) + linerv = datarv + i * wplrv; + for (j = 0; j < w; j++) { + valm = GET_DATA_BYTE(linem, j); + if (ds == 8) + valms = GET_DATA_BYTE(linems, j); + else /* ds == 32 */ + valms = (l_int32)linems[j]; + var = (l_float32)valms - (l_float32)valm * valm; + if (pfpixv) + linev[j] = var; + if (pfpixrv) + linerv[j] = (l_float32)sqrt(var); + } + } + + return 0; +} + + +/*! + * \brief pixMeanSquareAccum() + * + * \param[in] pixs 8 bpp grayscale + * \return dpix 64 bit array, or NULL on error + * + * 
+ * Notes:
+ *      (1) Similar to pixBlockconvAccum(), this computes the
+ *          sum of the squares of the pixel values in such a way
+ *          that the value at (i,j) is the sum of all squares in
+ *          the rectangle from the origin to (i,j).
+ *      (2) The general recursion relation (v are squared pixel values) is
+ *            a(i,j) = v(i,j) + a(i-1, j) + a(i, j-1) - a(i-1, j-1)
+ *          For the first line, this reduces to the special case
+ *            a(i,j) = v(i,j) + a(i, j-1)
+ *          For the first column, the special case is
+ *            a(i,j) = v(i,j) + a(i-1, j)
+ *
+ */ +DPIX * +pixMeanSquareAccum(PIX *pixs) +{ +l_int32 i, j, w, h, wpl, wpls, val; +l_uint32 *datas, *lines; +l_float64 *data, *line, *linep; +DPIX *dpix; + + PROCNAME("pixMeanSquareAccum"); + + + if (!pixs || (pixGetDepth(pixs) != 8)) + return (DPIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if ((dpix = dpixCreate(w, h)) == NULL) + return (DPIX *)ERROR_PTR("dpix not made", procName, NULL); + + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + data = dpixGetData(dpix); + wpl = dpixGetWpl(dpix); + + lines = datas; + line = data; + for (j = 0; j < w; j++) { /* first line */ + val = GET_DATA_BYTE(lines, j); + if (j == 0) + line[0] = (l_float64)(val) * val; + else + line[j] = line[j - 1] + (l_float64)(val) * val; + } + + /* Do the other lines */ + for (i = 1; i < h; i++) { + lines = datas + i * wpls; + line = data + i * wpl; /* current dest line */ + linep = line - wpl;; /* prev dest line */ + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(lines, j); + if (j == 0) + line[0] = linep[0] + (l_float64)(val) * val; + else + line[j] = line[j - 1] + linep[j] - linep[j - 1] + + (l_float64)(val) * val; + } + } + + return dpix; +} + + +/*----------------------------------------------------------------------* + * Binary block sum/rank * + *----------------------------------------------------------------------*/ +/*! + * \brief pixBlockrank() + * + * \param[in] pixs 1 bpp + * \param[in] pixacc pix [optional] 32 bpp + * \param[in] wc, hc half width/height of block sum/rank kernel + * \param[in] rank between 0.0 and 1.0; 0.5 is median filter + * \return pixd 1 bpp + * + * 
+ * Notes:
+ *      (1) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1)
+ *      (2) This returns a pixd where each pixel is a 1 if the
+ *          neighborhood (2 * wc + 1) x (2 * hc + 1)) pixels
+ *          contains the rank fraction of 1 pixels.  Otherwise,
+ *          the returned pixel is 0.  Note that the special case
+ *          of rank = 0.0 is always satisfied, so the returned
+ *          pixd has all pixels with value 1.
+ *      (3) If accum pix is null, make one, use it, and destroy it
+ *          before returning; otherwise, just use the input accum pix
+ *      (4) If both wc and hc are 0, returns a copy unless rank == 0.0,
+ *          in which case this returns an all-ones image.
+ *      (5) Require that w >= 2 * wc + 1 and h >= 2 * hc + 1,
+ *          where (w,h) are the dimensions of pixs.
+ *
+ */ +PIX * +pixBlockrank(PIX *pixs, + PIX *pixacc, + l_int32 wc, + l_int32 hc, + l_float32 rank) +{ +l_int32 w, h, d, thresh; +PIX *pixt, *pixd; + + PROCNAME("pixBlockrank"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + if (rank < 0.0 || rank > 1.0) + return (PIX *)ERROR_PTR("rank must be in [0.0, 1.0]", procName, NULL); + + if (rank == 0.0) { + pixd = pixCreateTemplate(pixs); + pixSetAll(pixd); + return pixd; + } + + if (wc < 0) wc = 0; + if (hc < 0) hc = 0; + if (w < 2 * wc + 1 || h < 2 * hc + 1) { + wc = L_MIN(wc, (w - 1) / 2); + hc = L_MIN(hc, (h - 1) / 2); + L_WARNING("kernel too large; reducing!\n", procName); + L_INFO("wc = %d, hc = %d\n", procName, wc, hc); + } + if (wc == 0 && hc == 0) + return pixCopy(NULL, pixs); + + if ((pixt = pixBlocksum(pixs, pixacc, wc, hc)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + + /* 1 bpp block rank filter output. + * Must invert because threshold gives 1 for values < thresh, + * but we need a 1 if the value is >= thresh. */ + thresh = (l_int32)(255. * rank); + pixd = pixThresholdToBinary(pixt, thresh); + pixInvert(pixd, pixd); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixBlocksum() + * + * \param[in] pixs 1 bpp + * \param[in] pixacc pix [optional] 32 bpp + * \param[in] wc, hc half width/height of block sum/rank kernel + * \return pixd 8 bpp + * + * 
+ * Notes:
+ *      (1) If accum pix is null, make one and destroy it before
+ *          returning; otherwise, just use the input accum pix
+ *      (2) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1)
+ *      (3) Use of wc = hc = 1, followed by pixInvert() on the
+ *          8 bpp result, gives a nice anti-aliased, and somewhat
+ *          darkened, result on text.
+ *      (4) Require that w >= 2 * wc + 1 and h >= 2 * hc + 1,
+ *          where (w,h) are the dimensions of pixs.
+ *      (5) Returns in each dest pixel the sum of all src pixels
+ *          that are within a block of size of the kernel, centered
+ *          on the dest pixel.  This sum is the number of src ON
+ *          pixels in the block at each location, normalized to 255
+ *          for a block containing all ON pixels.  For pixels near
+ *          the boundary, where the block is not entirely contained
+ *          within the image, we then multiply by a second normalization
+ *          factor that is greater than one, so that all results
+ *          are normalized by the number of participating pixels
+ *          within the block.
+ *
+ */ +PIX * +pixBlocksum(PIX *pixs, + PIX *pixacc, + l_int32 wc, + l_int32 hc) +{ +l_int32 w, h, d, wplt, wpld; +l_uint32 *datat, *datad; +PIX *pixt, *pixd; + + PROCNAME("pixBlocksum"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + if (wc < 0) wc = 0; + if (hc < 0) hc = 0; + if (w < 2 * wc + 1 || h < 2 * hc + 1) { + wc = L_MIN(wc, (w - 1) / 2); + hc = L_MIN(hc, (h - 1) / 2); + L_WARNING("kernel too large; reducing!\n", procName); + L_INFO("wc = %d, hc = %d\n", procName, wc, hc); + } + if (wc == 0 && hc == 0) + return pixCopy(NULL, pixs); + + if (pixacc) { + if (pixGetDepth(pixacc) != 32) + return (PIX *)ERROR_PTR("pixacc not 32 bpp", procName, NULL); + pixt = pixClone(pixacc); + } else { + if ((pixt = pixBlockconvAccum(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + + /* 8 bpp block sum output */ + if ((pixd = pixCreate(w, h, 8)) == NULL) { + pixDestroy(&pixt); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + pixCopyResolution(pixd, pixs); + + wpld = pixGetWpl(pixd); + wplt = pixGetWpl(pixt); + datad = pixGetData(pixd); + datat = pixGetData(pixt); + blocksumLow(datad, w, h, wpld, datat, wplt, wc, hc); + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief blocksumLow() + * + * \param[in] datad of 8 bpp dest + * \param[in] w, h, wpl of 8 bpp dest + * \param[in] dataa of 32 bpp accum + * \param[in] wpla of 32 bpp accum + * \param[in] wc, hc convolution "half-width" and "half-height" + * \return void + * + * 
+ * Notes:
+ *      (1) The full width and height of the convolution kernel
+ *          are (2 * wc + 1) and (2 * hc + 1).
+ *      (2) The lack of symmetry between the handling of the
+ *          first (hc + 1) lines and the last (hc) lines,
+ *          and similarly with the columns, is due to fact that
+ *          for the pixel at (x,y), the accumulator values are
+ *          taken at (x + wc, y + hc), (x - wc - 1, y + hc),
+ *          (x + wc, y - hc - 1) and (x - wc - 1, y - hc - 1).
+ *      (3) Compute sums of ON pixels within the block filter size,
+ *          normalized between 0 and 255, as if there were no reduced
+ *          area at the boundary.  This under-estimates the value
+ *          of the boundary pixels, so we multiply them by another
+ *          normalization factor that is greater than 1.
+ *      (4) This second normalization is done first for the first
+ *          hc + 1 lines; then for the last hc lines; and finally
+ *          for the first wc + 1 and last wc columns in the intermediate
+ *          lines.
+ *      (5) Required constraints are: wc < w and hc < h.
+ *
+ */ +static void +blocksumLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpl, + l_uint32 *dataa, + l_int32 wpla, + l_int32 wc, + l_int32 hc) +{ +l_int32 i, j, imax, imin, jmax, jmin; +l_int32 wn, hn, fwc, fhc, wmwc, hmhc; +l_float32 norm, normh, normw; +l_uint32 val; +l_uint32 *linemina, *linemaxa, *lined; + + PROCNAME("blocksumLow"); + + wmwc = w - wc; + hmhc = h - hc; + if (wmwc <= 0 || hmhc <= 0) { + L_ERROR("wc >= w || hc >=h\n", procName); + return; + } + fwc = 2 * wc + 1; + fhc = 2 * hc + 1; + norm = 255. / ((l_float32)(fwc) * fhc); + + /*------------------------------------------------------------* + * Compute, using b.c. only to set limits on the accum image * + *------------------------------------------------------------*/ + for (i = 0; i < h; i++) { + imin = L_MAX(i - 1 - hc, 0); + imax = L_MIN(i + hc, h - 1); + lined = datad + wpl * i; + linemina = dataa + wpla * imin; + linemaxa = dataa + wpla * imax; + for (j = 0; j < w; j++) { + jmin = L_MAX(j - 1 - wc, 0); + jmax = L_MIN(j + wc, w - 1); + val = linemaxa[jmax] - linemaxa[jmin] + - linemina[jmax] + linemina[jmin]; + val = (l_uint8)(norm * val); + SET_DATA_BYTE(lined, j, val); + } + } + + /*------------------------------------------------------------* + * Fix normalization for boundary pixels * + *------------------------------------------------------------*/ + for (i = 0; i <= hc; i++) { /* first hc + 1 lines */ + hn = hc + i; + normh = (l_float32)fhc / (l_float32)hn; /* > 1 */ + lined = datad + wpl * i; + for (j = 0; j <= wc; j++) { + wn = wc + j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normh * normw); + SET_DATA_BYTE(lined, j, val); + } + for (j = wc + 1; j < wmwc; j++) { + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normh); + SET_DATA_BYTE(lined, j, val); + } + for (j = wmwc; j < w; j++) { + wn = wc + w - j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normh * normw); + SET_DATA_BYTE(lined, j, val); + } + } + + for (i = hmhc; i < h; i++) { /* last hc lines */ + hn = hc + h - i; + normh = (l_float32)fhc / (l_float32)hn; /* > 1 */ + lined = datad + wpl * i; + for (j = 0; j <= wc; j++) { + wn = wc + j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normh * normw); + SET_DATA_BYTE(lined, j, val); + } + for (j = wc + 1; j < wmwc; j++) { + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normh); + SET_DATA_BYTE(lined, j, val); + } + for (j = wmwc; j < w; j++) { + wn = wc + w - j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normh * normw); + SET_DATA_BYTE(lined, j, val); + } + } + + for (i = hc + 1; i < hmhc; i++) { /* intermediate lines */ + lined = datad + wpl * i; + for (j = 0; j <= wc; j++) { /* first wc + 1 columns */ + wn = wc + j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normw); + SET_DATA_BYTE(lined, j, val); + } + for (j = wmwc; j < w; j++) { /* last wc columns */ + wn = wc + w - j; + normw = (l_float32)fwc / (l_float32)wn; /* > 1 */ + val = GET_DATA_BYTE(lined, j); + val = (l_uint8)(val * normw); + SET_DATA_BYTE(lined, j, val); + } + } + + return; +} + + +/*----------------------------------------------------------------------* + * Census transform * + *----------------------------------------------------------------------*/ +/*! + * \brief pixCensusTransform() + * + * \param[in] pixs 8 bpp + * \param[in] halfsize of square over which neighbors are averaged + * \param[in] pixacc [optional] 32 bpp pix + * \return pixd 1 bpp + * + * 
+ * Notes:
+ *      (1) The Census transform was invented by Ramin Zabih and John Woodfill
+ *          ("Non-parametric local transforms for computing visual
+ *          correspondence", Third European Conference on Computer Vision,
+ *          Stockholm, Sweden, May 1994); see publications at
+ *             http://www.cs.cornell.edu/~rdz/index.htm
+ *          This compares each pixel against the average of its neighbors,
+ *          in a square of odd dimension centered on the pixel.
+ *          If the pixel is greater than the average of its neighbors,
+ *          the output pixel value is 1; otherwise it is 0.
+ *      (2) This can be used as an encoding for an image that is
+ *          fairly robust against slow illumination changes, with
+ *          applications in image comparison and mosaicing.
+ *      (3) The size of the convolution kernel is (2 * halfsize + 1)
+ *          on a side.  The halfsize parameter must be >= 1.
+ *      (4) If accum pix is null, make one, use it, and destroy it
+ *          before returning; otherwise, just use the input accum pix
+ *
+ */ +PIX * +pixCensusTransform(PIX *pixs, + l_int32 halfsize, + PIX *pixacc) +{ +l_int32 i, j, w, h, wpls, wplv, wpld; +l_int32 vals, valv; +l_uint32 *datas, *datav, *datad, *lines, *linev, *lined; +PIX *pixav, *pixd; + + PROCNAME("pixCensusTransform"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (halfsize < 1) + return (PIX *)ERROR_PTR("halfsize must be >= 1", procName, NULL); + + /* Get the average of each pixel with its neighbors */ + if ((pixav = pixBlockconvGray(pixs, pixacc, halfsize, halfsize)) + == NULL) + return (PIX *)ERROR_PTR("pixav not made", procName, NULL); + + /* Subtract the pixel from the average, and then compare + * the pixel value with the remaining average */ + pixGetDimensions(pixs, &w, &h, NULL); + if ((pixd = pixCreate(w, h, 1)) == NULL) { + pixDestroy(&pixav); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + datas = pixGetData(pixs); + datav = pixGetData(pixav); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wplv = pixGetWpl(pixav); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + linev = datav + i * wplv; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + vals = GET_DATA_BYTE(lines, j); + valv = GET_DATA_BYTE(linev, j); + if (vals > valv) + SET_DATA_BIT(lined, j); + } + } + + pixDestroy(&pixav); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Generic convolution * + *----------------------------------------------------------------------*/ +/*! + * \brief pixConvolve() + * + * \param[in] pixs 8, 16, 32 bpp; no colormap + * \param[in] kel kernel + * \param[in] outdepth of pixd: 8, 16 or 32 + * \param[in] normflag 1 to normalize kernel to unit sum; 0 otherwise + * \return pixd 8, 16 or 32 bpp + * + * 
+ * Notes:
+ *      (1) This gives a convolution with an arbitrary kernel.
+ *      (2) The input pixs must have only one sample/pixel.
+ *          To do a convolution on an RGB image, use pixConvolveRGB().
+ *      (3) The parameter %outdepth determines the depth of the result.
+ *          If the kernel is normalized to unit sum, the output values
+ *          can never exceed 255, so an output depth of 8 bpp is sufficient.
+ *          If the kernel is not normalized, it may be necessary to use
+ *          16 or 32 bpp output to avoid overflow.
+ *      (4) If normflag == 1, the result is normalized by scaling all
+ *          kernel values for a unit sum.  If the sum of kernel values
+ *          is very close to zero, the kernel can not be normalized and
+ *          the convolution will not be performed.  A warning is issued.
+ *      (5) The kernel values can be positive or negative, but the
+ *          result for the convolution can only be stored as a positive
+ *          number.  Consequently, if it goes negative, the choices are
+ *          to clip to 0 or take the absolute value.  We're choosing
+ *          to take the absolute value.  (Another possibility would be
+ *          to output a second unsigned image for the negative values.)
+ *          If you want to get a clipped result, or to keep the negative
+ *          values in the result, use fpixConvolve(), with the
+ *          converters in fpix2.c between pix and fpix.
+ *      (6) This uses a mirrored border to avoid special casing on
+ *          the boundaries.
+ *      (7) To get a subsampled output, call l_setConvolveSampling().
+ *          The time to make a subsampled output is reduced by the
+ *          product of the sampling factors.
+ *      (8) The function is slow, running at about 12 machine cycles for
+ *          each pixel-op in the convolution.  For example, with a 3 GHz
+ *          cpu, a 1 Mpixel grayscale image, and a kernel with
+ *          (sx * sy) = 25 elements, the convolution takes about 100 msec.
+ *
+ */ +PIX * +pixConvolve(PIX *pixs, + L_KERNEL *kel, + l_int32 outdepth, + l_int32 normflag) +{ +l_int32 i, j, id, jd, k, m, w, h, d, wd, hd, sx, sy, cx, cy, wplt, wpld; +l_int32 val; +l_uint32 *datat, *datad, *linet, *lined; +l_float32 sum; +L_KERNEL *keli, *keln; +PIX *pixt, *pixd; + + PROCNAME("pixConvolve"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 && d != 16 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8, 16, or 32 bpp", procName, NULL); + if (!kel) + return (PIX *)ERROR_PTR("kel not defined", procName, NULL); + + pixd = NULL; + + keli = kernelInvert(kel); + kernelGetParameters(keli, &sy, &sx, &cy, &cx); + if (normflag) + keln = kernelNormalize(keli, 1.0); + else + keln = kernelCopy(keli); + + if ((pixt = pixAddMirroredBorder(pixs, cx, sx - cx, cy, sy - cy)) == NULL) { + L_ERROR("pixt not made\n", procName); + goto cleanup; + } + + wd = (w + ConvolveSamplingFactX - 1) / ConvolveSamplingFactX; + hd = (h + ConvolveSamplingFactY - 1) / ConvolveSamplingFactY; + pixd = pixCreate(wd, hd, outdepth); + datat = pixGetData(pixt); + datad = pixGetData(pixd); + wplt = pixGetWpl(pixt); + wpld = pixGetWpl(pixd); + for (i = 0, id = 0; id < hd; i += ConvolveSamplingFactY, id++) { + lined = datad + id * wpld; + for (j = 0, jd = 0; jd < wd; j += ConvolveSamplingFactX, jd++) { + sum = 0.0; + for (k = 0; k < sy; k++) { + linet = datat + (i + k) * wplt; + if (d == 8) { + for (m = 0; m < sx; m++) { + val = GET_DATA_BYTE(linet, j + m); + sum += val * keln->data[k][m]; + } + } else if (d == 16) { + for (m = 0; m < sx; m++) { + val = GET_DATA_TWO_BYTES(linet, j + m); + sum += val * keln->data[k][m]; + } + } else { /* d == 32 */ + for (m = 0; m < sx; m++) { + val = *(linet + j + m); + sum += val * keln->data[k][m]; + } + } + } + if (sum < 0.0) sum = -sum; /* make it non-negative */ + if (outdepth == 8) + SET_DATA_BYTE(lined, jd, (l_int32)(sum + 0.5)); + else if (outdepth == 16) + SET_DATA_TWO_BYTES(lined, jd, (l_int32)(sum + 0.5)); + else /* outdepth == 32 */ + *(lined + jd) = (l_uint32)(sum + 0.5); + } + } + +cleanup: + kernelDestroy(&keli); + kernelDestroy(&keln); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixConvolveSep() + * + * \param[in] pixs 8, 16, 32 bpp; no colormap + * \param[in] kelx x-dependent kernel + * \param[in] kely y-dependent kernel + * \param[in] outdepth of pixd: 8, 16 or 32 + * \param[in] normflag 1 to normalize kernel to unit sum; 0 otherwise + * \return pixd 8, 16 or 32 bpp + * + * 
+ * Notes:
+ *      (1) This does a convolution with a separable kernel that is
+ *          is a sequence of convolutions in x and y.  The two
+ *          one-dimensional kernel components must be input separately;
+ *          the full kernel is the product of these components.
+ *          The support for the full kernel is thus a rectangular region.
+ *      (2) The input pixs must have only one sample/pixel.
+ *          To do a convolution on an RGB image, use pixConvolveSepRGB().
+ *      (3) The parameter %outdepth determines the depth of the result.
+ *          If the kernel is normalized to unit sum, the output values
+ *          can never exceed 255, so an output depth of 8 bpp is sufficient.
+ *          If the kernel is not normalized, it may be necessary to use
+ *          16 or 32 bpp output to avoid overflow.
+ *      (2) The %normflag parameter is used as in pixConvolve().
+ *      (4) The kernel values can be positive or negative, but the
+ *          result for the convolution can only be stored as a positive
+ *          number.  Consequently, if it goes negative, the choices are
+ *          to clip to 0 or take the absolute value.  We're choosing
+ *          the former for now.  Another possibility would be to output
+ *          a second unsigned image for the negative values.
+ *      (5) Warning: if you use l_setConvolveSampling() to get a
+ *          subsampled output, and the sampling factor is larger than
+ *          the kernel half-width, it is faster to use the non-separable
+ *          version pixConvolve().  This is because the first convolution
+ *          here must be done on every raster line, regardless of the
+ *          vertical sampling factor.  If the sampling factor is smaller
+ *          than kernel half-width, it's faster to use the separable
+ *          convolution.
+ *      (6) This uses mirrored borders to avoid special casing on
+ *          the boundaries.
+ *
+ */ +PIX * +pixConvolveSep(PIX *pixs, + L_KERNEL *kelx, + L_KERNEL *kely, + l_int32 outdepth, + l_int32 normflag) +{ +l_int32 d, xfact, yfact; +L_KERNEL *kelxn, *kelyn; +PIX *pixt, *pixd; + + PROCNAME("pixConvolveSep"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 16 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8, 16, or 32 bpp", procName, NULL); + if (!kelx) + return (PIX *)ERROR_PTR("kelx not defined", procName, NULL); + if (!kely) + return (PIX *)ERROR_PTR("kely not defined", procName, NULL); + + xfact = ConvolveSamplingFactX; + yfact = ConvolveSamplingFactY; + if (normflag) { + kelxn = kernelNormalize(kelx, 1000.0); + kelyn = kernelNormalize(kely, 0.001); + l_setConvolveSampling(xfact, 1); + pixt = pixConvolve(pixs, kelxn, 32, 0); + l_setConvolveSampling(1, yfact); + pixd = pixConvolve(pixt, kelyn, outdepth, 0); + l_setConvolveSampling(xfact, yfact); /* restore */ + kernelDestroy(&kelxn); + kernelDestroy(&kelyn); + } else { /* don't normalize */ + l_setConvolveSampling(xfact, 1); + pixt = pixConvolve(pixs, kelx, 32, 0); + l_setConvolveSampling(1, yfact); + pixd = pixConvolve(pixt, kely, outdepth, 0); + l_setConvolveSampling(xfact, yfact); + } + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixConvolveRGB() + * + * \param[in] pixs 32 bpp rgb + * \param[in] kel kernel + * \return pixd 32 bpp rgb + * + * 
+ * Notes:
+ *      (1) This gives a convolution on an RGB image using an
+ *          arbitrary kernel (which we normalize to keep each
+ *          component within the range [0 ... 255].
+ *      (2) The input pixs must be RGB.
+ *      (3) The kernel values can be positive or negative, but the
+ *          result for the convolution can only be stored as a positive
+ *          number.  Consequently, if it goes negative, we clip the
+ *          result to 0.
+ *      (4) To get a subsampled output, call l_setConvolveSampling().
+ *          The time to make a subsampled output is reduced by the
+ *          product of the sampling factors.
+ *      (5) This uses a mirrored border to avoid special casing on
+ *          the boundaries.
+ *
+ */ +PIX * +pixConvolveRGB(PIX *pixs, + L_KERNEL *kel) +{ +PIX *pixt, *pixr, *pixg, *pixb, *pixd; + + PROCNAME("pixConvolveRGB"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs is not 32 bpp", procName, NULL); + if (!kel) + return (PIX *)ERROR_PTR("kel not defined", procName, NULL); + + pixt = pixGetRGBComponent(pixs, COLOR_RED); + pixr = pixConvolve(pixt, kel, 8, 1); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_GREEN); + pixg = pixConvolve(pixt, kel, 8, 1); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_BLUE); + pixb = pixConvolve(pixt, kel, 8, 1); + pixDestroy(&pixt); + pixd = pixCreateRGBImage(pixr, pixg, pixb); + + pixDestroy(&pixr); + pixDestroy(&pixg); + pixDestroy(&pixb); + return pixd; +} + + +/*! + * \brief pixConvolveRGBSep() + * + * \param[in] pixs 32 bpp rgb + * \param[in] kelx x-dependent kernel + * \param[in] kely y-dependent kernel + * \return pixd 32 bpp rgb + * + * 
+ * Notes:
+ *      (1) This does a convolution on an RGB image using a separable
+ *          kernel that is a sequence of convolutions in x and y.  The two
+ *          one-dimensional kernel components must be input separately;
+ *          the full kernel is the product of these components.
+ *          The support for the full kernel is thus a rectangular region.
+ *      (2) The kernel values can be positive or negative, but the
+ *          result for the convolution can only be stored as a positive
+ *          number.  Consequently, if it goes negative, we clip the
+ *          result to 0.
+ *      (3) To get a subsampled output, call l_setConvolveSampling().
+ *          The time to make a subsampled output is reduced by the
+ *          product of the sampling factors.
+ *      (4) This uses a mirrored border to avoid special casing on
+ *          the boundaries.
+ *
+ */ +PIX * +pixConvolveRGBSep(PIX *pixs, + L_KERNEL *kelx, + L_KERNEL *kely) +{ +PIX *pixt, *pixr, *pixg, *pixb, *pixd; + + PROCNAME("pixConvolveRGBSep"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs is not 32 bpp", procName, NULL); + if (!kelx || !kely) + return (PIX *)ERROR_PTR("kelx, kely not both defined", procName, NULL); + + pixt = pixGetRGBComponent(pixs, COLOR_RED); + pixr = pixConvolveSep(pixt, kelx, kely, 8, 1); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_GREEN); + pixg = pixConvolveSep(pixt, kelx, kely, 8, 1); + pixDestroy(&pixt); + pixt = pixGetRGBComponent(pixs, COLOR_BLUE); + pixb = pixConvolveSep(pixt, kelx, kely, 8, 1); + pixDestroy(&pixt); + pixd = pixCreateRGBImage(pixr, pixg, pixb); + + pixDestroy(&pixr); + pixDestroy(&pixg); + pixDestroy(&pixb); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Generic convolution with float array * + *----------------------------------------------------------------------*/ +/*! + * \brief fpixConvolve() + * + * \param[in] fpixs 32 bit float array + * \param[in] kel kernel + * \param[in] normflag 1 to normalize kernel to unit sum; 0 otherwise + * \return fpixd 32 bit float array + * + * 
+ * Notes:
+ *      (1) This gives a float convolution with an arbitrary kernel.
+ *      (2) If normflag == 1, the result is normalized by scaling all
+ *          kernel values for a unit sum.  If the sum of kernel values
+ *          is very close to zero, the kernel can not be normalized and
+ *          the convolution will not be performed.  A warning is issued.
+ *      (3) With the FPix, there are no issues about negative
+ *          array or kernel values.  The convolution is performed
+ *          with single precision arithmetic.
+ *      (4) To get a subsampled output, call l_setConvolveSampling().
+ *          The time to make a subsampled output is reduced by the
+ *          product of the sampling factors.
+ *      (5) This uses a mirrored border to avoid special casing on
+ *          the boundaries.
+ *
+ */ +FPIX * +fpixConvolve(FPIX *fpixs, + L_KERNEL *kel, + l_int32 normflag) +{ +l_int32 i, j, id, jd, k, m, w, h, wd, hd, sx, sy, cx, cy, wplt, wpld; +l_float32 val; +l_float32 *datat, *datad, *linet, *lined; +l_float32 sum; +L_KERNEL *keli, *keln; +FPIX *fpixt, *fpixd; + + PROCNAME("fpixConvolve"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (!kel) + return (FPIX *)ERROR_PTR("kel not defined", procName, NULL); + + fpixd = NULL; + + keli = kernelInvert(kel); + kernelGetParameters(keli, &sy, &sx, &cy, &cx); + if (normflag) + keln = kernelNormalize(keli, 1.0); + else + keln = kernelCopy(keli); + + fpixGetDimensions(fpixs, &w, &h); + fpixt = fpixAddMirroredBorder(fpixs, cx, sx - cx, cy, sy - cy); + if (!fpixt) { + L_ERROR("fpixt not made\n", procName); + goto cleanup; + } + + wd = (w + ConvolveSamplingFactX - 1) / ConvolveSamplingFactX; + hd = (h + ConvolveSamplingFactY - 1) / ConvolveSamplingFactY; + fpixd = fpixCreate(wd, hd); + datat = fpixGetData(fpixt); + datad = fpixGetData(fpixd); + wplt = fpixGetWpl(fpixt); + wpld = fpixGetWpl(fpixd); + for (i = 0, id = 0; id < hd; i += ConvolveSamplingFactY, id++) { + lined = datad + id * wpld; + for (j = 0, jd = 0; jd < wd; j += ConvolveSamplingFactX, jd++) { + sum = 0.0; + for (k = 0; k < sy; k++) { + linet = datat + (i + k) * wplt; + for (m = 0; m < sx; m++) { + val = *(linet + j + m); + sum += val * keln->data[k][m]; + } + } + *(lined + jd) = sum; + } + } + +cleanup: + kernelDestroy(&keli); + kernelDestroy(&keln); + fpixDestroy(&fpixt); + return fpixd; +} + + +/*! + * \brief fpixConvolveSep() + * + * \param[in] fpixs 32 bit float array + * \param[in] kelx x-dependent kernel + * \param[in] kely y-dependent kernel + * \param[in] normflag 1 to normalize kernel to unit sum; 0 otherwise + * \return fpixd 32 bit float array + * + * 
+ * Notes:
+ *      (1) This does a convolution with a separable kernel that is
+ *          is a sequence of convolutions in x and y.  The two
+ *          one-dimensional kernel components must be input separately;
+ *          the full kernel is the product of these components.
+ *          The support for the full kernel is thus a rectangular region.
+ *      (2) The normflag parameter is used as in fpixConvolve().
+ *      (3) Warning: if you use l_setConvolveSampling() to get a
+ *          subsampled output, and the sampling factor is larger than
+ *          the kernel half-width, it is faster to use the non-separable
+ *          version pixConvolve().  This is because the first convolution
+ *          here must be done on every raster line, regardless of the
+ *          vertical sampling factor.  If the sampling factor is smaller
+ *          than kernel half-width, it's faster to use the separable
+ *          convolution.
+ *      (4) This uses mirrored borders to avoid special casing on
+ *          the boundaries.
+ *
+ */ +FPIX * +fpixConvolveSep(FPIX *fpixs, + L_KERNEL *kelx, + L_KERNEL *kely, + l_int32 normflag) +{ +l_int32 xfact, yfact; +L_KERNEL *kelxn, *kelyn; +FPIX *fpixt, *fpixd; + + PROCNAME("fpixConvolveSep"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!kelx) + return (FPIX *)ERROR_PTR("kelx not defined", procName, NULL); + if (!kely) + return (FPIX *)ERROR_PTR("kely not defined", procName, NULL); + + xfact = ConvolveSamplingFactX; + yfact = ConvolveSamplingFactY; + if (normflag) { + kelxn = kernelNormalize(kelx, 1.0); + kelyn = kernelNormalize(kely, 1.0); + l_setConvolveSampling(xfact, 1); + fpixt = fpixConvolve(fpixs, kelxn, 0); + l_setConvolveSampling(1, yfact); + fpixd = fpixConvolve(fpixt, kelyn, 0); + l_setConvolveSampling(xfact, yfact); /* restore */ + kernelDestroy(&kelxn); + kernelDestroy(&kelyn); + } else { /* don't normalize */ + l_setConvolveSampling(xfact, 1); + fpixt = fpixConvolve(fpixs, kelx, 0); + l_setConvolveSampling(1, yfact); + fpixd = fpixConvolve(fpixt, kely, 0); + l_setConvolveSampling(xfact, yfact); + } + + fpixDestroy(&fpixt); + return fpixd; +} + + +/*------------------------------------------------------------------------* + * Convolution with bias (for non-negative output) * + *------------------------------------------------------------------------*/ +/*! + * \brief pixConvolveWithBias() + * + * \param[in] pixs 8 bpp; no colormap + * \param[in] kel1 + * \param[in] kel2 can be null; use if separable + * \param[in] force8 if 1, force output to 8 bpp; otherwise, determine + * output depth by the dynamic range of pixel values + * \param[out] pbias applied bias + * \return pixd 8 or 16 bpp + * + * 
+ * Notes:
+ *      (1) This does a convolution with either a single kernel or
+ *          a pair of separable kernels, and automatically applies whatever
+ *          bias (shift) is required so that the resulting pixel values
+ *          are non-negative.
+ *      (2) The kernel is always normalized.  If there are no negative
+ *          values in the kernel, a standard normalized convolution is
+ *          performed, with 8 bpp output.  If the sum of kernel values is
+ *          very close to zero, the kernel can not be normalized and
+ *          the convolution will not be performed.  An error message results.
+ *      (3) If there are negative values in the kernel, the pix is
+ *          converted to an fpix, the convolution is done on the fpix, and
+ *          a bias (shift) may need to be applied.
+ *      (4) If force8 == TRUE and the range of values after the convolution
+ *          is > 255, the output values will be scaled to fit in [0 ... 255].
+ *          If force8 == FALSE, the output will be either 8 or 16 bpp,
+ *          to accommodate the dynamic range of output values without scaling.
+ *
+ */ +PIX * +pixConvolveWithBias(PIX *pixs, + L_KERNEL *kel1, + L_KERNEL *kel2, + l_int32 force8, + l_int32 *pbias) +{ +l_int32 outdepth; +l_float32 min1, min2, min, minval, maxval, range; +FPIX *fpix1, *fpix2; +PIX *pixd; + + PROCNAME("pixConvolveWithBias"); + + if (!pbias) + return (PIX *)ERROR_PTR("&bias not defined", procName, NULL); + *pbias = 0; + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL); + if (!kel1) + return (PIX *)ERROR_PTR("kel1 not defined", procName, NULL); + + /* Determine if negative values can be produced in the convolution */ + kernelGetMinMax(kel1, &min1, NULL); + min2 = 0.0; + if (kel2) + kernelGetMinMax(kel2, &min2, NULL); + min = L_MIN(min1, min2); + + if (min >= 0.0) { + if (!kel2) + return pixConvolve(pixs, kel1, 8, 1); + else + return pixConvolveSep(pixs, kel1, kel2, 8, 1); + } + + /* Bias may need to be applied; convert to fpix and convolve */ + fpix1 = pixConvertToFPix(pixs, 1); + if (!kel2) + fpix2 = fpixConvolve(fpix1, kel1, 1); + else + fpix2 = fpixConvolveSep(fpix1, kel1, kel2, 1); + fpixDestroy(&fpix1); + + /* Determine the bias and the dynamic range. + * If the dynamic range is <= 255, just shift the values by the + * bias, if any. + * If the dynamic range is > 255, there are two cases: + * (1) the output depth is not forced to 8 bpp + * ==> apply the bias without scaling; outdepth = 16 + * (2) the output depth is forced to 8 + * ==> linearly map the pixel values to [0 ... 255]. */ + fpixGetMin(fpix2, &minval, NULL, NULL); + fpixGetMax(fpix2, &maxval, NULL, NULL); + range = maxval - minval; + *pbias = (minval < 0.0) ? -minval : 0.0; + fpixAddMultConstant(fpix2, *pbias, 1.0); /* shift: min val ==> 0 */ + if (range <= 255 || !force8) { /* no scaling of output values */ + outdepth = (range > 255) ? 16 : 8; + } else { /* scale output values to fit in 8 bpp */ + fpixAddMultConstant(fpix2, 0.0, (255.0 / range)); + outdepth = 8; + } + + /* Convert back to pix; it won't do any clipping */ + pixd = fpixConvertToPix(fpix2, outdepth, L_CLIP_TO_ZERO, 0); + fpixDestroy(&fpix2); + + return pixd; +} + + +/*------------------------------------------------------------------------* + * Set parameter for convolution subsampling * + *------------------------------------------------------------------------*/ +/*! + * \brief l_setConvolveSampling() + + * + * \param[in] xfact, yfact integer >= 1 + * \return void + * + * 
+ * Notes:
+ *      (1) This sets the x and y output subsampling factors for generic pix
+ *          and fpix convolution.  The default values are 1 (no subsampling).
+ *
+ */ +void +l_setConvolveSampling(l_int32 xfact, + l_int32 yfact) +{ + if (xfact < 1) xfact = 1; + if (yfact < 1) yfact = 1; + ConvolveSamplingFactX = xfact; + ConvolveSamplingFactY = yfact; +} + + +/*------------------------------------------------------------------------* + * Additive gaussian noise * + *------------------------------------------------------------------------*/ +/*! + * \brief pixAddGaussianNoise() + * + * \param[in] pixs 8 bpp gray or 32 bpp rgb; no colormap + * \param[in] stdev of noise + * \return pixd 8 or 32 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) This adds noise to each pixel, taken from a normal
+ *          distribution with zero mean and specified standard deviation.
+ *
+ */ +PIX * +pixAddGaussianNoise(PIX *pixs, + l_float32 stdev) +{ +l_int32 i, j, w, h, d, wpls, wpld, val, rval, gval, bval; +l_uint32 pixel; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixAddGaussianNoise"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + + pixd = pixCreateTemplateNoInit(pixs); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + if (d == 8) { + val = GET_DATA_BYTE(lines, j); + val += (l_int32)(stdev * gaussDistribSampling() + 0.5); + val = L_MIN(255, L_MAX(0, val)); + SET_DATA_BYTE(lined, j, val); + } else { /* d = 32 */ + pixel = *(lines + j); + extractRGBValues(pixel, &rval, &gval, &bval); + rval += (l_int32)(stdev * gaussDistribSampling() + 0.5); + rval = L_MIN(255, L_MAX(0, rval)); + gval += (l_int32)(stdev * gaussDistribSampling() + 0.5); + gval = L_MIN(255, L_MAX(0, gval)); + bval += (l_int32)(stdev * gaussDistribSampling() + 0.5); + bval = L_MIN(255, L_MAX(0, bval)); + composeRGBPixel(rval, gval, bval, lined + j); + } + } + } + return pixd; +} + + +/*! + * \brief gaussDistribSampling() + * + * \return gaussian distributed variable with zero mean and unit stdev + * + * 
+ * Notes:
+ *      (1) For an explanation of the Box-Muller method for generating
+ *          a normally distributed random variable with zero mean and
+ *          unit standard deviation, see Numerical Recipes in C,
+ *          2nd edition, p. 288ff.
+ *      (2) This can be called sequentially to get samples that can be
+ *          used for adding noise to each pixel of an image, for example.
+ *
+ */ +l_float32 +gaussDistribSampling() +{ +static l_int32 select = 0; /* flips between 0 and 1 on successive calls */ +static l_float32 saveval; +l_float32 frand, xval, yval, rsq, factor; + + if (select == 0) { + while (1) { /* choose a point in a 2x2 square, centered at origin */ + frand = (l_float32)rand() / (l_float32)RAND_MAX; + xval = 2.0 * frand - 1.0; + frand = (l_float32)rand() / (l_float32)RAND_MAX; + yval = 2.0 * frand - 1.0; + rsq = xval * xval + yval * yval; + if (rsq > 0.0 && rsq < 1.0) /* point is inside the unit circle */ + break; + } + factor = sqrt(-2.0 * log(rsq) / rsq); + saveval = xval * factor; + select = 1; + return yval * factor; + } + else { + select = 0; + return saveval; + } +} diff --git a/3rdparty/hgOCR/leptonica/correlscore.c b/3rdparty/hgOCR/leptonica/correlscore.c new file mode 100644 index 00000000..3684f2cb --- /dev/null +++ b/3rdparty/hgOCR/leptonica/correlscore.c @@ -0,0 +1,879 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/* + * correlscore.c + * + * These are functions for computing correlation between + * pairs of 1 bpp images. + * + * Optimized 2 pix correlators (for jbig2 clustering) + * l_int32 pixCorrelationScore() + * l_int32 pixCorrelationScoreThresholded() + * + * Simple 2 pix correlators + * l_int32 pixCorrelationScoreSimple() + * l_int32 pixCorrelationScoreShifted() + * + * There are other, more application-oriented functions, that + * compute the correlation between two binary images, taking into + * account small translational shifts, between two binary images. + * These are: + * compare.c: pixBestCorrelation() + * Uses coarse-to-fine translations of full image + * recogident.c: pixCorrelationBestShift() + * Uses small shifts between c.c. centroids. + */ + +#include +#include "allheaders.h" + + +/* -------------------------------------------------------------------- * + * Optimized 2 pix correlators (for jbig2 clustering) * + * -------------------------------------------------------------------- */ +/*! + * \brief pixCorrelationScore() + * + * \param[in] pix1 test pix, 1 bpp + * \param[in] pix2 exemplar pix, 1 bpp + * \param[in] area1 number of on pixels in pix1 + * \param[in] area2 number of on pixels in pix2 + * \param[in] delx x comp of centroid difference + * \param[in] dely y comp of centroid difference + * \param[in] maxdiffw max width difference of pix1 and pix2 + * \param[in] maxdiffh max height difference of pix1 and pix2 + * \param[in] tab sum tab for byte + * \param[out] pscore correlation score + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *  We check first that the two pix are roughly the same size.
+ *  For jbclass (jbig2) applications at roughly 300 ppi, maxdiffw and
+ *  maxdiffh should be at least 2.
+ *
+ *  Only if they meet that criterion do we compare the bitmaps.
+ *  The centroid difference is used to align the two images to the
+ *  nearest integer for the correlation.
+ *
+ *  The correlation score is the ratio of the square of the number of
+ *  pixels in the AND of the two bitmaps to the product of the number
+ *  of ON pixels in each.  Denote the number of ON pixels in pix1
+ *  by |1|, the number in pix2 by |2|, and the number in the AND
+ *  of pix1 and pix2 by |1 & 2|.  The correlation score is then
+ *  (|1 & 2|)**2 / (|1|*|2|).
+ *
+ *  This score is compared with an input threshold, which can
+ *  be modified depending on the weight of the template.
+ *  The modified threshold is
+ *     thresh + (1.0 - thresh) * weight * R
+ *  where
+ *     weight is a fixed input factor between 0.0 and 1.0
+ *     R = |2| / area(2)
+ *  and area(2) is the total number of pixels in 2 (i.e., width x height).
+ *
+ *  To understand why a weight factor is useful, consider what happens
+ *  with thick, sans-serif characters that look similar and have a value
+ *  of R near 1.  Different characters can have a high correlation value,
+ *  and the classifier will make incorrect substitutions.  The weight
+ *  factor raises the threshold for these characters.
+ *
+ *  Yet another approach to reduce such substitutions is to run the classifier
+ *  in a non-greedy way, matching to the template with the highest
+ *  score, not the first template with a score satisfying the matching
+ *  constraint.  However, this is not particularly effective.
+ *
+ *  The implementation here gives the same result as in
+ *  pixCorrelationScoreSimple(), where a temporary Pix is made to hold
+ *  the AND and implementation uses rasterop:
+ *      pixt = pixCreateTemplate(pix1);
+ *      pixRasterop(pixt, idelx, idely, wt, ht, PIX_SRC, pix2, 0, 0);
+ *      pixRasterop(pixt, 0, 0, wi, hi, PIX_SRC & PIX_DST, pix1, 0, 0);
+ *      pixCountPixels(pixt, &count, tab);
+ *      pixDestroy(&pixt);
+ *  However, here it is done in a streaming fashion, counting as it goes,
+ *  and touching memory exactly once, giving a 3-4x speedup over the
+ *  simple implementation.  This very fast correlation matcher was
+ *  contributed by William Rucklidge.
+ *
+ */ +l_ok +pixCorrelationScore(PIX *pix1, + PIX *pix2, + l_int32 area1, + l_int32 area2, + l_float32 delx, /* x(1) - x(3) */ + l_float32 dely, /* y(1) - y(3) */ + l_int32 maxdiffw, + l_int32 maxdiffh, + l_int32 *tab, + l_float32 *pscore) +{ +l_int32 wi, hi, wt, ht, delw, delh, idelx, idely, count; +l_int32 wpl1, wpl2, lorow, hirow, locol, hicol; +l_int32 x, y, pix1lskip, pix2lskip, rowwords1, rowwords2; +l_uint32 word1, word2, andw; +l_uint32 *row1, *row2; + + PROCNAME("pixCorrelationScore"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!pix1 || pixGetDepth(pix1) != 1) + return ERROR_INT("pix1 undefined or not 1 bpp", procName, 1); + if (!pix2 || pixGetDepth(pix2) != 1) + return ERROR_INT("pix2 undefined or not 1 bpp", procName, 1); + if (!tab) + return ERROR_INT("tab not defined", procName, 1); + if (area1 <= 0 || area2 <= 0) + return ERROR_INT("areas must be > 0", procName, 1); + + /* Eliminate based on size difference */ + pixGetDimensions(pix1, &wi, &hi, NULL); + pixGetDimensions(pix2, &wt, &ht, NULL); + delw = L_ABS(wi - wt); + if (delw > maxdiffw) + return 0; + delh = L_ABS(hi - ht); + if (delh > maxdiffh) + return 0; + + /* Round difference to nearest integer */ + if (delx >= 0) + idelx = (l_int32)(delx + 0.5); + else + idelx = (l_int32)(delx - 0.5); + if (dely >= 0) + idely = (l_int32)(dely + 0.5); + else + idely = (l_int32)(dely - 0.5); + + count = 0; + wpl1 = pixGetWpl(pix1); + wpl2 = pixGetWpl(pix2); + rowwords2 = wpl2; + + /* What rows of pix1 need to be considered? Only those underlying the + * shifted pix2. */ + lorow = L_MAX(idely, 0); + hirow = L_MIN(ht + idely, hi); + + /* Get the pointer to the first row of each image that will be + * considered. */ + row1 = pixGetData(pix1) + wpl1 * lorow; + row2 = pixGetData(pix2) + wpl2 * (lorow - idely); + + /* Similarly, figure out which columns of pix1 will be considered. */ + locol = L_MAX(idelx, 0); + hicol = L_MIN(wt + idelx, wi); + + if (idelx >= 32) { + /* pix2 is shifted far enough to the right that pix1's first + * word(s) won't contribute to the count. Increment its + * pointer to point to the first word that will contribute, + * and adjust other values accordingly. */ + pix1lskip = idelx >> 5; /* # of words to skip on left */ + row1 += pix1lskip; + locol -= pix1lskip << 5; + hicol -= pix1lskip << 5; + idelx &= 31; + } else if (idelx <= -32) { + /* pix2 is shifted far enough to the left that its first word(s) + * won't contribute to the count. Increment its pointer + * to point to the first word that will contribute, + * and adjust other values accordingly. */ + pix2lskip = -((idelx + 31) >> 5); /* # of words to skip on left */ + row2 += pix2lskip; + rowwords2 -= pix2lskip; + idelx += pix2lskip << 5; + } + + if ((locol >= hicol) || (lorow >= hirow)) { /* there is no overlap */ + count = 0; + } else { + /* How many words of each row of pix1 need to be considered? */ + rowwords1 = (hicol + 31) >> 5; + + if (idelx == 0) { + /* There's no lateral offset; simple case. */ + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + for (x = 0; x < rowwords1; x++) { + andw = row1[x] & row2[x]; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + } + } else if (idelx > 0) { + /* pix2 is shifted to the right. word 0 of pix1 is touched by + * word 0 of pix2; word 1 of pix1 is touched by word 0 and word + * 1 of pix2, and so on up to the last word of pix1 (word N), + * which is touched by words N-1 and N of pix1... if there is a + * word N. Handle the two cases (pix2 has N-1 words and pix2 + * has at least N words) separately. + * + * Note: we know that pix2 has at least N-1 words (i.e., + * rowwords2 >= rowwords1 - 1) by the following logic. + * We can pretend that idelx <= 31 because the >= 32 logic + * above adjusted everything appropriately. Then + * hicol <= wt + idelx <= wt + 31, so + * hicol + 31 <= wt + 62 + * rowwords1 = (hicol + 31) >> 5 <= (wt + 62) >> 5 + * rowwords2 == (wt + 31) >> 5, so + * rowwords1 <= rowwords2 + 1 */ + if (rowwords2 < rowwords1) { + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + /* Do the first iteration so the loop can be + * branch-free. */ + word1 = row1[0]; + word2 = row2[0] >> idelx; + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + + for (x = 1; x < rowwords2; x++) { + word1 = row1[x]; + word2 = (row2[x] >> idelx) | + (row2[x - 1] << (32 - idelx)); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + + /* Now the last iteration - we know that this is safe + * (i.e. rowwords1 >= 2) because rowwords1 > rowwords2 + * > 0 (if it was 0, we'd have taken the "count = 0" + * fast-path out of here). */ + word1 = row1[x]; + word2 = row2[x - 1] << (32 - idelx); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + } else { + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + /* Do the first iteration so the loop can be + * branch-free. This section is the same as above + * except for the different limit on the loop, since + * the last iteration is the same as all the other + * iterations (beyond the first). */ + word1 = row1[0]; + word2 = row2[0] >> idelx; + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + + for (x = 1; x < rowwords1; x++) { + word1 = row1[x]; + word2 = (row2[x] >> idelx) | + (row2[x - 1] << (32 - idelx)); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + } + } + } else { + /* pix2 is shifted to the left. word 0 of pix1 is touched by + * word 0 and word 1 of pix2, and so on up to the last word of + * pix1 (word N), which is touched by words N and N+1 of + * pix2... if there is a word N+1. Handle the two cases (pix2 + * has N words and pix2 has at least N+1 words) separately. */ + if (rowwords1 < rowwords2) { + /* pix2 has at least N+1 words, so every iteration through + * the loop can be the same. */ + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + for (x = 0; x < rowwords1; x++) { + word1 = row1[x]; + word2 = row2[x] << -idelx; + word2 |= row2[x + 1] >> (32 + idelx); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + } + } else { + /* pix2 has only N words, so the last iteration is broken + * out. */ + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + for (x = 0; x < rowwords1 - 1; x++) { + word1 = row1[x]; + word2 = row2[x] << -idelx; + word2 |= row2[x + 1] >> (32 + idelx); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + + word1 = row1[x]; + word2 = row2[x] << -idelx; + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + } + } + } + + *pscore = (l_float32)count * (l_float32)count / + ((l_float32)area1 * (l_float32)area2); +/* fprintf(stderr, "score = %5.3f, count = %d, area1 = %d, area2 = %d\n", + *pscore, count, area1, area2); */ + return 0; +} + + +/*! + * \brief pixCorrelationScoreThresholded() + * + * \param[in] pix1 test pix, 1 bpp + * \param[in] pix2 exemplar pix, 1 bpp + * \param[in] area1 number of on pixels in pix1 + * \param[in] area2 number of on pixels in pix2 + * \param[in] delx x comp of centroid difference + * \param[in] dely y comp of centroid difference + * \param[in] maxdiffw max width difference of pix1 and pix2 + * \param[in] maxdiffh max height difference of pix1 and pix2 + * \param[in] tab sum tab for byte + * \param[in] downcount count of 1 pixels below each row of pix1 + * \param[in] score_threshold + * \return whether the correlation score is >= score_threshold + * + * + * 
+ * Notes:
+ *  We check first that the two pix are roughly the same size.
+ *  Only if they meet that criterion do we compare the bitmaps.
+ *  The centroid difference is used to align the two images to the
+ *  nearest integer for the correlation.
+ *
+ *  The correlation score is the ratio of the square of the number of
+ *  pixels in the AND of the two bitmaps to the product of the number
+ *  of ON pixels in each.  Denote the number of ON pixels in pix1
+ *  by |1|, the number in pix2 by |2|, and the number in the AND
+ *  of pix1 and pix2 by |1 & 2|.  The correlation score is then
+ *  (|1 & 2|)**2 / (|1|*|2|).
+ *
+ *  This score is compared with an input threshold, which can
+ *  be modified depending on the weight of the template.
+ *  The modified threshold is
+ *     thresh + (1.0 - thresh) * weight * R
+ *  where
+ *     weight is a fixed input factor between 0.0 and 1.0
+ *     R = |2| / area(2)
+ *  and area(2) is the total number of pixels in 2 (i.e., width x height).
+ *
+ *  To understand why a weight factor is useful, consider what happens
+ *  with thick, sans-serif characters that look similar and have a value
+ *  of R near 1.  Different characters can have a high correlation value,
+ *  and the classifier will make incorrect substitutions.  The weight
+ *  factor raises the threshold for these characters.
+ *
+ *  Yet another approach to reduce such substitutions is to run the classifier
+ *  in a non-greedy way, matching to the template with the highest
+ *  score, not the first template with a score satisfying the matching
+ *  constraint.  However, this is not particularly effective.
+ *
+ *  This very fast correlation matcher was contributed by William Rucklidge.
+ *
+ */ +l_int32 +pixCorrelationScoreThresholded(PIX *pix1, + PIX *pix2, + l_int32 area1, + l_int32 area2, + l_float32 delx, /* x(1) - x(3) */ + l_float32 dely, /* y(1) - y(3) */ + l_int32 maxdiffw, + l_int32 maxdiffh, + l_int32 *tab, + l_int32 *downcount, + l_float32 score_threshold) +{ +l_int32 wi, hi, wt, ht, delw, delh, idelx, idely, count; +l_int32 wpl1, wpl2, lorow, hirow, locol, hicol, untouchable; +l_int32 x, y, pix1lskip, pix2lskip, rowwords1, rowwords2; +l_uint32 word1, word2, andw; +l_uint32 *row1, *row2; +l_float32 score; +l_int32 threshold; + + PROCNAME("pixCorrelationScoreThresholded"); + + if (!pix1 || pixGetDepth(pix1) != 1) + return ERROR_INT("pix1 undefined or not 1 bpp", procName, 0); + if (!pix2 || pixGetDepth(pix2) != 1) + return ERROR_INT("pix2 undefined or not 1 bpp", procName, 0); + if (!tab) + return ERROR_INT("tab not defined", procName, 0); + if (area1 <= 0 || area2 <= 0) + return ERROR_INT("areas must be > 0", procName, 0); + + /* Eliminate based on size difference */ + pixGetDimensions(pix1, &wi, &hi, NULL); + pixGetDimensions(pix2, &wt, &ht, NULL); + delw = L_ABS(wi - wt); + if (delw > maxdiffw) + return FALSE; + delh = L_ABS(hi - ht); + if (delh > maxdiffh) + return FALSE; + + /* Round difference to nearest integer */ + if (delx >= 0) + idelx = (l_int32)(delx + 0.5); + else + idelx = (l_int32)(delx - 0.5); + if (dely >= 0) + idely = (l_int32)(dely + 0.5); + else + idely = (l_int32)(dely - 0.5); + + /* Compute the correlation count that is needed so that + * count * count / (area1 * area2) >= score_threshold */ + threshold = (l_int32)ceil(sqrt((l_float64)score_threshold * area1 * area2)); + + count = 0; + wpl1 = pixGetWpl(pix1); + wpl2 = pixGetWpl(pix2); + rowwords2 = wpl2; + + /* What rows of pix1 need to be considered? Only those underlying the + * shifted pix2. */ + lorow = L_MAX(idely, 0); + hirow = L_MIN(ht + idely, hi); + + /* Get the pointer to the first row of each image that will be + * considered. */ + row1 = pixGetData(pix1) + wpl1 * lorow; + row2 = pixGetData(pix2) + wpl2 * (lorow - idely); + if (hirow <= hi) { + /* Some rows of pix1 will never contribute to count */ + untouchable = downcount[hirow - 1]; + } + + /* Similarly, figure out which columns of pix1 will be considered. */ + locol = L_MAX(idelx, 0); + hicol = L_MIN(wt + idelx, wi); + + if (idelx >= 32) { + /* pix2 is shifted far enough to the right that pix1's first + * word(s) won't contribute to the count. Increment its + * pointer to point to the first word that will contribute, + * and adjust other values accordingly. */ + pix1lskip = idelx >> 5; /* # of words to skip on left */ + row1 += pix1lskip; + locol -= pix1lskip << 5; + hicol -= pix1lskip << 5; + idelx &= 31; + } else if (idelx <= -32) { + /* pix2 is shifted far enough to the left that its first word(s) + * won't contribute to the count. Increment its pointer + * to point to the first word that will contribute, + * and adjust other values accordingly. */ + pix2lskip = -((idelx + 31) >> 5); /* # of words to skip on left */ + row2 += pix2lskip; + rowwords2 -= pix2lskip; + idelx += pix2lskip << 5; + } + + if ((locol >= hicol) || (lorow >= hirow)) { /* there is no overlap */ + count = 0; + } else { + /* How many words of each row of pix1 need to be considered? */ + rowwords1 = (hicol + 31) >> 5; + + if (idelx == 0) { + /* There's no lateral offset; simple case. */ + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + for (x = 0; x < rowwords1; x++) { + andw = row1[x] & row2[x]; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + + /* If the count is over the threshold, no need to + * calculate any further. Likewise, return early if the + * count plus the maximum count attainable from further + * rows is below the threshold. */ + if (count >= threshold) return TRUE; + if (count + downcount[y] - untouchable < threshold) { + return FALSE; + } + } + } else if (idelx > 0) { + /* pix2 is shifted to the right. word 0 of pix1 is touched by + * word 0 of pix2; word 1 of pix1 is touched by word 0 and word + * 1 of pix2, and so on up to the last word of pix1 (word N), + * which is touched by words N-1 and N of pix1... if there is a + * word N. Handle the two cases (pix2 has N-1 words and pix2 + * has at least N words) separately. + * + * Note: we know that pix2 has at least N-1 words (i.e., + * rowwords2 >= rowwords1 - 1) by the following logic. + * We can pretend that idelx <= 31 because the >= 32 logic + * above adjusted everything appropriately. Then + * hicol <= wt + idelx <= wt + 31, so + * hicol + 31 <= wt + 62 + * rowwords1 = (hicol + 31) >> 5 <= (wt + 62) >> 5 + * rowwords2 == (wt + 31) >> 5, so + * rowwords1 <= rowwords2 + 1 */ + if (rowwords2 < rowwords1) { + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + /* Do the first iteration so the loop can be + * branch-free. */ + word1 = row1[0]; + word2 = row2[0] >> idelx; + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + + for (x = 1; x < rowwords2; x++) { + word1 = row1[x]; + word2 = (row2[x] >> idelx) | + (row2[x - 1] << (32 - idelx)); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + + /* Now the last iteration - we know that this is safe + * (i.e. rowwords1 >= 2) because rowwords1 > rowwords2 + * > 0 (if it was 0, we'd have taken the "count = 0" + * fast-path out of here). */ + word1 = row1[x]; + word2 = row2[x - 1] << (32 - idelx); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + + if (count >= threshold) return TRUE; + if (count + downcount[y] - untouchable < threshold) { + return FALSE; + } + } + } else { + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + /* Do the first iteration so the loop can be + * branch-free. This section is the same as above + * except for the different limit on the loop, since + * the last iteration is the same as all the other + * iterations (beyond the first). */ + word1 = row1[0]; + word2 = row2[0] >> idelx; + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + + for (x = 1; x < rowwords1; x++) { + word1 = row1[x]; + word2 = (row2[x] >> idelx) | + (row2[x - 1] << (32 - idelx)); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + + if (count >= threshold) return TRUE; + if (count + downcount[y] - untouchable < threshold) { + return FALSE; + } + } + } + } else { + /* pix2 is shifted to the left. word 0 of pix1 is touched by + * word 0 and word 1 of pix2, and so on up to the last word of + * pix1 (word N), which is touched by words N and N+1 of + * pix2... if there is a word N+1. Handle the two cases (pix2 + * has N words and pix2 has at least N+1 words) separately. */ + if (rowwords1 < rowwords2) { + /* pix2 has at least N+1 words, so every iteration through + * the loop can be the same. */ + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + for (x = 0; x < rowwords1; x++) { + word1 = row1[x]; + word2 = row2[x] << -idelx; + word2 |= row2[x + 1] >> (32 + idelx); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + + if (count >= threshold) return TRUE; + if (count + downcount[y] - untouchable < threshold) { + return FALSE; + } + } + } else { + /* pix2 has only N words, so the last iteration is broken + * out. */ + for (y = lorow; y < hirow; y++, row1 += wpl1, row2 += wpl2) { + for (x = 0; x < rowwords1 - 1; x++) { + word1 = row1[x]; + word2 = row2[x] << -idelx; + word2 |= row2[x + 1] >> (32 + idelx); + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + } + + word1 = row1[x]; + word2 = row2[x] << -idelx; + andw = word1 & word2; + count += tab[andw & 0xff] + + tab[(andw >> 8) & 0xff] + + tab[(andw >> 16) & 0xff] + + tab[andw >> 24]; + + if (count >= threshold) return TRUE; + if (count + downcount[y] - untouchable < threshold) { + return FALSE; + } + } + } + } + } + + score = (l_float32)count * (l_float32)count / + ((l_float32)area1 * (l_float32)area2); + if (score >= score_threshold) { + fprintf(stderr, "count %d < threshold %d but score %g >= score_threshold %g\n", + count, threshold, score, score_threshold); + } + return FALSE; +} + + +/* -------------------------------------------------------------------- * + * Simple 2 pix correlators (for jbig2 clustering) * + * -------------------------------------------------------------------- */ +/*! + * \brief pixCorrelationScoreSimple() + * + * \param[in] pix1 test pix, 1 bpp + * \param[in] pix2 exemplar pix, 1 bpp + * \param[in] area1 number of on pixels in pix1 + * \param[in] area2 number of on pixels in pix2 + * \param[in] delx x comp of centroid difference + * \param[in] dely y comp of centroid difference + * \param[in] maxdiffw max width difference of pix1 and pix2 + * \param[in] maxdiffh max height difference of pix1 and pix2 + * \param[in] tab sum tab for byte + * \param[out] pscore correlation score, in range [0.0 ... 1.0] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This calculates exactly the same value as pixCorrelationScore().
+ *          It is 2-3x slower, but much simpler to understand.
+ *      (2) The returned correlation score is 0.0 if the width or height
+ *          exceed %maxdiffw or %maxdiffh.
+ *
+ */ +l_ok +pixCorrelationScoreSimple(PIX *pix1, + PIX *pix2, + l_int32 area1, + l_int32 area2, + l_float32 delx, /* x(1) - x(3) */ + l_float32 dely, /* y(1) - y(3) */ + l_int32 maxdiffw, + l_int32 maxdiffh, + l_int32 *tab, + l_float32 *pscore) +{ +l_int32 wi, hi, wt, ht, delw, delh, idelx, idely, count; +PIX *pixt; + + PROCNAME("pixCorrelationScoreSimple"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!pix1 || pixGetDepth(pix1) != 1) + return ERROR_INT("pix1 undefined or not 1 bpp", procName, 1); + if (!pix2 || pixGetDepth(pix2) != 1) + return ERROR_INT("pix2 undefined or not 1 bpp", procName, 1); + if (!tab) + return ERROR_INT("tab not defined", procName, 1); + if (!area1 || !area2) + return ERROR_INT("areas must be > 0", procName, 1); + + /* Eliminate based on size difference */ + pixGetDimensions(pix1, &wi, &hi, NULL); + pixGetDimensions(pix2, &wt, &ht, NULL); + delw = L_ABS(wi - wt); + if (delw > maxdiffw) + return 0; + delh = L_ABS(hi - ht); + if (delh > maxdiffh) + return 0; + + /* Round difference to nearest integer */ + if (delx >= 0) + idelx = (l_int32)(delx + 0.5); + else + idelx = (l_int32)(delx - 0.5); + if (dely >= 0) + idely = (l_int32)(dely + 0.5); + else + idely = (l_int32)(dely - 0.5); + + /* pixt = pixAnd(NULL, pix1, pix2), including shift. + * To insure that pixels are ON only within the + * intersection of pix1 and the shifted pix2: + * (1) Start with pixt cleared and equal in size to pix1. + * (2) Blit the shifted pix2 onto pixt. Then all ON pixels + * are within the intersection of pix1 and the shifted pix2. + * (3) AND pix1 with pixt. */ + pixt = pixCreateTemplate(pix1); + pixRasterop(pixt, idelx, idely, wt, ht, PIX_SRC, pix2, 0, 0); + pixRasterop(pixt, 0, 0, wi, hi, PIX_SRC & PIX_DST, pix1, 0, 0); + pixCountPixels(pixt, &count, tab); + pixDestroy(&pixt); + + *pscore = (l_float32)count * (l_float32)count / + ((l_float32)area1 * (l_float32)area2); +/* fprintf(stderr, "score = %5.3f, count = %d, area1 = %d, area2 = %d\n", + *pscore, count, area1, area2); */ + return 0; +} + + +/*! + * \brief pixCorrelationScoreShifted() + * + * \param[in] pix1 1 bpp + * \param[in] pix2 1 bpp + * \param[in] area1 number of on pixels in pix1 + * \param[in] area2 number of on pixels in pix2 + * \param[in] delx x translation of pix2 relative to pix1 + * \param[in] dely y translation of pix2 relative to pix1 + * \param[in] tab sum tab for byte + * \param[out] pscore correlation score + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This finds the correlation between two 1 bpp images,
+ *          when pix2 is shifted by (delx, dely) with respect
+ *          to each other.
+ *      (2) This is implemented by starting with a copy of pix1 and
+ *          ANDing its pixels with those of a shifted pix2.
+ *      (3) Get the pixel counts for area1 and area2 using piCountPixels().
+ *      (4) A good estimate for a shift that would maximize the correlation
+ *          is to align the centroids (cx1, cy1; cx2, cy2), giving the
+ *          relative translations etransx and etransy:
+ *             etransx = cx1 - cx2
+ *             etransy = cy1 - cy2
+ *          Typically delx is chosen to be near etransx; ditto for dely.
+ *          This function is used in pixBestCorrelation(), where the
+ *          translations delx and dely are varied to find the best alignment.
+ *      (5) We do not check the sizes of pix1 and pix2, because they should
+ *          be comparable.
+ *
+ */ +l_ok +pixCorrelationScoreShifted(PIX *pix1, + PIX *pix2, + l_int32 area1, + l_int32 area2, + l_int32 delx, + l_int32 dely, + l_int32 *tab, + l_float32 *pscore) +{ +l_int32 w1, h1, w2, h2, count; +PIX *pixt; + + PROCNAME("pixCorrelationScoreShifted"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!pix1 || pixGetDepth(pix1) != 1) + return ERROR_INT("pix1 undefined or not 1 bpp", procName, 1); + if (!pix2 || pixGetDepth(pix2) != 1) + return ERROR_INT("pix2 undefined or not 1 bpp", procName, 1); + if (!tab) + return ERROR_INT("tab not defined", procName, 1); + if (!area1 || !area2) + return ERROR_INT("areas must be > 0", procName, 1); + + pixGetDimensions(pix1, &w1, &h1, NULL); + pixGetDimensions(pix2, &w2, &h2, NULL); + + /* To insure that pixels are ON only within the + * intersection of pix1 and the shifted pix2: + * (1) Start with pixt cleared and equal in size to pix1. + * (2) Blit the shifted pix2 onto pixt. Then all ON pixels + * are within the intersection of pix1 and the shifted pix2. + * (3) AND pix1 with pixt. */ + pixt = pixCreateTemplate(pix1); + pixRasterop(pixt, delx, dely, w2, h2, PIX_SRC, pix2, 0, 0); + pixRasterop(pixt, 0, 0, w1, h1, PIX_SRC & PIX_DST, pix1, 0, 0); + pixCountPixels(pixt, &count, tab); + pixDestroy(&pixt); + + *pscore = (l_float32)count * (l_float32)count / + ((l_float32)area1 * (l_float32)area2); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/dewarp.h b/3rdparty/hgOCR/leptonica/dewarp.h new file mode 100644 index 00000000..37bfb632 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dewarp.h @@ -0,0 +1,191 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_DEWARP_H +#define LEPTONICA_DEWARP_H + +/*! + * \file dewarp.h + * + * 
+ *     Data structure to hold arrays and results for generating
+ *     horizontal and vertical disparity arrays based on textlines.
+ *     Each disparity array is two-dimensional.  The vertical disparity
+ *     array gives a vertical displacement, relative to the lowest point
+ *     in the textlines.  The horizontal disparty array gives a horizontal
+ *     displacement, relative to the minimum values (for even pages)
+ *     or maximum values (for odd pages) of the left and right ends of
+ *     full textlines.  Horizontal alignment always involves translations
+ *     away from the book gutter.
+ *
+ *     We have intentionally separated the process of building models
+ *     from the rendering process that uses the models.  For any page,
+ *     the building operation either creates an actual model (that is,
+ *     a model with at least the vertical disparity being computed, and
+ *     for which the 'success' flag is set) or fails to create a model.
+ *     However, at rendering time, a page can have one of two different
+ *     types of models.
+ *     (1) A valid model is an actual model that meets the rendering
+ *         constraints, which are limits on model curvature parameters.
+ *         See dewarpaTestForValidModel() for details.
+ *         Valid models are identified by dewarpaInsertRefModels(),
+ *         which sets the 'vvalid' and 'hvalid' fields.  Only valid
+ *         models are used for rendering.
+ *     (2) A reference model is used by a page that doesn't have
+ *         a valid model, but has a nearby valid model of the same
+ *         parity (even/odd page) that it can use.  The range in pages
+ *         to search for a valid model is given by the 'maxdist' field.
+ *
+ *     At the rendering stage, vertical and horizontal disparities are
+ *     treated differently.  It is somewhat more robust to generate
+ *     vertical disparity models (VDM) than horizontal disparity
+ *     models (HDM). A valid VDM is required for any correction to
+ *     be made; if a valid VDM is not available, just use the input
+ *     image.  Otherwise, assuming it is available, the use of the
+ *     HDM is controlled by two fields: 'useboth' and 'check_columns'.
+ *       (a) With useboth == 0, we use only the VDM.
+ *       (b) With useboth == 1, we require using the VDM and, if a valid
+ *           horizontal disparity model (HDM) is available, we also use it.
+ *       (c) With check_columns == 1, check for multiple columns and if
+ *           true, only use the VDM, even if a valid HDM is available.
+ *           Note that 'check_columns' takes precedence over 'useboth'
+ *           when there is more than 1 column of text.  By default,
+ *           check_columns == 0.
+ *
+ *     The 'maxdist' parameter is input when the dewarpa is created.
+ *     The other rendering parameters have default values given in dewarp1.c.
+ *     All parameters used by rendering can be set (or reset) using accessors.
+ *
+ *     After dewarping, use of the VDM will cause all points on each
+ *     altered curve to have a y-value equal to the minimum.  Use of
+ *     the HDA will cause the left and right edges of the textlines
+ *     to be vertically aligned if they had been typeset flush-left
+ *     and flush-right, respectively.
+ *
+ *     The sampled disparity arrays are expanded to full resolution,
+ *     using linear interpolation, and this is further expanded
+ *     by slope continuation to the right and below if the image
+ *     is larger than the full resolution disparity arrays.  Then
+ *     the disparity correction can be applied to the input image.
+ *     If the input pix are 2x reduced, the expansion from sampled
+ *     to full res uses the product of (sampling) * (redfactor).
+ *
+ *     The most accurate results are produced at full resolution, and
+ *     this is generally recommended.
+ *
+ */ + + /*! Dewarp version for serialization + * 
+     * Note on versioning of the serialization of this data structure:
+     * The dewarping utility and the stored data can be expected to change.
+     * In most situations, the serialized version is ephemeral -- it is
+     * not needed after being used.  No functions will be provided to
+     * convert between different versions.
+     *
+ */ +#define DEWARP_VERSION_NUMBER 4 + +/*! Data structure to hold a number of Dewarp */ +struct L_Dewarpa +{ + l_int32 nalloc; /*!< size of dewarp ptr array */ + l_int32 maxpage; /*!< maximum page number in array */ + struct L_Dewarp **dewarp; /*!< array of ptrs to page dewarp */ + struct L_Dewarp **dewarpcache; /*!< array of ptrs to cached dewarps */ + struct Numa *namodels; /*!< list of page numbers for pages */ + /*!< with page models */ + struct Numa *napages; /*!< list of page numbers with either */ + /*!< page models or ref page models */ + l_int32 redfactor; /*!< reduction factor of input: 1 or 2 */ + l_int32 sampling; /*!< disparity arrays sampling factor */ + l_int32 minlines; /*!< min number of long lines required */ + l_int32 maxdist; /*!< max distance for getting ref page */ + l_int32 max_linecurv; /*!< maximum abs line curvature, */ + /*!< in micro-units */ + l_int32 min_diff_linecurv; /*!< minimum abs diff line */ + /*!< curvature in micro-units */ + l_int32 max_diff_linecurv; /*!< maximum abs diff line */ + /*!< curvature in micro-units */ + l_int32 max_edgeslope; /*!< maximum abs left or right edge */ + /*!< slope, in milli-units */ + l_int32 max_edgecurv; /*!< maximum abs left or right edge */ + /*!< curvature, in micro-units */ + l_int32 max_diff_edgecurv; /*!< maximum abs diff left-right */ + /*!< edge curvature, in micro-units */ + l_int32 useboth; /*!< use both disparity arrays if */ + /*!< available; only vertical otherwise */ + l_int32 check_columns; /*!< if there are multiple columns, */ + /*!< only use the vertical disparity */ + /*!< array */ + l_int32 modelsready; /*!< invalid models have been removed */ + /*!< and refs built against valid set */ +}; +typedef struct L_Dewarpa L_DEWARPA; + + +/*! Data structure for a single dewarp */ +struct L_Dewarp +{ + struct L_Dewarpa *dewa; /*!< ptr to parent (not owned) */ + struct Pix *pixs; /*!< source pix, 1 bpp */ + struct FPix *sampvdispar; /*!< sampled vert disparity array */ + struct FPix *samphdispar; /*!< sampled horiz disparity array */ + struct FPix *sampydispar; /*!< sampled slope h-disparity array */ + struct FPix *fullvdispar; /*!< full vert disparity array */ + struct FPix *fullhdispar; /*!< full horiz disparity array */ + struct FPix *fullydispar; /*!< full slope h-disparity array */ + struct Numa *namidys; /*!< sorted y val of midpoint each line */ + struct Numa *nacurves; /*!< sorted curvature of each line */ + l_int32 w; /*!< width of source image */ + l_int32 h; /*!< height of source image */ + l_int32 pageno; /*!< page number; important for reuse */ + l_int32 sampling; /*!< sampling factor of disparity arrays */ + l_int32 redfactor; /*!< reduction factor of pixs: 1 or 2 */ + l_int32 minlines; /*!< min number of long lines required */ + l_int32 nlines; /*!< number of long lines found */ + l_int32 mincurv; /*!< min line curvature in micro-units */ + l_int32 maxcurv; /*!< max line curvature in micro-units */ + l_int32 leftslope; /*!< left edge slope in milli-units */ + l_int32 rightslope; /*!< right edge slope in milli-units */ + l_int32 leftcurv; /*!< left edge curvature in micro-units */ + l_int32 rightcurv; /*!< right edge curvature in micro-units*/ + l_int32 nx; /*!< number of sampling pts in x-dir */ + l_int32 ny; /*!< number of sampling pts in y-dir */ + l_int32 hasref; /*!< 0 if normal; 1 if has a refpage */ + l_int32 refpage; /*!< page with disparity model to use */ + l_int32 vsuccess; /*!< sets to 1 if vert disparity builds */ + l_int32 hsuccess; /*!< sets to 1 if horiz disparity builds */ + l_int32 ysuccess; /*!< sets to 1 if slope disparity builds */ + l_int32 vvalid; /*!< sets to 1 if valid vert disparity */ + l_int32 hvalid; /*!< sets to 1 if valid horiz disparity */ + l_int32 skip_horiz; /*!< if 1, skip horiz disparity */ + /*!< correction */ + l_int32 debug; /*!< set to 1 if debug output requested */ +}; +typedef struct L_Dewarp L_DEWARP; + +#endif /* LEPTONICA_DEWARP_H */ diff --git a/3rdparty/hgOCR/leptonica/dewarp1.c b/3rdparty/hgOCR/leptonica/dewarp1.c new file mode 100644 index 00000000..528033a4 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dewarp1.c @@ -0,0 +1,1697 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file dewarp1.c + * 
+ *
+ *    Basic operations and serialization
+ *
+ *      Create/destroy dewarp
+ *          L_DEWARP          *dewarpCreate()
+ *          L_DEWARP          *dewarpCreateRef()
+ *          void               dewarpDestroy()
+ *
+ *      Create/destroy dewarpa
+ *          L_DEWARPA         *dewarpaCreate()
+ *          L_DEWARPA         *dewarpaCreateFromPixacomp()
+ *          void               dewarpaDestroy()
+ *          l_int32            dewarpaDestroyDewarp()
+ *
+ *      Dewarpa insertion/extraction
+ *          l_int32            dewarpaInsertDewarp()
+ *          static l_int32     dewarpaExtendArraysToSize()
+ *          L_DEWARP          *dewarpaGetDewarp()
+ *
+ *      Setting parameters to control rendering from the model
+ *          l_int32            dewarpaSetCurvatures()
+ *          l_int32            dewarpaUseBothArrays()
+ *          l_int32            dewarpaSetCheckColumns()
+ *          l_int32            dewarpaSetMaxDistance()
+ *
+ *      Dewarp serialized I/O
+ *          L_DEWARP          *dewarpRead()
+ *          L_DEWARP          *dewarpReadStream()
+ *          L_DEWARP          *dewarpReadMem()
+ *          l_int32            dewarpWrite()
+ *          l_int32            dewarpWriteStream()
+ *          l_int32            dewarpWriteMem()
+ *
+ *      Dewarpa serialized I/O
+ *          L_DEWARPA         *dewarpaRead()
+ *          L_DEWARPA         *dewarpaReadStream()
+ *          L_DEWARPA         *dewarpaReadMem()
+ *          l_int32            dewarpaWrite()
+ *          l_int32            dewarpaWriteStream()
+ *          l_int32            dewarpaWriteMem()
+ *
+ *
+ *  Examples of usage
+ *  =================
+ *
+ *  See dewarpaCreateFromPixacomp() for an example of the basic
+ *  operations, starting from a set of 1 bpp images.
+ *
+ *  Basic functioning to dewarp a specific single page:
+ * \code
+ *     // Make the Dewarpa for the pages
+ *     L_Dewarpa *dewa = dewarpaCreate(1, 30, 1, 15, 50);
+ *     dewarpaSetCurvatures(dewa, -1, 5, -1, -1, -1, -1);
+ *     dewarpaUseBothArrays(dewa, 1);  // try to use both disparity
+ *                                     // arrays for this example
+ *
+ *     // Do the page: start with a binarized image
+ *     Pix *pixb = "binarize"(pixs);
+ *     // Initialize a Dewarp for this page (say, page 214)
+ *     L_Dewarp *dew = dewarpCreate(pixb, 214);
+ *     // Insert in Dewarpa and obtain parameters for building the model
+ *     dewarpaInsertDewarp(dewa, dew);
+ *     // Do the work
+ *     dewarpBuildPageModel(dew, NULL);  // no debugging
+ *     // Optionally set rendering parameters
+ *     // Apply model to the input pixs
+ *     Pix *pixd;
+ *     dewarpaApplyDisparity(dewa, 214, pixs, 255, 0, 0, &pixd, NULL);
+ *     pixDestroy(&pixb);
+ * \endcode
+ *
+ *  Basic functioning to dewarp many pages:
+ * \code
+ *     // Make the Dewarpa for the set of pages; use fullres 1 bpp
+ *     L_Dewarpa *dewa = dewarpaCreate(10, 30, 1, 15, 50);
+ *     // Optionally set rendering parameters
+ *     dewarpaSetCurvatures(dewa, -1, 10, -1, -1, -1, -1);
+ *     dewarpaUseBothArrays(dewa, 0);  // just use the vertical disparity
+ *                                     // array for this example
+ *
+ *     // Do first page: start with a binarized image
+ *     Pix *pixb = "binarize"(pixs);
+ *     // Initialize a Dewarp for this page (say, page 1)
+ *     L_Dewarp *dew = dewarpCreate(pixb, 1);
+ *     // Insert in Dewarpa and obtain parameters for building the model
+ *     dewarpaInsertDewarp(dewa, dew);
+ *     // Do the work
+ *     dewarpBuildPageModel(dew, NULL);  // no debugging
+ *     dewarpMinimze(dew);  // remove most heap storage
+ *     pixDestroy(&pixb);
+ *
+ *     // Do the other pages the same way
+ *     ...
+ *
+ *     // Apply models to each page; if the page model is invalid,
+ *     // try to use a valid neighboring model.  Note that the call
+ *     // to dewarpaInsertRefModels() is optional, because it is called
+ *     // by dewarpaApplyDisparity() on the first page it acts on.
+ *     dewarpaInsertRefModels(dewa, 0, 1); // use debug flag to get more
+ *                         // detailed information about the page models
+ *     [For each page, where pixs is the fullres image to be dewarped] {
+ *         L_Dewarp *dew = dewarpaGetDewarp(dewa, pageno);
+ *         if (dew) {  // disparity model exists
+ *             Pix *pixd;
+ *             dewarpaApplyDisparity(dewa, pageno, pixs, 255,
+ *                                   0, 0, &pixd, NULL);
+ *             dewarpMinimize(dew);  // clean out the pix and fpix arrays
+ *             // Squirrel pixd away somewhere ...)
+ *         }
+ *     }
+ * \endcode
+ *
+ *  Basic functioning to dewarp a small set of pages, potentially
+ *  using models from nearby pages:
+ * \code
+ *     // (1) Generate a set of binarized images in the vicinity of the
+ *     // pages to be dewarped.  We will attempt to compute models
+ *     // for pages from 'firstpage' to 'lastpage'.
+ *     // Store the binarized images in a compressed array of
+ *     // size 'n', where 'n' is the number of images to be stored,
+ *     // and where the offset is the first page.
+ *     PixaComp *pixac = pixacompCreateInitialized(n, firstpage, NULL,
+ *                                                 IFF_TIFF_G4);
+ *     for (i = firstpage; i <= lastpage; i++) {
+ *         Pix *pixb = "binarize"(pixs);
+ *         pixacompReplacePix(pixac, i, pixb, IFF_TIFF_G4);
+ *         pixDestroy(&pixb);
+ *     }
+ *
+ *     // (2) Make the Dewarpa for the pages.
+ *     L_Dewarpa *dewa =
+ *           dewarpaCreateFromPixacomp(pixac, 30, 15, 20);
+ *     dewarpaUseBothArrays(dewa, 1);  // try to use both disparity arrays
+ *                                     // in this example
+ *
+ *     // (3) Finally, apply the models.  For page 'firstpage' with image pixs:
+ *     L_Dewarp *dew = dewarpaGetDewarp(dewa, firstpage);
+ *     if (dew) {  // disparity model exists
+ *         Pix *pixd;
+ *         dewarpaApplyDisparity(dewa, firstpage, pixs, 255, 0, 0, &pixd, NULL);
+ *         dewarpMinimize(dew);
+ *     }
+ * \endcode
+ *
+ *  Because in general some pages will not have enough text to build a
+ *  model, we fill in for those pages with a reference to the page
+ *  model to use.  Both the target page and the reference page must
+ *  have the same parity.  We can also choose to use either a partial model
+ *  (with only vertical disparity) or the full model of a nearby page.
+ *
+ *  Minimizing the data in a model by stripping out images,
+ *  numas, and full resolution disparity arrays:
+ *     dewarpMinimize(dew);
+ *  This can be done at any time to save memory.  Serialization does
+ *  not use the data that is stripped.
+ *
+ *  You can apply any model (in a dew), stripped or not, to another image:
+ * \code
+ *     // For all pages with invalid models, assign the nearest valid
+ *     // page model with same parity.
+ *     dewarpaInsertRefModels(dewa, 0, 0);
+ *     // You can then apply to 'newpix' the page model that was assigned
+ *     // to 'pageno', giving the result in pixd:
+ *     Pix *pixd;
+ *     dewarpaApplyDisparity(dewa, pageno, newpix, 255, 0, 0, &pixd, NULL);
+ * \endcode
+ *
+ *  You can apply the disparity arrays to a deliberately undercropped
+ *  image.  Suppose that you undercrop by (left, right, top, bot), so
+ *  that the disparity arrays are aligned with their origin at (left, top).
+ *  Dewarp the undercropped image with:
+ * \code
+ *     Pix *pixd;
+ *     dewarpaApplyDisparity(dewa, pageno, undercropped_pix, 255,
+ *                           left, top, &pixd, NULL);
+ * \endcode
+ *
+ *  Description of the approach to analyzing page image distortion
+ *  ==============================================================
+ *
+ *  When a book page is scanned, there are several possible causes
+ *  for the text lines to appear to be curved:
+ *   (1) A barrel (fish-eye) effect because the camera is at
+ *       a finite distance from the page.  Take the normal from
+ *       the camera to the page (the 'optic axis').  Lines on
+ *       the page "below" this point will appear to curve upward
+ *       (negative curvature); lines "above" this will curve downward.
+ *   (2) Radial distortion from the camera lens.  Probably not
+ *       a big factor.
+ *   (3) Local curvature of the page in to (or out of) the image
+ *       plane (which is perpendicular to the optic axis).
+ *       This has no effect if the page is flat.
+ *
+ *  In the following, the optic axis is in the z direction and is
+ *  perpendicular to the xy plane;, the book is assumed to be aligned
+ *  so that y is approximately along the binding.
+ *  The goal is to compute the "disparity" field, D(x,y), which
+ *  is actually a vector composed of the horizontal and vertical
+ *  disparity fields H(x,y) and V(x,y).  Each of these is a local
+ *  function that gives the amount each point in the image is
+ *  required to move in order to rectify the horizontal and vertical
+ *  lines.  It would also be nice to "flatten" the page to compensate
+ *  for effect (3), foreshortening due to bending of the page into
+ *  the z direction, but that is more difficult.
+ *
+ *  Effects (1) and (2) can be directly compensated by calibrating
+ *  the scene, using a flat page with horizontal and vertical lines.
+ *  Then H(x,y) and V(x,y) can be found as two (non-parametric) arrays
+ *  of values.  Suppose this has been done.  Then the remaining
+ *  distortion is due to (3).
+ *
+ *  We consider the simple situation where the page bending is independent
+ *  of y, and is described by alpha(x), where alpha is the angle between
+ *  the normal to the page and the optic axis.  cos(alpha(x)) is the local
+ *  compression factor of the page image in the horizontal direction, at x.
+ *  Thus, if we know alpha(x), we can compute the disparity H(x) required
+ *  to flatten the image by simply integrating 1/cos(alpha), and we could
+ *  compute the remaining disparities, H(x,y) and V(x,y), from the
+ *  page content, as described below.  Unfortunately, we don't know
+ *  alpha.  What do we know?  If there are horizontal text lines
+ *  on the page, we can compute the vertical disparity, V(x,y), which
+ *  is the local translation required to make the text lines parallel
+ *  to the rasters.  If the margins are left and right aligned, we can
+ *  also estimate the horizontal disparity, H(x,y), required to have
+ *  uniform margins.  All that can be done from the image alone,
+ *  assuming we have text lines covering a sufficient part of the page.
+ *
+ *  What about alpha(x)?  The basic question relating to (3) is this:
+ *
+ *     Is it possible, using the shape of the text lines alone,
+ *     to compute both the vertical and horizontal disparity fields?
+ *
+ *  The underlying problem is to separate the line curvature effects due
+ *  to the camera view from those due to actual bending of the page.
+ *  I believe the proper way to do this is to make some measurements
+ *  based on the camera setup, which will depend mostly on the distance
+ *  of the camera from the page, and to a smaller extent on the location
+ *  of the optic axis with respect to the page.
+ *
+ *  Here is the procedure.  Photograph a page with a fine 2D line grid
+ *  several times, each with a different slope near the binding.
+ *  This can be done by placing the grid page on books that have
+ *  different shapes z(x) near the binding.  For each one you can
+ *  measure, near the binding:
+ *    (1) ds/dy, the vertical rate of change of slope of the horizontal lines
+ *    (2) the local horizontal compression of the vertical lines due
+ *        to the page angle dz/dx.
+ *  As mentioned above, the local horizontal compression is simply
+ *  cos(dz/dx).  But the measurement you can make on an actual book
+ *  page is (1).  The difficulty is to generate (2) from (1).
+ *
+ *  Back to the procedure.  The function in (1), ds/dy, likely needs
+ *  to be measured at a few y locations, because the relation
+ *  between (1) and (2) may weakly depend on the y-location with
+ *  respect to the y-coordinate of the optic axis of the camera.
+ *  From these measurements you can determine, for the camera setup
+ *  that you have, the local horizontal compression, cos(dz/dx), as a
+ *  function of the both vertical location (y) and your measured vertical
+ *  derivative of the text line slope there, ds/dy.  Then with
+ *  appropriate smoothing of your measured values, you can set up a
+ *  horizontal disparity array to correct for the compression due
+ *  to dz/dx.
+ *
+ *  Now consider V(x,0) and V(x,h), the vertical disparity along
+ *  the top and bottom of the image.  With a little thought you
+ *  can convince yourself that the local foreshortening,
+ *  as a function of x, is proportional to the difference
+ *  between the slope of V(x,0) and V(x,h).  The horizontal
+ *  disparity can then be computed by integrating the local foreshortening
+ *  over x.  Integration of the slope of V(x,0) and V(x,h) gives
+ *  the vertical disparity itself.  We have to normalize to h, the
+ *  height of the page.  So the very simple result is that
+ *
+ *      H(x) ~ (V(x,0) - V(x,h)) / h         [1]
+ *
+ *  which is easily computed.  There is a proportionality constant
+ *  that depends on the ratio of h to the distance to the camera.
+ *  Can we actually believe this for the case where the bending
+ *  is independent of y?  I believe the answer is yes,
+ *  as long as you first remove the apparent distortion due
+ *  to the camera being at a finite distance.
+ *
+ *  If you know the intersection of the optical axis with the page
+ *  and the distance to the camera, and if the page is perpendicular
+ *  to the optic axis, you can compute the horizontal and vertical
+ *  disparities due to (1) and (2) and remove them.  The resulting
+ *  distortion should be entirely due to bending (3), for which
+ *  the relation
+ *
+ *      Hx(x) dx = C * ((Vx(x,0) - Vx(x, h))/h) dx         [2]
+ *
+ *  holds for each point in x (Hx and Vx are partial derivatives w/rt x).
+ *  Integrating over x, and using H(0) = 0, we get the result [1].
+ *
+ *  I believe this result holds differentially for each value of y, so
+ *  that in the case where the bending is not independent of y,
+ *  the expression (V(x,0) - V(x,h)) / h goes over to Vy(x,y).  Then
+ *
+ *     H(x,y) = Integral(0,x) (Vyx(x,y) dx)         [3]
+ *
+ *  where Vyx() is the partial derivative of V w/rt both x and y.
+ *
+ *  It would be nice if there were a simple mathematical relation between
+ *  the horizontal and vertical disparities for the situation
+ *  where the paper bends without stretching or kinking.
+ *  I had hoped to get a relation between H and V, such as
+ *  Hx(x,y) ~ Vy(x,y), which would imply that H and V are real
+ *  and imaginary parts of a complex potential, each of which
+ *  satisfy the laplace equation.  But then the gradients of the
+ *  two potentials would be normal, and that does not appear to be the case.
+ *  Thus, the questions of proving the relations above (for small bending),
+ *  or finding a simpler relation between H and V than those equations,
+ *  remain open.  So far, we have only used [1] for the horizontal
+ *  disparity H(x).
+ *
+ *  In the version of the code that follows, we first use text lines
+ *  to find V(x,y).  Then, we try to compute H(x,y) that will align
+ *  the text vertically on the left and right margins.  This is not
+ *  always possible -- sometimes the right margin is not right justified.
+ *  By default, we don't require the horizontal disparity to have a
+ *  valid page model for dewarping a page, but this requirement can
+ *  be forced using dewarpaUseFullModel().
+ *
+ *  As described above, one can add a y-independent component of
+ *  the horizontal disparity H(x) to counter the foreshortening
+ *  effect due to the bending of the page near the binding.
+ *  This requires widening the image on the side near the binding,
+ *  and we do not provide this option here.  However, we do provide
+ *  a function that will generate this disparity field:
+ *       fpixExtraHorizDisparity()
+ *
+ *  Here is the basic outline for building the disparity arrays.
+ *
+ *  (1) Find lines going approximately through the center of the
+ *      text in each text line.  Accept only lines that are
+ *      close in length to the longest line.
+ *  (2) Use these lines to generate a regular and highly subsampled
+ *      vertical disparity field V(x,y).
+ *  (3) Interpolate this to generate a full resolution vertical
+ *      disparity field.
+ *  (4) For lines that are sufficiently long, assume they are approximately
+ *      left and right-justified, and construct a highly subsampled
+ *      horizontal disparity field H(x,y) that will bring them into alignment.
+ *  (5) Interpolate this to generate a full resolution horizontal
+ *      disparity field.
+ *  (6) Apply the vertical dewarping, followed by the horizontal dewarping.
+ *
+ *  Step (1) is clearly described by the code in pixGetTextlineCenters().
+ *
+ *  Steps (2) and (3) follow directly from the data in step (1),
+ *  and constitute the bulk of the work done in dewarpBuildPageModel().
+ *  Virtually all the noise in the data is smoothed out by doing
+ *  least-square quadratic fits, first horizontally to the data
+ *  points representing the text line centers, and then vertically.
+ *  The trick is to sample these lines on a regular grid.
+ *  First each horizontal line is sampled at equally spaced
+ *  intervals horizontally.  We thus get a set of points,
+ *  one in each line, that are vertically aligned, and
+ *  the data we represent is the vertical distance of each point
+ *  from the min or max value on the curve, depending on the
+ *  sign of the curvature component.  Each of these vertically
+ *  aligned sets of points constitutes a sampled vertical disparity,
+ *  and we do a LS quartic fit to each of them, followed by
+ *  vertical sampling at regular intervals.  We now have a subsampled
+ *  grid of points, all equally spaced, giving at each point the local
+ *  vertical disparity.  Finally, the full resolution vertical disparity
+ *  is formed by interpolation.  All the least square fits do a
+ *  great job of smoothing everything out, as can be observed by
+ *  the contour maps that are generated for the vertical disparity field.
+ *
+ */ + +#include +#include "allheaders.h" + +static l_int32 dewarpaExtendArraysToSize(L_DEWARPA *dewa, l_int32 size); + + /* Parameter values used in dewarpaCreate() */ +static const l_int32 InitialPtrArraySize = 20; /* n'import quoi */ +static const l_int32 MaxPtrArraySize = 10000; +static const l_int32 DefaultArraySampling = 30; +static const l_int32 MinArraySampling = 8; +static const l_int32 DefaultMinLines = 15; +static const l_int32 MinMinLines = 4; +static const l_int32 DefaultMaxRefDist = 16; +static const l_int32 DefaultUseBoth = TRUE; +static const l_int32 DefaultCheckColumns = TRUE; + + /* Parameter values used in dewarpaSetCurvatures() */ +static const l_int32 DefaultMaxLineCurv = 150; +static const l_int32 DefaultMinDiffLineCurv = 0; +static const l_int32 DefaultMaxDiffLineCurv = 170; +static const l_int32 DefaultMaxEdgeCurv = 50; +static const l_int32 DefaultMaxDiffEdgeCurv = 40; +static const l_int32 DefaultMaxEdgeSlope = 80; + +/*----------------------------------------------------------------------* + * Create/destroy Dewarp * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpCreate() + * + * \param[in] pixs 1 bpp + * \param[in] pageno page number + * \return dew or NULL on error + * + * 
+ * Notes:
+ *      (1) The input pixs is either full resolution or 2x reduced.
+ *      (2) The page number is typically 0-based.  If scanned from a book,
+ *          the even pages are usually on the left.  Disparity arrays
+ *          built for even pages should only be applied to even pages.
+ *
+ */ +L_DEWARP * +dewarpCreate(PIX *pixs, + l_int32 pageno) +{ +L_DEWARP *dew; + + PROCNAME("dewarpCreate"); + + if (!pixs) + return (L_DEWARP *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (L_DEWARP *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + + dew = (L_DEWARP *)LEPT_CALLOC(1, sizeof(L_DEWARP)); + dew->pixs = pixClone(pixs); + dew->pageno = pageno; + dew->w = pixGetWidth(pixs); + dew->h = pixGetHeight(pixs); + return dew; +} + + +/*! + * \brief dewarpCreateRef() + * + * \param[in] pageno this page number + * \param[in] refpage page number of dewarp disparity arrays to be used + * \return dew or NULL on error + * + * 
+ * Notes:
+ *      (1) This specifies which dewarp struct should be used for
+ *          the given page.  It is placed in dewarpa for pages
+ *          for which no model can be built.
+ *      (2) This page and the reference page have the same parity and
+ *          the reference page is the closest page with a disparity model
+ *          to this page.
+ *
+ */ +L_DEWARP * +dewarpCreateRef(l_int32 pageno, + l_int32 refpage) +{ +L_DEWARP *dew; + + PROCNAME("dewarpCreateRef"); + + dew = (L_DEWARP *)LEPT_CALLOC(1, sizeof(L_DEWARP)); + dew->pageno = pageno; + dew->hasref = 1; + dew->refpage = refpage; + return dew; +} + + +/*! + * \brief dewarpDestroy() + * + * \param[in,out] pdew will be set to null before returning + * \return void + */ +void +dewarpDestroy(L_DEWARP **pdew) +{ +L_DEWARP *dew; + + PROCNAME("dewarpDestroy"); + + if (pdew == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + if ((dew = *pdew) == NULL) + return; + + pixDestroy(&dew->pixs); + fpixDestroy(&dew->sampvdispar); + fpixDestroy(&dew->samphdispar); + fpixDestroy(&dew->sampydispar); + fpixDestroy(&dew->fullvdispar); + fpixDestroy(&dew->fullhdispar); + fpixDestroy(&dew->fullydispar); + numaDestroy(&dew->namidys); + numaDestroy(&dew->nacurves); + LEPT_FREE(dew); + *pdew = NULL; + return; +} + + +/*----------------------------------------------------------------------* + * Create/destroy Dewarpa * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaCreate() + * + * \param[in] nptrs number of dewarp page ptrs; typ. the number of pages + * \param[in] sampling use 0 for default value; the minimum allowed is 8 + * \param[in] redfactor of input images: 1 is full res; 2 is 2x reduced + * \param[in] minlines minimum number of lines to accept; use 0 for default + * \param[in] maxdist for locating reference disparity; use -1 for default + * \return dewa or NULL on error + * + * 
+ * Notes:
+ *      (1) The sampling, minlines and maxdist parameters will be
+ *          applied to all images.
+ *      (2) The sampling factor is used for generating the disparity arrays
+ *          from the input image.  For 2x reduced input, use a sampling
+ *          factor that is half the sampling you want on the full resolution
+ *          images.
+ *      (3) Use %redfactor = 1 for full resolution; 2 for 2x reduction.
+ *          All input images must be at one of these two resolutions.
+ *      (4) %minlines is the minimum number of nearly full-length lines
+ *          required to generate a vertical disparity array.  The default
+ *          number is 15.  Use a smaller number to accept a questionable
+ *          array, but not smaller than 4.
+ *      (5) When a model can't be built for a page, it looks up to %maxdist
+ *          in either direction for a valid model with the same page parity.
+ *          Use -1 for the default value of %maxdist; use 0 to avoid using
+ *          a ref model.
+ *      (6) The ptr array is expanded as necessary to accommodate page images.
+ *
+ */ +L_DEWARPA * +dewarpaCreate(l_int32 nptrs, + l_int32 sampling, + l_int32 redfactor, + l_int32 minlines, + l_int32 maxdist) +{ +L_DEWARPA *dewa; + + PROCNAME("dewarpaCreate"); + + if (nptrs <= 0) + nptrs = InitialPtrArraySize; + if (nptrs > MaxPtrArraySize) + return (L_DEWARPA *)ERROR_PTR("too many pages", procName, NULL); + if (redfactor != 1 && redfactor != 2) + return (L_DEWARPA *)ERROR_PTR("redfactor not in {1,2}", + procName, NULL); + if (sampling == 0) { + sampling = DefaultArraySampling; + } else if (sampling < MinArraySampling) { + L_WARNING("sampling too small; setting to %d\n", procName, + MinArraySampling); + sampling = MinArraySampling; + } + if (minlines == 0) { + minlines = DefaultMinLines; + } else if (minlines < MinMinLines) { + L_WARNING("minlines too small; setting to %d\n", procName, + MinMinLines); + minlines = DefaultMinLines; + } + if (maxdist < 0) + maxdist = DefaultMaxRefDist; + + dewa = (L_DEWARPA *)LEPT_CALLOC(1, sizeof(L_DEWARPA)); + dewa->dewarp = (L_DEWARP **)LEPT_CALLOC(nptrs, sizeof(L_DEWARPA *)); + dewa->dewarpcache = (L_DEWARP **)LEPT_CALLOC(nptrs, sizeof(L_DEWARPA *)); + if (!dewa->dewarp || !dewa->dewarpcache) { + dewarpaDestroy(&dewa); + return (L_DEWARPA *)ERROR_PTR("dewarp ptrs not made", procName, NULL); + } + dewa->nalloc = nptrs; + dewa->sampling = sampling; + dewa->redfactor = redfactor; + dewa->minlines = minlines; + dewa->maxdist = maxdist; + dewa->max_linecurv = DefaultMaxLineCurv; + dewa->min_diff_linecurv = DefaultMinDiffLineCurv; + dewa->max_diff_linecurv = DefaultMaxDiffLineCurv; + dewa->max_edgeslope = DefaultMaxEdgeSlope; + dewa->max_edgecurv = DefaultMaxEdgeCurv; + dewa->max_diff_edgecurv = DefaultMaxDiffEdgeCurv; + dewa->check_columns = DefaultCheckColumns; + dewa->useboth = DefaultUseBoth; + return dewa; +} + + +/*! + * \brief dewarpaCreateFromPixacomp() + * + * \param[in] pixac pixacomp of G4, 1 bpp images; with 1x1x1 placeholders + * \param[in] useboth 0 for only vert disparity; 1 for both vert and horiz + * \param[in] sampling use -1 or 0 for default value; otherwise minimum of 5 + * \param[in] minlines minimum number of lines to accept; e.g., 10 + * \param[in] maxdist for locating reference disparity; use -1 for default + * \return dewa or NULL on error + * + * 
+ * Notes:
+ *      (1) The returned dewa has disparity arrays calculated and
+ *          is ready for serialization or for use in dewarping.
+ *      (2) The sampling, minlines and maxdist parameters are
+ *          applied to all images.  See notes in dewarpaCreate() for details.
+ *      (3) The pixac is full.  Placeholders, if any, are w=h=d=1 images,
+ *          and the real input images are 1 bpp at full resolution.
+ *          They are assumed to be cropped to the actual page regions,
+ *          and may be arbitrarily sparse in the array.
+ *      (4) The output dewarpa is indexed by the page number.
+ *          The offset in the pixac gives the mapping between the
+ *          array index in the pixac and the page number.
+ *      (5) This adds the ref page models.
+ *      (6) This can be used to make models for any desired set of pages.
+ *          The direct models are only made for pages with images in
+ *          the pixacomp; the ref models are made for pages of the
+ *          same parity within %maxdist of the nearest direct model.
+ *
+ */ +L_DEWARPA * +dewarpaCreateFromPixacomp(PIXAC *pixac, + l_int32 useboth, + l_int32 sampling, + l_int32 minlines, + l_int32 maxdist) +{ +l_int32 i, nptrs, pageno; +L_DEWARP *dew; +L_DEWARPA *dewa; +PIX *pixt; + + PROCNAME("dewarpaCreateFromPixacomp"); + + if (!pixac) + return (L_DEWARPA *)ERROR_PTR("pixac not defined", procName, NULL); + + nptrs = pixacompGetCount(pixac); + if ((dewa = dewarpaCreate(pixacompGetOffset(pixac) + nptrs, + sampling, 1, minlines, maxdist)) == NULL) + return (L_DEWARPA *)ERROR_PTR("dewa not made", procName, NULL); + dewarpaUseBothArrays(dewa, useboth); + + for (i = 0; i < nptrs; i++) { + pageno = pixacompGetOffset(pixac) + i; /* index into pixacomp */ + pixt = pixacompGetPix(pixac, pageno); + if (pixt && (pixGetWidth(pixt) > 1)) { + dew = dewarpCreate(pixt, pageno); + pixDestroy(&pixt); + if (!dew) { + ERROR_INT("unable to make dew!", procName, 1); + continue; + } + + /* Insert into dewa for this page */ + dewarpaInsertDewarp(dewa, dew); + + /* Build disparity arrays for this page */ + dewarpBuildPageModel(dew, NULL); + if (!dew->vsuccess) { /* will need to use model from nearby page */ + dewarpaDestroyDewarp(dewa, pageno); + L_ERROR("unable to build model for page %d\n", procName, i); + continue; + } + /* Remove all extraneous data */ + dewarpMinimize(dew); + } + pixDestroy(&pixt); + } + dewarpaInsertRefModels(dewa, 0, 0); + + return dewa; +} + + +/*! + * \brief dewarpaDestroy() + * + * \param[in,out] pdewa will be set to null before returning + * \return void + */ +void +dewarpaDestroy(L_DEWARPA **pdewa) +{ +l_int32 i; +L_DEWARP *dew; +L_DEWARPA *dewa; + + PROCNAME("dewarpaDestroy"); + + if (pdewa == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + if ((dewa = *pdewa) == NULL) + return; + + for (i = 0; i < dewa->nalloc; i++) { + if ((dew = dewa->dewarp[i]) != NULL) + dewarpDestroy(&dew); + if ((dew = dewa->dewarpcache[i]) != NULL) + dewarpDestroy(&dew); + } + numaDestroy(&dewa->namodels); + numaDestroy(&dewa->napages); + + LEPT_FREE(dewa->dewarp); + LEPT_FREE(dewa->dewarpcache); + LEPT_FREE(dewa); + *pdewa = NULL; + return; +} + + +/*! + * \brief dewarpaDestroyDewarp() + * + * \param[in] dewa + * \param[in] pageno of dew to be destroyed + * \return 0 if OK, 1 on error + */ +l_ok +dewarpaDestroyDewarp(L_DEWARPA *dewa, + l_int32 pageno) +{ +L_DEWARP *dew; + + PROCNAME("dewarpaDestroyDewarp"); + + if (!dewa) + return ERROR_INT("dewa or dew not defined", procName, 1); + if (pageno < 0 || pageno > dewa->maxpage) + return ERROR_INT("page out of bounds", procName, 1); + if ((dew = dewa->dewarp[pageno]) == NULL) + return ERROR_INT("dew not defined", procName, 1); + + dewarpDestroy(&dew); + dewa->dewarp[pageno] = NULL; + return 0; +} + + +/*----------------------------------------------------------------------* + * Dewarpa insertion/extraction * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaInsertDewarp() + * + * \param[in] dewa + * \param[in] dew to be added + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This inserts the dewarp into the array, which now owns it.
+ *          It also keeps track of the largest page number stored.
+ *          It must be done before the disparity model is built.
+ *      (2) Note that this differs from the usual method of filling out
+ *          arrays in leptonica, where the arrays are compact and
+ *          new elements are typically added to the end.  Here,
+ *          the dewarp can be added anywhere, even beyond the initial
+ *          allocation.
+ *
+ */ +l_ok +dewarpaInsertDewarp(L_DEWARPA *dewa, + L_DEWARP *dew) +{ +l_int32 pageno, n, newsize; +L_DEWARP *prevdew; + + PROCNAME("dewarpaInsertDewarp"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + + dew->dewa = dewa; + pageno = dew->pageno; + if (pageno > MaxPtrArraySize) + return ERROR_INT("too many pages", procName, 1); + if (pageno > dewa->maxpage) + dewa->maxpage = pageno; + dewa->modelsready = 0; /* force re-evaluation at application time */ + + /* Extend ptr array if necessary */ + n = dewa->nalloc; + newsize = n; + if (pageno >= 2 * n) + newsize = 2 * pageno; + else if (pageno >= n) + newsize = 2 * n; + if (newsize > n) + dewarpaExtendArraysToSize(dewa, newsize); + + if ((prevdew = dewarpaGetDewarp(dewa, pageno)) != NULL) + dewarpDestroy(&prevdew); + dewa->dewarp[pageno] = dew; + + dew->sampling = dewa->sampling; + dew->redfactor = dewa->redfactor; + dew->minlines = dewa->minlines; + + /* Get the dimensions of the sampled array. This will be + * stored in an fpix, and the input resolution version is + * guaranteed to be larger than pixs. However, if you + * want to apply the disparity to an image with a width + * w > nx * s - 2 * s + 2 + * you will need to extend the input res fpix. + * And similarly for h. */ + dew->nx = (dew->w + 2 * dew->sampling - 2) / dew->sampling; + dew->ny = (dew->h + 2 * dew->sampling - 2) / dew->sampling; + return 0; +} + + +/*! + * \brief dewarpaExtendArraysToSize() + * + * \param[in] dewa + * \param[in] size new size of dewarpa array + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) If necessary, reallocs main and cache dewarpa ptr arrays to %size.
+ *
+ */ +static l_int32 +dewarpaExtendArraysToSize(L_DEWARPA *dewa, + l_int32 size) +{ + PROCNAME("dewarpaExtendArraysToSize"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + if (size > dewa->nalloc) { + if ((dewa->dewarp = (L_DEWARP **)reallocNew((void **)&dewa->dewarp, + sizeof(L_DEWARP *) * dewa->nalloc, + size * sizeof(L_DEWARP *))) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + if ((dewa->dewarpcache = + (L_DEWARP **)reallocNew((void **)&dewa->dewarpcache, + sizeof(L_DEWARP *) * dewa->nalloc, + size * sizeof(L_DEWARP *))) == NULL) + return ERROR_INT("new ptr cache array not returned", procName, 1); + dewa->nalloc = size; + } + return 0; +} + + +/*! + * \brief dewarpaGetDewarp() + * + * \param[in] dewa populated with dewarp structs for pages + * \param[in] index into dewa: this is the pageno + * \return dew handle; still owned by dewa, or NULL on error + */ +L_DEWARP * +dewarpaGetDewarp(L_DEWARPA *dewa, + l_int32 index) +{ + PROCNAME("dewarpaGetDewarp"); + + if (!dewa) + return (L_DEWARP *)ERROR_PTR("dewa not defined", procName, NULL); + if (index < 0 || index > dewa->maxpage) { + L_ERROR("index = %d is invalid; max index = %d\n", + procName, index, dewa->maxpage); + return NULL; + } + + return dewa->dewarp[index]; +} + + +/*----------------------------------------------------------------------* + * Setting parameters to control rendering from the model * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaSetCurvatures() + * + * \param[in] dewa + * \param[in] max_linecurv -1 for default + * \param[in] min_diff_linecurv -1 for default; 0 to accept all models + * \param[in] max_diff_linecurv -1 for default + * \param[in] max_edgecurv -1 for default + * \param[in] max_diff_edgecurv -1 for default + * \param[in] max_edgeslope -1 for default + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Approximating the line by a quadratic, the coefficient
+ *          of the quadratic term is the curvature, and distance
+ *          units are in pixels (of course).  The curvature is very
+ *          small, so we multiply by 10^6 and express the constraints
+ *          on the model curvatures in micro-units.
+ *      (2) This sets five curvature thresholds and a slope threshold:
+ *          * the maximum absolute value of the vertical disparity
+ *            line curvatures
+ *          * the minimum absolute value of the largest difference in
+ *            vertical disparity line curvatures (Use a value of 0
+ *            to accept all models.)
+ *          * the maximum absolute value of the largest difference in
+ *            vertical disparity line curvatures
+ *          * the maximum absolute value of the left and right edge
+ *            curvature for the horizontal disparity
+ *          * the maximum absolute value of the difference between
+ *            left and right edge curvature for the horizontal disparity
+ *          all in micro-units, for dewarping to take place.
+ *          Use -1 for default values.
+ *      (3) An image with a line curvature less than about 0.00001
+ *          has fairly straight textlines.  This is 10 micro-units.
+ *      (4) For example, if %max_linecurv == 100, this would prevent dewarping
+ *          if any of the lines has a curvature exceeding 100 micro-units.
+ *          A model having maximum line curvature larger than about 150
+ *          micro-units should probably not be used.
+ *      (5) A model having a left or right edge curvature larger than
+ *          about 50 micro-units should probably not be used.
+ *
+ */ +l_ok +dewarpaSetCurvatures(L_DEWARPA *dewa, + l_int32 max_linecurv, + l_int32 min_diff_linecurv, + l_int32 max_diff_linecurv, + l_int32 max_edgecurv, + l_int32 max_diff_edgecurv, + l_int32 max_edgeslope) +{ + PROCNAME("dewarpaSetCurvatures"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + if (max_linecurv == -1) + dewa->max_linecurv = DefaultMaxLineCurv; + else + dewa->max_linecurv = L_ABS(max_linecurv); + + if (min_diff_linecurv == -1) + dewa->min_diff_linecurv = DefaultMinDiffLineCurv; + else + dewa->min_diff_linecurv = L_ABS(min_diff_linecurv); + + if (max_diff_linecurv == -1) + dewa->max_diff_linecurv = DefaultMaxDiffLineCurv; + else + dewa->max_diff_linecurv = L_ABS(max_diff_linecurv); + + if (max_edgecurv == -1) + dewa->max_edgecurv = DefaultMaxEdgeCurv; + else + dewa->max_edgecurv = L_ABS(max_edgecurv); + + if (max_diff_edgecurv == -1) + dewa->max_diff_edgecurv = DefaultMaxDiffEdgeCurv; + else + dewa->max_diff_edgecurv = L_ABS(max_diff_edgecurv); + + if (max_edgeslope == -1) + dewa->max_edgeslope = DefaultMaxEdgeSlope; + else + dewa->max_edgeslope = L_ABS(max_edgeslope); + + dewa->modelsready = 0; /* force validation */ + return 0; +} + + +/*! + * \brief dewarpaUseBothArrays() + * + * \param[in] dewa + * \param[in] useboth 0 for false, 1 for true + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This sets the useboth field.  If set, this will attempt
+ *          to apply both vertical and horizontal disparity arrays.
+ *          Note that a model with only a vertical disparity array will
+ *          always be valid.
+ *
+ */ +l_ok +dewarpaUseBothArrays(L_DEWARPA *dewa, + l_int32 useboth) +{ + PROCNAME("dewarpaUseBothArrays"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + dewa->useboth = useboth; + dewa->modelsready = 0; /* force validation */ + return 0; +} + + +/*! + * \brief dewarpaSetCheckColumns() + * + * \param[in] dewa + * \param[in] check_columns 0 for false, 1 for true + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This sets the 'check_columns" field.  If set, and if
+ *          'useboth' is set, this will count the number of text
+ *          columns.  If the number is larger than 1, this will
+ *          prevent the application of horizontal disparity arrays
+ *          if they exist.  Note that the default value of check_columns
+ *          if 0 (FALSE).
+ *      (2) This field is set to 0 by default.  For horizontal disparity
+ *          correction to take place on a single column of text, you must have:
+ *           - a valid horizontal disparity array
+ *           - useboth = 1 (TRUE)
+ *          If there are multiple columns, additionally
+ *           - check_columns = 0 (FALSE)
+ *
+ *
+ */ +l_ok +dewarpaSetCheckColumns(L_DEWARPA *dewa, + l_int32 check_columns) +{ + PROCNAME("dewarpaSetCheckColumns"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + dewa->check_columns = check_columns; + return 0; +} + + +/*! + * \brief dewarpaSetMaxDistance() + * + * \param[in] dewa + * \param[in] maxdist for using ref models + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This sets the maxdist field.
+ *
+ */ +l_ok +dewarpaSetMaxDistance(L_DEWARPA *dewa, + l_int32 maxdist) +{ + PROCNAME("dewarpaSetMaxDistance"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + dewa->maxdist = maxdist; + dewa->modelsready = 0; /* force validation */ + return 0; +} + + +/*----------------------------------------------------------------------* + * Dewarp serialized I/O * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpRead() + * + * \param[in] filename + * \return dew, or NULL on error + */ +L_DEWARP * +dewarpRead(const char *filename) +{ +FILE *fp; +L_DEWARP *dew; + + PROCNAME("dewarpRead"); + + if (!filename) + return (L_DEWARP *)ERROR_PTR("filename not defined", procName, NULL); + if ((fp = fopenReadStream(filename)) == NULL) + return (L_DEWARP *)ERROR_PTR("stream not opened", procName, NULL); + + if ((dew = dewarpReadStream(fp)) == NULL) { + fclose(fp); + return (L_DEWARP *)ERROR_PTR("dew not read", procName, NULL); + } + + fclose(fp); + return dew; +} + + +/*! + * \brief dewarpReadStream() + * + * \param[in] fp file stream + * \return dew dewarp, or NULL on error + * + * 
+ * Notes:
+ *      (1) The dewarp struct is stored in minimized format, with only
+ *          subsampled disparity arrays.
+ *      (2) The sampling and extra horizontal disparity parameters are
+ *          stored here.  During generation of the dewarp struct, they
+ *          are passed in from the dewarpa.  In readback, it is assumed
+ *          that they are (a) the same for each page and (b) the same
+ *          as the values used to create the dewarpa.
+ *
+ */ +L_DEWARP * +dewarpReadStream(FILE *fp) +{ +l_int32 version, sampling, redfactor, minlines, pageno, hasref, refpage; +l_int32 w, h, nx, ny, vdispar, hdispar, nlines; +l_int32 mincurv, maxcurv, leftslope, rightslope, leftcurv, rightcurv; +L_DEWARP *dew; +FPIX *fpixv, *fpixh; + + PROCNAME("dewarpReadStream"); + + if (!fp) + return (L_DEWARP *)ERROR_PTR("stream not defined", procName, NULL); + + if (fscanf(fp, "\nDewarp Version %d\n", &version) != 1) + return (L_DEWARP *)ERROR_PTR("not a dewarp file", procName, NULL); + if (version != DEWARP_VERSION_NUMBER) + return (L_DEWARP *)ERROR_PTR("invalid dewarp version", procName, NULL); + if (fscanf(fp, "pageno = %d\n", &pageno) != 1) + return (L_DEWARP *)ERROR_PTR("read fail for pageno", procName, NULL); + if (fscanf(fp, "hasref = %d, refpage = %d\n", &hasref, &refpage) != 2) + return (L_DEWARP *)ERROR_PTR("read fail for hasref, refpage", + procName, NULL); + if (fscanf(fp, "sampling = %d, redfactor = %d\n", &sampling, &redfactor) + != 2) + return (L_DEWARP *)ERROR_PTR("read fail for sampling/redfactor", + procName, NULL); + if (fscanf(fp, "nlines = %d, minlines = %d\n", &nlines, &minlines) != 2) + return (L_DEWARP *)ERROR_PTR("read fail for nlines/minlines", + procName, NULL); + if (fscanf(fp, "w = %d, h = %d\n", &w, &h) != 2) + return (L_DEWARP *)ERROR_PTR("read fail for w, h", procName, NULL); + if (fscanf(fp, "nx = %d, ny = %d\n", &nx, &ny) != 2) + return (L_DEWARP *)ERROR_PTR("read fail for nx, ny", procName, NULL); + if (fscanf(fp, "vert_dispar = %d, horiz_dispar = %d\n", &vdispar, &hdispar) + != 2) + return (L_DEWARP *)ERROR_PTR("read fail for flags", procName, NULL); + if (vdispar) { + if (fscanf(fp, "min line curvature = %d, max line curvature = %d\n", + &mincurv, &maxcurv) != 2) + return (L_DEWARP *)ERROR_PTR("read fail for mincurv & maxcurv", + procName, NULL); + } + if (hdispar) { + if (fscanf(fp, "left edge slope = %d, right edge slope = %d\n", + &leftslope, &rightslope) != 2) + return (L_DEWARP *)ERROR_PTR("read fail for leftslope & rightslope", + procName, NULL); + if (fscanf(fp, "left edge curvature = %d, right edge curvature = %d\n", + &leftcurv, &rightcurv) != 2) + return (L_DEWARP *)ERROR_PTR("read fail for leftcurv & rightcurv", + procName, NULL); + } + if (vdispar) { + if ((fpixv = fpixReadStream(fp)) == NULL) + return (L_DEWARP *)ERROR_PTR("read fail for vdispar", + procName, NULL); + } + if (hdispar) { + if ((fpixh = fpixReadStream(fp)) == NULL) + return (L_DEWARP *)ERROR_PTR("read fail for hdispar", + procName, NULL); + } + getc(fp); + + dew = (L_DEWARP *)LEPT_CALLOC(1, sizeof(L_DEWARP)); + dew->w = w; + dew->h = h; + dew->pageno = pageno; + dew->sampling = sampling; + dew->redfactor = redfactor; + dew->minlines = minlines; + dew->nlines = nlines; + dew->hasref = hasref; + dew->refpage = refpage; + if (hasref == 0) /* any dew without a ref has an actual model */ + dew->vsuccess = 1; + dew->nx = nx; + dew->ny = ny; + if (vdispar) { + dew->mincurv = mincurv; + dew->maxcurv = maxcurv; + dew->vsuccess = 1; + dew->sampvdispar = fpixv; + } + if (hdispar) { + dew->leftslope = leftslope; + dew->rightslope = rightslope; + dew->leftcurv = leftcurv; + dew->rightcurv = rightcurv; + dew->hsuccess = 1; + dew->samphdispar = fpixh; + } + + return dew; +} + + +/*! + * \brief dewarpReadMem() + * + * \param[in] data serialization of dewarp + * \param[in] size of data in bytes + * \return dew dewarp, or NULL on error + */ +L_DEWARP * +dewarpReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +L_DEWARP *dew; + + PROCNAME("dewarpReadMem"); + + if (!data) + return (L_DEWARP *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (L_DEWARP *)ERROR_PTR("stream not opened", procName, NULL); + + dew = dewarpReadStream(fp); + fclose(fp); + if (!dew) L_ERROR("dew not read\n", procName); + return dew; +} + + +/*! + * \brief dewarpWrite() + * + * \param[in] filename + * \param[in] dew + * \return 0 if OK, 1 on error + */ +l_ok +dewarpWrite(const char *filename, + L_DEWARP *dew) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("dewarpWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = dewarpWriteStream(fp, dew); + fclose(fp); + if (ret) + return ERROR_INT("dew not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief dewarpWriteStream() + * + * \param[in] fp file stream opened for "wb" + * \param[in] dew + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This should not be written if there is no sampled
+ *          vertical disparity array, which means that no model has
+ *          been built for this page.
+ *
+ */ +l_ok +dewarpWriteStream(FILE *fp, + L_DEWARP *dew) +{ +l_int32 vdispar, hdispar; + + PROCNAME("dewarpWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + + fprintf(fp, "\nDewarp Version %d\n", DEWARP_VERSION_NUMBER); + fprintf(fp, "pageno = %d\n", dew->pageno); + fprintf(fp, "hasref = %d, refpage = %d\n", dew->hasref, dew->refpage); + fprintf(fp, "sampling = %d, redfactor = %d\n", + dew->sampling, dew->redfactor); + fprintf(fp, "nlines = %d, minlines = %d\n", dew->nlines, dew->minlines); + fprintf(fp, "w = %d, h = %d\n", dew->w, dew->h); + fprintf(fp, "nx = %d, ny = %d\n", dew->nx, dew->ny); + vdispar = (dew->sampvdispar) ? 1 : 0; + hdispar = (dew->samphdispar) ? 1 : 0; + fprintf(fp, "vert_dispar = %d, horiz_dispar = %d\n", vdispar, hdispar); + if (vdispar) + fprintf(fp, "min line curvature = %d, max line curvature = %d\n", + dew->mincurv, dew->maxcurv); + if (hdispar) { + fprintf(fp, "left edge slope = %d, right edge slope = %d\n", + dew->leftslope, dew->rightslope); + fprintf(fp, "left edge curvature = %d, right edge curvature = %d\n", + dew->leftcurv, dew->rightcurv); + } + if (vdispar) fpixWriteStream(fp, dew->sampvdispar); + if (hdispar) fpixWriteStream(fp, dew->samphdispar); + fprintf(fp, "\n"); + + if (!vdispar) + L_WARNING("no disparity arrays!\n", procName); + return 0; +} + + +/*! + * \brief dewarpWriteMem() + * + * \param[out] pdata data of serialized dewarp (not ascii) + * \param[out] psize size of returned data + * \param[in] dew + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a dewarp in memory and puts the result in a buffer.
+ *
+ */ +l_ok +dewarpWriteMem(l_uint8 **pdata, + size_t *psize, + L_DEWARP *dew) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("dewarpWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = dewarpWriteStream(fp, dew); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = dewarpWriteStream(fp, dew); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*----------------------------------------------------------------------* + * Dewarpa serialized I/O * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaRead() + * + * \param[in] filename + * \return dewa, or NULL on error + */ +L_DEWARPA * +dewarpaRead(const char *filename) +{ +FILE *fp; +L_DEWARPA *dewa; + + PROCNAME("dewarpaRead"); + + if (!filename) + return (L_DEWARPA *)ERROR_PTR("filename not defined", procName, NULL); + if ((fp = fopenReadStream(filename)) == NULL) + return (L_DEWARPA *)ERROR_PTR("stream not opened", procName, NULL); + + if ((dewa = dewarpaReadStream(fp)) == NULL) { + fclose(fp); + return (L_DEWARPA *)ERROR_PTR("dewa not read", procName, NULL); + } + + fclose(fp); + return dewa; +} + + +/*! + * \brief dewarpaReadStream() + * + * \param[in] fp file stream + * \return dewa, or NULL on error + * + * 
+ * Notes:
+ *      (1) The serialized dewarp contains a Numa that gives the
+ *          (increasing) page number of the dewarp structs that are
+ *          contained.
+ *      (2) Reference pages are added in after readback.
+ *
+ */ +L_DEWARPA * +dewarpaReadStream(FILE *fp) +{ +l_int32 i, version, ndewarp, maxpage; +l_int32 sampling, redfactor, minlines, maxdist, useboth; +l_int32 max_linecurv, min_diff_linecurv, max_diff_linecurv; +l_int32 max_edgeslope, max_edgecurv, max_diff_edgecurv; +L_DEWARP *dew; +L_DEWARPA *dewa; +NUMA *namodels; + + PROCNAME("dewarpaReadStream"); + + if (!fp) + return (L_DEWARPA *)ERROR_PTR("stream not defined", procName, NULL); + + if (fscanf(fp, "\nDewarpa Version %d\n", &version) != 1) + return (L_DEWARPA *)ERROR_PTR("not a dewarpa file", procName, NULL); + if (version != DEWARP_VERSION_NUMBER) + return (L_DEWARPA *)ERROR_PTR("invalid dewarp version", procName, NULL); + + if (fscanf(fp, "ndewarp = %d, maxpage = %d\n", &ndewarp, &maxpage) != 2) + return (L_DEWARPA *)ERROR_PTR("read fail for maxpage+", procName, NULL); + if (fscanf(fp, + "sampling = %d, redfactor = %d, minlines = %d, maxdist = %d\n", + &sampling, &redfactor, &minlines, &maxdist) != 4) + return (L_DEWARPA *)ERROR_PTR("read fail for 4 params", procName, NULL); + if (fscanf(fp, + "max_linecurv = %d, min_diff_linecurv = %d, max_diff_linecurv = %d\n", + &max_linecurv, &min_diff_linecurv, &max_diff_linecurv) != 3) + return (L_DEWARPA *)ERROR_PTR("read fail for linecurv", procName, NULL); + if (fscanf(fp, + "max_edgeslope = %d, max_edgecurv = %d, max_diff_edgecurv = %d\n", + &max_edgeslope, &max_edgecurv, &max_diff_edgecurv) != 3) + return (L_DEWARPA *)ERROR_PTR("read fail for edgecurv", procName, NULL); + if (fscanf(fp, "fullmodel = %d\n", &useboth) != 1) + return (L_DEWARPA *)ERROR_PTR("read fail for useboth", procName, NULL); + + if (ndewarp > MaxPtrArraySize) + return (L_DEWARPA *)ERROR_PTR("too many pages", procName, NULL); + + dewa = dewarpaCreate(maxpage + 1, sampling, redfactor, minlines, maxdist); + dewa->maxpage = maxpage; + dewa->max_linecurv = max_linecurv; + dewa->min_diff_linecurv = min_diff_linecurv; + dewa->max_diff_linecurv = max_diff_linecurv; + dewa->max_edgeslope = max_edgeslope; + dewa->max_edgecurv = max_edgecurv; + dewa->max_diff_edgecurv = max_diff_edgecurv; + dewa->useboth = useboth; + namodels = numaCreate(ndewarp); + dewa->namodels = namodels; + for (i = 0; i < ndewarp; i++) { + if ((dew = dewarpReadStream(fp)) == NULL) { + L_ERROR("read fail for dew[%d]\n", procName, i); + dewarpaDestroy(&dewa); + return NULL; + } + dewarpaInsertDewarp(dewa, dew); + numaAddNumber(namodels, dew->pageno); + } + + /* Validate the models and insert reference models */ + dewarpaInsertRefModels(dewa, 0, 0); + return dewa; +} + + +/*! + * \brief dewarpaReadMem() + * + * \param[in] data serialization of dewarpa + * \param[in] size of data in bytes + * \return dewa dewarpa, or NULL on error + */ +L_DEWARPA * +dewarpaReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +L_DEWARPA *dewa; + + PROCNAME("dewarpaReadMem"); + + if (!data) + return (L_DEWARPA *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (L_DEWARPA *)ERROR_PTR("stream not opened", procName, NULL); + + dewa = dewarpaReadStream(fp); + fclose(fp); + if (!dewa) L_ERROR("dewa not read\n", procName); + return dewa; +} + + +/*! + * \brief dewarpaWrite() + * + * \param[in] filename + * \param[in] dewa + * \return 0 if OK, 1 on error + */ +l_ok +dewarpaWrite(const char *filename, + L_DEWARPA *dewa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("dewarpaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = dewarpaWriteStream(fp, dewa); + fclose(fp); + if (ret) + return ERROR_INT("dewa not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief dewarpaWriteStream() + * + * \param[in] fp file stream opened for "wb" + * \param[in] dewa + * \return 0 if OK, 1 on error + */ +l_ok +dewarpaWriteStream(FILE *fp, + L_DEWARPA *dewa) +{ +l_int32 ndewarp, i, pageno; + + PROCNAME("dewarpaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + /* Generate the list of page numbers for which a model exists. + * Note that no attempt is made to determine if the model is + * valid, because that determination is associated with + * using the model to remove the warping, which typically + * can happen later, after all the models have been built. */ + dewarpaListPages(dewa); + if (!dewa->namodels) + return ERROR_INT("dewa->namodels not made", procName, 1); + ndewarp = numaGetCount(dewa->namodels); /* with actual page models */ + + fprintf(fp, "\nDewarpa Version %d\n", DEWARP_VERSION_NUMBER); + fprintf(fp, "ndewarp = %d, maxpage = %d\n", ndewarp, dewa->maxpage); + fprintf(fp, "sampling = %d, redfactor = %d, minlines = %d, maxdist = %d\n", + dewa->sampling, dewa->redfactor, dewa->minlines, dewa->maxdist); + fprintf(fp, + "max_linecurv = %d, min_diff_linecurv = %d, max_diff_linecurv = %d\n", + dewa->max_linecurv, dewa->min_diff_linecurv, dewa->max_diff_linecurv); + fprintf(fp, + "max_edgeslope = %d, max_edgecurv = %d, max_diff_edgecurv = %d\n", + dewa->max_edgeslope, dewa->max_edgecurv, dewa->max_diff_edgecurv); + fprintf(fp, "fullmodel = %d\n", dewa->useboth); + for (i = 0; i < ndewarp; i++) { + numaGetIValue(dewa->namodels, i, &pageno); + dewarpWriteStream(fp, dewarpaGetDewarp(dewa, pageno)); + } + + return 0; +} + + +/*! + * \brief dewarpaWriteMem() + * + * \param[out] pdata data of serialized dewarpa (not ascii) + * \param[out] psize size of returned data + * \param[in] dewa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a dewarpa in memory and puts the result in a buffer.
+ *
+ */ +l_ok +dewarpaWriteMem(l_uint8 **pdata, + size_t *psize, + L_DEWARPA *dewa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("dewarpaWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = dewarpaWriteStream(fp, dewa); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = dewarpaWriteStream(fp, dewa); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} diff --git a/3rdparty/hgOCR/leptonica/dewarp2.c b/3rdparty/hgOCR/leptonica/dewarp2.c new file mode 100644 index 00000000..a638eda0 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dewarp2.c @@ -0,0 +1,1912 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file dewarp2.c + * 
+ *
+ *    Build the page disparity model
+ *
+ *      Build basic page disparity model
+ *          l_int32            dewarpBuildPageModel()
+ *          l_int32            dewarpFindVertDisparity()
+ *          l_int32            dewarpFindHorizDisparity()
+ *          PTAA              *dewarpGetTextlineCenters()
+ *          static PTA        *dewarpGetMeanVerticals()
+ *          PTAA              *dewarpRemoveShortLines()
+ *          static l_int32     dewarpGetLineEndPoints()
+ *          static l_int32     dewarpFilterLineEndPoints()
+ *          static PTA        *dewarpRemoveBadEndPoints()
+ *          static l_int32     dewarpIsLineCoverageValid()
+ *          static l_int32     dewarpQuadraticLSF()
+ *
+ *      Build disparity model for slope near binding
+ *          l_int32            dewarpFindHorizSlopeDisparity()
+ *
+ *      Build the line disparity model
+ *          l_int32            dewarpBuildLineModel()
+ *
+ *      Query model status
+ *          l_int32            dewarpaModelStatus()
+ *
+ *      Rendering helpers
+ *          static l_int32     pixRenderMidYs()
+ *          static l_int32     pixRenderHorizEndPoints
+ *
+ */ + +#include +#include "allheaders.h" + +static PTA *dewarpGetMeanVerticals(PIX *pixs, l_int32 x, l_int32 y); +static l_int32 dewarpGetLineEndPoints(l_int32 h, PTAA *ptaa, PTA **pptal, + PTA **pptar); +static l_int32 dewarpFilterLineEndPoints(L_DEWARP *dew, PTA *ptal1, PTA *ptar1, + PTA **pptal2, PTA **pptar2); +static PTA *dewarpRemoveBadEndPoints(l_int32 w, PTA *ptas); +static l_int32 dewarpIsLineCoverageValid(PTAA *ptaa2, l_int32 h, + l_int32 *pntop, l_int32 *pnbot, + l_int32 *pytop, l_int32 *pybot); +static l_int32 dewarpQuadraticLSF(PTA *ptad, l_float32 *pa, l_float32 *pb, + l_float32 *pc, l_float32 *pmederr); +static l_int32 pixRenderMidYs(PIX *pixs, NUMA *namidys, l_int32 linew); +static l_int32 pixRenderHorizEndPoints(PIX *pixs, PTA *ptal, PTA *ptar, + l_uint32 color); + + +#ifndef NO_CONSOLE_IO +#define DEBUG_TEXTLINE_CENTERS 0 /* set this to 1 for debugging */ +#define DEBUG_SHORT_LINES 0 /* ditto */ +#else +#define DEBUG_TEXTLINE_CENTERS 0 /* always must be 0 */ +#define DEBUG_SHORT_LINES 0 /* ditto */ +#endif /* !NO_CONSOLE_IO */ + + /* Special parameter values for reducing horizontal disparity */ +static const l_float32 MinRatioLinesToHeight = 0.45; +static const l_int32 MinLinesForHoriz1 = 10; /* initially */ +static const l_int32 MinLinesForHoriz2 = 3; /* after, in each half */ +static const l_float32 AllowedWidthFract = 0.05; /* no bigger */ + + +/*----------------------------------------------------------------------* + * Build basic page disparity model * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpBuildPageModel() + * + * \param[in] dew + * \param[in] debugfile use NULL to skip writing this + * \return 0 if OK, 1 if unable to build the model or on error + * + * 
+ * Notes:
+ *      (1) This is the basic function that builds the horizontal and
+ *          vertical disparity arrays, which allow determination of the
+ *          src pixel in the input image corresponding to each
+ *          dest pixel in the dewarped image.
+ *      (2) Sets vsuccess = 1 if the vertical disparity array builds.
+ *          Always attempts to build the horizontal disparity array,
+ *          even if it will not be requested (useboth == 0).
+ *          Sets hsuccess = 1 if horizontal disparity builds.
+ *      (3) The method is as follows:
+ *          (a) Estimate the points along the centers of all the
+ *              long textlines.  If there are too few lines, no
+ *              disparity models are built.
+ *          (b) From the vertical deviation of the lines, estimate
+ *              the vertical disparity.
+ *          (c) From the ends of the lines, estimate the horizontal
+ *              disparity, assuming that the text is made of lines
+ *              that are close to left and right justified.
+ *          (d) One can also compute an additional contribution to the
+ *              horizontal disparity, inferred from slopes of the top
+ *              and bottom lines.  We do not do this.
+ *      (4) In more detail for the vertical disparity:
+ *          (a) Fit a LS quadratic to center locations along each line.
+ *              This smooths the curves.
+ *          (b) Sample each curve at a regular interval, find the y-value
+ *              of the mid-point on each curve, and subtract the sampled
+ *              curve value from this value.  This is the vertical
+ *              disparity at sampled points along each curve.
+ *          (c) Fit a LS quadratic to each set of vertically aligned
+ *              disparity samples.  This smooths the disparity values
+ *              in the vertical direction.  Then resample at the same
+ *              regular interval.  We now have a regular grid of smoothed
+ *              vertical disparity valuels.
+ *      (5) Once the sampled vertical disparity array is found, it can be
+ *          interpolated to get a full resolution vertical disparity map.
+ *          This can be applied directly to the src image pixels
+ *          to dewarp the image in the vertical direction, making
+ *          all textlines horizontal.  Likewise, the horizontal
+ *          disparity array is used to left- and right-align the
+ *          longest textlines.
+ *
+ */ +l_ok +dewarpBuildPageModel(L_DEWARP *dew, + const char *debugfile) +{ +l_int32 linecount, ntop, nbot, ytop, ybot, ret; +PIX *pixs, *pix1, *pix2, *pix3; +PTA *pta; +PTAA *ptaa1, *ptaa2; + + PROCNAME("dewarpBuildPageModel"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + + dew->debug = (debugfile) ? 1 : 0; + dew->vsuccess = dew->hsuccess = 0; + pixs = dew->pixs; + if (debugfile) { + lept_rmdir("lept/dewmod"); /* erase previous images */ + lept_mkdir("lept/dewmod"); + pixDisplayWithTitle(pixs, 0, 0, "pixs", 1); + pixWriteDebug("/tmp/lept/dewmod/0010.png", pixs, IFF_PNG); + } + + /* Make initial estimate of centers of textlines */ + ptaa1 = dewarpGetTextlineCenters(pixs, debugfile || DEBUG_TEXTLINE_CENTERS); + if (!ptaa1) { + L_WARNING("textline centers not found; model not built\n", procName); + return 1; + } + if (debugfile) { + pix1 = pixConvertTo32(pixs); + pta = generatePtaFilledCircle(1); + pix2 = pixGenerateFromPta(pta, 5, 5); + pix3 = pixDisplayPtaaPattern(NULL, pix1, ptaa1, pix2, 2, 2); + pixWriteDebug("/tmp/lept/dewmod/0020.png", pix3, IFF_PNG); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + ptaDestroy(&pta); + } + + /* Remove all lines that are not at least 0.8 times the length + * of the longest line. */ + ptaa2 = dewarpRemoveShortLines(pixs, ptaa1, 0.8, + debugfile || DEBUG_SHORT_LINES); + if (debugfile) { + pix1 = pixConvertTo32(pixs); + pta = generatePtaFilledCircle(1); + pix2 = pixGenerateFromPta(pta, 5, 5); + pix3 = pixDisplayPtaaPattern(NULL, pix1, ptaa2, pix2, 2, 2); + pixWriteDebug("/tmp/lept/dewmod/0030.png", pix3, IFF_PNG); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + ptaDestroy(&pta); + } + ptaaDestroy(&ptaa1); + + /* Verify that there are sufficient "long" lines */ + linecount = ptaaGetCount(ptaa2); + if (linecount < dew->minlines) { + ptaaDestroy(&ptaa2); + L_WARNING("linecount %d < min req'd number of lines (%d) for model\n", + procName, linecount, dew->minlines); + return 1; + } + + /* Verify that the lines have a reasonable coverage of the + * vertical extent of the page. */ + if (dewarpIsLineCoverageValid(ptaa2, pixGetHeight(pixs), + &ntop, &nbot, &ytop, &ybot) == FALSE) { + ptaaDestroy(&ptaa2); + L_WARNING("invalid line coverage: ntop = %d, nbot = %d;" + " spanning [%d ... %d] in height %d\n", procName, + ntop, nbot, ytop, ybot, pixGetHeight(pixs)); + return 1; + } + + /* Get the sampled vertical disparity from the textline centers. + * The disparity array will push pixels vertically so that each + * textline is flat and centered at the y-position of the mid-point. */ + if (dewarpFindVertDisparity(dew, ptaa2, 0) != 0) { + L_WARNING("vertical disparity not built\n", procName); + ptaaDestroy(&ptaa2); + return 1; + } + + /* Get the sampled horizontal disparity from the left and right + * edges of the text. The disparity array will expand the image + * linearly outward to align the text edges vertically. + * Do this even if useboth == 0; we still calculate it even + * if we don't plan to use it. */ + if ((ret = dewarpFindHorizDisparity(dew, ptaa2)) == 0) + L_INFO("hsuccess = 1\n", procName); + + /* Debug output */ + if (debugfile) { + dewarpPopulateFullRes(dew, NULL, 0, 0); + pix1 = fpixRenderContours(dew->fullvdispar, 3.0, 0.15); + pixWriteDebug("/tmp/lept/dewmod/0060.png", pix1, IFF_PNG); + pixDisplay(pix1, 1000, 0); + pixDestroy(&pix1); + if (ret == 0) { + pix1 = fpixRenderContours(dew->fullhdispar, 3.0, 0.15); + pixWriteDebug("/tmp/lept/dewmod/0070.png", pix1, IFF_PNG); + pixDisplay(pix1, 1000, 0); + pixDestroy(&pix1); + } + convertFilesToPdf("/tmp/lept/dewmod", NULL, 135, 1.0, 0, 0, + "Dewarp Build Model", debugfile); + fprintf(stderr, "pdf file: %s\n", debugfile); + } + + ptaaDestroy(&ptaa2); + return 0; +} + + +/*! + * \brief dewarpFindVertDisparity() + * + * \param[in] dew + * \param[in] ptaa unsmoothed lines, not vertically ordered + * \param[in] rotflag 0 if using dew->pixs; 1 if rotated by 90 degrees cw + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This starts with points along the centers of textlines.
+ *          It does quadratic fitting (and smoothing), first along the
+ *          lines and then in the vertical direction, to generate
+ *          the sampled vertical disparity map.  This can then be
+ *          interpolated to full resolution and used to remove
+ *          the vertical line warping.
+ *      (2) Use %rotflag == 1 if you are dewarping vertical lines, as
+ *          is done in dewarpBuildLineModel().  The usual case is for
+ *          %rotflag == 0.
+ *      (3) Note that this builds a vertical disparity model (VDM), but
+ *          does not check it against constraints for validity.
+ *          Constraint checking is done after building the models,
+ *          and before inserting reference models.
+ *      (4) This sets the vsuccess flag to 1 on success.
+ *      (5) Pix debug output goes to /tmp/dewvert/ for collection into
+ *          a pdf.  Non-pix debug output goes to /tmp.
+ *
+ */ +l_ok +dewarpFindVertDisparity(L_DEWARP *dew, + PTAA *ptaa, + l_int32 rotflag) +{ +l_int32 i, j, nlines, npts, nx, ny, sampling; +l_float32 c0, c1, c2, x, y, midy, val, medval, meddev, minval, maxval; +l_float32 *famidys; +NUMA *nax, *nafit, *nacurve0, *nacurve1, *nacurves; +NUMA *namidy, *namidys, *namidysi; +PIX *pix1, *pix2, *pixcirc, *pixdb; +PTA *pta, *ptad, *ptacirc; +PTAA *ptaa0, *ptaa1, *ptaa2, *ptaa3, *ptaa4, *ptaa5, *ptaat; +FPIX *fpix; + + PROCNAME("dewarpFindVertDisparity"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + dew->vsuccess = 0; + if (!ptaa) + return ERROR_INT("ptaa not defined", procName, 1); + + if (dew->debug) L_INFO("finding vertical disparity\n", procName); + + /* Do quadratic fit to smooth each line. A single quadratic + * over the entire width of the line appears to be sufficient. + * Quartics tend to overfit to noise. Each line is thus + * represented by three coefficients: y(x) = c2 * x^2 + c1 * x + c0. + * Using the coefficients, sample each fitted curve uniformly + * across the full width of the image. The result is in ptaa0. */ + sampling = dew->sampling; + nx = (rotflag) ? dew->ny : dew->nx; + ny = (rotflag) ? dew->nx : dew->ny; + nlines = ptaaGetCount(ptaa); + dew->nlines = nlines; + ptaa0 = ptaaCreate(nlines); + nacurve0 = numaCreate(nlines); /* stores curvature coeff c2 */ + pixdb = (rotflag) ? pixRotateOrth(dew->pixs, 1) : pixClone(dew->pixs); + for (i = 0; i < nlines; i++) { /* for each line */ + pta = ptaaGetPta(ptaa, i, L_CLONE); + ptaGetQuadraticLSF(pta, &c2, &c1, &c0, NULL); + numaAddNumber(nacurve0, c2); + ptad = ptaCreate(nx); + for (j = 0; j < nx; j++) { /* uniformly sampled in x */ + x = j * sampling; + applyQuadraticFit(c2, c1, c0, x, &y); + ptaAddPt(ptad, x, y); + } + ptaaAddPta(ptaa0, ptad, L_INSERT); + ptaDestroy(&pta); + } + if (dew->debug) { + lept_mkdir("lept/dewarp"); + lept_mkdir("lept/dewdebug"); + lept_mkdir("lept/dewmod"); + ptaat = ptaaCreate(nlines); + for (i = 0; i < nlines; i++) { + pta = ptaaGetPta(ptaa, i, L_CLONE); + ptaGetArrays(pta, &nax, NULL); + ptaGetQuadraticLSF(pta, NULL, NULL, NULL, &nafit); + ptad = ptaCreateFromNuma(nax, nafit); + ptaaAddPta(ptaat, ptad, L_INSERT); + ptaDestroy(&pta); + numaDestroy(&nax); + numaDestroy(&nafit); + } + pix1 = pixConvertTo32(pixdb); + pta = generatePtaFilledCircle(1); + pixcirc = pixGenerateFromPta(pta, 5, 5); + pix2 = pixDisplayPtaaPattern(NULL, pix1, ptaat, pixcirc, 2, 2); + pixWriteDebug("/tmp/lept/dewmod/0041.png", pix2, IFF_PNG); + pixDestroy(&pix1); + pixDestroy(&pix2); + ptaDestroy(&pta); + pixDestroy(&pixcirc); + ptaaDestroy(&ptaat); + } + + /* Remove lines with outlier curvatures. + * Note that this is just looking for internal consistency in + * the line curvatures. It is not rejecting lines based on + * the magnitude of the curvature. That is done when constraints + * are applied for valid models. */ + numaGetMedianDevFromMedian(nacurve0, &medval, &meddev); + L_INFO("\nPage %d\n", procName, dew->pageno); + L_INFO("Pass 1: Curvature: medval = %f, meddev = %f\n", + procName, medval, meddev); + ptaa1 = ptaaCreate(nlines); + nacurve1 = numaCreate(nlines); + for (i = 0; i < nlines; i++) { /* for each line */ + numaGetFValue(nacurve0, i, &val); + if (L_ABS(val - medval) > 7.0 * meddev) /* TODO: reduce to ~ 3.0 */ + continue; + pta = ptaaGetPta(ptaa0, i, L_CLONE); + ptaaAddPta(ptaa1, pta, L_INSERT); + numaAddNumber(nacurve1, val); + } + nlines = ptaaGetCount(ptaa1); + numaDestroy(&nacurve0); + + /* Save the min and max curvature (in micro-units) */ + numaGetMin(nacurve1, &minval, NULL); + numaGetMax(nacurve1, &maxval, NULL); + dew->mincurv = lept_roundftoi(1000000. * minval); + dew->maxcurv = lept_roundftoi(1000000. * maxval); + L_INFO("Pass 2: Min/max curvature = (%d, %d)\n", procName, + dew->mincurv, dew->maxcurv); + + /* Find and save the y values at the mid-points in each curve. + * If the slope is zero anywhere, it will typically be here. */ + namidy = numaCreate(nlines); + for (i = 0; i < nlines; i++) { + pta = ptaaGetPta(ptaa1, i, L_CLONE); + npts = ptaGetCount(pta); + ptaGetPt(pta, npts / 2, NULL, &midy); + numaAddNumber(namidy, midy); + ptaDestroy(&pta); + } + + /* Sort the lines in ptaa1c by their vertical position, going down */ + namidysi = numaGetSortIndex(namidy, L_SORT_INCREASING); + namidys = numaSortByIndex(namidy, namidysi); + nacurves = numaSortByIndex(nacurve1, namidysi); + numaDestroy(&dew->namidys); /* in case previously made */ + numaDestroy(&dew->nacurves); + dew->namidys = namidys; + dew->nacurves = nacurves; + ptaa2 = ptaaSortByIndex(ptaa1, namidysi); + numaDestroy(&namidy); + numaDestroy(&nacurve1); + numaDestroy(&namidysi); + if (dew->debug) { + numaWriteDebug("/tmp/lept/dewdebug/midys.na", namidys); + numaWriteDebug("/tmp/lept/dewdebug/curves.na", nacurves); + pix1 = pixConvertTo32(pixdb); + ptacirc = generatePtaFilledCircle(5); + pixcirc = pixGenerateFromPta(ptacirc, 11, 11); + srand(3); + pixDisplayPtaaPattern(pix1, pix1, ptaa2, pixcirc, 5, 5); + srand(3); /* use the same colors for text and reference lines */ + pixRenderMidYs(pix1, namidys, 2); + pix2 = (rotflag) ? pixRotateOrth(pix1, 3) : pixClone(pix1); + pixWriteDebug("/tmp/lept/dewmod/0042.png", pix2, IFF_PNG); + pixDisplay(pix2, 0, 0); + ptaDestroy(&ptacirc); + pixDestroy(&pixcirc); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + pixDestroy(&pixdb); + + /* Convert the sampled points in ptaa2 to a sampled disparity with + * with respect to the y value at the mid point in the curve. + * The disparity is the distance the point needs to move; + * plus is downward. */ + ptaa3 = ptaaCreate(nlines); + for (i = 0; i < nlines; i++) { + pta = ptaaGetPta(ptaa2, i, L_CLONE); + numaGetFValue(namidys, i, &midy); + ptad = ptaCreate(nx); + for (j = 0; j < nx; j++) { + ptaGetPt(pta, j, &x, &y); + ptaAddPt(ptad, x, midy - y); + } + ptaaAddPta(ptaa3, ptad, L_INSERT); + ptaDestroy(&pta); + } + if (dew->debug) { + ptaaWriteDebug("/tmp/lept/dewdebug/ptaa3.ptaa", ptaa3, 0); + } + + /* Generate ptaa4 by taking vertical 'columns' from ptaa3. + * We want to fit the vertical disparity on the column to the + * vertical position of the line, which we call 'y' here and + * obtain from namidys. So each pta in ptaa4 is the set of + * vertical disparities down a column of points. The columns + * in ptaa4 are equally spaced in x. */ + ptaa4 = ptaaCreate(nx); + famidys = numaGetFArray(namidys, L_NOCOPY); + for (j = 0; j < nx; j++) { + pta = ptaCreate(nlines); + for (i = 0; i < nlines; i++) { + y = famidys[i]; + ptaaGetPt(ptaa3, i, j, NULL, &val); /* disparity value */ + ptaAddPt(pta, y, val); + } + ptaaAddPta(ptaa4, pta, L_INSERT); + } + if (dew->debug) { + ptaaWriteDebug("/tmp/lept/dewdebug/ptaa4.ptaa", ptaa4, 0); + } + + /* Do quadratic fit vertically on each of the pixel columns + * in ptaa4, for the vertical displacement (which identifies the + * src pixel(s) for each dest pixel) as a function of y (the + * y value of the mid-points for each line). Then generate + * ptaa5 by sampling the fitted vertical displacement on a + * regular grid in the vertical direction. Each pta in ptaa5 + * gives the vertical displacement for regularly sampled y values + * at a fixed x. */ + ptaa5 = ptaaCreate(nx); /* uniformly sampled across full height of image */ + for (j = 0; j < nx; j++) { /* for each column */ + pta = ptaaGetPta(ptaa4, j, L_CLONE); + ptaGetQuadraticLSF(pta, &c2, &c1, &c0, NULL); + ptad = ptaCreate(ny); + for (i = 0; i < ny; i++) { /* uniformly sampled in y */ + y = i * sampling; + applyQuadraticFit(c2, c1, c0, y, &val); + ptaAddPt(ptad, y, val); + } + ptaaAddPta(ptaa5, ptad, L_INSERT); + ptaDestroy(&pta); + } + if (dew->debug) { + ptaaWriteDebug("/tmp/lept/dewdebug/ptaa5.ptaa", ptaa5, 0); + convertFilesToPdf("/tmp/lept/dewmod", "004", 135, 1.0, 0, 0, + "Dewarp Vert Disparity", + "/tmp/lept/dewarp/vert_disparity.pdf"); + fprintf(stderr, "pdf file: /tmp/lept/dewarp/vert_disparity.pdf\n"); + } + + /* Save the result in a fpix at the specified subsampling */ + fpix = fpixCreate(nx, ny); + for (i = 0; i < ny; i++) { + for (j = 0; j < nx; j++) { + ptaaGetPt(ptaa5, j, i, NULL, &val); + fpixSetPixel(fpix, j, i, val); + } + } + dew->sampvdispar = fpix; + dew->vsuccess = 1; + + ptaaDestroy(&ptaa0); + ptaaDestroy(&ptaa1); + ptaaDestroy(&ptaa2); + ptaaDestroy(&ptaa3); + ptaaDestroy(&ptaa4); + ptaaDestroy(&ptaa5); + return 0; +} + + +/*! + * \brief dewarpFindHorizDisparity() + * + * \param[in] dew + * \param[in] ptaa unsmoothed lines, not vertically ordered + * \return 0 if OK, 1 if horizontal disparity array is not built, or on error + * + * 
+ * Notes:
+ *      (1) This builds a horizontal disparity model (HDM), but
+ *          does not check it against constraints for validity.
+ *          Constraint checking is done at rendering time.
+ *      (2) Horizontal disparity is not required for a successful model;
+ *          only the vertical disparity is required.  This will not be
+ *          called if the function to build the vertical disparity fails.
+ *      (3) This sets the hsuccess flag to 1 on success.
+ *      (4) Internally in ptal1, ptar1, ptal2, ptar2: x and y are reversed,
+ *          so the 'y' value is horizontal distance across the image width.
+ *      (5) Debug output goes to /tmp/lept/dewmod/ for collection into a pdf.
+ *
+ */ +l_ok +dewarpFindHorizDisparity(L_DEWARP *dew, + PTAA *ptaa) +{ +l_int32 i, j, h, nx, ny, sampling, ret; +l_float32 c0, c1, cl0, cl1, cl2, cr0, cr1, cr2; +l_float32 x, y, refl, refr; +l_float32 val, mederr; +NUMA *nald, *nard; +PIX *pix1; +PTA *ptal1, *ptar1; /* left/right end points of lines; initial */ +PTA *ptal2, *ptar2; /* left/right end points; after filtering */ +PTA *ptal3, *ptar3; /* left and right block, fitted, uniform spacing */ +PTA *pta, *ptat, *pta1, *pta2; +PTAA *ptaah; +FPIX *fpix; + + PROCNAME("dewarpFindHorizDisparity"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + dew->hsuccess = 0; + if (!ptaa) + return ERROR_INT("ptaa not defined", procName, 1); + + if (dew->debug) L_INFO("finding horizontal disparity\n", procName); + + /* Get the endpoints of the lines, and sort from top to bottom */ + h = pixGetHeight(dew->pixs); + ret = dewarpGetLineEndPoints(h, ptaa, &ptal1, &ptar1); + if (ret) { + L_INFO("Horiz disparity not built\n", procName); + return 1; + } + if (dew->debug) { + lept_mkdir("lept/dewdebug"); + lept_mkdir("lept/dewarp"); + ptaWriteDebug("/tmp/lept/dewdebug/endpts_left1.pta", ptal1, 1); + ptaWriteDebug("/tmp/lept/dewdebug/endpts_right1.pta", ptar1, 1); + } + + /* Filter the points by x-location to prevent 2-column images + * from getting confused about left and right endpoints. We + * require valid left points to not be farther than + * 0.20 * (remaining distance to the right edge of the image) + * to the right of the leftmost endpoint, and similarly for + * the right endpoints. (Note: x and y are reversed in the pta.) + * Also require end points to be near the medians in the + * upper and lower halves. */ + ret = dewarpFilterLineEndPoints(dew, ptal1, ptar1, &ptal2, &ptar2); + ptaDestroy(&ptal1); + ptaDestroy(&ptar1); + if (ret) { + L_INFO("Not enough filtered end points\n", procName); + return 1; + } + + /* Do a quadratic fit to the left and right endpoints of the + * longest lines. Each line is represented by 3 coefficients: + * x(y) = c2 * y^2 + c1 * y + c0. + * Using the coefficients, sample each fitted curve uniformly + * along the full height of the image. */ + sampling = dew->sampling; + nx = dew->nx; + ny = dew->ny; + + /* Fit the left side, using quadratic LSF on the set of long + * lines. It is not necessary to use the noisy LSF fit + * function, because we've removed outlier end points by + * selecting the long lines. Then uniformly sample along + * this fitted curve. */ + dewarpQuadraticLSF(ptal2, &cl2, &cl1, &cl0, &mederr); + dew->leftslope = lept_roundftoi(1000. * cl1); /* milli-units */ + dew->leftcurv = lept_roundftoi(1000000. * cl2); /* micro-units */ + L_INFO("Left quad LSF median error = %5.2f\n", procName, mederr); + L_INFO("Left edge slope = %d\n", procName, dew->leftslope); + L_INFO("Left edge curvature = %d\n", procName, dew->leftcurv); + ptal3 = ptaCreate(ny); + for (i = 0; i < ny; i++) { /* uniformly sampled in y */ + y = i * sampling; + applyQuadraticFit(cl2, cl1, cl0, y, &x); + ptaAddPt(ptal3, x, y); + } + + /* Fit the right side in the same way. */ + dewarpQuadraticLSF(ptar2, &cr2, &cr1, &cr0, &mederr); + dew->rightslope = lept_roundftoi(1000.0 * cr1); /* milli-units */ + dew->rightcurv = lept_roundftoi(1000000. * cr2); /* micro-units */ + L_INFO("Right quad LSF median error = %5.2f\n", procName, mederr); + L_INFO("Right edge slope = %d\n", procName, dew->rightslope); + L_INFO("Right edge curvature = %d\n", procName, dew->rightcurv); + ptar3 = ptaCreate(ny); + for (i = 0; i < ny; i++) { /* uniformly sampled in y */ + y = i * sampling; + applyQuadraticFit(cr2, cr1, cr0, y, &x); + ptaAddPt(ptar3, x, y); + } + + if (dew->debug) { + PTA *ptalft, *ptarft; + h = pixGetHeight(dew->pixs); + pta1 = ptaCreate(h); + pta2 = ptaCreate(h); + for (i = 0; i < h; i++) { + applyQuadraticFit(cl2, cl1, cl0, i, &x); + ptaAddPt(pta1, x, i); + applyQuadraticFit(cr2, cr1, cr0, i, &x); + ptaAddPt(pta2, x, i); + } + pix1 = pixDisplayPta(NULL, dew->pixs, pta1); + pixDisplayPta(pix1, pix1, pta2); + pixRenderHorizEndPoints(pix1, ptal2, ptar2, 0xff000000); + pixDisplay(pix1, 600, 800); + pixWriteDebug("/tmp/lept/dewmod/0051.png", pix1, IFF_PNG); + pixDestroy(&pix1); + + pix1 = pixDisplayPta(NULL, dew->pixs, pta1); + pixDisplayPta(pix1, pix1, pta2); + ptalft = ptaTranspose(ptal3); + ptarft = ptaTranspose(ptar3); + pixRenderHorizEndPoints(pix1, ptalft, ptarft, 0x0000ff00); + pixDisplay(pix1, 800, 800); + pixWriteDebug("/tmp/lept/dewmod/0052.png", pix1, IFF_PNG); + convertFilesToPdf("/tmp/lept/dewmod", "005", 135, 1.0, 0, 0, + "Dewarp Horiz Disparity", + "/tmp/lept/dewarp/horiz_disparity.pdf"); + fprintf(stderr, "pdf file: /tmp/lept/dewarp/horiz_disparity.pdf\n"); + pixDestroy(&pix1); + ptaDestroy(&pta1); + ptaDestroy(&pta2); + ptaDestroy(&ptalft); + ptaDestroy(&ptarft); + } + + /* Find the x value at the midpoints (in y) of the two vertical lines, + * ptal3 and ptar3. These are the reference values for each of the + * lines. Then use the difference between the these midpoint + * values and the actual x coordinates of the lines to represent + * the horizontal disparity (nald, nard) on the vertical lines + * for the sampled y values. */ + ptaGetPt(ptal3, ny / 2, &refl, NULL); + ptaGetPt(ptar3, ny / 2, &refr, NULL); + nald = numaCreate(ny); + nard = numaCreate(ny); + for (i = 0; i < ny; i++) { + ptaGetPt(ptal3, i, &x, NULL); + numaAddNumber(nald, refl - x); + ptaGetPt(ptar3, i, &x, NULL); + numaAddNumber(nard, refr - x); + } + + /* Now for each pair of sampled values of the two lines (at the + * same value of y), do a linear interpolation to generate + * the horizontal disparity on all sampled points between them. */ + ptaah = ptaaCreate(ny); + for (i = 0; i < ny; i++) { + pta = ptaCreate(2); + numaGetFValue(nald, i, &val); + ptaAddPt(pta, refl, val); + numaGetFValue(nard, i, &val); + ptaAddPt(pta, refr, val); + ptaGetLinearLSF(pta, &c1, &c0, NULL); /* horiz disparity along line */ + ptat = ptaCreate(nx); + for (j = 0; j < nx; j++) { + x = j * sampling; + applyLinearFit(c1, c0, x, &val); + ptaAddPt(ptat, x, val); + } + ptaaAddPta(ptaah, ptat, L_INSERT); + ptaDestroy(&pta); + } + numaDestroy(&nald); + numaDestroy(&nard); + + /* Save the result in a fpix at the specified subsampling */ + fpix = fpixCreate(nx, ny); + for (i = 0; i < ny; i++) { + for (j = 0; j < nx; j++) { + ptaaGetPt(ptaah, i, j, NULL, &val); + fpixSetPixel(fpix, j, i, val); + } + } + dew->samphdispar = fpix; + dew->hsuccess = 1; + ptaDestroy(&ptal2); + ptaDestroy(&ptar2); + ptaDestroy(&ptal3); + ptaDestroy(&ptar3); + ptaaDestroy(&ptaah); + return 0; +} + + +/*! + * \brief dewarpGetTextlineCenters() + * + * \param[in] pixs 1 bpp + * \param[in] debugflag 1 for debug output + * \return ptaa of center values of textlines + * + * 
+ * Notes:
+ *      (1) This in general does not have a point for each value
+ *          of x, because there will be gaps between words.
+ *          It doesn't matter because we will fit a quadratic to the
+ *          points that we do have.
+ *
+ */ +PTAA * +dewarpGetTextlineCenters(PIX *pixs, + l_int32 debugflag) +{ +char buf[64]; +l_int32 i, w, h, bx, by, nsegs, csize1, csize2; +BOXA *boxa; +PIX *pix1, *pix2; +PIXA *pixa1, *pixa2; +PTA *pta; +PTAA *ptaa; + + PROCNAME("dewarpGetTextlineCenters"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PTAA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + + if (debugflag) L_INFO("finding text line centers\n", procName); + + /* Filter to solidify the text lines within the x-height region, + * and to remove most of the ascenders and descenders. + * We start with a small vertical opening to remove noise beyond + * the line that can cause an error in the line end points. + * The small closing (csize1) is used to bridge the gaps between + * letters. The large closing (csize2) bridges the gaps between + * words; using 1/30 of the page width usually suffices. */ + csize1 = L_MAX(15, w / 80); + csize2 = L_MAX(40, w / 30); + snprintf(buf, sizeof(buf), "o1.3 + c%d.1 + o%d.1 + c%d.1", + csize1, csize1, csize2); + pix1 = pixMorphSequence(pixs, buf, 0); + + /* Remove the components (e.g., embedded images) that have + * long vertical runs (>= 50 pixels). You can't use bounding + * boxes because connected component b.b. of lines can be quite + * tall due to slope and curvature. */ + pix2 = pixMorphSequence(pix1, "e1.50", 0); /* seed */ + pixSeedfillBinary(pix2, pix2, pix1, 8); /* tall components */ + pixXor(pix2, pix2, pix1); /* remove tall */ + + if (debugflag) { + lept_mkdir("lept/dewmod"); + pixWriteDebug("/tmp/lept/dewmod/0011.tif", pix1, IFF_TIFF_G4); + pixDisplayWithTitle(pix1, 0, 600, "pix1", 1); + pixWriteDebug("/tmp/lept/dewmod/0012.tif", pix2, IFF_TIFF_G4); + pixDisplayWithTitle(pix2, 0, 800, "pix2", 1); + } + pixDestroy(&pix1); + + /* Get the 8-connected components ... */ + boxa = pixConnComp(pix2, &pixa1, 8); + pixDestroy(&pix2); + boxaDestroy(&boxa); + if (pixaGetCount(pixa1) == 0) { + pixaDestroy(&pixa1); + return NULL; + } + + /* ... and remove the short width and very short height c.c */ + pixa2 = pixaSelectBySize(pixa1, 100, 4, L_SELECT_IF_BOTH, + L_SELECT_IF_GT, NULL); + if ((nsegs = pixaGetCount(pixa2)) == 0) { + pixaDestroy(&pixa1); + pixaDestroy(&pixa2); + return NULL; + } + if (debugflag) { + pix2 = pixaDisplay(pixa2, w, h); + pixWriteDebug("/tmp/lept/dewmod/0013.tif", pix2, IFF_TIFF_G4); + pixDisplayWithTitle(pix2, 0, 1000, "pix2", 1); + pixDestroy(&pix2); + } + + /* For each c.c., get the weighted center of each vertical column. + * The result is a set of points going approximately through + * the center of the x-height part of the text line. */ + ptaa = ptaaCreate(nsegs); + for (i = 0; i < nsegs; i++) { + pixaGetBoxGeometry(pixa2, i, &bx, &by, NULL, NULL); + pix2 = pixaGetPix(pixa2, i, L_CLONE); + pta = dewarpGetMeanVerticals(pix2, bx, by); + ptaaAddPta(ptaa, pta, L_INSERT); + pixDestroy(&pix2); + } + if (debugflag) { + pix1 = pixCreateTemplate(pixs); + pix2 = pixDisplayPtaa(pix1, ptaa); + pixWriteDebug("/tmp/lept/dewmod/0014.tif", pix2, IFF_PNG); + pixDisplayWithTitle(pix2, 0, 1200, "pix3", 1); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + pixaDestroy(&pixa1); + pixaDestroy(&pixa2); + return ptaa; +} + + +/*! + * \brief dewarpGetMeanVerticals() + * + * \param[in] pixs 1 bpp, single c.c. + * \param[in] x,y location of UL corner of pixs, relative to page image + * \return pta (mean y-values in component for each x-value, + * both translated by (x,y + */ +static PTA * +dewarpGetMeanVerticals(PIX *pixs, + l_int32 x, + l_int32 y) +{ +l_int32 w, h, i, j, wpl, sum, count; +l_uint32 *line, *data; +PTA *pta; + + PROCNAME("pixGetMeanVerticals"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PTA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + pta = ptaCreate(w); + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + for (j = 0; j < w; j++) { + line = data; + sum = count = 0; + for (i = 0; i < h; i++) { + if (GET_DATA_BIT(line, j) == 1) { + sum += i; + count += 1; + } + line += wpl; + } + if (count == 0) continue; + ptaAddPt(pta, x + j, y + (sum / count)); + } + + return pta; +} + + +/*! + * \brief dewarpRemoveShortLines() + * + * \param[in] pixs 1 bpp + * \param[in] ptaas input lines + * \param[in] fract minimum fraction of longest line to keep + * \param[in] debugflag + * \return ptaad containing only lines of sufficient length, + * or NULL on error + */ +PTAA * +dewarpRemoveShortLines(PIX *pixs, + PTAA *ptaas, + l_float32 fract, + l_int32 debugflag) +{ +l_int32 w, n, i, index, maxlen, len; +l_float32 minx, maxx; +NUMA *na, *naindex; +PIX *pix1, *pix2; +PTA *pta; +PTAA *ptaad; + + PROCNAME("dewarpRemoveShortLines"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PTAA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!ptaas) + return (PTAA *)ERROR_PTR("ptaas undefined", procName, NULL); + + pixGetDimensions(pixs, &w, NULL, NULL); + n = ptaaGetCount(ptaas); + ptaad = ptaaCreate(n); + na = numaCreate(n); + for (i = 0; i < n; i++) { + pta = ptaaGetPta(ptaas, i, L_CLONE); + ptaGetRange(pta, &minx, &maxx, NULL, NULL); + numaAddNumber(na, maxx - minx + 1); + ptaDestroy(&pta); + } + + /* Sort by length and find all that are long enough */ + naindex = numaGetSortIndex(na, L_SORT_DECREASING); + numaGetIValue(naindex, 0, &index); + numaGetIValue(na, index, &maxlen); + if (maxlen < 0.5 * w) + L_WARNING("lines are relatively short\n", procName); + pta = ptaaGetPta(ptaas, index, L_CLONE); + ptaaAddPta(ptaad, pta, L_INSERT); + for (i = 1; i < n; i++) { + numaGetIValue(naindex, i, &index); + numaGetIValue(na, index, &len); + if (len < fract * maxlen) break; + pta = ptaaGetPta(ptaas, index, L_CLONE); + ptaaAddPta(ptaad, pta, L_INSERT); + } + + if (debugflag) { + pix1 = pixCopy(NULL, pixs); + pix2 = pixDisplayPtaa(pix1, ptaad); + pixDisplayWithTitle(pix2, 0, 200, "pix4", 1); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + numaDestroy(&na); + numaDestroy(&naindex); + return ptaad; +} + + +/*! + * \brief dewarpGetLineEndPoints() + * + * \param[in] h height of pixs + * \param[in] ptaa lines + * \param[out] pptal left end points of each line + * \param[out] pptar right end points of each line + * \return 0 if OK, 1 on error. + * + * 
+ * Notes:
+ *      (1) We require that the set of end points extends over 45% of the
+ *          height of the input image, to insure good coverage and
+ *          avoid extrapolating the curvature too far beyond the
+ *          actual textlines.  Large extrapolations are particularly
+ *          dangerous if used as a reference model.  We also require
+ *          at least 10 lines of text.
+ *      (2) We sort the lines from top to bottom (sort by x in the ptas).
+ *      (3) For fitting the endpoints, x = f(y), we transpose x and y.
+ *          Thus all these ptas have x and y swapped!
+ *
+ */ +static l_int32 +dewarpGetLineEndPoints(l_int32 h, + PTAA *ptaa, + PTA **pptal, + PTA **pptar) +{ +l_int32 i, n, npt, x, y; +l_float32 miny, maxy, ratio; +PTA *pta, *ptal1, *ptar1; + + PROCNAME("dewarpGetLineEndPoints"); + + if (!pptal || !pptar) + return ERROR_INT("&ptal and &ptar not both defined", procName, 1); + *pptal = *pptar = NULL; + if (!ptaa) + return ERROR_INT("ptaa undefined", procName, 1); + + /* Are there at least 10 lines? */ + n = ptaaGetCount(ptaa); + if (n < MinLinesForHoriz1) { + L_INFO("only %d lines; too few\n", procName, n); + return 1; + } + + /* Extract the line end points, and transpose x and y values */ + ptal1 = ptaCreate(n); + ptar1 = ptaCreate(n); + for (i = 0; i < n; i++) { + pta = ptaaGetPta(ptaa, i, L_CLONE); + ptaGetIPt(pta, 0, &x, &y); + ptaAddPt(ptal1, y, x); /* transpose */ + npt = ptaGetCount(pta); + ptaGetIPt(pta, npt - 1, &x, &y); + ptaAddPt(ptar1, y, x); /* transpose */ + ptaDestroy(&pta); + } + + /* Use the min and max of the y value on the left side. */ + ptaGetRange(ptal1, &miny, &maxy, NULL, NULL); + ratio = (maxy - miny) / (l_float32)h; + if (ratio < MinRatioLinesToHeight) { + L_INFO("ratio lines to height, %f, too small\n", procName, ratio); + ptaDestroy(&ptal1); + ptaDestroy(&ptar1); + return 1; + } + + /* Sort from top to bottom */ + *pptal = ptaSort(ptal1, L_SORT_BY_X, L_SORT_INCREASING, NULL); + *pptar = ptaSort(ptar1, L_SORT_BY_X, L_SORT_INCREASING, NULL); + ptaDestroy(&ptal1); + ptaDestroy(&ptar1); + return 0; +} + + +/*! + * \brief dewarpFilterLineEndPoints() + * + * \param[in] dew + * \param[in] ptal input left end points of each line + * \param[in] ptar input right end points of each line + * \param[out] pptalf filtered left end points + * \param[out] pptarf filtered right end points + * \return 0 if OK, 1 on error. + * + * 
+ * Notes:
+ *      (1) Avoid confusion with multiple columns by requiring that line
+ *          end points be close enough to leftmost and rightmost end points.
+ *          Must have at least 8 points on left and right after this step.
+ *      (2) Apply second filtering step, find the median positions in
+ *          top and bottom halves, and removing end points that are
+ *          displaced too much from these in the x direction.
+ *          Must have at least 6 points on left and right after this step.
+ *      (3) Reminder: x and y in the pta are transposed; think x = f(y).
+ *
+ */ +static l_int32 +dewarpFilterLineEndPoints(L_DEWARP *dew, + PTA *ptal, + PTA *ptar, + PTA **pptalf, + PTA **pptarf) +{ +l_int32 w, i, n; +l_float32 ymin, ymax, xvall, xvalr, yvall, yvalr; +PTA *ptal1, *ptar1, *ptal2, *ptar2; + + PROCNAME("dewarpFilterLineEndPoints"); + if (!ptal || !ptar) + return ERROR_INT("ptal or ptar not defined", procName, 1); + *pptalf = *pptarf = NULL; + + /* First filter for lines near left and right margins */ + w = pixGetWidth(dew->pixs); + ptaGetMinMax(ptal, NULL, &ymin, NULL, NULL); + ptaGetMinMax(ptar, NULL, NULL, NULL, &ymax); + n = ptaGetCount(ptal); /* ptar is the same size; at least 10 */ + ptal1 = ptaCreate(n); + ptar1 = ptaCreate(n); + for (i = 0; i < n; i++) { + ptaGetPt(ptal, i, &xvall, &yvall); + ptaGetPt(ptar, i, &xvalr, &yvalr); + if (yvall < ymin + 0.20 * (w - ymin) && + yvalr > 0.80 * ymax) { + ptaAddPt(ptal1, xvall, yvall); + ptaAddPt(ptar1, xvalr, yvalr); + } + } + if (dew->debug) { + ptaWriteDebug("/tmp/lept/dewdebug/endpts_left2.pta", ptal1, 1); + ptaWriteDebug("/tmp/lept/dewdebug/endpts_right2.pta", ptar1, 1); + } + + n = L_MIN(ptaGetCount(ptal1), ptaGetCount(ptar1)); + if (n < MinLinesForHoriz1 - 2) { + ptaDestroy(&ptal1); + ptaDestroy(&ptar1); + L_INFO("First filter: only %d endpoints; needed 8\n", procName, n); + return 1; + } + + /* Remove outlier points */ + ptal2 = dewarpRemoveBadEndPoints(w, ptal1); + ptar2 = dewarpRemoveBadEndPoints(w, ptar1); + ptaDestroy(&ptal1); + ptaDestroy(&ptar1); + if (!ptal2 || !ptar2) { + ptaDestroy(&ptal2); + ptaDestroy(&ptar2); + L_INFO("Second filter: too few endpoints left after outliers removed\n", + procName); + return 1; + } + if (dew->debug) { + ptaWriteDebug("/tmp/lept/dewdebug/endpts_left3.pta", ptal2, 1); + ptaWriteDebug("/tmp/lept/dewdebug/endpts_right3.pta", ptar2, 1); + } + + *pptalf = ptal2; + *pptarf = ptar2; + return 0; +} + + +/*! + * \brief dewarpRemoveBadEndPoints() + * + * \param[in] w width of input image + * \param[in] ptas left or right line end points + * \return ptad filtered left or right end points, or NULL on error. + * + * 
+ * Notes:
+ *      (1) The input set is sorted by line position (x value).
+ *          Break into two (upper and lower); for each find the median
+ *          horizontal (y value), and remove all points farther than
+ *          a fraction of the image width from this.  Make sure each
+ *          part still has at least 3 points, and join the two sections
+ *          before returning.
+ *      (2) Reminder: x and y in the pta are transposed; think x = f(y).
+ *
+ */ +static PTA * +dewarpRemoveBadEndPoints(l_int32 w, + PTA *ptas) +{ +l_int32 i, n, nu, nd; +l_float32 rval, xval, yval, delta; +PTA *ptau1, *ptau2, *ptad1, *ptad2; + + PROCNAME("dewarpRemoveBadEndPoints"); + + if (!ptas) + return (PTA *)ERROR_PTR("ptas not defined", procName, NULL); + + delta = AllowedWidthFract * w; + n = ptaGetCount(ptas); /* will be at least 8 */ + + /* Check the upper half */ + ptau1 = ptaSelectRange(ptas, 0, n / 2); + ptaGetRankValue(ptau1, 0.5, NULL, L_SORT_BY_Y, &rval); + nu = ptaGetCount(ptau1); + ptau2 = ptaCreate(nu); + for (i = 0; i < nu; i++) { + ptaGetPt(ptau1, i, &xval, &yval); /* transposed */ + if (L_ABS(rval - yval) <= delta) + ptaAddPt(ptau2, xval, yval); + } + ptaDestroy(&ptau1); + if (ptaGetCount(ptau2) < MinLinesForHoriz2) { + ptaDestroy(&ptau2); + L_INFO("Second filter: upper set is too small after outliers removed\n", + procName); + return NULL; + } + + /* Check the lower half */ + ptad1 = ptaSelectRange(ptas, n / 2 + 1, -1); + ptaGetRankValue(ptad1, 0.5, NULL, L_SORT_BY_Y, &rval); + nd = ptaGetCount(ptad1); + ptad2 = ptaCreate(nd); + for (i = 0; i < nd; i++) { + ptaGetPt(ptad1, i, &xval, &yval); /* transposed */ + if (L_ABS(rval - yval) <= delta) + ptaAddPt(ptad2, xval, yval); + } + ptaDestroy(&ptad1); + if (ptaGetCount(ptad2) < MinLinesForHoriz2) { + ptaDestroy(&ptau2); + ptaDestroy(&ptad2); + L_INFO("Second filter: lower set is too small after outliers removed\n", + procName); + return NULL; + } + + ptaJoin(ptau2, ptad2, 0, -1); + ptaDestroy(&ptad2); + return ptau2; +} + + +/*! + * \brief dewarpIsLineCoverageValid() + * + * \param[in] ptaa of validated lines + * \param[in] h height of pix + * \param[out] pntop number of lines in top half + * \param[out] pnbot number of lines in bottom half + * \param[out] pytop location of top line + * \param[out] pybot location of bottom line + * \return 1 if coverage is valid, 0 if not or on error. + * + * 
+ * Notes:
+ *      (1) The criterion for valid coverage is:
+ *          (a) there must be at least 4 lines in each half (top and bottom)
+ *              of the image.
+ *          (b) the coverage must be at least 50% of the image height
+ *
+ */ +static l_int32 +dewarpIsLineCoverageValid(PTAA *ptaa, + l_int32 h, + l_int32 *pntop, + l_int32 *pnbot, + l_int32 *pytop, + l_int32 *pybot) +{ +l_int32 i, n, iy, both_halves, ntop, nbot, ytop, ybot, nmin; +l_float32 y, fraction; +NUMA *na; + + PROCNAME("dewarpIsLineCoverageValid"); + + if (!ptaa) + return ERROR_INT("ptaa not defined", procName, 0); + if ((n = ptaaGetCount(ptaa)) == 0) + return ERROR_INT("ptaa empty", procName, 0); + if (h <= 0) + return ERROR_INT("invalid h", procName, 0); + if (!pntop || !pnbot) + return ERROR_INT("&ntop and &nbot not defined", procName, 0); + if (!pytop || !pybot) + return ERROR_INT("&ytop and &ybot not defined", procName, 0); + + na = numaCreate(n); + for (i = 0; i < n; i++) { + ptaaGetPt(ptaa, i, 0, NULL, &y); + numaAddNumber(na, y); + } + numaSort(na, na, L_SORT_INCREASING); + for (i = 0, ntop = 0; i < n; i++) { + numaGetIValue(na, i, &iy); + if (i == 0) ytop = iy; + if (i == n - 1) ybot = iy; + if (iy < 0.5 * h) + ntop++; + } + numaDestroy(&na); + nbot = n - ntop; + *pntop = ntop; + *pnbot = nbot; + *pytop = ytop; + *pybot = ybot; + nmin = 4; /* minimum number of lines required in each half */ + both_halves = (ntop >= nmin) && (nbot >= nmin); + fraction = (l_float32)(ybot - ytop) / (l_float32)h; + if (both_halves && fraction > 0.50) + return 1; + return 0; +} + + +/*! + * \brief dewarpQuadraticLSF() + * + * \param[in] ptad left or right end points of longest lines + * \param[out] pa coeff a of LSF: y = ax^2 + bx + c + * \param[out] pb coeff b of LSF: y = ax^2 + bx + c + * \param[out] pc coeff c of LSF: y = ax^2 + bx + c + * \param[out] pmederr [optional] median error + * \return 0 if OK, 1 on error. + * + * 
+ * Notes:
+ *      (1) This is used for finding the left or right sides of
+ *          the text block, computed as a quadratic curve.
+ *          Only the longest lines are input, so there are
+ *          no outliers.
+ *      (2) The ptas for the end points all have x and y swapped.
+ *
+ */ +static l_int32 +dewarpQuadraticLSF(PTA *ptad, + l_float32 *pa, + l_float32 *pb, + l_float32 *pc, + l_float32 *pmederr) +{ +l_int32 i, n; +l_float32 x, y, xp, c0, c1, c2; +NUMA *naerr; + + PROCNAME("dewarpQuadraticLSF"); + + if (pmederr) *pmederr = 0.0; + if (!pa || !pb || !pc) + return ERROR_INT("not all ptrs are defined", procName, 1); + *pa = *pb = *pc = 0.0; + if (!ptad) + return ERROR_INT("ptad not defined", procName, 1); + + /* Fit to the longest lines */ + ptaGetQuadraticLSF(ptad, &c2, &c1, &c0, NULL); + *pa = c2; + *pb = c1; + *pc = c0; + + /* Optionally, find the median error */ + if (pmederr) { + n = ptaGetCount(ptad); + naerr = numaCreate(n); + for (i = 0; i < n; i++) { + ptaGetPt(ptad, i, &y, &xp); + applyQuadraticFit(c2, c1, c0, y, &x); + numaAddNumber(naerr, L_ABS(x - xp)); + } + numaGetMedian(naerr, pmederr); + numaDestroy(&naerr); + } + return 0; +} + +/*----------------------------------------------------------------------* + * Build disparity model for slope near binding * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpFindHorizSlopeDisparity() + * + * \param[in] dew + * \param[in] pixb 1 bpp, with vert and horiz disparity removed + * \param[in] fractthresh threshold fractional difference in density + * \param[in] parity 0 if even page, 1 if odd page + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) %fractthresh is a threshold on the fractional difference in stroke
+ *          density between between left and right sides.  Process this
+ *          disparity only if the absolute value of the fractional
+ *          difference equals or exceeds this threshold.
+ *      (2) %parity indicates where the binding is: on the left for
+ *          %parity == 0 and on the right for %parity == 1.
+ *      (3) This takes a 1 bpp %pixb where both vertical and horizontal
+ *          disparity have been applied, so the text lines are straight and,
+ *          more importantly, the line end points are vertically aligned.
+ *          It estimates the foreshortening of the characters on the
+ *          binding side, and if significant, computes a one-dimensional
+ *          horizontal disparity function to compensate.
+ *      (4) The first attempt was to use the average width of the
+ *          connected components (c.c.) in vertical slices.  This does not work
+ *          reliably, because the horizontal compression of the text is
+ *          often accompanied by horizontal joining of c.c.
+ *      (5) We use the density of vertical strokes, measured by first using
+ *          a vertical opening, which improves the signal.  The result
+ *          is relatively insensitive to the size of the opening; we use
+ *          a 10-pixel opening.  The relative density is measured by
+ *          finding the number of c.c. in a full height sliding window
+ *          of width 50 pixels, and compute every 25 pixels.  Similar results
+ *          are obtained counting c.c. that either intersect the window
+ *          or are fully contained within it.
+ *      (6) Debug output goes to /tmp/lept/dewmod/ for collection into a pdf.
+ *
+ */ +l_ok +dewarpFindHorizSlopeDisparity(L_DEWARP *dew, + PIX *pixb, + l_float32 fractthresh, + l_int32 parity) +{ +l_int32 i, j, x, n1, n2, nb, ne, count, w, h, ival, prev; +l_int32 istart, iend, first, last, x0, x1, nx, ny; +l_float32 fract, delta, sum, aveval, fval, del, denom; +l_float32 ca, cb, cc, cd, ce, y; +BOX *box; +BOXA *boxa1, *boxa2; +NUMA *na1, *na2, *na3, *na4, *nasum; +PIX *pix1; +PTA *pta1; +FPIX *fpix; + + PROCNAME("dewarpFindHorizSlopeDisparity"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + if (!dew->vvalid || !dew->hvalid) + return ERROR_INT("invalid vert or horiz disparity model", procName, 1); + if (!pixb || pixGetDepth(pixb) != 1) + return ERROR_INT("pixb not defined or not 1 bpp", procName, 1); + + if (dew->debug) L_INFO("finding slope horizontal disparity\n", procName); + + /* Find the bounding boxes of the vertical strokes; remove noise */ + pix1 = pixMorphSequence(pixb, "o1.10", 0); + pixDisplay(pix1, 100, 100); + boxa1 = pixConnCompBB(pix1, 4); + boxa2 = boxaSelectBySize(boxa1, 0, 5, L_SELECT_HEIGHT, L_SELECT_IF_GT, + NULL); + nb = boxaGetCount(boxa2); + fprintf(stderr, "number of components: %d\n", nb); + boxaDestroy(&boxa1); + + /* Estimate the horizontal density of vertical strokes */ + na1 = numaCreate(0); + numaSetParameters(na1, 0, 25); + pixGetDimensions(pixb, &w, &h, NULL); + for (x = 0; x + 50 < w; x += 25) { + box = boxCreate(x, 0, 50, h); + boxaContainedInBoxCount(boxa2, box, &count); + numaAddNumber(na1, count); + boxDestroy(&box); + } + if (dew->debug) { + lept_mkdir("lept/dew"); + gplotSimple1(na1, GPLOT_PNG, "/tmp/lept/dew/0091", NULL); + lept_mv("/tmp/lept/dew/0091.png", "lept/dewmod", NULL, NULL); + pixWriteDebug("/tmp/lept/dewmod/0090.png", pix1, IFF_PNG); + } + pixDestroy(&pix1); + boxaDestroy(&boxa2); + + /* Find the left and right end local maxima; if the difference + * is small, quit. */ + n1 = numaGetCount(na1); + prev = 0; + istart = 0; + first = 0; + for (i = 0; i < n1; i++) { + numaGetIValue(na1, i, &ival); + if (ival >= prev) { + prev = ival; + continue; + } else { + first = prev; + istart = i - 1; + break; + } + } + prev = 0; + last = 0; + iend = n1 - 1; + for (i = n1 - 1; i >= 0; i--) { + numaGetIValue(na1, i, &ival); + if (ival >= prev) { + prev = ival; + continue; + } else { + last = prev; + iend = i + 1; + break; + } + } + na2 = numaClipToInterval(na1, istart, iend); + numaDestroy(&na1); + n2 = numaGetCount(na2); + delta = (parity == 0) ? last - first : first - last; + denom = L_MAX(1.0, (l_float32)(L_MIN(first, last))); + fract = (l_float32)delta / denom; + if (dew->debug) { + L_INFO("Slope-disparity: first = %d, last = %d, fract = %7.3f\n", + procName, first, last, fract); + gplotSimple1(na2, GPLOT_PNG, "/tmp/lept/dew/0092", NULL); + lept_mv("/tmp/lept/dew/0092.png", "lept/dewmod", NULL, NULL); + } + if (fract < fractthresh) { + L_INFO("Small slope-disparity: first = %d, last = %d, fract = %7.3f\n", + procName, first, last, fract); + numaDestroy(&na2); + return 0; + } + + /* Find the density far from the binding, and normalize to 1. */ + ne = n2 - n2 % 2; + if (parity == 0) + numaGetSumOnInterval(na2, 0, ne / 2 - 1, &sum); + else /* parity == 1 */ + numaGetSumOnInterval(na2, ne / 2, ne - 1, &sum); + denom = L_MAX(1.0, (l_float32)(ne / 2)); + aveval = sum / denom; + na3 = numaMakeConstant(aveval, n2); + numaArithOp(na2, na2, na3, L_ARITH_DIVIDE); + numaDestroy(&na3); + if (dew->debug) { + L_INFO("Average background density: %5.1f\n", procName, aveval); + gplotSimple1(na2, GPLOT_PNG, "/tmp/lept/dew/0093", NULL); + lept_mv("/tmp/lept/dew/0093.png", "lept/dewmod", NULL, NULL); + } + + /* Fit the normalized density curve to a quartic */ + pta1 = numaConvertToPta1(na2); + ptaWriteStream(stderr, pta1, 0); +/* ptaGetQuadraticLSF(pta1, NULL, NULL, NULL, &na3); */ + ptaGetQuarticLSF(pta1, &ca, &cb, &cc, &cd, &ce, &na3); + ptaGetArrays(pta1, &na4, NULL); + if (dew->debug) { + gplotSimpleXY1(na4, na3, GPLOT_LINES, GPLOT_PNG, + "/tmp/lept/dew/0094", NULL); + lept_mv("/tmp/lept/dew/0094.png", "lept/dewmod", NULL, NULL); + } + ptaDestroy(&pta1); + + /* Integrate from the high point down to 1 (or v.v) to get the + * disparity needed to make the density constant. */ + nasum = numaMakeConstant(0, w); /* area under the curve above 1.0 */ + if (parity == 0) { + for (i = n2 - 1; i >= 0; i--) { + numaGetFValue(na3, i, &fval); + if (fval < 1.0) break; + } + numaGetIValue(na4, i + 1, &x0); + numaGetIValue(na4, n2 - 1, &x1); + numaSetParameters(nasum, x0, 1); + sum = 0.0; + for (x = x0; x < x1; x++) { + applyQuarticFit(ca, cb, cc, cd, ce, (l_float32)x, &y); + sum += (y - 1.0); + numaReplaceNumber(nasum, x, sum); + } + for (x = x1; x < w; x++) + numaReplaceNumber(nasum, x, sum); + } else { /* parity == 1 */ + for (i = 0; i < n2; i++) { + numaGetFValue(na3, i, &fval); + if (fval < 1.0) break; + } + numaGetIValue(na4, 0, &x0); + numaGetIValue(na4, i - 1, &x1); + numaSetParameters(nasum, x0, 1); + sum = 0.0; + for (x = x1; x >= x0; x--) { + applyQuarticFit(ca, cb, cc, cd, ce, (l_float32)x, &y); + sum += (y - 1.0); + numaReplaceNumber(nasum, x, sum); + } + for (x = x0; x >= 0; x--) + numaReplaceNumber(nasum, x, sum); + } + + /* Save the result in a fpix at the specified subsampling */ + nx = dew->nx; + ny = dew->ny; + fpix = fpixCreate(nx, ny); + del = (l_float32)w / (l_float32)nx; + for (i = 0; i < ny; i++) { + for (j = 0; j < nx; j++) { + x = del * j; + numaGetFValue(nasum, x, &fval); + fpixSetPixel(fpix, j, i, fval); + } + } + dew->sampydispar = fpix; + dew->ysuccess = 1; + + numaDestroy(&na2); + numaDestroy(&na3); + numaDestroy(&na4); + numaDestroy(&nasum); + return 0; +} + + +/*----------------------------------------------------------------------* + * Build line disparity model * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpBuildLineModel() + * + * \param[in] dew + * \param[in] opensize size of opening to remove perpendicular lines + * \param[in] debugfile use NULL to skip writing this + * \return 0 if OK, 1 if unable to build the model or on error + * + * 
+ * Notes:
+ *      (1) This builds the horizontal and vertical disparity arrays
+ *          for an input of ruled lines, typically for calibration.
+ *          In book scanning, you could lay the ruled paper over a page.
+ *          Then for that page and several below it, you can use the
+ *          disparity correction of the line model to dewarp the pages.
+ *      (2) The dew has been initialized with the image of ruled lines.
+ *          These lines must be continuous, but we do a small amount
+ *          of pre-processing here to insure that.
+ *      (3) %opensize is typically about 8.  It must be larger than
+ *          the thickness of the lines to be extracted.  This is the
+ *          default value, which is applied if %opensize < 3.
+ *      (4) Sets vsuccess = 1 and hsuccess = 1 if the vertical and/or
+ *          horizontal disparity arrays build.
+ *      (5) Similar to dewarpBuildPageModel(), except here the vertical
+ *          and horizontal disparity arrays are both built from ruled lines.
+ *          See notes there.
+ *
+ */ +l_ok +dewarpBuildLineModel(L_DEWARP *dew, + l_int32 opensize, + const char *debugfile) +{ +char buf[64]; +l_int32 i, j, bx, by, ret, nlines; +BOXA *boxa; +PIX *pixs, *pixh, *pixv, *pix, *pix1, *pix2; +PIXA *pixa1, *pixa2; +PTA *pta; +PTAA *ptaa1, *ptaa2; + + PROCNAME("dewarpBuildLineModel"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + if (opensize < 3) { + L_WARNING("opensize should be >= 3; setting to 8\n", procName); + opensize = 8; /* default */ + } + + dew->debug = (debugfile) ? 1 : 0; + dew->vsuccess = dew->hsuccess = 0; + pixs = dew->pixs; + if (debugfile) { + lept_rmdir("lept/dewline"); /* erase previous images */ + lept_mkdir("lept/dewline"); + lept_rmdir("lept/dewmod"); /* erase previous images */ + lept_mkdir("lept/dewmod"); + lept_mkdir("lept/dewarp"); + pixDisplayWithTitle(pixs, 0, 0, "pixs", 1); + pixWriteDebug("/tmp/lept/dewline/001.png", pixs, IFF_PNG); + } + + /* Extract and solidify the horizontal and vertical lines. We use + * the horizontal lines to derive the vertical disparity, and v.v. + * Both disparities are computed using the vertical disparity + * algorithm; the horizontal disparity is found from the + * vertical lines by rotating them clockwise by 90 degrees. + * On the first pass, we compute the horizontal disparity, from + * the vertical lines, by rotating them by 90 degrees (so they + * are horizontal) and computing the vertical disparity on them; + * we rotate the resulting fpix array for the horizontal disparity + * back by -90 degrees. On the second pass, we compute the vertical + * disparity from the horizontal lines in the usual fashion. */ + snprintf(buf, sizeof(buf), "d1.3 + c%d.1 + o%d.1", opensize - 2, opensize); + pixh = pixMorphSequence(pixs, buf, 0); /* horiz */ + snprintf(buf, sizeof(buf), "d3.1 + c1.%d + o1.%d", opensize - 2, opensize); + pix1 = pixMorphSequence(pixs, buf, 0); /* vert */ + pixv = pixRotateOrth(pix1, 1); /* vert rotated to horizontal */ + pixa1 = pixaCreate(2); + pixaAddPix(pixa1, pixv, L_INSERT); /* get horizontal disparity first */ + pixaAddPix(pixa1, pixh, L_INSERT); + pixDestroy(&pix1); + + /*--------------------------------------------------------------*/ + /* Process twice: first for horiz disparity, then for vert */ + /*--------------------------------------------------------------*/ + for (i = 0; i < 2; i++) { + pix = pixaGetPix(pixa1, i, L_CLONE); + pixDisplay(pix, 0, 900); + boxa = pixConnComp(pix, &pixa2, 8); + nlines = boxaGetCount(boxa); + boxaDestroy(&boxa); + if (nlines < dew->minlines) { + L_WARNING("only found %d lines\n", procName, nlines); + pixDestroy(&pix); + pixaDestroy(&pixa1); + continue; + } + + /* Identify the pixels along the skeleton of each line */ + ptaa1 = ptaaCreate(nlines); + for (j = 0; j < nlines; j++) { + pixaGetBoxGeometry(pixa2, j, &bx, &by, NULL, NULL); + pix1 = pixaGetPix(pixa2, j, L_CLONE); + pta = dewarpGetMeanVerticals(pix1, bx, by); + ptaaAddPta(ptaa1, pta, L_INSERT); + pixDestroy(&pix1); + } + pixaDestroy(&pixa2); + if (debugfile) { + pix1 = pixConvertTo32(pix); + pix2 = pixDisplayPtaa(pix1, ptaa1); + snprintf(buf, sizeof(buf), "/tmp/lept/dewline/%03d.png", 2 + 2 * i); + pixWriteDebug(buf, pix2, IFF_PNG); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + + /* Remove all lines that are not at least 0.75 times the length + * of the longest line. */ + ptaa2 = dewarpRemoveShortLines(pix, ptaa1, 0.75, DEBUG_SHORT_LINES); + if (debugfile) { + pix1 = pixConvertTo32(pix); + pix2 = pixDisplayPtaa(pix1, ptaa2); + snprintf(buf, sizeof(buf), "/tmp/lept/dewline/%03d.png", 3 + 2 * i); + pixWriteDebug(buf, pix2, IFF_PNG); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + ptaaDestroy(&ptaa1); + nlines = ptaaGetCount(ptaa2); + if (nlines < dew->minlines) { + pixDestroy(&pix); + ptaaDestroy(&ptaa2); + L_WARNING("%d lines: too few to build model\n", procName, nlines); + continue; + } + + /* Get the sampled 'vertical' disparity from the textline + * centers. The disparity array will push pixels vertically + * so that each line is flat and centered at the y-position + * of the mid-point. */ + ret = dewarpFindVertDisparity(dew, ptaa2, 1 - i); + + /* If i == 0, move the result to the horizontal disparity, + * rotating it back by -90 degrees. */ + if (i == 0) { /* horizontal disparity, really */ + if (ret) { + L_WARNING("horizontal disparity not built\n", procName); + } else { + L_INFO("hsuccess = 1\n", procName); + dew->samphdispar = fpixRotateOrth(dew->sampvdispar, 3); + fpixDestroy(&dew->sampvdispar); + if (debugfile) + lept_mv("/tmp/lept/dewarp/vert_disparity.pdf", + "lept/dewarp", "horiz_disparity.pdf", NULL); + } + dew->hsuccess = dew->vsuccess; + dew->vsuccess = 0; + } else { /* i == 1 */ + if (ret) + L_WARNING("vertical disparity not built\n", procName); + else + L_INFO("vsuccess = 1\n", procName); + } + ptaaDestroy(&ptaa2); + pixDestroy(&pix); + } + pixaDestroy(&pixa1); + + /* Debug output */ + if (debugfile) { + if (dew->vsuccess == 1) { + dewarpPopulateFullRes(dew, NULL, 0, 0); + pix1 = fpixRenderContours(dew->fullvdispar, 3.0, 0.15); + pixWriteDebug("/tmp/lept/dewline/006.png", pix1, IFF_PNG); + pixDisplay(pix1, 1000, 0); + pixDestroy(&pix1); + } + if (dew->hsuccess == 1) { + pix1 = fpixRenderContours(dew->fullhdispar, 3.0, 0.15); + pixWriteDebug("/tmp/lept/dewline/007.png", pix1, IFF_PNG); + pixDisplay(pix1, 1000, 0); + pixDestroy(&pix1); + } + convertFilesToPdf("/tmp/lept/dewline", NULL, 135, 1.0, 0, 0, + "Dewarp Build Line Model", debugfile); + fprintf(stderr, "pdf file: %s\n", debugfile); + } + + return 0; +} + + +/*----------------------------------------------------------------------* + * Query model status * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaModelStatus() + * + * \param[in] dewa + * \param[in] pageno + * \param[out] pvsuccess [optional] 1 on success + * \param[out] phsuccess [optional] 1 on success + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This tests if a model has been built, not if it is valid.
+ *
+ */ +l_ok +dewarpaModelStatus(L_DEWARPA *dewa, + l_int32 pageno, + l_int32 *pvsuccess, + l_int32 *phsuccess) +{ +L_DEWARP *dew; + + PROCNAME("dewarpaModelStatus"); + + if (pvsuccess) *pvsuccess = 0; + if (phsuccess) *phsuccess = 0; + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + if ((dew = dewarpaGetDewarp(dewa, pageno)) == NULL) + return ERROR_INT("dew not retrieved", procName, 1); + if (pvsuccess) *pvsuccess = dew->vsuccess; + if (phsuccess) *phsuccess = dew->hsuccess; + return 0; +} + + +/*----------------------------------------------------------------------* + * Rendering helpers * + *----------------------------------------------------------------------*/ +/*! + * \brief pixRenderMidYs() + * + * \param[in] pixs 32 bpp + * \param[in] namidys y location of reference lines for vertical disparity + * \param[in] linew width of rendered line; typ 2 + * \return 0 if OK, 1 on error + */ +static l_int32 +pixRenderMidYs(PIX *pixs, + NUMA *namidys, + l_int32 linew) +{ +l_int32 i, n, w, yval, rval, gval, bval; +PIXCMAP *cmap; + + PROCNAME("pixRenderMidYs"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!namidys) + return ERROR_INT("namidys not defined", procName, 1); + + w = pixGetWidth(pixs); + n = numaGetCount(namidys); + cmap = pixcmapCreateRandom(8, 0, 0); + for (i = 0; i < n; i++) { + pixcmapGetColor(cmap, i % 256, &rval, &gval, &bval); + numaGetIValue(namidys, i, &yval); + pixRenderLineArb(pixs, 0, yval, w, yval, linew, rval, gval, bval); + } + pixcmapDestroy(&cmap); + return 0; +} + + +/*! + * \brief pixRenderHorizEndPoints() + * + * \param[in] pixs 32 bpp + * \param[in] ptal left side line end points + * \param[in] ptar right side line end points + * \param[in] color 0xrrggbb00 + * \return 0 if OK, 1 on error + */ +static l_int32 +pixRenderHorizEndPoints(PIX *pixs, + PTA *ptal, + PTA *ptar, + l_uint32 color) +{ +PIX *pixcirc; +PTA *ptalt, *ptart, *ptacirc; + + PROCNAME("pixRenderHorizEndPoints"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!ptal || !ptar) + return ERROR_INT("ptal and ptar not both defined", procName, 1); + + ptacirc = generatePtaFilledCircle(5); + pixcirc = pixGenerateFromPta(ptacirc, 11, 11); + ptalt = ptaTranspose(ptal); + ptart = ptaTranspose(ptar); + + pixDisplayPtaPattern(pixs, pixs, ptalt, pixcirc, 5, 5, color); + pixDisplayPtaPattern(pixs, pixs, ptart, pixcirc, 5, 5, color); + ptaDestroy(&ptacirc); + ptaDestroy(&ptalt); + ptaDestroy(&ptart); + pixDestroy(&pixcirc); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/dewarp3.c b/3rdparty/hgOCR/leptonica/dewarp3.c new file mode 100644 index 00000000..0159a564 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dewarp3.c @@ -0,0 +1,1012 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file dewarp3.c + * 
+ *
+ *    Applying and stripping the page disparity model
+ *
+ *      Apply disparity array to pix
+ *          l_int32            dewarpaApplyDisparity()
+ *          static l_int32     dewarpaApplyInit()
+ *          static PIX        *pixApplyVertDisparity()
+ *          static PIX        *pixApplyHorizDisparity()
+ *
+ *      Apply disparity array to boxa
+ *          l_int32            dewarpaApplyDisparityBoxa()
+ *          static BOXA       *boxaApplyDisparity()
+ *
+ *      Stripping out data and populating full res disparity
+ *          l_int32            dewarpMinimize()
+ *          l_int32            dewarpPopulateFullRes()
+ *
+ *      Static functions not presently in use
+ *          static FPIX       *fpixSampledDisparity()
+ *          static FPIX       *fpixExtraHorizDisparity()
+ *
+ *
+ */ + +#include +#include "allheaders.h" + +static l_int32 dewarpaApplyInit(L_DEWARPA *dewa, l_int32 pageno, PIX *pixs, + l_int32 x, l_int32 y, L_DEWARP **pdew, + const char *debugfile); +static PIX *pixApplyVertDisparity(L_DEWARP *dew, PIX *pixs, l_int32 grayin); +static PIX * pixApplyHorizDisparity(L_DEWARP *dew, PIX *pixs, l_int32 grayin); +static BOXA *boxaApplyDisparity(L_DEWARP *dew, BOXA *boxa, l_int32 direction, + l_int32 mapdir); + +/*----------------------------------------------------------------------* + * Apply warping disparity array to pixa * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaApplyDisparity() + * + * \param[in] dewa + * \param[in] pageno of page model to be used; may be a ref model + * \param[in] pixs image to be modified; can be 1, 8 or 32 bpp + * \param[in] grayin gray value, from 0 to 255, for pixels brought in; + * use -1 to use pixels on the boundary of pixs + * \param[in] x, y origin for generation of disparity arrays + * \param[out] ppixd disparity corrected image + * \param[in] debugfile use NULL to skip writing this + * \return 0 if OK, 1 on error no models or ref models available + * + * 
+ * Notes:
+ *      (1) This applies the disparity arrays to the specified image.
+ *      (2) Specify gray color for pixels brought in from the outside:
+ *          0 is black, 255 is white.  Use -1 to select pixels from the
+ *          boundary of the source image.
+ *      (3) If the models and ref models have not been validated, this
+ *          will do so by calling dewarpaInsertRefModels().
+ *      (4) This works with both stripped and full resolution page models.
+ *          If the full res disparity array(s) are missing, they are remade.
+ *      (5) The caller must handle errors that are returned because there
+ *          are no valid models or ref models for the page -- typically
+ *          by using the input pixs.
+ *      (6) If there is no model for %pageno, this will use the model for
+ *          'refpage' and put the result in the dew for %pageno.
+ *      (7) This populates the full resolution disparity arrays if
+ *          necessary.  If x and/or y are positive, they are used,
+ *          in conjunction with pixs, to determine the required
+ *          slope-based extension of the full resolution disparity
+ *          arrays in each direction.  When (x,y) == (0,0), all
+ *          extension is to the right and down.  Nonzero values of (x,y)
+ *          are useful for dewarping when pixs is deliberately undercropped.
+ *      (8) Important: when applying disparity to a number of images,
+ *          after calling this function and saving the resulting pixd,
+ *          you should call dewarpMinimize(dew) on the dew for %pageno.
+ *          This will remove pixs and pixd (or their clones) stored in dew,
+ *          as well as the full resolution disparity arrays.  Together,
+ *          these hold approximately 16 bytes for each pixel in pixs.
+ *
+ */ +l_ok +dewarpaApplyDisparity(L_DEWARPA *dewa, + l_int32 pageno, + PIX *pixs, + l_int32 grayin, + l_int32 x, + l_int32 y, + PIX **ppixd, + const char *debugfile) +{ +L_DEWARP *dew1, *dew; +PIX *pixv, *pixh; + + PROCNAME("dewarpaApplyDisparity"); + + /* Initialize the output with the input, so we'll have that + * in case we can't apply the page model. */ + if (!ppixd) + return ERROR_INT("&pixd not defined", procName, 1); + *ppixd = pixClone(pixs); + if (grayin > 255) { + L_WARNING("invalid grayin = %d; clipping at 255\n", procName, grayin); + grayin = 255; + } + + /* Find the appropriate dew to use and fully populate its array(s) */ + if (dewarpaApplyInit(dewa, pageno, pixs, x, y, &dew, debugfile)) + return ERROR_INT("no model available", procName, 1); + + /* Correct for vertical disparity and save the result */ + if ((pixv = pixApplyVertDisparity(dew, pixs, grayin)) == NULL) { + dewarpMinimize(dew); + return ERROR_INT("pixv not made", procName, 1); + } + pixDestroy(ppixd); + *ppixd = pixv; + if (debugfile) { + pixDisplayWithTitle(pixv, 300, 0, "pixv", 1); + lept_rmdir("lept/dewapply"); /* remove previous images */ + lept_mkdir("lept/dewapply"); + pixWriteDebug("/tmp/lept/dewapply/001.png", pixs, IFF_PNG); + pixWriteDebug("/tmp/lept/dewapply/002.png", pixv, IFF_PNG); + } + + /* Optionally, correct for horizontal disparity */ + if (dewa->useboth && dew->hsuccess && !dew->skip_horiz) { + if (dew->hvalid == FALSE) { + L_INFO("invalid horiz model for page %d\n", procName, pageno); + } else { + if ((pixh = pixApplyHorizDisparity(dew, pixv, grayin)) != NULL) { + pixDestroy(ppixd); + *ppixd = pixh; + if (debugfile) { + pixDisplayWithTitle(pixh, 600, 0, "pixh", 1); + pixWriteDebug("/tmp/lept/dewapply/003.png", pixh, IFF_PNG); + } + } else { + L_ERROR("horiz disparity failed on page %d\n", + procName, pageno); + } + } + } + + if (debugfile) { + dew1 = dewarpaGetDewarp(dewa, pageno); + dewarpDebug(dew1, "lept/dewapply", 0); + convertFilesToPdf("/tmp/lept/dewapply", NULL, 250, 1.0, 0, 0, + "Dewarp Apply Disparity", debugfile); + fprintf(stderr, "pdf file: %s\n", debugfile); + } + + /* Get rid of the large full res disparity arrays */ + dewarpMinimize(dew); + + return 0; +} + + +/*! + * \brief dewarpaApplyInit() + * + * \param[in] dewa + * \param[in] pageno of page model to be used; may be a ref model + * \param[in] pixs image to be modified; can be 1, 8 or 32 bpp + * \param[in] x, y origin for generation of disparity arrays + * \param[out] pdew dewarp to be used for this page + * \param[in] debugfile use NULL to skip writing this + * \return 0 if OK, 1 on error no models or ref models available + * + * 
+ * Notes:
+ *      (1) This prepares pixs for being dewarped.  It returns 1 if
+ *          no dewarping model exists.
+ *      (2) The returned %dew contains the model to be used for this page
+ *          image.  The %dew is owned by dewa; do not destroy.
+ *      (3) If both the 'useboth' and 'check_columns' fields are true,
+ *          this checks for multiple text columns and if found, sets
+ *          the 'skip_horiz' field in the %dew for this page.
+ *
+ */ +static l_int32 +dewarpaApplyInit(L_DEWARPA *dewa, + l_int32 pageno, + PIX *pixs, + l_int32 x, + l_int32 y, + L_DEWARP **pdew, + const char *debugfile) +{ +l_int32 ncols, debug; +L_DEWARP *dew1, *dew2; +PIX *pix1; + + PROCNAME("dewarpaApplyInit"); + + if (!pdew) + return ERROR_INT("&dew not defined", procName, 1); + *pdew = NULL; + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + if (pageno < 0 || pageno > dewa->maxpage) + return ERROR_INT("invalid pageno", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (x < 0) x = 0; + if (y < 0) y = 0; + debug = (debugfile) ? 1 : 0; + + /* Make sure all models are valid and all refmodels have + * been added to dewa */ + if (dewa->modelsready == FALSE) + dewarpaInsertRefModels(dewa, 0, debug); + + /* Check for the existence of a valid model; we don't expect + * all pages to have them. */ + if ((dew1 = dewarpaGetDewarp(dewa, pageno)) == NULL) { + L_INFO("no valid dew model for page %d\n", procName, pageno); + return 1; + } + + /* Get the page model that we will use and sanity-check that + * it is valid. The ultimate result will be put in dew1->pixd. */ + if (dew1->hasref) /* point to another page with a model */ + dew2 = dewarpaGetDewarp(dewa, dew1->refpage); + else + dew2 = dew1; + if (dew2->vvalid == FALSE) + return ERROR_INT("no model; shouldn't happen", procName, 1); + *pdew = dew2; + + /* If check_columns is TRUE and useboth is TRUE, check for + * multiple columns. If there is more than one column, we + * only apply vertical disparity. */ + if (dewa->useboth && dewa->check_columns) { + pix1 = pixConvertTo1(pixs, 140); + pixCountTextColumns(pix1, 0.3, 0.5, 0.1, &ncols, NULL); + pixDestroy(&pix1); + if (ncols > 1) { + L_INFO("found %d columns; not correcting horiz disparity\n", + procName, ncols); + dew2->skip_horiz = TRUE; + } else { + dew2->skip_horiz = FALSE; + } + } + + /* Generate the full res disparity arrays if they don't exist + * (e.g., if they've been minimized or read from file), or if + * they are too small for the current image. */ + dewarpPopulateFullRes(dew2, pixs, x, y); + return 0; +} + + +/*! + * \brief pixApplyVertDisparity() + * + * \param[in] dew + * \param[in] pixs 1, 8 or 32 bpp + * \param[in] grayin gray value, from 0 to 255, for pixels brought in; + * use -1 to use pixels on the boundary of pixs + * \return pixd modified to remove vertical disparity, or NULL on error + * + * 
+ * Notes:
+ *      (1) This applies the vertical disparity array to the specified
+ *          image.  For src pixels above the image, we use the pixels
+ *          in the first raster line.
+ *      (2) Specify gray color for pixels brought in from the outside:
+ *          0 is black, 255 is white.  Use -1 to select pixels from the
+ *          boundary of the source image.
+ *
+ */ +static PIX * +pixApplyVertDisparity(L_DEWARP *dew, + PIX *pixs, + l_int32 grayin) +{ +l_int32 i, j, w, h, d, fw, fh, wpld, wplf, isrc, val8; +l_uint32 *datad, *lined; +l_float32 *dataf, *linef; +void **lineptrs; +FPIX *fpix; +PIX *pixd; + + PROCNAME("pixApplyVertDisparity"); + + if (!dew) + return (PIX *)ERROR_PTR("dew not defined", procName, NULL); + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1 && d != 8 && d != 32) + return (PIX *)ERROR_PTR("pix not 1, 8 or 32 bpp", procName, NULL); + if ((fpix = dew->fullvdispar) == NULL) + return (PIX *)ERROR_PTR("fullvdispar not defined", procName, NULL); + fpixGetDimensions(fpix, &fw, &fh); + if (fw < w || fh < h) { + fprintf(stderr, "fw = %d, w = %d, fh = %d, h = %d\n", fw, w, fh, h); + return (PIX *)ERROR_PTR("invalid fpix size", procName, NULL); + } + + /* Two choices for requested pixels outside pixs: (1) use pixels' + * from the boundary of pixs; use white or light gray pixels. */ + pixd = pixCreateTemplate(pixs); + if (grayin >= 0) + pixSetAllGray(pixd, grayin); + datad = pixGetData(pixd); + dataf = fpixGetData(fpix); + wpld = pixGetWpl(pixd); + wplf = fpixGetWpl(fpix); + if (d == 1) { + lineptrs = pixGetLinePtrs(pixs, NULL); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + linef = dataf + i * wplf; + for (j = 0; j < w; j++) { + isrc = (l_int32)(i - linef[j] + 0.5); + if (grayin < 0) /* use value at boundary if outside */ + isrc = L_MIN(L_MAX(isrc, 0), h - 1); + if (isrc >= 0 && isrc < h) { /* remains gray if outside */ + if (GET_DATA_BIT(lineptrs[isrc], j)) + SET_DATA_BIT(lined, j); + } + } + } + } else if (d == 8) { + lineptrs = pixGetLinePtrs(pixs, NULL); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + linef = dataf + i * wplf; + for (j = 0; j < w; j++) { + isrc = (l_int32)(i - linef[j] + 0.5); + if (grayin < 0) + isrc = L_MIN(L_MAX(isrc, 0), h - 1); + if (isrc >= 0 && isrc < h) { + val8 = GET_DATA_BYTE(lineptrs[isrc], j); + SET_DATA_BYTE(lined, j, val8); + } + } + } + } else { /* d == 32 */ + lineptrs = pixGetLinePtrs(pixs, NULL); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + linef = dataf + i * wplf; + for (j = 0; j < w; j++) { + isrc = (l_int32)(i - linef[j] + 0.5); + if (grayin < 0) + isrc = L_MIN(L_MAX(isrc, 0), h - 1); + if (isrc >= 0 && isrc < h) + lined[j] = GET_DATA_FOUR_BYTES(lineptrs[isrc], j); + } + } + } + + LEPT_FREE(lineptrs); + return pixd; +} + + +/*! + * \brief pixApplyHorizDisparity() + * + * \param[in] dew + * \param[in] pixs 1, 8 or 32 bpp + * \param[in] grayin gray value, from 0 to 255, for pixels brought in; + * use -1 to use pixels on the boundary of pixs + * \return pixd modified to remove horizontal disparity if possible, + * or NULL on error. + * + * 
+ * Notes:
+ *      (1) This applies the horizontal disparity array to the specified
+ *          image.
+ *      (2) Specify gray color for pixels brought in from the outside:
+ *          0 is black, 255 is white.  Use -1 to select pixels from the
+ *          boundary of the source image.
+ *      (3) The input pixs has already been corrected for vertical disparity.
+ *          If the horizontal disparity array doesn't exist, this returns
+ *          a clone of %pixs.
+ *
+ */ +static PIX * +pixApplyHorizDisparity(L_DEWARP *dew, + PIX *pixs, + l_int32 grayin) +{ +l_int32 i, j, w, h, d, fw, fh, wpls, wpld, wplf, jsrc, val8; +l_uint32 *datas, *lines, *datad, *lined; +l_float32 *dataf, *linef; +FPIX *fpix; +PIX *pixd; + + PROCNAME("pixApplyHorizDisparity"); + + if (!dew) + return (PIX *)ERROR_PTR("dew not defined", procName, pixs); + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1 && d != 8 && d != 32) + return (PIX *)ERROR_PTR("pix not 1, 8 or 32 bpp", procName, NULL); + if ((fpix = dew->fullhdispar) == NULL) + return (PIX *)ERROR_PTR("fullhdispar not defined", procName, NULL); + fpixGetDimensions(fpix, &fw, &fh); + if (fw < w || fh < h) { + fprintf(stderr, "fw = %d, w = %d, fh = %d, h = %d\n", fw, w, fh, h); + return (PIX *)ERROR_PTR("invalid fpix size", procName, NULL); + } + + /* Two choices for requested pixels outside pixs: (1) use pixels' + * from the boundary of pixs; use white or light gray pixels. */ + pixd = pixCreateTemplate(pixs); + if (grayin >= 0) + pixSetAllGray(pixd, grayin); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + dataf = fpixGetData(fpix); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + wplf = fpixGetWpl(fpix); + if (d == 1) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + linef = dataf + i * wplf; + for (j = 0; j < w; j++) { + jsrc = (l_int32)(j - linef[j] + 0.5); + if (grayin < 0) /* use value at boundary if outside */ + jsrc = L_MIN(L_MAX(jsrc, 0), w - 1); + if (jsrc >= 0 && jsrc < w) { /* remains gray if outside */ + if (GET_DATA_BIT(lines, jsrc)) + SET_DATA_BIT(lined, j); + } + } + } + } else if (d == 8) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + linef = dataf + i * wplf; + for (j = 0; j < w; j++) { + jsrc = (l_int32)(j - linef[j] + 0.5); + if (grayin < 0) + jsrc = L_MIN(L_MAX(jsrc, 0), w - 1); + if (jsrc >= 0 && jsrc < w) { + val8 = GET_DATA_BYTE(lines, jsrc); + SET_DATA_BYTE(lined, j, val8); + } + } + } + } else { /* d == 32 */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + linef = dataf + i * wplf; + for (j = 0; j < w; j++) { + jsrc = (l_int32)(j - linef[j] + 0.5); + if (grayin < 0) + jsrc = L_MIN(L_MAX(jsrc, 0), w - 1); + if (jsrc >= 0 && jsrc < w) + lined[j] = lines[jsrc]; + } + } + } + + return pixd; +} + + +/*----------------------------------------------------------------------* + * Apply warping disparity array to boxa * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaApplyDisparityBoxa() + * + * \param[in] dewa + * \param[in] pageno of page model to be used; may be a ref model + * \param[in] pixs initial pix reference; for alignment and debugging + * \param[in] boxas boxa to be mapped + * \param[in] mapdir 1 if mapping forward from original to dewarped; + * 0 if backward + * \param[in] x, y origin for generation of disparity arrays with + * respect to the source region + * \param[out] pboxad disparity corrected boxa + * \param[in] debugfile use NULL to skip writing this + * \return 0 if OK, 1 on error no models or ref models available + * + * 
+ * Notes:
+ *      (1) This applies the disparity arrays in one of two mapping directions
+ *          to the specified boxa.  It can be used in the backward direction
+ *          to locate a box in the original coordinates that would have
+ *          been dewarped to to the specified image.
+ *      (2) If there is no model for %pageno, this will use the model for
+ *          'refpage' and put the result in the dew for %pageno.
+ *      (3) This works with both stripped and full resolution page models.
+ *          If the full res disparity array(s) are missing, they are remade.
+ *      (4) If an error occurs, a copy of the input boxa is returned.
+ *
+ */ +l_ok +dewarpaApplyDisparityBoxa(L_DEWARPA *dewa, + l_int32 pageno, + PIX *pixs, + BOXA *boxas, + l_int32 mapdir, + l_int32 x, + l_int32 y, + BOXA **pboxad, + const char *debugfile) +{ +l_int32 debug_out; +L_DEWARP *dew1, *dew; +BOXA *boxav, *boxah; +PIX *pixv, *pixh; + + PROCNAME("dewarpaApplyDisparityBoxa"); + + /* Initialize the output with the input, so we'll have that + * in case we can't apply the page model. */ + if (!pboxad) + return ERROR_INT("&boxad not defined", procName, 1); + *pboxad = boxaCopy(boxas, L_CLONE); + + /* Find the appropriate dew to use and fully populate its array(s) */ + if (dewarpaApplyInit(dewa, pageno, pixs, x, y, &dew, debugfile)) + return ERROR_INT("no model available", procName, 1); + + /* Correct for vertical disparity and save the result */ + if ((boxav = boxaApplyDisparity(dew, boxas, L_VERT, mapdir)) == NULL) { + dewarpMinimize(dew); + return ERROR_INT("boxa1 not made", procName, 1); + } + boxaDestroy(pboxad); + *pboxad = boxav; + pixv = NULL; + pixh = NULL; + if (debugfile && mapdir != 1) + L_INFO("Reverse map direction; no debug output\n", procName); + debug_out = debugfile && (mapdir == 1); + if (debug_out) { + PIX *pix1; + lept_rmdir("lept/dewboxa"); /* remove previous images */ + lept_mkdir("lept/dewboxa"); + pix1 = pixConvertTo32(pixs); + pixRenderBoxaArb(pix1, boxas, 2, 255, 0, 0); + pixWriteDebug("/tmp/lept/dewboxa/01.png", pix1, IFF_PNG); + pixDestroy(&pix1); + pixv = pixApplyVertDisparity(dew, pixs, 255); + pix1 = pixConvertTo32(pixv); + pixRenderBoxaArb(pix1, boxav, 2, 0, 255, 0); + pixWriteDebug("/tmp/lept/dewboxa/02.png", pix1, IFF_PNG); + pixDestroy(&pix1); + } + + /* Optionally, correct for horizontal disparity */ + if (dewa->useboth && dew->hsuccess && !dew->skip_horiz) { + if (dew->hvalid == FALSE) { + L_INFO("invalid horiz model for page %d\n", procName, pageno); + } else { + boxah = boxaApplyDisparity(dew, boxav, L_HORIZ, mapdir); + if (!boxah) { + L_ERROR("horiz disparity fails on page %d\n", procName, pageno); + } else { + boxaDestroy(pboxad); + *pboxad = boxah; + if (debug_out) { + PIX *pix1; + pixh = pixApplyHorizDisparity(dew, pixv, 255); + pix1 = pixConvertTo32(pixh); + pixRenderBoxaArb(pix1, boxah, 2, 0, 0, 255); + pixWriteDebug("/tmp/lept/dewboxa/03.png", pix1, IFF_PNG); + pixDestroy(&pixh); + pixDestroy(&pix1); + } + } + } + } + + if (debug_out) { + pixDestroy(&pixv); + dew1 = dewarpaGetDewarp(dewa, pageno); + dewarpDebug(dew1, "lept/dewapply", 0); + convertFilesToPdf("/tmp/lept/dewboxa", NULL, 135, 1.0, 0, 0, + "Dewarp Apply Disparity Boxa", debugfile); + fprintf(stderr, "Dewarp Apply Disparity Boxa pdf file: %s\n", + debugfile); + } + + /* Get rid of the large full res disparity arrays */ + dewarpMinimize(dew); + + return 0; +} + + +/*! + * \brief boxaApplyDisparity() + * + * \param[in] dew + * \param[in] boxa + * \param[in] direction L_HORIZ or L_VERT + * \param[in] mapdir 1 if mapping forward from original to dewarped; + * 0 if backward + * \return boxad modified by the disparity, or NULL on error + */ +static BOXA * +boxaApplyDisparity(L_DEWARP *dew, + BOXA *boxa, + l_int32 direction, + l_int32 mapdir) +{ +l_int32 x, y, w, h, ib, ip, nbox, wpl; +l_float32 xn, yn; +l_float32 *data, *line; +BOX *boxs, *boxd; +BOXA *boxad; +FPIX *fpix; +PTA *ptas, *ptad; + + PROCNAME("boxaApplyDisparity"); + + if (!dew) + return (BOXA *)ERROR_PTR("dew not defined", procName, NULL); + if (!boxa) + return (BOXA *)ERROR_PTR("boxa not defined", procName, NULL); + if (direction == L_VERT) + fpix = dew->fullvdispar; + else if (direction == L_HORIZ) + fpix = dew->fullhdispar; + else + return (BOXA *)ERROR_PTR("invalid direction", procName, NULL); + if (!fpix) + return (BOXA *)ERROR_PTR("full disparity not defined", procName, NULL); + fpixGetDimensions(fpix, &w, &h); + + /* Clip the output to the positive quadrant because all box + * coordinates must be non-negative. */ + data = fpixGetData(fpix); + wpl = fpixGetWpl(fpix); + nbox = boxaGetCount(boxa); + boxad = boxaCreate(nbox); + for (ib = 0; ib < nbox; ib++) { + boxs = boxaGetBox(boxa, ib, L_COPY); + ptas = boxConvertToPta(boxs, 4); + ptad = ptaCreate(4); + for (ip = 0; ip < 4; ip++) { + ptaGetIPt(ptas, ip, &x, &y); + line = data + y * wpl; + if (direction == L_VERT) { + if (mapdir == 0) + yn = y - line[x]; + else + yn = y + line[x]; + yn = L_MAX(0, yn); + ptaAddPt(ptad, x, yn); + } else { /* direction == L_HORIZ */ + if (mapdir == 0) + xn = x - line[x]; + else + xn = x + line[x]; + xn = L_MAX(0, xn); + ptaAddPt(ptad, xn, y); + } + } + boxd = ptaConvertToBox(ptad); + boxaAddBox(boxad, boxd, L_INSERT); + boxDestroy(&boxs); + ptaDestroy(&ptas); + ptaDestroy(&ptad); + } + + return boxad; +} + + +/*----------------------------------------------------------------------* + * Stripping out data and populating full res disparity * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpMinimize() + * + * \param[in] dew + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This removes all data that is not needed for serialization.
+ *          It keeps the subsampled disparity array(s), so the full
+ *          resolution arrays can be reconstructed.
+ *
+ */ +l_ok +dewarpMinimize(L_DEWARP *dew) +{ +L_DEWARP *dewt; + + PROCNAME("dewarpMinimize"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + + /* If dew is a ref, minimize the actual dewarp */ + if (dew->hasref) + dewt = dewarpaGetDewarp(dew->dewa, dew->refpage); + else + dewt = dew; + if (!dewt) + return ERROR_INT("dewt not found", procName, 1); + + pixDestroy(&dewt->pixs); + fpixDestroy(&dewt->fullvdispar); + fpixDestroy(&dewt->fullhdispar); + numaDestroy(&dewt->namidys); + numaDestroy(&dewt->nacurves); + return 0; +} + + +/*! + * \brief dewarpPopulateFullRes() + * + * \param[in] dew + * \param[in] pix [optional], to give size of actual image + * \param[in] x, y origin for generation of disparity arrays + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If the full resolution vertical and horizontal disparity
+ *          arrays do not exist, they are built from the subsampled ones.
+ *      (2) If pixs is not given, the size of the arrays is determined
+ *          by the original image from which the sampled version was
+ *          generated.  Any values of (x,y) are ignored.
+ *      (3) If pixs is given, the full resolution disparity arrays must
+ *          be large enough to accommodate it.
+ *          (a) If the arrays do not exist, the value of (x,y) determines
+ *              the origin of the full resolution arrays without extension,
+ *              relative to pixs.  Thus, (x,y) gives the amount of
+ *              slope extension in (left, top).  The (right, bottom)
+ *              extension is then determined by the size of pixs and
+ *              (x,y); the values should never be < 0.
+ *          (b) If the arrays exist and pixs is too large, the existing
+ *              full res arrays are destroyed and new ones are made,
+ *              again using (x,y) to determine the extension in the
+ *              four directions.
+ *
+ */ +l_ok +dewarpPopulateFullRes(L_DEWARP *dew, + PIX *pix, + l_int32 x, + l_int32 y) +{ +l_int32 width, height, fw, fh, deltaw, deltah, redfactor; +FPIX *fpixt1, *fpixt2; + + PROCNAME("dewarpPopulateFullRes"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + if (!dew->sampvdispar) + return ERROR_INT("no sampled vert disparity", procName, 1); + if (x < 0) x = 0; + if (y < 0) y = 0; + + /* Establish the target size for the full res arrays */ + if (pix) + pixGetDimensions(pix, &width, &height, NULL); + else { + width = dew->w; + height = dew->h; + } + + /* Destroy the existing arrays if they are too small */ + if (dew->fullvdispar) { + fpixGetDimensions(dew->fullvdispar, &fw, &fh); + if (width > fw || height > fw) + fpixDestroy(&dew->fullvdispar); + } + if (dew->fullhdispar) { + fpixGetDimensions(dew->fullhdispar, &fw, &fh); + if (width > fw || height > fw) + fpixDestroy(&dew->fullhdispar); + } + + /* Find the required width and height expansion deltas */ + deltaw = width - dew->sampling * (dew->nx - 1) + 2; + deltah = height - dew->sampling * (dew->ny - 1) + 2; + redfactor = dew->redfactor; + deltaw = redfactor * L_MAX(0, deltaw); + deltah = redfactor * L_MAX(0, deltah); + + /* Generate the full res vertical array if it doesn't exist, + * extending it as required to make it big enough. Use x,y + * to determine the amounts on each side. */ + if (!dew->fullvdispar) { + fpixt1 = fpixCopy(NULL, dew->sampvdispar); + if (redfactor == 2) + fpixAddMultConstant(fpixt1, 0.0, (l_float32)redfactor); + fpixt2 = fpixScaleByInteger(fpixt1, dew->sampling * redfactor); + fpixDestroy(&fpixt1); + if (deltah == 0 && deltaw == 0) { + dew->fullvdispar = fpixt2; + } + else { + dew->fullvdispar = fpixAddSlopeBorder(fpixt2, x, deltaw - x, + y, deltah - y); + fpixDestroy(&fpixt2); + } + } + + /* Similarly, generate the full res horizontal array if it + * doesn't exist. Do this even if useboth == 1, but + * not if required to skip running horizontal disparity. */ + if (!dew->fullhdispar && dew->samphdispar && !dew->skip_horiz) { + fpixt1 = fpixCopy(NULL, dew->samphdispar); + if (redfactor == 2) + fpixAddMultConstant(fpixt1, 0.0, (l_float32)redfactor); + fpixt2 = fpixScaleByInteger(fpixt1, dew->sampling * redfactor); + fpixDestroy(&fpixt1); + if (deltah == 0 && deltaw == 0) { + dew->fullhdispar = fpixt2; + } + else { + dew->fullhdispar = fpixAddSlopeBorder(fpixt2, x, deltaw - x, + y, deltah - y); + fpixDestroy(&fpixt2); + } + } + + return 0; +} + + +#if 0 +/*----------------------------------------------------------------------* + * Static functions not presently in use * + *----------------------------------------------------------------------*/ +/*! + * \brief fpixSampledDisparity() + * + * \param[in] fpixs full resolution disparity model + * \param[in] sampling sampling factor + * \return fpixd sampled disparity model, or NULL on error + * + * 
+ * Notes:
+ *      (1) This converts full to sampled disparity.
+ *      (2) The input array is sampled at the right and top edges, and
+ *          at every %sampling pixels horizontally and vertically.
+ *      (3) The sampled array may not extend to the right and bottom
+ *          pixels in fpixs.  This will occur if fpixs was generated
+ *          with slope extension because the image on that page was
+ *          larger than normal.  This is fine, because in use the
+ *          sampled array will be interpolated back to full resolution
+ *          and then extended as required.  So the operations of
+ *          sampling and interpolation will be idempotent.
+ *      (4) There must be at least 3 sampled points horizontally and
+ *          vertically.
+ *
+ */ +static FPIX * +fpixSampledDisparity(FPIX *fpixs, + l_int32 sampling) +{ +l_int32 w, h, wd, hd, i, j, is, js; +l_float32 val; +FPIX *fpixd; + + PROCNAME("fpixSampledDisparity"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (sampling < 1) + return (FPIX *)ERROR_PTR("sampling < 1", procName, NULL); + + fpixGetDimensions(fpixs, &w, &h); + wd = 1 + (w + sampling - 2) / sampling; + hd = 1 + (h + sampling - 2) / sampling; + if (wd < 3 || hd < 3) + return (FPIX *)ERROR_PTR("wd < 3 or hd < 3", procName, NULL); + fpixd = fpixCreate(wd, hd); + for (i = 0; i < hd; i++) { + is = sampling * i; + if (is >= h) continue; + for (j = 0; j < wd; j++) { + js = sampling * j; + if (js >= w) continue; + fpixGetPixel(fpixs, js, is, &val); + fpixSetPixel(fpixd, j, i, val); + } + } + + return fpixd; +} + +static const l_float32 DefaultSlopeFactor = 0.1; /* just a guess; fix it */ + +/*! + * \brief fpixExtraHorizDisparity() + * + * \param[in] fpixv vertical disparity model + * \param[in] factor conversion factor for vertical disparity slope; + * use 0 for default + * \param[out] pxwid extra width to be added to dewarped pix + * \return fpixh, or NULL on error + * + * 
+ * Notes:
+ *      (1) This takes the difference in vertical disparity at top
+ *          and bottom of the image, and converts it to an assumed
+ *          horizontal disparity.  In use, we add this to the
+ *          horizontal disparity determined by the left and right
+ *          ends of textlines.
+ *      (2) Usage:
+ *            l_int32 xwid = [extra width to be added to fpix and image]
+ *            FPix *fpix = fpixExtraHorizDisparity(dew->fullvdispar, 0, &xwid);
+ *            fpixLinearCombination(dew->fullhdispar, dew->fullhdispar,
+ *                                  fpix, 1.0, 1.0);
+ *
+ */ +static FPIX * +fpixExtraHorizDisparity(FPIX *fpixv, + l_float32 factor, + l_int32 *pxwid) +{ +l_int32 w, h, i, j, fw, wpl, maxloc; +l_float32 val1, val2, vdisp, vdisp0, maxval; +l_float32 *data, *line, *fadiff; +NUMA *nadiff; +FPIX *fpixh; + + PROCNAME("fpixExtraHorizDisparity"); + + if (!fpixv) + return (FPIX *)ERROR_PTR("fpixv not defined", procName, NULL); + if (!pxwid) + return (FPIX *)ERROR_PTR("&xwid not defined", procName, NULL); + if (factor == 0.0) + factor = DefaultSlopeFactor; + + /* Estimate horizontal disparity from the vertical disparity + * difference between the top and bottom, normalized to the + * image height. Add the maximum value to the width of the + * output image, so that all src pixels can be mapped + * into the dest. */ + fpixGetDimensions(fpixv, &w, &h); + nadiff = numaCreate(w); + for (j = 0; j < w; j++) { + fpixGetPixel(fpixv, j, 0, &val1); + fpixGetPixel(fpixv, j, h - 1, &val2); + vdisp = factor * (val2 - val1) / (l_float32)h; + if (j == 0) vdisp0 = vdisp; + vdisp = vdisp0 - vdisp; + numaAddNumber(nadiff, vdisp); + } + numaGetMax(nadiff, &maxval, &maxloc); + *pxwid = (l_int32)(maxval + 0.5); + + fw = w + *pxwid; + fpixh = fpixCreate(fw, h); + data = fpixGetData(fpixh); + wpl = fpixGetWpl(fpixh); + fadiff = numaGetFArray(nadiff, L_NOCOPY); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < fw; j++) { + if (j < maxloc) /* this may not work for even pages */ + line[j] = fadiff[j]; + else /* keep it at the max value the rest of the way across */ + line[j] = maxval; + } + } + + numaDestroy(&nadiff); + return fpixh; +} +#endif diff --git a/3rdparty/hgOCR/leptonica/dewarp4.c b/3rdparty/hgOCR/leptonica/dewarp4.c new file mode 100644 index 00000000..1bdc8591 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dewarp4.c @@ -0,0 +1,1172 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file dewarp4.c + * 
+ *
+ *    Single page dewarper
+ *
+ *    Reference model (book-level, dewarpa) operations and debugging output
+ *
+ *      Top-level single page dewarper
+ *          l_int32            dewarpSinglePage()
+ *          l_int32            dewarpSinglePageInit()
+ *          l_int32            dewarpSinglePageRun()
+ *
+ *      Operations on dewarpa
+ *          l_int32            dewarpaListPages()
+ *          l_int32            dewarpaSetValidModels()
+ *          l_int32            dewarpaInsertRefModels()
+ *          l_int32            dewarpaStripRefModels()
+ *          l_int32            dewarpaRestoreModels()
+ *
+ *      Dewarp debugging output
+ *          l_int32            dewarpaInfo()
+ *          l_int32            dewarpaModelStats()
+ *          static l_int32     dewarpaTestForValidModel()
+ *          l_int32            dewarpaShowArrays()
+ *          l_int32            dewarpDebug()
+ *          l_int32            dewarpShowResults()
+ *
+ */ + +#include +#include "allheaders.h" + +static l_int32 dewarpaTestForValidModel(L_DEWARPA *dewa, L_DEWARP *dew, + l_int32 notests); + +#ifndef NO_CONSOLE_IO +#define DEBUG_INVALID_MODELS 0 /* set this to 1 for debugging */ +#endif /* !NO_CONSOLE_IO */ + + /* Special parameter value */ +static const l_int32 GrayInValue = 200; + + +/*----------------------------------------------------------------------* + * Top-level single page dewarper * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpSinglePage() + * + * \param[in] pixs with text, any depth + * \param[in] thresh for global thresh to 1 bpp; ignore otherwise + * \param[in] adaptive 1 for adaptive thresh; 0 for global threshold + * \param[in] useboth 1 for both horiz and vert; 0 for vertical only + * \param[in] check_columns 1 to skip horizontal if multiple columns; + * 0 otherwise; default is to skip + * \param[out] ppixd dewarped result + * \param[out] pdewa [optional] dewa with single page; NULL to skip + * \param[in] debug 1 for debugging output, 0 otherwise + * \return 0 if OK, 1 on error list of page numbers, or NULL on error + * + * 
+ * Notes:
+ *      (1) Dewarps pixs and returns the result in &pixd.
+ *      (2) This uses default values for all model parameters.
+ *      (3) If pixs is 1 bpp, the parameters %adaptive and %thresh are ignored.
+ *      (4) If it can't build a model, returns a copy of pixs in &pixd.
+ *
+ */ +l_ok +dewarpSinglePage(PIX *pixs, + l_int32 thresh, + l_int32 adaptive, + l_int32 useboth, + l_int32 check_columns, + PIX **ppixd, + L_DEWARPA **pdewa, + l_int32 debug) +{ +L_DEWARPA *dewa; +PIX *pixb; + + PROCNAME("dewarpSinglePage"); + + if (!ppixd) + return ERROR_INT("&pixd not defined", procName, 1); + *ppixd = NULL; + if (pdewa) *pdewa = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + dewarpSinglePageInit(pixs, thresh, adaptive, useboth, + check_columns, &pixb, &dewa); + if (!pixb) { + dewarpaDestroy(&dewa); + return ERROR_INT("pixb not made", procName, 1); + } + + dewarpSinglePageRun(pixs, pixb, dewa, ppixd, debug); + + if (pdewa) + *pdewa = dewa; + else + dewarpaDestroy(&dewa); + pixDestroy(&pixb); + return 0; +} + + +/*! + * \brief dewarpSinglePageInit() + * + * \param[in] pixs with text, any depth + * \param[in] thresh for global thresh to 1 bpp; ignore otherwise + * \param[in] adaptive 1 for adaptive thresh; 0 for global threshold + * \param[in] useboth 1 for both horiz and vert; 0 for vertical only + * \param[in] check_columns 1 to skip horizontal if multiple columns; + * 0 otherwise; default is to skip + * \param[out] ppixb 1 bpp debug image + * \param[out] pdewa initialized dewa + * \return 0 if OK, 1 on error list of page numbers, or NULL on error + * + * 
+ * Notes:
+ *      (1) This binarizes the input pixs if necessary, returning the
+ *          binarized image.  It also initializes the dewa to default values
+ *          for the model parameters.
+ *      (2) If pixs is 1 bpp, the parameters %adaptive and %thresh are ignored.
+ *      (3) To change the model parameters, call dewarpaSetCurvatures()
+ *          before running dewarpSinglePageRun().  For example:
+ *             dewarpSinglePageInit(pixs, 0, 1, 1, 1, &pixb, &dewa);
+ *             dewarpaSetCurvatures(dewa, 250, -1, -1, 80, 70, 150);
+ *             dewarpSinglePageRun(pixs, pixb, dewa, &pixd, 0);
+ *             dewarpaDestroy(&dewa);
+ *             pixDestroy(&pixb);
+ *
+ */ +l_ok +dewarpSinglePageInit(PIX *pixs, + l_int32 thresh, + l_int32 adaptive, + l_int32 useboth, + l_int32 check_columns, + PIX **ppixb, + L_DEWARPA **pdewa) +{ +PIX *pix1; + + PROCNAME("dewarpSinglePageInit"); + + if (ppixb) *ppixb = NULL; + if (pdewa) *pdewa = NULL; + if (!ppixb || !pdewa) + return ERROR_INT("&pixb and &dewa not both defined", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + *pdewa = dewarpaCreate(1, 0, 1, 0, -1); + dewarpaUseBothArrays(*pdewa, useboth); + dewarpaSetCheckColumns(*pdewa, check_columns); + + /* Generate a binary image, if necessary */ + if (pixGetDepth(pixs) > 1) { + pix1 = pixConvertTo8(pixs, 0); + if (adaptive) + *ppixb = pixAdaptThresholdToBinary(pix1, NULL, 1.0); + else + *ppixb = pixThresholdToBinary(pix1, thresh); + pixDestroy(&pix1); + } else { + *ppixb = pixClone(pixs); + } + return 0; +} + + +/*! + * \brief dewarpSinglePageRun() + * + * \param[in] pixs any depth + * \param[in] pixb 1 bpp + * \param[in] dewa initialized + * \param[out] ppixd dewarped result + * \param[in] debug 1 for debugging output, 0 otherwise + * \return 0 if OK, 1 on error list of page numbers, or NULL on error + * + * 
+ * Notes:
+ *      (1) Dewarps pixs and returns the result in &pixd.
+ *      (2) The 1 bpp version %pixb and %dewa are conveniently generated by
+ *          dewarpSinglePageInit().
+ *      (3) Non-default model parameters must be set before calling this.
+ *      (4) If a model cannot be built, this returns a copy of pixs in &pixd.
+ *
+ */ +l_ok +dewarpSinglePageRun(PIX *pixs, + PIX *pixb, + L_DEWARPA *dewa, + PIX **ppixd, + l_int32 debug) +{ +const char *debugfile; +l_int32 vsuccess, ret; +L_DEWARP *dew; + + PROCNAME("dewarpSinglePageRun"); + + if (!ppixd) + return ERROR_INT("&pixd not defined", procName, 1); + *ppixd = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!pixb) + return ERROR_INT("pixb not defined", procName, 1); + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + if (debug) + lept_mkdir("lept/dewarp"); + + /* Generate the page model */ + dew = dewarpCreate(pixb, 0); + dewarpaInsertDewarp(dewa, dew); + debugfile = (debug) ? "/tmp/lept/dewarp/singlepage_model.pdf" : NULL; + dewarpBuildPageModel(dew, debugfile); + dewarpaModelStatus(dewa, 0, &vsuccess, NULL); + if (vsuccess == 0) { + L_ERROR("failure to build model for vertical disparity\n", procName); + *ppixd = pixCopy(NULL, pixs); + return 0; + } + + /* Apply the page model */ + debugfile = (debug) ? "/tmp/lept/dewarp/singlepage_apply.pdf" : NULL; + ret = dewarpaApplyDisparity(dewa, 0, pixs, 255, 0, 0, ppixd, debugfile); + if (ret) + L_ERROR("invalid model; failure to apply disparity\n", procName); + return 0; +} + + +/*----------------------------------------------------------------------* + * Operations on dewarpa * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaListPages() + * + * \param[in] dewa populated with dewarp structs for pages + * \return 0 if OK, 1 on error list of page numbers, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates two numas, stored in the dewarpa, that give:
+ *          (a) the page number for each dew that has a page model.
+ *          (b) the page number for each dew that has either a page
+ *              model or a reference model.
+ *          It can be called at any time.
+ *      (2) It is called by the dewarpa serializer before writing.
+ *
+ */ +l_ok +dewarpaListPages(L_DEWARPA *dewa) +{ +l_int32 i; +L_DEWARP *dew; +NUMA *namodels, *napages; + + PROCNAME("dewarpaListPages"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + numaDestroy(&dewa->namodels); + numaDestroy(&dewa->napages); + namodels = numaCreate(dewa->maxpage + 1); + napages = numaCreate(dewa->maxpage + 1); + dewa->namodels = namodels; + dewa->napages = napages; + for (i = 0; i <= dewa->maxpage; i++) { + if ((dew = dewarpaGetDewarp(dewa, i)) != NULL) { + if (dew->hasref == 0) + numaAddNumber(namodels, dew->pageno); + numaAddNumber(napages, dew->pageno); + } + } + return 0; +} + + +/*! + * \brief dewarpaSetValidModels() + * + * \param[in] dewa + * \param[in] notests + * \param[in] debug 1 to output information on invalid page models + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) A valid model must meet the rendering requirements, which
+ *          include whether or not a vertical disparity model exists
+ *          and conditions on curvatures for vertical and horizontal
+ *          disparity models.
+ *      (2) If %notests == 1, this ignores the curvature constraints
+ *          and assumes that all successfully built models are valid.
+ *      (3) This function does not need to be called by the application.
+ *          It is called by dewarpaInsertRefModels(), which
+ *          will destroy all invalid dewarps.  Consequently, to inspect
+ *          an invalid dewarp model, it must be done before calling
+ *          dewarpaInsertRefModels().
+ *
+ */ +l_ok +dewarpaSetValidModels(L_DEWARPA *dewa, + l_int32 notests, + l_int32 debug) +{ +l_int32 i, n, maxcurv, diffcurv, diffedge; +L_DEWARP *dew; + + PROCNAME("dewarpaSetValidModels"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + n = dewa->maxpage + 1; + for (i = 0; i < n; i++) { + if ((dew = dewarpaGetDewarp(dewa, i)) == NULL) + continue; + + if (debug) { + if (dew->hasref == 1) { + L_INFO("page %d: has only a ref model\n", procName, i); + } else if (dew->vsuccess == 0) { + L_INFO("page %d: no model successfully built\n", + procName, i); + } else if (!notests) { + maxcurv = L_MAX(L_ABS(dew->mincurv), L_ABS(dew->maxcurv)); + diffcurv = dew->maxcurv - dew->mincurv; + if (dewa->useboth && !dew->hsuccess) + L_INFO("page %d: useboth, but no horiz disparity\n", + procName, i); + if (maxcurv > dewa->max_linecurv) + L_INFO("page %d: max curvature %d > max_linecurv\n", + procName, i, diffcurv); + if (diffcurv < dewa->min_diff_linecurv) + L_INFO("page %d: diff curv %d < min_diff_linecurv\n", + procName, i, diffcurv); + if (diffcurv > dewa->max_diff_linecurv) + L_INFO("page %d: abs diff curv %d > max_diff_linecurv\n", + procName, i, diffcurv); + if (dew->hsuccess) { + if (L_ABS(dew->leftslope) > dewa->max_edgeslope) + L_INFO("page %d: abs left slope %d > max_edgeslope\n", + procName, i, dew->leftslope); + if (L_ABS(dew->rightslope) > dewa->max_edgeslope) + L_INFO("page %d: abs right slope %d > max_edgeslope\n", + procName, i, dew->rightslope); + diffedge = L_ABS(dew->leftcurv - dew->rightcurv); + if (L_ABS(dew->leftcurv) > dewa->max_edgecurv) + L_INFO("page %d: left curvature %d > max_edgecurv\n", + procName, i, dew->leftcurv); + if (L_ABS(dew->rightcurv) > dewa->max_edgecurv) + L_INFO("page %d: right curvature %d > max_edgecurv\n", + procName, i, dew->rightcurv); + if (diffedge > dewa->max_diff_edgecurv) + L_INFO("page %d: abs diff left-right curv %d > " + "max_diff_edgecurv\n", procName, i, diffedge); + } + } + } + + dewarpaTestForValidModel(dewa, dew, notests); + } + + return 0; +} + + +/*! + * \brief dewarpaInsertRefModels() + * + * \param[in] dewa + * \param[in] notests if 1, ignore curvature constraints on model + * \param[in] debug 1 to output information on invalid page models + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This destroys all dewarp models that are invalid, and then
+ *          inserts reference models where possible.
+ *      (2) If %notests == 1, this ignores the curvature constraints
+ *          and assumes that all successfully built models are valid.
+ *      (3) If useboth == 0, it uses the closest valid model within the
+ *          distance and parity constraints.  If useboth == 1, it tries
+ *          to use the closest allowed hvalid model; if it doesn't find
+ *          an hvalid model, it uses the closest valid model.
+ *      (4) For all pages without a model, this clears out any existing
+ *          invalid and reference dewarps, finds the nearest valid model
+ *          with the same parity, and inserts an empty dewarp with the
+ *          reference page.
+ *      (5) Then if it is requested to use both vertical and horizontal
+ *          disparity arrays (useboth == 1), it tries to replace any
+ *          hvalid == 0 model or reference with an hvalid == 1 reference.
+ *      (6) The distance constraint is that any reference model must
+ *          be within maxdist.  Note that with the parity constraint,
+ *          no reference models will be used if maxdist < 2.
+ *      (7) This function must be called, even if reference models will
+ *          not be used.  It should be called after building models on all
+ *          available pages, and after setting the rendering parameters.
+ *      (8) If the dewa has been serialized, this function is called by
+ *          dewarpaRead() when it is read back.  It is also called
+ *          any time the rendering parameters are changed.
+ *      (9) Note: if this has been called with useboth == 1, and useboth
+ *          is reset to 0, you should first call dewarpaRestoreModels()
+ *          to bring real models from the cache back to the primary array.
+ *
+ */ +l_ok +dewarpaInsertRefModels(L_DEWARPA *dewa, + l_int32 notests, + l_int32 debug) +{ +l_int32 i, j, n, val, min, distdown, distup; +L_DEWARP *dew; +NUMA *na, *nah; + + PROCNAME("dewarpaInsertRefModels"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + if (dewa->maxdist < 2) + L_INFO("maxdist < 2; no ref models can be used\n", procName); + + /* Make an indicator numa for pages with valid models. */ + dewarpaSetValidModels(dewa, notests, debug); + n = dewa->maxpage + 1; + na = numaMakeConstant(0, n); + for (i = 0; i < n; i++) { + dew = dewarpaGetDewarp(dewa, i); + if (dew && dew->vvalid) + numaReplaceNumber(na, i, 1); + } + + /* Remove all existing ref models and restore models from cache */ + dewarpaRestoreModels(dewa); + + /* Move invalid models to the cache, and insert reference dewarps + * for pages that need to borrow a model. + * First, try to find a valid model for each page. */ + for (i = 0; i < n; i++) { + numaGetIValue(na, i, &val); + if (val == 1) continue; /* already has a valid model */ + if ((dew = dewa->dewarp[i]) != NULL) { /* exists but is not valid; */ + dewa->dewarpcache[i] = dew; /* move it to the cache */ + dewa->dewarp[i] = NULL; + } + if (dewa->maxdist < 2) continue; /* can't use a ref model */ + /* Look back for nearest model */ + distdown = distup = dewa->maxdist + 1; + for (j = i - 2; j >= 0 && distdown > dewa->maxdist; j -= 2) { + numaGetIValue(na, j, &val); + if (val == 1) distdown = i - j; + } + /* Look ahead for nearest model */ + for (j = i + 2; j < n && distup > dewa->maxdist; j += 2) { + numaGetIValue(na, j, &val); + if (val == 1) distup = j - i; + } + min = L_MIN(distdown, distup); + if (min > dewa->maxdist) continue; /* no valid model in range */ + if (distdown <= distup) + dewarpaInsertDewarp(dewa, dewarpCreateRef(i, i - distdown)); + else + dewarpaInsertDewarp(dewa, dewarpCreateRef(i, i + distup)); + } + numaDestroy(&na); + + /* If a valid model will do, we're finished. */ + if (dewa->useboth == 0) { + dewa->modelsready = 1; /* validated */ + return 0; + } + + /* The request is useboth == 1. Now try to find an hvalid model */ + nah = numaMakeConstant(0, n); + for (i = 0; i < n; i++) { + dew = dewarpaGetDewarp(dewa, i); + if (dew && dew->hvalid) + numaReplaceNumber(nah, i, 1); + } + for (i = 0; i < n; i++) { + numaGetIValue(nah, i, &val); + if (val == 1) continue; /* already has a hvalid model */ + if (dewa->maxdist < 2) continue; /* can't use a ref model */ + distdown = distup = 100000; + for (j = i - 2; j >= 0; j -= 2) { /* look back for nearest model */ + numaGetIValue(nah, j, &val); + if (val == 1) { + distdown = i - j; + break; + } + } + for (j = i + 2; j < n; j += 2) { /* look ahead for nearest model */ + numaGetIValue(nah, j, &val); + if (val == 1) { + distup = j - i; + break; + } + } + min = L_MIN(distdown, distup); + if (min > dewa->maxdist) continue; /* no hvalid model within range */ + + /* We can replace the existing valid model with an hvalid model. + * If it's not a reference, save it in the cache. */ + if ((dew = dewarpaGetDewarp(dewa, i)) == NULL) { + L_ERROR("dew is null for page %d!\n", procName, i); + } else { + if (dew->hasref == 0) { /* not a ref model */ + dewa->dewarpcache[i] = dew; /* move it to the cache */ + dewa->dewarp[i] = NULL; /* must null the ptr */ + } + } + if (distdown <= distup) /* insert the hvalid ref model */ + dewarpaInsertDewarp(dewa, dewarpCreateRef(i, i - distdown)); + else + dewarpaInsertDewarp(dewa, dewarpCreateRef(i, i + distup)); + } + numaDestroy(&nah); + + dewa->modelsready = 1; /* validated */ + return 0; +} + + +/*! + * \brief dewarpaStripRefModels() + * + * \param[in] dewa populated with dewarp structs for pages + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This examines each dew in a dewarpa, and removes
+ *          all that don't have their own page model (i.e., all
+ *          that have "references" to nearby pages with valid models).
+ *          These references were generated by dewarpaInsertRefModels(dewa).
+ *
+ */ +l_ok +dewarpaStripRefModels(L_DEWARPA *dewa) +{ +l_int32 i; +L_DEWARP *dew; + + PROCNAME("dewarpaStripRefModels"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + for (i = 0; i <= dewa->maxpage; i++) { + if ((dew = dewarpaGetDewarp(dewa, i)) != NULL) { + if (dew->hasref) + dewarpDestroy(&dewa->dewarp[i]); + } + } + dewa->modelsready = 0; + + /* Regenerate the page lists */ + dewarpaListPages(dewa); + return 0; +} + + +/*! + * \brief dewarpaRestoreModels() + * + * \param[in] dewa populated with dewarp structs for pages + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This puts all real models (and only real models) in the
+ *          primary dewarpa array.  First remove all dewarps that are
+ *          only references to other page models.  Then move all models
+ *          that had been cached back into the primary dewarp array.
+ *      (2) After this is done, we still need to recompute and insert
+ *          the reference models before dewa->modelsready is true.
+ *
+ */ +l_ok +dewarpaRestoreModels(L_DEWARPA *dewa) +{ +l_int32 i; +L_DEWARP *dew; + + PROCNAME("dewarpaRestoreModels"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + /* Strip out ref models. Then only real models will be in the + * primary dewarp array. */ + dewarpaStripRefModels(dewa); + + /* The cache holds only real models, which are not necessarily valid. */ + for (i = 0; i <= dewa->maxpage; i++) { + if ((dew = dewa->dewarpcache[i]) != NULL) { + if (dewa->dewarp[i]) { + L_ERROR("dew in both cache and main array!: page %d\n", + procName, i); + } else { + dewa->dewarp[i] = dew; + dewa->dewarpcache[i] = NULL; + } + } + } + dewa->modelsready = 0; /* new ref models not yet inserted */ + + /* Regenerate the page lists */ + dewarpaListPages(dewa); + return 0; +} + + +/*----------------------------------------------------------------------* + * Dewarp debugging output * + *----------------------------------------------------------------------*/ +/*! + * \brief dewarpaInfo() + * + * \param[in] fp + * \param[in] dewa + * \return 0 if OK, 1 on error + */ +l_ok +dewarpaInfo(FILE *fp, + L_DEWARPA *dewa) +{ +l_int32 i, n, pageno, nnone, nvsuccess, nvvalid, nhsuccess, nhvalid, nref; +L_DEWARP *dew; + + PROCNAME("dewarpaInfo"); + + if (!fp) + return ERROR_INT("dewa not defined", procName, 1); + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + fprintf(fp, "\nDewarpaInfo: %p\n", dewa); + fprintf(fp, "nalloc = %d, maxpage = %d\n", dewa->nalloc, dewa->maxpage); + fprintf(fp, "sampling = %d, redfactor = %d, minlines = %d\n", + dewa->sampling, dewa->redfactor, dewa->minlines); + fprintf(fp, "maxdist = %d, useboth = %d\n", + dewa->maxdist, dewa->useboth); + + dewarpaModelStats(dewa, &nnone, &nvsuccess, &nvvalid, + &nhsuccess, &nhvalid, &nref); + n = numaGetCount(dewa->napages); + fprintf(stderr, "Total number of pages with a dew = %d\n", n); + fprintf(stderr, "Number of pages without any models = %d\n", nnone); + fprintf(stderr, "Number of pages with a vert model = %d\n", nvsuccess); + fprintf(stderr, "Number of pages with a valid vert model = %d\n", nvvalid); + fprintf(stderr, "Number of pages with both models = %d\n", nhsuccess); + fprintf(stderr, "Number of pages with both models valid = %d\n", nhvalid); + fprintf(stderr, "Number of pages with a ref model = %d\n", nref); + + for (i = 0; i < n; i++) { + numaGetIValue(dewa->napages, i, &pageno); + if ((dew = dewarpaGetDewarp(dewa, pageno)) == NULL) + continue; + fprintf(stderr, "Page: %d\n", dew->pageno); + fprintf(stderr, " hasref = %d, refpage = %d\n", + dew->hasref, dew->refpage); + fprintf(stderr, " nlines = %d\n", dew->nlines); + fprintf(stderr, " w = %d, h = %d, nx = %d, ny = %d\n", + dew->w, dew->h, dew->nx, dew->ny); + if (dew->sampvdispar) + fprintf(stderr, " Vertical disparity builds:\n" + " (min,max,abs-diff) line curvature = (%d,%d,%d)\n", + dew->mincurv, dew->maxcurv, dew->maxcurv - dew->mincurv); + if (dew->samphdispar) + fprintf(stderr, " Horizontal disparity builds:\n" + " left edge slope = %d, right edge slope = %d\n" + " (left,right,abs-diff) edge curvature = (%d,%d,%d)\n", + dew->leftslope, dew->rightslope, dew->leftcurv, + dew->rightcurv, L_ABS(dew->leftcurv - dew->rightcurv)); + } + return 0; +} + + +/*! + * \brief dewarpaModelStats() + * + * \param[in] dewa + * \param[out] pnnone [optional] number without any model + * \param[out] pnvsuccess [optional] number with a vert model + * \param[out] pnvvalid [optional] number with a valid vert model + * \param[out] pnhsuccess [optional] number with both models + * \param[out] pnhvalid [optional] number with both models valid + * \param[out] pnref [optional] number with a reference model + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) A page without a model has no dew.  It most likely failed to
+ *          generate a vertical model, and has not been assigned a ref
+ *          model from a neighboring page with a valid vertical model.
+ *      (2) A page has vsuccess == 1 if there is at least a model of the
+ *          vertical disparity.  The model may be invalid, in which case
+ *          dewarpaInsertRefModels() will stash it in the cache and
+ *          attempt to replace it by a valid ref model.
+ *      (3) A vvvalid model is a vertical disparity model whose parameters
+ *          satisfy the constraints given in dewarpaSetValidModels().
+ *      (4) A page has hsuccess == 1 if both the vertical and horizontal
+ *          disparity arrays have been constructed.
+ *      (5) An  hvalid model has vertical and horizontal disparity
+ *          models whose parameters satisfy the constraints given
+ *          in dewarpaSetValidModels().
+ *      (6) A page has a ref model if it failed to generate a valid
+ *          model but was assigned a vvalid or hvalid model on another
+ *          page (within maxdist) by dewarpaInsertRefModel().
+ *      (7) This calls dewarpaTestForValidModel(); it ignores the vvalid
+ *          and hvalid fields.
+ *
+ */ +l_ok +dewarpaModelStats(L_DEWARPA *dewa, + l_int32 *pnnone, + l_int32 *pnvsuccess, + l_int32 *pnvvalid, + l_int32 *pnhsuccess, + l_int32 *pnhvalid, + l_int32 *pnref) +{ +l_int32 i, n, pageno, nnone, nvsuccess, nvvalid, nhsuccess, nhvalid, nref; +L_DEWARP *dew; + + PROCNAME("dewarpaModelStats"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + + dewarpaListPages(dewa); + n = numaGetCount(dewa->napages); + nnone = nref = nvsuccess = nvvalid = nhsuccess = nhvalid = 0; + for (i = 0; i < n; i++) { + numaGetIValue(dewa->napages, i, &pageno); + dew = dewarpaGetDewarp(dewa, pageno); + if (!dew) { + nnone++; + continue; + } + if (dew->hasref == 1) + nref++; + if (dew->vsuccess == 1) + nvsuccess++; + if (dew->hsuccess == 1) + nhsuccess++; + dewarpaTestForValidModel(dewa, dew, 0); + if (dew->vvalid == 1) + nvvalid++; + if (dew->hvalid == 1) + nhvalid++; + } + + if (pnnone) *pnnone = nnone; + if (pnref) *pnref = nref; + if (pnvsuccess) *pnvsuccess = nvsuccess; + if (pnvvalid) *pnvvalid = nvvalid; + if (pnhsuccess) *pnhsuccess = nhsuccess; + if (pnhvalid) *pnhvalid = nhvalid; + return 0; +} + + +/*! + * \brief dewarpaTestForValidModel() + * + * \param[in] dewa + * \param[in] dew + * \param[in] notests + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Computes validity of vertical (vvalid) model and both
+ *          vertical and horizontal (hvalid) models.
+ *      (2) If %notests == 1, this ignores the curvature constraints
+ *          and assumes that all successfully built models are valid.
+ *      (3) This is just about the models, not the rendering process,
+ *          so the value of useboth is not considered here.
+ *
+ */ +static l_int32 +dewarpaTestForValidModel(L_DEWARPA *dewa, + L_DEWARP *dew, + l_int32 notests) +{ +l_int32 maxcurv, diffcurv, diffedge; + + PROCNAME("dewarpaTestForValidModel"); + + if (!dewa || !dew) + return ERROR_INT("dewa and dew not both defined", procName, 1); + + if (notests) { + dew->vvalid = dew->vsuccess; + dew->hvalid = dew->hsuccess; + return 0; + } + + /* No actual model was built */ + if (dew->vsuccess == 0) return 0; + + /* Was previously found not to have a valid model */ + if (dew->hasref == 1) return 0; + + /* vsuccess == 1; a vertical (line) model exists. + * First test that the vertical curvatures are within allowed + * bounds. Note that all curvatures are signed.*/ + maxcurv = L_MAX(L_ABS(dew->mincurv), L_ABS(dew->maxcurv)); + diffcurv = dew->maxcurv - dew->mincurv; + if (maxcurv <= dewa->max_linecurv && + diffcurv >= dewa->min_diff_linecurv && + diffcurv <= dewa->max_diff_linecurv) { + dew->vvalid = 1; + } else { + L_INFO("invalid vert model for page %d:\n", procName, dew->pageno); +#if DEBUG_INVALID_MODELS + fprintf(stderr, " max line curv = %d, max allowed = %d\n", + maxcurv, dewa->max_linecurv); + fprintf(stderr, " diff line curv = %d, max allowed = %d\n", + diffcurv, dewa->max_diff_linecurv); +#endif /* DEBUG_INVALID_MODELS */ + } + + /* If a horizontal (edge) model exists, test for validity. */ + if (dew->hsuccess) { + diffedge = L_ABS(dew->leftcurv - dew->rightcurv); + if (L_ABS(dew->leftslope) <= dewa->max_edgeslope && + L_ABS(dew->rightslope) <= dewa->max_edgeslope && + L_ABS(dew->leftcurv) <= dewa->max_edgecurv && + L_ABS(dew->rightcurv) <= dewa->max_edgecurv && + diffedge <= dewa->max_diff_edgecurv) { + dew->hvalid = 1; + } else { + L_INFO("invalid horiz model for page %d:\n", procName, dew->pageno); +#if DEBUG_INVALID_MODELS + fprintf(stderr, " left edge slope = %d, max allowed = %d\n", + dew->leftslope, dewa->max_edgeslope); + fprintf(stderr, " right edge slope = %d, max allowed = %d\n", + dew->rightslope, dewa->max_edgeslope); + fprintf(stderr, " left edge curv = %d, max allowed = %d\n", + dew->leftcurv, dewa->max_edgecurv); + fprintf(stderr, " right edge curv = %d, max allowed = %d\n", + dew->rightcurv, dewa->max_edgecurv); + fprintf(stderr, " diff edge curv = %d, max allowed = %d\n", + diffedge, dewa->max_diff_edgecurv); +#endif /* DEBUG_INVALID_MODELS */ + } + } + + return 0; +} + + +/*! + * \brief dewarpaShowArrays() + * + * \param[in] dewa + * \param[in] scalefact on contour images; typ. 0.5 + * \param[in] first first page model to render + * \param[in] last last page model to render; use 0 to go to end + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Generates a pdf of contour plots of the disparity arrays.
+ *      (2) This only shows actual models; not ref models
+ *
+ */ +l_ok +dewarpaShowArrays(L_DEWARPA *dewa, + l_float32 scalefact, + l_int32 first, + l_int32 last) +{ +char buf[256]; +l_int32 i, svd, shd; +L_BMF *bmf; +L_DEWARP *dew; +PIX *pixv, *pixvs, *pixh, *pixhs, *pixt, *pixd; +PIXA *pixa; + + PROCNAME("dewarpaShowArrays"); + + if (!dewa) + return ERROR_INT("dew not defined", procName, 1); + if (first < 0 || first > dewa->maxpage) + return ERROR_INT("first out of bounds", procName, 1); + if (last <= 0 || last > dewa->maxpage) last = dewa->maxpage; + if (last < first) + return ERROR_INT("last < first", procName, 1); + + lept_rmdir("lept/dewarp1"); /* temp directory for contour plots */ + lept_mkdir("lept/dewarp1"); + if ((bmf = bmfCreate(NULL, 8)) == NULL) + L_ERROR("bmf not made; page info not displayed", procName); + + fprintf(stderr, "Generating contour plots\n"); + for (i = first; i <= last; i++) { + if (i && ((i % 10) == 0)) + fprintf(stderr, " .. %d", i); + dew = dewarpaGetDewarp(dewa, i); + if (!dew) continue; + if (dew->hasref == 1) continue; + svd = shd = 0; + if (dew->sampvdispar) svd = 1; + if (dew->samphdispar) shd = 1; + if (!svd) { + L_ERROR("sampvdispar not made for page %d!\n", procName, i); + continue; + } + + /* Generate contour plots at reduced resolution */ + dewarpPopulateFullRes(dew, NULL, 0, 0); + pixv = fpixRenderContours(dew->fullvdispar, 3.0, 0.15); + pixvs = pixScaleBySampling(pixv, scalefact, scalefact); + pixDestroy(&pixv); + if (shd) { + pixh = fpixRenderContours(dew->fullhdispar, 3.0, 0.15); + pixhs = pixScaleBySampling(pixh, scalefact, scalefact); + pixDestroy(&pixh); + } + dewarpMinimize(dew); + + /* Save side-by-side */ + pixa = pixaCreate(2); + pixaAddPix(pixa, pixvs, L_INSERT); + if (shd) + pixaAddPix(pixa, pixhs, L_INSERT); + pixt = pixaDisplayTiledInRows(pixa, 32, 1500, 1.0, 0, 30, 2); + snprintf(buf, sizeof(buf), "Page %d", i); + pixd = pixAddSingleTextblock(pixt, bmf, buf, 0x0000ff00, + L_ADD_BELOW, NULL); + snprintf(buf, sizeof(buf), "/tmp/lept/dewarp1/arrays_%04d.png", i); + pixWriteDebug(buf, pixd, IFF_PNG); + pixaDestroy(&pixa); + pixDestroy(&pixt); + pixDestroy(&pixd); + } + bmfDestroy(&bmf); + fprintf(stderr, "\n"); + + fprintf(stderr, "Generating pdf of contour plots\n"); + convertFilesToPdf("/tmp/lept/dewarp1", "arrays_", 90, 1.0, L_FLATE_ENCODE, + 0, "Disparity arrays", "/tmp/lept/disparity_arrays.pdf"); + fprintf(stderr, "Output written to: /tmp/lept/disparity_arrays.pdf\n"); + return 0; +} + + +/*! + * \brief dewarpDebug() + * + * \param[in] dew + * \param[in] subdirs one or more subdirectories of /tmp; e.g., "dew1" + * \param[in] index to help label output images; e.g., the page number + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Prints dewarp fields and generates disparity array contour images.
+ *          The contour images are written to file:
+ *                /tmp/[subdirs]/pixv_[index].png
+ *
+ */ +l_ok +dewarpDebug(L_DEWARP *dew, + const char *subdirs, + l_int32 index) +{ +char fname[256]; +char *outdir; +l_int32 svd, shd; +PIX *pixv, *pixh; + + PROCNAME("dewarpDebug"); + + if (!dew) + return ERROR_INT("dew not defined", procName, 1); + if (!subdirs) + return ERROR_INT("subdirs not defined", procName, 1); + + fprintf(stderr, "pageno = %d, hasref = %d, refpage = %d\n", + dew->pageno, dew->hasref, dew->refpage); + fprintf(stderr, "sampling = %d, redfactor = %d, minlines = %d\n", + dew->sampling, dew->redfactor, dew->minlines); + svd = shd = 0; + if (!dew->hasref) { + if (dew->sampvdispar) svd = 1; + if (dew->samphdispar) shd = 1; + fprintf(stderr, "sampv = %d, samph = %d\n", svd, shd); + fprintf(stderr, "w = %d, h = %d\n", dew->w, dew->h); + fprintf(stderr, "nx = %d, ny = %d\n", dew->nx, dew->ny); + fprintf(stderr, "nlines = %d\n", dew->nlines); + if (svd) { + fprintf(stderr, "(min,max,abs-diff) line curvature = (%d,%d,%d)\n", + dew->mincurv, dew->maxcurv, dew->maxcurv - dew->mincurv); + } + if (shd) { + fprintf(stderr, "(left edge slope = %d, right edge slope = %d\n", + dew->leftslope, dew->rightslope); + fprintf(stderr, "(left,right,abs-diff) edge curvature = " + "(%d,%d,%d)\n", dew->leftcurv, dew->rightcurv, + L_ABS(dew->leftcurv - dew->rightcurv)); + } + } + if (!svd && !shd) { + fprintf(stderr, "No disparity arrays\n"); + return 0; + } + + dewarpPopulateFullRes(dew, NULL, 0, 0); + lept_mkdir(subdirs); + outdir = pathJoin("/tmp", subdirs); + if (svd) { + pixv = fpixRenderContours(dew->fullvdispar, 3.0, 0.15); + snprintf(fname, sizeof(fname), "%s/pixv_%d.png", outdir, index); + pixWriteDebug(fname, pixv, IFF_PNG); + pixDestroy(&pixv); + } + if (shd) { + pixh = fpixRenderContours(dew->fullhdispar, 3.0, 0.15); + snprintf(fname, sizeof(fname), "%s/pixh_%d.png", outdir, index); + pixWriteDebug(fname, pixh, IFF_PNG); + pixDestroy(&pixh); + } + LEPT_FREE(outdir); + return 0; +} + + +/*! + * \brief dewarpShowResults() + * + * \param[in] dewa + * \param[in] sa of indexed input images + * \param[in] boxa crop boxes for input images; can be null + * \param[in] firstpage + * \param[in] lastpage + * \param[in] pdfout filename + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This generates a pdf of image pairs (before, after) for
+ *          the designated set of input pages.
+ *      (2) If the boxa exists, its elements are aligned with numbers
+ *          in the filenames in %sa.  It is used to crop the input images.
+ *          It is assumed that the dewa was generated from the cropped
+ *          images.  No undercropping is applied before rendering.
+ *
+ */ +l_ok +dewarpShowResults(L_DEWARPA *dewa, + SARRAY *sa, + BOXA *boxa, + l_int32 firstpage, + l_int32 lastpage, + const char *pdfout) +{ +char bufstr[256]; +l_int32 i, modelpage; +L_BMF *bmf; +BOX *box; +L_DEWARP *dew; +PIX *pixs, *pixc, *pixd, *pixt1, *pixt2; +PIXA *pixa; + + PROCNAME("dewarpShowResults"); + + if (!dewa) + return ERROR_INT("dewa not defined", procName, 1); + if (!sa) + return ERROR_INT("sa not defined", procName, 1); + if (!pdfout) + return ERROR_INT("pdfout not defined", procName, 1); + if (firstpage > lastpage) + return ERROR_INT("invalid first/last page numbers", procName, 1); + + lept_rmdir("lept/dewarp_pdfout"); + lept_mkdir("lept/dewarp_pdfout"); + bmf = bmfCreate(NULL, 6); + + fprintf(stderr, "Dewarping and generating s/by/s view\n"); + for (i = firstpage; i <= lastpage; i++) { + if (i && (i % 10 == 0)) fprintf(stderr, ".. %d ", i); + pixs = pixReadIndexed(sa, i); + if (boxa) { + box = boxaGetBox(boxa, i, L_CLONE); + pixc = pixClipRectangle(pixs, box, NULL); + boxDestroy(&box); + } + else + pixc = pixClone(pixs); + dew = dewarpaGetDewarp(dewa, i); + pixd = NULL; + if (dew) { + dewarpaApplyDisparity(dewa, dew->pageno, pixc, + GrayInValue, 0, 0, &pixd, NULL); + dewarpMinimize(dew); + } + pixa = pixaCreate(2); + pixaAddPix(pixa, pixc, L_INSERT); + if (pixd) + pixaAddPix(pixa, pixd, L_INSERT); + pixt1 = pixaDisplayTiledAndScaled(pixa, 32, 500, 2, 0, 35, 2); + if (dew) { + modelpage = (dew->hasref) ? dew->refpage : dew->pageno; + snprintf(bufstr, sizeof(bufstr), "Page %d; using %d\n", + i, modelpage); + } + else + snprintf(bufstr, sizeof(bufstr), "Page %d; no dewarp\n", i); + pixt2 = pixAddSingleTextblock(pixt1, bmf, bufstr, 0x0000ff00, + L_ADD_BELOW, 0); + snprintf(bufstr, sizeof(bufstr), "/tmp/lept/dewarp_pdfout/%05d", i); + pixWriteDebug(bufstr, pixt2, IFF_JFIF_JPEG); + pixaDestroy(&pixa); + pixDestroy(&pixs); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + } + fprintf(stderr, "\n"); + + fprintf(stderr, "Generating pdf of result\n"); + convertFilesToPdf("/tmp/lept/dewarp_pdfout", NULL, 100, 1.0, L_JPEG_ENCODE, + 0, "Dewarp sequence", pdfout); + fprintf(stderr, "Output written to: %s\n", pdfout); + bmfDestroy(&bmf); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/dnabasic.c b/3rdparty/hgOCR/leptonica/dnabasic.c new file mode 100644 index 00000000..35fa550a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dnabasic.c @@ -0,0 +1,1682 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file dnabasic.c + * 
+ *
+ *      Dna creation, destruction, copy, clone, etc.
+ *          L_DNA       *l_dnaCreate()
+ *          L_DNA       *l_dnaCreateFromIArray()
+ *          L_DNA       *l_dnaCreateFromDArray()
+ *          L_DNA       *l_dnaMakeSequence()
+ *          void        *l_dnaDestroy()
+ *          L_DNA       *l_dnaCopy()
+ *          L_DNA       *l_dnaClone()
+ *          l_int32      l_dnaEmpty()
+ *
+ *      Dna: add/remove number and extend array
+ *          l_int32      l_dnaAddNumber()
+ *          static l_int32  l_dnaExtendArray()
+ *          l_int32      l_dnaInsertNumber()
+ *          l_int32      l_dnaRemoveNumber()
+ *          l_int32      l_dnaReplaceNumber()
+ *
+ *      Dna accessors
+ *          l_int32      l_dnaGetCount()
+ *          l_int32      l_dnaSetCount()
+ *          l_int32      l_dnaGetIValue()
+ *          l_int32      l_dnaGetDValue()
+ *          l_int32      l_dnaSetValue()
+ *          l_int32      l_dnaShiftValue()
+ *          l_int32     *l_dnaGetIArray()
+ *          l_float64   *l_dnaGetDArray()
+ *          l_int32      l_dnaGetRefcount()
+ *          l_int32      l_dnaChangeRefcount()
+ *          l_int32      l_dnaGetParameters()
+ *          l_int32      l_dnaSetParameters()
+ *          l_int32      l_dnaCopyParameters()
+ *
+ *      Serialize Dna for I/O
+ *          L_DNA       *l_dnaRead()
+ *          L_DNA       *l_dnaReadStream()
+ *          l_int32      l_dnaWrite()
+ *          l_int32      l_dnaWriteStream()
+ *
+ *      Dnaa creation, destruction
+ *          L_DNAA      *l_dnaaCreate()
+ *          L_DNAA      *l_dnaaCreateFull()
+ *          l_int32      l_dnaaTruncate()
+ *          void        *l_dnaaDestroy()
+ *
+ *      Add Dna to Dnaa
+ *          l_int32      l_dnaaAddDna()
+ *          static l_int32  l_dnaaExtendArray()
+ *
+ *      Dnaa accessors
+ *          l_int32      l_dnaaGetCount()
+ *          l_int32      l_dnaaGetDnaCount()
+ *          l_int32      l_dnaaGetNumberCount()
+ *          L_DNA       *l_dnaaGetDna()
+ *          L_DNA       *l_dnaaReplaceDna()
+ *          l_int32      l_dnaaGetValue()
+ *          l_int32      l_dnaaAddNumber()
+ *
+ *      Serialize Dnaa for I/O
+ *          L_DNAA      *l_dnaaRead()
+ *          L_DNAA      *l_dnaaReadStream()
+ *          l_int32      l_dnaaWrite()
+ *          l_int32      l_dnaaWriteStream()
+ *
+ *    (1) The Dna is a struct holding an array of doubles.  It can also
+ *        be used to store l_int32 values, up to the full precision
+ *        of int32.  Always use it whenever integers larger than a
+ *        few million need to be stored.
+ *
+ *    (2) Always use the accessors in this file, never the fields directly.
+ *
+ *    (3) Storing and retrieving numbers:
+ *
+ *       * to append a new number to the array, use l_dnaAddNumber().  If
+ *         the number is an int, it will will automatically be converted
+ *         to l_float64 and stored.
+ *
+ *       * to reset a value stored in the array, use l_dnaSetValue().
+ *
+ *       * to increment or decrement a value stored in the array,
+ *         use l_dnaShiftValue().
+ *
+ *       * to obtain a value from the array, use either l_dnaGetIValue()
+ *         or l_dnaGetDValue(), depending on whether you are retrieving
+ *         an integer or a float64.  This avoids doing an explicit cast,
+ *         such as
+ *           (a) return a l_float64 and cast it to an l_int32
+ *           (b) cast the return directly to (l_float64 *) to
+ *               satisfy the function prototype, as in
+ *                 l_dnaGetDValue(da, index, (l_float64 *)&ival);   [ugly!]
+ *
+ *    (4) int <--> double conversions:
+ *
+ *        Conversions go automatically from l_int32 --> l_float64,
+ *        without loss of precision.  You must cast (l_int32)
+ *        to go from l_float64 --> l_int32 because you're truncating
+ *        to the integer value.
+ *
+ *    (5) As with other arrays in leptonica, the l_dna has both an allocated
+ *        size and a count of the stored numbers.  When you add a number, it
+ *        goes on the end of the array, and causes a realloc if the array
+ *        is already filled.  However, in situations where you want to
+ *        add numbers randomly into an array, such as when you build a
+ *        histogram, you must set the count of stored numbers in advance.
+ *        This is done with l_dnaSetCount().  If you set a count larger
+ *        than the allocated array, it does a realloc to the size requested.
+ *
+ *    (6) In situations where the data in a l_dna correspond to a function
+ *        y(x), the values can be either at equal spacings in x or at
+ *        arbitrary spacings.  For the former, we can represent all x values
+ *        by two parameters: startx (corresponding to y[0]) and delx
+ *        for the change in x for adjacent values y[i] and y[i+1].
+ *        startx and delx are initialized to 0.0 and 1.0, rsp.
+ *        For arbitrary spacings, we use a second l_dna, and the two
+ *        l_dnas are typically denoted dnay and dnax.
+ *
+ */ + +#include +#include +#include "allheaders.h" + + /* Bounds on initial array size */ +static const l_uint32 MaxArraySize = 100000000; /* dna */ +static const l_uint32 MaxPtrArraySize = 10000; /* dnaa */ +static const l_int32 InitialArraySize = 50; /*!< n'importe quoi */ + + /* Static functions */ +static l_int32 l_dnaExtendArray(L_DNA *da); +static l_int32 l_dnaaExtendArray(L_DNAA *daa); + + +/*--------------------------------------------------------------------------* + * Dna creation, destruction, copy, clone, etc. * + *--------------------------------------------------------------------------*/ +/*! + * \brief l_dnaCreate() + * + * \param[in] n size of number array to be alloc'd; 0 for default + * \return da, or NULL on error + */ +L_DNA * +l_dnaCreate(l_int32 n) +{ +L_DNA *da; + + PROCNAME("l_dnaCreate"); + + if (n <= 0 || n > MaxArraySize) + n = InitialArraySize; + + da = (L_DNA *)LEPT_CALLOC(1, sizeof(L_DNA)); + if ((da->array = (l_float64 *)LEPT_CALLOC(n, sizeof(l_float64))) == NULL) { + l_dnaDestroy(&da); + return (L_DNA *)ERROR_PTR("double array not made", procName, NULL); + } + + da->nalloc = n; + da->n = 0; + da->refcount = 1; + da->startx = 0.0; + da->delx = 1.0; + + return da; +} + + +/*! + * \brief l_dnaCreateFromIArray() + * + * \param[in] iarray integer array + * \param[in] size of the array + * \return da, or NULL on error + * + * 
+ * Notes:
+ *      (1) We can't insert this int array into the l_dna, because a l_dna
+ *          takes a double array.  So this just copies the data from the
+ *          input array into the l_dna.  The input array continues to be
+ *          owned by the caller.
+ *
+ */ +L_DNA * +l_dnaCreateFromIArray(l_int32 *iarray, + l_int32 size) +{ +l_int32 i; +L_DNA *da; + + PROCNAME("l_dnaCreateFromIArray"); + + if (!iarray) + return (L_DNA *)ERROR_PTR("iarray not defined", procName, NULL); + if (size <= 0) + return (L_DNA *)ERROR_PTR("size must be > 0", procName, NULL); + + da = l_dnaCreate(size); + for (i = 0; i < size; i++) + l_dnaAddNumber(da, iarray[i]); + + return da; +} + + +/*! + * \brief l_dnaCreateFromDArray() + * + * \param[in] darray float + * \param[in] size of the array + * \param[in] copyflag L_INSERT or L_COPY + * \return da, or NULL on error + * + * 
+ * Notes:
+ *      (1) With L_INSERT, ownership of the input array is transferred
+ *          to the returned l_dna, and all %size elements are considered
+ *          to be valid.
+ *
+ */ +L_DNA * +l_dnaCreateFromDArray(l_float64 *darray, + l_int32 size, + l_int32 copyflag) +{ +l_int32 i; +L_DNA *da; + + PROCNAME("l_dnaCreateFromDArray"); + + if (!darray) + return (L_DNA *)ERROR_PTR("darray not defined", procName, NULL); + if (size <= 0) + return (L_DNA *)ERROR_PTR("size must be > 0", procName, NULL); + if (copyflag != L_INSERT && copyflag != L_COPY) + return (L_DNA *)ERROR_PTR("invalid copyflag", procName, NULL); + + da = l_dnaCreate(size); + if (copyflag == L_INSERT) { + if (da->array) LEPT_FREE(da->array); + da->array = darray; + da->n = size; + } else { /* just copy the contents */ + for (i = 0; i < size; i++) + l_dnaAddNumber(da, darray[i]); + } + + return da; +} + + +/*! + * \brief l_dnaMakeSequence() + * + * \param[in] startval + * \param[in] increment + * \param[in] size of sequence + * \return l_dna of sequence of evenly spaced values, or NULL on error + */ +L_DNA * +l_dnaMakeSequence(l_float64 startval, + l_float64 increment, + l_int32 size) +{ +l_int32 i; +l_float64 val; +L_DNA *da; + + PROCNAME("l_dnaMakeSequence"); + + if ((da = l_dnaCreate(size)) == NULL) + return (L_DNA *)ERROR_PTR("da not made", procName, NULL); + + for (i = 0; i < size; i++) { + val = startval + i * increment; + l_dnaAddNumber(da, val); + } + + return da; +} + + +/*! + * \brief l_dnaDestroy() + * + * \param[in,out] pda will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the l_dna.
+ *      (2) Always nulls the input ptr.
+ *
+ */ +void +l_dnaDestroy(L_DNA **pda) +{ +L_DNA *da; + + PROCNAME("l_dnaDestroy"); + + if (pda == NULL) { + L_WARNING("ptr address is NULL\n", procName); + return; + } + + if ((da = *pda) == NULL) + return; + + /* Decrement the ref count. If it is 0, destroy the l_dna. */ + l_dnaChangeRefcount(da, -1); + if (l_dnaGetRefcount(da) <= 0) { + if (da->array) + LEPT_FREE(da->array); + LEPT_FREE(da); + } + + *pda = NULL; + return; +} + + +/*! + * \brief l_dnaCopy() + * + * \param[in] da + * \return copy of da, or NULL on error + * + * 
+ * Notes:
+ *      (1) This removes unused ptrs above da->n.
+ *
+ */ +L_DNA * +l_dnaCopy(L_DNA *da) +{ +l_int32 i; +L_DNA *dac; + + PROCNAME("l_dnaCopy"); + + if (!da) + return (L_DNA *)ERROR_PTR("da not defined", procName, NULL); + + if ((dac = l_dnaCreate(da->n)) == NULL) + return (L_DNA *)ERROR_PTR("dac not made", procName, NULL); + dac->startx = da->startx; + dac->delx = da->delx; + + for (i = 0; i < da->n; i++) + l_dnaAddNumber(dac, da->array[i]); + + return dac; +} + + +/*! + * \brief l_dnaClone() + * + * \param[in] da + * \return ptr to same da, or NULL on error + */ +L_DNA * +l_dnaClone(L_DNA *da) +{ + PROCNAME("l_dnaClone"); + + if (!da) + return (L_DNA *)ERROR_PTR("da not defined", procName, NULL); + + l_dnaChangeRefcount(da, 1); + return da; +} + + +/*! + * \brief l_dnaEmpty() + * + * \param[in] da + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This does not change the allocation of the array.
+ *          It just clears the number of stored numbers, so that
+ *          the array appears to be empty.
+ *
+ */ +l_ok +l_dnaEmpty(L_DNA *da) +{ + PROCNAME("l_dnaEmpty"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + + da->n = 0; + return 0; +} + + + +/*--------------------------------------------------------------------------* + * Dna: add/remove number and extend array * + *--------------------------------------------------------------------------*/ +/*! + * \brief l_dnaAddNumber() + * + * \param[in] da + * \param[in] val float or int to be added; stored as a float + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaAddNumber(L_DNA *da, + l_float64 val) +{ +l_int32 n; + + PROCNAME("l_dnaAddNumber"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + + n = l_dnaGetCount(da); + if (n >= da->nalloc) + l_dnaExtendArray(da); + da->array[n] = val; + da->n++; + return 0; +} + + +/*! + * \brief l_dnaExtendArray() + * + * \param[in] da + * \return 0 if OK, 1 on error + */ +static l_int32 +l_dnaExtendArray(L_DNA *da) +{ + PROCNAME("l_dnaExtendArray"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + + if ((da->array = (l_float64 *)reallocNew((void **)&da->array, + sizeof(l_float64) * da->nalloc, + 2 * sizeof(l_float64) * da->nalloc)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + da->nalloc *= 2; + return 0; +} + + +/*! + * \brief l_dnaInsertNumber() + * + * \param[in] da + * \param[in] index location in da to insert new value + * \param[in] val float64 or integer to be added + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This shifts da[i] --> da[i + 1] for all i >= %index,
+ *          and then inserts %val as da[%index].
+ *      (2) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *
+ *
+ */ +l_ok +l_dnaInsertNumber(L_DNA *da, + l_int32 index, + l_float64 val) +{ +l_int32 i, n; + + PROCNAME("l_dnaInsertNumber"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + n = l_dnaGetCount(da); + if (index < 0 || index > n) + return ERROR_INT("index not in {0...n}", procName, 1); + + if (n >= da->nalloc) + l_dnaExtendArray(da); + for (i = n; i > index; i--) + da->array[i] = da->array[i - 1]; + da->array[index] = val; + da->n++; + return 0; +} + + +/*! + * \brief l_dnaRemoveNumber() + * + * \param[in] da + * \param[in] index element to be removed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This shifts da[i] --> da[i - 1] for all i > %index.
+ *      (2) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *
+ */ +l_ok +l_dnaRemoveNumber(L_DNA *da, + l_int32 index) +{ +l_int32 i, n; + + PROCNAME("l_dnaRemoveNumber"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + n = l_dnaGetCount(da); + if (index < 0 || index >= n) + return ERROR_INT("index not in {0...n - 1}", procName, 1); + + for (i = index + 1; i < n; i++) + da->array[i - 1] = da->array[i]; + da->n--; + return 0; +} + + +/*! + * \brief l_dnaReplaceNumber() + * + * \param[in] da + * \param[in] index element to be replaced + * \param[in] val new value to replace old one + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaReplaceNumber(L_DNA *da, + l_int32 index, + l_float64 val) +{ +l_int32 n; + + PROCNAME("l_dnaReplaceNumber"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + n = l_dnaGetCount(da); + if (index < 0 || index >= n) + return ERROR_INT("index not in {0...n - 1}", procName, 1); + + da->array[index] = val; + return 0; +} + + +/*----------------------------------------------------------------------* + * Dna accessors * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaGetCount() + * + * \param[in] da + * \return count, or 0 if no numbers or on error + */ +l_int32 +l_dnaGetCount(L_DNA *da) +{ + PROCNAME("l_dnaGetCount"); + + if (!da) + return ERROR_INT("da not defined", procName, 0); + return da->n; +} + + +/*! + * \brief l_dnaSetCount() + * + * \param[in] da + * \param[in] newcount + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If %newcount <= da->nalloc, this resets da->n.
+ *          Using %newcount = 0 is equivalent to l_dnaEmpty().
+ *      (2) If %newcount > da->nalloc, this causes a realloc
+ *          to a size da->nalloc = %newcount.
+ *      (3) All the previously unused values in da are set to 0.0.
+ *
+ */ +l_ok +l_dnaSetCount(L_DNA *da, + l_int32 newcount) +{ + PROCNAME("l_dnaSetCount"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + if (newcount > da->nalloc) { + if ((da->array = (l_float64 *)reallocNew((void **)&da->array, + sizeof(l_float64) * da->nalloc, + sizeof(l_float64) * newcount)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + da->nalloc = newcount; + } + da->n = newcount; + return 0; +} + + +/*! + * \brief l_dnaGetDValue() + * + * \param[in] da + * \param[in] index into l_dna + * \param[out] pval double value; 0.0 on error + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Caller may need to check the function return value to
+ *          decide if a 0.0 in the returned ival is valid.
+ *
+ */ +l_ok +l_dnaGetDValue(L_DNA *da, + l_int32 index, + l_float64 *pval) +{ + PROCNAME("l_dnaGetDValue"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0.0; + if (!da) + return ERROR_INT("da not defined", procName, 1); + + if (index < 0 || index >= da->n) + return ERROR_INT("index not valid", procName, 1); + + *pval = da->array[index]; + return 0; +} + + +/*! + * \brief l_dnaGetIValue() + * + * \param[in] da + * \param[in] index into l_dna + * \param[out] pival integer value; 0 on error + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Caller may need to check the function return value to
+ *          decide if a 0 in the returned ival is valid.
+ *
+ */ +l_ok +l_dnaGetIValue(L_DNA *da, + l_int32 index, + l_int32 *pival) +{ +l_float64 val; + + PROCNAME("l_dnaGetIValue"); + + if (!pival) + return ERROR_INT("&ival not defined", procName, 1); + *pival = 0; + if (!da) + return ERROR_INT("da not defined", procName, 1); + + if (index < 0 || index >= da->n) + return ERROR_INT("index not valid", procName, 1); + + val = da->array[index]; + *pival = (l_int32)(val + L_SIGN(val) * 0.5); + return 0; +} + + +/*! + * \brief l_dnaSetValue() + * + * \param[in] da + * \param[in] index to element to be set + * \param[in] val to set element + * \return 0 if OK; 1 on error + */ +l_ok +l_dnaSetValue(L_DNA *da, + l_int32 index, + l_float64 val) +{ + PROCNAME("l_dnaSetValue"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + if (index < 0 || index >= da->n) + return ERROR_INT("index not valid", procName, 1); + + da->array[index] = val; + return 0; +} + + +/*! + * \brief l_dnaShiftValue() + * + * \param[in] da + * \param[in] index to element to change relative to the current value + * \param[in] diff increment if diff > 0 or decrement if diff < 0 + * \return 0 if OK; 1 on error + */ +l_ok +l_dnaShiftValue(L_DNA *da, + l_int32 index, + l_float64 diff) +{ + PROCNAME("l_dnaShiftValue"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + if (index < 0 || index >= da->n) + return ERROR_INT("index not valid", procName, 1); + + da->array[index] += diff; + return 0; +} + + +/*! + * \brief l_dnaGetIArray() + * + * \param[in] da + * \return a copy of the bare internal array, integerized + * by rounding, or NULL on error + * 
+ * Notes:
+ *      (1) A copy of the array is made, because we need to
+ *          generate an integer array from the bare double array.
+ *          The caller is responsible for freeing the array.
+ *      (2) The array size is determined by the number of stored numbers,
+ *          not by the size of the allocated array in the l_dna.
+ *      (3) This function is provided to simplify calculations
+ *          using the bare internal array, rather than continually
+ *          calling accessors on the l_dna.  It is typically used
+ *          on an array of size 256.
+ *
+ */ +l_int32 * +l_dnaGetIArray(L_DNA *da) +{ +l_int32 i, n, ival; +l_int32 *array; + + PROCNAME("l_dnaGetIArray"); + + if (!da) + return (l_int32 *)ERROR_PTR("da not defined", procName, NULL); + + n = l_dnaGetCount(da); + if ((array = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32))) == NULL) + return (l_int32 *)ERROR_PTR("array not made", procName, NULL); + for (i = 0; i < n; i++) { + l_dnaGetIValue(da, i, &ival); + array[i] = ival; + } + + return array; +} + + +/*! + * \brief l_dnaGetDArray() + * + * \param[in] da + * \param[in] copyflag L_NOCOPY or L_COPY + * \return either the bare internal array or a copy of it, or NULL on error + * + * 
+ * Notes:
+ *      (1) If %copyflag == L_COPY, it makes a copy which the caller
+ *          is responsible for freeing.  Otherwise, it operates
+ *          directly on the bare array of the l_dna.
+ *      (2) Very important: for L_NOCOPY, any writes to the array
+ *          will be in the l_dna.  Do not write beyond the size of
+ *          the count field, because it will not be accessible
+ *          from the l_dna!  If necessary, be sure to set the count
+ *          field to a larger number (such as the alloc size)
+ *          BEFORE calling this function.  Creating with l_dnaMakeConstant()
+ *          is another way to insure full initialization.
+ *
+ */ +l_float64 * +l_dnaGetDArray(L_DNA *da, + l_int32 copyflag) +{ +l_int32 i, n; +l_float64 *array; + + PROCNAME("l_dnaGetDArray"); + + if (!da) + return (l_float64 *)ERROR_PTR("da not defined", procName, NULL); + + if (copyflag == L_NOCOPY) { + array = da->array; + } else { /* copyflag == L_COPY */ + n = l_dnaGetCount(da); + if ((array = (l_float64 *)LEPT_CALLOC(n, sizeof(l_float64))) == NULL) + return (l_float64 *)ERROR_PTR("array not made", procName, NULL); + for (i = 0; i < n; i++) + array[i] = da->array[i]; + } + + return array; +} + + +/*! + * \brief l_dnaGetRefCount() + * + * \param[in] da + * \return refcount, or UNDEF on error + */ +l_int32 +l_dnaGetRefcount(L_DNA *da) +{ + PROCNAME("l_dnaGetRefcount"); + + if (!da) + return ERROR_INT("da not defined", procName, UNDEF); + return da->refcount; +} + + +/*! + * \brief l_dnaChangeRefCount() + * + * \param[in] da + * \param[in] delta change to be applied + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaChangeRefcount(L_DNA *da, + l_int32 delta) +{ + PROCNAME("l_dnaChangeRefcount"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + da->refcount += delta; + return 0; +} + + +/*! + * \brief l_dnaGetParameters() + * + * \param[in] da + * \param[out] pstartx [optional] startx + * \param[out] pdelx [optional] delx + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaGetParameters(L_DNA *da, + l_float64 *pstartx, + l_float64 *pdelx) +{ + PROCNAME("l_dnaGetParameters"); + + if (pstartx) *pstartx = 0.0; + if (pdelx) *pdelx = 1.0; + if (!pstartx && !pdelx) + return ERROR_INT("neither &startx nor &delx are defined", procName, 1); + if (!da) + return ERROR_INT("da not defined", procName, 1); + + if (pstartx) *pstartx = da->startx; + if (pdelx) *pdelx = da->delx; + return 0; +} + + +/*! + * \brief l_dnaSetParameters() + * + * \param[in] da + * \param[in] startx x value corresponding to da[0] + * \param[in] delx difference in x values for the situation where the + * elements of da correspond to the evaulation of a + * function at equal intervals of size %delx + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaSetParameters(L_DNA *da, + l_float64 startx, + l_float64 delx) +{ + PROCNAME("l_dnaSetParameters"); + + if (!da) + return ERROR_INT("da not defined", procName, 1); + + da->startx = startx; + da->delx = delx; + return 0; +} + + +/*! + * \brief l_dnaCopyParameters() + * + * \param[in] dad destination DNuma + * \param[in] das source DNuma + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaCopyParameters(L_DNA *dad, + L_DNA *das) +{ +l_float64 start, binsize; + + PROCNAME("l_dnaCopyParameters"); + + if (!das || !dad) + return ERROR_INT("das and dad not both defined", procName, 1); + + l_dnaGetParameters(das, &start, &binsize); + l_dnaSetParameters(dad, start, binsize); + return 0; +} + + +/*----------------------------------------------------------------------* + * Serialize Dna for I/O * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaRead() + * + * \param[in] filename + * \return da, or NULL on error + */ +L_DNA * +l_dnaRead(const char *filename) +{ +FILE *fp; +L_DNA *da; + + PROCNAME("l_dnaRead"); + + if (!filename) + return (L_DNA *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (L_DNA *)ERROR_PTR("stream not opened", procName, NULL); + da = l_dnaReadStream(fp); + fclose(fp); + if (!da) + return (L_DNA *)ERROR_PTR("da not read", procName, NULL); + return da; +} + + +/*! + * \brief l_dnaReadStream() + * + * \param[in] fp file stream + * \return da, or NULL on error + * + * 
+ * Notes:
+ *      (1) fscanf takes %lf to read a double; fprintf takes %f to write it.
+ *
+ */ +L_DNA * +l_dnaReadStream(FILE *fp) +{ +l_int32 i, n, index, ret, version; +l_float64 val, startx, delx; +L_DNA *da; + + PROCNAME("l_dnaReadStream"); + + if (!fp) + return (L_DNA *)ERROR_PTR("stream not defined", procName, NULL); + + ret = fscanf(fp, "\nL_Dna Version %d\n", &version); + if (ret != 1) + return (L_DNA *)ERROR_PTR("not a l_dna file", procName, NULL); + if (version != DNA_VERSION_NUMBER) + return (L_DNA *)ERROR_PTR("invalid l_dna version", procName, NULL); + if (fscanf(fp, "Number of numbers = %d\n", &n) != 1) + return (L_DNA *)ERROR_PTR("invalid number of numbers", procName, NULL); + + if (n > MaxArraySize) { + L_ERROR("n = %d > %d\n", procName, n, MaxArraySize); + return NULL; + } + if ((da = l_dnaCreate(n)) == NULL) + return (L_DNA *)ERROR_PTR("da not made", procName, NULL); + for (i = 0; i < n; i++) { + if (fscanf(fp, " [%d] = %lf\n", &index, &val) != 2) { + l_dnaDestroy(&da); + return (L_DNA *)ERROR_PTR("bad input data", procName, NULL); + } + l_dnaAddNumber(da, val); + } + + /* Optional data */ + if (fscanf(fp, "startx = %lf, delx = %lf\n", &startx, &delx) == 2) + l_dnaSetParameters(da, startx, delx); + return da; +} + + +/*! + * \brief l_dnaWrite() + * + * \param[in] filename + * \param[in] da + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaWrite(const char *filename, + L_DNA *da) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("l_dnaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!da) + return ERROR_INT("da not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "w")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = l_dnaWriteStream(fp, da); + fclose(fp); + if (ret) + return ERROR_INT("da not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief l_dnaWriteStream() + * + * \param[in] fp file stream + * \param[in] da + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaWriteStream(FILE *fp, + L_DNA *da) +{ +l_int32 i, n; +l_float64 startx, delx; + + PROCNAME("l_dnaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!da) + return ERROR_INT("da not defined", procName, 1); + + n = l_dnaGetCount(da); + fprintf(fp, "\nL_Dna Version %d\n", DNA_VERSION_NUMBER); + fprintf(fp, "Number of numbers = %d\n", n); + for (i = 0; i < n; i++) + fprintf(fp, " [%d] = %f\n", i, da->array[i]); + fprintf(fp, "\n"); + + /* Optional data */ + l_dnaGetParameters(da, &startx, &delx); + if (startx != 0.0 || delx != 1.0) + fprintf(fp, "startx = %f, delx = %f\n", startx, delx); + + return 0; +} + + +/*--------------------------------------------------------------------------* + * Dnaa creation, destruction * + *--------------------------------------------------------------------------*/ +/*! + * \brief l_dnaaCreate() + * + * \param[in] n size of l_dna ptr array to be alloc'd 0 for default + * \return daa, or NULL on error + * + */ +L_DNAA * +l_dnaaCreate(l_int32 n) +{ +L_DNAA *daa; + + PROCNAME("l_dnaaCreate"); + + if (n <= 0 || n > MaxPtrArraySize) + n = InitialArraySize; + + daa = (L_DNAA *)LEPT_CALLOC(1, sizeof(L_DNAA)); + if ((daa->dna = (L_DNA **)LEPT_CALLOC(n, sizeof(L_DNA *))) == NULL) { + l_dnaaDestroy(&daa); + return (L_DNAA *)ERROR_PTR("l_dna ptr array not made", procName, NULL); + } + daa->nalloc = n; + daa->n = 0; + return daa; +} + + +/*! + * \brief l_dnaaCreateFull() + * + * \param[in] nptr size of dna ptr array to be alloc'd + * \param[in] n size of individual dna arrays to be alloc'd 0 for default + * \return daa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This allocates a dnaa and fills the array with allocated dnas.
+ *          In use, after calling this function, use
+ *              l_dnaaAddNumber(dnaa, index, val);
+ *          to add val to the index-th dna in dnaa.
+ *
+ */ +L_DNAA * +l_dnaaCreateFull(l_int32 nptr, + l_int32 n) +{ +l_int32 i; +L_DNAA *daa; +L_DNA *da; + + daa = l_dnaaCreate(nptr); + for (i = 0; i < nptr; i++) { + da = l_dnaCreate(n); + l_dnaaAddDna(daa, da, L_INSERT); + } + + return daa; +} + + +/*! + * \brief l_dnaaTruncate() + * + * \param[in] daa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This identifies the largest index containing a dna that
+ *          has any numbers within it, destroys all dna beyond that
+ *          index, and resets the count.
+ *
+ */ +l_ok +l_dnaaTruncate(L_DNAA *daa) +{ +l_int32 i, n, nn; +L_DNA *da; + + PROCNAME("l_dnaaTruncate"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + + n = l_dnaaGetCount(daa); + for (i = n - 1; i >= 0; i--) { + da = l_dnaaGetDna(daa, i, L_CLONE); + if (!da) + continue; + nn = l_dnaGetCount(da); + l_dnaDestroy(&da); /* the clone */ + if (nn == 0) + l_dnaDestroy(&daa->dna[i]); + else + break; + } + daa->n = i + 1; + return 0; +} + + +/*! + * \brief l_dnaaDestroy() + * + * \param[in,out] pdaa will be set to null before returning + * \return void + */ +void +l_dnaaDestroy(L_DNAA **pdaa) +{ +l_int32 i; +L_DNAA *daa; + + PROCNAME("l_dnaaDestroy"); + + if (pdaa == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + + if ((daa = *pdaa) == NULL) + return; + + for (i = 0; i < daa->n; i++) + l_dnaDestroy(&daa->dna[i]); + LEPT_FREE(daa->dna); + LEPT_FREE(daa); + *pdaa = NULL; + + return; +} + + +/*--------------------------------------------------------------------------* + * Add Dna to Dnaa * + *--------------------------------------------------------------------------*/ +/*! + * \brief l_dnaaAddDna() + * + * \param[in] daa + * \param[in] da to be added + * \param[in] copyflag L_INSERT, L_COPY, L_CLONE + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaaAddDna(L_DNAA *daa, + L_DNA *da, + l_int32 copyflag) +{ +l_int32 n; +L_DNA *dac; + + PROCNAME("l_dnaaAddDna"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + if (!da) + return ERROR_INT("da not defined", procName, 1); + + if (copyflag == L_INSERT) { + dac = da; + } else if (copyflag == L_COPY) { + if ((dac = l_dnaCopy(da)) == NULL) + return ERROR_INT("dac not made", procName, 1); + } else if (copyflag == L_CLONE) { + dac = l_dnaClone(da); + } else { + return ERROR_INT("invalid copyflag", procName, 1); + } + + n = l_dnaaGetCount(daa); + if (n >= daa->nalloc) + l_dnaaExtendArray(daa); + daa->dna[n] = dac; + daa->n++; + return 0; +} + + +/*! + * \brief l_dnaaExtendArray() + * + * \param[in] daa + * \return 0 if OK, 1 on error + */ +static l_int32 +l_dnaaExtendArray(L_DNAA *daa) +{ + PROCNAME("l_dnaaExtendArray"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + + if ((daa->dna = (L_DNA **)reallocNew((void **)&daa->dna, + sizeof(L_DNA *) * daa->nalloc, + 2 * sizeof(L_DNA *) * daa->nalloc)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + daa->nalloc *= 2; + return 0; +} + + +/*----------------------------------------------------------------------* + * DNumaa accessors * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaaGetCount() + * + * \param[in] daa + * \return count number of l_dna, or 0 if no l_dna or on error + */ +l_int32 +l_dnaaGetCount(L_DNAA *daa) +{ + PROCNAME("l_dnaaGetCount"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 0); + return daa->n; +} + + +/*! + * \brief l_dnaaGetDnaCount() + * + * \param[in] daa + * \param[in] index of l_dna in daa + * \return count of numbers in the referenced l_dna, or 0 on error. + */ +l_int32 +l_dnaaGetDnaCount(L_DNAA *daa, + l_int32 index) +{ + PROCNAME("l_dnaaGetDnaCount"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 0); + if (index < 0 || index >= daa->n) + return ERROR_INT("invalid index into daa", procName, 0); + return l_dnaGetCount(daa->dna[index]); +} + + +/*! + * \brief l_dnaaGetNumberCount() + * + * \param[in] daa + * \return count total number of numbers in the l_dnaa, + * or 0 if no numbers or on error + */ +l_int32 +l_dnaaGetNumberCount(L_DNAA *daa) +{ +L_DNA *da; +l_int32 n, sum, i; + + PROCNAME("l_dnaaGetNumberCount"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 0); + + n = l_dnaaGetCount(daa); + for (sum = 0, i = 0; i < n; i++) { + da = l_dnaaGetDna(daa, i, L_CLONE); + sum += l_dnaGetCount(da); + l_dnaDestroy(&da); + } + + return sum; +} + + +/*! + * \brief l_dnaaGetDna() + * + * \param[in] daa + * \param[in] index to the index-th l_dna + * \param[in] accessflag L_COPY or L_CLONE + * \return l_dna, or NULL on error + */ +L_DNA * +l_dnaaGetDna(L_DNAA *daa, + l_int32 index, + l_int32 accessflag) +{ + PROCNAME("l_dnaaGetDna"); + + if (!daa) + return (L_DNA *)ERROR_PTR("daa not defined", procName, NULL); + if (index < 0 || index >= daa->n) + return (L_DNA *)ERROR_PTR("index not valid", procName, NULL); + + if (accessflag == L_COPY) + return l_dnaCopy(daa->dna[index]); + else if (accessflag == L_CLONE) + return l_dnaClone(daa->dna[index]); + else + return (L_DNA *)ERROR_PTR("invalid accessflag", procName, NULL); +} + + +/*! + * \brief l_dnaaReplaceDna() + * + * \param[in] daa + * \param[in] index to the index-th l_dna + * \param[in] da insert and replace any existing one + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Any existing l_dna is destroyed, and the input one
+ *          is inserted in its place.
+ *      (2) If %index is invalid, return 1 (error)
+ *
+ */ +l_ok +l_dnaaReplaceDna(L_DNAA *daa, + l_int32 index, + L_DNA *da) +{ +l_int32 n; + + PROCNAME("l_dnaaReplaceDna"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + if (!da) + return ERROR_INT("da not defined", procName, 1); + n = l_dnaaGetCount(daa); + if (index < 0 || index >= n) + return ERROR_INT("index not valid", procName, 1); + + l_dnaDestroy(&daa->dna[index]); + daa->dna[index] = da; + return 0; +} + + +/*! + * \brief l_dnaaGetValue() + * + * \param[in] daa + * \param[in] i index of l_dna within l_dnaa + * \param[in] j index into l_dna + * \param[out] pval double value + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaaGetValue(L_DNAA *daa, + l_int32 i, + l_int32 j, + l_float64 *pval) +{ +l_int32 n; +L_DNA *da; + + PROCNAME("l_dnaaGetValue"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0.0; + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + n = l_dnaaGetCount(daa); + if (i < 0 || i >= n) + return ERROR_INT("invalid index into daa", procName, 1); + da = daa->dna[i]; + if (j < 0 || j >= da->n) + return ERROR_INT("invalid index into da", procName, 1); + *pval = da->array[j]; + return 0; +} + + +/*! + * \brief l_dnaaAddNumber() + * + * \param[in] daa + * \param[in] index of l_dna within l_dnaa + * \param[in] val number to be added; stored as a double + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Adds to an existing l_dna only.
+ *
+ */ +l_ok +l_dnaaAddNumber(L_DNAA *daa, + l_int32 index, + l_float64 val) +{ +l_int32 n; +L_DNA *da; + + PROCNAME("l_dnaaAddNumber"); + + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + n = l_dnaaGetCount(daa); + if (index < 0 || index >= n) + return ERROR_INT("invalid index in daa", procName, 1); + + da = l_dnaaGetDna(daa, index, L_CLONE); + l_dnaAddNumber(da, val); + l_dnaDestroy(&da); + return 0; +} + + +/*----------------------------------------------------------------------* + * Serialize Dna for I/O * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaaRead() + * + * \param[in] filename + * \return daa, or NULL on error + */ +L_DNAA * +l_dnaaRead(const char *filename) +{ +FILE *fp; +L_DNAA *daa; + + PROCNAME("l_dnaaRead"); + + if (!filename) + return (L_DNAA *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (L_DNAA *)ERROR_PTR("stream not opened", procName, NULL); + daa = l_dnaaReadStream(fp); + fclose(fp); + if (!daa) + return (L_DNAA *)ERROR_PTR("daa not read", procName, NULL); + return daa; +} + + +/*! + * \brief l_dnaaReadStream() + * + * \param[in] fp file stream + * \return daa, or NULL on error + */ +L_DNAA * +l_dnaaReadStream(FILE *fp) +{ +l_int32 i, n, index, ret, version; +L_DNA *da; +L_DNAA *daa; + + PROCNAME("l_dnaaReadStream"); + + if (!fp) + return (L_DNAA *)ERROR_PTR("stream not defined", procName, NULL); + + ret = fscanf(fp, "\nL_Dnaa Version %d\n", &version); + if (ret != 1) + return (L_DNAA *)ERROR_PTR("not a l_dna file", procName, NULL); + if (version != DNA_VERSION_NUMBER) + return (L_DNAA *)ERROR_PTR("invalid l_dnaa version", procName, NULL); + if (fscanf(fp, "Number of L_Dna = %d\n\n", &n) != 1) + return (L_DNAA *)ERROR_PTR("invalid number of l_dna", procName, NULL); + + if (n > MaxPtrArraySize) { + L_ERROR("n = %d > %d\n", procName, n, MaxPtrArraySize); + return NULL; + } + if ((daa = l_dnaaCreate(n)) == NULL) + return (L_DNAA *)ERROR_PTR("daa not made", procName, NULL); + + for (i = 0; i < n; i++) { + if (fscanf(fp, "L_Dna[%d]:", &index) != 1) { + l_dnaaDestroy(&daa); + return (L_DNAA *)ERROR_PTR("invalid l_dna header", procName, NULL); + } + if ((da = l_dnaReadStream(fp)) == NULL) { + l_dnaaDestroy(&daa); + return (L_DNAA *)ERROR_PTR("da not made", procName, NULL); + } + l_dnaaAddDna(daa, da, L_INSERT); + } + + return daa; +} + + +/*! + * \brief l_dnaaWrite() + * + * \param[in] filename + * \param[in] daa + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaaWrite(const char *filename, + L_DNAA *daa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("l_dnaaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "w")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = l_dnaaWriteStream(fp, daa); + fclose(fp); + if (ret) + return ERROR_INT("daa not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief l_dnaaWriteStream() + * + * \param[in] fp file stream + * \param[in] daa + * \return 0 if OK, 1 on error + */ +l_ok +l_dnaaWriteStream(FILE *fp, + L_DNAA *daa) +{ +l_int32 i, n; +L_DNA *da; + + PROCNAME("l_dnaaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!daa) + return ERROR_INT("daa not defined", procName, 1); + + n = l_dnaaGetCount(daa); + fprintf(fp, "\nL_Dnaa Version %d\n", DNA_VERSION_NUMBER); + fprintf(fp, "Number of L_Dna = %d\n\n", n); + for (i = 0; i < n; i++) { + if ((da = l_dnaaGetDna(daa, i, L_CLONE)) == NULL) + return ERROR_INT("da not found", procName, 1); + fprintf(fp, "L_Dna[%d]:", i); + l_dnaWriteStream(fp, da); + l_dnaDestroy(&da); + } + + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/dnafunc1.c b/3rdparty/hgOCR/leptonica/dnafunc1.c new file mode 100644 index 00000000..0a05ebc7 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dnafunc1.c @@ -0,0 +1,404 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file dnafunc1.c + * 
+ *
+ *      Rearrangements
+ *          l_int32     *l_dnaJoin()
+ *          l_int32     *l_dnaaFlattenToDna()
+ *
+ *      Conversion between numa and dna
+ *          NUMA        *l_dnaConvertToNuma()
+ *          L_DNA       *numaConvertToDna()
+ *
+ *      Set operations using aset (rbtree)
+ *          L_DNA       *l_dnaUnionByAset()
+ *          L_DNA       *l_dnaRemoveDupsByAset()
+ *          L_DNA       *l_dnaIntersectionByAset()
+ *          L_ASET      *l_asetCreateFromDna()
+ *
+ *      Miscellaneous operations
+ *          L_DNA       *l_dnaDiffAdjValues()
+ *
+ *
+ * This file contains an implementation on sets of doubles (or integers)
+ * that uses an underlying tree (rbtree).  The keys stored in the tree
+ * are simply the double array values in the dna.  Use of a DnaHash
+ * is typically more efficient, with O(1) in lookup and insertion.
+ *
+ *
+ */ + +#include "allheaders.h" + +/*----------------------------------------------------------------------* + * Rearrangements * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaJoin() + * + * \param[in] dad dest dna; add to this one + * \param[in] das [optional] source dna; add from this one + * \param[in] istart starting index in das + * \param[in] iend ending index in das; use -1 to cat all + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (2) iend < 0 means 'read to the end'
+ *      (3) if das == NULL, this is a no-op
+ *
+ */ +l_ok +l_dnaJoin(L_DNA *dad, + L_DNA *das, + l_int32 istart, + l_int32 iend) +{ +l_int32 n, i; +l_float64 val; + + PROCNAME("l_dnaJoin"); + + if (!dad) + return ERROR_INT("dad not defined", procName, 1); + if (!das) + return 0; + + if (istart < 0) + istart = 0; + n = l_dnaGetCount(das); + if (iend < 0 || iend >= n) + iend = n - 1; + if (istart > iend) + return ERROR_INT("istart > iend; nothing to add", procName, 1); + + for (i = istart; i <= iend; i++) { + l_dnaGetDValue(das, i, &val); + l_dnaAddNumber(dad, val); + } + + return 0; +} + + +/*! + * \brief l_dnaaFlattenToDna() + * + * \param[in] daa + * \return dad, or NULL on error + * + * 
+ * Notes:
+ *      (1) This 'flattens' the dnaa to a dna, by joining successively
+ *          each dna in the dnaa.
+ *      (2) It leaves the input dnaa unchanged.
+ *
+ */ +L_DNA * +l_dnaaFlattenToDna(L_DNAA *daa) +{ +l_int32 i, nalloc; +L_DNA *da, *dad; +L_DNA **array; + + PROCNAME("l_dnaaFlattenToDna"); + + if (!daa) + return (L_DNA *)ERROR_PTR("daa not defined", procName, NULL); + + nalloc = daa->nalloc; + array = daa->dna; + dad = l_dnaCreate(0); + for (i = 0; i < nalloc; i++) { + da = array[i]; + if (!da) continue; + l_dnaJoin(dad, da, 0, -1); + } + + return dad; +} + + +/*----------------------------------------------------------------------* + * Conversion between numa and dna * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaConvertToNuma() + * + * \param[in] da + * \return na, or NULL on error + */ +NUMA * +l_dnaConvertToNuma(L_DNA *da) +{ +l_int32 i, n; +l_float64 val; +NUMA *na; + + PROCNAME("l_dnaConvertToNuma"); + + if (!da) + return (NUMA *)ERROR_PTR("da not defined", procName, NULL); + + n = l_dnaGetCount(da); + na = numaCreate(n); + for (i = 0; i < n; i++) { + l_dnaGetDValue(da, i, &val); + numaAddNumber(na, val); + } + return na; +} + + +/*! + * \brief numaConvertToDna + * + * \param[in] na + * \return da, or NULL on error + */ +L_DNA * +numaConvertToDna(NUMA *na) +{ +l_int32 i, n; +l_float32 val; +L_DNA *da; + + PROCNAME("numaConvertToDna"); + + if (!na) + return (L_DNA *)ERROR_PTR("na not defined", procName, NULL); + + n = numaGetCount(na); + da = l_dnaCreate(n); + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + l_dnaAddNumber(da, val); + } + return da; +} + + +/*----------------------------------------------------------------------* + * Set operations using aset (rbtree) * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaUnionByAset() + * + * \param[in] da1, da2 + * \return dad with the union of the set of numbers, or NULL on error + * + * 
+ * Notes:
+ *      (1) See sarrayUnionByAset() for the approach.
+ *      (2) Here, the key in building the sorted tree is the number itself.
+ *      (3) Operations using an underlying tree are O(nlogn), which is
+ *          typically less efficient than hashing, which is O(n).
+ *
+ */ +L_DNA * +l_dnaUnionByAset(L_DNA *da1, + L_DNA *da2) +{ +L_DNA *da3, *dad; + + PROCNAME("l_dnaUnionByAset"); + + if (!da1) + return (L_DNA *)ERROR_PTR("da1 not defined", procName, NULL); + if (!da2) + return (L_DNA *)ERROR_PTR("da2 not defined", procName, NULL); + + /* Join */ + da3 = l_dnaCopy(da1); + l_dnaJoin(da3, da2, 0, -1); + + /* Eliminate duplicates */ + dad = l_dnaRemoveDupsByAset(da3); + l_dnaDestroy(&da3); + return dad; +} + + +/*! + * \brief l_dnaRemoveDupsByAset() + * + * \param[in] das + * \return dad with duplicates removed, or NULL on error + */ +L_DNA * +l_dnaRemoveDupsByAset(L_DNA *das) +{ +l_int32 i, n; +l_float64 val; +L_DNA *dad; +L_ASET *set; +RB_TYPE key; + + PROCNAME("l_dnaRemoveDupsByAset"); + + if (!das) + return (L_DNA *)ERROR_PTR("das not defined", procName, NULL); + + set = l_asetCreate(L_FLOAT_TYPE); + dad = l_dnaCreate(0); + n = l_dnaGetCount(das); + for (i = 0; i < n; i++) { + l_dnaGetDValue(das, i, &val); + key.ftype = val; + if (!l_asetFind(set, key)) { + l_dnaAddNumber(dad, val); + l_asetInsert(set, key); + } + } + + l_asetDestroy(&set); + return dad; +} + + +/*! + * \brief l_dnaIntersectionByAset() + * + * \param[in] da1, da2 + * \return dad with the intersection of the two arrays, or NULL on error + * + * 
+ * Notes:
+ *      (1) See sarrayIntersection() for the approach.
+ *      (2) Here, the key in building the sorted tree is the number itself.
+ *      (3) Operations using an underlying tree are O(nlogn), which is
+ *          typically less efficient than hashing, which is O(n).
+ *
+ */ +L_DNA * +l_dnaIntersectionByAset(L_DNA *da1, + L_DNA *da2) +{ +l_int32 n1, n2, i, n; +l_float64 val; +L_ASET *set1, *set2; +RB_TYPE key; +L_DNA *da_small, *da_big, *dad; + + PROCNAME("l_dnaIntersectionByAset"); + + if (!da1) + return (L_DNA *)ERROR_PTR("da1 not defined", procName, NULL); + if (!da2) + return (L_DNA *)ERROR_PTR("da2 not defined", procName, NULL); + + /* Put the elements of the largest array into a set */ + n1 = l_dnaGetCount(da1); + n2 = l_dnaGetCount(da2); + da_small = (n1 < n2) ? da1 : da2; /* do not destroy da_small */ + da_big = (n1 < n2) ? da2 : da1; /* do not destroy da_big */ + set1 = l_asetCreateFromDna(da_big); + + /* Build up the intersection of floats */ + dad = l_dnaCreate(0); + n = l_dnaGetCount(da_small); + set2 = l_asetCreate(L_FLOAT_TYPE); + for (i = 0; i < n; i++) { + l_dnaGetDValue(da_small, i, &val); + key.ftype = val; + if (l_asetFind(set1, key) && !l_asetFind(set2, key)) { + l_dnaAddNumber(dad, val); + l_asetInsert(set2, key); + } + } + + l_asetDestroy(&set1); + l_asetDestroy(&set2); + return dad; +} + + +/*! + * \brief l_asetCreateFromDna() + * + * \param[in] da source dna + * \return set using the doubles in %da as keys + */ +L_ASET * +l_asetCreateFromDna(L_DNA *da) +{ +l_int32 i, n; +l_float64 val; +L_ASET *set; +RB_TYPE key; + + PROCNAME("l_asetCreateFromDna"); + + if (!da) + return (L_ASET *)ERROR_PTR("da not defined", procName, NULL); + + set = l_asetCreate(L_FLOAT_TYPE); + n = l_dnaGetCount(da); + for (i = 0; i < n; i++) { + l_dnaGetDValue(da, i, &val); + key.ftype = val; + l_asetInsert(set, key); + } + + return set; +} + + +/*----------------------------------------------------------------------* + * Miscellaneous operations * + *----------------------------------------------------------------------*/ +/*! + * \brief l_dnaDiffAdjValues() + * + * \param[in] das input l_dna + * \return dad of difference values val[i+1] - val[i], + * or NULL on error + */ +L_DNA * +l_dnaDiffAdjValues(L_DNA *das) +{ +l_int32 i, n, prev, cur; +L_DNA *dad; + + PROCNAME("l_dnaDiffAdjValues"); + + if (!das) + return (L_DNA *)ERROR_PTR("das not defined", procName, NULL); + n = l_dnaGetCount(das); + dad = l_dnaCreate(n - 1); + prev = 0; + for (i = 1; i < n; i++) { + l_dnaGetIValue(das, i, &cur); + l_dnaAddNumber(dad, cur - prev); + prev = cur; + } + return dad; +} + diff --git a/3rdparty/hgOCR/leptonica/dnahash.c b/3rdparty/hgOCR/leptonica/dnahash.c new file mode 100644 index 00000000..ecac0676 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dnahash.c @@ -0,0 +1,589 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file dnahash.c + * 
+ *
+ *      DnaHash creation, destruction
+ *          L_DNAHASH   *l_dnaHashCreate()
+ *          void         l_dnaHashDestroy()
+ *
+ *      DnaHash: Accessors and modifiers                      *
+ *          l_int32      l_dnaHashGetCount()
+ *          l_int32      l_dnaHashGetTotalCount()
+ *          L_DNA       *l_dnaHashGetDna()
+ *          void         l_dnaHashAdd()
+ *
+ *      DnaHash: Operations on Dna
+ *          L_DNAHASH   *l_dnaHashCreateFromDna()
+ *          l_int32      l_dnaRemoveDupsByHash()
+ *          l_int32      l_dnaMakeHistoByHash()
+ *          L_DNA       *l_dnaIntersectionByHash()
+ *          l_int32      l_dnaFindValByHash()
+ *
+ *    (1) The DnaHash is an array of Dna.  It is useful for fast
+ *        storage and lookup for sets and maps.  If the set or map
+ *        is on a Dna itself, the hash is a simple function that
+ *        maps a double to a l_uint64; otherwise the function will
+ *        map a string or a (x,y) point to a l_uint64.  The result of
+ *        the map is the "key", which is then used with the mod
+ *        function to select which Dna array is to be used.  The
+ *        number of arrays in a DnaHash should be a prime number.
+ *        If there are N items, we set up the DnaHash array to have
+ *        approximately N/20 Dna, so the average size of these arrays
+ *        will be about 20 when fully populated.  The number 20 was
+ *        found empirically to be in a broad maximum of efficiency.
+ *    (2) Note that the word "hash" is overloaded.  There are actually
+ *        two hashing steps: the first hashes the object to a l_uint64,
+ *        called the "key", and the second uses the mod function to
+ *        "hash" the "key" to the index of a particular Dna in the
+ *        DnaHash array.
+ *    (3) Insertion and lookup time for DnaHash is O(1).  Hash collisions
+ *        are easily handled (we expect an average of 20 for each key),
+ *        so we can use simple (fast) hash functions: we deal with
+ *        collisions by storing an array for each hash key.
+ *        This can be contrasted with using rbtree for sets and
+ *        maps, where insertion and lookup are O(logN) and hash functions
+ *        are slower because they must be good enough (i.e, random
+ *        enough with arbitrary input) to avoid collisions.
+ *    (4) Hash functions that map points, strings and floats to l_uint64
+ *        are given in utils.c.
+ *    (5) The use of the DnaHash (and RBTree) with strings and
+ *        (x,y) points can be found in string2.c and ptafunc2.c, rsp.
+ *        This file has similar hash set functions, using DnaHash on
+ *        two input Dna, for removing duplicates and finding the
+ *        intersection.  It also uses DnaHash as a hash map to find
+ *        a histogram of counts from an input Dna.
+ *    (6) Comparisons in running time, between DnaHash and RBTree, for
+ *        large sets of strings and points, are given in prog/hashtest.c.
+ *    (7) This is a very simple implementation, that expects that you
+ *        know approximately (i.e., within a factor of 2 or 3) how many
+ *        items are to be stored when you initialize the DnaHash.
+ *        (It would be nice to modify the l_dnaHashAdd() function
+ *        to increase the number of bins when the average occupation
+ *        exceeds 40 or so.)
+ *    (8) Useful rule of thumb for hashing collisions:
+ *        For a random hashing function (say, from strings to l_uint64),
+ *        the probability of a collision increases as N^2 for N much
+ *        less than 2^32.  The quadratic behavior switches over to
+ *        approaching 1.0 around 2^32, which is the square root of 2^64.
+ *        So, for example, if you have 10^7 strings, the probability
+ *        of a single collision using an l_uint64 key is on the order of
+ *            (10^7/10^9)^2 ~ 10^-4.
+ *        For a million strings you don't need to worry about collisons
+ *        (~10-6 probability), and for most applications can use the
+ *        RBTree (sorting) implementation with confidence.
+ *
+ */ + +#include "allheaders.h" + +/*--------------------------------------------------------------------------* + * Dna hash: Creation and destruction * + *--------------------------------------------------------------------------*/ +/*! + * \brief l_dnaHashCreate() + * + * \param[in] nbuckets the number of buckets in the hash table, + * which should be prime. + * \param[in] initsize initial size of each allocated dna; 0 for default + * \return ptr to new dnahash, or NULL on error + * + * 
+ * Notes:
+ *      (1) Actual dna are created only as required by l_dnaHashAdd()
+ *
+ */ +L_DNAHASH * +l_dnaHashCreate(l_int32 nbuckets, + l_int32 initsize) +{ +L_DNAHASH *dahash; + + PROCNAME("l_dnaHashCreate"); + + if (nbuckets <= 0) + return (L_DNAHASH *)ERROR_PTR("negative hash size", procName, NULL); + dahash = (L_DNAHASH *)LEPT_CALLOC(1, sizeof(L_DNAHASH)); + if ((dahash->dna = (L_DNA **)LEPT_CALLOC(nbuckets, sizeof(L_DNA *))) + == NULL) { + LEPT_FREE(dahash); + return (L_DNAHASH *)ERROR_PTR("dna ptr array not made", procName, NULL); + } + + dahash->nbuckets = nbuckets; + dahash->initsize = initsize; + return dahash; +} + + +/*! + * \brief l_dnaHashDestroy() + * + * \param[in,out] pdahash will be set to null before returning + * \return void + */ +void +l_dnaHashDestroy(L_DNAHASH **pdahash) +{ +L_DNAHASH *dahash; +l_int32 i; + + PROCNAME("l_dnaHashDestroy"); + + if (pdahash == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + + if ((dahash = *pdahash) == NULL) + return; + + for (i = 0; i < dahash->nbuckets; i++) + l_dnaDestroy(&dahash->dna[i]); + LEPT_FREE(dahash->dna); + LEPT_FREE(dahash); + *pdahash = NULL; +} + + +/*--------------------------------------------------------------------------* + * Dna hash: Accessors and modifiers * + *--------------------------------------------------------------------------*/ +/*! + * \brief l_dnaHashGetCount() + * + * \param[in] dahash + * \return nbuckets allocated, or 0 on error + */ +l_int32 +l_dnaHashGetCount(L_DNAHASH *dahash) +{ + + PROCNAME("l_dnaHashGetCount"); + + if (!dahash) + return ERROR_INT("dahash not defined", procName, 0); + return dahash->nbuckets; +} + + +/*! + * \brief l_dnaHashGetTotalCount() + * + * \param[in] dahash + * \return n number of numbers in all dna, or 0 on error + */ +l_int32 +l_dnaHashGetTotalCount(L_DNAHASH *dahash) +{ +l_int32 i, n; +L_DNA *da; + + PROCNAME("l_dnaHashGetTotalCount"); + + if (!dahash) + return ERROR_INT("dahash not defined", procName, 0); + + for (i = 0, n = 0; i < dahash->nbuckets; i++) { + da = l_dnaHashGetDna(dahash, i, L_NOCOPY); + if (da) + n += l_dnaGetCount(da); + } + + return n; +} + + +/*! + * \brief l_dnaHashGetDna() + * + * \param[in] dahash + * \param[in] key key to be hashed into a bucket number + * \param[in] copyflag L_NOCOPY, L_COPY, L_CLONE + * \return ptr to dna + */ +L_DNA * +l_dnaHashGetDna(L_DNAHASH *dahash, + l_uint64 key, + l_int32 copyflag) +{ +l_int32 bucket; +L_DNA *da; + + PROCNAME("l_dnaHashGetDna"); + + if (!dahash) + return (L_DNA *)ERROR_PTR("dahash not defined", procName, NULL); + bucket = key % dahash->nbuckets; + da = dahash->dna[bucket]; + if (da) { + if (copyflag == L_NOCOPY) + return da; + else if (copyflag == L_COPY) + return l_dnaCopy(da); + else + return l_dnaClone(da); + } + else + return NULL; +} + + +/*! + * \brief l_dnaHashAdd() + * + * \param[in] dahash + * \param[in] key key to be hashed into a bucket number + * \param[in] value float value to be appended to the specific dna + * \return 0 if OK; 1 on error + */ +l_ok +l_dnaHashAdd(L_DNAHASH *dahash, + l_uint64 key, + l_float64 value) +{ +l_int32 bucket; +L_DNA *da; + + PROCNAME("l_dnaHashAdd"); + + if (!dahash) + return ERROR_INT("dahash not defined", procName, 1); + bucket = key % dahash->nbuckets; + da = dahash->dna[bucket]; + if (!da) { + if ((da = l_dnaCreate(dahash->initsize)) == NULL) + return ERROR_INT("da not made", procName, 1); + dahash->dna[bucket] = da; + } + l_dnaAddNumber(da, value); + return 0; +} + + +/*--------------------------------------------------------------------------* + * DnaHash: Operations on Dna * + *--------------------------------------------------------------------------*/ +/*! + * \brief l_dnaHashCreateFromDna() + * + * \param[in] da + * \return dahash if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) The values stored in the %dahash are indices into %da;
+ *          %dahash has no use without %da.
+ *
+ */ +L_DNAHASH * +l_dnaHashCreateFromDna(L_DNA *da) +{ +l_int32 i, n; +l_uint32 nsize; +l_uint64 key; +l_float64 val; +L_DNAHASH *dahash; + + PROCNAME("l_dnaHashCreateFromDna"); + + if (!da) + return (L_DNAHASH *)ERROR_PTR("da not defined", procName, NULL); + + n = l_dnaGetCount(da); + findNextLargerPrime(n / 20, &nsize); /* buckets in hash table */ + + dahash = l_dnaHashCreate(nsize, 8); + for (i = 0; i < n; i++) { + l_dnaGetDValue(da, i, &val); + l_hashFloat64ToUint64(nsize, val, &key); + l_dnaHashAdd(dahash, key, (l_float64)i); + } + + return dahash; +} + + +/*! + * \brief l_dnaRemoveDupsByHash() + * + * \param[in] das + * \param[out] pdad hash set + * \param[out] pdahash [optional] dnahash used for lookup + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Generates a dna with unique values.
+ *      (2) The dnahash is built up with dad to assure uniqueness.
+ *          It can be used to find if an element is in the set:
+ *              l_dnaFindValByHash(dad, dahash, val, &index)
+ *
+ */ +l_ok +l_dnaRemoveDupsByHash(L_DNA *das, + L_DNA **pdad, + L_DNAHASH **pdahash) +{ +l_int32 i, n, index, items; +l_uint32 nsize; +l_uint64 key; +l_float64 val; +L_DNA *dad; +L_DNAHASH *dahash; + + PROCNAME("l_dnaRemoveDupsByHash"); + + if (pdahash) *pdahash = NULL; + if (!pdad) + return ERROR_INT("&dad not defined", procName, 1); + *pdad = NULL; + if (!das) + return ERROR_INT("das not defined", procName, 1); + + n = l_dnaGetCount(das); + findNextLargerPrime(n / 20, &nsize); /* buckets in hash table */ + dahash = l_dnaHashCreate(nsize, 8); + dad = l_dnaCreate(n); + *pdad = dad; + for (i = 0, items = 0; i < n; i++) { + l_dnaGetDValue(das, i, &val); + l_dnaFindValByHash(dad, dahash, val, &index); + if (index < 0) { /* not found */ + l_hashFloat64ToUint64(nsize, val, &key); + l_dnaHashAdd(dahash, key, (l_float64)items); + l_dnaAddNumber(dad, val); + items++; + } + } + + if (pdahash) + *pdahash = dahash; + else + l_dnaHashDestroy(&dahash); + return 0; +} + + +/*! + * \brief l_dnaMakeHistoByHash() + * + * \param[in] das + * \param[out] pdahash hash map: val --> index + * \param[out] pdav array of values: index --> val + * \param[out] pdac histo array of counts: index --> count + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Generates and returns a dna of occurrences (histogram),
+ *          an aligned dna of values, and an associated hashmap.
+ *          The hashmap takes %dav and a value, and points into the
+ *          histogram in %dac.
+ *      (2) The dna of values, %dav, is aligned with the histogram %dac,
+ *          and is needed for fast lookup.  It is a hash set, because
+ *          the values are unique.
+ *      (3) Lookup is simple:
+ *              l_dnaFindValByHash(dav, dahash, val, &index);
+ *              if (index >= 0)
+ *                  l_dnaGetIValue(dac, index, &icount);
+ *              else
+ *                  icount = 0;
+ *
+ */ +l_ok +l_dnaMakeHistoByHash(L_DNA *das, + L_DNAHASH **pdahash, + L_DNA **pdav, + L_DNA **pdac) +{ +l_int32 i, n, nitems, index, count; +l_uint32 nsize; +l_uint64 key; +l_float64 val; +L_DNA *dac, *dav; +L_DNAHASH *dahash; + + PROCNAME("l_dnaMakeHistoByHash"); + + if (pdahash) *pdahash = NULL; + if (pdac) *pdac = NULL; + if (pdav) *pdav = NULL; + if (!pdahash || !pdac || !pdav) + return ERROR_INT("&dahash, &dac, &dav not all defined", procName, 1); + if (!das) + return ERROR_INT("das not defined", procName, 1); + if ((n = l_dnaGetCount(das)) == 0) + return ERROR_INT("no data in das", procName, 1); + + findNextLargerPrime(n / 20, &nsize); /* buckets in hash table */ + dahash = l_dnaHashCreate(nsize, 8); + dac = l_dnaCreate(n); /* histogram */ + dav = l_dnaCreate(n); /* the values */ + for (i = 0, nitems = 0; i < n; i++) { + l_dnaGetDValue(das, i, &val); + /* Is this value already stored in dav? */ + l_dnaFindValByHash(dav, dahash, val, &index); + if (index >= 0) { /* found */ + l_dnaGetIValue(dac, (l_float64)index, &count); + l_dnaSetValue(dac, (l_float64)index, count + 1); + } else { /* not found */ + l_hashFloat64ToUint64(nsize, val, &key); + l_dnaHashAdd(dahash, key, (l_float64)nitems); + l_dnaAddNumber(dav, val); + l_dnaAddNumber(dac, 1); + nitems++; + } + } + + *pdahash = dahash; + *pdac = dac; + *pdav = dav; + return 0; +} + + +/*! + * \brief l_dnaIntersectionByHash() + * + * \param[in] da1, da2 + * \return dad intersection of the number arrays, or NULL on error + * + * 
+ * Notes:
+ *      (1) This uses the same method for building the intersection set
+ *          as ptaIntersectionByHash() and sarrayIntersectionByHash().
+ *
+ */ +L_DNA * +l_dnaIntersectionByHash(L_DNA *da1, + L_DNA *da2) +{ +l_int32 n1, n2, nsmall, nbuckets, i, index1, index2; +l_uint32 nsize2; +l_uint64 key; +l_float64 val; +L_DNAHASH *dahash1, *dahash2; +L_DNA *da_small, *da_big, *dad; + + PROCNAME("l_dnaIntersectionByHash"); + + if (!da1) + return (L_DNA *)ERROR_PTR("da1 not defined", procName, NULL); + if (!da2) + return (L_DNA *)ERROR_PTR("da2 not defined", procName, NULL); + + /* Put the elements of the biggest array into a dnahash */ + n1 = l_dnaGetCount(da1); + n2 = l_dnaGetCount(da2); + da_small = (n1 < n2) ? da1 : da2; /* do not destroy da_small */ + da_big = (n1 < n2) ? da2 : da1; /* do not destroy da_big */ + dahash1 = l_dnaHashCreateFromDna(da_big); + + /* Build up the intersection of numbers. Add to %dad + * if the number is in da_big (using dahash1) but hasn't + * yet been seen in the traversal of da_small (using dahash2). */ + dad = l_dnaCreate(0); + nsmall = l_dnaGetCount(da_small); + findNextLargerPrime(nsmall / 20, &nsize2); /* buckets in hash table */ + dahash2 = l_dnaHashCreate(nsize2, 0); + nbuckets = l_dnaHashGetCount(dahash2); + for (i = 0; i < nsmall; i++) { + l_dnaGetDValue(da_small, i, &val); + l_dnaFindValByHash(da_big, dahash1, val, &index1); + if (index1 >= 0) { /* found */ + l_dnaFindValByHash(da_small, dahash2, val, &index2); + if (index2 == -1) { /* not found */ + l_dnaAddNumber(dad, val); + l_hashFloat64ToUint64(nbuckets, val, &key); + l_dnaHashAdd(dahash2, key, (l_float64)i); + } + } + } + + l_dnaHashDestroy(&dahash1); + l_dnaHashDestroy(&dahash2); + return dad; +} + + +/*! + * \brief l_dnaFindValByHash() + * + * \param[in] da + * \param[in] dahash containing indices into %da + * \param[in] val searching for this number in %da + * \param[out] pindex index into da if found; -1 otherwise + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Algo: hash %val into a key; hash the key to get the dna
+ *                in %dahash (that holds indices into %da); traverse
+ *                the dna of indices looking for %val in %da.
+ *
+ */ +l_ok +l_dnaFindValByHash(L_DNA *da, + L_DNAHASH *dahash, + l_float64 val, + l_int32 *pindex) +{ +l_int32 i, nbuckets, nvals, indexval; +l_float64 vali; +l_uint64 key; +L_DNA *da1; + + PROCNAME("l_dnaFindValByHash"); + + if (!pindex) + return ERROR_INT("&index not defined", procName, 1); + *pindex = -1; + if (!da) + return ERROR_INT("da not defined", procName, 1); + if (!dahash) + return ERROR_INT("dahash not defined", procName, 1); + + nbuckets = l_dnaHashGetCount(dahash); + l_hashFloat64ToUint64(nbuckets, val, &key); + da1 = l_dnaHashGetDna(dahash, key, L_NOCOPY); + if (!da1) return 0; + + /* Run through da1, looking for this %val */ + nvals = l_dnaGetCount(da1); + for (i = 0; i < nvals; i++) { + l_dnaGetIValue(da1, i, &indexval); + l_dnaGetDValue(da, indexval, &vali); + if (val == vali) { + *pindex = indexval; + return 0; + } + } + + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/dwacomb.2.c b/3rdparty/hgOCR/leptonica/dwacomb.2.c new file mode 100644 index 00000000..438e3f0a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dwacomb.2.c @@ -0,0 +1,295 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * Top-level fast binary morphology with auto-generated sels + * + * PIX *pixMorphDwa_2() + * PIX *pixFMorphopGen_2() + */ + +#include +#include "allheaders.h" + +PIX *pixMorphDwa_2(PIX *pixd, PIX *pixs, l_int32 operation, char *selname); +PIX *pixFMorphopGen_2(PIX *pixd, PIX *pixs, l_int32 operation, char *selname); +l_int32 fmorphopgen_low_2(l_uint32 *datad, l_int32 w, + l_int32 h, l_int32 wpld, + l_uint32 *datas, l_int32 wpls, + l_int32 index); + +static l_int32 NUM_SELS_GENERATED = 76; +static char SEL_NAMES[][80] = { + "sel_comb_4h", + "sel_comb_4v", + "sel_comb_5h", + "sel_comb_5v", + "sel_comb_6h", + "sel_comb_6v", + "sel_comb_7h", + "sel_comb_7v", + "sel_comb_8h", + "sel_comb_8v", + "sel_comb_9h", + "sel_comb_9v", + "sel_comb_10h", + "sel_comb_10v", + "sel_comb_12h", + "sel_comb_12v", + "sel_comb_14h", + "sel_comb_14v", + "sel_comb_15h", + "sel_comb_15v", + "sel_comb_16h", + "sel_comb_16v", + "sel_comb_18h", + "sel_comb_18v", + "sel_comb_20h", + "sel_comb_20v", + "sel_comb_21h", + "sel_comb_21v", + "sel_comb_22h", + "sel_comb_22v", + "sel_comb_24h", + "sel_comb_24v", + "sel_comb_25h", + "sel_comb_25v", + "sel_comb_27h", + "sel_comb_27v", + "sel_comb_28h", + "sel_comb_28v", + "sel_comb_30h", + "sel_comb_30v", + "sel_comb_32h", + "sel_comb_32v", + "sel_comb_33h", + "sel_comb_33v", + "sel_comb_35h", + "sel_comb_35v", + "sel_comb_36h", + "sel_comb_36v", + "sel_comb_39h", + "sel_comb_39v", + "sel_comb_40h", + "sel_comb_40v", + "sel_comb_42h", + "sel_comb_42v", + "sel_comb_44h", + "sel_comb_44v", + "sel_comb_45h", + "sel_comb_45v", + "sel_comb_48h", + "sel_comb_48v", + "sel_comb_49h", + "sel_comb_49v", + "sel_comb_50h", + "sel_comb_50v", + "sel_comb_52h", + "sel_comb_52v", + "sel_comb_54h", + "sel_comb_54v", + "sel_comb_55h", + "sel_comb_55v", + "sel_comb_56h", + "sel_comb_56v", + "sel_comb_60h", + "sel_comb_60v", + "sel_comb_63h", + "sel_comb_63v"}; + +/*! + * \brief pixMorphDwa_2() + * + * \param[in] pixd usual 3 choices: null, == pixs, != pixs + * \param[in] pixs 1 bpp + * \param[in] operation L_MORPH_DILATE, L_MORPH_ERODE, + * L_MORPH_OPEN, L_MORPH_CLOSE + * \param[in] sel name + * \return pixd + * + * 
+ * Notes:
+ *      (1) This simply adds a border, calls the appropriate
+ *          pixFMorphopGen_*(), and removes the border.
+ *          See the notes for that function.
+ *      (2) The size of the border depends on the operation
+ *          and the boundary conditions.
+ *
+ */ +PIX * +pixMorphDwa_2(PIX *pixd, + PIX *pixs, + l_int32 operation, + char *selname) +{ +l_int32 bordercolor, bordersize; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixMorphDwa_2"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, pixd); + + /* Set the border size */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + bordersize = 32; + if (bordercolor == 0 && operation == L_MORPH_CLOSE) + bordersize += 32; + + pixt1 = pixAddBorder(pixs, bordersize, 0); + pixt2 = pixFMorphopGen_2(NULL, pixt1, operation, selname); + pixt3 = pixRemoveBorder(pixt2, bordersize); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixCopy(pixd, pixt3); + pixDestroy(&pixt3); + return pixd; +} + + +/*! + * \brief pixFMorphopGen_2() + * + * \param[in] pixd usual 3 choices: null, == pixs, != pixs + * \param[in] pixs 1 bpp + * \param[in] operation L_MORPH_DILATE, L_MORPH_ERODE, + * L_MORPH_OPEN, L_MORPH_CLOSE + * \param[in] sel name + * \return pixd + * + * 
+ * Notes:
+ *      (1) This is a dwa operation, and the Sels must be limited in
+ *          size to not more than 31 pixels about the origin.
+ *      (2) A border of appropriate size (32 pixels, or 64 pixels
+ *          for safe closing with asymmetric b.c.) must be added before
+ *          this function is called.
+ *      (3) This handles all required setting of the border pixels
+ *          before erosion and dilation.
+ *      (4) The closing operation is safe; no pixels can be removed
+ *          near the boundary.
+ *
+ */ +PIX * +pixFMorphopGen_2(PIX *pixd, + PIX *pixs, + l_int32 operation, + char *selname) +{ +l_int32 i, index, found, w, h, wpls, wpld, bordercolor, erodeop, borderop; +l_uint32 *datad, *datas, *datat; +PIX *pixt; + + PROCNAME("pixFMorphopGen_2"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, pixd); + + /* Get boundary colors to use */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + if (bordercolor == 1) + erodeop = PIX_SET; + else + erodeop = PIX_CLR; + + found = FALSE; + for (i = 0; i < NUM_SELS_GENERATED; i++) { + if (strcmp(selname, SEL_NAMES[i]) == 0) { + found = TRUE; + index = 2 * i; + break; + } + } + if (found == FALSE) + return (PIX *)ERROR_PTR("sel index not found", procName, pixd); + + if (!pixd) { + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + else /* for in-place or pre-allocated */ + pixResizeImageData(pixd, pixs); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + + /* The images must be surrounded, in advance, with a border of + * size 32 pixels (or 64, for closing), that we'll read from. + * Fabricate a "proper" image as the subimage within the 32 + * pixel border, having the following parameters: */ + w = pixGetWidth(pixs) - 64; + h = pixGetHeight(pixs) - 64; + datas = pixGetData(pixs) + 32 * wpls + 1; + datad = pixGetData(pixd) + 32 * wpld + 1; + + if (operation == L_MORPH_DILATE || operation == L_MORPH_ERODE) { + borderop = PIX_CLR; + if (operation == L_MORPH_ERODE) { + borderop = erodeop; + index++; + } + if (pixd == pixs) { /* in-place; generate a temp image */ + if ((pixt = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + datat = pixGetData(pixt) + 32 * wpls + 1; + pixSetOrClearBorder(pixt, 32, 32, 32, 32, borderop); + fmorphopgen_low_2(datad, w, h, wpld, datat, wpls, index); + pixDestroy(&pixt); + } + else { /* not in-place */ + pixSetOrClearBorder(pixs, 32, 32, 32, 32, borderop); + fmorphopgen_low_2(datad, w, h, wpld, datas, wpls, index); + } + } + else { /* opening or closing; generate a temp image */ + if ((pixt = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + datat = pixGetData(pixt) + 32 * wpls + 1; + if (operation == L_MORPH_OPEN) { + pixSetOrClearBorder(pixs, 32, 32, 32, 32, erodeop); + fmorphopgen_low_2(datat, w, h, wpls, datas, wpls, index+1); + pixSetOrClearBorder(pixt, 32, 32, 32, 32, PIX_CLR); + fmorphopgen_low_2(datad, w, h, wpld, datat, wpls, index); + } + else { /* closing */ + pixSetOrClearBorder(pixs, 32, 32, 32, 32, PIX_CLR); + fmorphopgen_low_2(datat, w, h, wpls, datas, wpls, index); + pixSetOrClearBorder(pixt, 32, 32, 32, 32, erodeop); + fmorphopgen_low_2(datad, w, h, wpld, datat, wpls, index+1); + } + pixDestroy(&pixt); + } + + return pixd; +} + diff --git a/3rdparty/hgOCR/leptonica/dwacomblow.2.c b/3rdparty/hgOCR/leptonica/dwacomblow.2.c new file mode 100644 index 00000000..2831b9bb --- /dev/null +++ b/3rdparty/hgOCR/leptonica/dwacomblow.2.c @@ -0,0 +1,4966 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * Low-level fast binary morphology with auto-generated sels + * + * Dispatcher: + * l_int32 fmorphopgen_low_2() + * + * Static Low-level: + * void fdilate_2_*() + * void ferode_2_*() + */ + +#include "allheaders.h" + +static void fdilate_2_0(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_0(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_1(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_1(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_2(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_2(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_3(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_3(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_4(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_4(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_5(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_5(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_6(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_6(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_7(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_7(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_8(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_8(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_9(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_9(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_10(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_10(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_11(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_11(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_12(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_12(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_13(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_13(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_14(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_14(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_15(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_15(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_16(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_16(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_17(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_17(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_18(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_18(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_19(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_19(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_20(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_20(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_21(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_21(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_22(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_22(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_23(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_23(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_24(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_24(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_25(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_25(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_26(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_26(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_27(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_27(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_28(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_28(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_29(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_29(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_30(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_30(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_31(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_31(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_32(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_32(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_33(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_33(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_34(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_34(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_35(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_35(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_36(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_36(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_37(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_37(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_38(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_38(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_39(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_39(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_40(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_40(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_41(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_41(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_42(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_42(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_43(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_43(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_44(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_44(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_45(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_45(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_46(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_46(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_47(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_47(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_48(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_48(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_49(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_49(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_50(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_50(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_51(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_51(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_52(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_52(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_53(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_53(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_54(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_54(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_55(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_55(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_56(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_56(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_57(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_57(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_58(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_58(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_59(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_59(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_60(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_60(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_61(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_61(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_62(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_62(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_63(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_63(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_64(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_64(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_65(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_65(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_66(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_66(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_67(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_67(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_68(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_68(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_69(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_69(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_70(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_70(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_71(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_71(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_72(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_72(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_73(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_73(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_74(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_74(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_2_75(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_2_75(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); + + +/*---------------------------------------------------------------------* + * Fast morph dispatcher * + *---------------------------------------------------------------------*/ +/*! + * fmorphopgen_low_2() + * + * a dispatcher to appropriate low-level code + */ +l_int32 +fmorphopgen_low_2(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 index) +{ + + switch (index) + { + case 0: + fdilate_2_0(datad, w, h, wpld, datas, wpls); + break; + case 1: + ferode_2_0(datad, w, h, wpld, datas, wpls); + break; + case 2: + fdilate_2_1(datad, w, h, wpld, datas, wpls); + break; + case 3: + ferode_2_1(datad, w, h, wpld, datas, wpls); + break; + case 4: + fdilate_2_2(datad, w, h, wpld, datas, wpls); + break; + case 5: + ferode_2_2(datad, w, h, wpld, datas, wpls); + break; + case 6: + fdilate_2_3(datad, w, h, wpld, datas, wpls); + break; + case 7: + ferode_2_3(datad, w, h, wpld, datas, wpls); + break; + case 8: + fdilate_2_4(datad, w, h, wpld, datas, wpls); + break; + case 9: + ferode_2_4(datad, w, h, wpld, datas, wpls); + break; + case 10: + fdilate_2_5(datad, w, h, wpld, datas, wpls); + break; + case 11: + ferode_2_5(datad, w, h, wpld, datas, wpls); + break; + case 12: + fdilate_2_6(datad, w, h, wpld, datas, wpls); + break; + case 13: + ferode_2_6(datad, w, h, wpld, datas, wpls); + break; + case 14: + fdilate_2_7(datad, w, h, wpld, datas, wpls); + break; + case 15: + ferode_2_7(datad, w, h, wpld, datas, wpls); + break; + case 16: + fdilate_2_8(datad, w, h, wpld, datas, wpls); + break; + case 17: + ferode_2_8(datad, w, h, wpld, datas, wpls); + break; + case 18: + fdilate_2_9(datad, w, h, wpld, datas, wpls); + break; + case 19: + ferode_2_9(datad, w, h, wpld, datas, wpls); + break; + case 20: + fdilate_2_10(datad, w, h, wpld, datas, wpls); + break; + case 21: + ferode_2_10(datad, w, h, wpld, datas, wpls); + break; + case 22: + fdilate_2_11(datad, w, h, wpld, datas, wpls); + break; + case 23: + ferode_2_11(datad, w, h, wpld, datas, wpls); + break; + case 24: + fdilate_2_12(datad, w, h, wpld, datas, wpls); + break; + case 25: + ferode_2_12(datad, w, h, wpld, datas, wpls); + break; + case 26: + fdilate_2_13(datad, w, h, wpld, datas, wpls); + break; + case 27: + ferode_2_13(datad, w, h, wpld, datas, wpls); + break; + case 28: + fdilate_2_14(datad, w, h, wpld, datas, wpls); + break; + case 29: + ferode_2_14(datad, w, h, wpld, datas, wpls); + break; + case 30: + fdilate_2_15(datad, w, h, wpld, datas, wpls); + break; + case 31: + ferode_2_15(datad, w, h, wpld, datas, wpls); + break; + case 32: + fdilate_2_16(datad, w, h, wpld, datas, wpls); + break; + case 33: + ferode_2_16(datad, w, h, wpld, datas, wpls); + break; + case 34: + fdilate_2_17(datad, w, h, wpld, datas, wpls); + break; + case 35: + ferode_2_17(datad, w, h, wpld, datas, wpls); + break; + case 36: + fdilate_2_18(datad, w, h, wpld, datas, wpls); + break; + case 37: + ferode_2_18(datad, w, h, wpld, datas, wpls); + break; + case 38: + fdilate_2_19(datad, w, h, wpld, datas, wpls); + break; + case 39: + ferode_2_19(datad, w, h, wpld, datas, wpls); + break; + case 40: + fdilate_2_20(datad, w, h, wpld, datas, wpls); + break; + case 41: + ferode_2_20(datad, w, h, wpld, datas, wpls); + break; + case 42: + fdilate_2_21(datad, w, h, wpld, datas, wpls); + break; + case 43: + ferode_2_21(datad, w, h, wpld, datas, wpls); + break; + case 44: + fdilate_2_22(datad, w, h, wpld, datas, wpls); + break; + case 45: + ferode_2_22(datad, w, h, wpld, datas, wpls); + break; + case 46: + fdilate_2_23(datad, w, h, wpld, datas, wpls); + break; + case 47: + ferode_2_23(datad, w, h, wpld, datas, wpls); + break; + case 48: + fdilate_2_24(datad, w, h, wpld, datas, wpls); + break; + case 49: + ferode_2_24(datad, w, h, wpld, datas, wpls); + break; + case 50: + fdilate_2_25(datad, w, h, wpld, datas, wpls); + break; + case 51: + ferode_2_25(datad, w, h, wpld, datas, wpls); + break; + case 52: + fdilate_2_26(datad, w, h, wpld, datas, wpls); + break; + case 53: + ferode_2_26(datad, w, h, wpld, datas, wpls); + break; + case 54: + fdilate_2_27(datad, w, h, wpld, datas, wpls); + break; + case 55: + ferode_2_27(datad, w, h, wpld, datas, wpls); + break; + case 56: + fdilate_2_28(datad, w, h, wpld, datas, wpls); + break; + case 57: + ferode_2_28(datad, w, h, wpld, datas, wpls); + break; + case 58: + fdilate_2_29(datad, w, h, wpld, datas, wpls); + break; + case 59: + ferode_2_29(datad, w, h, wpld, datas, wpls); + break; + case 60: + fdilate_2_30(datad, w, h, wpld, datas, wpls); + break; + case 61: + ferode_2_30(datad, w, h, wpld, datas, wpls); + break; + case 62: + fdilate_2_31(datad, w, h, wpld, datas, wpls); + break; + case 63: + ferode_2_31(datad, w, h, wpld, datas, wpls); + break; + case 64: + fdilate_2_32(datad, w, h, wpld, datas, wpls); + break; + case 65: + ferode_2_32(datad, w, h, wpld, datas, wpls); + break; + case 66: + fdilate_2_33(datad, w, h, wpld, datas, wpls); + break; + case 67: + ferode_2_33(datad, w, h, wpld, datas, wpls); + break; + case 68: + fdilate_2_34(datad, w, h, wpld, datas, wpls); + break; + case 69: + ferode_2_34(datad, w, h, wpld, datas, wpls); + break; + case 70: + fdilate_2_35(datad, w, h, wpld, datas, wpls); + break; + case 71: + ferode_2_35(datad, w, h, wpld, datas, wpls); + break; + case 72: + fdilate_2_36(datad, w, h, wpld, datas, wpls); + break; + case 73: + ferode_2_36(datad, w, h, wpld, datas, wpls); + break; + case 74: + fdilate_2_37(datad, w, h, wpld, datas, wpls); + break; + case 75: + ferode_2_37(datad, w, h, wpld, datas, wpls); + break; + case 76: + fdilate_2_38(datad, w, h, wpld, datas, wpls); + break; + case 77: + ferode_2_38(datad, w, h, wpld, datas, wpls); + break; + case 78: + fdilate_2_39(datad, w, h, wpld, datas, wpls); + break; + case 79: + ferode_2_39(datad, w, h, wpld, datas, wpls); + break; + case 80: + fdilate_2_40(datad, w, h, wpld, datas, wpls); + break; + case 81: + ferode_2_40(datad, w, h, wpld, datas, wpls); + break; + case 82: + fdilate_2_41(datad, w, h, wpld, datas, wpls); + break; + case 83: + ferode_2_41(datad, w, h, wpld, datas, wpls); + break; + case 84: + fdilate_2_42(datad, w, h, wpld, datas, wpls); + break; + case 85: + ferode_2_42(datad, w, h, wpld, datas, wpls); + break; + case 86: + fdilate_2_43(datad, w, h, wpld, datas, wpls); + break; + case 87: + ferode_2_43(datad, w, h, wpld, datas, wpls); + break; + case 88: + fdilate_2_44(datad, w, h, wpld, datas, wpls); + break; + case 89: + ferode_2_44(datad, w, h, wpld, datas, wpls); + break; + case 90: + fdilate_2_45(datad, w, h, wpld, datas, wpls); + break; + case 91: + ferode_2_45(datad, w, h, wpld, datas, wpls); + break; + case 92: + fdilate_2_46(datad, w, h, wpld, datas, wpls); + break; + case 93: + ferode_2_46(datad, w, h, wpld, datas, wpls); + break; + case 94: + fdilate_2_47(datad, w, h, wpld, datas, wpls); + break; + case 95: + ferode_2_47(datad, w, h, wpld, datas, wpls); + break; + case 96: + fdilate_2_48(datad, w, h, wpld, datas, wpls); + break; + case 97: + ferode_2_48(datad, w, h, wpld, datas, wpls); + break; + case 98: + fdilate_2_49(datad, w, h, wpld, datas, wpls); + break; + case 99: + ferode_2_49(datad, w, h, wpld, datas, wpls); + break; + case 100: + fdilate_2_50(datad, w, h, wpld, datas, wpls); + break; + case 101: + ferode_2_50(datad, w, h, wpld, datas, wpls); + break; + case 102: + fdilate_2_51(datad, w, h, wpld, datas, wpls); + break; + case 103: + ferode_2_51(datad, w, h, wpld, datas, wpls); + break; + case 104: + fdilate_2_52(datad, w, h, wpld, datas, wpls); + break; + case 105: + ferode_2_52(datad, w, h, wpld, datas, wpls); + break; + case 106: + fdilate_2_53(datad, w, h, wpld, datas, wpls); + break; + case 107: + ferode_2_53(datad, w, h, wpld, datas, wpls); + break; + case 108: + fdilate_2_54(datad, w, h, wpld, datas, wpls); + break; + case 109: + ferode_2_54(datad, w, h, wpld, datas, wpls); + break; + case 110: + fdilate_2_55(datad, w, h, wpld, datas, wpls); + break; + case 111: + ferode_2_55(datad, w, h, wpld, datas, wpls); + break; + case 112: + fdilate_2_56(datad, w, h, wpld, datas, wpls); + break; + case 113: + ferode_2_56(datad, w, h, wpld, datas, wpls); + break; + case 114: + fdilate_2_57(datad, w, h, wpld, datas, wpls); + break; + case 115: + ferode_2_57(datad, w, h, wpld, datas, wpls); + break; + case 116: + fdilate_2_58(datad, w, h, wpld, datas, wpls); + break; + case 117: + ferode_2_58(datad, w, h, wpld, datas, wpls); + break; + case 118: + fdilate_2_59(datad, w, h, wpld, datas, wpls); + break; + case 119: + ferode_2_59(datad, w, h, wpld, datas, wpls); + break; + case 120: + fdilate_2_60(datad, w, h, wpld, datas, wpls); + break; + case 121: + ferode_2_60(datad, w, h, wpld, datas, wpls); + break; + case 122: + fdilate_2_61(datad, w, h, wpld, datas, wpls); + break; + case 123: + ferode_2_61(datad, w, h, wpld, datas, wpls); + break; + case 124: + fdilate_2_62(datad, w, h, wpld, datas, wpls); + break; + case 125: + ferode_2_62(datad, w, h, wpld, datas, wpls); + break; + case 126: + fdilate_2_63(datad, w, h, wpld, datas, wpls); + break; + case 127: + ferode_2_63(datad, w, h, wpld, datas, wpls); + break; + case 128: + fdilate_2_64(datad, w, h, wpld, datas, wpls); + break; + case 129: + ferode_2_64(datad, w, h, wpld, datas, wpls); + break; + case 130: + fdilate_2_65(datad, w, h, wpld, datas, wpls); + break; + case 131: + ferode_2_65(datad, w, h, wpld, datas, wpls); + break; + case 132: + fdilate_2_66(datad, w, h, wpld, datas, wpls); + break; + case 133: + ferode_2_66(datad, w, h, wpld, datas, wpls); + break; + case 134: + fdilate_2_67(datad, w, h, wpld, datas, wpls); + break; + case 135: + ferode_2_67(datad, w, h, wpld, datas, wpls); + break; + case 136: + fdilate_2_68(datad, w, h, wpld, datas, wpls); + break; + case 137: + ferode_2_68(datad, w, h, wpld, datas, wpls); + break; + case 138: + fdilate_2_69(datad, w, h, wpld, datas, wpls); + break; + case 139: + ferode_2_69(datad, w, h, wpld, datas, wpls); + break; + case 140: + fdilate_2_70(datad, w, h, wpld, datas, wpls); + break; + case 141: + ferode_2_70(datad, w, h, wpld, datas, wpls); + break; + case 142: + fdilate_2_71(datad, w, h, wpld, datas, wpls); + break; + case 143: + ferode_2_71(datad, w, h, wpld, datas, wpls); + break; + case 144: + fdilate_2_72(datad, w, h, wpld, datas, wpls); + break; + case 145: + ferode_2_72(datad, w, h, wpld, datas, wpls); + break; + case 146: + fdilate_2_73(datad, w, h, wpld, datas, wpls); + break; + case 147: + ferode_2_73(datad, w, h, wpld, datas, wpls); + break; + case 148: + fdilate_2_74(datad, w, h, wpld, datas, wpls); + break; + case 149: + ferode_2_74(datad, w, h, wpld, datas, wpls); + break; + case 150: + fdilate_2_75(datad, w, h, wpld, datas, wpls); + break; + case 151: + ferode_2_75(datad, w, h, wpld, datas, wpls); + break; + } + + return 0; +} + + +/*--------------------------------------------------------------------------* + * Low-level auto-generated static routines * + *--------------------------------------------------------------------------*/ +/* + * N.B. In all the low-level routines, the part of the image + * that is accessed has been clipped by 32 pixels on + * all four sides. This is done in the higher level + * code by redefining w and h smaller and by moving the + * start-of-image pointers up to the beginning of this + * interior rectangle. + */ +static void +fdilate_2_0(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)); + } + } +} + +static void +ferode_2_0(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)); + } + } +} + +static void +fdilate_2_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls)) | + (*(sptr - wpls)); + } + } +} + +static void +ferode_2_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls)) & + (*(sptr + wpls)); + } + } +} + +static void +fdilate_2_2(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +ferode_2_2(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +fdilate_2_3(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +ferode_2_3(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +fdilate_2_4(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)); + } + } +} + +static void +ferode_2_4(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)); + } + } +} + +static void +fdilate_2_5(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls2)) | + (*(sptr - wpls)); + } + } +} + +static void +ferode_2_5(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls2)) & + (*(sptr + wpls)); + } + } +} + +static void +fdilate_2_6(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +ferode_2_6(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +fdilate_2_7(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +ferode_2_7(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr); + } + } +} + +static void +fdilate_2_8(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)); + } + } +} + +static void +ferode_2_8(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)); + } + } +} + +static void +fdilate_2_9(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls2)) | + (*(sptr - wpls2)); + } + } +} + +static void +ferode_2_9(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls2)) & + (*(sptr + wpls2)); + } + } +} + +static void +fdilate_2_10(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + (*sptr) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)); + } + } +} + +static void +ferode_2_10(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + (*sptr) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)); + } + } +} + +static void +fdilate_2_11(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; + + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls3)) | + (*sptr) | + (*(sptr - wpls3)); + } + } +} + +static void +ferode_2_11(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; + + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls3)) & + (*sptr) & + (*(sptr + wpls3)); + } + } +} + +static void +fdilate_2_12(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)); + } + } +} + +static void +ferode_2_12(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)); + } + } +} + +static void +fdilate_2_13(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; +l_int32 wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls3)) | + (*(sptr - wpls2)); + } + } +} + +static void +ferode_2_13(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; +l_int32 wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls3)) & + (*(sptr + wpls2)); + } + } +} + +static void +fdilate_2_14(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + (*sptr) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)); + } + } +} + +static void +ferode_2_14(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + (*sptr) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)); + } + } +} + +static void +fdilate_2_15(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; + + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls4)) | + (*sptr) | + (*(sptr - wpls4)); + } + } +} + +static void +ferode_2_15(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; + + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls4)) & + (*sptr) & + (*(sptr + wpls4)); + } + } +} + +static void +fdilate_2_16(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)); + } + } +} + +static void +ferode_2_16(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)); + } + } +} + +static void +fdilate_2_17(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls4; + + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls4)) | + (*(sptr - wpls3)); + } + } +} + +static void +ferode_2_17(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls4; + + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls4)) & + (*(sptr + wpls3)); + } + } +} + +static void +fdilate_2_18(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + (*sptr) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)); + } + } +} + +static void +ferode_2_18(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + (*sptr) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)); + } + } +} + +static void +fdilate_2_19(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; + + wpls5 = 5 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls5)) | + (*sptr) | + (*(sptr - wpls5)); + } + } +} + +static void +ferode_2_19(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; + + wpls5 = 5 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls5)) & + (*sptr) & + (*(sptr + wpls5)); + } + } +} + +static void +fdilate_2_20(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)); + } + } +} + +static void +ferode_2_20(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)); + } + } +} + +static void +fdilate_2_21(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; +l_int32 wpls6; + + wpls2 = 2 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls6)) | + (*(sptr + wpls2)) | + (*(sptr - wpls2)) | + (*(sptr - wpls6)); + } + } +} + +static void +ferode_2_21(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; +l_int32 wpls6; + + wpls2 = 2 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls6)) & + (*(sptr - wpls2)) & + (*(sptr + wpls2)) & + (*(sptr + wpls6)); + } + } +} + +static void +fdilate_2_22(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + (*sptr) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)); + } + } +} + +static void +ferode_2_22(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + (*sptr) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)); + } + } +} + +static void +fdilate_2_23(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls6; + + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls6)) | + (*sptr) | + (*(sptr - wpls6)); + } + } +} + +static void +ferode_2_23(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls6; + + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls6)) & + (*sptr) & + (*(sptr + wpls6)); + } + } +} + +static void +fdilate_2_24(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)); + } + } +} + +static void +ferode_2_24(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)); + } + } +} + +static void +fdilate_2_25(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; +l_int32 wpls3; +l_int32 wpls7; +l_int32 wpls8; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls8)) | + (*(sptr + wpls3)) | + (*(sptr - wpls2)) | + (*(sptr - wpls7)); + } + } +} + +static void +ferode_2_25(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; +l_int32 wpls3; +l_int32 wpls7; +l_int32 wpls8; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls8)) & + (*(sptr - wpls3)) & + (*(sptr + wpls2)) & + (*(sptr + wpls7)); + } + } +} + +static void +fdilate_2_26(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + (*sptr) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)); + } + } +} + +static void +ferode_2_26(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + (*sptr) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)); + } + } +} + +static void +fdilate_2_27(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls7; + + wpls7 = 7 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls7)) | + (*sptr) | + (*(sptr - wpls7)); + } + } +} + +static void +ferode_2_27(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls7; + + wpls7 = 7 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls7)) & + (*sptr) & + (*(sptr + wpls7)); + } + } +} + +static void +fdilate_2_28(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)); + } + } +} + +static void +ferode_2_28(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)); + } + } +} + +static void +fdilate_2_29(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls6; + + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls6)) | + (*(sptr - wpls5)); + } + } +} + +static void +ferode_2_29(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls6; + + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls6)) & + (*(sptr + wpls5)); + } + } +} + +static void +fdilate_2_30(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)); + } + } +} + +static void +ferode_2_30(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)); + } + } +} + +static void +fdilate_2_31(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls9; + + wpls3 = 3 * wpls; + wpls9 = 9 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls9)) | + (*(sptr + wpls3)) | + (*(sptr - wpls3)) | + (*(sptr - wpls9)); + } + } +} + +static void +ferode_2_31(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls9; + + wpls3 = 3 * wpls; + wpls9 = 9 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls9)) & + (*(sptr - wpls3)) & + (*(sptr + wpls3)) & + (*(sptr + wpls9)); + } + } +} + +static void +fdilate_2_32(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + (*sptr) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)); + } + } +} + +static void +ferode_2_32(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + (*sptr) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)); + } + } +} + +static void +fdilate_2_33(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls10; + + wpls5 = 5 * wpls; + wpls10 = 10 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls10)) | + (*(sptr + wpls5)) | + (*sptr) | + (*(sptr - wpls5)) | + (*(sptr - wpls10)); + } + } +} + +static void +ferode_2_33(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls10; + + wpls5 = 5 * wpls; + wpls10 = 10 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls10)) & + (*(sptr - wpls5)) & + (*sptr) & + (*(sptr + wpls5)) & + (*(sptr + wpls10)); + } + } +} + +static void +fdilate_2_34(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + (*sptr) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)); + } + } +} + +static void +ferode_2_34(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + (*sptr) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)); + } + } +} + +static void +fdilate_2_35(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls9; + + wpls9 = 9 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls9)) | + (*sptr) | + (*(sptr - wpls9)); + } + } +} + +static void +ferode_2_35(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls9; + + wpls9 = 9 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls9)) & + (*sptr) & + (*(sptr + wpls9)); + } + } +} + +static void +fdilate_2_36(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)); + } + } +} + +static void +ferode_2_36(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)); + } + } +} + +static void +fdilate_2_37(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls4; +l_int32 wpls10; +l_int32 wpls11; + + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls11)) | + (*(sptr + wpls4)) | + (*(sptr - wpls3)) | + (*(sptr - wpls10)); + } + } +} + +static void +ferode_2_37(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls4; +l_int32 wpls10; +l_int32 wpls11; + + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls11)) & + (*(sptr - wpls4)) & + (*(sptr + wpls3)) & + (*(sptr + wpls10)); + } + } +} + +static void +fdilate_2_38(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + (*sptr) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)); + } + } +} + +static void +ferode_2_38(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + (*sptr) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)); + } + } +} + +static void +fdilate_2_39(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls6; +l_int32 wpls12; + + wpls6 = 6 * wpls; + wpls12 = 12 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls12)) | + (*(sptr + wpls6)) | + (*sptr) | + (*(sptr - wpls6)) | + (*(sptr - wpls12)); + } + } +} + +static void +ferode_2_39(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls6; +l_int32 wpls12; + + wpls6 = 6 * wpls; + wpls12 = 12 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls12)) & + (*(sptr - wpls6)) & + (*sptr) & + (*(sptr + wpls6)) & + (*(sptr + wpls12)); + } + } +} + +static void +fdilate_2_40(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)); + } + } +} + +static void +ferode_2_40(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)); + } + } +} + +static void +fdilate_2_41(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; +l_int32 wpls12; + + wpls4 = 4 * wpls; + wpls12 = 12 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls12)) | + (*(sptr + wpls4)) | + (*(sptr - wpls4)) | + (*(sptr - wpls12)); + } + } +} + +static void +ferode_2_41(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; +l_int32 wpls12; + + wpls4 = 4 * wpls; + wpls12 = 12 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls12)) & + (*(sptr - wpls4)) & + (*(sptr + wpls4)) & + (*(sptr + wpls12)); + } + } +} + +static void +fdilate_2_42(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + (*sptr) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)); + } + } +} + +static void +ferode_2_42(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + (*sptr) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)); + } + } +} + +static void +fdilate_2_43(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls11; + + wpls11 = 11 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls11)) | + (*sptr) | + (*(sptr - wpls11)); + } + } +} + +static void +ferode_2_43(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls11; + + wpls11 = 11 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls11)) & + (*sptr) & + (*(sptr + wpls11)); + } + } +} + +static void +fdilate_2_44(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + (*sptr) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)); + } + } +} + +static void +ferode_2_44(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + (*sptr) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)); + } + } +} + +static void +fdilate_2_45(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls7; +l_int32 wpls14; + + wpls7 = 7 * wpls; + wpls14 = 14 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls14)) | + (*(sptr + wpls7)) | + (*sptr) | + (*(sptr - wpls7)) | + (*(sptr - wpls14)); + } + } +} + +static void +ferode_2_45(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls7; +l_int32 wpls14; + + wpls7 = 7 * wpls; + wpls14 = 14 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls14)) & + (*(sptr - wpls7)) & + (*sptr) & + (*(sptr + wpls7)) & + (*(sptr + wpls14)); + } + } +} + +static void +fdilate_2_46(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)); + } + } +} + +static void +ferode_2_46(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)); + } + } +} + +static void +fdilate_2_47(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls9; +l_int32 wpls15; + + wpls3 = 3 * wpls; + wpls9 = 9 * wpls; + wpls15 = 15 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls15)) | + (*(sptr + wpls9)) | + (*(sptr + wpls3)) | + (*(sptr - wpls3)) | + (*(sptr - wpls9)) | + (*(sptr - wpls15)); + } + } +} + +static void +ferode_2_47(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls9; +l_int32 wpls15; + + wpls3 = 3 * wpls; + wpls9 = 9 * wpls; + wpls15 = 15 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls15)) & + (*(sptr - wpls9)) & + (*(sptr - wpls3)) & + (*(sptr + wpls3)) & + (*(sptr + wpls9)) & + (*(sptr + wpls15)); + } + } +} + +static void +fdilate_2_48(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + (*sptr) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)); + } + } +} + +static void +ferode_2_48(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + (*sptr) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)); + } + } +} + +static void +fdilate_2_49(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls13; + + wpls13 = 13 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls13)) | + (*sptr) | + (*(sptr - wpls13)); + } + } +} + +static void +ferode_2_49(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls13; + + wpls13 = 13 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls13)) & + (*sptr) & + (*(sptr + wpls13)); + } + } +} + +static void +fdilate_2_50(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + (*sptr) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)); + } + } +} + +static void +ferode_2_50(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + (*sptr) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)); + } + } +} + +static void +fdilate_2_51(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls8; +l_int32 wpls16; + + wpls8 = 8 * wpls; + wpls16 = 16 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls16)) | + (*(sptr + wpls8)) | + (*sptr) | + (*(sptr - wpls8)) | + (*(sptr - wpls16)); + } + } +} + +static void +ferode_2_51(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls8; +l_int32 wpls16; + + wpls8 = 8 * wpls; + wpls16 = 16 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls16)) & + (*(sptr - wpls8)) & + (*sptr) & + (*(sptr + wpls8)) & + (*(sptr + wpls16)); + } + } +} + +static void +fdilate_2_52(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 17) | (*(sptr - 1) << 15)); + } + } +} + +static void +ferode_2_52(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 17) | (*(sptr + 1) >> 15)); + } + } +} + +static void +fdilate_2_53(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls4; +l_int32 wpls10; +l_int32 wpls11; +l_int32 wpls17; +l_int32 wpls18; + + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls18)) | + (*(sptr + wpls11)) | + (*(sptr + wpls4)) | + (*(sptr - wpls3)) | + (*(sptr - wpls10)) | + (*(sptr - wpls17)); + } + } +} + +static void +ferode_2_53(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls3; +l_int32 wpls4; +l_int32 wpls10; +l_int32 wpls11; +l_int32 wpls17; +l_int32 wpls18; + + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls18)) & + (*(sptr - wpls11)) & + (*(sptr - wpls4)) & + (*(sptr + wpls3)) & + (*(sptr + wpls10)) & + (*(sptr + wpls17)); + } + } +} + +static void +fdilate_2_54(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 17) | (*(sptr + 1) >> 15)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)); + } + } +} + +static void +ferode_2_54(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 17) | (*(sptr - 1) << 15)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)); + } + } +} + +static void +fdilate_2_55(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls6; +l_int32 wpls16; +l_int32 wpls17; + + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls17)) | + (*(sptr + wpls6)) | + (*(sptr - wpls5)) | + (*(sptr - wpls16)); + } + } +} + +static void +ferode_2_55(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls6; +l_int32 wpls16; +l_int32 wpls17; + + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls17)) & + (*(sptr - wpls6)) & + (*(sptr + wpls5)) & + (*(sptr + wpls16)); + } + } +} + +static void +fdilate_2_56(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + (*sptr) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 18) | (*(sptr - 1) << 14)); + } + } +} + +static void +ferode_2_56(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + (*sptr) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 18) | (*(sptr + 1) >> 14)); + } + } +} + +static void +fdilate_2_57(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls9; +l_int32 wpls18; + + wpls9 = 9 * wpls; + wpls18 = 18 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls18)) | + (*(sptr + wpls9)) | + (*sptr) | + (*(sptr - wpls9)) | + (*(sptr - wpls18)); + } + } +} + +static void +ferode_2_57(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls9; +l_int32 wpls18; + + wpls9 = 9 * wpls; + wpls18 = 18 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls18)) & + (*(sptr - wpls9)) & + (*sptr) & + (*(sptr + wpls9)) & + (*(sptr + wpls18)); + } + } +} + +static void +fdilate_2_58(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 20) | (*(sptr - 1) << 12)); + } + } +} + +static void +ferode_2_58(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 20) | (*(sptr + 1) >> 12)); + } + } +} + +static void +fdilate_2_59(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; +l_int32 wpls12; +l_int32 wpls20; + + wpls4 = 4 * wpls; + wpls12 = 12 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls20)) | + (*(sptr + wpls12)) | + (*(sptr + wpls4)) | + (*(sptr - wpls4)) | + (*(sptr - wpls12)) | + (*(sptr - wpls20)); + } + } +} + +static void +ferode_2_59(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; +l_int32 wpls12; +l_int32 wpls20; + + wpls4 = 4 * wpls; + wpls12 = 12 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls20)) & + (*(sptr - wpls12)) & + (*(sptr - wpls4)) & + (*(sptr + wpls4)) & + (*(sptr + wpls12)) & + (*(sptr + wpls20)); + } + } +} + +static void +fdilate_2_60(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 21) | (*(sptr + 1) >> 11)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + (*sptr) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 21) | (*(sptr - 1) << 11)); + } + } +} + +static void +ferode_2_60(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 21) | (*(sptr - 1) << 11)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + (*sptr) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 21) | (*(sptr + 1) >> 11)); + } + } +} + +static void +fdilate_2_61(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls7; +l_int32 wpls14; +l_int32 wpls21; + + wpls7 = 7 * wpls; + wpls14 = 14 * wpls; + wpls21 = 21 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls21)) | + (*(sptr + wpls14)) | + (*(sptr + wpls7)) | + (*sptr) | + (*(sptr - wpls7)) | + (*(sptr - wpls14)) | + (*(sptr - wpls21)); + } + } +} + +static void +ferode_2_61(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls7; +l_int32 wpls14; +l_int32 wpls21; + + wpls7 = 7 * wpls; + wpls14 = 14 * wpls; + wpls21 = 21 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls21)) & + (*(sptr - wpls14)) & + (*(sptr - wpls7)) & + (*sptr) & + (*(sptr + wpls7)) & + (*(sptr + wpls14)) & + (*(sptr + wpls21)); + } + } +} + +static void +fdilate_2_62(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + (*sptr) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 20) | (*(sptr - 1) << 12)); + } + } +} + +static void +ferode_2_62(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + (*sptr) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 20) | (*(sptr + 1) >> 12)); + } + } +} + +static void +fdilate_2_63(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls10; +l_int32 wpls20; + + wpls10 = 10 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls20)) | + (*(sptr + wpls10)) | + (*sptr) | + (*(sptr - wpls10)) | + (*(sptr - wpls20)); + } + } +} + +static void +ferode_2_63(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls10; +l_int32 wpls20; + + wpls10 = 10 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls20)) & + (*(sptr - wpls10)) & + (*sptr) & + (*(sptr + wpls10)) & + (*(sptr + wpls20)); + } + } +} + +static void +fdilate_2_64(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 19) | (*(sptr - 1) << 13)); + } + } +} + +static void +ferode_2_64(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 19) | (*(sptr + 1) >> 13)); + } + } +} + +static void +fdilate_2_65(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls6; +l_int32 wpls7; +l_int32 wpls19; +l_int32 wpls20; + + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls20)) | + (*(sptr + wpls7)) | + (*(sptr - wpls6)) | + (*(sptr - wpls19)); + } + } +} + +static void +ferode_2_65(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls6; +l_int32 wpls7; +l_int32 wpls19; +l_int32 wpls20; + + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls20)) & + (*(sptr - wpls7)) & + (*(sptr + wpls6)) & + (*(sptr + wpls19)); + } + } +} + +static void +fdilate_2_66(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 23) | (*(sptr + 1) >> 9)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 22) | (*(sptr - 1) << 10)); + } + } +} + +static void +ferode_2_66(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 23) | (*(sptr - 1) << 9)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 22) | (*(sptr + 1) >> 10)); + } + } +} + +static void +fdilate_2_67(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; +l_int32 wpls5; +l_int32 wpls13; +l_int32 wpls14; +l_int32 wpls22; +l_int32 wpls23; + + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls22 = 22 * wpls; + wpls23 = 23 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls23)) | + (*(sptr + wpls14)) | + (*(sptr + wpls5)) | + (*(sptr - wpls4)) | + (*(sptr - wpls13)) | + (*(sptr - wpls22)); + } + } +} + +static void +ferode_2_67(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls4; +l_int32 wpls5; +l_int32 wpls13; +l_int32 wpls14; +l_int32 wpls22; +l_int32 wpls23; + + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls22 = 22 * wpls; + wpls23 = 23 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls23)) & + (*(sptr - wpls14)) & + (*(sptr - wpls5)) & + (*(sptr + wpls4)) & + (*(sptr + wpls13)) & + (*(sptr + wpls22)); + } + } +} + +static void +fdilate_2_68(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 22) | (*(sptr + 1) >> 10)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + (*sptr) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 22) | (*(sptr - 1) << 10)); + } + } +} + +static void +ferode_2_68(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 22) | (*(sptr - 1) << 10)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + (*sptr) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 22) | (*(sptr + 1) >> 10)); + } + } +} + +static void +fdilate_2_69(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls11; +l_int32 wpls22; + + wpls11 = 11 * wpls; + wpls22 = 22 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls22)) | + (*(sptr + wpls11)) | + (*sptr) | + (*(sptr - wpls11)) | + (*(sptr - wpls22)); + } + } +} + +static void +ferode_2_69(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls11; +l_int32 wpls22; + + wpls11 = 11 * wpls; + wpls22 = 22 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls22)) & + (*(sptr - wpls11)) & + (*sptr) & + (*(sptr + wpls11)) & + (*(sptr + wpls22)); + } + } +} + +static void +fdilate_2_70(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 24) | (*(sptr + 1) >> 8)) | + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + (*sptr) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) | + ((*(sptr) >> 24) | (*(sptr - 1) << 8)); + } + } +} + +static void +ferode_2_70(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 24) | (*(sptr - 1) << 8)) & + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + (*sptr) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) & + ((*(sptr) << 24) | (*(sptr + 1) >> 8)); + } + } +} + +static void +fdilate_2_71(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls8; +l_int32 wpls16; +l_int32 wpls24; + + wpls8 = 8 * wpls; + wpls16 = 16 * wpls; + wpls24 = 24 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls24)) | + (*(sptr + wpls16)) | + (*(sptr + wpls8)) | + (*sptr) | + (*(sptr - wpls8)) | + (*(sptr - wpls16)) | + (*(sptr - wpls24)); + } + } +} + +static void +ferode_2_71(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls8; +l_int32 wpls16; +l_int32 wpls24; + + wpls8 = 8 * wpls; + wpls16 = 16 * wpls; + wpls24 = 24 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls24)) & + (*(sptr - wpls16)) & + (*(sptr - wpls8)) & + (*sptr) & + (*(sptr + wpls8)) & + (*(sptr + wpls16)) & + (*(sptr + wpls24)); + } + } +} + +static void +fdilate_2_72(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 25) | (*(sptr + 1) >> 7)) | + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) | + ((*(sptr) >> 25) | (*(sptr - 1) << 7)); + } + } +} + +static void +ferode_2_72(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 25) | (*(sptr - 1) << 7)) & + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) & + ((*(sptr) << 25) | (*(sptr + 1) >> 7)); + } + } +} + +static void +fdilate_2_73(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls15; +l_int32 wpls25; + + wpls5 = 5 * wpls; + wpls15 = 15 * wpls; + wpls25 = 25 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls25)) | + (*(sptr + wpls15)) | + (*(sptr + wpls5)) | + (*(sptr - wpls5)) | + (*(sptr - wpls15)) | + (*(sptr - wpls25)); + } + } +} + +static void +ferode_2_73(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls5; +l_int32 wpls15; +l_int32 wpls25; + + wpls5 = 5 * wpls; + wpls15 = 15 * wpls; + wpls25 = 25 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls25)) & + (*(sptr - wpls15)) & + (*(sptr - wpls5)) & + (*(sptr + wpls5)) & + (*(sptr + wpls15)) & + (*(sptr + wpls25)); + } + } +} + +static void +fdilate_2_74(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 27) | (*(sptr + 1) >> 5)) | + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + (*sptr) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) | + ((*(sptr) >> 27) | (*(sptr - 1) << 5)); + } + } +} + +static void +ferode_2_74(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 27) | (*(sptr - 1) << 5)) & + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + (*sptr) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) & + ((*(sptr) << 27) | (*(sptr + 1) >> 5)); + } + } +} + +static void +fdilate_2_75(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls9; +l_int32 wpls18; +l_int32 wpls27; + + wpls9 = 9 * wpls; + wpls18 = 18 * wpls; + wpls27 = 27 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls27)) | + (*(sptr + wpls18)) | + (*(sptr + wpls9)) | + (*sptr) | + (*(sptr - wpls9)) | + (*(sptr - wpls18)) | + (*(sptr - wpls27)); + } + } +} + +static void +ferode_2_75(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls9; +l_int32 wpls18; +l_int32 wpls27; + + wpls9 = 9 * wpls; + wpls18 = 18 * wpls; + wpls27 = 27 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls27)) & + (*(sptr - wpls18)) & + (*(sptr - wpls9)) & + (*sptr) & + (*(sptr + wpls9)) & + (*(sptr + wpls18)) & + (*(sptr + wpls27)); + } + } +} + diff --git a/3rdparty/hgOCR/leptonica/edge.c b/3rdparty/hgOCR/leptonica/edge.c new file mode 100644 index 00000000..d620cb8f --- /dev/null +++ b/3rdparty/hgOCR/leptonica/edge.c @@ -0,0 +1,644 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file edge.c + * 
+ *
+ *      Sobel edge detecting filter
+ *          PIX      *pixSobelEdgeFilter()
+ *
+ *      Two-sided edge gradient filter
+ *          PIX      *pixTwoSidedEdgeFilter()
+ *
+ *      Measurement of edge smoothness
+ *          l_int32   pixMeasureEdgeSmoothness()
+ *          NUMA     *pixGetEdgeProfile()
+ *          l_int32   pixGetLastOffPixelInRun()
+ *          l_int32   pixGetLastOnPixelInRun()
+ *
+ *
+ *  The Sobel edge detector uses these two simple gradient filters.
+ *
+ *       1    2    1             1    0   -1
+ *       0    0    0             2    0   -2
+ *      -1   -2   -1             1    0   -1
+ *
+ *      (horizontal)             (vertical)
+ *
+ *  To use both the vertical and horizontal filters, set the orientation
+ *  flag to L_ALL_EDGES; this sums the abs. value of their outputs,
+ *  clipped to 255.
+ *
+ *  See comments below for displaying the resulting image with
+ *  the edges dark, both for 8 bpp and 1 bpp.
+ *
+ */ + +#include "allheaders.h" + + +/*----------------------------------------------------------------------* + * Sobel edge detecting filter * + *----------------------------------------------------------------------*/ +/*! + * \brief pixSobelEdgeFilter() + * + * \param[in] pixs 8 bpp; no colormap + * \param[in] orientflag L_HORIZONTAL_EDGES, L_VERTICAL_EDGES, L_ALL_EDGES + * \return pixd 8 bpp, edges are brighter, or NULL on error + * + * 
+ * Notes:
+ *      (1) Invert pixd to see larger gradients as darker (grayscale).
+ *      (2) To generate a binary image of the edges, threshold
+ *          the result using pixThresholdToBinary().  If the high
+ *          edge values are to be fg (1), invert after running
+ *          pixThresholdToBinary().
+ *      (3) Label the pixels as follows:
+ *              1    4    7
+ *              2    5    8
+ *              3    6    9
+ *          Read the data incrementally across the image and unroll
+ *          the loop.
+ *      (4) This runs at about 45 Mpix/sec on a 3 GHz processor.
+ *
+ */ +PIX * +pixSobelEdgeFilter(PIX *pixs, + l_int32 orientflag) +{ +l_int32 w, h, d, i, j, wplt, wpld, gx, gy, vald; +l_int32 val1, val2, val3, val4, val5, val6, val7, val8, val9; +l_uint32 *datat, *linet, *datad, *lined; +PIX *pixt, *pixd; + + PROCNAME("pixSobelEdgeFilter"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (orientflag != L_HORIZONTAL_EDGES && orientflag != L_VERTICAL_EDGES && + orientflag != L_ALL_EDGES) + return (PIX *)ERROR_PTR("invalid orientflag", procName, NULL); + + /* Add 1 pixel (mirrored) to each side of the image. */ + if ((pixt = pixAddMirroredBorder(pixs, 1, 1, 1, 1)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + + /* Compute filter output at each location. */ + pixd = pixCreateTemplate(pixs); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + if (j == 0) { /* start a new row */ + val1 = GET_DATA_BYTE(linet, j); + val2 = GET_DATA_BYTE(linet + wplt, j); + val3 = GET_DATA_BYTE(linet + 2 * wplt, j); + val4 = GET_DATA_BYTE(linet, j + 1); + val5 = GET_DATA_BYTE(linet + wplt, j + 1); + val6 = GET_DATA_BYTE(linet + 2 * wplt, j + 1); + val7 = GET_DATA_BYTE(linet, j + 2); + val8 = GET_DATA_BYTE(linet + wplt, j + 2); + val9 = GET_DATA_BYTE(linet + 2 * wplt, j + 2); + } else { /* shift right by 1 pixel; update incrementally */ + val1 = val4; + val2 = val5; + val3 = val6; + val4 = val7; + val5 = val8; + val6 = val9; + val7 = GET_DATA_BYTE(linet, j + 2); + val8 = GET_DATA_BYTE(linet + wplt, j + 2); + val9 = GET_DATA_BYTE(linet + 2 * wplt, j + 2); + } + if (orientflag == L_HORIZONTAL_EDGES) + vald = L_ABS(val1 + 2 * val4 + val7 + - val3 - 2 * val6 - val9) >> 3; + else if (orientflag == L_VERTICAL_EDGES) + vald = L_ABS(val1 + 2 * val2 + val3 - val7 + - 2 * val8 - val9) >> 3; + else { /* L_ALL_EDGES */ + gx = L_ABS(val1 + 2 * val2 + val3 - val7 + - 2 * val8 - val9) >> 3; + gy = L_ABS(val1 + 2 * val4 + val7 + - val3 - 2 * val6 - val9) >> 3; + vald = L_MIN(255, gx + gy); + } + SET_DATA_BYTE(lined, j, vald); + } + } + + pixDestroy(&pixt); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Two-sided edge gradient filter * + *----------------------------------------------------------------------*/ +/*! + * \brief pixTwoSidedEdgeFilter() + * + * \param[in] pixs 8 bpp; no colormap + * \param[in] orientflag L_HORIZONTAL_EDGES, L_VERTICAL_EDGES + * \return pixd 8 bpp, edges are brighter, or NULL on error + * + * 
+ * Notes:
+ *      (1) For detecting vertical edges, this considers the
+ *          difference of the central pixel from those on the left
+ *          and right.  For situations where the gradient is the same
+ *          sign on both sides, this computes and stores the minimum
+ *          (absolute value of the) difference.  The reason for
+ *          checking the sign is that we are looking for pixels within
+ *          a transition.  By contrast, for single pixel noise, the pixel
+ *          value is either larger than or smaller than its neighbors,
+ *          so the gradient would change direction on each side.  Horizontal
+ *          edges are handled similarly, looking for vertical gradients.
+ *      (2) To generate a binary image of the edges, threshold
+ *          the result using pixThresholdToBinary().  If the high
+ *          edge values are to be fg (1), invert after running
+ *          pixThresholdToBinary().
+ *      (3) This runs at about 60 Mpix/sec on a 3 GHz processor.
+ *          It is about 30% faster than Sobel, and the results are
+ *          similar.
+ *
+ */ +PIX * +pixTwoSidedEdgeFilter(PIX *pixs, + l_int32 orientflag) +{ +l_int32 w, h, d, i, j, wpls, wpld; +l_int32 cval, rval, bval, val, lgrad, rgrad, tgrad, bgrad; +l_uint32 *datas, *lines, *datad, *lined; +PIX *pixd; + + PROCNAME("pixTwoSidedEdgeFilter"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (orientflag != L_HORIZONTAL_EDGES && orientflag != L_VERTICAL_EDGES) + return (PIX *)ERROR_PTR("invalid orientflag", procName, NULL); + + pixd = pixCreateTemplate(pixs); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + if (orientflag == L_VERTICAL_EDGES) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + cval = GET_DATA_BYTE(lines, 1); + lgrad = cval - GET_DATA_BYTE(lines, 0); + for (j = 1; j < w - 1; j++) { + rval = GET_DATA_BYTE(lines, j + 1); + rgrad = rval - cval; + if (lgrad * rgrad > 0) { + if (lgrad < 0) + val = -L_MAX(lgrad, rgrad); + else + val = L_MIN(lgrad, rgrad); + SET_DATA_BYTE(lined, j, val); + } + lgrad = rgrad; + cval = rval; + } + } + } + else { /* L_HORIZONTAL_EDGES) */ + for (j = 0; j < w; j++) { + lines = datas + wpls; + cval = GET_DATA_BYTE(lines, j); /* for line 1 */ + tgrad = cval - GET_DATA_BYTE(datas, j); + for (i = 1; i < h - 1; i++) { + lines += wpls; /* for line i + 1 */ + lined = datad + i * wpld; + bval = GET_DATA_BYTE(lines, j); + bgrad = bval - cval; + if (tgrad * bgrad > 0) { + if (tgrad < 0) + val = -L_MAX(tgrad, bgrad); + else + val = L_MIN(tgrad, bgrad); + SET_DATA_BYTE(lined, j, val); + } + tgrad = bgrad; + cval = bval; + } + } + } + + return pixd; +} + + +/*----------------------------------------------------------------------* + * Measurement of edge smoothness * + *----------------------------------------------------------------------*/ +/*! + * \brief pixMeasureEdgeSmoothness() + * + * \param[in] pixs 1 bpp + * \param[in] side L_FROM_LEFT, L_FROM_RIGHT, L_FROM_TOP, L_FROM_BOT + * \param[in] minjump minimum jump to be counted; >= 1 + * \param[in] minreversal minimum reversal size for new peak or valley + * \param[out] pjpl [optional] jumps/length: number of jumps, + * normalized to length of component side + * \param[out] pjspl [optional] jumpsum/length: sum of all + * sufficiently large jumps, normalized to length + * of component side + * \param[out] prpl [optional] reversals/length: number of + * peak-to-valley or valley-to-peak reversals, + * normalized to length of component side + * \param[in] debugfile [optional] displays constructed edge; use NULL + * for no output + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This computes three measures of smoothness of the edge of a
+ *          connected component:
+ *            * jumps/length: (jpl) the number of jumps of size >= %minjump,
+ *              normalized to the length of the side
+ *            * jump sum/length: (jspl) the sum of all jump lengths of
+ *              size >= %minjump, normalized to the length of the side
+ *            * reversals/length: (rpl) the number of peak <--> valley
+ *              reversals, using %minreverse as a minimum deviation of
+ *              the peak or valley from its preceding extremum,
+ *              normalized to the length of the side
+ *      (2) The input pix should be a single connected component, but
+ *          this is not required.
+ *
+ */ +l_ok +pixMeasureEdgeSmoothness(PIX *pixs, + l_int32 side, + l_int32 minjump, + l_int32 minreversal, + l_float32 *pjpl, + l_float32 *pjspl, + l_float32 *prpl, + const char *debugfile) +{ +l_int32 i, n, val, nval, diff, njumps, jumpsum, nreversal; +NUMA *na, *nae; + + PROCNAME("pixMeasureEdgeSmoothness"); + + if (pjpl) *pjpl = 0.0; + if (pjspl) *pjspl = 0.0; + if (prpl) *prpl = 0.0; + if (!pjpl && !pjspl && !prpl && !debugfile) + return ERROR_INT("no output requested", procName, 1); + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (side != L_FROM_LEFT && side != L_FROM_RIGHT && + side != L_FROM_TOP && side != L_FROM_BOT) + return ERROR_INT("invalid side", procName, 1); + if (minjump < 1) + return ERROR_INT("invalid minjump; must be >= 1", procName, 1); + if (minreversal < 1) + return ERROR_INT("invalid minreversal; must be >= 1", procName, 1); + + if ((na = pixGetEdgeProfile(pixs, side, debugfile)) == NULL) + return ERROR_INT("edge profile not made", procName, 1); + if ((n = numaGetCount(na)) < 2) { + numaDestroy(&na); + return 0; + } + + if (pjpl || pjspl) { + jumpsum = 0; + njumps = 0; + numaGetIValue(na, 0, &val); + for (i = 1; i < n; i++) { + numaGetIValue(na, i, &nval); + diff = L_ABS(nval - val); + if (diff >= minjump) { + njumps++; + jumpsum += diff; + } + val = nval; + } + if (pjpl) + *pjpl = (l_float32)njumps / (l_float32)(n - 1); + if (pjspl) + *pjspl = (l_float32)jumpsum / (l_float32)(n - 1); + } + + if (prpl) { + nae = numaFindExtrema(na, minreversal, NULL); + nreversal = numaGetCount(nae) - 1; + *prpl = (l_float32)nreversal / (l_float32)(n - 1); + numaDestroy(&nae); + } + + numaDestroy(&na); + return 0; +} + + +/*! + * \brief pixGetEdgeProfile() + * + * \param[in] pixs 1 bpp + * \param[in] side L_FROM_LEFT, L_FROM_RIGHT, L_FROM_TOP, L_FROM_BOT + * \param[in] debugfile [optional] displays constructed edge; use NULL + * for no output + * \return na of fg edge pixel locations, or NULL on error + */ +NUMA * +pixGetEdgeProfile(PIX *pixs, + l_int32 side, + const char *debugfile) +{ +l_int32 x, y, w, h, loc, index, ival; +l_uint32 val; +NUMA *na; +PIX *pixt; +PIXCMAP *cmap; + + PROCNAME("pixGetEdgeProfile"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (NUMA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (side != L_FROM_LEFT && side != L_FROM_RIGHT && + side != L_FROM_TOP && side != L_FROM_BOT) + return (NUMA *)ERROR_PTR("invalid side", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + if (side == L_FROM_LEFT || side == L_FROM_RIGHT) + na = numaCreate(h); + else + na = numaCreate(w); + if (side == L_FROM_LEFT) { + pixGetLastOffPixelInRun(pixs, 0, 0, L_FROM_LEFT, &loc); + loc = (loc == w - 1) ? 0 : loc + 1; /* back to the left edge */ + numaAddNumber(na, loc); + for (y = 1; y < h; y++) { + pixGetPixel(pixs, loc, y, &val); + if (val == 1) { + pixGetLastOnPixelInRun(pixs, loc, y, L_FROM_RIGHT, &loc); + } else { + pixGetLastOffPixelInRun(pixs, loc, y, L_FROM_LEFT, &loc); + loc = (loc == w - 1) ? 0 : loc + 1; + } + numaAddNumber(na, loc); + } + } + else if (side == L_FROM_RIGHT) { + pixGetLastOffPixelInRun(pixs, w - 1, 0, L_FROM_RIGHT, &loc); + loc = (loc == 0) ? w - 1 : loc - 1; /* back to the right edge */ + numaAddNumber(na, loc); + for (y = 1; y < h; y++) { + pixGetPixel(pixs, loc, y, &val); + if (val == 1) { + pixGetLastOnPixelInRun(pixs, loc, y, L_FROM_LEFT, &loc); + } else { + pixGetLastOffPixelInRun(pixs, loc, y, L_FROM_RIGHT, &loc); + loc = (loc == 0) ? w - 1 : loc - 1; + } + numaAddNumber(na, loc); + } + } + else if (side == L_FROM_TOP) { + pixGetLastOffPixelInRun(pixs, 0, 0, L_FROM_TOP, &loc); + loc = (loc == h - 1) ? 0 : loc + 1; /* back to the top edge */ + numaAddNumber(na, loc); + for (x = 1; x < w; x++) { + pixGetPixel(pixs, x, loc, &val); + if (val == 1) { + pixGetLastOnPixelInRun(pixs, x, loc, L_FROM_BOT, &loc); + } else { + pixGetLastOffPixelInRun(pixs, x, loc, L_FROM_TOP, &loc); + loc = (loc == h - 1) ? 0 : loc + 1; + } + numaAddNumber(na, loc); + } + } + else { /* side == L_FROM_BOT */ + pixGetLastOffPixelInRun(pixs, 0, h - 1, L_FROM_BOT, &loc); + loc = (loc == 0) ? h - 1 : loc - 1; /* back to the bottom edge */ + numaAddNumber(na, loc); + for (x = 1; x < w; x++) { + pixGetPixel(pixs, x, loc, &val); + if (val == 1) { + pixGetLastOnPixelInRun(pixs, x, loc, L_FROM_TOP, &loc); + } else { + pixGetLastOffPixelInRun(pixs, x, loc, L_FROM_BOT, &loc); + loc = (loc == 0) ? h - 1 : loc - 1; + } + numaAddNumber(na, loc); + } + } + + if (debugfile) { + pixt = pixConvertTo8(pixs, TRUE); + cmap = pixGetColormap(pixt); + pixcmapAddColor(cmap, 255, 0, 0); + index = pixcmapGetCount(cmap) - 1; + if (side == L_FROM_LEFT || side == L_FROM_RIGHT) { + for (y = 0; y < h; y++) { + numaGetIValue(na, y, &ival); + pixSetPixel(pixt, ival, y, index); + } + } else { /* L_FROM_TOP or L_FROM_BOT */ + for (x = 0; x < w; x++) { + numaGetIValue(na, x, &ival); + pixSetPixel(pixt, x, ival, index); + } + } + pixWrite(debugfile, pixt, IFF_PNG); + pixDestroy(&pixt); + } + + return na; +} + + +/* + * \brief pixGetLastOffPixelInRun() + * + * \param[in] pixs 1 bpp + * \param[in] x, y starting location + * \param[in] direction L_FROM_LEFT, L_FROM_RIGHT, L_FROM_TOP, L_FROM_BOT + * \param[out] ploc location in scan direction coordinate + * of last OFF pixel found + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Search starts from the pixel at (x, y), which is OFF.
+ *      (2) It returns the location in the scan direction of the last
+ *          pixel in the current run that is OFF.
+ *      (3) The interface for these pixel run functions is cleaner when
+ *          you ask for the last pixel in the current run, rather than the
+ *          first pixel of opposite polarity that is found, because the
+ *          current run may go to the edge of the image, in which case
+ *          no pixel of opposite polarity is found.
+ *
+ */ +l_ok +pixGetLastOffPixelInRun(PIX *pixs, + l_int32 x, + l_int32 y, + l_int32 direction, + l_int32 *ploc) +{ +l_int32 loc, w, h; +l_uint32 val; + + PROCNAME("pixGetLastOffPixelInRun"); + + if (!ploc) + return ERROR_INT("&loc not defined", procName, 1); + *ploc = 0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs undefined or not 1 bpp", procName, 1); + if (direction != L_FROM_LEFT && direction != L_FROM_RIGHT && + direction != L_FROM_TOP && direction != L_FROM_BOT) + return ERROR_INT("invalid side", procName, 1); + + pixGetDimensions(pixs, &w, &h, NULL); + if (direction == L_FROM_LEFT) { + for (loc = x; loc < w; loc++) { + pixGetPixel(pixs, loc, y, &val); + if (val == 1) + break; + } + *ploc = loc - 1; + } else if (direction == L_FROM_RIGHT) { + for (loc = x; loc >= 0; loc--) { + pixGetPixel(pixs, loc, y, &val); + if (val == 1) + break; + } + *ploc = loc + 1; + } + else if (direction == L_FROM_TOP) { + for (loc = y; loc < h; loc++) { + pixGetPixel(pixs, x, loc, &val); + if (val == 1) + break; + } + *ploc = loc - 1; + } + else if (direction == L_FROM_BOT) { + for (loc = y; loc >= 0; loc--) { + pixGetPixel(pixs, x, loc, &val); + if (val == 1) + break; + } + *ploc = loc + 1; + } + return 0; +} + + +/* + * \brief pixGetLastOnPixelInRun() + * + * \param[in] pixs 1 bpp + * \param[in] x, y starting location + * \param[in] direction L_FROM_LEFT, L_FROM_RIGHT, L_FROM_TOP, L_FROM_BOT + * \param[out] ploc location in scan direction coordinate + * of first ON pixel found + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Search starts from the pixel at (x, y), which is ON.
+ *      (2) It returns the location in the scan direction of the last
+ *          pixel in the current run that is ON.
+ *
+ */ +l_int32 +pixGetLastOnPixelInRun(PIX *pixs, + l_int32 x, + l_int32 y, + l_int32 direction, + l_int32 *ploc) +{ +l_int32 loc, w, h; +l_uint32 val; + + PROCNAME("pixLastOnPixelInRun"); + + if (!ploc) + return ERROR_INT("&loc not defined", procName, 1); + *ploc = 0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs undefined or not 1 bpp", procName, 1); + if (direction != L_FROM_LEFT && direction != L_FROM_RIGHT && + direction != L_FROM_TOP && direction != L_FROM_BOT) + return ERROR_INT("invalid side", procName, 1); + + pixGetDimensions(pixs, &w, &h, NULL); + if (direction == L_FROM_LEFT) { + for (loc = x; loc < w; loc++) { + pixGetPixel(pixs, loc, y, &val); + if (val == 0) + break; + } + *ploc = loc - 1; + } else if (direction == L_FROM_RIGHT) { + for (loc = x; loc >= 0; loc--) { + pixGetPixel(pixs, loc, y, &val); + if (val == 0) + break; + } + *ploc = loc + 1; + } + else if (direction == L_FROM_TOP) { + for (loc = y; loc < h; loc++) { + pixGetPixel(pixs, x, loc, &val); + if (val == 0) + break; + } + *ploc = loc - 1; + } + else if (direction == L_FROM_BOT) { + for (loc = y; loc >= 0; loc--) { + pixGetPixel(pixs, x, loc, &val); + if (val == 0) + break; + } + *ploc = loc + 1; + } + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/encoding.c b/3rdparty/hgOCR/leptonica/encoding.c new file mode 100644 index 00000000..d940413a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/encoding.c @@ -0,0 +1,649 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - This software is distributed in the hope that it will be + - useful, but with NO WARRANTY OF ANY KIND. + - No author or distributor accepts responsibility to anyone for the + - consequences of using this software, or for whether it serves any + - particular purpose or works at all, unless he or she says so in + - writing. Everyone is granted permission to copy, modify and + - redistribute this source code, for commercial or non-commercial + - purposes, with the following restrictions: (1) the origin of this + - source code must not be misrepresented; (2) modified versions must + - be plainly marked as such; and (3) this notice may not be removed + - or altered from any source or modified source distribution. + *====================================================================*/ + +/* + * encodings.c + * + * Base64 + * char *encodeBase64() + * l_uint8 *decodeBase64() + * static l_int32 isBase64() + * static l_int32 *genReverseTab64() + * static void byteConvert3to4() + * static void byteConvert4to3() + * + * Ascii85 + * char *encodeAscii85() + * l_uint8 *decodeAscii85() + * static l_int32 convertChunkToAscii85() + * + * String reformatting for base 64 encoded data + * char *reformatPacked64() + * + * Base64 encoding is useful for encding binary data in a restricted set of + * 64 printable ascii symbols, that includes the 62 alphanumerics and '+' + * and '/'. Notably it does not include quotes, so that base64 encoded + * strings can be used in situations where quotes are used for formatting. + * 64 symbols was chosen because it is the smallest number that can be used + * in 4-for-3 byte encoding of binary data: + * log2(64) / log2(256) = 0.75 = 3/4 + * + * Ascii85 encoding is used in PostScript and some pdf files for + * representing binary data (for example, a compressed image) in printable + * ascii symbols. It has a dictionary of 85 symbols; 85 was chosen because + * it is the smallest number that can be used in 5-for-4 byte encoding + * of binary data (256 possible input values). This can be seen from + * the max information content in such a sequence: + * log2(84) / log2(256) = 0.799 < 4/5 + * log2(85) / log2(256) = 0.801 > 4/5 + */ + +#include +#include "allheaders.h" + + /* Base64 encoding table in string representation */ +static const l_int32 MAX_BASE64_LINE = 72; /* max line length base64 */ +static const char *tablechar64 = + "ABCDEFGHIJKLMNOPQRSTUVWXYZ" + "abcdefghijklmnopqrstuvwxyz" + "0123456789+/"; + +static l_int32 isBase64(char); +static l_int32 *genReverseTab64(void); +static void byteConvert3to4(l_uint8 *in3, l_uint8 *out4); +static void byteConvert4to3(l_uint8 *in4, l_uint8 *out3); + + /* Ascii85 encoding */ +static const l_int32 MAX_ASCII85_LINE = 64; /* max line length ascii85 */ +static const l_uint32 power85[5] = {1, + 85, + 85 * 85, + 85 * 85 * 85, + 85 * 85 * 85 * 85}; + +static l_int32 convertChunkToAscii85(const l_uint8 *inarray, l_int32 insize, + l_int32 *pindex, char *outbuf, + l_int32 *pnbout); + + +/*-------------------------------------------------------------* + * Utility for encoding and decoding data with base64 * + *-------------------------------------------------------------*/ +/*! + * \brief encodeBase64() + * + * \param[in] inarray input binary data + * \param[in] insize number of bytes in input array + * \param[out] poutsize number of bytes in output char array + * \return chara with MAX_BASE64_LINE characters + \n in each line + * + * 
+ * Notes:
+ *      (1) The input character data is unrestricted binary.
+ *          The output encoded data consists of the 64 characters
+ *          in the base64 set, plus newlines and the pad character '='.
+ *
+ */ +char * +encodeBase64(const l_uint8 *inarray, + l_int32 insize, + l_int32 *poutsize) +{ +char *chara; +const l_uint8 *bytea; +l_uint8 array3[3], array4[4]; +l_int32 outsize, i, j, index, linecount; + + PROCNAME("encodeBase64"); + + if (!poutsize) + return (char *)ERROR_PTR("&outsize not defined", procName, NULL); + *poutsize = 0; + if (!inarray) + return (char *)ERROR_PTR("inarray not defined", procName, NULL); + if (insize <= 0) + return (char *)ERROR_PTR("insize not > 0", procName, NULL); + + /* The output array is padded to a multiple of 4 bytes, not + * counting the newlines. We just need to allocate a large + * enough array, and add 4 bytes to make sure it is big enough. */ + outsize = 4 * ((insize + 2) / 3); /* without newlines */ + outsize += outsize / MAX_BASE64_LINE + 4; /* with the newlines */ + if ((chara = (char *)LEPT_CALLOC(outsize, sizeof(char))) == NULL) + return (char *)ERROR_PTR("chara not made", procName, NULL); + + /* Read all the input data, and convert in sets of 3 input + * bytes --> 4 output bytes. */ + i = index = linecount = 0; + bytea = inarray; + while (insize--) { + if (linecount == MAX_BASE64_LINE) { + chara[index++] = '\n'; + linecount = 0; + } + array3[i++] = *bytea++; + if (i == 3) { /* convert 3 to 4 and save */ + byteConvert3to4(array3, array4); + for (j = 0; j < 4; j++) + chara[index++] = tablechar64[array4[j]]; + i = 0; + linecount += 4; + } + } + + /* Suppose 1 or 2 bytes has been read but not yet processed. + * If 1 byte has been read, this will generate 2 bytes of + * output, with 6 bits to the first byte and 2 bits to the second. + * We will add two bytes of '=' for padding. + * If 2 bytes has been read, this will generate 3 bytes of output, + * with 6 bits to the first 2 bytes and 4 bits to the third, and + * we add a fourth padding byte ('='). */ + if (i > 0) { /* left-over 1 or 2 input bytes */ + for (j = i; j < 3; j++) + array3[j] = '\0'; /* zero the remaining input bytes */ + byteConvert3to4(array3, array4); + for (j = 0; j <= i; j++) + chara[index++] = tablechar64[array4[j]]; + for (j = i + 1; j < 4; j++) + chara[index++] = '='; + } + *poutsize = index; + + return chara; +} + + +/*! + * \brief decodeBase64() + * + * \param[in] inarray input encoded char data, with 72 chars/line) + * \param[in] insize number of bytes in input array + * \param[out] poutsize number of bytes in output byte array + * \return bytea decoded byte data, or NULL on error + * + * 
+ * Notes:
+ *      (1) The input character data should have only 66 different characters:
+ *          The 64 character set for base64 encoding, plus the pad
+ *          character '=' and newlines for formatting with fixed line
+ *          lengths.  If there are any other characters, the decoder
+ *          will declare the input data to be invalid and return NULL.
+ *      (2) The decoder ignores newlines and, for a valid input string,
+ *          stops reading input when a pad byte is found.
+ *
+ */ +l_uint8 * +decodeBase64(const char *inarray, + l_int32 insize, + l_int32 *poutsize) +{ +char inchar; +l_uint8 *bytea; +l_uint8 array3[3], array4[4]; +l_int32 *rtable64; +l_int32 i, j, outsize, in_index, out_index; + + PROCNAME("decodeBase64"); + + if (!poutsize) + return (l_uint8 *)ERROR_PTR("&outsize not defined", procName, NULL); + *poutsize = 0; + if (!inarray) + return (l_uint8 *)ERROR_PTR("inarray not defined", procName, NULL); + if (insize <= 0) + return (l_uint8 *)ERROR_PTR("insize not > 0", procName, NULL); + + /* Validate the input data */ + for (i = 0; i < insize; i++) { + inchar = inarray[i]; + if (inchar == '\n') continue; + if (isBase64(inchar) == 0 && inchar != '=') + return (l_uint8 *)ERROR_PTR("invalid char in inarray", + procName, NULL); + } + + /* The input array typically is made with a newline every + * MAX_BASE64_LINE input bytes. However, as a printed string, the + * newlines would be stripped. So when we allocate the output + * array, assume the input array is all data, but strip + * out the newlines during decoding. This guarantees that + * the allocated array is large enough. */ + outsize = 3 * ((insize + 3) / 4) + 4; + if ((bytea = (l_uint8 *)LEPT_CALLOC(outsize, sizeof(l_uint8))) == NULL) + return (l_uint8 *)ERROR_PTR("bytea not made", procName, NULL); + + /* The number of encoded input data bytes is always a multiple of 4. + * Read all the data, until you reach either the end or + * the first pad character '='. The data is processed in + * units of 4 input bytes, generating 3 output decoded bytes + * of binary data. Newlines are ignored. If there are no + * pad bytes, i == 0 at the end of this section. */ + rtable64 = genReverseTab64(); + i = in_index = out_index = 0; + for (in_index = 0; in_index < insize; in_index++) { + inchar = inarray[in_index]; + if (inchar == '\n') continue; + if (inchar == '=') break; + array4[i++] = rtable64[(unsigned char)inchar]; + if (i < 4) { + continue; + } else { /* i == 4; convert 4 to 3 and save */ + byteConvert4to3(array4, array3); + for (j = 0; j < 3; j++) + bytea[out_index++] = array3[j]; + i = 0; + } + } + + /* If i > 0, we ran into pad bytes ('='). If i == 2, there are + * two input pad bytes and one output data byte. If i == 3, + * there is one input pad byte and two output data bytes. */ + if (i > 0) { + for (j = i; j < 4; j++) + array4[j] = '\0'; /* zero the remaining input bytes */ + byteConvert4to3(array4, array3); + for (j = 0; j < i - 1; j++) + bytea[out_index++] = array3[j]; + } + *poutsize = out_index; + + LEPT_FREE(rtable64); + return bytea; +} + + +/*! + * \brief isBase64() + */ +static l_int32 +isBase64(char c) +{ + return (isalnum(((int)c)) || ((c) == '+') || ((c) == '/')) ? 1 : 0; +} + +/*! + * \brief genReverseTab64() + */ +static l_int32 * +genReverseTab64() +{ +l_int32 i; +l_int32 *rtable64; + + rtable64 = (l_int32 *)LEPT_CALLOC(128, sizeof(l_int32)); + for (i = 0; i < 64; i++) { + rtable64[(unsigned char)tablechar64[i]] = i; + } + return rtable64; +} + +/*! + * \brief byteConvert3to4() + */ +static void +byteConvert3to4(l_uint8 *in3, + l_uint8 *out4) +{ + out4[0] = in3[0] >> 2; + out4[1] = ((in3[0] & 0x03) << 4) | (in3[1] >> 4); + out4[2] = ((in3[1] & 0x0f) << 2) | (in3[2] >> 6); + out4[3] = in3[2] & 0x3f; + return; +} + +/*! + * \brief byteConvert4to3() + */ +static void +byteConvert4to3(l_uint8 *in4, + l_uint8 *out3) +{ + out3[0] = (in4[0] << 2) | (in4[1] >> 4); + out3[1] = ((in4[1] & 0x0f) << 4) | (in4[2] >> 2); + out3[2] = ((in4[2] & 0x03) << 6) | in4[3]; + return; +} + + +/*-------------------------------------------------------------* + * Utility for encoding and decoding data with ascii85 * + *-------------------------------------------------------------*/ +/*! + * \brief encodeAscii85() + * + * \param[in] inarray input data + * \param[in] insize number of bytes in input array + * \param[out] poutsize number of bytes in output char array + * \return chara with 64 characters + \n in each line + * + * 
+ * Notes:
+ *      (1) Ghostscript has a stack break if the last line of
+ *          data only has a '>', so we avoid the problem by
+ *          always putting '~>' on the last line.
+ *
+ */ +char * +encodeAscii85(const l_uint8 *inarray, + l_int32 insize, + l_int32 *poutsize) +{ +char *chara; +char outbuf[8]; +l_int32 maxsize, i, index, outindex, linecount, nbout, eof; + + PROCNAME("encodeAscii85"); + + if (!poutsize) + return (char *)ERROR_PTR("&outsize not defined", procName, NULL); + *poutsize = 0; + if (!inarray) + return (char *)ERROR_PTR("inarray not defined", procName, NULL); + if (insize <= 0) + return (char *)ERROR_PTR("insize not > 0", procName, NULL); + + /* Accumulate results in char array */ + maxsize = (l_int32)(80. + (insize * 5. / 4.) * + (1. + 2. / MAX_ASCII85_LINE)); + if ((chara = (char *)LEPT_CALLOC(maxsize, sizeof(char))) == NULL) + return (char *)ERROR_PTR("chara not made", procName, NULL); + + linecount = 0; + index = 0; + outindex = 0; + while (1) { + eof = convertChunkToAscii85(inarray, insize, &index, outbuf, &nbout); + for (i = 0; i < nbout; i++) { + chara[outindex++] = outbuf[i]; + linecount++; + if (linecount >= MAX_ASCII85_LINE) { + chara[outindex++] = '\n'; + linecount = 0; + } + } + if (eof == TRUE) { + if (linecount != 0) + chara[outindex++] = '\n'; + chara[outindex++] = '~'; + chara[outindex++] = '>'; + chara[outindex++] = '\n'; + break; + } + } + + *poutsize = outindex; + return chara; +} + + +/*! + * \brief convertChunkToAscii85() + * + * \param[in] inarray input data + * \param[in] insize number of bytes in input array + * \param[out] pindex use and -- ptr + * \param[in] outbuf holds 8 ascii chars; we use no more than 7 + * \param[out] pnbsout number of bytes written to outbuf + * \return boolean for eof 0 if more data, 1 if end of file + * + * 
+ * Notes:
+ *      (1) Attempts to read 4 bytes and write 5.
+ *      (2) Writes 1 byte if the value is 0.
+ *
+ */ +static l_int32 +convertChunkToAscii85(const l_uint8 *inarray, + l_int32 insize, + l_int32 *pindex, + char *outbuf, + l_int32 *pnbout) +{ +l_uint8 inbyte; +l_uint32 inword, val; +l_int32 eof, index, nread, nbout, i; + + eof = FALSE; + index = *pindex; + nread = L_MIN(4, (insize - index)); + if (insize == index + nread) + eof = TRUE; + *pindex += nread; /* save new index */ + + /* Read input data and save in l_uint32 */ + inword = 0; + for (i = 0; i < nread; i++) { + inbyte = inarray[index + i]; + inword += inbyte << (8 * (3 - i)); + } + +#if 0 + fprintf(stderr, "index = %d, nread = %d\n", index, nread); + fprintf(stderr, "inword = %x\n", inword); + fprintf(stderr, "eof = %d\n", eof); +#endif + + /* Special case: output 1 byte only */ + if (inword == 0) { + outbuf[0] = 'z'; + nbout = 1; + } else { /* output nread + 1 bytes */ + for (i = 4; i >= 4 - nread; i--) { + val = inword / power85[i]; + outbuf[4 - i] = (l_uint8)(val + '!'); + inword -= val * power85[i]; + } + nbout = nread + 1; + } + *pnbout = nbout; + + return eof; +} + + +/*! + * \brief decodeAscii85() + * + * \param[in] inarray ascii85 input data + * \param[in] insize number of bytes in input array + * \param[out] poutsize number of bytes in output l_uint8 array + * \return outarray binary + * + * 
+ * Notes:
+ *      (1) We assume the data is properly encoded, so we do not check
+ *          for invalid characters or the final '>' character.
+ *      (2) We permit whitespace to be added to the encoding in an
+ *          arbitrary way.
+ *
+ */ +l_uint8 * +decodeAscii85(const char *inarray, + l_int32 insize, + l_int32 *poutsize) +{ +char inc; +const char *pin; +l_uint8 val; +l_uint8 *outa; +l_int32 maxsize, ocount, bytecount, index; +l_uint32 oword; + + PROCNAME("decodeAscii85"); + + if (!poutsize) + return (l_uint8 *)ERROR_PTR("&outsize not defined", procName, NULL); + *poutsize = 0; + if (!inarray) + return (l_uint8 *)ERROR_PTR("inarray not defined", procName, NULL); + if (insize <= 0) + return (l_uint8 *)ERROR_PTR("insize not > 0", procName, NULL); + + /* Accumulate results in outa */ + maxsize = (l_int32)(80. + (insize * 4. / 5.)); /* plenty big */ + if ((outa = (l_uint8 *)LEPT_CALLOC(maxsize, sizeof(l_uint8))) == NULL) + return (l_uint8 *)ERROR_PTR("outa not made", procName, NULL); + + pin = inarray; + ocount = 0; /* byte index into outa */ + oword = 0; + for (index = 0, bytecount = 0; index < insize; index++, pin++) { + inc = *pin; + + if (inc == ' ' || inc == '\t' || inc == '\n' || + inc == '\f' || inc == '\r' || inc == '\v') /* ignore white space */ + continue; + + val = inc - '!'; + if (val < 85) { + oword = oword * 85 + val; + if (bytecount < 4) { + bytecount++; + } else { /* we have all 5 input chars for the oword */ + outa[ocount] = (oword >> 24) & 0xff; + outa[ocount + 1] = (oword >> 16) & 0xff; + outa[ocount + 2] = (oword >> 8) & 0xff; + outa[ocount + 3] = oword & 0xff; + ocount += 4; + bytecount = 0; + oword = 0; + } + } else if (inc == 'z' && bytecount == 0) { + outa[ocount] = 0; + outa[ocount + 1] = 0; + outa[ocount + 2] = 0; + outa[ocount + 3] = 0; + ocount += 4; + } else if (inc == '~') { /* end of data */ + L_INFO(" %d extra bytes output\n", procName, bytecount - 1); + switch (bytecount) { + case 0: /* normal eof */ + case 1: /* error */ + break; + case 2: /* 1 extra byte */ + oword = oword * power85[3] + 0xffffff; + outa[ocount] = (oword >> 24) & 0xff; + break; + case 3: /* 2 extra bytes */ + oword = oword * power85[2] + 0xffff; + outa[ocount] = (oword >> 24) & 0xff; + outa[ocount + 1] = (oword >> 16) & 0xff; + break; + case 4: /* 3 extra bytes */ + oword = oword * 85 + 0xff; + outa[ocount] = (oword >> 24) & 0xff; + outa[ocount + 1] = (oword >> 16) & 0xff; + outa[ocount + 2] = (oword >> 8) & 0xff; + break; + } + if (bytecount > 1) + ocount += (bytecount - 1); + break; + } + } + *poutsize = ocount; + + return outa; +} + + +/*-------------------------------------------------------------* + * String reformatting for base 64 encoded data * + *-------------------------------------------------------------*/ +/*! + * \brief reformatPacked64() + * + * \param[in] inarray base64 encoded string with newlines + * \param[in] insize number of bytes in input array + * \param[in] leadspace number of spaces in each line before the data + * \param[in] linechars number of bytes of data in each line; multiple of 4 + * \param[in] addquotes 1 to add quotes to each line of data; 0 to skip + * \param[out] poutsize number of bytes in output char array + * \return outarray ascii + * + * 
+ * Notes:
+ *      (1) Each line in the output array has %leadspace space characters,
+ *          followed optionally by a double-quote, followed by %linechars
+ *          bytes of base64 data, followed optionally by a double-quote,
+ *          followed by a newline.
+ *      (2) This can be used to convert a base64 encoded string to a
+ *          string formatted for inclusion in a C source file.
+ *
+ */ +char * +reformatPacked64(const char *inarray, + l_int32 insize, + l_int32 leadspace, + l_int32 linechars, + l_int32 addquotes, + l_int32 *poutsize) +{ +char *flata, *outa; +l_int32 i, j, flatindex, flatsize, outindex, nlines, linewithpad, linecount; + + PROCNAME("reformatPacked64"); + + if (!poutsize) + return (char *)ERROR_PTR("&outsize not defined", procName, NULL); + *poutsize = 0; + if (!inarray) + return (char *)ERROR_PTR("inarray not defined", procName, NULL); + if (insize <= 0) + return (char *)ERROR_PTR("insize not > 0", procName, NULL); + if (leadspace < 0) + return (char *)ERROR_PTR("leadspace must be >= 0", procName, NULL); + if (linechars % 4) + return (char *)ERROR_PTR("linechars % 4 must be 0", procName, NULL); + + /* Remove all white space */ + if ((flata = (char *)LEPT_CALLOC(insize, sizeof(char))) == NULL) + return (char *)ERROR_PTR("flata not made", procName, NULL); + for (i = 0, flatindex = 0; i < insize; i++) { + if (isBase64(inarray[i]) || inarray[i] == '=') + flata[flatindex++] = inarray[i]; + } + + /* Generate output string */ + flatsize = flatindex; + nlines = (flatsize + linechars - 1) / linechars; + linewithpad = leadspace + linechars + 1; /* including newline */ + if (addquotes) linewithpad += 2; + if ((outa = (char *)LEPT_CALLOC((size_t)nlines * linewithpad, + sizeof(char))) == NULL) { + LEPT_FREE(flata); + return (char *)ERROR_PTR("outa not made", procName, NULL); + } + for (j = 0, outindex = 0; j < leadspace; j++) + outa[outindex++] = ' '; + if (addquotes) outa[outindex++] = '"'; + for (i = 0, linecount = 0; i < flatsize; i++) { + if (linecount == linechars) { + if (addquotes) outa[outindex++] = '"'; + outa[outindex++] = '\n'; + for (j = 0; j < leadspace; j++) + outa[outindex++] = ' '; + if (addquotes) outa[outindex++] = '"'; + linecount = 0; + } + outa[outindex++] = flata[i]; + linecount++; + } + if (addquotes) outa[outindex++] = '"'; + *poutsize = outindex; + + LEPT_FREE(flata); + return outa; +} diff --git a/3rdparty/hgOCR/leptonica/endianness.h b/3rdparty/hgOCR/leptonica/endianness.h new file mode 100644 index 00000000..e9eaba90 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/endianness.h @@ -0,0 +1,11 @@ +#if !defined (L_BIG_ENDIAN) && !defined (L_LITTLE_ENDIAN) +# if 0 +# ifdef __BIG_ENDIAN__ +# define L_BIG_ENDIAN +# else +# define L_LITTLE_ENDIAN +# endif +# else +# define L_LITTLE_ENDIAN +# endif +#endif diff --git a/3rdparty/hgOCR/leptonica/enhance.c b/3rdparty/hgOCR/leptonica/enhance.c new file mode 100644 index 00000000..a34cd550 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/enhance.c @@ -0,0 +1,2353 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file enhance.c + * 
+ *
+ *      Gamma TRC (tone reproduction curve) mapping
+ *           PIX     *pixGammaTRC()
+ *           PIX     *pixGammaTRCMasked()
+ *           PIX     *pixGammaTRCWithAlpha()
+ *           NUMA    *numaGammaTRC()
+ *
+ *      Contrast enhancement
+ *           PIX     *pixContrastTRC()
+ *           PIX     *pixContrastTRCMasked()
+ *           NUMA    *numaContrastTRC()
+ *
+ *      Histogram equalization
+ *           PIX     *pixEqualizeTRC()
+ *           NUMA    *numaEqualizeTRC()
+ *
+ *      Generic TRC mapper
+ *           PIX     *pixTRCMap()
+ *           PIX     *pixTRCMapGeneral()
+ *
+ *      Unsharp-masking
+ *           PIX     *pixUnsharpMasking()
+ *           PIX     *pixUnsharpMaskingGray()
+ *           PIX     *pixUnsharpMaskingFast()
+ *           PIX     *pixUnsharpMaskingGrayFast()
+ *           PIX     *pixUnsharpMaskingGray1D()
+ *           PIX     *pixUnsharpMaskingGray2D()
+ *
+ *      Hue and saturation modification
+ *           PIX     *pixModifyHue()
+ *           PIX     *pixModifySaturation()
+ *           l_int32  pixMeasureSaturation()
+ *           PIX     *pixModifyBrightness()
+ *
+ *      Color shifting
+ *           PIX     *pixMosaicColorShiftRGB()
+ *           PIX     *pixColorShiftRGB()
+ *
+ *      Darken gray (unsaturated) pixels
+ *           PIX     *pixDarkenGray()
+ *
+ *      General multiplicative constant color transform
+ *           PIX     *pixMultConstantColor()
+ *           PIX     *pixMultMatrixColor()
+ *
+ *      Edge by bandpass
+ *           PIX     *pixHalfEdgeByBandpass()
+ *
+ *      Gamma correction, contrast enhancement and histogram equalization
+ *      apply a simple mapping function to each pixel (or, for color
+ *      images, to each sample (i.e., r,g,b) of the pixel).
+ *
+ *       ~ Gamma correction either lightens the image or darkens
+ *         it, depending on whether the gamma factor is greater
+ *         or less than 1.0, respectively.
+ *
+ *       ~ Contrast enhancement darkens the pixels that are already
+ *         darker than the middle of the dynamic range (128)
+ *         and lightens pixels that are lighter than 128.
+ *
+ *       ~ Histogram equalization remaps to have the same number
+ *         of image pixels at each of 256 intensity values.  This is
+ *         a quick and dirty method of adjusting contrast and brightness
+ *         to bring out details in both light and dark regions.
+ *
+ *      Unsharp masking is a more complicated enhancement.
+ *      A "high frequency" image, generated by subtracting
+ *      the smoothed ("low frequency") part of the image from
+ *      itself, has all the energy at the edges.  This "edge image"
+ *      has 0 average value.  A fraction of the edge image is
+ *      then added to the original, enhancing the differences
+ *      between pixel values at edges.  Because we represent
+ *      images as l_uint8 arrays, we preserve dynamic range and
+ *      handle negative values by doing all the arithmetic on
+ *      shifted l_uint16 arrays; the l_uint8 values are recovered
+ *      at the end.
+ *
+ *      Hue and saturation modification work in HSV space.  Because
+ *      this is too large for efficient table lookup, each pixel value
+ *      is transformed to HSV, modified, and transformed back.
+ *      It's not the fastest way to do this, but the method is
+ *      easily understood.
+ *
+ *      Unsharp masking is never in-place, and returns a clone if no
+ *      operation is to be performed.
+ *
+ */ + + +#include +#include "allheaders.h" + + /* Scales contrast enhancement factor to have a useful range + * between 0.0 and 1.0 */ +static const l_float32 EnhanceScaleFactor = 5.0; + +/*-------------------------------------------------------------* + * Gamma TRC (tone reproduction curve) mapping * + *-------------------------------------------------------------*/ +/*! + * \brief pixGammaTRC() + * + * \param[in] pixd [optional] null or equal to pixs + * \param[in] pixs 8 or 32 bpp; or 2, 4 or 8 bpp with colormap + * \param[in] gamma gamma correction; must be > 0.0 + * \param[in] minval input value that gives 0 for output; can be < 0 + * \param[in] maxval input value that gives 255 for output; can be > 255 + * \return pixd always + * + * 
+ * Notes:
+ *      (1) pixd must either be null or equal to pixs.
+ *          For in-place operation, set pixd == pixs:
+ *             pixGammaTRC(pixs, pixs, ...);
+ *          To get a new image, set pixd == null:
+ *             pixd = pixGammaTRC(NULL, pixs, ...);
+ *      (2) If pixs is colormapped, the colormap is transformed,
+ *          either in-place or in a copy of pixs.
+ *      (3) We use a gamma mapping between minval and maxval.
+ *      (4) If gamma < 1.0, the image will appear darker;
+ *          if gamma > 1.0, the image will appear lighter;
+ *      (5) If gamma = 1.0 and minval = 0 and maxval = 255, no
+ *          enhancement is performed; return a copy unless in-place,
+ *          in which case this is a no-op.
+ *      (6) For color images that are not colormapped, the mapping
+ *          is applied to each component.
+ *      (7) minval and maxval are not restricted to the interval [0, 255].
+ *          If minval < 0, an input value of 0 is mapped to a
+ *          nonzero output.  This will turn black to gray.
+ *          If maxval > 255, an input value of 255 is mapped to
+ *          an output value less than 255.  This will turn
+ *          white (e.g., in the background) to gray.
+ *      (8) Increasing minval darkens the image.
+ *      (9) Decreasing maxval bleaches the image.
+ *      (10) Simultaneously increasing minval and decreasing maxval
+ *           will darken the image and make the colors more intense;
+ *           e.g., minval = 50, maxval = 200.
+ *      (11) See numaGammaTRC() for further examples of use.
+ *      (12) Use pixTRCMapGeneral() if applying different mappings
+ *           to each channel in an RGB image.
+ *
+ */ +PIX * +pixGammaTRC(PIX *pixd, + PIX *pixs, + l_float32 gamma, + l_int32 minval, + l_int32 maxval) +{ +l_int32 d; +NUMA *nag; +PIXCMAP *cmap; + + PROCNAME("pixGammaTRC"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or pixs", procName, pixd); + if (gamma <= 0.0) { + L_WARNING("gamma must be > 0.0; setting to 1.0\n", procName); + gamma = 1.0; + } + if (minval >= maxval) + return (PIX *)ERROR_PTR("minval not < maxval", procName, pixd); + cmap = pixGetColormap(pixs); + d = pixGetDepth(pixs); + if (!cmap && d != 8 && d != 32) + return (PIX *)ERROR_PTR("depth not 8 or 32 bpp", procName, pixd); + + if (gamma == 1.0 && minval == 0 && maxval == 255) /* no-op */ + return pixCopy(pixd, pixs); + + if (!pixd) /* start with a copy if not in-place */ + pixd = pixCopy(NULL, pixs); + + if (cmap) { + pixcmapGammaTRC(pixGetColormap(pixd), gamma, minval, maxval); + return pixd; + } + + /* pixd is 8 or 32 bpp */ + if ((nag = numaGammaTRC(gamma, minval, maxval)) == NULL) + return (PIX *)ERROR_PTR("nag not made", procName, pixd); + pixTRCMap(pixd, NULL, nag); + numaDestroy(&nag); + + return pixd; +} + + +/*! + * \brief pixGammaTRCMasked() + * + * \param[in] pixd [optional] null or equal to pixs + * \param[in] pixs 8 or 32 bpp; not colormapped + * \param[in] pixm [optional] null or 1 bpp + * \param[in] gamma gamma correction; must be > 0.0 + * \param[in] minval input value that gives 0 for output; can be < 0 + * \param[in] maxval input value that gives 255 for output; can be > 255 + * \return pixd always + * + * 
+ * Notes:
+ *      (1) Same as pixGammaTRC() except mapping is optionally over
+ *          a subset of pixels described by pixm.
+ *      (2) Masking does not work for colormapped images.
+ *      (3) See pixGammaTRC() for details on how to use the parameters.
+ *
+ */ +PIX * +pixGammaTRCMasked(PIX *pixd, + PIX *pixs, + PIX *pixm, + l_float32 gamma, + l_int32 minval, + l_int32 maxval) +{ +l_int32 d; +NUMA *nag; + + PROCNAME("pixGammaTRCMasked"); + + if (!pixm) + return pixGammaTRC(pixd, pixs, gamma, minval, maxval); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("invalid: pixs has a colormap", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or pixs", procName, pixd); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("depth not 8 or 32 bpp", procName, pixd); + if (minval >= maxval) + return (PIX *)ERROR_PTR("minval not < maxval", procName, pixd); + if (gamma <= 0.0) { + L_WARNING("gamma must be > 0.0; setting to 1.0\n", procName); + gamma = 1.0; + } + + if (gamma == 1.0 && minval == 0 && maxval == 255) + return pixCopy(pixd, pixs); + + if (!pixd) /* start with a copy if not in-place */ + pixd = pixCopy(NULL, pixs); + + if ((nag = numaGammaTRC(gamma, minval, maxval)) == NULL) + return (PIX *)ERROR_PTR("nag not made", procName, pixd); + pixTRCMap(pixd, pixm, nag); + numaDestroy(&nag); + + return pixd; +} + + +/*! + * \brief pixGammaTRCWithAlpha() + * + * \param[in] pixd [optional] null or equal to pixs + * \param[in] pixs 32 bpp + * \param[in] gamma gamma correction; must be > 0.0 + * \param[in] minval input value that gives 0 for output; can be < 0 + * \param[in] maxval input value that gives 255 for output; can be > 255 + * \return pixd always + * + * 
+ * Notes:
+ *      (1) See usage notes in pixGammaTRC().
+ *      (2) This version saves the alpha channel.  It is only valid
+ *          for 32 bpp (no colormap), and is a bit slower.
+ *
+ */ +PIX * +pixGammaTRCWithAlpha(PIX *pixd, + PIX *pixs, + l_float32 gamma, + l_int32 minval, + l_int32 maxval) +{ +NUMA *nag; +PIX *pixalpha; + + PROCNAME("pixGammaTRCWithAlpha"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or pixs", procName, pixd); + if (gamma <= 0.0) { + L_WARNING("gamma must be > 0.0; setting to 1.0\n", procName); + gamma = 1.0; + } + if (minval >= maxval) + return (PIX *)ERROR_PTR("minval not < maxval", procName, pixd); + + if (gamma == 1.0 && minval == 0 && maxval == 255) + return pixCopy(pixd, pixs); + if (!pixd) /* start with a copy if not in-place */ + pixd = pixCopy(NULL, pixs); + + pixalpha = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL); /* save */ + if ((nag = numaGammaTRC(gamma, minval, maxval)) == NULL) + return (PIX *)ERROR_PTR("nag not made", procName, pixd); + pixTRCMap(pixd, NULL, nag); + pixSetRGBComponent(pixd, pixalpha, L_ALPHA_CHANNEL); /* restore */ + pixSetSpp(pixd, 4); + + numaDestroy(&nag); + pixDestroy(&pixalpha); + return pixd; +} + + +/*! + * \brief numaGammaTRC() + * + * \param[in] gamma gamma factor; must be > 0.0 + * \param[in] minval input value that gives 0 for output + * \param[in] maxval input value that gives 255 for output + * \return na, or NULL on error + * + * 
+ * Notes:
+ *      (1) The map is returned as a numa; values are clipped to [0, 255].
+ *      (2) To force all intensities into a range within fraction delta
+ *          of white, use: minval = -256 * (1 - delta) / delta
+ *                         maxval = 255
+ *      (3) To force all intensities into a range within fraction delta
+ *          of black, use: minval = 0
+ *                         maxval = 256 * (1 - delta) / delta
+ *
+ */ +NUMA * +numaGammaTRC(l_float32 gamma, + l_int32 minval, + l_int32 maxval) +{ +l_int32 i, val; +l_float32 x, invgamma; +NUMA *na; + + PROCNAME("numaGammaTRC"); + + if (minval >= maxval) + return (NUMA *)ERROR_PTR("minval not < maxval", procName, NULL); + if (gamma <= 0.0) { + L_WARNING("gamma must be > 0.0; setting to 1.0\n", procName); + gamma = 1.0; + } + + invgamma = 1. / gamma; + na = numaCreate(256); + for (i = 0; i < minval; i++) + numaAddNumber(na, 0); + for (i = minval; i <= maxval; i++) { + if (i < 0) continue; + if (i > 255) continue; + x = (l_float32)(i - minval) / (l_float32)(maxval - minval); + val = (l_int32)(255. * powf(x, invgamma) + 0.5); + val = L_MAX(val, 0); + val = L_MIN(val, 255); + numaAddNumber(na, val); + } + for (i = maxval + 1; i < 256; i++) + numaAddNumber(na, 255); + + return na; +} + + +/*-------------------------------------------------------------* + * Contrast enhancement * + *-------------------------------------------------------------*/ +/*! + * \brief pixContrastTRC() + * + * \param[in] pixd [optional] null or equal to pixs + * \param[in] pixs 8 or 32 bpp; or 2, 4 or 8 bpp with colormap + * \param[in] factor 0.0 is no enhancement + * \return pixd always + * + * 
+ * Notes:
+ *      (1) pixd must either be null or equal to pixs.
+ *          For in-place operation, set pixd == pixs:
+ *             pixContrastTRC(pixs, pixs, ...);
+ *          To get a new image, set pixd == null:
+ *             pixd = pixContrastTRC(NULL, pixs, ...);
+ *      (2) If pixs is colormapped, the colormap is transformed,
+ *          either in-place or in a copy of pixs.
+ *      (3) Contrast is enhanced by mapping each color component
+ *          using an atan function with maximum slope at 127.
+ *          Pixels below 127 are lowered in intensity and pixels
+ *          above 127 are increased.
+ *      (4) The useful range for the contrast factor is scaled to
+ *          be in (0.0 to 1.0), but larger values can also be used.
+ *      (5) If factor == 0.0, no enhancement is performed; return a copy
+ *          unless in-place, in which case this is a no-op.
+ *      (6) For color images that are not colormapped, the mapping
+ *          is applied to each component.
+ *
+ */ +PIX * +pixContrastTRC(PIX *pixd, + PIX *pixs, + l_float32 factor) +{ +l_int32 d; +NUMA *nac; +PIXCMAP *cmap; + + PROCNAME("pixContrastTRC"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or pixs", procName, pixd); + if (factor < 0.0) { + L_WARNING("factor must be >= 0.0; using 0.0\n", procName); + factor = 0.0; + } + if (factor == 0.0) + return pixCopy(pixd, pixs); + + cmap = pixGetColormap(pixs); + d = pixGetDepth(pixs); + if (!cmap && d != 8 && d != 32) + return (PIX *)ERROR_PTR("depth not 8 or 32 bpp", procName, pixd); + + if (!pixd) /* start with a copy if not in-place */ + pixd = pixCopy(NULL, pixs); + + if (cmap) { + pixcmapContrastTRC(pixGetColormap(pixd), factor); + return pixd; + } + + /* pixd is 8 or 32 bpp */ + if ((nac = numaContrastTRC(factor)) == NULL) + return (PIX *)ERROR_PTR("nac not made", procName, pixd); + pixTRCMap(pixd, NULL, nac); + numaDestroy(&nac); + + return pixd; +} + + +/*! + * \brief pixContrastTRCMasked() + * + * \param[in] pixd [optional] null or equal to pixs + * \param[in] pixs 8 or 32 bpp; or 2, 4 or 8 bpp with colormap + * \param[in] pixm [optional] null or 1 bpp + * \param[in] factor 0.0 is no enhancement + * \return pixd always + * + * 
+ * Notes:
+ *      (1) Same as pixContrastTRC() except mapping is optionally over
+ *          a subset of pixels described by pixm.
+ *      (2) Masking does not work for colormapped images.
+ *      (3) See pixContrastTRC() for details on how to use the parameters.
+ *
+ */ +PIX * +pixContrastTRCMasked(PIX *pixd, + PIX *pixs, + PIX *pixm, + l_float32 factor) +{ +l_int32 d; +NUMA *nac; + + PROCNAME("pixContrastTRCMasked"); + + if (!pixm) + return pixContrastTRC(pixd, pixs, factor); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("invalid: pixs has a colormap", procName, pixd); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or pixs", procName, pixd); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("depth not 8 or 32 bpp", procName, pixd); + + if (factor < 0.0) { + L_WARNING("factor must be >= 0.0; using 0.0\n", procName); + factor = 0.0; + } + if (factor == 0.0) + return pixCopy(pixd, pixs); + + if (!pixd) /* start with a copy if not in-place */ + pixd = pixCopy(NULL, pixs); + + if ((nac = numaContrastTRC(factor)) == NULL) + return (PIX *)ERROR_PTR("nac not made", procName, pixd); + pixTRCMap(pixd, pixm, nac); + numaDestroy(&nac); + + return pixd; +} + + +/*! + * \brief numaContrastTRC() + * + * \param[in] factor generally between 0.0 [no enhancement] + * and 1.0, but can be larger than 1.0 + * \return na, or NULL on error + * + * 
+ * Notes:
+ *      (1) The mapping is monotonic increasing, where 0 is mapped
+ *          to 0 and 255 is mapped to 255.
+ *      (2) As 'factor' is increased from 0.0 (where the mapping is linear),
+ *          the map gets closer to its limit as a step function that
+ *          jumps from 0 to 255 at the center (input value = 127).
+ *
+ */ +NUMA * +numaContrastTRC(l_float32 factor) +{ +l_int32 i, val; +l_float64 x, ymax, ymin, dely, scale; +NUMA *na; + + PROCNAME("numaContrastTRC"); + + if (factor < 0.0) { + L_WARNING("factor must be >= 0.0; using 0.0; no enhancement\n", + procName); + factor = 0.0; + } + if (factor == 0.0) + return numaMakeSequence(0, 1, 256); /* linear map */ + + scale = EnhanceScaleFactor; + ymax = atan((l_float64)(1.0 * factor * scale)); + ymin = atan((l_float64)(-127. * factor * scale / 128.)); + dely = ymax - ymin; + na = numaCreate(256); + for (i = 0; i < 256; i++) { + x = (l_float64)i; + val = (l_int32)((255. / dely) * + (-ymin + atan((l_float64)(factor * scale * (x - 127.) / 128.))) + + 0.5); + numaAddNumber(na, val); + } + + return na; +} + + +/*-------------------------------------------------------------* + * Histogram equalization * + *-------------------------------------------------------------*/ +/*! + * \brief pixEqualizeTRC() + * + * \param[in] pixd [optional] null or equal to pixs + * \param[in] pixs 8 bpp gray, 32 bpp rgb, or colormapped + * \param[in] fract fraction of equalization movement of pixel values + * \param[in] factor subsampling factor; integer >= 1 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) pixd must either be null or equal to pixs.
+ *          For in-place operation, set pixd == pixs:
+ *             pixEqualizeTRC(pixs, pixs, ...);
+ *          To get a new image, set pixd == null:
+ *             pixd = pixEqualizeTRC(NULL, pixs, ...);
+ *      (2) In histogram equalization, a tone reproduction curve
+ *          mapping is used to make the number of pixels at each
+ *          intensity equal.
+ *      (3) If fract == 0.0, no equalization is performed; return a copy
+ *          unless in-place, in which case this is a no-op.
+ *          If fract == 1.0, equalization is complete.
+ *      (4) Set the subsampling factor > 1 to reduce the amount of computation.
+ *      (5) If pixs is colormapped, the colormap is removed and
+ *          converted to rgb or grayscale.
+ *      (6) If pixs has color, equalization is done in each channel
+ *          separately.
+ *      (7) Note that even if there is a colormap, we can get an
+ *          in-place operation because the intermediate image pixt
+ *          is copied back to pixs (which for in-place is the same
+ *          as pixd).
+ *
+ */ +PIX * +pixEqualizeTRC(PIX *pixd, + PIX *pixs, + l_float32 fract, + l_int32 factor) +{ +l_int32 d; +NUMA *na; +PIX *pixt, *pix8; +PIXCMAP *cmap; + + PROCNAME("pixEqualizeTRC"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or pixs", procName, pixd); + cmap = pixGetColormap(pixs); + d = pixGetDepth(pixs); + if (d != 8 && d != 32 && !cmap) + return (PIX *)ERROR_PTR("pixs not 8/32 bpp or cmapped", procName, NULL); + if (fract < 0.0 || fract > 1.0) + return (PIX *)ERROR_PTR("fract not in [0.0 ... 1.0]", procName, NULL); + if (factor < 1) + return (PIX *)ERROR_PTR("sampling factor < 1", procName, NULL); + + if (fract == 0.0) + return pixCopy(pixd, pixs); + + /* If there is a colormap, remove it. */ + if (cmap) + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC); + else + pixt = pixClone(pixs); + + /* Make a copy if necessary */ + pixd = pixCopy(pixd, pixt); + pixDestroy(&pixt); + + d = pixGetDepth(pixd); + if (d == 8) { + na = numaEqualizeTRC(pixd, fract, factor); + pixTRCMap(pixd, NULL, na); + numaDestroy(&na); + } else { /* 32 bpp */ + pix8 = pixGetRGBComponent(pixd, COLOR_RED); + na = numaEqualizeTRC(pix8, fract, factor); + pixTRCMap(pix8, NULL, na); + pixSetRGBComponent(pixd, pix8, COLOR_RED); + numaDestroy(&na); + pixDestroy(&pix8); + pix8 = pixGetRGBComponent(pixd, COLOR_GREEN); + na = numaEqualizeTRC(pix8, fract, factor); + pixTRCMap(pix8, NULL, na); + pixSetRGBComponent(pixd, pix8, COLOR_GREEN); + numaDestroy(&na); + pixDestroy(&pix8); + pix8 = pixGetRGBComponent(pixd, COLOR_BLUE); + na = numaEqualizeTRC(pix8, fract, factor); + pixTRCMap(pix8, NULL, na); + pixSetRGBComponent(pixd, pix8, COLOR_BLUE); + numaDestroy(&na); + pixDestroy(&pix8); + } + + return pixd; +} + + +/*! + * \brief numaEqualizeTRC() + * + * \param[in] pix 8 bpp, no colormap + * \param[in] fract fraction of equalization movement of pixel values + * \param[in] factor subsampling factor; integer >= 1 + * \return nad, or NULL on error + * + * 
+ * Notes:
+ *      (1) If fract == 0.0, no equalization will be performed.
+ *          If fract == 1.0, equalization is complete.
+ *      (2) Set the subsampling factor > 1 to reduce the amount of computation.
+ *      (3) The map is returned as a numa with 256 values, specifying
+ *          the equalized value (array value) for every input value
+ *          (the array index).
+ *
+ */ +NUMA * +numaEqualizeTRC(PIX *pix, + l_float32 fract, + l_int32 factor) +{ +l_int32 iin, iout, itarg; +l_float32 val, sum; +NUMA *nah, *nasum, *nad; + + PROCNAME("numaEqualizeTRC"); + + if (!pix) + return (NUMA *)ERROR_PTR("pix not defined", procName, NULL); + if (pixGetDepth(pix) != 8) + return (NUMA *)ERROR_PTR("pix not 8 bpp", procName, NULL); + if (fract < 0.0 || fract > 1.0) + return (NUMA *)ERROR_PTR("fract not in [0.0 ... 1.0]", procName, NULL); + if (factor < 1) + return (NUMA *)ERROR_PTR("sampling factor < 1", procName, NULL); + + if (fract == 0.0) + L_WARNING("fract = 0.0; no equalization requested\n", procName); + + if ((nah = pixGetGrayHistogram(pix, factor)) == NULL) + return (NUMA *)ERROR_PTR("histogram not made", procName, NULL); + numaGetSum(nah, &sum); + nasum = numaGetPartialSums(nah); + + nad = numaCreate(256); + for (iin = 0; iin < 256; iin++) { + numaGetFValue(nasum, iin, &val); + itarg = (l_int32)(255. * val / sum + 0.5); + iout = iin + (l_int32)(fract * (itarg - iin)); + iout = L_MIN(iout, 255); /* to be safe */ + numaAddNumber(nad, iout); + } + + numaDestroy(&nah); + numaDestroy(&nasum); + return nad; +} + + +/*-------------------------------------------------------------* + * Generic TRC mapping * + *-------------------------------------------------------------*/ +/*! + * \brief pixTRCMap() + * + * \param[in] pixs 8 grayscale or 32 bpp rgb; not colormapped + * \param[in] pixm [optional] 1 bpp mask + * \param[in] na mapping array + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This operation is in-place on pixs.
+ *      (2) For 32 bpp, this applies the same map to each of the r,g,b
+ *          components.
+ *      (3) The mapping array is of size 256, and it maps the input
+ *          index into values in the range [0, 255].
+ *      (4) If defined, the optional 1 bpp mask pixm has its origin
+ *          aligned with pixs, and the map function is applied only
+ *          to pixels in pixs under the fg of pixm.
+ *      (5) For 32 bpp, this does not save the alpha channel.
+ *
+ */ +l_int32 +pixTRCMap(PIX *pixs, + PIX *pixm, + NUMA *na) +{ +l_int32 w, h, d, wm, hm, wpl, wplm, i, j, sval8, dval8; +l_uint32 sval32, dval32; +l_uint32 *data, *datam, *line, *linem, *tab; + + PROCNAME("pixTRCMap"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (pixGetColormap(pixs)) + return ERROR_INT("pixs is colormapped", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (numaGetCount(na) != 256) + return ERROR_INT("na not of size 256", procName, 1); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 && d != 32) + return ERROR_INT("pixs not 8 or 32 bpp", procName, 1); + if (pixm) { + if (pixGetDepth(pixm) != 1) + return ERROR_INT("pixm not 1 bpp", procName, 1); + } + + tab = (l_uint32 *)numaGetIArray(na); /* get the array for efficiency */ + wpl = pixGetWpl(pixs); + data = pixGetData(pixs); + if (!pixm) { + if (d == 8) { + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + sval8 = GET_DATA_BYTE(line, j); + dval8 = tab[sval8]; + SET_DATA_BYTE(line, j, dval8); + } + } + } else { /* d == 32 */ + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + sval32 = *(line + j); + dval32 = + tab[(sval32 >> L_RED_SHIFT) & 0xff] << L_RED_SHIFT | + tab[(sval32 >> L_GREEN_SHIFT) & 0xff] << L_GREEN_SHIFT | + tab[(sval32 >> L_BLUE_SHIFT) & 0xff] << L_BLUE_SHIFT; + *(line + j) = dval32; + } + } + } + } else { + datam = pixGetData(pixm); + wplm = pixGetWpl(pixm); + pixGetDimensions(pixm, &wm, &hm, NULL); + if (d == 8) { + for (i = 0; i < h; i++) { + if (i >= hm) + break; + line = data + i * wpl; + linem = datam + i * wplm; + for (j = 0; j < w; j++) { + if (j >= wm) + break; + if (GET_DATA_BIT(linem, j) == 0) + continue; + sval8 = GET_DATA_BYTE(line, j); + dval8 = tab[sval8]; + SET_DATA_BYTE(line, j, dval8); + } + } + } else { /* d == 32 */ + for (i = 0; i < h; i++) { + if (i >= hm) + break; + line = data + i * wpl; + linem = datam + i * wplm; + for (j = 0; j < w; j++) { + if (j >= wm) + break; + if (GET_DATA_BIT(linem, j) == 0) + continue; + sval32 = *(line + j); + dval32 = + tab[(sval32 >> L_RED_SHIFT) & 0xff] << L_RED_SHIFT | + tab[(sval32 >> L_GREEN_SHIFT) & 0xff] << L_GREEN_SHIFT | + tab[(sval32 >> L_BLUE_SHIFT) & 0xff] << L_BLUE_SHIFT; + *(line + j) = dval32; + } + } + } + } + + LEPT_FREE(tab); + return 0; +} + + +/*! + * \brief pixTRCMapGeneral() + * + * \param[in] pixs 32 bpp rgb; not colormapped + * \param[in] pixm [optional] 1 bpp mask + * \param[in] nar, nag, nab mapping arrays + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This operation is in-place on %pixs.
+ *      (2) Each of the r,g,b mapping arrays is of size 256. They map the
+ *          input value for that color component into values in the
+ *          range [0, 255].
+ *      (3) In the special case where the r, g and b mapping arrays are
+ *          all the same, call pixTRCMap() instead.
+ *      (4) If defined, the optional 1 bpp mask %pixm has its origin
+ *          aligned with %pixs, and the map function is applied only
+ *          to pixels in %pixs under the fg of pixm.
+ *      (5) The alpha channel is not saved.
+ *
+ */ +l_int32 +pixTRCMapGeneral(PIX *pixs, + PIX *pixm, + NUMA *nar, + NUMA *nag, + NUMA *nab) +{ +l_int32 w, h, wm, hm, wpl, wplm, i, j; +l_uint32 sval32, dval32; +l_uint32 *data, *datam, *line, *linem, *tabr, *tabg, *tabb; + + PROCNAME("pixTRCMapGeneral"); + + if (!pixs || pixGetDepth(pixs) != 32) + return ERROR_INT("pixs not defined or not 32 bpp", procName, 1); + if (pixm && pixGetDepth(pixm) != 1) + return ERROR_INT("pixm defined and not 1 bpp", procName, 1); + if (!nar || !nag || !nab) + return ERROR_INT("na{r,g,b} not all defined", procName, 1); + if (numaGetCount(nar) != 256 || numaGetCount(nag) != 256 || + numaGetCount(nab) != 256) + return ERROR_INT("na{r,g,b} not all of size 256", procName, 1); + + /* Get the arrays for efficiency */ + tabr = (l_uint32 *)numaGetIArray(nar); + tabg = (l_uint32 *)numaGetIArray(nag); + tabb = (l_uint32 *)numaGetIArray(nab); + pixGetDimensions(pixs, &w, &h, NULL); + wpl = pixGetWpl(pixs); + data = pixGetData(pixs); + if (!pixm) { + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + sval32 = *(line + j); + dval32 = + tabr[(sval32 >> L_RED_SHIFT) & 0xff] << L_RED_SHIFT | + tabg[(sval32 >> L_GREEN_SHIFT) & 0xff] << L_GREEN_SHIFT | + tabb[(sval32 >> L_BLUE_SHIFT) & 0xff] << L_BLUE_SHIFT; + *(line + j) = dval32; + } + } + } else { + datam = pixGetData(pixm); + wplm = pixGetWpl(pixm); + pixGetDimensions(pixm, &wm, &hm, NULL); + for (i = 0; i < h; i++) { + if (i >= hm) + break; + line = data + i * wpl; + linem = datam + i * wplm; + for (j = 0; j < w; j++) { + if (j >= wm) + break; + if (GET_DATA_BIT(linem, j) == 0) + continue; + sval32 = *(line + j); + dval32 = + tabr[(sval32 >> L_RED_SHIFT) & 0xff] << L_RED_SHIFT | + tabg[(sval32 >> L_GREEN_SHIFT) & 0xff] << L_GREEN_SHIFT | + tabb[(sval32 >> L_BLUE_SHIFT) & 0xff] << L_BLUE_SHIFT; + *(line + j) = dval32; + } + } + } + + LEPT_FREE(tabr); + LEPT_FREE(tabg); + LEPT_FREE(tabb); + return 0; +} + + + +/*-----------------------------------------------------------------------* + * Unsharp masking * + *-----------------------------------------------------------------------*/ +/*! + * \brief pixUnsharpMasking() + * + * \param[in] pixs all depths except 1 bpp; with or without colormaps + * \param[in] halfwidth "half-width" of smoothing filter + * \param[in] fract fraction of edge added back into image + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) We use symmetric smoothing filters of odd dimension,
+ *          typically use sizes of 3, 5, 7, etc.  The %halfwidth parameter
+ *          for these is (size - 1)/2; i.e., 1, 2, 3, etc.
+ *      (2) The fract parameter is typically taken in the
+ *          range:  0.2 < fract < 0.7
+ *      (3) Returns a clone if no sharpening is requested.
+ *
+ */ +PIX * +pixUnsharpMasking(PIX *pixs, + l_int32 halfwidth, + l_float32 fract) +{ +l_int32 d; +PIX *pixt, *pixd, *pixr, *pixrs, *pixg, *pixgs, *pixb, *pixbs; + + PROCNAME("pixUnsharpMasking"); + + if (!pixs || (pixGetDepth(pixs) == 1)) + return (PIX *)ERROR_PTR("pixs not defined or 1 bpp", procName, NULL); + if (fract <= 0.0 || halfwidth <= 0) { + L_WARNING("no sharpening requested; clone returned\n", procName); + return pixClone(pixs); + } + + if (halfwidth == 1 || halfwidth == 2) + return pixUnsharpMaskingFast(pixs, halfwidth, fract, L_BOTH_DIRECTIONS); + + /* Remove colormap; clone if possible; result is either 8 or 32 bpp */ + if ((pixt = pixConvertTo8Or32(pixs, L_CLONE, 0)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + + /* Sharpen */ + d = pixGetDepth(pixt); + if (d == 8) { + pixd = pixUnsharpMaskingGray(pixt, halfwidth, fract); + } else { /* d == 32 */ + pixr = pixGetRGBComponent(pixs, COLOR_RED); + pixrs = pixUnsharpMaskingGray(pixr, halfwidth, fract); + pixDestroy(&pixr); + pixg = pixGetRGBComponent(pixs, COLOR_GREEN); + pixgs = pixUnsharpMaskingGray(pixg, halfwidth, fract); + pixDestroy(&pixg); + pixb = pixGetRGBComponent(pixs, COLOR_BLUE); + pixbs = pixUnsharpMaskingGray(pixb, halfwidth, fract); + pixDestroy(&pixb); + pixd = pixCreateRGBImage(pixrs, pixgs, pixbs); + pixDestroy(&pixrs); + pixDestroy(&pixgs); + pixDestroy(&pixbs); + if (pixGetSpp(pixs) == 4) + pixScaleAndTransferAlpha(pixd, pixs, 1.0, 1.0); + } + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixUnsharpMaskingGray() + * + * \param[in] pixs 8 bpp; no colormap + * \param[in] halfwidth "half-width" of smoothing filter + * \param[in] fract fraction of edge added back into image + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) We use symmetric smoothing filters of odd dimension,
+ *          typically use sizes of 3, 5, 7, etc.  The %halfwidth parameter
+ *          for these is (size - 1)/2; i.e., 1, 2, 3, etc.
+ *      (2) The fract parameter is typically taken in the range:
+ *          0.2 < fract < 0.7
+ *      (3) Returns a clone if no sharpening is requested.
+ *
+ */ +PIX * +pixUnsharpMaskingGray(PIX *pixs, + l_int32 halfwidth, + l_float32 fract) +{ +l_int32 w, h, d; +PIX *pixc, *pixd; +PIXACC *pixacc; + + PROCNAME("pixUnsharpMaskingGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 || pixGetColormap(pixs) != NULL) + return (PIX *)ERROR_PTR("pixs not 8 bpp or has cmap", procName, NULL); + if (fract <= 0.0 || halfwidth <= 0) { + L_WARNING("no sharpening requested; clone returned\n", procName); + return pixClone(pixs); + } + if (halfwidth == 1 || halfwidth == 2) + return pixUnsharpMaskingGrayFast(pixs, halfwidth, fract, + L_BOTH_DIRECTIONS); + + if ((pixc = pixBlockconvGray(pixs, NULL, halfwidth, halfwidth)) == NULL) + return (PIX *)ERROR_PTR("pixc not made", procName, NULL); + + /* Steps: + * (1) edge image is pixs - pixc (this is highpass part) + * (2) multiply edge image by fract + * (3) add fraction of edge to pixs + * + * To show how this is done with both interfaces to arithmetic + * on integer Pix, here is the implementation in the lower-level + * function calls: + * pixt = pixInitAccumulate(w, h, 0x10000000)) == NULL) + * pixAccumulate(pixt, pixs, L_ARITH_ADD); + * pixAccumulate(pixt, pixc, L_ARITH_SUBTRACT); + * pixMultConstAccumulate(pixt, fract, 0x10000000); + * pixAccumulate(pixt, pixs, L_ARITH_ADD); + * pixd = pixFinalAccumulate(pixt, 0x10000000, 8)) == NULL) + * pixDestroy(&pixt); + * + * The code below does the same thing using the Pixacc accumulator, + * hiding the details of the offset that is needed for subtraction. + */ + pixacc = pixaccCreate(w, h, 1); + pixaccAdd(pixacc, pixs); + pixaccSubtract(pixacc, pixc); + pixaccMultConst(pixacc, fract); + pixaccAdd(pixacc, pixs); + pixd = pixaccFinal(pixacc, 8); + pixaccDestroy(&pixacc); + + pixDestroy(&pixc); + return pixd; +} + + +/*! + * \brief pixUnsharpMaskingFast() + * + * \param[in] pixs all depths except 1 bpp; with or without colormaps + * \param[in] halfwidth "half-width" of smoothing filter; 1 and 2 only + * \param[in] fract fraction of high frequency added to image + * \param[in] direction L_HORIZ, L_VERT, L_BOTH_DIRECTIONS + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The fast version uses separable 1-D filters directly on
+ *          the input image.  The halfwidth is either 1 (full width = 3)
+ *          or 2 (full width = 5).
+ *      (2) The fract parameter is typically taken in the
+ *            range:  0.2 < fract < 0.7
+ *      (3) To skip horizontal sharpening, use %fracth = 0.0; ditto for %fractv
+ *      (4) For one dimensional filtering (as an example):
+ *          For %halfwidth = 1, the low-pass filter is
+ *              L:    1/3    1/3   1/3
+ *          and the high-pass filter is
+ *              H = I - L:   -1/3   2/3   -1/3
+ *          For %halfwidth = 2, the low-pass filter is
+ *              L:    1/5    1/5   1/5    1/5    1/5
+ *          and the high-pass filter is
+ *              H = I - L:   -1/5  -1/5   4/5  -1/5   -1/5
+ *          The new sharpened pixel value is found by adding some fraction
+ *          of the high-pass filter value (which sums to 0) to the
+ *          initial pixel value:
+ *              N = I + fract * H
+ *      (5) For 2D, the sharpening filter is not separable, because the
+ *          vertical filter depends on the horizontal location relative
+ *          to the filter origin, and v.v.   So we either do the full
+ *          2D filter (for %halfwidth == 1) or do the low-pass
+ *          convolution separably and then compose with the original pix.
+ *      (6) Returns a clone if no sharpening is requested.
+ *
+ */ +PIX * +pixUnsharpMaskingFast(PIX *pixs, + l_int32 halfwidth, + l_float32 fract, + l_int32 direction) +{ +l_int32 d; +PIX *pixt, *pixd, *pixr, *pixrs, *pixg, *pixgs, *pixb, *pixbs; + + PROCNAME("pixUnsharpMaskingFast"); + + if (!pixs || (pixGetDepth(pixs) == 1)) + return (PIX *)ERROR_PTR("pixs not defined or 1 bpp", procName, NULL); + if (fract <= 0.0 || halfwidth <= 0) { + L_WARNING("no sharpening requested; clone returned\n", procName); + return pixClone(pixs); + } + if (halfwidth != 1 && halfwidth != 2) + return (PIX *)ERROR_PTR("halfwidth must be 1 or 2", procName, NULL); + if (direction != L_HORIZ && direction != L_VERT && + direction != L_BOTH_DIRECTIONS) + return (PIX *)ERROR_PTR("invalid direction", procName, NULL); + + /* Remove colormap; clone if possible; result is either 8 or 32 bpp */ + if ((pixt = pixConvertTo8Or32(pixs, L_CLONE, 0)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + + /* Sharpen */ + d = pixGetDepth(pixt); + if (d == 8) { + pixd = pixUnsharpMaskingGrayFast(pixt, halfwidth, fract, direction); + } else { /* d == 32 */ + pixr = pixGetRGBComponent(pixs, COLOR_RED); + pixrs = pixUnsharpMaskingGrayFast(pixr, halfwidth, fract, direction); + pixDestroy(&pixr); + pixg = pixGetRGBComponent(pixs, COLOR_GREEN); + pixgs = pixUnsharpMaskingGrayFast(pixg, halfwidth, fract, direction); + pixDestroy(&pixg); + pixb = pixGetRGBComponent(pixs, COLOR_BLUE); + pixbs = pixUnsharpMaskingGrayFast(pixb, halfwidth, fract, direction); + pixDestroy(&pixb); + pixd = pixCreateRGBImage(pixrs, pixgs, pixbs); + if (pixGetSpp(pixs) == 4) + pixScaleAndTransferAlpha(pixd, pixs, 1.0, 1.0); + pixDestroy(&pixrs); + pixDestroy(&pixgs); + pixDestroy(&pixbs); + } + + pixDestroy(&pixt); + return pixd; +} + + + +/*! + * \brief pixUnsharpMaskingGrayFast() + * + * \param[in] pixs 8 bpp; no colormap + * \param[in] halfwidth "half-width" of smoothing filter: 1 or 2 + * \param[in] fract fraction of high frequency added to image + * \param[in] direction L_HORIZ, L_VERT, L_BOTH_DIRECTIONS + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) For usage and explanation of the algorithm, see notes
+ *          in pixUnsharpMaskingFast().
+ *      (2) Returns a clone if no sharpening is requested.
+ *
+ */ +PIX * +pixUnsharpMaskingGrayFast(PIX *pixs, + l_int32 halfwidth, + l_float32 fract, + l_int32 direction) +{ +PIX *pixd; + + PROCNAME("pixUnsharpMaskingGrayFast"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8 || pixGetColormap(pixs) != NULL) + return (PIX *)ERROR_PTR("pixs not 8 bpp or has cmap", procName, NULL); + if (fract <= 0.0 || halfwidth <= 0) { + L_WARNING("no sharpening requested; clone returned\n", procName); + return pixClone(pixs); + } + if (halfwidth != 1 && halfwidth != 2) + return (PIX *)ERROR_PTR("halfwidth must be 1 or 2", procName, NULL); + if (direction != L_HORIZ && direction != L_VERT && + direction != L_BOTH_DIRECTIONS) + return (PIX *)ERROR_PTR("invalid direction", procName, NULL); + + if (direction != L_BOTH_DIRECTIONS) + pixd = pixUnsharpMaskingGray1D(pixs, halfwidth, fract, direction); + else /* 2D sharpening */ + pixd = pixUnsharpMaskingGray2D(pixs, halfwidth, fract); + + return pixd; +} + + +/*! + * \brief pixUnsharpMaskingGray1D() + * + * \param[in] pixs 8 bpp; no colormap + * \param[in] halfwidth "half-width" of smoothing filter: 1 or 2 + * \param[in] fract fraction of high frequency added to image + * \param[in] direction filtering direction; use L_HORIZ or L_VERT + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) For usage and explanation of the algorithm, see notes
+ *          in pixUnsharpMaskingFast().
+ *      (2) Returns a clone if no sharpening is requested.
+ *
+ */ +PIX * +pixUnsharpMaskingGray1D(PIX *pixs, + l_int32 halfwidth, + l_float32 fract, + l_int32 direction) +{ +l_int32 w, h, d, wpls, wpld, i, j, ival; +l_uint32 *datas, *datad; +l_uint32 *lines, *lines0, *lines1, *lines2, *lines3, *lines4, *lined; +l_float32 val, a[5]; +PIX *pixd; + + PROCNAME("pixUnsharpMaskingGray1D"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 || pixGetColormap(pixs) != NULL) + return (PIX *)ERROR_PTR("pixs not 8 bpp or has cmap", procName, NULL); + if (fract <= 0.0 || halfwidth <= 0) { + L_WARNING("no sharpening requested; clone returned\n", procName); + return pixClone(pixs); + } + if (halfwidth != 1 && halfwidth != 2) + return (PIX *)ERROR_PTR("halfwidth must be 1 or 2", procName, NULL); + + /* Initialize pixd with pixels from pixs that will not be + * set when computing the sharpened values. */ + pixd = pixCopyBorder(NULL, pixs, halfwidth, halfwidth, + halfwidth, halfwidth); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + + if (halfwidth == 1) { + a[0] = -fract / 3.0; + a[1] = 1.0 + fract * 2.0 / 3.0; + a[2] = a[0]; + } else { /* halfwidth == 2 */ + a[0] = -fract / 5.0; + a[1] = a[0]; + a[2] = 1.0 + fract * 4.0 / 5.0; + a[3] = a[0]; + a[4] = a[0]; + } + + if (direction == L_HORIZ) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + if (halfwidth == 1) { + for (j = 1; j < w - 1; j++) { + val = a[0] * GET_DATA_BYTE(lines, j - 1) + + a[1] * GET_DATA_BYTE(lines, j) + + a[2] * GET_DATA_BYTE(lines, j + 1); + ival = (l_int32)val; + ival = L_MAX(0, ival); + ival = L_MIN(255, ival); + SET_DATA_BYTE(lined, j, ival); + } + } else { /* halfwidth == 2 */ + for (j = 2; j < w - 2; j++) { + val = a[0] * GET_DATA_BYTE(lines, j - 2) + + a[1] * GET_DATA_BYTE(lines, j - 1) + + a[2] * GET_DATA_BYTE(lines, j) + + a[3] * GET_DATA_BYTE(lines, j + 1) + + a[4] * GET_DATA_BYTE(lines, j + 2); + ival = (l_int32)val; + ival = L_MAX(0, ival); + ival = L_MIN(255, ival); + SET_DATA_BYTE(lined, j, ival); + } + } + } + } else { /* direction == L_VERT */ + if (halfwidth == 1) { + for (i = 1; i < h - 1; i++) { + lines0 = datas + (i - 1) * wpls; + lines1 = datas + i * wpls; + lines2 = datas + (i + 1) * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = a[0] * GET_DATA_BYTE(lines0, j) + + a[1] * GET_DATA_BYTE(lines1, j) + + a[2] * GET_DATA_BYTE(lines2, j); + ival = (l_int32)val; + ival = L_MAX(0, ival); + ival = L_MIN(255, ival); + SET_DATA_BYTE(lined, j, ival); + } + } + } else { /* halfwidth == 2 */ + for (i = 2; i < h - 2; i++) { + lines0 = datas + (i - 2) * wpls; + lines1 = datas + (i - 1) * wpls; + lines2 = datas + i * wpls; + lines3 = datas + (i + 1) * wpls; + lines4 = datas + (i + 2) * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = a[0] * GET_DATA_BYTE(lines0, j) + + a[1] * GET_DATA_BYTE(lines1, j) + + a[2] * GET_DATA_BYTE(lines2, j) + + a[3] * GET_DATA_BYTE(lines3, j) + + a[4] * GET_DATA_BYTE(lines4, j); + ival = (l_int32)val; + ival = L_MAX(0, ival); + ival = L_MIN(255, ival); + SET_DATA_BYTE(lined, j, ival); + } + } + } + } + + return pixd; +} + + +/*! + * \brief pixUnsharpMaskingGray2D() + * + * \param[in] pixs 8 bpp; no colormap + * \param[in] halfwidth "half-width" of smoothing filter: 1 or 2 + * \param[in] fract fraction of high frequency added to image + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is for %halfwidth == 1, 2.
+ *      (2) The lowpass filter is implemented separably.
+ *      (3) Returns a clone if no sharpening is requested.
+ *
+ */ +PIX * +pixUnsharpMaskingGray2D(PIX *pixs, + l_int32 halfwidth, + l_float32 fract) +{ +l_int32 w, h, d, wpls, wpld, wplf, i, j, ival, sval; +l_uint32 *datas, *datad, *lines, *lined; +l_float32 val, norm; +l_float32 *dataf, *linef, *linef0, *linef1, *linef2, *linef3, *linef4; +PIX *pixd; +FPIX *fpix; + + PROCNAME("pixUnsharpMaskingGray2D"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 || pixGetColormap(pixs) != NULL) + return (PIX *)ERROR_PTR("pixs not 8 bpp or has cmap", procName, NULL); + if (fract <= 0.0 || halfwidth <= 0) { + L_WARNING("no sharpening requested; clone returned\n", procName); + return pixClone(pixs); + } + if (halfwidth != 1 && halfwidth != 2) + return (PIX *)ERROR_PTR("halfwidth must be 1 or 2", procName, NULL); + + if ((pixd = pixCopyBorder(NULL, pixs, halfwidth, halfwidth, + halfwidth, halfwidth)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + + /* Do the low pass separably. Store the result of horizontal + * smoothing in an intermediate fpix. */ + if ((fpix = fpixCreate(w, h)) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("fpix not made", procName, NULL); + } + dataf = fpixGetData(fpix); + wplf = fpixGetWpl(fpix); + if (halfwidth == 1) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + linef = dataf + i * wplf; + for (j = 1; j < w - 1; j++) { + val = GET_DATA_BYTE(lines, j - 1) + + GET_DATA_BYTE(lines, j) + + GET_DATA_BYTE(lines, j + 1); + linef[j] = val; + } + } + } else { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + linef = dataf + i * wplf; + for (j = 2; j < w - 2; j++) { + val = GET_DATA_BYTE(lines, j - 2) + + GET_DATA_BYTE(lines, j - 1) + + GET_DATA_BYTE(lines, j) + + GET_DATA_BYTE(lines, j + 1) + + GET_DATA_BYTE(lines, j + 2); + linef[j] = val; + } + } + } + + /* Do vertical smoothing to finish the low-pass filter. + * At each pixel, if L is the lowpass value, I is the + * src pixel value and f is the fraction of highpass to + * be added to I, then the highpass filter value is + * H = I - L + * and the new sharpened value is + * N = I + f * H. */ + if (halfwidth == 1) { + for (i = 1; i < h - 1; i++) { + linef0 = dataf + (i - 1) * wplf; + linef1 = dataf + i * wplf; + linef2 = dataf + (i + 1) * wplf; + lined = datad + i * wpld; + lines = datas + i * wpls; + norm = 1.0 / 9.0; + for (j = 1; j < w - 1; j++) { + val = norm * (linef0[j] + linef1[j] + + linef2[j]); /* L: lowpass filter value */ + sval = GET_DATA_BYTE(lines, j); /* I: source pixel */ + ival = (l_int32)(sval + fract * (sval - val) + 0.5); + ival = L_MAX(0, ival); + ival = L_MIN(255, ival); + SET_DATA_BYTE(lined, j, ival); + } + } + } else { + for (i = 2; i < h - 2; i++) { + linef0 = dataf + (i - 2) * wplf; + linef1 = dataf + (i - 1) * wplf; + linef2 = dataf + i * wplf; + linef3 = dataf + (i + 1) * wplf; + linef4 = dataf + (i + 2) * wplf; + lined = datad + i * wpld; + lines = datas + i * wpls; + norm = 1.0 / 25.0; + for (j = 2; j < w - 2; j++) { + val = norm * (linef0[j] + linef1[j] + linef2[j] + linef3[j] + + linef4[j]); /* L: lowpass filter value */ + sval = GET_DATA_BYTE(lines, j); /* I: source pixel */ + ival = (l_int32)(sval + fract * (sval - val) + 0.5); + ival = L_MAX(0, ival); + ival = L_MIN(255, ival); + SET_DATA_BYTE(lined, j, ival); + } + } + } + + fpixDestroy(&fpix); + return pixd; +} + + +/*-----------------------------------------------------------------------* + * Hue and saturation modification * + *-----------------------------------------------------------------------*/ +/*! + * \brief pixModifyHue() + * + * \param[in] pixd [optional] can be null or equal to pixs + * \param[in] pixs 32 bpp rgb + * \param[in] fract between -1.0 and 1.0 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) pixd must either be null or equal to pixs.
+ *          For in-place operation, set pixd == pixs:
+ *             pixEqualizeTRC(pixs, pixs, ...);
+ *          To get a new image, set pixd == null:
+ *             pixd = pixEqualizeTRC(NULL, pixs, ...);
+ *      (1) Use fract > 0.0 to increase hue value; < 0.0 to decrease it.
+ *          1.0 (or -1.0) represents a 360 degree rotation; i.e., no change.
+ *      (2) If no modification is requested (fract = -1.0 or 0 or 1.0),
+ *          return a copy unless in-place, in which case this is a no-op.
+ *      (3) See discussion of color-modification methods, in coloring.c.
+ *
+ */ +PIX * +pixModifyHue(PIX *pixd, + PIX *pixs, + l_float32 fract) +{ +l_int32 w, h, d, i, j, wpl, delhue; +l_int32 rval, gval, bval, hval, sval, vval; +l_uint32 *data, *line; + + PROCNAME("pixModifyHue"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetColormap(pixs) != NULL) + return (PIX *)ERROR_PTR("pixs colormapped", procName, NULL); + if (pixd && (pixd != pixs)) + return (PIX *)ERROR_PTR("pixd not null or pixs", procName, pixd); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (L_ABS(fract) > 1.0) + return (PIX *)ERROR_PTR("fract not in [-1.0 ... 1.0]", procName, NULL); + + pixd = pixCopy(pixd, pixs); + + delhue = (l_int32)(240 * fract); + if (delhue == 0 || delhue == 240 || delhue == -240) { + L_WARNING("no change requested in hue\n", procName); + return pixd; + } + if (delhue < 0) + delhue += 240; + + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + convertRGBToHSV(rval, gval, bval, &hval, &sval, &vval); + hval = (hval + delhue) % 240; + convertHSVToRGB(hval, sval, vval, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, line + j); + } + } + if (pixGetSpp(pixs) == 4) + pixScaleAndTransferAlpha(pixd, pixs, 1.0, 1.0); + + return pixd; +} + + +/*! + * \brief pixModifySaturation() + * + * \param[in] pixd [optional] can be null, existing or equal to pixs + * \param[in] pixs 32 bpp rgb + * \param[in] fract between -1.0 and 1.0 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) If fract > 0.0, it gives the fraction that the pixel
+ *          saturation is moved from its initial value toward 255.
+ *          If fract < 0.0, it gives the fraction that the pixel
+ *          saturation is moved from its initial value toward 0.
+ *          The limiting values for fract = -1.0 (1.0) thus set the
+ *          saturation to 0 (255).
+ *      (2) If fract = 0, no modification is requested; return a copy
+ *          unless in-place, in which case this is a no-op.
+ *      (3) See discussion of color-modification methods, in coloring.c.
+ *
+ */ +PIX * +pixModifySaturation(PIX *pixd, + PIX *pixs, + l_float32 fract) +{ +l_int32 w, h, d, i, j, wpl; +l_int32 rval, gval, bval, hval, sval, vval; +l_uint32 *data, *line; + + PROCNAME("pixModifySaturation"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (L_ABS(fract) > 1.0) + return (PIX *)ERROR_PTR("fract not in [-1.0 ... 1.0]", procName, NULL); + + pixd = pixCopy(pixd, pixs); + if (fract == 0.0) { + L_WARNING("no change requested in saturation\n", procName); + return pixd; + } + + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + convertRGBToHSV(rval, gval, bval, &hval, &sval, &vval); + if (fract < 0.0) + sval = (l_int32)(sval * (1.0 + fract)); + else + sval = (l_int32)(sval + fract * (255 - sval)); + convertHSVToRGB(hval, sval, vval, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, line + j); + } + } + if (pixGetSpp(pixs) == 4) + pixScaleAndTransferAlpha(pixd, pixs, 1.0, 1.0); + + return pixd; +} + + +/*! + * \brief pixMeasureSaturation() + * + * \param[in] pixs 32 bpp rgb + * \param[in] factor subsampling factor; integer >= 1 + * \param[out] psat average saturation + * \return 0 if OK, 1 on error + */ +l_int32 +pixMeasureSaturation(PIX *pixs, + l_int32 factor, + l_float32 *psat) +{ +l_int32 w, h, d, i, j, wpl, sum, count; +l_int32 rval, gval, bval, hval, sval, vval; +l_uint32 *data, *line; + + PROCNAME("pixMeasureSaturation"); + + if (!psat) + return ERROR_INT("pixs not defined", procName, 1); + *psat = 0.0; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return ERROR_INT("pixs not 32 bpp", procName, 1); + if (factor < 1) + return ERROR_INT("subsampling factor < 1", procName, 1); + + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + for (i = 0, sum = 0, count = 0; i < h; i += factor) { + line = data + i * wpl; + for (j = 0; j < w; j += factor) { + extractRGBValues(line[j], &rval, &gval, &bval); + convertRGBToHSV(rval, gval, bval, &hval, &sval, &vval); + sum += sval; + count++; + } + } + + if (count > 0) + *psat = (l_float32)sum / (l_float32)count; + return 0; +} + + +/*! + * \brief pixModifyBrightness() + * + * \param[in] pixd [optional] can be null, existing or equal to pixs + * \param[in] pixs 32 bpp rgb + * \param[in] fract between -1.0 and 1.0 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) If fract > 0.0, it gives the fraction that the v-parameter,
+ *          which is max(r,g,b), is moved from its initial value toward 255.
+ *          If fract < 0.0, it gives the fraction that the v-parameter
+ *          is moved from its initial value toward 0.
+ *          The limiting values for fract = -1.0 (1.0) thus set the
+ *          v-parameter to 0 (255).
+ *      (2) If fract = 0, no modification is requested; return a copy
+ *          unless in-place, in which case this is a no-op.
+ *      (3) See discussion of color-modification methods, in coloring.c.
+ *
+ */ +PIX * +pixModifyBrightness(PIX *pixd, + PIX *pixs, + l_float32 fract) +{ +l_int32 w, h, d, i, j, wpl; +l_int32 rval, gval, bval, hval, sval, vval; +l_uint32 *data, *line; + + PROCNAME("pixModifyBrightness"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (L_ABS(fract) > 1.0) + return (PIX *)ERROR_PTR("fract not in [-1.0 ... 1.0]", procName, NULL); + + pixd = pixCopy(pixd, pixs); + if (fract == 0.0) { + L_WARNING("no change requested in brightness\n", procName); + return pixd; + } + + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + extractRGBValues(line[j], &rval, &gval, &bval); + convertRGBToHSV(rval, gval, bval, &hval, &sval, &vval); + if (fract > 0.0) + vval = (l_int32)(vval + fract * (255.0 - vval)); + else + vval = (l_int32)(vval * (1.0 + fract)); + convertHSVToRGB(hval, sval, vval, &rval, &gval, &bval); + composeRGBPixel(rval, gval, bval, line + j); + } + } + if (pixGetSpp(pixs) == 4) + pixScaleAndTransferAlpha(pixd, pixs, 1.0, 1.0); + + return pixd; +} + + +/*-----------------------------------------------------------------------* + * Color shifting * + *-----------------------------------------------------------------------*/ +/*! + * \brief pixMosaicColorShiftRGB() + * + * \param[in] pixs 32 bpp rgb + * \param[in] roff center offset of red component + * \param[in] goff center offset of green component + * \param[in] boff center offset of blue component + * \param[in] delta increments from center offsets [0.0 - 0.1]; + * use 0.0 to get the default (0.04) + * \param[in] nincr number of increments in each (positive and negative) + * direction; use 0 to get the default (2). + * \return pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a mosaic view of the effect of shifting the RGB
+ *          components.  See pixColorShiftRGB() for details on the shifting.
+ *      (2) The offsets (%roff, %goff, %boff) set the color center point,
+ *          and the deviations from this are shown separately for deltas
+ *          in r, g and b.  For each component, we show 2 * %nincr + 1
+ *          images.
+ *      (3) Usage: color prints differ from the original due to three factors:
+ *          illumination, calibration of the camera in acquisition,
+ *          and calibration of the printer.  This function can be used
+ *          to iteratively match a color print to the original.  On each
+ *          iteration, the center offsets are set to the best match so
+ *          far, and the %delta increments are typically reduced.
+ *
+ */ +PIX * +pixMosaicColorShiftRGB(PIX *pixs, + l_float32 roff, + l_float32 goff, + l_float32 boff, + l_float32 delta, + l_int32 nincr) +{ +char buf[64]; +l_int32 i; +l_float32 del; +L_BMF *bmf; +PIX *pix1, *pix2, *pix3; +PIXA *pixa; + + PROCNAME("pixMosaicColorShiftRGB"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not rgb", procName, NULL); + if (roff < -1.0 || roff > 1.0) + return (PIX *)ERROR_PTR("roff not in [-1.0, 1.0]", procName, NULL); + if (goff < -1.0 || goff > 1.0) + return (PIX *)ERROR_PTR("goff not in [-1.0, 1.0]", procName, NULL); + if (boff < -1.0 || boff > 1.0) + return (PIX *)ERROR_PTR("boff not in [-1.0, 1.0]", procName, NULL); + if (delta < 0.0 || delta > 0.1) + return (PIX *)ERROR_PTR("delta not in [0.0, 0.1]", procName, NULL); + if (delta == 0.0) delta = 0.04; + if (nincr < 0 || nincr > 6) + return (PIX *)ERROR_PTR("nincr not in [0, 6]", procName, NULL); + if (nincr == 0) nincr = 2; + + pixa = pixaCreate(3 * (2 * nincr + 1)); + bmf = bmfCreate(NULL, 8); + pix1 = pixScaleToSize(pixs, 400, 0); + for (i = 0, del = - nincr * delta; i < 2 * nincr + 1; i++, del += delta) { + pix2 = pixColorShiftRGB(pix1, roff + del, goff, boff); + snprintf(buf, sizeof(buf), "%4.2f, %4.2f, %4.2f", + roff + del, goff, boff); + pix3 = pixAddSingleTextblock(pix2, bmf, buf, 0xff000000, + L_ADD_BELOW, 0); + pixaAddPix(pixa, pix3, L_INSERT); + pixDestroy(&pix2); + } + for (i = 0, del = - nincr * delta; i < 2 * nincr + 1; i++, del += delta) { + pix2 = pixColorShiftRGB(pix1, roff, goff + del, boff); + snprintf(buf, sizeof(buf), "%4.2f, %4.2f, %4.2f", + roff, goff + del, boff); + pix3 = pixAddSingleTextblock(pix2, bmf, buf, 0xff000000, + L_ADD_BELOW, 0); + pixaAddPix(pixa, pix3, L_INSERT); + pixDestroy(&pix2); + } + for (i = 0, del = - nincr * delta; i < 2 * nincr + 1; i++, del += delta) { + pix2 = pixColorShiftRGB(pix1, roff, goff, boff + del); + snprintf(buf, sizeof(buf), "%4.2f, %4.2f, %4.2f", + roff, goff, boff + del); + pix3 = pixAddSingleTextblock(pix2, bmf, buf, 0xff000000, + L_ADD_BELOW, 0); + pixaAddPix(pixa, pix3, L_INSERT); + pixDestroy(&pix2); + } + pixDestroy(&pix1); + + pix1 = pixaDisplayTiledAndScaled(pixa, 32, 300, 2 * nincr + 1, 0, 30, 2); + pixaDestroy(&pixa); + bmfDestroy(&bmf); + return pix1; +} + + +/*! + * \brief pixColorShiftRGB() + * + * \param[in] pixs 32 bpp rgb + * \param[in] rfract fractional shift in red component + * \param[in] gfract fractional shift in green component + * \param[in] bfract fractional shift in blue component + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This allows independent fractional shifts of the r,g and b
+ *          components.  A positive shift pushes to saturation (255);
+ *          a negative shift pushes toward 0 (black).
+ *      (2) The effect can be imagined using a color wheel that consists
+ *          (for our purposes) of these 6 colors, separated by 60 degrees:
+ *             red, magenta, blue, cyan, green, yellow
+ *      (3) So, for example, a negative shift of the blue component
+ *          (bfract < 0) could be accompanied by positive shifts
+ *          of red and green to make an image more yellow.
+ *      (4) Examples of limiting cases:
+ *            rfract = 1 ==> r = 255
+ *            rfract = -1 ==> r = 0
+ *
+ */ +PIX * +pixColorShiftRGB(PIX *pixs, + l_float32 rfract, + l_float32 gfract, + l_float32 bfract) +{ +l_int32 w, h, i, j, wpls, wpld, rval, gval, bval; +l_int32 *rlut, *glut, *blut; +l_uint32 *datas, *datad, *lines, *lined; +l_float32 fi; +PIX *pixd; + + PROCNAME("pixColorShiftRGB"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL); + if (rfract < -1.0 || rfract > 1.0) + return (PIX *)ERROR_PTR("rfract not in [-1.0, 1.0]", procName, NULL); + if (gfract < -1.0 || gfract > 1.0) + return (PIX *)ERROR_PTR("gfract not in [-1.0, 1.0]", procName, NULL); + if (bfract < -1.0 || bfract > 1.0) + return (PIX *)ERROR_PTR("bfract not in [-1.0, 1.0]", procName, NULL); + if (rfract == 0.0 && gfract == 0.0 && bfract == 0.0) + return pixCopy(NULL, pixs); + + rlut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + glut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + blut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + for (i = 0; i < 256; i++) { + fi = i; + if (rfract >= 0) { + rlut[i] = (l_int32)(fi + (255.0 - fi) * rfract); + } else { + rlut[i] = (l_int32)(fi * (1.0 + rfract)); + } + if (gfract >= 0) { + glut[i] = (l_int32)(fi + (255.0 - fi) * gfract); + } else { + glut[i] = (l_int32)(fi * (1.0 + gfract)); + } + if (bfract >= 0) { + blut[i] = (l_int32)(fi + (255.0 - fi) * bfract); + } else { + blut[i] = (l_int32)(fi * (1.0 + bfract)); + } + } + + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + pixd = pixCreate(w, h, 32); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + composeRGBPixel(rlut[rval], glut[gval], blut[bval], lined + j); + } + } + + LEPT_FREE(rlut); + LEPT_FREE(glut); + LEPT_FREE(blut); + return pixd; +} + +/*-----------------------------------------------------------------------* + * Darken gray (unsaturated) pixels + *-----------------------------------------------------------------------*/ +/*! + * \brief pixDarkenGray() + * + * \param[in] pixd [optional] can be null or equal to pixs + * \param[in] pixs 32 bpp rgb + * \param[in] thresh pixels with max component >= %thresh are unchanged + * \param[in] satlimit pixels with saturation >= %satlimit are unchanged + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This darkens gray pixels, by a fraction (sat/%satlimit), where
+ *          the saturation, sat, is the component difference (max - min).
+ *          The pixel value is unchanged if sat >= %satlimit.  A typical
+ *          value of %satlimit might be 40; the larger the value, the
+ *          more that pixels with a smaller saturation will be darkened.
+ *      (2) Pixels with max component >= %thresh are unchanged. This can be
+ *          used to prevent bright pixels with low saturation from being
+ *          darkened.  Setting thresh == 0 is a no-op; setting %thresh == 255
+ *          causes the darkening to be applied to all pixels.
+ *      (3) This function is useful to enhance pixels relative to a
+ *          gray background.
+ *      (4) A related function that builds a 1 bpp mask over the gray
+ *          pixels is pixMaskOverGrayPixels().
+ *
+ */ +PIX * +pixDarkenGray(PIX *pixd, + PIX *pixs, + l_int32 thresh, + l_int32 satlimit) +{ +l_int32 w, h, i, j, wpls, wpld; +l_int32 rval, gval, bval, minrg, min, maxrg, max, sat; +l_uint32 *datas, *datad, *lines, *lined; +l_float32 ratio; + + PROCNAME("pixDarkenGray"); + + if (!pixs || pixGetDepth(pixs) != 32) + return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL); + if (thresh < 0 || thresh > 255) + return (PIX *)ERROR_PTR("invalid thresh", procName, NULL); + if (satlimit < 1) + return (PIX *)ERROR_PTR("invalid satlimit", procName, NULL); + if (pixd && (pixs != pixd)) + return (PIX *)ERROR_PTR("not new or in-place", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + if ((pixd = pixCopy(pixd, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + minrg = L_MIN(rval, gval); + min = L_MIN(minrg, bval); + maxrg = L_MAX(rval, gval); + max = L_MAX(maxrg, bval); + sat = max - min; + if (max >= thresh || sat >= satlimit) + continue; + ratio = (l_float32)sat / (l_float32)satlimit; + composeRGBPixel((l_int32)(ratio * rval), (l_int32)(ratio * gval), + (l_int32)(ratio * bval), &lined[j]); + } + } + return pixd; +} + + +/*-----------------------------------------------------------------------* + * General multiplicative constant color transform * + *-----------------------------------------------------------------------*/ +/*! + * \brief pixMultConstantColor() + * + * \param[in] pixs colormapped or rgb + * \param[in] rfact red multiplicative factor + * \param[in] gfact green multiplicative factor + * \param[in] bfact blue multiplicative factor + * \return pixd colormapped or rgb, with colors scaled, or NULL on error + * + * 
+ * Notes:
+ *      (1) rfact, gfact and bfact can only have non-negative values.
+ *          They can be greater than 1.0.  All transformed component
+ *          values are clipped to the interval [0, 255].
+ *      (2) For multiplication with a general 3x3 matrix of constants,
+ *          use pixMultMatrixColor().
+ *
+ */ +PIX * +pixMultConstantColor(PIX *pixs, + l_float32 rfact, + l_float32 gfact, + l_float32 bfact) +{ +l_int32 i, j, w, h, d, wpls, wpld; +l_int32 ncolors, rval, gval, bval, nrval, ngval, nbval; +l_uint32 nval; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixMultConstantColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + rfact = L_MAX(0.0, rfact); + gfact = L_MAX(0.0, gfact); + bfact = L_MAX(0.0, bfact); + + if (cmap) { + if ((pixd = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + cmap = pixGetColormap(pixd); + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + nrval = (l_int32)(rfact * rval); + ngval = (l_int32)(gfact * gval); + nbval = (l_int32)(bfact * bval); + nrval = L_MIN(255, nrval); + ngval = L_MIN(255, ngval); + nbval = L_MIN(255, nbval); + pixcmapResetColor(cmap, i, nrval, ngval, nbval); + } + return pixd; + } + + if ((pixd = pixCreateTemplateNoInit(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + nrval = (l_int32)(rfact * rval); + ngval = (l_int32)(gfact * gval); + nbval = (l_int32)(bfact * bval); + nrval = L_MIN(255, nrval); + ngval = L_MIN(255, ngval); + nbval = L_MIN(255, nbval); + composeRGBPixel(nrval, ngval, nbval, &nval); + *(lined + j) = nval; + } + } + + return pixd; +} + + +/*! + * \brief pixMultMatrixColor() + * + * \param[in] pixs colormapped or rgb + * \param[in] kel kernel 3x3 matrix of floats + * \return pixd colormapped or rgb, or NULL on error + * + * 
+ * Notes:
+ *      (1) The kernel is a data structure used mostly for floating point
+ *          convolution.  Here it is a 3x3 matrix of floats that are used
+ *          to transform the pixel values by matrix multiplication:
+ *            nrval = a[0,0] * rval + a[0,1] * gval + a[0,2] * bval
+ *            ngval = a[1,0] * rval + a[1,1] * gval + a[1,2] * bval
+ *            nbval = a[2,0] * rval + a[2,1] * gval + a[2,2] * bval
+ *      (2) The matrix can be generated in several ways.
+ *          See kernel.c for details.  Here are two of them:
+ *            (a) kel = kernelCreate(3, 3);
+ *                kernelSetElement(kel, 0, 0, val00);
+ *                kernelSetElement(kel, 0, 1, val01);
+ *                ...
+ *            (b) from a static string; e.g.,:
+ *                const char *kdata = " 0.6  0.3 -0.2 "
+ *                                    " 0.1  1.2  0.4 "
+ *                                    " -0.4 0.2  0.9 ";
+ *                kel = kernelCreateFromString(3, 3, 0, 0, kdata);
+ *      (3) For the special case where the matrix is diagonal, it is easier
+ *          to use pixMultConstantColor().
+ *      (4) Matrix entries can have positive and negative values, and can
+ *          be larger than 1.0.  All transformed component values
+ *          are clipped to [0, 255].
+ *
+ */ +PIX * +pixMultMatrixColor(PIX *pixs, + L_KERNEL *kel) +{ +l_int32 i, j, index, kw, kh, w, h, d, wpls, wpld; +l_int32 ncolors, rval, gval, bval, nrval, ngval, nbval; +l_uint32 nval; +l_uint32 *datas, *datad, *lines, *lined; +l_float32 v[9]; /* use linear array for convenience */ +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixMultMatrixColor"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!kel) + return (PIX *)ERROR_PTR("kel not defined", procName, NULL); + kernelGetParameters(kel, &kw, &kh, NULL, NULL); + if (kw != 3 || kh != 3) + return (PIX *)ERROR_PTR("matrix not 3x3", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + cmap = pixGetColormap(pixs); + if (!cmap && d != 32) + return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL); + + for (i = 0, index = 0; i < 3; i++) + for (j = 0; j < 3; j++, index++) + kernelGetElement(kel, i, j, v + index); + + if (cmap) { + if ((pixd = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + cmap = pixGetColormap(pixd); + ncolors = pixcmapGetCount(cmap); + for (i = 0; i < ncolors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + nrval = (l_int32)(v[0] * rval + v[1] * gval + v[2] * bval); + ngval = (l_int32)(v[3] * rval + v[4] * gval + v[5] * bval); + nbval = (l_int32)(v[6] * rval + v[7] * gval + v[8] * bval); + nrval = L_MAX(0, L_MIN(255, nrval)); + ngval = L_MAX(0, L_MIN(255, ngval)); + nbval = L_MAX(0, L_MIN(255, nbval)); + pixcmapResetColor(cmap, i, nrval, ngval, nbval); + } + return pixd; + } + + if ((pixd = pixCreateTemplateNoInit(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + nrval = (l_int32)(v[0] * rval + v[1] * gval + v[2] * bval); + ngval = (l_int32)(v[3] * rval + v[4] * gval + v[5] * bval); + nbval = (l_int32)(v[6] * rval + v[7] * gval + v[8] * bval); + nrval = L_MAX(0, L_MIN(255, nrval)); + ngval = L_MAX(0, L_MIN(255, ngval)); + nbval = L_MAX(0, L_MIN(255, nbval)); + composeRGBPixel(nrval, ngval, nbval, &nval); + *(lined + j) = nval; + } + } + + return pixd; +} + + +/*-------------------------------------------------------------* + * Half-edge by bandpass * + *-------------------------------------------------------------*/ +/*! + * \brief pixHalfEdgeByBandpass() + * + * \param[in] pixs 8 bpp gray or 32 bpp rgb + * \param[in] sm1h, sm1v "half-widths" of smoothing filter sm1 + * \param[in] sm2h, sm2v "half-widths" of smoothing filter sm2; + * require sm2 != sm1 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) We use symmetric smoothing filters of odd dimension,
+ *          typically use 3, 5, 7, etc.  The smoothing parameters
+ *          for these are 1, 2, 3, etc.  The filter size is related
+ *          to the smoothing parameter by
+ *               size = 2 * smoothing + 1
+ *      (2) Because we take the difference of two lowpass filters,
+ *          this is actually a bandpass filter.
+ *      (3) We allow both filters to be anisotropic.
+ *      (4) Consider either the h or v component of the 2 filters.
+ *          Depending on whether sm1 > sm2 or sm2 > sm1, we get
+ *          different halves of the smoothed gradients (or "edges").
+ *          This difference of smoothed signals looks more like
+ *          a second derivative of a transition, which we rectify
+ *          by not allowing the signal to go below zero.  If sm1 < sm2,
+ *          the sm2 transition is broader, so the difference between
+ *          sm1 and sm2 signals is positive on the upper half of
+ *          the transition.  Likewise, if sm1 > sm2, the sm1 - sm2
+ *          signal difference is positive on the lower half of
+ *          the transition.
+ *
+ */ +PIX * +pixHalfEdgeByBandpass(PIX *pixs, + l_int32 sm1h, + l_int32 sm1v, + l_int32 sm2h, + l_int32 sm2v) +{ +l_int32 d; +PIX *pixg, *pixacc, *pixc1, *pixc2; + + PROCNAME("pixHalfEdgeByBandpass"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (sm1h == sm2h && sm1v == sm2v) + return (PIX *)ERROR_PTR("sm2 = sm1", procName, NULL); + d = pixGetDepth(pixs); + if (d != 8 && d != 32) + return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL); + if (d == 32) + pixg = pixConvertRGBToLuminance(pixs); + else /* d == 8 */ + pixg = pixClone(pixs); + + /* Make a convolution accumulator and use it twice */ + if ((pixacc = pixBlockconvAccum(pixg)) == NULL) { + pixDestroy(&pixg); + return (PIX *)ERROR_PTR("pixacc not made", procName, NULL); + } + if ((pixc1 = pixBlockconvGray(pixg, pixacc, sm1h, sm1v)) == NULL) { + pixDestroy(&pixg); + pixDestroy(&pixacc); + return (PIX *)ERROR_PTR("pixc1 not made", procName, NULL); + } + pixc2 = pixBlockconvGray(pixg, pixacc, sm2h, sm2v); + pixDestroy(&pixg); + pixDestroy(&pixacc); + if (!pixc2) { + pixDestroy(&pixc1); + return (PIX *)ERROR_PTR("pixc2 not made", procName, NULL); + } + + /* Compute the half-edge using pixc1 - pixc2. */ + pixSubtractGray(pixc1, pixc1, pixc2); + pixDestroy(&pixc2); + return pixc1; +} diff --git a/3rdparty/hgOCR/leptonica/environ.h b/3rdparty/hgOCR/leptonica/environ.h new file mode 100644 index 00000000..20e61fa0 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/environ.h @@ -0,0 +1,554 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_ENVIRON_H +#define LEPTONICA_ENVIRON_H + +/*------------------------------------------------------------------------* + * Defines and includes differ for Unix and Windows. Also for Windows, * + * differentiate between conditionals based on platform and compiler. * + * For platforms: * + * _WIN32 => Windows, 32- or 64-bit * + * _WIN64 => Windows, 64-bit only * + * __CYGWIN__ => Cygwin * + * For compilers: * + * __GNUC__ => gcc * + * _MSC_VER => msvc * + *------------------------------------------------------------------------*/ + +/* MS VC++ does not provide stdint.h, so define the missing types here */ + + +#ifndef _MSC_VER +#include + +#else +/* Note that _WIN32 is defined for both 32 and 64 bit applications, + whereas _WIN64 is defined only for the latter */ + +#ifdef _WIN64 +typedef __int64 intptr_t; +typedef unsigned __int64 uintptr_t; +#else +typedef int intptr_t; +typedef unsigned int uintptr_t; +#endif + +/* VC++6 doesn't seem to have powf, expf. */ +#if (_MSC_VER < 1400) +#define powf(x, y) (float)pow((double)(x), (double)(y)) +#define expf(x) (float)exp((double)(x)) +#endif + +#endif /* _MSC_VER */ + +/* Windows specifics */ +#ifdef _WIN32 + /* DLL EXPORTS and IMPORTS */ + #if defined(LIBLEPT_EXPORTS) + #define LEPT_DLL __declspec(dllexport) + #elif defined(LIBLEPT_IMPORTS) + #define LEPT_DLL __declspec(dllimport) + #else + #define LEPT_DLL + #endif +#else /* non-Windows specifics */ + #include + #define LEPT_DLL +#endif /* _WIN32 */ + +typedef intptr_t l_intptr_t; +typedef uintptr_t l_uintptr_t; + + +/*--------------------------------------------------------------------* + * !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!* + * USER CONFIGURABLE * + * !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!* + * Environment variables with I/O libraries * + * Manual Configuration Only: NOT AUTO_CONF * + *--------------------------------------------------------------------*/ +/* + * Leptonica provides interfaces to link to several external image + * I/O libraries, plus zlib. Setting any of these to 0 here causes + * non-functioning stubs to be linked. + */ +#if !defined(HAVE_CONFIG_H) && !defined(ANDROID_BUILD) && !defined(OS_IOS) + + #if !defined(HAVE_LIBJPEG) + #define HAVE_LIBJPEG 0 + #endif + #if !defined(HAVE_LIBTIFF) + #define HAVE_LIBTIFF 0 + #endif + #if !defined(HAVE_LIBPNG) + #define HAVE_LIBPNG 0 + #endif + #if !defined(HAVE_LIBZ) + #define HAVE_LIBZ 1 + #endif + #if !defined(HAVE_LIBGIF) + #define HAVE_LIBGIF 0 + #endif + #if !defined(HAVE_LIBUNGIF) + #define HAVE_LIBUNGIF 0 + #endif + #if !defined(HAVE_LIBWEBP) + #define HAVE_LIBWEBP 0 + #endif + #if !defined(HAVE_LIBWEBP_ANIM) + #define HAVE_LIBWEBP_ANIM 0 + #endif + #if !defined(HAVE_LIBJP2K) + #define HAVE_LIBJP2K 0 + #endif + + /*-----------------------------------------------------------------------* + * Leptonica supports OpenJPEG 2.0+. If you have a version of openjpeg * + * (HAVE_LIBJP2K == 1) that is >= 2.0, set the path to the openjpeg.h * + * header in angle brackets here. * + *-----------------------------------------------------------------------*/ + #define LIBJP2K_HEADER + +#endif /* ! HAVE_CONFIG_H etc. */ + +/*--------------------------------------------------------------------* + * !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!* + * USER CONFIGURABLE * + * !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!* + * Environ variables for image I/O without external libraries * + *--------------------------------------------------------------------*/ +/* + * Leptonica supplies I/O support without using external libraries for: + * * image read/write for bmp, pnm + * * header read for jp2k + * * image wrapping write for pdf and ps. + * Setting any of these to 0 causes non-functioning stubs to be linked. + */ +#define USE_BMPIO 1 +#define USE_PNMIO 1 +#define USE_JP2KHEADER 1 +#define USE_PDFIO 1 +#define USE_PSIO 1 + + +/*-------------------------------------------------------------------------* + * On linux systems, you can do I/O between Pix and memory. Specifically, + * you can compress (write compressed data to memory from a Pix) and + * uncompress (read from compressed data in memory to a Pix). + * For jpeg, png, jp2k, gif, pnm and bmp, these use the non-posix GNU + * functions fmemopen() and open_memstream(). These functions are not + * available on other systems. + * To use these functions in linux, you must define HAVE_FMEMOPEN to 1. + * To use them on MacOS, which does not support these functions, set it to 0. + *-------------------------------------------------------------------------*/ +#if !defined(HAVE_CONFIG_H) && !defined(ANDROID_BUILD) && !defined(OS_IOS) && \ + !defined(_WIN32) +#define HAVE_FMEMOPEN 1 +#endif /* ! HAVE_CONFIG_H etc. */ + +/*-------------------------------------------------------------------------* + * fstatat() is defined by POSIX, but some systems do not support it. * + * One example is older macOS systems (pre-10.10). * + * Play it safe and set the default value to 0. * + *-------------------------------------------------------------------------*/ +#if !defined(HAVE_CONFIG_H) +#define HAVE_FSTATAT 0 +#endif /* ! HAVE_CONFIG_H */ + +/*--------------------------------------------------------------------* + * It is desirable on Windows to have all temp files written to the same + * subdirectory of the Windows directory, because files under + * persist after reboot, and the regression tests write a lot of files. + * We write all test files to /tmp/lept or subdirectories of /tmp/lept. + * Windows temp files are specified as in unix, but have the translation + * /tmp/lept/xxx --> /lept/xxx + *--------------------------------------------------------------------*/ + + +/*--------------------------------------------------------------------* + * Built-in types * + *--------------------------------------------------------------------*/ +typedef int l_ok; /*!< return type 0 if OK, 1 on error */ +typedef signed char l_int8; /*!< signed 8-bit value */ +typedef unsigned char l_uint8; /*!< unsigned 8-bit value */ +typedef short l_int16; /*!< signed 16-bit value */ +typedef unsigned short l_uint16; /*!< unsigned 16-bit value */ +typedef int l_int32; /*!< signed 32-bit value */ +typedef unsigned int l_uint32; /*!< unsigned 32-bit value */ +typedef float l_float32; /*!< 32-bit floating point value */ +typedef double l_float64; /*!< 64-bit floating point value */ +#ifdef COMPILER_MSVC +typedef __int64 l_int64; /*!< signed 64-bit value */ +typedef unsigned __int64 l_uint64; /*!< unsigned 64-bit value */ +#else +typedef long long l_int64; /*!< signed 64-bit value */ +typedef unsigned long long l_uint64; /*!< unsigned 64-bit value */ +#endif /* COMPILER_MSVC */ + + +/*-------------------------------------------------------------------------* + * For security, the library is distributed in a configuration that does * + * not permit (1) forking with 'system', which is used for displaying * + * images and generating gnuplots, and (2) writing files with specified * + * compiled-in file names. All such writes are with functions such as * + * pixWriteDebug() where the "Debug" is appended to the usual name. * + * Whether the "Debug" version defaults to the standard version or is a * + * no-op depends on the value of this global variable. The default value * + * of LeptDebugOK is 0, and it is set in writefile.c. This value can be * + * over-ridden, for development and debugging, by setLeptDebugOK(). * + *-------------------------------------------------------------------------*/ +LEPT_DLL extern l_int32 LeptDebugOK; /* default is 0 */ + + +/*------------------------------------------------------------------------* + * Standard macros * + *------------------------------------------------------------------------*/ +#ifndef L_MIN +/*! Minimum of %x and %y */ +#define L_MIN(x, y) (((x) < (y)) ? (x) : (y)) +#endif + +#ifndef L_MAX +/*! Maximum of %x and %y */ +#define L_MAX(x, y) (((x) > (y)) ? (x) : (y)) +#endif + +#ifndef L_ABS +/*! Absolute value of %x */ +#define L_ABS(x) (((x) < 0) ? (-1 * (x)) : (x)) +#endif + +#ifndef L_SIGN +/*! Sign of %x */ +#define L_SIGN(x) (((x) < 0) ? -1 : 1) +#endif + +#ifndef UNDEF +/*! Undefined value */ +#define UNDEF -1 +#endif + +#ifndef NULL +/*! NULL value */ +#define NULL 0 +#endif + +#ifndef TRUE +/*! True value */ +#define TRUE 1 +#endif + +#ifndef FALSE +/*! False value */ +#define FALSE 0 +#endif + + +/*--------------------------------------------------------------------* + * Environment variables for endian dependence * + *--------------------------------------------------------------------*/ +/* + * To control conditional compilation, one of two variables + * + * L_LITTLE_ENDIAN (e.g., for Intel X86) + * L_BIG_ENDIAN (e.g., for Sun SPARC, Mac Power PC) + * + * is defined when the GCC compiler is invoked. + * All code should compile properly for both hardware architectures. + */ + + +/*------------------------------------------------------------------------* + * Simple search state variables * + *------------------------------------------------------------------------*/ +/*! Search State */ +enum { + L_NOT_FOUND = 0, + L_FOUND = 1 +}; + + +/*------------------------------------------------------------------------* + * Path separator conversion * + *------------------------------------------------------------------------*/ +/*! Path Separators */ +enum { + UNIX_PATH_SEPCHAR = 0, + WIN_PATH_SEPCHAR = 1 +}; + + +/*------------------------------------------------------------------------* + * Timing structs * + *------------------------------------------------------------------------*/ +typedef void *L_TIMER; + +/*! Timing struct */ +struct L_WallTimer { + l_int32 start_sec; + l_int32 start_usec; + l_int32 stop_sec; + l_int32 stop_usec; +}; +typedef struct L_WallTimer L_WALLTIMER; + + +/*------------------------------------------------------------------------* + * Standard memory allocation * + * * + * These specify the memory management functions that are used * + * on all heap data except for Pix. Memory management for Pix * + * also defaults to malloc and free. See pix1.c for details. * + *------------------------------------------------------------------------*/ +#define LEPT_MALLOC(blocksize) malloc(blocksize) +#define LEPT_CALLOC(numelem, elemsize) calloc(numelem, elemsize) +#define LEPT_REALLOC(ptr, blocksize) realloc(ptr, blocksize) +#define LEPT_FREE(ptr) free(ptr) + + +/*------------------------------------------------------------------------* + * Control printing of error, warning, and info messages * + * * + * To omit all messages to stderr, simply define NO_CONSOLE_IO on the * + * command line. For finer grained control, we have a mechanism * + * based on the message severity level. The following assumes that * + * NO_CONSOLE_IO is not defined. * + * * + * Messages are printed if the message severity is greater than or equal * + * to the current severity threshold. The current severity threshold * + * is the greater of the compile-time severity, which is the minimum * + * severity that can be reported, and the run-time severity, which is * + * the severity threshold at the moment. * + * * + * The compile-time threshold determines which messages are compiled * + * into the library for potential printing. Messages below the * + * compile-time threshold are omitted and can never be printed. The * + * default compile-time threshold is L_SEVERITY_INFO, but this may be * + * overridden by defining MINIMUM_SEVERITY to the desired enumeration * + * identifier on the compiler command line. Defining NO_CONSOLE_IO on * + * the command line is the same as setting MINIMUM_SEVERITY to * + * L_SEVERITY_NONE. * + * * + * The run-time threshold determines which messages are printed during * + * library execution. It defaults to the compile-time threshold but * + * may be changed either statically by defining DEFAULT_SEVERITY to * + * the desired enumeration identifier on the compiler command line, or * + * dynamically by calling setMsgSeverity() to specify a new threshold. * + * The run-time threshold may also be set from the value of the * + * environment variable LEPT_MSG_SEVERITY by calling setMsgSeverity() * + * and specifying L_SEVERITY_EXTERNAL. * + * * + * In effect, the compile-time threshold setting says, "Generate code * + * to permit messages of equal or greater severity than this to be * + * printed, if desired," whereas the run-time threshold setting says, * + * "Print messages that have an equal or greater severity than this." * + *------------------------------------------------------------------------*/ + + /*! Control printing of error, warning and info messages */ +/*! Message Control */ +enum { + L_SEVERITY_EXTERNAL = 0, /* Get the severity from the environment */ + L_SEVERITY_ALL = 1, /* Lowest severity: print all messages */ + L_SEVERITY_DEBUG = 2, /* Print debugging and higher messages */ + L_SEVERITY_INFO = 3, /* Print informational and higher messages */ + L_SEVERITY_WARNING = 4, /* Print warning and higher messages */ + L_SEVERITY_ERROR = 5, /* Print error and higher messages */ + L_SEVERITY_NONE = 6 /* Highest severity: print no messages */ +}; + +/* No message less than the compile-time threshold will ever be + * reported, regardless of the current run-time threshold. This allows + * selection of the set of messages to include in the library. For + * example, setting the threshold to L_SEVERITY_WARNING eliminates all + * informational messages from the library. With that setting, both + * warning and error messages would be printed unless setMsgSeverity() + * was called, or DEFAULT_SEVERITY was redefined, to set the run-time + * severity to L_SEVERITY_ERROR. In that case, only error messages + * would be printed. + * + * This mechanism makes the library smaller and faster, by eliminating + * undesired message reporting and the associated run-time overhead for + * message threshold checking, because code for messages whose severity + * is lower than MINIMUM_SEVERITY won't be generated. + * + * A production library might typically permit ERROR messages to be + * generated, and a development library might permit DEBUG and higher. + * The actual messages printed (as opposed to generated) would depend + * on the current run-time severity threshold. + * + * This is a complex mechanism and a few examples may help. + * (1) No output permitted under any circumstances. + * Use: -DNO_CONSOLE_IO or -DMINIMUM_SEVERITY=6 + * (2) Suppose you want to only allow error messages, and you don't + * want to permit info or warning messages at runtime. + * Use: -DMINIMUM_SEVERITY=5 + * (3) Suppose you want to only allow error messages by default, + * but you will permit this to be over-ridden at runtime. + * Use: -DDEFAULT_SEVERITY=5 + * and to allow info and warning override: + * setMsgSeverity(L_SEVERITY_INFO); + */ + +#ifdef NO_CONSOLE_IO + #undef MINIMUM_SEVERITY + #undef DEFAULT_SEVERITY + + #define MINIMUM_SEVERITY L_SEVERITY_NONE /*!< Compile-time default */ + #define DEFAULT_SEVERITY L_SEVERITY_NONE /*!< Run-time default */ + +#else + #ifndef MINIMUM_SEVERITY + #define MINIMUM_SEVERITY L_SEVERITY_INFO /*!< Compile-time default */ + #endif + + #ifndef DEFAULT_SEVERITY + #define DEFAULT_SEVERITY MINIMUM_SEVERITY /*!< Run-time default */ + #endif +#endif + + +/*! The run-time message severity threshold is defined in utils.c. */ +LEPT_DLL extern l_int32 LeptMsgSeverity; + +/* + * 
+ *  Usage
+ *  =====
+ *  Messages are of two types.
+ *
+ *  (1) The messages
+ *      ERROR_INT(a,b,c)       : returns l_int32
+ *      ERROR_FLOAT(a,b,c)     : returns l_float32
+ *      ERROR_PTR(a,b,c)       : returns void*
+ *  are used to return from functions and take a fixed set of parameters:
+ *      a : 
+ *      b : procName
+ *      c : 
+ *  where procName is the name of the local variable naming the function.
+ *
+ *  (2) The purely informational L_* messages
+ *      L_ERROR(a,...)
+ *      L_WARNING(a,...)
+ *      L_INFO(a,...)
+ *  do not take a return value, but they take at least two parameters:
+ *      a  :   with optional format conversions
+ *      v1 : procName    (this must be included as the first vararg)
+ *      v2, ... :  optional varargs to match format converters in the message
+ *
+ *  To return an error from a function that returns void, use:
+ *      L_ERROR(, procName, [...])
+ *      return;
+ *
+ *  Implementation details
+ *  ======================
+ *  Messages are defined with the IF_SEV macro.  The first parameter is
+ *  the message severity, the second is the function to call if the
+ *  message is to be printed, and the third is the return value if the
+ *  message is to be suppressed.  For example, we might have an
+ *  informational message defined as:
+ *
+ *    IF_SEV(L_SEVERITY_INFO, fprintf(.......), 0)
+ *
+ *  The macro expands into a conditional.  Because the first comparison
+ *  is between two constants, an optimizing compiler will remove either
+ *  the comparison (if it's true) or the entire macro expansion (if it
+ *  is false).  This means that there is no run-time overhead for
+ *  messages whose severity falls below the minimum specified at compile
+ *  time, and for others the overhead is one (not two) comparisons.
+ *
+ *  The L_nnn() macros below do not return a value, but because the
+ *  conditional operator requires one for the false condition, we
+ *  specify a void expression.
+ *
+ */ + +#ifdef NO_CONSOLE_IO + + #define PROCNAME(name) + #define ERROR_INT(a, b, c) ((l_int32)(c)) + #define ERROR_FLOAT(a, b, c) ((l_float32)(c)) + #define ERROR_PTR(a, b, c) ((void *)(c)) + #define L_ERROR(a, ...) + #define L_WARNING(a, ...) + #define L_INFO(a, ...) + +#else + + #define PROCNAME(name) static const char procName[] = name + #define IF_SEV(l, t, f) \ + ((l) >= MINIMUM_SEVERITY && (l) >= LeptMsgSeverity ? (t) : (f)) + + #define ERROR_INT(a, b, c) \ + IF_SEV(L_SEVERITY_ERROR, returnErrorInt((a), (b), (c)), (l_int32)(c)) + #define ERROR_FLOAT(a, b, c) \ + IF_SEV(L_SEVERITY_ERROR, returnErrorFloat((a), (b), (c)), (l_float32)(c)) + #define ERROR_PTR(a, b, c) \ + IF_SEV(L_SEVERITY_ERROR, returnErrorPtr((a), (b), (c)), (void *)(c)) + + #define L_ERROR(a, ...) \ + IF_SEV(L_SEVERITY_ERROR, \ + (void)fprintf(stderr, "Error in %s: " a, __VA_ARGS__), \ + (void)0) + #define L_WARNING(a, ...) \ + IF_SEV(L_SEVERITY_WARNING, \ + (void)fprintf(stderr, "Warning in %s: " a, __VA_ARGS__), \ + (void)0) + #define L_INFO(a, ...) \ + IF_SEV(L_SEVERITY_INFO, \ + (void)fprintf(stderr, "Info in %s: " a, __VA_ARGS__), \ + (void)0) + +#if 0 /* Alternative method for controlling L_* message output */ + #define L_ERROR(a, ...) \ + { if (L_SEVERITY_ERROR >= MINIMUM_SEVERITY && \ + L_SEVERITY_ERROR >= LeptMsgSeverity) \ + fprintf(stderr, "Error in %s: " a, __VA_ARGS__) \ + } + #define L_WARNING(a, ...) \ + { if (L_SEVERITY_WARNING >= MINIMUM_SEVERITY && \ + L_SEVERITY_WARNING >= LeptMsgSeverity) \ + fprintf(stderr, "Warning in %s: " a, __VA_ARGS__) \ + } + #define L_INFO(a, ...) \ + { if (L_SEVERITY_INFO >= MINIMUM_SEVERITY && \ + L_SEVERITY_INFO >= LeptMsgSeverity) \ + fprintf(stderr, "Info in %s: " a, __VA_ARGS__) \ + } +#endif + +#endif /* NO_CONSOLE_IO */ + + +/*------------------------------------------------------------------------* + * snprintf() renamed in MSVC (pre-VS2015) * + *------------------------------------------------------------------------*/ +#if defined _MSC_VER && _MSC_VER < 1900 +#define snprintf(buf, size, ...) _snprintf_s(buf, size, _TRUNCATE, __VA_ARGS__) +#endif + + +#endif /* LEPTONICA_ENVIRON_H */ diff --git a/3rdparty/hgOCR/leptonica/fhmtauto.c b/3rdparty/hgOCR/leptonica/fhmtauto.c new file mode 100644 index 00000000..f8b0d433 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fhmtauto.c @@ -0,0 +1,817 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file fhmtauto.c + * 
+ *
+ *    Main function calls:
+ *       l_int32             fhmtautogen()
+ *       l_int32             fhmtautogen1()
+ *       l_int32             fhmtautogen2()
+ *
+ *    Static helpers:
+ *       static SARRAY      *sarrayMakeWplsCode()
+ *       static SARRAY      *sarrayMakeInnerLoopDWACode()
+ *       static char        *makeBarrelshiftString()
+ *
+ *    This automatically generates dwa code for the hit-miss transform.
+ *    Here's a road map for how it all works.
+ *
+ *    (1) You generate an array (a SELA) of hit-miss transform SELs.
+ *        This can be done in several ways, including
+ *           (a) calling the function selaAddHitMiss() for
+ *               pre-compiled SELs
+ *           (b) generating the SELA in code in line
+ *           (c) reading in a SELA from file, using selaRead()
+ *               or various other formats.
+ *
+ *    (2) You call fhmtautogen1() and fhmtautogen2() on this SELA.
+ *        This uses the text files hmttemplate1.txt and
+ *        hmttemplate2.txt for building up the source code.  See the file
+ *        prog/fhmtautogen.c for an example of how this is done.
+ *        The output is written to files named fhmtgen.*.c
+ *        and fhmtgenlow.*.c, where "*" is an integer that you
+ *        input to this function.  That integer labels both
+ *        the output files, as well as all the functions that
+ *        are generated.  That way, using different integers,
+ *        you can invoke fhmtautogen() any number of times
+ *        to get functions that all have different names so that
+ *        they can be linked into one program.
+ *
+ *    (3) You copy the generated source code back to your src
+ *        directory for compilation.  Put their names in the
+ *        Makefile, regnerate the prototypes, and recompile
+ *        the libraries.  Look at the Makefile to see how I've
+ *        included fhmtgen.1.c and fhmtgenlow.1.c.  These files
+ *        provide the high-level interfaces for the hmt, and
+ *        the low-level interfaces to do the actual work.
+ *
+ *    (4) In an application, you now use this interface.  Again
+ *        for the example files generated, using integer "1":
+ *
+ *           PIX   *pixHMTDwa_1(PIX *pixd, PIX *pixs, const char *selname);
+ *
+ *              or
+ *
+ *           PIX   *pixFHMTGen_1(PIX *pixd, PIX *pixs, const char *selname);
+ *
+ *        where the selname is one of the set that were defined
+ *        as the name field of sels.  This set is listed at the
+ *        beginning of the file fhmtgen.1.c.
+ *        As an example, see the file prog/fmtauto_reg.c, which
+ *        verifies the correctness of the implementation by
+ *        comparing the dwa result with that of full-image
+ *        rasterops.
+ *
+ */ + +#include +#include "allheaders.h" + +#define OUTROOT "fhmtgen" +#define TEMPLATE1 "hmttemplate1.txt" +#define TEMPLATE2 "hmttemplate2.txt" + +#define PROTOARGS "(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32);" + +//static const l_int32 L_BUF_SIZE = 512; +#define L_BUF_SIZE 512 + +static char * makeBarrelshiftString(l_int32 delx, l_int32 dely, l_int32 type); +static SARRAY * sarrayMakeInnerLoopDWACode(SEL *sel, l_int32 nhits, l_int32 nmisses); +static SARRAY * sarrayMakeWplsCode(SEL *sel); + +static char wpldecls[][60] = { + "l_int32 wpls2;", + "l_int32 wpls2, wpls3;", + "l_int32 wpls2, wpls3, wpls4;", + "l_int32 wpls5;", + "l_int32 wpls5, wpls6;", + "l_int32 wpls5, wpls6, wpls7;", + "l_int32 wpls5, wpls6, wpls7, wpls8;", + "l_int32 wpls9;", + "l_int32 wpls9, wpls10;", + "l_int32 wpls9, wpls10, wpls11;", + "l_int32 wpls9, wpls10, wpls11, wpls12;", + "l_int32 wpls13;", + "l_int32 wpls13, wpls14;", + "l_int32 wpls13, wpls14, wpls15;", + "l_int32 wpls13, wpls14, wpls15, wpls16;", + "l_int32 wpls17;", + "l_int32 wpls17, wpls18;", + "l_int32 wpls17, wpls18, wpls19;", + "l_int32 wpls17, wpls18, wpls19, wpls20;", + "l_int32 wpls21;", + "l_int32 wpls21, wpls22;", + "l_int32 wpls21, wpls22, wpls23;", + "l_int32 wpls21, wpls22, wpls23, wpls24;", + "l_int32 wpls25;", + "l_int32 wpls25, wpls26;", + "l_int32 wpls25, wpls26, wpls27;", + "l_int32 wpls25, wpls26, wpls27, wpls28;", + "l_int32 wpls29;", + "l_int32 wpls29, wpls30;", + "l_int32 wpls29, wpls30, wpls31;"}; + +static char wpldefs[][24] = { + " wpls2 = 2 * wpls;", + " wpls3 = 3 * wpls;", + " wpls4 = 4 * wpls;", + " wpls5 = 5 * wpls;", + " wpls6 = 6 * wpls;", + " wpls7 = 7 * wpls;", + " wpls8 = 8 * wpls;", + " wpls9 = 9 * wpls;", + " wpls10 = 10 * wpls;", + " wpls11 = 11 * wpls;", + " wpls12 = 12 * wpls;", + " wpls13 = 13 * wpls;", + " wpls14 = 14 * wpls;", + " wpls15 = 15 * wpls;", + " wpls16 = 16 * wpls;", + " wpls17 = 17 * wpls;", + " wpls18 = 18 * wpls;", + " wpls19 = 19 * wpls;", + " wpls20 = 20 * wpls;", + " wpls21 = 21 * wpls;", + " wpls22 = 22 * wpls;", + " wpls23 = 23 * wpls;", + " wpls24 = 24 * wpls;", + " wpls25 = 25 * wpls;", + " wpls26 = 26 * wpls;", + " wpls27 = 27 * wpls;", + " wpls28 = 28 * wpls;", + " wpls29 = 29 * wpls;", + " wpls30 = 30 * wpls;", + " wpls31 = 31 * wpls;"}; + +static char wplstrp[][10] = {"+ wpls", "+ wpls2", "+ wpls3", "+ wpls4", + "+ wpls5", "+ wpls6", "+ wpls7", "+ wpls8", + "+ wpls9", "+ wpls10", "+ wpls11", "+ wpls12", + "+ wpls13", "+ wpls14", "+ wpls15", "+ wpls16", + "+ wpls17", "+ wpls18", "+ wpls19", "+ wpls20", + "+ wpls21", "+ wpls22", "+ wpls23", "+ wpls24", + "+ wpls25", "+ wpls26", "+ wpls27", "+ wpls28", + "+ wpls29", "+ wpls30", "+ wpls31"}; + +static char wplstrm[][10] = {"- wpls", "- wpls2", "- wpls3", "- wpls4", + "- wpls5", "- wpls6", "- wpls7", "- wpls8", + "- wpls9", "- wpls10", "- wpls11", "- wpls12", + "- wpls13", "- wpls14", "- wpls15", "- wpls16", + "- wpls17", "- wpls18", "- wpls19", "- wpls20", + "- wpls21", "- wpls22", "- wpls23", "- wpls24", + "- wpls25", "- wpls26", "- wpls27", "- wpls28", + "- wpls29", "- wpls30", "- wpls31"}; + + +/*! + * \brief fhmtautogen() + * + * \param[in] sela + * \param[in] fileindex + * \param[in] filename [optional]; can be null + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This function generates all the code for implementing
+ *          dwa morphological operations using all the sels in the sela.
+ *      (2) See fhmtautogen1() and fhmtautogen2() for details.
+ *
+ */ +l_ok +fhmtautogen(SELA *sela, + l_int32 fileindex, + const char *filename) +{ +l_int32 ret1, ret2; + + PROCNAME("fhmtautogen"); + + if (!sela) + return ERROR_INT("sela not defined", procName, 1); + ret1 = fhmtautogen1(sela, fileindex, filename); + ret2 = fhmtautogen2(sela, fileindex, filename); + if (ret1 || ret2) + return ERROR_INT("code generation problem", procName, 1); + return 0; +} + + +/*! + * \brief fhmtautogen1() + * + * \param[in] sela array + * \param[in] fileindex + * \param[in] filename [optional]; can be null + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This function uses hmttemplate1.txt to create a
+ *          top-level file that contains two functions that carry
+ *          out the hit-miss transform for any of the sels in
+ *          the input sela.
+ *      (2) The fileindex parameter is inserted into the output
+ *          filename, as described below.
+ *      (3) If filename == NULL, the output file is fhmtgen.[n].c,
+ *          where [n] is equal to the 'fileindex' parameter.
+ *      (4) If filename != NULL, the output file is [filename].[n].c.
+ *      (5) Each sel must have at least one hit.  A sel with only misses
+ *          generates code that will abort the operation if it is called.
+ *
+ */ +l_ok +fhmtautogen1(SELA *sela, + l_int32 fileindex, + const char *filename) +{ +char *filestr; +char *str_proto1, *str_proto2, *str_proto3; +char *str_doc1, *str_doc2, *str_doc3, *str_doc4; +char *str_def1, *str_def2, *str_proc1, *str_proc2; +char *str_dwa1, *str_low_dt, *str_low_ds; +char bigbuf[L_BUF_SIZE]; +l_int32 i, nsels, nbytes, actstart, end, newstart; +size_t size; +SARRAY *sa1, *sa2, *sa3; + + PROCNAME("fhmtautogen1"); + + if (!sela) + return ERROR_INT("sela not defined", procName, 1); + if (fileindex < 0) + fileindex = 0; + if ((nsels = selaGetCount(sela)) == 0) + return ERROR_INT("no sels in sela", procName, 1); + + /* Make array of textlines from from hmttemplate1.txt */ + if ((filestr = (char *)l_binaryRead(TEMPLATE1, &size)) == NULL) + return ERROR_INT("filestr not made", procName, 1); + sa2 = sarrayCreateLinesFromString(filestr, 1); + LEPT_FREE(filestr); + if (!sa2) + return ERROR_INT("sa2 not made", procName, 1); + + /* Make array of sel names */ + sa1 = selaGetSelnames(sela); + + /* Make strings containing function call names */ + sprintf(bigbuf, "PIX *pixHMTDwa_%d(PIX *pixd, PIX *pixs, " + "const char *selname);", fileindex); + str_proto1 = stringNew(bigbuf); + sprintf(bigbuf, "PIX *pixFHMTGen_%d(PIX *pixd, PIX *pixs, " + "const char *selname);", fileindex); + str_proto2 = stringNew(bigbuf); + sprintf(bigbuf, "l_int32 fhmtgen_low_%d(l_uint32 *datad, l_int32 w,\n" + " l_int32 h, l_int32 wpld,\n" + " l_uint32 *datas, l_int32 wpls,\n" + " l_int32 index);", fileindex); + str_proto3 = stringNew(bigbuf); + sprintf(bigbuf, " * PIX *pixHMTDwa_%d()", fileindex); + str_doc1 = stringNew(bigbuf); + sprintf(bigbuf, " * PIX *pixFHMTGen_%d()", fileindex); + str_doc2 = stringNew(bigbuf); + sprintf(bigbuf, " * \\brief pixHMTDwa_%d()", fileindex); + str_doc3 = stringNew(bigbuf); + sprintf(bigbuf, " * \\brief pixFHMTGen_%d()", fileindex); + str_doc4 = stringNew(bigbuf); + sprintf(bigbuf, "pixHMTDwa_%d(PIX *pixd,", fileindex); + str_def1 = stringNew(bigbuf); + sprintf(bigbuf, "pixFHMTGen_%d(PIX *pixd,", fileindex); + str_def2 = stringNew(bigbuf); + sprintf(bigbuf, " PROCNAME(\"pixHMTDwa_%d\");", fileindex); + str_proc1 = stringNew(bigbuf); + sprintf(bigbuf, " PROCNAME(\"pixFHMTGen_%d\");", fileindex); + str_proc2 = stringNew(bigbuf); + sprintf(bigbuf, " pixt2 = pixFHMTGen_%d(NULL, pixt1, selname);", + fileindex); + str_dwa1 = stringNew(bigbuf); + sprintf(bigbuf, + " fhmtgen_low_%d(datad, w, h, wpld, datat, wpls, index);", + fileindex); + str_low_dt = stringNew(bigbuf); + sprintf(bigbuf, + " fhmtgen_low_%d(datad, w, h, wpld, datas, wpls, index);", + fileindex); + str_low_ds = stringNew(bigbuf); + + /* Make the output sa */ + sa3 = sarrayCreate(0); + + /* Copyright notice and info header */ + sarrayParseRange(sa2, 0, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Insert function names as documentation */ + sarrayAddString(sa3, str_doc1, L_INSERT); + sarrayAddString(sa3, str_doc2, L_INSERT); + + /* Add '#include's */ + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Insert function prototypes */ + sarrayAddString(sa3, str_proto1, L_INSERT); + sarrayAddString(sa3, str_proto2, L_INSERT); + sarrayAddString(sa3, str_proto3, L_INSERT); + + /* Add static globals */ + sprintf(bigbuf, "\nstatic l_int32 NUM_SELS_GENERATED = %d;", nsels); + sarrayAddString(sa3, bigbuf, L_COPY); + sprintf(bigbuf, "static char SEL_NAMES[][80] = {"); + sarrayAddString(sa3, bigbuf, L_COPY); + for (i = 0; i < nsels - 1; i++) { + sprintf(bigbuf, " \"%s\",", + sarrayGetString(sa1, i, L_NOCOPY)); + sarrayAddString(sa3, bigbuf, L_COPY); + } + sprintf(bigbuf, " \"%s\"};", + sarrayGetString(sa1, i, L_NOCOPY)); + sarrayAddString(sa3, bigbuf, L_COPY); + + /* Start pixHMTDwa_*() function description */ + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_doc3, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Finish pixHMTDwa_*() function definition */ + sarrayAddString(sa3, str_def1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_proc1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_dwa1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Start pixFHMTGen_*() function description */ + sarrayAddString(sa3, str_doc4, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Finish pixFHMTGen_*() function description */ + sarrayAddString(sa3, str_def2, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_proc2, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_dt, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_ds, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + filestr = sarrayToString(sa3, 1); + nbytes = strlen(filestr); + if (filename) + snprintf(bigbuf, L_BUF_SIZE, "%s.%d.c", filename, fileindex); + else + sprintf(bigbuf, "%s.%d.c", OUTROOT, fileindex); + l_binaryWrite(bigbuf, "w", filestr, nbytes); + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + LEPT_FREE(filestr); + return 0; +} + + +/*! + * \brief fhmtautogen2() + * + * \param[in] sela array + * \param[in] fileindex + * \param[in] filename [optional]; can be null + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This function uses hmttemplate2.txt to create a
+ *          low-level file that contains the low-level functions for
+ *          implementing the hit-miss transform for every sel
+ *          in the input sela.
+ *      (2) The fileindex parameter is inserted into the output
+ *          filename, as described below.
+ *      (3) If filename == NULL, the output file is fhmtgenlow.[n].c,
+ *          where [n] is equal to the %fileindex parameter.
+ *      (4) If filename != NULL, the output file is [filename]low.[n].c.
+ *
+ */ +l_ok +fhmtautogen2(SELA *sela, + l_int32 fileindex, + const char *filename) +{ +char *filestr, *fname, *linestr; +char *str_doc1, *str_doc2, *str_doc3, *str_def1; +char bigbuf[L_BUF_SIZE]; +char breakstring[] = " break;"; +char staticstring[] = "static void"; +l_int32 i, k, l, nsels, nbytes, nhits, nmisses; +l_int32 actstart, end, newstart; +l_int32 argstart, argend, loopstart, loopend, finalstart, finalend; +size_t size; +SARRAY *sa1, *sa2, *sa3, *sa4, *sa5, *sa6; +SEL *sel; + + PROCNAME("fhmtautogen2"); + + if (!sela) + return ERROR_INT("sela not defined", procName, 1); + if (fileindex < 0) + fileindex = 0; + if ((nsels = selaGetCount(sela)) == 0) + return ERROR_INT("no sels in sela", procName, 1); + + /* Make the array of textlines from hmttemplate2.txt */ + if ((filestr = (char *)l_binaryRead(TEMPLATE2, &size)) == NULL) + return ERROR_INT("filestr not made", procName, 1); + sa1 = sarrayCreateLinesFromString(filestr, 1); + LEPT_FREE(filestr); + if (!sa1) + return ERROR_INT("sa1 not made", procName, 1); + + /* Make the array of static function names */ + if ((sa2 = sarrayCreate(nsels)) == NULL) { + sarrayDestroy(&sa1); + return ERROR_INT("sa2 not made", procName, 1); + } + for (i = 0; i < nsels; i++) { + sprintf(bigbuf, "fhmt_%d_%d", fileindex, i); + sarrayAddString(sa2, bigbuf, L_COPY); + } + + /* Make the static prototype strings */ + sa3 = sarrayCreate(2 * nsels); /* should be ok */ + for (i = 0; i < nsels; i++) { + fname = sarrayGetString(sa2, i, L_NOCOPY); + sprintf(bigbuf, "static void %s%s", fname, PROTOARGS); + sarrayAddString(sa3, bigbuf, L_COPY); + } + + /* Make strings containing function names */ + sprintf(bigbuf, " * l_int32 fhmtgen_low_%d()", + fileindex); + str_doc1 = stringNew(bigbuf); + sprintf(bigbuf, " * void fhmt_%d_*()", fileindex); + str_doc2 = stringNew(bigbuf); + + /* Output to this sa */ + sa4 = sarrayCreate(0); + + /* Copyright notice and info header */ + sarrayParseRange(sa1, 0, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Insert function names as documentation */ + sarrayAddString(sa4, str_doc1, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + sarrayAddString(sa4, str_doc2, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Insert static protos */ + for (i = 0; i < nsels; i++) { + if ((linestr = sarrayGetString(sa3, i, L_COPY)) == NULL) { + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + sarrayDestroy(&sa4); + return ERROR_INT("linestr not retrieved", procName, 1); + } + sarrayAddString(sa4, linestr, L_INSERT); + } + + /* Make more strings containing function names */ + sprintf(bigbuf, " * fhmtgen_low_%d()", fileindex); + str_doc3 = stringNew(bigbuf); + sprintf(bigbuf, "fhmtgen_low_%d(l_uint32 *datad,", fileindex); + str_def1 = stringNew(bigbuf); + + /* Insert function header */ + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + sarrayAddString(sa4, str_doc3, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + sarrayAddString(sa4, str_def1, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Generate and insert the dispatcher code */ + for (i = 0; i < nsels; i++) { + sprintf(bigbuf, " case %d:", i); + sarrayAddString(sa4, bigbuf, L_COPY); + sprintf(bigbuf, " %s(datad, w, h, wpld, datas, wpls);", + sarrayGetString(sa2, i, L_NOCOPY)); + sarrayAddString(sa4, bigbuf, L_COPY); + sarrayAddString(sa4, breakstring, L_COPY); + } + + /* Finish the dispatcher and introduce the low-level code */ + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Get the range for the args common to all functions */ + sarrayParseRange(sa1, newstart, &argstart, &argend, &newstart, "--", 0); + + /* Get the range for the loop code common to all functions */ + sarrayParseRange(sa1, newstart, &loopstart, &loopend, &newstart, "--", 0); + + /* Get the range for the ending code common to all functions */ + sarrayParseRange(sa1, newstart, &finalstart, &finalend, &newstart, "--", 0); + + /* Do all the static functions */ + for (i = 0; i < nsels; i++) { + /* Generate the function header and add the common args */ + sarrayAddString(sa4, staticstring, L_COPY); + fname = sarrayGetString(sa2, i, L_NOCOPY); + sprintf(bigbuf, "%s(l_uint32 *datad,", fname); + sarrayAddString(sa4, bigbuf, L_COPY); + sarrayAppendRange(sa4, sa1, argstart, argend); + + /* Declare and define wplsN args, as necessary */ + if ((sel = selaGetSel(sela, i)) == NULL) { + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + sarrayDestroy(&sa4); + return ERROR_INT("sel not returned", procName, 1); + } + sa5 = sarrayMakeWplsCode(sel); + sarrayJoin(sa4, sa5); + sarrayDestroy(&sa5); + + /* Make sure sel has at least one hit */ + nhits = 0; + nmisses = 0; + for (k = 0; k < sel->sy; k++) { + for (l = 0; l < sel->sx; l++) { + if (sel->data[k][l] == 1) + nhits++; + else if (sel->data[k][l] == 2) + nmisses++; + } + } + if (nhits == 0) { + linestr = stringNew(" fprintf(stderr, \"Error in HMT: no hits in sel!\\n\");\n}\n\n"); + sarrayAddString(sa4, linestr, L_INSERT); + continue; + } + + /* Add the function loop code */ + sarrayAppendRange(sa4, sa1, loopstart, loopend); + + /* Insert barrel-op code for *dptr */ + if ((sa6 = sarrayMakeInnerLoopDWACode(sel, nhits, nmisses)) == NULL) { + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + sarrayDestroy(&sa4); + return ERROR_INT("sa6 not made", procName, 1); + } + sarrayJoin(sa4, sa6); + sarrayDestroy(&sa6); + + /* Finish the function code */ + sarrayAppendRange(sa4, sa1, finalstart, finalend); + } + + /* Output to file */ + filestr = sarrayToString(sa4, 1); + nbytes = strlen(filestr); + if (filename) + snprintf(bigbuf, L_BUF_SIZE, "%slow.%d.c", filename, fileindex); + else + sprintf(bigbuf, "%slow.%d.c", OUTROOT, fileindex); + l_binaryWrite(bigbuf, "w", filestr, nbytes); + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + sarrayDestroy(&sa4); + LEPT_FREE(filestr); + return 0; +} + + + +/*--------------------------------------------------------------------------* + * Helper code for sel * + *--------------------------------------------------------------------------*/ +/*! + * \brief sarrayMakeWplsCode() + */ +static SARRAY * +sarrayMakeWplsCode(SEL *sel) +{ +char emptystring[] = ""; +l_int32 i, j, ymax, dely; +SARRAY *sa; + + PROCNAME("sarrayMakeWplsCode"); + + if (!sel) + return (SARRAY *)ERROR_PTR("sel not defined", procName, NULL); + + ymax = 0; + for (i = 0; i < sel->sy; i++) { + for (j = 0; j < sel->sx; j++) { + if (sel->data[i][j] == 1 || sel->data[i][j] == 2) { + dely = L_ABS(i - sel->cy); + ymax = L_MAX(ymax, dely); + } + } + } + if (ymax > 31) { + L_WARNING("ymax > 31; truncating to 31\n", procName); + ymax = 31; + } + + sa = sarrayCreate(0); + + /* Declarations */ + if (ymax > 4) + sarrayAddString(sa, wpldecls[2], L_COPY); + if (ymax > 8) + sarrayAddString(sa, wpldecls[6], L_COPY); + if (ymax > 12) + sarrayAddString(sa, wpldecls[10], L_COPY); + if (ymax > 16) + sarrayAddString(sa, wpldecls[14], L_COPY); + if (ymax > 20) + sarrayAddString(sa, wpldecls[18], L_COPY); + if (ymax > 24) + sarrayAddString(sa, wpldecls[22], L_COPY); + if (ymax > 28) + sarrayAddString(sa, wpldecls[26], L_COPY); + if (ymax > 1) + sarrayAddString(sa, wpldecls[ymax - 2], L_COPY); + + sarrayAddString(sa, emptystring, L_COPY); + + /* Definitions */ + for (i = 2; i <= ymax; i++) + sarrayAddString(sa, wpldefs[i - 2], L_COPY); + + return sa; +} + + +/*! + * \brief sarrayMakeInnerLoopDWACode() + */ +static SARRAY * +sarrayMakeInnerLoopDWACode(SEL *sel, + l_int32 nhits, + l_int32 nmisses) +{ +char *string; +char land[] = "&"; +char bigbuf[L_BUF_SIZE]; +l_int32 i, j, ntot, nfound, type, delx, dely; +SARRAY *sa; + + PROCNAME("sarrayMakeInnerLoopDWACode"); + + if (!sel) + return (SARRAY *)ERROR_PTR("sel not defined", procName, NULL); + + sa = sarrayCreate(0); + ntot = nhits + nmisses; + nfound = 0; + for (i = 0; i < sel->sy; i++) { + for (j = 0; j < sel->sx; j++) { + type = sel->data[i][j]; + if (type == SEL_HIT || type == SEL_MISS) { + nfound++; + dely = i - sel->cy; + delx = j - sel->cx; + if ((string = makeBarrelshiftString(delx, dely, type)) + == NULL) { + L_WARNING("barrel shift string not made\n", procName); + continue; + } + if (ntot == 1) /* just one item */ + sprintf(bigbuf, " *dptr = %s;", string); + else if (nfound == 1) + sprintf(bigbuf, " *dptr = %s %s", string, land); + else if (nfound < ntot) + sprintf(bigbuf, " %s %s", string, land); + else /* nfound == ntot */ + sprintf(bigbuf, " %s;", string); + sarrayAddString(sa, bigbuf, L_COPY); + LEPT_FREE(string); + } + } + } + + return sa; +} + + +/*! + * \brief makeBarrelshiftString() + */ +static char * +makeBarrelshiftString(l_int32 delx, /* j - cx */ + l_int32 dely, /* i - cy */ + l_int32 type) /* SEL_HIT or SEL_MISS */ +{ +l_int32 absx, absy; +char bigbuf[L_BUF_SIZE]; + + PROCNAME("makeBarrelshiftString"); + + if (delx < -31 || delx > 31) + return (char *)ERROR_PTR("delx out of bounds", procName, NULL); + if (dely < -31 || dely > 31) + return (char *)ERROR_PTR("dely out of bounds", procName, NULL); + absx = L_ABS(delx); + absy = L_ABS(dely); + + if (type == SEL_HIT) { + if ((delx == 0) && (dely == 0)) + sprintf(bigbuf, "(*sptr)"); + else if ((delx == 0) && (dely < 0)) + sprintf(bigbuf, "(*(sptr %s))", wplstrm[absy - 1]); + else if ((delx == 0) && (dely > 0)) + sprintf(bigbuf, "(*(sptr %s))", wplstrp[absy - 1]); + else if ((delx < 0) && (dely == 0)) + sprintf(bigbuf, "((*(sptr) >> %d) | (*(sptr - 1) << %d))", + absx, 32 - absx); + else if ((delx > 0) && (dely == 0)) + sprintf(bigbuf, "((*(sptr) << %d) | (*(sptr + 1) >> %d))", + absx, 32 - absx); + else if ((delx < 0) && (dely < 0)) + sprintf(bigbuf, "((*(sptr %s) >> %d) | (*(sptr %s - 1) << %d))", + wplstrm[absy - 1], absx, wplstrm[absy - 1], 32 - absx); + else if ((delx > 0) && (dely < 0)) + sprintf(bigbuf, "((*(sptr %s) << %d) | (*(sptr %s + 1) >> %d))", + wplstrm[absy - 1], absx, wplstrm[absy - 1], 32 - absx); + else if ((delx < 0) && (dely > 0)) + sprintf(bigbuf, "((*(sptr %s) >> %d) | (*(sptr %s - 1) << %d))", + wplstrp[absy - 1], absx, wplstrp[absy - 1], 32 - absx); + else /* ((delx > 0) && (dely > 0)) */ + sprintf(bigbuf, "((*(sptr %s) << %d) | (*(sptr %s + 1) >> %d))", + wplstrp[absy - 1], absx, wplstrp[absy - 1], 32 - absx); + } else { /* type == SEL_MISS */ + if ((delx == 0) && (dely == 0)) + sprintf(bigbuf, "(~*sptr)"); + else if ((delx == 0) && (dely < 0)) + sprintf(bigbuf, "(~*(sptr %s))", wplstrm[absy - 1]); + else if ((delx == 0) && (dely > 0)) + sprintf(bigbuf, "(~*(sptr %s))", wplstrp[absy - 1]); + else if ((delx < 0) && (dely == 0)) + sprintf(bigbuf, "((~*(sptr) >> %d) | (~*(sptr - 1) << %d))", + absx, 32 - absx); + else if ((delx > 0) && (dely == 0)) + sprintf(bigbuf, "((~*(sptr) << %d) | (~*(sptr + 1) >> %d))", + absx, 32 - absx); + else if ((delx < 0) && (dely < 0)) + sprintf(bigbuf, "((~*(sptr %s) >> %d) | (~*(sptr %s - 1) << %d))", + wplstrm[absy - 1], absx, wplstrm[absy - 1], 32 - absx); + else if ((delx > 0) && (dely < 0)) + sprintf(bigbuf, "((~*(sptr %s) << %d) | (~*(sptr %s + 1) >> %d))", + wplstrm[absy - 1], absx, wplstrm[absy - 1], 32 - absx); + else if ((delx < 0) && (dely > 0)) + sprintf(bigbuf, "((~*(sptr %s) >> %d) | (~*(sptr %s - 1) << %d))", + wplstrp[absy - 1], absx, wplstrp[absy - 1], 32 - absx); + else /* ((delx > 0) && (dely > 0)) */ + sprintf(bigbuf, "((~*(sptr %s) << %d) | (~*(sptr %s + 1) >> %d))", + wplstrp[absy - 1], absx, wplstrp[absy - 1], 32 - absx); + } + + return stringNew(bigbuf); +} diff --git a/3rdparty/hgOCR/leptonica/fhmtgen.1.c b/3rdparty/hgOCR/leptonica/fhmtgen.1.c new file mode 100644 index 00000000..8a1fcab8 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fhmtgen.1.c @@ -0,0 +1,177 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * Top-level fast hit-miss transform with auto-generated sels + * + * PIX *pixHMTDwa_1() + * PIX *pixFHMTGen_1() + */ + +#include +#include "allheaders.h" + +PIX *pixHMTDwa_1(PIX *pixd, PIX *pixs, const char *selname); +PIX *pixFHMTGen_1(PIX *pixd, PIX *pixs, const char *selname); +l_int32 fhmtgen_low_1(l_uint32 *datad, l_int32 w, + l_int32 h, l_int32 wpld, + l_uint32 *datas, l_int32 wpls, + l_int32 index); + +static l_int32 NUM_SELS_GENERATED = 10; +static char SEL_NAMES[][80] = { + "sel_3hm", + "sel_3de", + "sel_3ue", + "sel_3re", + "sel_3le", + "sel_sl1", + "sel_ulc", + "sel_urc", + "sel_llc", + "sel_lrc"}; + +/*! + * \brief pixHMTDwa_1() + * + * \param[in] pixd usual 3 choices: null, == pixs, != pixs + * \param[in] pixs 1 bpp + * \param[in] sel name + * \return pixd + * + * 
+ * Notes:
+ *      (1) This simply adds a 32 pixel border, calls the appropriate
+ *          pixFHMTGen_*(), and removes the border.
+ *          See notes below for that function.
+ *
+ */ +PIX * +pixHMTDwa_1(PIX *pixd, + PIX *pixs, + const char *selname) +{ +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixHMTDwa_1"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, pixd); + + pixt1 = pixAddBorder(pixs, 32, 0); + pixt2 = pixFHMTGen_1(NULL, pixt1, selname); + pixt3 = pixRemoveBorder(pixt2, 32); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixCopy(pixd, pixt3); + pixDestroy(&pixt3); + return pixd; +} + + +/*! + * \brief pixFHMTGen_1() + * + * \param[in] pixd usual 3 choices: null, == pixs, != pixs + * \param[in] pixs 1 bpp + * \param[in] sel name + * \return pixd + * + * 
+ * Notes:
+ *      (1) This is a dwa implementation of the hit-miss transform
+ *          on pixs by the sel.
+ *      (2) The sel must be limited in size to not more than 31 pixels
+ *          about the origin.  It must have at least one hit, and it
+ *          can have any number of misses.
+ *      (3) This handles all required setting of the border pixels
+ *          before erosion and dilation.
+ *
+ */ +PIX * +pixFHMTGen_1(PIX *pixd, + PIX *pixs, + const char *selname) +{ +l_int32 i, index, found, w, h, wpls, wpld; +l_uint32 *datad, *datas, *datat; +PIX *pixt; + + PROCNAME("pixFHMTGen_1"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, pixd); + + found = FALSE; + for (i = 0; i < NUM_SELS_GENERATED; i++) { + if (strcmp(selname, SEL_NAMES[i]) == 0) { + found = TRUE; + index = i; + break; + } + } + if (found == FALSE) + return (PIX *)ERROR_PTR("sel index not found", procName, pixd); + + if (!pixd) { + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + else /* for in-place or pre-allocated */ + pixResizeImageData(pixd, pixs); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + + /* The images must be surrounded with 32 additional border + * pixels, that we'll read from. We fabricate a "proper" + * image as the subimage within the border, having the + * following parameters: */ + w = pixGetWidth(pixs) - 64; + h = pixGetHeight(pixs) - 64; + datas = pixGetData(pixs) + 32 * wpls + 1; + datad = pixGetData(pixd) + 32 * wpld + 1; + + if (pixd == pixs) { /* need temp image if in-place */ + if ((pixt = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + datat = pixGetData(pixt) + 32 * wpls + 1; + fhmtgen_low_1(datad, w, h, wpld, datat, wpls, index); + pixDestroy(&pixt); + } + else { /* not in-place */ + fhmtgen_low_1(datad, w, h, wpld, datas, wpls, index); + } + + return pixd; +} diff --git a/3rdparty/hgOCR/leptonica/fhmtgenlow.1.c b/3rdparty/hgOCR/leptonica/fhmtgenlow.1.c new file mode 100644 index 00000000..b1c863cf --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fhmtgenlow.1.c @@ -0,0 +1,445 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * Low-level fast hit-miss transform with auto-generated sels + * + * Dispatcher: + * l_int32 fhmtgen_low_1() + * + * Static Low-level: + * void fhmt_1_*() + */ + +#include "allheaders.h" + +static void fhmt_1_0(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_1(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_2(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_3(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_4(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_5(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_6(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_7(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_8(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_9(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); + + +/*---------------------------------------------------------------------* + * Fast hmt dispatcher * + *---------------------------------------------------------------------*/ +/*! + * fhmtgen_low_1() + * + * a dispatcher to appropriate low-level code + */ +l_int32 +fhmtgen_low_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 index) +{ + + switch (index) + { + case 0: + fhmt_1_0(datad, w, h, wpld, datas, wpls); + break; + case 1: + fhmt_1_1(datad, w, h, wpld, datas, wpls); + break; + case 2: + fhmt_1_2(datad, w, h, wpld, datas, wpls); + break; + case 3: + fhmt_1_3(datad, w, h, wpld, datas, wpls); + break; + case 4: + fhmt_1_4(datad, w, h, wpld, datas, wpls); + break; + case 5: + fhmt_1_5(datad, w, h, wpld, datas, wpls); + break; + case 6: + fhmt_1_6(datad, w, h, wpld, datas, wpls); + break; + case 7: + fhmt_1_7(datad, w, h, wpld, datas, wpls); + break; + case 8: + fhmt_1_8(datad, w, h, wpld, datas, wpls); + break; + case 9: + fhmt_1_9(datad, w, h, wpld, datas, wpls); + break; + } + + return 0; +} + + +/*--------------------------------------------------------------------------* + * Low-level auto-generated static routines * + *--------------------------------------------------------------------------*/ +/* + * N.B. In all the low-level routines, the part of the image + * that is accessed has been clipped by 32 pixels on + * all four sides. This is done in the higher level + * code by redefining w and h smaller and by moving the + * start-of-image pointers up to the beginning of this + * interior rectangle. + */ +static void +fhmt_1_0(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls) >> 1) | (~*(sptr - wpls - 1) << 31)) & + (~*(sptr - wpls)) & + ((~*(sptr - wpls) << 1) | (~*(sptr - wpls + 1) >> 31)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + (*sptr) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + ((~*(sptr + wpls) >> 1) | (~*(sptr + wpls - 1) << 31)) & + (~*(sptr + wpls)) & + ((~*(sptr + wpls) << 1) | (~*(sptr + wpls + 1) >> 31)); + } + } +} + +static void +fhmt_1_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((~*(sptr + wpls) >> 1) | (~*(sptr + wpls - 1) << 31)) & + (~*(sptr + wpls)) & + ((~*(sptr + wpls) << 1) | (~*(sptr + wpls + 1) >> 31)); + } + } +} + +static void +fhmt_1_2(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls) >> 1) | (~*(sptr - wpls - 1) << 31)) & + (~*(sptr - wpls)) & + ((~*(sptr - wpls) << 1) | (~*(sptr - wpls + 1) >> 31)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)); + } + } +} + +static void +fhmt_1_3(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls)) & + ((~*(sptr - wpls) << 1) | (~*(sptr - wpls + 1) >> 31)) & + (*sptr) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + (*(sptr + wpls)) & + ((~*(sptr + wpls) << 1) | (~*(sptr + wpls + 1) >> 31)); + } + } +} + +static void +fhmt_1_4(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls) >> 1) | (~*(sptr - wpls - 1) << 31)) & + (*(sptr - wpls)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + (*sptr) & + ((~*(sptr + wpls) >> 1) | (~*(sptr + wpls - 1) << 31)) & + (*(sptr + wpls)); + } + } +} + +static void +fhmt_1_5(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls6) << 1) | (~*(sptr - wpls6 + 1) >> 31)) & + ((*(sptr - wpls6) << 3) | (*(sptr - wpls6 + 1) >> 29)) & + (~*(sptr - wpls2)) & + ((*(sptr - wpls2) << 2) | (*(sptr - wpls2 + 1) >> 30)) & + ((~*(sptr + wpls2) >> 1) | (~*(sptr + wpls2 - 1) << 31)) & + ((*(sptr + wpls2) << 1) | (*(sptr + wpls2 + 1) >> 31)) & + ((~*(sptr + wpls6) >> 2) | (~*(sptr + wpls6 - 1) << 30)) & + (*(sptr + wpls6)); + } + } +} + +static void +fhmt_1_6(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls) >> 1) | (~*(sptr - wpls - 1) << 31)) & + (~*(sptr - wpls)) & + ((~*(sptr - wpls) << 1) | (~*(sptr - wpls + 1) >> 31)) & + ((~*(sptr - wpls) << 2) | (~*(sptr - wpls + 1) >> 30)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((~*(sptr + wpls) >> 1) | (~*(sptr + wpls - 1) << 31)) & + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) & + ((*(sptr + wpls) << 2) | (*(sptr + wpls + 1) >> 30)) & + ((~*(sptr + wpls2) >> 1) | (~*(sptr + wpls2 - 1) << 31)) & + (*(sptr + wpls2)) & + ((*(sptr + wpls2) << 1) | (*(sptr + wpls2 + 1) >> 31)) & + ((*(sptr + wpls2) << 2) | (*(sptr + wpls2 + 1) >> 30)); + } + } +} + +static void +fhmt_1_7(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls) >> 2) | (~*(sptr - wpls - 1) << 30)) & + ((~*(sptr - wpls) >> 1) | (~*(sptr - wpls - 1) << 31)) & + (~*(sptr - wpls)) & + ((~*(sptr - wpls) << 1) | (~*(sptr - wpls + 1) >> 31)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + ((*(sptr + wpls) >> 2) | (*(sptr + wpls - 1) << 30)) & + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) & + ((~*(sptr + wpls) << 1) | (~*(sptr + wpls + 1) >> 31)) & + ((*(sptr + wpls2) >> 2) | (*(sptr + wpls2 - 1) << 30)) & + ((*(sptr + wpls2) >> 1) | (*(sptr + wpls2 - 1) << 31)) & + (*(sptr + wpls2)) & + ((~*(sptr + wpls2) << 1) | (~*(sptr + wpls2 + 1) >> 31)); + } + } +} + +static void +fhmt_1_8(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls2) >> 1) | (~*(sptr - wpls2 - 1) << 31)) & + (*(sptr - wpls2)) & + ((*(sptr - wpls2) << 1) | (*(sptr - wpls2 + 1) >> 31)) & + ((*(sptr - wpls2) << 2) | (*(sptr - wpls2 + 1) >> 30)) & + ((~*(sptr - wpls) >> 1) | (~*(sptr - wpls - 1) << 31)) & + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) & + ((*(sptr - wpls) << 2) | (*(sptr - wpls + 1) >> 30)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((~*(sptr + wpls) >> 1) | (~*(sptr + wpls - 1) << 31)) & + (~*(sptr + wpls)) & + ((~*(sptr + wpls) << 1) | (~*(sptr + wpls + 1) >> 31)) & + ((~*(sptr + wpls) << 2) | (~*(sptr + wpls + 1) >> 30)); + } + } +} + +static void +fhmt_1_9(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls2) >> 2) | (*(sptr - wpls2 - 1) << 30)) & + ((*(sptr - wpls2) >> 1) | (*(sptr - wpls2 - 1) << 31)) & + (*(sptr - wpls2)) & + ((~*(sptr - wpls2) << 1) | (~*(sptr - wpls2 + 1) >> 31)) & + ((*(sptr - wpls) >> 2) | (*(sptr - wpls - 1) << 30)) & + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) & + ((~*(sptr - wpls) << 1) | (~*(sptr - wpls + 1) >> 31)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + ((~*(sptr + wpls) >> 2) | (~*(sptr + wpls - 1) << 30)) & + ((~*(sptr + wpls) >> 1) | (~*(sptr + wpls - 1) << 31)) & + (~*(sptr + wpls)) & + ((~*(sptr + wpls) << 1) | (~*(sptr + wpls + 1) >> 31)); + } + } +} + diff --git a/3rdparty/hgOCR/leptonica/finditalic.c b/3rdparty/hgOCR/leptonica/finditalic.c new file mode 100644 index 00000000..1e0d48d5 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/finditalic.c @@ -0,0 +1,239 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/* + * \file finditalic.c + * 
+ *
+ *      l_int32   pixItalicWords()
+ *
+ *    Locate italic words.  This is an example of the use of
+ *    hit-miss binary morphology with binary reconstruction
+ *    (filling from a seed into a mask).
+ *
+ *    To see how this works, run with prog/italic.png.
+ *
+ */ + +#include "allheaders.h" + + /* --------------------------------------------------------------- * + * These hit-miss sels match the slanted edge of italic characters * + * --------------------------------------------------------------- */ +static const char *str_ital1 = " o x" + " " + " " + " " + " o x " + " " + " C " + " " + " o x " + " " + " " + " " + "o x "; + +static const char *str_ital2 = " o x" + " " + " " + " o x " + " C " + " " + " o x " + " " + " " + "o x "; + + /* ------------------------------------------------------------- * + * This sel removes noise that is not oriented as a slanted edge * + * ------------------------------------------------------------- */ +static const char *str_ital3 = " x" + "Cx" + "x " + "x "; + +/*! + * \brief pixItalicWords() + * + * \param[in] pixs 1 bpp + * \param[in] boxaw [optional] word bounding boxes; can be NULL + * \param[in] pixw [optional] word box mask; can be NULL + * \param[out] pboxa boxa of italic words + * \param[in] debugflag 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) You can input the bounding boxes for the words in one of
+ *          two forms: as bounding boxes (%boxaw) or as a word mask with
+ *          the word bounding boxes filled (%pixw).  For example,
+ *          to compute %pixw, you can use pixWordMaskByDilation().
+ *      (2) Alternatively, you can set both of these inputs to NULL,
+ *          in which case the word mask is generated here.  This is
+ *          done by dilating and closing the input image to connect
+ *          letters within a word, while leaving the words separated.
+ *          The parameters are chosen under the assumption that the
+ *          input is 10 to 12 pt text, scanned at about 300 ppi.
+ *      (3) sel_ital1 and sel_ital2 detect the right edges that are
+ *          nearly vertical, at approximately the angle of italic
+ *          strokes.  We use the right edge to avoid getting seeds
+ *          from lower-case 'y'.  The typical italic slant has a smaller
+ *          angle with the vertical than the 'W', so in most cases we
+ *          will not trigger on the slanted lines in the 'W'.
+ *      (4) Note that sel_ital2 is shorter than sel_ital1.  It is
+ *          more appropriate for a typical font scanned at 200 ppi.
+ *
+ */ +l_ok +pixItalicWords(PIX *pixs, + BOXA *boxaw, + PIX *pixw, + BOXA **pboxa, + l_int32 debugflag) +{ +char opstring[32]; +l_int32 size; +BOXA *boxa; +PIX *pixsd, *pixm, *pixd; +SEL *sel_ital1, *sel_ital2, *sel_ital3; + + PROCNAME("pixItalicWords"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!pboxa) + return ERROR_INT("&boxa not defined", procName, 1); + if (boxaw && pixw) + return ERROR_INT("both boxaw and pixw are defined", procName, 1); + + sel_ital1 = selCreateFromString(str_ital1, 13, 6, NULL); + sel_ital2 = selCreateFromString(str_ital2, 10, 6, NULL); + sel_ital3 = selCreateFromString(str_ital3, 4, 2, NULL); + + /* Make the italic seed: extract with HMT; remove noise. + * The noise removal close/open is important to exclude + * situations where a small slanted line accidentally + * matches sel_ital1. */ + pixsd = pixHMT(NULL, pixs, sel_ital1); + pixClose(pixsd, pixsd, sel_ital3); + pixOpen(pixsd, pixsd, sel_ital3); + + /* Make the word mask. Use input boxes or mask if given. */ + size = 0; /* init */ + if (boxaw) { + pixm = pixCreateTemplate(pixs); + pixMaskBoxa(pixm, pixm, boxaw, L_SET_PIXELS); + } else if (pixw) { + pixm = pixClone(pixw); + } else { + pixWordMaskByDilation(pixs, NULL, &size, NULL); + L_INFO("dilation size = %d\n", procName, size); + snprintf(opstring, sizeof(opstring), "d1.5 + c%d.1", size); + pixm = pixMorphSequence(pixs, opstring, 0); + } + + /* Binary reconstruction to fill in those word mask + * components for which there is at least one seed pixel. */ + pixd = pixSeedfillBinary(NULL, pixsd, pixm, 8); + boxa = pixConnComp(pixd, NULL, 8); + *pboxa = boxa; + + if (debugflag) { + /* Save results at at 2x reduction */ + lept_mkdir("lept/ital"); + l_int32 res, upper; + BOXA *boxat; + GPLOT *gplot; + NUMA *na; + PIXA *pad; + PIX *pix1, *pix2, *pix3; + pad = pixaCreate(0); + boxat = pixConnComp(pixm, NULL, 8); + boxaWriteDebug("/tmp/lept/ital/ital.ba", boxat); + pixSaveTiledOutline(pixs, pad, 0.5, 1, 20, 2, 32); /* orig */ + pixSaveTiledOutline(pixsd, pad, 0.5, 1, 20, 2, 0); /* seed */ + pix1 = pixConvertTo32(pixm); + pixRenderBoxaArb(pix1, boxat, 3, 255, 0, 0); + pixSaveTiledOutline(pix1, pad, 0.5, 1, 20, 2, 0); /* mask + outline */ + pixDestroy(&pix1); + pixSaveTiledOutline(pixd, pad, 0.5, 1, 20, 2, 0); /* ital mask */ + pix1 = pixConvertTo32(pixs); + pixRenderBoxaArb(pix1, boxa, 3, 255, 0, 0); + pixSaveTiledOutline(pix1, pad, 0.5, 1, 20, 2, 0); /* orig + outline */ + pixDestroy(&pix1); + pix1 = pixCreateTemplate(pixs); + pix2 = pixSetBlackOrWhiteBoxa(pix1, boxa, L_SET_BLACK); + pixCopy(pix1, pixs); + pix3 = pixDilateBrick(NULL, pixs, 3, 3); + pixCombineMasked(pix1, pix3, pix2); + pixSaveTiledOutline(pix1, pad, 0.5, 1, 20, 2, 0); /* ital bolded */ + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + pix2 = pixaDisplay(pad, 0, 0); + pixWriteDebug("/tmp/lept/ital/ital.png", pix2, IFF_PNG); + pixDestroy(&pix2); + + /* Assuming the image represents 6 inches of actual page width, + * the pixs resolution is approximately + * (width of pixs in pixels) / 6 + * and the images have been saved at half this resolution. */ + res = pixGetWidth(pixs) / 12; + L_INFO("resolution = %d\n", procName, res); + l_pdfSetDateAndVersion(0); + pixaConvertToPdf(pad, res, 1.0, L_FLATE_ENCODE, 75, "Italic Finder", + "/tmp/lept/ital/ital.pdf"); + l_pdfSetDateAndVersion(1); + pixaDestroy(&pad); + boxaDestroy(&boxat); + + /* Plot histogram of horizontal white run sizes. A small + * initial vertical dilation removes most runs that are neither + * inter-character nor inter-word. The larger first peak is + * from inter-character runs, and the smaller second peak is + * from inter-word runs. */ + pix1 = pixDilateBrick(NULL, pixs, 1, 15); + upper = L_MAX(30, 3 * size); + na = pixRunHistogramMorph(pix1, L_RUN_OFF, L_HORIZ, upper); + pixDestroy(&pix1); + gplot = gplotCreate("/tmp/lept/ital/runhisto", GPLOT_PNG, + "Histogram of horizontal runs of white pixels, vs length", + "run length", "number of runs"); + gplotAddPlot(gplot, NULL, na, GPLOT_LINES, "plot1"); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + numaDestroy(&na); + } + + selDestroy(&sel_ital1); + selDestroy(&sel_ital2); + selDestroy(&sel_ital3); + pixDestroy(&pixsd); + pixDestroy(&pixm); + pixDestroy(&pixd); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/flipdetect.c b/3rdparty/hgOCR/leptonica/flipdetect.c new file mode 100644 index 00000000..34786c66 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/flipdetect.c @@ -0,0 +1,1130 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file flipdetect.c + * 
+ *
+ *      High-level interface for detection and correction
+ *          l_int32      pixOrientCorrect()
+ *
+ *      Page orientation detection (pure rotation by 90 degree increments):
+ *          l_int32      pixOrientDetect()
+ *          l_int32      makeOrientDecision()
+ *          l_int32      pixUpDownDetect()
+ *          l_int32      pixUpDownDetectGeneral()
+ *          l_int32      pixOrientDetectDwa()
+ *          l_int32      pixUpDownDetectDwa()
+ *          l_int32      pixUpDownDetectGeneralDwa()
+ *
+ *      Page mirror detection (flip 180 degrees about line in plane of image):
+ *          l_int32      pixMirrorDetect()
+ *          l_int32      pixMirrorDetectDwa()
+ *
+ *      Static debug helper
+ *          void         pixDebugFlipDetect()
+ *
+ *  ===================================================================
+ *
+ *  Page transformation detection:
+ *
+ *  Once a page is deskewed, there are 8 possible states that it
+ *  can be in, shown symbolically below.  Suppose state 0 is correct.
+ *
+ *      0: correct     1          2          3
+ *      +------+   +------+   +------+   +------+
+ *      | **** |   | *    |   | **** |   |    * |
+ *      | *    |   | *    |   |    * |   |    * |
+ *      | *    |   | **** |   |    * |   | **** |
+ *      +------+   +------+   +------+   +------+
+ *
+ *         4          5          6          7
+ *      +-----+    +-----+    +-----+    +-----+
+ *      | *** |    |   * |    | *** |    | *   |
+ *      |   * |    |   * |    | *   |    | *   |
+ *      |   * |    |   * |    | *   |    | *   |
+ *      |   * |    | *** |    | *   |    | *** |
+ *      +-----+    +-----+    +-----+    +-----+
+ *
+ *  Each of the other seven can be derived from state 0 by applying some
+ *  combination of a 90 degree clockwise rotation, a flip about
+ *  a horizontal line, and a flip about a vertical line,
+ *  all abbreviated as:
+ *      R = Rotation (about a line perpendicular to the image)
+ *      H = Horizontal flip (about a vertical line in the plane of the image)
+ *      V = Vertical flip (about a horizontal line in the plane of the image)
+ *
+ *  We get these transformations:
+ *      RHV
+ *      000  -> 0
+ *      001  -> 1
+ *      010  -> 2
+ *      011  -> 3
+ *      100  -> 4
+ *      101  -> 5
+ *      110  -> 6
+ *      111  -> 7
+ *
+ *  Note that in four of these, the sum of H and V is 1 (odd).
+ *  For these four, we have a change in parity (handedness) of
+ *  the image, and the transformation cannot be performed by
+ *  rotation about a vertical line out of the page.   Under
+ *  rotation R, the set of 8 transformations decomposes into
+ *  two subgroups linking {0, 3, 4, 7} and {1, 2, 5, 6} independently.
+ *
+ *  pixOrientDetect*() tests for a pure rotation (0, 90, 180, 270 degrees).
+ *  It doesn't change parity.
+ *
+ *  pixMirrorDetect*() tests for a horizontal flip about the vertical axis.
+ *  It changes parity.
+ *
+ *  The landscape/portrait rotation can be detected in two ways:
+ *
+ *    (1) Compute the deskew confidence for an image segment,
+ *        both as is and rotated 90 degrees  (see skew.c).
+ *
+ *    (2) Compute the ascender/descender signal for the image,
+ *        both as is and rotated 90 degrees  (implemented here).
+ *
+ *  The ascender/descender signal is useful for determining text
+ *  orientation in Roman alphabets because the incidence of letters
+ *  with straight-line ascenders (b, d, h, k, l, 't') outnumber
+ *  those with descenders ('g', p, q).  The letters 't' and 'g'
+ *  will respond variably to the filter, depending on the type face.
+ *
+ *  What about the mirror image situations?  These aren't common
+ *  unless you're dealing with film, for example.
+ *  But you can reliably test if the image has undergone a
+ *  parity-changing flip once about some axis in the plane
+ *  of the image, using pixMirrorDetect*().  This works ostensibly by
+ *  counting the number of characters with ascenders that
+ *  stick out to the left and right of the ascender.  Characters
+ *  that are not mirror flipped are more likely to extend to the
+ *  right (b, h, k) than to the left (d).  Of course, that is for
+ *  text that is rightside-up.  So before you apply the mirror
+ *  test, it is necessary to insure that the text has the ascenders
+ *  going up, and not down or to the left or right.  But here's
+ *  what *really* happens.  It turns out that the pre-filtering before
+ *  the hit-miss transform (HMT) is crucial, and surprisingly, when
+ *  the pre-filtering is chosen to generate a large signal, the majority
+ *  of the signal comes from open regions of common lower-case
+ *  letters such as 'e', 'c' and 'f'.
+ *
+ *  All operations are given in two implementations whose results are
+ *  identical: rasterop morphology and dwa morphology.  The dwa
+ *  implementations are between 2x and 3x faster.
+ *
+ *  The set of operations you actually use depends on your prior knowledge:
+ *
+ *  (1) If the page is known to be either rightside-up or upside-down, use
+ *      either pixOrientDetect*() with pleftconf = NULL, or
+ *      pixUpDownDetect*().   [The '*' refers to either the rasterop
+ *      or dwa versions.]
+ *
+ *  (2) If any of the four orientations are possible, use pixOrientDetect*().
+ *
+ *  (3) If the text is horizontal and rightside-up, the only remaining
+ *      degree of freedom is a left-right mirror flip: use
+ *      pixMirrorDetect*().
+ *
+ *  (4) If you have a relatively large amount of numbers on the page,
+ *      us the slower pixUpDownDetectGeneral().
+ *
+ *  We summarize the full orientation and mirror flip detection process:
+ *
+ *  (1) First determine which of the four 90 degree rotations
+ *      causes the text to be rightside-up.  This can be done
+ *      with either skew confidence or the pixOrientDetect*()
+ *      signals.  For the latter, see the table for pixOrientDetect().
+ *
+ *  (2) Then, with ascenders pointing up, apply pixMirrorDetect*().
+ *      In the normal situation the confidence confidence will be
+ *      large and positive.  However, if mirror flipped, the
+ *      confidence will be large and negative.
+ *
+ *  A high-level interface, pixOrientCorrect() combines the detection
+ *  of the orientation with the rotation decision and the rotation itself.
+ *
+ */ + +#include +#include "allheaders.h" + + /* Sels for pixOrientDetect() and pixMirrorDetect() */ +static const char *textsel1 = "x oo " + "x oOo " + "x o " + "x " + "xxxxxx"; + +static const char *textsel2 = " oo x" + " oOo x" + " o x" + " x" + "xxxxxx"; + +static const char *textsel3 = "xxxxxx" + "x " + "x o " + "x oOo " + "x oo "; + +static const char *textsel4 = "xxxxxx" + " x" + " o x" + " oOo x" + " oo x"; + + /* Parameters for determining orientation */ +static const l_int32 DefaultMinUpDownCount = 70; +static const l_float32 DefaultMinUpDownConf = 8.0; +static const l_float32 DefaultMinUpDownRatio = 2.5; + + /* Parameters for determining mirror flip */ +static const l_int32 DefaultMinMirrorFlipCount = 100; +static const l_float32 DefaultMinMirrorFlipConf = 5.0; + + /* Static debug function */ +static void pixDebugFlipDetect(const char *filename, PIX *pixs, + PIX *pixhm, l_int32 enable); + + +/*----------------------------------------------------------------* + * High-level interface for detection and correction * + *----------------------------------------------------------------*/ +/*! + * \brief pixOrientCorrect() + * + * \param[in] pixs 1 bpp, deskewed, English text, 150 - 300 ppi + * \param[in] minupconf minimum value for which a decision can be made + * \param[in] minratio minimum conf ratio required for a decision + * \param[out] pupconf [optional] ; use NULL to skip + * \param[out] pleftconf [optional] ; use NULL to skip + * \param[out] protation [optional] ; use NULL to skip + * \param[in] debug 1 for debug output; 0 otherwise + * \return pixd may be rotated by 90, 180 or 270; null on error + * + * 
+ * Notes:
+ *      (1) Simple top-level function to detect if Roman text is in
+ *          reading orientation, and to rotate the image accordingly if not.
+ *      (2) Returns a copy if no rotation is needed.
+ *      (3) See notes for pixOrientDetect() and pixOrientDecision().
+ *          Use 0.0 for default values for %minupconf and %minratio
+ *      (4) Optional output of intermediate confidence results and
+ *          the rotation performed on pixs.
+ *
+ */ +PIX * +pixOrientCorrect(PIX *pixs, + l_float32 minupconf, + l_float32 minratio, + l_float32 *pupconf, + l_float32 *pleftconf, + l_int32 *protation, + l_int32 debug) +{ +l_int32 orient; +l_float32 upconf, leftconf; +PIX *pix1; + + PROCNAME("pixOrientCorrect"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + + /* Get confidences for orientation */ + pixUpDownDetectDwa(pixs, &upconf, 0, debug); + pix1 = pixRotate90(pixs, 1); + pixUpDownDetectDwa(pix1, &leftconf, 0, debug); + pixDestroy(&pix1); + if (pupconf) *pupconf = upconf; + if (pleftconf) *pleftconf = leftconf; + + /* Decide what to do */ + makeOrientDecision(upconf,leftconf, minupconf, minratio, &orient, debug); + + /* Do it */ + switch (orient) + { + case L_TEXT_ORIENT_UNKNOWN: + L_INFO("text orientation not determined; no rotation\n", procName); + if (protation) *protation = 0; + return pixCopy(NULL, pixs); + break; + case L_TEXT_ORIENT_UP: + L_INFO("text is oriented up; no rotation\n", procName); + if (protation) *protation = 0; + return pixCopy(NULL, pixs); + break; + case L_TEXT_ORIENT_LEFT: + L_INFO("landscape; text oriented left; 90 cw rotation\n", procName); + if (protation) *protation = 90; + return pixRotateOrth(pixs, 1); + break; + case L_TEXT_ORIENT_DOWN: + L_INFO("text oriented down; 180 cw rotation\n", procName); + if (protation) *protation = 180; + return pixRotateOrth(pixs, 2); + break; + case L_TEXT_ORIENT_RIGHT: + L_INFO("landscape; text oriented right; 270 cw rotation\n", procName); + if (protation) *protation = 270; + return pixRotateOrth(pixs, 3); + break; + default: + L_ERROR("invalid orient flag!\n", procName); + return pixCopy(NULL, pixs); + } +} + + +/*----------------------------------------------------------------* + * Orientation detection (four 90 degree angles) * + * Rasterop implementation * + *----------------------------------------------------------------*/ +/*! + * \brief pixOrientDetect() + * + * \param[in] pixs 1 bpp, deskewed, English text, 150 - 300 ppi + * \param[out] pupconf [optional] ; may be NULL + * \param[out] pleftconf [optional] ; may be NULL + * \param[in] mincount min number of up + down; use 0 for default + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See "Measuring document image skew and orientation"
+ *          Dan S. Bloomberg, Gary E. Kopec and Lakshmi Dasari
+ *          IS&T/SPIE EI'95, Conference 2422: Document Recognition II
+ *          pp 302-316, Feb 6-7, 1995, San Jose, CA
+ *      (2) upconf is the normalized difference between up ascenders
+ *          and down ascenders.  The image is analyzed without rotation
+ *          for being rightside-up or upside-down.  Set &upconf to null
+ *          to skip this operation.
+ *      (3) leftconf is the normalized difference between up ascenders
+ *          and down ascenders in the image after it has been
+ *          rotated 90 degrees clockwise.  With that rotation, ascenders
+ *          projecting to the left in the source image will project up
+ *          in the rotated image.  We compute this by rotating 90 degrees
+ *          clockwise and testing for up and down ascenders.  Set
+ *          &leftconf to null to skip this operation.
+ *      (4) Note that upconf and leftconf are not linear measures of
+ *          confidence, e.g., in a range between 0 and 100.  They
+ *          measure how far you are out on the tail of a (presumably)
+ *          normal distribution.  For example, a confidence of 10 means
+ *          that it is nearly certain that the difference did not
+ *          happen at random.  However, these values must be interpreted
+ *          cautiously, taking into consideration the estimated prior
+ *          for a particular orientation or mirror flip.   The up-down
+ *          signal is very strong if applied to text with ascenders
+ *          up and down, and relatively weak for text at 90 degrees,
+ *          but even at 90 degrees, the difference can look significant.
+ *          For example, suppose the ascenders are oriented horizontally,
+ *          but the test is done vertically.  Then upconf can
+ *          be < -MIN_CONF_FOR_UP_DOWN, suggesting the text may be
+ *          upside-down.  However, if instead the test were done
+ *          horizontally, leftconf will be very much larger
+ *          (in absolute value), giving the correct orientation.
+ *      (5) If you compute both upconf and leftconf, and there is
+ *          sufficient signal, the following table determines the
+ *          cw angle necessary to rotate pixs so that the text is
+ *          rightside-up:
+ *             0 deg :           upconf >> 1,    abs(upconf) >> abs(leftconf)
+ *             90 deg :          leftconf >> 1,  abs(leftconf) >> abs(upconf)
+ *             180 deg :         upconf << -1,   abs(upconf) >> abs(leftconf)
+ *             270 deg :         leftconf << -1, abs(leftconf) >> abs(upconf)
+ *      (6) One should probably not interpret the direction unless
+ *          there are a sufficient number of counts for both orientations,
+ *          in which case neither upconf nor leftconf will be 0.0.
+ *      (7) This algorithm will fail on some images, such as tables,
+ *          where most of the characters are numbers and appear as
+ *          uppercase, but there are some repeated words that give a
+ *          biased signal.  It may be advisable to run a table detector
+ *          first (e.g., pixDecideIfTable()), and not run the orientation
+ *          detector if it is a table.
+ *      (8) Uses rasterop implementation of HMT.
+ *
+ */ +l_ok +pixOrientDetect(PIX *pixs, + l_float32 *pupconf, + l_float32 *pleftconf, + l_int32 mincount, + l_int32 debug) +{ +PIX *pix1; + + PROCNAME("pixOrientDetect"); + + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (!pupconf && !pleftconf) + return ERROR_INT("nothing to do", procName, 1); + if (mincount == 0) + mincount = DefaultMinUpDownCount; + + if (pupconf) + pixUpDownDetect(pixs, pupconf, mincount, debug); + if (pleftconf) { + pix1 = pixRotate90(pixs, 1); + pixUpDownDetect(pix1, pleftconf, mincount, debug); + pixDestroy(&pix1); + } + + return 0; +} + + +/*! + * \brief makeOrientDecision() + * + * \param[in] upconf nonzero + * \param[in] leftconf nonzero + * \param[in] minupconf minimum value for which a decision can be made + * \param[in] minratio minimum conf ratio required for a decision + * \param[out] porient text orientation enum {0,1,2,3,4} + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This can be run after pixOrientDetect()
+ *      (2) Both upconf and leftconf must be nonzero; otherwise the
+ *          orientation cannot be determined.
+ *      (3) The abs values of the input confidences are compared to
+ *          minupconf.
+ *      (4) The abs value of the largest of (upconf/leftconf) and
+ *          (leftconf/upconf) is compared with minratio.
+ *      (5) Input 0.0 for the default values for minupconf and minratio.
+ *      (6) The return value of orient is interpreted thus:
+ *            L_TEXT_ORIENT_UNKNOWN:  not enough evidence to determine
+ *            L_TEXT_ORIENT_UP:       text rightside-up
+ *            L_TEXT_ORIENT_LEFT:     landscape, text up facing left
+ *            L_TEXT_ORIENT_DOWN:     text upside-down
+ *            L_TEXT_ORIENT_RIGHT:    landscape, text up facing right
+ *
+ */ +l_ok +makeOrientDecision(l_float32 upconf, + l_float32 leftconf, + l_float32 minupconf, + l_float32 minratio, + l_int32 *porient, + l_int32 debug) +{ +l_float32 absupconf, absleftconf; + + PROCNAME("makeOrientDecision"); + + if (!porient) + return ERROR_INT("&orient not defined", procName, 1); + *porient = L_TEXT_ORIENT_UNKNOWN; /* default: no decision */ + if (upconf == 0.0 || leftconf == 0.0) { + L_INFO("not enough confidence to get orientation\n", procName); + return 0; + } + + if (minupconf == 0.0) + minupconf = DefaultMinUpDownConf; + if (minratio == 0.0) + minratio = DefaultMinUpDownRatio; + absupconf = L_ABS(upconf); + absleftconf = L_ABS(leftconf); + + /* Here are the four possible orientation decisions, based + * on satisfaction of two threshold constraints. */ + if (upconf > minupconf && absupconf > minratio * absleftconf) + *porient = L_TEXT_ORIENT_UP; + else if (leftconf > minupconf && absleftconf > minratio * absupconf) + *porient = L_TEXT_ORIENT_LEFT; + else if (upconf < -minupconf && absupconf > minratio * absleftconf) + *porient = L_TEXT_ORIENT_DOWN; + else if (leftconf < -minupconf && absleftconf > minratio * absupconf) + *porient = L_TEXT_ORIENT_RIGHT; + + if (debug) { + fprintf(stderr, "upconf = %7.3f, leftconf = %7.3f\n", upconf, leftconf); + if (*porient == L_TEXT_ORIENT_UNKNOWN) + fprintf(stderr, "Confidence is low; no determination is made\n"); + else if (*porient == L_TEXT_ORIENT_UP) + fprintf(stderr, "Text is rightside-up\n"); + else if (*porient == L_TEXT_ORIENT_LEFT) + fprintf(stderr, "Text is rotated 90 deg ccw\n"); + else if (*porient == L_TEXT_ORIENT_DOWN) + fprintf(stderr, "Text is upside-down\n"); + else /* *porient == L_TEXT_ORIENT_RIGHT */ + fprintf(stderr, "Text is rotated 90 deg cw\n"); + } + + return 0; +} + + +/*! + * \brief pixUpDownDetect() + * + * \param[in] pixs 1 bpp, deskewed, English text, 150 - 300 ppi + * \param[out] pconf confidence that text is rightside-up + * \param[in] mincount min number of up + down; use 0 for default + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Special (typical, slightly faster) case, where the pixels
+ *          identified through the HMT (hit-miss transform) are not
+ *          clipped by a truncated word mask pixm.  See pixOrientDetect()
+ *          and pixUpDownDetectGeneral() for details.
+ *      (2) The returned confidence is the normalized difference
+ *          between the number of detected up and down ascenders,
+ *          assuming that the text is either rightside-up or upside-down
+ *          and not rotated at a 90 degree angle.
+ *
+ */ +l_ok +pixUpDownDetect(PIX *pixs, + l_float32 *pconf, + l_int32 mincount, + l_int32 debug) +{ + return pixUpDownDetectGeneral(pixs, pconf, mincount, 0, debug); +} + + +/*! + * \brief pixUpDownDetectGeneral() + * + * \param[in] pixs 1 bpp, deskewed, English text, 150 - 300 ppi + * \param[out] pconf confidence that text is rightside-up + * \param[in] mincount min number of up + down; use 0 for default + * \param[in] npixels number of pixels removed from each side of word box + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See pixOrientDetect() for other details.
+ *      (2) %conf is the normalized difference between the number of
+ *          detected up and down ascenders, assuming that the text
+ *          is either rightside-up or upside-down and not rotated
+ *          at a 90 degree angle.
+ *      (3) The typical mode of operation is %npixels == 0.
+ *          If %npixels > 0, this removes HMT matches at the
+ *          beginning and ending of "words."  This is useful for
+ *          pages that may have mostly digits, because if npixels == 0,
+ *          leading "1" and "3" digits can register as having
+ *          ascenders or descenders, and "7" digits can match descenders.
+ *          Consequently, a page image of only digits may register
+ *          as being upside-down.
+ *      (4) We want to count the number of instances found using the HMT.
+ *          An expensive way to do this would be to count the
+ *          number of connected components.  A cheap way is to do a rank
+ *          reduction cascade that reduces each component to a single
+ *          pixel, and results (after two or three 2x reductions)
+ *          in one pixel for each of the original components.
+ *          After the reduction, you have a much smaller pix over
+ *          which to count pixels.  We do only 2 reductions, because
+ *          this function is designed to work for input pix between
+ *          150 and 300 ppi, and an 8x reduction on a 150 ppi image
+ *          is going too far -- components will get merged.
+ *
+ */ +l_ok +pixUpDownDetectGeneral(PIX *pixs, + l_float32 *pconf, + l_int32 mincount, + l_int32 npixels, + l_int32 debug) +{ +l_int32 countup, countdown, nmax; +l_float32 nup, ndown; +PIX *pix0, *pix1, *pix2, *pix3, *pixm; +SEL *sel1, *sel2, *sel3, *sel4; + + PROCNAME("pixUpDownDetectGeneral"); + + if (!pconf) + return ERROR_INT("&conf not defined", procName, 1); + *pconf = 0.0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (mincount == 0) + mincount = DefaultMinUpDownCount; + if (npixels < 0) + npixels = 0; + + if (debug) { + lept_mkdir("lept/orient"); + } + + sel1 = selCreateFromString(textsel1, 5, 6, NULL); + sel2 = selCreateFromString(textsel2, 5, 6, NULL); + sel3 = selCreateFromString(textsel3, 5, 6, NULL); + sel4 = selCreateFromString(textsel4, 5, 6, NULL); + + /* One of many reasonable pre-filtering sequences: (1, 8) and (30, 1). + * This closes holes in x-height characters and joins them at + * the x-height. There is more noise in the descender detection + * from this, but it works fairly well. */ + pix0 = pixMorphCompSequence(pixs, "c1.8 + c30.1", 0); + + /* Optionally, make a mask of the word bounding boxes, shortening + * each of them by a fixed amount at each end. */ + pixm = NULL; + if (npixels > 0) { + l_int32 i, nbox, x, y, w, h; + BOX *box; + BOXA *boxa; + pix1 = pixMorphSequence(pix0, "o10.1", 0); + boxa = pixConnComp(pix1, NULL, 8); + pixm = pixCreateTemplate(pix1); + pixDestroy(&pix1); + nbox = boxaGetCount(boxa); + for (i = 0; i < nbox; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + boxGetGeometry(box, &x, &y, &w, &h); + if (w > 2 * npixels) + pixRasterop(pixm, x + npixels, y - 6, w - 2 * npixels, h + 13, + PIX_SET, NULL, 0, 0); + boxDestroy(&box); + } + boxaDestroy(&boxa); + } + + /* Find the ascenders and optionally filter with pixm. + * For an explanation of the procedure used for counting the result + * of the HMT, see comments at the beginning of this function. */ + pix1 = pixHMT(NULL, pix0, sel1); + pix2 = pixHMT(NULL, pix0, sel2); + pixOr(pix1, pix1, pix2); + if (pixm) + pixAnd(pix1, pix1, pixm); + pix3 = pixReduceRankBinaryCascade(pix1, 1, 1, 0, 0); + pixCountPixels(pix3, &countup, NULL); + pixDebugFlipDetect("/tmp/lept/orient/up.png", pixs, pix1, debug); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + + /* Find the ascenders and optionally filter with pixm. */ + pix1 = pixHMT(NULL, pix0, sel3); + pix2 = pixHMT(NULL, pix0, sel4); + pixOr(pix1, pix1, pix2); + if (pixm) + pixAnd(pix1, pix1, pixm); + pix3 = pixReduceRankBinaryCascade(pix1, 1, 1, 0, 0); + pixCountPixels(pix3, &countdown, NULL); + pixDebugFlipDetect("/tmp/lept/orient/down.png", pixs, pix1, debug); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + + /* Evaluate statistically, generating a confidence that is + * related to the probability with a gaussian distribution. */ + nup = (l_float32)(countup); + ndown = (l_float32)(countdown); + nmax = L_MAX(countup, countdown); + if (nmax > mincount) + *pconf = 2. * ((nup - ndown) / sqrt(nup + ndown)); + + if (debug) { + if (pixm) pixWriteDebug("/tmp/lept/orient/pixm1.png", pixm, IFF_PNG); + fprintf(stderr, "nup = %7.3f, ndown = %7.3f, conf = %7.3f\n", + nup, ndown, *pconf); + if (*pconf > DefaultMinUpDownConf) + fprintf(stderr, "Text is rightside-up\n"); + if (*pconf < -DefaultMinUpDownConf) + fprintf(stderr, "Text is upside-down\n"); + } + + pixDestroy(&pix0); + pixDestroy(&pixm); + selDestroy(&sel1); + selDestroy(&sel2); + selDestroy(&sel3); + selDestroy(&sel4); + return 0; +} + + +/*----------------------------------------------------------------* + * Orientation detection (four 90 degree angles) * + * DWA implementation * + *----------------------------------------------------------------*/ +/*! + * \brief pixOrientDetectDwa() + * + * \param[in] pixs 1 bpp, deskewed, English text + * \param[out] pupconf [optional] ; may be NULL + * \param[out] pleftconf [optional] ; may be NULL + * \param[in] mincount min number of up + down; use 0 for default + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Same interface as for pixOrientDetect().  See notes
+ *          there for usage.
+ *      (2) Uses auto-gen'd code for the Sels defined at the
+ *          top of this file, with some renaming of functions.
+ *          The auto-gen'd code is in fliphmtgen.c, and can
+ *          be generated by a simple executable; see prog/flipselgen.c.
+ *      (3) This runs about 2.5 times faster than the pixOrientDetect().
+ *
+ */ +l_ok +pixOrientDetectDwa(PIX *pixs, + l_float32 *pupconf, + l_float32 *pleftconf, + l_int32 mincount, + l_int32 debug) +{ +PIX *pix1; + + PROCNAME("pixOrientDetectDwa"); + + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (!pupconf && !pleftconf) + return ERROR_INT("nothing to do", procName, 1); + if (mincount == 0) + mincount = DefaultMinUpDownCount; + + if (pupconf) + pixUpDownDetectDwa(pixs, pupconf, mincount, debug); + if (pleftconf) { + pix1 = pixRotate90(pixs, 1); + pixUpDownDetectDwa(pix1, pleftconf, mincount, debug); + pixDestroy(&pix1); + } + + return 0; +} + + +/*! + * \brief pixUpDownDetectDwa() + * + * \param[in] pixs 1 bpp, deskewed, English text, 150 - 300 ppi + * \param[out] pconf confidence that text is rightside-up + * \param[in] mincount min number of up + down; use 0 for default + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Faster (DWA) version of pixUpDownDetect().
+ *      (2) This is a special case (but typical and slightly faster) of
+ *          pixUpDownDetectGeneralDwa(), where the pixels identified
+ *          through the HMT (hit-miss transform) are not clipped by
+ *          a truncated word mask pixm.  See pixUpDownDetectGeneral()
+ *          for usage and other details.
+ *      (3) The returned confidence is the normalized difference
+ *          between the number of detected up and down ascenders,
+ *          assuming that the text is either rightside-up or upside-down
+ *          and not rotated at a 90 degree angle.
+ *
+ */ +l_ok +pixUpDownDetectDwa(PIX *pixs, + l_float32 *pconf, + l_int32 mincount, + l_int32 debug) +{ + return pixUpDownDetectGeneralDwa(pixs, pconf, mincount, 0, debug); +} + + +/*! + * \brief pixUpDownDetectGeneralDwa() + * + * \param[in] pixs 1 bpp, deskewed, English text + * \param[out] pconf confidence that text is rightside-up + * \param[in] mincount min number of up + down; use 0 for default + * \param[in] npixels number of pixels removed from each side of word box + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See the notes in pixUpDownDetectGeneral() for usage.
+ *
+ */ +l_ok +pixUpDownDetectGeneralDwa(PIX *pixs, + l_float32 *pconf, + l_int32 mincount, + l_int32 npixels, + l_int32 debug) +{ +char flipsel1[] = "flipsel1"; +char flipsel2[] = "flipsel2"; +char flipsel3[] = "flipsel3"; +char flipsel4[] = "flipsel4"; +l_int32 countup, countdown, nmax; +l_float32 nup, ndown; +PIX *pixt, *pix0, *pix1, *pix2, *pix3, *pixm; + + PROCNAME("pixUpDownDetectGeneralDwa"); + + if (!pconf) + return ERROR_INT("&conf not defined", procName, 1); + *pconf = 0.0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (mincount == 0) + mincount = DefaultMinUpDownCount; + if (npixels < 0) + npixels = 0; + + /* One of many reasonable pre-filtering sequences: (1, 8) and (30, 1). + * This closes holes in x-height characters and joins them at + * the x-height. There is more noise in the descender detection + * from this, but it works fairly well. */ + pixt = pixMorphSequenceDwa(pixs, "c1.8 + c30.1", 0); + + /* Be sure to add the border before the flip DWA operations! */ + pix0 = pixAddBorderGeneral(pixt, ADDED_BORDER, ADDED_BORDER, + ADDED_BORDER, ADDED_BORDER, 0); + pixDestroy(&pixt); + + /* Optionally, make a mask of the word bounding boxes, shortening + * each of them by a fixed amount at each end. */ + pixm = NULL; + if (npixels > 0) { + l_int32 i, nbox, x, y, w, h; + BOX *box; + BOXA *boxa; + pix1 = pixMorphSequenceDwa(pix0, "o10.1", 0); + boxa = pixConnComp(pix1, NULL, 8); + pixm = pixCreateTemplate(pix1); + pixDestroy(&pix1); + nbox = boxaGetCount(boxa); + for (i = 0; i < nbox; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + boxGetGeometry(box, &x, &y, &w, &h); + if (w > 2 * npixels) + pixRasterop(pixm, x + npixels, y - 6, w - 2 * npixels, h + 13, + PIX_SET, NULL, 0, 0); + boxDestroy(&box); + } + boxaDestroy(&boxa); + } + + /* Find the ascenders and optionally filter with pixm. + * For an explanation of the procedure used for counting the result + * of the HMT, see comments in pixUpDownDetectGeneral(). */ + pix1 = pixFlipFHMTGen(NULL, pix0, flipsel1); + pix2 = pixFlipFHMTGen(NULL, pix0, flipsel2); + pixOr(pix1, pix1, pix2); + if (pixm) + pixAnd(pix1, pix1, pixm); + pix3 = pixReduceRankBinaryCascade(pix1, 1, 1, 0, 0); + pixCountPixels(pix3, &countup, NULL); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + + /* Find the ascenders and optionally filter with pixm. */ + pix1 = pixFlipFHMTGen(NULL, pix0, flipsel3); + pix2 = pixFlipFHMTGen(NULL, pix0, flipsel4); + pixOr(pix1, pix1, pix2); + if (pixm) + pixAnd(pix1, pix1, pixm); + pix3 = pixReduceRankBinaryCascade(pix1, 1, 1, 0, 0); + pixCountPixels(pix3, &countdown, NULL); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + + /* Evaluate statistically, generating a confidence that is + * related to the probability with a gaussian distribution. */ + nup = (l_float32)(countup); + ndown = (l_float32)(countdown); + nmax = L_MAX(countup, countdown); + if (nmax > mincount) + *pconf = 2. * ((nup - ndown) / sqrt(nup + ndown)); + + if (debug) { + if (pixm) { + lept_mkdir("lept/orient"); + pixWriteDebug("/tmp/lept/orient/pixm2.png", pixm, IFF_PNG); + } + fprintf(stderr, "nup = %7.3f, ndown = %7.3f, conf = %7.3f\n", + nup, ndown, *pconf); + if (*pconf > DefaultMinUpDownConf) + fprintf(stderr, "Text is rightside-up\n"); + if (*pconf < -DefaultMinUpDownConf) + fprintf(stderr, "Text is upside-down\n"); + } + + pixDestroy(&pix0); + pixDestroy(&pixm); + return 0; +} + + + +/*----------------------------------------------------------------* + * Left-right mirror detection * + * Rasterop implementation * + *----------------------------------------------------------------*/ +/*! + * \brief pixMirrorDetect() + * + * \param[in] pixs 1 bpp, deskewed, English text + * \param[out] pconf confidence that text is not LR mirror reversed + * \param[in] mincount min number of left + right; use 0 for default + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) For this test, it is necessary that the text is horizontally
+ *          oriented, with ascenders going up.
+ *      (2) conf is the normalized difference between the number of
+ *          right and left facing characters with ascenders.
+ *          Left-facing are {d}; right-facing are {b, h, k}.
+ *          At least that was the expectation.  In practice, we can
+ *          really just say that it is the normalized difference in
+ *          hits using two specific hit-miss filters, textsel1 and textsel2,
+ *          after the image has been suitably pre-filtered so that
+ *          these filters are effective.  See (4) for what's really happening.
+ *      (3) A large positive conf value indicates normal text, whereas
+ *          a large negative conf value means the page is mirror reversed.
+ *      (4) The implementation is a bit tricky.  The general idea is
+ *          to fill the x-height part of characters, but not the space
+ *          between them, before doing the HMT.  This is done by
+ *          finding pixels added using two different operations -- a
+ *          horizontal close and a vertical dilation -- and adding
+ *          the intersection of these sets to the original.  It turns
+ *          out that the original intuition about the signal was largely
+ *          in error: much of the signal for right-facing characters
+ *          comes from the lower part of common x-height characters, like
+ *          the e and c, that remain open after these operations.
+ *          So it's important that the operations to close the x-height
+ *          parts of the characters are purposely weakened sufficiently
+ *          to allow these characters to remain open.  The wonders
+ *          of morphology!
+ *
+ */ +l_ok +pixMirrorDetect(PIX *pixs, + l_float32 *pconf, + l_int32 mincount, + l_int32 debug) +{ +l_int32 count1, count2, nmax; +l_float32 nleft, nright; +PIX *pix0, *pix1, *pix2, *pix3; +SEL *sel1, *sel2; + + PROCNAME("pixMirrorDetect"); + + if (!pconf) + return ERROR_INT("&conf not defined", procName, 1); + *pconf = 0.0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (mincount == 0) + mincount = DefaultMinMirrorFlipCount; + + if (debug) { + lept_mkdir("lept/orient"); + } + + sel1 = selCreateFromString(textsel1, 5, 6, NULL); + sel2 = selCreateFromString(textsel2, 5, 6, NULL); + + /* Fill x-height characters but not space between them, sort of. */ + pix3 = pixMorphCompSequence(pixs, "d1.30", 0); + pixXor(pix3, pix3, pixs); + pix0 = pixMorphCompSequence(pixs, "c15.1", 0); + pixXor(pix0, pix0, pixs); + pixAnd(pix0, pix0, pix3); + pixOr(pix0, pix0, pixs); + pixDestroy(&pix3); + + /* Filter the right-facing characters. */ + pix1 = pixHMT(NULL, pix0, sel1); + pix3 = pixReduceRankBinaryCascade(pix1, 1, 1, 0, 0); + pixCountPixels(pix3, &count1, NULL); + pixDebugFlipDetect("/tmp/lept/orient/right.png", pixs, pix1, debug); + pixDestroy(&pix1); + pixDestroy(&pix3); + + /* Filter the left-facing characters. */ + pix2 = pixHMT(NULL, pix0, sel2); + pix3 = pixReduceRankBinaryCascade(pix2, 1, 1, 0, 0); + pixCountPixels(pix3, &count2, NULL); + pixDebugFlipDetect("/tmp/lept/orient/left.png", pixs, pix2, debug); + pixDestroy(&pix2); + pixDestroy(&pix3); + + nright = (l_float32)count1; + nleft = (l_float32)count2; + nmax = L_MAX(count1, count2); + pixDestroy(&pix0); + selDestroy(&sel1); + selDestroy(&sel2); + + if (nmax > mincount) + *pconf = 2. * ((nright - nleft) / sqrt(nright + nleft)); + + if (debug) { + fprintf(stderr, "nright = %f, nleft = %f\n", nright, nleft); + if (*pconf > DefaultMinMirrorFlipConf) + fprintf(stderr, "Text is not mirror reversed\n"); + if (*pconf < -DefaultMinMirrorFlipConf) + fprintf(stderr, "Text is mirror reversed\n"); + } + + return 0; +} + + +/*----------------------------------------------------------------* + * Left-right mirror detection * + * DWA implementation * + *----------------------------------------------------------------*/ +/*! + * \brief pixMirrorDetectDwa() + * + * \param[in] pixs 1 bpp, deskewed, English text + * \param[out] pconf confidence that text is not LR mirror reversed + * \param[in] mincount min number of left + right; use 0 for default + * \param[in] debug 1 for debug output; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) We assume the text is horizontally oriented, with
+ *          ascenders going up.
+ *      (2) See notes in pixMirrorDetect().
+ *
+ */ +l_ok +pixMirrorDetectDwa(PIX *pixs, + l_float32 *pconf, + l_int32 mincount, + l_int32 debug) +{ +char flipsel1[] = "flipsel1"; +char flipsel2[] = "flipsel2"; +l_int32 count1, count2, nmax; +l_float32 nleft, nright; +PIX *pix0, *pix1, *pix2, *pix3; + + PROCNAME("pixMirrorDetectDwa"); + + if (!pconf) + return ERROR_INT("&conf not defined", procName, 1); + *pconf = 0.0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (mincount == 0) + mincount = DefaultMinMirrorFlipCount; + + /* Fill x-height characters but not space between them, sort of. */ + pix3 = pixMorphSequenceDwa(pixs, "d1.30", 0); + pixXor(pix3, pix3, pixs); + pix0 = pixMorphSequenceDwa(pixs, "c15.1", 0); + pixXor(pix0, pix0, pixs); + pixAnd(pix0, pix0, pix3); + pixOr(pix3, pix0, pixs); + pixDestroy(&pix0); + pix0 = pixAddBorderGeneral(pix3, ADDED_BORDER, ADDED_BORDER, + ADDED_BORDER, ADDED_BORDER, 0); + pixDestroy(&pix3); + + /* Filter the right-facing characters. */ + pix1 = pixFlipFHMTGen(NULL, pix0, flipsel1); + pix3 = pixReduceRankBinaryCascade(pix1, 1, 1, 0, 0); + pixCountPixels(pix3, &count1, NULL); + pixDestroy(&pix1); + pixDestroy(&pix3); + + /* Filter the left-facing characters. */ + pix2 = pixFlipFHMTGen(NULL, pix0, flipsel2); + pix3 = pixReduceRankBinaryCascade(pix2, 1, 1, 0, 0); + pixCountPixels(pix3, &count2, NULL); + pixDestroy(&pix2); + pixDestroy(&pix3); + + pixDestroy(&pix0); + nright = (l_float32)count1; + nleft = (l_float32)count2; + nmax = L_MAX(count1, count2); + + if (nmax > mincount) + *pconf = 2. * ((nright - nleft) / sqrt(nright + nleft)); + + if (debug) { + fprintf(stderr, "nright = %f, nleft = %f\n", nright, nleft); + if (*pconf > DefaultMinMirrorFlipConf) + fprintf(stderr, "Text is not mirror reversed\n"); + if (*pconf < -DefaultMinMirrorFlipConf) + fprintf(stderr, "Text is mirror reversed\n"); + } + + return 0; +} + + +/*----------------------------------------------------------------* + * Static debug helper * + *----------------------------------------------------------------*/ +/* + * \brief pixDebugFlipDetect() + * + * \param[in] filename for output debug file + * \param[in] pixs input to pix*Detect + * \param[in] pixhm hit-miss result from ascenders or descenders + * \param[in] enable 1 to enable this function; 0 to disable + * \return void + */ +static void +pixDebugFlipDetect(const char *filename, + PIX *pixs, + PIX *pixhm, + l_int32 enable) +{ +PIX *pixt, *pixthm; + + if (!enable) return; + + /* Display with red dot at counted locations */ + pixt = pixConvert1To4Cmap(pixs); + pixthm = pixMorphSequence(pixhm, "d5.5", 0); + pixSetMaskedCmap(pixt, pixthm, 0, 0, 255, 0, 0); + + pixWriteDebug(filename, pixt, IFF_PNG); + pixDestroy(&pixthm); + pixDestroy(&pixt); + return; +} diff --git a/3rdparty/hgOCR/leptonica/fliphmtgen.c b/3rdparty/hgOCR/leptonica/fliphmtgen.c new file mode 100644 index 00000000..25e1219e --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fliphmtgen.c @@ -0,0 +1,352 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/* + * fliphmtgen.c + * + * DWA implementation of hit-miss transforms with auto-generated sels + * for pixOrientDetectDwa() and pixUpDownDetectDwa() in flipdetect.c + * + * PIX *pixFlipFHMTGen() + * static l_int32 flipfhmtgen_low() -- dispatcher + * static void fhmt_1_0() + * static void fhmt_1_1() + * static void fhmt_1_2() + * static void fhmt_1_3() + * + * The code (rearranged) was generated by prog/flipselgen.c + */ + +#include +#include "allheaders.h" + +static l_int32 NUM_SELS_GENERATED = 4; +static char SEL_NAMES[][10] = {"flipsel1", + "flipsel2", + "flipsel3", + "flipsel4"}; + +static l_int32 flipfhmtgen_low(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32, l_int32); + +static void fhmt_1_0(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_1(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_2(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fhmt_1_3(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); + + +/*---------------------------------------------------------------------* + * Top-level hmt functions * + *---------------------------------------------------------------------*/ +/* + * pixFlipFHMTGen() + * + * Input: pixd (usual 3 choices: null, == pixs, != pixs) + * pixs + * sel name (one of four defined in SEL_NAMES[]) + * Return: pixd + * + * Notes: + * Action: hit-miss transform on pixs by the sel + * N.B.: the sel must have at least one hit, and it + * can have any number of misses. + */ +PIX * +pixFlipFHMTGen(PIX *pixd, + PIX *pixs, + const char *selname) +{ +l_int32 i, index, found, w, h, wpls, wpld; +l_uint32 *datad, *datas, *datat; +PIX *pixt; + + PROCNAME("pixFlipFHMTGen"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, pixd); + + found = FALSE; + for (i = 0; i < NUM_SELS_GENERATED; i++) { + if (strcmp(selname, SEL_NAMES[i]) == 0) { + found = TRUE; + index = i; + break; + } + } + if (found == FALSE) + return (PIX *)ERROR_PTR("sel index not found", procName, pixd); + + if (pixd) { + if (!pixSizesEqual(pixs, pixd)) + return (PIX *)ERROR_PTR("sizes not equal", procName, pixd); + } else { + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + + /* The images must be surrounded with ADDED_BORDER white pixels, + * that we'll read from. We fabricate a "proper" + * image as the subimage within the border, having the + * following parameters: */ + w = pixGetWidth(pixs) - 2 * ADDED_BORDER; + h = pixGetHeight(pixs) - 2 * ADDED_BORDER; + datas = pixGetData(pixs) + ADDED_BORDER * wpls + ADDED_BORDER / 32; + datad = pixGetData(pixd) + ADDED_BORDER * wpld + ADDED_BORDER / 32; + + if (pixd == pixs) { /* need temp image if in-place */ + if ((pixt = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + datat = pixGetData(pixt) + ADDED_BORDER * wpls + ADDED_BORDER / 32; + flipfhmtgen_low(datad, w, h, wpld, datat, wpls, index); + pixDestroy(&pixt); + } else { /* simple and not in-place */ + flipfhmtgen_low(datad, w, h, wpld, datas, wpls, index); + } + + return pixd; +} + + +/*---------------------------------------------------------------------* + * Fast hmt dispatcher * + *---------------------------------------------------------------------*/ +/* + * flipfhmtgen_low() + * + * A dispatcher to appropriate low-level code for flip hmt ops + */ +static l_int32 +flipfhmtgen_low(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 index) +{ + + switch (index) + { + case 0: + fhmt_1_0(datad, w, h, wpld, datas, wpls); + break; + case 1: + fhmt_1_1(datad, w, h, wpld, datas, wpls); + break; + case 2: + fhmt_1_2(datad, w, h, wpld, datas, wpls); + break; + case 3: + fhmt_1_3(datad, w, h, wpld, datas, wpls); + break; + } + + return 0; +} + + +/*--------------------------------------------------------------------------* + * Low-level auto-generated hmt routines * + *--------------------------------------------------------------------------*/ +/* + * N.B. in all the low-level routines, the part of the image + * that is accessed has been clipped by ADDED_BORDER pixels + * on all four sides. This is done in the higher level + * code by redefining w and h smaller and by moving the + * start-of-image pointers up to the beginning of this + * interior rectangle. + */ + +static void +fhmt_1_0(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls) >> 3) | (*(sptr - wpls - 1) << 29)) & + (~*(sptr - wpls)) & + ((~*(sptr - wpls) << 1) | (~*(sptr - wpls + 1) >> 31)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + (~*sptr) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + ((*(sptr + wpls) >> 3) | (*(sptr + wpls - 1) << 29)) & + (~*(sptr + wpls)) & + ((*(sptr + wpls2) >> 3) | (*(sptr + wpls2 - 1) << 29)) & + ((*(sptr + wpls3) >> 3) | (*(sptr + wpls3 - 1) << 29)) & + ((*(sptr + wpls3) >> 2) | (*(sptr + wpls3 - 1) << 30)) & + ((*(sptr + wpls3) >> 1) | (*(sptr + wpls3 - 1) << 31)) & + (*(sptr + wpls3)) & + ((*(sptr + wpls3) << 1) | (*(sptr + wpls3 + 1) >> 31)) & + ((*(sptr + wpls3) << 2) | (*(sptr + wpls3 + 1) >> 30)); + } + } +} + + +static void +fhmt_1_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((~*(sptr - wpls) >> 1) | (~*(sptr - wpls - 1) << 31)) & + (~*(sptr - wpls)) & + ((*(sptr - wpls) << 3) | (*(sptr - wpls + 1) >> 29)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + (~*sptr) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + (~*(sptr + wpls)) & + ((*(sptr + wpls) << 3) | (*(sptr + wpls + 1) >> 29)) & + ((*(sptr + wpls2) << 3) | (*(sptr + wpls2 + 1) >> 29)) & + ((*(sptr + wpls3) >> 2) | (*(sptr + wpls3 - 1) << 30)) & + ((*(sptr + wpls3) >> 1) | (*(sptr + wpls3 - 1) << 31)) & + (*(sptr + wpls3)) & + ((*(sptr + wpls3) << 1) | (*(sptr + wpls3 + 1) >> 31)) & + ((*(sptr + wpls3) << 2) | (*(sptr + wpls3 + 1) >> 30)) & + ((*(sptr + wpls3) << 3) | (*(sptr + wpls3 + 1) >> 29)); + } + } +} + + +static void +fhmt_1_2(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls3) >> 3) | (*(sptr - wpls3 - 1) << 29)) & + ((*(sptr - wpls3) >> 2) | (*(sptr - wpls3 - 1) << 30)) & + ((*(sptr - wpls3) >> 1) | (*(sptr - wpls3 - 1) << 31)) & + (*(sptr - wpls3)) & + ((*(sptr - wpls3) << 1) | (*(sptr - wpls3 + 1) >> 31)) & + ((*(sptr - wpls3) << 2) | (*(sptr - wpls3 + 1) >> 30)) & + ((*(sptr - wpls2) >> 3) | (*(sptr - wpls2 - 1) << 29)) & + ((*(sptr - wpls) >> 3) | (*(sptr - wpls - 1) << 29)) & + (~*(sptr - wpls)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + (~*sptr) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + ((*(sptr + wpls) >> 3) | (*(sptr + wpls - 1) << 29)) & + (~*(sptr + wpls)) & + ((~*(sptr + wpls) << 1) | (~*(sptr + wpls + 1) >> 31)); + } + } +} + + +static void +fhmt_1_3(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls3) >> 2) | (*(sptr - wpls3 - 1) << 30)) & + ((*(sptr - wpls3) >> 1) | (*(sptr - wpls3 - 1) << 31)) & + (*(sptr - wpls3)) & + ((*(sptr - wpls3) << 1) | (*(sptr - wpls3 + 1) >> 31)) & + ((*(sptr - wpls3) << 2) | (*(sptr - wpls3 + 1) >> 30)) & + ((*(sptr - wpls3) << 3) | (*(sptr - wpls3 + 1) >> 29)) & + ((*(sptr - wpls2) << 3) | (*(sptr - wpls2 + 1) >> 29)) & + (~*(sptr - wpls)) & + ((*(sptr - wpls) << 3) | (*(sptr - wpls + 1) >> 29)) & + ((~*(sptr) >> 1) | (~*(sptr - 1) << 31)) & + (~*sptr) & + ((~*(sptr) << 1) | (~*(sptr + 1) >> 31)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((~*(sptr + wpls) >> 1) | (~*(sptr + wpls - 1) << 31)) & + (~*(sptr + wpls)) & + ((*(sptr + wpls) << 3) | (*(sptr + wpls + 1) >> 29)); + } + } +} diff --git a/3rdparty/hgOCR/leptonica/fmorphauto.c b/3rdparty/hgOCR/leptonica/fmorphauto.c new file mode 100644 index 00000000..20592797 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fmorphauto.c @@ -0,0 +1,874 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file fmorphauto.c + * 
+ *
+ *    Main function calls:
+ *       l_int32             fmorphautogen()
+ *       l_int32             fmorphautogen1()
+ *       l_int32             fmorphautogen2()
+ *
+ *    Static helpers:
+ *       static SARRAY      *sarrayMakeWplsCode()
+ *       static SARRAY      *sarrayMakeInnerLoopDWACode()
+ *       static char        *makeBarrelshiftString()
+ *
+ *
+ *    This automatically generates dwa code for erosion and dilation.
+ *    Here's a road map for how it all works.
+ *
+ *    (1) You generate an array (a SELA) of structuring elements (SELs).
+ *        This can be done in several ways, including
+ *           (a) calling the function selaAddBasic() for
+ *               pre-compiled SELs
+ *           (b) generating the SELA in code in line
+ *           (c) reading in a SELA from file, using selaRead() or
+ *               various other formats.
+ *
+ *    (2) You call fmorphautogen1() and fmorphautogen2() on this SELA.
+ *        These use the text files morphtemplate1.txt and
+ *        morphtemplate2.txt for building up the source code.  See the file
+ *        prog/fmorphautogen.c for an example of how this is done.
+ *        The output is written to files named fmorphgen.*.c
+ *        and fmorphgenlow.*.c, where "*" is an integer that you
+ *        input to this function.  That integer labels both
+ *        the output files, as well as all the functions that
+ *        are generated.  That way, using different integers,
+ *        you can invoke fmorphautogen() any number of times
+ *        to get functions that all have different names so that
+ *        they can be linked into one program.
+ *
+ *    (3) You copy the generated source files back to your src
+ *        directory for compilation.  Put their names in the
+ *        Makefile, regenerate the prototypes, and recompile
+ *        the library.  Look at the Makefile to see how I've
+ *        included morphgen.1.c and fmorphgenlow.1.c.  These files
+ *        provide the high-level interfaces for erosion, dilation,
+ *        opening and closing, and the low-level interfaces to
+ *        do the actual work, for all 58 SELs in the SEL array.
+ *
+ *    (4) In an application, you now use this interface.  Again
+ *        for the example files in the library, using integer "1":
+ *
+ *            PIX   *pixMorphDwa_1(PIX *pixd, PIX, *pixs,
+ *                                 l_int32 operation, char *selname);
+ *
+ *                 or
+ *
+ *            PIX   *pixFMorphopGen_1(PIX *pixd, PIX *pixs,
+ *                                    l_int32 operation, char *selname);
+ *
+ *        where the operation is one of {L_MORPH_DILATE, L_MORPH_ERODE.
+ *        L_MORPH_OPEN, L_MORPH_CLOSE}, and the selname is one
+ *        of the set that were defined as the name field of sels.
+ *        This set is listed at the beginning of the file fmorphgen.1.c.
+ *        For examples of use, see the file prog/binmorph_reg1.c, which
+ *        verifies the consistency of the various implementations by
+ *        comparing the dwa result with that of full-image rasterops.
+ *
+ */ + +#include +#include "allheaders.h" + +#define OUTROOT "fmorphgen" +#define TEMPLATE1 "morphtemplate1.txt" +#define TEMPLATE2 "morphtemplate2.txt" + +#define PROTOARGS "(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32);" + +//static const l_int32 L_BUF_SIZE = 512; +#define L_BUF_SIZE 512 + +static char * makeBarrelshiftString(l_int32 delx, l_int32 dely); +static SARRAY * sarrayMakeInnerLoopDWACode(SEL *sel, l_int32 index); +static SARRAY * sarrayMakeWplsCode(SEL *sel); + +static char wpldecls[][53] = { + "l_int32 wpls2;", + "l_int32 wpls2, wpls3;", + "l_int32 wpls2, wpls3, wpls4;", + "l_int32 wpls5;", + "l_int32 wpls5, wpls6;", + "l_int32 wpls5, wpls6, wpls7;", + "l_int32 wpls5, wpls6, wpls7, wpls8;", + "l_int32 wpls9;", + "l_int32 wpls9, wpls10;", + "l_int32 wpls9, wpls10, wpls11;", + "l_int32 wpls9, wpls10, wpls11, wpls12;", + "l_int32 wpls13;", + "l_int32 wpls13, wpls14;", + "l_int32 wpls13, wpls14, wpls15;", + "l_int32 wpls13, wpls14, wpls15, wpls16;", + "l_int32 wpls17;", + "l_int32 wpls17, wpls18;", + "l_int32 wpls17, wpls18, wpls19;", + "l_int32 wpls17, wpls18, wpls19, wpls20;", + "l_int32 wpls21;", + "l_int32 wpls21, wpls22;", + "l_int32 wpls21, wpls22, wpls23;", + "l_int32 wpls21, wpls22, wpls23, wpls24;", + "l_int32 wpls25;", + "l_int32 wpls25, wpls26;", + "l_int32 wpls25, wpls26, wpls27;", + "l_int32 wpls25, wpls26, wpls27, wpls28;", + "l_int32 wpls29;", + "l_int32 wpls29, wpls30;", + "l_int32 wpls29, wpls30, wpls31;"}; + +static char wplgendecls[][30] = { + "l_int32 wpls2;", + "l_int32 wpls3;", + "l_int32 wpls4;", + "l_int32 wpls5;", + "l_int32 wpls6;", + "l_int32 wpls7;", + "l_int32 wpls8;", + "l_int32 wpls9;", + "l_int32 wpls10;", + "l_int32 wpls11;", + "l_int32 wpls12;", + "l_int32 wpls13;", + "l_int32 wpls14;", + "l_int32 wpls15;", + "l_int32 wpls16;", + "l_int32 wpls17;", + "l_int32 wpls18;", + "l_int32 wpls19;", + "l_int32 wpls20;", + "l_int32 wpls21;", + "l_int32 wpls22;", + "l_int32 wpls23;", + "l_int32 wpls24;", + "l_int32 wpls25;", + "l_int32 wpls26;", + "l_int32 wpls27;", + "l_int32 wpls28;", + "l_int32 wpls29;", + "l_int32 wpls30;", + "l_int32 wpls31;"}; + +static char wpldefs[][25] = { + " wpls2 = 2 * wpls;", + " wpls3 = 3 * wpls;", + " wpls4 = 4 * wpls;", + " wpls5 = 5 * wpls;", + " wpls6 = 6 * wpls;", + " wpls7 = 7 * wpls;", + " wpls8 = 8 * wpls;", + " wpls9 = 9 * wpls;", + " wpls10 = 10 * wpls;", + " wpls11 = 11 * wpls;", + " wpls12 = 12 * wpls;", + " wpls13 = 13 * wpls;", + " wpls14 = 14 * wpls;", + " wpls15 = 15 * wpls;", + " wpls16 = 16 * wpls;", + " wpls17 = 17 * wpls;", + " wpls18 = 18 * wpls;", + " wpls19 = 19 * wpls;", + " wpls20 = 20 * wpls;", + " wpls21 = 21 * wpls;", + " wpls22 = 22 * wpls;", + " wpls23 = 23 * wpls;", + " wpls24 = 24 * wpls;", + " wpls25 = 25 * wpls;", + " wpls26 = 26 * wpls;", + " wpls27 = 27 * wpls;", + " wpls28 = 28 * wpls;", + " wpls29 = 29 * wpls;", + " wpls30 = 30 * wpls;", + " wpls31 = 31 * wpls;"}; + +static char wplstrp[][10] = {"+ wpls", "+ wpls2", "+ wpls3", "+ wpls4", + "+ wpls5", "+ wpls6", "+ wpls7", "+ wpls8", + "+ wpls9", "+ wpls10", "+ wpls11", "+ wpls12", + "+ wpls13", "+ wpls14", "+ wpls15", "+ wpls16", + "+ wpls17", "+ wpls18", "+ wpls19", "+ wpls20", + "+ wpls21", "+ wpls22", "+ wpls23", "+ wpls24", + "+ wpls25", "+ wpls26", "+ wpls27", "+ wpls28", + "+ wpls29", "+ wpls30", "+ wpls31"}; + +static char wplstrm[][10] = {"- wpls", "- wpls2", "- wpls3", "- wpls4", + "- wpls5", "- wpls6", "- wpls7", "- wpls8", + "- wpls9", "- wpls10", "- wpls11", "- wpls12", + "- wpls13", "- wpls14", "- wpls15", "- wpls16", + "- wpls17", "- wpls18", "- wpls19", "- wpls20", + "- wpls21", "- wpls22", "- wpls23", "- wpls24", + "- wpls25", "- wpls26", "- wpls27", "- wpls28", + "- wpls29", "- wpls30", "- wpls31"}; + + +/*! + * \brief fmorphautogen() + * + * \param[in] sela + * \param[in] fileindex + * \param[in] filename [optional]; can be null + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This function generates all the code for implementing
+ *          dwa morphological operations using all the sels in the sela.
+ *      (2) See fmorphautogen1() and fmorphautogen2() for details.
+ *
+ */ +l_ok +fmorphautogen(SELA *sela, + l_int32 fileindex, + const char *filename) +{ +l_int32 ret1, ret2; + + PROCNAME("fmorphautogen"); + + if (!sela) + return ERROR_INT("sela not defined", procName, 1); + ret1 = fmorphautogen1(sela, fileindex, filename); + ret2 = fmorphautogen2(sela, fileindex, filename); + if (ret1 || ret2) + return ERROR_INT("code generation problem", procName, 1); + return 0; +} + + +/*! + * \brief fmorphautogen1() + * + * \param[in] sela + * \param[in] fileindex + * \param[in] filename [optional]; can be null + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This function uses morphtemplate1.txt to create a
+ *          top-level file that contains two functions.  These
+ *          functions will carry out dilation, erosion,
+ *          opening or closing for any of the sels in the input sela.
+ *      (2) The fileindex parameter is inserted into the output
+ *          filename, as described below.
+ *      (3) If filename == NULL, the output file is fmorphgen.[n].c,
+ *          where [n] is equal to the %fileindex parameter.
+ *      (4) If filename != NULL, the output file is [%filename].[n].c.
+ *
+ */ +l_ok +fmorphautogen1(SELA *sela, + l_int32 fileindex, + const char *filename) +{ +char *filestr; +char *str_proto1, *str_proto2, *str_proto3; +char *str_doc1, *str_doc2, *str_doc3, *str_doc4; +char *str_def1, *str_def2, *str_proc1, *str_proc2; +char *str_dwa1, *str_low_dt, *str_low_ds, *str_low_ts; +char *str_low_tsp1, *str_low_dtp1; +char bigbuf[L_BUF_SIZE]; +l_int32 i, nsels, nbytes, actstart, end, newstart; +size_t size; +SARRAY *sa1, *sa2, *sa3; + + PROCNAME("fmorphautogen1"); + + if (!sela) + return ERROR_INT("sela not defined", procName, 1); + if (fileindex < 0) + fileindex = 0; + if ((nsels = selaGetCount(sela)) == 0) + return ERROR_INT("no sels in sela", procName, 1); + + /* Make array of textlines from morphtemplate1.txt */ + if ((filestr = (char *)l_binaryRead(TEMPLATE1, &size)) == NULL) + return ERROR_INT("filestr not made", procName, 1); + sa2 = sarrayCreateLinesFromString(filestr, 1); + LEPT_FREE(filestr); + if (!sa2) + return ERROR_INT("sa2 not made", procName, 1); + + /* Make array of sel names */ + sa1 = selaGetSelnames(sela); + + /* Make strings containing function call names */ + sprintf(bigbuf, "PIX *pixMorphDwa_%d(PIX *pixd, PIX *pixs, " + "l_int32 operation, char *selname);", fileindex); + str_proto1 = stringNew(bigbuf); + sprintf(bigbuf, "PIX *pixFMorphopGen_%d(PIX *pixd, PIX *pixs, " + "l_int32 operation, char *selname);", fileindex); + str_proto2 = stringNew(bigbuf); + sprintf(bigbuf, "l_int32 fmorphopgen_low_%d(l_uint32 *datad, l_int32 w,\n" + " l_int32 h, l_int32 wpld,\n" + " l_uint32 *datas, l_int32 wpls,\n" + " l_int32 index);", fileindex); + str_proto3 = stringNew(bigbuf); + sprintf(bigbuf, " * PIX *pixMorphDwa_%d()", fileindex); + str_doc1 = stringNew(bigbuf); + sprintf(bigbuf, " * PIX *pixFMorphopGen_%d()", fileindex); + str_doc2 = stringNew(bigbuf); + sprintf(bigbuf, " * \\brief pixMorphDwa_%d()", fileindex); + str_doc3 = stringNew(bigbuf); + sprintf(bigbuf, " * \\brief pixFMorphopGen_%d()", fileindex); + str_doc4 = stringNew(bigbuf); + sprintf(bigbuf, "pixMorphDwa_%d(PIX *pixd,", fileindex); + str_def1 = stringNew(bigbuf); + sprintf(bigbuf, "pixFMorphopGen_%d(PIX *pixd,", fileindex); + str_def2 = stringNew(bigbuf); + sprintf(bigbuf, " PROCNAME(\"pixMorphDwa_%d\");", fileindex); + str_proc1 = stringNew(bigbuf); + sprintf(bigbuf, " PROCNAME(\"pixFMorphopGen_%d\");", fileindex); + str_proc2 = stringNew(bigbuf); + sprintf(bigbuf, + " pixt2 = pixFMorphopGen_%d(NULL, pixt1, operation, selname);", + fileindex); + str_dwa1 = stringNew(bigbuf); + sprintf(bigbuf, + " fmorphopgen_low_%d(datad, w, h, wpld, datat, wpls, index);", + fileindex); + str_low_dt = stringNew(bigbuf); + sprintf(bigbuf, + " fmorphopgen_low_%d(datad, w, h, wpld, datas, wpls, index);", + fileindex); + str_low_ds = stringNew(bigbuf); + sprintf(bigbuf, + " fmorphopgen_low_%d(datat, w, h, wpls, datas, wpls, index+1);", + fileindex); + str_low_tsp1 = stringNew(bigbuf); + sprintf(bigbuf, + " fmorphopgen_low_%d(datat, w, h, wpls, datas, wpls, index);", + fileindex); + str_low_ts = stringNew(bigbuf); + sprintf(bigbuf, + " fmorphopgen_low_%d(datad, w, h, wpld, datat, wpls, index+1);", + fileindex); + str_low_dtp1 = stringNew(bigbuf); + + /* Make the output sa */ + sa3 = sarrayCreate(0); + + /* Copyright notice and info header */ + sarrayParseRange(sa2, 0, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Insert function names as documentation */ + sarrayAddString(sa3, str_doc1, L_INSERT); + sarrayAddString(sa3, str_doc2, L_INSERT); + + /* Add '#include's */ + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Insert function prototypes */ + sarrayAddString(sa3, str_proto1, L_INSERT); + sarrayAddString(sa3, str_proto2, L_INSERT); + sarrayAddString(sa3, str_proto3, L_INSERT); + + /* Add static globals */ + sprintf(bigbuf, "\nstatic l_int32 NUM_SELS_GENERATED = %d;", nsels); + sarrayAddString(sa3, bigbuf, L_COPY); + sprintf(bigbuf, "static char SEL_NAMES[][80] = {"); + sarrayAddString(sa3, bigbuf, L_COPY); + for (i = 0; i < nsels - 1; i++) { + sprintf(bigbuf, " \"%s\",", + sarrayGetString(sa1, i, L_NOCOPY)); + sarrayAddString(sa3, bigbuf, L_COPY); + } + sprintf(bigbuf, " \"%s\"};", + sarrayGetString(sa1, i, L_NOCOPY)); + sarrayAddString(sa3, bigbuf, L_COPY); + + /* Start pixMorphDwa_*() function description */ + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_doc3, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Finish pixMorphDwa_*() function definition */ + sarrayAddString(sa3, str_def1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_proc1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_dwa1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Start pixFMorphopGen_*() function description */ + sarrayAddString(sa3, str_doc4, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Finish pixFMorphopGen_*() function definition */ + sarrayAddString(sa3, str_def2, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_proc2, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_dt, L_COPY); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_ds, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_tsp1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_dt, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_ts, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + sarrayAddString(sa3, str_low_dtp1, L_INSERT); + sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa3, sa2, actstart, end); + + /* Output to file */ + filestr = sarrayToString(sa3, 1); + nbytes = strlen(filestr); + if (filename) + snprintf(bigbuf, L_BUF_SIZE, "%s.%d.c", filename, fileindex); + else + sprintf(bigbuf, "%s.%d.c", OUTROOT, fileindex); + l_binaryWrite(bigbuf, "w", filestr, nbytes); + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + LEPT_FREE(filestr); + return 0; +} + + +/* + * fmorphautogen2() + * + * Input: sela + * fileindex + * filename (; can be null) + * Return: 0 if OK; 1 on error + * + * Notes: + * (1) This function uses morphtemplate2.txt to create a + * low-level file that contains the low-level functions for + * implementing dilation and erosion for every sel + * in the input sela. + * (2) The fileindex parameter is inserted into the output + * filename, as described below. + * (3) If filename == NULL, the output file is fmorphgenlow.[n].c, + * where [n] is equal to the 'fileindex' parameter. + * (4) If filename != NULL, the output file is [filename]low.[n].c. + */ +l_int32 +fmorphautogen2(SELA *sela, + l_int32 fileindex, + const char *filename) +{ +char *filestr, *linestr, *fname; +char *str_doc1, *str_doc2, *str_doc3, *str_doc4, *str_def1; +char bigbuf[L_BUF_SIZE]; +char breakstring[] = " break;"; +char staticstring[] = "static void"; +l_int32 i, nsels, nbytes, actstart, end, newstart; +l_int32 argstart, argend, loopstart, loopend, finalstart, finalend; +size_t size; +SARRAY *sa1, *sa2, *sa3, *sa4, *sa5, *sa6; +SEL *sel; + + PROCNAME("fmorphautogen2"); + + if (!sela) + return ERROR_INT("sela not defined", procName, 1); + if (fileindex < 0) + fileindex = 0; + if ((nsels = selaGetCount(sela)) == 0) + return ERROR_INT("no sels in sela", procName, 1); + + /* Make the array of textlines from morphtemplate2.txt */ + if ((filestr = (char *)l_binaryRead(TEMPLATE2, &size)) == NULL) + return ERROR_INT("filestr not made", procName, 1); + sa1 = sarrayCreateLinesFromString(filestr, 1); + LEPT_FREE(filestr); + if (!sa1) + return ERROR_INT("sa1 not made", procName, 1); + + /* Make the array of static function names */ + if ((sa2 = sarrayCreate(2 * nsels)) == NULL) { + sarrayDestroy(&sa1); + return ERROR_INT("sa2 not made", procName, 1); + } + for (i = 0; i < nsels; i++) { + sprintf(bigbuf, "fdilate_%d_%d", fileindex, i); + sarrayAddString(sa2, bigbuf, L_COPY); + sprintf(bigbuf, "ferode_%d_%d", fileindex, i); + sarrayAddString(sa2, bigbuf, L_COPY); + } + + /* Make the static prototype strings */ + sa3 = sarrayCreate(2 * nsels); /* should be ok */ + for (i = 0; i < 2 * nsels; i++) { + fname = sarrayGetString(sa2, i, L_NOCOPY); + sprintf(bigbuf, "static void %s%s", fname, PROTOARGS); + sarrayAddString(sa3, bigbuf, L_COPY); + } + + /* Make strings containing function names */ + sprintf(bigbuf, " * l_int32 fmorphopgen_low_%d()", + fileindex); + str_doc1 = stringNew(bigbuf); + sprintf(bigbuf, " * void fdilate_%d_*()", fileindex); + str_doc2 = stringNew(bigbuf); + sprintf(bigbuf, " * void ferode_%d_*()", fileindex); + str_doc3 = stringNew(bigbuf); + + /* Output to this sa */ + sa4 = sarrayCreate(0); + + /* Copyright notice and info header */ + sarrayParseRange(sa1, 0, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Insert function names as documentation */ + sarrayAddString(sa4, str_doc1, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + sarrayAddString(sa4, str_doc2, L_INSERT); + sarrayAddString(sa4, str_doc3, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Insert static protos */ + for (i = 0; i < 2 * nsels; i++) { + if ((linestr = sarrayGetString(sa3, i, L_COPY)) == NULL) { + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + sarrayDestroy(&sa4); + return ERROR_INT("linestr not retrieved", procName, 1); + } + sarrayAddString(sa4, linestr, L_INSERT); + } + + /* More strings with function names */ + sprintf(bigbuf, " * fmorphopgen_low_%d()", fileindex); + str_doc4 = stringNew(bigbuf); + sprintf(bigbuf, "fmorphopgen_low_%d(l_uint32 *datad,", fileindex); + str_def1 = stringNew(bigbuf); + + /* Insert function header */ + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + sarrayAddString(sa4, str_doc4, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + sarrayAddString(sa4, str_def1, L_INSERT); + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Generate and insert the dispatcher code */ + for (i = 0; i < 2 * nsels; i++) { + sprintf(bigbuf, " case %d:", i); + sarrayAddString(sa4, bigbuf, L_COPY); + sprintf(bigbuf, " %s(datad, w, h, wpld, datas, wpls);", + sarrayGetString(sa2, i, L_NOCOPY)); + sarrayAddString(sa4, bigbuf, L_COPY); + sarrayAddString(sa4, breakstring, L_COPY); + } + + /* Finish the dispatcher and introduce the low-level code */ + sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0); + sarrayAppendRange(sa4, sa1, actstart, end); + + /* Get the range for the args common to all functions */ + sarrayParseRange(sa1, newstart, &argstart, &argend, &newstart, "--", 0); + + /* Get the range for the loop code common to all functions */ + sarrayParseRange(sa1, newstart, &loopstart, &loopend, &newstart, "--", 0); + + /* Get the range for the ending code common to all functions */ + sarrayParseRange(sa1, newstart, &finalstart, &finalend, &newstart, "--", 0); + + /* Do all the static functions */ + for (i = 0; i < 2 * nsels; i++) { + /* Generate the function header and add the common args */ + sarrayAddString(sa4, staticstring, L_COPY); + fname = sarrayGetString(sa2, i, L_NOCOPY); + sprintf(bigbuf, "%s(l_uint32 *datad,", fname); + sarrayAddString(sa4, bigbuf, L_COPY); + sarrayAppendRange(sa4, sa1, argstart, argend); + + /* Declare and define wplsN args, as necessary */ + if ((sel = selaGetSel(sela, i/2)) == NULL) { + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + sarrayDestroy(&sa4); + return ERROR_INT("sel not returned", procName, 1); + } + sa5 = sarrayMakeWplsCode(sel); + sarrayJoin(sa4, sa5); + sarrayDestroy(&sa5); + + /* Add the function loop code */ + sarrayAppendRange(sa4, sa1, loopstart, loopend); + + /* Insert barrel-op code for *dptr */ + sa6 = sarrayMakeInnerLoopDWACode(sel, i); + sarrayJoin(sa4, sa6); + sarrayDestroy(&sa6); + + /* Finish the function code */ + sarrayAppendRange(sa4, sa1, finalstart, finalend); + } + + /* Output to file */ + filestr = sarrayToString(sa4, 1); + nbytes = strlen(filestr); + if (filename) + snprintf(bigbuf, L_BUF_SIZE, "%slow.%d.c", filename, fileindex); + else + sprintf(bigbuf, "%slow.%d.c", OUTROOT, fileindex); + l_binaryWrite(bigbuf, "w", filestr, nbytes); + sarrayDestroy(&sa1); + sarrayDestroy(&sa2); + sarrayDestroy(&sa3); + sarrayDestroy(&sa4); + LEPT_FREE(filestr); + return 0; +} + + +/*--------------------------------------------------------------------------* + * Helper code for sel * + *--------------------------------------------------------------------------*/ +/*! + * \brief sarrayMakeWplsCode() + */ +static SARRAY * +sarrayMakeWplsCode(SEL *sel) +{ +char emptystring[] = ""; +l_int32 i, j, ymax, dely, allvshifts; +l_int32 vshift[32]; +SARRAY *sa; + + PROCNAME("sarrayMakeWplsCode"); + + if (!sel) + return (SARRAY *)ERROR_PTR("sel not defined", procName, NULL); + + for (i = 0; i < 32; i++) + vshift[i] = 0; + ymax = 0; + for (i = 0; i < sel->sy; i++) { + for (j = 0; j < sel->sx; j++) { + if (sel->data[i][j] == 1) { + dely = L_ABS(i - sel->cy); + if (dely < 32) + vshift[dely] = 1; + ymax = L_MAX(ymax, dely); + } + } + } + if (ymax > 31) { + L_WARNING("ymax > 31; truncating to 31\n", procName); + ymax = 31; + } + + /* Test if this is a vertical brick */ + allvshifts = TRUE; + for (i = 0; i < ymax; i++) { + if (vshift[i] == 0) { + allvshifts = FALSE; + break; + } + } + + sa = sarrayCreate(0); + + /* Add declarations */ + if (allvshifts == TRUE) { /* packs them as well as possible */ + if (ymax > 4) + sarrayAddString(sa, wpldecls[2], L_COPY); + if (ymax > 8) + sarrayAddString(sa, wpldecls[6], L_COPY); + if (ymax > 12) + sarrayAddString(sa, wpldecls[10], L_COPY); + if (ymax > 16) + sarrayAddString(sa, wpldecls[14], L_COPY); + if (ymax > 20) + sarrayAddString(sa, wpldecls[18], L_COPY); + if (ymax > 24) + sarrayAddString(sa, wpldecls[22], L_COPY); + if (ymax > 28) + sarrayAddString(sa, wpldecls[26], L_COPY); + if (ymax > 1) + sarrayAddString(sa, wpldecls[ymax - 2], L_COPY); + } else { /* puts them one/line */ + for (i = 2; i <= ymax; i++) { + if (vshift[i]) + sarrayAddString(sa, wplgendecls[i - 2], L_COPY); + } + } + + sarrayAddString(sa, emptystring, L_COPY); + + /* Add definitions */ + for (i = 2; i <= ymax; i++) { + if (vshift[i]) + sarrayAddString(sa, wpldefs[i - 2], L_COPY); + } + + return sa; +} + + +/*! + * \brief sarrayMakeInnerLoopDWACode() + */ +static SARRAY * +sarrayMakeInnerLoopDWACode(SEL *sel, + l_int32 index) +{ +char *tstr, *string; +char logicalor[] = "|"; +char logicaland[] = "&"; +char bigbuf[L_BUF_SIZE]; +l_int32 i, j, optype, count, nfound, delx, dely; +SARRAY *sa; + + PROCNAME("sarrayMakeInnerLoopDWACode"); + + if (!sel) + return (SARRAY *)ERROR_PTR("sel not defined", procName, NULL); + + if (index % 2 == 0) { + optype = L_MORPH_DILATE; + tstr = logicalor; + } else { + optype = L_MORPH_ERODE; + tstr = logicaland; + } + + count = 0; + for (i = 0; i < sel->sy; i++) { + for (j = 0; j < sel->sx; j++) { + if (sel->data[i][j] == 1) + count++; + } + } + + sa = sarrayCreate(0); + if (count == 0) { + L_WARNING("no hits in Sel %d\n", procName, index); + return sa; /* no code inside! */ + } + + nfound = 0; + for (i = 0; i < sel->sy; i++) { + for (j = 0; j < sel->sx; j++) { + if (sel->data[i][j] == 1) { + nfound++; + if (optype == L_MORPH_DILATE) { + dely = sel->cy - i; + delx = sel->cx - j; + } else { /* optype == L_MORPH_ERODE */ + dely = i - sel->cy; + delx = j - sel->cx; + } + if ((string = makeBarrelshiftString(delx, dely)) == NULL) { + L_WARNING("barrel shift string not made\n", procName); + continue; + } + if (count == 1) /* just one item */ + sprintf(bigbuf, " *dptr = %s;", string); + else if (nfound == 1) + sprintf(bigbuf, " *dptr = %s %s", string, tstr); + else if (nfound < count) + sprintf(bigbuf, " %s %s", string, tstr); + else /* nfound == count */ + sprintf(bigbuf, " %s;", string); + sarrayAddString(sa, bigbuf, L_COPY); + LEPT_FREE(string); + } + } + } + + return sa; +} + + +/*! + * \brief makeBarrelshiftString() + */ +static char * +makeBarrelshiftString(l_int32 delx, /* j - cx */ + l_int32 dely) /* i - cy */ +{ +l_int32 absx, absy; +char bigbuf[L_BUF_SIZE]; + + PROCNAME("makeBarrelshiftString"); + + if (delx < -31 || delx > 31) + return (char *)ERROR_PTR("delx out of bounds", procName, NULL); + if (dely < -31 || dely > 31) + return (char *)ERROR_PTR("dely out of bounds", procName, NULL); + absx = L_ABS(delx); + absy = L_ABS(dely); + + if ((delx == 0) && (dely == 0)) + sprintf(bigbuf, "(*sptr)"); + else if ((delx == 0) && (dely < 0)) + sprintf(bigbuf, "(*(sptr %s))", wplstrm[absy - 1]); + else if ((delx == 0) && (dely > 0)) + sprintf(bigbuf, "(*(sptr %s))", wplstrp[absy - 1]); + else if ((delx < 0) && (dely == 0)) + sprintf(bigbuf, "((*(sptr) >> %d) | (*(sptr - 1) << %d))", + absx, 32 - absx); + else if ((delx > 0) && (dely == 0)) + sprintf(bigbuf, "((*(sptr) << %d) | (*(sptr + 1) >> %d))", + absx, 32 - absx); + else if ((delx < 0) && (dely < 0)) + sprintf(bigbuf, "((*(sptr %s) >> %d) | (*(sptr %s - 1) << %d))", + wplstrm[absy - 1], absx, wplstrm[absy - 1], 32 - absx); + else if ((delx > 0) && (dely < 0)) + sprintf(bigbuf, "((*(sptr %s) << %d) | (*(sptr %s + 1) >> %d))", + wplstrm[absy - 1], absx, wplstrm[absy - 1], 32 - absx); + else if ((delx < 0) && (dely > 0)) + sprintf(bigbuf, "((*(sptr %s) >> %d) | (*(sptr %s - 1) << %d))", + wplstrp[absy - 1], absx, wplstrp[absy - 1], 32 - absx); + else /* ((delx > 0) && (dely > 0)) */ + sprintf(bigbuf, "((*(sptr %s) << %d) | (*(sptr %s + 1) >> %d))", + wplstrp[absy - 1], absx, wplstrp[absy - 1], 32 - absx); + + return stringNew(bigbuf); +} diff --git a/3rdparty/hgOCR/leptonica/fmorphgen.1.c b/3rdparty/hgOCR/leptonica/fmorphgen.1.c new file mode 100644 index 00000000..f0bf9aec --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fmorphgen.1.c @@ -0,0 +1,277 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * Top-level fast binary morphology with auto-generated sels + * + * PIX *pixMorphDwa_1() + * PIX *pixFMorphopGen_1() + */ + +#include +#include "allheaders.h" + +PIX *pixMorphDwa_1(PIX *pixd, PIX *pixs, l_int32 operation, char *selname); +PIX *pixFMorphopGen_1(PIX *pixd, PIX *pixs, l_int32 operation, char *selname); +l_int32 fmorphopgen_low_1(l_uint32 *datad, l_int32 w, + l_int32 h, l_int32 wpld, + l_uint32 *datas, l_int32 wpls, + l_int32 index); + +static l_int32 NUM_SELS_GENERATED = 58; +static char SEL_NAMES[][80] = { + "sel_2h", + "sel_3h", + "sel_4h", + "sel_5h", + "sel_6h", + "sel_7h", + "sel_8h", + "sel_9h", + "sel_10h", + "sel_11h", + "sel_12h", + "sel_13h", + "sel_14h", + "sel_15h", + "sel_20h", + "sel_21h", + "sel_25h", + "sel_30h", + "sel_31h", + "sel_35h", + "sel_40h", + "sel_41h", + "sel_45h", + "sel_50h", + "sel_51h", + "sel_2v", + "sel_3v", + "sel_4v", + "sel_5v", + "sel_6v", + "sel_7v", + "sel_8v", + "sel_9v", + "sel_10v", + "sel_11v", + "sel_12v", + "sel_13v", + "sel_14v", + "sel_15v", + "sel_20v", + "sel_21v", + "sel_25v", + "sel_30v", + "sel_31v", + "sel_35v", + "sel_40v", + "sel_41v", + "sel_45v", + "sel_50v", + "sel_51v", + "sel_2", + "sel_3", + "sel_4", + "sel_5", + "sel_2dp", + "sel_2dm", + "sel_5dp", + "sel_5dm"}; + +/*! + * \brief pixMorphDwa_1() + * + * \param[in] pixd usual 3 choices: null, == pixs, != pixs + * \param[in] pixs 1 bpp + * \param[in] operation L_MORPH_DILATE, L_MORPH_ERODE, + * L_MORPH_OPEN, L_MORPH_CLOSE + * \param[in] sel name + * \return pixd + * + * 
+ * Notes:
+ *      (1) This simply adds a border, calls the appropriate
+ *          pixFMorphopGen_*(), and removes the border.
+ *          See the notes for that function.
+ *      (2) The size of the border depends on the operation
+ *          and the boundary conditions.
+ *
+ */ +PIX * +pixMorphDwa_1(PIX *pixd, + PIX *pixs, + l_int32 operation, + char *selname) +{ +l_int32 bordercolor, bordersize; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixMorphDwa_1"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, pixd); + + /* Set the border size */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + bordersize = 32; + if (bordercolor == 0 && operation == L_MORPH_CLOSE) + bordersize += 32; + + pixt1 = pixAddBorder(pixs, bordersize, 0); + pixt2 = pixFMorphopGen_1(NULL, pixt1, operation, selname); + pixt3 = pixRemoveBorder(pixt2, bordersize); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixCopy(pixd, pixt3); + pixDestroy(&pixt3); + return pixd; +} + + +/*! + * \brief pixFMorphopGen_1() + * + * \param[in] pixd usual 3 choices: null, == pixs, != pixs + * \param[in] pixs 1 bpp + * \param[in] operation L_MORPH_DILATE, L_MORPH_ERODE, + * L_MORPH_OPEN, L_MORPH_CLOSE + * \param[in] sel name + * \return pixd + * + * 
+ * Notes:
+ *      (1) This is a dwa operation, and the Sels must be limited in
+ *          size to not more than 31 pixels about the origin.
+ *      (2) A border of appropriate size (32 pixels, or 64 pixels
+ *          for safe closing with asymmetric b.c.) must be added before
+ *          this function is called.
+ *      (3) This handles all required setting of the border pixels
+ *          before erosion and dilation.
+ *      (4) The closing operation is safe; no pixels can be removed
+ *          near the boundary.
+ *
+ */ +PIX * +pixFMorphopGen_1(PIX *pixd, + PIX *pixs, + l_int32 operation, + char *selname) +{ +l_int32 i, index, found, w, h, wpls, wpld, bordercolor, erodeop, borderop; +l_uint32 *datad, *datas, *datat; +PIX *pixt; + + PROCNAME("pixFMorphopGen_1"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, pixd); + + /* Get boundary colors to use */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + if (bordercolor == 1) + erodeop = PIX_SET; + else + erodeop = PIX_CLR; + + found = FALSE; + for (i = 0; i < NUM_SELS_GENERATED; i++) { + if (strcmp(selname, SEL_NAMES[i]) == 0) { + found = TRUE; + index = 2 * i; + break; + } + } + if (found == FALSE) + return (PIX *)ERROR_PTR("sel index not found", procName, pixd); + + if (!pixd) { + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + else /* for in-place or pre-allocated */ + pixResizeImageData(pixd, pixs); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + + /* The images must be surrounded, in advance, with a border of + * size 32 pixels (or 64, for closing), that we'll read from. + * Fabricate a "proper" image as the subimage within the 32 + * pixel border, having the following parameters: */ + w = pixGetWidth(pixs) - 64; + h = pixGetHeight(pixs) - 64; + datas = pixGetData(pixs) + 32 * wpls + 1; + datad = pixGetData(pixd) + 32 * wpld + 1; + + if (operation == L_MORPH_DILATE || operation == L_MORPH_ERODE) { + borderop = PIX_CLR; + if (operation == L_MORPH_ERODE) { + borderop = erodeop; + index++; + } + if (pixd == pixs) { /* in-place; generate a temp image */ + if ((pixt = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + datat = pixGetData(pixt) + 32 * wpls + 1; + pixSetOrClearBorder(pixt, 32, 32, 32, 32, borderop); + fmorphopgen_low_1(datad, w, h, wpld, datat, wpls, index); + pixDestroy(&pixt); + } + else { /* not in-place */ + pixSetOrClearBorder(pixs, 32, 32, 32, 32, borderop); + fmorphopgen_low_1(datad, w, h, wpld, datas, wpls, index); + } + } + else { /* opening or closing; generate a temp image */ + if ((pixt = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + datat = pixGetData(pixt) + 32 * wpls + 1; + if (operation == L_MORPH_OPEN) { + pixSetOrClearBorder(pixs, 32, 32, 32, 32, erodeop); + fmorphopgen_low_1(datat, w, h, wpls, datas, wpls, index+1); + pixSetOrClearBorder(pixt, 32, 32, 32, 32, PIX_CLR); + fmorphopgen_low_1(datad, w, h, wpld, datat, wpls, index); + } + else { /* closing */ + pixSetOrClearBorder(pixs, 32, 32, 32, 32, PIX_CLR); + fmorphopgen_low_1(datat, w, h, wpls, datas, wpls, index); + pixSetOrClearBorder(pixt, 32, 32, 32, 32, erodeop); + fmorphopgen_low_1(datad, w, h, wpld, datat, wpls, index+1); + } + pixDestroy(&pixt); + } + + return pixd; +} + diff --git a/3rdparty/hgOCR/leptonica/fmorphgenlow.1.c b/3rdparty/hgOCR/leptonica/fmorphgenlow.1.c new file mode 100644 index 00000000..dd43da2e --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fmorphgenlow.1.c @@ -0,0 +1,5862 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * Low-level fast binary morphology with auto-generated sels + * + * Dispatcher: + * l_int32 fmorphopgen_low_1() + * + * Static Low-level: + * void fdilate_1_*() + * void ferode_1_*() + */ + +#include "allheaders.h" + +static void fdilate_1_0(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_0(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_1(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_1(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_2(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_2(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_3(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_3(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_4(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_4(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_5(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_5(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_6(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_6(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_7(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_7(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_8(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_8(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_9(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_9(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_10(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_10(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_11(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_11(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_12(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_12(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_13(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_13(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_14(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_14(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_15(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_15(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_16(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_16(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_17(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_17(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_18(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_18(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_19(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_19(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_20(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_20(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_21(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_21(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_22(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_22(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_23(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_23(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_24(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_24(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_25(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_25(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_26(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_26(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_27(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_27(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_28(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_28(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_29(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_29(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_30(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_30(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_31(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_31(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_32(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_32(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_33(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_33(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_34(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_34(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_35(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_35(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_36(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_36(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_37(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_37(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_38(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_38(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_39(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_39(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_40(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_40(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_41(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_41(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_42(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_42(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_43(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_43(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_44(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_44(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_45(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_45(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_46(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_46(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_47(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_47(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_48(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_48(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_49(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_49(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_50(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_50(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_51(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_51(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_52(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_52(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_53(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_53(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_54(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_54(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_55(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_55(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_56(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_56(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void fdilate_1_57(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); +static void ferode_1_57(l_uint32 *, l_int32, l_int32, l_int32, l_uint32 *, l_int32); + + +/*---------------------------------------------------------------------* + * Fast morph dispatcher * + *---------------------------------------------------------------------*/ +/*! + * fmorphopgen_low_1() + * + * a dispatcher to appropriate low-level code + */ +l_int32 +fmorphopgen_low_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 index) +{ + + switch (index) + { + case 0: + fdilate_1_0(datad, w, h, wpld, datas, wpls); + break; + case 1: + ferode_1_0(datad, w, h, wpld, datas, wpls); + break; + case 2: + fdilate_1_1(datad, w, h, wpld, datas, wpls); + break; + case 3: + ferode_1_1(datad, w, h, wpld, datas, wpls); + break; + case 4: + fdilate_1_2(datad, w, h, wpld, datas, wpls); + break; + case 5: + ferode_1_2(datad, w, h, wpld, datas, wpls); + break; + case 6: + fdilate_1_3(datad, w, h, wpld, datas, wpls); + break; + case 7: + ferode_1_3(datad, w, h, wpld, datas, wpls); + break; + case 8: + fdilate_1_4(datad, w, h, wpld, datas, wpls); + break; + case 9: + ferode_1_4(datad, w, h, wpld, datas, wpls); + break; + case 10: + fdilate_1_5(datad, w, h, wpld, datas, wpls); + break; + case 11: + ferode_1_5(datad, w, h, wpld, datas, wpls); + break; + case 12: + fdilate_1_6(datad, w, h, wpld, datas, wpls); + break; + case 13: + ferode_1_6(datad, w, h, wpld, datas, wpls); + break; + case 14: + fdilate_1_7(datad, w, h, wpld, datas, wpls); + break; + case 15: + ferode_1_7(datad, w, h, wpld, datas, wpls); + break; + case 16: + fdilate_1_8(datad, w, h, wpld, datas, wpls); + break; + case 17: + ferode_1_8(datad, w, h, wpld, datas, wpls); + break; + case 18: + fdilate_1_9(datad, w, h, wpld, datas, wpls); + break; + case 19: + ferode_1_9(datad, w, h, wpld, datas, wpls); + break; + case 20: + fdilate_1_10(datad, w, h, wpld, datas, wpls); + break; + case 21: + ferode_1_10(datad, w, h, wpld, datas, wpls); + break; + case 22: + fdilate_1_11(datad, w, h, wpld, datas, wpls); + break; + case 23: + ferode_1_11(datad, w, h, wpld, datas, wpls); + break; + case 24: + fdilate_1_12(datad, w, h, wpld, datas, wpls); + break; + case 25: + ferode_1_12(datad, w, h, wpld, datas, wpls); + break; + case 26: + fdilate_1_13(datad, w, h, wpld, datas, wpls); + break; + case 27: + ferode_1_13(datad, w, h, wpld, datas, wpls); + break; + case 28: + fdilate_1_14(datad, w, h, wpld, datas, wpls); + break; + case 29: + ferode_1_14(datad, w, h, wpld, datas, wpls); + break; + case 30: + fdilate_1_15(datad, w, h, wpld, datas, wpls); + break; + case 31: + ferode_1_15(datad, w, h, wpld, datas, wpls); + break; + case 32: + fdilate_1_16(datad, w, h, wpld, datas, wpls); + break; + case 33: + ferode_1_16(datad, w, h, wpld, datas, wpls); + break; + case 34: + fdilate_1_17(datad, w, h, wpld, datas, wpls); + break; + case 35: + ferode_1_17(datad, w, h, wpld, datas, wpls); + break; + case 36: + fdilate_1_18(datad, w, h, wpld, datas, wpls); + break; + case 37: + ferode_1_18(datad, w, h, wpld, datas, wpls); + break; + case 38: + fdilate_1_19(datad, w, h, wpld, datas, wpls); + break; + case 39: + ferode_1_19(datad, w, h, wpld, datas, wpls); + break; + case 40: + fdilate_1_20(datad, w, h, wpld, datas, wpls); + break; + case 41: + ferode_1_20(datad, w, h, wpld, datas, wpls); + break; + case 42: + fdilate_1_21(datad, w, h, wpld, datas, wpls); + break; + case 43: + ferode_1_21(datad, w, h, wpld, datas, wpls); + break; + case 44: + fdilate_1_22(datad, w, h, wpld, datas, wpls); + break; + case 45: + ferode_1_22(datad, w, h, wpld, datas, wpls); + break; + case 46: + fdilate_1_23(datad, w, h, wpld, datas, wpls); + break; + case 47: + ferode_1_23(datad, w, h, wpld, datas, wpls); + break; + case 48: + fdilate_1_24(datad, w, h, wpld, datas, wpls); + break; + case 49: + ferode_1_24(datad, w, h, wpld, datas, wpls); + break; + case 50: + fdilate_1_25(datad, w, h, wpld, datas, wpls); + break; + case 51: + ferode_1_25(datad, w, h, wpld, datas, wpls); + break; + case 52: + fdilate_1_26(datad, w, h, wpld, datas, wpls); + break; + case 53: + ferode_1_26(datad, w, h, wpld, datas, wpls); + break; + case 54: + fdilate_1_27(datad, w, h, wpld, datas, wpls); + break; + case 55: + ferode_1_27(datad, w, h, wpld, datas, wpls); + break; + case 56: + fdilate_1_28(datad, w, h, wpld, datas, wpls); + break; + case 57: + ferode_1_28(datad, w, h, wpld, datas, wpls); + break; + case 58: + fdilate_1_29(datad, w, h, wpld, datas, wpls); + break; + case 59: + ferode_1_29(datad, w, h, wpld, datas, wpls); + break; + case 60: + fdilate_1_30(datad, w, h, wpld, datas, wpls); + break; + case 61: + ferode_1_30(datad, w, h, wpld, datas, wpls); + break; + case 62: + fdilate_1_31(datad, w, h, wpld, datas, wpls); + break; + case 63: + ferode_1_31(datad, w, h, wpld, datas, wpls); + break; + case 64: + fdilate_1_32(datad, w, h, wpld, datas, wpls); + break; + case 65: + ferode_1_32(datad, w, h, wpld, datas, wpls); + break; + case 66: + fdilate_1_33(datad, w, h, wpld, datas, wpls); + break; + case 67: + ferode_1_33(datad, w, h, wpld, datas, wpls); + break; + case 68: + fdilate_1_34(datad, w, h, wpld, datas, wpls); + break; + case 69: + ferode_1_34(datad, w, h, wpld, datas, wpls); + break; + case 70: + fdilate_1_35(datad, w, h, wpld, datas, wpls); + break; + case 71: + ferode_1_35(datad, w, h, wpld, datas, wpls); + break; + case 72: + fdilate_1_36(datad, w, h, wpld, datas, wpls); + break; + case 73: + ferode_1_36(datad, w, h, wpld, datas, wpls); + break; + case 74: + fdilate_1_37(datad, w, h, wpld, datas, wpls); + break; + case 75: + ferode_1_37(datad, w, h, wpld, datas, wpls); + break; + case 76: + fdilate_1_38(datad, w, h, wpld, datas, wpls); + break; + case 77: + ferode_1_38(datad, w, h, wpld, datas, wpls); + break; + case 78: + fdilate_1_39(datad, w, h, wpld, datas, wpls); + break; + case 79: + ferode_1_39(datad, w, h, wpld, datas, wpls); + break; + case 80: + fdilate_1_40(datad, w, h, wpld, datas, wpls); + break; + case 81: + ferode_1_40(datad, w, h, wpld, datas, wpls); + break; + case 82: + fdilate_1_41(datad, w, h, wpld, datas, wpls); + break; + case 83: + ferode_1_41(datad, w, h, wpld, datas, wpls); + break; + case 84: + fdilate_1_42(datad, w, h, wpld, datas, wpls); + break; + case 85: + ferode_1_42(datad, w, h, wpld, datas, wpls); + break; + case 86: + fdilate_1_43(datad, w, h, wpld, datas, wpls); + break; + case 87: + ferode_1_43(datad, w, h, wpld, datas, wpls); + break; + case 88: + fdilate_1_44(datad, w, h, wpld, datas, wpls); + break; + case 89: + ferode_1_44(datad, w, h, wpld, datas, wpls); + break; + case 90: + fdilate_1_45(datad, w, h, wpld, datas, wpls); + break; + case 91: + ferode_1_45(datad, w, h, wpld, datas, wpls); + break; + case 92: + fdilate_1_46(datad, w, h, wpld, datas, wpls); + break; + case 93: + ferode_1_46(datad, w, h, wpld, datas, wpls); + break; + case 94: + fdilate_1_47(datad, w, h, wpld, datas, wpls); + break; + case 95: + ferode_1_47(datad, w, h, wpld, datas, wpls); + break; + case 96: + fdilate_1_48(datad, w, h, wpld, datas, wpls); + break; + case 97: + ferode_1_48(datad, w, h, wpld, datas, wpls); + break; + case 98: + fdilate_1_49(datad, w, h, wpld, datas, wpls); + break; + case 99: + ferode_1_49(datad, w, h, wpld, datas, wpls); + break; + case 100: + fdilate_1_50(datad, w, h, wpld, datas, wpls); + break; + case 101: + ferode_1_50(datad, w, h, wpld, datas, wpls); + break; + case 102: + fdilate_1_51(datad, w, h, wpld, datas, wpls); + break; + case 103: + ferode_1_51(datad, w, h, wpld, datas, wpls); + break; + case 104: + fdilate_1_52(datad, w, h, wpld, datas, wpls); + break; + case 105: + ferode_1_52(datad, w, h, wpld, datas, wpls); + break; + case 106: + fdilate_1_53(datad, w, h, wpld, datas, wpls); + break; + case 107: + ferode_1_53(datad, w, h, wpld, datas, wpls); + break; + case 108: + fdilate_1_54(datad, w, h, wpld, datas, wpls); + break; + case 109: + ferode_1_54(datad, w, h, wpld, datas, wpls); + break; + case 110: + fdilate_1_55(datad, w, h, wpld, datas, wpls); + break; + case 111: + ferode_1_55(datad, w, h, wpld, datas, wpls); + break; + case 112: + fdilate_1_56(datad, w, h, wpld, datas, wpls); + break; + case 113: + ferode_1_56(datad, w, h, wpld, datas, wpls); + break; + case 114: + fdilate_1_57(datad, w, h, wpld, datas, wpls); + break; + case 115: + ferode_1_57(datad, w, h, wpld, datas, wpls); + break; + } + + return 0; +} + + +/*--------------------------------------------------------------------------* + * Low-level auto-generated static routines * + *--------------------------------------------------------------------------*/ +/* + * N.B. In all the low-level routines, the part of the image + * that is accessed has been clipped by 32 pixels on + * all four sides. This is done in the higher level + * code by redefining w and h smaller and by moving the + * start-of-image pointers up to the beginning of this + * interior rectangle. + */ +static void +fdilate_1_0(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr); + } + } +} + +static void +ferode_1_0(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr); + } + } +} + +static void +fdilate_1_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)); + } + } +} + +static void +ferode_1_1(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)); + } + } +} + +static void +fdilate_1_2(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)); + } + } +} + +static void +ferode_1_2(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)); + } + } +} + +static void +fdilate_1_3(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)); + } + } +} + +static void +ferode_1_3(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)); + } + } +} + +static void +fdilate_1_4(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)); + } + } +} + +static void +ferode_1_4(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)); + } + } +} + +static void +fdilate_1_5(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)); + } + } +} + +static void +ferode_1_5(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)); + } + } +} + +static void +fdilate_1_6(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)); + } + } +} + +static void +ferode_1_6(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)); + } + } +} + +static void +fdilate_1_7(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)); + } + } +} + +static void +ferode_1_7(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)); + } + } +} + +static void +fdilate_1_8(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)); + } + } +} + +static void +ferode_1_8(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)); + } + } +} + +static void +fdilate_1_9(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)); + } + } +} + +static void +ferode_1_9(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)); + } + } +} + +static void +fdilate_1_10(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)); + } + } +} + +static void +ferode_1_10(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)); + } + } +} + +static void +fdilate_1_11(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)); + } + } +} + +static void +ferode_1_11(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)); + } + } +} + +static void +fdilate_1_12(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)); + } + } +} + +static void +ferode_1_12(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)); + } + } +} + +static void +fdilate_1_13(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)); + } + } +} + +static void +ferode_1_13(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)); + } + } +} + +static void +fdilate_1_14(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)); + } + } +} + +static void +ferode_1_14(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)); + } + } +} + +static void +fdilate_1_15(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)); + } + } +} + +static void +ferode_1_15(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)); + } + } +} + +static void +fdilate_1_16(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)); + } + } +} + +static void +ferode_1_16(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)); + } + } +} + +static void +fdilate_1_17(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)); + } + } +} + +static void +ferode_1_17(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)); + } + } +} + +static void +fdilate_1_18(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)); + } + } +} + +static void +ferode_1_18(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)); + } + } +} + +static void +fdilate_1_19(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 17) | (*(sptr + 1) >> 15)) | + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) | + ((*(sptr) >> 17) | (*(sptr - 1) << 15)); + } + } +} + +static void +ferode_1_19(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 17) | (*(sptr - 1) << 15)) & + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) & + ((*(sptr) << 17) | (*(sptr + 1) >> 15)); + } + } +} + +static void +fdilate_1_20(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) | + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) | + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) | + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) | + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) | + ((*(sptr) >> 19) | (*(sptr - 1) << 13)); + } + } +} + +static void +ferode_1_20(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) & + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) & + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) & + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) & + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) & + ((*(sptr) << 19) | (*(sptr + 1) >> 13)); + } + } +} + +static void +fdilate_1_21(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) | + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) | + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) | + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) | + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) | + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) | + ((*(sptr) >> 20) | (*(sptr - 1) << 12)); + } + } +} + +static void +ferode_1_21(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) & + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) & + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) & + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) & + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) & + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) & + ((*(sptr) << 20) | (*(sptr + 1) >> 12)); + } + } +} + +static void +fdilate_1_22(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 22) | (*(sptr + 1) >> 10)) | + ((*(sptr) << 21) | (*(sptr + 1) >> 11)) | + ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) | + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) | + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) | + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) | + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) | + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) | + ((*(sptr) >> 20) | (*(sptr - 1) << 12)) | + ((*(sptr) >> 21) | (*(sptr - 1) << 11)) | + ((*(sptr) >> 22) | (*(sptr - 1) << 10)); + } + } +} + +static void +ferode_1_22(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 22) | (*(sptr - 1) << 10)) & + ((*(sptr) >> 21) | (*(sptr - 1) << 11)) & + ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) & + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) & + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) & + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) & + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) & + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) & + ((*(sptr) << 20) | (*(sptr + 1) >> 12)) & + ((*(sptr) << 21) | (*(sptr + 1) >> 11)) & + ((*(sptr) << 22) | (*(sptr + 1) >> 10)); + } + } +} + +static void +fdilate_1_23(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 25) | (*(sptr + 1) >> 7)) | + ((*(sptr) << 24) | (*(sptr + 1) >> 8)) | + ((*(sptr) << 23) | (*(sptr + 1) >> 9)) | + ((*(sptr) << 22) | (*(sptr + 1) >> 10)) | + ((*(sptr) << 21) | (*(sptr + 1) >> 11)) | + ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) | + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) | + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) | + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) | + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) | + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) | + ((*(sptr) >> 20) | (*(sptr - 1) << 12)) | + ((*(sptr) >> 21) | (*(sptr - 1) << 11)) | + ((*(sptr) >> 22) | (*(sptr - 1) << 10)) | + ((*(sptr) >> 23) | (*(sptr - 1) << 9)) | + ((*(sptr) >> 24) | (*(sptr - 1) << 8)); + } + } +} + +static void +ferode_1_23(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 25) | (*(sptr - 1) << 7)) & + ((*(sptr) >> 24) | (*(sptr - 1) << 8)) & + ((*(sptr) >> 23) | (*(sptr - 1) << 9)) & + ((*(sptr) >> 22) | (*(sptr - 1) << 10)) & + ((*(sptr) >> 21) | (*(sptr - 1) << 11)) & + ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) & + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) & + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) & + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) & + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) & + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) & + ((*(sptr) << 20) | (*(sptr + 1) >> 12)) & + ((*(sptr) << 21) | (*(sptr + 1) >> 11)) & + ((*(sptr) << 22) | (*(sptr + 1) >> 10)) & + ((*(sptr) << 23) | (*(sptr + 1) >> 9)) & + ((*(sptr) << 24) | (*(sptr + 1) >> 8)); + } + } +} + +static void +fdilate_1_24(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 25) | (*(sptr + 1) >> 7)) | + ((*(sptr) << 24) | (*(sptr + 1) >> 8)) | + ((*(sptr) << 23) | (*(sptr + 1) >> 9)) | + ((*(sptr) << 22) | (*(sptr + 1) >> 10)) | + ((*(sptr) << 21) | (*(sptr + 1) >> 11)) | + ((*(sptr) << 20) | (*(sptr + 1) >> 12)) | + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) | + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) | + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) | + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) | + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) | + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) | + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) | + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) | + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) | + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) | + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) | + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) | + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) | + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) | + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) | + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) | + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) | + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) | + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) | + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) | + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) | + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) | + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) | + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) | + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) | + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) | + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) | + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) | + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) | + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) | + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) | + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) | + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) | + ((*(sptr) >> 20) | (*(sptr - 1) << 12)) | + ((*(sptr) >> 21) | (*(sptr - 1) << 11)) | + ((*(sptr) >> 22) | (*(sptr - 1) << 10)) | + ((*(sptr) >> 23) | (*(sptr - 1) << 9)) | + ((*(sptr) >> 24) | (*(sptr - 1) << 8)) | + ((*(sptr) >> 25) | (*(sptr - 1) << 7)); + } + } +} + +static void +ferode_1_24(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 25) | (*(sptr - 1) << 7)) & + ((*(sptr) >> 24) | (*(sptr - 1) << 8)) & + ((*(sptr) >> 23) | (*(sptr - 1) << 9)) & + ((*(sptr) >> 22) | (*(sptr - 1) << 10)) & + ((*(sptr) >> 21) | (*(sptr - 1) << 11)) & + ((*(sptr) >> 20) | (*(sptr - 1) << 12)) & + ((*(sptr) >> 19) | (*(sptr - 1) << 13)) & + ((*(sptr) >> 18) | (*(sptr - 1) << 14)) & + ((*(sptr) >> 17) | (*(sptr - 1) << 15)) & + ((*(sptr) >> 16) | (*(sptr - 1) << 16)) & + ((*(sptr) >> 15) | (*(sptr - 1) << 17)) & + ((*(sptr) >> 14) | (*(sptr - 1) << 18)) & + ((*(sptr) >> 13) | (*(sptr - 1) << 19)) & + ((*(sptr) >> 12) | (*(sptr - 1) << 20)) & + ((*(sptr) >> 11) | (*(sptr - 1) << 21)) & + ((*(sptr) >> 10) | (*(sptr - 1) << 22)) & + ((*(sptr) >> 9) | (*(sptr - 1) << 23)) & + ((*(sptr) >> 8) | (*(sptr - 1) << 24)) & + ((*(sptr) >> 7) | (*(sptr - 1) << 25)) & + ((*(sptr) >> 6) | (*(sptr - 1) << 26)) & + ((*(sptr) >> 5) | (*(sptr - 1) << 27)) & + ((*(sptr) >> 4) | (*(sptr - 1) << 28)) & + ((*(sptr) >> 3) | (*(sptr - 1) << 29)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr) << 3) | (*(sptr + 1) >> 29)) & + ((*(sptr) << 4) | (*(sptr + 1) >> 28)) & + ((*(sptr) << 5) | (*(sptr + 1) >> 27)) & + ((*(sptr) << 6) | (*(sptr + 1) >> 26)) & + ((*(sptr) << 7) | (*(sptr + 1) >> 25)) & + ((*(sptr) << 8) | (*(sptr + 1) >> 24)) & + ((*(sptr) << 9) | (*(sptr + 1) >> 23)) & + ((*(sptr) << 10) | (*(sptr + 1) >> 22)) & + ((*(sptr) << 11) | (*(sptr + 1) >> 21)) & + ((*(sptr) << 12) | (*(sptr + 1) >> 20)) & + ((*(sptr) << 13) | (*(sptr + 1) >> 19)) & + ((*(sptr) << 14) | (*(sptr + 1) >> 18)) & + ((*(sptr) << 15) | (*(sptr + 1) >> 17)) & + ((*(sptr) << 16) | (*(sptr + 1) >> 16)) & + ((*(sptr) << 17) | (*(sptr + 1) >> 15)) & + ((*(sptr) << 18) | (*(sptr + 1) >> 14)) & + ((*(sptr) << 19) | (*(sptr + 1) >> 13)) & + ((*(sptr) << 20) | (*(sptr + 1) >> 12)) & + ((*(sptr) << 21) | (*(sptr + 1) >> 11)) & + ((*(sptr) << 22) | (*(sptr + 1) >> 10)) & + ((*(sptr) << 23) | (*(sptr + 1) >> 9)) & + ((*(sptr) << 24) | (*(sptr + 1) >> 8)) & + ((*(sptr) << 25) | (*(sptr + 1) >> 7)); + } + } +} + +static void +fdilate_1_25(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls)) | + (*sptr); + } + } +} + +static void +ferode_1_25(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls)) & + (*sptr); + } + } +} + +static void +fdilate_1_26(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)); + } + } +} + +static void +ferode_1_26(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)); + } + } +} + +static void +fdilate_1_27(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)); + } + } +} + +static void +ferode_1_27(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)); + } + } +} + +static void +fdilate_1_28(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)); + } + } +} + +static void +ferode_1_28(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)); + } + } +} + +static void +fdilate_1_29(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)); + } + } +} + +static void +ferode_1_29(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)); + } + } +} + +static void +fdilate_1_30(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)); + } + } +} + +static void +ferode_1_30(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)); + } + } +} + +static void +fdilate_1_31(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)); + } + } +} + +static void +ferode_1_31(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)); + } + } +} + +static void +fdilate_1_32(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)); + } + } +} + +static void +ferode_1_32(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)); + } + } +} + +static void +fdilate_1_33(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)); + } + } +} + +static void +ferode_1_33(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)); + } + } +} + +static void +fdilate_1_34(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)); + } + } +} + +static void +ferode_1_34(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)); + } + } +} + +static void +fdilate_1_35(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)); + } + } +} + +static void +ferode_1_35(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)); + } + } +} + +static void +fdilate_1_36(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)); + } + } +} + +static void +ferode_1_36(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)); + } + } +} + +static void +fdilate_1_37(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)); + } + } +} + +static void +ferode_1_37(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)); + } + } +} + +static void +fdilate_1_38(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)); + } + } +} + +static void +ferode_1_38(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)); + } + } +} + +static void +fdilate_1_39(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)); + } + } +} + +static void +ferode_1_39(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)); + } + } +} + +static void +fdilate_1_40(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)); + } + } +} + +static void +ferode_1_40(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)); + } + } +} + +static void +fdilate_1_41(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)); + } + } +} + +static void +ferode_1_41(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)); + } + } +} + +static void +fdilate_1_42(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)); + } + } +} + +static void +ferode_1_42(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)); + } + } +} + +static void +fdilate_1_43(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)) | + (*(sptr - wpls15)); + } + } +} + +static void +ferode_1_43(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)) & + (*(sptr + wpls15)); + } + } +} + +static void +fdilate_1_44(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls17)) | + (*(sptr + wpls16)) | + (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)) | + (*(sptr - wpls15)) | + (*(sptr - wpls16)) | + (*(sptr - wpls17)); + } + } +} + +static void +ferode_1_44(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls17)) & + (*(sptr - wpls16)) & + (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)) & + (*(sptr + wpls15)) & + (*(sptr + wpls16)) & + (*(sptr + wpls17)); + } + } +} + +static void +fdilate_1_45(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls20)) | + (*(sptr + wpls19)) | + (*(sptr + wpls18)) | + (*(sptr + wpls17)) | + (*(sptr + wpls16)) | + (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)) | + (*(sptr - wpls15)) | + (*(sptr - wpls16)) | + (*(sptr - wpls17)) | + (*(sptr - wpls18)) | + (*(sptr - wpls19)); + } + } +} + +static void +ferode_1_45(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls20)) & + (*(sptr - wpls19)) & + (*(sptr - wpls18)) & + (*(sptr - wpls17)) & + (*(sptr - wpls16)) & + (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)) & + (*(sptr + wpls15)) & + (*(sptr + wpls16)) & + (*(sptr + wpls17)) & + (*(sptr + wpls18)) & + (*(sptr + wpls19)); + } + } +} + +static void +fdilate_1_46(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls20)) | + (*(sptr + wpls19)) | + (*(sptr + wpls18)) | + (*(sptr + wpls17)) | + (*(sptr + wpls16)) | + (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)) | + (*(sptr - wpls15)) | + (*(sptr - wpls16)) | + (*(sptr - wpls17)) | + (*(sptr - wpls18)) | + (*(sptr - wpls19)) | + (*(sptr - wpls20)); + } + } +} + +static void +ferode_1_46(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls20)) & + (*(sptr - wpls19)) & + (*(sptr - wpls18)) & + (*(sptr - wpls17)) & + (*(sptr - wpls16)) & + (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)) & + (*(sptr + wpls15)) & + (*(sptr + wpls16)) & + (*(sptr + wpls17)) & + (*(sptr + wpls18)) & + (*(sptr + wpls19)) & + (*(sptr + wpls20)); + } + } +} + +static void +fdilate_1_47(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; +l_int32 wpls21, wpls22; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + wpls21 = 21 * wpls; + wpls22 = 22 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls22)) | + (*(sptr + wpls21)) | + (*(sptr + wpls20)) | + (*(sptr + wpls19)) | + (*(sptr + wpls18)) | + (*(sptr + wpls17)) | + (*(sptr + wpls16)) | + (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)) | + (*(sptr - wpls15)) | + (*(sptr - wpls16)) | + (*(sptr - wpls17)) | + (*(sptr - wpls18)) | + (*(sptr - wpls19)) | + (*(sptr - wpls20)) | + (*(sptr - wpls21)) | + (*(sptr - wpls22)); + } + } +} + +static void +ferode_1_47(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; +l_int32 wpls21, wpls22; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + wpls21 = 21 * wpls; + wpls22 = 22 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls22)) & + (*(sptr - wpls21)) & + (*(sptr - wpls20)) & + (*(sptr - wpls19)) & + (*(sptr - wpls18)) & + (*(sptr - wpls17)) & + (*(sptr - wpls16)) & + (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)) & + (*(sptr + wpls15)) & + (*(sptr + wpls16)) & + (*(sptr + wpls17)) & + (*(sptr + wpls18)) & + (*(sptr + wpls19)) & + (*(sptr + wpls20)) & + (*(sptr + wpls21)) & + (*(sptr + wpls22)); + } + } +} + +static void +fdilate_1_48(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; +l_int32 wpls21, wpls22, wpls23, wpls24; +l_int32 wpls25; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + wpls21 = 21 * wpls; + wpls22 = 22 * wpls; + wpls23 = 23 * wpls; + wpls24 = 24 * wpls; + wpls25 = 25 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls25)) | + (*(sptr + wpls24)) | + (*(sptr + wpls23)) | + (*(sptr + wpls22)) | + (*(sptr + wpls21)) | + (*(sptr + wpls20)) | + (*(sptr + wpls19)) | + (*(sptr + wpls18)) | + (*(sptr + wpls17)) | + (*(sptr + wpls16)) | + (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)) | + (*(sptr - wpls15)) | + (*(sptr - wpls16)) | + (*(sptr - wpls17)) | + (*(sptr - wpls18)) | + (*(sptr - wpls19)) | + (*(sptr - wpls20)) | + (*(sptr - wpls21)) | + (*(sptr - wpls22)) | + (*(sptr - wpls23)) | + (*(sptr - wpls24)); + } + } +} + +static void +ferode_1_48(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; +l_int32 wpls21, wpls22, wpls23, wpls24; +l_int32 wpls25; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + wpls21 = 21 * wpls; + wpls22 = 22 * wpls; + wpls23 = 23 * wpls; + wpls24 = 24 * wpls; + wpls25 = 25 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls25)) & + (*(sptr - wpls24)) & + (*(sptr - wpls23)) & + (*(sptr - wpls22)) & + (*(sptr - wpls21)) & + (*(sptr - wpls20)) & + (*(sptr - wpls19)) & + (*(sptr - wpls18)) & + (*(sptr - wpls17)) & + (*(sptr - wpls16)) & + (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)) & + (*(sptr + wpls15)) & + (*(sptr + wpls16)) & + (*(sptr + wpls17)) & + (*(sptr + wpls18)) & + (*(sptr + wpls19)) & + (*(sptr + wpls20)) & + (*(sptr + wpls21)) & + (*(sptr + wpls22)) & + (*(sptr + wpls23)) & + (*(sptr + wpls24)); + } + } +} + +static void +fdilate_1_49(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; +l_int32 wpls21, wpls22, wpls23, wpls24; +l_int32 wpls25; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + wpls21 = 21 * wpls; + wpls22 = 22 * wpls; + wpls23 = 23 * wpls; + wpls24 = 24 * wpls; + wpls25 = 25 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr + wpls25)) | + (*(sptr + wpls24)) | + (*(sptr + wpls23)) | + (*(sptr + wpls22)) | + (*(sptr + wpls21)) | + (*(sptr + wpls20)) | + (*(sptr + wpls19)) | + (*(sptr + wpls18)) | + (*(sptr + wpls17)) | + (*(sptr + wpls16)) | + (*(sptr + wpls15)) | + (*(sptr + wpls14)) | + (*(sptr + wpls13)) | + (*(sptr + wpls12)) | + (*(sptr + wpls11)) | + (*(sptr + wpls10)) | + (*(sptr + wpls9)) | + (*(sptr + wpls8)) | + (*(sptr + wpls7)) | + (*(sptr + wpls6)) | + (*(sptr + wpls5)) | + (*(sptr + wpls4)) | + (*(sptr + wpls3)) | + (*(sptr + wpls2)) | + (*(sptr + wpls)) | + (*sptr) | + (*(sptr - wpls)) | + (*(sptr - wpls2)) | + (*(sptr - wpls3)) | + (*(sptr - wpls4)) | + (*(sptr - wpls5)) | + (*(sptr - wpls6)) | + (*(sptr - wpls7)) | + (*(sptr - wpls8)) | + (*(sptr - wpls9)) | + (*(sptr - wpls10)) | + (*(sptr - wpls11)) | + (*(sptr - wpls12)) | + (*(sptr - wpls13)) | + (*(sptr - wpls14)) | + (*(sptr - wpls15)) | + (*(sptr - wpls16)) | + (*(sptr - wpls17)) | + (*(sptr - wpls18)) | + (*(sptr - wpls19)) | + (*(sptr - wpls20)) | + (*(sptr - wpls21)) | + (*(sptr - wpls22)) | + (*(sptr - wpls23)) | + (*(sptr - wpls24)) | + (*(sptr - wpls25)); + } + } +} + +static void +ferode_1_49(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2, wpls3, wpls4; +l_int32 wpls5, wpls6, wpls7, wpls8; +l_int32 wpls9, wpls10, wpls11, wpls12; +l_int32 wpls13, wpls14, wpls15, wpls16; +l_int32 wpls17, wpls18, wpls19, wpls20; +l_int32 wpls21, wpls22, wpls23, wpls24; +l_int32 wpls25; + + wpls2 = 2 * wpls; + wpls3 = 3 * wpls; + wpls4 = 4 * wpls; + wpls5 = 5 * wpls; + wpls6 = 6 * wpls; + wpls7 = 7 * wpls; + wpls8 = 8 * wpls; + wpls9 = 9 * wpls; + wpls10 = 10 * wpls; + wpls11 = 11 * wpls; + wpls12 = 12 * wpls; + wpls13 = 13 * wpls; + wpls14 = 14 * wpls; + wpls15 = 15 * wpls; + wpls16 = 16 * wpls; + wpls17 = 17 * wpls; + wpls18 = 18 * wpls; + wpls19 = 19 * wpls; + wpls20 = 20 * wpls; + wpls21 = 21 * wpls; + wpls22 = 22 * wpls; + wpls23 = 23 * wpls; + wpls24 = 24 * wpls; + wpls25 = 25 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*(sptr - wpls25)) & + (*(sptr - wpls24)) & + (*(sptr - wpls23)) & + (*(sptr - wpls22)) & + (*(sptr - wpls21)) & + (*(sptr - wpls20)) & + (*(sptr - wpls19)) & + (*(sptr - wpls18)) & + (*(sptr - wpls17)) & + (*(sptr - wpls16)) & + (*(sptr - wpls15)) & + (*(sptr - wpls14)) & + (*(sptr - wpls13)) & + (*(sptr - wpls12)) & + (*(sptr - wpls11)) & + (*(sptr - wpls10)) & + (*(sptr - wpls9)) & + (*(sptr - wpls8)) & + (*(sptr - wpls7)) & + (*(sptr - wpls6)) & + (*(sptr - wpls5)) & + (*(sptr - wpls4)) & + (*(sptr - wpls3)) & + (*(sptr - wpls2)) & + (*(sptr - wpls)) & + (*sptr) & + (*(sptr + wpls)) & + (*(sptr + wpls2)) & + (*(sptr + wpls3)) & + (*(sptr + wpls4)) & + (*(sptr + wpls5)) & + (*(sptr + wpls6)) & + (*(sptr + wpls7)) & + (*(sptr + wpls8)) & + (*(sptr + wpls9)) & + (*(sptr + wpls10)) & + (*(sptr + wpls11)) & + (*(sptr + wpls12)) & + (*(sptr + wpls13)) & + (*(sptr + wpls14)) & + (*(sptr + wpls15)) & + (*(sptr + wpls16)) & + (*(sptr + wpls17)) & + (*(sptr + wpls18)) & + (*(sptr + wpls19)) & + (*(sptr + wpls20)) & + (*(sptr + wpls21)) & + (*(sptr + wpls22)) & + (*(sptr + wpls23)) & + (*(sptr + wpls24)) & + (*(sptr + wpls25)); + } + } +} + +static void +fdilate_1_50(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) | + (*(sptr + wpls)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr); + } + } +} + +static void +ferode_1_50(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) & + (*(sptr - wpls)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr); + } + } +} + +static void +fdilate_1_51(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) | + (*(sptr + wpls)) | + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) | + (*(sptr - wpls)) | + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)); + } + } +} + +static void +ferode_1_51(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) & + (*(sptr - wpls)) & + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) & + (*(sptr + wpls)) & + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)); + } + } +} + +static void +fdilate_1_52(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr + wpls2) << 2) | (*(sptr + wpls2 + 1) >> 30)) | + ((*(sptr + wpls2) << 1) | (*(sptr + wpls2 + 1) >> 31)) | + (*(sptr + wpls2)) | + ((*(sptr + wpls2) >> 1) | (*(sptr + wpls2 - 1) << 31)) | + ((*(sptr + wpls) << 2) | (*(sptr + wpls + 1) >> 30)) | + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) | + (*(sptr + wpls)) | + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr - wpls) << 2) | (*(sptr - wpls + 1) >> 30)) | + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) | + (*(sptr - wpls)) | + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)); + } + } +} + +static void +ferode_1_52(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls2) >> 2) | (*(sptr - wpls2 - 1) << 30)) & + ((*(sptr - wpls2) >> 1) | (*(sptr - wpls2 - 1) << 31)) & + (*(sptr - wpls2)) & + ((*(sptr - wpls2) << 1) | (*(sptr - wpls2 + 1) >> 31)) & + ((*(sptr - wpls) >> 2) | (*(sptr - wpls - 1) << 30)) & + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) & + (*(sptr - wpls)) & + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr + wpls) >> 2) | (*(sptr + wpls - 1) << 30)) & + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) & + (*(sptr + wpls)) & + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)); + } + } +} + +static void +fdilate_1_53(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr + wpls2) << 2) | (*(sptr + wpls2 + 1) >> 30)) | + ((*(sptr + wpls2) << 1) | (*(sptr + wpls2 + 1) >> 31)) | + (*(sptr + wpls2)) | + ((*(sptr + wpls2) >> 1) | (*(sptr + wpls2 - 1) << 31)) | + ((*(sptr + wpls2) >> 2) | (*(sptr + wpls2 - 1) << 30)) | + ((*(sptr + wpls) << 2) | (*(sptr + wpls + 1) >> 30)) | + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) | + (*(sptr + wpls)) | + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) | + ((*(sptr + wpls) >> 2) | (*(sptr + wpls - 1) << 30)) | + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) | + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) | + (*sptr) | + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) | + ((*(sptr - wpls) << 2) | (*(sptr - wpls + 1) >> 30)) | + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) | + (*(sptr - wpls)) | + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) | + ((*(sptr - wpls) >> 2) | (*(sptr - wpls - 1) << 30)) | + ((*(sptr - wpls2) << 2) | (*(sptr - wpls2 + 1) >> 30)) | + ((*(sptr - wpls2) << 1) | (*(sptr - wpls2 + 1) >> 31)) | + (*(sptr - wpls2)) | + ((*(sptr - wpls2) >> 1) | (*(sptr - wpls2 - 1) << 31)) | + ((*(sptr - wpls2) >> 2) | (*(sptr - wpls2 - 1) << 30)); + } + } +} + +static void +ferode_1_53(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls2) >> 2) | (*(sptr - wpls2 - 1) << 30)) & + ((*(sptr - wpls2) >> 1) | (*(sptr - wpls2 - 1) << 31)) & + (*(sptr - wpls2)) & + ((*(sptr - wpls2) << 1) | (*(sptr - wpls2 + 1) >> 31)) & + ((*(sptr - wpls2) << 2) | (*(sptr - wpls2 + 1) >> 30)) & + ((*(sptr - wpls) >> 2) | (*(sptr - wpls - 1) << 30)) & + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) & + (*(sptr - wpls)) & + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) & + ((*(sptr - wpls) << 2) | (*(sptr - wpls + 1) >> 30)) & + ((*(sptr) >> 2) | (*(sptr - 1) << 30)) & + ((*(sptr) >> 1) | (*(sptr - 1) << 31)) & + (*sptr) & + ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + ((*(sptr) << 2) | (*(sptr + 1) >> 30)) & + ((*(sptr + wpls) >> 2) | (*(sptr + wpls - 1) << 30)) & + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) & + (*(sptr + wpls)) & + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) & + ((*(sptr + wpls) << 2) | (*(sptr + wpls + 1) >> 30)) & + ((*(sptr + wpls2) >> 2) | (*(sptr + wpls2 - 1) << 30)) & + ((*(sptr + wpls2) >> 1) | (*(sptr + wpls2 - 1) << 31)) & + (*(sptr + wpls2)) & + ((*(sptr + wpls2) << 1) | (*(sptr + wpls2 + 1) >> 31)) & + ((*(sptr + wpls2) << 2) | (*(sptr + wpls2 + 1) >> 30)); + } + } +} + +static void +fdilate_1_54(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) >> 1) | (*(sptr - 1) << 31)) | + (*(sptr - wpls)); + } + } +} + +static void +ferode_1_54(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr) << 1) | (*(sptr + 1) >> 31)) & + (*(sptr + wpls)); + } + } +} + +static void +fdilate_1_55(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr) | + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)); + } + } +} + +static void +ferode_1_55(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; + + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = (*sptr) & + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)); + } + } +} + +static void +fdilate_1_56(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr + wpls2) >> 2) | (*(sptr + wpls2 - 1) << 30)) | + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) | + (*sptr) | + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) | + ((*(sptr - wpls2) << 2) | (*(sptr - wpls2 + 1) >> 30)); + } + } +} + +static void +ferode_1_56(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls2) << 2) | (*(sptr - wpls2 + 1) >> 30)) & + ((*(sptr - wpls) << 1) | (*(sptr - wpls + 1) >> 31)) & + (*sptr) & + ((*(sptr + wpls) >> 1) | (*(sptr + wpls - 1) << 31)) & + ((*(sptr + wpls2) >> 2) | (*(sptr + wpls2 - 1) << 30)); + } + } +} + +static void +fdilate_1_57(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr + wpls2) << 2) | (*(sptr + wpls2 + 1) >> 30)) | + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) | + (*sptr) | + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) | + ((*(sptr - wpls2) >> 2) | (*(sptr - wpls2 - 1) << 30)); + } + } +} + +static void +ferode_1_57(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls) +{ +l_int32 i; +l_int32 j, pwpls; +l_uint32 *sptr, *dptr; +l_int32 wpls2; + + wpls2 = 2 * wpls; + pwpls = (l_uint32)(w + 31) / 32; /* proper wpl of src */ + + for (i = 0; i < h; i++) { + sptr = datas + i * wpls; + dptr = datad + i * wpld; + for (j = 0; j < pwpls; j++, sptr++, dptr++) { + *dptr = ((*(sptr - wpls2) >> 2) | (*(sptr - wpls2 - 1) << 30)) & + ((*(sptr - wpls) >> 1) | (*(sptr - wpls - 1) << 31)) & + (*sptr) & + ((*(sptr + wpls) << 1) | (*(sptr + wpls + 1) >> 31)) & + ((*(sptr + wpls2) << 2) | (*(sptr + wpls2 + 1) >> 30)); + } + } +} + diff --git a/3rdparty/hgOCR/leptonica/fpix1.c b/3rdparty/hgOCR/leptonica/fpix1.c new file mode 100644 index 00000000..5c24f5e9 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fpix1.c @@ -0,0 +1,2339 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file fpix1.c + * 
+ *
+ *    ---------------------------------------------------
+ *    This file has these FPix, FPixa and DPix utilities:
+ *         - creation and destruction
+ *         - accessors
+ *         - serialization and deserialization
+ *    ---------------------------------------------------
+ *
+ *    FPix Create/copy/destroy
+ *          FPIX          *fpixCreate()
+ *          FPIX          *fpixCreateTemplate()
+ *          FPIX          *fpixClone()
+ *          FPIX          *fpixCopy()
+ *          l_int32        fpixResizeImageData()
+ *          void           fpixDestroy()
+ *
+ *    FPix accessors
+ *          l_int32        fpixGetDimensions()
+ *          l_int32        fpixSetDimensions()
+ *          l_int32        fpixGetWpl()
+ *          l_int32        fpixSetWpl()
+ *          l_int32        fpixGetRefcount()
+ *          l_int32        fpixChangeRefcount()
+ *          l_int32        fpixGetResolution()
+ *          l_int32        fpixSetResolution()
+ *          l_int32        fpixCopyResolution()
+ *          l_float32     *fpixGetData()
+ *          l_int32        fpixSetData()
+ *          l_int32        fpixGetPixel()
+ *          l_int32        fpixSetPixel()
+ *
+ *    FPixa Create/copy/destroy
+ *          FPIXA         *fpixaCreate()
+ *          FPIXA         *fpixaCopy()
+ *          void           fpixaDestroy()
+ *
+ *    FPixa addition
+ *          l_int32        fpixaAddFPix()
+ *          static l_int32 fpixaExtendArray()
+ *          static l_int32 fpixaExtendArrayToSize()
+ *
+ *    FPixa accessors
+ *          l_int32        fpixaGetCount()
+ *          l_int32        fpixaChangeRefcount()
+ *          FPIX          *fpixaGetFPix()
+ *          l_int32        fpixaGetFPixDimensions()
+ *          l_float32     *fpixaGetData()
+ *          l_int32        fpixaGetPixel()
+ *          l_int32        fpixaSetPixel()
+ *
+ *    DPix Create/copy/destroy
+ *          DPIX          *dpixCreate()
+ *          DPIX          *dpixCreateTemplate()
+ *          DPIX          *dpixClone()
+ *          DPIX          *dpixCopy()
+ *          l_int32        dpixResizeImageData()
+ *          void           dpixDestroy()
+ *
+ *    DPix accessors
+ *          l_int32        dpixGetDimensions()
+ *          l_int32        dpixSetDimensions()
+ *          l_int32        dpixGetWpl()
+ *          l_int32        dpixSetWpl()
+ *          l_int32        dpixGetRefcount()
+ *          l_int32        dpixChangeRefcount()
+ *          l_int32        dpixGetResolution()
+ *          l_int32        dpixSetResolution()
+ *          l_int32        dpixCopyResolution()
+ *          l_float64     *dpixGetData()
+ *          l_int32        dpixSetData()
+ *          l_int32        dpixGetPixel()
+ *          l_int32        dpixSetPixel()
+ *
+ *    FPix serialized I/O
+ *          FPIX          *fpixRead()
+ *          FPIX          *fpixReadStream()
+ *          FPIX          *fpixReadMem()
+ *          l_int32        fpixWrite()
+ *          l_int32        fpixWriteStream()
+ *          l_int32        fpixWriteMem()
+ *          FPIX          *fpixEndianByteSwap()
+ *
+ *    DPix serialized I/O
+ *          DPIX          *dpixRead()
+ *          DPIX          *dpixReadStream()
+ *          DPIX          *dpixReadMem()
+ *          l_int32        dpixWrite()
+ *          l_int32        dpixWriteStream()
+ *          l_int32        dpixWriteMem()
+ *          DPIX          *dpixEndianByteSwap()
+ *
+ *    Print FPix (subsampled, for debugging)
+ *          l_int32        fpixPrintStream()
+ *
+ */ + +#include +#include "allheaders.h" + + /* Bounds on initial array size */ +static const l_uint32 MaxPtrArraySize = 100000; +static const l_int32 InitialPtrArraySize = 20; /*!< n'importe quoi */ + + /* Static functions */ +static l_int32 fpixaExtendArray(FPIXA *fpixa); +static l_int32 fpixaExtendArrayToSize(FPIXA *fpixa, l_int32 size); + + +/*--------------------------------------------------------------------* + * FPix Create/copy/destroy * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixCreate() + * + * \param[in] width, height + * \return fpixd with data allocated and initialized to 0, or NULL on error + * + * 
+ * Notes:
+ *      (1) Makes a FPix of specified size, with the data array
+ *          allocated and initialized to 0.
+ *      (2) The number of pixels must be less than 2^29.
+ *
+ */ +FPIX * +fpixCreate(l_int32 width, + l_int32 height) +{ +l_float32 *data; +l_uint64 npix64; +FPIX *fpixd; + + PROCNAME("fpixCreate"); + + if (width <= 0) + return (FPIX *)ERROR_PTR("width must be > 0", procName, NULL); + if (height <= 0) + return (FPIX *)ERROR_PTR("height must be > 0", procName, NULL); + + /* Avoid overflow in malloc arg, malicious or otherwise */ + npix64 = (l_uint64)width * (l_uint64)height; /* # of 4-byte pixels */ + if (npix64 >= (1LL << 29)) { + L_ERROR("requested w = %d, h = %d\n", procName, width, height); + return (FPIX *)ERROR_PTR("requested bytes >= 2^31", procName, NULL); + } + + fpixd = (FPIX *)LEPT_CALLOC(1, sizeof(FPIX)); + fpixSetDimensions(fpixd, width, height); + fpixSetWpl(fpixd, width); /* 4-byte words */ + fpixd->refcount = 1; + + data = (l_float32 *)LEPT_CALLOC((size_t)width * height, sizeof(l_float32)); + if (!data) { + fpixDestroy(&fpixd); + return (FPIX *)ERROR_PTR("calloc fail for data", procName, NULL); + } + fpixSetData(fpixd, data); + return fpixd; +} + + +/*! + * \brief fpixCreateTemplate() + * + * \param[in] fpixs + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Makes a FPix of the same size as the input FPix, with the
+ *          data array allocated and initialized to 0.
+ *      (2) Copies the resolution.
+ *
+ */ +FPIX * +fpixCreateTemplate(FPIX *fpixs) +{ +l_int32 w, h; +FPIX *fpixd; + + PROCNAME("fpixCreateTemplate"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + fpixGetDimensions(fpixs, &w, &h); + if ((fpixd = fpixCreate(w, h)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + fpixCopyResolution(fpixd, fpixs); + return fpixd; +} + + +/*! + * \brief fpixClone() + * + * \param[in] fpix + * \return same fpix ptr, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixClone() for definition and usage.
+ *
+ */ +FPIX * +fpixClone(FPIX *fpix) +{ + PROCNAME("fpixClone"); + + if (!fpix) + return (FPIX *)ERROR_PTR("fpix not defined", procName, NULL); + fpixChangeRefcount(fpix, 1); + + return fpix; +} + + +/*! + * \brief fpixCopy() + * + * \param[in] fpixd [optional] can be null, or equal to fpixs, + * or different from fpixs + * \param[in] fpixs + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) There are three cases:
+ *            (a) fpixd == null  (makes a new fpix; refcount = 1)
+ *            (b) fpixd == fpixs  (no-op)
+ *            (c) fpixd != fpixs  (data copy; no change in refcount)
+ *          If the refcount of fpixd > 1, case (c) will side-effect
+ *          these handles.
+ *      (2) The general pattern of use is:
+ *             fpixd = fpixCopy(fpixd, fpixs);
+ *          This will work for all three cases.
+ *          For clarity when the case is known, you can use:
+ *            (a) fpixd = fpixCopy(NULL, fpixs);
+ *            (c) fpixCopy(fpixd, fpixs);
+ *      (3) For case (c), we check if fpixs and fpixd are the same size.
+ *          If so, the data is copied directly.
+ *          Otherwise, the data is reallocated to the correct size
+ *          and the copy proceeds.  The refcount of fpixd is unchanged.
+ *      (4) This operation, like all others that may involve a pre-existing
+ *          fpixd, will side-effect any existing clones of fpixd.
+ *
+ */ +FPIX * +fpixCopy(FPIX *fpixd, /* can be null */ + FPIX *fpixs) +{ +l_int32 w, h, bytes; +l_float32 *datas, *datad; + + PROCNAME("fpixCopy"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (fpixs == fpixd) + return fpixd; + + /* Total bytes in image data */ + fpixGetDimensions(fpixs, &w, &h); + bytes = 4 * w * h; + + /* If we're making a new fpix ... */ + if (!fpixd) { + if ((fpixd = fpixCreateTemplate(fpixs)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + datas = fpixGetData(fpixs); + datad = fpixGetData(fpixd); + memcpy(datad, datas, bytes); + return fpixd; + } + + /* Reallocate image data if sizes are different */ + fpixResizeImageData(fpixd, fpixs); + + /* Copy data */ + fpixCopyResolution(fpixd, fpixs); + datas = fpixGetData(fpixs); + datad = fpixGetData(fpixd); + memcpy(datad, datas, bytes); + return fpixd; +} + + +/*! + * \brief fpixResizeImageData() + * + * \param[in] fpixd, fpixs + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If the data sizes differ, this destroys the existing
+ *          data in fpixd and allocates a new, uninitialized, data array
+ *          of the same size as the data in fpixs.  Otherwise, this
+ *          doesn't do anything.
+ *
+ */ +l_ok +fpixResizeImageData(FPIX *fpixd, + FPIX *fpixs) +{ +l_int32 ws, hs, wd, hd, bytes; +l_float32 *data; + + PROCNAME("fpixResizeImageData"); + + if (!fpixs) + return ERROR_INT("fpixs not defined", procName, 1); + if (!fpixd) + return ERROR_INT("fpixd not defined", procName, 1); + + fpixGetDimensions(fpixs, &ws, &hs); + fpixGetDimensions(fpixd, &wd, &hd); + if (ws == wd && hs == hd) /* nothing to do */ + return 0; + + fpixSetDimensions(fpixd, ws, hs); + fpixSetWpl(fpixd, ws); + bytes = 4 * ws * hs; + data = fpixGetData(fpixd); + if (data) LEPT_FREE(data); + if ((data = (l_float32 *)LEPT_MALLOC(bytes)) == NULL) + return ERROR_INT("LEPT_MALLOC fail for data", procName, 1); + fpixSetData(fpixd, data); + return 0; +} + + +/*! + * \brief fpixDestroy() + * + * \param[in,out] pfpix will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the fpix.
+ *      (2) Always nulls the input ptr.
+ *
+ */ +void +fpixDestroy(FPIX **pfpix) +{ +l_float32 *data; +FPIX *fpix; + + PROCNAME("fpixDestroy"); + + if (!pfpix) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((fpix = *pfpix) == NULL) + return; + + /* Decrement the ref count. If it is 0, destroy the fpix. */ + fpixChangeRefcount(fpix, -1); + if (fpixGetRefcount(fpix) <= 0) { + if ((data = fpixGetData(fpix)) != NULL) + LEPT_FREE(data); + LEPT_FREE(fpix); + } + + *pfpix = NULL; + return; +} + + +/*--------------------------------------------------------------------* + * FPix Accessors * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixGetDimensions() + * + * \param[in] fpix + * \param[out] pw, ph [optional] each can be null + * \return 0 if OK, 1 on error + */ +l_ok +fpixGetDimensions(FPIX *fpix, + l_int32 *pw, + l_int32 *ph) +{ + PROCNAME("fpixGetDimensions"); + + if (!pw && !ph) + return ERROR_INT("no return val requested", procName, 1); + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + if (pw) *pw = fpix->w; + if (ph) *ph = fpix->h; + return 0; +} + + +/*! + * \brief fpixSetDimensions() + * + * \param[in] fpix + * \param[in] w, h + * \return 0 if OK, 1 on error + */ +l_ok +fpixSetDimensions(FPIX *fpix, + l_int32 w, + l_int32 h) +{ + PROCNAME("fpixSetDimensions"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + fpix->w = w; + fpix->h = h; + return 0; +} + + +/*! + * \brief fpixGetWpl() + * + * \param[in] fpix + * \return wpl, or UNDEF on error + */ +l_int32 +fpixGetWpl(FPIX *fpix) +{ + PROCNAME("fpixGetWpl"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, UNDEF); + return fpix->wpl; +} + + +/*! + * \brief fpixSetWpl() + * + * \param[in] fpix + * \param[in] wpl + * \return 0 if OK, 1 on error + */ +l_ok +fpixSetWpl(FPIX *fpix, + l_int32 wpl) +{ + PROCNAME("fpixSetWpl"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + fpix->wpl = wpl; + return 0; +} + + +/*! + * \brief fpixGetRefcount() + * + * \param[in] fpix + * \return refcount, or UNDEF on error + */ +l_int32 +fpixGetRefcount(FPIX *fpix) +{ + PROCNAME("fpixGetRefcount"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, UNDEF); + return fpix->refcount; +} + + +/*! + * \brief fpixChangeRefcount() + * + * \param[in] fpix + * \param[in] delta + * \return 0 if OK, 1 on error + */ +l_ok +fpixChangeRefcount(FPIX *fpix, + l_int32 delta) +{ + PROCNAME("fpixChangeRefcount"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + fpix->refcount += delta; + return 0; +} + + +/*! + * \brief fpixGetResolution() + * + * \param[in] fpix + * \param[out] pxres, pyres [optional] x and y resolution + * \return 0 if OK, 1 on error + */ +l_ok +fpixGetResolution(FPIX *fpix, + l_int32 *pxres, + l_int32 *pyres) +{ + PROCNAME("fpixGetResolution"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + if (pxres) *pxres = fpix->xres; + if (pyres) *pyres = fpix->yres; + return 0; +} + + +/*! + * \brief fpixSetResolution() + * + * \param[in] fpix + * \param[in] xres, yres x and y resolution + * \return 0 if OK, 1 on error + */ +l_ok +fpixSetResolution(FPIX *fpix, + l_int32 xres, + l_int32 yres) +{ + PROCNAME("fpixSetResolution"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + fpix->xres = xres; + fpix->yres = yres; + return 0; +} + + +/*! + * \brief fpixCopyResolution() + * + * \param[in] fpixd, fpixs + * \return 0 if OK, 1 on error + */ +l_ok +fpixCopyResolution(FPIX *fpixd, + FPIX *fpixs) +{ +l_int32 xres, yres; + PROCNAME("fpixCopyResolution"); + + if (!fpixs || !fpixd) + return ERROR_INT("fpixs and fpixd not both defined", procName, 1); + + fpixGetResolution(fpixs, &xres, &yres); + fpixSetResolution(fpixd, xres, yres); + return 0; +} + + +/*! + * \brief fpixGetData() + * + * \param[in] fpix + * \return ptr to fpix data, or NULL on error + */ +l_float32 * +fpixGetData(FPIX *fpix) +{ + PROCNAME("fpixGetData"); + + if (!fpix) + return (l_float32 *)ERROR_PTR("fpix not defined", procName, NULL); + return fpix->data; +} + + +/*! + * \brief fpixSetData() + * + * \param[in] fpix + * \param[in] data + * \return 0 if OK, 1 on error + */ +l_ok +fpixSetData(FPIX *fpix, + l_float32 *data) +{ + PROCNAME("fpixSetData"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + fpix->data = data; + return 0; +} + + +/*! + * \brief fpixGetPixel() + * + * \param[in] fpix + * \param[in] x,y pixel coords + * \param[out] pval pixel value + * \return 0 if OK; 1 or 2 on error + * + * Notes: + * (1) If the point is outside the image, this returns an error (2), + * with 0.0 in %pval. To avoid spamming output, it fails silently. + */ +l_ok +fpixGetPixel(FPIX *fpix, + l_int32 x, + l_int32 y, + l_float32 *pval) +{ +l_int32 w, h; + + PROCNAME("fpixGetPixel"); + + if (!pval) + return ERROR_INT("pval not defined", procName, 1); + *pval = 0.0; + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + fpixGetDimensions(fpix, &w, &h); + if (x < 0 || x >= w || y < 0 || y >= h) + return 2; + + *pval = *(fpix->data + y * w + x); + return 0; +} + + +/*! + * \brief fpixSetPixel() + * + * \param[in] fpix + * \param[in] x,y pixel coords + * \param[in] val pixel value + * \return 0 if OK; 1 or 2 on error + * + * Notes: + * (1) If the point is outside the image, this returns an error (2), + * with 0.0 in %pval. To avoid spamming output, it fails silently. + */ +l_ok +fpixSetPixel(FPIX *fpix, + l_int32 x, + l_int32 y, + l_float32 val) +{ +l_int32 w, h; + + PROCNAME("fpixSetPixel"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + fpixGetDimensions(fpix, &w, &h); + if (x < 0 || x >= w || y < 0 || y >= h) + return 2; + + *(fpix->data + y * w + x) = val; + return 0; +} + + +/*--------------------------------------------------------------------* + * FPixa Create/copy/destroy * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixaCreate() + * + * \param[in] n initial number of ptrs + * \return fpixa, or NULL on error + */ +FPIXA * +fpixaCreate(l_int32 n) +{ +FPIXA *fpixa; + + PROCNAME("fpixaCreate"); + + if (n <= 0 || n > MaxPtrArraySize) + n = InitialPtrArraySize; + + fpixa = (FPIXA *)LEPT_CALLOC(1, sizeof(FPIXA)); + fpixa->n = 0; + fpixa->nalloc = n; + fpixa->refcount = 1; + if ((fpixa->fpix = (FPIX **)LEPT_CALLOC(n, sizeof(FPIX *))) == NULL) { + fpixaDestroy(&fpixa); + return (FPIXA *)ERROR_PTR("fpixa ptrs not made", procName, NULL); + } + + return fpixa; +} + + +/*! + * \brief fpixaCopy() + * + * \param[in] fpixa + * \param[in] copyflag L_COPY, L_CLODE or L_COPY_CLONE + * \return new fpixa, or NULL on error + * + * 
+ * Notes:
+ *      copyflag may be one of
+ *        ~ L_COPY makes a new fpixa and copies each fpix
+ *        ~ L_CLONE gives a new ref-counted handle to the input fpixa
+ *        ~ L_COPY_CLONE makes a new fpixa with clones of all fpix
+ *
+ */ +FPIXA * +fpixaCopy(FPIXA *fpixa, + l_int32 copyflag) +{ +l_int32 i; +FPIX *fpixc; +FPIXA *fpixac; + + PROCNAME("fpixaCopy"); + + if (!fpixa) + return (FPIXA *)ERROR_PTR("fpixa not defined", procName, NULL); + + if (copyflag == L_CLONE) { + fpixaChangeRefcount(fpixa, 1); + return fpixa; + } + + if (copyflag != L_COPY && copyflag != L_COPY_CLONE) + return (FPIXA *)ERROR_PTR("invalid copyflag", procName, NULL); + + if ((fpixac = fpixaCreate(fpixa->n)) == NULL) + return (FPIXA *)ERROR_PTR("fpixac not made", procName, NULL); + for (i = 0; i < fpixa->n; i++) { + if (copyflag == L_COPY) + fpixc = fpixaGetFPix(fpixa, i, L_COPY); + else /* copy-clone */ + fpixc = fpixaGetFPix(fpixa, i, L_CLONE); + fpixaAddFPix(fpixac, fpixc, L_INSERT); + } + + return fpixac; +} + + +/*! + * \brief fpixaDestroy() + * + * \param[in,out] pfpixa will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the fpixa.
+ *      (2) Always nulls the input ptr.
+ *
+ */ +void +fpixaDestroy(FPIXA **pfpixa) +{ +l_int32 i; +FPIXA *fpixa; + + PROCNAME("fpixaDestroy"); + + if (pfpixa == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + + if ((fpixa = *pfpixa) == NULL) + return; + + /* Decrement the refcount. If it is 0, destroy the pixa. */ + fpixaChangeRefcount(fpixa, -1); + if (fpixa->refcount <= 0) { + for (i = 0; i < fpixa->n; i++) + fpixDestroy(&fpixa->fpix[i]); + LEPT_FREE(fpixa->fpix); + LEPT_FREE(fpixa); + } + + *pfpixa = NULL; + return; +} + + +/*--------------------------------------------------------------------* + * FPixa addition * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixaAddFPix() + * + * \param[in] fpixa + * \param[in] fpix to be added + * \param[in] copyflag L_INSERT, L_COPY, L_CLONE + * \return 0 if OK; 1 on error + */ +l_ok +fpixaAddFPix(FPIXA *fpixa, + FPIX *fpix, + l_int32 copyflag) +{ +l_int32 n; +FPIX *fpixc; + + PROCNAME("fpixaAddFPix"); + + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 1); + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + if (copyflag == L_INSERT) + fpixc = fpix; + else if (copyflag == L_COPY) + fpixc = fpixCopy(NULL, fpix); + else if (copyflag == L_CLONE) + fpixc = fpixClone(fpix); + else + return ERROR_INT("invalid copyflag", procName, 1); + if (!fpixc) + return ERROR_INT("fpixc not made", procName, 1); + + n = fpixaGetCount(fpixa); + if (n >= fpixa->nalloc) + fpixaExtendArray(fpixa); + fpixa->fpix[n] = fpixc; + fpixa->n++; + + return 0; +} + + +/*! + * \brief fpixaExtendArray() + * + * \param[in] fpixa + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Doubles the size of the fpixa ptr array.
+ *
+ */ +static l_int32 +fpixaExtendArray(FPIXA *fpixa) +{ + PROCNAME("fpixaExtendArray"); + + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 1); + + return fpixaExtendArrayToSize(fpixa, 2 * fpixa->nalloc); +} + + +/*! + * \brief fpixaExtendArrayToSize() + * + * \param[in] fpixa + * \param[in] size new ptr array size + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) If necessary, reallocs new fpixa ptrs array to %size.
+ *
+ */ +static l_int32 +fpixaExtendArrayToSize(FPIXA *fpixa, + l_int32 size) +{ + PROCNAME("fpixaExtendArrayToSize"); + + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 1); + + if (size > fpixa->nalloc) { + if ((fpixa->fpix = (FPIX **)reallocNew((void **)&fpixa->fpix, + sizeof(FPIX *) * fpixa->nalloc, + size * sizeof(FPIX *))) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + fpixa->nalloc = size; + } + return 0; +} + + +/*--------------------------------------------------------------------* + * FPixa accessors * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixaGetCount() + * + * \param[in] fpixa + * \return count, or 0 if no pixa + */ +l_int32 +fpixaGetCount(FPIXA *fpixa) +{ + PROCNAME("fpixaGetCount"); + + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 0); + + return fpixa->n; +} + + +/*! + * \brief fpixaChangeRefcount() + * + * \param[in] fpixa + * \param[in] delta + * \return 0 if OK, 1 on error + */ +l_ok +fpixaChangeRefcount(FPIXA *fpixa, + l_int32 delta) +{ + PROCNAME("fpixaChangeRefcount"); + + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 1); + + fpixa->refcount += delta; + return 0; +} + + +/*! + * \brief fpixaGetFPix() + * + * \param[in] fpixa + * \param[in] index to the index-th fpix + * \param[in] accesstype L_COPY or L_CLONE + * \return fpix, or NULL on error + */ +FPIX * +fpixaGetFPix(FPIXA *fpixa, + l_int32 index, + l_int32 accesstype) +{ + PROCNAME("fpixaGetFPix"); + + if (!fpixa) + return (FPIX *)ERROR_PTR("fpixa not defined", procName, NULL); + if (index < 0 || index >= fpixa->n) + return (FPIX *)ERROR_PTR("index not valid", procName, NULL); + + if (accesstype == L_COPY) + return fpixCopy(NULL, fpixa->fpix[index]); + else if (accesstype == L_CLONE) + return fpixClone(fpixa->fpix[index]); + else + return (FPIX *)ERROR_PTR("invalid accesstype", procName, NULL); +} + + +/*! + * \brief fpixaGetFPixDimensions() + * + * \param[in] fpixa + * \param[in] index to the index-th box + * \param[out] pw, ph [optional] each can be null + * \return 0 if OK, 1 on error + */ +l_ok +fpixaGetFPixDimensions(FPIXA *fpixa, + l_int32 index, + l_int32 *pw, + l_int32 *ph) +{ +FPIX *fpix; + + PROCNAME("fpixaGetFPixDimensions"); + + if (!pw && !ph) + return ERROR_INT("no return val requested", procName, 1); + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 1); + if (index < 0 || index >= fpixa->n) + return ERROR_INT("index not valid", procName, 1); + + if ((fpix = fpixaGetFPix(fpixa, index, L_CLONE)) == NULL) + return ERROR_INT("fpix not found!", procName, 1); + fpixGetDimensions(fpix, pw, ph); + fpixDestroy(&fpix); + return 0; +} + + +/*! + * \brief fpixaGetData() + * + * \param[in] fpixa + * \param[in] index into fpixa array + * \return data not a copy, or NULL on error + */ +l_float32 * +fpixaGetData(FPIXA *fpixa, + l_int32 index) +{ +l_int32 n; +l_float32 *data; +FPIX *fpix; + + PROCNAME("fpixaGetData"); + + if (!fpixa) + return (l_float32 *)ERROR_PTR("fpixa not defined", procName, NULL); + n = fpixaGetCount(fpixa); + if (index < 0 || index >= n) + return (l_float32 *)ERROR_PTR("invalid index", procName, NULL); + + fpix = fpixaGetFPix(fpixa, index, L_CLONE); + data = fpixGetData(fpix); + fpixDestroy(&fpix); + return data; +} + + +/*! + * \brief fpixaGetPixel() + * + * \param[in] fpixa + * \param[in] index into fpixa array + * \param[in] x,y pixel coords + * \param[out] pval pixel value + * \return 0 if OK; 1 on error + */ +l_ok +fpixaGetPixel(FPIXA *fpixa, + l_int32 index, + l_int32 x, + l_int32 y, + l_float32 *pval) +{ +l_int32 n, ret; +FPIX *fpix; + + PROCNAME("fpixaGetPixel"); + + if (!pval) + return ERROR_INT("pval not defined", procName, 1); + *pval = 0.0; + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 1); + n = fpixaGetCount(fpixa); + if (index < 0 || index >= n) + return ERROR_INT("invalid index into fpixa", procName, 1); + + fpix = fpixaGetFPix(fpixa, index, L_CLONE); + ret = fpixGetPixel(fpix, x, y, pval); + fpixDestroy(&fpix); + return ret; +} + + +/*! + * \brief fpixaSetPixel() + * + * \param[in] fpixa + * \param[in] index into fpixa array + * \param[in] x,y pixel coords + * \param[in] val pixel value + * \return 0 if OK; 1 on error + */ +l_ok +fpixaSetPixel(FPIXA *fpixa, + l_int32 index, + l_int32 x, + l_int32 y, + l_float32 val) +{ +l_int32 n, ret; +FPIX *fpix; + + PROCNAME("fpixaSetPixel"); + + if (!fpixa) + return ERROR_INT("fpixa not defined", procName, 1); + n = fpixaGetCount(fpixa); + if (index < 0 || index >= n) + return ERROR_INT("invalid index into fpixa", procName, 1); + + fpix = fpixaGetFPix(fpixa, index, L_CLONE); + ret = fpixSetPixel(fpix, x, y, val); + fpixDestroy(&fpix); + return ret; +} + + +/*--------------------------------------------------------------------* + * DPix Create/copy/destroy * + *--------------------------------------------------------------------*/ +/*! + * \brief dpixCreate() + * + * \param[in] width, height + * \return dpix with data allocated and initialized to 0, or NULL on error + * + * 
+ * Notes:
+ *      (1) Makes a DPix of specified size, with the data array
+ *          allocated and initialized to 0.
+ *      (2) The number of pixels must be less than 2^28.
+ *
+ */ +DPIX * +dpixCreate(l_int32 width, + l_int32 height) +{ +l_float64 *data; +l_uint64 npix64; +DPIX *dpix; + + PROCNAME("dpixCreate"); + + if (width <= 0) + return (DPIX *)ERROR_PTR("width must be > 0", procName, NULL); + if (height <= 0) + return (DPIX *)ERROR_PTR("height must be > 0", procName, NULL); + + /* Avoid overflow in malloc arg, malicious or otherwise */ + npix64 = (l_uint64)width * (l_uint64)height; /* # of 8 byte pixels */ + if (npix64 >= (1LL << 28)) { + L_ERROR("requested w = %d, h = %d\n", procName, width, height); + return (DPIX *)ERROR_PTR("requested bytes >= 2^31", procName, NULL); + } + + dpix = (DPIX *)LEPT_CALLOC(1, sizeof(DPIX)); + dpixSetDimensions(dpix, width, height); + dpixSetWpl(dpix, width); /* 8 byte words */ + dpix->refcount = 1; + + data = (l_float64 *)LEPT_CALLOC((size_t)width * height, sizeof(l_float64)); + if (!data) { + dpixDestroy(&dpix); + return (DPIX *)ERROR_PTR("calloc fail for data", procName, NULL); + } + dpixSetData(dpix, data); + return dpix; +} + + +/*! + * \brief dpixCreateTemplate() + * + * \param[in] dpixs + * \return dpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Makes a DPix of the same size as the input DPix, with the
+ *          data array allocated and initialized to 0.
+ *      (2) Copies the resolution.
+ *
+ */ +DPIX * +dpixCreateTemplate(DPIX *dpixs) +{ +l_int32 w, h; +DPIX *dpixd; + + PROCNAME("dpixCreateTemplate"); + + if (!dpixs) + return (DPIX *)ERROR_PTR("dpixs not defined", procName, NULL); + + dpixGetDimensions(dpixs, &w, &h); + dpixd = dpixCreate(w, h); + dpixCopyResolution(dpixd, dpixs); + return dpixd; +} + + +/*! + * \brief dpixClone() + * + * \param[in] dpix + * \return same dpix ptr, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixClone() for definition and usage.
+ *
+ */ +DPIX * +dpixClone(DPIX *dpix) +{ + PROCNAME("dpixClone"); + + if (!dpix) + return (DPIX *)ERROR_PTR("dpix not defined", procName, NULL); + dpixChangeRefcount(dpix, 1); + + return dpix; +} + + +/*! + * \brief dpixCopy() + * + * \param[in] dpixd [optional] can be null, or equal to dpixs, + * or different from dpixs + * \param[in] dpixs + * \return dpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) There are three cases:
+ *            (a) dpixd == null  (makes a new dpix; refcount = 1)
+ *            (b) dpixd == dpixs  (no-op)
+ *            (c) dpixd != dpixs  (data copy; no change in refcount)
+ *          If the refcount of dpixd > 1, case (c) will side-effect
+ *          these handles.
+ *      (2) The general pattern of use is:
+ *             dpixd = dpixCopy(dpixd, dpixs);
+ *          This will work for all three cases.
+ *          For clarity when the case is known, you can use:
+ *            (a) dpixd = dpixCopy(NULL, dpixs);
+ *            (c) dpixCopy(dpixd, dpixs);
+ *      (3) For case (c), we check if dpixs and dpixd are the same size.
+ *          If so, the data is copied directly.
+ *          Otherwise, the data is reallocated to the correct size
+ *          and the copy proceeds.  The refcount of dpixd is unchanged.
+ *      (4) This operation, like all others that may involve a pre-existing
+ *          dpixd, will side-effect any existing clones of dpixd.
+ *
+ */ +DPIX * +dpixCopy(DPIX *dpixd, /* can be null */ + DPIX *dpixs) +{ +l_int32 w, h, bytes; +l_float64 *datas, *datad; + + PROCNAME("dpixCopy"); + + if (!dpixs) + return (DPIX *)ERROR_PTR("dpixs not defined", procName, NULL); + if (dpixs == dpixd) + return dpixd; + + /* Total bytes in image data */ + dpixGetDimensions(dpixs, &w, &h); + bytes = 8 * w * h; + + /* If we're making a new dpix ... */ + if (!dpixd) { + if ((dpixd = dpixCreateTemplate(dpixs)) == NULL) + return (DPIX *)ERROR_PTR("dpixd not made", procName, NULL); + datas = dpixGetData(dpixs); + datad = dpixGetData(dpixd); + memcpy(datad, datas, bytes); + return dpixd; + } + + /* Reallocate image data if sizes are different */ + dpixResizeImageData(dpixd, dpixs); + + /* Copy data */ + dpixCopyResolution(dpixd, dpixs); + datas = dpixGetData(dpixs); + datad = dpixGetData(dpixd); + memcpy(datad, datas, bytes); + return dpixd; +} + + +/*! + * \brief dpixResizeImageData() + * + * \param[in] dpixd, dpixs + * \return 0 if OK, 1 on error + */ +l_ok +dpixResizeImageData(DPIX *dpixd, + DPIX *dpixs) +{ +l_int32 ws, hs, wd, hd, bytes; +l_float64 *data; + + PROCNAME("dpixResizeImageData"); + + if (!dpixs) + return ERROR_INT("dpixs not defined", procName, 1); + if (!dpixd) + return ERROR_INT("dpixd not defined", procName, 1); + + dpixGetDimensions(dpixs, &ws, &hs); + dpixGetDimensions(dpixd, &wd, &hd); + if (ws == wd && hs == hd) /* nothing to do */ + return 0; + + dpixSetDimensions(dpixd, ws, hs); + dpixSetWpl(dpixd, ws); /* 8 byte words */ + bytes = 8 * ws * hs; + data = dpixGetData(dpixd); + if (data) LEPT_FREE(data); + if ((data = (l_float64 *)LEPT_MALLOC(bytes)) == NULL) + return ERROR_INT("LEPT_MALLOC fail for data", procName, 1); + dpixSetData(dpixd, data); + return 0; +} + + +/*! + * \brief dpixDestroy() + * + * \param[in,out] pdpix will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the dpix.
+ *      (2) Always nulls the input ptr.
+ *
+ */ +void +dpixDestroy(DPIX **pdpix) +{ +l_float64 *data; +DPIX *dpix; + + PROCNAME("dpixDestroy"); + + if (!pdpix) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((dpix = *pdpix) == NULL) + return; + + /* Decrement the ref count. If it is 0, destroy the dpix. */ + dpixChangeRefcount(dpix, -1); + if (dpixGetRefcount(dpix) <= 0) { + if ((data = dpixGetData(dpix)) != NULL) + LEPT_FREE(data); + LEPT_FREE(dpix); + } + + *pdpix = NULL; + return; +} + + +/*--------------------------------------------------------------------* + * DPix Accessors * + *--------------------------------------------------------------------*/ +/*! + * \brief dpixGetDimensions() + * + * \param[in] dpix + * \param[out] pw, ph [optional] each can be null + * \return 0 if OK, 1 on error + */ +l_ok +dpixGetDimensions(DPIX *dpix, + l_int32 *pw, + l_int32 *ph) +{ + PROCNAME("dpixGetDimensions"); + + if (!pw && !ph) + return ERROR_INT("no return val requested", procName, 1); + if (pw) *pw = 0; + if (ph) *ph = 0; + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + if (pw) *pw = dpix->w; + if (ph) *ph = dpix->h; + return 0; +} + + +/*! + * \brief dpixSetDimensions() + * + * \param[in] dpix + * \param[in] w, h + * \return 0 if OK, 1 on error + */ +l_ok +dpixSetDimensions(DPIX *dpix, + l_int32 w, + l_int32 h) +{ + PROCNAME("dpixSetDimensions"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + dpix->w = w; + dpix->h = h; + return 0; +} + + +/*! + * \brief dpixGetWpl() + * + * \param[in] dpix + * \return wpl, or UNDEF on error + */ +l_int32 +dpixGetWpl(DPIX *dpix) +{ + PROCNAME("dpixGetWpl"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + return dpix->wpl; +} + + +/*! + * \brief dpixSetWpl() + * + * \param[in] dpix + * \param[in] wpl + * \return 0 if OK, 1 on error + */ +l_ok +dpixSetWpl(DPIX *dpix, + l_int32 wpl) +{ + PROCNAME("dpixSetWpl"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + dpix->wpl = wpl; + return 0; +} + + +/*! + * \brief dpixGetRefcount() + * + * \param[in] dpix + * \return refcount, or UNDEF on error + */ +l_int32 +dpixGetRefcount(DPIX *dpix) +{ + PROCNAME("dpixGetRefcount"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, UNDEF); + return dpix->refcount; +} + + +/*! + * \brief dpixChangeRefcount() + * + * \param[in] dpix + * \param[in] delta + * \return 0 if OK, 1 on error + */ +l_ok +dpixChangeRefcount(DPIX *dpix, + l_int32 delta) +{ + PROCNAME("dpixChangeRefcount"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + dpix->refcount += delta; + return 0; +} + + +/*! + * \brief dpixGetResolution() + * + * \param[in] dpix + * \param[out] pxres, pyres [optional] x and y resolution + * \return 0 if OK, 1 on error + */ +l_ok +dpixGetResolution(DPIX *dpix, + l_int32 *pxres, + l_int32 *pyres) +{ + PROCNAME("dpixGetResolution"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + if (pxres) *pxres = dpix->xres; + if (pyres) *pyres = dpix->yres; + return 0; +} + + +/*! + * \brief dpixSetResolution() + * + * \param[in] dpix + * \param[in] xres, yres x and y resolution + * \return 0 if OK, 1 on error + */ +l_ok +dpixSetResolution(DPIX *dpix, + l_int32 xres, + l_int32 yres) +{ + PROCNAME("dpixSetResolution"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + dpix->xres = xres; + dpix->yres = yres; + return 0; +} + + +/*! + * \brief dpixCopyResolution() + * + * \param[in] dpixd, dpixs + * \return 0 if OK, 1 on error + */ +l_ok +dpixCopyResolution(DPIX *dpixd, + DPIX *dpixs) +{ +l_int32 xres, yres; + PROCNAME("dpixCopyResolution"); + + if (!dpixs || !dpixd) + return ERROR_INT("dpixs and dpixd not both defined", procName, 1); + + dpixGetResolution(dpixs, &xres, &yres); + dpixSetResolution(dpixd, xres, yres); + return 0; +} + + +/*! + * \brief dpixGetData() + * + * \param[in] dpix + * \return ptr to dpix data, or NULL on error + */ +l_float64 * +dpixGetData(DPIX *dpix) +{ + PROCNAME("dpixGetData"); + + if (!dpix) + return (l_float64 *)ERROR_PTR("dpix not defined", procName, NULL); + return dpix->data; +} + + +/*! + * \brief dpixSetData() + * + * \param[in] dpix + * \param[in] data + * \return 0 if OK, 1 on error + */ +l_ok +dpixSetData(DPIX *dpix, + l_float64 *data) +{ + PROCNAME("dpixSetData"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + dpix->data = data; + return 0; +} + + +/*! + * \brief dpixGetPixel() + * + * \param[in] dpix + * \param[in] x,y pixel coords + * \param[out] pval pixel value + * \return 0 if OK; 1 or 2 on error + * + * Notes: + * (1) If the point is outside the image, this returns an error (2), + * with 0.0 in %pval. To avoid spamming output, it fails silently. + */ +l_ok +dpixGetPixel(DPIX *dpix, + l_int32 x, + l_int32 y, + l_float64 *pval) +{ +l_int32 w, h; + + PROCNAME("dpixGetPixel"); + + if (!pval) + return ERROR_INT("pval not defined", procName, 1); + *pval = 0.0; + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + dpixGetDimensions(dpix, &w, &h); + if (x < 0 || x >= w || y < 0 || y >= h) + return 2; + + *pval = *(dpix->data + y * w + x); + return 0; +} + + +/*! + * \brief dpixSetPixel() + * + * \param[in] dpix + * \param[in] x,y pixel coords + * \param[in] val pixel value + * \return 0 if OK; 1 or 2 on error + * + * Notes: + * (1) If the point is outside the image, this returns an error (2), + * with 0.0 in %pval. To avoid spamming output, it fails silently. + */ +l_ok +dpixSetPixel(DPIX *dpix, + l_int32 x, + l_int32 y, + l_float64 val) +{ +l_int32 w, h; + + PROCNAME("dpixSetPixel"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + dpixGetDimensions(dpix, &w, &h); + if (x < 0 || x >= w || y < 0 || y >= h) + return 2; + + *(dpix->data + y * w + x) = val; + return 0; +} + + +/*--------------------------------------------------------------------* + * FPix serialized I/O * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixRead() + * + * \param[in] filename + * \return fpix, or NULL on error + */ +FPIX * +fpixRead(const char *filename) +{ +FILE *fp; +FPIX *fpix; + + PROCNAME("fpixRead"); + + if (!filename) + return (FPIX *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (FPIX *)ERROR_PTR("stream not opened", procName, NULL); + fpix = fpixReadStream(fp); + fclose(fp); + if (!fpix) + return (FPIX *)ERROR_PTR("fpix not read", procName, NULL); + return fpix; +} + + +/*! + * \brief fpixReadStream() + * + * \param[in] fp file stream + * \return fpix, or NULL on error + */ +FPIX * +fpixReadStream(FILE *fp) +{ +char buf[256]; +l_int32 w, h, nbytes, xres, yres, version; +l_float32 *data; +FPIX *fpix; + + PROCNAME("fpixReadStream"); + + if (!fp) + return (FPIX *)ERROR_PTR("stream not defined", procName, NULL); + + if (fscanf(fp, "\nFPix Version %d\n", &version) != 1) + return (FPIX *)ERROR_PTR("not a fpix file", procName, NULL); + if (version != FPIX_VERSION_NUMBER) + return (FPIX *)ERROR_PTR("invalid fpix version", procName, NULL); + if (fscanf(fp, "w = %d, h = %d, nbytes = %d\n", &w, &h, &nbytes) != 3) + return (FPIX *)ERROR_PTR("read fail for data size", procName, NULL); + + /* Use fgets() and sscanf(); not fscanf(), for the last + * bit of header data before the float data. The reason is + * that fscanf throws away white space, and if the float data + * happens to begin with ascii character(s) that are white + * space, it will swallow them and all will be lost! */ + if (fgets(buf, sizeof(buf), fp) == NULL) + return (FPIX *)ERROR_PTR("fgets read fail", procName, NULL); + if (sscanf(buf, "xres = %d, yres = %d\n", &xres, &yres) != 2) + return (FPIX *)ERROR_PTR("read fail for xres, yres", procName, NULL); + + if ((fpix = fpixCreate(w, h)) == NULL) + return (FPIX *)ERROR_PTR("fpix not made", procName, NULL); + fpixSetResolution(fpix, xres, yres); + data = fpixGetData(fpix); + if (fread(data, 1, nbytes, fp) != nbytes) { + fpixDestroy(&fpix); + return (FPIX *)ERROR_PTR("read error for nbytes", procName, NULL); + } + fgetc(fp); /* ending nl */ + + /* Convert to little-endian if necessary */ + fpixEndianByteSwap(fpix, fpix); + return fpix; +} + + +/*! + * \brief fpixReadMem() + * + * \param[in] data of serialized fpix + * \param[in] size of data in bytes + * \return fpix, or NULL on error + */ +FPIX * +fpixReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +FPIX *fpix; + + PROCNAME("fpixReadMem"); + + if (!data) + return (FPIX *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (FPIX *)ERROR_PTR("stream not opened", procName, NULL); + + fpix = fpixReadStream(fp); + fclose(fp); + if (!fpix) L_ERROR("fpix not read\n", procName); + return fpix; +} + + +/*! + * \brief fpixWrite() + * + * \param[in] filename + * \param[in] fpix + * \return 0 if OK, 1 on error + */ +l_ok +fpixWrite(const char *filename, + FPIX *fpix) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("fpixWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = fpixWriteStream(fp, fpix); + fclose(fp); + if (ret) + return ERROR_INT("fpix not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief fpixWriteStream() + * + * \param[in] fp file stream opened for "wb" + * \param[in] fpix + * \return 0 if OK, 1 on error + */ +l_ok +fpixWriteStream(FILE *fp, + FPIX *fpix) +{ +l_int32 w, h, xres, yres; +l_uint32 nbytes; +l_float32 *data; +FPIX *fpixt; + + PROCNAME("fpixWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + /* Convert to little-endian if necessary */ + fpixt = fpixEndianByteSwap(NULL, fpix); + + fpixGetDimensions(fpixt, &w, &h); + data = fpixGetData(fpixt); + nbytes = sizeof(l_float32) * w * h; + fpixGetResolution(fpixt, &xres, &yres); + fprintf(fp, "\nFPix Version %d\n", FPIX_VERSION_NUMBER); + fprintf(fp, "w = %d, h = %d, nbytes = %u\n", w, h, nbytes); + fprintf(fp, "xres = %d, yres = %d\n", xres, yres); + fwrite(data, 1, nbytes, fp); + fprintf(fp, "\n"); + + fpixDestroy(&fpixt); + return 0; +} + + +/*! + * \brief fpixWriteMem() + * + * \param[out] pdata data of serialized fpix + * \param[out] psize size of returned data + * \param[in] fpix + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a fpix in memory and puts the result in a buffer.
+ *
+ */ +l_ok +fpixWriteMem(l_uint8 **pdata, + size_t *psize, + FPIX *fpix) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("fpixWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = fpixWriteStream(fp, fpix); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = fpixWriteStream(fp, fpix); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*! + * \brief fpixEndianByteSwap() + * + * \param[in] fpixd can be equal to fpixs or NULL + * \param[in] fpixs + * \return fpixd always + * + * 
+ * Notes:
+ *      (1) On big-endian hardware, this does byte-swapping on each of
+ *          the 4-byte floats in the fpix data.  On little-endians,
+ *          the data is unchanged.  This is used for serialization
+ *          of fpix; the data is serialized in little-endian byte
+ *          order because most hardware is little-endian.
+ *      (2) The operation can be either in-place or, if fpixd == NULL,
+ *          a new fpix is made.  If not in-place, caller must catch
+ *          the returned pointer.
+ *
+ */ +FPIX * +fpixEndianByteSwap(FPIX *fpixd, + FPIX *fpixs) +{ + PROCNAME("fpixEndianByteSwap"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, fpixd); + if (fpixd && (fpixs != fpixd)) + return (FPIX *)ERROR_PTR("fpixd != fpixs", procName, fpixd); + +#ifdef L_BIG_ENDIAN + { + l_uint32 *data; + l_int32 i, j, w, h; + l_uint32 word; + + fpixGetDimensions(fpixs, &w, &h); + fpixd = fpixCopy(fpixd, fpixs); /* no copy if fpixd == fpixs */ + + data = (l_uint32 *)fpixGetData(fpixd); + for (i = 0; i < h; i++) { + for (j = 0; j < w; j++, data++) { + word = *data; + *data = (word >> 24) | + ((word >> 8) & 0x0000ff00) | + ((word << 8) & 0x00ff0000) | + (word << 24); + } + } + return fpixd; + } +#else /* L_LITTLE_ENDIAN */ + + if (fpixd) + return fpixd; /* no-op */ + else + return fpixClone(fpixs); + +#endif /* L_BIG_ENDIAN */ +} + + +/*--------------------------------------------------------------------* + * DPix serialized I/O * + *--------------------------------------------------------------------*/ +/*! + * \brief dpixRead() + * + * \param[in] filename + * \return dpix, or NULL on error + */ +DPIX * +dpixRead(const char *filename) +{ +FILE *fp; +DPIX *dpix; + + PROCNAME("dpixRead"); + + if (!filename) + return (DPIX *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (DPIX *)ERROR_PTR("stream not opened", procName, NULL); + dpix = dpixReadStream(fp); + fclose(fp); + if (!dpix) + return (DPIX *)ERROR_PTR("dpix not read", procName, NULL); + return dpix; +} + + +/*! + * \brief dpixReadStream() + * + * \param[in] fp file stream + * \return dpix, or NULL on error + */ +DPIX * +dpixReadStream(FILE *fp) +{ +char buf[256]; +l_int32 w, h, nbytes, version, xres, yres; +l_float64 *data; +DPIX *dpix; + + PROCNAME("dpixReadStream"); + + if (!fp) + return (DPIX *)ERROR_PTR("stream not defined", procName, NULL); + + if (fscanf(fp, "\nDPix Version %d\n", &version) != 1) + return (DPIX *)ERROR_PTR("not a dpix file", procName, NULL); + if (version != DPIX_VERSION_NUMBER) + return (DPIX *)ERROR_PTR("invalid dpix version", procName, NULL); + if (fscanf(fp, "w = %d, h = %d, nbytes = %d\n", &w, &h, &nbytes) != 3) + return (DPIX *)ERROR_PTR("read fail for data size", procName, NULL); + + /* Use fgets() and sscanf(); not fscanf(), for the last + * bit of header data before the float data. The reason is + * that fscanf throws away white space, and if the float data + * happens to begin with ascii character(s) that are white + * space, it will swallow them and all will be lost! */ + if (fgets(buf, sizeof(buf), fp) == NULL) + return (DPIX *)ERROR_PTR("fgets read fail", procName, NULL); + if (sscanf(buf, "xres = %d, yres = %d\n", &xres, &yres) != 2) + return (DPIX *)ERROR_PTR("read fail for xres, yres", procName, NULL); + + if ((dpix = dpixCreate(w, h)) == NULL) + return (DPIX *)ERROR_PTR("dpix not made", procName, NULL); + dpixSetResolution(dpix, xres, yres); + data = dpixGetData(dpix); + if (fread(data, 1, nbytes, fp) != nbytes) { + dpixDestroy(&dpix); + return (DPIX *)ERROR_PTR("read error for nbytes", procName, NULL); + } + fgetc(fp); /* ending nl */ + + /* Convert to little-endian if necessary */ + dpixEndianByteSwap(dpix, dpix); + return dpix; +} + + +/*! + * \brief dpixReadMem() + * + * \param[in] data of serialized dpix + * \param[in] size of data in bytes + * \return dpix, or NULL on error + */ +DPIX * +dpixReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +DPIX *dpix; + + PROCNAME("dpixReadMem"); + + if (!data) + return (DPIX *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (DPIX *)ERROR_PTR("stream not opened", procName, NULL); + + dpix = dpixReadStream(fp); + fclose(fp); + if (!dpix) L_ERROR("dpix not read\n", procName); + return dpix; +} + + +/*! + * \brief dpixWrite() + * + * \param[in] filename + * \param[in] dpix + * \return 0 if OK, 1 on error + */ +l_ok +dpixWrite(const char *filename, + DPIX *dpix) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("dpixWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = dpixWriteStream(fp, dpix); + fclose(fp); + if (ret) + return ERROR_INT("dpix not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief dpixWriteStream() + * + * \param[in] fp file stream opened for "wb" + * \param[in] dpix + * \return 0 if OK, 1 on error + */ +l_ok +dpixWriteStream(FILE *fp, + DPIX *dpix) +{ +l_int32 w, h, xres, yres; +l_uint32 nbytes; +l_float64 *data; +DPIX *dpixt; + + PROCNAME("dpixWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + /* Convert to little-endian if necessary */ + dpixt = dpixEndianByteSwap(NULL, dpix); + + dpixGetDimensions(dpixt, &w, &h); + dpixGetResolution(dpixt, &xres, &yres); + data = dpixGetData(dpixt); + nbytes = sizeof(l_float64) * w * h; + fprintf(fp, "\nDPix Version %d\n", DPIX_VERSION_NUMBER); + fprintf(fp, "w = %d, h = %d, nbytes = %u\n", w, h, nbytes); + fprintf(fp, "xres = %d, yres = %d\n", xres, yres); + fwrite(data, 1, nbytes, fp); + fprintf(fp, "\n"); + + dpixDestroy(&dpixt); + return 0; +} + + +/*! + * \brief dpixWriteMem() + * + * \param[out] pdata data of serialized dpix + * \param[out] psize size of returned data + * \param[in] dpix + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a dpix in memory and puts the result in a buffer.
+ *
+ */ +l_ok +dpixWriteMem(l_uint8 **pdata, + size_t *psize, + DPIX *dpix) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("dpixWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = dpixWriteStream(fp, dpix); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = dpixWriteStream(fp, dpix); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*! + * \brief dpixEndianByteSwap() + * + * \param[in] dpixd can be equal to dpixs or NULL + * \param[in] dpixs + * \return dpixd always + * + * 
+ * Notes:
+ *      (1) On big-endian hardware, this does byte-swapping on each of
+ *          the 4-byte words in the dpix data.  On little-endians,
+ *          the data is unchanged.  This is used for serialization
+ *          of dpix; the data is serialized in little-endian byte
+ *          order because most hardware is little-endian.
+ *      (2) The operation can be either in-place or, if dpixd == NULL,
+ *          a new dpix is made.  If not in-place, caller must catch
+ *          the returned pointer.
+ *
+ */ +DPIX * +dpixEndianByteSwap(DPIX *dpixd, + DPIX *dpixs) +{ + PROCNAME("dpixEndianByteSwap"); + + if (!dpixs) + return (DPIX *)ERROR_PTR("dpixs not defined", procName, dpixd); + if (dpixd && (dpixs != dpixd)) + return (DPIX *)ERROR_PTR("dpixd != dpixs", procName, dpixd); + +#ifdef L_BIG_ENDIAN + { + l_uint32 *data; + l_int32 i, j, w, h; + l_uint32 word; + + dpixGetDimensions(dpixs, &w, &h); + dpixd = dpixCopy(dpixd, dpixs); /* no copy if dpixd == dpixs */ + + data = (l_uint32 *)dpixGetData(dpixd); + for (i = 0; i < h; i++) { + for (j = 0; j < 2 * w; j++, data++) { + word = *data; + *data = (word >> 24) | + ((word >> 8) & 0x0000ff00) | + ((word << 8) & 0x00ff0000) | + (word << 24); + } + } + return dpixd; + } +#else /* L_LITTLE_ENDIAN */ + + if (dpixd) + return dpixd; /* no-op */ + else + return dpixClone(dpixs); + +#endif /* L_BIG_ENDIAN */ +} + + +/*--------------------------------------------------------------------* + * Print FPix (subsampled, for debugging) * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixPrintStream() + * + * \param[in] fp file stream + * \param[in] fpix + * \param[in] factor for subsampling + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Subsampled printout of fpix for debugging.
+ *
+ */ +l_ok +fpixPrintStream(FILE *fp, + FPIX *fpix, + l_int32 factor) +{ +l_int32 i, j, w, h, count; +l_float32 val; + + PROCNAME("fpixPrintStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + if (factor < 1) + return ERROR_INT("sampling factor < 1f", procName, 1); + + fpixGetDimensions(fpix, &w, &h); + fprintf(fp, "\nFPix: w = %d, h = %d\n", w, h); + for (i = 0; i < h; i += factor) { + for (count = 0, j = 0; j < w; j += factor, count++) { + fpixGetPixel(fpix, j, i, &val); + fprintf(fp, "val[%d, %d] = %f ", i, j, val); + if ((count + 1) % 3 == 0) fprintf(fp, "\n"); + } + if (count % 3) fprintf(fp, "\n"); + } + fprintf(fp, "\n"); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/fpix2.c b/3rdparty/hgOCR/leptonica/fpix2.c new file mode 100644 index 00000000..47f9e6c2 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/fpix2.c @@ -0,0 +1,2467 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file fpix2.c + * 
+ *
+ *    ------------------------------------------
+ *    This file has these FPix utilities:
+ *       ~ interconversions with pix, fpix, dpix
+ *       ~ min and max values
+ *       ~ integer scaling
+ *       ~ arithmetic operations
+ *       ~ set all
+ *       ~ border functions
+ *       ~ simple rasterop (source --> dest)
+ *       ~ geometric transforms
+ *    ------------------------------------------
+ *
+ *    Interconversions between Pix, FPix and DPix
+ *          FPIX          *pixConvertToFPix()
+ *          DPIX          *pixConvertToDPix()
+ *          PIX           *fpixConvertToPix()
+ *          PIX           *fpixDisplayMaxDynamicRange()  [useful for debugging]
+ *          DPIX          *fpixConvertToDPix()
+ *          PIX           *dpixConvertToPix()
+ *          FPIX          *dpixConvertToFPix()
+ *
+ *    Min/max value
+ *          l_int32        fpixGetMin()
+ *          l_int32        fpixGetMax()
+ *          l_int32        dpixGetMin()
+ *          l_int32        dpixGetMax()
+ *
+ *    Integer scaling
+ *          FPIX          *fpixScaleByInteger()
+ *          DPIX          *dpixScaleByInteger()
+ *
+ *    Arithmetic operations
+ *          FPIX          *fpixLinearCombination()
+ *          l_int32        fpixAddMultConstant()
+ *          DPIX          *dpixLinearCombination()
+ *          l_int32        dpixAddMultConstant()
+ *
+ *    Set all
+ *          l_int32        fpixSetAllArbitrary()
+ *          l_int32        dpixSetAllArbitrary()
+ *
+ *    FPix border functions
+ *          FPIX          *fpixAddBorder()
+ *          FPIX          *fpixRemoveBorder()
+ *          FPIX          *fpixAddMirroredBorder()
+ *          FPIX          *fpixAddContinuedBorder()
+ *          FPIX          *fpixAddSlopeBorder()
+ *
+ *    FPix simple rasterop
+ *          l_int32        fpixRasterop()
+ *
+ *    FPix rotation by multiples of 90 degrees
+ *          FPIX          *fpixRotateOrth()
+ *          FPIX          *fpixRotate180()
+ *          FPIX          *fpixRotate90()
+ *          FPIX          *fpixFlipLR()
+ *          FPIX          *fpixFlipTB()
+ *
+ *    FPix affine and projective interpolated transforms
+ *          FPIX          *fpixAffinePta()
+ *          FPIX          *fpixAffine()
+ *          FPIX          *fpixProjectivePta()
+ *          FPIX          *fpixProjective()
+ *          l_int32        linearInterpolatePixelFloat()
+ *
+ *    Thresholding to 1 bpp Pix
+ *          PIX           *fpixThresholdToPix()
+ *
+ *    Generate function from components
+ *          FPIX          *pixComponentFunction()
+ *
+ */ + +#include +#include "allheaders.h" + +/*--------------------------------------------------------------------* + * FPix <--> Pix conversions * + *--------------------------------------------------------------------*/ +/*! + * \brief pixConvertToFPix() + * + * \param[in] pixs 1, 2, 4, 8, 16 or 32 bpp + * \param[in] ncomps number of components: 3 for RGB, 1 otherwise + * \return fpix, or NULL on error + * + * 
+ * Notes:
+ *      (1) If colormapped, remove to grayscale.
+ *      (2) If 32 bpp and %ncomps == 3, this is RGB; convert to luminance.
+ *          In all other cases the src image is treated as having a single
+ *          component of pixel values.
+ *
+ */ +FPIX * +pixConvertToFPix(PIX *pixs, + l_int32 ncomps) +{ +l_int32 w, h, d, i, j, val, wplt, wpld; +l_uint32 uval; +l_uint32 *datat, *linet; +l_float32 *datad, *lined; +PIX *pixt; +FPIX *fpixd; + + PROCNAME("pixConvertToFPix"); + + if (!pixs) + return (FPIX *)ERROR_PTR("pixs not defined", procName, NULL); + + /* Convert to a single component */ + if (pixGetColormap(pixs)) + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + else if (pixGetDepth(pixs) == 32 && ncomps == 3) + pixt = pixConvertRGBToLuminance(pixs); + else + pixt = pixClone(pixs); + pixGetDimensions(pixt, &w, &h, &d); + if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32) { + pixDestroy(&pixt); + return (FPIX *)ERROR_PTR("invalid depth", procName, NULL); + } + + if ((fpixd = fpixCreate(w, h)) == NULL) { + pixDestroy(&pixt); + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + } + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + datad = fpixGetData(fpixd); + wpld = fpixGetWpl(fpixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + if (d == 1) { + for (j = 0; j < w; j++) { + val = GET_DATA_BIT(linet, j); + lined[j] = (l_float32)val; + } + } else if (d == 2) { + for (j = 0; j < w; j++) { + val = GET_DATA_DIBIT(linet, j); + lined[j] = (l_float32)val; + } + } else if (d == 4) { + for (j = 0; j < w; j++) { + val = GET_DATA_QBIT(linet, j); + lined[j] = (l_float32)val; + } + } else if (d == 8) { + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(linet, j); + lined[j] = (l_float32)val; + } + } else if (d == 16) { + for (j = 0; j < w; j++) { + val = GET_DATA_TWO_BYTES(linet, j); + lined[j] = (l_float32)val; + } + } else { /* d == 32 */ + for (j = 0; j < w; j++) { + uval = GET_DATA_FOUR_BYTES(linet, j); + lined[j] = (l_float32)uval; + } + } + } + + pixDestroy(&pixt); + return fpixd; +} + + +/*! + * \brief pixConvertToDPix() + * + * \param[in] pixs 1, 2, 4, 8, 16 or 32 bpp + * \param[in] ncomps number of components: 3 for RGB, 1 otherwise + * \return dpix, or NULL on error + * + * 
+ * Notes:
+ *      (1) If colormapped, remove to grayscale.
+ *      (2) If 32 bpp and %ncomps == 3, this is RGB; convert to luminance.
+ *          In all other cases the src image is treated as having a single
+ *          component of pixel values.
+ *
+ */ +DPIX * +pixConvertToDPix(PIX *pixs, + l_int32 ncomps) +{ +l_int32 w, h, d, i, j, val, wplt, wpld; +l_uint32 uval; +l_uint32 *datat, *linet; +l_float64 *datad, *lined; +PIX *pixt; +DPIX *dpixd; + + PROCNAME("pixConvertToDPix"); + + if (!pixs) + return (DPIX *)ERROR_PTR("pixs not defined", procName, NULL); + + /* Convert to a single component */ + if (pixGetColormap(pixs)) + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + else if (pixGetDepth(pixs) == 32 && ncomps == 3) + pixt = pixConvertRGBToLuminance(pixs); + else + pixt = pixClone(pixs); + pixGetDimensions(pixt, &w, &h, &d); + if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32) { + pixDestroy(&pixt); + return (DPIX *)ERROR_PTR("invalid depth", procName, NULL); + } + + if ((dpixd = dpixCreate(w, h)) == NULL) { + pixDestroy(&pixt); + return (DPIX *)ERROR_PTR("dpixd not made", procName, NULL); + } + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + datad = dpixGetData(dpixd); + wpld = dpixGetWpl(dpixd); + for (i = 0; i < h; i++) { + linet = datat + i * wplt; + lined = datad + i * wpld; + if (d == 1) { + for (j = 0; j < w; j++) { + val = GET_DATA_BIT(linet, j); + lined[j] = (l_float64)val; + } + } else if (d == 2) { + for (j = 0; j < w; j++) { + val = GET_DATA_DIBIT(linet, j); + lined[j] = (l_float64)val; + } + } else if (d == 4) { + for (j = 0; j < w; j++) { + val = GET_DATA_QBIT(linet, j); + lined[j] = (l_float64)val; + } + } else if (d == 8) { + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(linet, j); + lined[j] = (l_float64)val; + } + } else if (d == 16) { + for (j = 0; j < w; j++) { + val = GET_DATA_TWO_BYTES(linet, j); + lined[j] = (l_float64)val; + } + } else { /* d == 32 */ + for (j = 0; j < w; j++) { + uval = GET_DATA_FOUR_BYTES(linet, j); + lined[j] = (l_float64)uval; + } + } + } + + pixDestroy(&pixt); + return dpixd; +} + + +/*! + * \brief fpixConvertToPix() + * + * \param[in] fpixs + * \param[in] outdepth 0, 8, 16 or 32 bpp + * \param[in] negvals L_CLIP_TO_ZERO, L_TAKE_ABSVAL + * \param[in] errorflag 1 to output error stats; 0 otherwise + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Use %outdepth = 0 to programmatically determine the
+ *          output depth.  If no values are greater than 255,
+ *          it will set outdepth = 8; otherwise to 16 or 32.
+ *      (2) Because we are converting a float to an unsigned int
+ *          with a specified dynamic range (8, 16 or 32 bits), errors
+ *          can occur.  If errorflag == TRUE, output the number
+ *          of values out of range, both negative and positive.
+ *      (3) If a pixel value is positive and out of range, clip to
+ *          the maximum value represented at the outdepth of 8, 16
+ *          or 32 bits.
+ *
+ */ +PIX * +fpixConvertToPix(FPIX *fpixs, + l_int32 outdepth, + l_int32 negvals, + l_int32 errorflag) +{ +l_int32 w, h, i, j, wpls, wpld; +l_uint32 vald, maxval; +l_float32 val; +l_float32 *datas, *lines; +l_uint32 *datad, *lined; +PIX *pixd; + + PROCNAME("fpixConvertToPix"); + + if (!fpixs) + return (PIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (negvals != L_CLIP_TO_ZERO && negvals != L_TAKE_ABSVAL) + return (PIX *)ERROR_PTR("invalid negvals", procName, NULL); + if (outdepth != 0 && outdepth != 8 && outdepth != 16 && outdepth != 32) + return (PIX *)ERROR_PTR("outdepth not in {0,8,16,32}", procName, NULL); + + fpixGetDimensions(fpixs, &w, &h); + datas = fpixGetData(fpixs); + wpls = fpixGetWpl(fpixs); + + /* Adaptive determination of output depth */ + if (outdepth == 0) { + outdepth = 8; + for (i = 0; i < h && outdepth < 32; i++) { + lines = datas + i * wpls; + for (j = 0; j < w && outdepth < 32; j++) { + if (lines[j] > 65535.5) + outdepth = 32; + else if (lines[j] > 255.5) + outdepth = 16; + } + } + } + if (outdepth == 8) + maxval = 0xff; + else if (outdepth == 16) + maxval = 0xffff; + else /* outdepth == 32 */ + maxval = 0xffffffff; + + /* Gather statistics if %errorflag = TRUE */ + if (errorflag) { + l_int32 negs = 0; + l_int32 overvals = 0; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + val = lines[j]; + if (val < 0.0) + negs++; + else if (val > maxval) + overvals++; + } + } + if (negs > 0) + L_ERROR("Number of negative values: %d\n", procName, negs); + if (overvals > 0) + L_ERROR("Number of too-large values: %d\n", procName, overvals); + } + + /* Make the pix and convert the data */ + if ((pixd = pixCreate(w, h, outdepth)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = lines[j]; + if (val >= 0.0) + vald = (l_uint32)(val + 0.5); + else if (negvals == L_CLIP_TO_ZERO) /* and val < 0.0 */ + vald = 0; + else + vald = (l_uint32)(-val + 0.5); + if (vald > maxval) + vald = maxval; + + if (outdepth == 8) + SET_DATA_BYTE(lined, j, vald); + else if (outdepth == 16) + SET_DATA_TWO_BYTES(lined, j, vald); + else /* outdepth == 32 */ + SET_DATA_FOUR_BYTES(lined, j, vald); + } + } + + return pixd; +} + + +/*! + * \brief fpixDisplayMaxDynamicRange() + * + * \param[in] fpixs + * \return pixd 8 bpp, or NULL on error + */ +PIX * +fpixDisplayMaxDynamicRange(FPIX *fpixs) +{ +l_uint8 dval; +l_int32 i, j, w, h, wpls, wpld; +l_float32 factor, sval, maxval; +l_float32 *lines, *datas; +l_uint32 *lined, *datad; +PIX *pixd; + + PROCNAME("fpixDisplayMaxDynamicRange"); + + if (!fpixs) + return (PIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + fpixGetDimensions(fpixs, &w, &h); + datas = fpixGetData(fpixs); + wpls = fpixGetWpl(fpixs); + + maxval = 0.0; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + sval = *(lines + j); + if (sval > maxval) + maxval = sval; + } + } + + pixd = pixCreate(w, h, 8); + if (maxval == 0.0) + return pixd; /* all pixels are 0 */ + + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + factor = 255. / maxval; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + sval = *(lines + j); + if (sval < 0.0) sval = 0.0; + dval = (l_uint8)(factor * sval + 0.5); + SET_DATA_BYTE(lined, j, dval); + } + } + + return pixd; +} + + +/*! + * \brief fpixConvertToDPix() + * + * \param[in] fpix + * \return dpix, or NULL on error + */ +DPIX * +fpixConvertToDPix(FPIX *fpix) +{ +l_int32 w, h, i, j, wpls, wpld; +l_float32 val; +l_float32 *datas, *lines; +l_float64 *datad, *lined; +DPIX *dpix; + + PROCNAME("fpixConvertToDPix"); + + if (!fpix) + return (DPIX *)ERROR_PTR("fpix not defined", procName, NULL); + + fpixGetDimensions(fpix, &w, &h); + if ((dpix = dpixCreate(w, h)) == NULL) + return (DPIX *)ERROR_PTR("dpix not made", procName, NULL); + + datas = fpixGetData(fpix); + datad = dpixGetData(dpix); + wpls = fpixGetWpl(fpix); + wpld = dpixGetWpl(dpix); /* 8 byte words */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = lines[j]; + lined[j] = val; + } + } + + return dpix; +} + + +/*! + * \brief dpixConvertToPix() + * + * \param[in] dpixs + * \param[in] outdepth 0, 8, 16 or 32 bpp + * \param[in] negvals L_CLIP_TO_ZERO, L_TAKE_ABSVAL + * \param[in] errorflag 1 to output error stats; 0 otherwise + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Use %outdepth = 0 to programmatically determine the
+ *          output depth.  If no values are greater than 255,
+ *          it will set outdepth = 8; otherwise to 16 or 32.
+ *      (2) Because we are converting a float to an unsigned int
+ *          with a specified dynamic range (8, 16 or 32 bits), errors
+ *          can occur.  If errorflag == TRUE, output the number
+ *          of values out of range, both negative and positive.
+ *      (3) If a pixel value is positive and out of range, clip to
+ *          the maximum value represented at the outdepth of 8, 16
+ *          or 32 bits.
+ *
+ */ +PIX * +dpixConvertToPix(DPIX *dpixs, + l_int32 outdepth, + l_int32 negvals, + l_int32 errorflag) +{ +l_int32 w, h, i, j, wpls, wpld, maxval; +l_uint32 vald; +l_float64 val; +l_float64 *datas, *lines; +l_uint32 *datad, *lined; +PIX *pixd; + + PROCNAME("dpixConvertToPix"); + + if (!dpixs) + return (PIX *)ERROR_PTR("dpixs not defined", procName, NULL); + if (negvals != L_CLIP_TO_ZERO && negvals != L_TAKE_ABSVAL) + return (PIX *)ERROR_PTR("invalid negvals", procName, NULL); + if (outdepth != 0 && outdepth != 8 && outdepth != 16 && outdepth != 32) + return (PIX *)ERROR_PTR("outdepth not in {0,8,16,32}", procName, NULL); + + dpixGetDimensions(dpixs, &w, &h); + datas = dpixGetData(dpixs); + wpls = dpixGetWpl(dpixs); + + /* Adaptive determination of output depth */ + if (outdepth == 0) { + outdepth = 8; + for (i = 0; i < h && outdepth < 32; i++) { + lines = datas + i * wpls; + for (j = 0; j < w && outdepth < 32; j++) { + if (lines[j] > 65535.5) + outdepth = 32; + else if (lines[j] > 255.5) + outdepth = 16; + } + } + } + maxval = 0xff; + if (outdepth == 16) + maxval = 0xffff; + else /* outdepth == 32 */ + maxval = 0xffffffff; + + /* Gather statistics if %errorflag = TRUE */ + if (errorflag) { + l_int32 negs = 0; + l_int32 overvals = 0; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + for (j = 0; j < w; j++) { + val = lines[j]; + if (val < 0.0) + negs++; + else if (val > maxval) + overvals++; + } + } + if (negs > 0) + L_ERROR("Number of negative values: %d\n", procName, negs); + if (overvals > 0) + L_ERROR("Number of too-large values: %d\n", procName, overvals); + } + + /* Make the pix and convert the data */ + if ((pixd = pixCreate(w, h, outdepth)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = lines[j]; + if (val >= 0.0) { + vald = (l_uint32)(val + 0.5); + } else { /* val < 0.0 */ + if (negvals == L_CLIP_TO_ZERO) + vald = 0; + else + vald = (l_uint32)(-val + 0.5); + } + if (vald > maxval) + vald = maxval; + if (outdepth == 8) + SET_DATA_BYTE(lined, j, vald); + else if (outdepth == 16) + SET_DATA_TWO_BYTES(lined, j, vald); + else /* outdepth == 32 */ + SET_DATA_FOUR_BYTES(lined, j, vald); + } + } + + return pixd; +} + + +/*! + * \brief dpixConvertToFPix() + * + * \param[in] dpix + * \return fpix, or NULL on error + */ +FPIX * +dpixConvertToFPix(DPIX *dpix) +{ +l_int32 w, h, i, j, wpls, wpld; +l_float64 val; +l_float32 *datad, *lined; +l_float64 *datas, *lines; +FPIX *fpix; + + PROCNAME("dpixConvertToFPix"); + + if (!dpix) + return (FPIX *)ERROR_PTR("dpix not defined", procName, NULL); + + dpixGetDimensions(dpix, &w, &h); + if ((fpix = fpixCreate(w, h)) == NULL) + return (FPIX *)ERROR_PTR("fpix not made", procName, NULL); + + datas = dpixGetData(dpix); + datad = fpixGetData(fpix); + wpls = dpixGetWpl(dpix); /* 8 byte words */ + wpld = fpixGetWpl(fpix); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = lines[j]; + lined[j] = (l_float32)val; + } + } + + return fpix; +} + + + +/*--------------------------------------------------------------------* + * Min/max value * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixGetMin() + * + * \param[in] fpix + * \param[out] pminval [optional] min value + * \param[out] pxminloc [optional] x location of min + * \param[out] pyminloc [optional] y location of min + * \return 0 if OK; 1 on error + */ +l_ok +fpixGetMin(FPIX *fpix, + l_float32 *pminval, + l_int32 *pxminloc, + l_int32 *pyminloc) +{ +l_int32 i, j, w, h, wpl, xminloc, yminloc; +l_float32 *data, *line; +l_float32 minval; + + PROCNAME("fpixGetMin"); + + if (!pminval && !pxminloc && !pyminloc) + return ERROR_INT("no return val requested", procName, 1); + if (pminval) *pminval = 0.0; + if (pxminloc) *pxminloc = 0; + if (pyminloc) *pyminloc = 0; + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + minval = +1.0e20; + xminloc = 0; + yminloc = 0; + fpixGetDimensions(fpix, &w, &h); + data = fpixGetData(fpix); + wpl = fpixGetWpl(fpix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + if (line[j] < minval) { + minval = line[j]; + xminloc = j; + yminloc = i; + } + } + } + + if (pminval) *pminval = minval; + if (pxminloc) *pxminloc = xminloc; + if (pyminloc) *pyminloc = yminloc; + return 0; +} + + +/*! + * \brief fpixGetMax() + * + * \param[in] fpix + * \param[out] pmaxval [optional] max value + * \param[out] pxmaxloc [optional] x location of max + * \param[out] pymaxloc [optional] y location of max + * \return 0 if OK; 1 on error + */ +l_ok +fpixGetMax(FPIX *fpix, + l_float32 *pmaxval, + l_int32 *pxmaxloc, + l_int32 *pymaxloc) +{ +l_int32 i, j, w, h, wpl, xmaxloc, ymaxloc; +l_float32 *data, *line; +l_float32 maxval; + + PROCNAME("fpixGetMax"); + + if (!pmaxval && !pxmaxloc && !pymaxloc) + return ERROR_INT("no return val requested", procName, 1); + if (pmaxval) *pmaxval = 0.0; + if (pxmaxloc) *pxmaxloc = 0; + if (pymaxloc) *pymaxloc = 0; + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + maxval = -1.0e20; + xmaxloc = 0; + ymaxloc = 0; + fpixGetDimensions(fpix, &w, &h); + data = fpixGetData(fpix); + wpl = fpixGetWpl(fpix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + if (line[j] > maxval) { + maxval = line[j]; + xmaxloc = j; + ymaxloc = i; + } + } + } + + if (pmaxval) *pmaxval = maxval; + if (pxmaxloc) *pxmaxloc = xmaxloc; + if (pymaxloc) *pymaxloc = ymaxloc; + return 0; +} + + +/*! + * \brief dpixGetMin() + * + * \param[in] dpix + * \param[out] pminval [optional] min value + * \param[out] pxminloc [optional] x location of min + * \param[out] pyminloc [optional] y location of min + * \return 0 if OK; 1 on error + */ +l_ok +dpixGetMin(DPIX *dpix, + l_float64 *pminval, + l_int32 *pxminloc, + l_int32 *pyminloc) +{ +l_int32 i, j, w, h, wpl, xminloc, yminloc; +l_float64 *data, *line; +l_float64 minval; + + PROCNAME("dpixGetMin"); + + if (!pminval && !pxminloc && !pyminloc) + return ERROR_INT("no return val requested", procName, 1); + if (pminval) *pminval = 0.0; + if (pxminloc) *pxminloc = 0; + if (pyminloc) *pyminloc = 0; + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + minval = +1.0e300; + xminloc = 0; + yminloc = 0; + dpixGetDimensions(dpix, &w, &h); + data = dpixGetData(dpix); + wpl = dpixGetWpl(dpix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + if (line[j] < minval) { + minval = line[j]; + xminloc = j; + yminloc = i; + } + } + } + + if (pminval) *pminval = minval; + if (pxminloc) *pxminloc = xminloc; + if (pyminloc) *pyminloc = yminloc; + return 0; +} + + +/*! + * \brief dpixGetMax() + * + * \param[in] dpix + * \param[out] pmaxval [optional] max value + * \param[out] pxmaxloc [optional] x location of max + * \param[out] pymaxloc [optional] y location of max + * \return 0 if OK; 1 on error + */ +l_ok +dpixGetMax(DPIX *dpix, + l_float64 *pmaxval, + l_int32 *pxmaxloc, + l_int32 *pymaxloc) +{ +l_int32 i, j, w, h, wpl, xmaxloc, ymaxloc; +l_float64 *data, *line; +l_float64 maxval; + + PROCNAME("dpixGetMax"); + + if (!pmaxval && !pxmaxloc && !pymaxloc) + return ERROR_INT("no return val requested", procName, 1); + if (pmaxval) *pmaxval = 0.0; + if (pxmaxloc) *pxmaxloc = 0; + if (pymaxloc) *pymaxloc = 0; + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + maxval = -1.0e20; + xmaxloc = 0; + ymaxloc = 0; + dpixGetDimensions(dpix, &w, &h); + data = dpixGetData(dpix); + wpl = dpixGetWpl(dpix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + if (line[j] > maxval) { + maxval = line[j]; + xmaxloc = j; + ymaxloc = i; + } + } + } + + if (pmaxval) *pmaxval = maxval; + if (pxmaxloc) *pxmaxloc = xmaxloc; + if (pymaxloc) *pymaxloc = ymaxloc; + return 0; +} + + +/*--------------------------------------------------------------------* + * Special integer scaling * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixScaleByInteger() + * + * \param[in] fpixs typically low resolution + * \param[in] factor integer scaling factor + * \return fpixd interpolated result, or NULL on error + * + * 
+ * Notes:
+ *      (1) The width wd of fpixd is related to ws of fpixs by:
+ *              wd = factor * (ws - 1) + 1   (and ditto for the height)
+ *          We avoid special-casing boundary pixels in the interpolation
+ *          by constructing fpixd by inserting (factor - 1) interpolated
+ *          pixels between each pixel in fpixs.  Then
+ *               wd = ws + (ws - 1) * (factor - 1)    (same as above)
+ *          This also has the advantage that if we subsample by %factor,
+ *          throwing out all the interpolated pixels, we regain the
+ *          original low resolution fpix.
+ *
+ */ +FPIX * +fpixScaleByInteger(FPIX *fpixs, + l_int32 factor) +{ +l_int32 i, j, k, m, ws, hs, wd, hd, wpls, wpld; +l_float32 val0, val1, val2, val3; +l_float32 *datas, *datad, *lines, *lined, *fract; +FPIX *fpixd; + + PROCNAME("fpixScaleByInteger"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + fpixGetDimensions(fpixs, &ws, &hs); + wd = factor * (ws - 1) + 1; + hd = factor * (hs - 1) + 1; + fpixd = fpixCreate(wd, hd); + datas = fpixGetData(fpixs); + datad = fpixGetData(fpixd); + wpls = fpixGetWpl(fpixs); + wpld = fpixGetWpl(fpixd); + fract = (l_float32 *)LEPT_CALLOC(factor, sizeof(l_float32)); + for (i = 0; i < factor; i++) + fract[i] = i / (l_float32)factor; + for (i = 0; i < hs - 1; i++) { + lines = datas + i * wpls; + for (j = 0; j < ws - 1; j++) { + val0 = lines[j]; + val1 = lines[j + 1]; + val2 = lines[wpls + j]; + val3 = lines[wpls + j + 1]; + for (k = 0; k < factor; k++) { /* rows of sub-block */ + lined = datad + (i * factor + k) * wpld; + for (m = 0; m < factor; m++) { /* cols of sub-block */ + lined[j * factor + m] = + val0 * (1.0 - fract[m]) * (1.0 - fract[k]) + + val1 * fract[m] * (1.0 - fract[k]) + + val2 * (1.0 - fract[m]) * fract[k] + + val3 * fract[m] * fract[k]; + } + } + } + } + + /* Do the right-most column of fpixd, skipping LR corner */ + for (i = 0; i < hs - 1; i++) { + lines = datas + i * wpls; + val0 = lines[ws - 1]; + val1 = lines[wpls + ws - 1]; + for (k = 0; k < factor; k++) { + lined = datad + (i * factor + k) * wpld; + lined[wd - 1] = val0 * (1.0 - fract[k]) + val1 * fract[k]; + } + } + + /* Do the bottom-most row of fpixd */ + lines = datas + (hs - 1) * wpls; + lined = datad + (hd - 1) * wpld; + for (j = 0; j < ws - 1; j++) { + val0 = lines[j]; + val1 = lines[j + 1]; + for (m = 0; m < factor; m++) + lined[j * factor + m] = val0 * (1.0 - fract[m]) + val1 * fract[m]; + lined[wd - 1] = lines[ws - 1]; /* LR corner */ + } + + LEPT_FREE(fract); + return fpixd; +} + + +/*! + * \brief dpixScaleByInteger() + * + * \param[in] dpixs typically low resolution + * \param[in] factor integer scaling factor + * \return dpixd interpolated result, or NULL on error + * + * 
+ * Notes:
+ *      (1) The width wd of dpixd is related to ws of dpixs by:
+ *              wd = factor * (ws - 1) + 1   (and ditto for the height)
+ *          We avoid special-casing boundary pixels in the interpolation
+ *          by constructing fpixd by inserting (factor - 1) interpolated
+ *          pixels between each pixel in fpixs.  Then
+ *               wd = ws + (ws - 1) * (factor - 1)    (same as above)
+ *          This also has the advantage that if we subsample by %factor,
+ *          throwing out all the interpolated pixels, we regain the
+ *          original low resolution dpix.
+ *
+ */ +DPIX * +dpixScaleByInteger(DPIX *dpixs, + l_int32 factor) +{ +l_int32 i, j, k, m, ws, hs, wd, hd, wpls, wpld; +l_float64 val0, val1, val2, val3; +l_float64 *datas, *datad, *lines, *lined, *fract; +DPIX *dpixd; + + PROCNAME("dpixScaleByInteger"); + + if (!dpixs) + return (DPIX *)ERROR_PTR("dpixs not defined", procName, NULL); + + dpixGetDimensions(dpixs, &ws, &hs); + wd = factor * (ws - 1) + 1; + hd = factor * (hs - 1) + 1; + dpixd = dpixCreate(wd, hd); + datas = dpixGetData(dpixs); + datad = dpixGetData(dpixd); + wpls = dpixGetWpl(dpixs); + wpld = dpixGetWpl(dpixd); + fract = (l_float64 *)LEPT_CALLOC(factor, sizeof(l_float64)); + for (i = 0; i < factor; i++) + fract[i] = i / (l_float64)factor; + for (i = 0; i < hs - 1; i++) { + lines = datas + i * wpls; + for (j = 0; j < ws - 1; j++) { + val0 = lines[j]; + val1 = lines[j + 1]; + val2 = lines[wpls + j]; + val3 = lines[wpls + j + 1]; + for (k = 0; k < factor; k++) { /* rows of sub-block */ + lined = datad + (i * factor + k) * wpld; + for (m = 0; m < factor; m++) { /* cols of sub-block */ + lined[j * factor + m] = + val0 * (1.0 - fract[m]) * (1.0 - fract[k]) + + val1 * fract[m] * (1.0 - fract[k]) + + val2 * (1.0 - fract[m]) * fract[k] + + val3 * fract[m] * fract[k]; + } + } + } + } + + /* Do the right-most column of dpixd, skipping LR corner */ + for (i = 0; i < hs - 1; i++) { + lines = datas + i * wpls; + val0 = lines[ws - 1]; + val1 = lines[wpls + ws - 1]; + for (k = 0; k < factor; k++) { + lined = datad + (i * factor + k) * wpld; + lined[wd - 1] = val0 * (1.0 - fract[k]) + val1 * fract[k]; + } + } + + /* Do the bottom-most row of dpixd */ + lines = datas + (hs - 1) * wpls; + lined = datad + (hd - 1) * wpld; + for (j = 0; j < ws - 1; j++) { + val0 = lines[j]; + val1 = lines[j + 1]; + for (m = 0; m < factor; m++) + lined[j * factor + m] = val0 * (1.0 - fract[m]) + val1 * fract[m]; + lined[wd - 1] = lines[ws - 1]; /* LR corner */ + } + + LEPT_FREE(fract); + return dpixd; +} + + +/*--------------------------------------------------------------------* + * Arithmetic operations * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixLinearCombination() + * + * \param[in] fpixd [optional] this can be null, equal to fpixs1, or + * different from fpixs1 + * \param[in] fpixs1 can be equal to fpixd + * \param[in] fpixs2 + * \param[in] a, b multiplication factors on fpixs1 and fpixs2, rsp. + * \return fpixd always + * + * 
+ * Notes:
+ *      (1) Computes pixelwise linear combination: a * src1 + b * src2
+ *      (2) Alignment is to UL corner.
+ *      (3) There are 3 cases.  The result can go to a new dest,
+ *          in-place to fpixs1, or to an existing input dest:
+ *          * fpixd == null:   (src1 + src2) --> new fpixd
+ *          * fpixd == fpixs1:  (src1 + src2) --> src1  (in-place)
+ *          * fpixd != fpixs1: (src1 + src2) --> input fpixd
+ *      (4) fpixs2 must be different from both fpixd and fpixs1.
+ *
+ */ +FPIX * +fpixLinearCombination(FPIX *fpixd, + FPIX *fpixs1, + FPIX *fpixs2, + l_float32 a, + l_float32 b) +{ +l_int32 i, j, ws, hs, w, h, wpls, wpld; +l_float32 *datas, *datad, *lines, *lined; + + PROCNAME("fpixLinearCombination"); + + if (!fpixs1) + return (FPIX *)ERROR_PTR("fpixs1 not defined", procName, fpixd); + if (!fpixs2) + return (FPIX *)ERROR_PTR("fpixs2 not defined", procName, fpixd); + if (fpixs1 == fpixs2) + return (FPIX *)ERROR_PTR("fpixs1 == fpixs2", procName, fpixd); + if (fpixs2 == fpixd) + return (FPIX *)ERROR_PTR("fpixs2 == fpixd", procName, fpixd); + + if (fpixs1 != fpixd) + fpixd = fpixCopy(fpixd, fpixs1); + + datas = fpixGetData(fpixs2); + datad = fpixGetData(fpixd); + wpls = fpixGetWpl(fpixs2); + wpld = fpixGetWpl(fpixd); + fpixGetDimensions(fpixs2, &ws, &hs); + fpixGetDimensions(fpixd, &w, &h); + w = L_MIN(ws, w); + h = L_MIN(hs, h); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) + lined[j] = a * lined[j] + b * lines[j]; + } + + return fpixd; +} + + +/*! + * \brief fpixAddMultConstant() + * + * \param[in] fpix + * \param[in] addc use 0.0 to skip the operation + * \param[in] multc use 1.0 to skip the operation + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) It can be used to multiply each pixel by a constant,
+ *          and also to add a constant to each pixel.  Multiplication
+ *          is done first.
+ *
+ */ +l_ok +fpixAddMultConstant(FPIX *fpix, + l_float32 addc, + l_float32 multc) +{ +l_int32 i, j, w, h, wpl; +l_float32 *line, *data; + + PROCNAME("fpixAddMultConstant"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + if (addc == 0.0 && multc == 1.0) + return 0; + + fpixGetDimensions(fpix, &w, &h); + data = fpixGetData(fpix); + wpl = fpixGetWpl(fpix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + if (addc == 0.0) { + for (j = 0; j < w; j++) + line[j] *= multc; + } else if (multc == 1.0) { + for (j = 0; j < w; j++) + line[j] += addc; + } else { + for (j = 0; j < w; j++) { + line[j] = multc * line[j] + addc; + } + } + } + + return 0; +} + + +/*! + * \brief dpixLinearCombination() + * + * \param[in] dpixd [optional] this can be null, equal to dpixs1, or + * different from dpixs1 + * \param[in] dpixs1 can be equal to dpixd + * \param[in] dpixs2 + * \param[in] a, b multiplication factors on dpixs1 and dpixs2, rsp. + * \return dpixd always + * + * 
+ * Notes:
+ *      (1) Computes pixelwise linear combination: a * src1 + b * src2
+ *      (2) Alignment is to UL corner.
+ *      (3) There are 3 cases.  The result can go to a new dest,
+ *          in-place to dpixs1, or to an existing input dest:
+ *          * dpixd == null:   (src1 + src2) --> new dpixd
+ *          * dpixd == dpixs1:  (src1 + src2) --> src1  (in-place)
+ *          * dpixd != dpixs1: (src1 + src2) --> input dpixd
+ *      (4) dpixs2 must be different from both dpixd and dpixs1.
+ *
+ */ +DPIX * +dpixLinearCombination(DPIX *dpixd, + DPIX *dpixs1, + DPIX *dpixs2, + l_float32 a, + l_float32 b) +{ +l_int32 i, j, ws, hs, w, h, wpls, wpld; +l_float64 *datas, *datad, *lines, *lined; + + PROCNAME("dpixLinearCombination"); + + if (!dpixs1) + return (DPIX *)ERROR_PTR("dpixs1 not defined", procName, dpixd); + if (!dpixs2) + return (DPIX *)ERROR_PTR("dpixs2 not defined", procName, dpixd); + if (dpixs1 == dpixs2) + return (DPIX *)ERROR_PTR("dpixs1 == dpixs2", procName, dpixd); + if (dpixs2 == dpixd) + return (DPIX *)ERROR_PTR("dpixs2 == dpixd", procName, dpixd); + + if (dpixs1 != dpixd) + dpixd = dpixCopy(dpixd, dpixs1); + + datas = dpixGetData(dpixs2); + datad = dpixGetData(dpixd); + wpls = dpixGetWpl(dpixs2); + wpld = dpixGetWpl(dpixd); + dpixGetDimensions(dpixs2, &ws, &hs); + dpixGetDimensions(dpixd, &w, &h); + w = L_MIN(ws, w); + h = L_MIN(hs, h); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) + lined[j] = a * lined[j] + b * lines[j]; + } + + return dpixd; +} + + +/*! + * \brief dpixAddMultConstant() + * + * \param[in] dpix + * \param[in] addc use 0.0 to skip the operation + * \param[in] multc use 1.0 to skip the operation + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) It can be used to multiply each pixel by a constant,
+ *          and also to add a constant to each pixel.  Multiplication
+ *          is done first.
+ *
+ */ +l_ok +dpixAddMultConstant(DPIX *dpix, + l_float64 addc, + l_float64 multc) +{ +l_int32 i, j, w, h, wpl; +l_float64 *line, *data; + + PROCNAME("dpixAddMultConstant"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + if (addc == 0.0 && multc == 1.0) + return 0; + + dpixGetDimensions(dpix, &w, &h); + data = dpixGetData(dpix); + wpl = dpixGetWpl(dpix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + if (addc == 0.0) { + for (j = 0; j < w; j++) + line[j] *= multc; + } else if (multc == 1.0) { + for (j = 0; j < w; j++) + line[j] += addc; + } else { + for (j = 0; j < w; j++) + line[j] = multc * line[j] + addc; + } + } + + return 0; +} + + +/*--------------------------------------------------------------------* + * Set all * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixSetAllArbitrary() + * + * \param[in] fpix + * \param[in] inval to set at each pixel + * \return 0 if OK, 1 on error + */ +l_ok +fpixSetAllArbitrary(FPIX *fpix, + l_float32 inval) +{ +l_int32 i, j, w, h; +l_float32 *data, *line; + + PROCNAME("fpixSetAllArbitrary"); + + if (!fpix) + return ERROR_INT("fpix not defined", procName, 1); + + fpixGetDimensions(fpix, &w, &h); + data = fpixGetData(fpix); + for (i = 0; i < h; i++) { + line = data + i * w; + for (j = 0; j < w; j++) + *(line + j) = inval; + } + + return 0; +} + + +/*! + * \brief dpixSetAllArbitrary() + * + * \param[in] dpix + * \param[in] inval to set at each pixel + * \return 0 if OK, 1 on error + */ +l_ok +dpixSetAllArbitrary(DPIX *dpix, + l_float64 inval) +{ +l_int32 i, j, w, h; +l_float64 *data, *line; + + PROCNAME("dpixSetAllArbitrary"); + + if (!dpix) + return ERROR_INT("dpix not defined", procName, 1); + + dpixGetDimensions(dpix, &w, &h); + data = dpixGetData(dpix); + for (i = 0; i < h; i++) { + line = data + i * w; + for (j = 0; j < w; j++) + *(line + j) = inval; + } + + return 0; +} + + +/*--------------------------------------------------------------------* + * Border functions * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixAddBorder() + * + * \param[in] fpixs + * \param[in] left, right, top, bot pixels on each side to be added + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Adds border of '0' 32-bit pixels
+ *
+ */ +FPIX * +fpixAddBorder(FPIX *fpixs, + l_int32 left, + l_int32 right, + l_int32 top, + l_int32 bot) +{ +l_int32 ws, hs, wd, hd; +FPIX *fpixd; + + PROCNAME("fpixAddBorder"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + if (left <= 0 && right <= 0 && top <= 0 && bot <= 0) + return fpixCopy(NULL, fpixs); + fpixGetDimensions(fpixs, &ws, &hs); + wd = ws + left + right; + hd = hs + top + bot; + if ((fpixd = fpixCreate(wd, hd)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + + fpixCopyResolution(fpixd, fpixs); + fpixRasterop(fpixd, left, top, ws, hs, fpixs, 0, 0); + return fpixd; +} + + +/*! + * \brief fpixRemoveBorder() + * + * \param[in] fpixs + * \param[in] left, right, top, bot pixels on each side to be removed + * \return fpixd, or NULL on error + */ +FPIX * +fpixRemoveBorder(FPIX *fpixs, + l_int32 left, + l_int32 right, + l_int32 top, + l_int32 bot) +{ +l_int32 ws, hs, wd, hd; +FPIX *fpixd; + + PROCNAME("fpixRemoveBorder"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + if (left <= 0 && right <= 0 && top <= 0 && bot <= 0) + return fpixCopy(NULL, fpixs); + fpixGetDimensions(fpixs, &ws, &hs); + wd = ws - left - right; + hd = hs - top - bot; + if (wd <= 0 || hd <= 0) + return (FPIX *)ERROR_PTR("width & height not both > 0", procName, NULL); + if ((fpixd = fpixCreate(wd, hd)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + + fpixCopyResolution(fpixd, fpixs); + fpixRasterop(fpixd, 0, 0, wd, hd, fpixs, left, top); + return fpixd; +} + + + +/*! + * \brief fpixAddMirroredBorder() + * + * \param[in] fpixs + * \param[in] left, right, top, bot pixels on each side to be added + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixAddMirroredBorder() for situations of usage.
+ *
+ */ +FPIX * +fpixAddMirroredBorder(FPIX *fpixs, + l_int32 left, + l_int32 right, + l_int32 top, + l_int32 bot) +{ +l_int32 i, j, w, h; +FPIX *fpixd; + + PROCNAME("fpixAddMirroredBorder"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + fpixd = fpixAddBorder(fpixs, left, right, top, bot); + fpixGetDimensions(fpixs, &w, &h); + for (j = 0; j < left; j++) + fpixRasterop(fpixd, left - 1 - j, top, 1, h, + fpixd, left + j, top); + for (j = 0; j < right; j++) + fpixRasterop(fpixd, left + w + j, top, 1, h, + fpixd, left + w - 1 - j, top); + for (i = 0; i < top; i++) + fpixRasterop(fpixd, 0, top - 1 - i, left + w + right, 1, + fpixd, 0, top + i); + for (i = 0; i < bot; i++) + fpixRasterop(fpixd, 0, top + h + i, left + w + right, 1, + fpixd, 0, top + h - 1 - i); + + return fpixd; +} + + +/*! + * \brief fpixAddContinuedBorder() + * + * \param[in] fpixs + * \param[in] left, right, top, bot pixels on each side to be added + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This adds pixels on each side whose values are equal to
+ *          the value on the closest boundary pixel.
+ *
+ */ +FPIX * +fpixAddContinuedBorder(FPIX *fpixs, + l_int32 left, + l_int32 right, + l_int32 top, + l_int32 bot) +{ +l_int32 i, j, w, h; +FPIX *fpixd; + + PROCNAME("fpixAddContinuedBorder"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + fpixd = fpixAddBorder(fpixs, left, right, top, bot); + fpixGetDimensions(fpixs, &w, &h); + for (j = 0; j < left; j++) + fpixRasterop(fpixd, j, top, 1, h, fpixd, left, top); + for (j = 0; j < right; j++) + fpixRasterop(fpixd, left + w + j, top, 1, h, fpixd, left + w - 1, top); + for (i = 0; i < top; i++) + fpixRasterop(fpixd, 0, i, left + w + right, 1, fpixd, 0, top); + for (i = 0; i < bot; i++) + fpixRasterop(fpixd, 0, top + h + i, left + w + right, 1, + fpixd, 0, top + h - 1); + + return fpixd; +} + + +/*! + * \brief fpixAddSlopeBorder() + * + * \param[in] fpixs + * \param[in] left, right, top, bot pixels on each side to be added + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This adds pixels on each side whose values have a normal
+ *          derivative equal to the normal derivative at the boundary
+ *          of fpixs.
+ *
+ */ +FPIX * +fpixAddSlopeBorder(FPIX *fpixs, + l_int32 left, + l_int32 right, + l_int32 top, + l_int32 bot) +{ +l_int32 i, j, w, h, fullw, fullh; +l_float32 val1, val2, del; +FPIX *fpixd; + + PROCNAME("fpixAddSlopeBorder"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + fpixd = fpixAddBorder(fpixs, left, right, top, bot); + fpixGetDimensions(fpixs, &w, &h); + + /* Left */ + for (i = top; i < top + h; i++) { + fpixGetPixel(fpixd, left, i, &val1); + fpixGetPixel(fpixd, left + 1, i, &val2); + del = val1 - val2; + for (j = 0; j < left; j++) + fpixSetPixel(fpixd, j, i, val1 + del * (left - j)); + } + + /* Right */ + fullw = left + w + right; + for (i = top; i < top + h; i++) { + fpixGetPixel(fpixd, left + w - 1, i, &val1); + fpixGetPixel(fpixd, left + w - 2, i, &val2); + del = val1 - val2; + for (j = left + w; j < fullw; j++) + fpixSetPixel(fpixd, j, i, val1 + del * (j - left - w + 1)); + } + + /* Top */ + for (j = 0; j < fullw; j++) { + fpixGetPixel(fpixd, j, top, &val1); + fpixGetPixel(fpixd, j, top + 1, &val2); + del = val1 - val2; + for (i = 0; i < top; i++) + fpixSetPixel(fpixd, j, i, val1 + del * (top - i)); + } + + /* Bottom */ + fullh = top + h + bot; + for (j = 0; j < fullw; j++) { + fpixGetPixel(fpixd, j, top + h - 1, &val1); + fpixGetPixel(fpixd, j, top + h - 2, &val2); + del = val1 - val2; + for (i = top + h; i < fullh; i++) + fpixSetPixel(fpixd, j, i, val1 + del * (i - top - h + 1)); + } + + return fpixd; +} + + +/*--------------------------------------------------------------------* + * Simple rasterop * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixRasterop() + * + * \param[in] fpixd dest fpix + * \param[in] dx x val of UL corner of dest rectangle + * \param[in] dy y val of UL corner of dest rectangle + * \param[in] dw width of dest rectangle + * \param[in] dh height of dest rectangle + * \param[in] fpixs src fpix + * \param[in] sx x val of UL corner of src rectangle + * \param[in] sy y val of UL corner of src rectangle + * \return 0 if OK; 1 on error. + * + * 
+ * Notes:
+ *      (1) This is similar in structure to pixRasterop(), except
+ *          it only allows copying from the source into the destination.
+ *          For that reason, no op code is necessary.  Additionally,
+ *          all pixels are 32 bit words (float values), which makes
+ *          the copy very simple.
+ *      (2) Clipping of both src and dest fpix are done automatically.
+ *      (3) This allows in-place copying, without checking to see if
+ *          the result is valid:  use for in-place with caution!
+ *
+ */ +l_ok +fpixRasterop(FPIX *fpixd, + l_int32 dx, + l_int32 dy, + l_int32 dw, + l_int32 dh, + FPIX *fpixs, + l_int32 sx, + l_int32 sy) +{ +l_int32 fsw, fsh, fdw, fdh, dhangw, shangw, dhangh, shangh; +l_int32 i, j, wpls, wpld; +l_float32 *datas, *datad, *lines, *lined; + + PROCNAME("fpixRasterop"); + + if (!fpixs) + return ERROR_INT("fpixs not defined", procName, 1); + if (!fpixd) + return ERROR_INT("fpixd not defined", procName, 1); + + /* -------------------------------------------------------- * + * Clip to maximum rectangle with both src and dest * + * -------------------------------------------------------- */ + fpixGetDimensions(fpixs, &fsw, &fsh); + fpixGetDimensions(fpixd, &fdw, &fdh); + + /* First clip horizontally (sx, dx, dw) */ + if (dx < 0) { + sx -= dx; /* increase sx */ + dw += dx; /* reduce dw */ + dx = 0; + } + if (sx < 0) { + dx -= sx; /* increase dx */ + dw += sx; /* reduce dw */ + sx = 0; + } + dhangw = dx + dw - fdw; /* rect overhang of dest to right */ + if (dhangw > 0) + dw -= dhangw; /* reduce dw */ + shangw = sx + dw - fsw; /* rect overhang of src to right */ + if (shangw > 0) + dw -= shangw; /* reduce dw */ + + /* Then clip vertically (sy, dy, dh) */ + if (dy < 0) { + sy -= dy; /* increase sy */ + dh += dy; /* reduce dh */ + dy = 0; + } + if (sy < 0) { + dy -= sy; /* increase dy */ + dh += sy; /* reduce dh */ + sy = 0; + } + dhangh = dy + dh - fdh; /* rect overhang of dest below */ + if (dhangh > 0) + dh -= dhangh; /* reduce dh */ + shangh = sy + dh - fsh; /* rect overhang of src below */ + if (shangh > 0) + dh -= shangh; /* reduce dh */ + + /* if clipped entirely, quit */ + if ((dw <= 0) || (dh <= 0)) + return 0; + + /* -------------------------------------------------------- * + * Copy block of data * + * -------------------------------------------------------- */ + datas = fpixGetData(fpixs); + datad = fpixGetData(fpixd); + wpls = fpixGetWpl(fpixs); + wpld = fpixGetWpl(fpixd); + datas += sy * wpls + sx; /* at UL corner of block */ + datad += dy * wpld + dx; /* at UL corner of block */ + for (i = 0; i < dh; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < dw; j++) { + *lined = *lines; + lines++; + lined++; + } + } + + return 0; +} + + +/*--------------------------------------------------------------------* + * Rotation by multiples of 90 degrees * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixRotateOrth() + * + * \param[in] fpixs + * \param[in] quads 0-3; number of 90 degree cw rotations + * \return fpixd, or NULL on error + */ +FPIX * +fpixRotateOrth(FPIX *fpixs, + l_int32 quads) +{ + PROCNAME("fpixRotateOrth"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (quads < 0 || quads > 3) + return (FPIX *)ERROR_PTR("quads not in {0,1,2,3}", procName, NULL); + + if (quads == 0) + return fpixCopy(NULL, fpixs); + else if (quads == 1) + return fpixRotate90(fpixs, 1); + else if (quads == 2) + return fpixRotate180(NULL, fpixs); + else /* quads == 3 */ + return fpixRotate90(fpixs, -1); +} + + +/*! + * \brief fpixRotate180() + * + * \param[in] fpixd [optional] can be null, equal to fpixs, + * or different from fpixs + * \param[in] fpixs + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does a 180 rotation of the image about the center,
+ *          which is equivalent to a left-right flip about a vertical
+ *          line through the image center, followed by a top-bottom
+ *          flip about a horizontal line through the image center.
+ *      (2) There are 3 cases for input:
+ *          (a) fpixd == null (creates a new fpixd)
+ *          (b) fpixd == fpixs (in-place operation)
+ *          (c) fpixd != fpixs (existing fpixd)
+ *      (3) For clarity, use these three patterns, respectively:
+ *          (a) fpixd = fpixRotate180(NULL, fpixs);
+ *          (b) fpixRotate180(fpixs, fpixs);
+ *          (c) fpixRotate180(fpixd, fpixs);
+ *
+ */ +FPIX * +fpixRotate180(FPIX *fpixd, + FPIX *fpixs) +{ + PROCNAME("fpixRotate180"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + /* Prepare pixd for in-place operation */ + if ((fpixd = fpixCopy(fpixd, fpixs)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + + fpixFlipLR(fpixd, fpixd); + fpixFlipTB(fpixd, fpixd); + return fpixd; +} + + +/*! + * \brief fpixRotate90() + * + * \param[in] fpixs + * \param[in] direction 1 = clockwise; -1 = counter-clockwise + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does a 90 degree rotation of the image about the center,
+ *          either cw or ccw, returning a new pix.
+ *      (2) The direction must be either 1 (cw) or -1 (ccw).
+ *
+ */ +FPIX * +fpixRotate90(FPIX *fpixs, + l_int32 direction) +{ +l_int32 i, j, wd, hd, wpls, wpld; +l_float32 *datas, *datad, *lines, *lined; +FPIX *fpixd; + + PROCNAME("fpixRotate90"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (direction != 1 && direction != -1) + return (FPIX *)ERROR_PTR("invalid direction", procName, NULL); + + fpixGetDimensions(fpixs, &hd, &wd); + if ((fpixd = fpixCreate(wd, hd)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + fpixCopyResolution(fpixd, fpixs); + + datas = fpixGetData(fpixs); + wpls = fpixGetWpl(fpixs); + datad = fpixGetData(fpixd); + wpld = fpixGetWpl(fpixd); + if (direction == 1) { /* clockwise */ + for (i = 0; i < hd; i++) { + lined = datad + i * wpld; + lines = datas + (wd - 1) * wpls; + for (j = 0; j < wd; j++) { + lined[j] = lines[i]; + lines -= wpls; + } + } + } else { /* ccw */ + for (i = 0; i < hd; i++) { + lined = datad + i * wpld; + lines = datas; + for (j = 0; j < wd; j++) { + lined[j] = lines[hd - 1 - i]; + lines += wpls; + } + } + } + + return fpixd; +} + + +/*! + * \brief pixFlipLR() + * + * \param[in] fpixd [optional] can be null, equal to fpixs, + * or different from fpixs + * \param[in] fpixs + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does a left-right flip of the image, which is
+ *          equivalent to a rotation out of the plane about a
+ *          vertical line through the image center.
+ *      (2) There are 3 cases for input:
+ *          (a) fpixd == null (creates a new fpixd)
+ *          (b) fpixd == fpixs (in-place operation)
+ *          (c) fpixd != fpixs (existing fpixd)
+ *      (3) For clarity, use these three patterns, respectively:
+ *          (a) fpixd = fpixFlipLR(NULL, fpixs);
+ *          (b) fpixFlipLR(fpixs, fpixs);
+ *          (c) fpixFlipLR(fpixd, fpixs);
+ *      (4) If an existing fpixd is not the same size as fpixs, the
+ *          image data will be reallocated.
+ *
+ */ +FPIX * +fpixFlipLR(FPIX *fpixd, + FPIX *fpixs) +{ +l_int32 i, j, w, h, wpl, bpl; +l_float32 *line, *data, *buffer; + + PROCNAME("fpixFlipLR"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + fpixGetDimensions(fpixs, &w, &h); + + /* Prepare fpixd for in-place operation */ + if ((fpixd = fpixCopy(fpixd, fpixs)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + + data = fpixGetData(fpixd); + wpl = fpixGetWpl(fpixd); /* 4-byte words */ + bpl = 4 * wpl; + if ((buffer = (l_float32 *)LEPT_CALLOC(wpl, sizeof(l_float32))) == NULL) { + fpixDestroy(&fpixd); + return (FPIX *)ERROR_PTR("buffer not made", procName, NULL); + } + for (i = 0; i < h; i++) { + line = data + i * wpl; + memcpy(buffer, line, bpl); + for (j = 0; j < w; j++) + line[j] = buffer[w - 1 - j]; + } + LEPT_FREE(buffer); + return fpixd; +} + + +/*! + * \brief fpixFlipTB() + * + * \param[in] fpixd [optional] can be null, equal to fpixs, + * or different from fpixs + * \param[in] fpixs + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does a top-bottom flip of the image, which is
+ *          equivalent to a rotation out of the plane about a
+ *          horizontal line through the image center.
+ *      (2) There are 3 cases for input:
+ *          (a) fpixd == null (creates a new fpixd)
+ *          (b) fpixd == fpixs (in-place operation)
+ *          (c) fpixd != fpixs (existing fpixd)
+ *      (3) For clarity, use these three patterns, respectively:
+ *          (a) fpixd = fpixFlipTB(NULL, fpixs);
+ *          (b) fpixFlipTB(fpixs, fpixs);
+ *          (c) fpixFlipTB(fpixd, fpixs);
+ *      (4) If an existing fpixd is not the same size as fpixs, the
+ *          image data will be reallocated.
+ *
+ */ +FPIX * +fpixFlipTB(FPIX *fpixd, + FPIX *fpixs) +{ +l_int32 i, k, h, h2, wpl, bpl; +l_float32 *linet, *lineb, *data, *buffer; + + PROCNAME("fpixFlipTB"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + + /* Prepare fpixd for in-place operation */ + if ((fpixd = fpixCopy(fpixd, fpixs)) == NULL) + return (FPIX *)ERROR_PTR("fpixd not made", procName, NULL); + + data = fpixGetData(fpixd); + wpl = fpixGetWpl(fpixd); + fpixGetDimensions(fpixd, NULL, &h); + if ((buffer = (l_float32 *)LEPT_CALLOC(wpl, sizeof(l_float32))) == NULL) { + fpixDestroy(&fpixd); + return (FPIX *)ERROR_PTR("buffer not made", procName, NULL); + } + h2 = h / 2; + bpl = 4 * wpl; + for (i = 0, k = h - 1; i < h2; i++, k--) { + linet = data + i * wpl; + lineb = data + k * wpl; + memcpy(buffer, linet, bpl); + memcpy(linet, lineb, bpl); + memcpy(lineb, buffer, bpl); + } + LEPT_FREE(buffer); + return fpixd; +} + + +/*--------------------------------------------------------------------* + * Affine and projective interpolated transforms * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixAffinePta() + * + * \param[in] fpixs 8 bpp + * \param[in] ptad 4 pts of final coordinate space + * \param[in] ptas 4 pts of initial coordinate space + * \param[in] border size of extension with constant normal derivative + * \param[in] inval value brought in; typ. 0 + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) If %border > 0, all four sides are extended by that distance,
+ *          and removed after the transformation is finished.  Pixels
+ *          that would be brought in to the trimmed result from outside
+ *          the extended region are assigned %inval.  The purpose of
+ *          extending the image is to avoid such assignments.
+ *      (2) On the other hand, you may want to give all pixels that
+ *          are brought in from outside fpixs a specific value.  In that
+ *          case, set %border == 0.
+ *
+ */ +FPIX * +fpixAffinePta(FPIX *fpixs, + PTA *ptad, + PTA *ptas, + l_int32 border, + l_float32 inval) +{ +l_float32 *vc; +PTA *ptas2, *ptad2; +FPIX *fpixs2, *fpixd, *fpixd2; + + PROCNAME("fpixAffinePta"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (!ptas) + return (FPIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (FPIX *)ERROR_PTR("ptad not defined", procName, NULL); + + /* If a border is to be added, also translate the ptas */ + if (border > 0) { + ptas2 = ptaTransform(ptas, border, border, 1.0, 1.0); + ptad2 = ptaTransform(ptad, border, border, 1.0, 1.0); + fpixs2 = fpixAddSlopeBorder(fpixs, border, border, border, border); + } else { + ptas2 = ptaClone(ptas); + ptad2 = ptaClone(ptad); + fpixs2 = fpixClone(fpixs); + } + + /* Get backwards transform from dest to src, and apply it */ + getAffineXformCoeffs(ptad2, ptas2, &vc); + fpixd2 = fpixAffine(fpixs2, vc, inval); + fpixDestroy(&fpixs2); + ptaDestroy(&ptas2); + ptaDestroy(&ptad2); + LEPT_FREE(vc); + + if (border == 0) + return fpixd2; + + /* Remove the added border */ + fpixd = fpixRemoveBorder(fpixd2, border, border, border, border); + fpixDestroy(&fpixd2); + return fpixd; +} + + +/*! + * \brief fpixAffine() + * + * \param[in] fpixs 8 bpp + * \param[in] vc vector of 8 coefficients for projective transformation + * \param[in] inval value brought in; typ. 0 + * \return fpixd, or NULL on error + */ +FPIX * +fpixAffine(FPIX *fpixs, + l_float32 *vc, + l_float32 inval) +{ +l_int32 i, j, w, h, wpld; +l_float32 val; +l_float32 *datas, *datad, *lined; +l_float32 x, y; +FPIX *fpixd; + + PROCNAME("fpixAffine"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + fpixGetDimensions(fpixs, &w, &h); + if (!vc) + return (FPIX *)ERROR_PTR("vc not defined", procName, NULL); + + datas = fpixGetData(fpixs); + fpixd = fpixCreateTemplate(fpixs); + fpixSetAllArbitrary(fpixd, inval); + datad = fpixGetData(fpixd); + wpld = fpixGetWpl(fpixd); + + /* Iterate over destination pixels */ + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + /* Compute float src pixel location corresponding to (i,j) */ + affineXformPt(vc, j, i, &x, &y); + linearInterpolatePixelFloat(datas, w, h, x, y, inval, &val); + *(lined + j) = val; + } + } + + return fpixd; +} + + +/*! + * \brief fpixProjectivePta() + * + * \param[in] fpixs 8 bpp + * \param[in] ptad 4 pts of final coordinate space + * \param[in] ptas 4 pts of initial coordinate space + * \param[in] border size of extension with constant normal derivative + * \param[in] inval value brought in; typ. 0 + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) If %border > 0, all four sides are extended by that distance,
+ *          and removed after the transformation is finished.  Pixels
+ *          that would be brought in to the trimmed result from outside
+ *          the extended region are assigned %inval.  The purpose of
+ *          extending the image is to avoid such assignments.
+ *      (2) On the other hand, you may want to give all pixels that
+ *          are brought in from outside fpixs a specific value.  In that
+ *          case, set %border == 0.
+ *
+ */ +FPIX * +fpixProjectivePta(FPIX *fpixs, + PTA *ptad, + PTA *ptas, + l_int32 border, + l_float32 inval) +{ +l_float32 *vc; +PTA *ptas2, *ptad2; +FPIX *fpixs2, *fpixd, *fpixd2; + + PROCNAME("fpixProjectivePta"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (!ptas) + return (FPIX *)ERROR_PTR("ptas not defined", procName, NULL); + if (!ptad) + return (FPIX *)ERROR_PTR("ptad not defined", procName, NULL); + + /* If a border is to be added, also translate the ptas */ + if (border > 0) { + ptas2 = ptaTransform(ptas, border, border, 1.0, 1.0); + ptad2 = ptaTransform(ptad, border, border, 1.0, 1.0); + fpixs2 = fpixAddSlopeBorder(fpixs, border, border, border, border); + } else { + ptas2 = ptaClone(ptas); + ptad2 = ptaClone(ptad); + fpixs2 = fpixClone(fpixs); + } + + /* Get backwards transform from dest to src, and apply it */ + getProjectiveXformCoeffs(ptad2, ptas2, &vc); + fpixd2 = fpixProjective(fpixs2, vc, inval); + fpixDestroy(&fpixs2); + ptaDestroy(&ptas2); + ptaDestroy(&ptad2); + LEPT_FREE(vc); + + if (border == 0) + return fpixd2; + + /* Remove the added border */ + fpixd = fpixRemoveBorder(fpixd2, border, border, border, border); + fpixDestroy(&fpixd2); + return fpixd; +} + + +/*! + * \brief fpixProjective() + * + * \param[in] fpixs 8 bpp + * \param[in] vc vector of 8 coefficients for projective transform + * \param[in] inval value brought in; typ. 0 + * \return fpixd, or NULL on error + */ +FPIX * +fpixProjective(FPIX *fpixs, + l_float32 *vc, + l_float32 inval) +{ +l_int32 i, j, w, h, wpld; +l_float32 val; +l_float32 *datas, *datad, *lined; +l_float32 x, y; +FPIX *fpixd; + + PROCNAME("fpixProjective"); + + if (!fpixs) + return (FPIX *)ERROR_PTR("fpixs not defined", procName, NULL); + fpixGetDimensions(fpixs, &w, &h); + if (!vc) + return (FPIX *)ERROR_PTR("vc not defined", procName, NULL); + + datas = fpixGetData(fpixs); + fpixd = fpixCreateTemplate(fpixs); + fpixSetAllArbitrary(fpixd, inval); + datad = fpixGetData(fpixd); + wpld = fpixGetWpl(fpixd); + + /* Iterate over destination pixels */ + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + /* Compute float src pixel location corresponding to (i,j) */ + projectiveXformPt(vc, j, i, &x, &y); + linearInterpolatePixelFloat(datas, w, h, x, y, inval, &val); + *(lined + j) = val; + } + } + + return fpixd; +} + + +/*! + * \brief linearInterpolatePixelFloat() + * + * \param[in] datas ptr to beginning of float image data + * \param[in] w, h dimensions of image + * \param[in] x, y floating pt location for evaluation + * \param[in] inval float value brought in from the outside when the + * input x,y location is outside the image + * \param[out] pval interpolated float value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a standard linear interpolation function.  It is
+ *          equivalent to area weighting on each component, and
+ *          avoids "jaggies" when rendering sharp edges.
+ *
+ */ +l_ok +linearInterpolatePixelFloat(l_float32 *datas, + l_int32 w, + l_int32 h, + l_float32 x, + l_float32 y, + l_float32 inval, + l_float32 *pval) +{ +l_int32 xpm, ypm, xp, yp, xf, yf; +l_float32 v00, v01, v10, v11; +l_float32 *lines; + + PROCNAME("linearInterpolatePixelFloat"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = inval; + if (!datas) + return ERROR_INT("datas not defined", procName, 1); + + /* Skip if off the edge */ + if (x < 0.0 || y < 0.0 || x > w - 2.0 || y > h - 2.0) + return 0; + + xpm = (l_int32)(16.0 * x + 0.5); + ypm = (l_int32)(16.0 * y + 0.5); + xp = xpm >> 4; + yp = ypm >> 4; + xf = xpm & 0x0f; + yf = ypm & 0x0f; + +#if DEBUG + if (xf < 0 || yf < 0) + fprintf(stderr, "xp = %d, yp = %d, xf = %d, yf = %d\n", xp, yp, xf, yf); +#endif /* DEBUG */ + + /* Interpolate by area weighting. */ + lines = datas + yp * w; + v00 = (16.0 - xf) * (16.0 - yf) * (*(lines + xp)); + v10 = xf * (16.0 - yf) * (*(lines + xp + 1)); + v01 = (16.0 - xf) * yf * (*(lines + w + xp)); + v11 = (l_float32)(xf) * yf * (*(lines + w + xp + 1)); + *pval = (v00 + v01 + v10 + v11) / 256.0; + return 0; +} + + +/*--------------------------------------------------------------------* + * Thresholding to 1 bpp Pix * + *--------------------------------------------------------------------*/ +/*! + * \brief fpixThresholdToPix() + * + * \param[in] fpix + * \param[in] thresh + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) For all values of fpix that are <= thresh, sets the pixel
+ *          in pixd to 1.
+ *
+ */ +PIX * +fpixThresholdToPix(FPIX *fpix, + l_float32 thresh) +{ +l_int32 i, j, w, h, wpls, wpld; +l_float32 *datas, *lines; +l_uint32 *datad, *lined; +PIX *pixd; + + PROCNAME("fpixThresholdToPix"); + + if (!fpix) + return (PIX *)ERROR_PTR("fpix not defined", procName, NULL); + + fpixGetDimensions(fpix, &w, &h); + datas = fpixGetData(fpix); + wpls = fpixGetWpl(fpix); + pixd = pixCreate(w, h, 1); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + if (lines[j] <= thresh) + SET_DATA_BIT(lined, j); + } + } + + return pixd; +} + + +/*--------------------------------------------------------------------* + * Generate function from components * + *--------------------------------------------------------------------*/ +/*! + * \brief pixComponentFunction() + * + * \param[in] pix 32 bpp rgb + * \param[in] rnum, gnum, bnum coefficients for numerator + * \param[in] rdenom, gdenom, bdenom coefficients for denominator + * \return fpixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This stores a function of the component values of each
+ *          input pixel in %fpixd.
+ *      (2) The function is a ratio of linear combinations of component values.
+ *          There are two special cases for denominator coefficients:
+ *          (a) The denominator is 1.0: input 0 for all denominator coefficients
+ *          (b) Only one component is used in the denominator: input 1.0
+ *              for that denominator component and 0.0 for the other two.
+ *      (3) If the denominator is 0, multiply by an arbitrary number that
+ *          is much larger than 1.  Choose 256 "arbitrarily".
+ *
+ *
+ */ +FPIX * +pixComponentFunction(PIX *pix, + l_float32 rnum, + l_float32 gnum, + l_float32 bnum, + l_float32 rdenom, + l_float32 gdenom, + l_float32 bdenom) +{ +l_int32 i, j, w, h, wpls, wpld, rval, gval, bval, zerodenom, onedenom; +l_float32 fnum, fdenom; +l_uint32 *datas, *lines; +l_float32 *datad, *lined, *recip; +FPIX *fpixd; + + PROCNAME("pixComponentFunction"); + + if (!pix || pixGetDepth(pix) != 32) + return (FPIX *)ERROR_PTR("pix undefined or not 32 bpp", procName, NULL); + + pixGetDimensions(pix, &w, &h, NULL); + datas = pixGetData(pix); + wpls = pixGetWpl(pix); + fpixd = fpixCreate(w, h); + datad = fpixGetData(fpixd); + wpld = fpixGetWpl(fpixd); + zerodenom = (rdenom == 0.0 && gdenom == 0.0 && bdenom == 0.0) ? 1: 0; + onedenom = ((rdenom == 1.0 && gdenom == 0.0 && bdenom == 0.0) || + (rdenom == 0.0 && gdenom == 1.0 && bdenom == 0.0) || + (rdenom == 0.0 && gdenom == 0.0 && bdenom == 1.0)) ? 1 : 0; + recip = NULL; + if (onedenom) { + recip = (l_float32 *)LEPT_CALLOC(256, sizeof(l_float32)); + recip[0] = 256; /* arbitrary large number */ + for (i = 1; i < 256; i++) + recip[i] = 1.0 / (l_float32)i; + } + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + if (zerodenom) { + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + lined[j] = rnum * rval + gnum * gval + bnum * bval; + } + } else if (onedenom && rdenom == 1.0) { + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + lined[j] + = recip[rval] * (rnum * rval + gnum * gval + bnum * bval); + } + } else if (onedenom && gdenom == 1.0) { + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + lined[j] + = recip[gval] * (rnum * rval + gnum * gval + bnum * bval); + } + } else if (onedenom && bdenom == 1.0) { + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + lined[j] + = recip[bval] * (rnum * rval + gnum * gval + bnum * bval); + } + } else { /* general case */ + for (j = 0; j < w; j++) { + extractRGBValues(lines[j], &rval, &gval, &bval); + fnum = rnum * rval + gnum * gval + bnum * bval; + fdenom = rdenom * rval + gdenom * gval + bdenom * bval; + lined[j] = (fdenom == 0) ? 256.0 * fnum : fnum / fdenom; + } + } + } + + LEPT_FREE(recip); + return fpixd; +} diff --git a/3rdparty/hgOCR/leptonica/gifio.c b/3rdparty/hgOCR/leptonica/gifio.c new file mode 100644 index 00000000..b3d15d40 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/gifio.c @@ -0,0 +1,675 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file gifio.c + * 
+ *
+ *    Reading gif
+ *          PIX            *pixReadStreamGif()
+ *          PIX            *pixReadMemGif()
+ *          static l_int32  gifReadFunc()
+ *          static PIX     *gifToPix()
+ *
+ *    Writing gif
+ *          l_int32         pixWriteStreamGif()
+ *          l_int32         pixWriteMemGif()
+ *          static l_int32  gifWriteFunc()
+ *          static l_int32  pixToGif()
+ *
+ *    The initial version of this module was generously contribued by
+ *    Antony Dovgal.
+ *
+ *    The functions that read and write from pix to gif-compressed memory,
+ *    using gif internal functions DGifOpen() and EGifOpen() that are
+ *    available in 5.1 and later, were contributed by Tobias Peirick.
+ *
+ *    Version information:
+ *
+ *    (1) This supports the gif library, version 5.1 or later, for which
+ *        gif read-from-mem and write-to-mem allow these operations
+ *        without writing temporary files.
+ *    (2) There has never been a gif stream interface.  For versions
+ *        before 5.1, it was necessary to use a file descriptor, and to
+ *        generate a file stream from the low-level descriptor.  With the
+ *        memory interface in 5.1 that can be used on all platforms, it
+ *        is no longer necessary to use any API code with file descriptors.
+ *    (3) The public interface changed with 5.0 and with 5.1, and we
+ *        no longer support 4.6.1 and 5.0.
+ *    (4) Version 5.1.2 came out on Jan 7, 2016.  Leptonica cannot
+ *        successfully read gif files that it writes with this version;
+ *        DGifSlurp() gets an internal error from an uninitialized array
+ *        and returns failure.  The problem was fixed in 5.1.3.
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include +#include "allheaders.h" + +/* --------------------------------------------------------------------*/ +#if HAVE_LIBGIF || HAVE_LIBUNGIF /* defined in environ.h */ +/* --------------------------------------------------------------------*/ + +#include "gif_lib.h" + + /* Interface that enables low-level GIF support for reading from memory */ +static PIX * gifToPix(GifFileType *gif); + /* Interface that enables low-level GIF support for writing to memory */ +static l_int32 pixToGif(PIX *pix, GifFileType *gif); + + /*! For in-memory decoding of GIF; 5.1+ */ +typedef struct GifReadBuffer +{ + size_t size; /*!< size of buffer */ + size_t pos; /*!< position relative to beginning of buffer */ + const l_uint8 *cdata; /*!< data in the buffer */ +} GifReadBuffer; + + /*! Low-level callback for in-memory decoding */ +static l_int32 gifReadFunc(GifFileType *gif, GifByteType *dest, + l_int32 bytesToRead); + /*! Low-level callback for in-memory encoding */ +static l_int32 gifWriteFunc(GifFileType *gif, const GifByteType *src, + l_int32 bytesToWrite); + + +/*---------------------------------------------------------------------* + * Reading gif * + *---------------------------------------------------------------------*/ +/*! + * \brief pixReadStreamGif() + * + * \param[in] fp file stream opened for reading + * \return pix, or NULL on error + */ +PIX * +pixReadStreamGif(FILE *fp) +{ +l_uint8 *filedata; +size_t filesize; +PIX *pix; + + PROCNAME("pixReadStreamGif"); + + if (!fp) + return (PIX *)ERROR_PTR("fp not defined", procName, NULL); + + /* Read data into memory from file */ + rewind(fp); + if ((filedata = l_binaryReadStream(fp, &filesize)) == NULL) + return (PIX *)ERROR_PTR("filedata not read", procName, NULL); + + /* Uncompress from memory */ + pix = pixReadMemGif(filedata, filesize); + LEPT_FREE(filedata); + if (!pix) + L_ERROR("failed to read gif from file data\n", procName); + return pix; +} + + +/*! + * \brief pixReadMemGif() + * + * \param[in] cdata const; gif-encoded + * \param[in] size bytes data + * \return pix, or NULL on error + * + * 
+ * Notes:
+ *     (1) For libgif version >= 5.1, this uses the DGifOpen() buffer
+ *         interface.  No temp files are required.
+ *     (2) For libgif version < 5.1, it was necessary to write the compressed
+ *         data to file and read it back, and we couldn't use the GNU
+ *         runtime extension fmemopen() because libgif doesn't have a file
+ *         stream interface.
+ *
+ */ +PIX * +pixReadMemGif(const l_uint8 *cdata, + size_t size) +{ +GifFileType *gif; +GifReadBuffer buffer; + + PROCNAME("pixReadMemGif"); + + /* 5.1+ and not 5.1.2 */ +#if (GIFLIB_MAJOR < 5 || (GIFLIB_MAJOR == 5 && GIFLIB_MINOR == 0)) + L_ERROR("Require giflib-5.1 or later\n", procName); + return NULL; +#endif /* < 5.1 */ +#if GIFLIB_MAJOR == 5 && GIFLIB_MINOR == 1 && GIFLIB_RELEASE == 2 /* 5.1.2 */ + L_ERROR("Can't use giflib-5.1.2; suggest 5.1.3 or later\n", procName); + return NULL; +#endif /* 5.1.2 */ + + if (!cdata) + return (PIX *)ERROR_PTR("cdata not defined", procName, NULL); + + buffer.cdata = cdata; + buffer.size = size; + buffer.pos = 0; + if ((gif = DGifOpen((void*)&buffer, gifReadFunc, NULL)) == NULL) + return (PIX *)ERROR_PTR("could not open gif stream from memory", + procName, NULL); + + return gifToPix(gif); +} + + +static l_int32 +gifReadFunc(GifFileType *gif, + GifByteType *dest, + l_int32 bytesToRead) +{ +GifReadBuffer *buffer; +l_int32 bytesRead; + + PROCNAME("gifReadFunc"); + + if ((buffer = (GifReadBuffer*)gif->UserData) == NULL) + return ERROR_INT("UserData not set", procName, -1); + + if(buffer->pos >= buffer->size || bytesToRead > buffer->size) + return -1; + + bytesRead = (buffer->pos < buffer->size - bytesToRead) + ? bytesToRead : buffer->size - buffer->pos; + memcpy(dest, buffer->cdata + buffer->pos, bytesRead); + buffer->pos += bytesRead; + return bytesRead; +} + + +/*! + * \brief gifToPix() + * + * \param[in] gif opened gif stream + * \return pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) This decodes the pix from the compressed gif stream and
+ *          closes the stream.
+ *      (2) It is static so that the stream is not exposed to clients.
+ *
+ */ +static PIX * +gifToPix(GifFileType *gif) +{ +l_int32 wpl, i, j, w, h, d, cindex, ncolors; +l_int32 rval, gval, bval; +l_uint32 *data, *line; +PIX *pixd; +PIXCMAP *cmap; +ColorMapObject *gif_cmap; +SavedImage si; +int giferr; + + PROCNAME("gifToPix"); + + /* Read all the data, but use only the first image found */ + if (DGifSlurp(gif) != GIF_OK) { + DGifCloseFile(gif, &giferr); + return (PIX *)ERROR_PTR("failed to read GIF data", procName, NULL); + } + + if (gif->SavedImages == NULL) { + DGifCloseFile(gif, &giferr); + return (PIX *)ERROR_PTR("no images found in GIF", procName, NULL); + } + + si = gif->SavedImages[0]; + w = si.ImageDesc.Width; + h = si.ImageDesc.Height; + if (w <= 0 || h <= 0) { + DGifCloseFile(gif, &giferr); + return (PIX *)ERROR_PTR("invalid image dimensions", procName, NULL); + } + + if (si.RasterBits == NULL) { + DGifCloseFile(gif, &giferr); + return (PIX *)ERROR_PTR("no raster data in GIF", procName, NULL); + } + + if (si.ImageDesc.ColorMap) { + /* private cmap for this image */ + gif_cmap = si.ImageDesc.ColorMap; + } else if (gif->SColorMap) { + /* global cmap for whole picture */ + gif_cmap = gif->SColorMap; + } else { + /* don't know where to take cmap from */ + DGifCloseFile(gif, &giferr); + return (PIX *)ERROR_PTR("color map is missing", procName, NULL); + } + + ncolors = gif_cmap->ColorCount; + if (ncolors <= 2) + d = 1; + else if (ncolors <= 4) + d = 2; + else if (ncolors <= 16) + d = 4; + else + d = 8; + if ((cmap = pixcmapCreate(d)) == NULL) { + DGifCloseFile(gif, &giferr); + return (PIX *)ERROR_PTR("cmap creation failed", procName, NULL); + } + + for (cindex = 0; cindex < ncolors; cindex++) { + rval = gif_cmap->Colors[cindex].Red; + gval = gif_cmap->Colors[cindex].Green; + bval = gif_cmap->Colors[cindex].Blue; + pixcmapAddColor(cmap, rval, gval, bval); + } + + if ((pixd = pixCreate(w, h, d)) == NULL) { + DGifCloseFile(gif, &giferr); + pixcmapDestroy(&cmap); + return (PIX *)ERROR_PTR("failed to allocate pixd", procName, NULL); + } + pixSetInputFormat(pixd, IFF_GIF); + pixSetColormap(pixd, cmap); + + wpl = pixGetWpl(pixd); + data = pixGetData(pixd); + for (i = 0; i < h; i++) { + line = data + i * wpl; + if (d == 1) { + for (j = 0; j < w; j++) { + if (si.RasterBits[i * w + j]) + SET_DATA_BIT(line, j); + } + } else if (d == 2) { + for (j = 0; j < w; j++) + SET_DATA_DIBIT(line, j, si.RasterBits[i * w + j]); + } else if (d == 4) { + for (j = 0; j < w; j++) + SET_DATA_QBIT(line, j, si.RasterBits[i * w + j]); + } else { /* d == 8 */ + for (j = 0; j < w; j++) + SET_DATA_BYTE(line, j, si.RasterBits[i * w + j]); + } + } + + /* Versions before 5.0 required un-interlacing to restore + * the raster lines to normal order if the image + * had been interlaced (for viewing in a browser): + if (gif->Image.Interlace) { + PIX *pixdi = pixUninterlaceGIF(pixd); + pixTransferAllData(pixd, &pixdi, 0, 0); + } + * This is no longer required. */ + + DGifCloseFile(gif, &giferr); + return pixd; +} + + +/*---------------------------------------------------------------------* + * Writing gif * + *---------------------------------------------------------------------*/ +/*! + * \brief pixWriteStreamGif() + * + * \param[in] fp file stream opened for writing + * \param[in] pix 1, 2, 4, 8, 16 or 32 bpp + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) All output gif have colormaps.  If the pix is 32 bpp rgb,
+ *          this quantizes the colors and writes out 8 bpp.
+ *          If the pix is 16 bpp grayscale, it converts to 8 bpp first.
+ *
+ */ +l_ok +pixWriteStreamGif(FILE *fp, + PIX *pix) +{ +l_uint8 *filedata; +size_t filebytes, nbytes; + + PROCNAME("pixWriteStreamGif"); + + if (!fp) + return ERROR_INT("stream not open", procName, 1); + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + + pixSetPadBits(pix, 0); + if (pixWriteMemGif(&filedata, &filebytes, pix) != 0) { + LEPT_FREE(filedata); + return ERROR_INT("failure to gif encode pix", procName, 1); + } + + rewind(fp); + nbytes = fwrite(filedata, 1, filebytes, fp); + LEPT_FREE(filedata); + if (nbytes != filebytes) + return ERROR_INT("write error", procName, 1); + return 0; +} + + +/*! + * \brief pixWriteMemGif() + * + * \param[out] pdata data of gif compressed image + * \param[out] psize size of returned data + * \param[in] pix + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See comments in pixReadMemGif()
+ *
+ */ +l_ok +pixWriteMemGif(l_uint8 **pdata, + size_t *psize, + PIX *pix) +{ +int giferr; +l_int32 result; +GifFileType *gif; +L_BBUFFER *buffer; + + PROCNAME("pixWriteMemGif"); + + /* 5.1+ and not 5.1.2 */ +#if (GIFLIB_MAJOR < 5 || (GIFLIB_MAJOR == 5 && GIFLIB_MINOR == 0)) + L_ERROR("Require giflib-5.1 or later\n", procName); + return 1; +#endif /* < 5.1 */ +#if GIFLIB_MAJOR == 5 && GIFLIB_MINOR == 1 && GIFLIB_RELEASE == 2 /* 5.1.2 */ + L_ERROR("Can't use giflib-5.1.2; suggest 5.1.3 or later\n", procName); + return 1; +#endif /* 5.1.2 */ + + if (!pdata) + return ERROR_INT("&data not defined", procName, 1 ); + *pdata = NULL; + if (!psize) + return ERROR_INT("&size not defined", procName, 1 ); + *psize = 0; + if (!pix) + return ERROR_INT("&pix not defined", procName, 1 ); + + if ((buffer = bbufferCreate(NULL, 0)) == NULL) + return ERROR_INT("failed to create buffer", procName, 1); + + if ((gif = EGifOpen((void*)buffer, gifWriteFunc, NULL)) == NULL) { + bbufferDestroy(&buffer); + return ERROR_INT("failed to create GIF image handle", procName, 1); + } + + result = pixToGif(pix, gif); + EGifCloseFile(gif, &giferr); + + if (result == 0) { + *pdata = bbufferDestroyAndSaveData(&buffer, psize); + } else { + bbufferDestroy(&buffer); + } + return result; +} + + +static l_int32 +gifWriteFunc(GifFileType *gif, + const GifByteType *src, + l_int32 bytesToWrite) +{ +L_BBUFFER *buffer; + + PROCNAME("gifWriteFunc"); + + if ((buffer = (L_BBUFFER*)gif->UserData) == NULL) + return ERROR_INT("UserData not set", procName, -1); + + if(bbufferRead(buffer, (l_uint8*)src, bytesToWrite) == 0) + return bytesToWrite; + return 0; +} + + +/*! + * \brief pixToGif() + * + * \param[in] pix 1, 2, 4, 8, 16 or 32 bpp + * \param[in] gif opened gif stream + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This encodes the pix to the gif stream. The stream is not
+ *          closed by this function.
+ *      (2) It is static to make this function private.
+ *
+ */ +static l_int32 +pixToGif(PIX *pix, + GifFileType *gif) +{ +char *text; +l_int32 wpl, i, j, w, h, d, ncolor, rval, gval, bval; +l_int32 gif_ncolor = 0; +l_uint32 *data, *line; +PIX *pixd; +PIXCMAP *cmap; +ColorMapObject *gif_cmap; +GifByteType *gif_line; + + PROCNAME("pixToGif"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!gif) + return ERROR_INT("gif not defined", procName, 1); + + d = pixGetDepth(pix); + if (d == 32) { + pixd = pixConvertRGBToColormap(pix, 1); + } else if (d > 1) { + pixd = pixConvertTo8(pix, TRUE); + } else { /* d == 1; make sure there's a colormap */ + pixd = pixClone(pix); + if (!pixGetColormap(pixd)) { + cmap = pixcmapCreate(1); + pixcmapAddColor(cmap, 255, 255, 255); + pixcmapAddColor(cmap, 0, 0, 0); + pixSetColormap(pixd, cmap); + } + } + + if (!pixd) + return ERROR_INT("failed to convert image to indexed", procName, 1); + d = pixGetDepth(pixd); + + if ((cmap = pixGetColormap(pixd)) == NULL) { + pixDestroy(&pixd); + return ERROR_INT("cmap is missing", procName, 1); + } + + /* 'Round' the number of gif colors up to a power of 2 */ + ncolor = pixcmapGetCount(cmap); + for (i = 0; i <= 8; i++) { + if ((1 << i) >= ncolor) { + gif_ncolor = (1 << i); + break; + } + } + if (gif_ncolor < 1) { + pixDestroy(&pixd); + return ERROR_INT("number of colors is invalid", procName, 1); + } + + /* Save the cmap colors in a gif_cmap */ + if ((gif_cmap = GifMakeMapObject(gif_ncolor, NULL)) == NULL) { + pixDestroy(&pixd); + return ERROR_INT("failed to create GIF color map", procName, 1); + } + for (i = 0; i < gif_ncolor; i++) { + rval = gval = bval = 0; + if (ncolor > 0) { + if (pixcmapGetColor(cmap, i, &rval, &gval, &bval) != 0) { + pixDestroy(&pixd); + GifFreeMapObject(gif_cmap); + return ERROR_INT("failed to get color from color map", + procName, 1); + } + ncolor--; + } + gif_cmap->Colors[i].Red = rval; + gif_cmap->Colors[i].Green = gval; + gif_cmap->Colors[i].Blue = bval; + } + + pixGetDimensions(pixd, &w, &h, NULL); + if (EGifPutScreenDesc(gif, w, h, gif_cmap->BitsPerPixel, 0, gif_cmap) + != GIF_OK) { + pixDestroy(&pixd); + GifFreeMapObject(gif_cmap); + return ERROR_INT("failed to write screen description", procName, 1); + } + GifFreeMapObject(gif_cmap); /* not needed after this point */ + + if (EGifPutImageDesc(gif, 0, 0, w, h, FALSE, NULL) != GIF_OK) { + pixDestroy(&pixd); + return ERROR_INT("failed to image screen description", procName, 1); + } + + data = pixGetData(pixd); + wpl = pixGetWpl(pixd); + if (d != 1 && d != 2 && d != 4 && d != 8) { + pixDestroy(&pixd); + return ERROR_INT("image depth is not in {1, 2, 4, 8}", procName, 1); + } + + if ((gif_line = (GifByteType *)LEPT_CALLOC(sizeof(GifByteType), w)) + == NULL) { + pixDestroy(&pixd); + return ERROR_INT("mem alloc fail for data line", procName, 1); + } + + for (i = 0; i < h; i++) { + line = data + i * wpl; + /* Gif's way of setting the raster line up for compression */ + for (j = 0; j < w; j++) { + switch(d) + { + case 8: + gif_line[j] = GET_DATA_BYTE(line, j); + break; + case 4: + gif_line[j] = GET_DATA_QBIT(line, j); + break; + case 2: + gif_line[j] = GET_DATA_DIBIT(line, j); + break; + case 1: + gif_line[j] = GET_DATA_BIT(line, j); + break; + } + } + + /* Compress and save the line */ + if (EGifPutLine(gif, gif_line, w) != GIF_OK) { + LEPT_FREE(gif_line); + pixDestroy(&pixd); + return ERROR_INT("failed to write data line into GIF", procName, 1); + } + } + + /* Write a text comment. This must be placed after writing the + * data (!!) Note that because libgif does not provide a function + * for reading comments from file, you will need another way + * to read comments. */ + if ((text = pixGetText(pix)) != NULL) { + if (EGifPutComment(gif, text) != GIF_OK) + L_WARNING("gif comment not written\n", procName); + } + + LEPT_FREE(gif_line); + pixDestroy(&pixd); + return 0; +} + + +#if 0 +/*---------------------------------------------------------------------* + * Removing interlacing (reference only; not used) * + *---------------------------------------------------------------------*/ + /* GIF supports 4-way interlacing by raster lines. + * Before 5.0, it was necessary for leptonica to restore interlaced + * data to normal raster order when reading to a pix. With 5.0, + * the de-interlacing is done by the library read function. + * It is here only as a reference. */ +static const l_int32 InterlacedOffset[] = {0, 4, 2, 1}; +static const l_int32 InterlacedJumps[] = {8, 8, 4, 2}; + +static PIX * +pixUninterlaceGIF(PIX *pixs) +{ +l_int32 w, h, d, wpl, j, k, srow, drow; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixUninterlaceGIF"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + pixGetDimensions(pixs, &w, &h, &d); + wpl = pixGetWpl(pixs); + pixd = pixCreateTemplate(pixs); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + for (k = 0, srow = 0; k < 4; k++) { + for (drow = InterlacedOffset[k]; drow < h; + drow += InterlacedJumps[k], srow++) { + lines = datas + srow * wpl; + lined = datad + drow * wpl; + for (j = 0; j < w; j++) + memcpy(lined, lines, 4 * wpl); + } + } + + return pixd; +} +#endif + + +/* -----------------------------------------------------------------*/ +#endif /* HAVE_LIBGIF || HAVE_LIBUNGIF */ diff --git a/3rdparty/hgOCR/leptonica/gifiostub.c b/3rdparty/hgOCR/leptonica/gifiostub.c new file mode 100644 index 00000000..6f695257 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/gifiostub.c @@ -0,0 +1,72 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file gifiostub.c + * 
+ *
+ *     Stubs for gifio.c functions
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include "allheaders.h" + +/* -----------------------------------------------------------------*/ +#if (!HAVE_LIBGIF) && (!HAVE_LIBUNGIF) /* defined in environ.h */ +/* -----------------------------------------------------------------*/ + +PIX * pixReadStreamGif(FILE *fp) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadStreamGif", NULL); +} + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadMemGif(const l_uint8 *cdata, size_t size) +{ + return (PIX *)ERROR_PTR("function not present", "pixReadMemGif", NULL); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteStreamGif(FILE *fp, PIX *pix) +{ + return ERROR_INT("function not present", "pixWriteStreamGif", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteMemGif(l_uint8 **pdata, size_t *psize, PIX *pix) +{ + return ERROR_INT("function not present", "pixWriteMemGif", 1); +} + +/* -----------------------------------------------------------------*/ +#endif /* !HAVE_LIBGIF && !HAVE_LIBUNGIF */ diff --git a/3rdparty/hgOCR/leptonica/gplot.c b/3rdparty/hgOCR/leptonica/gplot.c new file mode 100644 index 00000000..108300af --- /dev/null +++ b/3rdparty/hgOCR/leptonica/gplot.c @@ -0,0 +1,957 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + /*! + * \file gplot.c + * 
+  *
+  *     Basic plotting functions
+  *          GPLOT      *gplotCreate()
+  *          void        gplotDestroy()
+  *          l_int32     gplotAddPlot()
+  *          l_int32     gplotSetScaling()
+  *          l_int32     gplotMakeOutput()
+  *          l_int32     gplotGenCommandFile()
+  *          l_int32     gplotGenDataFiles()
+  *
+  *     Quick and dirty plots
+  *          l_int32     gplotSimple1()
+  *          l_int32     gplotSimple2()
+  *          l_int32     gplotSimpleN()
+  *          l_int32     gplotSimpleXY1()
+  *          l_int32     gplotSimpleXY2()
+  *          l_int32     gplotSimpleXYN()
+  *
+  *     Serialize for I/O
+  *          GPLOT      *gplotRead()
+  *          l_int32     gplotWrite()
+  *
+  *
+  *     Utility for programmatic plotting using gnuplot 4.6 or later
+  *     Enabled:
+  *         ~ output to png (color), ps and eps (mono), latex (mono)
+  *         ~ optional title for graph
+  *         ~ optional x and y axis labels
+  *         ~ multiple plots on one frame
+  *         ~ optional title for each plot on the frame
+  *         ~ optional log scaling on either or both axes
+  *         ~ choice of 5 plot styles for each plot
+  *         ~ choice of 2 plot modes, either using one input array
+  *           (Y vs index) or two input arrays (Y vs X).  This
+  *           choice is made implicitly depending on the number of
+  *           input arrays.
+  *
+  *     Usage:
+  *         gplotCreate() initializes for plotting
+  *         gplotAddPlot() for each plot on the frame
+  *         gplotMakeOutput() to generate all output files and run gnuplot
+  *         gplotDestroy() to clean up
+  *
+  *     Example of use:
+  *         gplot = gplotCreate("tempskew", GPLOT_PNG, "Skew score vs angle",
+  *                    "angle (deg)", "score");
+  *         gplotAddPlot(gplot, natheta, nascore1, GPLOT_LINES, "plot 1");
+  *         gplotAddPlot(gplot, natheta, nascore2, GPLOT_POINTS, "plot 2");
+  *         gplotSetScaling(gplot, GPLOT_LOG_SCALE_Y);
+  *         gplotMakeOutput(gplot);
+  *         gplotDestroy(&gplot);
+  *
+  *     Note for output to GPLOT_LATEX:
+  *         This creates latex output of the plot, named .tex.
+  *         It needs to be placed in a latex file .tex
+  *         that precedes the plot output with, at a minimum:
+  *           \documentclass{article}
+  *           \begin{document}
+  *         and ends with
+  *           \end{document}
+  *         You can then generate a dvi file .dvi using
+  *           latex .tex
+  *         and a PostScript file .ps from that using
+  *           dvips -o .ps .dvi
+  *
+  *     N.B. To generate plots, it is necessary to have gnuplot installed on
+  *          your Unix system, or wgnuplot on Windows.
+  *
+ */ + +#include +#include "allheaders.h" + +//static const l_int32 Bufsize = 512; /* hardcoded below in fscanf */ +#define Bufsize 512 + +const char *gplotstylenames[] = { "with lines", + "with points", + "with impulses", + "with linespoints", + "with dots" }; +const char *gplotfileoutputs[] = { "", + "PNG", + "PS", + "EPS", + "LATEX" }; + + +/*-----------------------------------------------------------------* + * Basic Plotting Functions * + *-----------------------------------------------------------------*/ + /*! + * \brief gplotCreate() + * + * \param[in] rootname root for all output files + * \param[in] outformat GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX + * \param[in] title [optional] overall title + * \param[in] xlabel [optional] x axis label + * \param[in] ylabel [optional] y axis label + * \return gplot, or NULL on error + * + * 
+  * Notes:
+  *      (1) This initializes the plot.
+  *      (2) The 'title', 'xlabel' and 'ylabel' strings can have spaces,
+  *          double quotes and backquotes, but not single quotes.
+  *
+ */ +GPLOT * +gplotCreate(const char *rootname, + l_int32 outformat, + const char *title, + const char *xlabel, + const char *ylabel) +{ + char *newroot; + char buf[Bufsize]; + l_int32 badchar; + GPLOT *gplot; + + PROCNAME("gplotCreate"); + + if (!rootname) + return (GPLOT *)ERROR_PTR("rootname not defined", procName, NULL); + if (outformat != GPLOT_PNG && outformat != GPLOT_PS && + outformat != GPLOT_EPS && outformat != GPLOT_LATEX) + return (GPLOT *)ERROR_PTR("outformat invalid", procName, NULL); + stringCheckForChars(rootname, "`;&|><\"?*$()", &badchar); + if (badchar) /* danger of command injection */ + return (GPLOT *)ERROR_PTR("invalid rootname", procName, NULL); + + gplot = (GPLOT *)LEPT_CALLOC(1, sizeof(GPLOT)); + gplot->cmddata = sarrayCreate(0); + gplot->datanames = sarrayCreate(0); + gplot->plotdata = sarrayCreate(0); + gplot->plottitles = sarrayCreate(0); + gplot->plotstyles = numaCreate(0); + + /* Save title, labels, rootname, outformat, cmdname, outname */ + newroot = genPathname(rootname, NULL); + gplot->rootname = newroot; + gplot->outformat = outformat; + snprintf(buf, Bufsize, "%s.cmd", rootname); + gplot->cmdname = stringNew(buf); + if (outformat == GPLOT_PNG) + snprintf(buf, Bufsize, "%s.png", newroot); + else if (outformat == GPLOT_PS) + snprintf(buf, Bufsize, "%s.ps", newroot); + else if (outformat == GPLOT_EPS) + snprintf(buf, Bufsize, "%s.eps", newroot); + else if (outformat == GPLOT_LATEX) + snprintf(buf, Bufsize, "%s.tex", newroot); + gplot->outname = stringNew(buf); + if (title) gplot->title = stringNew(title); + if (xlabel) gplot->xlabel = stringNew(xlabel); + if (ylabel) gplot->ylabel = stringNew(ylabel); + + return gplot; +} + + +/*! + * \brief gplotDestroy() + * + * \param[in,out] pgplot will be set to null before returning + */ +void +gplotDestroy(GPLOT **pgplot) +{ + GPLOT *gplot; + + PROCNAME("gplotDestroy"); + + if (pgplot == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((gplot = *pgplot) == NULL) + return; + + LEPT_FREE(gplot->rootname); + LEPT_FREE(gplot->cmdname); + sarrayDestroy(&gplot->cmddata); + sarrayDestroy(&gplot->datanames); + sarrayDestroy(&gplot->plotdata); + sarrayDestroy(&gplot->plottitles); + numaDestroy(&gplot->plotstyles); + LEPT_FREE(gplot->outname); + if (gplot->title) + LEPT_FREE(gplot->title); + if (gplot->xlabel) + LEPT_FREE(gplot->xlabel); + if (gplot->ylabel) + LEPT_FREE(gplot->ylabel); + + LEPT_FREE(gplot); + *pgplot = NULL; + return; +} + + +/*! + * \brief gplotAddPlot() + * + * \param[in] gplot + * \param[in] nax [optional] numa: set to null for Y_VS_I; + * required for Y_VS_X + * \param[in] nay numa; required for both Y_VS_I and Y_VS_X + * \param[in] plotstyle GPLOT_LINES, GPLOT_POINTS, GPLOT_IMPULSES, + * GPLOT_LINESPOINTS, GPLOT_DOTS + * \param[in] plottitle [optional] title for individual plot + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) There are 2 options for (x,y) values:
+ *            o  To plot an array vs a linear function of the
+ *               index, set %nax = NULL.
+ *            o  To plot one array vs another, use both %nax and %nay.
+ *      (2) If %nax is NULL, the x value corresponding to the i-th
+ *          value of %nay is found from the startx and delx fields
+ *          in %nay:
+ *               x = startx + i * delx
+ *          These are set with numaSetParameters().  Their default
+ *          values are startx = 0.0, delx = 1.0.
+ *      (3) If %nax is defined, it must be the same size as %nay, and
+ *          must have at least one number.
+ *      (4) The 'plottitle' string can have spaces, double
+ *          quotes and backquotes, but not single quotes.
+ *
+ */ +l_ok +gplotAddPlot(GPLOT *gplot, + NUMA *nax, + NUMA *nay, + l_int32 plotstyle, + const char *plottitle) +{ + char buf[Bufsize]; + char emptystring[] = ""; + char *datastr, *title; + l_int32 n, i; + l_float32 valx, valy, startx, delx; + SARRAY *sa; + + PROCNAME("gplotAddPlot"); + + if (!gplot) + return ERROR_INT("gplot not defined", procName, 1); + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (plotstyle < 0 || plotstyle >= NUM_GPLOT_STYLES) + return ERROR_INT("invalid plotstyle", procName, 1); + + if ((n = numaGetCount(nay)) == 0) + return ERROR_INT("no points to plot", procName, 1); + if (nax && (n != numaGetCount(nax))) + return ERROR_INT("nax and nay sizes differ", procName, 1); + if (n == 1 && plotstyle == GPLOT_LINES) { + L_INFO("only 1 pt; changing style to points\n", procName); + plotstyle = GPLOT_POINTS; + } + + /* Save plotstyle and plottitle */ + numaGetParameters(nay, &startx, &delx); + numaAddNumber(gplot->plotstyles, plotstyle); + if (plottitle) { + title = stringNew(plottitle); + sarrayAddString(gplot->plottitles, title, L_INSERT); + } + else { + sarrayAddString(gplot->plottitles, emptystring, L_COPY); + } + + /* Generate and save data filename */ + gplot->nplots++; + snprintf(buf, Bufsize, "%s.data.%d", gplot->rootname, gplot->nplots); + sarrayAddString(gplot->datanames, buf, L_COPY); + + /* Generate data and save as a string */ + sa = sarrayCreate(n); + for (i = 0; i < n; i++) { + if (nax) + numaGetFValue(nax, i, &valx); + else + valx = startx + i * delx; + numaGetFValue(nay, i, &valy); + snprintf(buf, Bufsize, "%f %f\n", valx, valy); + sarrayAddString(sa, buf, L_COPY); + } + datastr = sarrayToString(sa, 0); + sarrayAddString(gplot->plotdata, datastr, L_INSERT); + sarrayDestroy(&sa); + + return 0; +} + + +/*! + * \brief gplotSetScaling() + * + * \param[in] gplot + * \param[in] scaling GPLOT_LINEAR_SCALE, GPLOT_LOG_SCALE_X, + * GPLOT_LOG_SCALE_Y, GPLOT_LOG_SCALE_X_Y + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) By default, the x and y axis scaling is linear.
+ *      (2) Call this function to set semi-log or log-log scaling.
+ *
+ */ +l_ok +gplotSetScaling(GPLOT *gplot, + l_int32 scaling) +{ + PROCNAME("gplotSetScaling"); + + if (!gplot) + return ERROR_INT("gplot not defined", procName, 1); + if (scaling != GPLOT_LINEAR_SCALE && + scaling != GPLOT_LOG_SCALE_X && + scaling != GPLOT_LOG_SCALE_Y && + scaling != GPLOT_LOG_SCALE_X_Y) + return ERROR_INT("invalid gplot scaling", procName, 1); + gplot->scaling = scaling; + return 0; +} + + +/*! + * \brief gplotMakeOutput() + * + * \param[in] gplot + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This uses gplot and the new arrays to add a plot
+ *          to the output, by writing a new data file and appending
+ *          the appropriate plot commands to the command file.
+ *      (2) This is the only function in this file that requires the
+ *          gnuplot executable, to actually generate the plot.
+ *      (3) The command file name for unix is canonical (i.e., directory /tmp)
+ *          but the temp filename paths in the command file must be correct.
+ *      (4) The gnuplot program for windows is wgnuplot.exe.
+ *
+ */ +l_ok +gplotMakeOutput(GPLOT *gplot) +{ + char buf[Bufsize]; + char *cmdname; + + PROCNAME("gplotMakeOutput"); + + if (!gplot) + return ERROR_INT("gplot not defined", procName, 1); + + if (!LeptDebugOK) { + L_INFO("running gnuplot is disabled; " + "use setLeptDebugOK(1) to enable\n", procName); + return 0; + } + +#ifdef OS_IOS /* iOS 11 does not support system() */ + return ERROR_INT("iOS 11 does not support system()", procName, 0); +#endif /* OS_IOS */ + + gplotGenCommandFile(gplot); + gplotGenDataFiles(gplot); + cmdname = genPathname(gplot->cmdname, NULL); + +#ifndef _WIN32 + snprintf(buf, Bufsize, "gnuplot %s", cmdname); +#else + snprintf(buf, Bufsize, "wgnuplot %s", cmdname); +#endif /* _WIN32 */ + + callSystemDebug(buf); /* gnuplot || wgnuplot */ + LEPT_FREE(cmdname); + return 0; +} + + +/*! + * \brief gplotGenCommandFile() + * + * \param[in] gplot + * \return 0 if OK, 1 on error + */ +l_ok +gplotGenCommandFile(GPLOT *gplot) +{ + char buf[Bufsize]; + char *cmdstr, *plottitle, *dataname; + l_int32 i, plotstyle, nplots; + FILE *fp; + + PROCNAME("gplotGenCommandFile"); + + if (!gplot) + return ERROR_INT("gplot not defined", procName, 1); + + /* Remove any previous command data */ + sarrayClear(gplot->cmddata); + + /* Generate command data instructions */ + if (gplot->title) { /* set title */ + snprintf(buf, Bufsize, "set title '%s'", gplot->title); + sarrayAddString(gplot->cmddata, buf, L_COPY); + } + if (gplot->xlabel) { /* set xlabel */ + snprintf(buf, Bufsize, "set xlabel '%s'", gplot->xlabel); + sarrayAddString(gplot->cmddata, buf, L_COPY); + } + if (gplot->ylabel) { /* set ylabel */ + snprintf(buf, Bufsize, "set ylabel '%s'", gplot->ylabel); + sarrayAddString(gplot->cmddata, buf, L_COPY); + } + + /* Set terminal type and output */ + if (gplot->outformat == GPLOT_PNG) { + snprintf(buf, Bufsize, "set terminal png; set output '%s'", + gplot->outname); + } + else if (gplot->outformat == GPLOT_PS) { + snprintf(buf, Bufsize, "set terminal postscript; set output '%s'", + gplot->outname); + } + else if (gplot->outformat == GPLOT_EPS) { + snprintf(buf, Bufsize, + "set terminal postscript eps; set output '%s'", + gplot->outname); + } + else if (gplot->outformat == GPLOT_LATEX) { + snprintf(buf, Bufsize, "set terminal latex; set output '%s'", + gplot->outname); + } + sarrayAddString(gplot->cmddata, buf, L_COPY); + + if (gplot->scaling == GPLOT_LOG_SCALE_X || + gplot->scaling == GPLOT_LOG_SCALE_X_Y) { + snprintf(buf, Bufsize, "set logscale x"); + sarrayAddString(gplot->cmddata, buf, L_COPY); + } + if (gplot->scaling == GPLOT_LOG_SCALE_Y || + gplot->scaling == GPLOT_LOG_SCALE_X_Y) { + snprintf(buf, Bufsize, "set logscale y"); + sarrayAddString(gplot->cmddata, buf, L_COPY); + } + + nplots = sarrayGetCount(gplot->datanames); + for (i = 0; i < nplots; i++) { + plottitle = sarrayGetString(gplot->plottitles, i, L_NOCOPY); + dataname = sarrayGetString(gplot->datanames, i, L_NOCOPY); + numaGetIValue(gplot->plotstyles, i, &plotstyle); + if (nplots == 1) { + snprintf(buf, Bufsize, "plot '%s' title '%s' %s", + dataname, plottitle, gplotstylenames[plotstyle]); + } + else { + if (i == 0) + snprintf(buf, Bufsize, "plot '%s' title '%s' %s, \\", + dataname, plottitle, gplotstylenames[plotstyle]); + else if (i < nplots - 1) + snprintf(buf, Bufsize, " '%s' title '%s' %s, \\", + dataname, plottitle, gplotstylenames[plotstyle]); + else + snprintf(buf, Bufsize, " '%s' title '%s' %s", + dataname, plottitle, gplotstylenames[plotstyle]); + } + sarrayAddString(gplot->cmddata, buf, L_COPY); + } + + /* Write command data to file */ + cmdstr = sarrayToString(gplot->cmddata, 1); + if ((fp = fopenWriteStream(gplot->cmdname, "w")) == NULL) { + LEPT_FREE(cmdstr); + return ERROR_INT("cmd stream not opened", procName, 1); + } + fwrite(cmdstr, 1, strlen(cmdstr), fp); + fclose(fp); + LEPT_FREE(cmdstr); + return 0; +} + + +/*! + * \brief gplotGenDataFiles() + * + * \param[in] gplot + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The pathnames in the gplot command file are actual pathnames,
+ *          which can be in temp directories.  Consequently, they must not be
+ *          rewritten by calling fopenWriteStream(), and we use fopen().
+ *
+ */ +l_ok +gplotGenDataFiles(GPLOT *gplot) +{ + char *plotdata, *dataname; + l_int32 i, nplots; + FILE *fp; + + PROCNAME("gplotGenDataFiles"); + + if (!gplot) + return ERROR_INT("gplot not defined", procName, 1); + + nplots = sarrayGetCount(gplot->datanames); + for (i = 0; i < nplots; i++) { + plotdata = sarrayGetString(gplot->plotdata, i, L_NOCOPY); + dataname = sarrayGetString(gplot->datanames, i, L_NOCOPY); + if ((fp = fopen(dataname, "w")) == NULL) + return ERROR_INT("datafile stream not opened", procName, 1); + fwrite(plotdata, 1, strlen(plotdata), fp); + fclose(fp); + } + + return 0; +} + + +/*-----------------------------------------------------------------* + * Quick and Dirty Plots * + *-----------------------------------------------------------------*/ + /*! + * \brief gplotSimple1() + * + * \param[in] na numa; plot Y_VS_I + * \param[in] outformat GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX + * \param[in] outroot root of output files + * \param[in] title [optional], can be NULL + * \return 0 if OK, 1 on error + * + * 
+  * Notes:
+  *      (1) This gives a line plot of a numa, where the array value
+  *          is plotted vs the array index.  The plot is generated
+  *          in the specified output format; the title  is optional.
+  *      (2) When calling these simple plot functions more than once, use
+  *          different %outroot to avoid overwriting the output files.
+  *
+ */ +l_ok +gplotSimple1(NUMA *na, + l_int32 outformat, + const char *outroot, + const char *title) +{ + return gplotSimpleXY1(NULL, na, GPLOT_LINES, outformat, outroot, title); +} + + +/*! + * \brief gplotSimple2() + * + * \param[in] na1 numa; plot with Y_VS_I + * \param[in] na2 ditto + * \param[in] outformat GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX + * \param[in] outroot root of output files + * \param[in] title [optional] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This gives a line plot of two numa, where the array values
+ *          are each plotted vs the array index.  The plot is generated
+ *          in the specified output format; the title  is optional.
+ *      (2) When calling these simple plot functions more than once, use
+ *          different %outroot to avoid overwriting the output files.
+ *
+ */ +l_ok +gplotSimple2(NUMA *na1, + NUMA *na2, + l_int32 outformat, + const char *outroot, + const char *title) +{ + return gplotSimpleXY2(NULL, na1, na2, GPLOT_LINES, + outformat, outroot, title); +} + + +/*! + * \brief gplotSimpleN() + * + * \param[in] naa numaa; we plotted with Y_VS_I for each numa + * \param[in] outformat GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX + * \param[in] outroot root of output files + * \param[in] title [optional] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This gives a line plot of all numas in a numaa (array of numa),
+ *          where the array values are each plotted vs the array index.
+ *          The plot is generated in the specified output format;
+ *          the title  is optional.
+ *      (2) When calling these simple plot functions more than once, use
+ *          different %outroot to avoid overwriting the output files.
+ *
+ */ +l_ok +gplotSimpleN(NUMAA *naa, + l_int32 outformat, + const char *outroot, + const char *title) +{ + return gplotSimpleXYN(NULL, naa, GPLOT_LINES, outformat, outroot, title); +} + + +/*! + * \brief gplotSimpleXY1() + * + * \param[in] nax [optional] + * \param[in] nay [required] + * \param[in] plotstyle GPLOT_LINES, GPLOT_POINTS, GPLOT_IMPULSES, + * GPLOT_LINESPOINTS, GPLOT_DOTS + * \param[in] outformat GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX + * \param[in] outroot root of output files + * \param[in] title [optional], can be NULL + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This gives a plot of a %nay vs %nax, generated in
+ *          the specified output format.  The title is optional.
+ *      (2) Use 0 for default plotstyle (lines).
+ *      (3) %nax is optional.  If NULL, %nay is plotted against
+ *          the array index.
+ *      (4) When calling these simple plot functions more than once, use
+ *          different %outroot to avoid overwriting the output files.
+ *
+ */ +l_ok +gplotSimpleXY1(NUMA *nax, + NUMA *nay, + l_int32 plotstyle, + l_int32 outformat, + const char *outroot, + const char *title) +{ + GPLOT *gplot; + + PROCNAME("gplotSimpleXY1"); + + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (plotstyle < 0 || plotstyle >= NUM_GPLOT_STYLES) + return ERROR_INT("invalid plotstyle", procName, 1); + if (outformat != GPLOT_PNG && outformat != GPLOT_PS && + outformat != GPLOT_EPS && outformat != GPLOT_LATEX) + return ERROR_INT("invalid outformat", procName, 1); + if (!outroot) + return ERROR_INT("outroot not specified", procName, 1); + + if ((gplot = gplotCreate(outroot, outformat, title, NULL, NULL)) == 0) + return ERROR_INT("gplot not made", procName, 1); + gplotAddPlot(gplot, nax, nay, plotstyle, NULL); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + return 0; +} + + +/*! + * \brief gplotSimpleXY2() + * + * \param[in] nax [optional], can be NULL + * \param[in] nay1 + * \param[in] nay2 + * \param[in] plotstyle GPLOT_LINES, GPLOT_POINTS, GPLOT_IMPULSES, + * GPLOT_LINESPOINTS, GPLOT_DOTS + * \param[in] outformat GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX + * \param[in] outroot root of output files + * \param[in] title [optional] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This gives plots of %nay1 and %nay2 against %nax, generated
+ *          in the specified output format.  The title is optional.
+ *      (2) Use 0 for default plotstyle (lines).
+ *      (3) %nax is optional.  If NULL, %nay1 and %nay2 are plotted
+ *          against the array index.
+ *      (4) When calling these simple plot functions more than once, use
+ *          different %outroot to avoid overwriting the output files.
+ *
+ */ +l_ok +gplotSimpleXY2(NUMA *nax, + NUMA *nay1, + NUMA *nay2, + l_int32 plotstyle, + l_int32 outformat, + const char *outroot, + const char *title) +{ + GPLOT *gplot; + + PROCNAME("gplotSimpleXY2"); + + if (!nay1 || !nay2) + return ERROR_INT("nay1 and nay2 not both defined", procName, 1); + if (plotstyle < 0 || plotstyle >= NUM_GPLOT_STYLES) + return ERROR_INT("invalid plotstyle", procName, 1); + if (outformat != GPLOT_PNG && outformat != GPLOT_PS && + outformat != GPLOT_EPS && outformat != GPLOT_LATEX) + return ERROR_INT("invalid outformat", procName, 1); + if (!outroot) + return ERROR_INT("outroot not specified", procName, 1); + + if ((gplot = gplotCreate(outroot, outformat, title, NULL, NULL)) == 0) + return ERROR_INT("gplot not made", procName, 1); + gplotAddPlot(gplot, nax, nay1, plotstyle, NULL); + gplotAddPlot(gplot, nax, nay2, plotstyle, NULL); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + return 0; +} + + +/*! + * \brief gplotSimpleXYN() + * + * \param[in] nax [optional]; can be NULL + * \param[in] naay numaa of arrays to plot against %nax + * \param[in] plotstyle GPLOT_LINES, GPLOT_POINTS, GPLOT_IMPULSES, + * GPLOT_LINESPOINTS, GPLOT_DOTS + * \param[in] outformat GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX + * \param[in] outroot root of output files + * \param[in] title [optional] + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This gives plots of each Numa in %naa against %nax,
+ *          generated in the specified output format.  The title is optional.
+ *      (2) Use 0 for default plotstyle (lines).
+ *      (3) %nax is optional.  If NULL, each Numa array is plotted against
+ *          the array index.
+ *      (4) When calling these simple plot functions more than once, use
+ *          different %outroot to avoid overwriting the output files.
+ *
+ */ +l_ok +gplotSimpleXYN(NUMA *nax, + NUMAA *naay, + l_int32 plotstyle, + l_int32 outformat, + const char *outroot, + const char *title) +{ + l_int32 i, n; + GPLOT *gplot; + NUMA *nay; + + PROCNAME("gplotSimpleXYN"); + + if (!naay) + return ERROR_INT("naay not defined", procName, 1); + if ((n = numaaGetCount(naay)) == 0) + return ERROR_INT("no numa in array", procName, 1); + if (plotstyle < 0 || plotstyle >= NUM_GPLOT_STYLES) + return ERROR_INT("invalid plotstyle", procName, 1); + if (outformat != GPLOT_PNG && outformat != GPLOT_PS && + outformat != GPLOT_EPS && outformat != GPLOT_LATEX) + return ERROR_INT("invalid outformat", procName, 1); + if (!outroot) + return ERROR_INT("outroot not specified", procName, 1); + + if ((gplot = gplotCreate(outroot, outformat, title, NULL, NULL)) == 0) + return ERROR_INT("gplot not made", procName, 1); + for (i = 0; i < n; i++) { + nay = numaaGetNuma(naay, i, L_CLONE); + gplotAddPlot(gplot, nax, nay, plotstyle, NULL); + numaDestroy(&nay); + } + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + return 0; +} + + +/*-----------------------------------------------------------------* + * Serialize for I/O * + *-----------------------------------------------------------------*/ + /*! + * \brief gplotRead() + * + * \param[in] filename + * \return gplot, or NULL on error + */ +GPLOT * +gplotRead(const char *filename) +{ + char buf[Bufsize]; + char *rootname, *title, *xlabel, *ylabel, *ignores; + l_int32 outformat, ret, version, ignore; + FILE *fp; + GPLOT *gplot; + + PROCNAME("gplotRead"); + + if (!filename) + return (GPLOT *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (GPLOT *)ERROR_PTR("stream not opened", procName, NULL); + + ret = fscanf(fp, "Gplot Version %d\n", &version); + if (ret != 1) { + fclose(fp); + return (GPLOT *)ERROR_PTR("not a gplot file", procName, NULL); + } + if (version != GPLOT_VERSION_NUMBER) { + fclose(fp); + return (GPLOT *)ERROR_PTR("invalid gplot version", procName, NULL); + } + + ignore = fscanf(fp, "Rootname: %511s\n", buf); /* Bufsize - 1 */ + rootname = stringNew(buf); + ignore = fscanf(fp, "Output format: %d\n", &outformat); + ignores = fgets(buf, Bufsize, fp); /* Title: ... */ + title = stringNew(buf + 7); + title[strlen(title) - 1] = '\0'; + ignores = fgets(buf, Bufsize, fp); /* X axis label: ... */ + xlabel = stringNew(buf + 14); + xlabel[strlen(xlabel) - 1] = '\0'; + ignores = fgets(buf, Bufsize, fp); /* Y axis label: ... */ + ylabel = stringNew(buf + 14); + ylabel[strlen(ylabel) - 1] = '\0'; + + gplot = gplotCreate(rootname, outformat, title, xlabel, ylabel); + LEPT_FREE(rootname); + LEPT_FREE(title); + LEPT_FREE(xlabel); + LEPT_FREE(ylabel); + if (!gplot) { + fclose(fp); + return (GPLOT *)ERROR_PTR("gplot not made", procName, NULL); + } + sarrayDestroy(&gplot->cmddata); + sarrayDestroy(&gplot->datanames); + sarrayDestroy(&gplot->plotdata); + sarrayDestroy(&gplot->plottitles); + numaDestroy(&gplot->plotstyles); + + ignore = fscanf(fp, "Commandfile name: %511s\n", buf); /* Bufsize - 1 */ + stringReplace(&gplot->cmdname, buf); + ignore = fscanf(fp, "\nCommandfile data:"); + gplot->cmddata = sarrayReadStream(fp); + ignore = fscanf(fp, "\nDatafile names:"); + gplot->datanames = sarrayReadStream(fp); + ignore = fscanf(fp, "\nPlot data:"); + gplot->plotdata = sarrayReadStream(fp); + ignore = fscanf(fp, "\nPlot titles:"); + gplot->plottitles = sarrayReadStream(fp); + ignore = fscanf(fp, "\nPlot styles:"); + gplot->plotstyles = numaReadStream(fp); + + ignore = fscanf(fp, "Number of plots: %d\n", &gplot->nplots); + ignore = fscanf(fp, "Output file name: %511s\n", buf); + stringReplace(&gplot->outname, buf); + ignore = fscanf(fp, "Axis scaling: %d\n", &gplot->scaling); + + fclose(fp); + return gplot; +} + + +/*! + * \brief gplotWrite() + * + * \param[in] filename + * \param[in] gplot + * \return 0 if OK; 1 on error + */ +l_ok +gplotWrite(const char *filename, + GPLOT *gplot) +{ + FILE *fp; + + PROCNAME("gplotWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!gplot) + return ERROR_INT("gplot not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + + fprintf(fp, "Gplot Version %d\n", GPLOT_VERSION_NUMBER); + fprintf(fp, "Rootname: %s\n", gplot->rootname); + fprintf(fp, "Output format: %d\n", gplot->outformat); + fprintf(fp, "Title: %s\n", gplot->title); + fprintf(fp, "X axis label: %s\n", gplot->xlabel); + fprintf(fp, "Y axis label: %s\n", gplot->ylabel); + + fprintf(fp, "Commandfile name: %s\n", gplot->cmdname); + fprintf(fp, "\nCommandfile data:"); + sarrayWriteStream(fp, gplot->cmddata); + fprintf(fp, "\nDatafile names:"); + sarrayWriteStream(fp, gplot->datanames); + fprintf(fp, "\nPlot data:"); + sarrayWriteStream(fp, gplot->plotdata); + fprintf(fp, "\nPlot titles:"); + sarrayWriteStream(fp, gplot->plottitles); + fprintf(fp, "\nPlot styles:"); + numaWriteStream(fp, gplot->plotstyles); + + fprintf(fp, "Number of plots: %d\n", gplot->nplots); + fprintf(fp, "Output file name: %s\n", gplot->outname); + fprintf(fp, "Axis scaling: %d\n", gplot->scaling); + + fclose(fp); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/gplot.h b/3rdparty/hgOCR/leptonica/gplot.h new file mode 100644 index 00000000..8cf6b864 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/gplot.h @@ -0,0 +1,95 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_GPLOT_H +#define LEPTONICA_GPLOT_H + +/*! + * \file gplot.h + * + * 
+ *   Data structures and parameters for generating gnuplot files
+ *
+ *   We used to support X11 output, but recent versions of gnuplot do not
+ *   support the X11 terminal.  To get display to your screen, use
+ *   GPLOT_PNG output; e.g.,
+ *       gplotSimple1(na, GPLOT_PNG, "/tmp/someroot", ...);
+ *       l_fileDisplay("/tmp/someroot.png", ...);
+ *
+ */ + +#define GPLOT_VERSION_NUMBER 1 + +#define NUM_GPLOT_STYLES 5 +enum GPLOT_STYLE { + GPLOT_LINES = 0, + GPLOT_POINTS = 1, + GPLOT_IMPULSES = 2, + GPLOT_LINESPOINTS = 3, + GPLOT_DOTS = 4 +}; + +#define NUM_GPLOT_OUTPUTS 5 +enum GPLOT_OUTPUT { + GPLOT_NONE = 0, + GPLOT_PNG = 1, + GPLOT_PS = 2, + GPLOT_EPS = 3, + GPLOT_LATEX = 4 +}; + +enum GPLOT_SCALING { + GPLOT_LINEAR_SCALE = 0, /*!< default */ + GPLOT_LOG_SCALE_X = 1, + GPLOT_LOG_SCALE_Y = 2, + GPLOT_LOG_SCALE_X_Y = 3 +}; + +extern const char *gplotstylenames[]; /*!< used in gnuplot cmd file */ +extern const char *gplotfileoutputs[]; /*!< used in simple file input */ + +/*! Data structure for generating gnuplot files */ +struct GPlot +{ + char *rootname; /*!< for cmd, data, output */ + char *cmdname; /*!< command file name */ + struct Sarray *cmddata; /*!< command file contents */ + struct Sarray *datanames; /*!< data file names */ + struct Sarray *plotdata; /*!< plot data (1 string/file) */ + struct Sarray *plottitles; /*!< title for each individual plot */ + struct Numa *plotstyles; /*!< plot style for individual plots */ + l_int32 nplots; /*!< current number of plots */ + char *outname; /*!< output file name */ + l_int32 outformat; /*!< GPLOT_OUTPUT values */ + l_int32 scaling; /*!< GPLOT_SCALING values */ + char *title; /*!< optional */ + char *xlabel; /*!< optional x axis label */ + char *ylabel; /*!< optional y axis label */ +}; +typedef struct GPlot GPLOT; + + +#endif /* LEPTONICA_GPLOT_H */ diff --git a/3rdparty/hgOCR/leptonica/graphics.c b/3rdparty/hgOCR/leptonica/graphics.c new file mode 100644 index 00000000..c746cfb3 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/graphics.c @@ -0,0 +1,2900 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file graphics.c + * 
+ *
+ *      Pta generation for arbitrary shapes built with lines
+ *          PTA        *generatePtaLine()
+ *          PTA        *generatePtaWideLine()
+ *          PTA        *generatePtaBox()
+ *          PTA        *generatePtaBoxa()
+ *          PTA        *generatePtaHashBox()
+ *          PTA        *generatePtaHashBoxa()
+ *          PTAA       *generatePtaaBoxa()
+ *          PTAA       *generatePtaaHashBoxa()
+ *          PTA        *generatePtaPolyline()
+ *          PTA        *generatePtaGrid()
+ *          PTA        *convertPtaLineTo4cc()
+ *          PTA        *generatePtaFilledCircle()
+ *          PTA        *generatePtaFilledSquare()
+ *          PTA        *generatePtaLineFromPt()
+ *          l_int32     locatePtRadially()
+ *
+ *      Rendering function plots directly on images
+ *          l_int32     pixRenderPlotFromNuma()
+ *          l_int32     pixRenderPlotFromNumaGen()
+ *          PTA        *makePlotPtaFromNuma()
+ *          PTA        *makePlotPtaFromNumaGen()
+ *
+ *      Pta rendering
+ *          l_int32     pixRenderPta()
+ *          l_int32     pixRenderPtaArb()
+ *          l_int32     pixRenderPtaBlend()
+ *
+ *      Rendering of arbitrary shapes built with lines
+ *          l_int32     pixRenderLine()
+ *          l_int32     pixRenderLineArb()
+ *          l_int32     pixRenderLineBlend()
+ *
+ *          l_int32     pixRenderBox()
+ *          l_int32     pixRenderBoxArb()
+ *          l_int32     pixRenderBoxBlend()
+ *
+ *          l_int32     pixRenderBoxa()
+ *          l_int32     pixRenderBoxaArb()
+ *          l_int32     pixRenderBoxaBlend()
+ *
+ *          l_int32     pixRenderHashBox()
+ *          l_int32     pixRenderHashBoxArb()
+ *          l_int32     pixRenderHashBoxBlend()
+ *          l_int32     pixRenderHashMaskArb()
+ *
+ *          l_int32     pixRenderHashBoxa()
+ *          l_int32     pixRenderHashBoxaArb()
+ *          l_int32     pixRenderHashBoxaBlend()
+ *
+ *          l_int32     pixRenderPolyline()
+ *          l_int32     pixRenderPolylineArb()
+ *          l_int32     pixRenderPolylineBlend()
+ *
+ *          l_int32     pixRenderGrid()
+ *
+ *          l_int32     pixRenderRandomCmapPtaa()
+ *
+ *      Rendering and filling of polygons
+ *          PIX        *pixRenderPolygon()
+ *          PIX        *pixFillPolygon()
+ *
+ *      Contour rendering on grayscale images
+ *          PIX        *pixRenderContours()
+ *          PIX        *fpixAutoRenderContours()
+ *          PIX        *fpixRenderContours()
+ *
+ *      Boundary pt generation on 1 bpp images
+ *          PTA        *pixGeneratePtaBoundary()
+ *
+ *  The line rendering functions are relatively crude, but they
+ *  get the job done for most simple situations.  We use the pta
+ *  (array of points) as an intermediate data structure.  For example,
+ *  to render a line we first generate a pta.
+ *
+ *  Some rendering functions come in sets of three.  For example
+ *       pixRenderLine() -- render on 1 bpp pix
+ *       pixRenderLineArb() -- render on 32 bpp pix with arbitrary (r,g,b)
+ *       pixRenderLineBlend() -- render on 32 bpp pix, blending the
+ *               (r,g,b) graphic object with the underlying rgb pixels.
+ *
+ *  There are also procedures for plotting a function, computed
+ *  from the row or column pixels, directly on the image.
+ *
+ */ + +#include +#include +#include "allheaders.h" + + +/*------------------------------------------------------------------* + * Pta generation for arbitrary shapes built with lines * + *------------------------------------------------------------------*/ +/*! + * \brief generatePtaLine() + * + * \param[in] x1, y1 end point 1 + * \param[in] x2, y2 end point 2 + * \return pta, or NULL on error + * + * 
+ * Notes:
+ *      (1) Uses Bresenham line drawing, which results in an 8-connected line.
+ *
+ */ +PTA * +generatePtaLine(l_int32 x1, + l_int32 y1, + l_int32 x2, + l_int32 y2) +{ +l_int32 npts, diff, getyofx, sign, i, x, y; +l_float32 slope; +PTA *pta; + + PROCNAME("generatePtaLine"); + + /* Generate line parameters */ + if (x1 == x2 && y1 == y2) { /* same point */ + getyofx = TRUE; + npts = 1; + } else if (L_ABS(x2 - x1) >= L_ABS(y2 - y1)) { + getyofx = TRUE; + npts = L_ABS(x2 - x1) + 1; + diff = x2 - x1; + sign = L_SIGN(x2 - x1); + slope = (l_float32)(sign * (y2 - y1)) / (l_float32)diff; + } else { + getyofx = FALSE; + npts = L_ABS(y2 - y1) + 1; + diff = y2 - y1; + sign = L_SIGN(y2 - y1); + slope = (l_float32)(sign * (x2 - x1)) / (l_float32)diff; + } + + if ((pta = ptaCreate(npts)) == NULL) + return (PTA *)ERROR_PTR("pta not made", procName, NULL); + + if (npts == 1) { /* degenerate case */ + ptaAddPt(pta, x1, y1); + return pta; + } + + /* Generate the set of points */ + if (getyofx) { /* y = y(x) */ + for (i = 0; i < npts; i++) { + x = x1 + sign * i; + y = (l_int32)(y1 + (l_float32)i * slope + 0.5); + ptaAddPt(pta, x, y); + } + } else { /* x = x(y) */ + for (i = 0; i < npts; i++) { + x = (l_int32)(x1 + (l_float32)i * slope + 0.5); + y = y1 + sign * i; + ptaAddPt(pta, x, y); + } + } + + return pta; +} + + +/*! + * \brief generatePtaWideLine() + * + * \param[in] x1, y1 end point 1 + * \param[in] x2, y2 end point 2 + * \param[in] width + * \return ptaj, or NULL on error + */ +PTA * +generatePtaWideLine(l_int32 x1, + l_int32 y1, + l_int32 x2, + l_int32 y2, + l_int32 width) +{ +l_int32 i, x1a, x2a, y1a, y2a; +PTA *pta, *ptaj; + + PROCNAME("generatePtaWideLine"); + + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + if ((ptaj = generatePtaLine(x1, y1, x2, y2)) == NULL) + return (PTA *)ERROR_PTR("ptaj not made", procName, NULL); + if (width == 1) + return ptaj; + + /* width > 1; estimate line direction & join */ + if (L_ABS(x1 - x2) > L_ABS(y1 - y2)) { /* "horizontal" line */ + for (i = 1; i < width; i++) { + if ((i & 1) == 1) { /* place above */ + y1a = y1 - (i + 1) / 2; + y2a = y2 - (i + 1) / 2; + } else { /* place below */ + y1a = y1 + (i + 1) / 2; + y2a = y2 + (i + 1) / 2; + } + if ((pta = generatePtaLine(x1, y1a, x2, y2a)) != NULL) { + ptaJoin(ptaj, pta, 0, -1); + ptaDestroy(&pta); + } + } + } else { /* "vertical" line */ + for (i = 1; i < width; i++) { + if ((i & 1) == 1) { /* place to left */ + x1a = x1 - (i + 1) / 2; + x2a = x2 - (i + 1) / 2; + } else { /* place to right */ + x1a = x1 + (i + 1) / 2; + x2a = x2 + (i + 1) / 2; + } + if ((pta = generatePtaLine(x1a, y1, x2a, y2)) != NULL) { + ptaJoin(ptaj, pta, 0, -1); + ptaDestroy(&pta); + } + } + } + + return ptaj; +} + + +/*! + * \brief generatePtaBox() + * + * \param[in] box + * \param[in] width of line + * \return ptad, or NULL on error + * + * 
+ * Notes:
+ *      (1) Because the box is constructed so that we don't have any
+ *          overlapping lines, there is no need to remove duplicates.
+ *
+ */ +PTA * +generatePtaBox(BOX *box, + l_int32 width) +{ +l_int32 x, y, w, h; +PTA *ptad, *pta; + + PROCNAME("generatePtaBox"); + + if (!box) + return (PTA *)ERROR_PTR("box not defined", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + /* Generate line points and add them to the pta. */ + boxGetGeometry(box, &x, &y, &w, &h); + if (w == 0 || h == 0) + return (PTA *)ERROR_PTR("box has w = 0 or h = 0", procName, NULL); + ptad = ptaCreate(0); + if ((width & 1) == 1) { /* odd width */ + pta = generatePtaWideLine(x - width / 2, y, + x + w - 1 + width / 2, y, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + pta = generatePtaWideLine(x + w - 1, y + 1 + width / 2, + x + w - 1, y + h - 2 - width / 2, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + pta = generatePtaWideLine(x + w - 1 + width / 2, y + h - 1, + x - width / 2, y + h - 1, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + pta = generatePtaWideLine(x, y + h - 2 - width / 2, + x, y + 1 + width / 2, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + } else { /* even width */ + pta = generatePtaWideLine(x - width / 2, y, + x + w - 2 + width / 2, y, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + pta = generatePtaWideLine(x + w - 1, y + 0 + width / 2, + x + w - 1, y + h - 2 - width / 2, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + pta = generatePtaWideLine(x + w - 2 + width / 2, y + h - 1, + x - width / 2, y + h - 1, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + pta = generatePtaWideLine(x, y + h - 2 - width / 2, + x, y + 0 + width / 2, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + } + + return ptad; +} + + +/*! + * \brief generatePtaBoxa() + * + * \param[in] boxa + * \param[in] width + * \param[in] removedups 1 to remove, 0 to leave + * \return ptad, or NULL on error + * + * 
+ * Notes:
+ *      (1) If %boxa has overlapping boxes, and if blending will
+ *          be used to give a transparent effect, transparency
+ *          artifacts at line intersections can be removed using
+ *          %removedups = 1.
+ *
+ */ +PTA * +generatePtaBoxa(BOXA *boxa, + l_int32 width, + l_int32 removedups) +{ +l_int32 i, n; +BOX *box; +PTA *ptad, *ptat, *pta; + + PROCNAME("generatePtaBoxa"); + + if (!boxa) + return (PTA *)ERROR_PTR("boxa not defined", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + n = boxaGetCount(boxa); + ptat = ptaCreate(0); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + pta = generatePtaBox(box, width); + ptaJoin(ptat, pta, 0, -1); + ptaDestroy(&pta); + boxDestroy(&box); + } + + if (removedups) + ptad = ptaRemoveDupsByAset(ptat); + else + ptad = ptaClone(ptat); + + ptaDestroy(&ptat); + return ptad; +} + + +/*! + * \brief generatePtaHashBox() + * + * \param[in] box + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width of line + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, + * L_POS_SLOPE_LINE, L_VERTICAL_LINE, + * L_NEG_SLOPE_LINE + * \param[in] outline 0 to skip drawing box outline + * \return ptad, or NULL on error + * + * 
+ * Notes:
+ *      (1) The orientation takes on one of 4 orientations (horiz, vertical,
+ *          slope +1, slope -1).
+ *      (2) The full outline is also drawn if %outline = 1.
+ *
+ */ +PTA * +generatePtaHashBox(BOX *box, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline) +{ +l_int32 bx, by, bh, bw, x, y, x1, y1, x2, y2, i, n, npts; +PTA *ptad, *pta; + + PROCNAME("generatePtaHashBox"); + + if (!box) + return (PTA *)ERROR_PTR("box not defined", procName, NULL); + if (spacing <= 1) + return (PTA *)ERROR_PTR("spacing not > 1", procName, NULL); + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return (PTA *)ERROR_PTR("invalid line orientation", procName, NULL); + boxGetGeometry(box, &bx, &by, &bw, &bh); + if (bw == 0 || bh == 0) + return (PTA *)ERROR_PTR("box has bw = 0 or bh = 0", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + /* Generate line points and add them to the pta. */ + ptad = ptaCreate(0); + if (outline) { + pta = generatePtaBox(box, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + } + if (orient == L_HORIZONTAL_LINE) { + n = 1 + bh / spacing; + for (i = 0; i < n; i++) { + y = by + (i * (bh - 1)) / (n - 1); + pta = generatePtaWideLine(bx, y, bx + bw - 1, y, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + } + } else if (orient == L_VERTICAL_LINE) { + n = 1 + bw / spacing; + for (i = 0; i < n; i++) { + x = bx + (i * (bw - 1)) / (n - 1); + pta = generatePtaWideLine(x, by, x, by + bh - 1, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + } + } else if (orient == L_POS_SLOPE_LINE) { + n = 2 + (l_int32)((bw + bh) / (1.4 * spacing)); + for (i = 0; i < n; i++) { + x = (l_int32)(bx + (i + 0.5) * 1.4 * spacing); + boxIntersectByLine(box, x, by - 1, 1.0, &x1, &y1, &x2, &y2, &npts); + if (npts == 2) { + pta = generatePtaWideLine(x1, y1, x2, y2, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + } + } + } else { /* orient == L_NEG_SLOPE_LINE */ + n = 2 + (l_int32)((bw + bh) / (1.4 * spacing)); + for (i = 0; i < n; i++) { + x = (l_int32)(bx - bh + (i + 0.5) * 1.4 * spacing); + boxIntersectByLine(box, x, by - 1, -1.0, &x1, &y1, &x2, &y2, &npts); + if (npts == 2) { + pta = generatePtaWideLine(x1, y1, x2, y2, width); + ptaJoin(ptad, pta, 0, -1); + ptaDestroy(&pta); + } + } + } + + return ptad; +} + + +/*! + * \brief generatePtaHashBoxa() + * + * \param[in] boxa + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width of line + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, ... + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, + * L_POS_SLOPE_LINE, L_VERTICAL_LINE, + * L_NEG_SLOPE_LINE + * \param[in] outline 0 to skip drawing box outline + * \param[in] removedups 1 to remove, 0 to leave + * \return ptad, or NULL on error + * + * 
+ * Notes:
+ *      (1) The orientation takes on one of 4 orientations (horiz, vertical,
+ *          slope +1, slope -1).
+ *      (2) The full outline is also drawn if %outline = 1.
+ *      (3) If the boxa has overlapping boxes, and if blending will
+ *          be used to give a transparent effect, transparency
+ *          artifacts at line intersections can be removed using
+ *          %removedups = 1.
+ *
+ */ +PTA * +generatePtaHashBoxa(BOXA *boxa, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 removedups) +{ +l_int32 i, n; +BOX *box; +PTA *ptad, *ptat, *pta; + + PROCNAME("generatePtaHashBoxa"); + + if (!boxa) + return (PTA *)ERROR_PTR("boxa not defined", procName, NULL); + if (spacing <= 1) + return (PTA *)ERROR_PTR("spacing not > 1", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return (PTA *)ERROR_PTR("invalid line orientation", procName, NULL); + + n = boxaGetCount(boxa); + ptat = ptaCreate(0); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + pta = generatePtaHashBox(box, spacing, width, orient, outline); + ptaJoin(ptat, pta, 0, -1); + ptaDestroy(&pta); + boxDestroy(&box); + } + + if (removedups) + ptad = ptaRemoveDupsByAset(ptat); + else + ptad = ptaClone(ptat); + + ptaDestroy(&ptat); + return ptad; +} + + +/*! + * \brief generatePtaaBoxa() + * + * \param[in] boxa + * \return ptaa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates a pta of the four corners for each box in
+ *          the boxa.
+ *      (2) Each of these pta can be rendered onto a pix with random colors,
+ *          by using pixRenderRandomCmapPtaa() with closeflag = 1.
+ *
+ */ +PTAA * +generatePtaaBoxa(BOXA *boxa) +{ +l_int32 i, n, x, y, w, h; +BOX *box; +PTA *pta; +PTAA *ptaa; + + PROCNAME("generatePtaaBoxa"); + + if (!boxa) + return (PTAA *)ERROR_PTR("boxa not defined", procName, NULL); + + n = boxaGetCount(boxa); + ptaa = ptaaCreate(n); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + boxGetGeometry(box, &x, &y, &w, &h); + pta = ptaCreate(4); + ptaAddPt(pta, x, y); + ptaAddPt(pta, x + w - 1, y); + ptaAddPt(pta, x + w - 1, y + h - 1); + ptaAddPt(pta, x, y + h - 1); + ptaaAddPta(ptaa, pta, L_INSERT); + boxDestroy(&box); + } + + return ptaa; +} + + +/*! + * \brief generatePtaaHashBoxa() + * + * \param[in] boxa + * \param[in] spacing spacing between hash lines; must be > 1 + * \param[in] width hash line width + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, + * L_POS_SLOPE_LINE, L_VERTICAL_LINE, + * L_NEG_SLOPE_LINE + * \param[in] outline 0 to skip drawing box outline + * \return ptaa, or NULL on error + * + * 
+ * Notes:
+ *      (1) The orientation takes on one of 4 orientations (horiz, vertical,
+ *          slope +1, slope -1).
+ *      (2) The full outline is also drawn if %outline = 1.
+ *      (3) Each of these pta can be rendered onto a pix with random colors,
+ *          by using pixRenderRandomCmapPtaa() with closeflag = 1.
+ *
+ *
+ */ +PTAA * +generatePtaaHashBoxa(BOXA *boxa, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline) +{ +l_int32 i, n; +BOX *box; +PTA *pta; +PTAA *ptaa; + + PROCNAME("generatePtaaHashBoxa"); + + if (!boxa) + return (PTAA *)ERROR_PTR("boxa not defined", procName, NULL); + if (spacing <= 1) + return (PTAA *)ERROR_PTR("spacing not > 1", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return (PTAA *)ERROR_PTR("invalid line orientation", procName, NULL); + + n = boxaGetCount(boxa); + ptaa = ptaaCreate(n); + for (i = 0; i < n; i++) { + box = boxaGetBox(boxa, i, L_CLONE); + pta = generatePtaHashBox(box, spacing, width, orient, outline); + ptaaAddPta(ptaa, pta, L_INSERT); + boxDestroy(&box); + } + + return ptaa; +} + + +/*! + * \brief generatePtaPolyline() + * + * \param[in] ptas vertices of polyline + * \param[in] width + * \param[in] closeflag 1 to close the contour; 0 otherwise + * \param[in] removedups 1 to remove, 0 to leave + * \return ptad, or NULL on error + */ +PTA * +generatePtaPolyline(PTA *ptas, + l_int32 width, + l_int32 closeflag, + l_int32 removedups) +{ +l_int32 i, n, x1, y1, x2, y2; +PTA *ptad, *ptat, *pta; + + PROCNAME("generatePtaPolyline"); + + if (!ptas) + return (PTA *)ERROR_PTR("ptas not defined", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + n = ptaGetCount(ptas); + ptat = ptaCreate(0); + if (n < 2) /* nothing to do */ + return ptat; + + ptaGetIPt(ptas, 0, &x1, &y1); + for (i = 1; i < n; i++) { + ptaGetIPt(ptas, i, &x2, &y2); + pta = generatePtaWideLine(x1, y1, x2, y2, width); + ptaJoin(ptat, pta, 0, -1); + ptaDestroy(&pta); + x1 = x2; + y1 = y2; + } + + if (closeflag) { + ptaGetIPt(ptas, 0, &x2, &y2); + pta = generatePtaWideLine(x1, y1, x2, y2, width); + ptaJoin(ptat, pta, 0, -1); + ptaDestroy(&pta); + } + + if (removedups) + ptad = ptaRemoveDupsByAset(ptat); + else + ptad = ptaClone(ptat); + + ptaDestroy(&ptat); + return ptad; +} + + +/*! + * \brief generatePtaGrid() + * + * \param[in] w, h of region where grid will be displayed + * \param[in] nx, ny number of rectangles in each direction in grid + * \param[in] width of rendered lines + * \return ptad, or NULL on error + */ +PTA * +generatePtaGrid(l_int32 w, + l_int32 h, + l_int32 nx, + l_int32 ny, + l_int32 width) +{ +l_int32 i, j, bx, by, x1, x2, y1, y2; +BOX *box; +BOXA *boxa; +PTA *pta; + + PROCNAME("generatePtaGrid"); + + if (nx < 1 || ny < 1) + return (PTA *)ERROR_PTR("nx and ny must be > 0", procName, NULL); + if (w < 2 * nx || h < 2 * ny) + return (PTA *)ERROR_PTR("w and/or h too small", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + boxa = boxaCreate(nx * ny); + bx = (w + nx - 1) / nx; + by = (h + ny - 1) / ny; + for (i = 0; i < ny; i++) { + y1 = by * i; + y2 = L_MIN(y1 + by, h - 1); + for (j = 0; j < nx; j++) { + x1 = bx * j; + x2 = L_MIN(x1 + bx, w - 1); + box = boxCreate(x1, y1, x2 - x1 + 1, y2 - y1 + 1); + boxaAddBox(boxa, box, L_INSERT); + } + } + + pta = generatePtaBoxa(boxa, width, 1); + boxaDestroy(&boxa); + return pta; +} + + +/*! + * \brief convertPtaLineTo4cc() + * + * \param[in] ptas 8-connected line of points + * \return ptad 4-connected line, or NULL on error + * + * 
+ * Notes:
+ *      (1) When a polyline is generated with width = 1, the resulting
+ *          line is not 4-connected in general.  This function adds
+ *          points as necessary to convert the line to 4-cconnected.
+ *          It is useful when rendering 1 bpp on a pix.
+ *      (2) Do not use this for lines generated with width > 1.
+ *
+ */ +PTA * +convertPtaLineTo4cc(PTA *ptas) +{ +l_int32 i, n, x, y, xp, yp; +PTA *ptad; + + PROCNAME("convertPtaLineTo4cc"); + + if (!ptas) + return (PTA *)ERROR_PTR("ptas not defined", procName, NULL); + + n = ptaGetCount(ptas); + ptad = ptaCreate(n); + ptaGetIPt(ptas, 0, &xp, &yp); + ptaAddPt(ptad, xp, yp); + for (i = 1; i < n; i++) { + ptaGetIPt(ptas, i, &x, &y); + if (x != xp && y != yp) /* diagonal */ + ptaAddPt(ptad, x, yp); + ptaAddPt(ptad, x, y); + xp = x; + yp = y; + } + + return ptad; +} + + +/*! + * \brief generatePtaFilledCircle() + * + * \param[in] radius + * \return pta, or NULL on error + * + * 
+ * Notes:
+ *      (1) The circle is has diameter = 2 * radius + 1.
+ *      (2) It is located with the center of the circle at the
+ *          point (%radius, %radius).
+ *      (3) Consequently, it typically must be translated if
+ *          it is to represent a set of pixels in an image.
+ *
+ */ +PTA * +generatePtaFilledCircle(l_int32 radius) +{ +l_int32 x, y; +l_float32 radthresh, sqdist; +PTA *pta; + + PROCNAME("generatePtaFilledCircle"); + + if (radius < 1) + return (PTA *)ERROR_PTR("radius must be >= 1", procName, NULL); + + pta = ptaCreate(0); + radthresh = (radius + 0.5) * (radius + 0.5); + for (y = 0; y <= 2 * radius; y++) { + for (x = 0; x <= 2 * radius; x++) { + sqdist = (l_float32)((y - radius) * (y - radius) + + (x - radius) * (x - radius)); + if (sqdist <= radthresh) + ptaAddPt(pta, x, y); + } + } + + return pta; +} + + +/*! + * \brief generatePtaFilledSquare() + * + * \param[in] side + * \return pta, or NULL on error + * + * 
+ * Notes:
+ *      (1) The center of the square can be chosen to be at
+ *          (side / 2, side / 2).  It must be translated by this amount
+ *          when used for replication.
+ *
+ */ +PTA * +generatePtaFilledSquare(l_int32 side) +{ +l_int32 x, y; +PTA *pta; + + PROCNAME("generatePtaFilledSquare"); + if (side < 1) + return (PTA *)ERROR_PTR("side must be > 0", procName, NULL); + + pta = ptaCreate(0); + for (y = 0; y < side; y++) + for (x = 0; x < side; x++) + ptaAddPt(pta, x, y); + + return pta; +} + + +/*! + * \brief generatePtaLineFromPt() + * + * \param[in] x, y point of origination + * \param[in] length of line, including starting point + * \param[in] radang angle in radians, CW from horizontal + * \return pta, or NULL on error + * + * 
+ * Notes:
+ *      (1) %length of the line is 1 greater than the distance
+ *          used in locatePtRadially().  Example: a distance of 1
+ *          gives rise to a length of 2.
+ *
+ */ +PTA * +generatePtaLineFromPt(l_int32 x, + l_int32 y, + l_float64 length, + l_float64 radang) +{ +l_int32 x2, y2; /* the point at the other end of the line */ + + x2 = x + (l_int32)((length - 1.0) * cos(radang)); + y2 = y + (l_int32)((length - 1.0) * sin(radang)); + return generatePtaLine(x, y, x2, y2); +} + + +/*! + * \brief locatePtRadially() + * + * \param[in] xr, yr reference point + * \param[in] radang angle in radians, CW from horizontal + * \param[in] dist distance of point from reference point along + * line given by the specified angle + * \param[out] px, py location of point + * \return 0 if OK, 1 on error + */ +l_ok +locatePtRadially(l_int32 xr, + l_int32 yr, + l_float64 dist, + l_float64 radang, + l_float64 *px, + l_float64 *py) +{ + PROCNAME("locatePtRadially"); + + if (!px || !py) + return ERROR_INT("&x and &y not both defined", procName, 1); + + *px = xr + dist * cos(radang); + *py = yr + dist * sin(radang); + return 0; +} + + +/*------------------------------------------------------------------* + * Rendering function plots directly on images * + *------------------------------------------------------------------*/ +/*! + * \brief pixRenderPlotFromNuma() + * + * \param[in,out] ppix any type; replaced if not 32 bpp rgb + * \param[in] na to be plotted + * \param[in] plotloc location of plot: L_PLOT_AT_TOP, etc + * \param[in] linewidth width of "line" that is drawn; between 1 and 7 + * \param[in] max maximum excursion in pixels from baseline + * \param[in] color plot color: 0xrrggbb00 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Simplified interface for plotting row or column aligned data
+ *          on a pix.
+ *      (2) This replaces %pix with a 32 bpp rgb version if it is not
+ *          already 32 bpp.  It then draws the plot on the pix.
+ *      (3) See makePlotPtaFromNumaGen() for more details.
+ *
+ */ +l_ok +pixRenderPlotFromNuma(PIX **ppix, + NUMA *na, + l_int32 plotloc, + l_int32 linewidth, + l_int32 max, + l_uint32 color) +{ +l_int32 w, h, size, rval, gval, bval; +PIX *pix1; +PTA *pta; + + PROCNAME("pixRenderPlotFromNuma"); + + if (!ppix) + return ERROR_INT("&pix not defined", procName, 1); + if (*ppix == NULL) + return ERROR_INT("pix not defined", procName, 1); + + pixGetDimensions(*ppix, &w, &h, NULL); + size = (plotloc == L_PLOT_AT_TOP || plotloc == L_PLOT_AT_MID_HORIZ || + plotloc == L_PLOT_AT_BOT) ? h : w; + pta = makePlotPtaFromNuma(na, size, plotloc, linewidth, max); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + + if (pixGetDepth(*ppix) != 32) { + pix1 = pixConvertTo32(*ppix); + pixDestroy(ppix); + *ppix = pix1; + } + extractRGBValues(color, &rval, &gval, &bval); + pixRenderPtaArb(*ppix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief makePlotPtaFromNuma() + * + * \param[in] na + * \param[in] size pix height for horizontal plot; pix width + * for vertical plot + * \param[in] plotloc location of plot: L_PLOT_AT_TOP, etc + * \param[in] linewidth width of "line" that is drawn; between 1 and 7 + * \param[in] max maximum excursion in pixels from baseline + * \return ptad, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates points from %numa representing y(x) or x(y)
+ *          with respect to a pix.  A horizontal plot y(x) is drawn for
+ *          a function of column position, and a vertical plot is drawn
+ *          for a function x(y) of row position.  The baseline is located
+ *          so that all plot points will fit in the pix.
+ *      (2) See makePlotPtaFromNumaGen() for more details.
+ *
+ */ +PTA * +makePlotPtaFromNuma(NUMA *na, + l_int32 size, + l_int32 plotloc, + l_int32 linewidth, + l_int32 max) +{ +l_int32 orient, refpos; + + PROCNAME("makePlotPtaFromNuma"); + + if (!na) + return (PTA *)ERROR_PTR("na not defined", procName, NULL); + if (plotloc == L_PLOT_AT_TOP || plotloc == L_PLOT_AT_MID_HORIZ || + plotloc == L_PLOT_AT_BOT) { + orient = L_HORIZONTAL_LINE; + } else if (plotloc == L_PLOT_AT_LEFT || plotloc == L_PLOT_AT_MID_VERT || + plotloc == L_PLOT_AT_RIGHT) { + orient = L_VERTICAL_LINE; + } else { + return (PTA *)ERROR_PTR("invalid plotloc", procName, NULL); + } + + if (plotloc == L_PLOT_AT_LEFT || plotloc == L_PLOT_AT_TOP) + refpos = max; + else if (plotloc == L_PLOT_AT_MID_VERT || plotloc == L_PLOT_AT_MID_HORIZ) + refpos = size / 2; + else /* L_PLOT_AT_RIGHT || L_PLOT_AT_BOT */ + refpos = size - max - 1; + + return makePlotPtaFromNumaGen(na, orient, linewidth, refpos, max, 1); +} + + +/*! + * \brief pixRenderPlotFromNumaGen() + * + * \param[in,out] ppix any type; replaced if not 32 bpp rgb + * \param[in] na to be plotted + * \param[in] orient L_HORIZONTAL_LINE, L_VERTICAL_LINE + * \param[in] linewidth width of "line" that is drawn; between 1 and 7 + * \param[in] refpos reference position: y for horizontal; + * x for vertical + * \param[in] max maximum excursion in pixels from baseline + * \param[in] drawref 1 to draw the reference line and its normal + * \param[in] color plot color: 0xrrggbb00 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) General interface for plotting row or column aligned data
+ *          on a pix.
+ *      (2) This replaces %pix with a 32 bpp rgb version if it is not
+ *          already 32 bpp.  It then draws the plot on the pix.
+ *      (3) See makePlotPtaFromNumaGen() for other input parameters.
+ *
+ */ +l_ok +pixRenderPlotFromNumaGen(PIX **ppix, + NUMA *na, + l_int32 orient, + l_int32 linewidth, + l_int32 refpos, + l_int32 max, + l_int32 drawref, + l_uint32 color) +{ +l_int32 rval, gval, bval; +PIX *pix1; +PTA *pta; + + PROCNAME("pixRenderPlotFromNumaGen"); + + if (!ppix) + return ERROR_INT("&pix not defined", procName, 1); + if (*ppix == NULL) + return ERROR_INT("pix not defined", procName, 1); + + pta = makePlotPtaFromNumaGen(na, orient, linewidth, refpos, max, drawref); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + + if (pixGetDepth(*ppix) != 32) { + pix1 = pixConvertTo32(*ppix); + pixDestroy(ppix); + *ppix = pix1; + } + extractRGBValues(color, &rval, &gval, &bval); + pixRenderPtaArb(*ppix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief makePlotPtaFromNumaGen() + * + * \param[in] na + * \param[in] orient L_HORIZONTAL_LINE, L_VERTICAL_LINE + * \param[in] linewidth width of "line" that is drawn; between 1 and 7 + * \param[in] refpos reference position: y for horizontal; + * x for vertical + * \param[in] max maximum excursion in pixels from baseline + * \param[in] drawref 1 to draw the reference line and its normal + * \return ptad, or NULL on error + * + * 
+ * Notes:
+ *      (1) This generates points from %numa representing y(x) or x(y)
+ *          with respect to a pix.  For y(x), we draw a horizontal line
+ *          at the reference position and a vertical line at the edge; then
+ *          we draw the values of %numa, scaled so that the maximum
+ *          excursion from the reference position is %max pixels.
+ *      (2) The start and delx parameters of %numa are used to refer
+ *          its values to the raster lines (L_VERTICAL_LINE) or columns
+ *          (L_HORIZONTAL_LINE).
+ *      (3) The linewidth is chosen in the interval [1 ... 7].
+ *      (4) %refpos should be chosen so the plot is entirely within the pix
+ *          that it will be painted onto.
+ *      (5) This would typically be used to plot, in place, a function
+ *          computed along pixel rows or columns.
+ *
+ */ +PTA * +makePlotPtaFromNumaGen(NUMA *na, + l_int32 orient, + l_int32 linewidth, + l_int32 refpos, + l_int32 max, + l_int32 drawref) +{ +l_int32 i, n, maxw, maxh; +l_float32 minval, maxval, absval, val, scale, start, del; +PTA *pta1, *pta2, *ptad; + + PROCNAME("makePlotPtaFromNumaGen"); + + if (!na) + return (PTA *)ERROR_PTR("na not defined", procName, NULL); + if (orient != L_HORIZONTAL_LINE && orient != L_VERTICAL_LINE) + return (PTA *)ERROR_PTR("invalid orient", procName, NULL); + if (linewidth < 1) { + L_WARNING("linewidth < 1; setting to 1\n", procName); + linewidth = 1; + } + if (linewidth > 7) { + L_WARNING("linewidth > 7; setting to 7\n", procName); + linewidth = 7; + } + + numaGetMin(na, &minval, NULL); + numaGetMax(na, &maxval, NULL); + absval = L_MAX(L_ABS(minval), L_ABS(maxval)); + scale = (l_float32)max / (l_float32)absval; + n = numaGetCount(na); + numaGetParameters(na, &start, &del); + + /* Generate the plot points */ + pta1 = ptaCreate(n); + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + if (orient == L_HORIZONTAL_LINE) { + ptaAddPt(pta1, start + i * del, refpos + scale * val); + maxw = (del >= 0) ? start + n * del + linewidth + : start + linewidth; + maxh = refpos + max + linewidth; + } else { /* vertical line */ + ptaAddPt(pta1, refpos + scale * val, start + i * del); + maxw = refpos + max + linewidth; + maxh = (del >= 0) ? start + n * del + linewidth + : start + linewidth; + } + } + + /* Optionally, widen the plot */ + if (linewidth > 1) { + if (linewidth % 2 == 0) /* even linewidth; use side of a square */ + pta2 = generatePtaFilledSquare(linewidth); + else /* odd linewidth; use radius of a circle */ + pta2 = generatePtaFilledCircle(linewidth / 2); + ptad = ptaReplicatePattern(pta1, NULL, pta2, linewidth / 2, + linewidth / 2, maxw, maxh); + ptaDestroy(&pta2); + } else { + ptad = ptaClone(pta1); + } + ptaDestroy(&pta1); + + /* Optionally, add the reference lines */ + if (drawref) { + if (orient == L_HORIZONTAL_LINE) { + pta1 = generatePtaLine(start, refpos, start + n * del, refpos); + ptaJoin(ptad, pta1, 0, -1); + ptaDestroy(&pta1); + pta1 = generatePtaLine(start, refpos - max, + start, refpos + max); + ptaJoin(ptad, pta1, 0, -1); + } else { /* vertical line */ + pta1 = generatePtaLine(refpos, start, refpos, start + n * del); + ptaJoin(ptad, pta1, 0, -1); + ptaDestroy(&pta1); + pta1 = generatePtaLine(refpos - max, start, + refpos + max, start); + ptaJoin(ptad, pta1, 0, -1); + } + ptaDestroy(&pta1); + } + + return ptad; +} + + +/*------------------------------------------------------------------* + * Pta generation for arbitrary shapes built with lines * + *------------------------------------------------------------------*/ +/*! + * \brief pixRenderPta() + * + * \param[in] pix any depth, not cmapped + * \param[in] pta arbitrary set of points + * \param[in] op one of L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) L_SET_PIXELS puts all image bits in each pixel to 1
+ *          (black for 1 bpp; white for depth > 1)
+ *      (2) L_CLEAR_PIXELS puts all image bits in each pixel to 0
+ *          (white for 1 bpp; black for depth > 1)
+ *      (3) L_FLIP_PIXELS reverses all image bits in each pixel
+ *      (4) This function clips the rendering to the pix.  It performs
+ *          clipping for functions such as pixRenderLine(),
+ *          pixRenderBox() and pixRenderBoxa(), that call pixRenderPta().
+ *
+ */ +l_ok +pixRenderPta(PIX *pix, + PTA *pta, + l_int32 op) +{ +l_int32 i, n, x, y, w, h, d, maxval; + + PROCNAME("pixRenderPta"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (pixGetColormap(pix)) + return ERROR_INT("pix is colormapped", procName, 1); + if (!pta) + return ERROR_INT("pta not defined", procName, 1); + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return ERROR_INT("invalid op", procName, 1); + + pixGetDimensions(pix, &w, &h, &d); + maxval = 1; + if (op == L_SET_PIXELS) { + switch (d) + { + case 2: + maxval = 0x3; + break; + case 4: + maxval = 0xf; + break; + case 8: + maxval = 0xff; + break; + case 16: + maxval = 0xffff; + break; + case 32: + maxval = 0xffffffff; + break; + } + } + + n = ptaGetCount(pta); + for (i = 0; i < n; i++) { + ptaGetIPt(pta, i, &x, &y); + if (x < 0 || x >= w) + continue; + if (y < 0 || y >= h) + continue; + switch (op) + { + case L_SET_PIXELS: + pixSetPixel(pix, x, y, maxval); + break; + case L_CLEAR_PIXELS: + pixClearPixel(pix, x, y); + break; + case L_FLIP_PIXELS: + pixFlipPixel(pix, x, y); + break; + default: + break; + } + } + + return 0; +} + + +/*! + * \brief pixRenderPtaArb() + * + * \param[in] pix any depth, cmapped ok + * \param[in] pta arbitrary set of points + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If %pix is colormapped, render this color (or the nearest
+ *          color if the cmap is full) on each pixel.
+ *      (2) The rgb components have the standard dynamic range [0 ... 255]
+ *      (3) If pix is not colormapped, do the best job you can using
+ *          the input colors:
+ *          ~ d = 1: set the pixels
+ *          ~ d = 2, 4, 8: average the input rgb value
+ *          ~ d = 32: use the input rgb value
+ *      (4) This function clips the rendering to %pix.
+ *
+ */ +l_ok +pixRenderPtaArb(PIX *pix, + PTA *pta, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval) +{ +l_int32 i, n, x, y, w, h, d, index; +l_uint8 val; +l_uint32 val32; +PIXCMAP *cmap; + + PROCNAME("pixRenderPtaArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!pta) + return ERROR_INT("pta not defined", procName, 1); + d = pixGetDepth(pix); + if (d != 1 && d != 2 && d != 4 && d != 8 && d != 32) + return ERROR_INT("depth not in {1,2,4,8,32}", procName, 1); + + if (d == 1) { + pixRenderPta(pix, pta, L_SET_PIXELS); + return 0; + } + + cmap = pixGetColormap(pix); + pixGetDimensions(pix, &w, &h, &d); + if (cmap) { + pixcmapAddNearestColor(cmap, rval, gval, bval, &index); + } else { + if (d == 2) + val = (rval + gval + bval) / (3 * 64); + else if (d == 4) + val = (rval + gval + bval) / (3 * 16); + else if (d == 8) + val = (rval + gval + bval) / 3; + else /* d == 32 */ + composeRGBPixel(rval, gval, bval, &val32); + } + + n = ptaGetCount(pta); + for (i = 0; i < n; i++) { + ptaGetIPt(pta, i, &x, &y); + if (x < 0 || x >= w) + continue; + if (y < 0 || y >= h) + continue; + if (cmap) + pixSetPixel(pix, x, y, index); + else if (d == 32) + pixSetPixel(pix, x, y, val32); + else + pixSetPixel(pix, x, y, val); + } + + return 0; +} + + +/*! + * \brief pixRenderPtaBlend() + * + * \param[in] pix 32 bpp rgb + * \param[in] pta arbitrary set of points + * \param[in] rval, gval, bval + * \param[in] fract + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function clips the rendering to %pix.
+ *
+ */ +l_ok +pixRenderPtaBlend(PIX *pix, + PTA *pta, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval, + l_float32 fract) +{ +l_int32 i, n, x, y, w, h; +l_uint8 nrval, ngval, nbval; +l_uint32 val32; +l_float32 frval, fgval, fbval; + + PROCNAME("pixRenderPtaBlend"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!pta) + return ERROR_INT("pta not defined", procName, 1); + if (pixGetDepth(pix) != 32) + return ERROR_INT("depth not 32 bpp", procName, 1); + if (fract < 0.0 || fract > 1.0) { + L_WARNING("fract must be in [0.0, 1.0]; setting to 0.5\n", procName); + fract = 0.5; + } + + pixGetDimensions(pix, &w, &h, NULL); + n = ptaGetCount(pta); + frval = fract * rval; + fgval = fract * gval; + fbval = fract * bval; + for (i = 0; i < n; i++) { + ptaGetIPt(pta, i, &x, &y); + if (x < 0 || x >= w) + continue; + if (y < 0 || y >= h) + continue; + pixGetPixel(pix, x, y, &val32); + nrval = GET_DATA_BYTE(&val32, COLOR_RED); + nrval = (l_uint8)((1. - fract) * nrval + frval); + ngval = GET_DATA_BYTE(&val32, COLOR_GREEN); + ngval = (l_uint8)((1. - fract) * ngval + fgval); + nbval = GET_DATA_BYTE(&val32, COLOR_BLUE); + nbval = (l_uint8)((1. - fract) * nbval + fbval); + composeRGBPixel(nrval, ngval, nbval, &val32); + pixSetPixel(pix, x, y, val32); + } + + return 0; +} + + +/*------------------------------------------------------------------* + * Rendering of arbitrary shapes built with lines * + *------------------------------------------------------------------*/ +/*! + * \brief pixRenderLine() + * + * \param[in] pix any depth, not cmapped + * \param[in] x1, y1 + * \param[in] x2, y2 + * \param[in] width thickness of line + * \param[in] op one of L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderLine(PIX *pix, + l_int32 x1, + l_int32 y1, + l_int32 x2, + l_int32 y2, + l_int32 width, + l_int32 op) +{ +PTA *pta; + + PROCNAME("pixRenderLine"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (width < 1) { + L_WARNING("width must be > 0; setting to 1\n", procName); + width = 1; + } + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return ERROR_INT("invalid op", procName, 1); + + if ((pta = generatePtaWideLine(x1, y1, x2, y2, width)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPta(pix, pta, op); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderLineArb() + * + * \param[in] pix any depth, cmapped ok + * \param[in] x1, y1 + * \param[in] x2, y2 + * \param[in] width thickness of line + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderLineArb(PIX *pix, + l_int32 x1, + l_int32 y1, + l_int32 x2, + l_int32 y2, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval) +{ +PTA *pta; + + PROCNAME("pixRenderLineArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (width < 1) { + L_WARNING("width must be > 0; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaWideLine(x1, y1, x2, y2, width)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaArb(pix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderLineBlend() + * + * \param[in] pix 32 bpp rgb + * \param[in] x1, y1 + * \param[in] x2, y2 + * \param[in] width thickness of line + * \param[in] rval, gval, bval + * \param[in] fract + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderLineBlend(PIX *pix, + l_int32 x1, + l_int32 y1, + l_int32 x2, + l_int32 y2, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval, + l_float32 fract) +{ +PTA *pta; + + PROCNAME("pixRenderLineBlend"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (width < 1) { + L_WARNING("width must be > 0; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaWideLine(x1, y1, x2, y2, width)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaBlend(pix, pta, rval, gval, bval, fract); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderBox() + * + * \param[in] pix any depth, not cmapped + * \param[in] box + * \param[in] width thickness of box lines + * \param[in] op one of L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderBox(PIX *pix, + BOX *box, + l_int32 width, + l_int32 op) +{ +PTA *pta; + + PROCNAME("pixRenderBox"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return ERROR_INT("invalid op", procName, 1); + + if ((pta = generatePtaBox(box, width)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPta(pix, pta, op); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderBoxArb() + * + * \param[in] pix any depth, cmapped ok + * \param[in] box + * \param[in] width thickness of box lines + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderBoxArb(PIX *pix, + BOX *box, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval) +{ +PTA *pta; + + PROCNAME("pixRenderBoxArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaBox(box, width)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaArb(pix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderBoxBlend() + * + * \param[in] pix 32 bpp rgb + * \param[in] box + * \param[in] width thickness of box lines + * \param[in] rval, gval, bval + * \param[in] fract in [0.0 - 1.0]: 1.0 is no transparency; + * 0.0 is complete transparency (no effect) + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderBoxBlend(PIX *pix, + BOX *box, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval, + l_float32 fract) +{ +PTA *pta; + + PROCNAME("pixRenderBoxBlend"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaBox(box, width)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaBlend(pix, pta, rval, gval, bval, fract); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderBoxa() + * + * \param[in] pix any depth, not cmapped + * \param[in] boxa + * \param[in] width thickness of line + * \param[in] op one of L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderBoxa(PIX *pix, + BOXA *boxa, + l_int32 width, + l_int32 op) +{ +PTA *pta; + + PROCNAME("pixRenderBoxa"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return ERROR_INT("invalid op", procName, 1); + + if ((pta = generatePtaBoxa(boxa, width, 0)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPta(pix, pta, op); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderBoxaArb() + * + * \param[in] pix any depth; colormapped is ok + * \param[in] boxa + * \param[in] width thickness of line + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderBoxaArb(PIX *pix, + BOXA *boxa, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval) +{ +PTA *pta; + + PROCNAME("pixRenderBoxaArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaBoxa(boxa, width, 0)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaArb(pix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderBoxaBlend() + * + * \param[in] pix 32 bpp rgb + * \param[in] boxa + * \param[in] width thickness of line + * \param[in] rval, gval, bval + * \param[in] fract in [0.0 - 1.0]: 1.0 is no transparency; + * 0.0 is complete transparency (no effect) + * \param[in] removedups 1 to remove; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderBoxaBlend(PIX *pix, + BOXA *boxa, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval, + l_float32 fract, + l_int32 removedups) +{ +PTA *pta; + + PROCNAME("pixRenderBoxaBlend"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaBoxa(boxa, width, removedups)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaBlend(pix, pta, rval, gval, bval, fract); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderHashBox() + * + * \param[in] pix any depth, not cmapped + * \param[in] box + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width thickness of box and hash lines + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, ... + * \param[in] outline 0 to skip drawing box outline + * \param[in] op one of L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderHashBox(PIX *pix, + BOX *box, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 op) +{ +PTA *pta; + + PROCNAME("pixRenderHashBox"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (spacing <= 1) + return ERROR_INT("spacing not > 1", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return ERROR_INT("invalid line orientation", procName, 1); + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return ERROR_INT("invalid op", procName, 1); + + pta = generatePtaHashBox(box, spacing, width, orient, outline); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + pixRenderPta(pix, pta, op); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderHashBoxArb() + * + * \param[in] pix any depth; cmapped ok + * \param[in] box + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width thickness of box and hash lines + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, ... + * \param[in] outline 0 to skip drawing box outline + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderHashBoxArb(PIX *pix, + BOX *box, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +PTA *pta; + + PROCNAME("pixRenderHashBoxArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (spacing <= 1) + return ERROR_INT("spacing not > 1", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return ERROR_INT("invalid line orientation", procName, 1); + + pta = generatePtaHashBox(box, spacing, width, orient, outline); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaArb(pix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderHashBoxBlend() + * + * \param[in] pix 32 bpp + * \param[in] box + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width thickness of box and hash lines + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, ... + * \param[in] outline 0 to skip drawing box outline + * \param[in] rval, gval, bval + * \param[in] fract in [0.0 - 1.0]: 1.0 is no transparency; + * 0.0 is complete transparency (no effect) + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderHashBoxBlend(PIX *pix, + BOX *box, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_float32 fract) +{ +PTA *pta; + + PROCNAME("pixRenderHashBoxBlend"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!box) + return ERROR_INT("box not defined", procName, 1); + if (spacing <= 1) + return ERROR_INT("spacing not > 1", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return ERROR_INT("invalid line orientation", procName, 1); + + pta = generatePtaHashBox(box, spacing, width, orient, outline); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaBlend(pix, pta, rval, gval, bval, fract); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderHashMaskArb() + * + * \param[in] pix any depth; cmapped ok + * \param[in] pixm 1 bpp clipping mask for hash marks + * \param[in] x,y UL corner of %pixm with respect to %pix + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width thickness of box and hash lines + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, + * L_POS_SLOPE_LINE, L_VERTICAL_LINE, + * L_NEG_SLOPE_LINE + * \param[in] outline 0 to skip drawing box outline + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + * 
+ * Notes:
+ *      (1) This is an in-place operation that renders hash lines
+ *          through a mask %pixm onto %pix.  The mask origin is
+ *          translated by (%x,%y) relative to the origin of %pix.
+ *
+ */ +l_ok +pixRenderHashMaskArb(PIX *pix, + PIX *pixm, + l_int32 x, + l_int32 y, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +l_int32 w, h; +BOX *box1, *box2; +PIX *pix1; +PTA *pta1, *pta2; + + PROCNAME("pixRenderHashMaskArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!pixm || pixGetDepth(pixm) != 1) + return ERROR_INT("pixm not defined or not 1 bpp", procName, 1); + if (spacing <= 1) + return ERROR_INT("spacing not > 1", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return ERROR_INT("invalid line orientation", procName, 1); + + /* Get the points for masked hash lines */ + pixGetDimensions(pixm, &w, &h, NULL); + box1 = boxCreate(0, 0, w, h); + pta1 = generatePtaHashBox(box1, spacing, width, orient, outline); + pta2 = ptaCropToMask(pta1, pixm); + boxDestroy(&box1); + ptaDestroy(&pta1); + + /* Clip out the region and apply the hash lines */ + box2 = boxCreate(x, y, w, h); + pix1 = pixClipRectangle(pix, box2, NULL); + pixRenderPtaArb(pix1, pta2, rval, gval, bval); + ptaDestroy(&pta2); + boxDestroy(&box2); + + /* Rasterop the altered rectangle back in place */ + pixRasterop(pix, x, y, w, h, PIX_SRC, pix1, 0, 0); + pixDestroy(&pix1); + return 0; +} + + +/*! + * \brief pixRenderHashBoxa() + * + * \param[in] pix any depth, not cmapped + * \param[in] boxa + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width thickness of box and hash lines + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, + * L_POS_SLOPE_LINE, L_VERTICAL_LINE, + * L_NEG_SLOPE_LINE + * \param[in] outline 0 to skip drawing box outline + * \param[in] op one of L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderHashBoxa(PIX *pix, + BOXA *boxa, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 op) + { +PTA *pta; + + PROCNAME("pixRenderHashBoxa"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (spacing <= 1) + return ERROR_INT("spacing not > 1", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return ERROR_INT("invalid line orientation", procName, 1); + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return ERROR_INT("invalid op", procName, 1); + + pta = generatePtaHashBoxa(boxa, spacing, width, orient, outline, 1); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + pixRenderPta(pix, pta, op); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderHashBoxaArb() + * + * \param[in] pix any depth; cmapped ok + * \param[in] box + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width thickness of box and hash lines + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, + * L_POS_SLOPE_LINE, L_VERTICAL_LINE, + * L_NEG_SLOPE_LINE + * \param[in] outline 0 to skip drawing box outline + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderHashBoxaArb(PIX *pix, + BOXA *boxa, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 rval, + l_int32 gval, + l_int32 bval) +{ +PTA *pta; + + PROCNAME("pixRenderHashBoxArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (spacing <= 1) + return ERROR_INT("spacing not > 1", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return ERROR_INT("invalid line orientation", procName, 1); + + pta = generatePtaHashBoxa(boxa, spacing, width, orient, outline, 1); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaArb(pix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderHashBoxaBlend() + * + * \param[in] pix 32 bpp rgb + * \param[in] boxa + * \param[in] spacing spacing between lines; must be > 1 + * \param[in] width thickness of box and hash lines + * \param[in] orient orientation of lines: L_HORIZONTAL_LINE, + * L_POS_SLOPE_LINE, L_VERTICAL_LINE, + * L_NEG_SLOPE_LINE + * \param[in] outline 0 to skip drawing box outline + * \param[in] rval, gval, bval + * \param[in] fract in [0.0 - 1.0]: 1.0 is no transparency; + * 0.0 is complete transparency (no effect) + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderHashBoxaBlend(PIX *pix, + BOXA *boxa, + l_int32 spacing, + l_int32 width, + l_int32 orient, + l_int32 outline, + l_int32 rval, + l_int32 gval, + l_int32 bval, + l_float32 fract) +{ +PTA *pta; + + PROCNAME("pixRenderHashBoxaBlend"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (spacing <= 1) + return ERROR_INT("spacing not > 1", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (orient != L_HORIZONTAL_LINE && orient != L_POS_SLOPE_LINE && + orient != L_VERTICAL_LINE && orient != L_NEG_SLOPE_LINE) + return ERROR_INT("invalid line orientation", procName, 1); + + pta = generatePtaHashBoxa(boxa, spacing, width, orient, outline, 1); + if (!pta) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaBlend(pix, pta, rval, gval, bval, fract); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderPolyline() + * + * \param[in] pix any depth, not cmapped + * \param[in] ptas + * \param[in] width thickness of line + * \param[in] op one of L_SET_PIXELS, L_CLEAR_PIXELS, L_FLIP_PIXELS + * \param[in] closeflag 1 to close the contour; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      This renders a closed contour.
+ *
+ */ +l_ok +pixRenderPolyline(PIX *pix, + PTA *ptas, + l_int32 width, + l_int32 op, + l_int32 closeflag) +{ +PTA *pta; + + PROCNAME("pixRenderPolyline"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!ptas) + return ERROR_INT("ptas not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + if (op != L_SET_PIXELS && op != L_CLEAR_PIXELS && op != L_FLIP_PIXELS) + return ERROR_INT("invalid op", procName, 1); + + if ((pta = generatePtaPolyline(ptas, width, closeflag, 0)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPta(pix, pta, op); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderPolylineArb() + * + * \param[in] pix any depth; cmapped ok + * \param[in] ptas + * \param[in] width thickness of line + * \param[in] rval, gval, bval + * \param[in] closeflag 1 to close the contour; 0 otherwise + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      This renders a closed contour.
+ *
+ */ +l_ok +pixRenderPolylineArb(PIX *pix, + PTA *ptas, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval, + l_int32 closeflag) +{ +PTA *pta; + + PROCNAME("pixRenderPolylineArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!ptas) + return ERROR_INT("ptas not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaPolyline(ptas, width, closeflag, 0)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaArb(pix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderPolylineBlend() + * + * \param[in] pix 32 bpp rgb + * \param[in] ptas + * \param[in] width thickness of line + * \param[in] rval, gval, bval + * \param[in] fract in [0.0 - 1.0]: 1.0 is no transparency; + * 0.0 is complete transparency (no effect) + * \param[in] closeflag 1 to close the contour; 0 otherwise + * \param[in] removedups 1 to remove; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderPolylineBlend(PIX *pix, + PTA *ptas, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval, + l_float32 fract, + l_int32 closeflag, + l_int32 removedups) +{ +PTA *pta; + + PROCNAME("pixRenderPolylineBlend"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!ptas) + return ERROR_INT("ptas not defined", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + if ((pta = generatePtaPolyline(ptas, width, closeflag, removedups)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaBlend(pix, pta, rval, gval, bval, fract); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderGridArb() + * + * \param[in] pix any depth, cmapped ok + * \param[in] nx, ny number of rectangles in each direction + * \param[in] width thickness of grid lines + * \param[in] rval, gval, bval + * \return 0 if OK, 1 on error + */ +l_ok +pixRenderGridArb(PIX *pix, + l_int32 nx, + l_int32 ny, + l_int32 width, + l_uint8 rval, + l_uint8 gval, + l_uint8 bval) +{ +l_int32 w, h; +PTA *pta; + + PROCNAME("pixRenderGridArb"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (nx < 1 || ny < 1) + return ERROR_INT("nx, ny must be > 0", procName, 1); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + pixGetDimensions(pix, &w, &h, NULL); + if ((pta = generatePtaGrid(w, h, nx, ny, width)) == NULL) + return ERROR_INT("pta not made", procName, 1); + pixRenderPtaArb(pix, pta, rval, gval, bval); + ptaDestroy(&pta); + return 0; +} + + +/*! + * \brief pixRenderRandomCmapPtaa() + * + * \param[in] pix 1, 2, 4, 8, 16, 32 bpp + * \param[in] ptaa + * \param[in] polyflag 1 to interpret each Pta as a polyline; + * 0 to simply render the Pta as a set of pixels + * \param[in] width thickness of line; use only for polyline + * \param[in] closeflag 1 to close the contour; 0 otherwise; + * use only for polyline mode + * \return pixd cmapped, 8 bpp or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a debugging routine, that displays a set of
+ *          pixels, selected by the set of Ptas in a Ptaa,
+ *          in a random color in a pix.
+ *      (2) If %polyflag == 1, each Pta is considered to be a polyline,
+ *          and is rendered using %width and %closeflag.  Each polyline
+ *          is rendered in a random color.
+ *      (3) If %polyflag == 0, all points in each Pta are rendered in a
+ *          random color.  The %width and %closeflag parameters are ignored.
+ *      (4) The output pix is 8 bpp and colormapped.  Up to 254
+ *          different, randomly selected colors, can be used.
+ *      (5) The rendered pixels replace the input pixels.  They will
+ *          be clipped silently to the input pix.
+ *
+ */ +PIX * +pixRenderRandomCmapPtaa(PIX *pix, + PTAA *ptaa, + l_int32 polyflag, + l_int32 width, + l_int32 closeflag) +{ +l_int32 i, n, index, rval, gval, bval; +PIXCMAP *cmap; +PTA *pta, *ptat; +PIX *pixd; + + PROCNAME("pixRenderRandomCmapPtaa"); + + if (!pix) + return (PIX *)ERROR_PTR("pix not defined", procName, NULL); + if (!ptaa) + return (PIX *)ERROR_PTR("ptaa not defined", procName, NULL); + if (polyflag != 0 && width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + pixd = pixConvertTo8(pix, FALSE); + cmap = pixcmapCreateRandom(8, 1, 1); + pixSetColormap(pixd, cmap); + + if ((n = ptaaGetCount(ptaa)) == 0) + return pixd; + + for (i = 0; i < n; i++) { + index = 1 + (i % 254); + pixcmapGetColor(cmap, index, &rval, &gval, &bval); + pta = ptaaGetPta(ptaa, i, L_CLONE); + if (polyflag) + ptat = generatePtaPolyline(pta, width, closeflag, 0); + else + ptat = ptaClone(pta); + pixRenderPtaArb(pixd, ptat, rval, gval, bval); + ptaDestroy(&pta); + ptaDestroy(&ptat); + } + + return pixd; +} + + + +/*------------------------------------------------------------------* + * Rendering and filling of polygons * + *------------------------------------------------------------------*/ +/*! + * \brief pixRenderPolygon() + * + * \param[in] ptas of vertices, none repeated + * \param[in] width of polygon outline + * \param[out] pxmin [optional] min x value of input pts + * \param[out] pymin [optional] min y value of input pts + * \return pix 1 bpp, with outline generated, or NULL on error + * + * 
+ * Notes:
+ *      (1) The pix is the minimum size required to contain the origin
+ *          and the polygon.  For example, the max x value of the input
+ *          points is w - 1, where w is the pix width.
+ *      (2) The rendered line is 4-connected, so that an interior or
+ *          exterior 8-c.c. flood fill operation works properly.
+ *
+ */ +PIX * +pixRenderPolygon(PTA *ptas, + l_int32 width, + l_int32 *pxmin, + l_int32 *pymin) +{ +l_float32 fxmin, fxmax, fymin, fymax; +PIX *pixd; +PTA *pta1, *pta2; + + PROCNAME("pixRenderPolygon"); + + if (pxmin) *pxmin = 0; + if (pymin) *pymin = 0; + if (!ptas) + return (PIX *)ERROR_PTR("ptas not defined", procName, NULL); + + /* Generate a 4-connected polygon line */ + if ((pta1 = generatePtaPolyline(ptas, width, 1, 0)) == NULL) + return (PIX *)ERROR_PTR("pta1 not made", procName, NULL); + if (width < 2) + pta2 = convertPtaLineTo4cc(pta1); + else + pta2 = ptaClone(pta1); + + /* Render onto a minimum-sized pix */ + ptaGetRange(pta2, &fxmin, &fxmax, &fymin, &fymax); + if (pxmin) *pxmin = (l_int32)(fxmin + 0.5); + if (pymin) *pymin = (l_int32)(fymin + 0.5); + pixd = pixCreate((l_int32)(fxmax + 0.5) + 1, (l_int32)(fymax + 0.5) + 1, 1); + pixRenderPolyline(pixd, pta2, width, L_SET_PIXELS, 1); + ptaDestroy(&pta1); + ptaDestroy(&pta2); + return pixd; +} + + +/*! + * \brief pixFillPolygon() + * + * \param[in] pixs 1 bpp, with 4-connected polygon outline + * \param[in] pta vertices of the polygon + * \param[in] xmin, ymin min values of vertices of polygon + * \return pixd with outline filled, or NULL on error + * + * 
+ * Notes:
+ *      (1) This fills the interior of the polygon, returning a
+ *          new pix.  It works for both convex and non-convex polygons.
+ *      (2) To generate a filled polygon from %pta:
+ *            PIX *pixt = pixRenderPolygon(pta, 1, &xmin, &ymin);
+ *            PIX *pixd = pixFillPolygon(pixt, pta, xmin, ymin);
+ *            pixDestroy(&pixt);
+ *
+ */ +PIX * +pixFillPolygon(PIX *pixs, + PTA *pta, + l_int32 xmin, + l_int32 ymin) +{ +l_int32 w, h, i, n, inside, found; +l_int32 *xstart, *xend; +PIX *pixi, *pixd; + + PROCNAME("pixFillPolygon"); + + if (!pixs || (pixGetDepth(pixs) != 1)) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!pta) + return (PIX *)ERROR_PTR("pta not defined", procName, NULL); + + pixGetDimensions(pixs, &w, &h, NULL); + xstart = (l_int32 *)LEPT_CALLOC(w / 2, sizeof(l_int32)); + xend = (l_int32 *)LEPT_CALLOC(w / 2, sizeof(l_int32)); + + /* Find a raster with 2 or more black runs. The first background + * pixel after the end of the first run is likely to be inside + * the polygon, and can be used as a seed pixel. */ + found = FALSE; + for (i = ymin + 1; i < h; i++) { + pixFindHorizontalRuns(pixs, i, xstart, xend, &n); + if (n > 1) { + ptaPtInsidePolygon(pta, xend[0] + 1, i, &inside); + if (inside) { + found = TRUE; + break; + } + } + } + if (!found) { + L_WARNING("nothing found to fill\n", procName); + LEPT_FREE(xstart); + LEPT_FREE(xend); + return 0; + } + + /* Place the seed pixel in the output image */ + pixd = pixCreateTemplate(pixs); + pixSetPixel(pixd, xend[0] + 1, i, 1); + + /* Invert pixs to make a filling mask, and fill from the seed */ + pixi = pixInvert(NULL, pixs); + pixSeedfillBinary(pixd, pixd, pixi, 4); + + /* Add the pixels of the original polygon outline */ + pixOr(pixd, pixd, pixs); + + pixDestroy(&pixi); + LEPT_FREE(xstart); + LEPT_FREE(xend); + return pixd; +} + + +/*------------------------------------------------------------------* + * Contour rendering on grayscale images * + *------------------------------------------------------------------*/ +/*! + * \brief pixRenderContours() + * + * \param[in] pixs 8 or 16 bpp; no colormap + * \param[in] startval value of lowest contour; must be in [0 ... maxval] + * \param[in] incr increment to next contour; must be > 0 + * \param[in] outdepth either 1 or depth of pixs + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) The output can be either 1 bpp, showing just the contour
+ *          lines, or a copy of the input pixs with the contour lines
+ *          superposed.
+ *
+ */ +PIX * +pixRenderContours(PIX *pixs, + l_int32 startval, + l_int32 incr, + l_int32 outdepth) +{ +l_int32 w, h, d, maxval, wpls, wpld, i, j, val, test; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixRenderContours"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8 && d != 16) + return (PIX *)ERROR_PTR("pixs not 8 or 16 bpp", procName, NULL); + if (outdepth != 1 && outdepth != d) { + L_WARNING("invalid outdepth; setting to 1\n", procName); + outdepth = 1; + } + maxval = (1 << d) - 1; + if (startval < 0 || startval > maxval) + return (PIX *)ERROR_PTR("startval not in [0 ... maxval]", + procName, NULL); + if (incr < 1) + return (PIX *)ERROR_PTR("incr < 1", procName, NULL); + + if (outdepth == d) + pixd = pixCopy(NULL, pixs); + else + pixd = pixCreate(w, h, 1); + + pixCopyResolution(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + + switch (d) + { + case 8: + if (outdepth == 1) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(lines, j); + if (val < startval) + continue; + test = (val - startval) % incr; + if (!test) + SET_DATA_BIT(lined, j); + } + } + } else { /* outdepth == d */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(lines, j); + if (val < startval) + continue; + test = (val - startval) % incr; + if (!test) + SET_DATA_BYTE(lined, j, 0); + } + } + } + break; + + case 16: + if (outdepth == 1) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = GET_DATA_TWO_BYTES(lines, j); + if (val < startval) + continue; + test = (val - startval) % incr; + if (!test) + SET_DATA_BIT(lined, j); + } + } + } else { /* outdepth == d */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = GET_DATA_TWO_BYTES(lines, j); + if (val < startval) + continue; + test = (val - startval) % incr; + if (!test) + SET_DATA_TWO_BYTES(lined, j, 0); + } + } + } + break; + + default: + return (PIX *)ERROR_PTR("pixs not 8 or 16 bpp", procName, NULL); + } + + return pixd; +} + + +/*! + * \brief fpixAutoRenderContours() + * + * \param[in] fpix + * \param[in] ncontours in [2 ... 500]; typically about 50 + * \return pixd 8 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) The increment is set to get approximately %ncontours.
+ *      (2) The proximity to the target value for contour display
+ *          is set to 0.15.
+ *      (3) Negative values are rendered in red; positive values as black.
+ *
+ */ +PIX * +fpixAutoRenderContours(FPIX *fpix, + l_int32 ncontours) +{ +l_float32 minval, maxval, incr; + + PROCNAME("fpixAutoRenderContours"); + + if (!fpix) + return (PIX *)ERROR_PTR("fpix not defined", procName, NULL); + if (ncontours < 2 || ncontours > 500) + return (PIX *)ERROR_PTR("ncontours < 2 or > 500", procName, NULL); + + fpixGetMin(fpix, &minval, NULL, NULL); + fpixGetMax(fpix, &maxval, NULL, NULL); + if (minval == maxval) + return (PIX *)ERROR_PTR("all values in fpix are equal", procName, NULL); + incr = (maxval - minval) / ((l_float32)ncontours - 1); + return fpixRenderContours(fpix, incr, 0.15); +} + + +/*! + * \brief fpixRenderContours() + * + * \param[in] fpixs + * \param[in] incr increment between contours; must be > 0.0 + * \param[in] proxim required proximity to target value; default 0.15 + * \return pixd 8 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) Values are displayed when val/incr is within +-proxim
+ *          to an integer.  The default value is 0.15; smaller values
+ *          result in thinner contour lines.
+ *      (2) Negative values are rendered in red; positive values as black.
+ *
+ */ +PIX * +fpixRenderContours(FPIX *fpixs, + l_float32 incr, + l_float32 proxim) +{ +l_int32 i, j, w, h, wpls, wpld; +l_float32 val, invincr, finter, above, below, diff; +l_uint32 *datad, *lined; +l_float32 *datas, *lines; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("fpixRenderContours"); + + if (!fpixs) + return (PIX *)ERROR_PTR("fpixs not defined", procName, NULL); + if (incr <= 0.0) + return (PIX *)ERROR_PTR("incr <= 0.0", procName, NULL); + if (proxim <= 0.0) + proxim = 0.15; /* default */ + + fpixGetDimensions(fpixs, &w, &h); + if ((pixd = pixCreate(w, h, 8)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + cmap = pixcmapCreate(8); + pixSetColormap(pixd, cmap); + pixcmapAddColor(cmap, 255, 255, 255); /* white */ + pixcmapAddColor(cmap, 0, 0, 0); /* black */ + pixcmapAddColor(cmap, 255, 0, 0); /* red */ + + datas = fpixGetData(fpixs); + wpls = fpixGetWpl(fpixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + invincr = 1.0 / incr; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = lines[j]; + finter = invincr * val; + above = finter - floorf(finter); + below = ceilf(finter) - finter; + diff = L_MIN(above, below); + if (diff <= proxim) { + if (val < 0.0) + SET_DATA_BYTE(lined, j, 2); + else + SET_DATA_BYTE(lined, j, 1); + } + } + } + + return pixd; +} + + +/*------------------------------------------------------------------* + * Boundary pt generation on 1 bpp images * + *------------------------------------------------------------------*/ +/*! + * \brief pixGeneratePtaBoundary() + * + * \param[in] pixs 1 bpp + * \param[in] width of boundary line + * \return pta, or NULL on error + * + * 
+ * Notes:
+ *      (1) Similar to ptaGetBoundaryPixels(), except here:
+ *          * we only get pixels in the foreground
+ *          * we can have a "line" width greater than 1 pixel.
+ *      (2) Once generated, this can be applied to a random 1 bpp image
+ *          to add a color boundary as follows:
+ *             Pta *pta = pixGeneratePtaBoundary(pixs, width);
+ *             Pix *pix1 = pixConvert1To8Cmap(pixs);
+ *             pixRenderPtaArb(pix1, pta, rval, gval, bval);
+ *
+ */ +PTA * +pixGeneratePtaBoundary(PIX *pixs, + l_int32 width) +{ +PIX *pix1; +PTA *pta; + + PROCNAME("pixGeneratePtaBoundary"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PTA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (width < 1) { + L_WARNING("width < 1; setting to 1\n", procName); + width = 1; + } + + pix1 = pixErodeBrick(NULL, pixs, 2 * width + 1, 2 * width + 1); + pixXor(pix1, pix1, pixs); + pta = ptaGetPixelsFromPix(pix1, NULL); + pixDestroy(&pix1); + return pta; +} diff --git a/3rdparty/hgOCR/leptonica/graymorph.c b/3rdparty/hgOCR/leptonica/graymorph.c new file mode 100644 index 00000000..c2e33035 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/graymorph.c @@ -0,0 +1,1372 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file graymorph.c + * 
+ *
+ *      Top-level grayscale morphological operations (van Herk / Gil-Werman)
+ *            PIX           *pixErodeGray()
+ *            PIX           *pixDilateGray()
+ *            PIX           *pixOpenGray()
+ *            PIX           *pixCloseGray()
+ *
+ *      Special operations for 1x3, 3x1 and 3x3 Sels  (direct)
+ *            PIX           *pixErodeGray3()
+ *            static PIX    *pixErodeGray3h()
+ *            static PIX    *pixErodeGray3v()
+ *            PIX           *pixDilateGray3()
+ *            static PIX    *pixDilateGray3h()
+ *            static PIX    *pixDilateGray3v()
+ *            PIX           *pixOpenGray3()
+ *            PIX           *pixCloseGray3()
+ *
+ *      Low-level grayscale morphological operations
+ *            static void    dilateGrayLow()
+ *            static void    erodeGrayLow()
+ *
+ *
+ *      Method: Algorithm by van Herk and Gil and Werman, 1992
+ *
+ *      Measured speed of the vH/G-W implementation is about 1 output
+ *      pixel per 120 PIII clock cycles, for a horizontal or vertical
+ *      erosion or dilation.  The computation time doubles for opening
+ *      or closing, or for a square SE, as expected, and is independent
+ *      of the size of the SE.
+ *
+ *      A faster implementation can be made directly for brick Sels
+ *      of maximum size 3.  We unroll the computation for sets of 8 bytes.
+ *      It needs to be called explicitly; the general functions do not
+ *      default for the size 3 brick Sels.
+ *
+ *      We use the van Herk/Gil-Werman (vHGW) algorithm, [van Herk,
+ *      Patt. Recog. Let. 13, pp. 517-521, 1992; Gil and Werman,
+ *      IEEE Trans PAMI 15(5), pp. 504-507, 1993.]
+ *      This was the first grayscale morphology
+ *      algorithm to compute dilation and erosion with
+ *      complexity independent of the size of the structuring
+ *      element.  It is simple and elegant, and surprising that
+ *      it was discovered as recently as 1992.  It works for
+ *      SEs composed of horizontal and/or vertical lines.  The
+ *      general case requires finding the Min or Max over an
+ *      arbitrary set of pixels, and this requires a number of
+ *      pixel comparisons equal to the SE "size" at each pixel
+ *      in the image.  The vHGW algorithm requires not
+ *      more than 3 comparisons at each point.  The algorithm has been
+ *      recently refined by Gil and Kimmel ("Efficient Dilation
+ *      Erosion, Opening and Closing Algorithms", in "Mathematical
+ *      Morphology and its Applications to Image and Signal Processing",
+ *      the proceedings of the International Symposium on Mathematical
+ *      Morphology, Palo Alto, CA, June 2000, Kluwer Academic
+ *      Publishers, pp. 301-310).  They bring this number down below
+ *      1.5 comparisons per output pixel but at a cost of significantly
+ *      increased complexity, so I don't bother with that here.
+ *
+ *      In brief, the method is as follows.  We evaluate the dilation
+ *      in groups of "size" pixels, equal to the size of the SE.
+ *      For horizontal, we start at x = "size"/2 and go
+ *      (w - 2 * ("size"/2))/"size" steps.  This means that
+ *      we don't evaluate the first 0.5 * "size" pixels and, worst
+ *      case, the last 1.5 * "size" pixels.  Thus we embed the
+ *      image in a larger image with these augmented dimensions, where
+ *      the new border pixels are appropriately initialized (0 for
+ *      dilation; 255 for erosion), and remove the boundary at the end.
+ *      (For vertical, use h instead of w.)   Then for each group
+ *      of "size" pixels, we form an array of length 2 * "size" + 1,
+ *      consisting of backward and forward partial maxima (for
+ *      dilation) or minima (for erosion).  This represents a
+ *      jumping window computed from the source image, over which
+ *      the SE will slide.  The center of the array gets the source
+ *      pixel at the center of the SE.  Call this the center pixel
+ *      of the window.  Array values to left of center get
+ *      the maxima(minima) of the pixels from the center
+ *      one and going to the left an equal distance.  Array
+ *      values to the right of center get the maxima(minima) to
+ *      the pixels from the center one and going to the right
+ *      an equal distance.  These are computed sequentially starting
+ *      from the center one.  The SE (of length "size") can slide over this
+ *      window (of length 2 * "size + 1) at "size" different places.
+ *      At each place, the maxima(minima) of the values in the window
+ *      that correspond to the end points of the SE give the extremal
+ *      values over that interval, and these are stored at the dest
+ *      pixel corresponding to the SE center.  A picture is worth
+ *      at least this many words, so if this isn't clear, see the
+ *      leptonica documentation on grayscale morphology.
+ *
+ */ + +#include "allheaders.h" + + /* Special static operations for 3x1, 1x3 and 3x3 structuring elements */ +static PIX *pixErodeGray3h(PIX *pixs); +static PIX *pixErodeGray3v(PIX *pixs); +static PIX *pixDilateGray3h(PIX *pixs); +static PIX *pixDilateGray3v(PIX *pixs); + + /* Low-level gray morphological operations */ +static void dilateGrayLow(l_uint32 *datad, l_int32 w, l_int32 h, + l_int32 wpld, l_uint32 *datas, l_int32 wpls, + l_int32 size, l_int32 direction, l_uint8 *buffer, + l_uint8 *maxarray); +static void erodeGrayLow(l_uint32 *datad, l_int32 w, l_int32 h, + l_int32 wpld, l_uint32 *datas, l_int32 wpls, + l_int32 size, l_int32 direction, l_uint8 *buffer, + l_uint8 *minarray); + +/*-----------------------------------------------------------------* + * Top-level grayscale morphological operations * + *-----------------------------------------------------------------*/ +/*! + * \brief pixErodeGray() + * + * \param[in] pixs + * \param[in] hsize of Sel; must be odd; origin implicitly in center + * \param[in] vsize ditto + * \return pixd + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *
+ */ +PIX * +pixErodeGray(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_uint8 *buffer, *minarray; +l_int32 w, h, wplb, wplt; +l_int32 leftpix, rightpix, toppix, bottompix, maxsize; +l_uint32 *datab, *datat; +PIX *pixb, *pixt, *pixd; + + PROCNAME("pixErodeGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL); + if ((hsize & 1) == 0 ) { + L_WARNING("horiz sel size must be odd; increasing by 1\n", procName); + hsize++; + } + if ((vsize & 1) == 0 ) { + L_WARNING("vert sel size must be odd; increasing by 1\n", procName); + vsize++; + } + + pixb = pixt = pixd = NULL; + buffer = minarray = NULL; + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + if (vsize == 1) { /* horizontal sel */ + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = 0; + bottompix = 0; + } else if (hsize == 1) { /* vertical sel */ + leftpix = 0; + rightpix = 0; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } else { + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } + + pixb = pixAddBorderGeneral(pixs, leftpix, rightpix, toppix, bottompix, 255); + pixt = pixCreateTemplate(pixb); + if (!pixb || !pixt) { + L_ERROR("pixb and pixt not made\n", procName); + goto cleanup; + } + + pixGetDimensions(pixt, &w, &h, NULL); + datab = pixGetData(pixb); + datat = pixGetData(pixt); + wplb = pixGetWpl(pixb); + wplt = pixGetWpl(pixt); + + buffer = (l_uint8 *)LEPT_CALLOC(L_MAX(w, h), sizeof(l_uint8)); + maxsize = L_MAX(hsize, vsize); + minarray = (l_uint8 *)LEPT_CALLOC(2 * maxsize, sizeof(l_uint8)); + if (!buffer || !minarray) { + L_ERROR("buffer and minarray not made\n", procName); + goto cleanup; + } + + if (vsize == 1) { + erodeGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, minarray); + } else if (hsize == 1) { + erodeGrayLow(datat, w, h, wplt, datab, wplb, vsize, L_VERT, + buffer, minarray); + } else { + erodeGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, minarray); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_SET); + erodeGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, minarray); + pixDestroy(&pixt); + pixt = pixClone(pixb); + } + + pixd = pixRemoveBorderGeneral(pixt, leftpix, rightpix, toppix, bottompix); + if (!pixd) + L_ERROR("pixd not made\n", procName); + +cleanup: + LEPT_FREE(buffer); + LEPT_FREE(minarray); + pixDestroy(&pixb); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixDilateGray() + * + * \param[in] pixs + * \param[in] hsize of Sel; must be odd; origin implicitly in center + * \param[in] vsize ditto + * \return pixd + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *
+ */ +PIX * +pixDilateGray(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_uint8 *buffer, *maxarray; +l_int32 w, h, wplb, wplt; +l_int32 leftpix, rightpix, toppix, bottompix, maxsize; +l_uint32 *datab, *datat; +PIX *pixb, *pixt, *pixd; + + PROCNAME("pixDilateGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL); + if ((hsize & 1) == 0 ) { + L_WARNING("horiz sel size must be odd; increasing by 1\n", procName); + hsize++; + } + if ((vsize & 1) == 0 ) { + L_WARNING("vert sel size must be odd; increasing by 1\n", procName); + vsize++; + } + + pixb = pixt = pixd = NULL; + buffer = maxarray = NULL; + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + if (vsize == 1) { /* horizontal sel */ + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = 0; + bottompix = 0; + } else if (hsize == 1) { /* vertical sel */ + leftpix = 0; + rightpix = 0; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } else { + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } + + pixb = pixAddBorderGeneral(pixs, leftpix, rightpix, toppix, bottompix, 0); + pixt = pixCreateTemplate(pixb); + if (!pixb || !pixt) { + L_ERROR("pixb and pixt not made\n", procName); + goto cleanup; + } + + pixGetDimensions(pixt, &w, &h, NULL); + datab = pixGetData(pixb); + datat = pixGetData(pixt); + wplb = pixGetWpl(pixb); + wplt = pixGetWpl(pixt); + + buffer = (l_uint8 *)LEPT_CALLOC(L_MAX(w, h), sizeof(l_uint8)); + maxsize = L_MAX(hsize, vsize); + maxarray = (l_uint8 *)LEPT_CALLOC(2 * maxsize, sizeof(l_uint8)); + if (!buffer || !maxarray) { + L_ERROR("buffer and maxarray not made\n", procName); + goto cleanup; + } + + if (vsize == 1) { + dilateGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, maxarray); + } else if (hsize == 1) { + dilateGrayLow(datat, w, h, wplt, datab, wplb, vsize, L_VERT, + buffer, maxarray); + } else { + dilateGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, maxarray); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_CLR); + dilateGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, maxarray); + pixDestroy(&pixt); + pixt = pixClone(pixb); + } + + pixd = pixRemoveBorderGeneral(pixt, leftpix, rightpix, toppix, bottompix); + if (!pixd) + L_ERROR("pixd not made\n", procName); + +cleanup: + LEPT_FREE(buffer); + LEPT_FREE(maxarray); + pixDestroy(&pixb); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixOpenGray() + * + * \param[in] pixs + * \param[in] hsize of Sel; must be odd; origin implicitly in center + * \param[in] vsize ditto + * \return pixd + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *
+ */ +PIX * +pixOpenGray(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_uint8 *buffer; +l_uint8 *array; /* used to find either min or max in interval */ +l_int32 w, h, wplb, wplt; +l_int32 leftpix, rightpix, toppix, bottompix, maxsize; +l_uint32 *datab, *datat; +PIX *pixb, *pixt, *pixd; + + PROCNAME("pixOpenGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL); + if ((hsize & 1) == 0 ) { + L_WARNING("horiz sel size must be odd; increasing by 1\n", procName); + hsize++; + } + if ((vsize & 1) == 0 ) { + L_WARNING("vert sel size must be odd; increasing by 1\n", procName); + vsize++; + } + + pixb = pixt = pixd = NULL; + buffer = array = NULL; + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + if (vsize == 1) { /* horizontal sel */ + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = 0; + bottompix = 0; + } else if (hsize == 1) { /* vertical sel */ + leftpix = 0; + rightpix = 0; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } else { + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } + + pixb = pixAddBorderGeneral(pixs, leftpix, rightpix, toppix, bottompix, 255); + pixt = pixCreateTemplate(pixb); + if (!pixb || !pixt) { + L_ERROR("pixb and pixt not made\n", procName); + goto cleanup; + } + + pixGetDimensions(pixt, &w, &h, NULL); + datab = pixGetData(pixb); + datat = pixGetData(pixt); + wplb = pixGetWpl(pixb); + wplt = pixGetWpl(pixt); + + buffer = (l_uint8 *)LEPT_CALLOC(L_MAX(w, h), sizeof(l_uint8)); + maxsize = L_MAX(hsize, vsize); + array = (l_uint8 *)LEPT_CALLOC(2 * maxsize, sizeof(l_uint8)); + if (!buffer || !array) { + L_ERROR("buffer and array not made\n", procName); + goto cleanup; + } + + if (vsize == 1) { + erodeGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_CLR); + dilateGrayLow(datab, w, h, wplb, datat, wplt, hsize, L_HORIZ, + buffer, array); + } + else if (hsize == 1) { + erodeGrayLow(datat, w, h, wplt, datab, wplb, vsize, L_VERT, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_CLR); + dilateGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, array); + } else { + erodeGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_SET); + erodeGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, array); + pixSetOrClearBorder(pixb, leftpix, rightpix, toppix, bottompix, + PIX_CLR); + dilateGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_CLR); + dilateGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, array); + } + + pixd = pixRemoveBorderGeneral(pixb, leftpix, rightpix, toppix, bottompix); + if (!pixd) + L_ERROR("pixd not made\n", procName); + +cleanup: + LEPT_FREE(buffer); + LEPT_FREE(array); + pixDestroy(&pixb); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixCloseGray() + * + * \param[in] pixs + * \param[in] hsize of Sel; must be odd; origin implicitly in center + * \param[in] vsize ditto + * \return pixd + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *
+ */ +PIX * +pixCloseGray(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_uint8 *buffer; +l_uint8 *array; /* used to find either min or max in interval */ +l_int32 w, h, wplb, wplt; +l_int32 leftpix, rightpix, toppix, bottompix, maxsize; +l_uint32 *datab, *datat; +PIX *pixb, *pixt, *pixd; + + PROCNAME("pixCloseGray"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL); + if ((hsize & 1) == 0 ) { + L_WARNING("horiz sel size must be odd; increasing by 1\n", procName); + hsize++; + } + if ((vsize & 1) == 0 ) { + L_WARNING("vert sel size must be odd; increasing by 1\n", procName); + vsize++; + } + + pixb = pixt = pixd = NULL; + buffer = array = NULL; + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + if (vsize == 1) { /* horizontal sel */ + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = 0; + bottompix = 0; + } else if (hsize == 1) { /* vertical sel */ + leftpix = 0; + rightpix = 0; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } else { + leftpix = (hsize + 1) / 2; + rightpix = (3 * hsize + 1) / 2; + toppix = (vsize + 1) / 2; + bottompix = (3 * vsize + 1) / 2; + } + + pixb = pixAddBorderGeneral(pixs, leftpix, rightpix, toppix, bottompix, 0); + pixt = pixCreateTemplate(pixb); + if (!pixb || !pixt) { + L_ERROR("pixb and pixt not made\n", procName); + goto cleanup; + } + + pixGetDimensions(pixt, &w, &h, NULL); + datab = pixGetData(pixb); + datat = pixGetData(pixt); + wplb = pixGetWpl(pixb); + wplt = pixGetWpl(pixt); + + buffer = (l_uint8 *)LEPT_CALLOC(L_MAX(w, h), sizeof(l_uint8)); + maxsize = L_MAX(hsize, vsize); + array = (l_uint8 *)LEPT_CALLOC(2 * maxsize, sizeof(l_uint8)); + if (!buffer || !array) { + L_ERROR("buffer and array not made\n", procName); + goto cleanup; + } + + if (vsize == 1) { + dilateGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_SET); + erodeGrayLow(datab, w, h, wplb, datat, wplt, hsize, L_HORIZ, + buffer, array); + } else if (hsize == 1) { + dilateGrayLow(datat, w, h, wplt, datab, wplb, vsize, L_VERT, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_SET); + erodeGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, array); + } else { + dilateGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_CLR); + dilateGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, array); + pixSetOrClearBorder(pixb, leftpix, rightpix, toppix, bottompix, + PIX_SET); + erodeGrayLow(datat, w, h, wplt, datab, wplb, hsize, L_HORIZ, + buffer, array); + pixSetOrClearBorder(pixt, leftpix, rightpix, toppix, bottompix, + PIX_SET); + erodeGrayLow(datab, w, h, wplb, datat, wplt, vsize, L_VERT, + buffer, array); + } + + pixd = pixRemoveBorderGeneral(pixb, leftpix, rightpix, toppix, bottompix); + if (!pixd) + L_ERROR("pixd not made\n", procName); + +cleanup: + LEPT_FREE(buffer); + LEPT_FREE(array); + pixDestroy(&pixb); + pixDestroy(&pixt); + return pixd; +} + + +/*-----------------------------------------------------------------* + * Special operations for 1x3, 3x1 and 3x3 Sels * + *-----------------------------------------------------------------*/ +/*! + * \brief pixErodeGray3() + * + * \param[in] pixs 8 bpp, not cmapped + * \param[in] hsize 1 or 3 + * \param[in] vsize 1 or 3 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for 1x3, 3x1 or 3x3 brick sel (all hits)
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *      (3) It would be nice not to add a border, but it is required
+ *          if we want the same results as from the general case.
+ *          We add 4 bytes on the left to speed up the copying, and
+ *          8 bytes at the right and bottom to allow unrolling of
+ *          the computation of 8 pixels.
+ *
+ */ +PIX * +pixErodeGray3(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt, *pixb, *pixbd, *pixd; + + PROCNAME("pixErodeGray3"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pix has colormap", procName, NULL); + if ((hsize != 1 && hsize != 3) || + (vsize != 1 && vsize != 3)) + return (PIX *)ERROR_PTR("invalid size: must be 1 or 3", procName, NULL); + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + pixb = pixAddBorderGeneral(pixs, 4, 8, 2, 8, 255); + + if (vsize == 1) + pixbd = pixErodeGray3h(pixb); + else if (hsize == 1) + pixbd = pixErodeGray3v(pixb); + else { /* vize == hsize == 3 */ + pixt = pixErodeGray3h(pixb); + pixbd = pixErodeGray3v(pixt); + pixDestroy(&pixt); + } + + pixd = pixRemoveBorderGeneral(pixbd, 4, 8, 2, 8); + pixDestroy(&pixb); + pixDestroy(&pixbd); + return pixd; +} + + +/*! + * \brief pixErodeGray3h() + * + * \param[in] pixs 8 bpp, not cmapped + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for horizontal 3x1 brick Sel;
+ *          also used as the first step for the 3x3 brick Sel.
+ *
+ */ +static PIX * +pixErodeGray3h(PIX *pixs) +{ +l_uint32 *datas, *datad, *lines, *lined; +l_int32 w, h, wpl, i, j; +l_int32 val0, val1, val2, val3, val4, val5, val6, val7, val8, val9, minval; +PIX *pixd; + + PROCNAME("pixErodeGray3h"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + + pixd = pixCreateTemplate(pixs); + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpl = pixGetWpl(pixs); + for (i = 0; i < h; i++) { + lines = datas + i * wpl; + lined = datad + i * wpl; + for (j = 1; j < w - 8; j += 8) { + val0 = GET_DATA_BYTE(lines, j - 1); + val1 = GET_DATA_BYTE(lines, j); + val2 = GET_DATA_BYTE(lines, j + 1); + val3 = GET_DATA_BYTE(lines, j + 2); + val4 = GET_DATA_BYTE(lines, j + 3); + val5 = GET_DATA_BYTE(lines, j + 4); + val6 = GET_DATA_BYTE(lines, j + 5); + val7 = GET_DATA_BYTE(lines, j + 6); + val8 = GET_DATA_BYTE(lines, j + 7); + val9 = GET_DATA_BYTE(lines, j + 8); + minval = L_MIN(val1, val2); + SET_DATA_BYTE(lined, j, L_MIN(val0, minval)); + SET_DATA_BYTE(lined, j + 1, L_MIN(minval, val3)); + minval = L_MIN(val3, val4); + SET_DATA_BYTE(lined, j + 2, L_MIN(val2, minval)); + SET_DATA_BYTE(lined, j + 3, L_MIN(minval, val5)); + minval = L_MIN(val5, val6); + SET_DATA_BYTE(lined, j + 4, L_MIN(val4, minval)); + SET_DATA_BYTE(lined, j + 5, L_MIN(minval, val7)); + minval = L_MIN(val7, val8); + SET_DATA_BYTE(lined, j + 6, L_MIN(val6, minval)); + SET_DATA_BYTE(lined, j + 7, L_MIN(minval, val9)); + } + } + return pixd; +} + + +/*! + * \brief pixErodeGray3v() + * + * \param[in] pixs 8 bpp, not cmapped + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for vertical 1x3 brick Sel;
+ *          also used as the second step for the 3x3 brick Sel.
+ *      (2) Surprisingly, this is faster than setting up the
+ *          lineptrs array and accessing into it; e.g.,
+ *              val4 = GET_DATA_BYTE(lines8[i + 3], j);
+ *
+ */ +static PIX * +pixErodeGray3v(PIX *pixs) +{ +l_uint32 *datas, *datad, *linesi, *linedi; +l_int32 w, h, wpl, i, j; +l_int32 val0, val1, val2, val3, val4, val5, val6, val7, val8, val9, minval; +PIX *pixd; + + PROCNAME("pixErodeGray3v"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + + pixd = pixCreateTemplate(pixs); + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpl = pixGetWpl(pixs); + for (j = 0; j < w; j++) { + for (i = 1; i < h - 8; i += 8) { + linesi = datas + i * wpl; + linedi = datad + i * wpl; + val0 = GET_DATA_BYTE(linesi - wpl, j); + val1 = GET_DATA_BYTE(linesi, j); + val2 = GET_DATA_BYTE(linesi + wpl, j); + val3 = GET_DATA_BYTE(linesi + 2 * wpl, j); + val4 = GET_DATA_BYTE(linesi + 3 * wpl, j); + val5 = GET_DATA_BYTE(linesi + 4 * wpl, j); + val6 = GET_DATA_BYTE(linesi + 5 * wpl, j); + val7 = GET_DATA_BYTE(linesi + 6 * wpl, j); + val8 = GET_DATA_BYTE(linesi + 7 * wpl, j); + val9 = GET_DATA_BYTE(linesi + 8 * wpl, j); + minval = L_MIN(val1, val2); + SET_DATA_BYTE(linedi, j, L_MIN(val0, minval)); + SET_DATA_BYTE(linedi + wpl, j, L_MIN(minval, val3)); + minval = L_MIN(val3, val4); + SET_DATA_BYTE(linedi + 2 * wpl, j, L_MIN(val2, minval)); + SET_DATA_BYTE(linedi + 3 * wpl, j, L_MIN(minval, val5)); + minval = L_MIN(val5, val6); + SET_DATA_BYTE(linedi + 4 * wpl, j, L_MIN(val4, minval)); + SET_DATA_BYTE(linedi + 5 * wpl, j, L_MIN(minval, val7)); + minval = L_MIN(val7, val8); + SET_DATA_BYTE(linedi + 6 * wpl, j, L_MIN(val6, minval)); + SET_DATA_BYTE(linedi + 7 * wpl, j, L_MIN(minval, val9)); + } + } + return pixd; +} + + +/*! + * \brief pixDilateGray3() + * + * \param[in] pixs 8 bpp, not cmapped + * \param[in] hsize 1 or 3 + * \param[in] vsize 1 or 3 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for 1x3, 3x1 or 3x3 brick sel (all hits)
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *
+ */ +PIX * +pixDilateGray3(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt, *pixb, *pixbd, *pixd; + + PROCNAME("pixDilateGray3"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pix has colormap", procName, NULL); + if ((hsize != 1 && hsize != 3) || + (vsize != 1 && vsize != 3)) + return (PIX *)ERROR_PTR("invalid size: must be 1 or 3", procName, NULL); + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + pixb = pixAddBorderGeneral(pixs, 4, 8, 2, 8, 0); + + if (vsize == 1) + pixbd = pixDilateGray3h(pixb); + else if (hsize == 1) + pixbd = pixDilateGray3v(pixb); + else { /* vize == hsize == 3 */ + pixt = pixDilateGray3h(pixb); + pixbd = pixDilateGray3v(pixt); + pixDestroy(&pixt); + } + + pixd = pixRemoveBorderGeneral(pixbd, 4, 8, 2, 8); + pixDestroy(&pixb); + pixDestroy(&pixbd); + return pixd; +} + + +/*! + * \brief pixDilateGray3h() + * + * \param[in] pixs 8 bpp, not cmapped + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for horizontal 3x1 brick Sel;
+ *          also used as the first step for the 3x3 brick Sel.
+ *
+ */ +static PIX * +pixDilateGray3h(PIX *pixs) +{ +l_uint32 *datas, *datad, *lines, *lined; +l_int32 w, h, wpl, i, j; +l_int32 val0, val1, val2, val3, val4, val5, val6, val7, val8, val9, maxval; +PIX *pixd; + + PROCNAME("pixDilateGray3h"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + + pixd = pixCreateTemplate(pixs); + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpl = pixGetWpl(pixs); + for (i = 0; i < h; i++) { + lines = datas + i * wpl; + lined = datad + i * wpl; + for (j = 1; j < w - 8; j += 8) { + val0 = GET_DATA_BYTE(lines, j - 1); + val1 = GET_DATA_BYTE(lines, j); + val2 = GET_DATA_BYTE(lines, j + 1); + val3 = GET_DATA_BYTE(lines, j + 2); + val4 = GET_DATA_BYTE(lines, j + 3); + val5 = GET_DATA_BYTE(lines, j + 4); + val6 = GET_DATA_BYTE(lines, j + 5); + val7 = GET_DATA_BYTE(lines, j + 6); + val8 = GET_DATA_BYTE(lines, j + 7); + val9 = GET_DATA_BYTE(lines, j + 8); + maxval = L_MAX(val1, val2); + SET_DATA_BYTE(lined, j, L_MAX(val0, maxval)); + SET_DATA_BYTE(lined, j + 1, L_MAX(maxval, val3)); + maxval = L_MAX(val3, val4); + SET_DATA_BYTE(lined, j + 2, L_MAX(val2, maxval)); + SET_DATA_BYTE(lined, j + 3, L_MAX(maxval, val5)); + maxval = L_MAX(val5, val6); + SET_DATA_BYTE(lined, j + 4, L_MAX(val4, maxval)); + SET_DATA_BYTE(lined, j + 5, L_MAX(maxval, val7)); + maxval = L_MAX(val7, val8); + SET_DATA_BYTE(lined, j + 6, L_MAX(val6, maxval)); + SET_DATA_BYTE(lined, j + 7, L_MAX(maxval, val9)); + } + } + return pixd; +} + + +/*! + * \brief pixDilateGray3v() + * + * \param[in] pixs 8 bpp, not cmapped + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for vertical 1x3 brick Sel;
+ *          also used as the second step for the 3x3 brick Sel.
+ *
+ */ +static PIX * +pixDilateGray3v(PIX *pixs) +{ +l_uint32 *datas, *datad, *linesi, *linedi; +l_int32 w, h, wpl, i, j; +l_int32 val0, val1, val2, val3, val4, val5, val6, val7, val8, val9, maxval; +PIX *pixd; + + PROCNAME("pixDilateGray3v"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + + pixd = pixCreateTemplate(pixs); + pixGetDimensions(pixs, &w, &h, NULL); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpl = pixGetWpl(pixs); + for (j = 0; j < w; j++) { + for (i = 1; i < h - 8; i += 8) { + linesi = datas + i * wpl; + linedi = datad + i * wpl; + val0 = GET_DATA_BYTE(linesi - wpl, j); + val1 = GET_DATA_BYTE(linesi, j); + val2 = GET_DATA_BYTE(linesi + wpl, j); + val3 = GET_DATA_BYTE(linesi + 2 * wpl, j); + val4 = GET_DATA_BYTE(linesi + 3 * wpl, j); + val5 = GET_DATA_BYTE(linesi + 4 * wpl, j); + val6 = GET_DATA_BYTE(linesi + 5 * wpl, j); + val7 = GET_DATA_BYTE(linesi + 6 * wpl, j); + val8 = GET_DATA_BYTE(linesi + 7 * wpl, j); + val9 = GET_DATA_BYTE(linesi + 8 * wpl, j); + maxval = L_MAX(val1, val2); + SET_DATA_BYTE(linedi, j, L_MAX(val0, maxval)); + SET_DATA_BYTE(linedi + wpl, j, L_MAX(maxval, val3)); + maxval = L_MAX(val3, val4); + SET_DATA_BYTE(linedi + 2 * wpl, j, L_MAX(val2, maxval)); + SET_DATA_BYTE(linedi + 3 * wpl, j, L_MAX(maxval, val5)); + maxval = L_MAX(val5, val6); + SET_DATA_BYTE(linedi + 4 * wpl, j, L_MAX(val4, maxval)); + SET_DATA_BYTE(linedi + 5 * wpl, j, L_MAX(maxval, val7)); + maxval = L_MAX(val7, val8); + SET_DATA_BYTE(linedi + 6 * wpl, j, L_MAX(val6, maxval)); + SET_DATA_BYTE(linedi + 7 * wpl, j, L_MAX(maxval, val9)); + } + } + return pixd; +} + + +/*! + * \brief pixOpenGray3() + * + * \param[in] pixs 8 bpp, not cmapped + * \param[in] hsize 1 or 3 + * \param[in] vsize 1 or 3 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for 1x3, 3x1 or 3x3 brick sel (all hits)
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *      (3) It would be nice not to add a border, but it is required
+ *          to get the same results as for the general case.
+ *
+ */ +PIX * +pixOpenGray3(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt, *pixb, *pixbd, *pixd; + + PROCNAME("pixOpenGray3"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pix has colormap", procName, NULL); + if ((hsize != 1 && hsize != 3) || + (vsize != 1 && vsize != 3)) + return (PIX *)ERROR_PTR("invalid size: must be 1 or 3", procName, NULL); + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + pixb = pixAddBorderGeneral(pixs, 4, 8, 2, 8, 255); /* set to max */ + + if (vsize == 1) { + pixt = pixErodeGray3h(pixb); + pixSetBorderVal(pixt, 4, 8, 2, 8, 0); /* set to min */ + pixbd = pixDilateGray3h(pixt); + pixDestroy(&pixt); + } else if (hsize == 1) { + pixt = pixErodeGray3v(pixb); + pixSetBorderVal(pixt, 4, 8, 2, 8, 0); + pixbd = pixDilateGray3v(pixt); + pixDestroy(&pixt); + } else { /* vize == hsize == 3 */ + pixt = pixErodeGray3h(pixb); + pixbd = pixErodeGray3v(pixt); + pixDestroy(&pixt); + pixSetBorderVal(pixbd, 4, 8, 2, 8, 0); + pixt = pixDilateGray3h(pixbd); + pixDestroy(&pixbd); + pixbd = pixDilateGray3v(pixt); + pixDestroy(&pixt); + } + + pixd = pixRemoveBorderGeneral(pixbd, 4, 8, 2, 8); + pixDestroy(&pixb); + pixDestroy(&pixbd); + return pixd; +} + + +/*! + * \brief pixCloseGray3() + * + * \param[in] pixs 8 bpp, not cmapped + * \param[in] hsize 1 or 3 + * \param[in] vsize 1 or 3 + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Special case for 1x3, 3x1 or 3x3 brick sel (all hits)
+ *      (2) If hsize = vsize = 1, just returns a copy.
+ *
+ */ +PIX * +pixCloseGray3(PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt, *pixb, *pixbd, *pixd; + + PROCNAME("pixCloseGray3"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (pixGetColormap(pixs)) + return (PIX *)ERROR_PTR("pix has colormap", procName, NULL); + if ((hsize != 1 && hsize != 3) || + (vsize != 1 && vsize != 3)) + return (PIX *)ERROR_PTR("invalid size: must be 1 or 3", procName, NULL); + + if (hsize == 1 && vsize == 1) + return pixCopy(NULL, pixs); + + pixb = pixAddBorderGeneral(pixs, 4, 8, 2, 8, 0); /* set to min */ + + if (vsize == 1) { + pixt = pixDilateGray3h(pixb); + pixSetBorderVal(pixt, 4, 8, 2, 8, 255); /* set to max */ + pixbd = pixErodeGray3h(pixt); + pixDestroy(&pixt); + } else if (hsize == 1) { + pixt = pixDilateGray3v(pixb); + pixSetBorderVal(pixt, 4, 8, 2, 8, 255); + pixbd = pixErodeGray3v(pixt); + pixDestroy(&pixt); + } else { /* vize == hsize == 3 */ + pixt = pixDilateGray3h(pixb); + pixbd = pixDilateGray3v(pixt); + pixDestroy(&pixt); + pixSetBorderVal(pixbd, 4, 8, 2, 8, 255); + pixt = pixErodeGray3h(pixbd); + pixDestroy(&pixbd); + pixbd = pixErodeGray3v(pixt); + pixDestroy(&pixt); + } + + pixd = pixRemoveBorderGeneral(pixbd, 4, 8, 2, 8); + pixDestroy(&pixb); + pixDestroy(&pixbd); + return pixd; +} + + +/*-----------------------------------------------------------------* + * Low-level gray morphological operations * + *-----------------------------------------------------------------*/ +/*! + * \brief dilateGrayLow() + * + * \param[in] datad 8 bpp dsst image + * \param[in] w, h dimensions of src and dest + * \param[in] wpld words/line of dest + * \param[in] datas 8 bpp src image + * \param[in] wpls words/line of src + * \param[in] size full length of SEL; restricted to odd numbers + * \param[in] direction L_HORIZ or L_VERT + * \param[in] buffer holds full line or column of src image pixels + * \param[in] maxarray array of dimension 2*size+1 + * \return void + * + * 
+ * Notes:
+ *        (1) To eliminate border effects on the actual image, these images
+ *            are prepared with an additional border of dimensions:
+ *               leftpix = 0.5 * size
+ *               rightpix = 1.5 * size
+ *               toppix = 0.5 * size
+ *               bottompix = 1.5 * size
+ *            and we initialize the src border pixels to 0.
+ *            This allows full processing over the actual image; at
+ *            the end the border is removed.
+ *        (2) Uses algorithm of van Herk, Gil and Werman
+ *
+ */ +static void +dilateGrayLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 size, + l_int32 direction, + l_uint8 *buffer, + l_uint8 *maxarray) +{ +l_int32 i, j, k; +l_int32 hsize, nsteps, startmax, startx, starty; +l_uint8 maxval; +l_uint32 *lines, *lined; + + if (direction == L_HORIZ) { + hsize = size / 2; + nsteps = (w - 2 * hsize) / size; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + + /* fill buffer with pixels in byte order */ + for (j = 0; j < w; j++) + buffer[j] = GET_DATA_BYTE(lines, j); + + for (j = 0; j < nsteps; j++) { + /* refill the minarray */ + startmax = (j + 1) * size - 1; + maxarray[size - 1] = buffer[startmax]; + for (k = 1; k < size; k++) { + maxarray[size - 1 - k] = + L_MAX(maxarray[size - k], buffer[startmax - k]); + maxarray[size - 1 + k] = + L_MAX(maxarray[size + k - 2], buffer[startmax + k]); + } + + /* compute dilation values */ + startx = hsize + j * size; + SET_DATA_BYTE(lined, startx, maxarray[0]); + SET_DATA_BYTE(lined, startx + size - 1, maxarray[2 * size - 2]); + for (k = 1; k < size - 1; k++) { + maxval = L_MAX(maxarray[k], maxarray[k + size - 1]); + SET_DATA_BYTE(lined, startx + k, maxval); + } + } + } + } else { /* direction == L_VERT */ + hsize = size / 2; + nsteps = (h - 2 * hsize) / size; + for (j = 0; j < w; j++) { + /* fill buffer with pixels in byte order */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + buffer[i] = GET_DATA_BYTE(lines, j); + } + + for (i = 0; i < nsteps; i++) { + /* refill the minarray */ + startmax = (i + 1) * size - 1; + maxarray[size - 1] = buffer[startmax]; + for (k = 1; k < size; k++) { + maxarray[size - 1 - k] = + L_MAX(maxarray[size - k], buffer[startmax - k]); + maxarray[size - 1 + k] = + L_MAX(maxarray[size + k - 2], buffer[startmax + k]); + } + + /* compute dilation values */ + starty = hsize + i * size; + lined = datad + starty * wpld; + SET_DATA_BYTE(lined, j, maxarray[0]); + SET_DATA_BYTE(lined + (size - 1) * wpld, j, + maxarray[2 * size - 2]); + for (k = 1; k < size - 1; k++) { + maxval = L_MAX(maxarray[k], maxarray[k + size - 1]); + SET_DATA_BYTE(lined + wpld * k, j, maxval); + } + } + } + } + + return; +} + + +/*! + * \brief erodeGrayLow() + * + * \param[in] datad 8 bpp dsst image + * \param[in] w, h dimensions of src and dest + * \param[in] wpld words/line of dest + * \param[in] datas 8 bpp src image + * \param[in] wpls words/line of src + * \param[in] size full length of SEL; restricted to odd numbers + * \param[in] direction L_HORIZ or L_VERT + * \param[in] buffer holds full line or column of src image pixels + * \param[in] minarray array of dimension 2*size+1 + * \return void + * + * 
+ * Notes:
+ *        (1) See notes in dilateGrayLow()
+ *
+ */ +static void +erodeGrayLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 size, + l_int32 direction, + l_uint8 *buffer, + l_uint8 *minarray) +{ +l_int32 i, j, k; +l_int32 hsize, nsteps, startmin, startx, starty; +l_uint8 minval; +l_uint32 *lines, *lined; + + if (direction == L_HORIZ) { + hsize = size / 2; + nsteps = (w - 2 * hsize) / size; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + + /* fill buffer with pixels in byte order */ + for (j = 0; j < w; j++) + buffer[j] = GET_DATA_BYTE(lines, j); + + for (j = 0; j < nsteps; j++) { + /* refill the minarray */ + startmin = (j + 1) * size - 1; + minarray[size - 1] = buffer[startmin]; + for (k = 1; k < size; k++) { + minarray[size - 1 - k] = + L_MIN(minarray[size - k], buffer[startmin - k]); + minarray[size - 1 + k] = + L_MIN(minarray[size + k - 2], buffer[startmin + k]); + } + + /* compute erosion values */ + startx = hsize + j * size; + SET_DATA_BYTE(lined, startx, minarray[0]); + SET_DATA_BYTE(lined, startx + size - 1, minarray[2 * size - 2]); + for (k = 1; k < size - 1; k++) { + minval = L_MIN(minarray[k], minarray[k + size - 1]); + SET_DATA_BYTE(lined, startx + k, minval); + } + } + } + } else { /* direction == L_VERT */ + hsize = size / 2; + nsteps = (h - 2 * hsize) / size; + for (j = 0; j < w; j++) { + /* fill buffer with pixels in byte order */ + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + buffer[i] = GET_DATA_BYTE(lines, j); + } + + for (i = 0; i < nsteps; i++) { + /* refill the minarray */ + startmin = (i + 1) * size - 1; + minarray[size - 1] = buffer[startmin]; + for (k = 1; k < size; k++) { + minarray[size - 1 - k] = + L_MIN(minarray[size - k], buffer[startmin - k]); + minarray[size - 1 + k] = + L_MIN(minarray[size + k - 2], buffer[startmin + k]); + } + + /* compute erosion values */ + starty = hsize + i * size; + lined = datad + starty * wpld; + SET_DATA_BYTE(lined, j, minarray[0]); + SET_DATA_BYTE(lined + (size - 1) * wpld, j, + minarray[2 * size - 2]); + for (k = 1; k < size - 1; k++) { + minval = L_MIN(minarray[k], minarray[k + size - 1]); + SET_DATA_BYTE(lined + wpld * k, j, minval); + } + } + } + } + + return; +} diff --git a/3rdparty/hgOCR/leptonica/grayquant.c b/3rdparty/hgOCR/leptonica/grayquant.c new file mode 100644 index 00000000..d8b02d30 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/grayquant.c @@ -0,0 +1,2908 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file grayquant.c + * 
+ *
+ *      Thresholding from 8 bpp to 1 bpp
+ *
+ *          Floyd-Steinberg dithering to binary
+ *              PIX         *pixDitherToBinary()
+ *              PIX         *pixDitherToBinarySpec()
+ *              static void  ditherToBinaryLow()
+ *              void         ditherToBinaryLineLow()
+ *
+ *          Simple (pixelwise) binarization with fixed threshold
+ *              PIX         *pixThresholdToBinary()
+ *              static void  thresholdToBinaryLow()
+ *              void         thresholdToBinaryLineLow()
+ *
+ *          Binarization with variable threshold
+ *              PIX         *pixVarThresholdToBinary()
+ *
+ *          Binarization by adaptive mapping
+ *              PIX         *pixAdaptThresholdToBinary()
+ *              PIX         *pixAdaptThresholdToBinaryGen()
+ *
+ *          Generate a binary mask from pixels of particular values
+ *              PIX         *pixGenerateMaskByValue()
+ *              PIX         *pixGenerateMaskByBand()
+ *
+ *      Thresholding from 8 bpp to 2 bpp
+ *
+ *          Floyd-Steinberg-like dithering to 2 bpp
+ *              PIX         *pixDitherTo2bpp()
+ *              PIX         *pixDitherTo2bppSpec()
+ *              static void  ditherTo2bppLow()
+ *              static void  ditherTo2bppLineLow()
+ *              static l_int32  make8To2DitherTables()
+ *
+ *          Simple (pixelwise) thresholding to 2 bpp with optional cmap
+ *              PIX         *pixThresholdTo2bpp()
+ *              static void  thresholdTo2bppLow()
+ *
+ *      Simple (pixelwise) thresholding from 8 bpp to 4 bpp
+ *              PIX         *pixThresholdTo4bpp()
+ *              static void  thresholdTo4bppLow()
+ *
+ *      Simple (pixelwise) quantization on 8 bpp grayscale
+ *              PIX         *pixThresholdOn8bpp()
+ *
+ *      Arbitrary (pixelwise) thresholding from 8 bpp to 2, 4 or 8 bpp
+ *              PIX         *pixThresholdGrayArb()
+ *
+ *      Quantization tables for linear thresholds of grayscale images
+ *              l_int32     *makeGrayQuantIndexTable()
+ *              static l_int32  *makeGrayQuantTargetTable()
+ *
+ *      Quantization table for arbitrary thresholding of grayscale images
+ *              l_int32      makeGrayQuantTableArb()
+ *              static l_int32   makeGrayQuantColormapArb()
+ *
+ *      Thresholding from 32 bpp rgb to 1 bpp
+ *      (really color quantization, but it's better placed in this file)
+ *              PIX         *pixGenerateMaskByBand32()
+ *              PIX         *pixGenerateMaskByDiscr32()
+ *
+ *      Histogram-based grayscale quantization
+ *              PIX         *pixGrayQuantFromHisto()
+ *              static l_int32  numaFillCmapFromHisto()
+ *
+ *      Color quantize grayscale image using existing colormap
+ *              PIX         *pixGrayQuantFromCmap()
+ *
+ */ + +#include +#include +#include "allheaders.h" + +static void ditherToBinaryLow(l_uint32 *datad, l_int32 w, l_int32 h, + l_int32 wpld, l_uint32 *datas, l_int32 wpls, + l_uint32 *bufs1, l_uint32 *bufs2, + l_int32 lowerclip, l_int32 upperclip); +static void thresholdToBinaryLow(l_uint32 *datad, l_int32 w, l_int32 h, + l_int32 wpld, l_uint32 *datas, l_int32 d, + l_int32 wpls, l_int32 thresh); +static void ditherTo2bppLow(l_uint32 *datad, l_int32 w, l_int32 h, l_int32 wpld, + l_uint32 *datas, l_int32 wpls, l_uint32 *bufs1, + l_uint32 *bufs2, l_int32 *tabval, l_int32 *tab38, + l_int32 *tab14); +static void ditherTo2bppLineLow(l_uint32 *lined, l_int32 w, l_uint32 *bufs1, + l_uint32 *bufs2, l_int32 *tabval, + l_int32 *tab38, l_int32 *tab14, + l_int32 lastlineflag); +static l_int32 make8To2DitherTables(l_int32 **ptabval, l_int32 **ptab38, + l_int32 **ptab14, l_int32 cliptoblack, + l_int32 cliptowhite); +static void thresholdTo2bppLow(l_uint32 *datad, l_int32 h, l_int32 wpld, + l_uint32 *datas, l_int32 wpls, l_int32 *tab); +static void thresholdTo4bppLow(l_uint32 *datad, l_int32 h, l_int32 wpld, + l_uint32 *datas, l_int32 wpls, l_int32 *tab); +static l_int32 *makeGrayQuantTargetTable(l_int32 nlevels, l_int32 depth); +static l_int32 makeGrayQuantColormapArb(PIX *pixs, l_int32 *tab, + l_int32 outdepth, PIXCMAP **pcmap); +static l_int32 numaFillCmapFromHisto(NUMA *na, PIXCMAP *cmap, + l_float32 minfract, l_int32 maxsize, + l_int32 **plut); + +#ifndef NO_CONSOLE_IO +#define DEBUG_UNROLLING 0 +#endif /* ~NO_CONSOLE_IO */ + +/*------------------------------------------------------------------* + * Binarization by Floyd-Steinberg dithering * + *------------------------------------------------------------------*/ +/*! + * \brief pixDitherToBinary() + * + * \param[in] pixs + * \return pixd dithered binary, or NULL on error + * + * The Floyd-Steinberg error diffusion dithering algorithm + * binarizes an 8 bpp grayscale image to a threshold of 128. + * If a pixel has a value above 127, it is binarized to white + * and the excess below 255 is subtracted from three + * neighboring pixels in the fractions 3/8 to i, j+1, + * 3/8 to i+1, j) and 1/4 to (i+1,j+1, truncating to 0 + * if necessary. Likewise, if it the pixel has a value + * below 128, it is binarized to black and the excess above 0 + * is added to the neighboring pixels, truncating to 255 if necessary. + * + * This function differs from straight dithering in that it allows + * clipping of grayscale to 0 or 255 if the values are + * sufficiently close, without distribution of the excess. + * This uses default values to specify the range of lower + * and upper values near 0 and 255, rsp that are clipped + * to black and white without propagating the excess. + * Not propagating the excess has the effect of reducing the + * snake patterns in parts of the image that are nearly black or white; + * however, it also prevents the attempt to reproduce gray for those values. + * + * The implementation is straightforward. It uses a pair of + * line buffers to avoid changing pixs. It is about the same speed + * as pixDitherToBinaryLUT(), which uses three LUTs. + */ +PIX * +pixDitherToBinary(PIX *pixs) +{ + PROCNAME("pixDitherToBinary"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("must be 8 bpp for dithering", procName, NULL); + + return pixDitherToBinarySpec(pixs, DEFAULT_CLIP_LOWER_1, + DEFAULT_CLIP_UPPER_1); +} + + +/*! + * \brief pixDitherToBinarySpec() + * + * \param[in] pixs + * \param[in] lowerclip lower clip distance to black; use 0 for default + * \param[in] upperclip upper clip distance to white; use 0 for default + * \return pixd dithered binary, or NULL on error + * + * 
+ * Notes:
+ *      (1) See comments above in pixDitherToBinary() for details.
+ *      (2) The input parameters lowerclip and upperclip specify the range
+ *          of lower and upper values (near 0 and 255, rsp) that are
+ *          clipped to black and white without propagating the excess.
+ *          For that reason, lowerclip and upperclip should be small numbers.
+ *
+ */ +PIX * +pixDitherToBinarySpec(PIX *pixs, + l_int32 lowerclip, + l_int32 upperclip) +{ +l_int32 w, h, d, wplt, wpld; +l_uint32 *datat, *datad; +l_uint32 *bufs1, *bufs2; +PIX *pixt, *pixd; + + PROCNAME("pixDitherToBinarySpec"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("must be 8 bpp for dithering", procName, NULL); + if (lowerclip < 0 || lowerclip > 255) + return (PIX *)ERROR_PTR("invalid value for lowerclip", procName, NULL); + if (upperclip < 0 || upperclip > 255) + return (PIX *)ERROR_PTR("invalid value for upperclip", procName, NULL); + + if ((pixd = pixCreate(w, h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Remove colormap if it exists */ + if ((pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE)) == NULL) { + pixDestroy(&pixd); + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + } + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + + /* Two line buffers, 1 for current line and 2 for next line */ + bufs1 = (l_uint32 *)LEPT_CALLOC(wplt, sizeof(l_uint32)); + bufs2 = (l_uint32 *)LEPT_CALLOC(wplt, sizeof(l_uint32)); + if (!bufs1 || !bufs2) { + LEPT_FREE(bufs1); + LEPT_FREE(bufs2); + pixDestroy(&pixd); + pixDestroy(&pixt); + return (PIX *)ERROR_PTR("bufs1, bufs2 not both made", procName, NULL); + } + + ditherToBinaryLow(datad, w, h, wpld, datat, wplt, bufs1, bufs2, + lowerclip, upperclip); + + LEPT_FREE(bufs1); + LEPT_FREE(bufs2); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief ditherToBinaryLow() + * + * See comments in pixDitherToBinary() in binarize.c + */ +static void +ditherToBinaryLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_uint32 *bufs1, + l_uint32 *bufs2, + l_int32 lowerclip, + l_int32 upperclip) +{ +l_int32 i; +l_uint32 *lined; + + /* do all lines except last line */ + memcpy(bufs2, datas, 4 * wpls); /* prime the buffer */ + for (i = 0; i < h - 1; i++) { + memcpy(bufs1, bufs2, 4 * wpls); + memcpy(bufs2, datas + (i + 1) * wpls, 4 * wpls); + lined = datad + i * wpld; + ditherToBinaryLineLow(lined, w, bufs1, bufs2, lowerclip, upperclip, 0); + } + + /* do last line */ + memcpy(bufs1, bufs2, 4 * wpls); + lined = datad + (h - 1) * wpld; + ditherToBinaryLineLow(lined, w, bufs1, bufs2, lowerclip, upperclip, 1); +} + + +/*! + * \brief ditherToBinaryLineLow() + * + * \param[in] lined ptr to beginning of dest line + * \param[in] w width of image in pixels + * \param[in] bufs1 buffer of current source line + * \param[in] bufs2 buffer of next source line + * \param[in] lowerclip lower clip distance to black + * \param[in] upperclip upper clip distance to white + * \param[in] lastlineflag 0 if not last dest line, 1 if last dest line + * \return void + * + * Dispatches FS error diffusion dithering for + * a single line of the image. If lastlineflag == 0, + * both source buffers are used; otherwise, only bufs1 + * is used. We use source buffers because the error + * is propagated into them, and we don't want to change + * the input src image. + * + * We break dithering out line by line to make it + * easier to combine functions like interpolative + * scaling and error diffusion dithering, as such a + * combination of operations obviates the need to + * generate a 2x grayscale image as an intermediary. + */ +void +ditherToBinaryLineLow(l_uint32 *lined, + l_int32 w, + l_uint32 *bufs1, + l_uint32 *bufs2, + l_int32 lowerclip, + l_int32 upperclip, + l_int32 lastlineflag) +{ +l_int32 j; +l_int32 oval, eval; +l_uint8 fval1, fval2, rval, bval, dval; + + if (lastlineflag == 0) { + for (j = 0; j < w - 1; j++) { + oval = GET_DATA_BYTE(bufs1, j); + if (oval > 127) { /* binarize to OFF */ + if ((eval = 255 - oval) > upperclip) { + /* subtract from neighbors */ + fval1 = (3 * eval) / 8; + fval2 = eval / 4; + rval = GET_DATA_BYTE(bufs1, j + 1); + rval = L_MAX(0, rval - fval1); + SET_DATA_BYTE(bufs1, j + 1, rval); + bval = GET_DATA_BYTE(bufs2, j); + bval = L_MAX(0, bval - fval1); + SET_DATA_BYTE(bufs2, j, bval); + dval = GET_DATA_BYTE(bufs2, j + 1); + dval = L_MAX(0, dval - fval2); + SET_DATA_BYTE(bufs2, j + 1, dval); + } + } else { /* oval <= 127; binarize to ON */ + SET_DATA_BIT(lined, j); /* ON pixel */ + if (oval > lowerclip) { + /* add to neighbors */ + fval1 = (3 * oval) / 8; + fval2 = oval / 4; + rval = GET_DATA_BYTE(bufs1, j + 1); + rval = L_MIN(255, rval + fval1); + SET_DATA_BYTE(bufs1, j + 1, rval); + bval = GET_DATA_BYTE(bufs2, j); + bval = L_MIN(255, bval + fval1); + SET_DATA_BYTE(bufs2, j, bval); + dval = GET_DATA_BYTE(bufs2, j + 1); + dval = L_MIN(255, dval + fval2); + SET_DATA_BYTE(bufs2, j + 1, dval); + } + } + } + + /* do last column: j = w - 1 */ + oval = GET_DATA_BYTE(bufs1, j); + if (oval > 127) { /* binarize to OFF */ + if ((eval = 255 - oval) > upperclip) { + /* subtract from neighbors */ + fval1 = (3 * eval) / 8; + bval = GET_DATA_BYTE(bufs2, j); + bval = L_MAX(0, bval - fval1); + SET_DATA_BYTE(bufs2, j, bval); + } + } else { /*oval <= 127; binarize to ON */ + SET_DATA_BIT(lined, j); /* ON pixel */ + if (oval > lowerclip) { + /* add to neighbors */ + fval1 = (3 * oval) / 8; + bval = GET_DATA_BYTE(bufs2, j); + bval = L_MIN(255, bval + fval1); + SET_DATA_BYTE(bufs2, j, bval); + } + } + } else { /* lastlineflag == 1 */ + for (j = 0; j < w - 1; j++) { + oval = GET_DATA_BYTE(bufs1, j); + if (oval > 127) { /* binarize to OFF */ + if ((eval = 255 - oval) > upperclip) { + /* subtract from neighbors */ + fval1 = (3 * eval) / 8; + rval = GET_DATA_BYTE(bufs1, j + 1); + rval = L_MAX(0, rval - fval1); + SET_DATA_BYTE(bufs1, j + 1, rval); + } + } else { /* oval <= 127; binarize to ON */ + SET_DATA_BIT(lined, j); /* ON pixel */ + if (oval > lowerclip) { + /* add to neighbors */ + fval1 = (3 * oval) / 8; + rval = GET_DATA_BYTE(bufs1, j + 1); + rval = L_MIN(255, rval + fval1); + SET_DATA_BYTE(bufs1, j + 1, rval); + } + } + } + + /* do last pixel: (i, j) = (h - 1, w - 1) */ + oval = GET_DATA_BYTE(bufs1, j); + if (oval < 128) + SET_DATA_BIT(lined, j); /* ON pixel */ + } +} + + +/*------------------------------------------------------------------* + * Simple (pixelwise) binarization with fixed threshold * + *------------------------------------------------------------------*/ +/*! + * \brief pixThresholdToBinary() + * + * \param[in] pixs 4 or 8 bpp + * \param[in] thresh threshold value + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) If the source pixel is less than the threshold value,
+ *          the dest will be 1; otherwise, it will be 0.
+ *      (2) For example, for 8 bpp src pix, if %thresh == 256, the dest
+ *          1 bpp pix is all ones (fg), and if %thresh == 0, the dest
+ *          pix is all zeros (bg).
+ *
+ *
+ */ +PIX * +pixThresholdToBinary(PIX *pixs, + l_int32 thresh) +{ +l_int32 d, w, h, wplt, wpld; +l_uint32 *datat, *datad; +PIX *pixt, *pixd; + + PROCNAME("pixThresholdToBinary"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 4 && d != 8) + return (PIX *)ERROR_PTR("pixs must be 4 or 8 bpp", procName, NULL); + if (thresh < 0) + return (PIX *)ERROR_PTR("thresh must be non-negative", procName, NULL); + if (d == 4 && thresh > 16) + return (PIX *)ERROR_PTR("4 bpp thresh not in {0-16}", procName, NULL); + if (d == 8 && thresh > 256) + return (PIX *)ERROR_PTR("8 bpp thresh not in {0-256}", procName, NULL); + + if ((pixd = pixCreate(w, h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Remove colormap if it exists. If there is a colormap, + * pixt will be 8 bpp regardless of the depth of pixs. */ + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + if (pixGetColormap(pixs) && d == 4) { /* promoted to 8 bpp */ + d = 8; + thresh *= 16; + } + + thresholdToBinaryLow(datad, w, h, wpld, datat, d, wplt, thresh); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief thresholdToBinaryLow() + * + * If the source pixel is less than thresh, + * the dest will be 1; otherwise, it will be 0 + */ +static void +thresholdToBinaryLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 d, + l_int32 wpls, + l_int32 thresh) +{ +l_int32 i; +l_uint32 *lines, *lined; + + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + thresholdToBinaryLineLow(lined, w, lines, d, thresh); + } +} + + +/* + * thresholdToBinaryLineLow() + * + */ +void +thresholdToBinaryLineLow(l_uint32 *lined, + l_int32 w, + l_uint32 *lines, + l_int32 d, + l_int32 thresh) +{ +l_int32 j, k, gval, scount, dcount; +l_uint32 sword, dword; + + PROCNAME("thresholdToBinaryLineLow"); + + switch (d) + { + case 4: + /* Unrolled as 4 source words, 1 dest word */ + for (j = 0, scount = 0, dcount = 0; j + 31 < w; j += 32) { + dword = 0; + for (k = 0; k < 4; k++) { + sword = lines[scount++]; + dword <<= 8; + gval = (sword >> 28) & 0xf; + /* Trick used here and below: if gval < thresh then + * gval - thresh < 0, so its high-order bit is 1, and + * ((gval - thresh) >> 31) & 1 == 1; likewise, if + * gval >= thresh, then ((gval - thresh) >> 31) & 1 == 0 + * Doing it this way avoids a random (and thus easily + * mispredicted) branch on each pixel. */ + dword |= ((gval - thresh) >> 24) & 128; + gval = (sword >> 24) & 0xf; + dword |= ((gval - thresh) >> 25) & 64; + gval = (sword >> 20) & 0xf; + dword |= ((gval - thresh) >> 26) & 32; + gval = (sword >> 16) & 0xf; + dword |= ((gval - thresh) >> 27) & 16; + gval = (sword >> 12) & 0xf; + dword |= ((gval - thresh) >> 28) & 8; + gval = (sword >> 8) & 0xf; + dword |= ((gval - thresh) >> 29) & 4; + gval = (sword >> 4) & 0xf; + dword |= ((gval - thresh) >> 30) & 2; + gval = sword & 0xf; + dword |= ((gval - thresh) >> 31) & 1; + } + lined[dcount++] = dword; + } + + if (j < w) { + dword = 0; + for (; j < w; j++) { + if ((j & 7) == 0) { + sword = lines[scount++]; + } + gval = (sword >> 28) & 0xf; + sword <<= 4; + dword |= (((gval - thresh) >> 31) & 1) << (31 - (j & 31)); + } + lined[dcount] = dword; + } +#if DEBUG_UNROLLING +#define CHECK_BIT(a, b, c) if (GET_DATA_BIT(a, b) != c) { \ + fprintf(stderr, "Error: mismatch at %d/%d(%d), %d vs %d\n", \ + j, w, d, GET_DATA_BIT(a, b), c); } + for (j = 0; j < w; j++) { + gval = GET_DATA_QBIT(lines, j); + CHECK_BIT(lined, j, gval < thresh ? 1 : 0); + } +#endif + break; + case 8: + /* Unrolled as 8 source words, 1 dest word */ + for (j = 0, scount = 0, dcount = 0; j + 31 < w; j += 32) { + dword = 0; + for (k = 0; k < 8; k++) { + sword = lines[scount++]; + dword <<= 4; + gval = (sword >> 24) & 0xff; + dword |= ((gval - thresh) >> 28) & 8; + gval = (sword >> 16) & 0xff; + dword |= ((gval - thresh) >> 29) & 4; + gval = (sword >> 8) & 0xff; + dword |= ((gval - thresh) >> 30) & 2; + gval = sword & 0xff; + dword |= ((gval - thresh) >> 31) & 1; + } + lined[dcount++] = dword; + } + + if (j < w) { + dword = 0; + for (; j < w; j++) { + if ((j & 3) == 0) { + sword = lines[scount++]; + } + gval = (sword >> 24) & 0xff; + sword <<= 8; + dword |= (l_uint64)(((gval - thresh) >> 31) & 1) + << (31 - (j & 31)); + } + lined[dcount] = dword; + } +#if DEBUG_UNROLLING + for (j = 0; j < w; j++) { + gval = GET_DATA_BYTE(lines, j); + CHECK_BIT(lined, j, gval < thresh ? 1 : 0); + } +#undef CHECK_BIT +#endif + break; + default: + L_ERROR("src depth not 4 or 8 bpp\n", procName); + break; + } +} + + +/*------------------------------------------------------------------* + * Binarization with variable threshold * + *------------------------------------------------------------------*/ +/*! + * \brief pixVarThresholdToBinary() + * + * \param[in] pixs 8 bpp + * \param[in] pixg 8 bpp; contains threshold values for each pixel + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) If the pixel in pixs is less than the corresponding pixel
+ *          in pixg, the dest will be 1; otherwise it will be 0.
+ *
+ */ +PIX * +pixVarThresholdToBinary(PIX *pixs, + PIX *pixg) +{ +l_int32 i, j, vals, valg, w, h, d, wpls, wplg, wpld; +l_uint32 *datas, *datag, *datad, *lines, *lineg, *lined; +PIX *pixd; + + PROCNAME("pixVarThresholdToBinary"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!pixg) + return (PIX *)ERROR_PTR("pixg not defined", procName, NULL); + if (!pixSizesEqual(pixs, pixg)) + return (PIX *)ERROR_PTR("pix sizes not equal", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL); + + pixd = pixCreate(w, h, 1); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datag = pixGetData(pixg); + wplg = pixGetWpl(pixg); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lineg = datag + i * wplg; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + vals = GET_DATA_BYTE(lines, j); + valg = GET_DATA_BYTE(lineg, j); + if (vals < valg) + SET_DATA_BIT(lined, j); + } + } + + return pixd; +} + + +/*------------------------------------------------------------------* + * Binarization by adaptive mapping * + *------------------------------------------------------------------*/ +/*! + * \brief pixAdaptThresholdToBinary() + * + * \param[in] pixs 8 bpp + * \param[in] pixm [optional] 1 bpp image mask; can be null + * \param[in] gamma gamma correction; must be > 0.0; typically ~1.0 + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a simple convenience function for doing adaptive
+ *          thresholding on a grayscale image with variable background.
+ *          It uses default parameters appropriate for typical text images.
+ *      (2) %pixm is a 1 bpp mask over "image" regions, which are not
+ *          expected to have a white background.  The mask inhibits
+ *          background finding under the fg pixels of the mask.  For
+ *          images with both text and image, the image regions would
+ *          be binarized (or quantized) by a different set of operations.
+ *      (3) As %gamma is increased, the foreground pixels are reduced.
+ *      (4) Under the covers:  The default background value for normalization
+ *          is 200, so we choose 170 for 'maxval' in pixGammaTRC.  Likewise,
+ *          the default foreground threshold for normalization is 60,
+ *          so we choose 50 for 'minval' in pixGammaTRC.  Because
+ *          170 was mapped to 255, choosing 200 for the threshold is
+ *          quite safe for avoiding speckle noise from the background.
+ *
+ */ +PIX * +pixAdaptThresholdToBinary(PIX *pixs, + PIX *pixm, + l_float32 gamma) +{ + PROCNAME("pixAdaptThresholdToBinary"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + + return pixAdaptThresholdToBinaryGen(pixs, pixm, gamma, 50, 170, 200); +} + + +/*! + * \brief pixAdaptThresholdToBinaryGen() + * + * \param[in] pixs 8 bpp + * \param[in] pixm [optional] 1 bpp image mask; can be null + * \param[in] gamma gamma correction; must be > 0.0; typically ~1.0 + * \param[in] blackval dark value to set to black (0) + * \param[in] whiteval light value to set to white (255) + * \param[in] thresh final threshold for binarization + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a convenience function for doing adaptive thresholding
+ *          on a grayscale image with variable background.  Also see notes
+ *          in pixAdaptThresholdToBinary().
+ *      (2) Reducing %gamma increases the foreground (text) pixels.
+ *          Use a low value (e.g., 0.5) for images with light text.
+ *      (3) For normal images, see default args in pixAdaptThresholdToBinary().
+ *          For images with very light text, these values are appropriate:
+ *             gamma     ~0.5
+ *             blackval  ~70
+ *             whiteval  ~190
+ *             thresh    ~200
+ *
+ */ +PIX * +pixAdaptThresholdToBinaryGen(PIX *pixs, + PIX *pixm, + l_float32 gamma, + l_int32 blackval, + l_int32 whiteval, + l_int32 thresh) +{ +PIX *pix1, *pixd; + + PROCNAME("pixAdaptThresholdToBinaryGen"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + + pix1 = pixBackgroundNormSimple(pixs, pixm, NULL); + pixGammaTRC(pix1, pix1, gamma, blackval, whiteval); + pixd = pixThresholdToBinary(pix1, thresh); + pixDestroy(&pix1); + return pixd; +} + + +/*--------------------------------------------------------------------* + * Generate a binary mask from pixels of particular value(s) * + *--------------------------------------------------------------------*/ +/*! + * \brief pixGenerateMaskByValue() + * + * \param[in] pixs 2, 4 or 8 bpp, or colormapped + * \param[in] val of pixels for which we set 1 in dest + * \param[in] usecmap 1 to retain cmap values; 0 to convert to gray + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) %val is the pixel value that we are selecting.  It can be
+ *          either a gray value or a colormap index.
+ *      (2) If pixs is colormapped, %usecmap determines if the colormap
+ *          index values are used, or if the colormap is removed to gray and
+ *          the gray values are used.  For the latter, it generates
+ *          an approximate grayscale value for each pixel, and then looks
+ *          for gray pixels with the value %val.
+ *
+ */ +PIX * +pixGenerateMaskByValue(PIX *pixs, + l_int32 val, + l_int32 usecmap) +{ +l_int32 i, j, w, h, d, wplg, wpld; +l_uint32 *datag, *datad, *lineg, *lined; +PIX *pixg, *pixd; + + PROCNAME("pixGenerateMaskByValue"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 2 && d != 4 && d != 8) + return (PIX *)ERROR_PTR("not 2, 4 or 8 bpp", procName, NULL); + + if (!usecmap && pixGetColormap(pixs)) + pixg = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + else + pixg = pixClone(pixs); + pixGetDimensions(pixg, &w, &h, &d); + if (d == 8 && (val < 0 || val > 255)) { + pixDestroy(&pixg); + return (PIX *)ERROR_PTR("val out of 8 bpp range", procName, NULL); + } + if (d == 4 && (val < 0 || val > 15)) { + pixDestroy(&pixg); + return (PIX *)ERROR_PTR("val out of 4 bpp range", procName, NULL); + } + if (d == 2 && (val < 0 || val > 3)) { + pixDestroy(&pixg); + return (PIX *)ERROR_PTR("val out of 2 bpp range", procName, NULL); + } + + pixd = pixCreate(w, h, 1); + pixCopyResolution(pixd, pixg); + pixCopyInputFormat(pixd, pixs); + datag = pixGetData(pixg); + wplg = pixGetWpl(pixg); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lineg = datag + i * wplg; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + if (d == 8) { + if (GET_DATA_BYTE(lineg, j) == val) + SET_DATA_BIT(lined, j); + } else if (d == 4) { + if (GET_DATA_QBIT(lineg, j) == val) + SET_DATA_BIT(lined, j); + } else { /* d == 2 */ + if (GET_DATA_DIBIT(lineg, j) == val) + SET_DATA_BIT(lined, j); + } + } + } + + pixDestroy(&pixg); + return pixd; +} + + +/*! + * \brief pixGenerateMaskByBand() + * + * \param[in] pixs 2, 4 or 8 bpp, or colormapped + * \param[in] lower, upper two pixel values from which a range, either + * between (inband) or outside of (!inband), + * determines which pixels in pixs cause us to + * set a 1 in the dest mask + * \param[in] inband 1 for finding pixels in [lower, upper]; + * 0 for finding pixels in + * [0, lower) union (upper, 255] + * \param[in] usecmap 1 to retain cmap values; 0 to convert to gray + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) Generates a 1 bpp mask pixd, the same size as pixs, where
+ *          the fg pixels in the mask are those either within the specified
+ *          band (for inband == 1) or outside the specified band
+ *          (for inband == 0).
+ *      (2) If pixs is colormapped, %usecmap determines if the colormap
+ *          values are used, or if the colormap is removed to gray and
+ *          the gray values are used.  For the latter, it generates
+ *          an approximate grayscale value for each pixel, and then looks
+ *          for gray pixels with the value %val.
+ *
+ */ +PIX * +pixGenerateMaskByBand(PIX *pixs, + l_int32 lower, + l_int32 upper, + l_int32 inband, + l_int32 usecmap) +{ +l_int32 i, j, w, h, d, wplg, wpld, val; +l_uint32 *datag, *datad, *lineg, *lined; +PIX *pixg, *pixd; + + PROCNAME("pixGenerateMaskByBand"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + d = pixGetDepth(pixs); + if (d != 2 && d != 4 && d != 8) + return (PIX *)ERROR_PTR("not 2, 4 or 8 bpp", procName, NULL); + if (lower < 0 || lower > upper) + return (PIX *)ERROR_PTR("lower < 0 or lower > upper!", procName, NULL); + + if (!usecmap && pixGetColormap(pixs)) + pixg = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + else + pixg = pixClone(pixs); + pixGetDimensions(pixg, &w, &h, &d); + if (d == 8 && upper > 255) { + pixDestroy(&pixg); + return (PIX *)ERROR_PTR("d == 8 and upper > 255", procName, NULL); + } + if (d == 4 && upper > 15) { + pixDestroy(&pixg); + return (PIX *)ERROR_PTR("d == 4 and upper > 15", procName, NULL); + } + if (d == 2 && upper > 3) { + pixDestroy(&pixg); + return (PIX *)ERROR_PTR("d == 2 and upper > 3", procName, NULL); + } + + pixd = pixCreate(w, h, 1); + pixCopyResolution(pixd, pixg); + pixCopyInputFormat(pixd, pixs); + datag = pixGetData(pixg); + wplg = pixGetWpl(pixg); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lineg = datag + i * wplg; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + if (d == 8) + val = GET_DATA_BYTE(lineg, j); + else if (d == 4) + val = GET_DATA_QBIT(lineg, j); + else /* d == 2 */ + val = GET_DATA_DIBIT(lineg, j); + if (inband) { + if (val >= lower && val <= upper) + SET_DATA_BIT(lined, j); + } else { /* out of band */ + if (val < lower || val > upper) + SET_DATA_BIT(lined, j); + } + } + } + + pixDestroy(&pixg); + return pixd; +} + + +/*------------------------------------------------------------------* + * Thresholding to 2 bpp by dithering * + *------------------------------------------------------------------*/ +/*! + * \brief pixDitherTo2bpp() + * + * \param[in] pixs 8 bpp + * \param[in] cmapflag 1 to generate a colormap + * \return pixd dithered 2 bpp, or NULL on error + * + * An analog of the Floyd-Steinberg error diffusion dithering + * algorithm is used to "dibitize" an 8 bpp grayscale image + * to 2 bpp, using equally spaced gray values of 0, 85, 170, and 255, + * which are served by thresholds of 43, 128 and 213. + * If cmapflag == 1, the colormap values are set to 0, 85, 170 and 255. + * If a pixel has a value between 0 and 42, it is dibitized + * to 0, and the excess above 0 is added to the + * three neighboring pixels, in the fractions 3/8 to i, j+1, + * 3/8 to i+1, j) and 1/4 to (i+1, j+1, truncating to 255 if + * necessary. If a pixel has a value between 43 and 127, it is + * dibitized to 1, and the excess above 85 is added to the three + * neighboring pixels as before. If the value is below 85, the + * excess is subtracted. With a value between 128 + * and 212, it is dibitized to 2, with the excess on either side + * of 170 distributed as before. Finally, with a value between + * 213 and 255, it is dibitized to 3, with the excess below 255 + * subtracted from the neighbors. We always truncate to 0 or 255. + * The details can be seen in the lookup table generation. + * + * This function differs from straight dithering in that it allows + * clipping of grayscale to 0 or 255 if the values are + * sufficiently close, without distribution of the excess. + * This uses default values from pix.h to specify the range of lower + * and upper values near 0 and 255, rsp that are clipped to black + * and white without propagating the excess. + * Not propagating the excess has the effect of reducing the snake + * patterns in parts of the image that are nearly black or white; + * however, it also prevents any attempt to reproduce gray for those values. + * + * The implementation uses 3 lookup tables for simplicity, and + * a pair of line buffers to avoid modifying pixs. + */ +PIX * +pixDitherTo2bpp(PIX *pixs, + l_int32 cmapflag) +{ + PROCNAME("pixDitherTo2bpp"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("must be 8 bpp for dithering", procName, NULL); + + return pixDitherTo2bppSpec(pixs, DEFAULT_CLIP_LOWER_2, + DEFAULT_CLIP_UPPER_2, cmapflag); +} + + +/*! + * \brief pixDitherTo2bppSpec() + * + * \param[in] pixs 8 bpp + * \param[in] lowerclip lower clip distance to black; use 0 for default + * \param[in] upperclip upper clip distance to white; use 0 for default + * \param[in] cmapflag 1 to generate a colormap + * \return pixd dithered 2 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) See comments above in pixDitherTo2bpp() for details.
+ *      (2) The input parameters lowerclip and upperclip specify the range
+ *          of lower and upper values (near 0 and 255, rsp) that are
+ *          clipped to black and white without propagating the excess.
+ *          For that reason, lowerclip and upperclip should be small numbers.
+ *
+ */ +PIX * +pixDitherTo2bppSpec(PIX *pixs, + l_int32 lowerclip, + l_int32 upperclip, + l_int32 cmapflag) +{ +l_int32 w, h, d, wplt, wpld; +l_int32 *tabval, *tab38, *tab14; +l_uint32 *datat, *datad; +l_uint32 *bufs1, *bufs2; +PIX *pixt, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixDitherTo2bppSpec"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("must be 8 bpp for dithering", procName, NULL); + if (lowerclip < 0 || lowerclip > 255) + return (PIX *)ERROR_PTR("invalid value for lowerclip", procName, NULL); + if (upperclip < 0 || upperclip > 255) + return (PIX *)ERROR_PTR("invalid value for upperclip", procName, NULL); + + if ((pixd = pixCreate(w, h, 2)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* If there is a colormap, remove it */ + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + + /* Two line buffers, 1 for current line and 2 for next line */ + bufs1 = (l_uint32 *)LEPT_CALLOC(wplt, sizeof(l_uint32)); + bufs2 = (l_uint32 *)LEPT_CALLOC(wplt, sizeof(l_uint32)); + if (!bufs1 || !bufs2) { + LEPT_FREE(bufs1); + LEPT_FREE(bufs2); + pixDestroy(&pixd); + pixDestroy(&pixt); + return (PIX *)ERROR_PTR("bufs1, bufs2 not both made", procName, NULL); + } + + /* 3 lookup tables: 2-bit value, (3/8)excess, and (1/4)excess */ + make8To2DitherTables(&tabval, &tab38, &tab14, lowerclip, upperclip); + + ditherTo2bppLow(datad, w, h, wpld, datat, wplt, bufs1, bufs2, + tabval, tab38, tab14); + + if (cmapflag) { + cmap = pixcmapCreateLinear(2, 4); + pixSetColormap(pixd, cmap); + } + + LEPT_FREE(bufs1); + LEPT_FREE(bufs2); + LEPT_FREE(tabval); + LEPT_FREE(tab38); + LEPT_FREE(tab14); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief ditherTo2bppLow() + * + * Low-level function for doing Floyd-Steinberg error diffusion + * dithering from 8 bpp (datas) to 2 bpp (datad). Two source + * line buffers, bufs1 and bufs2, are provided, along with three + * 256-entry lookup tables: tabval gives the output pixel value, + * tab38 gives the extra (plus or minus) transferred to the pixels + * directly to the left and below, and tab14 gives the extra + * transferred to the diagonal below. The choice of 3/8 and 1/4 + * is traditional but arbitrary when you use a lookup table; the + * only constraint is that the sum is 1. See other comments + * below and in grayquant.c. + */ +static void +ditherTo2bppLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_uint32 *bufs1, + l_uint32 *bufs2, + l_int32 *tabval, + l_int32 *tab38, + l_int32 *tab14) +{ +l_int32 i; +l_uint32 *lined; + + /* do all lines except last line */ + memcpy(bufs2, datas, 4 * wpls); /* prime the buffer */ + for (i = 0; i < h - 1; i++) { + memcpy(bufs1, bufs2, 4 * wpls); + memcpy(bufs2, datas + (i + 1) * wpls, 4 * wpls); + lined = datad + i * wpld; + ditherTo2bppLineLow(lined, w, bufs1, bufs2, tabval, tab38, tab14, 0); + } + + /* do last line */ + memcpy(bufs1, bufs2, 4 * wpls); + lined = datad + (h - 1) * wpld; + ditherTo2bppLineLow(lined, w, bufs1, bufs2, tabval, tab38, tab14, 1); +} + + +/*! + * \brief ditherTo2bppLineLow() + * + * \param[in] lined ptr to beginning of dest line + * \param[in] w width of image in pixels + * \param[in] bufs1 buffer of current source line + * \param[in] bufs2 buffer of next source line + * \param[in] tabval value to assign for current pixel + * \param[in] tab38 excess value to give to neighboring 3/8 pixels + * \param[in] tab14 excess value to give to neighboring 1/4 pixel + * \param[in] lastlineflag 0 if not last dest line, 1 if last dest line + * \return void + * + * Dispatches error diffusion dithering for + * a single line of the image. If lastlineflag == 0, + * both source buffers are used; otherwise, only bufs1 + * is used. We use source buffers because the error + * is propagated into them, and we don't want to change + * the input src image. + * + * We break dithering out line by line to make it + * easier to combine functions like interpolative + * scaling and error diffusion dithering, as such a + * combination of operations obviates the need to + * generate a 2x grayscale image as an intermediary. + */ +static void +ditherTo2bppLineLow(l_uint32 *lined, + l_int32 w, + l_uint32 *bufs1, + l_uint32 *bufs2, + l_int32 *tabval, + l_int32 *tab38, + l_int32 *tab14, + l_int32 lastlineflag) +{ +l_int32 j; +l_int32 oval, tab38val, tab14val; +l_uint8 rval, bval, dval; + + if (lastlineflag == 0) { + for (j = 0; j < w - 1; j++) { + oval = GET_DATA_BYTE(bufs1, j); + SET_DATA_DIBIT(lined, j, tabval[oval]); + rval = GET_DATA_BYTE(bufs1, j + 1); + bval = GET_DATA_BYTE(bufs2, j); + dval = GET_DATA_BYTE(bufs2, j + 1); + tab38val = tab38[oval]; + tab14val = tab14[oval]; + if (tab38val < 0) { + rval = L_MAX(0, rval + tab38val); + bval = L_MAX(0, bval + tab38val); + dval = L_MAX(0, dval + tab14val); + } else { + rval = L_MIN(255, rval + tab38val); + bval = L_MIN(255, bval + tab38val); + dval = L_MIN(255, dval + tab14val); + } + SET_DATA_BYTE(bufs1, j + 1, rval); + SET_DATA_BYTE(bufs2, j, bval); + SET_DATA_BYTE(bufs2, j + 1, dval); + } + + /* do last column: j = w - 1 */ + oval = GET_DATA_BYTE(bufs1, j); + SET_DATA_DIBIT(lined, j, tabval[oval]); + bval = GET_DATA_BYTE(bufs2, j); + tab38val = tab38[oval]; + if (tab38val < 0) + bval = L_MAX(0, bval + tab38val); + else + bval = L_MIN(255, bval + tab38val); + SET_DATA_BYTE(bufs2, j, bval); + } else { /* lastlineflag == 1 */ + for (j = 0; j < w - 1; j++) { + oval = GET_DATA_BYTE(bufs1, j); + SET_DATA_DIBIT(lined, j, tabval[oval]); + rval = GET_DATA_BYTE(bufs1, j + 1); + tab38val = tab38[oval]; + if (tab38val < 0) + rval = L_MAX(0, rval + tab38val); + else + rval = L_MIN(255, rval + tab38val); + SET_DATA_BYTE(bufs1, j + 1, rval); + } + + /* do last pixel: (i, j) = (h - 1, w - 1) */ + oval = GET_DATA_BYTE(bufs1, j); + SET_DATA_DIBIT(lined, j, tabval[oval]); + } +} + + +/*! + * \brief make8To2DitherTables() + * + * \param[out] ptabval value assigned to output pixel; 0, 1, 2 or 3 + * \param[out] ptab38 amount propagated to pixels left and below + * \param[out] ptab14 amount propagated to pixel to left and down + * \param[in] cliptoblack values near 0 where the excess is not propagated + * \param[in] cliptowhite values near 255 where the deficit is not propagated + * + * \return 0 if OK, 1 on error + */ +static l_int32 +make8To2DitherTables(l_int32 **ptabval, + l_int32 **ptab38, + l_int32 **ptab14, + l_int32 cliptoblack, + l_int32 cliptowhite) +{ +l_int32 i; +l_int32 *tabval, *tab38, *tab14; + + /* 3 lookup tables: 2-bit value, (3/8)excess, and (1/4)excess */ + tabval = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + tab38 = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + tab14 = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + *ptabval = tabval; + *ptab38 = tab38; + *ptab14 = tab14; + + for (i = 0; i < 256; i++) { + if (i <= cliptoblack) { + tabval[i] = 0; + tab38[i] = 0; + tab14[i] = 0; + } else if (i < 43) { + tabval[i] = 0; + tab38[i] = (3 * i + 4) / 8; + tab14[i] = (i + 2) / 4; + } else if (i < 85) { + tabval[i] = 1; + tab38[i] = (3 * (i - 85) - 4) / 8; + tab14[i] = ((i - 85) - 2) / 4; + } else if (i < 128) { + tabval[i] = 1; + tab38[i] = (3 * (i - 85) + 4) / 8; + tab14[i] = ((i - 85) + 2) / 4; + } else if (i < 170) { + tabval[i] = 2; + tab38[i] = (3 * (i - 170) - 4) / 8; + tab14[i] = ((i - 170) - 2) / 4; + } else if (i < 213) { + tabval[i] = 2; + tab38[i] = (3 * (i - 170) + 4) / 8; + tab14[i] = ((i - 170) + 2) / 4; + } else if (i < 255 - cliptowhite) { + tabval[i] = 3; + tab38[i] = (3 * (i - 255) - 4) / 8; + tab14[i] = ((i - 255) - 2) / 4; + } else { /* i >= 255 - cliptowhite */ + tabval[i] = 3; + tab38[i] = 0; + tab14[i] = 0; + } + } + + return 0; +} + + +/*--------------------------------------------------------------------* + * Simple (pixelwise) thresholding to 2 bpp with optional colormap * + *--------------------------------------------------------------------*/ +/*! + * \brief pixThresholdTo2bpp() + * + * \param[in] pixs 8 bpp + * \param[in] nlevels equally spaced; must be between 2 and 4 + * \param[in] cmapflag 1 to build colormap; 0 otherwise + * \return pixd 2 bpp, optionally with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) Valid values for nlevels is the set {2, 3, 4}.
+ *      (2) Any colormap on the input pixs is removed to 8 bpp grayscale.
+ *      (3) This function is typically invoked with cmapflag == 1.
+ *          In the situation where no colormap is desired, nlevels is
+ *          ignored and pixs is thresholded to 4 levels.
+ *      (4) The target output colors are equally spaced, with the
+ *          darkest at 0 and the lightest at 255.  The thresholds are
+ *          chosen halfway between adjacent output values.  A table
+ *          is built that specifies the mapping from src to dest.
+ *      (5) If cmapflag == 1, a colormap of size 'nlevels' is made,
+ *          and the pixel values in pixs are replaced by their
+ *          appropriate color indices.  The number of holdouts,
+ *          4 - nlevels, will be between 0 and 2.
+ *      (6) If you don't want the thresholding to be equally spaced,
+ *          either first transform the 8 bpp src using pixGammaTRC().
+ *          or, if cmapflag == 1, after calling this function you can use
+ *          pixcmapResetColor() to change any individual colors.
+ *      (7) If a colormap is generated, it will specify (to display
+ *          programs) exactly how each level is to be represented in RGB
+ *          space.  When representing text, 3 levels is far better than
+ *          2 because of the antialiasing of the single gray level,
+ *          and 4 levels (black, white and 2 gray levels) is getting
+ *          close to the perceptual quality of a (nearly continuous)
+ *          grayscale image.  With 2 bpp, you can set up a colormap
+ *          and allocate from 2 to 4 levels to represent antialiased text.
+ *          Any left over colormap entries can be used for coloring regions.
+ *          For the same number of levels, the file size of a 2 bpp image
+ *          is about 10% smaller than that of a 4 bpp result for the same
+ *          number of levels.  For both 2 bpp and 4 bpp, using 4 levels you
+ *          get compression far better than that of jpeg, because the
+ *          quantization to 4 levels will remove the jpeg ringing in the
+ *          background near character edges.
+ *
+ */ +PIX * +pixThresholdTo2bpp(PIX *pixs, + l_int32 nlevels, + l_int32 cmapflag) +{ +l_int32 *qtab; +l_int32 w, h, d, wplt, wpld; +l_uint32 *datat, *datad; +PIX *pixt, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixThresholdTo2bpp"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (nlevels < 2 || nlevels > 4) + return (PIX *)ERROR_PTR("nlevels not in {2, 3, 4}", procName, NULL); + + if ((pixd = pixCreate(w, h, 2)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + if (cmapflag) { /* hold out (4 - nlevels) cmap entries */ + cmap = pixcmapCreateLinear(2, nlevels); + pixSetColormap(pixd, cmap); + } + + /* If there is a colormap in the src, remove it */ + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + + /* Make the appropriate table */ + if (cmapflag) + qtab = makeGrayQuantIndexTable(nlevels); + else + qtab = makeGrayQuantTargetTable(4, 2); + + thresholdTo2bppLow(datad, h, wpld, datat, wplt, qtab); + + LEPT_FREE(qtab); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief thresholdTo2bppLow() + * + * Low-level function for thresholding from 8 bpp (datas) to + * 2 bpp (datad), using thresholds implicitly defined through %tab, + * a 256-entry lookup table that gives a 2-bit output value + * for each possible input. + * + * For each line, unroll the loop so that for each 32 bit src word, + * representing four consecutive 8-bit pixels, we compose one byte + * of output consisiting of four 2-bit pixels. + */ +static void +thresholdTo2bppLow(l_uint32 *datad, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 *tab) +{ +l_uint8 sval1, sval2, sval3, sval4, dval; +l_int32 i, j, k; +l_uint32 *lines, *lined; + + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < wpls; j++) { + k = 4 * j; + sval1 = GET_DATA_BYTE(lines, k); + sval2 = GET_DATA_BYTE(lines, k + 1); + sval3 = GET_DATA_BYTE(lines, k + 2); + sval4 = GET_DATA_BYTE(lines, k + 3); + dval = (tab[sval1] << 6) | (tab[sval2] << 4) | + (tab[sval3] << 2) | tab[sval4]; + SET_DATA_BYTE(lined, j, dval); + } + } +} + + +/*----------------------------------------------------------------------* + * Simple (pixelwise) thresholding to 4 bpp * + *----------------------------------------------------------------------*/ +/*! + * \brief pixThresholdTo4bpp() + * + * \param[in] pixs 8 bpp, can have colormap + * \param[in] nlevels equally spaced; must be between 2 and 16 + * \param[in] cmapflag 1 to build colormap; 0 otherwise + * \return pixd 4 bpp, optionally with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) Valid values for nlevels is the set {2, ... 16}.
+ *      (2) Any colormap on the input pixs is removed to 8 bpp grayscale.
+ *      (3) This function is typically invoked with cmapflag == 1.
+ *          In the situation where no colormap is desired, nlevels is
+ *          ignored and pixs is thresholded to 16 levels.
+ *      (4) The target output colors are equally spaced, with the
+ *          darkest at 0 and the lightest at 255.  The thresholds are
+ *          chosen halfway between adjacent output values.  A table
+ *          is built that specifies the mapping from src to dest.
+ *      (5) If cmapflag == 1, a colormap of size 'nlevels' is made,
+ *          and the pixel values in pixs are replaced by their
+ *          appropriate color indices.  The number of holdouts,
+ *          16 - nlevels, will be between 0 and 14.
+ *      (6) If you don't want the thresholding to be equally spaced,
+ *          either first transform the 8 bpp src using pixGammaTRC().
+ *          or, if cmapflag == 1, after calling this function you can use
+ *          pixcmapResetColor() to change any individual colors.
+ *      (7) If a colormap is generated, it will specify, to display
+ *          programs, exactly how each level is to be represented in RGB
+ *          space.  When representing text, 3 levels is far better than
+ *          2 because of the antialiasing of the single gray level,
+ *          and 4 levels (black, white and 2 gray levels) is getting
+ *          close to the perceptual quality of a (nearly continuous)
+ *          grayscale image.  Therefore, with 4 bpp, you can set up a
+ *          colormap, allocate a relatively small fraction of the 16
+ *          possible values to represent antialiased text, and use the
+ *          other colormap entries for other things, such as coloring
+ *          text or background.  Two other reasons for using a small number
+ *          of gray values for antialiased text are (1) PNG compression
+ *          gets worse as the number of levels that are used is increased,
+ *          and (2) using a small number of levels will filter out most of
+ *          the jpeg ringing that is typically introduced near sharp edges
+ *          of text.  This filtering is partly responsible for the improved
+ *          compression.
+ *
+ */ +PIX * +pixThresholdTo4bpp(PIX *pixs, + l_int32 nlevels, + l_int32 cmapflag) +{ +l_int32 *qtab; +l_int32 w, h, d, wplt, wpld; +l_uint32 *datat, *datad; +PIX *pixt, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixThresholdTo4bpp"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (nlevels < 2 || nlevels > 16) + return (PIX *)ERROR_PTR("nlevels not in [2,...,16]", procName, NULL); + + if ((pixd = pixCreate(w, h, 4)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + if (cmapflag) { /* hold out (16 - nlevels) cmap entries */ + cmap = pixcmapCreateLinear(4, nlevels); + pixSetColormap(pixd, cmap); + } + + /* If there is a colormap in the src, remove it */ + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + + /* Make the appropriate table */ + if (cmapflag) + qtab = makeGrayQuantIndexTable(nlevels); + else + qtab = makeGrayQuantTargetTable(16, 4); + + thresholdTo4bppLow(datad, h, wpld, datat, wplt, qtab); + + LEPT_FREE(qtab); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief thresholdTo4bppLow() + * + * Low-level function for thresholding from 8 bpp (datas) to + * 4 bpp (datad), using thresholds implicitly defined through %tab, + * a 256-entry lookup table that gives a 4-bit output value + * for each possible input. + * + * For each line, unroll the loop so that for each 32 bit src word, + * representing four consecutive 8-bit pixels, we compose two bytes + * of output consisiting of four 4-bit pixels. + */ +static void +thresholdTo4bppLow(l_uint32 *datad, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_int32 *tab) +{ +l_uint8 sval1, sval2, sval3, sval4; +l_uint16 dval; +l_int32 i, j, k; +l_uint32 *lines, *lined; + + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < wpls; j++) { + k = 4 * j; + sval1 = GET_DATA_BYTE(lines, k); + sval2 = GET_DATA_BYTE(lines, k + 1); + sval3 = GET_DATA_BYTE(lines, k + 2); + sval4 = GET_DATA_BYTE(lines, k + 3); + dval = (tab[sval1] << 12) | (tab[sval2] << 8) | + (tab[sval3] << 4) | tab[sval4]; + SET_DATA_TWO_BYTES(lined, j, dval); + } + } +} + + +/*----------------------------------------------------------------------* + * Simple (pixelwise) thresholding on 8 bpp with optional colormap * + *----------------------------------------------------------------------*/ +/*! + * \brief pixThresholdOn8bpp() + * + * \param[in] pixs 8 bpp, can have colormap + * \param[in] nlevels equally spaced; must be between 2 and 256 + * \param[in] cmapflag 1 to build colormap; 0 otherwise + * \return pixd 8 bpp, optionally with colormap, or NULL on error + * + * 
+ * Notes:
+ *      (1) Valid values for nlevels is the set {2,...,256}.
+ *      (2) Any colormap on the input pixs is removed to 8 bpp grayscale.
+ *      (3) If cmapflag == 1, a colormap of size 'nlevels' is made,
+ *          and the pixel values in pixs are replaced by their
+ *          appropriate color indices.  Otherwise, the pixel values
+ *          are the actual thresholded (i.e., quantized) grayscale values.
+ *      (4) If you don't want the thresholding to be equally spaced,
+ *          first transform the input 8 bpp src using pixGammaTRC().
+ *
+ */ +PIX * +pixThresholdOn8bpp(PIX *pixs, + l_int32 nlevels, + l_int32 cmapflag) +{ +l_int32 *qtab; /* quantization table */ +l_int32 i, j, w, h, wpld, val, newval; +l_uint32 *datad, *lined; +PIX *pixd; +PIXCMAP *cmap; + + PROCNAME("pixThresholdOn8bpp"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (nlevels < 2 || nlevels > 256) + return (PIX *)ERROR_PTR("nlevels not in [2,...,256]", procName, NULL); + + /* Get a new pixd; if there is a colormap in the src, remove it */ + if (pixGetColormap(pixs)) + pixd = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + else + pixd = pixCopy(NULL, pixs); + + if (cmapflag) { /* hold out (256 - nlevels) cmap entries */ + cmap = pixcmapCreateLinear(8, nlevels); + pixSetColormap(pixd, cmap); + } + + if (cmapflag) + qtab = makeGrayQuantIndexTable(nlevels); + else + qtab = makeGrayQuantTargetTable(nlevels, 8); + + pixGetDimensions(pixd, &w, &h, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(lined, j); + newval = qtab[val]; + SET_DATA_BYTE(lined, j, newval); + } + } + + LEPT_FREE(qtab); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Arbitrary (pixelwise) thresholding from 8 bpp to 2, 4 or 8 bpp * + *----------------------------------------------------------------------*/ +/*! + * \brief pixThresholdGrayArb() + * + * \param[in] pixs 8 bpp grayscale; can have colormap + * \param[in] edgevals string giving edge value of each bin + * \param[in] outdepth 0, 2, 4 or 8 bpp; 0 is default for min depth + * \param[in] use_average 1 if use the average pixel value in colormap + * \param[in] setblack 1 if darkest color is set to black + * \param[in] setwhite 1 if lightest color is set to white + * \return pixd 2, 4 or 8 bpp quantized image with colormap, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) This function allows exact specification of the quantization bins.
+ *          The string %edgevals is a space-separated set of values
+ *          specifying the dividing points between output quantization bins.
+ *          These threshold values are assigned to the bin with higher
+ *          values, so that each of them is the smallest value in their bin.
+ *      (2) The output image (pixd) depth is specified by %outdepth.  The
+ *          number of bins is the number of edgevals + 1.  The
+ *          relation between outdepth and the number of bins is:
+ *               outdepth = 2       nbins <= 4
+ *               outdepth = 4       nbins <= 16
+ *               outdepth = 8       nbins <= 256
+ *          With %outdepth == 0, the minimum required depth for the
+ *          given number of bins is used.
+ *          The output pixd has a colormap.
+ *      (3) The last 3 args determine the specific values that go into
+ *          the colormap.
+ *      (4) For %use_average:
+ *            ~ if TRUE, the average value of pixels falling in the bin is
+ *              chosen as the representative gray value.  Otherwise,
+ *            ~ if FALSE, the central value of each bin is chosen as
+ *              the representative value.
+ *          The colormap holds the representative value.
+ *      (5) For %setblack, if TRUE the darkest color is set to (0,0,0).
+ *      (6) For %setwhite, if TRUE the lightest color is set to (255,255,255).
+ *      (7) An alternative to using this function to quantize to
+ *          unequally-spaced bins is to first transform the 8 bpp pixs
+ *          using pixGammaTRC(), and follow this with pixThresholdTo4bpp().
+ *
+ */ +PIX * +pixThresholdGrayArb(PIX *pixs, + const char *edgevals, + l_int32 outdepth, + l_int32 use_average, + l_int32 setblack, + l_int32 setwhite) +{ +l_int32 *qtab; +l_int32 w, h, d, i, j, n, wplt, wpld, val, newval; +l_uint32 *datat, *datad, *linet, *lined; +NUMA *na; +PIX *pixt, *pixd; +PIXCMAP *cmap; + + PROCNAME("pixThresholdGrayArb"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (!edgevals) + return (PIX *)ERROR_PTR("edgevals not defined", procName, NULL); + if (outdepth != 0 && outdepth != 2 && outdepth != 4 && outdepth != 8) + return (PIX *)ERROR_PTR("invalid outdepth", procName, NULL); + + /* Parse and sort (if required) the bin edge values */ + na = parseStringForNumbers(edgevals, " \t\n,"); + n = numaGetCount(na); + if (n > 255) { + numaDestroy(&na); + return (PIX *)ERROR_PTR("more than 256 levels", procName, NULL); + } + if (outdepth == 0) { + if (n <= 3) + outdepth = 2; + else if (n <= 15) + outdepth = 4; + else + outdepth = 8; + } else if (n + 1 > (1 << outdepth)) { + L_WARNING("outdepth too small; setting to 8 bpp\n", procName); + outdepth = 8; + } + numaSort(na, na, L_SORT_INCREASING); + + /* Make the quantization LUT and the colormap */ + makeGrayQuantTableArb(na, outdepth, &qtab, &cmap); + if (use_average) { /* use the average value in each bin */ + pixcmapDestroy(&cmap); + makeGrayQuantColormapArb(pixs, qtab, outdepth, &cmap); + } + pixcmapSetBlackAndWhite(cmap, setblack, setwhite); + numaDestroy(&na); + + if ((pixd = pixCreate(w, h, outdepth)) == NULL) { + LEPT_FREE(qtab); + pixcmapDestroy(&cmap); + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + } + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + pixSetColormap(pixd, cmap); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* If there is a colormap in the src, remove it */ + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + + if (outdepth == 2) { + thresholdTo2bppLow(datad, h, wpld, datat, wplt, qtab); + } else if (outdepth == 4) { + thresholdTo4bppLow(datad, h, wpld, datat, wplt, qtab); + } else { + for (i = 0; i < h; i++) { + lined = datad + i * wpld; + linet = datat + i * wplt; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(linet, j); + newval = qtab[val]; + SET_DATA_BYTE(lined, j, newval); + } + } + } + + LEPT_FREE(qtab); + pixDestroy(&pixt); + return pixd; +} + + +/*----------------------------------------------------------------------* + * Quantization tables for linear thresholds of grayscale images * + *----------------------------------------------------------------------*/ +/*! + * \brief makeGrayQuantIndexTable() + * + * \param[in] nlevels number of output levels + * \return table maps input gray level to colormap index, + * or NULL on error + * 
+ * Notes:
+ *      (1) 'nlevels' is some number between 2 and 256 (typically 8 or less).
+ *      (2) The table is typically used for quantizing 2, 4 and 8 bpp
+ *          grayscale src pix, and generating a colormapped dest pix.
+ *
+ */ +l_int32 * +makeGrayQuantIndexTable(l_int32 nlevels) +{ +l_int32 *tab; +l_int32 i, j, thresh; + + tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + for (i = 0; i < 256; i++) { + for (j = 0; j < nlevels; j++) { + thresh = 255 * (2 * j + 1) / (2 * nlevels - 2); + if (i <= thresh) { + tab[i] = j; +/* fprintf(stderr, "tab[%d] = %d\n", i, j); */ + break; + } + } + } + return tab; +} + + +/*! + * \brief makeGrayQuantTargetTable() + * + * \param[in] nlevels number of output levels + * \param[in] depth of dest pix, in bpp; 2, 4 or 8 bpp + * \return table maps input gray level to thresholded gray level, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) nlevels is some number between 2 and 2^(depth)
+ *      (2) The table is used in two similar ways:
+ *           ~ for 8 bpp, it quantizes to a given number of target levels
+ *           ~ for 2 and 4 bpp, it thresholds to appropriate target values
+ *             that will use the full dynamic range of the dest pix.
+ *      (3) For depth = 8, the number of thresholds chosen is
+ *          ('nlevels' - 1), and the 'nlevels' values stored in the
+ *          table are at the two at the extreme ends, (0, 255), plus
+ *          plus ('nlevels' - 2) values chosen at equal intervals between.
+ *          For example, for depth = 8 and 'nlevels' = 3, the two
+ *          threshold values are 3f and bf, and the three target pixel
+ *          values are 0, 7f and ff.
+ *      (4) For depth < 8, we ignore nlevels, and always use the maximum
+ *          number of levels, which is 2^(depth).
+ *          If you want nlevels < the maximum number, you should always
+ *          use a colormap.
+ *
+ */ +static l_int32 * +makeGrayQuantTargetTable(l_int32 nlevels, + l_int32 depth) +{ +l_int32 *tab; +l_int32 i, j, thresh, maxval, quantval; + + tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + maxval = (1 << depth) - 1; + if (depth < 8) + nlevels = 1 << depth; + for (i = 0; i < 256; i++) { + for (j = 0; j < nlevels; j++) { + thresh = 255 * (2 * j + 1) / (2 * nlevels - 2); + if (i <= thresh) { + quantval = maxval * j / (nlevels - 1); + tab[i] = quantval; +/* fprintf(stderr, "tab[%d] = %d\n", i, tab[i]); */ + break; + } + } + } + return tab; +} + + +/*----------------------------------------------------------------------* + * Quantization table for arbitrary thresholding of grayscale images * + *----------------------------------------------------------------------*/ +/*! + * \brief makeGrayQuantTableArb() + * + * \param[in] na numa of bin boundaries + * \param[in] outdepth of colormap: 1, 2, 4 or 8 + * \param[out] ptab table mapping input gray level to cmap index + * \param[out] pcmap colormap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The number of bins is the count of %na + 1.
+ *      (2) The bin boundaries in na must be sorted in increasing order.
+ *      (3) The table is an inverse colormap: it maps input gray level
+ *          to colormap index (the bin number).
+ *      (4) The colormap generated here has quantized values at the
+ *          center of each bin.  If you want to use the average gray
+ *          value of pixels within the bin, discard the colormap and
+ *          compute it using makeGrayQuantColormapArb().
+ *      (5) Returns an error if there are not enough levels in the
+ *          output colormap for the number of bins.  The number
+ *          of bins must not exceed 2^outdepth.
+ *
+ */ +l_ok +makeGrayQuantTableArb(NUMA *na, + l_int32 outdepth, + l_int32 **ptab, + PIXCMAP **pcmap) +{ +l_int32 i, j, n, jstart, ave, val; +l_int32 *tab; +PIXCMAP *cmap; + + PROCNAME("makeGrayQuantTableArb"); + + if (!ptab) + return ERROR_INT("&tab not defined", procName, 1); + *ptab = NULL; + if (!pcmap) + return ERROR_INT("&cmap not defined", procName, 1); + *pcmap = NULL; + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + if (n + 1 > (1 << outdepth)) + return ERROR_INT("more bins than cmap levels", procName, 1); + + if ((cmap = pixcmapCreate(outdepth)) == NULL) + return ERROR_INT("cmap not made", procName, 1); + tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + *ptab = tab; + *pcmap = cmap; + + /* First n bins */ + jstart = 0; + for (i = 0; i < n; i++) { + numaGetIValue(na, i, &val); + ave = (jstart + val) / 2; + pixcmapAddColor(cmap, ave, ave, ave); + for (j = jstart; j < val; j++) + tab[j] = i; + jstart = val; + } + + /* Last bin */ + ave = (jstart + 255) / 2; + pixcmapAddColor(cmap, ave, ave, ave); + for (j = jstart; j < 256; j++) + tab[j] = n; + + return 0; +} + + +/*! + * \brief makeGrayQuantColormapArb() + * + * \param[in] pixs 8 bpp + * \param[in] tab table mapping input gray level to cmap index + * \param[in] outdepth of colormap: 1, 2, 4 or 8 + * \param[out] pcmap colormap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The table is a 256-entry inverse colormap: it maps input gray
+ *          level to colormap index (the bin number).  It is computed
+ *          using makeGrayQuantTableArb().
+ *      (2) The colormap generated here has quantized values at the
+ *          average gray value of the pixels that are in each bin.
+ *      (3) Returns an error if there are not enough levels in the
+ *          output colormap for the number of bins.  The number
+ *          of bins must not exceed 2^outdepth.
+ *
+ */ +static l_int32 +makeGrayQuantColormapArb(PIX *pixs, + l_int32 *tab, + l_int32 outdepth, + PIXCMAP **pcmap) +{ +l_int32 i, j, index, w, h, d, nbins, wpl, factor, val; +l_int32 *bincount, *binave, *binstart; +l_uint32 *line, *data; + + PROCNAME("makeGrayQuantColormapArb"); + + if (!pcmap) + return ERROR_INT("&cmap not defined", procName, 1); + *pcmap = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return ERROR_INT("pixs not 8 bpp", procName, 1); + if (!tab) + return ERROR_INT("tab not defined", procName, 1); + nbins = tab[255] + 1; + if (nbins > (1 << outdepth)) + return ERROR_INT("more bins than cmap levels", procName, 1); + + /* Find the count and weighted count for each bin */ + if ((bincount = (l_int32 *)LEPT_CALLOC(nbins, sizeof(l_int32))) == NULL) + return ERROR_INT("calloc fail for bincount", procName, 1); + if ((binave = (l_int32 *)LEPT_CALLOC(nbins, sizeof(l_int32))) == NULL) { + LEPT_FREE(bincount); + return ERROR_INT("calloc fail for binave", procName, 1); + } + factor = (l_int32)(sqrt((l_float64)(w * h) / 30000.) + 0.5); + factor = L_MAX(1, factor); + data = pixGetData(pixs); + wpl = pixGetWpl(pixs); + for (i = 0; i < h; i += factor) { + line = data + i * wpl; + for (j = 0; j < w; j += factor) { + val = GET_DATA_BYTE(line, j); + bincount[tab[val]]++; + binave[tab[val]] += val; + } + } + + /* Find the smallest gray values in each bin */ + binstart = (l_int32 *)LEPT_CALLOC(nbins, sizeof(l_int32)); + for (i = 1, index = 1; i < 256; i++) { + if (tab[i] < index) continue; + if (tab[i] == index) + binstart[index++] = i; + } + + /* Get the averages. If there are no samples in a bin, use + * the center value of the bin. */ + *pcmap = pixcmapCreate(outdepth); + for (i = 0; i < nbins; i++) { + if (bincount[i]) { + val = binave[i] / bincount[i]; + } else { /* no samples in the bin */ + if (i < nbins - 1) + val = (binstart[i] + binstart[i + 1]) / 2; + else /* last bin */ + val = (binstart[i] + 255) / 2; + } + pixcmapAddColor(*pcmap, val, val, val); + } + + LEPT_FREE(bincount); + LEPT_FREE(binave); + LEPT_FREE(binstart); + return 0; +} + + +/*--------------------------------------------------------------------* + * Thresholding from 32 bpp rgb to 1 bpp * + *--------------------------------------------------------------------*/ +/*! + * \brief pixGenerateMaskByBand32() + * + * \param[in] pixs 32 bpp + * \param[in] refval reference rgb value + * \param[in] delm max amount below the ref value for any component + * \param[in] delp max amount above the ref value for any component + * \param[in] fractm fractional amount below ref value for all components + * \param[in] fractp fractional amount above ref value for all components + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) Generates a 1 bpp mask pixd, the same size as pixs, where
+ *          the fg pixels in the mask within a band of rgb values
+ *          surrounding %refval.  The band can be chosen in two ways
+ *          for each component:
+ *          (a) Use (%delm, %delp) to specify how many levels down and up
+ *          (b) Use (%fractm, %fractp) to specify the fractional
+ *              distance toward 0 and 255, respectively.
+ *          Note that %delm and %delp must be in [0 ... 255], whereas
+ *          %fractm and %fractp must be in [0.0 - 1.0].
+ *      (2) Either (%delm, %delp) or (%fractm, %fractp) can be used.
+ *          Set each value in the other pair to 0.
+ *
+ */ +PIX * +pixGenerateMaskByBand32(PIX *pixs, + l_uint32 refval, + l_int32 delm, + l_int32 delp, + l_float32 fractm, + l_float32 fractp) +{ +l_int32 i, j, w, h, d, wpls, wpld; +l_int32 rref, gref, bref, rval, gval, bval; +l_int32 rmin, gmin, bmin, rmax, gmax, bmax; +l_uint32 pixel; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixGenerateMaskByBand32"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return (PIX *)ERROR_PTR("not 32 bpp", procName, NULL); + if (delm < 0 || delp < 0) + return (PIX *)ERROR_PTR("delm and delp must be >= 0", procName, NULL); + if (fractm < 0.0 || fractm > 1.0 || fractp < 0.0 || fractp > 1.0) + return (PIX *)ERROR_PTR("fractm and/or fractp invalid", procName, NULL); + + extractRGBValues(refval, &rref, &gref, &bref); + if (fractm == 0.0 && fractp == 0.0) { + rmin = rref - delm; + gmin = gref - delm; + bmin = bref - delm; + rmax = rref + delm; + gmax = gref + delm; + bmax = bref + delm; + } else if (delm == 0 && delp == 0) { + rmin = (l_int32)((1.0 - fractm) * rref); + gmin = (l_int32)((1.0 - fractm) * gref); + bmin = (l_int32)((1.0 - fractm) * bref); + rmax = rref + (l_int32)(fractp * (255 - rref)); + gmax = gref + (l_int32)(fractp * (255 - gref)); + bmax = bref + (l_int32)(fractp * (255 - bref)); + } else { + L_ERROR("bad input: either (delm, delp) or (fractm, fractp) " + "must be 0\n", procName); + return NULL; + } + + pixd = pixCreate(w, h, 1); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = lines[j]; + rval = (pixel >> L_RED_SHIFT) & 0xff; + if (rval < rmin || rval > rmax) + continue; + gval = (pixel >> L_GREEN_SHIFT) & 0xff; + if (gval < gmin || gval > gmax) + continue; + bval = (pixel >> L_BLUE_SHIFT) & 0xff; + if (bval < bmin || bval > bmax) + continue; + SET_DATA_BIT(lined, j); + } + } + + return pixd; +} + + +/*! + * \brief pixGenerateMaskByDiscr32() + * + * \param[in] pixs 32 bpp + * \param[in] refval1 reference rgb value + * \param[in] refval2 reference rgb value + * \param[in] distflag L_MANHATTAN_DISTANCE, L_EUCLIDEAN_DISTANCE + * \return pixd 1 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) Generates a 1 bpp mask pixd, the same size as pixs, where
+ *          the fg pixels in the mask are those where the pixel in pixs
+ *          is "closer" to refval1 than to refval2.
+ *      (2) "Closer" can be defined in several ways, such as:
+ *            ~ manhattan distance (L1)
+ *            ~ euclidean distance (L2)
+ *            ~ majority vote of the individual components
+ *          Here, we have a choice of L1 or L2.
+ *
+ */ +PIX * +pixGenerateMaskByDiscr32(PIX *pixs, + l_uint32 refval1, + l_uint32 refval2, + l_int32 distflag) +{ +l_int32 i, j, w, h, d, wpls, wpld; +l_int32 rref1, gref1, bref1, rref2, gref2, bref2, rval, gval, bval; +l_uint32 pixel, dist1, dist2; +l_uint32 *datas, *datad, *lines, *lined; +PIX *pixd; + + PROCNAME("pixGenerateMaskByDiscr32"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 32) + return (PIX *)ERROR_PTR("not 32 bpp", procName, NULL); + if (distflag != L_MANHATTAN_DISTANCE && distflag != L_EUCLIDEAN_DISTANCE) + return (PIX *)ERROR_PTR("invalid distflag", procName, NULL); + + extractRGBValues(refval1, &rref1, &gref1, &bref1); + extractRGBValues(refval2, &rref2, &gref2, &bref2); + pixd = pixCreate(w, h, 1); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + pixel = lines[j]; + extractRGBValues(pixel, &rval, &gval, &bval); + if (distflag == L_MANHATTAN_DISTANCE) { + dist1 = L_ABS(rref1 - rval); + dist2 = L_ABS(rref2 - rval); + dist1 += L_ABS(gref1 - gval); + dist2 += L_ABS(gref2 - gval); + dist1 += L_ABS(bref1 - bval); + dist2 += L_ABS(bref2 - bval); + } else { + dist1 = (rref1 - rval) * (rref1 - rval); + dist2 = (rref2 - rval) * (rref2 - rval); + dist1 += (gref1 - gval) * (gref1 - gval); + dist2 += (gref2 - gval) * (gref2 - gval); + dist1 += (bref1 - bval) * (bref1 - bval); + dist2 += (bref2 - bval) * (bref2 - bval); + } + if (dist1 < dist2) + SET_DATA_BIT(lined, j); + } + } + + return pixd; +} + + +/*----------------------------------------------------------------------* + * Histogram-based grayscale quantization * + *----------------------------------------------------------------------*/ +/*! + * \brief pixGrayQuantFromHisto() + * + * \param[in] pixd [optional] quantized pix with cmap; can be null + * \param[in] pixs 8 bpp gray input pix; not cmapped + * \param[in] pixm [optional] mask over pixels in pixs to quantize + * \param[in] minfract minimum fraction of pixels in a set of adjacent + * histo bins that causes the set to be automatically + * set aside as a color in the colormap; must be + * at least 0.01 + * \param[in] maxsize maximum number of adjacent bins allowed to represent + * a color, regardless of the population of pixels + * in the bins; must be at least 2 + * \return pixd 8 bpp, cmapped, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is useful for quantizing images with relatively few
+ *          colors, but which may have both color and gray pixels.
+ *          If there are color pixels, it is assumed that an input
+ *          rgb image has been color quantized first so that:
+ *            ~ pixd has a colormap describing the color pixels
+ *            ~ pixm is a mask over the non-color pixels in pixd
+ *            ~ the colormap in pixd, and the color pixels in pixd,
+ *              have been repacked to go from 0 to n-1 (n colors)
+ *          If there are no color pixels, pixd and pixm are both null,
+ *          and all pixels in pixs are quantized to gray.
+ *      (2) A 256-entry histogram is built of the gray values in pixs.
+ *          If pixm exists, the pixels contributing to the histogram are
+ *          restricted to the fg of pixm.  A colormap and LUT are generated
+ *          from this histogram.  We break up the array into a set
+ *          of intervals, each one constituting a color in the colormap:
+ *          An interval is identified by summing histogram bins until
+ *          either the sum equals or exceeds the %minfract of the total
+ *          number of pixels, or the span itself equals or exceeds %maxsize.
+ *          The color of each bin is always an average of the pixels
+ *          that constitute it.
+ *      (3) Note that we do not specify the number of gray colors in
+ *          the colormap.  Instead, we specify two parameters that
+ *          describe the accuracy of the color assignments; this and
+ *          the actual image determine the number of resulting colors.
+ *      (4) If a mask exists and it is not the same size as pixs, make
+ *          a new mask the same size as pixs, with the original mask
+ *          aligned at the UL corners.  Set all additional pixels
+ *          in the (larger) new mask set to 1, causing those pixels
+ *          in pixd to be set as gray.
+ *      (5) We estimate the total number of colors (color plus gray);
+ *          if it exceeds 255, return null.
+ *
+ */ +PIX * +pixGrayQuantFromHisto(PIX *pixd, + PIX *pixs, + PIX *pixm, + l_float32 minfract, + l_int32 maxsize) +{ +l_int32 w, h, wd, hd, wm, hm, wpls, wplm, wpld; +l_int32 nc, nestim, i, j, vals, vald; +l_int32 *lut; +l_uint32 *datas, *datam, *datad, *lines, *linem, *lined; +NUMA *na; +PIX *pixmr; /* resized mask */ +PIXCMAP *cmap; + + PROCNAME("pixGrayQuantFromHisto"); + + if (!pixs || pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL); + if (minfract < 0.01) { + L_WARNING("minfract < 0.01; setting to 0.05\n", procName); + minfract = 0.05; + } + if (maxsize < 2) { + L_WARNING("maxsize < 2; setting to 10\n", procName); + maxsize = 10; + } + if ((pixd && !pixm) || (!pixd && pixm)) + return (PIX *)ERROR_PTR("(pixd,pixm) not defined together", + procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (pixd) { + if (pixGetDepth(pixm) != 1) + return (PIX *)ERROR_PTR("pixm not 1 bpp", procName, NULL); + if ((cmap = pixGetColormap(pixd)) == NULL) + return (PIX *)ERROR_PTR("pixd not cmapped", procName, NULL); + pixGetDimensions(pixd, &wd, &hd, NULL); + if (w != wd || h != hd) + return (PIX *)ERROR_PTR("pixs, pixd sizes differ", procName, NULL); + nc = pixcmapGetCount(cmap); + nestim = nc + (l_int32)(1.5 * 255 / maxsize); + fprintf(stderr, "nestim = %d\n", nestim); + if (nestim > 255) { + L_ERROR("Estimate %d colors!\n", procName, nestim); + return (PIX *)ERROR_PTR("probably too many colors", procName, NULL); + } + pixGetDimensions(pixm, &wm, &hm, NULL); + if (w != wm || h != hm) { /* resize the mask */ + L_WARNING("mask and dest sizes not equal\n", procName); + pixmr = pixCreateNoInit(w, h, 1); + pixRasterop(pixmr, 0, 0, wm, hm, PIX_SRC, pixm, 0, 0); + pixRasterop(pixmr, wm, 0, w - wm, h, PIX_SET, NULL, 0, 0); + pixRasterop(pixmr, 0, hm, wm, h - hm, PIX_SET, NULL, 0, 0); + } else { + pixmr = pixClone(pixm); + } + } else { + pixd = pixCreateTemplate(pixs); + cmap = pixcmapCreate(8); + pixSetColormap(pixd, cmap); + } + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + + /* Use original mask, if it exists, to select gray pixels */ + na = pixGetGrayHistogramMasked(pixs, pixm, 0, 0, 1); + + /* Fill out the cmap with gray colors, and generate the lut + * for pixel assignment. Issue a warning on failure. */ + if (numaFillCmapFromHisto(na, cmap, minfract, maxsize, &lut)) + L_ERROR("ran out of colors in cmap!\n", procName); + numaDestroy(&na); + + /* Assign the gray pixels to their cmap indices */ + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + if (!pixm) { + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + vals = GET_DATA_BYTE(lines, j); + vald = lut[vals]; + SET_DATA_BYTE(lined, j, vald); + } + } + LEPT_FREE(lut); + return pixd; + } + + datam = pixGetData(pixmr); + wplm = pixGetWpl(pixmr); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + linem = datam + i * wplm; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + if (!GET_DATA_BIT(linem, j)) + continue; + vals = GET_DATA_BYTE(lines, j); + vald = lut[vals]; + SET_DATA_BYTE(lined, j, vald); + } + } + pixDestroy(&pixmr); + LEPT_FREE(lut); + return pixd; +} + + +/*! + * \brief numaFillCmapFromHisto() + * + * \param[in] na histogram of gray values + * \param[in] cmap 8 bpp cmap, possibly initialized with color value + * \param[in] minfract minimum fraction of pixels in a set of adjacent + * histo bins that causes the set to be automatically + * set aside as a color in the colormap; must be + * at least 0.01 + * \param[in] maxsize maximum number of adjacent bins allowed to represent + * a color, regardless of the population of pixels + * in the bins; must be at least 2 + * \param[out] plut lookup table from gray value to colormap index + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This static function must be called from pixGrayQuantFromHisto()
+ *
+ */ +static l_int32 +numaFillCmapFromHisto(NUMA *na, + PIXCMAP *cmap, + l_float32 minfract, + l_int32 maxsize, + l_int32 **plut) +{ +l_int32 mincount, index, sum, wtsum, span, istart, i, val, ret; +l_int32 *iahisto, *lut; +l_float32 total; + + PROCNAME("numaFillCmapFromHisto"); + + if (!plut) + return ERROR_INT("&lut not defined", procName, 1); + *plut = NULL; + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (!cmap) + return ERROR_INT("cmap not defined", procName, 1); + + numaGetSum(na, &total); + mincount = (l_int32)(minfract * total); + iahisto = numaGetIArray(na); + lut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + *plut = lut; + index = pixcmapGetCount(cmap); /* start with number of colors + * already reserved */ + + /* March through, associating colors with sets of adjacent + * gray levels. During the process, the LUT that gives + * the colormap index for each gray level is computed. + * To complete a color, either the total count must equal + * or exceed %mincount, or the current span of colors must + * equal or exceed %maxsize. An empty span is not converted + * into a color; it is simply ignored. When a span is completed for a + * color, the weighted color in the span is added to the colormap. */ + sum = 0; + wtsum = 0; + istart = 0; + ret = 0; + for (i = 0; i < 256; i++) { + lut[i] = index; + sum += iahisto[i]; + wtsum += i * iahisto[i]; + span = i - istart + 1; + if (sum < mincount && span < maxsize) + continue; + + if (sum == 0) { /* empty span; don't save */ + istart = i + 1; + continue; + } + + /* Found new color; sum > 0 */ + val = (l_int32)((l_float32)wtsum / (l_float32)sum + 0.5); + ret = pixcmapAddColor(cmap, val, val, val); + istart = i + 1; + sum = 0; + wtsum = 0; + index++; + } + if (istart < 256 && sum > 0) { /* last one */ + span = 256 - istart; + val = (l_int32)((l_float32)wtsum / (l_float32)sum + 0.5); + ret = pixcmapAddColor(cmap, val, val, val); + } + + LEPT_FREE(iahisto); + return ret; +} + + +/*----------------------------------------------------------------------* + * Color quantize grayscale image using existing colormap * + *----------------------------------------------------------------------*/ +/*! + * \brief pixGrayQuantFromCmap() + * + * \param[in] pixs 8 bpp grayscale without cmap + * \param[in] cmap to quantize to; of dest pix + * \param[in] mindepth minimum depth of pixd: can be 2, 4 or 8 bpp + * \return pixd 2, 4 or 8 bpp, colormapped, or NULL on error + * + * 
+ * Notes:
+ *      (1) In use, pixs is an 8 bpp grayscale image without a colormap.
+ *          If there is an existing colormap, a warning is issued and
+ *          a copy of the input pixs is returned.
+ *
+ */ +PIX * +pixGrayQuantFromCmap(PIX *pixs, + PIXCMAP *cmap, + l_int32 mindepth) +{ +l_int32 i, j, index, w, h, d, depth, wpls, wpld; +l_int32 hascolor, vals, vald; +l_int32 *tab; +l_uint32 *datas, *datad, *lines, *lined; +PIXCMAP *cmapd; +PIX *pixd; + + PROCNAME("pixGrayQuantFromCmap"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetColormap(pixs) != NULL) { + L_WARNING("pixs already has a colormap; returning a copy\n", procName); + return pixCopy(NULL, pixs); + } + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (!cmap) + return (PIX *)ERROR_PTR("cmap not defined", procName, NULL); + if (mindepth != 2 && mindepth != 4 && mindepth != 8) + return (PIX *)ERROR_PTR("invalid mindepth", procName, NULL); + + /* Make sure the colormap is gray */ + pixcmapHasColor(cmap, &hascolor); + if (hascolor) { + L_WARNING("Converting colormap colors to gray\n", procName); + cmapd = pixcmapColorToGray(cmap, 0.3, 0.5, 0.2); + } else { + cmapd = pixcmapCopy(cmap); + } + + /* Make LUT into colormap */ + tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + for (i = 0; i < 256; i++) { + pixcmapGetNearestGrayIndex(cmapd, i, &index); + tab[i] = index; + } + + pixcmapGetMinDepth(cmap, &depth); + depth = L_MAX(depth, mindepth); + pixd = pixCreate(w, h, depth); + pixSetColormap(pixd, cmapd); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datas = pixGetData(pixs); + datad = pixGetData(pixd); + wpls = pixGetWpl(pixs); + wpld = pixGetWpl(pixd); + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + lined = datad + i * wpld; + for (j = 0; j < w; j++) { + vals = GET_DATA_BYTE(lines, j); + vald = tab[vals]; + if (depth == 2) + SET_DATA_DIBIT(lined, j, vald); + else if (depth == 4) + SET_DATA_QBIT(lined, j, vald); + else /* depth == 8 */ + SET_DATA_BYTE(lined, j, vald); + } + } + + LEPT_FREE(tab); + return pixd; +} + + +#if 0 /* Documentation */ +/*--------------------------------------------------------------------* + * Implementation of binarization by dithering using LUTs * + * It is archived here. * + *--------------------------------------------------------------------*/ +/*! + * \brief pixDitherToBinaryLUT() + * + * \param[in] pixs + * \param[in] lowerclip lower clip distance to black; use -1 for default + * \param[in] upperclip upper clip distance to white; use -1 for default + * \return pixd dithered binary, or NULL on error + * + * We don't need two implementations of Floyd-Steinberg dithering, + * and this one with LUTs is a little more complicated than + * pixDitherToBinary(). It uses three lookup tables to generate the + * output pixel value and the excess or deficit carried over to the + * neighboring pixels. It's here for pedagogical reasons only. + */ +PIX * +pixDitherToBinaryLUT(PIX *pixs, + l_int32 lowerclip, + l_int32 upperclip) +{ +l_int32 w, h, d, wplt, wpld; +l_int32 *tabval, *tab38, *tab14; +l_uint32 *datat, *datad; +l_uint32 *bufs1, *bufs2; +PIX *pixt, *pixd; + + PROCNAME("pixDitherToBinaryLUT"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PIX *)ERROR_PTR("must be 8 bpp for dithering", procName, NULL); + if (lowerclip < 0) + lowerclip = DEFAULT_CLIP_LOWER_1; + if (upperclip < 0) + upperclip = DEFAULT_CLIP_UPPER_1; + + if ((pixd = pixCreate(w, h, 1)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixCopyResolution(pixd, pixs); + pixCopyInputFormat(pixd, pixs); + datad = pixGetData(pixd); + wpld = pixGetWpl(pixd); + + /* Remove colormap if it exists */ + pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + datat = pixGetData(pixt); + wplt = pixGetWpl(pixt); + + /* Two line buffers, 1 for current line and 2 for next line */ + bufs1 = (l_uint32 *)LEPT_CALLOC(wplt, sizeof(l_uint32)); + bufs2 = (l_uint32 *)LEPT_CALLOC(wplt, sizeof(l_uint32)); + if (!bufs1 || !bufs2) { + LEPT_FREE(bufs1); + LEPT_FREE(bufs2); + pixDestroy(&pixd); + pixDestroy(&pixt); + return (PIX *)ERROR_PTR("bufs1, bufs2 not both made", procName, NULL); + } + + /* 3 lookup tables: 1-bit value, (3/8)excess, and (1/4)excess */ + make8To1DitherTables(&tabval, &tab38, &tab14, lowerclip, upperclip); + + ditherToBinaryLUTLow(datad, w, h, wpld, datat, wplt, bufs1, bufs2, + tabval, tab38, tab14); + + LEPT_FREE(bufs1); + LEPT_FREE(bufs2); + LEPT_FREE(tabval); + LEPT_FREE(tab38); + LEPT_FREE(tab14); + pixDestroy(&pixt); + return pixd; +} + +/*! + * \brief ditherToBinaryLUTLow() + * + * Low-level function for doing Floyd-Steinberg error diffusion + * dithering from 8 bpp (datas) to 1 bpp (datad). Two source + * line buffers, bufs1 and bufs2, are provided, along with three + * 256-entry lookup tables: tabval gives the output pixel value, + * tab38 gives the extra (plus or minus) transferred to the pixels + * directly to the left and below, and tab14 gives the extra + * transferred to the diagonal below. The choice of 3/8 and 1/4 + * is traditional but arbitrary when you use a lookup table; the + * only constraint is that the sum is 1. See other comments below. + */ +void +ditherToBinaryLUTLow(l_uint32 *datad, + l_int32 w, + l_int32 h, + l_int32 wpld, + l_uint32 *datas, + l_int32 wpls, + l_uint32 *bufs1, + l_uint32 *bufs2, + l_int32 *tabval, + l_int32 *tab38, + l_int32 *tab14) +{ +l_int32 i; +l_uint32 *lined; + + /* do all lines except last line */ + memcpy(bufs2, datas, 4 * wpls); /* prime the buffer */ + for (i = 0; i < h - 1; i++) { + memcpy(bufs1, bufs2, 4 * wpls); + memcpy(bufs2, datas + (i + 1) * wpls, 4 * wpls); + lined = datad + i * wpld; + ditherToBinaryLineLUTLow(lined, w, bufs1, bufs2, + tabval, tab38, tab14, 0); + } + + /* do last line */ + memcpy(bufs1, bufs2, 4 * wpls); + lined = datad + (h - 1) * wpld; + ditherToBinaryLineLUTLow(lined, w, bufs1, bufs2, tabval, tab38, tab14, 1); + return; +} + +/*! + * \brief ditherToBinaryLineLUTLow() + * + * \param[in] lined ptr to beginning of dest line + * \param[in] w width of image in pixels + * \param[in] bufs1 buffer of current source line + * \param[in] bufs2 buffer of next source line + * \param[in] tabval value to assign for current pixel + * \param[in] tab38 excess value to give to neighboring 3/8 pixels + * \param[in] tab14 excess value to give to neighboring 1/4 pixel + * \param[in] lastlineflag 0 if not last dest line, 1 if last dest line + * \return void + */ +void +ditherToBinaryLineLUTLow(l_uint32 *lined, + l_int32 w, + l_uint32 *bufs1, + l_uint32 *bufs2, + l_int32 *tabval, + l_int32 *tab38, + l_int32 *tab14, + l_int32 lastlineflag) +{ +l_int32 j; +l_int32 oval, tab38val, tab14val; +l_uint8 rval, bval, dval; + + if (lastlineflag == 0) { + for (j = 0; j < w - 1; j++) { + oval = GET_DATA_BYTE(bufs1, j); + if (tabval[oval]) + SET_DATA_BIT(lined, j); + rval = GET_DATA_BYTE(bufs1, j + 1); + bval = GET_DATA_BYTE(bufs2, j); + dval = GET_DATA_BYTE(bufs2, j + 1); + tab38val = tab38[oval]; + if (tab38val == 0) + continue; + tab14val = tab14[oval]; + if (tab38val < 0) { + rval = L_MAX(0, rval + tab38val); + bval = L_MAX(0, bval + tab38val); + dval = L_MAX(0, dval + tab14val); + } else { + rval = L_MIN(255, rval + tab38val); + bval = L_MIN(255, bval + tab38val); + dval = L_MIN(255, dval + tab14val); + } + SET_DATA_BYTE(bufs1, j + 1, rval); + SET_DATA_BYTE(bufs2, j, bval); + SET_DATA_BYTE(bufs2, j + 1, dval); + } + + /* do last column: j = w - 1 */ + oval = GET_DATA_BYTE(bufs1, j); + if (tabval[oval]) + SET_DATA_BIT(lined, j); + bval = GET_DATA_BYTE(bufs2, j); + tab38val = tab38[oval]; + if (tab38val < 0) { + bval = L_MAX(0, bval + tab38val); + SET_DATA_BYTE(bufs2, j, bval); + } else if (tab38val > 0 ) { + bval = L_MIN(255, bval + tab38val); + SET_DATA_BYTE(bufs2, j, bval); + } + } else { /* lastlineflag == 1 */ + for (j = 0; j < w - 1; j++) { + oval = GET_DATA_BYTE(bufs1, j); + if (tabval[oval]) + SET_DATA_BIT(lined, j); + rval = GET_DATA_BYTE(bufs1, j + 1); + tab38val = tab38[oval]; + if (tab38val == 0) + continue; + if (tab38val < 0) + rval = L_MAX(0, rval + tab38val); + else + rval = L_MIN(255, rval + tab38val); + SET_DATA_BYTE(bufs1, j + 1, rval); + } + + /* do last pixel: (i, j) = (h - 1, w - 1) */ + oval = GET_DATA_BYTE(bufs1, j); + if (tabval[oval]) + SET_DATA_BIT(lined, j); + } + + return; +} + +/*! + * \brief make8To1DitherTables() + * + * \param[out] ptabval value assigned to output pixel; 0 or 1 + * \param[out] ptab38 amount propagated to pixels left and below + * \param[out] ptab14 amount propagated to pixel to left and down + * \param[in] lowerclip values near 0 where the excess is not propagated + * \param[in] upperclip values near 255 where the deficit is not propagated + * + * \return 0 if OK, 1 on error + */ +l_ok +make8To1DitherTables(l_int32 **ptabval, + l_int32 **ptab38, + l_int32 **ptab14, + l_int32 lowerclip, + l_int32 upperclip) +{ +l_int32 i; +l_int32 *tabval, *tab38, *tab14; + + PROCNAME("make8To1DitherTables"); + + if (ptabval) *ptabval = NULL; + if (ptab38) *ptab38 = NULL; + if (ptab14) *ptab14 = NULL; + if (!ptabval || !ptab38 || !ptab14) + return ERROR_INT("table ptrs not all defined", procName, 1); + + /* 3 lookup tables: 1-bit value, (3/8)excess, and (1/4)excess */ + tabval = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + tab38 = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + tab14 = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32)); + if (!tabval || !tab38 || !tab14) + return ERROR_INT("calloc failure to make small table", procName, 1); + *ptabval = tabval; + *ptab38 = tab38; + *ptab14 = tab14; + + for (i = 0; i < 256; i++) { + if (i <= lowerclip) { + tabval[i] = 1; + tab38[i] = 0; + tab14[i] = 0; + } else if (i < 128) { + tabval[i] = 1; + tab38[i] = (3 * i + 4) / 8; + tab14[i] = (i + 2) / 4; + } else if (i < 255 - upperclip) { + tabval[i] = 0; + tab38[i] = (3 * (i - 255) + 4) / 8; + tab14[i] = ((i - 255) + 2) / 4; + } else { /* i >= 255 - upperclip */ + tabval[i] = 0; + tab38[i] = 0; + tab14[i] = 0; + } + } + + return 0; +} +#endif /* Documentation */ diff --git a/3rdparty/hgOCR/leptonica/heap.c b/3rdparty/hgOCR/leptonica/heap.c new file mode 100644 index 00000000..e089a96c --- /dev/null +++ b/3rdparty/hgOCR/leptonica/heap.c @@ -0,0 +1,545 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file heap.c + * 
+ *
+ *      Create/Destroy L_Heap
+ *          L_HEAP         *lheapCreate()
+ *          void           *lheapDestroy()
+ *
+ *      Operations to add/remove to/from the heap
+ *          l_int32         lheapAdd()
+ *          static l_int32  lheapExtendArray()
+ *          void           *lheapRemove()
+ *
+ *      Heap operations
+ *          l_int32         lheapSwapUp()
+ *          l_int32         lheapSwapDown()
+ *          l_int32         lheapSort()
+ *          l_int32         lheapSortStrictOrder()
+ *
+ *      Accessors
+ *          l_int32         lheapGetCount()
+ *
+ *      Debug output
+ *          l_int32         lheapPrint()
+ *
+ *    The L_Heap is useful to implement a priority queue, that is sorted
+ *    on a key in each element of the heap.  The heap is an array
+ *    of nearly arbitrary structs, with a l_float32 the first field.
+ *    This field is the key on which the heap is sorted.
+ *
+ *    Internally, we keep track of the heap size, n.  The item at the
+ *    root of the heap is at the head of the array.  Items are removed
+ *    from the head of the array and added to the end of the array.
+ *    When an item is removed from the head, the item at the end
+ *    of the array is moved to the head.  When items are either
+ *    added or removed, it is usually necessary to swap array items
+ *    to restore the heap order.  It is guaranteed that the number
+ *    of swaps does not exceed log(n).
+ *
+ *    --------------------------  N.B.  ------------------------------
+ *    The items on the heap (or, equivalently, in the array) are cast
+ *    to void*.  Their key is a l_float32, and it is REQUIRED that the
+ *    key be the first field in the struct.  That allows us to get the
+ *    key by simply dereferencing the struct.  Alternatively, we could
+ *    choose (but don't) to pass an application-specific comparison
+ *    function into the heap operation functions.
+ *    --------------------------  N.B.  ------------------------------
+ *
+ */ + +#include +#include "allheaders.h" + + /* Bounds on initial array size */ +static const l_uint32 MaxPtrArraySize = 100000; +static const l_int32 InitialPtrArraySize = 20; /*!< n'importe quoi */ + +#define SWAP_ITEMS(i, j) { void *tempitem = lh->array[(i)]; \ + lh->array[(i)] = lh->array[(j)]; \ + lh->array[(j)] = tempitem; } + + /* Static function */ +static l_int32 lheapExtendArray(L_HEAP *lh); + + +/*--------------------------------------------------------------------------* + * L_Heap create/destroy * + *--------------------------------------------------------------------------*/ +/*! + * \brief lheapCreate() + * + * \param[in] n size of ptr array to be alloc'd; use 0 for default + * \param[in] direction L_SORT_INCREASING, L_SORT_DECREASING + * \return lheap, or NULL on error + */ +L_HEAP * +lheapCreate(l_int32 n, + l_int32 direction) +{ +L_HEAP *lh; + + PROCNAME("lheapCreate"); + + if (n < InitialPtrArraySize || n > MaxPtrArraySize) + n = InitialPtrArraySize; + + /* Allocate ptr array and initialize counters. */ + lh = (L_HEAP *)LEPT_CALLOC(1, sizeof(L_HEAP)); + if ((lh->array = (void **)LEPT_CALLOC(n, sizeof(void *))) == NULL) { + lheapDestroy(&lh, FALSE); + return (L_HEAP *)ERROR_PTR("ptr array not made", procName, NULL); + } + lh->nalloc = n; + lh->n = 0; + lh->direction = direction; + return lh; +} + + +/*! + * \brief lheapDestroy() + * + * \param[in,out] plh will be set to null before returning + * \param[in] freeflag TRUE to free each remaining struct in the array + * \return void + * + * 
+ * Notes:
+ *      (1) Use %freeflag == TRUE when the items in the array can be
+ *          simply destroyed using free.  If those items require their
+ *          own destroy function, they must be destroyed before
+ *          calling this function, and then this function is called
+ *          with %freeflag == FALSE.
+ *      (2) To destroy the lheap, we destroy the ptr array, then
+ *          the lheap, and then null the contents of the input ptr.
+ *
+ */ +void +lheapDestroy(L_HEAP **plh, + l_int32 freeflag) +{ +l_int32 i; +L_HEAP *lh; + + PROCNAME("lheapDestroy"); + + if (plh == NULL) { + L_WARNING("ptr address is NULL\n", procName); + return; + } + if ((lh = *plh) == NULL) + return; + + if (freeflag) { /* free each struct in the array */ + for (i = 0; i < lh->n; i++) + LEPT_FREE(lh->array[i]); + } else if (lh->n > 0) { /* freeflag == FALSE but elements exist on array */ + L_WARNING("memory leak of %d items in lheap!\n", procName, lh->n); + } + + if (lh->array) + LEPT_FREE(lh->array); + LEPT_FREE(lh); + *plh = NULL; + + return; +} + +/*--------------------------------------------------------------------------* + * Accessors * + *--------------------------------------------------------------------------*/ +/*! + * \brief lheapAdd() + * + * \param[in] lh heap + * \param[in] item to be added to the tail of the heap + * \return 0 if OK, 1 on error + */ +l_ok +lheapAdd(L_HEAP *lh, + void *item) +{ + PROCNAME("lheapAdd"); + + if (!lh) + return ERROR_INT("lh not defined", procName, 1); + if (!item) + return ERROR_INT("item not defined", procName, 1); + + /* If necessary, expand the allocated array by a factor of 2 */ + if (lh->n >= lh->nalloc) + lheapExtendArray(lh); + + /* Add the item */ + lh->array[lh->n] = item; + lh->n++; + + /* Restore the heap */ + lheapSwapUp(lh, lh->n - 1); + return 0; +} + + +/*! + * \brief lheapExtendArray() + * + * \param[in] lh heap + * \return 0 if OK, 1 on error + */ +static l_int32 +lheapExtendArray(L_HEAP *lh) +{ + PROCNAME("lheapExtendArray"); + + if (!lh) + return ERROR_INT("lh not defined", procName, 1); + + if ((lh->array = (void **)reallocNew((void **)&lh->array, + sizeof(void *) * lh->nalloc, + 2 * sizeof(void *) * lh->nalloc)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + lh->nalloc = 2 * lh->nalloc; + return 0; +} + + +/*! + * \brief lheapRemove() + * + * \param[in] lh heap + * \return ptr to item popped from the root of the heap, + * or NULL if the heap is empty or on error + */ +void * +lheapRemove(L_HEAP *lh) +{ +void *item; + + PROCNAME("lheapRemove"); + + if (!lh) + return (void *)ERROR_PTR("lh not defined", procName, NULL); + + if (lh->n == 0) + return NULL; + + item = lh->array[0]; + lh->array[0] = lh->array[lh->n - 1]; /* move last to the head */ + lh->array[lh->n - 1] = NULL; /* set ptr to null */ + lh->n--; + + lheapSwapDown(lh); /* restore the heap */ + return item; +} + + +/*! + * \brief lheapGetCount() + * + * \param[in] lh heap + * \return count, or 0 on error + */ +l_int32 +lheapGetCount(L_HEAP *lh) +{ + PROCNAME("lheapGetCount"); + + if (!lh) + return ERROR_INT("lh not defined", procName, 0); + + return lh->n; +} + + + +/*--------------------------------------------------------------------------* + * Heap operations * + *--------------------------------------------------------------------------*/ +/*! + * \brief lheapSwapUp() + * + * \param[in] lh heap + * \param[in] index of array corresponding to node to be swapped up + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is called after a new item is put on the heap, at the
+ *          bottom of a complete tree.
+ *      (2) To regain the heap order, we let it bubble up,
+ *          iteratively swapping with its parent, until it either
+ *          reaches the root of the heap or it finds a parent that
+ *          is in the correct position already vis-a-vis the child.
+ *
+ */ +l_ok +lheapSwapUp(L_HEAP *lh, + l_int32 index) +{ +l_int32 ip; /* index to heap for parent; 1 larger than array index */ +l_int32 ic; /* index into heap for child */ +l_float32 valp, valc; + + PROCNAME("lheapSwapUp"); + + if (!lh) + return ERROR_INT("lh not defined", procName, 1); + if (index < 0 || index >= lh->n) + return ERROR_INT("invalid index", procName, 1); + + ic = index + 1; /* index into heap: add 1 to array index */ + if (lh->direction == L_SORT_INCREASING) { + while (1) { + if (ic == 1) /* root of heap */ + break; + ip = ic / 2; + valc = *(l_float32 *)(lh->array[ic - 1]); + valp = *(l_float32 *)(lh->array[ip - 1]); + if (valp <= valc) + break; + SWAP_ITEMS(ip - 1, ic - 1); + ic = ip; + } + } else { /* lh->direction == L_SORT_DECREASING */ + while (1) { + if (ic == 1) /* root of heap */ + break; + ip = ic / 2; + valc = *(l_float32 *)(lh->array[ic - 1]); + valp = *(l_float32 *)(lh->array[ip - 1]); + if (valp >= valc) + break; + SWAP_ITEMS(ip - 1, ic - 1); + ic = ip; + } + } + return 0; +} + + +/*! + * \brief lheapSwapDown() + * + * \param[in] lh heap + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is called after an item has been popped off the
+ *          root of the heap, and the last item in the heap has
+ *          been placed at the root.
+ *      (2) To regain the heap order, we let it bubble down,
+ *          iteratively swapping with one of its children.  For a
+ *          decreasing sort, it swaps with the largest child; for
+ *          an increasing sort, the smallest.  This continues until
+ *          it either reaches the lowest level in the heap, or the
+ *          parent finds that neither child should swap with it
+ *          (e.g., for a decreasing heap, the parent is larger
+ *          than or equal to both children).
+ *
+ */ +l_ok +lheapSwapDown(L_HEAP *lh) +{ +l_int32 ip; /* index to heap for parent; 1 larger than array index */ +l_int32 icr, icl; /* index into heap for left/right children */ +l_float32 valp, valcl, valcr; + + PROCNAME("lheapSwapDown"); + + if (!lh) + return ERROR_INT("lh not defined", procName, 1); + if (lheapGetCount(lh) < 1) + return 0; + + ip = 1; /* index into top of heap: corresponds to array[0] */ + if (lh->direction == L_SORT_INCREASING) { + while (1) { + icl = 2 * ip; + if (icl > lh->n) + break; + valp = *(l_float32 *)(lh->array[ip - 1]); + valcl = *(l_float32 *)(lh->array[icl - 1]); + icr = icl + 1; + if (icr > lh->n) { /* only a left child; no iters below */ + if (valp > valcl) + SWAP_ITEMS(ip - 1, icl - 1); + break; + } else { /* both children exist; swap with the smallest if bigger */ + valcr = *(l_float32 *)(lh->array[icr - 1]); + if (valp <= valcl && valp <= valcr) /* smaller than both */ + break; + if (valcl <= valcr) { /* left smaller; swap */ + SWAP_ITEMS(ip - 1, icl - 1); + ip = icl; + } else { /* right smaller; swap */ + SWAP_ITEMS(ip - 1, icr - 1); + ip = icr; + } + } + } + } else { /* lh->direction == L_SORT_DECREASING */ + while (1) { + icl = 2 * ip; + if (icl > lh->n) + break; + valp = *(l_float32 *)(lh->array[ip - 1]); + valcl = *(l_float32 *)(lh->array[icl - 1]); + icr = icl + 1; + if (icr > lh->n) { /* only a left child; no iters below */ + if (valp < valcl) + SWAP_ITEMS(ip - 1, icl - 1); + break; + } else { /* both children exist; swap with the biggest if smaller */ + valcr = *(l_float32 *)(lh->array[icr - 1]); + if (valp >= valcl && valp >= valcr) /* bigger than both */ + break; + if (valcl >= valcr) { /* left bigger; swap */ + SWAP_ITEMS(ip - 1, icl - 1); + ip = icl; + } else { /* right bigger; swap */ + SWAP_ITEMS(ip - 1, icr - 1); + ip = icr; + } + } + } + } + + return 0; +} + + +/*! + * \brief lheapSort() + * + * \param[in] lh heap, with internal array + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This sorts an array into heap order.  If the heap is already
+ *          in heap order for the direction given, this has no effect.
+ *
+ */ +l_ok +lheapSort(L_HEAP *lh) +{ +l_int32 i; + + PROCNAME("lheapSort"); + + if (!lh) + return ERROR_INT("lh not defined", procName, 1); + + for (i = 0; i < lh->n; i++) + lheapSwapUp(lh, i); + + return 0; +} + + +/*! + * \brief lheapSortStrictOrder() + * + * \param[in] lh heap, with internal array + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This sorts a heap into strict order.
+ *      (2) For each element, starting at the end of the array and
+ *          working forward, the element is swapped with the head
+ *          element and then allowed to swap down onto a heap of
+ *          size reduced by one.  The result is that the heap is
+ *          reversed but in strict order.  The array elements are
+ *          then reversed to put it in the original order.
+ *
+ */ +l_ok +lheapSortStrictOrder(L_HEAP *lh) +{ +l_int32 i, index, size; + + PROCNAME("lheapSortStrictOrder"); + + if (!lh) + return ERROR_INT("lh not defined", procName, 1); + + /* Start from a sorted heap */ + lheapSort(lh); + + size = lh->n; /* save the actual size */ + for (i = 0; i < size; i++) { + index = size - i; + SWAP_ITEMS(0, index - 1); + lh->n--; /* reduce the apparent heap size by 1 */ + lheapSwapDown(lh); + } + lh->n = size; /* restore the size */ + + for (i = 0; i < size / 2; i++) /* reverse */ + SWAP_ITEMS(i, size - i - 1); + + return 0; +} + + + +/*---------------------------------------------------------------------* + * Debug output * + *---------------------------------------------------------------------*/ +/*! + * \brief lheapPrint() + * + * \param[in] fp file stream + * \param[in] lh heap + * \return 0 if OK; 1 on error + */ +l_ok +lheapPrint(FILE *fp, + L_HEAP *lh) +{ +l_int32 i; + + PROCNAME("lheapPrint"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!lh) + return ERROR_INT("lh not defined", procName, 1); + + fprintf(fp, "\n L_Heap: nalloc = %d, n = %d, array = %p\n", + lh->nalloc, lh->n, lh->array); + for (i = 0; i < lh->n; i++) + fprintf(fp, "keyval[%d] = %f\n", i, *(l_float32 *)lh->array[i]); + + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/heap.h b/3rdparty/hgOCR/leptonica/heap.h new file mode 100644 index 00000000..d39b06b9 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/heap.h @@ -0,0 +1,87 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_HEAP_H +#define LEPTONICA_HEAP_H + +/*! + * \file heap.h + * + * 
+ *      Expandable priority queue configured as a heap for arbitrary void* data
+ *
+ *      The L_Heap is used to implement a priority queue.  The elements
+ *      in the heap are ordered in either increasing or decreasing key value.
+ *      The key is a float field 'keyval' that is required to be
+ *      contained in the elements of the queue.
+ *
+ *      The heap is a simple binary tree with the following constraints:
+ *         - the key of each node is >= the keys of the two children
+ *         - the tree is complete, meaning that each level (1, 2, 4, ...)
+ *           is filled and the last level is filled from left to right
+ *
+ *      The tree structure is implicit in the queue array, with the
+ *      array elements numbered as a breadth-first search of the tree
+ *      from left to right.  It is thus guaranteed that the largest
+ *      (or smallest) key belongs to the first element in the array.
+ *
+ *      Heap sort is used to sort the array.  Once an array has been
+ *      sorted as a heap, it is convenient to use it as a priority queue,
+ *      because the min (or max) elements are always at the root of
+ *      the tree (element 0), and once removed, the heap can be
+ *      resorted in not more than log[n] steps, where n is the number
+ *      of elements on the heap.  Likewise, if an arbitrary element is
+ *      added to the end of the array A, the sorted heap can be restored
+ *      in not more than log[n] steps.
+ *
+ *      A L_Heap differs from a L_Queue in that the elements in the former
+ *      are sorted by a key.  Internally, the array is maintained
+ *      as a queue, with a pointer to the end of the array.  The
+ *      head of the array always remains at array[0].  The array is
+ *      maintained (sorted) as a heap.  When an item is removed from
+ *      the head, the last item takes its place (thus reducing the
+ *      array length by 1), and this is followed by array element
+ *      swaps to restore the heap property.   When an item is added,
+ *      it goes at the end of the array, and is swapped up to restore
+ *      the heap.  If the ptr array is full, adding another item causes
+ *      the ptr array size to double.
+ *
+ *      For further implementation details, see heap.c.
+ *
+ */ + +/*! Heap of arbitrary void* data */ +struct L_Heap +{ + l_int32 nalloc; /*!< size of allocated ptr array */ + l_int32 n; /*!< number of elements stored in the heap */ + void **array; /*!< ptr array */ + l_int32 direction; /*!< L_SORT_INCREASING or L_SORT_DECREASING */ +}; +typedef struct L_Heap L_HEAP; + + +#endif /* LEPTONICA_HEAP_H */ diff --git a/3rdparty/hgOCR/leptonica/imageio.h b/3rdparty/hgOCR/leptonica/imageio.h new file mode 100644 index 00000000..b79d4533 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/imageio.h @@ -0,0 +1,238 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file imageio.h + * + * 
+ *  General features of image I/O in leptonica
+ *
+ *  At present, there are 9 file formats for images that can be read
+ *  and written:
+ *      png (requires libpng, libz)
+ *      jpeg (requires libjpeg)
+ *      tiff (requires libtiff, libz)
+ *      gif (requires libgif)
+ *      webp (requires libwebp)
+ *      jp2 (requires libopenjp2)
+ *      bmp (no library required)
+ *      pnm (no library required)
+ *      spix (no library required)
+ *  Additionally, there are two file formats for writing (only) images:
+ *      PostScript (requires libpng, libz, libjpeg, libtiff)
+ *      pdf (requires libpng, libz, libjpeg, libtiff)
+ *
+ *  For all 9 read/write formats, leptonica provides interconversion
+ *  between pix (with raster data) and formatted image data:
+ *      Conversion from pix (typically compression):
+ *          pixWrite():        pix --> file
+ *          pixWriteStream():  pix --> filestream (aka FILE*)
+ *          pixWriteMem():     pix --> memory buffer
+ *      Conversion to pix (typically decompression):
+ *          pixRead():         file --> pix
+ *          pixReadStream():   filestream --> pix
+ *          pixReadMem():      memory buffer --> pix
+ *
+ *  Conversions for which the image data is not compressed are:
+ *     * uncompressed tiff   (IFF_TIFF)
+ *     * bmp
+ *     * pnm
+ *     * spix (fast serialization that copies the pix raster data)
+ *
+ *  The image header (metadata) information can be read from either
+ *  the compressed file or a memory buffer, for all 9 formats.
+ *
+ */ + +#ifndef LEPTONICA_IMAGEIO_H +#define LEPTONICA_IMAGEIO_H + +/* --------------------------------------------------------------- * + * Image file format types * + * --------------------------------------------------------------- */ +/* + * The IFF_DEFAULT flag is used to write the file out in the + * same (input) file format that the pix was read from. If the pix + * was not read from file, the input format field will be + * IFF_UNKNOWN and the output file format will be chosen to + * be compressed and lossless; namely, IFF_TIFF_G4 for d = 1 + * and IFF_PNG for everything else. + * + * In the future, new format types that have defined extensions + * will be added before IFF_DEFAULT, and will be kept in sync with + * the file format extensions in writefile.c. The positions of + * file formats before IFF_DEFAULT will remain invariant. + */ + +/*! Image Formats */ +enum { + IFF_UNKNOWN = 0, + IFF_BMP = 1, + IFF_JFIF_JPEG = 2, + IFF_PNG = 3, + IFF_TIFF = 4, + IFF_TIFF_PACKBITS = 5, + IFF_TIFF_RLE = 6, + IFF_TIFF_G3 = 7, + IFF_TIFF_G4 = 8, + IFF_TIFF_LZW = 9, + IFF_TIFF_ZIP = 10, + IFF_PNM = 11, + IFF_PS = 12, + IFF_GIF = 13, + IFF_JP2 = 14, + IFF_WEBP = 15, + IFF_LPDF = 16, + IFF_TIFF_JPEG = 17, + IFF_DEFAULT = 18, + IFF_SPIX = 19 +}; + + +/* --------------------------------------------------------------- * + * Format header ids * + * --------------------------------------------------------------- */ + +/*! Header Ids */ +enum { + BMP_ID = 0x4d42, /*!< BM - for bitmaps */ + TIFF_BIGEND_ID = 0x4d4d, /*!< MM - for 'motorola' */ + TIFF_LITTLEEND_ID = 0x4949 /*!< II - for 'intel' */ +}; + + +/* --------------------------------------------------------------- * + * Hinting bit flags in jpeg reader * + * --------------------------------------------------------------- */ + +/*! Jpeg Hints */ +enum { + L_JPEG_READ_LUMINANCE = 1, /*!< only want luminance data; no chroma */ + L_JPEG_FAIL_ON_BAD_DATA = 2 /*!< don't return possibly damaged pix */ +}; + + +/* --------------------------------------------------------------- * + * Pdf formatted encoding types * + * --------------------------------------------------------------- */ + +/*! Pdf Encoding */ +enum { + L_DEFAULT_ENCODE = 0, /*!< use default encoding based on image */ + L_JPEG_ENCODE = 1, /*!< use dct encoding: 8 and 32 bpp, no cmap */ + L_G4_ENCODE = 2, /*!< use ccitt g4 fax encoding: 1 bpp */ + L_FLATE_ENCODE = 3, /*!< use flate encoding: any depth, cmap ok */ + L_JP2K_ENCODE = 4 /*!< use jp2k encoding: 8 and 32 bpp, no cmap */ +}; + + +/* --------------------------------------------------------------- * + * Compressed image data * + * --------------------------------------------------------------- */ +/* + * In use, either datacomp or data85 will be produced, depending + * on whether the data needs to be ascii85 encoded. PostScript + * requires ascii85 encoding; pdf does not. + * + * For the colormap (flate compression only), PostScript uses ascii85 + * encoding and pdf uses a bracketed array of space-separated + * hex-encoded rgb triples. Only tiff g4 (type == L_G4_ENCODE) uses + * the minisblack field. + */ + +/*! Compressed image data */ +struct L_Compressed_Data +{ + l_int32 type; /*!< encoding type: L_JPEG_ENCODE, etc */ + l_uint8 *datacomp; /*!< gzipped raster data */ + size_t nbytescomp; /*!< number of compressed bytes */ + char *data85; /*!< ascii85-encoded gzipped raster data */ + size_t nbytes85; /*!< number of ascii85 encoded bytes */ + char *cmapdata85; /*!< ascii85-encoded uncompressed cmap */ + char *cmapdatahex; /*!< hex pdf array for the cmap */ + l_int32 ncolors; /*!< number of colors in cmap */ + l_int32 w; /*!< image width */ + l_int32 h; /*!< image height */ + l_int32 bps; /*!< bits/sample; typ. 1, 2, 4 or 8 */ + l_int32 spp; /*!< samples/pixel; typ. 1 or 3 */ + l_int32 minisblack; /*!< tiff g4 photometry */ + l_int32 predictor; /*!< flate data has PNG predictors */ + size_t nbytes; /*!< number of uncompressed raster bytes */ + l_int32 res; /*!< resolution (ppi) */ +}; +typedef struct L_Compressed_Data L_COMP_DATA; + + +/* ------------------------------------------------------------------------- * + * Pdf multi image flags * + * ------------------------------------------------------------------------- */ + +/*! Pdf MultiImage */ +enum { + L_FIRST_IMAGE = 1, /*!< first image to be used */ + L_NEXT_IMAGE = 2, /*!< intermediate image; not first or last */ + L_LAST_IMAGE = 3 /*!< last image to be used */ +}; + + +/* ------------------------------------------------------------------------- * + * Intermediate pdf generation data * + * ------------------------------------------------------------------------- */ +/* + * This accumulates data for generating a pdf of a single page consisting + * of an arbitrary number of images. + * + * None of the strings have a trailing newline. + */ + +/*! Intermediate pdf generation data */ +struct L_Pdf_Data +{ + char *title; /*!< optional title for pdf */ + l_int32 n; /*!< number of images */ + l_int32 ncmap; /*!< number of colormaps */ + struct L_Ptra *cida; /*!< array of compressed image data */ + char *id; /*!< %PDF-1.2 id string */ + char *obj1; /*!< catalog string */ + char *obj2; /*!< metadata string */ + char *obj3; /*!< pages string */ + char *obj4; /*!< page string (variable data) */ + char *obj5; /*!< content string (variable data) */ + char *poststream; /*!< post-binary-stream string */ + char *trailer; /*!< trailer string (variable data) */ + struct Pta *xy; /*!< store (xpt, ypt) array */ + struct Pta *wh; /*!< store (wpt, hpt) array */ + struct Box *mediabox; /*!< bounding region for all images */ + struct Sarray *saprex; /*!< pre-binary-stream xobject strings */ + struct Sarray *sacmap; /*!< colormap pdf object strings */ + struct L_Dna *objsize; /*!< sizes of each pdf string object */ + struct L_Dna *objloc; /*!< location of each pdf string object */ + l_int32 xrefloc; /*!< location of xref */ +}; +typedef struct L_Pdf_Data L_PDF_DATA; + + +#endif /* LEPTONICA_IMAGEIO_H */ diff --git a/3rdparty/hgOCR/leptonica/include/crc32.h b/3rdparty/hgOCR/leptonica/include/crc32.h new file mode 100644 index 00000000..9e0c7781 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/crc32.h @@ -0,0 +1,441 @@ +/* crc32.h -- tables for rapid CRC calculation + * Generated automatically by crc32.c + */ + +local const z_crc_t FAR crc_table[TBLS][256] = +{ + { + 0x00000000UL, 0x77073096UL, 0xee0e612cUL, 0x990951baUL, 0x076dc419UL, + 0x706af48fUL, 0xe963a535UL, 0x9e6495a3UL, 0x0edb8832UL, 0x79dcb8a4UL, + 0xe0d5e91eUL, 0x97d2d988UL, 0x09b64c2bUL, 0x7eb17cbdUL, 0xe7b82d07UL, + 0x90bf1d91UL, 0x1db71064UL, 0x6ab020f2UL, 0xf3b97148UL, 0x84be41deUL, + 0x1adad47dUL, 0x6ddde4ebUL, 0xf4d4b551UL, 0x83d385c7UL, 0x136c9856UL, + 0x646ba8c0UL, 0xfd62f97aUL, 0x8a65c9ecUL, 0x14015c4fUL, 0x63066cd9UL, + 0xfa0f3d63UL, 0x8d080df5UL, 0x3b6e20c8UL, 0x4c69105eUL, 0xd56041e4UL, + 0xa2677172UL, 0x3c03e4d1UL, 0x4b04d447UL, 0xd20d85fdUL, 0xa50ab56bUL, + 0x35b5a8faUL, 0x42b2986cUL, 0xdbbbc9d6UL, 0xacbcf940UL, 0x32d86ce3UL, + 0x45df5c75UL, 0xdcd60dcfUL, 0xabd13d59UL, 0x26d930acUL, 0x51de003aUL, + 0xc8d75180UL, 0xbfd06116UL, 0x21b4f4b5UL, 0x56b3c423UL, 0xcfba9599UL, + 0xb8bda50fUL, 0x2802b89eUL, 0x5f058808UL, 0xc60cd9b2UL, 0xb10be924UL, + 0x2f6f7c87UL, 0x58684c11UL, 0xc1611dabUL, 0xb6662d3dUL, 0x76dc4190UL, + 0x01db7106UL, 0x98d220bcUL, 0xefd5102aUL, 0x71b18589UL, 0x06b6b51fUL, + 0x9fbfe4a5UL, 0xe8b8d433UL, 0x7807c9a2UL, 0x0f00f934UL, 0x9609a88eUL, + 0xe10e9818UL, 0x7f6a0dbbUL, 0x086d3d2dUL, 0x91646c97UL, 0xe6635c01UL, + 0x6b6b51f4UL, 0x1c6c6162UL, 0x856530d8UL, 0xf262004eUL, 0x6c0695edUL, + 0x1b01a57bUL, 0x8208f4c1UL, 0xf50fc457UL, 0x65b0d9c6UL, 0x12b7e950UL, + 0x8bbeb8eaUL, 0xfcb9887cUL, 0x62dd1ddfUL, 0x15da2d49UL, 0x8cd37cf3UL, + 0xfbd44c65UL, 0x4db26158UL, 0x3ab551ceUL, 0xa3bc0074UL, 0xd4bb30e2UL, + 0x4adfa541UL, 0x3dd895d7UL, 0xa4d1c46dUL, 0xd3d6f4fbUL, 0x4369e96aUL, + 0x346ed9fcUL, 0xad678846UL, 0xda60b8d0UL, 0x44042d73UL, 0x33031de5UL, + 0xaa0a4c5fUL, 0xdd0d7cc9UL, 0x5005713cUL, 0x270241aaUL, 0xbe0b1010UL, + 0xc90c2086UL, 0x5768b525UL, 0x206f85b3UL, 0xb966d409UL, 0xce61e49fUL, + 0x5edef90eUL, 0x29d9c998UL, 0xb0d09822UL, 0xc7d7a8b4UL, 0x59b33d17UL, + 0x2eb40d81UL, 0xb7bd5c3bUL, 0xc0ba6cadUL, 0xedb88320UL, 0x9abfb3b6UL, + 0x03b6e20cUL, 0x74b1d29aUL, 0xead54739UL, 0x9dd277afUL, 0x04db2615UL, + 0x73dc1683UL, 0xe3630b12UL, 0x94643b84UL, 0x0d6d6a3eUL, 0x7a6a5aa8UL, + 0xe40ecf0bUL, 0x9309ff9dUL, 0x0a00ae27UL, 0x7d079eb1UL, 0xf00f9344UL, + 0x8708a3d2UL, 0x1e01f268UL, 0x6906c2feUL, 0xf762575dUL, 0x806567cbUL, + 0x196c3671UL, 0x6e6b06e7UL, 0xfed41b76UL, 0x89d32be0UL, 0x10da7a5aUL, + 0x67dd4accUL, 0xf9b9df6fUL, 0x8ebeeff9UL, 0x17b7be43UL, 0x60b08ed5UL, + 0xd6d6a3e8UL, 0xa1d1937eUL, 0x38d8c2c4UL, 0x4fdff252UL, 0xd1bb67f1UL, + 0xa6bc5767UL, 0x3fb506ddUL, 0x48b2364bUL, 0xd80d2bdaUL, 0xaf0a1b4cUL, + 0x36034af6UL, 0x41047a60UL, 0xdf60efc3UL, 0xa867df55UL, 0x316e8eefUL, + 0x4669be79UL, 0xcb61b38cUL, 0xbc66831aUL, 0x256fd2a0UL, 0x5268e236UL, + 0xcc0c7795UL, 0xbb0b4703UL, 0x220216b9UL, 0x5505262fUL, 0xc5ba3bbeUL, + 0xb2bd0b28UL, 0x2bb45a92UL, 0x5cb36a04UL, 0xc2d7ffa7UL, 0xb5d0cf31UL, + 0x2cd99e8bUL, 0x5bdeae1dUL, 0x9b64c2b0UL, 0xec63f226UL, 0x756aa39cUL, + 0x026d930aUL, 0x9c0906a9UL, 0xeb0e363fUL, 0x72076785UL, 0x05005713UL, + 0x95bf4a82UL, 0xe2b87a14UL, 0x7bb12baeUL, 0x0cb61b38UL, 0x92d28e9bUL, + 0xe5d5be0dUL, 0x7cdcefb7UL, 0x0bdbdf21UL, 0x86d3d2d4UL, 0xf1d4e242UL, + 0x68ddb3f8UL, 0x1fda836eUL, 0x81be16cdUL, 0xf6b9265bUL, 0x6fb077e1UL, + 0x18b74777UL, 0x88085ae6UL, 0xff0f6a70UL, 0x66063bcaUL, 0x11010b5cUL, + 0x8f659effUL, 0xf862ae69UL, 0x616bffd3UL, 0x166ccf45UL, 0xa00ae278UL, + 0xd70dd2eeUL, 0x4e048354UL, 0x3903b3c2UL, 0xa7672661UL, 0xd06016f7UL, + 0x4969474dUL, 0x3e6e77dbUL, 0xaed16a4aUL, 0xd9d65adcUL, 0x40df0b66UL, + 0x37d83bf0UL, 0xa9bcae53UL, 0xdebb9ec5UL, 0x47b2cf7fUL, 0x30b5ffe9UL, + 0xbdbdf21cUL, 0xcabac28aUL, 0x53b39330UL, 0x24b4a3a6UL, 0xbad03605UL, + 0xcdd70693UL, 0x54de5729UL, 0x23d967bfUL, 0xb3667a2eUL, 0xc4614ab8UL, + 0x5d681b02UL, 0x2a6f2b94UL, 0xb40bbe37UL, 0xc30c8ea1UL, 0x5a05df1bUL, + 0x2d02ef8dUL +#ifdef BYFOUR + }, + { + 0x00000000UL, 0x191b3141UL, 0x32366282UL, 0x2b2d53c3UL, 0x646cc504UL, + 0x7d77f445UL, 0x565aa786UL, 0x4f4196c7UL, 0xc8d98a08UL, 0xd1c2bb49UL, + 0xfaefe88aUL, 0xe3f4d9cbUL, 0xacb54f0cUL, 0xb5ae7e4dUL, 0x9e832d8eUL, + 0x87981ccfUL, 0x4ac21251UL, 0x53d92310UL, 0x78f470d3UL, 0x61ef4192UL, + 0x2eaed755UL, 0x37b5e614UL, 0x1c98b5d7UL, 0x05838496UL, 0x821b9859UL, + 0x9b00a918UL, 0xb02dfadbUL, 0xa936cb9aUL, 0xe6775d5dUL, 0xff6c6c1cUL, + 0xd4413fdfUL, 0xcd5a0e9eUL, 0x958424a2UL, 0x8c9f15e3UL, 0xa7b24620UL, + 0xbea97761UL, 0xf1e8e1a6UL, 0xe8f3d0e7UL, 0xc3de8324UL, 0xdac5b265UL, + 0x5d5daeaaUL, 0x44469febUL, 0x6f6bcc28UL, 0x7670fd69UL, 0x39316baeUL, + 0x202a5aefUL, 0x0b07092cUL, 0x121c386dUL, 0xdf4636f3UL, 0xc65d07b2UL, + 0xed705471UL, 0xf46b6530UL, 0xbb2af3f7UL, 0xa231c2b6UL, 0x891c9175UL, + 0x9007a034UL, 0x179fbcfbUL, 0x0e848dbaUL, 0x25a9de79UL, 0x3cb2ef38UL, + 0x73f379ffUL, 0x6ae848beUL, 0x41c51b7dUL, 0x58de2a3cUL, 0xf0794f05UL, + 0xe9627e44UL, 0xc24f2d87UL, 0xdb541cc6UL, 0x94158a01UL, 0x8d0ebb40UL, + 0xa623e883UL, 0xbf38d9c2UL, 0x38a0c50dUL, 0x21bbf44cUL, 0x0a96a78fUL, + 0x138d96ceUL, 0x5ccc0009UL, 0x45d73148UL, 0x6efa628bUL, 0x77e153caUL, + 0xbabb5d54UL, 0xa3a06c15UL, 0x888d3fd6UL, 0x91960e97UL, 0xded79850UL, + 0xc7cca911UL, 0xece1fad2UL, 0xf5facb93UL, 0x7262d75cUL, 0x6b79e61dUL, + 0x4054b5deUL, 0x594f849fUL, 0x160e1258UL, 0x0f152319UL, 0x243870daUL, + 0x3d23419bUL, 0x65fd6ba7UL, 0x7ce65ae6UL, 0x57cb0925UL, 0x4ed03864UL, + 0x0191aea3UL, 0x188a9fe2UL, 0x33a7cc21UL, 0x2abcfd60UL, 0xad24e1afUL, + 0xb43fd0eeUL, 0x9f12832dUL, 0x8609b26cUL, 0xc94824abUL, 0xd05315eaUL, + 0xfb7e4629UL, 0xe2657768UL, 0x2f3f79f6UL, 0x362448b7UL, 0x1d091b74UL, + 0x04122a35UL, 0x4b53bcf2UL, 0x52488db3UL, 0x7965de70UL, 0x607eef31UL, + 0xe7e6f3feUL, 0xfefdc2bfUL, 0xd5d0917cUL, 0xcccba03dUL, 0x838a36faUL, + 0x9a9107bbUL, 0xb1bc5478UL, 0xa8a76539UL, 0x3b83984bUL, 0x2298a90aUL, + 0x09b5fac9UL, 0x10aecb88UL, 0x5fef5d4fUL, 0x46f46c0eUL, 0x6dd93fcdUL, + 0x74c20e8cUL, 0xf35a1243UL, 0xea412302UL, 0xc16c70c1UL, 0xd8774180UL, + 0x9736d747UL, 0x8e2de606UL, 0xa500b5c5UL, 0xbc1b8484UL, 0x71418a1aUL, + 0x685abb5bUL, 0x4377e898UL, 0x5a6cd9d9UL, 0x152d4f1eUL, 0x0c367e5fUL, + 0x271b2d9cUL, 0x3e001cddUL, 0xb9980012UL, 0xa0833153UL, 0x8bae6290UL, + 0x92b553d1UL, 0xddf4c516UL, 0xc4eff457UL, 0xefc2a794UL, 0xf6d996d5UL, + 0xae07bce9UL, 0xb71c8da8UL, 0x9c31de6bUL, 0x852aef2aUL, 0xca6b79edUL, + 0xd37048acUL, 0xf85d1b6fUL, 0xe1462a2eUL, 0x66de36e1UL, 0x7fc507a0UL, + 0x54e85463UL, 0x4df36522UL, 0x02b2f3e5UL, 0x1ba9c2a4UL, 0x30849167UL, + 0x299fa026UL, 0xe4c5aeb8UL, 0xfdde9ff9UL, 0xd6f3cc3aUL, 0xcfe8fd7bUL, + 0x80a96bbcUL, 0x99b25afdUL, 0xb29f093eUL, 0xab84387fUL, 0x2c1c24b0UL, + 0x350715f1UL, 0x1e2a4632UL, 0x07317773UL, 0x4870e1b4UL, 0x516bd0f5UL, + 0x7a468336UL, 0x635db277UL, 0xcbfad74eUL, 0xd2e1e60fUL, 0xf9ccb5ccUL, + 0xe0d7848dUL, 0xaf96124aUL, 0xb68d230bUL, 0x9da070c8UL, 0x84bb4189UL, + 0x03235d46UL, 0x1a386c07UL, 0x31153fc4UL, 0x280e0e85UL, 0x674f9842UL, + 0x7e54a903UL, 0x5579fac0UL, 0x4c62cb81UL, 0x8138c51fUL, 0x9823f45eUL, + 0xb30ea79dUL, 0xaa1596dcUL, 0xe554001bUL, 0xfc4f315aUL, 0xd7626299UL, + 0xce7953d8UL, 0x49e14f17UL, 0x50fa7e56UL, 0x7bd72d95UL, 0x62cc1cd4UL, + 0x2d8d8a13UL, 0x3496bb52UL, 0x1fbbe891UL, 0x06a0d9d0UL, 0x5e7ef3ecUL, + 0x4765c2adUL, 0x6c48916eUL, 0x7553a02fUL, 0x3a1236e8UL, 0x230907a9UL, + 0x0824546aUL, 0x113f652bUL, 0x96a779e4UL, 0x8fbc48a5UL, 0xa4911b66UL, + 0xbd8a2a27UL, 0xf2cbbce0UL, 0xebd08da1UL, 0xc0fdde62UL, 0xd9e6ef23UL, + 0x14bce1bdUL, 0x0da7d0fcUL, 0x268a833fUL, 0x3f91b27eUL, 0x70d024b9UL, + 0x69cb15f8UL, 0x42e6463bUL, 0x5bfd777aUL, 0xdc656bb5UL, 0xc57e5af4UL, + 0xee530937UL, 0xf7483876UL, 0xb809aeb1UL, 0xa1129ff0UL, 0x8a3fcc33UL, + 0x9324fd72UL + }, + { + 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0x528e09c2UL, + 0x37e9b57aUL, 0xd9460068UL, 0xbc21bcd0UL, 0xea31df88UL, 0x8f566330UL, + 0x61f9d622UL, 0x049e6a9aUL, 0xbda6bd07UL, 0xd8c101bfUL, 0x366eb4adUL, + 0x53090815UL, 0x9a4e721dUL, 0xff29cea5UL, 0x11867bb7UL, 0x74e1c70fUL, + 0xcdd91092UL, 0xa8beac2aUL, 0x46111938UL, 0x2376a580UL, 0x7566c6d8UL, + 0x10017a60UL, 0xfeaecf72UL, 0x9bc973caUL, 0x22f1a457UL, 0x479618efUL, + 0xa939adfdUL, 0xcc5e1145UL, 0x06ee4d76UL, 0x6389f1ceUL, 0x8d2644dcUL, + 0xe841f864UL, 0x51792ff9UL, 0x341e9341UL, 0xdab12653UL, 0xbfd69aebUL, + 0xe9c6f9b3UL, 0x8ca1450bUL, 0x620ef019UL, 0x07694ca1UL, 0xbe519b3cUL, + 0xdb362784UL, 0x35999296UL, 0x50fe2e2eUL, 0x99b95426UL, 0xfcdee89eUL, + 0x12715d8cUL, 0x7716e134UL, 0xce2e36a9UL, 0xab498a11UL, 0x45e63f03UL, + 0x208183bbUL, 0x7691e0e3UL, 0x13f65c5bUL, 0xfd59e949UL, 0x983e55f1UL, + 0x2106826cUL, 0x44613ed4UL, 0xaace8bc6UL, 0xcfa9377eUL, 0x38417fd6UL, + 0x5d26c36eUL, 0xb389767cUL, 0xd6eecac4UL, 0x6fd61d59UL, 0x0ab1a1e1UL, + 0xe41e14f3UL, 0x8179a84bUL, 0xd769cb13UL, 0xb20e77abUL, 0x5ca1c2b9UL, + 0x39c67e01UL, 0x80fea99cUL, 0xe5991524UL, 0x0b36a036UL, 0x6e511c8eUL, + 0xa7166686UL, 0xc271da3eUL, 0x2cde6f2cUL, 0x49b9d394UL, 0xf0810409UL, + 0x95e6b8b1UL, 0x7b490da3UL, 0x1e2eb11bUL, 0x483ed243UL, 0x2d596efbUL, + 0xc3f6dbe9UL, 0xa6916751UL, 0x1fa9b0ccUL, 0x7ace0c74UL, 0x9461b966UL, + 0xf10605deUL +#endif + } +}; diff --git a/3rdparty/hgOCR/leptonica/include/deflate.h b/3rdparty/hgOCR/leptonica/include/deflate.h new file mode 100644 index 00000000..23ecdd31 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/deflate.h @@ -0,0 +1,349 @@ +/* deflate.h -- internal compression state + * Copyright (C) 1995-2016 Jean-loup Gailly + * For conditions of distribution and use, see copyright notice in zlib.h + */ + +/* WARNING: this file should *not* be used by applications. It is + part of the implementation of the compression library and is + subject to change. Applications should only use zlib.h. + */ + +/* @(#) $Id$ */ + +#ifndef DEFLATE_H +#define DEFLATE_H + +#include "zutil.h" + +/* define NO_GZIP when compiling if you want to disable gzip header and + trailer creation by deflate(). NO_GZIP would be used to avoid linking in + the crc code when it is not needed. For shared libraries, gzip encoding + should be left enabled. */ +#ifndef NO_GZIP +# define GZIP +#endif + +/* =========================================================================== + * Internal compression state. + */ + +#define LENGTH_CODES 29 +/* number of length codes, not counting the special END_BLOCK code */ + +#define LITERALS 256 +/* number of literal bytes 0..255 */ + +#define L_CODES (LITERALS+1+LENGTH_CODES) +/* number of Literal or Length codes, including the END_BLOCK code */ + +#define D_CODES 30 +/* number of distance codes */ + +#define BL_CODES 19 +/* number of codes used to transfer the bit lengths */ + +#define HEAP_SIZE (2*L_CODES+1) +/* maximum heap size */ + +#define MAX_BITS 15 +/* All codes must not exceed MAX_BITS bits */ + +#define Buf_size 16 +/* size of bit buffer in bi_buf */ + +#define INIT_STATE 42 /* zlib header -> BUSY_STATE */ +#ifdef GZIP +# define GZIP_STATE 57 /* gzip header -> BUSY_STATE | EXTRA_STATE */ +#endif +#define EXTRA_STATE 69 /* gzip extra block -> NAME_STATE */ +#define NAME_STATE 73 /* gzip file name -> COMMENT_STATE */ +#define COMMENT_STATE 91 /* gzip comment -> HCRC_STATE */ +#define HCRC_STATE 103 /* gzip header CRC -> BUSY_STATE */ +#define BUSY_STATE 113 /* deflate -> FINISH_STATE */ +#define FINISH_STATE 666 /* stream complete */ +/* Stream status */ + + +/* Data structure describing a single value and its code string. */ +typedef struct ct_data_s { + union { + ush freq; /* frequency count */ + ush code; /* bit string */ + } fc; + union { + ush dad; /* father node in Huffman tree */ + ush len; /* length of bit string */ + } dl; +} FAR ct_data; + +#define Freq fc.freq +#define Code fc.code +#define Dad dl.dad +#define Len dl.len + +typedef struct static_tree_desc_s static_tree_desc; + +typedef struct tree_desc_s { + ct_data *dyn_tree; /* the dynamic tree */ + int max_code; /* largest code with non zero frequency */ + const static_tree_desc *stat_desc; /* the corresponding static tree */ +} FAR tree_desc; + +typedef ush Pos; +typedef Pos FAR Posf; +typedef unsigned IPos; + +/* A Pos is an index in the character window. We use short instead of int to + * save space in the various tables. IPos is used only for parameter passing. + */ + +typedef struct internal_state { + z_streamp strm; /* pointer back to this zlib stream */ + int status; /* as the name implies */ + Bytef *pending_buf; /* output still pending */ + ulg pending_buf_size; /* size of pending_buf */ + Bytef *pending_out; /* next pending byte to output to the stream */ + ulg pending; /* nb of bytes in the pending buffer */ + int wrap; /* bit 0 true for zlib, bit 1 true for gzip */ + gz_headerp gzhead; /* gzip header information to write */ + ulg gzindex; /* where in extra, name, or comment */ + Byte method; /* can only be DEFLATED */ + int last_flush; /* value of flush param for previous deflate call */ + + /* used by deflate.c: */ + + uInt w_size; /* LZ77 window size (32K by default) */ + uInt w_bits; /* log2(w_size) (8..16) */ + uInt w_mask; /* w_size - 1 */ + + Bytef *window; + /* Sliding window. Input bytes are read into the second half of the window, + * and move to the first half later to keep a dictionary of at least wSize + * bytes. With this organization, matches are limited to a distance of + * wSize-MAX_MATCH bytes, but this ensures that IO is always + * performed with a length multiple of the block size. Also, it limits + * the window size to 64K, which is quite useful on MSDOS. + * To do: use the user input buffer as sliding window. + */ + + ulg window_size; + /* Actual size of window: 2*wSize, except when the user input buffer + * is directly used as sliding window. + */ + + Posf *prev; + /* Link to older string with same hash index. To limit the size of this + * array to 64K, this link is maintained only for the last 32K strings. + * An index in this array is thus a window index modulo 32K. + */ + + Posf *head; /* Heads of the hash chains or NIL. */ + + uInt ins_h; /* hash index of string to be inserted */ + uInt hash_size; /* number of elements in hash table */ + uInt hash_bits; /* log2(hash_size) */ + uInt hash_mask; /* hash_size-1 */ + + uInt hash_shift; + /* Number of bits by which ins_h must be shifted at each input + * step. It must be such that after MIN_MATCH steps, the oldest + * byte no longer takes part in the hash key, that is: + * hash_shift * MIN_MATCH >= hash_bits + */ + + long block_start; + /* Window position at the beginning of the current output block. Gets + * negative when the window is moved backwards. + */ + + uInt match_length; /* length of best match */ + IPos prev_match; /* previous match */ + int match_available; /* set if previous match exists */ + uInt strstart; /* start of string to insert */ + uInt match_start; /* start of matching string */ + uInt lookahead; /* number of valid bytes ahead in window */ + + uInt prev_length; + /* Length of the best match at previous step. Matches not greater than this + * are discarded. This is used in the lazy match evaluation. + */ + + uInt max_chain_length; + /* To speed up deflation, hash chains are never searched beyond this + * length. A higher limit improves compression ratio but degrades the + * speed. + */ + + uInt max_lazy_match; + /* Attempt to find a better match only when the current match is strictly + * smaller than this value. This mechanism is used only for compression + * levels >= 4. + */ +# define max_insert_length max_lazy_match + /* Insert new strings in the hash table only if the match length is not + * greater than this length. This saves time but degrades compression. + * max_insert_length is used only for compression levels <= 3. + */ + + int level; /* compression level (1..9) */ + int strategy; /* favor or force Huffman coding*/ + + uInt good_match; + /* Use a faster search when the previous match is longer than this */ + + int nice_match; /* Stop searching when current match exceeds this */ + + /* used by trees.c: */ + /* Didn't use ct_data typedef below to suppress compiler warning */ + struct ct_data_s dyn_ltree[HEAP_SIZE]; /* literal and length tree */ + struct ct_data_s dyn_dtree[2*D_CODES+1]; /* distance tree */ + struct ct_data_s bl_tree[2*BL_CODES+1]; /* Huffman tree for bit lengths */ + + struct tree_desc_s l_desc; /* desc. for literal tree */ + struct tree_desc_s d_desc; /* desc. for distance tree */ + struct tree_desc_s bl_desc; /* desc. for bit length tree */ + + ush bl_count[MAX_BITS+1]; + /* number of codes at each bit length for an optimal tree */ + + int heap[2*L_CODES+1]; /* heap used to build the Huffman trees */ + int heap_len; /* number of elements in the heap */ + int heap_max; /* element of largest frequency */ + /* The sons of heap[n] are heap[2*n] and heap[2*n+1]. heap[0] is not used. + * The same heap array is used to build all trees. + */ + + uch depth[2*L_CODES+1]; + /* Depth of each subtree used as tie breaker for trees of equal frequency + */ + + uchf *l_buf; /* buffer for literals or lengths */ + + uInt lit_bufsize; + /* Size of match buffer for literals/lengths. There are 4 reasons for + * limiting lit_bufsize to 64K: + * - frequencies can be kept in 16 bit counters + * - if compression is not successful for the first block, all input + * data is still in the window so we can still emit a stored block even + * when input comes from standard input. (This can also be done for + * all blocks if lit_bufsize is not greater than 32K.) + * - if compression is not successful for a file smaller than 64K, we can + * even emit a stored file instead of a stored block (saving 5 bytes). + * This is applicable only for zip (not gzip or zlib). + * - creating new Huffman trees less frequently may not provide fast + * adaptation to changes in the input data statistics. (Take for + * example a binary file with poorly compressible code followed by + * a highly compressible string table.) Smaller buffer sizes give + * fast adaptation but have of course the overhead of transmitting + * trees more frequently. + * - I can't count above 4 + */ + + uInt last_lit; /* running index in l_buf */ + + ushf *d_buf; + /* Buffer for distances. To simplify the code, d_buf and l_buf have + * the same number of elements. To use different lengths, an extra flag + * array would be necessary. + */ + + ulg opt_len; /* bit length of current block with optimal trees */ + ulg static_len; /* bit length of current block with static trees */ + uInt matches; /* number of string matches in current block */ + uInt insert; /* bytes at end of window left to insert */ + +#ifdef ZLIB_DEBUG + ulg compressed_len; /* total bit length of compressed file mod 2^32 */ + ulg bits_sent; /* bit length of compressed data sent mod 2^32 */ +#endif + + ush bi_buf; + /* Output buffer. bits are inserted starting at the bottom (least + * significant bits). + */ + int bi_valid; + /* Number of valid bits in bi_buf. All bits above the last valid bit + * are always zero. + */ + + ulg high_water; + /* High water mark offset in window for initialized bytes -- bytes above + * this are set to zero in order to avoid memory check warnings when + * longest match routines access bytes past the input. This is then + * updated to the new high water mark. + */ + +} FAR deflate_state; + +/* Output a byte on the stream. + * IN assertion: there is enough room in pending_buf. + */ +#define put_byte(s, c) {s->pending_buf[s->pending++] = (Bytef)(c);} + + +#define MIN_LOOKAHEAD (MAX_MATCH+MIN_MATCH+1) +/* Minimum amount of lookahead, except at the end of the input file. + * See deflate.c for comments about the MIN_MATCH+1. + */ + +#define MAX_DIST(s) ((s)->w_size-MIN_LOOKAHEAD) +/* In order to simplify the code, particularly on 16 bit machines, match + * distances are limited to MAX_DIST instead of WSIZE. + */ + +#define WIN_INIT MAX_MATCH +/* Number of bytes after end of data in window to initialize in order to avoid + memory checker errors from longest match routines */ + + /* in trees.c */ +void ZLIB_INTERNAL _tr_init OF((deflate_state *s)); +int ZLIB_INTERNAL _tr_tally OF((deflate_state *s, unsigned dist, unsigned lc)); +void ZLIB_INTERNAL _tr_flush_block OF((deflate_state *s, charf *buf, + ulg stored_len, int last)); +void ZLIB_INTERNAL _tr_flush_bits OF((deflate_state *s)); +void ZLIB_INTERNAL _tr_align OF((deflate_state *s)); +void ZLIB_INTERNAL _tr_stored_block OF((deflate_state *s, charf *buf, + ulg stored_len, int last)); + +#define d_code(dist) \ + ((dist) < 256 ? _dist_code[dist] : _dist_code[256+((dist)>>7)]) +/* Mapping from a distance to a distance code. dist is the distance - 1 and + * must not have side effects. _dist_code[256] and _dist_code[257] are never + * used. + */ + +#ifndef ZLIB_DEBUG +/* Inline versions of _tr_tally for speed: */ + +#if defined(GEN_TREES_H) || !defined(STDC) + extern uch ZLIB_INTERNAL _length_code[]; + extern uch ZLIB_INTERNAL _dist_code[]; +#else + extern const uch ZLIB_INTERNAL _length_code[]; + extern const uch ZLIB_INTERNAL _dist_code[]; +#endif + +# define _tr_tally_lit(s, c, flush) \ + { uch cc = (c); \ + s->d_buf[s->last_lit] = 0; \ + s->l_buf[s->last_lit++] = cc; \ + s->dyn_ltree[cc].Freq++; \ + flush = (s->last_lit == s->lit_bufsize-1); \ + } +# define _tr_tally_dist(s, distance, length, flush) \ + { uch len = (uch)(length); \ + ush dist = (ush)(distance); \ + s->d_buf[s->last_lit] = dist; \ + s->l_buf[s->last_lit++] = len; \ + dist--; \ + s->dyn_ltree[_length_code[len]+LITERALS+1].Freq++; \ + s->dyn_dtree[d_code(dist)].Freq++; \ + flush = (s->last_lit == s->lit_bufsize-1); \ + } +#else +# define _tr_tally_lit(s, c, flush) flush = _tr_tally(s, 0, c) +# define _tr_tally_dist(s, distance, length, flush) \ + flush = _tr_tally(s, distance, length) +#endif + +#endif /* DEFLATE_H */ diff --git a/3rdparty/hgOCR/leptonica/include/gzguts.h b/3rdparty/hgOCR/leptonica/include/gzguts.h new file mode 100644 index 00000000..990a4d25 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/gzguts.h @@ -0,0 +1,218 @@ +/* gzguts.h -- zlib internal header definitions for gz* operations + * Copyright (C) 2004, 2005, 2010, 2011, 2012, 2013, 2016 Mark Adler + * For conditions of distribution and use, see copyright notice in zlib.h + */ + +#ifdef _LARGEFILE64_SOURCE +# ifndef _LARGEFILE_SOURCE +# define _LARGEFILE_SOURCE 1 +# endif +# ifdef _FILE_OFFSET_BITS +# undef _FILE_OFFSET_BITS +# endif +#endif + +#ifdef HAVE_HIDDEN +# define ZLIB_INTERNAL __attribute__((visibility ("hidden"))) +#else +# define ZLIB_INTERNAL +#endif + +#include +#include "zlib.h" +#ifdef STDC +# include +# include +# include +#endif + +#ifndef _POSIX_SOURCE +# define _POSIX_SOURCE +#endif +#include + +#ifdef _WIN32 +# include +#endif + +#if defined(__TURBOC__) || defined(_MSC_VER) || defined(_WIN32) +# include +#endif + +#if defined(_WIN32) || defined(__CYGWIN__) +# define WIDECHAR +#endif + +#ifdef WINAPI_FAMILY +# define open _open +# define read _read +# define write _write +# define close _close +#endif + +#ifdef NO_DEFLATE /* for compatibility with old definition */ +# define NO_GZCOMPRESS +#endif + +#if defined(STDC99) || (defined(__TURBOC__) && __TURBOC__ >= 0x550) +# ifndef HAVE_VSNPRINTF +# define HAVE_VSNPRINTF +# endif +#endif + +#if defined(__CYGWIN__) +# ifndef HAVE_VSNPRINTF +# define HAVE_VSNPRINTF +# endif +#endif + +#if defined(MSDOS) && defined(__BORLANDC__) && (BORLANDC > 0x410) +# ifndef HAVE_VSNPRINTF +# define HAVE_VSNPRINTF +# endif +#endif + +#ifndef HAVE_VSNPRINTF +# ifdef MSDOS +/* vsnprintf may exist on some MS-DOS compilers (DJGPP?), + but for now we just assume it doesn't. */ +# define NO_vsnprintf +# endif +# ifdef __TURBOC__ +# define NO_vsnprintf +# endif +# ifdef WIN32 +/* In Win32, vsnprintf is available as the "non-ANSI" _vsnprintf. */ +# if !defined(vsnprintf) && !defined(NO_vsnprintf) +# if !defined(_MSC_VER) || ( defined(_MSC_VER) && _MSC_VER < 1500 ) +# define vsnprintf _vsnprintf +# endif +# endif +# endif +# ifdef __SASC +# define NO_vsnprintf +# endif +# ifdef VMS +# define NO_vsnprintf +# endif +# ifdef __OS400__ +# define NO_vsnprintf +# endif +# ifdef __MVS__ +# define NO_vsnprintf +# endif +#endif + +/* unlike snprintf (which is required in C99), _snprintf does not guarantee + null termination of the result -- however this is only used in gzlib.c where + the result is assured to fit in the space provided */ +#if defined(_MSC_VER) && _MSC_VER < 1900 +# define snprintf _snprintf +#endif + +#ifndef local +# define local static +#endif +/* since "static" is used to mean two completely different things in C, we + define "local" for the non-static meaning of "static", for readability + (compile with -Dlocal if your debugger can't find static symbols) */ + +/* gz* functions always use library allocation functions */ +#ifndef STDC + extern voidp malloc OF((uInt size)); + extern void free OF((voidpf ptr)); +#endif + +/* get errno and strerror definition */ +#if defined UNDER_CE +# include +# define zstrerror() gz_strwinerror((DWORD)GetLastError()) +#else +# ifndef NO_STRERROR +# include +# define zstrerror() strerror(errno) +# else +# define zstrerror() "stdio error (consult errno)" +# endif +#endif + +/* provide prototypes for these when building zlib without LFS */ +#if !defined(_LARGEFILE64_SOURCE) || _LFS64_LARGEFILE-0 == 0 + ZEXTERN gzFile ZEXPORT gzopen64 OF((const char *, const char *)); + ZEXTERN z_off64_t ZEXPORT gzseek64 OF((gzFile, z_off64_t, int)); + ZEXTERN z_off64_t ZEXPORT gztell64 OF((gzFile)); + ZEXTERN z_off64_t ZEXPORT gzoffset64 OF((gzFile)); +#endif + +/* default memLevel */ +#if MAX_MEM_LEVEL >= 8 +# define DEF_MEM_LEVEL 8 +#else +# define DEF_MEM_LEVEL MAX_MEM_LEVEL +#endif + +/* default i/o buffer size -- double this for output when reading (this and + twice this must be able to fit in an unsigned type) */ +#define GZBUFSIZE 8192 + +/* gzip modes, also provide a little integrity check on the passed structure */ +#define GZ_NONE 0 +#define GZ_READ 7247 +#define GZ_WRITE 31153 +#define GZ_APPEND 1 /* mode set to GZ_WRITE after the file is opened */ + +/* values for gz_state how */ +#define LOOK 0 /* look for a gzip header */ +#define COPY 1 /* copy input directly */ +#define GZIP 2 /* decompress a gzip stream */ + +/* internal gzip file state data structure */ +typedef struct { + /* exposed contents for gzgetc() macro */ + struct gzFile_s x; /* "x" for exposed */ + /* x.have: number of bytes available at x.next */ + /* x.next: next output data to deliver or write */ + /* x.pos: current position in uncompressed data */ + /* used for both reading and writing */ + int mode; /* see gzip modes above */ + int fd; /* file descriptor */ + char *path; /* path or fd for error messages */ + unsigned size; /* buffer size, zero if not allocated yet */ + unsigned want; /* requested buffer size, default is GZBUFSIZE */ + unsigned char *in; /* input buffer (double-sized when writing) */ + unsigned char *out; /* output buffer (double-sized when reading) */ + int direct; /* 0 if processing gzip, 1 if transparent */ + /* just for reading */ + int how; /* 0: get header, 1: copy, 2: decompress */ + z_off64_t start; /* where the gzip data started, for rewinding */ + int eof; /* true if end of input file reached */ + int past; /* true if read requested past end */ + /* just for writing */ + int level; /* compression level */ + int strategy; /* compression strategy */ + /* seek request */ + z_off64_t skip; /* amount to skip (already rewound if backwards) */ + int seek; /* true if seek request pending */ + /* error information */ + int err; /* error code */ + char *msg; /* error message */ + /* zlib inflate or deflate stream */ + z_stream strm; /* stream structure in-place (not a pointer) */ +} gz_state; +typedef gz_state FAR *gz_statep; + +/* shared functions */ +void ZLIB_INTERNAL gz_error OF((gz_statep, int, const char *)); +#if defined UNDER_CE +char ZLIB_INTERNAL *gz_strwinerror OF((DWORD error)); +#endif + +/* GT_OFF(x), where x is an unsigned value, is true if x > maximum z_off64_t + value -- needed when comparing unsigned to z_off64_t, which is signed + (possible z_off64_t types off_t, off64_t, and long are all signed) */ +#ifdef INT_MAX +# define GT_OFF(x) (sizeof(int) == sizeof(z_off64_t) && (x) > INT_MAX) +#else +unsigned ZLIB_INTERNAL gz_intmax OF((void)); +# define GT_OFF(x) (sizeof(int) == sizeof(z_off64_t) && (x) > gz_intmax()) +#endif diff --git a/3rdparty/hgOCR/leptonica/include/inffast.h b/3rdparty/hgOCR/leptonica/include/inffast.h new file mode 100644 index 00000000..e5c1aa4c --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/inffast.h @@ -0,0 +1,11 @@ +/* inffast.h -- header to use inffast.c + * Copyright (C) 1995-2003, 2010 Mark Adler + * For conditions of distribution and use, see copyright notice in zlib.h + */ + +/* WARNING: this file should *not* be used by applications. It is + part of the implementation of the compression library and is + subject to change. Applications should only use zlib.h. + */ + +void ZLIB_INTERNAL inflate_fast OF((z_streamp strm, unsigned start)); diff --git a/3rdparty/hgOCR/leptonica/include/inffixed.h b/3rdparty/hgOCR/leptonica/include/inffixed.h new file mode 100644 index 00000000..d6283277 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/inffixed.h @@ -0,0 +1,94 @@ + /* inffixed.h -- table for decoding fixed codes + * Generated automatically by makefixed(). + */ + + /* WARNING: this file should *not* be used by applications. + It is part of the implementation of this library and is + subject to change. Applications should only use zlib.h. + */ + + static const code lenfix[512] = { + {96,7,0},{0,8,80},{0,8,16},{20,8,115},{18,7,31},{0,8,112},{0,8,48}, + {0,9,192},{16,7,10},{0,8,96},{0,8,32},{0,9,160},{0,8,0},{0,8,128}, + {0,8,64},{0,9,224},{16,7,6},{0,8,88},{0,8,24},{0,9,144},{19,7,59}, + {0,8,120},{0,8,56},{0,9,208},{17,7,17},{0,8,104},{0,8,40},{0,9,176}, + {0,8,8},{0,8,136},{0,8,72},{0,9,240},{16,7,4},{0,8,84},{0,8,20}, + {21,8,227},{19,7,43},{0,8,116},{0,8,52},{0,9,200},{17,7,13},{0,8,100}, + {0,8,36},{0,9,168},{0,8,4},{0,8,132},{0,8,68},{0,9,232},{16,7,8}, + {0,8,92},{0,8,28},{0,9,152},{20,7,83},{0,8,124},{0,8,60},{0,9,216}, + {18,7,23},{0,8,108},{0,8,44},{0,9,184},{0,8,12},{0,8,140},{0,8,76}, + {0,9,248},{16,7,3},{0,8,82},{0,8,18},{21,8,163},{19,7,35},{0,8,114}, + {0,8,50},{0,9,196},{17,7,11},{0,8,98},{0,8,34},{0,9,164},{0,8,2}, + {0,8,130},{0,8,66},{0,9,228},{16,7,7},{0,8,90},{0,8,26},{0,9,148}, + {20,7,67},{0,8,122},{0,8,58},{0,9,212},{18,7,19},{0,8,106},{0,8,42}, + {0,9,180},{0,8,10},{0,8,138},{0,8,74},{0,9,244},{16,7,5},{0,8,86}, + {0,8,22},{64,8,0},{19,7,51},{0,8,118},{0,8,54},{0,9,204},{17,7,15}, + {0,8,102},{0,8,38},{0,9,172},{0,8,6},{0,8,134},{0,8,70},{0,9,236}, + {16,7,9},{0,8,94},{0,8,30},{0,9,156},{20,7,99},{0,8,126},{0,8,62}, + {0,9,220},{18,7,27},{0,8,110},{0,8,46},{0,9,188},{0,8,14},{0,8,142}, + {0,8,78},{0,9,252},{96,7,0},{0,8,81},{0,8,17},{21,8,131},{18,7,31}, + {0,8,113},{0,8,49},{0,9,194},{16,7,10},{0,8,97},{0,8,33},{0,9,162}, + {0,8,1},{0,8,129},{0,8,65},{0,9,226},{16,7,6},{0,8,89},{0,8,25}, + {0,9,146},{19,7,59},{0,8,121},{0,8,57},{0,9,210},{17,7,17},{0,8,105}, + {0,8,41},{0,9,178},{0,8,9},{0,8,137},{0,8,73},{0,9,242},{16,7,4}, + {0,8,85},{0,8,21},{16,8,258},{19,7,43},{0,8,117},{0,8,53},{0,9,202}, + {17,7,13},{0,8,101},{0,8,37},{0,9,170},{0,8,5},{0,8,133},{0,8,69}, + {0,9,234},{16,7,8},{0,8,93},{0,8,29},{0,9,154},{20,7,83},{0,8,125}, + {0,8,61},{0,9,218},{18,7,23},{0,8,109},{0,8,45},{0,9,186},{0,8,13}, + {0,8,141},{0,8,77},{0,9,250},{16,7,3},{0,8,83},{0,8,19},{21,8,195}, + {19,7,35},{0,8,115},{0,8,51},{0,9,198},{17,7,11},{0,8,99},{0,8,35}, + {0,9,166},{0,8,3},{0,8,131},{0,8,67},{0,9,230},{16,7,7},{0,8,91}, + {0,8,27},{0,9,150},{20,7,67},{0,8,123},{0,8,59},{0,9,214},{18,7,19}, + {0,8,107},{0,8,43},{0,9,182},{0,8,11},{0,8,139},{0,8,75},{0,9,246}, + {16,7,5},{0,8,87},{0,8,23},{64,8,0},{19,7,51},{0,8,119},{0,8,55}, + {0,9,206},{17,7,15},{0,8,103},{0,8,39},{0,9,174},{0,8,7},{0,8,135}, + {0,8,71},{0,9,238},{16,7,9},{0,8,95},{0,8,31},{0,9,158},{20,7,99}, + {0,8,127},{0,8,63},{0,9,222},{18,7,27},{0,8,111},{0,8,47},{0,9,190}, + {0,8,15},{0,8,143},{0,8,79},{0,9,254},{96,7,0},{0,8,80},{0,8,16}, + {20,8,115},{18,7,31},{0,8,112},{0,8,48},{0,9,193},{16,7,10},{0,8,96}, + {0,8,32},{0,9,161},{0,8,0},{0,8,128},{0,8,64},{0,9,225},{16,7,6}, + {0,8,88},{0,8,24},{0,9,145},{19,7,59},{0,8,120},{0,8,56},{0,9,209}, + {17,7,17},{0,8,104},{0,8,40},{0,9,177},{0,8,8},{0,8,136},{0,8,72}, + {0,9,241},{16,7,4},{0,8,84},{0,8,20},{21,8,227},{19,7,43},{0,8,116}, + {0,8,52},{0,9,201},{17,7,13},{0,8,100},{0,8,36},{0,9,169},{0,8,4}, + {0,8,132},{0,8,68},{0,9,233},{16,7,8},{0,8,92},{0,8,28},{0,9,153}, + {20,7,83},{0,8,124},{0,8,60},{0,9,217},{18,7,23},{0,8,108},{0,8,44}, + {0,9,185},{0,8,12},{0,8,140},{0,8,76},{0,9,249},{16,7,3},{0,8,82}, + {0,8,18},{21,8,163},{19,7,35},{0,8,114},{0,8,50},{0,9,197},{17,7,11}, + {0,8,98},{0,8,34},{0,9,165},{0,8,2},{0,8,130},{0,8,66},{0,9,229}, + {16,7,7},{0,8,90},{0,8,26},{0,9,149},{20,7,67},{0,8,122},{0,8,58}, + {0,9,213},{18,7,19},{0,8,106},{0,8,42},{0,9,181},{0,8,10},{0,8,138}, + {0,8,74},{0,9,245},{16,7,5},{0,8,86},{0,8,22},{64,8,0},{19,7,51}, + {0,8,118},{0,8,54},{0,9,205},{17,7,15},{0,8,102},{0,8,38},{0,9,173}, + {0,8,6},{0,8,134},{0,8,70},{0,9,237},{16,7,9},{0,8,94},{0,8,30}, + {0,9,157},{20,7,99},{0,8,126},{0,8,62},{0,9,221},{18,7,27},{0,8,110}, + {0,8,46},{0,9,189},{0,8,14},{0,8,142},{0,8,78},{0,9,253},{96,7,0}, + {0,8,81},{0,8,17},{21,8,131},{18,7,31},{0,8,113},{0,8,49},{0,9,195}, + {16,7,10},{0,8,97},{0,8,33},{0,9,163},{0,8,1},{0,8,129},{0,8,65}, + {0,9,227},{16,7,6},{0,8,89},{0,8,25},{0,9,147},{19,7,59},{0,8,121}, + {0,8,57},{0,9,211},{17,7,17},{0,8,105},{0,8,41},{0,9,179},{0,8,9}, + {0,8,137},{0,8,73},{0,9,243},{16,7,4},{0,8,85},{0,8,21},{16,8,258}, + {19,7,43},{0,8,117},{0,8,53},{0,9,203},{17,7,13},{0,8,101},{0,8,37}, + {0,9,171},{0,8,5},{0,8,133},{0,8,69},{0,9,235},{16,7,8},{0,8,93}, + {0,8,29},{0,9,155},{20,7,83},{0,8,125},{0,8,61},{0,9,219},{18,7,23}, + {0,8,109},{0,8,45},{0,9,187},{0,8,13},{0,8,141},{0,8,77},{0,9,251}, + {16,7,3},{0,8,83},{0,8,19},{21,8,195},{19,7,35},{0,8,115},{0,8,51}, + {0,9,199},{17,7,11},{0,8,99},{0,8,35},{0,9,167},{0,8,3},{0,8,131}, + {0,8,67},{0,9,231},{16,7,7},{0,8,91},{0,8,27},{0,9,151},{20,7,67}, + {0,8,123},{0,8,59},{0,9,215},{18,7,19},{0,8,107},{0,8,43},{0,9,183}, + {0,8,11},{0,8,139},{0,8,75},{0,9,247},{16,7,5},{0,8,87},{0,8,23}, + {64,8,0},{19,7,51},{0,8,119},{0,8,55},{0,9,207},{17,7,15},{0,8,103}, + {0,8,39},{0,9,175},{0,8,7},{0,8,135},{0,8,71},{0,9,239},{16,7,9}, + {0,8,95},{0,8,31},{0,9,159},{20,7,99},{0,8,127},{0,8,63},{0,9,223}, + {18,7,27},{0,8,111},{0,8,47},{0,9,191},{0,8,15},{0,8,143},{0,8,79}, + {0,9,255} + }; + + static const code distfix[32] = { + {16,5,1},{23,5,257},{19,5,17},{27,5,4097},{17,5,5},{25,5,1025}, + {21,5,65},{29,5,16385},{16,5,3},{24,5,513},{20,5,33},{28,5,8193}, + {18,5,9},{26,5,2049},{22,5,129},{64,5,0},{16,5,2},{23,5,385}, + {19,5,25},{27,5,6145},{17,5,7},{25,5,1537},{21,5,97},{29,5,24577}, + {16,5,4},{24,5,769},{20,5,49},{28,5,12289},{18,5,13},{26,5,3073}, + {22,5,193},{64,5,0} + }; diff --git a/3rdparty/hgOCR/leptonica/include/inflate.h b/3rdparty/hgOCR/leptonica/include/inflate.h new file mode 100644 index 00000000..a46cce6b --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/inflate.h @@ -0,0 +1,125 @@ +/* inflate.h -- internal inflate state definition + * Copyright (C) 1995-2016 Mark Adler + * For conditions of distribution and use, see copyright notice in zlib.h + */ + +/* WARNING: this file should *not* be used by applications. It is + part of the implementation of the compression library and is + subject to change. Applications should only use zlib.h. + */ + +/* define NO_GZIP when compiling if you want to disable gzip header and + trailer decoding by inflate(). NO_GZIP would be used to avoid linking in + the crc code when it is not needed. For shared libraries, gzip decoding + should be left enabled. */ +#ifndef NO_GZIP +# define GUNZIP +#endif + +/* Possible inflate modes between inflate() calls */ +typedef enum { + HEAD = 16180, /* i: waiting for magic header */ + FLAGS, /* i: waiting for method and flags (gzip) */ + TIME, /* i: waiting for modification time (gzip) */ + OS, /* i: waiting for extra flags and operating system (gzip) */ + EXLEN, /* i: waiting for extra length (gzip) */ + EXTRA, /* i: waiting for extra bytes (gzip) */ + NAME, /* i: waiting for end of file name (gzip) */ + COMMENT, /* i: waiting for end of comment (gzip) */ + HCRC, /* i: waiting for header crc (gzip) */ + DICTID, /* i: waiting for dictionary check value */ + DICT, /* waiting for inflateSetDictionary() call */ + TYPE, /* i: waiting for type bits, including last-flag bit */ + TYPEDO, /* i: same, but skip check to exit inflate on new block */ + STORED, /* i: waiting for stored size (length and complement) */ + COPY_, /* i/o: same as COPY below, but only first time in */ + COPY, /* i/o: waiting for input or output to copy stored block */ + TABLE, /* i: waiting for dynamic block table lengths */ + LENLENS, /* i: waiting for code length code lengths */ + CODELENS, /* i: waiting for length/lit and distance code lengths */ + LEN_, /* i: same as LEN below, but only first time in */ + LEN, /* i: waiting for length/lit/eob code */ + LENEXT, /* i: waiting for length extra bits */ + DIST, /* i: waiting for distance code */ + DISTEXT, /* i: waiting for distance extra bits */ + MATCH, /* o: waiting for output space to copy string */ + LIT, /* o: waiting for output space to write literal */ + CHECK, /* i: waiting for 32-bit check value */ + LENGTH, /* i: waiting for 32-bit length (gzip) */ + DONE, /* finished check, done -- remain here until reset */ + BAD, /* got a data error -- remain here until reset */ + MEM, /* got an inflate() memory error -- remain here until reset */ + SYNC /* looking for synchronization bytes to restart inflate() */ +} inflate_mode; + +/* + State transitions between above modes - + + (most modes can go to BAD or MEM on error -- not shown for clarity) + + Process header: + HEAD -> (gzip) or (zlib) or (raw) + (gzip) -> FLAGS -> TIME -> OS -> EXLEN -> EXTRA -> NAME -> COMMENT -> + HCRC -> TYPE + (zlib) -> DICTID or TYPE + DICTID -> DICT -> TYPE + (raw) -> TYPEDO + Read deflate blocks: + TYPE -> TYPEDO -> STORED or TABLE or LEN_ or CHECK + STORED -> COPY_ -> COPY -> TYPE + TABLE -> LENLENS -> CODELENS -> LEN_ + LEN_ -> LEN + Read deflate codes in fixed or dynamic block: + LEN -> LENEXT or LIT or TYPE + LENEXT -> DIST -> DISTEXT -> MATCH -> LEN + LIT -> LEN + Process trailer: + CHECK -> LENGTH -> DONE + */ + +/* State maintained between inflate() calls -- approximately 7K bytes, not + including the allocated sliding window, which is up to 32K bytes. */ +struct inflate_state { + z_streamp strm; /* pointer back to this zlib stream */ + inflate_mode mode; /* current inflate mode */ + int last; /* true if processing last block */ + int wrap; /* bit 0 true for zlib, bit 1 true for gzip, + bit 2 true to validate check value */ + int havedict; /* true if dictionary provided */ + int flags; /* gzip header method and flags (0 if zlib) */ + unsigned dmax; /* zlib header max distance (INFLATE_STRICT) */ + unsigned long check; /* protected copy of check value */ + unsigned long total; /* protected copy of output count */ + gz_headerp head; /* where to save gzip header information */ + /* sliding window */ + unsigned wbits; /* log base 2 of requested window size */ + unsigned wsize; /* window size or zero if not using window */ + unsigned whave; /* valid bytes in the window */ + unsigned wnext; /* window write index */ + unsigned char FAR *window; /* allocated sliding window, if needed */ + /* bit accumulator */ + unsigned long hold; /* input bit accumulator */ + unsigned bits; /* number of bits in "in" */ + /* for string and stored block copying */ + unsigned length; /* literal or length of data to copy */ + unsigned offset; /* distance back to copy string from */ + /* for table and code decoding */ + unsigned extra; /* extra bits needed */ + /* fixed and dynamic code tables */ + code const FAR *lencode; /* starting table for length/literal codes */ + code const FAR *distcode; /* starting table for distance codes */ + unsigned lenbits; /* index bits for lencode */ + unsigned distbits; /* index bits for distcode */ + /* dynamic table building */ + unsigned ncode; /* number of code length code lengths */ + unsigned nlen; /* number of length code lengths */ + unsigned ndist; /* number of distance code lengths */ + unsigned have; /* number of code lengths in lens[] */ + code FAR *next; /* next available space in codes[] */ + unsigned short lens[320]; /* temporary storage for code lengths */ + unsigned short work[288]; /* work area for code table building */ + code codes[ENOUGH]; /* space for code tables */ + int sane; /* if false, allow invalid distance too far */ + int back; /* bits back of last unprocessed length/lit */ + unsigned was; /* initial length of match */ +}; diff --git a/3rdparty/hgOCR/leptonica/include/inftrees.h b/3rdparty/hgOCR/leptonica/include/inftrees.h new file mode 100644 index 00000000..baa53a0b --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/inftrees.h @@ -0,0 +1,62 @@ +/* inftrees.h -- header to use inftrees.c + * Copyright (C) 1995-2005, 2010 Mark Adler + * For conditions of distribution and use, see copyright notice in zlib.h + */ + +/* WARNING: this file should *not* be used by applications. It is + part of the implementation of the compression library and is + subject to change. Applications should only use zlib.h. + */ + +/* Structure for decoding tables. Each entry provides either the + information needed to do the operation requested by the code that + indexed that table entry, or it provides a pointer to another + table that indexes more bits of the code. op indicates whether + the entry is a pointer to another table, a literal, a length or + distance, an end-of-block, or an invalid code. For a table + pointer, the low four bits of op is the number of index bits of + that table. For a length or distance, the low four bits of op + is the number of extra bits to get after the code. bits is + the number of bits in this code or part of the code to drop off + of the bit buffer. val is the actual byte to output in the case + of a literal, the base length or distance, or the offset from + the current table to the next table. Each entry is four bytes. */ +typedef struct { + unsigned char op; /* operation, extra bits, table bits */ + unsigned char bits; /* bits in this part of the code */ + unsigned short val; /* offset in table or code value */ +} code; + +/* op values as set by inflate_table(): + 00000000 - literal + 0000tttt - table link, tttt != 0 is the number of table index bits + 0001eeee - length or distance, eeee is the number of extra bits + 01100000 - end of block + 01000000 - invalid code + */ + +/* Maximum size of the dynamic table. The maximum number of code structures is + 1444, which is the sum of 852 for literal/length codes and 592 for distance + codes. These values were found by exhaustive searches using the program + examples/enough.c found in the zlib distribtution. The arguments to that + program are the number of symbols, the initial root table size, and the + maximum bit length of a code. "enough 286 9 15" for literal/length codes + returns returns 852, and "enough 30 6 15" for distance codes returns 592. + The initial root table size (9 or 6) is found in the fifth argument of the + inflate_table() calls in inflate.c and infback.c. If the root table size is + changed, then these maximum sizes would be need to be recalculated and + updated. */ +#define ENOUGH_LENS 852 +#define ENOUGH_DISTS 592 +#define ENOUGH (ENOUGH_LENS+ENOUGH_DISTS) + +/* Type of code to build for inflate_table() */ +typedef enum { + CODES, + LENS, + DISTS +} codetype; + +int ZLIB_INTERNAL inflate_table OF((codetype type, unsigned short FAR *lens, + unsigned codes, code FAR * FAR *table, + unsigned FAR *bits, unsigned short FAR *work)); diff --git a/3rdparty/hgOCR/leptonica/include/trees.h b/3rdparty/hgOCR/leptonica/include/trees.h new file mode 100644 index 00000000..d35639d8 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/trees.h @@ -0,0 +1,128 @@ +/* header created automatically with -DGEN_TREES_H */ + +local const ct_data static_ltree[L_CODES+2] = { +{{ 12},{ 8}}, {{140},{ 8}}, {{ 76},{ 8}}, {{204},{ 8}}, {{ 44},{ 8}}, +{{172},{ 8}}, {{108},{ 8}}, {{236},{ 8}}, {{ 28},{ 8}}, {{156},{ 8}}, +{{ 92},{ 8}}, {{220},{ 8}}, {{ 60},{ 8}}, {{188},{ 8}}, {{124},{ 8}}, +{{252},{ 8}}, {{ 2},{ 8}}, {{130},{ 8}}, {{ 66},{ 8}}, {{194},{ 8}}, +{{ 34},{ 8}}, {{162},{ 8}}, {{ 98},{ 8}}, {{226},{ 8}}, {{ 18},{ 8}}, +{{146},{ 8}}, {{ 82},{ 8}}, {{210},{ 8}}, {{ 50},{ 8}}, {{178},{ 8}}, +{{114},{ 8}}, {{242},{ 8}}, {{ 10},{ 8}}, {{138},{ 8}}, {{ 74},{ 8}}, +{{202},{ 8}}, {{ 42},{ 8}}, {{170},{ 8}}, {{106},{ 8}}, {{234},{ 8}}, +{{ 26},{ 8}}, {{154},{ 8}}, {{ 90},{ 8}}, {{218},{ 8}}, {{ 58},{ 8}}, +{{186},{ 8}}, {{122},{ 8}}, {{250},{ 8}}, {{ 6},{ 8}}, {{134},{ 8}}, +{{ 70},{ 8}}, {{198},{ 8}}, {{ 38},{ 8}}, {{166},{ 8}}, {{102},{ 8}}, +{{230},{ 8}}, {{ 22},{ 8}}, {{150},{ 8}}, {{ 86},{ 8}}, {{214},{ 8}}, +{{ 54},{ 8}}, {{182},{ 8}}, {{118},{ 8}}, {{246},{ 8}}, {{ 14},{ 8}}, +{{142},{ 8}}, {{ 78},{ 8}}, {{206},{ 8}}, {{ 46},{ 8}}, {{174},{ 8}}, +{{110},{ 8}}, {{238},{ 8}}, {{ 30},{ 8}}, {{158},{ 8}}, {{ 94},{ 8}}, +{{222},{ 8}}, {{ 62},{ 8}}, {{190},{ 8}}, {{126},{ 8}}, {{254},{ 8}}, +{{ 1},{ 8}}, {{129},{ 8}}, {{ 65},{ 8}}, {{193},{ 8}}, {{ 33},{ 8}}, +{{161},{ 8}}, {{ 97},{ 8}}, {{225},{ 8}}, {{ 17},{ 8}}, {{145},{ 8}}, +{{ 81},{ 8}}, {{209},{ 8}}, {{ 49},{ 8}}, {{177},{ 8}}, {{113},{ 8}}, +{{241},{ 8}}, {{ 9},{ 8}}, {{137},{ 8}}, {{ 73},{ 8}}, {{201},{ 8}}, +{{ 41},{ 8}}, {{169},{ 8}}, {{105},{ 8}}, {{233},{ 8}}, {{ 25},{ 8}}, +{{153},{ 8}}, {{ 89},{ 8}}, {{217},{ 8}}, {{ 57},{ 8}}, {{185},{ 8}}, +{{121},{ 8}}, {{249},{ 8}}, {{ 5},{ 8}}, {{133},{ 8}}, {{ 69},{ 8}}, +{{197},{ 8}}, {{ 37},{ 8}}, {{165},{ 8}}, {{101},{ 8}}, {{229},{ 8}}, +{{ 21},{ 8}}, {{149},{ 8}}, {{ 85},{ 8}}, {{213},{ 8}}, {{ 53},{ 8}}, +{{181},{ 8}}, {{117},{ 8}}, {{245},{ 8}}, {{ 13},{ 8}}, {{141},{ 8}}, +{{ 77},{ 8}}, {{205},{ 8}}, {{ 45},{ 8}}, {{173},{ 8}}, {{109},{ 8}}, +{{237},{ 8}}, {{ 29},{ 8}}, {{157},{ 8}}, {{ 93},{ 8}}, {{221},{ 8}}, +{{ 61},{ 8}}, {{189},{ 8}}, {{125},{ 8}}, {{253},{ 8}}, {{ 19},{ 9}}, +{{275},{ 9}}, {{147},{ 9}}, {{403},{ 9}}, {{ 83},{ 9}}, {{339},{ 9}}, +{{211},{ 9}}, {{467},{ 9}}, {{ 51},{ 9}}, {{307},{ 9}}, {{179},{ 9}}, +{{435},{ 9}}, {{115},{ 9}}, {{371},{ 9}}, {{243},{ 9}}, {{499},{ 9}}, +{{ 11},{ 9}}, {{267},{ 9}}, {{139},{ 9}}, {{395},{ 9}}, {{ 75},{ 9}}, +{{331},{ 9}}, {{203},{ 9}}, {{459},{ 9}}, {{ 43},{ 9}}, {{299},{ 9}}, +{{171},{ 9}}, {{427},{ 9}}, {{107},{ 9}}, {{363},{ 9}}, {{235},{ 9}}, +{{491},{ 9}}, {{ 27},{ 9}}, {{283},{ 9}}, {{155},{ 9}}, {{411},{ 9}}, +{{ 91},{ 9}}, {{347},{ 9}}, {{219},{ 9}}, {{475},{ 9}}, {{ 59},{ 9}}, +{{315},{ 9}}, {{187},{ 9}}, {{443},{ 9}}, {{123},{ 9}}, {{379},{ 9}}, +{{251},{ 9}}, {{507},{ 9}}, {{ 7},{ 9}}, {{263},{ 9}}, {{135},{ 9}}, +{{391},{ 9}}, {{ 71},{ 9}}, {{327},{ 9}}, {{199},{ 9}}, {{455},{ 9}}, +{{ 39},{ 9}}, {{295},{ 9}}, {{167},{ 9}}, {{423},{ 9}}, {{103},{ 9}}, +{{359},{ 9}}, {{231},{ 9}}, {{487},{ 9}}, {{ 23},{ 9}}, {{279},{ 9}}, +{{151},{ 9}}, {{407},{ 9}}, {{ 87},{ 9}}, {{343},{ 9}}, {{215},{ 9}}, +{{471},{ 9}}, {{ 55},{ 9}}, {{311},{ 9}}, {{183},{ 9}}, {{439},{ 9}}, +{{119},{ 9}}, {{375},{ 9}}, {{247},{ 9}}, {{503},{ 9}}, {{ 15},{ 9}}, +{{271},{ 9}}, {{143},{ 9}}, {{399},{ 9}}, {{ 79},{ 9}}, {{335},{ 9}}, +{{207},{ 9}}, {{463},{ 9}}, {{ 47},{ 9}}, {{303},{ 9}}, {{175},{ 9}}, +{{431},{ 9}}, {{111},{ 9}}, {{367},{ 9}}, {{239},{ 9}}, {{495},{ 9}}, +{{ 31},{ 9}}, {{287},{ 9}}, {{159},{ 9}}, {{415},{ 9}}, {{ 95},{ 9}}, +{{351},{ 9}}, {{223},{ 9}}, {{479},{ 9}}, {{ 63},{ 9}}, {{319},{ 9}}, +{{191},{ 9}}, {{447},{ 9}}, {{127},{ 9}}, {{383},{ 9}}, {{255},{ 9}}, +{{511},{ 9}}, {{ 0},{ 7}}, {{ 64},{ 7}}, {{ 32},{ 7}}, {{ 96},{ 7}}, +{{ 16},{ 7}}, {{ 80},{ 7}}, {{ 48},{ 7}}, {{112},{ 7}}, {{ 8},{ 7}}, +{{ 72},{ 7}}, {{ 40},{ 7}}, {{104},{ 7}}, {{ 24},{ 7}}, {{ 88},{ 7}}, +{{ 56},{ 7}}, {{120},{ 7}}, {{ 4},{ 7}}, {{ 68},{ 7}}, {{ 36},{ 7}}, +{{100},{ 7}}, {{ 20},{ 7}}, {{ 84},{ 7}}, {{ 52},{ 7}}, {{116},{ 7}}, +{{ 3},{ 8}}, {{131},{ 8}}, {{ 67},{ 8}}, {{195},{ 8}}, {{ 35},{ 8}}, +{{163},{ 8}}, {{ 99},{ 8}}, {{227},{ 8}} +}; + +local const ct_data static_dtree[D_CODES] = { +{{ 0},{ 5}}, {{16},{ 5}}, {{ 8},{ 5}}, {{24},{ 5}}, {{ 4},{ 5}}, +{{20},{ 5}}, {{12},{ 5}}, {{28},{ 5}}, {{ 2},{ 5}}, {{18},{ 5}}, +{{10},{ 5}}, {{26},{ 5}}, {{ 6},{ 5}}, {{22},{ 5}}, {{14},{ 5}}, +{{30},{ 5}}, {{ 1},{ 5}}, {{17},{ 5}}, {{ 9},{ 5}}, {{25},{ 5}}, +{{ 5},{ 5}}, {{21},{ 5}}, {{13},{ 5}}, {{29},{ 5}}, {{ 3},{ 5}}, +{{19},{ 5}}, {{11},{ 5}}, {{27},{ 5}}, {{ 7},{ 5}}, {{23},{ 5}} +}; + +const uch ZLIB_INTERNAL _dist_code[DIST_CODE_LEN] = { + 0, 1, 2, 3, 4, 4, 5, 5, 6, 6, 6, 6, 7, 7, 7, 7, 8, 8, 8, 8, + 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 10, 10, 10, 10, 10, 10, +10, 10, 10, 10, 10, 10, 10, 10, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, +11, 11, 11, 11, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, +12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 13, 13, 13, 13, +13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, +13, 13, 13, 13, 13, 13, 13, 13, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, +14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, +14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, +14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 15, 15, 15, 15, 15, 15, 15, 15, +15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, +15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, +15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 0, 0, 16, 17, +18, 18, 19, 19, 20, 20, 20, 20, 21, 21, 21, 21, 22, 22, 22, 22, 22, 22, 22, 22, +23, 23, 23, 23, 23, 23, 23, 23, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, +24, 24, 24, 24, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, +26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, +26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 27, 27, 27, 27, 27, 27, 27, 27, +27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, +27, 27, 27, 27, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, +28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, +28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, +28, 28, 28, 28, 28, 28, 28, 28, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, +29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, +29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, +29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29 +}; + +const uch ZLIB_INTERNAL _length_code[MAX_MATCH-MIN_MATCH+1]= { + 0, 1, 2, 3, 4, 5, 6, 7, 8, 8, 9, 9, 10, 10, 11, 11, 12, 12, 12, 12, +13, 13, 13, 13, 14, 14, 14, 14, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, +17, 17, 17, 17, 17, 17, 17, 17, 18, 18, 18, 18, 18, 18, 18, 18, 19, 19, 19, 19, +19, 19, 19, 19, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, 20, +21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 22, 22, 22, 22, +22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 23, 23, 23, 23, 23, 23, 23, 23, +23, 23, 23, 23, 23, 23, 23, 23, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, +24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, +25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, +25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 26, 26, 26, 26, 26, 26, 26, 26, +26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, +26, 26, 26, 26, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, +27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 28 +}; + +local const int base_length[LENGTH_CODES] = { +0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 12, 14, 16, 20, 24, 28, 32, 40, 48, 56, +64, 80, 96, 112, 128, 160, 192, 224, 0 +}; + +local const int base_dist[D_CODES] = { + 0, 1, 2, 3, 4, 6, 8, 12, 16, 24, + 32, 48, 64, 96, 128, 192, 256, 384, 512, 768, + 1024, 1536, 2048, 3072, 4096, 6144, 8192, 12288, 16384, 24576 +}; + diff --git a/3rdparty/hgOCR/leptonica/include/zconf.h b/3rdparty/hgOCR/leptonica/include/zconf.h new file mode 100644 index 00000000..5e1d68a0 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/zconf.h @@ -0,0 +1,534 @@ +/* zconf.h -- configuration of the zlib compression library + * Copyright (C) 1995-2016 Jean-loup Gailly, Mark Adler + * For conditions of distribution and use, see copyright notice in zlib.h + */ + +/* @(#) $Id$ */ + +#ifndef ZCONF_H +#define ZCONF_H + +/* + * If you *really* need a unique prefix for all types and library functions, + * compile with -DZ_PREFIX. The "standard" zlib should be compiled without it. + * Even better than compiling with -DZ_PREFIX would be to use configure to set + * this permanently in zconf.h using "./configure --zprefix". + */ +#ifdef Z_PREFIX /* may be set to #if 1 by ./configure */ +# define Z_PREFIX_SET + +/* all linked symbols and init macros */ +# define _dist_code z__dist_code +# define _length_code z__length_code +# define _tr_align z__tr_align +# define _tr_flush_bits z__tr_flush_bits +# define _tr_flush_block z__tr_flush_block +# define _tr_init z__tr_init +# define _tr_stored_block z__tr_stored_block +# define _tr_tally z__tr_tally +# define adler32 z_adler32 +# define adler32_combine z_adler32_combine +# define adler32_combine64 z_adler32_combine64 +# define adler32_z z_adler32_z +# ifndef Z_SOLO +# define compress z_compress +# define compress2 z_compress2 +# define compressBound z_compressBound +# endif +# define crc32 z_crc32 +# define crc32_combine z_crc32_combine +# define crc32_combine64 z_crc32_combine64 +# define crc32_z z_crc32_z +# define deflate z_deflate +# define deflateBound z_deflateBound +# define deflateCopy z_deflateCopy +# define deflateEnd z_deflateEnd +# define deflateGetDictionary z_deflateGetDictionary +# define deflateInit z_deflateInit +# define deflateInit2 z_deflateInit2 +# define deflateInit2_ z_deflateInit2_ +# define deflateInit_ z_deflateInit_ +# define deflateParams z_deflateParams +# define deflatePending z_deflatePending +# define deflatePrime z_deflatePrime +# define deflateReset z_deflateReset +# define deflateResetKeep z_deflateResetKeep +# define deflateSetDictionary z_deflateSetDictionary +# define deflateSetHeader z_deflateSetHeader +# define deflateTune z_deflateTune +# define deflate_copyright z_deflate_copyright +# define get_crc_table z_get_crc_table +# ifndef Z_SOLO +# define gz_error z_gz_error +# define gz_intmax z_gz_intmax +# define gz_strwinerror z_gz_strwinerror +# define gzbuffer z_gzbuffer +# define gzclearerr z_gzclearerr +# define gzclose z_gzclose +# define gzclose_r z_gzclose_r +# define gzclose_w z_gzclose_w +# define gzdirect z_gzdirect +# define gzdopen z_gzdopen +# define gzeof z_gzeof +# define gzerror z_gzerror +# define gzflush z_gzflush +# define gzfread z_gzfread +# define gzfwrite z_gzfwrite +# define gzgetc z_gzgetc +# define gzgetc_ z_gzgetc_ +# define gzgets z_gzgets +# define gzoffset z_gzoffset +# define gzoffset64 z_gzoffset64 +# define gzopen z_gzopen +# define gzopen64 z_gzopen64 +# ifdef _WIN32 +# define gzopen_w z_gzopen_w +# endif +# define gzprintf z_gzprintf +# define gzputc z_gzputc +# define gzputs z_gzputs +# define gzread z_gzread +# define gzrewind z_gzrewind +# define gzseek z_gzseek +# define gzseek64 z_gzseek64 +# define gzsetparams z_gzsetparams +# define gztell z_gztell +# define gztell64 z_gztell64 +# define gzungetc z_gzungetc +# define gzvprintf z_gzvprintf +# define gzwrite z_gzwrite +# endif +# define inflate z_inflate +# define inflateBack z_inflateBack +# define inflateBackEnd z_inflateBackEnd +# define inflateBackInit z_inflateBackInit +# define inflateBackInit_ z_inflateBackInit_ +# define inflateCodesUsed z_inflateCodesUsed +# define inflateCopy z_inflateCopy +# define inflateEnd z_inflateEnd +# define inflateGetDictionary z_inflateGetDictionary +# define inflateGetHeader z_inflateGetHeader +# define inflateInit z_inflateInit +# define inflateInit2 z_inflateInit2 +# define inflateInit2_ z_inflateInit2_ +# define inflateInit_ z_inflateInit_ +# define inflateMark z_inflateMark +# define inflatePrime z_inflatePrime +# define inflateReset z_inflateReset +# define inflateReset2 z_inflateReset2 +# define inflateResetKeep z_inflateResetKeep +# define inflateSetDictionary z_inflateSetDictionary +# define inflateSync z_inflateSync +# define inflateSyncPoint z_inflateSyncPoint +# define inflateUndermine z_inflateUndermine +# define inflateValidate z_inflateValidate +# define inflate_copyright z_inflate_copyright +# define inflate_fast z_inflate_fast +# define inflate_table z_inflate_table +# ifndef Z_SOLO +# define uncompress z_uncompress +# define uncompress2 z_uncompress2 +# endif +# define zError z_zError +# ifndef Z_SOLO +# define zcalloc z_zcalloc +# define zcfree z_zcfree +# endif +# define zlibCompileFlags z_zlibCompileFlags +# define zlibVersion z_zlibVersion + +/* all zlib typedefs in zlib.h and zconf.h */ +# define Byte z_Byte +# define Bytef z_Bytef +# define alloc_func z_alloc_func +# define charf z_charf +# define free_func z_free_func +# ifndef Z_SOLO +# define gzFile z_gzFile +# endif +# define gz_header z_gz_header +# define gz_headerp z_gz_headerp +# define in_func z_in_func +# define intf z_intf +# define out_func z_out_func +# define uInt z_uInt +# define uIntf z_uIntf +# define uLong z_uLong +# define uLongf z_uLongf +# define voidp z_voidp +# define voidpc z_voidpc +# define voidpf z_voidpf + +/* all zlib structs in zlib.h and zconf.h */ +# define gz_header_s z_gz_header_s +# define internal_state z_internal_state + +#endif + +#if defined(__MSDOS__) && !defined(MSDOS) +# define MSDOS +#endif +#if (defined(OS_2) || defined(__OS2__)) && !defined(OS2) +# define OS2 +#endif +#if defined(_WINDOWS) && !defined(WINDOWS) +# define WINDOWS +#endif +#if defined(_WIN32) || defined(_WIN32_WCE) || defined(__WIN32__) +# ifndef WIN32 +# define WIN32 +# endif +#endif +#if (defined(MSDOS) || defined(OS2) || defined(WINDOWS)) && !defined(WIN32) +# if !defined(__GNUC__) && !defined(__FLAT__) && !defined(__386__) +# ifndef SYS16BIT +# define SYS16BIT +# endif +# endif +#endif + +/* + * Compile with -DMAXSEG_64K if the alloc function cannot allocate more + * than 64k bytes at a time (needed on systems with 16-bit int). + */ +#ifdef SYS16BIT +# define MAXSEG_64K +#endif +#ifdef MSDOS +# define UNALIGNED_OK +#endif + +#ifdef __STDC_VERSION__ +# ifndef STDC +# define STDC +# endif +# if __STDC_VERSION__ >= 199901L +# ifndef STDC99 +# define STDC99 +# endif +# endif +#endif +#if !defined(STDC) && (defined(__STDC__) || defined(__cplusplus)) +# define STDC +#endif +#if !defined(STDC) && (defined(__GNUC__) || defined(__BORLANDC__)) +# define STDC +#endif +#if !defined(STDC) && (defined(MSDOS) || defined(WINDOWS) || defined(WIN32)) +# define STDC +#endif +#if !defined(STDC) && (defined(OS2) || defined(__HOS_AIX__)) +# define STDC +#endif + +#if defined(__OS400__) && !defined(STDC) /* iSeries (formerly AS/400). */ +# define STDC +#endif + +#ifndef STDC +# ifndef const /* cannot use !defined(STDC) && !defined(const) on Mac */ +# define const /* note: need a more gentle solution here */ +# endif +#endif + +#if defined(ZLIB_CONST) && !defined(z_const) +# define z_const const +#else +# define z_const +#endif + +#ifdef Z_SOLO + typedef unsigned long z_size_t; +#else +# define z_longlong long long +# if defined(NO_SIZE_T) + typedef unsigned NO_SIZE_T z_size_t; +# elif defined(STDC) +# include + typedef size_t z_size_t; +# else + typedef unsigned long z_size_t; +# endif +# undef z_longlong +#endif + +/* Maximum value for memLevel in deflateInit2 */ +#ifndef MAX_MEM_LEVEL +# ifdef MAXSEG_64K +# define MAX_MEM_LEVEL 8 +# else +# define MAX_MEM_LEVEL 9 +# endif +#endif + +/* Maximum value for windowBits in deflateInit2 and inflateInit2. + * WARNING: reducing MAX_WBITS makes minigzip unable to extract .gz files + * created by gzip. (Files created by minigzip can still be extracted by + * gzip.) + */ +#ifndef MAX_WBITS +# define MAX_WBITS 15 /* 32K LZ77 window */ +#endif + +/* The memory requirements for deflate are (in bytes): + (1 << (windowBits+2)) + (1 << (memLevel+9)) + that is: 128K for windowBits=15 + 128K for memLevel = 8 (default values) + plus a few kilobytes for small objects. For example, if you want to reduce + the default memory requirements from 256K to 128K, compile with + make CFLAGS="-O -DMAX_WBITS=14 -DMAX_MEM_LEVEL=7" + Of course this will generally degrade compression (there's no free lunch). + + The memory requirements for inflate are (in bytes) 1 << windowBits + that is, 32K for windowBits=15 (default value) plus about 7 kilobytes + for small objects. +*/ + + /* Type declarations */ + +#ifndef OF /* function prototypes */ +# ifdef STDC +# define OF(args) args +# else +# define OF(args) () +# endif +#endif + +#ifndef Z_ARG /* function prototypes for stdarg */ +# if defined(STDC) || defined(Z_HAVE_STDARG_H) +# define Z_ARG(args) args +# else +# define Z_ARG(args) () +# endif +#endif + +/* The following definitions for FAR are needed only for MSDOS mixed + * model programming (small or medium model with some far allocations). + * This was tested only with MSC; for other MSDOS compilers you may have + * to define NO_MEMCPY in zutil.h. If you don't need the mixed model, + * just define FAR to be empty. + */ +#ifdef SYS16BIT +# if defined(M_I86SM) || defined(M_I86MM) + /* MSC small or medium model */ +# define SMALL_MEDIUM +# ifdef _MSC_VER +# define FAR _far +# else +# define FAR far +# endif +# endif +# if (defined(__SMALL__) || defined(__MEDIUM__)) + /* Turbo C small or medium model */ +# define SMALL_MEDIUM +# ifdef __BORLANDC__ +# define FAR _far +# else +# define FAR far +# endif +# endif +#endif + +#if defined(WINDOWS) || defined(WIN32) + /* If building or using zlib as a DLL, define ZLIB_DLL. + * This is not mandatory, but it offers a little performance increase. + */ +# ifdef ZLIB_DLL +# if defined(WIN32) && (!defined(__BORLANDC__) || (__BORLANDC__ >= 0x500)) +# ifdef ZLIB_INTERNAL +# define ZEXTERN extern __declspec(dllexport) +# else +# define ZEXTERN extern __declspec(dllimport) +# endif +# endif +# endif /* ZLIB_DLL */ + /* If building or using zlib with the WINAPI/WINAPIV calling convention, + * define ZLIB_WINAPI. + * Caution: the standard ZLIB1.DLL is NOT compiled using ZLIB_WINAPI. + */ +# ifdef ZLIB_WINAPI +# ifdef FAR +# undef FAR +# endif +# include + /* No need for _export, use ZLIB.DEF instead. */ + /* For complete Windows compatibility, use WINAPI, not __stdcall. */ +# define ZEXPORT WINAPI +# ifdef WIN32 +# define ZEXPORTVA WINAPIV +# else +# define ZEXPORTVA FAR CDECL +# endif +# endif +#endif + +#if defined (__BEOS__) +# ifdef ZLIB_DLL +# ifdef ZLIB_INTERNAL +# define ZEXPORT __declspec(dllexport) +# define ZEXPORTVA __declspec(dllexport) +# else +# define ZEXPORT __declspec(dllimport) +# define ZEXPORTVA __declspec(dllimport) +# endif +# endif +#endif + +#ifndef ZEXTERN +# define ZEXTERN extern +#endif +#ifndef ZEXPORT +# define ZEXPORT +#endif +#ifndef ZEXPORTVA +# define ZEXPORTVA +#endif + +#ifndef FAR +# define FAR +#endif + +#if !defined(__MACTYPES__) +typedef unsigned char Byte; /* 8 bits */ +#endif +typedef unsigned int uInt; /* 16 bits or more */ +typedef unsigned long uLong; /* 32 bits or more */ + +#ifdef SMALL_MEDIUM + /* Borland C/C++ and some old MSC versions ignore FAR inside typedef */ +# define Bytef Byte FAR +#else + typedef Byte FAR Bytef; +#endif +typedef char FAR charf; +typedef int FAR intf; +typedef uInt FAR uIntf; +typedef uLong FAR uLongf; + +#ifdef STDC + typedef void const *voidpc; + typedef void FAR *voidpf; + typedef void *voidp; +#else + typedef Byte const *voidpc; + typedef Byte FAR *voidpf; + typedef Byte *voidp; +#endif + +#if !defined(Z_U4) && !defined(Z_SOLO) && defined(STDC) +# include +# if (UINT_MAX == 0xffffffffUL) +# define Z_U4 unsigned +# elif (ULONG_MAX == 0xffffffffUL) +# define Z_U4 unsigned long +# elif (USHRT_MAX == 0xffffffffUL) +# define Z_U4 unsigned short +# endif +#endif + +#ifdef Z_U4 + typedef Z_U4 z_crc_t; +#else + typedef unsigned long z_crc_t; +#endif + +#ifdef HAVE_UNISTD_H /* may be set to #if 1 by ./configure */ +# define Z_HAVE_UNISTD_H +#endif + +#ifdef HAVE_STDARG_H /* may be set to #if 1 by ./configure */ +# define Z_HAVE_STDARG_H +#endif + +#ifdef STDC +# ifndef Z_SOLO +# include /* for off_t */ +# endif +#endif + +#if defined(STDC) || defined(Z_HAVE_STDARG_H) +# ifndef Z_SOLO +# include /* for va_list */ +# endif +#endif + +#ifdef _WIN32 +# ifndef Z_SOLO +# include /* for wchar_t */ +# endif +#endif + +/* a little trick to accommodate both "#define _LARGEFILE64_SOURCE" and + * "#define _LARGEFILE64_SOURCE 1" as requesting 64-bit operations, (even + * though the former does not conform to the LFS document), but considering + * both "#undef _LARGEFILE64_SOURCE" and "#define _LARGEFILE64_SOURCE 0" as + * equivalently requesting no 64-bit operations + */ +#if defined(_LARGEFILE64_SOURCE) && -_LARGEFILE64_SOURCE - -1 == 1 +# undef _LARGEFILE64_SOURCE +#endif + +#if defined(__WATCOMC__) && !defined(Z_HAVE_UNISTD_H) +# define Z_HAVE_UNISTD_H +#endif +#ifndef Z_SOLO +# if defined(Z_HAVE_UNISTD_H) || defined(_LARGEFILE64_SOURCE) +# include /* for SEEK_*, off_t, and _LFS64_LARGEFILE */ +# ifdef VMS +# include /* for off_t */ +# endif +# ifndef z_off_t +# define z_off_t off_t +# endif +# endif +#endif + +#if defined(_LFS64_LARGEFILE) && _LFS64_LARGEFILE-0 +# define Z_LFS64 +#endif + +#if defined(_LARGEFILE64_SOURCE) && defined(Z_LFS64) +# define Z_LARGE64 +#endif + +#if defined(_FILE_OFFSET_BITS) && _FILE_OFFSET_BITS-0 == 64 && defined(Z_LFS64) +# define Z_WANT64 +#endif + +#if !defined(SEEK_SET) && !defined(Z_SOLO) +# define SEEK_SET 0 /* Seek from beginning of file. */ +# define SEEK_CUR 1 /* Seek from current position. */ +# define SEEK_END 2 /* Set file pointer to EOF plus "offset" */ +#endif + +#ifndef z_off_t +# define z_off_t long +#endif + +#if !defined(_WIN32) && defined(Z_LARGE64) +# define z_off64_t off64_t +#else +# if defined(_WIN32) && !defined(__GNUC__) && !defined(Z_SOLO) +# define z_off64_t __int64 +# else +# define z_off64_t z_off_t +# endif +#endif + +/* MVS linker does not support external names larger than 8 bytes */ +#if defined(__MVS__) + #pragma map(deflateInit_,"DEIN") + #pragma map(deflateInit2_,"DEIN2") + #pragma map(deflateEnd,"DEEND") + #pragma map(deflateBound,"DEBND") + #pragma map(inflateInit_,"ININ") + #pragma map(inflateInit2_,"ININ2") + #pragma map(inflateEnd,"INEND") + #pragma map(inflateSync,"INSY") + #pragma map(inflateSetDictionary,"INSEDI") + #pragma map(compressBound,"CMBND") + #pragma map(inflate_table,"INTABL") + #pragma map(inflate_fast,"INFA") + #pragma map(inflate_copyright,"INCOPY") +#endif + +#endif /* ZCONF_H */ diff --git a/3rdparty/hgOCR/leptonica/include/zlib.h b/3rdparty/hgOCR/leptonica/include/zlib.h new file mode 100644 index 00000000..f09cdaf1 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/zlib.h @@ -0,0 +1,1912 @@ +/* zlib.h -- interface of the 'zlib' general purpose compression library + version 1.2.11, January 15th, 2017 + + Copyright (C) 1995-2017 Jean-loup Gailly and Mark Adler + + This software is provided 'as-is', without any express or implied + warranty. In no event will the authors be held liable for any damages + arising from the use of this software. + + Permission is granted to anyone to use this software for any purpose, + including commercial applications, and to alter it and redistribute it + freely, subject to the following restrictions: + + 1. The origin of this software must not be misrepresented; you must not + claim that you wrote the original software. If you use this software + in a product, an acknowledgment in the product documentation would be + appreciated but is not required. + 2. Altered source versions must be plainly marked as such, and must not be + misrepresented as being the original software. + 3. This notice may not be removed or altered from any source distribution. + + Jean-loup Gailly Mark Adler + jloup@gzip.org madler@alumni.caltech.edu + + + The data format used by the zlib library is described by RFCs (Request for + Comments) 1950 to 1952 in the files http://tools.ietf.org/html/rfc1950 + (zlib format), rfc1951 (deflate format) and rfc1952 (gzip format). +*/ + +#ifndef ZLIB_H +#define ZLIB_H + +#include "zconf.h" + +#ifdef __cplusplus +extern "C" { +#endif + +#define ZLIB_VERSION "1.2.11" +#define ZLIB_VERNUM 0x12b0 +#define ZLIB_VER_MAJOR 1 +#define ZLIB_VER_MINOR 2 +#define ZLIB_VER_REVISION 11 +#define ZLIB_VER_SUBREVISION 0 + +/* + The 'zlib' compression library provides in-memory compression and + decompression functions, including integrity checks of the uncompressed data. + This version of the library supports only one compression method (deflation) + but other algorithms will be added later and will have the same stream + interface. + + Compression can be done in a single step if the buffers are large enough, + or can be done by repeated calls of the compression function. In the latter + case, the application must provide more input and/or consume the output + (providing more output space) before each call. + + The compressed data format used by default by the in-memory functions is + the zlib format, which is a zlib wrapper documented in RFC 1950, wrapped + around a deflate stream, which is itself documented in RFC 1951. + + The library also supports reading and writing files in gzip (.gz) format + with an interface similar to that of stdio using the functions that start + with "gz". The gzip format is different from the zlib format. gzip is a + gzip wrapper, documented in RFC 1952, wrapped around a deflate stream. + + This library can optionally read and write gzip and raw deflate streams in + memory as well. + + The zlib format was designed to be compact and fast for use in memory + and on communications channels. The gzip format was designed for single- + file compression on file systems, has a larger header than zlib to maintain + directory information, and uses a different, slower check method than zlib. + + The library does not install any signal handler. The decoder checks + the consistency of the compressed data, so the library should never crash + even in the case of corrupted input. +*/ + +typedef voidpf (*alloc_func) OF((voidpf opaque, uInt items, uInt size)); +typedef void (*free_func) OF((voidpf opaque, voidpf address)); + +struct internal_state; + +typedef struct z_stream_s { + z_const Bytef *next_in; /* next input byte */ + uInt avail_in; /* number of bytes available at next_in */ + uLong total_in; /* total number of input bytes read so far */ + + Bytef *next_out; /* next output byte will go here */ + uInt avail_out; /* remaining free space at next_out */ + uLong total_out; /* total number of bytes output so far */ + + z_const char *msg; /* last error message, NULL if no error */ + struct internal_state FAR *state; /* not visible by applications */ + + alloc_func zalloc; /* used to allocate the internal state */ + free_func zfree; /* used to free the internal state */ + voidpf opaque; /* private data object passed to zalloc and zfree */ + + int data_type; /* best guess about the data type: binary or text + for deflate, or the decoding state for inflate */ + uLong adler; /* Adler-32 or CRC-32 value of the uncompressed data */ + uLong reserved; /* reserved for future use */ +} z_stream; + +typedef z_stream FAR *z_streamp; + +/* + gzip header information passed to and from zlib routines. See RFC 1952 + for more details on the meanings of these fields. +*/ +typedef struct gz_header_s { + int text; /* true if compressed data believed to be text */ + uLong time; /* modification time */ + int xflags; /* extra flags (not used when writing a gzip file) */ + int os; /* operating system */ + Bytef *extra; /* pointer to extra field or Z_NULL if none */ + uInt extra_len; /* extra field length (valid if extra != Z_NULL) */ + uInt extra_max; /* space at extra (only when reading header) */ + Bytef *name; /* pointer to zero-terminated file name or Z_NULL */ + uInt name_max; /* space at name (only when reading header) */ + Bytef *comment; /* pointer to zero-terminated comment or Z_NULL */ + uInt comm_max; /* space at comment (only when reading header) */ + int hcrc; /* true if there was or will be a header crc */ + int done; /* true when done reading gzip header (not used + when writing a gzip file) */ +} gz_header; + +typedef gz_header FAR *gz_headerp; + +/* + The application must update next_in and avail_in when avail_in has dropped + to zero. It must update next_out and avail_out when avail_out has dropped + to zero. The application must initialize zalloc, zfree and opaque before + calling the init function. All other fields are set by the compression + library and must not be updated by the application. + + The opaque value provided by the application will be passed as the first + parameter for calls of zalloc and zfree. This can be useful for custom + memory management. The compression library attaches no meaning to the + opaque value. + + zalloc must return Z_NULL if there is not enough memory for the object. + If zlib is used in a multi-threaded application, zalloc and zfree must be + thread safe. In that case, zlib is thread-safe. When zalloc and zfree are + Z_NULL on entry to the initialization function, they are set to internal + routines that use the standard library functions malloc() and free(). + + On 16-bit systems, the functions zalloc and zfree must be able to allocate + exactly 65536 bytes, but will not be required to allocate more than this if + the symbol MAXSEG_64K is defined (see zconf.h). WARNING: On MSDOS, pointers + returned by zalloc for objects of exactly 65536 bytes *must* have their + offset normalized to zero. The default allocation function provided by this + library ensures this (see zutil.c). To reduce memory requirements and avoid + any allocation of 64K objects, at the expense of compression ratio, compile + the library with -DMAX_WBITS=14 (see zconf.h). + + The fields total_in and total_out can be used for statistics or progress + reports. After compression, total_in holds the total size of the + uncompressed data and may be saved for use by the decompressor (particularly + if the decompressor wants to decompress everything in a single step). +*/ + + /* constants */ + +#define Z_NO_FLUSH 0 +#define Z_PARTIAL_FLUSH 1 +#define Z_SYNC_FLUSH 2 +#define Z_FULL_FLUSH 3 +#define Z_FINISH 4 +#define Z_BLOCK 5 +#define Z_TREES 6 +/* Allowed flush values; see deflate() and inflate() below for details */ + +#define Z_OK 0 +#define Z_STREAM_END 1 +#define Z_NEED_DICT 2 +#define Z_ERRNO (-1) +#define Z_STREAM_ERROR (-2) +#define Z_DATA_ERROR (-3) +#define Z_MEM_ERROR (-4) +#define Z_BUF_ERROR (-5) +#define Z_VERSION_ERROR (-6) +/* Return codes for the compression/decompression functions. Negative values + * are errors, positive values are used for special but normal events. + */ + +#define Z_NO_COMPRESSION 0 +#define Z_BEST_SPEED 1 +#define Z_BEST_COMPRESSION 9 +#define Z_DEFAULT_COMPRESSION (-1) +/* compression levels */ + +#define Z_FILTERED 1 +#define Z_HUFFMAN_ONLY 2 +#define Z_RLE 3 +#define Z_FIXED 4 +#define Z_DEFAULT_STRATEGY 0 +/* compression strategy; see deflateInit2() below for details */ + +#define Z_BINARY 0 +#define Z_TEXT 1 +#define Z_ASCII Z_TEXT /* for compatibility with 1.2.2 and earlier */ +#define Z_UNKNOWN 2 +/* Possible values of the data_type field for deflate() */ + +#define Z_DEFLATED 8 +/* The deflate compression method (the only one supported in this version) */ + +#define Z_NULL 0 /* for initializing zalloc, zfree, opaque */ + +#define zlib_version zlibVersion() +/* for compatibility with versions < 1.0.2 */ + + + /* basic functions */ + +ZEXTERN const char * ZEXPORT zlibVersion OF((void)); +/* The application can compare zlibVersion and ZLIB_VERSION for consistency. + If the first character differs, the library code actually used is not + compatible with the zlib.h header file used by the application. This check + is automatically made by deflateInit and inflateInit. + */ + +/* +ZEXTERN int ZEXPORT deflateInit OF((z_streamp strm, int level)); + + Initializes the internal stream state for compression. The fields + zalloc, zfree and opaque must be initialized before by the caller. If + zalloc and zfree are set to Z_NULL, deflateInit updates them to use default + allocation functions. + + The compression level must be Z_DEFAULT_COMPRESSION, or between 0 and 9: + 1 gives best speed, 9 gives best compression, 0 gives no compression at all + (the input data is simply copied a block at a time). Z_DEFAULT_COMPRESSION + requests a default compromise between speed and compression (currently + equivalent to level 6). + + deflateInit returns Z_OK if success, Z_MEM_ERROR if there was not enough + memory, Z_STREAM_ERROR if level is not a valid compression level, or + Z_VERSION_ERROR if the zlib library version (zlib_version) is incompatible + with the version assumed by the caller (ZLIB_VERSION). msg is set to null + if there is no error message. deflateInit does not perform any compression: + this will be done by deflate(). +*/ + + +ZEXTERN int ZEXPORT deflate OF((z_streamp strm, int flush)); +/* + deflate compresses as much data as possible, and stops when the input + buffer becomes empty or the output buffer becomes full. It may introduce + some output latency (reading input without producing any output) except when + forced to flush. + + The detailed semantics are as follows. deflate performs one or both of the + following actions: + + - Compress more input starting at next_in and update next_in and avail_in + accordingly. If not all input can be processed (because there is not + enough room in the output buffer), next_in and avail_in are updated and + processing will resume at this point for the next call of deflate(). + + - Generate more output starting at next_out and update next_out and avail_out + accordingly. This action is forced if the parameter flush is non zero. + Forcing flush frequently degrades the compression ratio, so this parameter + should be set only when necessary. Some output may be provided even if + flush is zero. + + Before the call of deflate(), the application should ensure that at least + one of the actions is possible, by providing more input and/or consuming more + output, and updating avail_in or avail_out accordingly; avail_out should + never be zero before the call. The application can consume the compressed + output when it wants, for example when the output buffer is full (avail_out + == 0), or after each call of deflate(). If deflate returns Z_OK and with + zero avail_out, it must be called again after making room in the output + buffer because there might be more output pending. See deflatePending(), + which can be used if desired to determine whether or not there is more ouput + in that case. + + Normally the parameter flush is set to Z_NO_FLUSH, which allows deflate to + decide how much data to accumulate before producing output, in order to + maximize compression. + + If the parameter flush is set to Z_SYNC_FLUSH, all pending output is + flushed to the output buffer and the output is aligned on a byte boundary, so + that the decompressor can get all input data available so far. (In + particular avail_in is zero after the call if enough output space has been + provided before the call.) Flushing may degrade compression for some + compression algorithms and so it should be used only when necessary. This + completes the current deflate block and follows it with an empty stored block + that is three bits plus filler bits to the next byte, followed by four bytes + (00 00 ff ff). + + If flush is set to Z_PARTIAL_FLUSH, all pending output is flushed to the + output buffer, but the output is not aligned to a byte boundary. All of the + input data so far will be available to the decompressor, as for Z_SYNC_FLUSH. + This completes the current deflate block and follows it with an empty fixed + codes block that is 10 bits long. This assures that enough bytes are output + in order for the decompressor to finish the block before the empty fixed + codes block. + + If flush is set to Z_BLOCK, a deflate block is completed and emitted, as + for Z_SYNC_FLUSH, but the output is not aligned on a byte boundary, and up to + seven bits of the current block are held to be written as the next byte after + the next deflate block is completed. In this case, the decompressor may not + be provided enough bits at this point in order to complete decompression of + the data provided so far to the compressor. It may need to wait for the next + block to be emitted. This is for advanced applications that need to control + the emission of deflate blocks. + + If flush is set to Z_FULL_FLUSH, all output is flushed as with + Z_SYNC_FLUSH, and the compression state is reset so that decompression can + restart from this point if previous compressed data has been damaged or if + random access is desired. Using Z_FULL_FLUSH too often can seriously degrade + compression. + + If deflate returns with avail_out == 0, this function must be called again + with the same value of the flush parameter and more output space (updated + avail_out), until the flush is complete (deflate returns with non-zero + avail_out). In the case of a Z_FULL_FLUSH or Z_SYNC_FLUSH, make sure that + avail_out is greater than six to avoid repeated flush markers due to + avail_out == 0 on return. + + If the parameter flush is set to Z_FINISH, pending input is processed, + pending output is flushed and deflate returns with Z_STREAM_END if there was + enough output space. If deflate returns with Z_OK or Z_BUF_ERROR, this + function must be called again with Z_FINISH and more output space (updated + avail_out) but no more input data, until it returns with Z_STREAM_END or an + error. After deflate has returned Z_STREAM_END, the only possible operations + on the stream are deflateReset or deflateEnd. + + Z_FINISH can be used in the first deflate call after deflateInit if all the + compression is to be done in a single step. In order to complete in one + call, avail_out must be at least the value returned by deflateBound (see + below). Then deflate is guaranteed to return Z_STREAM_END. If not enough + output space is provided, deflate will not return Z_STREAM_END, and it must + be called again as described above. + + deflate() sets strm->adler to the Adler-32 checksum of all input read + so far (that is, total_in bytes). If a gzip stream is being generated, then + strm->adler will be the CRC-32 checksum of the input read so far. (See + deflateInit2 below.) + + deflate() may update strm->data_type if it can make a good guess about + the input data type (Z_BINARY or Z_TEXT). If in doubt, the data is + considered binary. This field is only for information purposes and does not + affect the compression algorithm in any manner. + + deflate() returns Z_OK if some progress has been made (more input + processed or more output produced), Z_STREAM_END if all input has been + consumed and all output has been produced (only when flush is set to + Z_FINISH), Z_STREAM_ERROR if the stream state was inconsistent (for example + if next_in or next_out was Z_NULL or the state was inadvertently written over + by the application), or Z_BUF_ERROR if no progress is possible (for example + avail_in or avail_out was zero). Note that Z_BUF_ERROR is not fatal, and + deflate() can be called again with more input and more output space to + continue compressing. +*/ + + +ZEXTERN int ZEXPORT deflateEnd OF((z_streamp strm)); +/* + All dynamically allocated data structures for this stream are freed. + This function discards any unprocessed input and does not flush any pending + output. + + deflateEnd returns Z_OK if success, Z_STREAM_ERROR if the + stream state was inconsistent, Z_DATA_ERROR if the stream was freed + prematurely (some input or output was discarded). In the error case, msg + may be set but then points to a static string (which must not be + deallocated). +*/ + + +/* +ZEXTERN int ZEXPORT inflateInit OF((z_streamp strm)); + + Initializes the internal stream state for decompression. The fields + next_in, avail_in, zalloc, zfree and opaque must be initialized before by + the caller. In the current version of inflate, the provided input is not + read or consumed. The allocation of a sliding window will be deferred to + the first call of inflate (if the decompression does not complete on the + first call). If zalloc and zfree are set to Z_NULL, inflateInit updates + them to use default allocation functions. + + inflateInit returns Z_OK if success, Z_MEM_ERROR if there was not enough + memory, Z_VERSION_ERROR if the zlib library version is incompatible with the + version assumed by the caller, or Z_STREAM_ERROR if the parameters are + invalid, such as a null pointer to the structure. msg is set to null if + there is no error message. inflateInit does not perform any decompression. + Actual decompression will be done by inflate(). So next_in, and avail_in, + next_out, and avail_out are unused and unchanged. The current + implementation of inflateInit() does not process any header information -- + that is deferred until inflate() is called. +*/ + + +ZEXTERN int ZEXPORT inflate OF((z_streamp strm, int flush)); +/* + inflate decompresses as much data as possible, and stops when the input + buffer becomes empty or the output buffer becomes full. It may introduce + some output latency (reading input without producing any output) except when + forced to flush. + + The detailed semantics are as follows. inflate performs one or both of the + following actions: + + - Decompress more input starting at next_in and update next_in and avail_in + accordingly. If not all input can be processed (because there is not + enough room in the output buffer), then next_in and avail_in are updated + accordingly, and processing will resume at this point for the next call of + inflate(). + + - Generate more output starting at next_out and update next_out and avail_out + accordingly. inflate() provides as much output as possible, until there is + no more input data or no more space in the output buffer (see below about + the flush parameter). + + Before the call of inflate(), the application should ensure that at least + one of the actions is possible, by providing more input and/or consuming more + output, and updating the next_* and avail_* values accordingly. If the + caller of inflate() does not provide both available input and available + output space, it is possible that there will be no progress made. The + application can consume the uncompressed output when it wants, for example + when the output buffer is full (avail_out == 0), or after each call of + inflate(). If inflate returns Z_OK and with zero avail_out, it must be + called again after making room in the output buffer because there might be + more output pending. + + The flush parameter of inflate() can be Z_NO_FLUSH, Z_SYNC_FLUSH, Z_FINISH, + Z_BLOCK, or Z_TREES. Z_SYNC_FLUSH requests that inflate() flush as much + output as possible to the output buffer. Z_BLOCK requests that inflate() + stop if and when it gets to the next deflate block boundary. When decoding + the zlib or gzip format, this will cause inflate() to return immediately + after the header and before the first block. When doing a raw inflate, + inflate() will go ahead and process the first block, and will return when it + gets to the end of that block, or when it runs out of data. + + The Z_BLOCK option assists in appending to or combining deflate streams. + To assist in this, on return inflate() always sets strm->data_type to the + number of unused bits in the last byte taken from strm->next_in, plus 64 if + inflate() is currently decoding the last block in the deflate stream, plus + 128 if inflate() returned immediately after decoding an end-of-block code or + decoding the complete header up to just before the first byte of the deflate + stream. The end-of-block will not be indicated until all of the uncompressed + data from that block has been written to strm->next_out. The number of + unused bits may in general be greater than seven, except when bit 7 of + data_type is set, in which case the number of unused bits will be less than + eight. data_type is set as noted here every time inflate() returns for all + flush options, and so can be used to determine the amount of currently + consumed input in bits. + + The Z_TREES option behaves as Z_BLOCK does, but it also returns when the + end of each deflate block header is reached, before any actual data in that + block is decoded. This allows the caller to determine the length of the + deflate block header for later use in random access within a deflate block. + 256 is added to the value of strm->data_type when inflate() returns + immediately after reaching the end of the deflate block header. + + inflate() should normally be called until it returns Z_STREAM_END or an + error. However if all decompression is to be performed in a single step (a + single call of inflate), the parameter flush should be set to Z_FINISH. In + this case all pending input is processed and all pending output is flushed; + avail_out must be large enough to hold all of the uncompressed data for the + operation to complete. (The size of the uncompressed data may have been + saved by the compressor for this purpose.) The use of Z_FINISH is not + required to perform an inflation in one step. However it may be used to + inform inflate that a faster approach can be used for the single inflate() + call. Z_FINISH also informs inflate to not maintain a sliding window if the + stream completes, which reduces inflate's memory footprint. If the stream + does not complete, either because not all of the stream is provided or not + enough output space is provided, then a sliding window will be allocated and + inflate() can be called again to continue the operation as if Z_NO_FLUSH had + been used. + + In this implementation, inflate() always flushes as much output as + possible to the output buffer, and always uses the faster approach on the + first call. So the effects of the flush parameter in this implementation are + on the return value of inflate() as noted below, when inflate() returns early + when Z_BLOCK or Z_TREES is used, and when inflate() avoids the allocation of + memory for a sliding window when Z_FINISH is used. + + If a preset dictionary is needed after this call (see inflateSetDictionary + below), inflate sets strm->adler to the Adler-32 checksum of the dictionary + chosen by the compressor and returns Z_NEED_DICT; otherwise it sets + strm->adler to the Adler-32 checksum of all output produced so far (that is, + total_out bytes) and returns Z_OK, Z_STREAM_END or an error code as described + below. At the end of the stream, inflate() checks that its computed Adler-32 + checksum is equal to that saved by the compressor and returns Z_STREAM_END + only if the checksum is correct. + + inflate() can decompress and check either zlib-wrapped or gzip-wrapped + deflate data. The header type is detected automatically, if requested when + initializing with inflateInit2(). Any information contained in the gzip + header is not retained unless inflateGetHeader() is used. When processing + gzip-wrapped deflate data, strm->adler32 is set to the CRC-32 of the output + produced so far. The CRC-32 is checked against the gzip trailer, as is the + uncompressed length, modulo 2^32. + + inflate() returns Z_OK if some progress has been made (more input processed + or more output produced), Z_STREAM_END if the end of the compressed data has + been reached and all uncompressed output has been produced, Z_NEED_DICT if a + preset dictionary is needed at this point, Z_DATA_ERROR if the input data was + corrupted (input stream not conforming to the zlib format or incorrect check + value, in which case strm->msg points to a string with a more specific + error), Z_STREAM_ERROR if the stream structure was inconsistent (for example + next_in or next_out was Z_NULL, or the state was inadvertently written over + by the application), Z_MEM_ERROR if there was not enough memory, Z_BUF_ERROR + if no progress was possible or if there was not enough room in the output + buffer when Z_FINISH is used. Note that Z_BUF_ERROR is not fatal, and + inflate() can be called again with more input and more output space to + continue decompressing. If Z_DATA_ERROR is returned, the application may + then call inflateSync() to look for a good compression block if a partial + recovery of the data is to be attempted. +*/ + + +ZEXTERN int ZEXPORT inflateEnd OF((z_streamp strm)); +/* + All dynamically allocated data structures for this stream are freed. + This function discards any unprocessed input and does not flush any pending + output. + + inflateEnd returns Z_OK if success, or Z_STREAM_ERROR if the stream state + was inconsistent. +*/ + + + /* Advanced functions */ + +/* + The following functions are needed only in some special applications. +*/ + +/* +ZEXTERN int ZEXPORT deflateInit2 OF((z_streamp strm, + int level, + int method, + int windowBits, + int memLevel, + int strategy)); + + This is another version of deflateInit with more compression options. The + fields next_in, zalloc, zfree and opaque must be initialized before by the + caller. + + The method parameter is the compression method. It must be Z_DEFLATED in + this version of the library. + + The windowBits parameter is the base two logarithm of the window size + (the size of the history buffer). It should be in the range 8..15 for this + version of the library. Larger values of this parameter result in better + compression at the expense of memory usage. The default value is 15 if + deflateInit is used instead. + + For the current implementation of deflate(), a windowBits value of 8 (a + window size of 256 bytes) is not supported. As a result, a request for 8 + will result in 9 (a 512-byte window). In that case, providing 8 to + inflateInit2() will result in an error when the zlib header with 9 is + checked against the initialization of inflate(). The remedy is to not use 8 + with deflateInit2() with this initialization, or at least in that case use 9 + with inflateInit2(). + + windowBits can also be -8..-15 for raw deflate. In this case, -windowBits + determines the window size. deflate() will then generate raw deflate data + with no zlib header or trailer, and will not compute a check value. + + windowBits can also be greater than 15 for optional gzip encoding. Add + 16 to windowBits to write a simple gzip header and trailer around the + compressed data instead of a zlib wrapper. The gzip header will have no + file name, no extra data, no comment, no modification time (set to zero), no + header crc, and the operating system will be set to the appropriate value, + if the operating system was determined at compile time. If a gzip stream is + being written, strm->adler is a CRC-32 instead of an Adler-32. + + For raw deflate or gzip encoding, a request for a 256-byte window is + rejected as invalid, since only the zlib header provides a means of + transmitting the window size to the decompressor. + + The memLevel parameter specifies how much memory should be allocated + for the internal compression state. memLevel=1 uses minimum memory but is + slow and reduces compression ratio; memLevel=9 uses maximum memory for + optimal speed. The default value is 8. See zconf.h for total memory usage + as a function of windowBits and memLevel. + + The strategy parameter is used to tune the compression algorithm. Use the + value Z_DEFAULT_STRATEGY for normal data, Z_FILTERED for data produced by a + filter (or predictor), Z_HUFFMAN_ONLY to force Huffman encoding only (no + string match), or Z_RLE to limit match distances to one (run-length + encoding). Filtered data consists mostly of small values with a somewhat + random distribution. In this case, the compression algorithm is tuned to + compress them better. The effect of Z_FILTERED is to force more Huffman + coding and less string matching; it is somewhat intermediate between + Z_DEFAULT_STRATEGY and Z_HUFFMAN_ONLY. Z_RLE is designed to be almost as + fast as Z_HUFFMAN_ONLY, but give better compression for PNG image data. The + strategy parameter only affects the compression ratio but not the + correctness of the compressed output even if it is not set appropriately. + Z_FIXED prevents the use of dynamic Huffman codes, allowing for a simpler + decoder for special applications. + + deflateInit2 returns Z_OK if success, Z_MEM_ERROR if there was not enough + memory, Z_STREAM_ERROR if any parameter is invalid (such as an invalid + method), or Z_VERSION_ERROR if the zlib library version (zlib_version) is + incompatible with the version assumed by the caller (ZLIB_VERSION). msg is + set to null if there is no error message. deflateInit2 does not perform any + compression: this will be done by deflate(). +*/ + +ZEXTERN int ZEXPORT deflateSetDictionary OF((z_streamp strm, + const Bytef *dictionary, + uInt dictLength)); +/* + Initializes the compression dictionary from the given byte sequence + without producing any compressed output. When using the zlib format, this + function must be called immediately after deflateInit, deflateInit2 or + deflateReset, and before any call of deflate. When doing raw deflate, this + function must be called either before any call of deflate, or immediately + after the completion of a deflate block, i.e. after all input has been + consumed and all output has been delivered when using any of the flush + options Z_BLOCK, Z_PARTIAL_FLUSH, Z_SYNC_FLUSH, or Z_FULL_FLUSH. The + compressor and decompressor must use exactly the same dictionary (see + inflateSetDictionary). + + The dictionary should consist of strings (byte sequences) that are likely + to be encountered later in the data to be compressed, with the most commonly + used strings preferably put towards the end of the dictionary. Using a + dictionary is most useful when the data to be compressed is short and can be + predicted with good accuracy; the data can then be compressed better than + with the default empty dictionary. + + Depending on the size of the compression data structures selected by + deflateInit or deflateInit2, a part of the dictionary may in effect be + discarded, for example if the dictionary is larger than the window size + provided in deflateInit or deflateInit2. Thus the strings most likely to be + useful should be put at the end of the dictionary, not at the front. In + addition, the current implementation of deflate will use at most the window + size minus 262 bytes of the provided dictionary. + + Upon return of this function, strm->adler is set to the Adler-32 value + of the dictionary; the decompressor may later use this value to determine + which dictionary has been used by the compressor. (The Adler-32 value + applies to the whole dictionary even if only a subset of the dictionary is + actually used by the compressor.) If a raw deflate was requested, then the + Adler-32 value is not computed and strm->adler is not set. + + deflateSetDictionary returns Z_OK if success, or Z_STREAM_ERROR if a + parameter is invalid (e.g. dictionary being Z_NULL) or the stream state is + inconsistent (for example if deflate has already been called for this stream + or if not at a block boundary for raw deflate). deflateSetDictionary does + not perform any compression: this will be done by deflate(). +*/ + +ZEXTERN int ZEXPORT deflateGetDictionary OF((z_streamp strm, + Bytef *dictionary, + uInt *dictLength)); +/* + Returns the sliding dictionary being maintained by deflate. dictLength is + set to the number of bytes in the dictionary, and that many bytes are copied + to dictionary. dictionary must have enough space, where 32768 bytes is + always enough. If deflateGetDictionary() is called with dictionary equal to + Z_NULL, then only the dictionary length is returned, and nothing is copied. + Similary, if dictLength is Z_NULL, then it is not set. + + deflateGetDictionary() may return a length less than the window size, even + when more than the window size in input has been provided. It may return up + to 258 bytes less in that case, due to how zlib's implementation of deflate + manages the sliding window and lookahead for matches, where matches can be + up to 258 bytes long. If the application needs the last window-size bytes of + input, then that would need to be saved by the application outside of zlib. + + deflateGetDictionary returns Z_OK on success, or Z_STREAM_ERROR if the + stream state is inconsistent. +*/ + +ZEXTERN int ZEXPORT deflateCopy OF((z_streamp dest, + z_streamp source)); +/* + Sets the destination stream as a complete copy of the source stream. + + This function can be useful when several compression strategies will be + tried, for example when there are several ways of pre-processing the input + data with a filter. The streams that will be discarded should then be freed + by calling deflateEnd. Note that deflateCopy duplicates the internal + compression state which can be quite large, so this strategy is slow and can + consume lots of memory. + + deflateCopy returns Z_OK if success, Z_MEM_ERROR if there was not + enough memory, Z_STREAM_ERROR if the source stream state was inconsistent + (such as zalloc being Z_NULL). msg is left unchanged in both source and + destination. +*/ + +ZEXTERN int ZEXPORT deflateReset OF((z_streamp strm)); +/* + This function is equivalent to deflateEnd followed by deflateInit, but + does not free and reallocate the internal compression state. The stream + will leave the compression level and any other attributes that may have been + set unchanged. + + deflateReset returns Z_OK if success, or Z_STREAM_ERROR if the source + stream state was inconsistent (such as zalloc or state being Z_NULL). +*/ + +ZEXTERN int ZEXPORT deflateParams OF((z_streamp strm, + int level, + int strategy)); +/* + Dynamically update the compression level and compression strategy. The + interpretation of level and strategy is as in deflateInit2(). This can be + used to switch between compression and straight copy of the input data, or + to switch to a different kind of input data requiring a different strategy. + If the compression approach (which is a function of the level) or the + strategy is changed, and if any input has been consumed in a previous + deflate() call, then the input available so far is compressed with the old + level and strategy using deflate(strm, Z_BLOCK). There are three approaches + for the compression levels 0, 1..3, and 4..9 respectively. The new level + and strategy will take effect at the next call of deflate(). + + If a deflate(strm, Z_BLOCK) is performed by deflateParams(), and it does + not have enough output space to complete, then the parameter change will not + take effect. In this case, deflateParams() can be called again with the + same parameters and more output space to try again. + + In order to assure a change in the parameters on the first try, the + deflate stream should be flushed using deflate() with Z_BLOCK or other flush + request until strm.avail_out is not zero, before calling deflateParams(). + Then no more input data should be provided before the deflateParams() call. + If this is done, the old level and strategy will be applied to the data + compressed before deflateParams(), and the new level and strategy will be + applied to the the data compressed after deflateParams(). + + deflateParams returns Z_OK on success, Z_STREAM_ERROR if the source stream + state was inconsistent or if a parameter was invalid, or Z_BUF_ERROR if + there was not enough output space to complete the compression of the + available input data before a change in the strategy or approach. Note that + in the case of a Z_BUF_ERROR, the parameters are not changed. A return + value of Z_BUF_ERROR is not fatal, in which case deflateParams() can be + retried with more output space. +*/ + +ZEXTERN int ZEXPORT deflateTune OF((z_streamp strm, + int good_length, + int max_lazy, + int nice_length, + int max_chain)); +/* + Fine tune deflate's internal compression parameters. This should only be + used by someone who understands the algorithm used by zlib's deflate for + searching for the best matching string, and even then only by the most + fanatic optimizer trying to squeeze out the last compressed bit for their + specific input data. Read the deflate.c source code for the meaning of the + max_lazy, good_length, nice_length, and max_chain parameters. + + deflateTune() can be called after deflateInit() or deflateInit2(), and + returns Z_OK on success, or Z_STREAM_ERROR for an invalid deflate stream. + */ + +ZEXTERN uLong ZEXPORT deflateBound OF((z_streamp strm, + uLong sourceLen)); +/* + deflateBound() returns an upper bound on the compressed size after + deflation of sourceLen bytes. It must be called after deflateInit() or + deflateInit2(), and after deflateSetHeader(), if used. This would be used + to allocate an output buffer for deflation in a single pass, and so would be + called before deflate(). If that first deflate() call is provided the + sourceLen input bytes, an output buffer allocated to the size returned by + deflateBound(), and the flush value Z_FINISH, then deflate() is guaranteed + to return Z_STREAM_END. Note that it is possible for the compressed size to + be larger than the value returned by deflateBound() if flush options other + than Z_FINISH or Z_NO_FLUSH are used. +*/ + +ZEXTERN int ZEXPORT deflatePending OF((z_streamp strm, + unsigned *pending, + int *bits)); +/* + deflatePending() returns the number of bytes and bits of output that have + been generated, but not yet provided in the available output. The bytes not + provided would be due to the available output space having being consumed. + The number of bits of output not provided are between 0 and 7, where they + await more bits to join them in order to fill out a full byte. If pending + or bits are Z_NULL, then those values are not set. + + deflatePending returns Z_OK if success, or Z_STREAM_ERROR if the source + stream state was inconsistent. + */ + +ZEXTERN int ZEXPORT deflatePrime OF((z_streamp strm, + int bits, + int value)); +/* + deflatePrime() inserts bits in the deflate output stream. The intent + is that this function is used to start off the deflate output with the bits + leftover from a previous deflate stream when appending to it. As such, this + function can only be used for raw deflate, and must be used before the first + deflate() call after a deflateInit2() or deflateReset(). bits must be less + than or equal to 16, and that many of the least significant bits of value + will be inserted in the output. + + deflatePrime returns Z_OK if success, Z_BUF_ERROR if there was not enough + room in the internal buffer to insert the bits, or Z_STREAM_ERROR if the + source stream state was inconsistent. +*/ + +ZEXTERN int ZEXPORT deflateSetHeader OF((z_streamp strm, + gz_headerp head)); +/* + deflateSetHeader() provides gzip header information for when a gzip + stream is requested by deflateInit2(). deflateSetHeader() may be called + after deflateInit2() or deflateReset() and before the first call of + deflate(). The text, time, os, extra field, name, and comment information + in the provided gz_header structure are written to the gzip header (xflag is + ignored -- the extra flags are set according to the compression level). The + caller must assure that, if not Z_NULL, name and comment are terminated with + a zero byte, and that if extra is not Z_NULL, that extra_len bytes are + available there. If hcrc is true, a gzip header crc is included. Note that + the current versions of the command-line version of gzip (up through version + 1.3.x) do not support header crc's, and will report that it is a "multi-part + gzip file" and give up. + + If deflateSetHeader is not used, the default gzip header has text false, + the time set to zero, and os set to 255, with no extra, name, or comment + fields. The gzip header is returned to the default state by deflateReset(). + + deflateSetHeader returns Z_OK if success, or Z_STREAM_ERROR if the source + stream state was inconsistent. +*/ + +/* +ZEXTERN int ZEXPORT inflateInit2 OF((z_streamp strm, + int windowBits)); + + This is another version of inflateInit with an extra parameter. The + fields next_in, avail_in, zalloc, zfree and opaque must be initialized + before by the caller. + + The windowBits parameter is the base two logarithm of the maximum window + size (the size of the history buffer). It should be in the range 8..15 for + this version of the library. The default value is 15 if inflateInit is used + instead. windowBits must be greater than or equal to the windowBits value + provided to deflateInit2() while compressing, or it must be equal to 15 if + deflateInit2() was not used. If a compressed stream with a larger window + size is given as input, inflate() will return with the error code + Z_DATA_ERROR instead of trying to allocate a larger window. + + windowBits can also be zero to request that inflate use the window size in + the zlib header of the compressed stream. + + windowBits can also be -8..-15 for raw inflate. In this case, -windowBits + determines the window size. inflate() will then process raw deflate data, + not looking for a zlib or gzip header, not generating a check value, and not + looking for any check values for comparison at the end of the stream. This + is for use with other formats that use the deflate compressed data format + such as zip. Those formats provide their own check values. If a custom + format is developed using the raw deflate format for compressed data, it is + recommended that a check value such as an Adler-32 or a CRC-32 be applied to + the uncompressed data as is done in the zlib, gzip, and zip formats. For + most applications, the zlib format should be used as is. Note that comments + above on the use in deflateInit2() applies to the magnitude of windowBits. + + windowBits can also be greater than 15 for optional gzip decoding. Add + 32 to windowBits to enable zlib and gzip decoding with automatic header + detection, or add 16 to decode only the gzip format (the zlib format will + return a Z_DATA_ERROR). If a gzip stream is being decoded, strm->adler is a + CRC-32 instead of an Adler-32. Unlike the gunzip utility and gzread() (see + below), inflate() will not automatically decode concatenated gzip streams. + inflate() will return Z_STREAM_END at the end of the gzip stream. The state + would need to be reset to continue decoding a subsequent gzip stream. + + inflateInit2 returns Z_OK if success, Z_MEM_ERROR if there was not enough + memory, Z_VERSION_ERROR if the zlib library version is incompatible with the + version assumed by the caller, or Z_STREAM_ERROR if the parameters are + invalid, such as a null pointer to the structure. msg is set to null if + there is no error message. inflateInit2 does not perform any decompression + apart from possibly reading the zlib header if present: actual decompression + will be done by inflate(). (So next_in and avail_in may be modified, but + next_out and avail_out are unused and unchanged.) The current implementation + of inflateInit2() does not process any header information -- that is + deferred until inflate() is called. +*/ + +ZEXTERN int ZEXPORT inflateSetDictionary OF((z_streamp strm, + const Bytef *dictionary, + uInt dictLength)); +/* + Initializes the decompression dictionary from the given uncompressed byte + sequence. This function must be called immediately after a call of inflate, + if that call returned Z_NEED_DICT. The dictionary chosen by the compressor + can be determined from the Adler-32 value returned by that call of inflate. + The compressor and decompressor must use exactly the same dictionary (see + deflateSetDictionary). For raw inflate, this function can be called at any + time to set the dictionary. If the provided dictionary is smaller than the + window and there is already data in the window, then the provided dictionary + will amend what's there. The application must insure that the dictionary + that was used for compression is provided. + + inflateSetDictionary returns Z_OK if success, Z_STREAM_ERROR if a + parameter is invalid (e.g. dictionary being Z_NULL) or the stream state is + inconsistent, Z_DATA_ERROR if the given dictionary doesn't match the + expected one (incorrect Adler-32 value). inflateSetDictionary does not + perform any decompression: this will be done by subsequent calls of + inflate(). +*/ + +ZEXTERN int ZEXPORT inflateGetDictionary OF((z_streamp strm, + Bytef *dictionary, + uInt *dictLength)); +/* + Returns the sliding dictionary being maintained by inflate. dictLength is + set to the number of bytes in the dictionary, and that many bytes are copied + to dictionary. dictionary must have enough space, where 32768 bytes is + always enough. If inflateGetDictionary() is called with dictionary equal to + Z_NULL, then only the dictionary length is returned, and nothing is copied. + Similary, if dictLength is Z_NULL, then it is not set. + + inflateGetDictionary returns Z_OK on success, or Z_STREAM_ERROR if the + stream state is inconsistent. +*/ + +ZEXTERN int ZEXPORT inflateSync OF((z_streamp strm)); +/* + Skips invalid compressed data until a possible full flush point (see above + for the description of deflate with Z_FULL_FLUSH) can be found, or until all + available input is skipped. No output is provided. + + inflateSync searches for a 00 00 FF FF pattern in the compressed data. + All full flush points have this pattern, but not all occurrences of this + pattern are full flush points. + + inflateSync returns Z_OK if a possible full flush point has been found, + Z_BUF_ERROR if no more input was provided, Z_DATA_ERROR if no flush point + has been found, or Z_STREAM_ERROR if the stream structure was inconsistent. + In the success case, the application may save the current current value of + total_in which indicates where valid compressed data was found. In the + error case, the application may repeatedly call inflateSync, providing more + input each time, until success or end of the input data. +*/ + +ZEXTERN int ZEXPORT inflateCopy OF((z_streamp dest, + z_streamp source)); +/* + Sets the destination stream as a complete copy of the source stream. + + This function can be useful when randomly accessing a large stream. The + first pass through the stream can periodically record the inflate state, + allowing restarting inflate at those points when randomly accessing the + stream. + + inflateCopy returns Z_OK if success, Z_MEM_ERROR if there was not + enough memory, Z_STREAM_ERROR if the source stream state was inconsistent + (such as zalloc being Z_NULL). msg is left unchanged in both source and + destination. +*/ + +ZEXTERN int ZEXPORT inflateReset OF((z_streamp strm)); +/* + This function is equivalent to inflateEnd followed by inflateInit, + but does not free and reallocate the internal decompression state. The + stream will keep attributes that may have been set by inflateInit2. + + inflateReset returns Z_OK if success, or Z_STREAM_ERROR if the source + stream state was inconsistent (such as zalloc or state being Z_NULL). +*/ + +ZEXTERN int ZEXPORT inflateReset2 OF((z_streamp strm, + int windowBits)); +/* + This function is the same as inflateReset, but it also permits changing + the wrap and window size requests. The windowBits parameter is interpreted + the same as it is for inflateInit2. If the window size is changed, then the + memory allocated for the window is freed, and the window will be reallocated + by inflate() if needed. + + inflateReset2 returns Z_OK if success, or Z_STREAM_ERROR if the source + stream state was inconsistent (such as zalloc or state being Z_NULL), or if + the windowBits parameter is invalid. +*/ + +ZEXTERN int ZEXPORT inflatePrime OF((z_streamp strm, + int bits, + int value)); +/* + This function inserts bits in the inflate input stream. The intent is + that this function is used to start inflating at a bit position in the + middle of a byte. The provided bits will be used before any bytes are used + from next_in. This function should only be used with raw inflate, and + should be used before the first inflate() call after inflateInit2() or + inflateReset(). bits must be less than or equal to 16, and that many of the + least significant bits of value will be inserted in the input. + + If bits is negative, then the input stream bit buffer is emptied. Then + inflatePrime() can be called again to put bits in the buffer. This is used + to clear out bits leftover after feeding inflate a block description prior + to feeding inflate codes. + + inflatePrime returns Z_OK if success, or Z_STREAM_ERROR if the source + stream state was inconsistent. +*/ + +ZEXTERN long ZEXPORT inflateMark OF((z_streamp strm)); +/* + This function returns two values, one in the lower 16 bits of the return + value, and the other in the remaining upper bits, obtained by shifting the + return value down 16 bits. If the upper value is -1 and the lower value is + zero, then inflate() is currently decoding information outside of a block. + If the upper value is -1 and the lower value is non-zero, then inflate is in + the middle of a stored block, with the lower value equaling the number of + bytes from the input remaining to copy. If the upper value is not -1, then + it is the number of bits back from the current bit position in the input of + the code (literal or length/distance pair) currently being processed. In + that case the lower value is the number of bytes already emitted for that + code. + + A code is being processed if inflate is waiting for more input to complete + decoding of the code, or if it has completed decoding but is waiting for + more output space to write the literal or match data. + + inflateMark() is used to mark locations in the input data for random + access, which may be at bit positions, and to note those cases where the + output of a code may span boundaries of random access blocks. The current + location in the input stream can be determined from avail_in and data_type + as noted in the description for the Z_BLOCK flush parameter for inflate. + + inflateMark returns the value noted above, or -65536 if the provided + source stream state was inconsistent. +*/ + +ZEXTERN int ZEXPORT inflateGetHeader OF((z_streamp strm, + gz_headerp head)); +/* + inflateGetHeader() requests that gzip header information be stored in the + provided gz_header structure. inflateGetHeader() may be called after + inflateInit2() or inflateReset(), and before the first call of inflate(). + As inflate() processes the gzip stream, head->done is zero until the header + is completed, at which time head->done is set to one. If a zlib stream is + being decoded, then head->done is set to -1 to indicate that there will be + no gzip header information forthcoming. Note that Z_BLOCK or Z_TREES can be + used to force inflate() to return immediately after header processing is + complete and before any actual data is decompressed. + + The text, time, xflags, and os fields are filled in with the gzip header + contents. hcrc is set to true if there is a header CRC. (The header CRC + was valid if done is set to one.) If extra is not Z_NULL, then extra_max + contains the maximum number of bytes to write to extra. Once done is true, + extra_len contains the actual extra field length, and extra contains the + extra field, or that field truncated if extra_max is less than extra_len. + If name is not Z_NULL, then up to name_max characters are written there, + terminated with a zero unless the length is greater than name_max. If + comment is not Z_NULL, then up to comm_max characters are written there, + terminated with a zero unless the length is greater than comm_max. When any + of extra, name, or comment are not Z_NULL and the respective field is not + present in the header, then that field is set to Z_NULL to signal its + absence. This allows the use of deflateSetHeader() with the returned + structure to duplicate the header. However if those fields are set to + allocated memory, then the application will need to save those pointers + elsewhere so that they can be eventually freed. + + If inflateGetHeader is not used, then the header information is simply + discarded. The header is always checked for validity, including the header + CRC if present. inflateReset() will reset the process to discard the header + information. The application would need to call inflateGetHeader() again to + retrieve the header from the next gzip stream. + + inflateGetHeader returns Z_OK if success, or Z_STREAM_ERROR if the source + stream state was inconsistent. +*/ + +/* +ZEXTERN int ZEXPORT inflateBackInit OF((z_streamp strm, int windowBits, + unsigned char FAR *window)); + + Initialize the internal stream state for decompression using inflateBack() + calls. The fields zalloc, zfree and opaque in strm must be initialized + before the call. If zalloc and zfree are Z_NULL, then the default library- + derived memory allocation routines are used. windowBits is the base two + logarithm of the window size, in the range 8..15. window is a caller + supplied buffer of that size. Except for special applications where it is + assured that deflate was used with small window sizes, windowBits must be 15 + and a 32K byte window must be supplied to be able to decompress general + deflate streams. + + See inflateBack() for the usage of these routines. + + inflateBackInit will return Z_OK on success, Z_STREAM_ERROR if any of + the parameters are invalid, Z_MEM_ERROR if the internal state could not be + allocated, or Z_VERSION_ERROR if the version of the library does not match + the version of the header file. +*/ + +typedef unsigned (*in_func) OF((void FAR *, + z_const unsigned char FAR * FAR *)); +typedef int (*out_func) OF((void FAR *, unsigned char FAR *, unsigned)); + +ZEXTERN int ZEXPORT inflateBack OF((z_streamp strm, + in_func in, void FAR *in_desc, + out_func out, void FAR *out_desc)); +/* + inflateBack() does a raw inflate with a single call using a call-back + interface for input and output. This is potentially more efficient than + inflate() for file i/o applications, in that it avoids copying between the + output and the sliding window by simply making the window itself the output + buffer. inflate() can be faster on modern CPUs when used with large + buffers. inflateBack() trusts the application to not change the output + buffer passed by the output function, at least until inflateBack() returns. + + inflateBackInit() must be called first to allocate the internal state + and to initialize the state with the user-provided window buffer. + inflateBack() may then be used multiple times to inflate a complete, raw + deflate stream with each call. inflateBackEnd() is then called to free the + allocated state. + + A raw deflate stream is one with no zlib or gzip header or trailer. + This routine would normally be used in a utility that reads zip or gzip + files and writes out uncompressed files. The utility would decode the + header and process the trailer on its own, hence this routine expects only + the raw deflate stream to decompress. This is different from the default + behavior of inflate(), which expects a zlib header and trailer around the + deflate stream. + + inflateBack() uses two subroutines supplied by the caller that are then + called by inflateBack() for input and output. inflateBack() calls those + routines until it reads a complete deflate stream and writes out all of the + uncompressed data, or until it encounters an error. The function's + parameters and return types are defined above in the in_func and out_func + typedefs. inflateBack() will call in(in_desc, &buf) which should return the + number of bytes of provided input, and a pointer to that input in buf. If + there is no input available, in() must return zero -- buf is ignored in that + case -- and inflateBack() will return a buffer error. inflateBack() will + call out(out_desc, buf, len) to write the uncompressed data buf[0..len-1]. + out() should return zero on success, or non-zero on failure. If out() + returns non-zero, inflateBack() will return with an error. Neither in() nor + out() are permitted to change the contents of the window provided to + inflateBackInit(), which is also the buffer that out() uses to write from. + The length written by out() will be at most the window size. Any non-zero + amount of input may be provided by in(). + + For convenience, inflateBack() can be provided input on the first call by + setting strm->next_in and strm->avail_in. If that input is exhausted, then + in() will be called. Therefore strm->next_in must be initialized before + calling inflateBack(). If strm->next_in is Z_NULL, then in() will be called + immediately for input. If strm->next_in is not Z_NULL, then strm->avail_in + must also be initialized, and then if strm->avail_in is not zero, input will + initially be taken from strm->next_in[0 .. strm->avail_in - 1]. + + The in_desc and out_desc parameters of inflateBack() is passed as the + first parameter of in() and out() respectively when they are called. These + descriptors can be optionally used to pass any information that the caller- + supplied in() and out() functions need to do their job. + + On return, inflateBack() will set strm->next_in and strm->avail_in to + pass back any unused input that was provided by the last in() call. The + return values of inflateBack() can be Z_STREAM_END on success, Z_BUF_ERROR + if in() or out() returned an error, Z_DATA_ERROR if there was a format error + in the deflate stream (in which case strm->msg is set to indicate the nature + of the error), or Z_STREAM_ERROR if the stream was not properly initialized. + In the case of Z_BUF_ERROR, an input or output error can be distinguished + using strm->next_in which will be Z_NULL only if in() returned an error. If + strm->next_in is not Z_NULL, then the Z_BUF_ERROR was due to out() returning + non-zero. (in() will always be called before out(), so strm->next_in is + assured to be defined if out() returns non-zero.) Note that inflateBack() + cannot return Z_OK. +*/ + +ZEXTERN int ZEXPORT inflateBackEnd OF((z_streamp strm)); +/* + All memory allocated by inflateBackInit() is freed. + + inflateBackEnd() returns Z_OK on success, or Z_STREAM_ERROR if the stream + state was inconsistent. +*/ + +ZEXTERN uLong ZEXPORT zlibCompileFlags OF((void)); +/* Return flags indicating compile-time options. + + Type sizes, two bits each, 00 = 16 bits, 01 = 32, 10 = 64, 11 = other: + 1.0: size of uInt + 3.2: size of uLong + 5.4: size of voidpf (pointer) + 7.6: size of z_off_t + + Compiler, assembler, and debug options: + 8: ZLIB_DEBUG + 9: ASMV or ASMINF -- use ASM code + 10: ZLIB_WINAPI -- exported functions use the WINAPI calling convention + 11: 0 (reserved) + + One-time table building (smaller code, but not thread-safe if true): + 12: BUILDFIXED -- build static block decoding tables when needed + 13: DYNAMIC_CRC_TABLE -- build CRC calculation tables when needed + 14,15: 0 (reserved) + + Library content (indicates missing functionality): + 16: NO_GZCOMPRESS -- gz* functions cannot compress (to avoid linking + deflate code when not needed) + 17: NO_GZIP -- deflate can't write gzip streams, and inflate can't detect + and decode gzip streams (to avoid linking crc code) + 18-19: 0 (reserved) + + Operation variations (changes in library functionality): + 20: PKZIP_BUG_WORKAROUND -- slightly more permissive inflate + 21: FASTEST -- deflate algorithm with only one, lowest compression level + 22,23: 0 (reserved) + + The sprintf variant used by gzprintf (zero is best): + 24: 0 = vs*, 1 = s* -- 1 means limited to 20 arguments after the format + 25: 0 = *nprintf, 1 = *printf -- 1 means gzprintf() not secure! + 26: 0 = returns value, 1 = void -- 1 means inferred string length returned + + Remainder: + 27-31: 0 (reserved) + */ + +#ifndef Z_SOLO + + /* utility functions */ + +/* + The following utility functions are implemented on top of the basic + stream-oriented functions. To simplify the interface, some default options + are assumed (compression level and memory usage, standard memory allocation + functions). The source code of these utility functions can be modified if + you need special options. +*/ + +ZEXTERN int ZEXPORT compress OF((Bytef *dest, uLongf *destLen, + const Bytef *source, uLong sourceLen)); +/* + Compresses the source buffer into the destination buffer. sourceLen is + the byte length of the source buffer. Upon entry, destLen is the total size + of the destination buffer, which must be at least the value returned by + compressBound(sourceLen). Upon exit, destLen is the actual size of the + compressed data. compress() is equivalent to compress2() with a level + parameter of Z_DEFAULT_COMPRESSION. + + compress returns Z_OK if success, Z_MEM_ERROR if there was not + enough memory, Z_BUF_ERROR if there was not enough room in the output + buffer. +*/ + +ZEXTERN int ZEXPORT compress2 OF((Bytef *dest, uLongf *destLen, + const Bytef *source, uLong sourceLen, + int level)); +/* + Compresses the source buffer into the destination buffer. The level + parameter has the same meaning as in deflateInit. sourceLen is the byte + length of the source buffer. Upon entry, destLen is the total size of the + destination buffer, which must be at least the value returned by + compressBound(sourceLen). Upon exit, destLen is the actual size of the + compressed data. + + compress2 returns Z_OK if success, Z_MEM_ERROR if there was not enough + memory, Z_BUF_ERROR if there was not enough room in the output buffer, + Z_STREAM_ERROR if the level parameter is invalid. +*/ + +ZEXTERN uLong ZEXPORT compressBound OF((uLong sourceLen)); +/* + compressBound() returns an upper bound on the compressed size after + compress() or compress2() on sourceLen bytes. It would be used before a + compress() or compress2() call to allocate the destination buffer. +*/ + +ZEXTERN int ZEXPORT uncompress OF((Bytef *dest, uLongf *destLen, + const Bytef *source, uLong sourceLen)); +/* + Decompresses the source buffer into the destination buffer. sourceLen is + the byte length of the source buffer. Upon entry, destLen is the total size + of the destination buffer, which must be large enough to hold the entire + uncompressed data. (The size of the uncompressed data must have been saved + previously by the compressor and transmitted to the decompressor by some + mechanism outside the scope of this compression library.) Upon exit, destLen + is the actual size of the uncompressed data. + + uncompress returns Z_OK if success, Z_MEM_ERROR if there was not + enough memory, Z_BUF_ERROR if there was not enough room in the output + buffer, or Z_DATA_ERROR if the input data was corrupted or incomplete. In + the case where there is not enough room, uncompress() will fill the output + buffer with the uncompressed data up to that point. +*/ + +ZEXTERN int ZEXPORT uncompress2 OF((Bytef *dest, uLongf *destLen, + const Bytef *source, uLong *sourceLen)); +/* + Same as uncompress, except that sourceLen is a pointer, where the + length of the source is *sourceLen. On return, *sourceLen is the number of + source bytes consumed. +*/ + + /* gzip file access functions */ + +/* + This library supports reading and writing files in gzip (.gz) format with + an interface similar to that of stdio, using the functions that start with + "gz". The gzip format is different from the zlib format. gzip is a gzip + wrapper, documented in RFC 1952, wrapped around a deflate stream. +*/ + +typedef struct gzFile_s *gzFile; /* semi-opaque gzip file descriptor */ + +/* +ZEXTERN gzFile ZEXPORT gzopen OF((const char *path, const char *mode)); + + Opens a gzip (.gz) file for reading or writing. The mode parameter is as + in fopen ("rb" or "wb") but can also include a compression level ("wb9") or + a strategy: 'f' for filtered data as in "wb6f", 'h' for Huffman-only + compression as in "wb1h", 'R' for run-length encoding as in "wb1R", or 'F' + for fixed code compression as in "wb9F". (See the description of + deflateInit2 for more information about the strategy parameter.) 'T' will + request transparent writing or appending with no compression and not using + the gzip format. + + "a" can be used instead of "w" to request that the gzip stream that will + be written be appended to the file. "+" will result in an error, since + reading and writing to the same gzip file is not supported. The addition of + "x" when writing will create the file exclusively, which fails if the file + already exists. On systems that support it, the addition of "e" when + reading or writing will set the flag to close the file on an execve() call. + + These functions, as well as gzip, will read and decode a sequence of gzip + streams in a file. The append function of gzopen() can be used to create + such a file. (Also see gzflush() for another way to do this.) When + appending, gzopen does not test whether the file begins with a gzip stream, + nor does it look for the end of the gzip streams to begin appending. gzopen + will simply append a gzip stream to the existing file. + + gzopen can be used to read a file which is not in gzip format; in this + case gzread will directly read from the file without decompression. When + reading, this will be detected automatically by looking for the magic two- + byte gzip header. + + gzopen returns NULL if the file could not be opened, if there was + insufficient memory to allocate the gzFile state, or if an invalid mode was + specified (an 'r', 'w', or 'a' was not provided, or '+' was provided). + errno can be checked to determine if the reason gzopen failed was that the + file could not be opened. +*/ + +ZEXTERN gzFile ZEXPORT gzdopen OF((int fd, const char *mode)); +/* + gzdopen associates a gzFile with the file descriptor fd. File descriptors + are obtained from calls like open, dup, creat, pipe or fileno (if the file + has been previously opened with fopen). The mode parameter is as in gzopen. + + The next call of gzclose on the returned gzFile will also close the file + descriptor fd, just like fclose(fdopen(fd, mode)) closes the file descriptor + fd. If you want to keep fd open, use fd = dup(fd_keep); gz = gzdopen(fd, + mode);. The duplicated descriptor should be saved to avoid a leak, since + gzdopen does not close fd if it fails. If you are using fileno() to get the + file descriptor from a FILE *, then you will have to use dup() to avoid + double-close()ing the file descriptor. Both gzclose() and fclose() will + close the associated file descriptor, so they need to have different file + descriptors. + + gzdopen returns NULL if there was insufficient memory to allocate the + gzFile state, if an invalid mode was specified (an 'r', 'w', or 'a' was not + provided, or '+' was provided), or if fd is -1. The file descriptor is not + used until the next gz* read, write, seek, or close operation, so gzdopen + will not detect if fd is invalid (unless fd is -1). +*/ + +ZEXTERN int ZEXPORT gzbuffer OF((gzFile file, unsigned size)); +/* + Set the internal buffer size used by this library's functions. The + default buffer size is 8192 bytes. This function must be called after + gzopen() or gzdopen(), and before any other calls that read or write the + file. The buffer memory allocation is always deferred to the first read or + write. Three times that size in buffer space is allocated. A larger buffer + size of, for example, 64K or 128K bytes will noticeably increase the speed + of decompression (reading). + + The new buffer size also affects the maximum length for gzprintf(). + + gzbuffer() returns 0 on success, or -1 on failure, such as being called + too late. +*/ + +ZEXTERN int ZEXPORT gzsetparams OF((gzFile file, int level, int strategy)); +/* + Dynamically update the compression level or strategy. See the description + of deflateInit2 for the meaning of these parameters. Previously provided + data is flushed before the parameter change. + + gzsetparams returns Z_OK if success, Z_STREAM_ERROR if the file was not + opened for writing, Z_ERRNO if there is an error writing the flushed data, + or Z_MEM_ERROR if there is a memory allocation error. +*/ + +ZEXTERN int ZEXPORT gzread OF((gzFile file, voidp buf, unsigned len)); +/* + Reads the given number of uncompressed bytes from the compressed file. If + the input file is not in gzip format, gzread copies the given number of + bytes into the buffer directly from the file. + + After reaching the end of a gzip stream in the input, gzread will continue + to read, looking for another gzip stream. Any number of gzip streams may be + concatenated in the input file, and will all be decompressed by gzread(). + If something other than a gzip stream is encountered after a gzip stream, + that remaining trailing garbage is ignored (and no error is returned). + + gzread can be used to read a gzip file that is being concurrently written. + Upon reaching the end of the input, gzread will return with the available + data. If the error code returned by gzerror is Z_OK or Z_BUF_ERROR, then + gzclearerr can be used to clear the end of file indicator in order to permit + gzread to be tried again. Z_OK indicates that a gzip stream was completed + on the last gzread. Z_BUF_ERROR indicates that the input file ended in the + middle of a gzip stream. Note that gzread does not return -1 in the event + of an incomplete gzip stream. This error is deferred until gzclose(), which + will return Z_BUF_ERROR if the last gzread ended in the middle of a gzip + stream. Alternatively, gzerror can be used before gzclose to detect this + case. + + gzread returns the number of uncompressed bytes actually read, less than + len for end of file, or -1 for error. If len is too large to fit in an int, + then nothing is read, -1 is returned, and the error state is set to + Z_STREAM_ERROR. +*/ + +ZEXTERN z_size_t ZEXPORT gzfread OF((voidp buf, z_size_t size, z_size_t nitems, + gzFile file)); +/* + Read up to nitems items of size size from file to buf, otherwise operating + as gzread() does. This duplicates the interface of stdio's fread(), with + size_t request and return types. If the library defines size_t, then + z_size_t is identical to size_t. If not, then z_size_t is an unsigned + integer type that can contain a pointer. + + gzfread() returns the number of full items read of size size, or zero if + the end of the file was reached and a full item could not be read, or if + there was an error. gzerror() must be consulted if zero is returned in + order to determine if there was an error. If the multiplication of size and + nitems overflows, i.e. the product does not fit in a z_size_t, then nothing + is read, zero is returned, and the error state is set to Z_STREAM_ERROR. + + In the event that the end of file is reached and only a partial item is + available at the end, i.e. the remaining uncompressed data length is not a + multiple of size, then the final partial item is nevetheless read into buf + and the end-of-file flag is set. The length of the partial item read is not + provided, but could be inferred from the result of gztell(). This behavior + is the same as the behavior of fread() implementations in common libraries, + but it prevents the direct use of gzfread() to read a concurrently written + file, reseting and retrying on end-of-file, when size is not 1. +*/ + +ZEXTERN int ZEXPORT gzwrite OF((gzFile file, + voidpc buf, unsigned len)); +/* + Writes the given number of uncompressed bytes into the compressed file. + gzwrite returns the number of uncompressed bytes written or 0 in case of + error. +*/ + +ZEXTERN z_size_t ZEXPORT gzfwrite OF((voidpc buf, z_size_t size, + z_size_t nitems, gzFile file)); +/* + gzfwrite() writes nitems items of size size from buf to file, duplicating + the interface of stdio's fwrite(), with size_t request and return types. If + the library defines size_t, then z_size_t is identical to size_t. If not, + then z_size_t is an unsigned integer type that can contain a pointer. + + gzfwrite() returns the number of full items written of size size, or zero + if there was an error. If the multiplication of size and nitems overflows, + i.e. the product does not fit in a z_size_t, then nothing is written, zero + is returned, and the error state is set to Z_STREAM_ERROR. +*/ + +ZEXTERN int ZEXPORTVA gzprintf Z_ARG((gzFile file, const char *format, ...)); +/* + Converts, formats, and writes the arguments to the compressed file under + control of the format string, as in fprintf. gzprintf returns the number of + uncompressed bytes actually written, or a negative zlib error code in case + of error. The number of uncompressed bytes written is limited to 8191, or + one less than the buffer size given to gzbuffer(). The caller should assure + that this limit is not exceeded. If it is exceeded, then gzprintf() will + return an error (0) with nothing written. In this case, there may also be a + buffer overflow with unpredictable consequences, which is possible only if + zlib was compiled with the insecure functions sprintf() or vsprintf() + because the secure snprintf() or vsnprintf() functions were not available. + This can be determined using zlibCompileFlags(). +*/ + +ZEXTERN int ZEXPORT gzputs OF((gzFile file, const char *s)); +/* + Writes the given null-terminated string to the compressed file, excluding + the terminating null character. + + gzputs returns the number of characters written, or -1 in case of error. +*/ + +ZEXTERN char * ZEXPORT gzgets OF((gzFile file, char *buf, int len)); +/* + Reads bytes from the compressed file until len-1 characters are read, or a + newline character is read and transferred to buf, or an end-of-file + condition is encountered. If any characters are read or if len == 1, the + string is terminated with a null character. If no characters are read due + to an end-of-file or len < 1, then the buffer is left untouched. + + gzgets returns buf which is a null-terminated string, or it returns NULL + for end-of-file or in case of error. If there was an error, the contents at + buf are indeterminate. +*/ + +ZEXTERN int ZEXPORT gzputc OF((gzFile file, int c)); +/* + Writes c, converted to an unsigned char, into the compressed file. gzputc + returns the value that was written, or -1 in case of error. +*/ + +ZEXTERN int ZEXPORT gzgetc OF((gzFile file)); +/* + Reads one byte from the compressed file. gzgetc returns this byte or -1 + in case of end of file or error. This is implemented as a macro for speed. + As such, it does not do all of the checking the other functions do. I.e. + it does not check to see if file is NULL, nor whether the structure file + points to has been clobbered or not. +*/ + +ZEXTERN int ZEXPORT gzungetc OF((int c, gzFile file)); +/* + Push one character back onto the stream to be read as the first character + on the next read. At least one character of push-back is allowed. + gzungetc() returns the character pushed, or -1 on failure. gzungetc() will + fail if c is -1, and may fail if a character has been pushed but not read + yet. If gzungetc is used immediately after gzopen or gzdopen, at least the + output buffer size of pushed characters is allowed. (See gzbuffer above.) + The pushed character will be discarded if the stream is repositioned with + gzseek() or gzrewind(). +*/ + +ZEXTERN int ZEXPORT gzflush OF((gzFile file, int flush)); +/* + Flushes all pending output into the compressed file. The parameter flush + is as in the deflate() function. The return value is the zlib error number + (see function gzerror below). gzflush is only permitted when writing. + + If the flush parameter is Z_FINISH, the remaining data is written and the + gzip stream is completed in the output. If gzwrite() is called again, a new + gzip stream will be started in the output. gzread() is able to read such + concatenated gzip streams. + + gzflush should be called only when strictly necessary because it will + degrade compression if called too often. +*/ + +/* +ZEXTERN z_off_t ZEXPORT gzseek OF((gzFile file, + z_off_t offset, int whence)); + + Sets the starting position for the next gzread or gzwrite on the given + compressed file. The offset represents a number of bytes in the + uncompressed data stream. The whence parameter is defined as in lseek(2); + the value SEEK_END is not supported. + + If the file is opened for reading, this function is emulated but can be + extremely slow. If the file is opened for writing, only forward seeks are + supported; gzseek then compresses a sequence of zeroes up to the new + starting position. + + gzseek returns the resulting offset location as measured in bytes from + the beginning of the uncompressed stream, or -1 in case of error, in + particular if the file is opened for writing and the new starting position + would be before the current position. +*/ + +ZEXTERN int ZEXPORT gzrewind OF((gzFile file)); +/* + Rewinds the given file. This function is supported only for reading. + + gzrewind(file) is equivalent to (int)gzseek(file, 0L, SEEK_SET) +*/ + +/* +ZEXTERN z_off_t ZEXPORT gztell OF((gzFile file)); + + Returns the starting position for the next gzread or gzwrite on the given + compressed file. This position represents a number of bytes in the + uncompressed data stream, and is zero when starting, even if appending or + reading a gzip stream from the middle of a file using gzdopen(). + + gztell(file) is equivalent to gzseek(file, 0L, SEEK_CUR) +*/ + +/* +ZEXTERN z_off_t ZEXPORT gzoffset OF((gzFile file)); + + Returns the current offset in the file being read or written. This offset + includes the count of bytes that precede the gzip stream, for example when + appending or when using gzdopen() for reading. When reading, the offset + does not include as yet unused buffered input. This information can be used + for a progress indicator. On error, gzoffset() returns -1. +*/ + +ZEXTERN int ZEXPORT gzeof OF((gzFile file)); +/* + Returns true (1) if the end-of-file indicator has been set while reading, + false (0) otherwise. Note that the end-of-file indicator is set only if the + read tried to go past the end of the input, but came up short. Therefore, + just like feof(), gzeof() may return false even if there is no more data to + read, in the event that the last read request was for the exact number of + bytes remaining in the input file. This will happen if the input file size + is an exact multiple of the buffer size. + + If gzeof() returns true, then the read functions will return no more data, + unless the end-of-file indicator is reset by gzclearerr() and the input file + has grown since the previous end of file was detected. +*/ + +ZEXTERN int ZEXPORT gzdirect OF((gzFile file)); +/* + Returns true (1) if file is being copied directly while reading, or false + (0) if file is a gzip stream being decompressed. + + If the input file is empty, gzdirect() will return true, since the input + does not contain a gzip stream. + + If gzdirect() is used immediately after gzopen() or gzdopen() it will + cause buffers to be allocated to allow reading the file to determine if it + is a gzip file. Therefore if gzbuffer() is used, it should be called before + gzdirect(). + + When writing, gzdirect() returns true (1) if transparent writing was + requested ("wT" for the gzopen() mode), or false (0) otherwise. (Note: + gzdirect() is not needed when writing. Transparent writing must be + explicitly requested, so the application already knows the answer. When + linking statically, using gzdirect() will include all of the zlib code for + gzip file reading and decompression, which may not be desired.) +*/ + +ZEXTERN int ZEXPORT gzclose OF((gzFile file)); +/* + Flushes all pending output if necessary, closes the compressed file and + deallocates the (de)compression state. Note that once file is closed, you + cannot call gzerror with file, since its structures have been deallocated. + gzclose must not be called more than once on the same file, just as free + must not be called more than once on the same allocation. + + gzclose will return Z_STREAM_ERROR if file is not valid, Z_ERRNO on a + file operation error, Z_MEM_ERROR if out of memory, Z_BUF_ERROR if the + last read ended in the middle of a gzip stream, or Z_OK on success. +*/ + +ZEXTERN int ZEXPORT gzclose_r OF((gzFile file)); +ZEXTERN int ZEXPORT gzclose_w OF((gzFile file)); +/* + Same as gzclose(), but gzclose_r() is only for use when reading, and + gzclose_w() is only for use when writing or appending. The advantage to + using these instead of gzclose() is that they avoid linking in zlib + compression or decompression code that is not used when only reading or only + writing respectively. If gzclose() is used, then both compression and + decompression code will be included the application when linking to a static + zlib library. +*/ + +ZEXTERN const char * ZEXPORT gzerror OF((gzFile file, int *errnum)); +/* + Returns the error message for the last error which occurred on the given + compressed file. errnum is set to zlib error number. If an error occurred + in the file system and not in the compression library, errnum is set to + Z_ERRNO and the application may consult errno to get the exact error code. + + The application must not modify the returned string. Future calls to + this function may invalidate the previously returned string. If file is + closed, then the string previously returned by gzerror will no longer be + available. + + gzerror() should be used to distinguish errors from end-of-file for those + functions above that do not distinguish those cases in their return values. +*/ + +ZEXTERN void ZEXPORT gzclearerr OF((gzFile file)); +/* + Clears the error and end-of-file flags for file. This is analogous to the + clearerr() function in stdio. This is useful for continuing to read a gzip + file that is being written concurrently. +*/ + +#endif /* !Z_SOLO */ + + /* checksum functions */ + +/* + These functions are not related to compression but are exported + anyway because they might be useful in applications using the compression + library. +*/ + +ZEXTERN uLong ZEXPORT adler32 OF((uLong adler, const Bytef *buf, uInt len)); +/* + Update a running Adler-32 checksum with the bytes buf[0..len-1] and + return the updated checksum. If buf is Z_NULL, this function returns the + required initial value for the checksum. + + An Adler-32 checksum is almost as reliable as a CRC-32 but can be computed + much faster. + + Usage example: + + uLong adler = adler32(0L, Z_NULL, 0); + + while (read_buffer(buffer, length) != EOF) { + adler = adler32(adler, buffer, length); + } + if (adler != original_adler) error(); +*/ + +ZEXTERN uLong ZEXPORT adler32_z OF((uLong adler, const Bytef *buf, + z_size_t len)); +/* + Same as adler32(), but with a size_t length. +*/ + +/* +ZEXTERN uLong ZEXPORT adler32_combine OF((uLong adler1, uLong adler2, + z_off_t len2)); + + Combine two Adler-32 checksums into one. For two sequences of bytes, seq1 + and seq2 with lengths len1 and len2, Adler-32 checksums were calculated for + each, adler1 and adler2. adler32_combine() returns the Adler-32 checksum of + seq1 and seq2 concatenated, requiring only adler1, adler2, and len2. Note + that the z_off_t type (like off_t) is a signed integer. If len2 is + negative, the result has no meaning or utility. +*/ + +ZEXTERN uLong ZEXPORT crc32 OF((uLong crc, const Bytef *buf, uInt len)); +/* + Update a running CRC-32 with the bytes buf[0..len-1] and return the + updated CRC-32. If buf is Z_NULL, this function returns the required + initial value for the crc. Pre- and post-conditioning (one's complement) is + performed within this function so it shouldn't be done by the application. + + Usage example: + + uLong crc = crc32(0L, Z_NULL, 0); + + while (read_buffer(buffer, length) != EOF) { + crc = crc32(crc, buffer, length); + } + if (crc != original_crc) error(); +*/ + +ZEXTERN uLong ZEXPORT crc32_z OF((uLong adler, const Bytef *buf, + z_size_t len)); +/* + Same as crc32(), but with a size_t length. +*/ + +/* +ZEXTERN uLong ZEXPORT crc32_combine OF((uLong crc1, uLong crc2, z_off_t len2)); + + Combine two CRC-32 check values into one. For two sequences of bytes, + seq1 and seq2 with lengths len1 and len2, CRC-32 check values were + calculated for each, crc1 and crc2. crc32_combine() returns the CRC-32 + check value of seq1 and seq2 concatenated, requiring only crc1, crc2, and + len2. +*/ + + + /* various hacks, don't look :) */ + +/* deflateInit and inflateInit are macros to allow checking the zlib version + * and the compiler's view of z_stream: + */ +ZEXTERN int ZEXPORT deflateInit_ OF((z_streamp strm, int level, + const char *version, int stream_size)); +ZEXTERN int ZEXPORT inflateInit_ OF((z_streamp strm, + const char *version, int stream_size)); +ZEXTERN int ZEXPORT deflateInit2_ OF((z_streamp strm, int level, int method, + int windowBits, int memLevel, + int strategy, const char *version, + int stream_size)); +ZEXTERN int ZEXPORT inflateInit2_ OF((z_streamp strm, int windowBits, + const char *version, int stream_size)); +ZEXTERN int ZEXPORT inflateBackInit_ OF((z_streamp strm, int windowBits, + unsigned char FAR *window, + const char *version, + int stream_size)); +#ifdef Z_PREFIX_SET +# define z_deflateInit(strm, level) \ + deflateInit_((strm), (level), ZLIB_VERSION, (int)sizeof(z_stream)) +# define z_inflateInit(strm) \ + inflateInit_((strm), ZLIB_VERSION, (int)sizeof(z_stream)) +# define z_deflateInit2(strm, level, method, windowBits, memLevel, strategy) \ + deflateInit2_((strm),(level),(method),(windowBits),(memLevel),\ + (strategy), ZLIB_VERSION, (int)sizeof(z_stream)) +# define z_inflateInit2(strm, windowBits) \ + inflateInit2_((strm), (windowBits), ZLIB_VERSION, \ + (int)sizeof(z_stream)) +# define z_inflateBackInit(strm, windowBits, window) \ + inflateBackInit_((strm), (windowBits), (window), \ + ZLIB_VERSION, (int)sizeof(z_stream)) +#else +# define deflateInit(strm, level) \ + deflateInit_((strm), (level), ZLIB_VERSION, (int)sizeof(z_stream)) +# define inflateInit(strm) \ + inflateInit_((strm), ZLIB_VERSION, (int)sizeof(z_stream)) +# define deflateInit2(strm, level, method, windowBits, memLevel, strategy) \ + deflateInit2_((strm),(level),(method),(windowBits),(memLevel),\ + (strategy), ZLIB_VERSION, (int)sizeof(z_stream)) +# define inflateInit2(strm, windowBits) \ + inflateInit2_((strm), (windowBits), ZLIB_VERSION, \ + (int)sizeof(z_stream)) +# define inflateBackInit(strm, windowBits, window) \ + inflateBackInit_((strm), (windowBits), (window), \ + ZLIB_VERSION, (int)sizeof(z_stream)) +#endif + +#ifndef Z_SOLO + +/* gzgetc() macro and its supporting function and exposed data structure. Note + * that the real internal state is much larger than the exposed structure. + * This abbreviated structure exposes just enough for the gzgetc() macro. The + * user should not mess with these exposed elements, since their names or + * behavior could change in the future, perhaps even capriciously. They can + * only be used by the gzgetc() macro. You have been warned. + */ +struct gzFile_s { + unsigned have; + unsigned char *next; + z_off64_t pos; +}; +ZEXTERN int ZEXPORT gzgetc_ OF((gzFile file)); /* backward compatibility */ +#ifdef Z_PREFIX_SET +# undef z_gzgetc +# define z_gzgetc(g) \ + ((g)->have ? ((g)->have--, (g)->pos++, *((g)->next)++) : (gzgetc)(g)) +#else +# define gzgetc(g) \ + ((g)->have ? ((g)->have--, (g)->pos++, *((g)->next)++) : (gzgetc)(g)) +#endif + +/* provide 64-bit offset functions if _LARGEFILE64_SOURCE defined, and/or + * change the regular functions to 64 bits if _FILE_OFFSET_BITS is 64 (if + * both are true, the application gets the *64 functions, and the regular + * functions are changed to 64 bits) -- in case these are set on systems + * without large file support, _LFS64_LARGEFILE must also be true + */ +#ifdef Z_LARGE64 + ZEXTERN gzFile ZEXPORT gzopen64 OF((const char *, const char *)); + ZEXTERN z_off64_t ZEXPORT gzseek64 OF((gzFile, z_off64_t, int)); + ZEXTERN z_off64_t ZEXPORT gztell64 OF((gzFile)); + ZEXTERN z_off64_t ZEXPORT gzoffset64 OF((gzFile)); + ZEXTERN uLong ZEXPORT adler32_combine64 OF((uLong, uLong, z_off64_t)); + ZEXTERN uLong ZEXPORT crc32_combine64 OF((uLong, uLong, z_off64_t)); +#endif + +#if !defined(ZLIB_INTERNAL) && defined(Z_WANT64) +# ifdef Z_PREFIX_SET +# define z_gzopen z_gzopen64 +# define z_gzseek z_gzseek64 +# define z_gztell z_gztell64 +# define z_gzoffset z_gzoffset64 +# define z_adler32_combine z_adler32_combine64 +# define z_crc32_combine z_crc32_combine64 +# else +# define gzopen gzopen64 +# define gzseek gzseek64 +# define gztell gztell64 +# define gzoffset gzoffset64 +# define adler32_combine adler32_combine64 +# define crc32_combine crc32_combine64 +# endif +# ifndef Z_LARGE64 + ZEXTERN gzFile ZEXPORT gzopen64 OF((const char *, const char *)); + ZEXTERN z_off_t ZEXPORT gzseek64 OF((gzFile, z_off_t, int)); + ZEXTERN z_off_t ZEXPORT gztell64 OF((gzFile)); + ZEXTERN z_off_t ZEXPORT gzoffset64 OF((gzFile)); + ZEXTERN uLong ZEXPORT adler32_combine64 OF((uLong, uLong, z_off_t)); + ZEXTERN uLong ZEXPORT crc32_combine64 OF((uLong, uLong, z_off_t)); +# endif +#else + ZEXTERN gzFile ZEXPORT gzopen OF((const char *, const char *)); + ZEXTERN z_off_t ZEXPORT gzseek OF((gzFile, z_off_t, int)); + ZEXTERN z_off_t ZEXPORT gztell OF((gzFile)); + ZEXTERN z_off_t ZEXPORT gzoffset OF((gzFile)); + ZEXTERN uLong ZEXPORT adler32_combine OF((uLong, uLong, z_off_t)); + ZEXTERN uLong ZEXPORT crc32_combine OF((uLong, uLong, z_off_t)); +#endif + +#else /* Z_SOLO */ + + ZEXTERN uLong ZEXPORT adler32_combine OF((uLong, uLong, z_off_t)); + ZEXTERN uLong ZEXPORT crc32_combine OF((uLong, uLong, z_off_t)); + +#endif /* !Z_SOLO */ + +/* undocumented functions */ +ZEXTERN const char * ZEXPORT zError OF((int)); +ZEXTERN int ZEXPORT inflateSyncPoint OF((z_streamp)); +ZEXTERN const z_crc_t FAR * ZEXPORT get_crc_table OF((void)); +ZEXTERN int ZEXPORT inflateUndermine OF((z_streamp, int)); +ZEXTERN int ZEXPORT inflateValidate OF((z_streamp, int)); +ZEXTERN unsigned long ZEXPORT inflateCodesUsed OF ((z_streamp)); +ZEXTERN int ZEXPORT inflateResetKeep OF((z_streamp)); +ZEXTERN int ZEXPORT deflateResetKeep OF((z_streamp)); +#if (defined(_WIN32) || defined(__CYGWIN__)) && !defined(Z_SOLO) +ZEXTERN gzFile ZEXPORT gzopen_w OF((const wchar_t *path, + const char *mode)); +#endif +#if defined(STDC) || defined(Z_HAVE_STDARG_H) +# ifndef Z_SOLO +ZEXTERN int ZEXPORTVA gzvprintf Z_ARG((gzFile file, + const char *format, + va_list va)); +# endif +#endif + +#ifdef __cplusplus +} +#endif + +#endif /* ZLIB_H */ diff --git a/3rdparty/hgOCR/leptonica/include/zutil.h b/3rdparty/hgOCR/leptonica/include/zutil.h new file mode 100644 index 00000000..b079ea6a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/include/zutil.h @@ -0,0 +1,271 @@ +/* zutil.h -- internal interface and configuration of the compression library + * Copyright (C) 1995-2016 Jean-loup Gailly, Mark Adler + * For conditions of distribution and use, see copyright notice in zlib.h + */ + +/* WARNING: this file should *not* be used by applications. It is + part of the implementation of the compression library and is + subject to change. Applications should only use zlib.h. + */ + +/* @(#) $Id$ */ + +#ifndef ZUTIL_H +#define ZUTIL_H + +#ifdef HAVE_HIDDEN +# define ZLIB_INTERNAL __attribute__((visibility ("hidden"))) +#else +# define ZLIB_INTERNAL +#endif + +#include "zlib.h" + +#if defined(STDC) && !defined(Z_SOLO) +# if !(defined(_WIN32_WCE) && defined(_MSC_VER)) +# include +# endif +# include +# include +#endif + +#ifdef Z_SOLO + typedef long ptrdiff_t; /* guess -- will be caught if guess is wrong */ +#endif + +#ifndef local +# define local static +#endif +/* since "static" is used to mean two completely different things in C, we + define "local" for the non-static meaning of "static", for readability + (compile with -Dlocal if your debugger can't find static symbols) */ + +typedef unsigned char uch; +typedef uch FAR uchf; +typedef unsigned short ush; +typedef ush FAR ushf; +typedef unsigned long ulg; + +extern z_const char * const z_errmsg[10]; /* indexed by 2-zlib_error */ +/* (size given to avoid silly warnings with Visual C++) */ + +#define ERR_MSG(err) z_errmsg[Z_NEED_DICT-(err)] + +#define ERR_RETURN(strm,err) \ + return (strm->msg = ERR_MSG(err), (err)) +/* To be used only when the state is known to be valid */ + + /* common constants */ + +#ifndef DEF_WBITS +# define DEF_WBITS MAX_WBITS +#endif +/* default windowBits for decompression. MAX_WBITS is for compression only */ + +#if MAX_MEM_LEVEL >= 8 +# define DEF_MEM_LEVEL 8 +#else +# define DEF_MEM_LEVEL MAX_MEM_LEVEL +#endif +/* default memLevel */ + +#define STORED_BLOCK 0 +#define STATIC_TREES 1 +#define DYN_TREES 2 +/* The three kinds of block type */ + +#define MIN_MATCH 3 +#define MAX_MATCH 258 +/* The minimum and maximum match lengths */ + +#define PRESET_DICT 0x20 /* preset dictionary flag in zlib header */ + + /* target dependencies */ + +#if defined(MSDOS) || (defined(WINDOWS) && !defined(WIN32)) +# define OS_CODE 0x00 +# ifndef Z_SOLO +# if defined(__TURBOC__) || defined(__BORLANDC__) +# if (__STDC__ == 1) && (defined(__LARGE__) || defined(__COMPACT__)) + /* Allow compilation with ANSI keywords only enabled */ + void _Cdecl farfree( void *block ); + void *_Cdecl farmalloc( unsigned long nbytes ); +# else +# include +# endif +# else /* MSC or DJGPP */ +# include +# endif +# endif +#endif + +#ifdef AMIGA +# define OS_CODE 1 +#endif + +#if defined(VAXC) || defined(VMS) +# define OS_CODE 2 +# define F_OPEN(name, mode) \ + fopen((name), (mode), "mbc=60", "ctx=stm", "rfm=fix", "mrs=512") +#endif + +#ifdef __370__ +# if __TARGET_LIB__ < 0x20000000 +# define OS_CODE 4 +# elif __TARGET_LIB__ < 0x40000000 +# define OS_CODE 11 +# else +# define OS_CODE 8 +# endif +#endif + +#if defined(ATARI) || defined(atarist) +# define OS_CODE 5 +#endif + +#ifdef OS2 +# define OS_CODE 6 +# if defined(M_I86) && !defined(Z_SOLO) +# include +# endif +#endif + +#if defined(MACOS) || defined(TARGET_OS_MAC) +# define OS_CODE 7 +# ifndef Z_SOLO +# if defined(__MWERKS__) && __dest_os != __be_os && __dest_os != __win32_os +# include /* for fdopen */ +# else +# ifndef fdopen +# define fdopen(fd,mode) NULL /* No fdopen() */ +# endif +# endif +# endif +#endif + +#ifdef __acorn +# define OS_CODE 13 +#endif + +#if defined(WIN32) && !defined(__CYGWIN__) +# define OS_CODE 10 +#endif + +#ifdef _BEOS_ +# define OS_CODE 16 +#endif + +#ifdef __TOS_OS400__ +# define OS_CODE 18 +#endif + +#ifdef __APPLE__ +# define OS_CODE 19 +#endif + +#if defined(_BEOS_) || defined(RISCOS) +# define fdopen(fd,mode) NULL /* No fdopen() */ +#endif + +#if (defined(_MSC_VER) && (_MSC_VER > 600)) && !defined __INTERIX +# if defined(_WIN32_WCE) +# define fdopen(fd,mode) NULL /* No fdopen() */ +# ifndef _PTRDIFF_T_DEFINED + typedef int ptrdiff_t; +# define _PTRDIFF_T_DEFINED +# endif +# else +# define fdopen(fd,type) _fdopen(fd,type) +# endif +#endif + +#if defined(__BORLANDC__) && !defined(MSDOS) + #pragma warn -8004 + #pragma warn -8008 + #pragma warn -8066 +#endif + +/* provide prototypes for these when building zlib without LFS */ +#if !defined(_WIN32) && \ + (!defined(_LARGEFILE64_SOURCE) || _LFS64_LARGEFILE-0 == 0) + ZEXTERN uLong ZEXPORT adler32_combine64 OF((uLong, uLong, z_off_t)); + ZEXTERN uLong ZEXPORT crc32_combine64 OF((uLong, uLong, z_off_t)); +#endif + + /* common defaults */ + +#ifndef OS_CODE +# define OS_CODE 3 /* assume Unix */ +#endif + +#ifndef F_OPEN +# define F_OPEN(name, mode) fopen((name), (mode)) +#endif + + /* functions */ + +#if defined(pyr) || defined(Z_SOLO) +# define NO_MEMCPY +#endif +#if defined(SMALL_MEDIUM) && !defined(_MSC_VER) && !defined(__SC__) + /* Use our own functions for small and medium model with MSC <= 5.0. + * You may have to use the same strategy for Borland C (untested). + * The __SC__ check is for Symantec. + */ +# define NO_MEMCPY +#endif +#if defined(STDC) && !defined(HAVE_MEMCPY) && !defined(NO_MEMCPY) +# define HAVE_MEMCPY +#endif +#ifdef HAVE_MEMCPY +# ifdef SMALL_MEDIUM /* MSDOS small or medium model */ +# define zmemcpy _fmemcpy +# define zmemcmp _fmemcmp +# define zmemzero(dest, len) _fmemset(dest, 0, len) +# else +# define zmemcpy memcpy +# define zmemcmp memcmp +# define zmemzero(dest, len) memset(dest, 0, len) +# endif +#else + void ZLIB_INTERNAL zmemcpy OF((Bytef* dest, const Bytef* source, uInt len)); + int ZLIB_INTERNAL zmemcmp OF((const Bytef* s1, const Bytef* s2, uInt len)); + void ZLIB_INTERNAL zmemzero OF((Bytef* dest, uInt len)); +#endif + +/* Diagnostic functions */ +#ifdef ZLIB_DEBUG +# include + extern int ZLIB_INTERNAL z_verbose; + extern void ZLIB_INTERNAL z_error OF((char *m)); +# define Assert(cond,msg) {if(!(cond)) z_error(msg);} +# define Trace(x) {if (z_verbose>=0) fprintf x ;} +# define Tracev(x) {if (z_verbose>0) fprintf x ;} +# define Tracevv(x) {if (z_verbose>1) fprintf x ;} +# define Tracec(c,x) {if (z_verbose>0 && (c)) fprintf x ;} +# define Tracecv(c,x) {if (z_verbose>1 && (c)) fprintf x ;} +#else +# define Assert(cond,msg) +# define Trace(x) +# define Tracev(x) +# define Tracevv(x) +# define Tracec(c,x) +# define Tracecv(c,x) +#endif + +#ifndef Z_SOLO + voidpf ZLIB_INTERNAL zcalloc OF((voidpf opaque, unsigned items, + unsigned size)); + void ZLIB_INTERNAL zcfree OF((voidpf opaque, voidpf ptr)); +#endif + +#define ZALLOC(strm, items, size) \ + (*((strm)->zalloc))((strm)->opaque, (items), (size)) +#define ZFREE(strm, addr) (*((strm)->zfree))((strm)->opaque, (voidpf)(addr)) +#define TRY_FREE(s, p) {if (p) ZFREE(s, p);} + +/* Reverse the bytes in a 32-bit value */ +#define ZSWAP32(q) ((((q) >> 24) & 0xff) + (((q) >> 8) & 0xff00) + \ + (((q) & 0xff00) << 8) + (((q) & 0xff) << 24)) + +#endif /* ZUTIL_H */ diff --git a/3rdparty/hgOCR/leptonica/jbclass.c b/3rdparty/hgOCR/leptonica/jbclass.c new file mode 100644 index 00000000..e673550c --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jbclass.c @@ -0,0 +1,2576 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/* + * jbclass.c + * + * These are functions for unsupervised classification of + * collections of connected components -- either characters or + * words -- in binary images. They can be used as image + * processing steps in jbig2 compression. + * + * Initialization + * + * JBCLASSER *jbRankHausInit() [rank hausdorff encoder] + * JBCLASSER *jbCorrelationInit() [correlation encoder] + * JBCLASSER *jbCorrelationInitWithoutComponents() [ditto] + * static JBCLASSER *jbCorrelationInitInternal() + * + * Classify the pages + * + * l_int32 jbAddPages() + * l_int32 jbAddPage() + * l_int32 jbAddPageComponents() + * + * Rank hausdorff classifier + * + * l_int32 jbClassifyRankHaus() + * l_int32 pixHaustest() + * l_int32 pixRankHaustest() + * + * Binary correlation classifier + * + * l_int32 jbClassifyCorrelation() + * + * Determine the image components we start with + * + * l_int32 jbGetComponents() + * l_int32 pixWordMaskByDilation() + * l_int32 pixWordBoxesByDilation() + * + * Build grayscale composites (templates) + * + * PIXA *jbAccumulateComposites + * PIXA *jbTemplatesFromComposites + * + * Utility functions for Classer + * + * JBCLASSER *jbClasserCreate() + * void jbClasserDestroy() + * + * Utility functions for Data + * + * JBDATA *jbDataSave() + * void jbDataDestroy() + * l_int32 jbDataWrite() + * JBDATA *jbDataRead() + * PIXA *jbDataRender() + * l_int32 jbGetULCorners() + * l_int32 jbGetLLCorners() + * + * Static helpers + * + * static JBFINDCTX *findSimilarSizedTemplatesInit() + * static l_int32 findSimilarSizedTemplatesNext() + * static void findSimilarSizedTemplatesDestroy() + * static l_int32 finalPositioningForAlignment() + * + * Note: this is NOT an implementation of the JPEG jbig2 + * proposed standard encoder, the specifications for which + * can be found at http://www.jpeg.org/jbigpt2.html. + * (See below for a full implementation.) + * It is an implementation of the lower-level part of an encoder that: + * + * (1) identifies connected components that are going to be used + * (2) puts them in similarity classes (this is an unsupervised + * classifier), and + * (3) stores the result in a simple file format (2 files, + * one for templates and one for page/coordinate/template-index + * quartets). + * + * An actual implementation of the official jbig2 encoder could + * start with parts (1) and (2), and would then compress the quartets + * according to the standards requirements (e.g., Huffman or + * arithmetic coding of coordinate differences and image templates). + * + * The low-level part of the encoder provided here has the + * following useful features: + * + * ~ It is accurate in the identification of templates + * and classes because it uses a windowed hausdorff + * distance metric. + * ~ It is accurate in the placement of the connected + * components, doing a two step process of first aligning + * the the centroids of the template with those of each instance, + * and then making a further correction of up to +- 1 pixel + * in each direction to best align the templates. + * ~ It is fast because it uses a morphologically based + * matching algorithm to implement the hausdorff criterion, + * and it selects the patterns that are possible matches + * based on their size. + * + * We provide two different matching functions, one using Hausdorff + * distance and one using a simple image correlation. + * The Hausdorff method sometimes produces better results for the + * same number of classes, because it gives a relatively small + * effective weight to foreground pixels near the boundary, + * and a relatively large weight to foreground pixels that are + * not near the boundary. By effectively ignoring these boundary + * pixels, Hausdorff weighting corresponds better to the expected + * probabilities of the pixel values in a scanned image, where the + * variations in instances of the same printed character are much + * more likely to be in pixels near the boundary. By contrast, + * the correlation method gives equal weight to all foreground pixels. + * + * For best results, use the correlation method. Correlation takes + * the number of fg pixels in the AND of instance and template, + * divided by the product of the number of fg pixels in instance + * and template. It compares this with a threshold that, in + * general, depends on the fractional coverage of the template. + * For heavy text, the threshold is raised above that for light + * text, By using both these parameters (basic threshold and + * adjustment factor for text weight), one has more flexibility + * and can arrive at the fewest substitution errors, although + * this comes at the price of more templates. + * + * The strict Hausdorff scoring is not a rank weighting, because a + * single pixel beyond the given distance will cause a match + * failure. A rank Hausdorff is more robust to non-boundary noise, + * but it is also more susceptible to confusing components that + * should be in different classes. For implementing a jbig2 + * application for visually lossless binary image compression, + * you have two choices: + * + * (1) use a 3x3 structuring element (size = 3) and a strict + * Hausdorff comparison (rank = 1.0 in the rank Hausdorff + * function). This will result in a minimal number of classes, + * but confusion of small characters, such as italic and + * non-italic lower-case 'o', can still occur. + * (2) use the correlation method with a threshold of 0.85 + * and a weighting factor of about 0.7. This will result in + * a larger number of classes, but should not be confused + * either by similar small characters or by extremely + * thick sans serif characters, such as in prog/cootoots.png. + * + * As mentioned above, if visual substitution errors must be + * avoided, you should use the correlation method. + * + * We provide executables that show how to do the encoding: + * prog/jbrankhaus.c + * prog/jbcorrelation.c + * + * The basic flow for correlation classification goes as follows, + * where specific choices have been made for parameters (Hausdorff + * is the same except for initialization): + * + * // Initialize and save data in the classer + * JBCLASSER *classer = + * jbCorrelationInit(JB_CONN_COMPS, 0, 0, 0.8, 0.7); + * SARRAY *safiles = getSortedPathnamesInDirectory(directory, + * NULL, 0, 0); + * jbAddPages(classer, safiles); + * + * // Save the data in a data structure for serialization, + * // and write it into two files. + * JBDATA *data = jbDataSave(classer); + * jbDataWrite(rootname, data); + * + * // Reconstruct (render) the pages from the encoded data. + * PIXA *pixa = jbDataRender(data, FALSE); + * + * Adam Langley has built a jbig2 standards-compliant encoder, the + * first one to appear in open source. You can get this encoder at: + * http://www.imperialviolet.org/jbig2.html + * + * It uses arithmetic encoding throughout. It encodes binary images + * losslessly with a single arithmetic coding over the full image. + * It also does both lossy and lossless encoding from connected + * components, using leptonica to generate the templates representing + * each cluster. + */ + +#include +#include +#include "allheaders.h" + +//static const l_int32 L_BUF_SIZE = 512; +#define L_BUF_SIZE 512 + + /* For jbClassifyRankHaus(): size of border added around + * pix of each c.c., to allow further processing. This + * should be at least the sum of the MAX_DIFF_HEIGHT + * (or MAX_DIFF_WIDTH) and one-half the size of the Sel */ +static const l_int32 JB_ADDED_PIXELS = 6; + + /* For pixHaustest(), pixRankHaustest() and pixCorrelationScore(): + * choose these to be 2 or greater */ +static const l_int32 MAX_DIFF_WIDTH = 2; /* use at least 2 */ +static const l_int32 MAX_DIFF_HEIGHT = 2; /* use at least 2 */ + + /* In initialization, you have the option to discard components + * (cc, characters or words) that have either width or height larger + * than a given size. This is convenient for jbDataSave(), because + * the components are placed onto a regular lattice with cell + * dimension equal to the maximum component size. The default + * values are given here. If you want to save all components, + * use a sufficiently large set of dimensions. */ +static const l_int32 MAX_CONN_COMP_WIDTH = 350; /* default max cc width */ +static const l_int32 MAX_CHAR_COMP_WIDTH = 350; /* default max char width */ +static const l_int32 MAX_WORD_COMP_WIDTH = 1000; /* default max word width */ +static const l_int32 MAX_COMP_HEIGHT = 120; /* default max component height */ + + /* This stores the state of a state machine which fetches + * similar sized templates */ +struct JbFindTemplatesState +{ + JBCLASSER *classer; /* classer */ + l_int32 w; /* desired width */ + l_int32 h; /* desired height */ + l_int32 i; /* index into two_by_two step array */ + L_DNA *dna; /* current number array */ + l_int32 n; /* current element of dna */ +}; +typedef struct JbFindTemplatesState JBFINDCTX; + + /* Static initialization function */ +static JBCLASSER * jbCorrelationInitInternal(l_int32 components, + l_int32 maxwidth, l_int32 maxheight, l_float32 thresh, + l_float32 weightfactor, l_int32 keep_components); + + /* Static helper functions */ +static JBFINDCTX * findSimilarSizedTemplatesInit(JBCLASSER *classer, PIX *pixs); +static l_int32 findSimilarSizedTemplatesNext(JBFINDCTX *context); +static void findSimilarSizedTemplatesDestroy(JBFINDCTX **pcontext); +static l_int32 finalPositioningForAlignment(PIX *pixs, l_int32 x, l_int32 y, + l_int32 idelx, l_int32 idely, PIX *pixt, + l_int32 *sumtab, l_int32 *pdx, l_int32 *pdy); + +#ifndef NO_CONSOLE_IO +#define DEBUG_CORRELATION_SCORE 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*----------------------------------------------------------------------* + * Initialization * + *----------------------------------------------------------------------*/ +/*! + * \brief jbRankHausInit() + * + * \param[in] components JB_CONN_COMPS, JB_CHARACTERS, JB_WORDS + * \param[in] maxwidth of component; use 0 for default + * \param[in] maxheight of component; use 0 for default + * \param[in] size of square structuring element; 2, representing + * 2x2 sel, is necessary for reasonable accuracy of + * small components; combine this with rank ~ 0.97 + * to avoid undue class expansion + * \param[in] rank rank val of match, each way; in [0.5 - 1.0]; + * when using size = 2, 0.97 is a reasonable value + * \return jbclasser if OK; NULL on error + */ +JBCLASSER * +jbRankHausInit(l_int32 components, + l_int32 maxwidth, + l_int32 maxheight, + l_int32 size, + l_float32 rank) +{ +JBCLASSER *classer; + + PROCNAME("jbRankHausInit"); + + if (components != JB_CONN_COMPS && components != JB_CHARACTERS && + components != JB_WORDS) + return (JBCLASSER *)ERROR_PTR("invalid components", procName, NULL); + if (size < 1 || size > 10) + return (JBCLASSER *)ERROR_PTR("size not reasonable", procName, NULL); + if (rank < 0.5 || rank > 1.0) + return (JBCLASSER *)ERROR_PTR("rank not in [0.5-1.0]", procName, NULL); + if (maxwidth == 0) { + if (components == JB_CONN_COMPS) + maxwidth = MAX_CONN_COMP_WIDTH; + else if (components == JB_CHARACTERS) + maxwidth = MAX_CHAR_COMP_WIDTH; + else /* JB_WORDS */ + maxwidth = MAX_WORD_COMP_WIDTH; + } + if (maxheight == 0) + maxheight = MAX_COMP_HEIGHT; + + if ((classer = jbClasserCreate(JB_RANKHAUS, components)) == NULL) + return (JBCLASSER *)ERROR_PTR("classer not made", procName, NULL); + classer->maxwidth = maxwidth; + classer->maxheight = maxheight; + classer->sizehaus = size; + classer->rankhaus = rank; + classer->dahash = l_dnaHashCreate(5507, 4); /* 5507 is prime */ + classer->keep_pixaa = 1; /* keep all components in pixaa */ + return classer; +} + + +/*! + * \brief jbCorrelationInit() + * + * \param[in] components JB_CONN_COMPS, JB_CHARACTERS, JB_WORDS + * \param[in] maxwidth of component; use 0 for default + * \param[in] maxheight of component; use 0 for default + * \param[in] thresh value for correlation score: in [0.4 - 0.98] + * \param[in] weightfactor corrects thresh for thick characters [0.0 - 1.0] + * \return jbclasser if OK; NULL on error + * + * 
+ * Notes:
+ *      (1) For scanned text, suggested input values are:
+ *            thresh ~ [0.8 - 0.85]
+ *            weightfactor ~ [0.5 - 0.6]
+ *      (2) For electronically generated fonts (e.g., rasterized pdf),
+ *          a very high thresh (e.g., 0.95) will not cause a significant
+ *          increase in the number of classes.
+ *
+ */ +JBCLASSER * +jbCorrelationInit(l_int32 components, + l_int32 maxwidth, + l_int32 maxheight, + l_float32 thresh, + l_float32 weightfactor) +{ + return jbCorrelationInitInternal(components, maxwidth, maxheight, thresh, + weightfactor, 1); +} + +/*! + * \brief jbCorrelationInitWithoutComponents() + * + * \param[in] components JB_CONN_COMPS, JB_CHARACTERS, JB_WORDS + * \param[in] maxwidth of component; use 0 for default + * \param[in] maxheight of component; use 0 for default + * \param[in] thresh value for correlation score: in [0.4 - 0.98] + * \param[in] weightfactor corrects thresh for thick characters [0.0 - 1.0] + * \return jbclasser if OK; NULL on error + * + * 
+ * Notes:
+ *      Acts the same as jbCorrelationInit(), but the resulting
+ *      object doesn't keep a list of all the components.
+ *
+ */ +JBCLASSER * +jbCorrelationInitWithoutComponents(l_int32 components, + l_int32 maxwidth, + l_int32 maxheight, + l_float32 thresh, + l_float32 weightfactor) +{ + return jbCorrelationInitInternal(components, maxwidth, maxheight, thresh, + weightfactor, 0); +} + + +static JBCLASSER * +jbCorrelationInitInternal(l_int32 components, + l_int32 maxwidth, + l_int32 maxheight, + l_float32 thresh, + l_float32 weightfactor, + l_int32 keep_components) +{ +JBCLASSER *classer; + + PROCNAME("jbCorrelationInitInternal"); + + if (components != JB_CONN_COMPS && components != JB_CHARACTERS && + components != JB_WORDS) + return (JBCLASSER *)ERROR_PTR("invalid components", procName, NULL); + if (thresh < 0.4 || thresh > 0.98) + return (JBCLASSER *)ERROR_PTR("thresh not in range [0.4 - 0.98]", + procName, NULL); + if (weightfactor < 0.0 || weightfactor > 1.0) + return (JBCLASSER *)ERROR_PTR("weightfactor not in range [0.0 - 1.0]", + procName, NULL); + if (maxwidth == 0) { + if (components == JB_CONN_COMPS) + maxwidth = MAX_CONN_COMP_WIDTH; + else if (components == JB_CHARACTERS) + maxwidth = MAX_CHAR_COMP_WIDTH; + else /* JB_WORDS */ + maxwidth = MAX_WORD_COMP_WIDTH; + } + if (maxheight == 0) + maxheight = MAX_COMP_HEIGHT; + + + if ((classer = jbClasserCreate(JB_CORRELATION, components)) == NULL) + return (JBCLASSER *)ERROR_PTR("classer not made", procName, NULL); + classer->maxwidth = maxwidth; + classer->maxheight = maxheight; + classer->thresh = thresh; + classer->weightfactor = weightfactor; + classer->dahash = l_dnaHashCreate(5507, 4); /* 5507 is prime */ + classer->keep_pixaa = keep_components; + return classer; +} + + +/*----------------------------------------------------------------------* + * Classify the pages * + *----------------------------------------------------------------------*/ +/*! + * \brief jbAddPages() + * + * \param[in] jbclasser + * \param[in] safiles of page image file names + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) jbclasser makes a copy of the array of file names.
+ *      (2) The caller is still responsible for destroying the input array.
+ *
+ */ +l_ok +jbAddPages(JBCLASSER *classer, + SARRAY *safiles) +{ +l_int32 i, nfiles; +char *fname; +PIX *pix; + + PROCNAME("jbAddPages"); + + if (!classer) + return ERROR_INT("classer not defined", procName, 1); + if (!safiles) + return ERROR_INT("safiles not defined", procName, 1); + + classer->safiles = sarrayCopy(safiles); + nfiles = sarrayGetCount(safiles); + for (i = 0; i < nfiles; i++) { + fname = sarrayGetString(safiles, i, L_NOCOPY); + if ((pix = pixRead(fname)) == NULL) { + L_WARNING("image file %d not read\n", procName, i); + continue; + } + if (pixGetDepth(pix) != 1) { + L_WARNING("image file %d not 1 bpp\n", procName, i); + continue; + } + jbAddPage(classer, pix); + pixDestroy(&pix); + } + + return 0; +} + + +/*! + * \brief jbAddPage() + * + * \param[in] jbclasser + * \param[in] pixs input page + * \return 0 if OK; 1 on error + */ +l_ok +jbAddPage(JBCLASSER *classer, + PIX *pixs) +{ +BOXA *boxas; +PIXA *pixas; + + PROCNAME("jbAddPage"); + + if (!classer) + return ERROR_INT("classer not defined", procName, 1); + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + + classer->w = pixGetWidth(pixs); + classer->h = pixGetHeight(pixs); + + /* Get the appropriate components and their bounding boxes */ + if (jbGetComponents(pixs, classer->components, classer->maxwidth, + classer->maxheight, &boxas, &pixas)) { + return ERROR_INT("components not made", procName, 1); + } + + jbAddPageComponents(classer, pixs, boxas, pixas); + boxaDestroy(&boxas); + pixaDestroy(&pixas); + return 0; +} + + +/*! + * \brief jbAddPageComponents() + * + * \param[in] jbclasser + * \param[in] pixs input page + * \param[in] boxas b.b. of components for this page + * \param[in] pixas components for this page + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) If there are no components on the page, we don't require input
+ *          of empty boxas or pixas, although that's the typical situation.
+ *
+ */ +l_ok +jbAddPageComponents(JBCLASSER *classer, + PIX *pixs, + BOXA *boxas, + PIXA *pixas) +{ +l_int32 n; + + PROCNAME("jbAddPageComponents"); + + if (!classer) + return ERROR_INT("classer not defined", procName, 1); + if (!pixs) + return ERROR_INT("pix not defined", procName, 1); + + /* Test for no components on the current page. Always update the + * number of pages processed, even if nothing is on it. */ + if (!boxas || !pixas || (boxaGetCount(boxas) == 0)) { + classer->npages++; + return 0; + } + + /* Get classes. For hausdorff, it uses a specified size of + * structuring element and specified rank. For correlation, + * it uses a specified threshold. */ + if (classer->method == JB_RANKHAUS) { + if (jbClassifyRankHaus(classer, boxas, pixas)) + return ERROR_INT("rankhaus classification failed", procName, 1); + } else { /* classer->method == JB_CORRELATION */ + if (jbClassifyCorrelation(classer, boxas, pixas)) + return ERROR_INT("correlation classification failed", procName, 1); + } + + /* Find the global UL corners, adjusted for each instance so + * that the class template and instance will have their + * centroids in the same place. Then the template can be + * used to replace the instance. */ + if (jbGetULCorners(classer, pixs, boxas)) + return ERROR_INT("UL corners not found", procName, 1); + + /* Update total component counts and number of pages processed. */ + n = boxaGetCount(boxas); + classer->baseindex += n; + numaAddNumber(classer->nacomps, n); + classer->npages++; + return 0; +} + + +/*----------------------------------------------------------------------* + * Classification using windowed rank hausdorff metric * + *----------------------------------------------------------------------*/ +/*! + * \brief jbClassifyRankHaus() + * + * \param[in] jbclasser + * \param[in] boxa new components for classification + * \param[in] pixas new components for classification + * \return 0 if OK; 1 on error + */ +l_ok +jbClassifyRankHaus(JBCLASSER *classer, + BOXA *boxa, + PIXA *pixas) +{ +l_int32 n, nt, i, wt, ht, iclass, size, found, testval; +l_int32 npages, area1, area3; +l_int32 *tab8; +l_float32 rank, x1, y1, x2, y2; +BOX *box; +NUMA *naclass, *napage; +NUMA *nafg; /* fg area of all instances */ +NUMA *nafgt; /* fg area of all templates */ +JBFINDCTX *findcontext; +L_DNAHASH *dahash; +PIX *pix, *pix1, *pix2, *pix3, *pix4; +PIXA *pixa, *pixa1, *pixa2, *pixat, *pixatd; +PIXAA *pixaa; +PTA *pta, *ptac, *ptact; +SEL *sel; + + PROCNAME("jbClassifyRankHaus"); + + if (!classer) + return ERROR_INT("classer not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + if (!pixas) + return ERROR_INT("pixas not defined", procName, 1); + if ((n = pixaGetCount(pixas)) == 0) + return ERROR_INT("pixas is empty", procName, 1); + if ((nafg = pixaCountPixels(pixas)) == NULL) /* areas for this page */ + return ERROR_INT("fg counting failed", procName, 1); + + npages = classer->npages; + size = classer->sizehaus; + sel = selCreateBrick(size, size, size / 2, size / 2, SEL_HIT); + + /* Generate the bordered pixa, with and without dilation. + * pixa1 and pixa2 contain all the input components. */ + pixa1 = pixaCreate(n); + pixa2 = pixaCreate(n); + for (i = 0; i < n; i++) { + pix = pixaGetPix(pixas, i, L_CLONE); + pix1 = pixAddBorderGeneral(pix, JB_ADDED_PIXELS, JB_ADDED_PIXELS, + JB_ADDED_PIXELS, JB_ADDED_PIXELS, 0); + pix2 = pixDilate(NULL, pix1, sel); + pixaAddPix(pixa1, pix1, L_INSERT); /* un-dilated */ + pixaAddPix(pixa2, pix2, L_INSERT); /* dilated */ + pixDestroy(&pix); + } + + /* Get the centroids of all the bordered images. + * These are relative to the UL corner of each (bordered) pix. */ + pta = pixaCentroids(pixa1); /* centroids for this page; use here */ + ptac = classer->ptac; /* holds centroids of components up to this page */ + ptaJoin(ptac, pta, 0, -1); /* save centroids of all components */ + ptact = classer->ptact; /* holds centroids of templates */ + + /* Use these to save the class and page of each component. */ + naclass = classer->naclass; + napage = classer->napage; + + /* Store the unbordered pix in a pixaa, in a hierarchical + * set of arrays. There is one pixa for each class, + * and the pix in each pixa are all the instances found + * of that class. This is actually more than one would need + * for a jbig2 encoder, but there are two reasons to keep + * them around: (1) the set of instances for each class + * can be used to make an improved binary (or, better, + * a grayscale) template, rather than simply using the first + * one in the set; (2) we can investigate the failures + * of the classifier. This pixaa grows as we process + * successive pages. */ + pixaa = classer->pixaa; + + /* arrays to store class exemplars (templates) */ + pixat = classer->pixat; /* un-dilated */ + pixatd = classer->pixatd; /* dilated */ + + /* Fill up the pixaa tree with the template exemplars as + * the first pix in each pixa. As we add each pix, + * we also add the associated box to the pixa. + * We also keep track of the centroid of each pix, + * and use the difference between centroids (of the + * pix with the exemplar we are checking it with) + * to align the two when checking that the Hausdorff + * distance does not exceed a threshold. + * The threshold is set by the Sel used for dilating. + * For example, a 3x3 brick, sel_3, corresponds to a + * Hausdorff distance of 1. In general, for an NxN brick, + * with N odd, corresponds to a Hausdorff distance of (N - 1)/2. + * It turns out that we actually need to use a sel of size 2x2 + * to avoid small bad components when there is a halftone image + * from which components can be chosen. + * The larger the Sel you use, the fewer the number of classes, + * and the greater the likelihood of putting semantically + * different objects in the same class. For simplicity, + * we do this separately for the case of rank == 1.0 (exact + * match within the Hausdorff distance) and rank < 1.0. */ + rank = classer->rankhaus; + dahash = classer->dahash; + if (rank == 1.0) { + for (i = 0; i < n; i++) { + pix1 = pixaGetPix(pixa1, i, L_CLONE); + pix2 = pixaGetPix(pixa2, i, L_CLONE); + ptaGetPt(pta, i, &x1, &y1); + nt = pixaGetCount(pixat); /* number of templates */ + found = FALSE; + findcontext = findSimilarSizedTemplatesInit(classer, pix1); + while ((iclass = findSimilarSizedTemplatesNext(findcontext)) > -1) { + /* Find score for this template */ + pix3 = pixaGetPix(pixat, iclass, L_CLONE); + pix4 = pixaGetPix(pixatd, iclass, L_CLONE); + ptaGetPt(ptact, iclass, &x2, &y2); + testval = pixHaustest(pix1, pix2, pix3, pix4, x1 - x2, y1 - y2, + MAX_DIFF_WIDTH, MAX_DIFF_HEIGHT); + pixDestroy(&pix3); + pixDestroy(&pix4); + if (testval == 1) { + found = TRUE; + numaAddNumber(naclass, iclass); + numaAddNumber(napage, npages); + if (classer->keep_pixaa) { + pixa = pixaaGetPixa(pixaa, iclass, L_CLONE); + pix = pixaGetPix(pixas, i, L_CLONE); + pixaAddPix(pixa, pix, L_INSERT); + box = boxaGetBox(boxa, i, L_CLONE); + pixaAddBox(pixa, box, L_INSERT); + pixaDestroy(&pixa); + } + break; + } + } + findSimilarSizedTemplatesDestroy(&findcontext); + if (found == FALSE) { /* new class */ + numaAddNumber(naclass, nt); + numaAddNumber(napage, npages); + pixa = pixaCreate(0); + pix = pixaGetPix(pixas, i, L_CLONE); /* unbordered instance */ + pixaAddPix(pixa, pix, L_INSERT); + wt = pixGetWidth(pix); + ht = pixGetHeight(pix); + l_dnaHashAdd(dahash, (l_uint64)ht * wt, nt); + box = boxaGetBox(boxa, i, L_CLONE); + pixaAddBox(pixa, box, L_INSERT); + pixaaAddPixa(pixaa, pixa, L_INSERT); /* unbordered instance */ + ptaAddPt(ptact, x1, y1); + pixaAddPix(pixat, pix1, L_INSERT); /* bordered template */ + pixaAddPix(pixatd, pix2, L_INSERT); /* bordered dil template */ + } else { /* don't save them */ + pixDestroy(&pix1); + pixDestroy(&pix2); + } + } + } else { /* rank < 1.0 */ + nafgt = classer->nafgt; + tab8 = makePixelSumTab8(); + for (i = 0; i < n; i++) { /* all instances on this page */ + pix1 = pixaGetPix(pixa1, i, L_CLONE); + numaGetIValue(nafg, i, &area1); + pix2 = pixaGetPix(pixa2, i, L_CLONE); + ptaGetPt(pta, i, &x1, &y1); /* use pta for this page */ + nt = pixaGetCount(pixat); /* number of templates */ + found = FALSE; + findcontext = findSimilarSizedTemplatesInit(classer, pix1); + while ((iclass = findSimilarSizedTemplatesNext(findcontext)) > -1) { + /* Find score for this template */ + pix3 = pixaGetPix(pixat, iclass, L_CLONE); + numaGetIValue(nafgt, iclass, &area3); + pix4 = pixaGetPix(pixatd, iclass, L_CLONE); + ptaGetPt(ptact, iclass, &x2, &y2); + testval = pixRankHaustest(pix1, pix2, pix3, pix4, + x1 - x2, y1 - y2, + MAX_DIFF_WIDTH, MAX_DIFF_HEIGHT, + area1, area3, rank, tab8); + pixDestroy(&pix3); + pixDestroy(&pix4); + if (testval == 1) { /* greedy match; take the first */ + found = TRUE; + numaAddNumber(naclass, iclass); + numaAddNumber(napage, npages); + if (classer->keep_pixaa) { + pixa = pixaaGetPixa(pixaa, iclass, L_CLONE); + pix = pixaGetPix(pixas, i, L_CLONE); + pixaAddPix(pixa, pix, L_INSERT); + box = boxaGetBox(boxa, i, L_CLONE); + pixaAddBox(pixa, box, L_INSERT); + pixaDestroy(&pixa); + } + break; + } + } + findSimilarSizedTemplatesDestroy(&findcontext); + if (found == FALSE) { /* new class */ + numaAddNumber(naclass, nt); + numaAddNumber(napage, npages); + pixa = pixaCreate(0); + pix = pixaGetPix(pixas, i, L_CLONE); /* unbordered instance */ + pixaAddPix(pixa, pix, L_INSERT); + wt = pixGetWidth(pix); + ht = pixGetHeight(pix); + l_dnaHashAdd(dahash, (l_uint64)ht * wt, nt); + box = boxaGetBox(boxa, i, L_CLONE); + pixaAddBox(pixa, box, L_INSERT); + pixaaAddPixa(pixaa, pixa, L_INSERT); /* unbordered instance */ + ptaAddPt(ptact, x1, y1); + pixaAddPix(pixat, pix1, L_INSERT); /* bordered template */ + pixaAddPix(pixatd, pix2, L_INSERT); /* ditto */ + numaAddNumber(nafgt, area1); + } else { /* don't save them */ + pixDestroy(&pix1); + pixDestroy(&pix2); + } + } + LEPT_FREE(tab8); + } + classer->nclass = pixaGetCount(pixat); + + numaDestroy(&nafg); + ptaDestroy(&pta); + pixaDestroy(&pixa1); + pixaDestroy(&pixa2); + selDestroy(&sel); + return 0; +} + + +/*! + * \brief pixHaustest() + * + * \param[in] pix1 new pix, not dilated + * \param[in] pix2 new pix, dilated + * \param[in] pix3 exemplar pix, not dilated + * \param[in] pix4 exemplar pix, dilated + * \param[in] delx x comp of centroid difference + * \param[in] dely y comp of centroid difference + * \param[in] maxdiffw max width difference of pix1 and pix2 + * \param[in] maxdiffh max height difference of pix1 and pix2 + * \return 0 FALSE) if no match, 1 (TRUE if the new + * pix is in the same class as the exemplar. + * + * 
+ * Notes:
+ *  We check first that the two pix are roughly
+ *  the same size.  Only if they meet that criterion do
+ *  we compare the bitmaps.  The Hausdorff is a 2-way
+ *  check.  The centroid difference is used to align the two
+ *  images to the nearest integer for each of the checks.
+ *  These check that the dilated image of one contains
+ *  ALL the pixels of the undilated image of the other.
+ *  Checks are done in both direction.  A single pixel not
+ *  contained in either direction results in failure of the test.
+ *
+ */ +l_int32 +pixHaustest(PIX *pix1, + PIX *pix2, + PIX *pix3, + PIX *pix4, + l_float32 delx, /* x(1) - x(3) */ + l_float32 dely, /* y(1) - y(3) */ + l_int32 maxdiffw, + l_int32 maxdiffh) +{ +l_int32 wi, hi, wt, ht, delw, delh, idelx, idely, boolmatch; +PIX *pixt; + + /* Eliminate possible matches based on size difference */ + wi = pixGetWidth(pix1); + hi = pixGetHeight(pix1); + wt = pixGetWidth(pix3); + ht = pixGetHeight(pix3); + delw = L_ABS(wi - wt); + if (delw > maxdiffw) + return FALSE; + delh = L_ABS(hi - ht); + if (delh > maxdiffh) + return FALSE; + + /* Round difference in centroid location to nearest integer; + * use this as a shift when doing the matching. */ + if (delx >= 0) + idelx = (l_int32)(delx + 0.5); + else + idelx = (l_int32)(delx - 0.5); + if (dely >= 0) + idely = (l_int32)(dely + 0.5); + else + idely = (l_int32)(dely - 0.5); + + /* Do 1-direction hausdorff, checking that every pixel in pix1 + * is within a dilation distance of some pixel in pix3. Namely, + * that pix4 entirely covers pix1: + * pixt = pixSubtract(NULL, pix1, pix4), including shift + * where pixt has no ON pixels. */ + pixt = pixCreateTemplate(pix1); + pixRasterop(pixt, 0, 0, wi, hi, PIX_SRC, pix1, 0, 0); + pixRasterop(pixt, idelx, idely, wi, hi, PIX_DST & PIX_NOT(PIX_SRC), + pix4, 0, 0); + pixZero(pixt, &boolmatch); + if (boolmatch == 0) { + pixDestroy(&pixt); + return FALSE; + } + + /* Do 1-direction hausdorff, checking that every pixel in pix3 + * is within a dilation distance of some pixel in pix1. Namely, + * that pix2 entirely covers pix3: + * pixSubtract(pixt, pix3, pix2), including shift + * where pixt has no ON pixels. */ + pixRasterop(pixt, idelx, idely, wt, ht, PIX_SRC, pix3, 0, 0); + pixRasterop(pixt, 0, 0, wt, ht, PIX_DST & PIX_NOT(PIX_SRC), pix2, 0, 0); + pixZero(pixt, &boolmatch); + pixDestroy(&pixt); + return boolmatch; +} + + +/*! + * \brief pixRankHaustest() + * + * \param[in] pix1 new pix, not dilated + * \param[in] pix2 new pix, dilated + * \param[in] pix3 exemplar pix, not dilated + * \param[in] pix4 exemplar pix, dilated + * \param[in] delx x comp of centroid difference + * \param[in] dely y comp of centroid difference + * \param[in] maxdiffw max width difference of pix1 and pix2 + * \param[in] maxdiffh max height difference of pix1 and pix2 + * \param[in] area1 fg pixels in pix1 + * \param[in] area3 fg pixels in pix3 + * \param[in] rank rank value of test, each way + * \param[in] tab8 table of pixel sums for byte + * \return 0 FALSE) if no match, 1 (TRUE if the new + * pix is in the same class as the exemplar. + * + * 
+ * Notes:
+ *  We check first that the two pix are roughly
+ *  the same size.  Only if they meet that criterion do
+ *  we compare the bitmaps.  We convert the rank value to
+ *  a number of pixels by multiplying the rank fraction by the number
+ *  of pixels in the undilated image.  The Hausdorff is a 2-way
+ *  check.  The centroid difference is used to align the two
+ *  images to the nearest integer for each of the checks.
+ *  The rank hausdorff checks that the dilated image of one
+ *  contains the rank fraction of the pixels of the undilated
+ *  image of the other.   Checks are done in both direction.
+ *  Failure of the test in either direction results in failure
+ *  of the test.
+ *
+ */ +l_int32 +pixRankHaustest(PIX *pix1, + PIX *pix2, + PIX *pix3, + PIX *pix4, + l_float32 delx, /* x(1) - x(3) */ + l_float32 dely, /* y(1) - y(3) */ + l_int32 maxdiffw, + l_int32 maxdiffh, + l_int32 area1, + l_int32 area3, + l_float32 rank, + l_int32 *tab8) +{ +l_int32 wi, hi, wt, ht, delw, delh, idelx, idely, boolmatch; +l_int32 thresh1, thresh3; +PIX *pixt; + + /* Eliminate possible matches based on size difference */ + wi = pixGetWidth(pix1); + hi = pixGetHeight(pix1); + wt = pixGetWidth(pix3); + ht = pixGetHeight(pix3); + delw = L_ABS(wi - wt); + if (delw > maxdiffw) + return FALSE; + delh = L_ABS(hi - ht); + if (delh > maxdiffh) + return FALSE; + + /* Upper bounds in remaining pixels for allowable match */ + thresh1 = (l_int32)(area1 * (1. - rank) + 0.5); + thresh3 = (l_int32)(area3 * (1. - rank) + 0.5); + + /* Round difference in centroid location to nearest integer; + * use this as a shift when doing the matching. */ + if (delx >= 0) + idelx = (l_int32)(delx + 0.5); + else + idelx = (l_int32)(delx - 0.5); + if (dely >= 0) + idely = (l_int32)(dely + 0.5); + else + idely = (l_int32)(dely - 0.5); + + /* Do 1-direction hausdorff, checking that every pixel in pix1 + * is within a dilation distance of some pixel in pix3. Namely, + * that pix4 entirely covers pix1: + * pixt = pixSubtract(NULL, pix1, pix4), including shift + * where pixt has no ON pixels. */ + pixt = pixCreateTemplate(pix1); + pixRasterop(pixt, 0, 0, wi, hi, PIX_SRC, pix1, 0, 0); + pixRasterop(pixt, idelx, idely, wi, hi, PIX_DST & PIX_NOT(PIX_SRC), + pix4, 0, 0); + pixThresholdPixelSum(pixt, thresh1, &boolmatch, tab8); + if (boolmatch == 1) { /* above thresh1 */ + pixDestroy(&pixt); + return FALSE; + } + + /* Do 1-direction hausdorff, checking that every pixel in pix3 + * is within a dilation distance of some pixel in pix1. Namely, + * that pix2 entirely covers pix3: + * pixSubtract(pixt, pix3, pix2), including shift + * where pixt has no ON pixels. */ + pixRasterop(pixt, idelx, idely, wt, ht, PIX_SRC, pix3, 0, 0); + pixRasterop(pixt, 0, 0, wt, ht, PIX_DST & PIX_NOT(PIX_SRC), pix2, 0, 0); + pixThresholdPixelSum(pixt, thresh3, &boolmatch, tab8); + pixDestroy(&pixt); + if (boolmatch == 1) /* above thresh3 */ + return FALSE; + else + return TRUE; +} + + +/*----------------------------------------------------------------------* + * Classification using windowed correlation score * + *----------------------------------------------------------------------*/ +/*! + * \brief jbClassifyCorrelation() + * + * \param[in] jbclasser + * \param[in] boxa new components for classification + * \param[in] pixas new components for classification + * \return 0 if OK; 1 on error + */ +l_ok +jbClassifyCorrelation(JBCLASSER *classer, + BOXA *boxa, + PIXA *pixas) +{ +l_int32 n, nt, i, iclass, wt, ht, found, area, area1, area2, npages, + overthreshold; +l_int32 *sumtab, *centtab; +l_uint32 *row, word; +l_float32 x1, y1, x2, y2, xsum, ysum; +l_float32 thresh, weight, threshold; +BOX *box; +NUMA *naclass, *napage; +NUMA *nafgt; /* fg area of all templates */ +NUMA *naarea; /* w * h area of all templates */ +JBFINDCTX *findcontext; +L_DNAHASH *dahash; +PIX *pix, *pix1, *pix2; +PIXA *pixa, *pixa1, *pixat; +PIXAA *pixaa; +PTA *pta, *ptac, *ptact; +l_int32 *pixcts; /* pixel counts of each pixa */ +l_int32 **pixrowcts; /* row-by-row pixel counts of each pixa */ +l_int32 x, y, rowcount, downcount, wpl; +l_uint8 byte; + + PROCNAME("jbClassifyCorrelation"); + + if (!classer) + return ERROR_INT("classer not found", procName, 1); + if (!boxa) + return ERROR_INT("boxa not found", procName, 1); + if (!pixas) + return ERROR_INT("pixas not found", procName, 1); + + npages = classer->npages; + + /* Generate the bordered pixa, which contains all the the + * input components. This will not be saved. */ + if ((n = pixaGetCount(pixas)) == 0) { + L_WARNING("pixas is empty\n", procName); + return 0; + } + pixa1 = pixaCreate(n); + for (i = 0; i < n; i++) { + pix = pixaGetPix(pixas, i, L_CLONE); + pix1 = pixAddBorderGeneral(pix, JB_ADDED_PIXELS, JB_ADDED_PIXELS, + JB_ADDED_PIXELS, JB_ADDED_PIXELS, 0); + pixaAddPix(pixa1, pix1, L_INSERT); + pixDestroy(&pix); + } + + /* Use these to save the class and page of each component. */ + naclass = classer->naclass; + napage = classer->napage; + + /* Get the number of fg pixels in each component. */ + nafgt = classer->nafgt; /* holds fg areas of the templates */ + sumtab = makePixelSumTab8(); + + pixcts = (l_int32 *)LEPT_CALLOC(n, sizeof(*pixcts)); + pixrowcts = (l_int32 **)LEPT_CALLOC(n, sizeof(*pixrowcts)); + centtab = makePixelCentroidTab8(); + + /* Count the "1" pixels in each row of the pix in pixa1; this + * allows pixCorrelationScoreThresholded to abort early if a match + * is impossible. This loop merges three calculations: the total + * number of "1" pixels, the number of "1" pixels in each row, and + * the centroid. The centroids are relative to the UL corner of + * each (bordered) pix. The pixrowcts[i][y] are the total number + * of fg pixels in pixa[i] below row y. */ + pta = ptaCreate(n); + for (i = 0; i < n; i++) { + pix = pixaGetPix(pixa1, i, L_CLONE); + pixrowcts[i] = (l_int32 *)LEPT_CALLOC(pixGetHeight(pix), + sizeof(**pixrowcts)); + xsum = 0; + ysum = 0; + wpl = pixGetWpl(pix); + row = pixGetData(pix) + (pixGetHeight(pix) - 1) * wpl; + downcount = 0; + for (y = pixGetHeight(pix) - 1; y >= 0; y--, row -= wpl) { + pixrowcts[i][y] = downcount; + rowcount = 0; + for (x = 0; x < wpl; x++) { + word = row[x]; + byte = word & 0xff; + rowcount += sumtab[byte]; + xsum += centtab[byte] + (x * 32 + 24) * sumtab[byte]; + byte = (word >> 8) & 0xff; + rowcount += sumtab[byte]; + xsum += centtab[byte] + (x * 32 + 16) * sumtab[byte]; + byte = (word >> 16) & 0xff; + rowcount += sumtab[byte]; + xsum += centtab[byte] + (x * 32 + 8) * sumtab[byte]; + byte = (word >> 24) & 0xff; + rowcount += sumtab[byte]; + xsum += centtab[byte] + x * 32 * sumtab[byte]; + } + downcount += rowcount; + ysum += rowcount * y; + } + pixcts[i] = downcount; + if (downcount > 0) { + ptaAddPt(pta, + xsum / (l_float32)downcount, ysum / (l_float32)downcount); + } else { /* no pixels; shouldn't happen */ + L_ERROR("downcount == 0 !\n", procName); + ptaAddPt(pta, pixGetWidth(pix) / 2, pixGetHeight(pix) / 2); + } + pixDestroy(&pix); + } + + ptac = classer->ptac; /* holds centroids of components up to this page */ + ptaJoin(ptac, pta, 0, -1); /* save centroids of all components */ + ptact = classer->ptact; /* holds centroids of templates */ + + /* Store the unbordered pix in a pixaa, in a hierarchical + * set of arrays. There is one pixa for each class, + * and the pix in each pixa are all the instances found + * of that class. This is actually more than one would need + * for a jbig2 encoder, but there are two reasons to keep + * them around: (1) the set of instances for each class + * can be used to make an improved binary (or, better, + * a grayscale) template, rather than simply using the first + * one in the set; (2) we can investigate the failures + * of the classifier. This pixaa grows as we process + * successive pages. */ + pixaa = classer->pixaa; + + /* Array to store class exemplars */ + pixat = classer->pixat; + + /* Fill up the pixaa tree with the template exemplars as + * the first pix in each pixa. As we add each pix, + * we also add the associated box to the pixa. + * We also keep track of the centroid of each pix, + * and use the difference between centroids (of the + * pix with the exemplar we are checking it with) + * to align the two when checking that the correlation + * score exceeds a threshold. The correlation score + * is given by the square of the area of the AND + * between aligned instance and template, divided by + * the product of areas of each image. For identical + * template and instance, the score is 1.0. + * If the threshold is too small, non-equivalent instances + * will be placed in the same class; if too large, there will + * be an unnecessary division of classes representing the + * same character. The weightfactor adds in some of the + * difference (1.0 - thresh), depending on the heaviness + * of the template (measured as the fraction of fg pixels). */ + thresh = classer->thresh; + weight = classer->weightfactor; + naarea = classer->naarea; + dahash = classer->dahash; + for (i = 0; i < n; i++) { + pix1 = pixaGetPix(pixa1, i, L_CLONE); + area1 = pixcts[i]; + ptaGetPt(pta, i, &x1, &y1); /* centroid for this instance */ + nt = pixaGetCount(pixat); + found = FALSE; + findcontext = findSimilarSizedTemplatesInit(classer, pix1); + while ( (iclass = findSimilarSizedTemplatesNext(findcontext)) > -1) { + /* Get the template */ + pix2 = pixaGetPix(pixat, iclass, L_CLONE); + numaGetIValue(nafgt, iclass, &area2); + ptaGetPt(ptact, iclass, &x2, &y2); /* template centroid */ + + /* Find threshold for this template */ + if (weight > 0.0) { + numaGetIValue(naarea, iclass, &area); + threshold = thresh + (1. - thresh) * weight * area2 / area; + } else { + threshold = thresh; + } + + /* Find score for this template */ + overthreshold = pixCorrelationScoreThresholded(pix1, pix2, + area1, area2, x1 - x2, y1 - y2, + MAX_DIFF_WIDTH, MAX_DIFF_HEIGHT, + sumtab, pixrowcts[i], threshold); +#if DEBUG_CORRELATION_SCORE + { + l_float32 score, testscore; + l_int32 count, testcount; + pixCorrelationScore(pix1, pix2, area1, area2, x1 - x2, y1 - y2, + MAX_DIFF_WIDTH, MAX_DIFF_HEIGHT, + sumtab, &score); + + pixCorrelationScoreSimple(pix1, pix2, area1, area2, + x1 - x2, y1 - y2, MAX_DIFF_WIDTH, + MAX_DIFF_HEIGHT, sumtab, &testscore); + count = (l_int32)rint(sqrt(score * area1 * area2)); + testcount = (l_int32)rint(sqrt(testscore * area1 * area2)); + if ((score >= threshold) != (testscore >= threshold)) { + fprintf(stderr, "Correlation score mismatch: " + "%d(%g,%d) vs %d(%g,%d) (%g)\n", + count, score, score >= threshold, + testcount, testscore, testscore >= threshold, + score - testscore); + } + + if ((score >= threshold) != overthreshold) { + fprintf(stderr, "Mismatch between correlation/threshold " + "comparison: %g(%g,%d) >= %g(%g) vs %s\n", + score, score*area1*area2, count, threshold, + threshold*area1*area2, + (overthreshold ? "true" : "false")); + } + } +#endif /* DEBUG_CORRELATION_SCORE */ + pixDestroy(&pix2); + + if (overthreshold) { /* greedy match */ + found = TRUE; + numaAddNumber(naclass, iclass); + numaAddNumber(napage, npages); + if (classer->keep_pixaa) { + /* We are keeping a record of all components */ + pixa = pixaaGetPixa(pixaa, iclass, L_CLONE); + pix = pixaGetPix(pixas, i, L_CLONE); + pixaAddPix(pixa, pix, L_INSERT); + box = boxaGetBox(boxa, i, L_CLONE); + pixaAddBox(pixa, box, L_INSERT); + pixaDestroy(&pixa); + } + break; + } + } + findSimilarSizedTemplatesDestroy(&findcontext); + if (found == FALSE) { /* new class */ + numaAddNumber(naclass, nt); + numaAddNumber(napage, npages); + pixa = pixaCreate(0); + pix = pixaGetPix(pixas, i, L_CLONE); /* unbordered instance */ + pixaAddPix(pixa, pix, L_INSERT); + wt = pixGetWidth(pix); + ht = pixGetHeight(pix); + l_dnaHashAdd(dahash, (l_uint64)ht * wt, nt); + box = boxaGetBox(boxa, i, L_CLONE); + pixaAddBox(pixa, box, L_INSERT); + pixaaAddPixa(pixaa, pixa, L_INSERT); /* unbordered instance */ + ptaAddPt(ptact, x1, y1); + numaAddNumber(nafgt, area1); + pixaAddPix(pixat, pix1, L_INSERT); /* bordered template */ + area = (pixGetWidth(pix1) - 2 * JB_ADDED_PIXELS) * + (pixGetHeight(pix1) - 2 * JB_ADDED_PIXELS); + numaAddNumber(naarea, area); + } else { /* don't save it */ + pixDestroy(&pix1); + } + } + classer->nclass = pixaGetCount(pixat); + + LEPT_FREE(pixcts); + LEPT_FREE(centtab); + for (i = 0; i < n; i++) { + LEPT_FREE(pixrowcts[i]); + } + LEPT_FREE(pixrowcts); + + LEPT_FREE(sumtab); + ptaDestroy(&pta); + pixaDestroy(&pixa1); + return 0; +} + + +/*----------------------------------------------------------------------* + * Determine the image components we start with * + *----------------------------------------------------------------------*/ +/*! + * \brief jbGetComponents() + * + * \param[in] pixs 1 bpp + * \param[in] components JB_CONN_COMPS, JB_CHARACTERS, JB_WORDS + * \param[in] maxwidth of saved components; larger are discarded + * \param[in] maxheight of saved components; larger are discarded + * \param[out] ppboxa b.b. of component items + * \param[out] pppixa component items + * \return 0 if OK, 1 on error + */ +l_ok +jbGetComponents(PIX *pixs, + l_int32 components, + l_int32 maxwidth, + l_int32 maxheight, + BOXA **pboxad, + PIXA **ppixad) +{ +l_int32 empty, res, redfactor; +BOXA *boxa; +PIX *pix1, *pix2, *pix3; +PIXA *pixa, *pixat; + + PROCNAME("jbGetComponents"); + + if (!pboxad) + return ERROR_INT("&boxad not defined", procName, 1); + *pboxad = NULL; + if (!ppixad) + return ERROR_INT("&pixad not defined", procName, 1); + *ppixad = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (components != JB_CONN_COMPS && components != JB_CHARACTERS && + components != JB_WORDS) + return ERROR_INT("invalid components", procName, 1); + + pixZero(pixs, &empty); + if (empty) { + *pboxad = boxaCreate(0); + *ppixad = pixaCreate(0); + return 0; + } + + /* If required, preprocess input pixs. The method for both + * characters and words is to generate a connected component + * mask over the units that we want to aggregrate, which are, + * in general, sets of related connected components in pixs. + * For characters, we want to include the dots with + * 'i', 'j' and '!', so we do a small vertical closing to + * generate the mask. For words, we make a mask over all + * characters in each word. This is a bit more tricky, because + * the spacing between words is difficult to predict a priori, + * and words can be typeset with variable spacing that can + * in some cases be barely larger than the space between + * characters. The first step is to generate the mask and + * identify each of its connected components. */ + if (components == JB_CONN_COMPS) { /* no preprocessing */ + boxa = pixConnComp(pixs, &pixa, 8); + } else if (components == JB_CHARACTERS) { + pix1 = pixMorphSequence(pixs, "c1.6", 0); + boxa = pixConnComp(pix1, &pixat, 8); + pixa = pixaClipToPix(pixat, pixs); + pixDestroy(&pix1); + pixaDestroy(&pixat); + } else { /* components == JB_WORDS */ + + /* Do the operations at about 150 ppi resolution. + * It is much faster at 75 ppi, but the results are + * more accurate at 150 ppi. This will segment the + * words in body text. It can be expected that relatively + * infrequent words in a larger font will be split. */ + res = pixGetXRes(pixs); + if (res <= 200) { + redfactor = 1; + pix1 = pixClone(pixs); + } else if (res <= 400) { + redfactor = 2; + pix1 = pixReduceRankBinaryCascade(pixs, 1, 0, 0, 0); + } else { + redfactor = 4; + pix1 = pixReduceRankBinaryCascade(pixs, 1, 1, 0, 0); + } + + /* Estimate the word mask, at approximately 150 ppi. + * This has both very large and very small components left in. */ + pixWordMaskByDilation(pix1, &pix2, NULL, NULL); + + /* Expand the optimally dilated word mask to full res. */ + pix3 = pixExpandReplicate(pix2, redfactor); + + /* Pull out the pixels in pixs corresponding to the mask + * components in pix3. Note that above we used threshold + * levels in the reduction of 1 to insure that the resulting + * mask fully covers the input pixs. The downside of using + * a threshold of 1 is that very close characters from adjacent + * lines can be joined. But with a level of 2 or greater, + * it is necessary to use a seedfill, followed by a pixOr(): + * pixt4 = pixSeedfillBinary(NULL, pix3, pixs, 8); + * pixOr(pix3, pix3, pixt4); + * to insure that the mask coverage is complete over pixs. */ + boxa = pixConnComp(pix3, &pixat, 4); + pixa = pixaClipToPix(pixat, pixs); + pixaDestroy(&pixat); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + } + + /* Remove large components, and save the results. */ + *ppixad = pixaSelectBySize(pixa, maxwidth, maxheight, L_SELECT_IF_BOTH, + L_SELECT_IF_LTE, NULL); + *pboxad = boxaSelectBySize(boxa, maxwidth, maxheight, L_SELECT_IF_BOTH, + L_SELECT_IF_LTE, NULL); + pixaDestroy(&pixa); + boxaDestroy(&boxa); + + return 0; +} + + +/*! + * \brief pixWordMaskByDilation() + * + * \param[in] pixs 1 bpp; typ. at 75 to 150 ppi + * \param[out] pmask [optional] dilated word mask + * \param[out] psize [optional] size of good horizontal dilation + * \param[out] pixadb [optional] debug: pixa of intermediate steps + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This gives an estimate of the word masks.  See
+ *          pixWordBoxesByDilation() for further filtering of the word boxes.
+ *      (2) The resolution should be between 75 and 150 ppi, and the optimal
+ *          dilation will be between 3 and 10.
+ *      (3) A good size for dilating to get word masks is optionally returned.
+ *      (4) Typically, the number of c.c. reduced with each successive
+ *          dilation (stored in nadiff) decreases quickly to a minimum
+ *          (where the characters in a word are joined), and then
+ *          increases again as the smaller number of words are joined.
+ *          For the typical case, you can then look for this minimum
+ *          and dilate to get the word mask.  However, there are many
+ *          cases where the function is not so simple. For example, if the
+ *          pix has been upscaled 2x, the nadiff function oscillates, with
+ *          every other value being zero!  And for some images it tails
+ *          off without a clear minimum to indicate where to break.
+ *          So a more simple and robust method is to find the dilation
+ *          where the initial number of c.c. has been reduced by some
+ *          fraction (we use a 70% reduction).
+ *
+ */ +l_ok +pixWordMaskByDilation(PIX *pixs, + PIX **ppixm, + l_int32 *psize, + PIXA *pixadb) +{ +l_int32 i, n, ndil, maxdiff, diff, ibest; +l_int32 check, count, total, xres; +l_int32 ncc[13]; /* max dilation + 1 */ +l_int32 *diffa; +BOXA *boxa; +NUMA *nacc, *nadiff; +PIX *pix1, *pix2; + + PROCNAME("pixWordMaskByDilation"); + + if (ppixm) *ppixm = NULL; + if (psize) *psize = 0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs undefined or not 1 bpp", procName, 1); + if (!ppixm && !psize) + return ERROR_INT("no output requested", procName, 1); + + /* Find a good dilation to create the word mask, by successively + * increasing dilation size and counting the connected components. */ + pix1 = pixCopy(NULL, pixs); + ndil = 12; /* appropriate for 75 to 150 ppi */ + nacc = numaCreate(ndil + 1); + nadiff = numaCreate(ndil + 1); + for (i = 0; i <= ndil; i++) { + if (i == 0) /* first one not dilated */ + pix2 = pixCopy(NULL, pix1); + else /* successive dilation by sel_2h */ + pix2 = pixMorphSequence(pix1, "d2.1", 0); + boxa = pixConnCompBB(pix2, 4); + ncc[i] = boxaGetCount(boxa); + numaAddNumber(nacc, ncc[i]); + if (i == 0) total = ncc[0]; + if (i > 0) { + diff = ncc[i - 1] - ncc[i]; + numaAddNumber(nadiff, diff); + } + pixDestroy(&pix1); + pix1 = pix2; + boxaDestroy(&boxa); + } + pixDestroy(&pix1); + + /* Find the dilation at which the c.c. count has reduced + * to 30% of the initial value. Although 30% seems high, + * it seems better to use this but add one to ibest. */ + diffa = numaGetIArray(nadiff); + n = numaGetCount(nadiff); + maxdiff = 0; + check = TRUE; + ibest = 2; + for (i = 1; i < n; i++) { + numaGetIValue(nacc, i, &count); + if (check && count < 0.3 * total) { + ibest = i + 1; + check = FALSE; + } + diff = diffa[i]; + if (diff > maxdiff) + maxdiff = diff; + } + LEPT_FREE(diffa); + + /* Add small compensation for higher resolution */ + xres = pixGetXRes(pixs); + if (xres == 0) xres = 150; + if (xres > 110) ibest++; + if (ibest < 2) { + L_INFO("setting ibest to minimum allowed value of 2\n", procName); + ibest = 2; + } + + if (pixadb) { + lept_mkdir("lept/jb"); + {GPLOT *gplot; + NUMA *naseq; + PIX *pix3, *pix4; + L_INFO("Best dilation: %d\n", procName, L_MAX(3, ibest + 1)); + naseq = numaMakeSequence(1, 1, numaGetCount(nacc)); + gplot = gplotCreate("/tmp/lept/jb/numcc", GPLOT_PNG, + "Number of cc vs. horizontal dilation", + "Sel horiz", "Number of cc"); + gplotAddPlot(gplot, naseq, nacc, GPLOT_LINES, ""); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + pix3 = pixRead("/tmp/lept/jb/numcc.png"); + pixaAddPix(pixadb, pix3, L_INSERT); + numaDestroy(&naseq); + naseq = numaMakeSequence(1, 1, numaGetCount(nadiff)); + gplot = gplotCreate("/tmp/lept/jb/diffcc", GPLOT_PNG, + "Diff count of cc vs. horizontal dilation", + "Sel horiz", "Diff in cc"); + gplotAddPlot(gplot, naseq, nadiff, GPLOT_LINES, ""); + gplotMakeOutput(gplot); + gplotDestroy(&gplot); + pix3 = pixRead("/tmp/lept/jb/diffcc.png"); + pixaAddPix(pixadb, pix3, L_INSERT); + numaDestroy(&naseq); + pix3 = pixCloseBrick(NULL, pixs, ibest + 1, 1); + pix4 = pixScaleToSize(pix3, 600, 0); + pixaAddPix(pixadb, pix4, L_INSERT); + pixDestroy(&pix3); + } + } + + if (psize) *psize = ibest + 1; + if (ppixm) + *ppixm = pixCloseBrick(NULL, pixs, ibest + 1, 1); + + numaDestroy(&nacc); + numaDestroy(&nadiff); + return 0; +} + + +/*! + * \brief pixWordBoxesByDilation() + * + * \param[in] pixs 1 bpp; typ. 75 - 200 ppi + * \param[in] minwidth saved components; smaller are discarded + * \param[in] minheight saved components; smaller are discarded + * \param[in] maxwidth saved components; larger are discarded + * \param[in] maxheight saved components; larger are discarded + * \param[out] pboxa of dilated word mask + * \param[out] psize [optional] size of good horizontal dilation + * \param[out] pixadb [optional] debug: pixa of intermediate steps + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Returns a pruned set of word boxes.
+ *      (2) See pixWordMaskByDilation().
+ *
+ */ +l_ok +pixWordBoxesByDilation(PIX *pixs, + l_int32 minwidth, + l_int32 minheight, + l_int32 maxwidth, + l_int32 maxheight, + BOXA **pboxa, + l_int32 *psize, + PIXA *pixadb) +{ +BOXA *boxa1, *boxa2; +PIX *pix1, *pix2; + + PROCNAME("pixWordBoxesByDilation"); + + if (psize) *psize = 0; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs undefined or not 1 bpp", procName, 1); + if (!pboxa) + return ERROR_INT("&boxa not defined", procName, 1); + *pboxa = NULL; + + /* Make a first estimate of the word mask */ + if (pixWordMaskByDilation(pixs, &pix1, psize, pixadb)) + return ERROR_INT("pixWordMaskByDilation() failed", procName, 1); + + /* Prune the word mask. Get the bounding boxes of the words. + * Remove the small ones, which can be due to punctuation + * that was not joined to a word. Also remove the large ones, + * which are not likely to be words. */ + boxa1 = pixConnComp(pix1, NULL, 8); + boxa2 = boxaSelectBySize(boxa1, minwidth, minheight, L_SELECT_IF_BOTH, + L_SELECT_IF_GTE, NULL); + *pboxa = boxaSelectBySize(boxa2, maxwidth, maxheight, L_SELECT_IF_BOTH, + L_SELECT_IF_LTE, NULL); + if (pixadb) { + pix2 = pixUnpackBinary(pixs, 32, 1); + pixRenderBoxaArb(pix2, boxa1, 2, 255, 0, 0); + pixaAddPix(pixadb, pix2, L_INSERT); + pix2 = pixUnpackBinary(pixs, 32, 1); + pixRenderBoxaArb(pix2, boxa2, 2, 0, 255, 0); + pixaAddPix(pixadb, pix2, L_INSERT); + } + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + pixDestroy(&pix1); + return 0; +} + + +/*----------------------------------------------------------------------* + * Build grayscale composites (templates) * + *----------------------------------------------------------------------*/ +/*! + * \brief jbAccumulateComposites() + * + * \param[in] pixaa one pixa for each class + * \param[out] ppna number of samples used to build each composite + * \param[out] pptat centroids of bordered composites + * \return pixad accumulated sum of samples in each class, or NULL on error + * + */ +PIXA * +jbAccumulateComposites(PIXAA *pixaa, + NUMA **pna, + PTA **pptat) +{ +l_int32 n, nt, i, j, d, minw, maxw, minh, maxh, xdiff, ydiff; +l_float32 x, y, xave, yave; +NUMA *na; +PIX *pix, *pixt1, *pixt2, *pixsum; +PIXA *pixa, *pixad; +PTA *ptat, *pta; + + PROCNAME("jbAccumulateComposites"); + + if (!pptat) + return (PIXA *)ERROR_PTR("&ptat not defined", procName, NULL); + *pptat = NULL; + if (!pna) + return (PIXA *)ERROR_PTR("&na not defined", procName, NULL); + *pna = NULL; + if (!pixaa) + return (PIXA *)ERROR_PTR("pixaa not defined", procName, NULL); + + n = pixaaGetCount(pixaa, NULL); + if ((ptat = ptaCreate(n)) == NULL) + return (PIXA *)ERROR_PTR("ptat not made", procName, NULL); + *pptat = ptat; + pixad = pixaCreate(n); + na = numaCreate(n); + *pna = na; + + for (i = 0; i < n; i++) { + pixa = pixaaGetPixa(pixaa, i, L_CLONE); + nt = pixaGetCount(pixa); + numaAddNumber(na, nt); + if (nt == 0) { + L_WARNING("empty pixa found!\n", procName); + pixaDestroy(&pixa); + continue; + } + pixaSizeRange(pixa, &minw, &minh, &maxw, &maxh); + pix = pixaGetPix(pixa, 0, L_CLONE); + d = pixGetDepth(pix); + pixDestroy(&pix); + pixt1 = pixCreate(maxw, maxh, d); + pixsum = pixInitAccumulate(maxw, maxh, 0); + pta = pixaCentroids(pixa); + + /* Find the average value of the centroids ... */ + xave = yave = 0; + for (j = 0; j < nt; j++) { + ptaGetPt(pta, j, &x, &y); + xave += x; + yave += y; + } + xave = xave / (l_float32)nt; + yave = yave / (l_float32)nt; + + /* and place all centroids at their average value */ + for (j = 0; j < nt; j++) { + pixt2 = pixaGetPix(pixa, j, L_CLONE); + ptaGetPt(pta, j, &x, &y); + xdiff = (l_int32)(x - xave); + ydiff = (l_int32)(y - yave); + pixClearAll(pixt1); + pixRasterop(pixt1, xdiff, ydiff, maxw, maxh, PIX_SRC, + pixt2, 0, 0); + pixAccumulate(pixsum, pixt1, L_ARITH_ADD); + pixDestroy(&pixt2); + } + pixaAddPix(pixad, pixsum, L_INSERT); + ptaAddPt(ptat, xave, yave); + + pixaDestroy(&pixa); + pixDestroy(&pixt1); + ptaDestroy(&pta); + } + + return pixad; +} + + +/*! + * \brief jbTemplatesFromComposites() + * + * \param[in] pixac one pix of composites for each class + * \param[in] na number of samples used for each class composite + * \return pixad 8 bpp templates for each class, or NULL on error + * + */ +PIXA * +jbTemplatesFromComposites(PIXA *pixac, + NUMA *na) +{ +l_int32 n, i; +l_float32 nt; /* number of samples in the composite; always an integer */ +l_float32 factor; +PIX *pixsum; /* accumulated composite */ +PIX *pixd; +PIXA *pixad; + + PROCNAME("jbTemplatesFromComposites"); + + if (!pixac) + return (PIXA *)ERROR_PTR("pixac not defined", procName, NULL); + if (!na) + return (PIXA *)ERROR_PTR("na not defined", procName, NULL); + + n = pixaGetCount(pixac); + pixad = pixaCreate(n); + for (i = 0; i < n; i++) { + pixsum = pixaGetPix(pixac, i, L_COPY); /* changed internally */ + numaGetFValue(na, i, &nt); + factor = 255. / nt; + pixMultConstAccumulate(pixsum, factor, 0); /* changes pixsum */ + pixd = pixFinalAccumulate(pixsum, 0, 8); + pixaAddPix(pixad, pixd, L_INSERT); + pixDestroy(&pixsum); + } + + return pixad; +} + + + +/*----------------------------------------------------------------------* + * jbig2 utility routines * + *----------------------------------------------------------------------*/ +/*! + * \brief jbClasserCreate() + * + * \param[in] method JB_RANKHAUS, JB_CORRELATION + * \param[in] components JB_CONN_COMPS, JB_CHARACTERS, JB_WORDS + * \return jbclasser, or NULL on error + */ +JBCLASSER * +jbClasserCreate(l_int32 method, + l_int32 components) +{ +JBCLASSER *classer; + + PROCNAME("jbClasserCreate"); + + if (method != JB_RANKHAUS && method != JB_CORRELATION) + return (JBCLASSER *)ERROR_PTR("invalid method", procName, NULL); + if (components != JB_CONN_COMPS && components != JB_CHARACTERS && + components != JB_WORDS) + return (JBCLASSER *)ERROR_PTR("invalid component", procName, NULL); + + classer = (JBCLASSER *)LEPT_CALLOC(1, sizeof(JBCLASSER)); + classer->method = method; + classer->components = components; + classer->nacomps = numaCreate(0); + classer->pixaa = pixaaCreate(0); + classer->pixat = pixaCreate(0); + classer->pixatd = pixaCreate(0); + classer->nafgt = numaCreate(0); + classer->naarea = numaCreate(0); + classer->ptac = ptaCreate(0); + classer->ptact = ptaCreate(0); + classer->naclass = numaCreate(0); + classer->napage = numaCreate(0); + classer->ptaul = ptaCreate(0); + return classer; +} + + +/* + * \brief jbClasserDestroy() + * + * \param[in,out] pclasser will be set to null before returning + * \return void + */ +void +jbClasserDestroy(JBCLASSER **pclasser) +{ +JBCLASSER *classer; + + if (!pclasser) + return; + if ((classer = *pclasser) == NULL) + return; + + sarrayDestroy(&classer->safiles); + numaDestroy(&classer->nacomps); + pixaaDestroy(&classer->pixaa); + pixaDestroy(&classer->pixat); + pixaDestroy(&classer->pixatd); + l_dnaHashDestroy(&classer->dahash); + numaDestroy(&classer->nafgt); + numaDestroy(&classer->naarea); + ptaDestroy(&classer->ptac); + ptaDestroy(&classer->ptact); + numaDestroy(&classer->naclass); + numaDestroy(&classer->napage); + ptaDestroy(&classer->ptaul); + ptaDestroy(&classer->ptall); + LEPT_FREE(classer); + *pclasser = NULL; + return; +} + + +/*! + * \brief jbDataSave() + * + * \param[in] jbclasser + * \param[in] latticew cell width used to store each connected + * component in the composite + * \param[in] latticeh ditto for cell height + * \return jbdata, or NULL on error + * + * 
+ * Notes:
+ *      (1) This routine stores the jbig2-type data required for
+ *          generating a lossy jbig2 version of the image.
+ *          It can be losslessly written to (and read from) two files.
+ *      (2) It generates and stores the mosaic of templates.
+ *      (3) It clones the Numa and Pta arrays, so these must all
+ *          be destroyed by the caller.
+ *      (4) Input 0 to use the default values for latticew and/or latticeh,
+ *
+ */ +JBDATA * +jbDataSave(JBCLASSER *classer) +{ +l_int32 maxw, maxh; +JBDATA *data; +PIX *pix; + + PROCNAME("jbDataSave"); + + if (!classer) + return (JBDATA *)ERROR_PTR("classer not defined", procName, NULL); + + /* Write the templates into an array. */ + pixaSizeRange(classer->pixat, NULL, NULL, &maxw, &maxh); + pix = pixaDisplayOnLattice(classer->pixat, maxw + 1, maxh + 1, + NULL, NULL); + if (!pix) + return (JBDATA *)ERROR_PTR("data not made", procName, NULL); + + data = (JBDATA *)LEPT_CALLOC(1, sizeof(JBDATA)); + data->pix = pix; + data->npages = classer->npages; + data->w = classer->w; + data->h = classer->h; + data->nclass = classer->nclass; + data->latticew = maxw + 1; + data->latticeh = maxh + 1; + data->naclass = numaClone(classer->naclass); + data->napage = numaClone(classer->napage); + data->ptaul = ptaClone(classer->ptaul); + return data; +} + + +/* + * \brief jbDataDestroy() + * + * \param[in,out] pdata will be set to null before returning + * \return void + */ +void +jbDataDestroy(JBDATA **pdata) +{ +JBDATA *data; + + if (!pdata) + return; + if ((data = *pdata) == NULL) + return; + + pixDestroy(&data->pix); + numaDestroy(&data->naclass); + numaDestroy(&data->napage); + ptaDestroy(&data->ptaul); + LEPT_FREE(data); + *pdata = NULL; + return; +} + + +/*! + * \brief jbDataWrite() + * + * \param[in] rootname for output files; everything but the extension + * \param[in] jbdata + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serialization function that writes data in jbdata to file.
+ *
+ */ +l_ok +jbDataWrite(const char *rootout, + JBDATA *jbdata) +{ +char buf[L_BUF_SIZE]; +l_int32 w, h, nclass, npages, cellw, cellh, ncomp, i, x, y, iclass, ipage; +NUMA *naclass, *napage; +PTA *ptaul; +PIX *pixt; +FILE *fp; + + PROCNAME("jbDataWrite"); + + if (!rootout) + return ERROR_INT("no rootout", procName, 1); + if (!jbdata) + return ERROR_INT("no jbdata", procName, 1); + + npages = jbdata->npages; + w = jbdata->w; + h = jbdata->h; + pixt = jbdata->pix; + nclass = jbdata->nclass; + cellw = jbdata->latticew; + cellh = jbdata->latticeh; + naclass = jbdata->naclass; + napage = jbdata->napage; + ptaul = jbdata->ptaul; + + snprintf(buf, L_BUF_SIZE, "%s%s", rootout, JB_TEMPLATE_EXT); + pixWrite(buf, pixt, IFF_PNG); + + snprintf(buf, L_BUF_SIZE, "%s%s", rootout, JB_DATA_EXT); + if ((fp = fopenWriteStream(buf, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ncomp = ptaGetCount(ptaul); + fprintf(fp, "jb data file\n"); + fprintf(fp, "num pages = %d\n", npages); + fprintf(fp, "page size: w = %d, h = %d\n", w, h); + fprintf(fp, "num components = %d\n", ncomp); + fprintf(fp, "num classes = %d\n", nclass); + fprintf(fp, "template lattice size: w = %d, h = %d\n", cellw, cellh); + for (i = 0; i < ncomp; i++) { + numaGetIValue(napage, i, &ipage); + numaGetIValue(naclass, i, &iclass); + ptaGetIPt(ptaul, i, &x, &y); + fprintf(fp, "%d %d %d %d\n", ipage, iclass, x, y); + } + fclose(fp); + + return 0; +} + + +/*! + * \brief jbDataRead() + * + * \param[in] rootname for template and data files + * \return jbdata, or NULL on error + */ +JBDATA * +jbDataRead(const char *rootname) +{ +char fname[L_BUF_SIZE]; +char *linestr; +l_uint8 *data; +l_int32 nsa, i, w, h, cellw, cellh, x, y, iclass, ipage; +l_int32 npages, nclass, ncomp, ninit; +size_t size; +JBDATA *jbdata; +NUMA *naclass, *napage; +PIX *pixs; +PTA *ptaul; +SARRAY *sa; + + PROCNAME("jbDataRead"); + + if (!rootname) + return (JBDATA *)ERROR_PTR("rootname not defined", procName, NULL); + + snprintf(fname, L_BUF_SIZE, "%s%s", rootname, JB_TEMPLATE_EXT); + if ((pixs = pixRead(fname)) == NULL) + return (JBDATA *)ERROR_PTR("pix not read", procName, NULL); + + snprintf(fname, L_BUF_SIZE, "%s%s", rootname, JB_DATA_EXT); + if ((data = l_binaryRead(fname, &size)) == NULL) { + pixDestroy(&pixs); + return (JBDATA *)ERROR_PTR("data not read", procName, NULL); + } + + if ((sa = sarrayCreateLinesFromString((char *)data, 0)) == NULL) { + pixDestroy(&pixs); + LEPT_FREE(data); + return (JBDATA *)ERROR_PTR("sa not made", procName, NULL); + } + nsa = sarrayGetCount(sa); /* number of cc + 6 */ + linestr = sarrayGetString(sa, 0, L_NOCOPY); + if (strcmp(linestr, "jb data file") != 0) { + pixDestroy(&pixs); + LEPT_FREE(data); + sarrayDestroy(&sa); + return (JBDATA *)ERROR_PTR("invalid jb data file", procName, NULL); + } + linestr = sarrayGetString(sa, 1, L_NOCOPY); + sscanf(linestr, "num pages = %d", &npages); + linestr = sarrayGetString(sa, 2, L_NOCOPY); + sscanf(linestr, "page size: w = %d, h = %d", &w, &h); + linestr = sarrayGetString(sa, 3, L_NOCOPY); + sscanf(linestr, "num components = %d", &ncomp); + linestr = sarrayGetString(sa, 4, L_NOCOPY); + sscanf(linestr, "num classes = %d\n", &nclass); + linestr = sarrayGetString(sa, 5, L_NOCOPY); + sscanf(linestr, "template lattice size: w = %d, h = %d\n", &cellw, &cellh); + +#if 1 + fprintf(stderr, "num pages = %d\n", npages); + fprintf(stderr, "page size: w = %d, h = %d\n", w, h); + fprintf(stderr, "num components = %d\n", ncomp); + fprintf(stderr, "num classes = %d\n", nclass); + fprintf(stderr, "template lattice size: w = %d, h = %d\n", cellw, cellh); +#endif + + ninit = ncomp; + if (ncomp > 1000000) { /* fuzz protection */ + L_WARNING("ncomp > 1M\n", procName); + ninit = 1000000; + } + naclass = numaCreate(ninit); + napage = numaCreate(ninit); + ptaul = ptaCreate(ninit); + for (i = 6; i < nsa; i++) { + linestr = sarrayGetString(sa, i, L_NOCOPY); + sscanf(linestr, "%d %d %d %d\n", &ipage, &iclass, &x, &y); + numaAddNumber(napage, ipage); + numaAddNumber(naclass, iclass); + ptaAddPt(ptaul, x, y); + } + + jbdata = (JBDATA *)LEPT_CALLOC(1, sizeof(JBDATA)); + jbdata->pix = pixs; + jbdata->npages = npages; + jbdata->w = w; + jbdata->h = h; + jbdata->nclass = nclass; + jbdata->latticew = cellw; + jbdata->latticeh = cellh; + jbdata->naclass = naclass; + jbdata->napage = napage; + jbdata->ptaul = ptaul; + + LEPT_FREE(data); + sarrayDestroy(&sa); + return jbdata; +} + + +/*! + * \brief jbDataRender() + * + * \param[in] jbdata + * \param[in] debugflag if TRUE, writes into 2 bpp pix and adds + * component outlines in color + * \return pixa reconstruction of original images, using templates or + * NULL on error + */ +PIXA * +jbDataRender(JBDATA *data, + l_int32 debugflag) +{ +l_int32 i, w, h, cellw, cellh, x, y, iclass, ipage; +l_int32 npages, nclass, ncomp, wp, hp; +BOX *box; +NUMA *naclass, *napage; +PIX *pixt, *pixt2, *pix, *pixd; +PIXA *pixat; /* pixa of templates */ +PIXA *pixad; /* pixa of output images */ +PIXCMAP *cmap; +PTA *ptaul; + + PROCNAME("jbDataRender"); + + if (!data) + return (PIXA *)ERROR_PTR("data not defined", procName, NULL); + + npages = data->npages; + w = data->w; + h = data->h; + pixt = data->pix; + nclass = data->nclass; + cellw = data->latticew; + cellh = data->latticeh; + naclass = data->naclass; + napage = data->napage; + ptaul = data->ptaul; + ncomp = numaGetCount(naclass); + + /* Reconstruct the original set of images from the templates + * and the data associated with each component. First, + * generate the output pixa as a set of empty pix. */ + if ((pixad = pixaCreate(npages)) == NULL) + return (PIXA *)ERROR_PTR("pixad not made", procName, NULL); + for (i = 0; i < npages; i++) { + if (debugflag == FALSE) { + pix = pixCreate(w, h, 1); + } else { + pix = pixCreate(w, h, 2); + cmap = pixcmapCreate(2); + pixcmapAddColor(cmap, 255, 255, 255); + pixcmapAddColor(cmap, 0, 0, 0); + pixcmapAddColor(cmap, 255, 0, 0); /* for box outlines */ + pixSetColormap(pix, cmap); + } + pixaAddPix(pixad, pix, L_INSERT); + } + + /* Put the class templates into a pixa. */ + if ((pixat = pixaCreateFromPix(pixt, nclass, cellw, cellh)) == NULL) { + pixaDestroy(&pixad); + return (PIXA *)ERROR_PTR("pixat not made", procName, NULL); + } + + /* Place each component in the right location on its page. */ + for (i = 0; i < ncomp; i++) { + numaGetIValue(napage, i, &ipage); + numaGetIValue(naclass, i, &iclass); + pix = pixaGetPix(pixat, iclass, L_CLONE); /* the template */ + wp = pixGetWidth(pix); + hp = pixGetHeight(pix); + ptaGetIPt(ptaul, i, &x, &y); + pixd = pixaGetPix(pixad, ipage, L_CLONE); /* the output page */ + if (debugflag == FALSE) { + pixRasterop(pixd, x, y, wp, hp, PIX_SRC | PIX_DST, pix, 0, 0); + } else { + pixt2 = pixConvert1To2Cmap(pix); + pixRasterop(pixd, x, y, wp, hp, PIX_SRC | PIX_DST, pixt2, 0, 0); + box = boxCreate(x, y, wp, hp); + pixRenderBoxArb(pixd, box, 1, 255, 0, 0); + pixDestroy(&pixt2); + boxDestroy(&box); + } + pixDestroy(&pix); /* the clone only */ + pixDestroy(&pixd); /* the clone only */ + } + + pixaDestroy(&pixat); + return pixad; +} + + +/*! + * \brief jbGetULCorners() + * + * \param[in] jbclasser + * \param[in] pixs full res image + * \param[in] boxa of c.c. bounding rectangles for this page + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This computes the ptaul field, which has the global UL corners,
+ *          adjusted for each specific component, so that each component
+ *          can be replaced by the template for its class and have the
+ *          centroid in the template in the same position as the
+ *          centroid of the original connected component.  It is important
+ *          that this be done properly to avoid a wavy baseline in the
+ *          result.
+ *      (2) The array fields ptac and ptact give the centroids of
+ *          those components relative to the UL corner of each component.
+ *          Here, we compute the difference in each component, round to
+ *          nearest integer, and correct the box->x and box->y by
+ *          the appropriate integral difference.
+ *      (3) The templates and stored instances are all bordered.
+ *
+ */ +l_ok +jbGetULCorners(JBCLASSER *classer, + PIX *pixs, + BOXA *boxa) +{ +l_int32 i, baseindex, index, n, iclass, idelx, idely, x, y, dx, dy; +l_int32 *sumtab; +l_float32 x1, x2, y1, y2, delx, dely; +BOX *box; +NUMA *naclass; +PIX *pixt; +PTA *ptac, *ptact, *ptaul; + + PROCNAME("jbGetULCorners"); + + if (!classer) + return ERROR_INT("classer not defined", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!boxa) + return ERROR_INT("boxa not defined", procName, 1); + + n = boxaGetCount(boxa); + ptaul = classer->ptaul; + naclass = classer->naclass; + ptac = classer->ptac; + ptact = classer->ptact; + baseindex = classer->baseindex; /* num components before this page */ + sumtab = makePixelSumTab8(); + for (i = 0; i < n; i++) { + index = baseindex + i; + ptaGetPt(ptac, index, &x1, &y1); + numaGetIValue(naclass, index, &iclass); + ptaGetPt(ptact, iclass, &x2, &y2); + delx = x2 - x1; + dely = y2 - y1; + if (delx >= 0) + idelx = (l_int32)(delx + 0.5); + else + idelx = (l_int32)(delx - 0.5); + if (dely >= 0) + idely = (l_int32)(dely + 0.5); + else + idely = (l_int32)(dely - 0.5); + if ((box = boxaGetBox(boxa, i, L_CLONE)) == NULL) { + LEPT_FREE(sumtab); + return ERROR_INT("box not found", procName, 1); + } + boxGetGeometry(box, &x, &y, NULL, NULL); + + /* Get final increments dx and dy for best alignment */ + pixt = pixaGetPix(classer->pixat, iclass, L_CLONE); + finalPositioningForAlignment(pixs, x, y, idelx, idely, + pixt, sumtab, &dx, &dy); +/* if (i % 20 == 0) + fprintf(stderr, "dx = %d, dy = %d\n", dx, dy); */ + ptaAddPt(ptaul, x - idelx + dx, y - idely + dy); + boxDestroy(&box); + pixDestroy(&pixt); + } + + LEPT_FREE(sumtab); + return 0; +} + + +/*! + * \brief jbGetLLCorners() + * + * \param[in] jbclasser + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This computes the ptall field, which has the global LL corners,
+ *          adjusted for each specific component, so that each component
+ *          can be replaced by the template for its class and have the
+ *          centroid in the template in the same position as the
+ *          centroid of the original connected component. It is important
+ *          that this be done properly to avoid a wavy baseline in the result.
+ *      (2) It is computed here from the corresponding UL corners, where
+ *          the input templates and stored instances are all bordered.
+ *          This should be done after all pages have been processed.
+ *      (3) For proper substitution, the templates whose LL corners are
+ *          placed in these locations must be UN-bordered.
+ *          This is available for a realistic jbig2 encoder, which would
+ *          (1) encode each template without a border, and (2) encode
+ *          the position using the LL corner (rather than the UL
+ *          corner) because the difference between y-values
+ *          of successive instances is typically close to zero.
+ *
+ */ +l_ok +jbGetLLCorners(JBCLASSER *classer) +{ +l_int32 i, iclass, n, x1, y1, h; +NUMA *naclass; +PIX *pix; +PIXA *pixat; +PTA *ptaul, *ptall; + + PROCNAME("jbGetLLCorners"); + + if (!classer) + return ERROR_INT("classer not defined", procName, 1); + + ptaul = classer->ptaul; + naclass = classer->naclass; + pixat = classer->pixat; + + ptaDestroy(&classer->ptall); + n = ptaGetCount(ptaul); + ptall = ptaCreate(n); + classer->ptall = ptall; + + /* If the templates were bordered, we would add h - 1 to the UL + * corner y-value. However, because the templates to be used + * here have their borders removed, and the borders are + * JB_ADDED_PIXELS on each side, we add h - 1 - 2 * JB_ADDED_PIXELS + * to the UL corner y-value. */ + for (i = 0; i < n; i++) { + ptaGetIPt(ptaul, i, &x1, &y1); + numaGetIValue(naclass, i, &iclass); + pix = pixaGetPix(pixat, iclass, L_CLONE); + h = pixGetHeight(pix); + ptaAddPt(ptall, x1, y1 + h - 1 - 2 * JB_ADDED_PIXELS); + pixDestroy(&pix); + } + + return 0; +} + + +/*----------------------------------------------------------------------* + * Static helpers * + *----------------------------------------------------------------------*/ +/* When looking for similar matches we check templates whose size is +/- 2 in + * each direction. This involves 25 possible sizes. This array contains the + * offsets for each of those positions in a spiral pattern. There are 25 pairs + * of numbers in this array: even positions are x values. */ +static int two_by_two_walk[50] = { + 0, 0, + 0, 1, + -1, 0, + 0, -1, + 1, 0, + -1, 1, + 1, 1, + -1, -1, + 1, -1, + 0, -2, + 2, 0, + 0, 2, + -2, 0, + -1, -2, + 1, -2, + 2, -1, + 2, 1, + 1, 2, + -1, 2, + -2, 1, + -2, -1, + -2, -2, + 2, -2, + 2, 2, + -2, 2}; + + +/*! + * \brief findSimilarSizedTemplatesInit() + * + * \param[in] classer + * \param[in] pixs instance to be matched + * \return Allocated context to be used with findSimilar* + */ +static JBFINDCTX * +findSimilarSizedTemplatesInit(JBCLASSER *classer, + PIX *pixs) +{ +JBFINDCTX *state; + + state = (JBFINDCTX *)LEPT_CALLOC(1, sizeof(JBFINDCTX)); + state->w = pixGetWidth(pixs) - 2 * JB_ADDED_PIXELS; + state->h = pixGetHeight(pixs) - 2 * JB_ADDED_PIXELS; + state->classer = classer; + return state; +} + + +static void +findSimilarSizedTemplatesDestroy(JBFINDCTX **pstate) +{ +JBFINDCTX *state; + + PROCNAME("findSimilarSizedTemplatesDestroy"); + + if (pstate == NULL) { + L_WARNING("ptr address is null\n", procName); + return; + } + if ((state = *pstate) == NULL) + return; + + l_dnaDestroy(&state->dna); + LEPT_FREE(state); + *pstate = NULL; + return; +} + + +/*! + * \brief findSimilarSizedTemplatesNext() + * + * \param[in] state from findSimilarSizedTemplatesInit + * \return next template number, or -1 when finished + * + * We have a dna hash table that maps template area to a list of template + * numbers with that area. We wish to find similar sized templates, + * so we first look for templates with the same width and height, and + * then with width + 1, etc. This walk is guided by the + * two_by_two_walk array, above. + * + * We don't want to have to collect the whole list of templates first, + * because we hope to find a well-matching template quickly. So we + * keep the context for this walk in an explictit state structure, + * and this function acts like a generator. + */ +static l_int32 +findSimilarSizedTemplatesNext(JBFINDCTX *state) +{ +l_int32 desiredh, desiredw, size, templ; +PIX *pixt; + + while(1) { /* Continue the walk over step 'i' */ + if (state->i >= 25) { /* all done; didn't find a good match */ + return -1; + } + + desiredw = state->w + two_by_two_walk[2 * state->i]; + desiredh = state->h + two_by_two_walk[2 * state->i + 1]; + if (desiredh < 1 || desiredw < 1) { /* invalid size */ + state->i++; + continue; + } + + if (!state->dna) { + /* We have yet to start walking the array for the step 'i' */ + state->dna = l_dnaHashGetDna(state->classer->dahash, + (l_uint64)desiredh * desiredw, L_CLONE); + if (!state->dna) { /* nothing there */ + state->i++; + continue; + } + + state->n = 0; /* OK, we got a dna. */ + } + + /* Continue working on this dna */ + size = l_dnaGetCount(state->dna); + for ( ; state->n < size; ) { + templ = (l_int32)(state->dna->array[state->n++] + 0.5); + pixt = pixaGetPix(state->classer->pixat, templ, L_CLONE); + if (pixGetWidth(pixt) - 2 * JB_ADDED_PIXELS == desiredw && + pixGetHeight(pixt) - 2 * JB_ADDED_PIXELS == desiredh) { + pixDestroy(&pixt); + return templ; + } + pixDestroy(&pixt); + } + + /* Exhausted the dna (no match found); take another step and + * try again. */ + state->i++; + l_dnaDestroy(&state->dna); + continue; + } +} + + +/*! + * \brief finalPositioningForAlignment() + * + * \param[in] pixs input page image + * \param[in] x, y location of UL corner of bb of component in pixs + * \param[in] idelx, idely compensation to match centroids of component + * and template + * \param[in] pixt template, with JB_ADDED_PIXELS of padding + * on all sides + * \param[in] sumtab for summing fg pixels in an image + * \param[in] pdx, pdy return delta on position for best match; each + * one is in the set {-1, 0, 1} + * \return 0 if OK, 1 on error + * + */ +static l_int32 +finalPositioningForAlignment(PIX *pixs, + l_int32 x, + l_int32 y, + l_int32 idelx, + l_int32 idely, + PIX *pixt, + l_int32 *sumtab, + l_int32 *pdx, + l_int32 *pdy) +{ +l_int32 w, h, i, j, minx, miny, count, mincount; +PIX *pixi; /* clipped from source pixs */ +PIX *pixr; /* temporary storage */ +BOX *box; + + PROCNAME("finalPositioningForAlignment"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!pixt) + return ERROR_INT("pixt not defined", procName, 1); + if (!pdx || !pdy) + return ERROR_INT("&dx and &dy not both defined", procName, 1); + if (!sumtab) + return ERROR_INT("sumtab not defined", procName, 1); + *pdx = *pdy = 0; + + /* Use JB_ADDED_PIXELS pixels padding on each side */ + pixGetDimensions(pixt, &w, &h, NULL); + box = boxCreate(x - idelx - JB_ADDED_PIXELS, + y - idely - JB_ADDED_PIXELS, w, h); + pixi = pixClipRectangle(pixs, box, NULL); + boxDestroy(&box); + if (!pixi) + return ERROR_INT("pixi not made", procName, 1); + + pixr = pixCreate(pixGetWidth(pixi), pixGetHeight(pixi), 1); + mincount = 0x7fffffff; + for (i = -1; i <= 1; i++) { + for (j = -1; j <= 1; j++) { + pixCopy(pixr, pixi); + pixRasterop(pixr, j, i, w, h, PIX_SRC ^ PIX_DST, pixt, 0, 0); + pixCountPixels(pixr, &count, sumtab); + if (count < mincount) { + minx = j; + miny = i; + mincount = count; + } + } + } + pixDestroy(&pixi); + pixDestroy(&pixr); + + *pdx = minx; + *pdy = miny; + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/jbclass.h b/3rdparty/hgOCR/leptonica/jbclass.h new file mode 100644 index 00000000..62aad60a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jbclass.h @@ -0,0 +1,142 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_JBCLASS_H +#define LEPTONICA_JBCLASS_H + +/*! + * \file jbclass.h + * + * JbClasser + * JbData + */ + + + /*! + * 
+     * The JbClasser struct holds all the data accumulated during the
+     * classification process that can be used for a compressed
+     * jbig2-type representation of a set of images.  This is created
+     * in an initialization process and added to as the selected components
+     * on each successive page are analyzed.
+     *
+ */ +struct JbClasser +{ + struct Sarray *safiles; /*!< input page image file names */ + l_int32 method; /*!< JB_RANKHAUS, JB_CORRELATION */ + l_int32 components; /*!< JB_CONN_COMPS, JB_CHARACTERS or */ + /*!< JB_WORDS */ + l_int32 maxwidth; /*!< max component width allowed */ + l_int32 maxheight; /*!< max component height allowed */ + l_int32 npages; /*!< number of pages already processed */ + l_int32 baseindex; /*!< number components already processed */ + /*!< on fully processed pages */ + struct Numa *nacomps; /*!< number of components on each page */ + l_int32 sizehaus; /*!< size of square struct elem for haus */ + l_float32 rankhaus; /*!< rank val of haus match, each way */ + l_float32 thresh; /*!< thresh value for correlation score */ + l_float32 weightfactor; /*!< corrects thresh value for heaver */ + /*!< components; use 0 for no correction */ + struct Numa *naarea; /*!< w * h of each template, without */ + /*!< extra border pixels */ + l_int32 w; /*!< max width of original src images */ + l_int32 h; /*!< max height of original src images */ + l_int32 nclass; /*!< current number of classes */ + l_int32 keep_pixaa; /*!< If zero, pixaa isn't filled */ + struct Pixaa *pixaa; /*!< instances for each class; unbordered */ + struct Pixa *pixat; /*!< templates for each class; bordered */ + /*!< and not dilated */ + struct Pixa *pixatd; /*!< templates for each class; bordered */ + /*!< and dilated */ + struct L_DnaHash *dahash; /*!< Hash table to find templates by size */ + struct Numa *nafgt; /*!< fg areas of undilated templates; */ + /*!< only used for rank < 1.0 */ + struct Pta *ptac; /*!< centroids of all bordered cc */ + struct Pta *ptact; /*!< centroids of all bordered template cc */ + struct Numa *naclass; /*!< array of class ids for each component */ + struct Numa *napage; /*!< array of page nums for each component */ + struct Pta *ptaul; /*!< array of UL corners at which the */ + /*!< template is to be placed for each */ + /*!< component */ + struct Pta *ptall; /*!< similar to ptaul, but for LL corners */ +}; +typedef struct JbClasser JBCLASSER; + + + /*! + * 
+     * The JbData struct holds all the data required for
+     * the compressed jbig-type representation of a set of images.
+     * The data can be written to file, read back, and used
+     * to regenerate an approximate version of the original,
+     * which differs in two ways from the original:
+     *   (1) It uses a template image for each c.c. instead of the
+     *       original instance, for each occurrence on each page.
+     *   (2) It discards components with either a height or width larger
+     *       than the maximuma, given here by the lattice dimensions
+     *       used for storing the templates.
+     *
+ */ +struct JbData +{ + struct Pix *pix; /*!< template composite for all classes */ + l_int32 npages; /*!< number of pages */ + l_int32 w; /*!< max width of original page images */ + l_int32 h; /*!< max height of original page images */ + l_int32 nclass; /*!< number of classes */ + l_int32 latticew; /*!< lattice width for template composite */ + l_int32 latticeh; /*!< lattice height for template composite */ + struct Numa *naclass; /*!< array of class ids for each component */ + struct Numa *napage; /*!< array of page nums for each component */ + struct Pta *ptaul; /*!< array of UL corners at which the */ + /*!< template is to be placed for each */ + /*!< component */ +}; +typedef struct JbData JBDATA; + + +/*! JB Classifier */ +enum { + JB_RANKHAUS = 0, + JB_CORRELATION = 1 +}; + + /*! For jbGetComponents(): type of component to extract from images */ +/*! JB Component */ +enum { + JB_CONN_COMPS = 0, + JB_CHARACTERS = 1, + JB_WORDS = 2 +}; + + /*! These parameters are used for naming the two files + * in which the jbig2-like compressed data is stored. */ +#define JB_TEMPLATE_EXT ".templates.png" +#define JB_DATA_EXT ".data" + + +#endif /* LEPTONICA_JBCLASS_H */ diff --git a/3rdparty/hgOCR/leptonica/jp2kheader.c b/3rdparty/hgOCR/leptonica/jp2kheader.c new file mode 100644 index 00000000..25704812 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jp2kheader.c @@ -0,0 +1,312 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file jp2kheader.c + * 
+ *
+ *      Read header
+ *          l_int32          readHeaderJp2k()
+ *          l_int32          freadHeaderJp2k()
+ *          l_int32          readHeaderMemJp2k()
+ *          l_int32          fgetJp2kResolution()
+ *
+ *  Note: these function read image metadata from a jp2k file, without
+ *  using any jp2k libraries.
+ *
+ *  To read and write jp2k data, using the OpenJPEG library
+ *  (http://www.openjpeg.org), see jpegio.c.
+ *
+ */ + +#include +#include +#include "allheaders.h" + +#ifndef NO_CONSOLE_IO +#define DEBUG_IHDR 0 +#endif /* ~NO_CONSOLE_IO */ + +/* --------------------------------------------*/ +#if USE_JP2KHEADER /* defined in environ.h */ +/* --------------------------------------------*/ + + /* a sanity check on the size read from file */ +static const l_int32 MAX_JP2K_WIDTH = 100000; +static const l_int32 MAX_JP2K_HEIGHT = 100000; + +/*--------------------------------------------------------------------* + * Stream interface * + *--------------------------------------------------------------------*/ +/*! + * \brief readHeaderJp2k() + * + * \param[in] filename + * \param[out] pw [optional] + * \param[out] ph [optional] + * \param[out] pbps [optional] bits/sample + * \param[out] pspp [optional] samples/pixel + * \return 0 if OK, 1 on error + */ +l_ok +readHeaderJp2k(const char *filename, + l_int32 *pw, + l_int32 *ph, + l_int32 *pbps, + l_int32 *pspp) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("readHeaderJp2k"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + + if ((fp = fopenReadStream(filename)) == NULL) + return ERROR_INT("image file not found", procName, 1); + ret = freadHeaderJp2k(fp, pw, ph, pbps, pspp); + fclose(fp); + return ret; +} + + +/*! + * \brief freadHeaderJp2k() + * + * \param[in] fp file stream opened for read + * \param[out] pw [optional] + * \param[out] ph [optional] + * \param[out] pbps [optional] bits/sample + * \param[out] pspp [optional] samples/pixel + * \return 0 if OK, 1 on error + */ +l_ok +freadHeaderJp2k(FILE *fp, + l_int32 *pw, + l_int32 *ph, + l_int32 *pbps, + l_int32 *pspp) +{ +l_uint8 buf[80]; /* just need the first 80 bytes */ +l_int32 nread, ret; + + PROCNAME("freadHeaderJp2k"); + + if (!fp) + return ERROR_INT("fp not defined", procName, 1); + + rewind(fp); + nread = fread(buf, 1, sizeof(buf), fp); + if (nread != sizeof(buf)) + return ERROR_INT("read failure", procName, 1); + + ret = readHeaderMemJp2k(buf, sizeof(buf), pw, ph, pbps, pspp); + rewind(fp); + return ret; +} + + +/*! + * \brief readHeaderMemJp2k() + * + * \param[in] data + * \param[in] size at least 80 + * \param[out] pw [optional] + * \param[out] ph [optional] + * \param[out] pbps [optional] bits/sample + * \param[out] pspp [optional] samples/pixel + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The ISO/IEC reference for jpeg2000 is
+ *               http://www.jpeg.org/public/15444-1annexi.pdf
+ *          and the file format syntax begins at page 127.
+ *      (2) The Image Header Box begins with 'ihdr' = 0x69686472 in
+ *          big-endian order.  This typically, but not always, starts
+ *          byte 44, with the big-endian data fields beginning at byte 48:
+ *               h:    4 bytes
+ *               w:    4 bytes
+ *               spp:  2 bytes
+ *               bps:  1 byte   (contains bps - 1)
+ *
+ */ +l_ok +readHeaderMemJp2k(const l_uint8 *data, + size_t size, + l_int32 *pw, + l_int32 *ph, + l_int32 *pbps, + l_int32 *pspp) +{ +l_int32 format, val, w, h, bps, spp, loc, found, windex; +l_uint8 ihdr[4] = {0x69, 0x68, 0x64, 0x72}; /* 'ihdr' */ + + PROCNAME("readHeaderMemJp2k"); + + if (pw) *pw = 0; + if (ph) *ph = 0; + if (pbps) *pbps = 0; + if (pspp) *pspp = 0; + if (!data) + return ERROR_INT("data not defined", procName, 1); + if (size < 80) + return ERROR_INT("size < 80", procName, 1); + findFileFormatBuffer(data, &format); + if (format != IFF_JP2) + return ERROR_INT("not jp2 file", procName, 1); + + /* Search for beginning of the Image Header Box: 'ihdr' */ + arrayFindSequence(data, size, ihdr, 4, &loc, &found); + if (!found) + return ERROR_INT("image parameters not found", procName, 1); +#if DEBUG_IHDR + if (loc != 44) + L_INFO("Beginning of ihdr is at byte %d\n", procName, loc); +#endif /* DEBUG_IHDR */ + + windex = loc / 4 + 1; + if (4 * (windex + 2) + 2 >= size) + return ERROR_INT("image parameters end are outside of header", + procName, 1); + val = *((l_uint32 *)data + windex); + h = convertOnLittleEnd32(val); + val = *((l_uint32 *)data + windex + 1); + w = convertOnLittleEnd32(val); + val = *((l_uint16 *)data + 2 * (windex + 2)); + spp = convertOnLittleEnd16(val); + bps = *(data + 4 * (windex + 2) + 2) + 1; + if (w < 1 || h < 1) + return ERROR_INT("w and h must both be > 0", procName, 1); + if (w > MAX_JP2K_WIDTH || h > MAX_JP2K_HEIGHT) + return ERROR_INT("unrealistically large sizes", procName, 1); + if (spp != 1 && spp != 3 && spp != 4) + return ERROR_INT("spp must be in 1, 3 or 4", procName, 1); + if (bps != 8 && bps != 16) + return ERROR_INT("bps must be 8 or 16", procName, 1); + if (pw) *pw = w; + if (ph) *ph = h; + if (pspp) *pspp = spp; + if (pbps) *pbps = bps; + return 0; +} + + +/* + * fgetJp2kResolution() + * + * Input: fp (file stream opened for read) + * &xres, &yres ( resolution in ppi) + * Return: 0 if found; 1 if not found or on error + * + * Notes: + * (1) If the capture resolution field is not set, this is not an error; + * the returned resolution values are 0 (designating 'unknown'). + * (2) Side-effect: this rewinds the stream. + * (3) The capture resolution box is optional in the jp2 spec, and + * it is usually not written. + * (4) The big-endian data fields that follow the 4 bytes of 'resc' are: + * ynum: 2 bytes + * ydenom: 2 bytes + * xnum: 2 bytes + * xdenom: 2 bytes + * yexp: 1 byte + * xexp: 1 byte + */ +l_int32 +fgetJp2kResolution(FILE *fp, + l_int32 *pxres, + l_int32 *pyres) +{ +l_uint8 xexp, yexp; +l_uint8 *data; +l_uint16 xnum, ynum, xdenom, ydenom; /* these jp2k fields are 2-byte */ +l_int32 loc, found; +l_uint8 resc[4] = {0x72, 0x65, 0x73, 0x63}; /* 'resc' */ +size_t nbytes; +l_float64 xres, yres, maxres; + + PROCNAME("fgetJp2kResolution"); + + if (pxres) *pxres = 0; + if (pyres) *pyres = 0; + if (!pxres || !pyres) + return ERROR_INT("&xres and &yres not both defined", procName, 1); + if (!fp) + return ERROR_INT("stream not opened", procName, 1); + + rewind(fp); + data = l_binaryReadStream(fp, &nbytes); + rewind(fp); + + /* Search for the start of the first capture resolution box: 'resc' */ + arrayFindSequence(data, nbytes, resc, 4, &loc, &found); + if (!found) { + L_WARNING("image resolution not found\n", procName); + LEPT_FREE(data); + return 1; + } + if (nbytes < 80 || loc >= nbytes - 13) { + L_WARNING("image resolution found without enough space\n", procName); + LEPT_FREE(data); + return 1; + } + + /* Extract the fields and calculate the resolution in pixels/meter. + * See section 1.5.3.7.1 of JPEG 2000 ISO/IEC 15444-1 spec. */ + ynum = data[loc + 5] << 8 | data[loc + 4]; + ynum = convertOnLittleEnd16(ynum); + ydenom = data[loc + 7] << 8 | data[loc + 6]; + ydenom = convertOnLittleEnd16(ydenom); + xnum = data[loc + 9] << 8 | data[loc + 8]; + xnum = convertOnLittleEnd16(xnum); + xdenom = data[loc + 11] << 8 | data[loc + 10]; + xdenom = convertOnLittleEnd16(xdenom); + yexp = data[loc + 12]; + xexp = data[loc + 13]; + yres = ((l_float64)ynum / (l_float64)ydenom) * pow(10.0, (l_float64)yexp); + xres = ((l_float64)xnum / (l_float64)xdenom) * pow(10.0, (l_float64)xexp); + + /* Convert from pixels/meter to ppi */ + yres *= (300.0 / 11811.0); + xres *= (300.0 / 11811.0); + + /* Sanity check for bad data */ + maxres = 100000.0; /* ppi */ + if (xres > maxres || yres > maxres) { + L_WARNING("ridiculously large resolution\n", procName); + } else { + *pyres = (l_int32)(yres + 0.5); + *pxres = (l_int32)(xres + 0.5); + } + + LEPT_FREE(data); + return 0; +} + +/* --------------------------------------------*/ +#endif /* USE_JP2KHEADER */ diff --git a/3rdparty/hgOCR/leptonica/jp2kheaderstub.c b/3rdparty/hgOCR/leptonica/jp2kheaderstub.c new file mode 100644 index 00000000..13421501 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jp2kheaderstub.c @@ -0,0 +1,71 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file jp2kheaderstub.c + * 
+ *
+ *     Stubs for jp2kheader.c functions
+ *
+ */ + +#include "allheaders.h" + +/* --------------------------------------------*/ +#if !USE_JP2KHEADER /* defined in environ.h */ +/* --------------------------------------------*/ + +l_ok readHeaderJp2k(const char *filename, l_int32 *pw, l_int32 *ph, + l_int32 *pbps, l_int32 *pspp) +{ + return ERROR_INT("function not present", "readHeaderJp2k", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok freadHeaderJp2k(FILE *fp, l_int32 *pw, l_int32 *ph, + l_int32 *pbps, l_int32 *pspp) +{ + return ERROR_INT("function not present", "freadHeaderJp2k", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok readHeaderMemJp2k(const l_uint8 *cdata, size_t size, l_int32 *pw, + l_int32 *ph, l_int32 *pbps, l_int32 *pspp) +{ + return ERROR_INT("function not present", "readHeaderMemJp2k", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_int32 fgetJp2kResolution(FILE *fp, l_int32 *pxres, l_int32 *pyres) +{ + return ERROR_INT("function not present", "fgetJp2kResolution", 1); +} + +/* --------------------------------------------*/ +#endif /* !USE_JP2KHEADER */ diff --git a/3rdparty/hgOCR/leptonica/jp2kio.c b/3rdparty/hgOCR/leptonica/jp2kio.c new file mode 100644 index 00000000..73603295 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jp2kio.c @@ -0,0 +1,949 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file jp2kio.c + * 
+ *
+ *    Read jp2k from file
+ *          PIX                *pixReadJp2k()  [special top level]
+ *          PIX                *pixReadStreamJp2k()
+ *
+ *    Write jp2k to file
+ *          l_int32             pixWriteJp2k()  [special top level]
+ *          l_int32             pixWriteStreamJp2k()
+ *          static opj_image_t *pixConvertToOpjImage()
+ *
+ *    Read/write to memory
+ *          PIX                *pixReadMemJp2k()
+ *          l_int32             pixWriteMemJp2k()
+ *
+ *    Static functions from opj 2.0 to retain file stream interface
+ *          static opj_stream_t  *opjCreateStream()
+ *          [other static helpers]
+ *
+ *    Based on the OpenJPEG distribution:
+ *        http://www.openjpeg.org/
+ *    The ISO/IEC reference for jpeg2000 is:
+ *        http://www.jpeg.org/public/15444-1annexi.pdf
+ *
+ *    Compressing to memory and decompressing from memory
+ *    ---------------------------------------------------
+ *    On systems like windows without fmemopen() and open_memstream(),
+ *    we write data to a temp file and read it back for operations
+ *    between pix and compressed-data, such as pixReadMemJp2k() and
+ *    pixWriteMemJp2k().
+ *
+ *    Pdf can accept jp2k compressed strings directly
+ *    -----------------------------------------------
+ *    Transcoding (with the uncompress/compress cycle) is not required
+ *    to wrap images that have already been compressed with jp2k in pdf,
+ *    because the pdf format for jp2k includes the full string of the
+ *    jp2k compressed images.  This is also true for jpeg compressed
+ *    strings.
+ *
+ *    N.B.
+ *    * This is based on the most recent openjpeg release: 2.1.
+ *    * The openjpeg interface was massively changed from 1.X.  The debian
+ *      distribution is way back at 1.3.  We have inquired but are unable
+ *      to determine if or when a debian distribution will be built for 2.1.
+ *    * For version 2.1, the openjpeg.h file is installed in an
+ *      openjpeg-2.1 subdirectory, which is hard to support.
+ *    * In openjpeg-2.1, reading is slow compared to jpeg or webp,
+ *      and writing is very slow compared to jpeg or webp.  This is expected
+ *      to improve significantly in future versions.
+ *    * Reading and writing jp2k are supported here for 2.1.
+ *      The high-level interface to openjpeg continues to change.
+ *      From 2.0 to 2.1, the ability to interface to a C file stream
+ *      was removed permanently.  Leptonica supports both file stream
+ *      and memory buffer interfaces for every image I/O library, and
+ *      it requires the libraries to support at least one of these.
+ *      However, openjpeg-2.1 provides neither, so we have brought
+ *      several static functions over from openjpeg-2.0 in order to
+ *      retain the file stream interface.  See our static function
+ *      opjCreateStream().
+ *    * Specifying a quality factor for jpeg2000 requires caution.  Unlike
+ *      jpeg and webp, which have a sensible scale that goes from 0 (very poor)
+ *      to 100 (nearly lossless), kakadu and openjpeg use idiosyncratic and
+ *      non-intuitive numbers.  kakadu uses "rate/distortion" numbers in
+ *      a narrow range around 50,000; openjpeg (and our write interface)
+ *      use SNR.  The visually apparent artifacts introduced by compression
+ *      are strongly content-dependent and vary in a highly non-linear
+ *      way with SNR.  We take SNR = 34 as default, roughly similar in
+ *      quality to jpeg's default standard of 75.  For document images,
+ *      SNR = 25 is very poor, whereas SNR = 45 is nearly lossless.  If you
+ *      use the latter, you will pay dearly in the size of the compressed file.
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include +#include "allheaders.h" + +/* --------------------------------------------*/ +#if HAVE_LIBJP2K /* defined in environ.h */ +/* --------------------------------------------*/ + + /* Leptonica supports versions 2.0 and newer */ +#ifdef LIBJP2K_HEADER +#include LIBJP2K_HEADER +#else +#include +#endif + + /* 2.0 didn't define OPJ_VERSION_MINOR. */ +#ifndef OPJ_VERSION_MINOR +#define OPJ_VERSION_MINOR 0 +#endif + + /* Static generator of opj_stream from file stream. + * In 2.0.1, this functionality is provided by + * opj_stream_create_default_file_stream(), + * but it was removed in 2.1.0. Because we must have either + * a file stream or a memory interface to the compressed data, + * it is necessary to recreate the stream interface here. */ +static opj_stream_t *opjCreateStream(FILE *fp, l_int32 is_read); + + /* Static converter pix --> opj_image. Used for compressing pix, + * because the codec works on data stored in their raster format. */ +static opj_image_t *pixConvertToOpjImage(PIX *pix); + +/*---------------------------------------------------------------------* + * Callback event handlers * + *---------------------------------------------------------------------*/ +static void error_callback(const char *msg, void *client_data) { + (void)client_data; + fprintf(stdout, "[ERROR] %s", msg); +} + +static void warning_callback(const char *msg, void *client_data) { + (void)client_data; + fprintf(stdout, "[WARNING] %s", msg); +} + +static void info_callback(const char *msg, void *client_data) { + (void)client_data; + fprintf(stdout, "[INFO] %s", msg); +} + + +/*---------------------------------------------------------------------* + * Read jp2k from file (special function) * + *---------------------------------------------------------------------*/ +/*! + * \brief pixReadJp2k() + * + * \param[in] filename + * \param[in] reduction scaling factor: 1, 2, 4, 8, 16 + * \param[in] box [optional] for extracting a subregion, can be null + * \param[in] hint a bitwise OR of L_JP2K_* values; 0 for default + * \param[in] debug output callback messages, etc + * \return pix 8 or 32 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a special function for reading jp2k files.
+ *          The high-level pixReadStream() uses default values:
+ *             %reduction = 1
+ *             %box = NULL
+ *      (2) This decodes at either full resolution or at a reduction by
+ *          a power of 2.  The default value %reduction == 1 gives a full
+ *          resolution image.  Use %reduction > 1 to get a reduced image.
+ *          The actual values of %reduction that can be used on an image
+ *          depend on the number of resolution levels chosen when the
+ *          image was compressed.  Typical values might be 1, 2, 4, 8 and 16.
+ *          Using a value representing a reduction level that was not
+ *          stored when the file was written will fail with the message:
+ *          "failed to read the header".
+ *      (3) Use %box to decode only a part of the image.  The box is defined
+ *          at full resolution.  It is reduced internally by %reduction,
+ *          and clipping to the right and bottom of the image is automatic.
+ *      (4) We presently only handle images with 8 bits/sample (bps).
+ *          If the image has 16 bps, the read will fail.
+ *      (5) There are 4 possible values of samples/pixel (spp).
+ *          The values in brackets give the pixel values in the Pix:
+ *           spp = 1  ==>  grayscale           [8 bpp grayscale]
+ *           spp = 2  ==>  grayscale + alpha   [32 bpp rgba]
+ *           spp = 3  ==>  rgb                 [32 bpp rgb]
+ *           spp = 4  ==>  rgba                [32 bpp rgba]
+ *      (6) The %hint parameter is reserved for future use.
+ *
+ */ +PIX * +pixReadJp2k(const char *filename, + l_uint32 reduction, + BOX *box, + l_int32 hint, + l_int32 debug) +{ +FILE *fp; +PIX *pix; + + PROCNAME("pixReadJp2k"); + + if (!filename) + return (PIX *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (PIX *)ERROR_PTR("image file not found", procName, NULL); + pix = pixReadStreamJp2k(fp, reduction, box, hint, debug); + fclose(fp); + + if (!pix) + return (PIX *)ERROR_PTR("image not returned", procName, NULL); + return pix; +} + + +/*! + * \brief pixReadStreamJp2k() + * + * \param[in] fp file stream + * \param[in] reduction scaling factor: 1, 2, 4, 8 + * \param[in] box [optional] for extracting a subregion, can be null + * \param[in] hint a bitwise OR of L_JP2K_* values; 0 for default + * \param[in] debug output callback messages, etc + * \return pix 8 or 32 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixReadJp2k() for usage.
+ *
+ */ +PIX * +pixReadStreamJp2k(FILE *fp, + l_uint32 reduction, + BOX *box, + l_int32 hint, + l_int32 debug) +{ +const char *opjVersion; +l_int32 i, j, index, bx, by, bw, bh, val, rval, gval, bval, aval; +l_int32 w, h, wpl, bps, spp, xres, yres, reduce, prec, colorspace; +l_uint32 pixel; +l_uint32 *data, *line; +opj_dparameters_t parameters; /* decompression parameters */ +opj_image_t *image = NULL; +opj_codec_t *l_codec = NULL; /* handle to decompressor */ +opj_stream_t *l_stream = NULL; /* opj stream */ +PIX *pix = NULL; + + PROCNAME("pixReadStreamJp2k"); + + if (!fp) + return (PIX *)ERROR_PTR("fp not defined", procName, NULL); + + opjVersion = opj_version(); + if (opjVersion[0] != '2') { + L_ERROR("version is %s; must be 2.0 or higher\n", procName, opjVersion); + return NULL; + } + if ((opjVersion[2] - 0x30) != OPJ_VERSION_MINOR) { + L_ERROR("version %s: differs from minor = %d\n", + procName, opjVersion, OPJ_VERSION_MINOR); + return NULL; + } + + /* Get the resolution and the bits/sample */ + rewind(fp); + fgetJp2kResolution(fp, &xres, &yres); + freadHeaderJp2k(fp, NULL, NULL, &bps, NULL); + rewind(fp); + + if (bps > 8) { + L_ERROR("found %d bps; can only handle 8 bps\n", procName, bps); + return NULL; + } + + /* Set decoding parameters to default values */ + opj_set_default_decoder_parameters(¶meters); + + /* Find and set the reduce parameter, which is log2(reduction). + * Valid reductions are powers of 2, and are determined when the + * compressed string is made. A request for an invalid reduction + * will cause an error in opj_read_header(), and no image will + * be returned. */ + for (reduce = 0; (1L << reduce) < reduction; reduce++) { } + if ((1L << reduce) != reduction) { + L_ERROR("invalid reduction %d; not power of 2\n", procName, reduction); + return NULL; + } + parameters.cp_reduce = reduce; + + /* Get a decoder handle */ + if ((l_codec = opj_create_decompress(OPJ_CODEC_JP2)) == NULL) { + L_ERROR("failed to make the codec\n", procName); + return NULL; + } + + /* Catch and report events using callbacks */ + if (debug) { + opj_set_info_handler(l_codec, info_callback, NULL); + opj_set_warning_handler(l_codec, warning_callback, NULL); + opj_set_error_handler(l_codec, error_callback, NULL); + } + + /* Setup the decoding parameters using user parameters */ + if (!opj_setup_decoder(l_codec, ¶meters)){ + L_ERROR("failed to set up decoder\n", procName); + opj_destroy_codec(l_codec); + return NULL; + } + + /* Open decompression 'stream'. In 2.0, we could call this: + * opj_stream_create_default_file_stream(fp, 1) + * but the file stream interface was removed in 2.1. */ + if ((l_stream = opjCreateStream(fp, 1)) == NULL) { + L_ERROR("failed to open the stream\n", procName); + opj_destroy_codec(l_codec); + return NULL; + } + + /* Read the main header of the codestream and, if necessary, + * the JP2 boxes */ + if(!opj_read_header(l_stream, l_codec, &image)){ + L_ERROR("failed to read the header\n", procName); + opj_stream_destroy(l_stream); + opj_destroy_codec(l_codec); + opj_image_destroy(image); + return NULL; + } + + /* Set up to decode a rectangular region */ + if (box) { + boxGetGeometry(box, &bx, &by, &bw, &bh); + if (!opj_set_decode_area(l_codec, image, bx, by, + bx + bw, by + bh)) { + L_ERROR("failed to set the region for decoding\n", procName); + opj_stream_destroy(l_stream); + opj_destroy_codec(l_codec); + opj_image_destroy(image); + return NULL; + } + } + + /* Get the decoded image */ + if (!(opj_decode(l_codec, l_stream, image) && + opj_end_decompress(l_codec, l_stream))) { + L_ERROR("failed to decode the image\n", procName); + opj_destroy_codec(l_codec); + opj_stream_destroy(l_stream); + opj_image_destroy(image); + return NULL; + } + + /* Finished with the byte stream and the codec */ + opj_stream_destroy(l_stream); + opj_destroy_codec(l_codec); + + /* Get the image parameters */ + spp = image->numcomps; + w = image->comps[0].w; + h = image->comps[0].h; + prec = image->comps[0].prec; + if (prec != bps) + L_WARNING("precision %d != bps %d!\n", procName, prec, bps); + if (debug) { + L_INFO("w = %d, h = %d, bps = %d, spp = %d\n", + procName, w, h, bps, spp); + colorspace = image->color_space; + if (colorspace == OPJ_CLRSPC_SRGB) + L_INFO("colorspace is sRGB\n", procName); + else if (colorspace == OPJ_CLRSPC_GRAY) + L_INFO("colorspace is grayscale\n", procName); + else if (colorspace == OPJ_CLRSPC_SYCC) + L_INFO("colorspace is YUV\n", procName); + } + + /* Convert the image to a pix */ + if (spp == 1) + pix = pixCreate(w, h, 8); + else + pix = pixCreate(w, h, 32); + pixSetInputFormat(pix, IFF_JP2); + pixSetResolution(pix, xres, yres); + data = pixGetData(pix); + wpl = pixGetWpl(pix); + index = 0; + if (spp == 1) { + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + val = image->comps[0].data[index]; + SET_DATA_BYTE(line, j, val); + index++; + } + } + } else if (spp == 2) { /* convert to RGBA */ + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + val = image->comps[0].data[index]; + aval = image->comps[1].data[index]; + composeRGBAPixel(val, val, val, aval, &pixel); + line[j] = pixel; + index++; + } + } + } else if (spp >= 3) { + for (i = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++) { + rval = image->comps[0].data[index]; + gval = image->comps[1].data[index]; + bval = image->comps[2].data[index]; + if (spp == 3) { + composeRGBPixel(rval, gval, bval, &pixel); + } else { /* spp == 4 */ + aval = image->comps[3].data[index]; + composeRGBAPixel(rval, gval, bval, aval, &pixel); + } + line[j] = pixel; + index++; + } + } + } + + /* Free the opj image data structure */ + opj_image_destroy(image); + + return pix; +} + + +/*---------------------------------------------------------------------* + * Write jp2k to file * + *---------------------------------------------------------------------*/ +/*! + * \brief pixWriteJp2k() + * + * \param[in] filename + * \param[in] pix any depth, cmap is OK + * \param[in] quality SNR > 0; 0 for default (34); 100 for lossless + * \param[in] nlevels resolution levels; <= 10; default = 5 + * \param[in] hint a bitwise OR of L_JP2K_* values; 0 for default + * \param[in] debug output callback messages, etc + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) The %quality parameter is the SNR.  The useful range is narrow:
+ *             SNR < 27  (terrible quality)
+ *             SNR = 34  (default; approximately equivalent to jpeg quality 75)
+ *             SNR = 40  (very high quality)
+ *             SNR = 45  (nearly lossless)
+ *          Use 0 for default; 100 for lossless.
+ *      (2) The %nlevels parameter is the number of resolution levels
+ *          to be written.  For example, with nlevels == 5, images with
+ *          reduction factors of 1, 2, 4, 8 and 16 are encoded, and retrieval
+ *          is done at the level requested when reading.  For default,
+ *          use either 5 or 0.
+ *      (3) The %hint parameter is not yet in use.
+ *      (4) For now, we only support 1 "layer" for quality.
+ *
+ */ +l_ok +pixWriteJp2k(const char *filename, + PIX *pix, + l_int32 quality, + l_int32 nlevels, + l_int32 hint, + l_int32 debug) +{ +FILE *fp; + + PROCNAME("pixWriteJp2k"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb+")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + + if (pixWriteStreamJp2k(fp, pix, quality, nlevels, hint, debug)) { + fclose(fp); + return ERROR_INT("pix not written to stream", procName, 1); + } + + fclose(fp); + return 0; +} + + +/*! + * \brief pixWriteStreamJp2k() + * + * \param[in] fp file stream + * \param[in] pix any depth, cmap is OK + * \param[in] quality SNR > 0; 0 for default (34); 100 for lossless + * \param[in] nlevels <= 10 + * \param[in] hint a bitwise OR of L_JP2K_* values; 0 for default + * \param[in] debug output callback messages, etc + * \return 0 if OK, 1 on error + * 
+ * Notes:
+ *      (1) See pixWriteJp2k() for usage.
+ *      (2) For an encoder with more encoding options, see, e.g.,
+ *    https://github.com/OpenJPEG/openjpeg/blob/master/tests/test_tile_encoder.c
+ *
+ */ +l_ok +pixWriteStreamJp2k(FILE *fp, + PIX *pix, + l_int32 quality, + l_int32 nlevels, + l_int32 hint, + l_int32 debug) +{ +l_int32 w, h, d, success; +l_float32 snr; +const char *opjVersion; +PIX *pixs; +opj_cparameters_t parameters; /* compression parameters */ +opj_stream_t *l_stream = NULL; +opj_codec_t* l_codec = NULL;; +opj_image_t *image = NULL; + + PROCNAME("pixWriteStreamJp2k"); + + if (!fp) + return ERROR_INT("stream not open", procName, 1); + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + + snr = (l_float32)quality; + if (snr <= 0) snr = 34.0; /* default */ + if (snr < 27) + L_WARNING("SNR = %d < 27; very low\n", procName, (l_int32)snr); + if (snr == 100) snr = 0; /* for lossless */ + if (snr > 45) { + L_WARNING("SNR > 45; using lossless encoding\n", procName); + snr = 0; + } + + if (nlevels <= 0) nlevels = 5; /* default */ + if (nlevels > 10) { + L_WARNING("nlevels = %d > 10; setting to 10\n", procName, nlevels); + nlevels = 10; + } + + opjVersion = opj_version(); + if (opjVersion[0] != '2') { + L_ERROR("version is %s; must be 2.0 or higher\n", procName, opjVersion); + return 1; + } + if ((opjVersion[2] - 0x30) != OPJ_VERSION_MINOR) { + L_ERROR("version %s: differs from minor = %d\n", + procName, opjVersion, OPJ_VERSION_MINOR); + return 1; + } + + /* Remove colormap if it exists; result is 8 or 32 bpp */ + pixGetDimensions(pix, &w, &h, &d); + if (d == 24) { + pixs = pixConvert24To32(pix); + } else if (d == 32) { + pixs = pixClone(pix); + } else if (pixGetColormap(pix) == NULL) { + pixs = pixConvertTo8(pix, 0); + } else { /* colormap */ + L_INFO("removing colormap; may be better to compress losslessly\n", + procName); + pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC); + } + + /* Convert to opj image format. */ + pixSetPadBits(pixs, 0); + image = pixConvertToOpjImage(pixs); + pixDestroy(&pixs); + + /* Set encoding parameters to default values. + * We use one layer with the input SNR. */ + opj_set_default_encoder_parameters(¶meters); + parameters.cp_fixed_quality = 1; + parameters.cp_disto_alloc = 0; + parameters.cp_fixed_alloc = 0; + parameters.tcp_distoratio[0] = snr; + parameters.tcp_numlayers = 1; + parameters.numresolution = nlevels + 1; + + /* Create comment for codestream */ + if (parameters.cp_comment == NULL) { + const char comment1[] = "Created by Leptonica, version "; + const char comment2[] = "; using OpenJPEG, version "; + size_t len1 = strlen(comment1); + size_t len2 = strlen(comment2); + char *version1 = getLeptonicaVersion(); + const char *version2 = opj_version(); + len1 += len2 + strlen(version1) + strlen(version2) + 1; + parameters.cp_comment = (char *)LEPT_MALLOC(len1); + snprintf(parameters.cp_comment, len1, "%s%s%s%s", comment1, version1, + comment2, version2); + LEPT_FREE(version1); + } + + /* Get the encoder handle */ + if ((l_codec = opj_create_compress(OPJ_CODEC_JP2)) == NULL) { + opj_image_destroy(image); + LEPT_FREE(parameters.cp_comment); + return ERROR_INT("failed to get the encoder handle\n", procName, 1); + } + + /* Catch and report events using callbacks */ + if (debug) { + opj_set_info_handler(l_codec, info_callback, NULL); + opj_set_warning_handler(l_codec, warning_callback, NULL); + opj_set_error_handler(l_codec, error_callback, NULL); + } + + /* Set up the encoder */ + if (!opj_setup_encoder(l_codec, ¶meters, image)) { + opj_destroy_codec(l_codec); + opj_image_destroy(image); + LEPT_FREE(parameters.cp_comment); + return ERROR_INT("failed to set up the encoder\n", procName, 1); + } + + /* Open a compression stream for writing. In 2.0 we could use this: + * opj_stream_create_default_file_stream(fp, 0) + * but the file stream interface was removed in 2.1. */ + rewind(fp); + if ((l_stream = opjCreateStream(fp, 0)) == NULL) { + opj_destroy_codec(l_codec); + opj_image_destroy(image); + LEPT_FREE(parameters.cp_comment); + return ERROR_INT("failed to open l_stream\n", procName, 1); + } + + /* Encode the image */ + if (!opj_start_compress(l_codec, image, l_stream)) { + opj_stream_destroy(l_stream); + opj_destroy_codec(l_codec); + opj_image_destroy(image); + LEPT_FREE(parameters.cp_comment); + return ERROR_INT("opj_start_compress failed\n", procName, 1); + } + if (!opj_encode(l_codec, l_stream)) { + opj_stream_destroy(l_stream); + opj_destroy_codec(l_codec); + opj_image_destroy(image); + LEPT_FREE(parameters.cp_comment); + return ERROR_INT("opj_encode failed\n", procName, 1); + } + success = opj_end_compress(l_codec, l_stream); + + /* Clean up */ + opj_stream_destroy(l_stream); + opj_destroy_codec(l_codec); + opj_image_destroy(image); + LEPT_FREE(parameters.cp_comment); + if (success) + return 0; + else + return ERROR_INT("opj_end_compress failed\n", procName, 1); +} + + +/*! + * \brief pixConvertToOpjImage() + * + * \param[in] pix 8 or 32 bpp + * \return opj_image, or NULL on error + * + * 
+ * Notes:
+ *      (1) Input pix is 8 bpp grayscale, 32 bpp rgb, or 32 bpp rgba.
+ *      (2) Gray + alpha pix are all represented as rgba.
+ *
+ */ +static opj_image_t * +pixConvertToOpjImage(PIX *pix) +{ +l_int32 i, j, k, w, h, d, spp, wpl; +OPJ_COLOR_SPACE colorspace; +l_int32 *ir = NULL; +l_int32 *ig = NULL; +l_int32 *ib = NULL; +l_int32 *ia = NULL; +l_uint32 *line, *data; +opj_image_t *image; +opj_image_cmptparm_t cmptparm[4]; + + PROCNAME("pixConvertToOpjImage"); + + if (!pix) + return (opj_image_t *)ERROR_PTR("pix not defined", procName, NULL); + pixGetDimensions(pix, &w, &h, &d); + if (d != 8 && d != 32) { + L_ERROR("invalid depth: %d\n", procName, d); + return NULL; + } + + /* Allocate the opj_image. */ + spp = pixGetSpp(pix); + memset(&cmptparm[0], 0, 4 * sizeof(opj_image_cmptparm_t)); + for (i = 0; i < spp; i++) { + cmptparm[i].prec = 8; + cmptparm[i].bpp = 8; + cmptparm[i].sgnd = 0; + cmptparm[i].dx = 1; + cmptparm[i].dy = 1; + cmptparm[i].w = w; + cmptparm[i].h = h; + } + colorspace = (spp == 1) ? OPJ_CLRSPC_GRAY : OPJ_CLRSPC_SRGB; + if ((image = opj_image_create(spp, &cmptparm[0], colorspace)) == NULL) + return (opj_image_t *)ERROR_PTR("image not made", procName, NULL); + image->x0 = 0; + image->y0 = 0; + image->x1 = w; + image->y1 = h; + + /* Set the component pointers */ + ir = image->comps[0].data; + if (spp > 1) { + ig = image->comps[1].data; + ib = image->comps[2].data; + } + if(spp == 4) + ia = image->comps[3].data; + + /* Transfer the data from the pix */ + data = pixGetData(pix); + wpl = pixGetWpl(pix); + for (i = 0, k = 0; i < h; i++) { + line = data + i * wpl; + for (j = 0; j < w; j++, k++) { + if (spp == 1) { + ir[k] = GET_DATA_BYTE(line, j); + } else if (spp > 1) { + ir[k] = GET_DATA_BYTE(line + j, COLOR_RED); + ig[k] = GET_DATA_BYTE(line + j, COLOR_GREEN); + ib[k] = GET_DATA_BYTE(line + j, COLOR_BLUE); + } + if (spp == 4) + ia[k] = GET_DATA_BYTE(line + j, L_ALPHA_CHANNEL); + } + } + + return image; +} + + +/*---------------------------------------------------------------------* + * Read/write to memory * + *---------------------------------------------------------------------*/ +/*! + * \brief pixReadMemJp2k() + * + * \param[in] data const; jpeg-encoded + * \param[in] size of data + * \param[in] reduction scaling factor: 1, 2, 4, 8 + * \param[in] box [optional] for extracting a subregion, can be null + * \param[in] hint a bitwise OR of L_JP2K_* values; 0 for default + * \param[in] debug output callback messages, etc + * \return pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) This crashes when reading through the fmemopen cookie.
+ *          Until we can fix this, we use the file-based work-around.
+ *          And fixing this may take some time, because the basic
+ *          stream interface is no longer supported in openjpeg.
+ *      (2) See pixReadJp2k() for usage.
+ *
+ */ +PIX * +pixReadMemJp2k(const l_uint8 *data, + size_t size, + l_uint32 reduction, + BOX *box, + l_int32 hint, + l_int32 debug) +{ +FILE *fp; +PIX *pix; + + PROCNAME("pixReadMemJp2k"); + + if (!data) + return (PIX *)ERROR_PTR("data not defined", procName, NULL); + + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (PIX *)ERROR_PTR("stream not opened", procName, NULL); + pix = pixReadStreamJp2k(fp, reduction, box, hint, debug); + fclose(fp); + if (!pix) L_ERROR("pix not read\n", procName); + return pix; +} + + +/*! + * \brief pixWriteMemJp2k() + * + * \param[out] pdata data of jpeg compressed image + * \param[out] psize size of returned data + * \param[in] pix 8 or 32 bpp + * \param[in] quality SNR > 0; 0 for default (34); 100 for lossless + * \param[in] nlevels 0 for default + * \param[in] hint a bitwise OR of L_JP2K_* values; 0 for default + * \param[in] debug output callback messages, etc + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See pixWriteJp2k() for usage.  This version writes to
+ *          memory instead of to a file stream.
+ *
+ */ +l_ok +pixWriteMemJp2k(l_uint8 **pdata, + size_t *psize, + PIX *pix, + l_int32 quality, + l_int32 nlevels, + l_int32 hint, + l_int32 debug) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("pixWriteMemJp2k"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1 ); + if (!psize) + return ERROR_INT("&size not defined", procName, 1 ); + if (!pix) + return ERROR_INT("&pix not defined", procName, 1 ); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = pixWriteStreamJp2k(fp, pix, quality, nlevels, hint, debug); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = pixWriteStreamJp2k(fp, pix, quality, nlevels, hint, debug); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*---------------------------------------------------------------------* + * Static functions from opj 2.0 to retain file stream interface * + *---------------------------------------------------------------------*/ +static l_uint64 +opj_get_user_data_length(FILE *fp) { + OPJ_OFF_T length = 0; + fseek(fp, 0, SEEK_END); + length = (OPJ_OFF_T)ftell(fp); + fseek(fp, 0, SEEK_SET); + return (l_uint64)length; +} + +static OPJ_SIZE_T +opj_read_from_file(void *p_buffer, OPJ_SIZE_T p_nb_bytes, FILE *fp) { + OPJ_SIZE_T l_nb_read = fread(p_buffer, 1, p_nb_bytes, fp); + return l_nb_read ? l_nb_read : (OPJ_SIZE_T) - 1; +} + +static OPJ_SIZE_T +opj_write_from_file(void *p_buffer, OPJ_SIZE_T p_nb_bytes, FILE *fp) +{ + return fwrite(p_buffer, 1, p_nb_bytes, fp); +} + +static OPJ_OFF_T +opj_skip_from_file(OPJ_OFF_T offset, FILE *fp) { + if (fseek(fp, offset, SEEK_CUR)) { + return -1; + } + return offset; +} + +static l_int32 +opj_seek_from_file(OPJ_OFF_T offset, FILE *fp) { + if (fseek(fp, offset, SEEK_SET)) { + return 0; + } + return 1; +} + + /* Static generator of opj_stream from file stream */ +static opj_stream_t * +opjCreateStream(FILE *fp, + l_int32 is_read_stream) +{ +opj_stream_t *l_stream; + + PROCNAME("opjCreateStream"); + + if (!fp) + return (opj_stream_t *)ERROR_PTR("fp not defined", procName, NULL); + + l_stream = opj_stream_create(OPJ_J2K_STREAM_CHUNK_SIZE, is_read_stream); + if (!l_stream) + return (opj_stream_t *)ERROR_PTR("stream not made", procName, NULL); + +#if OPJ_VERSION_MINOR == 0 + opj_stream_set_user_data(l_stream, fp); +#else + opj_stream_set_user_data(l_stream, fp, + (opj_stream_free_user_data_fn)NULL); +#endif + opj_stream_set_user_data_length(l_stream, opj_get_user_data_length(fp)); + opj_stream_set_read_function(l_stream, + (opj_stream_read_fn)opj_read_from_file); + opj_stream_set_write_function(l_stream, + (opj_stream_write_fn)opj_write_from_file); + opj_stream_set_skip_function(l_stream, + (opj_stream_skip_fn)opj_skip_from_file); + opj_stream_set_seek_function(l_stream, + (opj_stream_seek_fn)opj_seek_from_file); + + return l_stream; +} + +/* --------------------------------------------*/ +#endif /* HAVE_LIBJP2K */ +/* --------------------------------------------*/ diff --git a/3rdparty/hgOCR/leptonica/jp2kiostub.c b/3rdparty/hgOCR/leptonica/jp2kiostub.c new file mode 100644 index 00000000..ef611288 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jp2kiostub.c @@ -0,0 +1,98 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file jp2kiostub.c + * 
+ *
+ *     Stubs for jp2kio.c functions
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include "allheaders.h" + +/* --------------------------------------------*/ +#if !HAVE_LIBJP2K /* defined in environ.h */ +/* --------------------------------------------*/ + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadJp2k(const char *filename, l_uint32 reduction, BOX *box, + l_int32 hint, l_int32 debug) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadJp2k", NULL); +} + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadStreamJp2k(FILE *fp, l_uint32 reduction, BOX *box, + l_int32 hint, l_int32 debug) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadStreamJp2k", NULL); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteJp2k(const char *filename, PIX *pix, l_int32 quality, + l_int32 nlevels, l_int32 hint, l_int32 debug) +{ + return ERROR_INT("function not present", "pixWriteJp2k", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteStreamJp2k(FILE *fp, PIX *pix, l_int32 quality, + l_int32 nlevels, l_int32 hint, l_int32 debug) +{ + return ERROR_INT("function not present", "pixWriteStreamJp2k", 1); +} + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadMemJp2k(const l_uint8 *data, size_t size, l_uint32 reduction, + BOX *box, l_int32 hint, l_int32 debug) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadMemJp2k", NULL); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteMemJp2k(l_uint8 **pdata, size_t *psize, PIX *pix, + l_int32 quality, l_int32 nlevels, l_int32 hint, + l_int32 debug) +{ + return ERROR_INT("function not present", "pixWriteMemJp2k", 1); +} + +/* ----------------------------------------------------------------------*/ + +/* --------------------------------------------*/ +#endif /* !HAVE_LIBJP2K */ +/* --------------------------------------------*/ diff --git a/3rdparty/hgOCR/leptonica/jpegio.c b/3rdparty/hgOCR/leptonica/jpegio.c new file mode 100644 index 00000000..03ba2843 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jpegio.c @@ -0,0 +1,1321 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + /*! + * \file jpegio.c + * 
+  *
+  *    Read jpeg from file
+  *          PIX             *pixReadJpeg()  [special top level]
+  *          PIX             *pixReadStreamJpeg()
+  *
+  *    Read jpeg metadata from file
+  *          l_int32          readHeaderJpeg()
+  *          l_int32          freadHeaderJpeg()
+  *          l_int32          fgetJpegResolution()
+  *          l_int32          fgetJpegComment()
+  *
+  *    Write jpeg to file
+  *          l_int32          pixWriteJpeg()  [special top level]
+  *          l_int32          pixWriteStreamJpeg()
+  *
+  *    Read/write to memory
+  *          PIX             *pixReadMemJpeg()
+  *          l_int32          readHeaderMemJpeg()
+  *          l_int32          readResolutionMemJpeg()
+  *          l_int32          pixWriteMemJpeg()
+  *
+  *    Setting special flag for chroma sampling on write
+  *          l_int32          pixSetChromaSampling()
+  *
+  *    Static system helpers
+  *          static void      jpeg_error_catch_all_1()
+  *          static void      jpeg_error_catch_all_2()
+  *          static l_uint8   jpeg_getc()
+  *          static l_int32   jpeg_comment_callback()
+  *
+  *    Documentation: libjpeg.doc can be found, along with all
+  *    source code, at ftp://ftp.uu.net/graphics/jpeg
+  *    Download and untar the file:  jpegsrc.v6b.tar.gz
+  *    A good paper on jpeg can also be found there: wallace.ps.gz
+  *
+  *    The functions in libjpeg make it very simple to compress
+  *    and decompress images.  On input (decompression from file),
+  *    3 component color images can be read into either an 8 bpp Pix
+  *    with a colormap or a 32 bpp Pix with RGB components.  For output
+  *    (compression to file), all color Pix, whether 8 bpp with a
+  *    colormap or 32 bpp, are written compressed as a set of three
+  *    8 bpp (rgb) images.
+  *
+  *    Low-level error handling
+  *    ------------------------
+  *    The default behavior of the jpeg library is to call exit.
+  *    This is often undesirable, and the caller should make the
+  *    decision when to abort a process.  To prevent the jpeg library
+  *    from calling exit(), setjmp() has been inserted into all
+  *    readers and writers, and the cinfo struct has been set up so that
+  *    the low-level jpeg library will call a special error handler
+  *    that doesn't exit, instead of the default function error_exit().
+  *
+  *    To avoid race conditions and make these functions thread-safe in
+  *    the rare situation where calls to two threads are simultaneously
+  *    failing on bad jpegs, we insert a local copy of the jmp_buf struct
+  *    into the cinfo.client_data field, and use this on longjmp.
+  *    For extracting the jpeg comment, we have the added complication
+  *    that the client_data field must also return the jpeg comment,
+  *    and we use a different error handler.
+  *
+  *    How to avoid subsampling the chroma channels
+  *    --------------------------------------------
+  *    When writing, you can avoid subsampling the U,V (chroma)
+  *    channels.  This gives higher quality for the color, which is
+  *    important for some situations.  The default subsampling is 2x2 on
+  *    both channels.  Before writing, call pixSetChromaSampling(pix, 0)
+  *    to prevent chroma subsampling.
+  *
+  *    How to extract just the luminance channel in reading RGB
+  *    --------------------------------------------------------
+  *    For higher resolution and faster decoding of an RGB image, you
+  *    can extract just the 8 bpp luminance channel, using pixReadJpeg(),
+  *    where you use L_JPEG_READ_LUMINANCE for the %hint arg.
+  *
+  *    How to fail to read if the data is corrupted
+  *    ---------------------------------------------
+  *    By default, if the low-level jpeg library functions do not abort,
+  *    a pix will be returned, even if the data is corrupted and warnings
+  *    are issued.  In order to be most likely to fail to read when there
+  *    is data corruption, use L_JPEG_FAIL_ON_BAD_DATA in the %hint arg.
+  *
+  *    Compressing to memory and decompressing from memory
+  *    ---------------------------------------------------
+  *    On systems like windows without fmemopen() and open_memstream(),
+  *    we write data to a temp file and read it back for operations
+  *    between pix and compressed-data, such as pixReadMemJpeg() and
+  *    pixWriteMemJpeg().
+  *
+  *    Vestigial code: parsing the jpeg file for header metadata
+  *    ---------------------------------------------------------
+  *    For extracting header metadata, we previously parsed the file, looking
+  *    for specific markers.  This is error-prone because of non-standard
+  *    jpeg files, and we now use readHeaderJpeg() and readHeaderMemJpeg().
+  *    The vestigial code is retained in jpegio_notused.c to help you
+  *    understand a bit about how to parse jpeg markers.  It is not compiled
+  *    into the library.
+  *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include +#include "allheaders.h" + + /* --------------------------------------------*/ +#if HAVE_LIBJPEG /* defined in environ.h */ +/* --------------------------------------------*/ + +#include + + /* jconfig.h makes the error of setting + * #define HAVE_STDLIB_H + * which conflicts with config_auto.h (where it is set to 1) and results + * for some gcc compiler versions in a warning. The conflict is harmless + * but we suppress it by undefining the variable. */ +#undef HAVE_STDLIB_H +#include "jpeglib.h" + +static void jpeg_error_catch_all_1(j_common_ptr cinfo); +static void jpeg_error_catch_all_2(j_common_ptr cinfo); +static l_uint8 jpeg_getc(j_decompress_ptr cinfo); + +/* Note: 'boolean' is defined in jmorecfg.h. We use it explicitly + * here because for windows where __MINGW32__ is defined, + * the prototype for jpeg_comment_callback() is given as + * returning a boolean. */ +static boolean jpeg_comment_callback(j_decompress_ptr cinfo); + +/* This is saved in the client_data field of cinfo, and used both + * to retrieve the comment from its callback and to handle + * exceptions with a longjmp. */ +struct callback_data { + jmp_buf jmpbuf; + l_uint8 *comment; +}; + +#ifndef NO_CONSOLE_IO +#define DEBUG_INFO 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*---------------------------------------------------------------------* + * Read jpeg from file (special function) * + *---------------------------------------------------------------------*/ + /*! + * \brief pixReadJpeg() + * + * \param[in] filename + * \param[in] cmapflag 0 for no colormap in returned pix; + * 1 to return an 8 bpp cmapped pix if spp = 3 or 4 + * \param[in] reduction scaling factor: 1, 2, 4 or 8 + * \param[out] pnwarn [optional] number of warnings about + * corrupted data + * \param[in] hint a bitwise OR of L_JPEG_* values; 0 for default + * \return pix, or NULL on error + * + * 
+  * Notes:
+  *      (1) This is a special function for reading jpeg files.
+  *      (2) Use this if you want the jpeg library to create
+  *          an 8 bpp colormapped image.
+  *      (3) Images reduced by factors of 2, 4 or 8 can be returned
+  *          significantly faster than full resolution images.
+  *      (4) If the jpeg data is bad, the jpeg library will continue
+  *          silently, or return warnings, or attempt to exit.  Depending
+  *          on the severity of the data corruption, there are two possible
+  *          outcomes:
+  *          (a) a possibly damaged pix can be generated, along with zero
+  *              or more warnings, or
+  *          (b) the library will attempt to exit (caught by our error
+  *              handler) and no pix will be returned.
+  *          If a pix is generated with at least one warning of data
+  *          corruption, and if L_JPEG_FAIL_ON_BAD_DATA is included in %hint,
+  *          no pix will be returned.
+  *      (5) The possible hint values are given in the enum in imageio.h:
+  *            * L_JPEG_READ_LUMINANCE
+  *            * L_JPEG_FAIL_ON_BAD_DATA
+  *          Default (0) is to do neither.
+  *
+ */ +PIX * +pixReadJpeg(const char *filename, + l_int32 cmapflag, + l_int32 reduction, + l_int32 *pnwarn, + l_int32 hint) +{ + l_int32 ret; + l_uint8 *comment; + FILE *fp; + PIX *pix; + + PROCNAME("pixReadJpeg"); + + if (pnwarn) *pnwarn = 0; + if (!filename) + return (PIX *)ERROR_PTR("filename not defined", procName, NULL); + if (cmapflag != 0 && cmapflag != 1) + cmapflag = 0; /* default */ + if (reduction != 1 && reduction != 2 && reduction != 4 && reduction != 8) + return (PIX *)ERROR_PTR("reduction not in {1,2,4,8}", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (PIX *)ERROR_PTR("image file not found", procName, NULL); + pix = pixReadStreamJpeg(fp, cmapflag, reduction, pnwarn, hint); + if (pix) { + ret = fgetJpegComment(fp, &comment); + if (!ret && comment) + pixSetText(pix, (char *)comment); + LEPT_FREE(comment); + } + fclose(fp); + + if (!pix) + return (PIX *)ERROR_PTR("image not returned", procName, NULL); + return pix; +} + + +/*! + * \brief pixReadStreamJpeg() + * + * \param[in] fp file stream + * \param[in] cmapflag 0 for no colormap in returned pix; + * 1 to return an 8 bpp cmapped pix if spp = 3 or 4 + * \param[in] reduction scaling factor: 1, 2, 4 or 8 + * \param[out] pnwarn [optional] number of warnings + * \param[in] hint a bitwise OR of L_JPEG_* values; 0 for default + * \return pix, or NULL on error + * + * Usage: see pixReadJpeg + * 
+ * Notes:
+ *      (1) The jpeg comment, if it exists, is not stored in the pix.
+ *
+ */ +PIX * +pixReadStreamJpeg(FILE *fp, + l_int32 cmapflag, + l_int32 reduction, + l_int32 *pnwarn, + l_int32 hint) +{ + l_int32 cyan, yellow, magenta, black, nwarn; + l_int32 i, j, k, rval, gval, bval; + l_int32 w, h, wpl, spp, ncolors, cindex, ycck, cmyk; + l_uint32 *data; + l_uint32 *line, *ppixel; + JSAMPROW rowbuffer; + PIX *pix; + PIXCMAP *cmap; + struct jpeg_decompress_struct cinfo; + struct jpeg_error_mgr jerr; + jmp_buf jmpbuf; /* must be local to the function */ + + PROCNAME("pixReadStreamJpeg"); + + if (pnwarn) *pnwarn = 0; + if (!fp) + return (PIX *)ERROR_PTR("fp not defined", procName, NULL); + if (cmapflag != 0 && cmapflag != 1) + cmapflag = 0; /* default */ + if (reduction != 1 && reduction != 2 && reduction != 4 && reduction != 8) + return (PIX *)ERROR_PTR("reduction not in {1,2,4,8}", procName, NULL); + + if (BITS_IN_JSAMPLE != 8) /* set in jmorecfg.h */ + return (PIX *)ERROR_PTR("BITS_IN_JSAMPLE != 8", procName, NULL); + + rewind(fp); + pix = NULL; + rowbuffer = NULL; + + /* Modify the jpeg error handling to catch fatal errors */ + cinfo.err = jpeg_std_error(&jerr); + jerr.error_exit = jpeg_error_catch_all_1; + cinfo.client_data = (void *)&jmpbuf; + if (setjmp(jmpbuf)) { + pixDestroy(&pix); + LEPT_FREE(rowbuffer); + return (PIX *)ERROR_PTR("internal jpeg error", procName, NULL); + } + + /* Initialize jpeg structs for decompression */ + jpeg_create_decompress(&cinfo); + jpeg_stdio_src(&cinfo, fp); + jpeg_read_header(&cinfo, TRUE); + cinfo.scale_denom = reduction; + cinfo.scale_num = 1; + jpeg_calc_output_dimensions(&cinfo); + if (hint & L_JPEG_READ_LUMINANCE) { + cinfo.out_color_space = JCS_GRAYSCALE; + spp = 1; + L_INFO("reading luminance channel only\n", procName); + } + else { + spp = cinfo.out_color_components; + } + + /* Allocate the image and a row buffer */ + w = cinfo.output_width; + h = cinfo.output_height; + ycck = (cinfo.jpeg_color_space == JCS_YCCK && spp == 4 && cmapflag == 0); + cmyk = (cinfo.jpeg_color_space == JCS_CMYK && spp == 4 && cmapflag == 0); + if (spp != 1 && spp != 3 && !ycck && !cmyk) { + return (PIX *)ERROR_PTR("spp must be 1 or 3, or YCCK or CMYK", + procName, NULL); + } + if ((spp == 3 && cmapflag == 0) || ycck || cmyk) { /* rgb or 4 bpp color */ + rowbuffer = (JSAMPROW)LEPT_CALLOC(sizeof(JSAMPLE), (size_t)spp * w); + pix = pixCreate(w, h, 32); + } + else { /* 8 bpp gray or colormapped */ + rowbuffer = (JSAMPROW)LEPT_CALLOC(sizeof(JSAMPLE), w); + pix = pixCreate(w, h, 8); + } + pixSetInputFormat(pix, IFF_JFIF_JPEG); + if (!rowbuffer || !pix) { + LEPT_FREE(rowbuffer); + pixDestroy(&pix); + return (PIX *)ERROR_PTR("rowbuffer or pix not made", procName, NULL); + } + + /* Initialize decompression. Set up a colormap for color + * quantization if requested. */ + if (spp == 1) { /* Grayscale or colormapped */ + jpeg_start_decompress(&cinfo); + } + else { /* Color; spp == 3 or YCCK or CMYK */ + if (cmapflag == 0) { /* 24 bit color in 32 bit pix or YCCK/CMYK */ + cinfo.quantize_colors = FALSE; + jpeg_start_decompress(&cinfo); + } + else { /* Color quantize to 8 bits */ + cinfo.quantize_colors = TRUE; + cinfo.desired_number_of_colors = 256; + jpeg_start_decompress(&cinfo); + + /* Construct a pix cmap */ + cmap = pixcmapCreate(8); + ncolors = cinfo.actual_number_of_colors; + for (cindex = 0; cindex < ncolors; cindex++) { + rval = cinfo.colormap[0][cindex]; + gval = cinfo.colormap[1][cindex]; + bval = cinfo.colormap[2][cindex]; + pixcmapAddColor(cmap, rval, gval, bval); + } + pixSetColormap(pix, cmap); + } + } + wpl = pixGetWpl(pix); + data = pixGetData(pix); + + /* Decompress. Unfortunately, we cannot use the return value + * from jpeg_read_scanlines() to determine if there was a problem + * with the data; it always appears to return 1. We can only + * tell from the warnings during decoding, such as "premature + * end of data segment". The default behavior is to return an + * image even if there are warnings. However, by setting the + * hint to have the same bit flag as L_JPEG_FAIL_ON_BAD_DATA, + * no image will be returned if there are any warnings. */ + for (i = 0; i < h; i++) { + if (jpeg_read_scanlines(&cinfo, &rowbuffer, (JDIMENSION)1) == 0) { + L_ERROR("read error at scanline %d\n", procName, i); + pixDestroy(&pix); + jpeg_destroy_decompress(&cinfo); + LEPT_FREE(rowbuffer); + return (PIX *)ERROR_PTR("bad data", procName, NULL); + } + + /* -- 24 bit color -- */ + if ((spp == 3 && cmapflag == 0) || ycck || cmyk) { + ppixel = data + i * wpl; + if (spp == 3) { + for (j = k = 0; j < w; j++) { + SET_DATA_BYTE(ppixel, COLOR_RED, rowbuffer[k++]); + SET_DATA_BYTE(ppixel, COLOR_GREEN, rowbuffer[k++]); + SET_DATA_BYTE(ppixel, COLOR_BLUE, rowbuffer[k++]); + /* should not use alpha byte, but for buggy readers, + * set it to opaque */ + SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL, 255); + ppixel++; + } + } + else { + /* This is a conversion from CMYK -> RGB that ignores + color profiles, and is invoked when the image header + claims to be in CMYK or YCCK colorspace. If in YCCK, + libjpeg may be doing YCCK -> CMYK under the hood. + To understand why the colors need to be inverted on + read-in for the Adobe marker, see the "Special + color spaces" section of "Using the IJG JPEG + Library" by Thomas G. Lane: + http://www.jpegcameras.com/libjpeg/libjpeg-3.html#ss3.1 + The non-Adobe conversion is equivalent to: + rval = black - black * cyan / 255 + ... + The Adobe conversion is equivalent to: + rval = black - black * (255 - cyan) / 255 + ... + Note that cyan is the complement to red, and we + are subtracting the complement color (weighted + by black) from black. For Adobe conversions, + where they've already inverted the CMY but not + the K, we have to invert again. The results + must be clipped to [0 ... 255]. */ + for (j = k = 0; j < w; j++) { + cyan = rowbuffer[k++]; + magenta = rowbuffer[k++]; + yellow = rowbuffer[k++]; + black = rowbuffer[k++]; + if (cinfo.saw_Adobe_marker) { + rval = (black * cyan) / 255; + gval = (black * magenta) / 255; + bval = (black * yellow) / 255; + } + else { + rval = black * (255 - cyan) / 255; + gval = black * (255 - magenta) / 255; + bval = black * (255 - yellow) / 255; + } + rval = L_MIN(L_MAX(rval, 0), 255); + gval = L_MIN(L_MAX(gval, 0), 255); + bval = L_MIN(L_MAX(bval, 0), 255); + composeRGBPixel(rval, gval, bval, ppixel); + ppixel++; + } + } + } + else { /* 8 bpp grayscale or colormapped pix */ + line = data + i * wpl; + for (j = 0; j < w; j++) + SET_DATA_BYTE(line, j, rowbuffer[j]); + } + } + + nwarn = cinfo.err->num_warnings; + if (pnwarn) *pnwarn = nwarn; + + /* If the pixel density is neither 1 nor 2, it may not be defined. + * In that case, don't set the resolution. */ + if (cinfo.density_unit == 1) { /* pixels per inch */ + pixSetXRes(pix, cinfo.X_density); + pixSetYRes(pix, cinfo.Y_density); + } + else if (cinfo.density_unit == 2) { /* pixels per centimeter */ + pixSetXRes(pix, (l_int32)((l_float32)cinfo.X_density * 2.54 + 0.5)); + pixSetYRes(pix, (l_int32)((l_float32)cinfo.Y_density * 2.54 + 0.5)); + } + + if (cinfo.output_components != spp) + fprintf(stderr, "output spp = %d, spp = %d\n", + cinfo.output_components, spp); + + jpeg_finish_decompress(&cinfo); + jpeg_destroy_decompress(&cinfo); + LEPT_FREE(rowbuffer); + + if (nwarn > 0) { + if (hint & L_JPEG_FAIL_ON_BAD_DATA) { + L_ERROR("fail with %d warning(s) of bad data\n", procName, nwarn); + pixDestroy(&pix); + } + else { + L_WARNING("%d warning(s) of bad data\n", procName, nwarn); + } + } + + return pix; +} + + +/*---------------------------------------------------------------------* + * Read jpeg metadata from file * + *---------------------------------------------------------------------*/ + /*! + * \brief readHeaderJpeg() + * + * \param[in] filename + * \param[out] pw [optional] + * \param[out] ph [optional] + * \param[out] pspp [optional] samples/pixel + * \param[out] pycck [optional] 1 if ycck color space; 0 otherwise + * \param[out] pcmyk [optional] 1 if cmyk color space; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +readHeaderJpeg(const char *filename, + l_int32 *pw, + l_int32 *ph, + l_int32 *pspp, + l_int32 *pycck, + l_int32 *pcmyk) +{ + l_int32 ret; + FILE *fp; + + PROCNAME("readHeaderJpeg"); + + if (pw) *pw = 0; + if (ph) *ph = 0; + if (pspp) *pspp = 0; + if (pycck) *pycck = 0; + if (pcmyk) *pcmyk = 0; + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!pw && !ph && !pspp && !pycck && !pcmyk) + return ERROR_INT("no results requested", procName, 1); + + if ((fp = fopenReadStream(filename)) == NULL) + return ERROR_INT("image file not found", procName, 1); + ret = freadHeaderJpeg(fp, pw, ph, pspp, pycck, pcmyk); + fclose(fp); + return ret; +} + + +/*! + * \brief freadHeaderJpeg() + * + * \param[in] fp file stream + * \param[out] pw [optional] + * \param[out] ph [optional] + * \param[out] pspp [optional] samples/pixel + * \param[out] pycck [optional] 1 if ycck color space; 0 otherwise + * \param[out] pcmyk [optional] 1 if cmyk color space; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +freadHeaderJpeg(FILE *fp, + l_int32 *pw, + l_int32 *ph, + l_int32 *pspp, + l_int32 *pycck, + l_int32 *pcmyk) +{ + l_int32 spp, w, h; + struct jpeg_decompress_struct cinfo; + struct jpeg_error_mgr jerr; + jmp_buf jmpbuf; /* must be local to the function */ + + PROCNAME("freadHeaderJpeg"); + + if (pw) *pw = 0; + if (ph) *ph = 0; + if (pspp) *pspp = 0; + if (pycck) *pycck = 0; + if (pcmyk) *pcmyk = 0; + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!pw && !ph && !pspp && !pycck && !pcmyk) + return ERROR_INT("no results requested", procName, 1); + + rewind(fp); + + /* Modify the jpeg error handling to catch fatal errors */ + cinfo.err = jpeg_std_error(&jerr); + cinfo.client_data = (void *)&jmpbuf; + jerr.error_exit = jpeg_error_catch_all_1; + if (setjmp(jmpbuf)) + return ERROR_INT("internal jpeg error", procName, 1); + + /* Initialize the jpeg structs for reading the header */ + jpeg_create_decompress(&cinfo); + jpeg_stdio_src(&cinfo, fp); + jpeg_read_header(&cinfo, TRUE); + jpeg_calc_output_dimensions(&cinfo); + spp = cinfo.out_color_components; + w = cinfo.output_width; + h = cinfo.output_height; + if (w < 1 || h < 1 || spp < 1 || spp > 4) { + jpeg_destroy_decompress(&cinfo); + rewind(fp); + return ERROR_INT("bad jpeg image parameters", procName, 1); + } + + if (pspp) *pspp = spp; + if (pw) *pw = cinfo.output_width; + if (ph) *ph = cinfo.output_height; + if (pycck) *pycck = + (cinfo.jpeg_color_space == JCS_YCCK && spp == 4); + if (pcmyk) *pcmyk = + (cinfo.jpeg_color_space == JCS_CMYK && spp == 4); + + jpeg_destroy_decompress(&cinfo); + rewind(fp); + return 0; +} + + +/* + * \brief fgetJpegResolution() + * + * \param[in] fp file stream + * \param[out] pxres, pyres resolutions + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) If neither resolution field is set, this is not an error;
+ *          the returned resolution values are 0 (designating 'unknown').
+ *      (2) Side-effect: this rewinds the stream.
+ *
+ */ +l_int32 +fgetJpegResolution(FILE *fp, + l_int32 *pxres, + l_int32 *pyres) +{ + struct jpeg_decompress_struct cinfo; + struct jpeg_error_mgr jerr; + jmp_buf jmpbuf; /* must be local to the function */ + + PROCNAME("fgetJpegResolution"); + + if (pxres) *pxres = 0; + if (pyres) *pyres = 0; + if (!pxres || !pyres) + return ERROR_INT("&xres and &yres not both defined", procName, 1); + if (!fp) + return ERROR_INT("stream not opened", procName, 1); + + rewind(fp); + + /* Modify the jpeg error handling to catch fatal errors */ + cinfo.err = jpeg_std_error(&jerr); + cinfo.client_data = (void *)&jmpbuf; + jerr.error_exit = jpeg_error_catch_all_1; + if (setjmp(jmpbuf)) + return ERROR_INT("internal jpeg error", procName, 1); + + /* Initialize the jpeg structs for reading the header */ + jpeg_create_decompress(&cinfo); + jpeg_stdio_src(&cinfo, fp); + jpeg_read_header(&cinfo, TRUE); + + /* It is common for the input resolution to be omitted from the + * jpeg file. If density_unit is not 1 or 2, simply return 0. */ + if (cinfo.density_unit == 1) { /* pixels/inch */ + *pxres = cinfo.X_density; + *pyres = cinfo.Y_density; + } + else if (cinfo.density_unit == 2) { /* pixels/cm */ + *pxres = (l_int32)((l_float32)cinfo.X_density * 2.54 + 0.5); + *pyres = (l_int32)((l_float32)cinfo.Y_density * 2.54 + 0.5); + } + + jpeg_destroy_decompress(&cinfo); + rewind(fp); + return 0; +} + + +/* + * \brief fgetJpegComment() + * + * \param[in] fp file stream opened for read + * \param[out] pcomment comment + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Side-effect: this rewinds the stream.
+ *
+ */ +l_int32 +fgetJpegComment(FILE *fp, + l_uint8 **pcomment) +{ + struct jpeg_decompress_struct cinfo; + struct jpeg_error_mgr jerr; + struct callback_data cb_data; /* contains local jmp_buf */ + + PROCNAME("fgetJpegComment"); + + if (!pcomment) + return ERROR_INT("&comment not defined", procName, 1); + *pcomment = NULL; + if (!fp) + return ERROR_INT("stream not opened", procName, 1); + + rewind(fp); + + /* Modify the jpeg error handling to catch fatal errors */ + cinfo.err = jpeg_std_error(&jerr); + jerr.error_exit = jpeg_error_catch_all_2; + cb_data.comment = NULL; + cinfo.client_data = (void *)&cb_data; + if (setjmp(cb_data.jmpbuf)) { + LEPT_FREE(cb_data.comment); + return ERROR_INT("internal jpeg error", procName, 1); + } + + /* Initialize the jpeg structs for reading the header */ + jpeg_create_decompress(&cinfo); + jpeg_set_marker_processor(&cinfo, JPEG_COM, jpeg_comment_callback); + jpeg_stdio_src(&cinfo, fp); + jpeg_read_header(&cinfo, TRUE); + + /* Save the result */ + *pcomment = cb_data.comment; + jpeg_destroy_decompress(&cinfo); + rewind(fp); + return 0; +} + + +/*---------------------------------------------------------------------* + * Writing Jpeg * + *---------------------------------------------------------------------*/ + /*! + * \brief pixWriteJpeg() + * + * \param[in] filename + * \param[in] pix any depth; cmap is OK + * \param[in] quality 1 - 100; 75 is default + * \param[in] progressive 0 for baseline sequential; 1 for progressive + * \return 0 if OK; 1 on error + */ +l_ok +pixWriteJpeg(const char *filename, + PIX *pix, + l_int32 quality, + l_int32 progressive) +{ + FILE *fp; + + PROCNAME("pixWriteJpeg"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "wb+")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + + if (pixWriteStreamJpeg(fp, pix, quality, progressive)) { + fclose(fp); + return ERROR_INT("pix not written to stream", procName, 1); + } + + fclose(fp); + return 0; +} + + +/*! + * \brief pixWriteStreamJpeg() + * + * \param[in] fp file stream + * \param[in] pixs any depth; cmap is OK + * \param[in] quality 1 - 100; 75 is default value; 0 is also default + * \param[in] progressive 0 for baseline sequential; 1 for progressive + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Progressive encoding gives better compression, at the
+ *          expense of slower encoding and decoding.
+ *      (2) Standard chroma subsampling is 2x2 on both the U and V
+ *          channels.  For highest quality, use no subsampling; this
+ *          option is set by pixSetChromaSampling(pix, 0).
+ *      (3) The only valid pixel depths in leptonica are 1, 2, 4, 8, 16
+ *          and 32 bpp.  However, it is possible, and in some cases desirable,
+ *          to write out a jpeg file using an rgb pix that has 24 bpp.
+ *          This can be created by appending the raster data for a 24 bpp
+ *          image (with proper scanline padding) directly to a 24 bpp
+ *          pix that was created without a data array.
+ *      (4) There are two compression paths in this function:
+ *          * Grayscale image, no colormap: compress as 8 bpp image.
+ *          * rgb full color image: copy each line into the color
+ *            line buffer, and compress as three 8 bpp images.
+ *      (5) Under the covers, the jpeg library transforms rgb to a
+ *          luminance-chromaticity triple, each component of which is
+ *          also 8 bits, and compresses that.  It uses 2 Huffman tables,
+ *          a higher resolution one (with more quantization levels)
+ *          for luminosity and a lower resolution one for the chromas.
+ *
+ */ +l_ok +pixWriteStreamJpeg(FILE *fp, + PIX *pixs, + l_int32 quality, + l_int32 progressive) +{ + l_int32 xres, yres; + l_int32 i, j, k; + l_int32 w, h, d, wpl, spp, colorflag, rowsamples; + l_uint32 *ppixel, *line, *data; + JSAMPROW rowbuffer; + PIX *pix; + struct jpeg_compress_struct cinfo; + struct jpeg_error_mgr jerr; + char *text; + jmp_buf jmpbuf; /* must be local to the function */ + + PROCNAME("pixWriteStreamJpeg"); + + if (!fp) + return ERROR_INT("stream not open", procName, 1); + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (quality <= 0) quality = 75; /* default */ + if (quality > 100) { + L_ERROR("invalid jpeg quality; setting to 75\n", procName); + quality = 75; + } + + /* If necessary, convert the pix so that it can be jpeg compressed. + * The colormap is removed based on the source, so if the colormap + * has only gray colors, the image will be compressed with spp = 1. */ + pixGetDimensions(pixs, &w, &h, &d); + pix = NULL; + if (pixGetColormap(pixs) != NULL) { + L_INFO("removing colormap; may be better to compress losslessly\n", + procName); + pix = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC); + } + else if (d >= 8 && d != 16) { /* normal case; no rewrite */ + pix = pixClone(pixs); + } + else if (d < 8 || d == 16) { + L_INFO("converting from %d to 8 bpp\n", procName, d); + pix = pixConvertTo8(pixs, 0); /* 8 bpp, no cmap */ + } + else { + L_ERROR("unknown pix type with d = %d and no cmap\n", procName, d); + return 1; + } + if (!pix) + return ERROR_INT("pix not made", procName, 1); + pixSetPadBits(pix, 0); + + rewind(fp); + rowbuffer = NULL; + + /* Modify the jpeg error handling to catch fatal errors */ + cinfo.err = jpeg_std_error(&jerr); + cinfo.client_data = (void *)&jmpbuf; + jerr.error_exit = jpeg_error_catch_all_1; + if (setjmp(jmpbuf)) { + LEPT_FREE(rowbuffer); + pixDestroy(&pix); + return ERROR_INT("internal jpeg error", procName, 1); + } + + /* Initialize the jpeg structs for compression */ + jpeg_create_compress(&cinfo); + jpeg_stdio_dest(&cinfo, fp); + cinfo.image_width = w; + cinfo.image_height = h; + + /* Set the color space and number of components */ + d = pixGetDepth(pix); + if (d == 8) { + colorflag = 0; /* 8 bpp grayscale; no cmap */ + cinfo.input_components = 1; + cinfo.in_color_space = JCS_GRAYSCALE; + } + else { /* d == 32 || d == 24 */ + colorflag = 1; /* rgb */ + cinfo.input_components = 3; + cinfo.in_color_space = JCS_RGB; + } + + jpeg_set_defaults(&cinfo); + + /* Setting optimize_coding to TRUE seems to improve compression + * by approx 2-4 percent, and increases comp time by approx 20%. */ + cinfo.optimize_coding = FALSE; + + /* Set resolution in pixels/in (density_unit: 1 = in, 2 = cm) */ + xres = pixGetXRes(pix); + yres = pixGetYRes(pix); + if ((xres != 0) && (yres != 0)) { + cinfo.density_unit = 1; /* designates pixels per inch */ + cinfo.X_density = xres; + cinfo.Y_density = yres; + } + + /* Set the quality and progressive parameters */ + jpeg_set_quality(&cinfo, quality, TRUE); + if (progressive) + jpeg_simple_progression(&cinfo); + + /* Set the chroma subsampling parameters. This is done in + * YUV color space. The Y (intensity) channel is never subsampled. + * The standard subsampling is 2x2 on both the U and V channels. + * Notation on this is confusing. For a nice illustrations, see + * http://en.wikipedia.org/wiki/Chroma_subsampling + * The standard subsampling is written as 4:2:0. + * We allow high quality where there is no subsampling on the + * chroma channels: denoted as 4:4:4. */ + if (pixs->special == L_NO_CHROMA_SAMPLING_JPEG) { + cinfo.comp_info[0].h_samp_factor = 1; + cinfo.comp_info[0].v_samp_factor = 1; + cinfo.comp_info[1].h_samp_factor = 1; + cinfo.comp_info[1].v_samp_factor = 1; + cinfo.comp_info[2].h_samp_factor = 1; + cinfo.comp_info[2].v_samp_factor = 1; + } + + jpeg_start_compress(&cinfo, TRUE); + + /* Cap the text the length limit, 65533, for JPEG_COM payload. + * Just to be safe, subtract 100 to cover the Adobe name space. */ + if ((text = pixGetText(pix)) != NULL) { + if (strlen(text) > 65433) { + L_WARNING("text is %zu bytes; clipping to 65433\n", + procName, strlen(text)); + text[65433] = '\0'; + } + jpeg_write_marker(&cinfo, JPEG_COM, (const JOCTET *)text, strlen(text)); + } + + /* Allocate row buffer */ + spp = cinfo.input_components; + rowsamples = spp * w; + if ((rowbuffer = (JSAMPROW)LEPT_CALLOC(sizeof(JSAMPLE), rowsamples)) + == NULL) { + pixDestroy(&pix); + return ERROR_INT("calloc fail for rowbuffer", procName, 1); + } + + data = pixGetData(pix); + wpl = pixGetWpl(pix); + for (i = 0; i < h; i++) { + line = data + i * wpl; + if (colorflag == 0) { /* 8 bpp gray */ + for (j = 0; j < w; j++) + rowbuffer[j] = GET_DATA_BYTE(line, j); + } + else { /* colorflag == 1 */ + if (d == 24) { /* See note 3 above; special case of 24 bpp rgb */ + jpeg_write_scanlines(&cinfo, (JSAMPROW *)&line, 1); + } + else { /* standard 32 bpp rgb */ + ppixel = line; + for (j = k = 0; j < w; j++) { + rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_RED); + rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_GREEN); + rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_BLUE); + ppixel++; + } + } + } + if (d != 24) + jpeg_write_scanlines(&cinfo, &rowbuffer, 1); + } + jpeg_finish_compress(&cinfo); + + pixDestroy(&pix); + LEPT_FREE(rowbuffer); + jpeg_destroy_compress(&cinfo); + return 0; +} + + +/*---------------------------------------------------------------------* + * Read/write to memory * + *---------------------------------------------------------------------*/ + + /*! + * \brief pixReadMemJpeg() + * + * \param[in] data const; jpeg-encoded + * \param[in] size of data + * \param[in] cmflag colormap flag 0 means return RGB image if color; + * 1 means create a colormap and return + * an 8 bpp colormapped image if color + * \param[in] reduction scaling factor: 1, 2, 4 or 8 + * \param[out] pnwarn [optional] number of warnings + * \param[in] hint a bitwise OR of L_JPEG_* values; 0 for default + * \return pix, or NULL on error + * + * 
+  * Notes:
+  *      (1) The %size byte of %data must be a null character.
+  *      (2) The only hint flag so far is L_JPEG_READ_LUMINANCE,
+  *          given in the enum in imageio.h.
+  *      (3) See pixReadJpeg() for usage.
+  *
+ */ +PIX * +pixReadMemJpeg(const l_uint8 *data, + size_t size, + l_int32 cmflag, + l_int32 reduction, + l_int32 *pnwarn, + l_int32 hint) +{ + l_int32 ret; + l_uint8 *comment; + FILE *fp; + PIX *pix; + + PROCNAME("pixReadMemJpeg"); + + if (pnwarn) *pnwarn = 0; + if (!data) + return (PIX *)ERROR_PTR("data not defined", procName, NULL); + + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (PIX *)ERROR_PTR("stream not opened", procName, NULL); + pix = pixReadStreamJpeg(fp, cmflag, reduction, pnwarn, hint); + if (pix) { + ret = fgetJpegComment(fp, &comment); + if (!ret && comment) { + pixSetText(pix, (char *)comment); + LEPT_FREE(comment); + } + } + fclose(fp); + if (!pix) L_ERROR("pix not read\n", procName); + return pix; +} + + +/*! + * \brief readHeaderMemJpeg() + * + * \param[in] data const; jpeg-encoded + * \param[in] size of data + * \param[out] pw [optional] width + * \param[out] ph [optional] height + * \param[out] pspp [optional] samples/pixel + * \param[out] pycck [optional] 1 if ycck color space; 0 otherwise + * \param[out] pcmyk [optional] 1 if cmyk color space; 0 otherwise + * \return 0 if OK, 1 on error + */ +l_ok +readHeaderMemJpeg(const l_uint8 *data, + size_t size, + l_int32 *pw, + l_int32 *ph, + l_int32 *pspp, + l_int32 *pycck, + l_int32 *pcmyk) +{ + l_int32 ret; + FILE *fp; + + PROCNAME("readHeaderMemJpeg"); + + if (pw) *pw = 0; + if (ph) *ph = 0; + if (pspp) *pspp = 0; + if (pycck) *pycck = 0; + if (pcmyk) *pcmyk = 0; + if (!data) + return ERROR_INT("data not defined", procName, 1); + if (!pw && !ph && !pspp && !pycck && !pcmyk) + return ERROR_INT("no results requested", procName, 1); + + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = freadHeaderJpeg(fp, pw, ph, pspp, pycck, pcmyk); + fclose(fp); + return ret; +} + + +/*! + * \brief readResolutionMemJpeg() + * + * \param[in] data const; jpeg-encoded + * \param[in] size of data + * \param[out] pxres [optional] + * \param[out] pyres [optional] + * \return 0 if OK, 1 on error + */ +l_ok +readResolutionMemJpeg(const l_uint8 *data, + size_t size, + l_int32 *pxres, + l_int32 *pyres) +{ + l_int32 ret; + FILE *fp; + + PROCNAME("readResolutionMemJpeg"); + + if (pxres) *pxres = 0; + if (pyres) *pyres = 0; + if (!data) + return ERROR_INT("data not defined", procName, 1); + if (!pxres && !pyres) + return ERROR_INT("no results requested", procName, 1); + + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = fgetJpegResolution(fp, pxres, pyres); + fclose(fp); + return ret; +} + + +/*! + * \brief pixWriteMemJpeg() + * + * \param[out] pdata data of jpeg compressed image + * \param[out] psize size of returned data + * \param[in] pix any depth; cmap is OK + * \param[in] quality 1 - 100; 75 is default value; 0 is also default + * \param[in] progressive 0 for baseline sequential; 1 for progressive + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See pixWriteStreamJpeg() for usage.  This version writes to
+ *          memory instead of to a file stream.
+ *
+ */ +l_ok +pixWriteMemJpeg(l_uint8 **pdata, + size_t *psize, + PIX *pix, + l_int32 quality, + l_int32 progressive) +{ + l_int32 ret; + FILE *fp; + + PROCNAME("pixWriteMemJpeg"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!pix) + return ERROR_INT("&pix not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = pixWriteStreamJpeg(fp, pix, quality, progressive); +#else + L_INFO("work-around: writing to a temp file\n", procName); +#ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); +#else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); +#endif /* _WIN32 */ + ret = pixWriteStreamJpeg(fp, pix, quality, progressive); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*---------------------------------------------------------------------* + * Setting special flag for chroma sampling on write * + *---------------------------------------------------------------------*/ + /*! + * \brief pixSetChromaSampling() + * + * \param[in] pix + * \param[in] sampling 1 for subsampling; 0 for no subsampling + * \return 0 if OK, 1 on error + * + * 
+  * Notes:
+  *      (1) The default is for 2x2 chroma subsampling because the files are
+  *          considerably smaller and the appearance is typically satisfactory.
+  *          To get full resolution output in the chroma channels for
+  *          jpeg writing, call this with %sampling == 0.
+  *
+ */ +l_ok +pixSetChromaSampling(PIX *pix, + l_int32 sampling) +{ + PROCNAME("pixSetChromaSampling"); + + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + if (sampling) + pixSetSpecial(pix, 0); /* default */ + else + pixSetSpecial(pix, L_NO_CHROMA_SAMPLING_JPEG); + return 0; +} + + +/*---------------------------------------------------------------------* + * Static system helpers * + *---------------------------------------------------------------------*/ + /*! + * \brief jpeg_error_catch_all_1() + * + * Notes: + * (1) The default jpeg error_exit() kills the process, but we + * never want a call to leptonica to kill a process. If you + * do want this behavior, remove the calls to these error handlers. + * (2) This is used where cinfo->client_data holds only jmpbuf. + */ +static void +jpeg_error_catch_all_1(j_common_ptr cinfo) +{ + jmp_buf *pjmpbuf = (jmp_buf *)cinfo->client_data; + (*cinfo->err->output_message) (cinfo); + jpeg_destroy(cinfo); + longjmp(*pjmpbuf, 1); + return; +} + +/*! + * \brief jpeg_error_catch_all_2() + * + * Notes: + * (1) This is used where cinfo->client_data needs to hold both + * the jmpbuf and the jpeg comment data. + * (2) On error, the comment data will be freed by the caller. + */ +static void +jpeg_error_catch_all_2(j_common_ptr cinfo) +{ + struct callback_data *pcb_data; + + pcb_data = (struct callback_data *)cinfo->client_data; + (*cinfo->err->output_message) (cinfo); + jpeg_destroy(cinfo); + longjmp(pcb_data->jmpbuf, 1); + return; +} + +/* This function was borrowed from libjpeg */ +static l_uint8 +jpeg_getc(j_decompress_ptr cinfo) +{ + struct jpeg_source_mgr *datasrc; + + datasrc = cinfo->src; + if (datasrc->bytes_in_buffer == 0) { + if (!(*datasrc->fill_input_buffer) (cinfo)) { + return 0; + } + } + datasrc->bytes_in_buffer--; + return GETJOCTET(*datasrc->next_input_byte++); +} + +/*! + * \brief jpeg_comment_callback() + * + * Notes: + * (1) This is used to read the jpeg comment (JPEG_COM). + * See the note above the declaration for why it returns + * a "boolean". + */ +static boolean +jpeg_comment_callback(j_decompress_ptr cinfo) +{ + l_int32 length, i; + l_uint8 *comment; + struct callback_data *pcb_data; + + /* Get the size of the comment */ + length = jpeg_getc(cinfo) << 8; + length += jpeg_getc(cinfo); + length -= 2; + if (length <= 0) + return 1; + + /* Extract the comment from the file */ + if ((comment = (l_uint8 *)LEPT_CALLOC(length + 1, sizeof(l_uint8))) == NULL) + return 0; + for (i = 0; i < length; i++) + comment[i] = jpeg_getc(cinfo); + + /* Save the comment and return */ + pcb_data = (struct callback_data *)cinfo->client_data; + if (pcb_data->comment) { /* clear before overwriting previous comment */ + LEPT_FREE(pcb_data->comment); + pcb_data->comment = NULL; + } + pcb_data->comment = comment; + return 1; +} + +/* --------------------------------------------*/ +#endif /* HAVE_LIBJPEG */ +/* --------------------------------------------*/ diff --git a/3rdparty/hgOCR/leptonica/jpegiostub.c b/3rdparty/hgOCR/leptonica/jpegiostub.c new file mode 100644 index 00000000..dc31c161 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/jpegiostub.c @@ -0,0 +1,151 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file jpegiostub.c + * 
+ *
+ *     Stubs for jpegio.c functions
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include "allheaders.h" + +/* --------------------------------------------*/ +#if !HAVE_LIBJPEG /* defined in environ.h */ +/* --------------------------------------------*/ + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadJpeg(const char *filename, l_int32 cmflag, l_int32 reduction, + l_int32 *pnwarn, l_int32 hint) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadJpeg", NULL); +} + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadStreamJpeg(FILE *fp, l_int32 cmflag, l_int32 reduction, + l_int32 *pnwarn, l_int32 hint) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadStreamJpeg", NULL); +} + +/* ----------------------------------------------------------------------*/ + +l_ok readHeaderJpeg(const char *filename, l_int32 *pw, l_int32 *ph, + l_int32 *pspp, l_int32 *pycck, l_int32 *pcmyk) +{ + return ERROR_INT("function not present", "readHeaderJpeg", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok freadHeaderJpeg(FILE *fp, l_int32 *pw, l_int32 *ph, + l_int32 *pspp, l_int32 *pycck, l_int32 *pcmyk) +{ + return ERROR_INT("function not present", "freadHeaderJpeg", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_int32 fgetJpegResolution(FILE *fp, l_int32 *pxres, l_int32 *pyres) +{ + return ERROR_INT("function not present", "fgetJpegResolution", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_int32 fgetJpegComment(FILE *fp, l_uint8 **pcomment) +{ + return ERROR_INT("function not present", "fgetJpegComment", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteJpeg(const char *filename, PIX *pix, l_int32 quality, + l_int32 progressive) +{ + return ERROR_INT("function not present", "pixWriteJpeg", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteStreamJpeg(FILE *fp, PIX *pix, l_int32 quality, + l_int32 progressive) +{ + return ERROR_INT("function not present", "pixWriteStreamJpeg", 1); +} + +/* ----------------------------------------------------------------------*/ + +PIX * pixReadMemJpeg(const l_uint8 *cdata, size_t size, l_int32 cmflag, + l_int32 reduction, l_int32 *pnwarn, l_int32 hint) +{ + return (PIX * )ERROR_PTR("function not present", "pixReadMemJpeg", NULL); +} + +/* ----------------------------------------------------------------------*/ + +l_ok readHeaderMemJpeg(const l_uint8 *cdata, size_t size, + l_int32 *pw, l_int32 *ph, l_int32 *pspp, + l_int32 *pycck, l_int32 *pcmyk) +{ + return ERROR_INT("function not present", "readHeaderMemJpeg", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok readResolutionMemJpeg(const l_uint8 *data, size_t size, + l_int32 *pxres, l_int32 *pyres) +{ + return ERROR_INT("function not present", "readResolutionMemJpeg", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixWriteMemJpeg(l_uint8 **pdata, size_t *psize, PIX *pix, + l_int32 quality, l_int32 progressive) +{ + return ERROR_INT("function not present", "pixWriteMemJpeg", 1); +} + +/* ----------------------------------------------------------------------*/ + +l_ok pixSetChromaSampling(PIX *pix, l_int32 sampling) +{ + return ERROR_INT("function not present", "pixSetChromaSampling", 1); +} + +/* ----------------------------------------------------------------------*/ + +/* --------------------------------------------*/ +#endif /* !HAVE_LIBJPEG */ +/* --------------------------------------------*/ diff --git a/3rdparty/hgOCR/leptonica/kernel.c b/3rdparty/hgOCR/leptonica/kernel.c new file mode 100644 index 00000000..9e34e27d --- /dev/null +++ b/3rdparty/hgOCR/leptonica/kernel.c @@ -0,0 +1,1284 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file kernel.c + * 
+ *
+ *      Basic operations on kernels for image convolution
+ *
+ *         Create/destroy/copy
+ *            L_KERNEL   *kernelCreate()
+ *            void        kernelDestroy()
+ *            L_KERNEL   *kernelCopy()
+ *
+ *         Accessors:
+ *            l_int32     kernelGetElement()
+ *            l_int32     kernelSetElement()
+ *            l_int32     kernelGetParameters()
+ *            l_int32     kernelSetOrigin()
+ *            l_int32     kernelGetSum()
+ *            l_int32     kernelGetMinMax()
+ *
+ *         Normalize/invert
+ *            L_KERNEL   *kernelNormalize()
+ *            L_KERNEL   *kernelInvert()
+ *
+ *         Helper function
+ *            l_float32 **create2dFloatArray()
+ *
+ *         Serialized I/O
+ *            L_KERNEL   *kernelRead()
+ *            L_KERNEL   *kernelReadStream()
+ *            l_int32     kernelWrite()
+ *            l_int32     kernelWriteStream()
+ *
+ *         Making a kernel from a compiled string
+ *            L_KERNEL   *kernelCreateFromString()
+ *
+ *         Making a kernel from a simple file format
+ *            L_KERNEL   *kernelCreateFromFile()
+ *
+ *         Making a kernel from a Pix
+ *            L_KERNEL   *kernelCreateFromPix()
+ *
+ *         Display a kernel in a pix
+ *            PIX        *kernelDisplayInPix()
+ *
+ *         Parse string to extract numbers
+ *            NUMA       *parseStringForNumbers()
+ *
+ *      Simple parametric kernels
+ *            L_KERNEL   *makeFlatKernel()
+ *            L_KERNEL   *makeGaussianKernel()
+ *            L_KERNEL   *makeGaussianKernelSep()
+ *            L_KERNEL   *makeDoGKernel()
+ *
+ */ + +#include +#include +#include "allheaders.h" + + /* Array size must be > 0 and not larger than this */ +static const l_uint32 MaxArraySize = 100000; + + +/*------------------------------------------------------------------------* + * Create / Destroy * + *------------------------------------------------------------------------*/ +/*! + * \brief kernelCreate() + * + * \param[in] height, width + * \return kernel, or NULL on error + * + * 
+ * Notes:
+ *      (1) kernelCreate() initializes all values to 0.
+ *      (2) After this call, (cy,cx) and nonzero data values must be
+ *          assigned.
+ *      (2) The number of kernel elements must be less than 2^29.
+ *
+ */ +L_KERNEL * +kernelCreate(l_int32 height, + l_int32 width) +{ +l_uint64 size64; +L_KERNEL *kel; + + PROCNAME("kernelCreate"); + + if (width <= 0) + return (L_KERNEL *)ERROR_PTR("width must be > 0", procName, NULL); + if (height <= 0) + return (L_KERNEL *)ERROR_PTR("height must be > 0", procName, NULL); + + /* Avoid overflow in malloc arg */ + size64 = (l_uint64)width * (l_uint64)height; + if (size64 >= (1LL << 29)) { + L_ERROR("requested width = %d, height = %d\n", procName, width, height); + return (L_KERNEL *)ERROR_PTR("size >= 2^29", procName, NULL); + } + + kel = (L_KERNEL *)LEPT_CALLOC(1, sizeof(L_KERNEL)); + kel->sy = height; + kel->sx = width; + if ((kel->data = create2dFloatArray(height, width)) == NULL) { + LEPT_FREE(kel); + return (L_KERNEL *)ERROR_PTR("data not allocated", procName, NULL); + } + return kel; +} + + +/*! + * \brief kernelDestroy() + * + * \param[in,out] pkel will be set to null before returning + * \return void + */ +void +kernelDestroy(L_KERNEL **pkel) +{ +l_int32 i; +L_KERNEL *kel; + + PROCNAME("kernelDestroy"); + + if (pkel == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + if ((kel = *pkel) == NULL) + return; + + for (i = 0; i < kel->sy; i++) + LEPT_FREE(kel->data[i]); + LEPT_FREE(kel->data); + LEPT_FREE(kel); + + *pkel = NULL; + return; +} + + +/*! + * \brief kernelCopy() + * + * \param[in] kels source kernel + * \return keld copy of kels, or NULL on error + */ +L_KERNEL * +kernelCopy(L_KERNEL *kels) +{ +l_int32 i, j, sx, sy, cx, cy; +L_KERNEL *keld; + + PROCNAME("kernelCopy"); + + if (!kels) + return (L_KERNEL *)ERROR_PTR("kels not defined", procName, NULL); + + kernelGetParameters(kels, &sy, &sx, &cy, &cx); + if ((keld = kernelCreate(sy, sx)) == NULL) + return (L_KERNEL *)ERROR_PTR("keld not made", procName, NULL); + keld->cy = cy; + keld->cx = cx; + for (i = 0; i < sy; i++) + for (j = 0; j < sx; j++) + keld->data[i][j] = kels->data[i][j]; + + return keld; +} + + +/*----------------------------------------------------------------------* + * Accessors * + *----------------------------------------------------------------------*/ +/*! + * \brief kernelGetElement() + * + * \param[in] kel + * \param[in] row + * \param[in] col + * \param[out] pval + * \return 0 if OK; 1 on error + */ +l_ok +kernelGetElement(L_KERNEL *kel, + l_int32 row, + l_int32 col, + l_float32 *pval) +{ + PROCNAME("kernelGetElement"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0; + if (!kel) + return ERROR_INT("kernel not defined", procName, 1); + if (row < 0 || row >= kel->sy) + return ERROR_INT("kernel row out of bounds", procName, 1); + if (col < 0 || col >= kel->sx) + return ERROR_INT("kernel col out of bounds", procName, 1); + + *pval = kel->data[row][col]; + return 0; +} + + +/*! + * \brief kernelSetElement() + * + * \param[in] kel kernel + * \param[in] row + * \param[in] col + * \param[in] val + * \return 0 if OK; 1 on error + */ +l_ok +kernelSetElement(L_KERNEL *kel, + l_int32 row, + l_int32 col, + l_float32 val) +{ + PROCNAME("kernelSetElement"); + + if (!kel) + return ERROR_INT("kel not defined", procName, 1); + if (row < 0 || row >= kel->sy) + return ERROR_INT("kernel row out of bounds", procName, 1); + if (col < 0 || col >= kel->sx) + return ERROR_INT("kernel col out of bounds", procName, 1); + + kel->data[row][col] = val; + return 0; +} + + +/*! + * \brief kernelGetParameters() + * + * \param[in] kel kernel + * \param[out] psy, psx, pcy, pcx [optional] each can be null + * \return 0 if OK, 1 on error + */ +l_ok +kernelGetParameters(L_KERNEL *kel, + l_int32 *psy, + l_int32 *psx, + l_int32 *pcy, + l_int32 *pcx) +{ + PROCNAME("kernelGetParameters"); + + if (psy) *psy = 0; + if (psx) *psx = 0; + if (pcy) *pcy = 0; + if (pcx) *pcx = 0; + if (!kel) + return ERROR_INT("kernel not defined", procName, 1); + if (psy) *psy = kel->sy; + if (psx) *psx = kel->sx; + if (pcy) *pcy = kel->cy; + if (pcx) *pcx = kel->cx; + return 0; +} + + +/*! + * \brief kernelSetOrigin() + * + * \param[in] kel kernel + * \param[in] cy, cx + * \return 0 if OK; 1 on error + */ +l_ok +kernelSetOrigin(L_KERNEL *kel, + l_int32 cy, + l_int32 cx) +{ + PROCNAME("kernelSetOrigin"); + + if (!kel) + return ERROR_INT("kel not defined", procName, 1); + kel->cy = cy; + kel->cx = cx; + return 0; +} + + +/*! + * \brief kernelGetSum() + * + * \param[in] kel kernel + * \param[out] psum sum of all kernel values + * \return 0 if OK, 1 on error + */ +l_ok +kernelGetSum(L_KERNEL *kel, + l_float32 *psum) +{ +l_int32 sx, sy, i, j; + + PROCNAME("kernelGetSum"); + + if (!psum) + return ERROR_INT("&sum not defined", procName, 1); + *psum = 0.0; + if (!kel) + return ERROR_INT("kernel not defined", procName, 1); + + kernelGetParameters(kel, &sy, &sx, NULL, NULL); + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + *psum += kel->data[i][j]; + } + } + return 0; +} + + +/*! + * \brief kernelGetMinMax() + * + * \param[in] kel kernel + * \param[out] pmin [optional] minimum value + * \param[out] pmax [optional] maximum value + * \return 0 if OK, 1 on error + */ +l_ok +kernelGetMinMax(L_KERNEL *kel, + l_float32 *pmin, + l_float32 *pmax) +{ +l_int32 sx, sy, i, j; +l_float32 val, minval, maxval; + + PROCNAME("kernelGetMinmax"); + + if (!pmin && !pmax) + return ERROR_INT("neither &min nor &max defined", procName, 1); + if (pmin) *pmin = 0.0; + if (pmax) *pmax = 0.0; + if (!kel) + return ERROR_INT("kernel not defined", procName, 1); + + kernelGetParameters(kel, &sy, &sx, NULL, NULL); + minval = 10000000.0; + maxval = -10000000.0; + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + val = kel->data[i][j]; + if (val < minval) + minval = val; + if (val > maxval) + maxval = val; + } + } + if (pmin) + *pmin = minval; + if (pmax) + *pmax = maxval; + + return 0; +} + + +/*----------------------------------------------------------------------* + * Normalize/Invert * + *----------------------------------------------------------------------*/ +/*! + * \brief kernelNormalize() + * + * \param[in] kels source kel, to be normalized + * \param[in] normsum desired sum of elements in keld + * \return keld normalized version of kels, or NULL on error + * or if sum of elements is very close to 0) + * + * 
+ * Notes:
+ *      (1) If the sum of kernel elements is close to 0, do not
+ *          try to calculate the normalized kernel.  Instead,
+ *          return a copy of the input kernel, with a warning.
+ *
+ */ +L_KERNEL * +kernelNormalize(L_KERNEL *kels, + l_float32 normsum) +{ +l_int32 i, j, sx, sy, cx, cy; +l_float32 sum, factor; +L_KERNEL *keld; + + PROCNAME("kernelNormalize"); + + if (!kels) + return (L_KERNEL *)ERROR_PTR("kels not defined", procName, NULL); + + kernelGetSum(kels, &sum); + if (L_ABS(sum) < 0.00001) { + L_WARNING("null sum; not normalizing; returning a copy\n", procName); + return kernelCopy(kels); + } + + kernelGetParameters(kels, &sy, &sx, &cy, &cx); + if ((keld = kernelCreate(sy, sx)) == NULL) + return (L_KERNEL *)ERROR_PTR("keld not made", procName, NULL); + keld->cy = cy; + keld->cx = cx; + + factor = normsum / sum; + for (i = 0; i < sy; i++) + for (j = 0; j < sx; j++) + keld->data[i][j] = factor * kels->data[i][j]; + + return keld; +} + + +/*! + * \brief kernelInvert() + * + * \param[in] kels source kel, to be inverted + * \return keld spatially inverted, about the origin, or NULL on error + * + * 
+ * Notes:
+ *      (1) For convolution, the kernel is spatially inverted before
+ *          a "correlation" operation is done between the kernel and the image.
+ *
+ */ +L_KERNEL * +kernelInvert(L_KERNEL *kels) +{ +l_int32 i, j, sx, sy, cx, cy; +L_KERNEL *keld; + + PROCNAME("kernelInvert"); + + if (!kels) + return (L_KERNEL *)ERROR_PTR("kels not defined", procName, NULL); + + kernelGetParameters(kels, &sy, &sx, &cy, &cx); + if ((keld = kernelCreate(sy, sx)) == NULL) + return (L_KERNEL *)ERROR_PTR("keld not made", procName, NULL); + keld->cy = sy - 1 - cy; + keld->cx = sx - 1 - cx; + + for (i = 0; i < sy; i++) + for (j = 0; j < sx; j++) + keld->data[i][j] = kels->data[sy - 1 - i][sx - 1 - j]; + + return keld; +} + + +/*----------------------------------------------------------------------* + * Helper function * + *----------------------------------------------------------------------*/ +/*! + * \brief create2dFloatArray() + * + * \param[in] sy rows == height + * \param[in] sx columns == width + * \return doubly indexed array i.e., an array of sy row pointers, + * each of which points to an array of sx floats + * + * 
+ * Notes:
+ *      (1) The array[%sy][%sx] is indexed in standard "matrix notation",
+ *          with the row index first.
+ *      (2) The caller kernelCreate() limits the size to < 2^29 pixels.
+ *
+ */ +l_float32 ** +create2dFloatArray(l_int32 sy, + l_int32 sx) +{ +l_int32 i; +l_float32 **array; + + PROCNAME("create2dFloatArray"); + + if (sx <= 0 || sx > MaxArraySize) + return (l_float32 **)ERROR_PTR("sx out of bounds", procName, NULL); + if (sy <= 0 || sy > MaxArraySize) + return (l_float32 **)ERROR_PTR("sy out of bounds", procName, NULL); + + if ((array = (l_float32 **)LEPT_CALLOC(sy, sizeof(l_float32 *))) == NULL) + return (l_float32 **)ERROR_PTR("ptr array not made", procName, NULL); + for (i = 0; i < sy; i++) + array[i] = (l_float32 *)LEPT_CALLOC(sx, sizeof(l_float32)); + return array; +} + + +/*----------------------------------------------------------------------* + * Kernel serialized I/O * + *----------------------------------------------------------------------*/ +/*! + * \brief kernelRead() + * + * \param[in] fname filename + * \return kernel, or NULL on error + */ +L_KERNEL * +kernelRead(const char *fname) +{ +FILE *fp; +L_KERNEL *kel; + + PROCNAME("kernelRead"); + + if (!fname) + return (L_KERNEL *)ERROR_PTR("fname not defined", procName, NULL); + + if ((fp = fopenReadStream(fname)) == NULL) + return (L_KERNEL *)ERROR_PTR("stream not opened", procName, NULL); + if ((kel = kernelReadStream(fp)) == NULL) { + fclose(fp); + return (L_KERNEL *)ERROR_PTR("kel not returned", procName, NULL); + } + fclose(fp); + + return kel; +} + + +/*! + * \brief kernelReadStream() + * + * \param[in] fp file stream + * \return kernel, or NULL on error + */ +L_KERNEL * +kernelReadStream(FILE *fp) +{ +l_int32 sy, sx, cy, cx, i, j, ret, version, ignore; +L_KERNEL *kel; + + PROCNAME("kernelReadStream"); + + if (!fp) + return (L_KERNEL *)ERROR_PTR("stream not defined", procName, NULL); + + ret = fscanf(fp, " Kernel Version %d\n", &version); + if (ret != 1) + return (L_KERNEL *)ERROR_PTR("not a kernel file", procName, NULL); + if (version != KERNEL_VERSION_NUMBER) + return (L_KERNEL *)ERROR_PTR("invalid kernel version", procName, NULL); + + if (fscanf(fp, " sy = %d, sx = %d, cy = %d, cx = %d\n", + &sy, &sx, &cy, &cx) != 4) + return (L_KERNEL *)ERROR_PTR("dimensions not read", procName, NULL); + if (sx > MaxArraySize || sy > MaxArraySize) { + L_ERROR("sx = %d or sy = %d > %d\n", procName, sx, sy, MaxArraySize); + return NULL; + } + if ((kel = kernelCreate(sy, sx)) == NULL) + return (L_KERNEL *)ERROR_PTR("kel not made", procName, NULL); + kernelSetOrigin(kel, cy, cx); + + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) + ignore = fscanf(fp, "%15f", &kel->data[i][j]); + ignore = fscanf(fp, "\n"); + } + ignore = fscanf(fp, "\n"); + + return kel; +} + + +/*! + * \brief kernelWrite() + * + * \param[in] fname output file + * \param[in] kel kernel + * \return 0 if OK, 1 on error + */ +l_ok +kernelWrite(const char *fname, + L_KERNEL *kel) +{ +FILE *fp; + + PROCNAME("kernelWrite"); + + if (!fname) + return ERROR_INT("fname not defined", procName, 1); + if (!kel) + return ERROR_INT("kel not defined", procName, 1); + + if ((fp = fopenWriteStream(fname, "wb")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + kernelWriteStream(fp, kel); + fclose(fp); + + return 0; +} + + +/*! + * \brief kernelWriteStream() + * + * \param[in] fp file stream + * \param[in] kel + * \return 0 if OK, 1 on error + */ +l_ok +kernelWriteStream(FILE *fp, + L_KERNEL *kel) +{ +l_int32 sx, sy, cx, cy, i, j; + + PROCNAME("kernelWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!kel) + return ERROR_INT("kel not defined", procName, 1); + kernelGetParameters(kel, &sy, &sx, &cy, &cx); + + fprintf(fp, " Kernel Version %d\n", KERNEL_VERSION_NUMBER); + fprintf(fp, " sy = %d, sx = %d, cy = %d, cx = %d\n", sy, sx, cy, cx); + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) + fprintf(fp, "%15.4f", kel->data[i][j]); + fprintf(fp, "\n"); + } + fprintf(fp, "\n"); + + return 0; +} + + +/*----------------------------------------------------------------------* + * Making a kernel from a compiled string * + *----------------------------------------------------------------------*/ +/*! + * \brief kernelCreateFromString() + * + * \param[in] h, w height, width + * \param[in] cy, cx origin + * \param[in] kdata + * \return kernel of the given size, or NULL on error + * + * 
+ * Notes:
+ *      (1) The data is an array of chars, in row-major order, giving
+ *          space separated integers in the range [-255 ... 255].
+ *      (2) The only other formatting limitation is that you must
+ *          leave space between the last number in each row and
+ *          the double-quote.  If possible, it's also nice to have each
+ *          line in the string represent a line in the kernel; e.g.,
+ *              static const char *kdata =
+ *                  " 20   50   20 "
+ *                  " 70  140   70 "
+ *                  " 20   50   20 ";
+ *
+ */ +L_KERNEL * +kernelCreateFromString(l_int32 h, + l_int32 w, + l_int32 cy, + l_int32 cx, + const char *kdata) +{ +l_int32 n, i, j, index; +l_float32 val; +L_KERNEL *kel; +NUMA *na; + + PROCNAME("kernelCreateFromString"); + + if (h < 1) + return (L_KERNEL *)ERROR_PTR("height must be > 0", procName, NULL); + if (w < 1) + return (L_KERNEL *)ERROR_PTR("width must be > 0", procName, NULL); + if (cy < 0 || cy >= h) + return (L_KERNEL *)ERROR_PTR("cy invalid", procName, NULL); + if (cx < 0 || cx >= w) + return (L_KERNEL *)ERROR_PTR("cx invalid", procName, NULL); + + kel = kernelCreate(h, w); + kernelSetOrigin(kel, cy, cx); + na = parseStringForNumbers(kdata, " \t\n"); + n = numaGetCount(na); + if (n != w * h) { + kernelDestroy(&kel); + numaDestroy(&na); + fprintf(stderr, "w = %d, h = %d, num ints = %d\n", w, h, n); + return (L_KERNEL *)ERROR_PTR("invalid integer data", procName, NULL); + } + + index = 0; + for (i = 0; i < h; i++) { + for (j = 0; j < w; j++) { + numaGetFValue(na, index, &val); + kernelSetElement(kel, i, j, val); + index++; + } + } + + numaDestroy(&na); + return kel; +} + + +/*----------------------------------------------------------------------* + * Making a kernel from a simple file format * + *----------------------------------------------------------------------*/ +/*! + * \brief kernelCreateFromFile() + * + * \param[in] filename + * \return kernel, or NULL on error + * + * 
+ * Notes:
+ *      (1) The file contains, in the following order:
+ *           ~ Any number of comment lines starting with '#' are ignored
+ *           ~ The height and width of the kernel
+ *           ~ The y and x values of the kernel origin
+ *           ~ The kernel data, formatted as lines of numbers (integers
+ *             or floats) for the kernel values in row-major order,
+ *             and with no other punctuation.
+ *             (Note: this differs from kernelCreateFromString(),
+ *             where each line must begin and end with a double-quote
+ *             to tell the compiler it's part of a string.)
+ *           ~ The kernel specification ends when a blank line,
+ *             a comment line, or the end of file is reached.
+ *      (2) All lines must be left-justified.
+ *      (3) See kernelCreateFromString() for a description of the string
+ *          format for the kernel data.  As an example, here are the lines
+ *          of a valid kernel description file  In the file, all lines
+ *          are left-justified:
+ * \code
+ *                    # small 3x3 kernel
+ *                    3 3
+ *                    1 1
+ *                    25.5   51    24.3
+ *                    70.2  146.3  73.4
+ *                    20     50.9  18.4
+ * \endcode
+ *
+ */ +L_KERNEL * +kernelCreateFromFile(const char *filename) +{ +char *filestr, *line; +l_int32 nlines, i, j, first, index, w, h, cx, cy, n; +l_float32 val; +size_t size; +NUMA *na, *nat; +SARRAY *sa; +L_KERNEL *kel; + + PROCNAME("kernelCreateFromFile"); + + if (!filename) + return (L_KERNEL *)ERROR_PTR("filename not defined", procName, NULL); + + if ((filestr = (char *)l_binaryRead(filename, &size)) == NULL) + return (L_KERNEL *)ERROR_PTR("file not found", procName, NULL); + if (size == 0) { + LEPT_FREE(filestr); + return (L_KERNEL *)ERROR_PTR("file is empty", procName, NULL); + } + + sa = sarrayCreateLinesFromString(filestr, 1); + LEPT_FREE(filestr); + nlines = sarrayGetCount(sa); + + /* Find the first data line. */ + for (i = 0, first = 0; i < nlines; i++) { + line = sarrayGetString(sa, i, L_NOCOPY); + if (line[0] != '#') { + first = i; + break; + } + } + + /* Find the kernel dimensions and origin location. */ + line = sarrayGetString(sa, first, L_NOCOPY); + if (sscanf(line, "%d %d", &h, &w) != 2) { + sarrayDestroy(&sa); + return (L_KERNEL *)ERROR_PTR("error reading h,w", procName, NULL); + } + if (h > MaxArraySize || w > MaxArraySize) { + L_ERROR("h = %d or w = %d > %d\n", procName, h, w, MaxArraySize); + return NULL; + } + line = sarrayGetString(sa, first + 1, L_NOCOPY); + if (sscanf(line, "%d %d", &cy, &cx) != 2) { + sarrayDestroy(&sa); + return (L_KERNEL *)ERROR_PTR("error reading cy,cx", procName, NULL); + } + + /* Extract the data. This ends when we reach eof, or when we + * encounter a line of data that is either a null string or + * contains just a newline. */ + na = numaCreate(0); + for (i = first + 2; i < nlines; i++) { + line = sarrayGetString(sa, i, L_NOCOPY); + if (line[0] == '\0' || line[0] == '\n' || line[0] == '#') + break; + nat = parseStringForNumbers(line, " \t\n"); + numaJoin(na, nat, 0, -1); + numaDestroy(&nat); + } + sarrayDestroy(&sa); + + n = numaGetCount(na); + if (n != w * h) { + numaDestroy(&na); + fprintf(stderr, "w = %d, h = %d, num ints = %d\n", w, h, n); + return (L_KERNEL *)ERROR_PTR("invalid integer data", procName, NULL); + } + + kel = kernelCreate(h, w); + kernelSetOrigin(kel, cy, cx); + index = 0; + for (i = 0; i < h; i++) { + for (j = 0; j < w; j++) { + numaGetFValue(na, index, &val); + kernelSetElement(kel, i, j, val); + index++; + } + } + + numaDestroy(&na); + return kel; +} + + +/*----------------------------------------------------------------------* + * Making a kernel from a Pix * + *----------------------------------------------------------------------*/ +/*! + * \brief kernelCreateFromPix() + * + * \param[in] pix + * \param[in] cy, cx origin of kernel + * \return kernel, or NULL on error + * + * 
+ * Notes:
+ *      (1) The origin must be positive and within the dimensions of the pix.
+ *
+ */ +L_KERNEL * +kernelCreateFromPix(PIX *pix, + l_int32 cy, + l_int32 cx) +{ +l_int32 i, j, w, h, d; +l_uint32 val; +L_KERNEL *kel; + + PROCNAME("kernelCreateFromPix"); + + if (!pix) + return (L_KERNEL *)ERROR_PTR("pix not defined", procName, NULL); + pixGetDimensions(pix, &w, &h, &d); + if (d != 8) + return (L_KERNEL *)ERROR_PTR("pix not 8 bpp", procName, NULL); + if (cy < 0 || cx < 0 || cy >= h || cx >= w) + return (L_KERNEL *)ERROR_PTR("(cy, cx) invalid", procName, NULL); + + kel = kernelCreate(h, w); + kernelSetOrigin(kel, cy, cx); + for (i = 0; i < h; i++) { + for (j = 0; j < w; j++) { + pixGetPixel(pix, j, i, &val); + kernelSetElement(kel, i, j, (l_float32)val); + } + } + + return kel; +} + + +/*----------------------------------------------------------------------* + * Display a kernel in a pix * + *----------------------------------------------------------------------*/ +/*! + * \brief kernelDisplayInPix() + * + * \param[in] kel kernel + * \param[in] size of grid interiors; odd; either 1 or a minimum size + * of 17 is enforced + * \param[in] gthick grid thickness; either 0 or a minimum size of 2 + * is enforced + * \return pix display of kernel, or NULL on error + * + * 
+ * Notes:
+ *      (1) This gives a visual representation of a kernel.
+ *      (2) There are two modes of display:
+ *          (a) Grid lines of minimum width 2, surrounding regions
+ *              representing kernel elements of minimum size 17,
+ *              with a "plus" mark at the kernel origin, or
+ *          (b) A pix without grid lines and using 1 pixel per kernel element.
+ *      (3) For both cases, the kernel absolute value is displayed,
+ *          normalized such that the maximum absolute value is 255.
+ *      (4) Large 2D separable kernels should be used for convolution
+ *          with two 1D kernels.  However, for the bilateral filter,
+ *          the computation time is independent of the size of the
+ *          2D content kernel.
+ *
+ */ +PIX * +kernelDisplayInPix(L_KERNEL *kel, + l_int32 size, + l_int32 gthick) +{ +l_int32 i, j, w, h, sx, sy, cx, cy, width, x0, y0; +l_int32 normval; +l_float32 minval, maxval, max, val, norm; +PIX *pixd, *pixt0, *pixt1; + + PROCNAME("kernelDisplayInPix"); + + if (!kel) + return (PIX *)ERROR_PTR("kernel not defined", procName, NULL); + + /* Normalize the max value to be 255 for display */ + kernelGetParameters(kel, &sy, &sx, &cy, &cx); + kernelGetMinMax(kel, &minval, &maxval); + max = L_MAX(maxval, -minval); + if (max == 0.0) + return (PIX *)ERROR_PTR("kernel elements all 0.0", procName, NULL); + norm = 255. / (l_float32)max; + + /* Handle the 1 element/pixel case; typically with large kernels */ + if (size == 1 && gthick == 0) { + pixd = pixCreate(sx, sy, 8); + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + kernelGetElement(kel, i, j, &val); + normval = (l_int32)(norm * L_ABS(val)); + pixSetPixel(pixd, j, i, normval); + } + } + return pixd; + } + + /* Enforce the constraints for the grid line version */ + if (size < 17) { + L_WARNING("size < 17; setting to 17\n", procName); + size = 17; + } + if (size % 2 == 0) + size++; + if (gthick < 2) { + L_WARNING("grid thickness < 2; setting to 2\n", procName); + gthick = 2; + } + + w = size * sx + gthick * (sx + 1); + h = size * sy + gthick * (sy + 1); + pixd = pixCreate(w, h, 8); + + /* Generate grid lines */ + for (i = 0; i <= sy; i++) + pixRenderLine(pixd, 0, gthick / 2 + i * (size + gthick), + w - 1, gthick / 2 + i * (size + gthick), + gthick, L_SET_PIXELS); + for (j = 0; j <= sx; j++) + pixRenderLine(pixd, gthick / 2 + j * (size + gthick), 0, + gthick / 2 + j * (size + gthick), h - 1, + gthick, L_SET_PIXELS); + + /* Generate mask for each element */ + pixt0 = pixCreate(size, size, 1); + pixSetAll(pixt0); + + /* Generate crossed lines for origin pattern */ + pixt1 = pixCreate(size, size, 1); + width = size / 8; + pixRenderLine(pixt1, size / 2, (l_int32)(0.12 * size), + size / 2, (l_int32)(0.88 * size), + width, L_SET_PIXELS); + pixRenderLine(pixt1, (l_int32)(0.15 * size), size / 2, + (l_int32)(0.85 * size), size / 2, + width, L_FLIP_PIXELS); + pixRasterop(pixt1, size / 2 - width, size / 2 - width, + 2 * width, 2 * width, PIX_NOT(PIX_DST), NULL, 0, 0); + + /* Paste the patterns in */ + y0 = gthick; + for (i = 0; i < sy; i++) { + x0 = gthick; + for (j = 0; j < sx; j++) { + kernelGetElement(kel, i, j, &val); + normval = (l_int32)(norm * L_ABS(val)); + pixSetMaskedGeneral(pixd, pixt0, normval, x0, y0); + if (i == cy && j == cx) + pixPaintThroughMask(pixd, pixt1, x0, y0, 255 - normval); + x0 += size + gthick; + } + y0 += size + gthick; + } + + pixDestroy(&pixt0); + pixDestroy(&pixt1); + return pixd; +} + + +/*------------------------------------------------------------------------* + * Parse string to extract numbers * + *------------------------------------------------------------------------*/ +/*! + * \brief parseStringForNumbers() + * + * \param[in] str string containing numbers; not changed + * \param[in] seps string of characters that can be used between ints + * \return numa of numbers found, or NULL on error + * + * 
+ * Notes:
+ *     (1) The numbers can be ints or floats.
+ *
+ */ +NUMA * +parseStringForNumbers(const char *str, + const char *seps) +{ +char *newstr, *head; +char *tail = NULL; +l_float32 val; +NUMA *na; + + PROCNAME("parseStringForNumbers"); + + if (!str) + return (NUMA *)ERROR_PTR("str not defined", procName, NULL); + + newstr = stringNew(str); /* to enforce const-ness of str */ + na = numaCreate(0); + head = strtokSafe(newstr, seps, &tail); + val = atof(head); + numaAddNumber(na, val); + LEPT_FREE(head); + while ((head = strtokSafe(NULL, seps, &tail)) != NULL) { + val = atof(head); + numaAddNumber(na, val); + LEPT_FREE(head); + } + + LEPT_FREE(newstr); + return na; +} + + +/*------------------------------------------------------------------------* + * Simple parametric kernels * + *------------------------------------------------------------------------*/ +/*! + * \brief makeFlatKernel() + * + * \param[in] height, width + * \param[in] cy, cx origin of kernel + * \return kernel, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is the same low-pass filtering kernel that is used
+ *          in the block convolution functions.
+ *      (2) The kernel origin (%cy, %cx) is typically placed as near
+ *          the center of the kernel as possible.  If height and
+ *          width are odd, then using %cy = height / 2 and
+ *          %cx = width / 2 places the origin at the exact center.
+ *      (3) This returns a normalized kernel.
+ *
+ */ +L_KERNEL * +makeFlatKernel(l_int32 height, + l_int32 width, + l_int32 cy, + l_int32 cx) +{ +l_int32 i, j; +l_float32 normval; +L_KERNEL *kel; + + PROCNAME("makeFlatKernel"); + + if ((kel = kernelCreate(height, width)) == NULL) + return (L_KERNEL *)ERROR_PTR("kel not made", procName, NULL); + kernelSetOrigin(kel, cy, cx); + normval = 1.0 / (l_float32)(height * width); + for (i = 0; i < height; i++) { + for (j = 0; j < width; j++) { + kernelSetElement(kel, i, j, normval); + } + } + + return kel; +} + + +/*! + * \brief makeGaussianKernel() + * + * \param[in] halfh sy = 2 * halfh + 1 + * \param[in] halfw sx = 2 * halfw + 1 + * \param[in] stdev standard deviation + * \param[in] max value at (cx,cy) + * \return kernel, or NULL on error + * + * 
+ * Notes:
+ *      (1) The kernel size (sx, sy) = (2 * %halfw + 1, 2 * %halfh + 1)
+ *      (2) The kernel center (cx, cy) = (%halfw, %halfh).
+ *      (3) %halfw and %halfh are typically equal, and
+ *          are typically several times larger than the standard deviation.
+ *      (4) If pixConvolve() is invoked with normalization (the sum of
+ *          kernel elements = 1.0), use 1.0 for max (or any number that's
+ *          not too small or too large).
+ *
+ */ +L_KERNEL * +makeGaussianKernel(l_int32 halfh, + l_int32 halfw, + l_float32 stdev, + l_float32 max) +{ +l_int32 sx, sy, i, j; +l_float32 val; +L_KERNEL *kel; + + PROCNAME("makeGaussianKernel"); + + sx = 2 * halfw + 1; + sy = 2 * halfh + 1; + if ((kel = kernelCreate(sy, sx)) == NULL) + return (L_KERNEL *)ERROR_PTR("kel not made", procName, NULL); + kernelSetOrigin(kel, halfh, halfw); + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + val = expf(-(l_float32)((i - halfh) * (i - halfh) + + (j - halfw) * (j - halfw)) / + (2. * stdev * stdev)); + kernelSetElement(kel, i, j, max * val); + } + } + + return kel; +} + + +/*! + * \brief makeGaussianKernelSep() + * + * \param[in] halfh sy = 2 * halfh + 1 + * \param[in] halfw sx = 2 * halfw + 1 + * \param[in] stdev standard deviation + * \param[in] max value at (cx,cy) + * \param[out] pkelx x part of kernel + * \param[out] pkely y part of kernel + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) See makeGaussianKernel() for description of input parameters.
+ *      (2) These kernels are constructed so that the result of both
+ *          normalized and un-normalized convolution will be the same
+ *          as when convolving with pixConvolve() using the full kernel.
+ *      (3) The trick for the un-normalized convolution is to have the
+ *          product of the two kernel elemets at (cx,cy) be equal to %max,
+ *          not max**2.  That's why %max for kely is 1.0.  If instead
+ *          we use sqrt(%max) for both, the results are slightly less
+ *          accurate, when compared to using the full kernel in
+ *          makeGaussianKernel().
+ *
+ */ +l_ok +makeGaussianKernelSep(l_int32 halfh, + l_int32 halfw, + l_float32 stdev, + l_float32 max, + L_KERNEL **pkelx, + L_KERNEL **pkely) +{ + PROCNAME("makeGaussianKernelSep"); + + if (!pkelx || !pkely) + return ERROR_INT("&kelx and &kely not defined", procName, 1); + + *pkelx = makeGaussianKernel(0, halfw, stdev, max); + *pkely = makeGaussianKernel(halfh, 0, stdev, 1.0); + return 0; +} + + +/*! + * \brief makeDoGKernel() + * + * \param[in] halfh sy = 2 * halfh + 1 + * \param[in] halfw sx = 2 * halfw + 1 + * \param[in] stdev standard deviation of narrower gaussian + * \param[in] ratio of stdev for wide filter to stdev for narrow one + * \return kernel, or NULL on error + * + * 
+ * Notes:
+ *      (1) The DoG (difference of gaussians) is a wavelet mother
+ *          function with null total sum.  By subtracting two blurred
+ *          versions of the image, it acts as a bandpass filter for
+ *          frequencies passed by the narrow gaussian but stopped
+ *          by the wide one.See:
+ *               http://en.wikipedia.org/wiki/Difference_of_Gaussians
+ *      (2) The kernel size (sx, sy) = (2 * halfw + 1, 2 * halfh + 1).
+ *      (3) The kernel center (cx, cy) = (halfw, halfh).
+ *      (4) %halfw and %halfh are typically equal, and are typically
+ *          several times larger than the standard deviation.
+ *      (5) %ratio is the ratio of standard deviations of the wide
+ *          to narrow gaussian.  It must be >= 1.0; 1.0 is a no-op.
+ *      (6) Because the kernel is a null sum, it must be invoked without
+ *          normalization in pixConvolve().
+ *
+ */ +L_KERNEL * +makeDoGKernel(l_int32 halfh, + l_int32 halfw, + l_float32 stdev, + l_float32 ratio) +{ +l_int32 sx, sy, i, j; +l_float32 pi, squaredist, highnorm, lownorm, val; +L_KERNEL *kel; + + PROCNAME("makeDoGKernel"); + + sx = 2 * halfw + 1; + sy = 2 * halfh + 1; + if ((kel = kernelCreate(sy, sx)) == NULL) + return (L_KERNEL *)ERROR_PTR("kel not made", procName, NULL); + kernelSetOrigin(kel, halfh, halfw); + + pi = 3.1415926535; + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + squaredist = (l_float32)((i - halfh) * (i - halfh) + + (j - halfw) * (j - halfw)); + highnorm = 1. / (2 * stdev * stdev); + lownorm = highnorm / (ratio * ratio); + val = (highnorm / pi) * expf(-(highnorm * squaredist)) + - (lownorm / pi) * expf(-(lownorm * squaredist)); + kernelSetElement(kel, i, j, val); + } + } + + return kel; +} diff --git a/3rdparty/hgOCR/leptonica/leptwin.c b/3rdparty/hgOCR/leptonica/leptwin.c new file mode 100644 index 00000000..72643a0b --- /dev/null +++ b/3rdparty/hgOCR/leptonica/leptwin.c @@ -0,0 +1,368 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file leptwin.c + * 
+ *
+ *    This file contains Leptonica routines needed only on Microsoft Windows
+ *
+ *    Currently it only contains one public function
+ *    (based on dibsectn.c by jmh, 03-30-98):
+ *
+ *      HBITMAP    pixGetWindowsHBITMAP(PIX *pix)
+ *
+ */ + +#ifdef _WIN32 +#include +#include +#include "allheaders.h" +#include "leptwin.h" + +/* Macro to determine the number of bytes per line in the DIB bits. + * This accounts for DWORD alignment by adding 31 bits, + * then dividing by 32, then rounding up to the next highest + * count of 4-bytes. Then, we multiply by 4 to get the total byte count. */ +#define BYTESPERLINE(Width, BPP) ((l_int32)((((DWORD)(Width) * (DWORD)(BPP) + 31) >> 5)) << 2) + + +/* ********************************************************************** + DWORD DSImageBitsSize(LPBITMAPINFO pbmi) + + PARAMETERS: + LPBITMAPINFO - pointer to a BITMAPINFO describing a DIB + + RETURNS: + DWORD - the size, in bytes, of the DIB's image bits + + REMARKS: + Calculates and returns the size, in bytes, of the image bits for + the DIB described by the BITMAPINFO. +********************************************************************** */ +static DWORD +DSImageBitsSize(LPBITMAPINFO pbmi) +{ + switch(pbmi->bmiHeader.biCompression) + { + case BI_RLE8: /* wrong if haven't called DSCreateDIBSection or + * CreateDIBSection with this pbmi */ + case BI_RLE4: + return pbmi->bmiHeader.biSizeImage; + break; + default: /* should not have to use "default" */ + case BI_RGB: + case BI_BITFIELDS: + return BYTESPERLINE(pbmi->bmiHeader.biWidth, \ + pbmi->bmiHeader.biBitCount * pbmi->bmiHeader.biPlanes) * + pbmi->bmiHeader.biHeight; + break; + } + return 0; +} + +/* ********************************************************************** + DWORD ImageBitsSize(HBITMAP hbitmap) + + PARAMETERS: + HBITMAP - hbitmap + + RETURNS: + DWORD - the size, in bytes, of the HBITMAP's image bits + + REMARKS: + Calculates and returns the size, in bytes, of the image bits for + the DIB described by the HBITMAP. +********************************************************************** */ +static DWORD +ImageBitsSize(HBITMAP hBitmap) +{ + DIBSECTION ds; + + GetObject(hBitmap, sizeof(DIBSECTION), &ds); + switch( ds.dsBmih.biCompression ) + { + case BI_RLE8: /* wrong if haven't called DSCreateDIBSection or + * CreateDIBSection with this pbmi */ + case BI_RLE4: + return ds.dsBmih.biSizeImage; + break; + default: /* should not have to use "default" */ + case BI_RGB: + case BI_BITFIELDS: + return BYTESPERLINE(ds.dsBmih.biWidth, \ + ds.dsBmih.biBitCount * ds.dsBmih.biPlanes) * + ds.dsBmih.biHeight; + break; + } + return 0; +} + +/*! + * \brief setColormap(LPBITMAPINFO pbmi, PIXCMAP *cmap) + * + * \param[in] pbmi pointer to a BITMAPINFO describing a DIB + * \param[in] cmap leptonica colormap + * \return number of colors in cmap + */ +static int +setColormap(LPBITMAPINFO pbmi, + PIXCMAP *cmap) +{ +l_int32 i, nColors, rval, gval, bval; + + nColors = pixcmapGetCount(cmap); + for (i = 0; i < nColors; i++) { + pixcmapGetColor(cmap, i, &rval, &gval, &bval); + pbmi->bmiColors[i].rgbRed = rval; + pbmi->bmiColors[i].rgbGreen = gval; + pbmi->bmiColors[i].rgbBlue = bval; + pbmi->bmiColors[i].rgbReserved = 0; + } + pbmi->bmiHeader.biClrUsed = nColors; + return nColors; +} + +/* ********************************************************************** + HBITMAP DSCreateBitmapInfo(l_int32 width, l_int32 height, l_int32 depth, + PIXCMAP *cmap) + + PARAMETERS: + l_int32 width - Desired width of the DIBSection + l_int32 height - Desired height of the DIBSection + l_int32 depth - Desired bit-depth of the DIBSection + PIXCMAP cmap - leptonica colormap for depths < 16 + + RETURNS: + LPBITMAPINFO - a ptr to BITMAPINFO of the desired size and bit-depth + NULL on failure + + REMARKS: + Creates a BITMAPINFO based on the criteria passed in as parameters. + +********************************************************************** */ +static LPBITMAPINFO +DSCreateBitmapInfo(l_int32 width, + l_int32 height, + l_int32 depth, + PIXCMAP *cmap) +{ +l_int32 nInfoSize; +LPBITMAPINFO pbmi; +LPDWORD pMasks; + + nInfoSize = sizeof(BITMAPINFOHEADER); + if( depth <= 8 ) + nInfoSize += sizeof(RGBQUAD) * (1 << depth); + if((depth == 16) || (depth == 32)) + nInfoSize += (3 * sizeof(DWORD)); + + /* Create the header big enough to contain color table and + * bitmasks if needed. */ + pbmi = (LPBITMAPINFO)malloc(nInfoSize); + if (!pbmi) + return NULL; + + ZeroMemory(pbmi, nInfoSize); + pbmi->bmiHeader.biSize = sizeof(BITMAPINFOHEADER); + pbmi->bmiHeader.biWidth = width; + pbmi->bmiHeader.biHeight = height; + pbmi->bmiHeader.biPlanes = 1; + pbmi->bmiHeader.biBitCount = depth; + + /* override below for 16 and 32 bpp */ + pbmi->bmiHeader.biCompression = BI_RGB; + + /* ?? not sure if this is right? */ + pbmi->bmiHeader.biSizeImage = DSImageBitsSize(pbmi); + + pbmi->bmiHeader.biXPelsPerMeter = 0; + pbmi->bmiHeader.biYPelsPerMeter = 0; + pbmi->bmiHeader.biClrUsed = 0; /* override below */ + pbmi->bmiHeader.biClrImportant = 0; + + switch(depth) + { + case 24: + /* 24bpp requires no special handling */ + break; + case 16: + /* if it's 16bpp, fill in the masks and override the + * compression. These are the default masks -- you + * could change them if needed. */ + pMasks = (LPDWORD)(pbmi->bmiColors); + pMasks[0] = 0x00007c00; + pMasks[1] = 0x000003e0; + pMasks[2] = 0x0000001f; + pbmi->bmiHeader.biCompression = BI_BITFIELDS; + break; + case 32: + /* if it's 32 bpp, fill in the masks and override + * the compression */ + pMasks = (LPDWORD)(pbmi->bmiColors); + /*pMasks[0] = 0x00ff0000; */ + /*pMasks[1] = 0x0000ff00; */ + /*pMasks[2] = 0x000000ff; */ + pMasks[0] = 0xff000000; + pMasks[1] = 0x00ff0000; + pMasks[2] = 0x0000ff00; + + pbmi->bmiHeader.biCompression = BI_BITFIELDS; + break; + case 8: + case 4: + case 1: + setColormap(pbmi, cmap); + break; + } + return pbmi; +} + +/* ********************************************************************** + HBITMAP DSCreateDIBSection(l_int32 width, l_int32 height, l_int32 depth, + PIXCMAP *cmap) + + PARAMETERS: + l_int32 width - Desired width of the DIBSection + l_int32 height - Desired height of the DIBSection + l_int32 depth - Desired bit-depth of the DIBSection + PIXCMAP cmap - leptonica colormap for depths < 16 + + RETURNS: + HBITMAP - a DIBSection HBITMAP of the desired size and bit-depth + NULL on failure + + REMARKS: + Creates a DIBSection based on the criteria passed in as parameters. + +********************************************************************** */ +static HBITMAP +DSCreateDIBSection(l_int32 width, + l_int32 height, + l_int32 depth, + PIXCMAP *cmap) +{ +HBITMAP hBitmap; +l_int32 nInfoSize; +LPBITMAPINFO pbmi; +HDC hRefDC; +LPBYTE pBits; + + pbmi = DSCreateBitmapInfo (width, height, depth, cmap); + if (!pbmi) + return NULL; + + hRefDC = GetDC(NULL); + hBitmap = CreateDIBSection(hRefDC, pbmi, DIB_RGB_COLORS, + (void **) &pBits, NULL, 0); + nInfoSize = GetLastError(); + ReleaseDC(NULL, hRefDC); + free(pbmi); + + return hBitmap; +} + + +/*! + * \brief pixGetWindowsHBITMAP() + * + * \param[in] pix + * \return Windows hBitmap, or NULL on error + * + * 
+ * Notes:
+ *      (1) It's the responsibility of the caller to destroy the
+ *          returned hBitmap with a call to DeleteObject (or with
+ *          something that eventually calls DeleteObject).
+ *
+ */ +HBITMAP +pixGetWindowsHBITMAP(PIX *pix) +{ +l_int32 width, height, depth; +l_uint32 *data; +HBITMAP hBitmap = NULL; +BITMAP bm; +DWORD imageBitsSize; +PIX *pixt = NULL; +PIXCMAP *cmap; + + PROCNAME("pixGetWindowsHBITMAP"); + if (!pix) + return (HBITMAP)ERROR_PTR("pix not defined", procName, NULL); + + pixGetDimensions(pix, &width, &height, &depth); + cmap = pixGetColormap(pix); + + if (depth == 24) depth = 32; + if (depth == 2) { + pixt = pixConvert2To8(pix, 0, 85, 170, 255, TRUE); + if (!pixt) + return (HBITMAP)ERROR_PTR("unable to convert pix from 2bpp to 8bpp", + procName, NULL); + depth = pixGetDepth(pixt); + cmap = pixGetColormap(pixt); + } + + if (depth < 16) { + if (!cmap) + cmap = pixcmapCreateLinear(depth, 1< + +#ifdef __cplusplus +extern "C" { +#endif /* __cplusplus */ + +LEPT_DLL extern HBITMAP pixGetWindowsHBITMAP( PIX *pixs ); + +#ifdef __cplusplus +} +#endif /* __cplusplus */ + +#endif /* LEPTONICA_LEPTWIN_H */ +#endif /* _WIN32 */ diff --git a/3rdparty/hgOCR/leptonica/libversions.c b/3rdparty/hgOCR/leptonica/libversions.c new file mode 100644 index 00000000..cbad4fa0 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/libversions.c @@ -0,0 +1,204 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file libversions.c + * 
+ *
+ *       Image library version number
+ *           char      *getImagelibVersions()
+ *
+ */ + +#ifdef HAVE_CONFIG_H +#include "config_auto.h" +#endif /* HAVE_CONFIG_H */ + +#include "allheaders.h" + +#if HAVE_LIBGIF +#include "gif_lib.h" +#endif + +#if HAVE_LIBJPEG +/* jpeglib.h includes jconfig.h, which makes the error of setting + * #define HAVE_STDLIB_H + * which conflicts with config_auto.h (where it is set to 1) and results + * for some gcc compiler versions in a warning. The conflict is harmless + * but we suppress it by undefining the variable. */ +#undef HAVE_STDLIB_H +#include "jpeglib.h" +#include "jerror.h" +#endif + +#if HAVE_LIBPNG +#include "png.h" +#endif + +#if HAVE_LIBTIFF +#include "tiffio.h" +#endif + +#if HAVE_LIBZ +#include "zlib.h" +#endif + +#if HAVE_LIBWEBP +#include "webp/encode.h" +#endif + +#if HAVE_LIBJP2K +#ifdef LIBJP2K_HEADER +#include LIBJP2K_HEADER +#else +#include +#endif +#endif + + +/*---------------------------------------------------------------------* + * Image Library Version number * + *---------------------------------------------------------------------*/ +/*! + * \brief getImagelibVersions() + * + * 
+ * Notes:
+ *      (1) This returns a string of version numbers; e.g.,
+ *            libgif 5.0.3
+ *            libjpeg 8b (libjpeg-turbo 1.3.0)
+ *            libpng 1.4.3
+ *            libtiff 3.9.5
+ *            zlib 1.2.5
+ *            libwebp 0.3.0
+ *            libopenjp2 2.1.0
+ *      (2) The caller must free the memory.
+ *
+ */ +char * +getImagelibVersions() +{ +char buf[128]; +l_int32 first = TRUE; +char *versionNumP; +char *nextTokenP; +char *versionStrP = NULL; + +#if HAVE_LIBGIF + first = FALSE; + stringJoinIP(&versionStrP, "libgif "); + #ifdef GIFLIB_MAJOR + snprintf(buf, sizeof(buf), "%d.%d.%d", GIFLIB_MAJOR, GIFLIB_MINOR, + GIFLIB_RELEASE); + #else + stringCopy(buf, "4.1.6(?)", sizeof(buf)); + #endif + stringJoinIP(&versionStrP, buf); +#endif /* HAVE_LIBGIF */ + +#if HAVE_LIBJPEG + { + struct jpeg_compress_struct cinfo; + struct jpeg_error_mgr err; + char buffer[JMSG_LENGTH_MAX]; + cinfo.err = jpeg_std_error(&err); + err.msg_code = JMSG_VERSION; + (*err.format_message) ((j_common_ptr ) &cinfo, buffer); + + if (!first) stringJoinIP(&versionStrP, " : "); + first = FALSE; + stringJoinIP(&versionStrP, "libjpeg "); + versionNumP = strtokSafe(buffer, " ", &nextTokenP); + stringJoinIP(&versionStrP, versionNumP); + LEPT_FREE(versionNumP); + + #if defined(LIBJPEG_TURBO_VERSION) + /* To stringify the result of expansion of a macro argument, + * you must use two levels of macros. See: + * https://gcc.gnu.org/onlinedocs/cpp/Stringification.html */ + #define l_xstr(s) l_str(s) + #define l_str(s) #s + snprintf(buf, sizeof(buf), " (libjpeg-turbo %s)", + l_xstr(LIBJPEG_TURBO_VERSION)); + stringJoinIP(&versionStrP, buf); + #endif /* LIBJPEG_TURBO_VERSION */ + } +#endif /* HAVE_LIBJPEG */ + +#if HAVE_LIBPNG + if (!first) stringJoinIP(&versionStrP, " : "); + first = FALSE; + stringJoinIP(&versionStrP, "libpng "); + stringJoinIP(&versionStrP, png_get_libpng_ver(NULL)); +#endif /* HAVE_LIBPNG */ + +#if HAVE_LIBTIFF + if (!first) stringJoinIP(&versionStrP, " : "); + first = FALSE; + stringJoinIP(&versionStrP, "libtiff "); + versionNumP = strtokSafe((char *)TIFFGetVersion(), " \n", &nextTokenP); + LEPT_FREE(versionNumP); + versionNumP = strtokSafe(NULL, " \n", &nextTokenP); + LEPT_FREE(versionNumP); + versionNumP = strtokSafe(NULL, " \n", &nextTokenP); + stringJoinIP(&versionStrP, versionNumP); + LEPT_FREE(versionNumP); +#endif /* HAVE_LIBTIFF */ + +#if HAVE_LIBZ + if (!first) stringJoinIP(&versionStrP, " : "); + first = FALSE; + stringJoinIP(&versionStrP, "zlib "); + stringJoinIP(&versionStrP, zlibVersion()); +#endif /* HAVE_LIBZ */ + +#if HAVE_LIBWEBP + { + l_int32 val; + char buf[32]; + if (!first) stringJoinIP(&versionStrP, " : "); + first = FALSE; + stringJoinIP(&versionStrP, "libwebp "); + val = WebPGetEncoderVersion(); + snprintf(buf, sizeof(buf), "%d.%d.%d", val >> 16, (val >> 8) & 0xff, + val & 0xff); + stringJoinIP(&versionStrP, buf); + } +#endif /* HAVE_LIBWEBP */ + +#if HAVE_LIBJP2K + { + const char *version; + if (!first) stringJoinIP(&versionStrP, " : "); + first = FALSE; + stringJoinIP(&versionStrP, "libopenjp2 "); + version = opj_version(); + stringJoinIP(&versionStrP, version); + } +#endif /* HAVE_LIBJP2K */ + + return versionStrP; +} diff --git a/3rdparty/hgOCR/leptonica/list.c b/3rdparty/hgOCR/leptonica/list.c new file mode 100644 index 00000000..87eb24ea --- /dev/null +++ b/3rdparty/hgOCR/leptonica/list.c @@ -0,0 +1,812 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file list.c + * 
+ *
+ *      Inserting and removing elements
+ *
+ *           void      listDestroy()
+ *           DLLIST   *listAddToHead()
+ *           l_int32   listAddToTail()
+ *           l_int32   listInsertBefore()
+ *           l_int32   listInsertAfter()
+ *           void     *listRemoveElement()
+ *           void     *listRemoveFromHead()
+ *           void     *listRemoveFromTail()
+ *
+ *      Other list operations
+ *
+ *           DLLIST   *listFindElement()
+ *           DLLIST   *listFindTail()
+ *           l_int32   listGetCount()
+ *           l_int32   listReverse()
+ *           DLLIST   *listJoin()
+ *
+ *      Lists are much harder to handle than arrays.  There is
+ *      more overhead for the programmer, both cognitive and
+ *      codewise, and more likelihood that an error can be made.
+ *      For that reason, lists should only be used when it is
+ *      inefficient to use arrays, such as when elements are
+ *      routinely inserted or deleted from inside arrays whose
+ *      average size is greater than about 10.
+ *
+ *      A list of data structures can be implemented in a number
+ *      of ways.  The two most popular are:
+ *
+ *         (1) The list can be composed of a linked list of
+ *             pointer cells ("cons cells"), where the data structures
+ *             are hung off the cells.  This is more difficult
+ *             to use because you have to keep track of both
+ *             your hanging data and the cell structures.
+ *             It requires 3 pointers for every data structure
+ *             that is put in a list.  There is no problem
+ *             cloning (using reference counts) for structures that
+ *             are put in such a list.  We implement lists by this
+ *             method here.
+ *
+ *         (2) The list pointers can be inserted directly into
+ *             the data structures.  This is easy to implement
+ *             and easier to use, but it adds 2 ptrs of overhead
+ *             to every data structure in which the ptrs are embedded.
+ *             It also requires special care not to put the ptrs
+ *             in any data that is cloned with a reference count;
+ *             else your lists will break.
+ *
+ *      Writing C code that uses list pointers explicitly to make
+ *      and alter lists is difficult and prone to error.
+ *      Consequently, a generic list utility that handles lists
+ *      of arbitrary objects and doesn't force the programmer to
+ *      touch the "next" and "prev" pointers, is quite useful.
+ *      Such functions are provided here.   However, the usual
+ *      situation requires traversing a list and applying some
+ *      function to one or more of the list elements.  Macros
+ *      for traversing the list are, in general, necessary, to
+ *      achieve the goal of invisibly handling all "next" and "prev"
+ *      pointers in generic lists.  We provide macros for
+ *      traversing a list in both forward and reverse directions.
+ *
+ *      Because of the typing in C, implementation of a general
+ *      list utility requires casting.  If macros are used, the
+ *      casting can be done implicitly; otherwise, using functions,
+ *      some of the casts must be explicit.  Fortunately, this
+ *      can be implemented with void* so the programmer using
+ *      the library will not have to make any casts!  (Unless you
+ *      compile with g++, in which case the rules on implicit
+ *      conversion are more strict.)
+ *
+ *      For example, to add an arbitrary data structure foo to the
+ *      tail of a list, use
+ *             listAddToTail(&head, &tail, pfoo);
+ *      where head and tail are list cell ptrs and pfoo is
+ *      a pointer to the foo object.
+ *      And to remove an arbitrary data structure foo from a
+ *      list, when you know the list cell element it is hanging from,
+ *      use
+ *             pfoo = listRemoveElement(&head, elem)
+ *      where head and elem are list cell ptrs and pfoo is a pointer
+ *      to the foo object.  No casts are required for foo in
+ *      either direction in ANSI C.  (However, casts are
+ *      required for ANSI C++).
+ *
+ *      We use lists that are composed of doubly-linked
+ *      cells with data structures hanging off the cells.
+ *      We use doubly-linked cells to simplify insertion
+ *      and deletion, and to allow operations to proceed in either
+ *      direction along the list.  With doubly-linked lists,
+ *      it is tempting to make them circular, by setting head->prev
+ *      to the tail of the list and tail->next to the head.
+ *      The circular list costs nothing extra in storage, and
+ *      allows operations to proceed from either end of the list
+ *      with equal speed.  However, the circular link adds
+ *      cognitive overhead for the application programmer in
+ *      general, and it greatly complicates list traversal when
+ *      arbitrary list elements can be added or removed as you
+ *      move through.  It can be done, but in the spirit of
+ *      simplicity, we avoid the temptation.  The price to be paid
+ *      is the extra cost to find the tail of a list -- a full
+ *      traversal -- before the tail can be used.  This is a
+ *      cheap price to pay to avoid major headaches and buggy code.
+ *
+ *      When you are only applying some function to each element
+ *      in a list, you can go either forwards or backwards.
+ *      To run through a list forwards, use:
+ * \code
+ *          for (elem = head; elem; elem = nextelem) {
+ *              nextelem = elem->next;   (in case we destroy elem)
+ *              data>
+ *          }
+ * \endcode
+ *      To run through a list backwards, find the tail and use:
+ *
+ *          for (elem = tail; elem; elem = prevelem) {
+ #              prevelem = elem->prev;  (in case we destroy elem)
+ *              data>
+ *          }
+ *
+ *      Even though these patterns are very simple, they are so common
+ *      that we've provided macros for them in list.h.  Using the
+ *      macros, this becomes:
+ * \code
+ *          L_BEGIN_LIST_FORWARD(head, elem)
+ *              data>
+ *          L_END_LIST
+ *
+ *          L_BEGIN_LIST_REVERSE(tail, elem)
+ *              data>
+ *          L_END_LIST
+ * \endcode
+ *      Note again that with macros, the application programmer does
+ *      not need to refer explicitly to next and prev fields.  Also,
+ *      in the reverse case, note that we do not explicitly
+ *      show the head of the list.  However, the head of the list
+ *      is always in scope, and functions can be called within the
+ *      iterator that change the head.
+ *
+ *      Some special cases are simpler.  For example, when
+ *      removing all items from the head of the list, you can use
+ * \code
+ *          while (head) {
+ *              obj = listRemoveFromHead(&head);
+ *              
+ *          }
+ * \endcode
+ *      Removing successive elements from the tail is equally simple:
+ * \code
+ *          while (tail) {
+ *              obj = listRemoveFromTail(&head, &tail);
+ *              
+ *          }
+ * \endcode
+ *      When removing an arbitrary element from a list, use
+ * \code
+ *              obj = listRemoveElement(&head, elem);
+ * \endcode
+ *      All the listRemove*() functions hand you the object,
+ *      destroy the list cell to which it was attached, and
+ *      reset the list pointers if necessary.
+ *
+ *      Several other list operations, that do not involve
+ *      inserting or removing objects, are also provided.
+ *      The function listFindElement() locates a list pointer
+ *      by matching the object hanging on it to a given
+ *      object.  The function listFindTail() gets a handle
+ *      to the tail list ptr, allowing backwards traversals of
+ *      the list.  listGetCount() gives the number of elements
+ *      in a list.  Functions that reverse a list and concatenate
+ *      two lists are also provided.
+ *
+ *      These functions can be modified for efficiency in the
+ *      situation where there is a large amount of creation and
+ *      destruction of list cells.  If millions of cells are
+ *      made and destroyed, but a relatively small number are
+ *      around at any time, the list cells can be stored for
+ *      later re-use in a stack (see the generic stack functions
+ *      in stack.c).
+ *
+ */ + +#include +#include "allheaders.h" + + +/*---------------------------------------------------------------------* + * Inserting and removing elements * + *---------------------------------------------------------------------*/ +/*! + * \brief listDestroy() + * + * \param[in,out] phead head of list; will be set to null before returning + * \return void + * + * 
+ * Notes:
+ *      (1) This only destroys the cons cells.  Before destroying
+ *          the list, it is necessary to remove all data and set the
+ *          data pointers in each cons cell to NULL.
+ *      (2) listDestroy() will give a warning message for each data
+ *          ptr that is not NULL.
+ *
+ */ +void +listDestroy(DLLIST **phead) +{ +DLLIST *elem, *next, *head; + + PROCNAME("listDestroy"); + + if (phead == NULL) { + L_WARNING("ptr address is null!\n", procName); + return; + } + + if ((head = *phead) == NULL) + return; + + for (elem = head; elem; elem = next) { + if (elem->data) + L_WARNING("list data ptr is not null\n", procName); + next = elem->next; + LEPT_FREE(elem); + } + *phead = NULL; + return; +} + + +/*! + * \brief listAddToHead() + * + * \param[in,out] phead [optional] input head + * \param[in] data void* ptr, to be added + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This makes a new cell, attaches %data, and adds the
+ *          cell to the head of the list.
+ *      (2) When consing from NULL, be sure to initialize head to NULL
+ *          before calling this function.
+ *
+ */ +l_ok +listAddToHead(DLLIST **phead, + void *data) +{ +DLLIST *cell, *head; + + PROCNAME("listAddToHead"); + + if (!phead) + return ERROR_INT("&head not defined", procName, 1); + head = *phead; + if (!data) + return ERROR_INT("data not defined", procName, 1); + + cell = (DLLIST *)LEPT_CALLOC(1, sizeof(DLLIST)); + cell->data = data; + if (!head) { /* start the list; initialize the ptrs */ + cell->prev = NULL; + cell->next = NULL; + } else { + cell->prev = NULL; + cell->next = head; + head->prev = cell; + } + *phead = cell; + return 0; +} + + +/*! + * \brief listAddToTail() + * + * \param[in,out] phead [may be updated], can be NULL + * \param[in,out] ptail [updated], can be NULL + * \param[in] data void* ptr, to be hung on tail cons cell + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This makes a new cell, attaches %data, and adds the
+ *          cell to the tail of the list.
+ *      (2) &head is input to allow the list to be "cons'd" up from NULL.
+ *      (3) &tail is input to allow the tail to be updated
+ *          for efficient sequential operation with this function.
+ *      (4) We assume that if *phead and/or *ptail are not NULL,
+ *          then they are valid addresses.  Therefore:
+ *           (a) when consing from NULL, be sure to initialize both
+ *               head and tail to NULL.
+ *           (b) when tail == NULL for an existing list, the tail
+ *               will be found and updated.
+ *
+ */ +l_ok +listAddToTail(DLLIST **phead, + DLLIST **ptail, + void *data) +{ +DLLIST *cell, *head, *tail; + + PROCNAME("listAddToTail"); + + if (!phead) + return ERROR_INT("&head not defined", procName, 1); + head = *phead; + if (!ptail) + return ERROR_INT("&tail not defined", procName, 1); + if (!data) + return ERROR_INT("data not defined", procName, 1); + + cell = (DLLIST *)LEPT_CALLOC(1, sizeof(DLLIST)); + cell->data = data; + if (!head) { /* Start the list and initialize the ptrs. *ptail + * should also have been initialized to NULL */ + cell->prev = NULL; + cell->next = NULL; + *phead = cell; + *ptail = cell; + } else { + if ((tail = *ptail) == NULL) + tail = listFindTail(head); + cell->prev = tail; + cell->next = NULL; + tail->next = cell; + *ptail = cell; + } + + return 0; +} + + +/*! + * \brief listInsertBefore() + * + * \param[in,out] phead [optional] input head + * \param[in] elem list element to be inserted in front of; + * must be NULL if head is NULL + * \param[in] data void* address, to be added + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This can be called on a null list, in which case both
+ *          head and elem must be null.
+ *      (2) If you are searching through a list, looking for a condition
+ *          to add an element, you can do something like this:
+ * \code
+ *            L_BEGIN_LIST_FORWARD(head, elem)
+ *                
+ *                listInsertBefore(&head, elem, data);
+ *            L_END_LIST
+ * \endcode
+ *
+ */ +l_ok +listInsertBefore(DLLIST **phead, + DLLIST *elem, + void *data) +{ +DLLIST *cell, *head; + + PROCNAME("listInsertBefore"); + + if (!phead) + return ERROR_INT("&head not defined", procName, 1); + head = *phead; + if (!data) + return ERROR_INT("data not defined", procName, 1); + if ((!head && elem) || (head && !elem)) + return ERROR_INT("head and elem not consistent", procName, 1); + + /* New cell to insert */ + cell = (DLLIST *)LEPT_CALLOC(1, sizeof(DLLIST)); + cell->data = data; + if (!head) { /* start the list; initialize the ptrs */ + cell->prev = NULL; + cell->next = NULL; + *phead = cell; + } else if (head == elem) { /* insert before head of list */ + cell->prev = NULL; + cell->next = head; + head->prev = cell; + *phead = cell; + } else { /* insert before elem and after head of list */ + cell->prev = elem->prev; + cell->next = elem; + elem->prev->next = cell; + elem->prev = cell; + } + return 0; +} + + +/*! + * \brief listInsertAfter() + * + * \param[in,out] phead [optional] input head + * \param[in] elem list element to be inserted after; + * must be NULL if head is NULL + * \param[in] data void* ptr, to be added + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This can be called on a null list, in which case both
+ *          head and elem must be null.  The head is included
+ *          in the call to allow "consing" up from NULL.
+ *      (2) If you are searching through a list, looking for a condition
+ *          to add an element, you can do something like this:
+ * \code
+ *            L_BEGIN_LIST_FORWARD(head, elem)
+ *                
+ *                listInsertAfter(&head, elem, data);
+ *            L_END_LIST
+ * \endcode
+ *
+ */ +l_ok +listInsertAfter(DLLIST **phead, + DLLIST *elem, + void *data) +{ +DLLIST *cell, *head; + + PROCNAME("listInsertAfter"); + + if (!phead) + return ERROR_INT("&head not defined", procName, 1); + head = *phead; + if (!data) + return ERROR_INT("data not defined", procName, 1); + if ((!head && elem) || (head && !elem)) + return ERROR_INT("head and elem not consistent", procName, 1); + + /* New cell to insert */ + cell = (DLLIST *)LEPT_CALLOC(1, sizeof(DLLIST)); + cell->data = data; + if (!head) { /* start the list; initialize the ptrs */ + cell->prev = NULL; + cell->next = NULL; + *phead = cell; + } else if (elem->next == NULL) { /* insert after last */ + cell->prev = elem; + cell->next = NULL; + elem->next = cell; + } else { /* insert after elem and before the end */ + cell->prev = elem; + cell->next = elem->next; + elem->next->prev = cell; + elem->next = cell; + } + return 0; +} + + +/*! + * \brief listRemoveElement() + * + * \param[in,out] phead input head; can be changed + * \param[in] elem list element to be removed + * \return data void* struct on cell + * + * 
+ * Notes:
+ *      (1) in ANSI C, it is not necessary to cast return to actual type; e.g.,
+ *             pix = listRemoveElement(&head, elem);
+ *          but in ANSI C++, it is necessary to do the cast:
+ *             pix = (Pix *)listRemoveElement(&head, elem);
+ *
+ */ +void * +listRemoveElement(DLLIST **phead, + DLLIST *elem) +{ +void *data; +DLLIST *head; + + PROCNAME("listRemoveElement"); + + if (!phead) + return (void *)ERROR_PTR("&head not defined", procName, NULL); + head = *phead; + if (!head) + return (void *)ERROR_PTR("head not defined", procName, NULL); + if (!elem) + return (void *)ERROR_PTR("elem not defined", procName, NULL); + + data = elem->data; + + if (head->next == NULL) { /* only one */ + if (elem != head) + return (void *)ERROR_PTR("elem must be head", procName, NULL); + *phead = NULL; + } else if (head == elem) { /* first one */ + elem->next->prev = NULL; + *phead = elem->next; + } else if (elem->next == NULL) { /* last one */ + elem->prev->next = NULL; + } else { /* neither the first nor the last one */ + elem->next->prev = elem->prev; + elem->prev->next = elem->next; + } + + LEPT_FREE(elem); + return data; +} + + +/*! + * \brief listRemoveFromHead() + * + * \param[in,out] phead head of list; updated + * \return data void* struct on cell, or NULL on error + * + * 
+ * Notes:
+ *      (1) in ANSI C, it is not necessary to cast return to actual type; e.g.,
+ *            pix = listRemoveFromHead(&head);
+ *          but in ANSI C++, it is necessary to do the cast; e.g.,
+ *            pix = (Pix *)listRemoveFromHead(&head);
+ *
+ */ +void * +listRemoveFromHead(DLLIST **phead) +{ +DLLIST *head; +void *data; + + PROCNAME("listRemoveFromHead"); + + if (!phead) + return (void *)ERROR_PTR("&head not defined", procName, NULL); + if ((head = *phead) == NULL) + return (void *)ERROR_PTR("head not defined", procName, NULL); + + if (head->next == NULL) { /* only one */ + *phead = NULL; + } else { + head->next->prev = NULL; + *phead = head->next; + } + + data = head->data; + LEPT_FREE(head); + return data; +} + + +/*! + * \brief listRemoveFromTail() + * + * \param[in,out] phead list head must NOT be NULL; may be changed + * \param[in,out] ptail list tail may be NULL; always updated + * \return data void* struct on cell or NULL on error + * + * 
+ * Notes:
+ *      (1) We include &head so that it can be set to NULL if
+ *          if the only element in the list is removed.
+ *      (2) The function is relying on the fact that if tail is
+ *          not NULL, then is is a valid address.  You can use
+ *          this function with tail == NULL for an existing list, in
+ *          which case  the tail is found and updated, and the
+ *          removed element is returned.
+ *      (3) In ANSI C, it is not necessary to cast return to actual type; e.g.,
+ *            pix = listRemoveFromTail(&head, &tail);
+ *          but in ANSI C++, it is necessary to do the cast; e.g.,
+ *            pix = (Pix *)listRemoveFromTail(&head, &tail);
+ *
+ */ +void * +listRemoveFromTail(DLLIST **phead, + DLLIST **ptail) +{ +DLLIST *head, *tail; +void *data; + + PROCNAME("listRemoveFromTail"); + + if (!phead) + return (void *)ERROR_PTR("&head not defined", procName, NULL); + if ((head = *phead) == NULL) + return (void *)ERROR_PTR("head not defined", procName, NULL); + if (!ptail) + return (void *)ERROR_PTR("&tail not defined", procName, NULL); + if ((tail = *ptail) == NULL) + tail = listFindTail(head); + + if (head->next == NULL) { /* only one */ + *phead = NULL; + *ptail = NULL; + } else { + tail->prev->next = NULL; + *ptail = tail->prev; + } + + data = tail->data; + LEPT_FREE(tail); + return data; +} + + + +/*---------------------------------------------------------------------* + * Other list operations * + *---------------------------------------------------------------------*/ +/*! + * \brief listFindElement() + * + * \param[in] head list head + * \param[in] data void* address, to be searched for + * \return cell the containing cell, or NULL if not found or on error + * + * 
+ * Notes:
+ *      (1) This returns a ptr to the cell, which is still embedded in
+ *          the list.
+ *      (2) This handle and the attached data have not been copied or
+ *          reference counted, so they must not be destroyed.  This
+ *          violates our basic rule that every handle returned from a
+ *          function is owned by that function and must be destroyed,
+ *          but if rules aren't there to be broken, why have them?
+ *
+ */ +DLLIST * +listFindElement(DLLIST *head, + void *data) +{ +DLLIST *cell; + + PROCNAME("listFindElement"); + + if (!head) + return (DLLIST *)ERROR_PTR("head not defined", procName, NULL); + if (!data) + return (DLLIST *)ERROR_PTR("data not defined", procName, NULL); + + for (cell = head; cell; cell = cell->next) { + if (cell->data == data) + return cell; + } + + return NULL; +} + + +/*! + * \brief listFindTail() + * + * \param[in] head + * \return tail, or NULL on error + */ +DLLIST * +listFindTail(DLLIST *head) +{ +DLLIST *cell; + + PROCNAME("listFindTail"); + + if (!head) + return (DLLIST *)ERROR_PTR("head not defined", procName, NULL); + + for (cell = head; cell; cell = cell->next) { + if (cell->next == NULL) + return cell; + } + + return (DLLIST *)ERROR_PTR("tail not found !!", procName, NULL); +} + + +/*! + * \brief listGetCount() + * + * \param[in] head of list + * \return number of elements; 0 if no list or on error + */ +l_int32 +listGetCount(DLLIST *head) +{ +l_int32 count; +DLLIST *elem; + + PROCNAME("listGetCount"); + + if (!head) + return ERROR_INT("head not defined", procName, 0); + + count = 0; + for (elem = head; elem; elem = elem->next) + count++; + + return count; +} + + +/*! + * \brief listReverse() + * + * \param[in,out] phead list head; may be changed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This reverses the list in-place.
+ *
+ */ +l_ok +listReverse(DLLIST **phead) +{ +void *obj; /* whatever */ +DLLIST *head, *rhead; + + PROCNAME("listReverse"); + + if (!phead) + return ERROR_INT("&head not defined", procName, 1); + if ((head = *phead) == NULL) + return ERROR_INT("head not defined", procName, 1); + + rhead = NULL; + while (head) { + obj = listRemoveFromHead(&head); + listAddToHead(&rhead, obj); + } + + *phead = rhead; + return 0; +} + + +/*! + * \brief listJoin() + * + * \param[in,out] phead1 head of first list; may be changed + * \param[in,out] phead2 head of second list; to be nulled + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The concatenated list is returned with head1 as the new head.
+ *      (2) Both input ptrs must exist, though either can have the value NULL.
+ *
+ */ +l_ok +listJoin(DLLIST **phead1, + DLLIST **phead2) +{ +void *obj; +DLLIST *head1, *head2, *tail1; + + PROCNAME("listJoin"); + + if (!phead1) + return ERROR_INT("&head1 not defined", procName, 1); + if (!phead2) + return ERROR_INT("&head2 not defined", procName, 1); + + /* If no list2, just return list1 unchanged */ + if ((head2 = *phead2) == NULL) + return 0; + + /* If no list1, just return list2 */ + if ((head1 = *phead1) == NULL) { + *phead1 = head2; + *phead2 = NULL; + return 0; + } + + /* General case for concatenation into list 1 */ + tail1 = listFindTail(head1); + while (head2) { + obj = listRemoveFromHead(&head2); + listAddToTail(&head1, &tail1, obj); + } + *phead2 = NULL; + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/list.h b/3rdparty/hgOCR/leptonica/list.h new file mode 100644 index 00000000..d207e79f --- /dev/null +++ b/3rdparty/hgOCR/leptonica/list.h @@ -0,0 +1,90 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +#ifndef LEPTONICA_LIST_H +#define LEPTONICA_LIST_H + +/*! + * \file list.h + * + * 
+ *       Cell for double-linked lists
+ *
+ *       This allows composition of a list of cells with
+ *           prev, next and data pointers.  Generic data
+ *           structures hang on the list cell data pointers.
+ *
+ *       The list is not circular because that would add much
+ *           complexity in traversing the list under general
+ *           conditions where list cells can be added and removed.
+ *           The only disadvantage of not having the head point to
+ *           the last cell is that the list must be traversed to
+ *           find its tail.  However, this traversal is fast, and
+ *           the listRemoveFromTail() function updates the tail
+ *           so there is no searching overhead with repeated use.
+ *
+ *       The list macros are used to run through a list, and their
+ *       use is encouraged.  They are invoked, e.g., as
+ *
+ *             DLLIST  *head, *elem;
+ *             ...
+ *             L_BEGIN_LIST_FORWARD(head, elem)
+ *                 data >
+ *             L_END_LIST
+ *
+ */ + +struct DoubleLinkedList +{ + struct DoubleLinkedList *prev; + struct DoubleLinkedList *next; + void *data; +}; +typedef struct DoubleLinkedList DLLIST; + + + /*! Simple list traverse macro - forward */ +#define L_BEGIN_LIST_FORWARD(head, element) \ + { \ + DLLIST *_leptvar_nextelem_; \ + for ((element) = (head); (element); (element) = _leptvar_nextelem_) { \ + _leptvar_nextelem_ = (element)->next; + + + /*! Simple list traverse macro - reverse */ +#define L_BEGIN_LIST_REVERSE(tail, element) \ + { \ + DLLIST *_leptvar_prevelem_; \ + for ((element) = (tail); (element); (element) = _leptvar_prevelem_) { \ + _leptvar_prevelem_ = (element)->prev; + + + /*! Simple list traverse macro - end of a list traverse */ +#define L_END_LIST }} + + +#endif /* LEPTONICA_LIST_H */ diff --git a/3rdparty/hgOCR/leptonica/map.c b/3rdparty/hgOCR/leptonica/map.c new file mode 100644 index 00000000..71b39230 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/map.c @@ -0,0 +1,260 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file map.c + * 
+ *
+ *  This is an interface for map and set functions, based on using
+ *  red-black binary search trees.  Because these trees are sorted,
+ *  they are O(nlogn) to build.  They allow logn insertion, find
+ *  and deletion of elements.
+ *
+ *  Both the map and set are ordered by key value, with unique keys.
+ *  For the map, the elements are key/value pairs.
+ *  For the set we only store unique, ordered keys, and the value
+ *  (set to 0 in the implementation) is ignored.
+ *
+ *  The keys for the map and set can be any of the three types in the
+ *  l_rbtree_keytype enum.  The values stored can be any of the four
+ *  types in the rb_type union.
+ *
+ *  In-order forward and reverse iterators are provided for maps and sets.
+ *  To forward iterate over the map for any type of key (in this example,
+ *  uint32), extracting integer values:
+ *
+ *      L_AMAP  *m = l_amapCreate(L_UINT_TYPE);
+ *      [add elements to the map ...]
+ *      L_AMAP_NODE  *n = l_amapGetFirst(m);
+ *      while (n) {
+ *          l_int32 val = n->value.itype;
+ *          // do something ...
+ *          n = l_amapGetNext(n);
+ *      }
+ *
+ *  If the nodes are deleted during the iteration:
+ *
+ *      L_AMAP  *m = l_amapCreate(L_UINT_TYPE);
+ *      [add elements to the map ...]
+ *      L_AMAP_NODE  *n = l_amapGetFirst(m);
+ *      L_AMAP_NODE  *nn;
+ *      while (n) {
+ *          nn = l_amapGetNext(n);
+ *          l_int32 val = n->value.itype;
+ *          l_uint32 key = n->key.utype;
+ *          // do something ...
+ *          l_amapDelete(m, n->key);
+ *          n = nn;
+ *      }
+ *
+ *  See prog/maptest.c and prog/settest.c for more examples of usage.
+ *
+ *  Interface to (a) map using a general key and storing general values
+ *           L_AMAP        *l_amapCreate()
+ *           RB_TYPE       *l_amapFind()
+ *           void           l_amapInsert()
+ *           void           l_amapDelete()
+ *           void           l_amapDestroy()
+ *           L_AMAP_NODE   *l_amapGetFirst()
+ *           L_AMAP_NODE   *l_amapGetNext()
+ *           L_AMAP_NODE   *l_amapGetLast()
+ *           L_AMAP_NODE   *l_amapGetPrev()
+ *           l_int32        l_amapSize()
+ *
+ *  Interface to (a) set using a general key
+ *           L_ASET        *l_asetCreate()
+ *           RB_TYPE       *l_asetFind()
+ *           void           l_asetInsert()
+ *           void           l_asetDelete()
+ *           void           l_asetDestroy()
+ *           L_ASET_NODE   *l_asetGetFirst()
+ *           L_ASET_NODE   *l_asetGetNext()
+ *           L_ASET_NODE   *l_asetGetLast()
+ *           L_ASET_NODE   *l_asetGetPrev()
+ *           l_int32        l_asetSize()
+ *
+ */ + +#include "allheaders.h" + +/* ------------------------------------------------------------- * + * Interface to Map * + * ------------------------------------------------------------- */ +L_AMAP * +l_amapCreate(l_int32 keytype) +{ + PROCNAME("l_amapCreate"); + + if (keytype != L_INT_TYPE && keytype != L_UINT_TYPE && + keytype != L_FLOAT_TYPE) + return (L_AMAP *)ERROR_PTR("invalid keytype", procName, NULL); + + L_AMAP *m = (L_AMAP *)LEPT_CALLOC(1, sizeof(L_AMAP)); + m->keytype = keytype; + return m; +} + +RB_TYPE * +l_amapFind(L_AMAP *m, + RB_TYPE key) +{ + return l_rbtreeLookup(m, key); +} + +void +l_amapInsert(L_AMAP *m, + RB_TYPE key, + RB_TYPE value) +{ + return l_rbtreeInsert(m, key, value); +} + +void +l_amapDelete(L_AMAP *m, + RB_TYPE key) +{ + l_rbtreeDelete(m, key); +} + +void +l_amapDestroy(L_AMAP **pm) +{ + l_rbtreeDestroy(pm); +} + +L_AMAP_NODE * +l_amapGetFirst(L_AMAP *m) +{ + return l_rbtreeGetFirst(m); +} + +L_AMAP_NODE * +l_amapGetNext(L_AMAP_NODE *n) +{ + return l_rbtreeGetNext(n); +} + +L_AMAP_NODE * +l_amapGetLast(L_AMAP *m) +{ + return l_rbtreeGetLast(m); +} + +L_AMAP_NODE * +l_amapGetPrev(L_AMAP_NODE *n) +{ + return l_rbtreeGetPrev(n); +} + +l_int32 +l_amapSize(L_AMAP *m) +{ + return l_rbtreeGetCount(m); +} + + +/* ------------------------------------------------------------- * + * Interface to Set * + * ------------------------------------------------------------- */ +L_ASET * +l_asetCreate(l_int32 keytype) +{ + PROCNAME("l_asetCreate"); + + if (keytype != L_INT_TYPE && keytype != L_UINT_TYPE && + keytype != L_FLOAT_TYPE) + return (L_ASET *)ERROR_PTR("invalid keytype", procName, NULL); + + L_ASET *s = (L_ASET *)LEPT_CALLOC(1, sizeof(L_ASET)); + s->keytype = keytype; + return s; +} + +/* + * l_asetFind() + * + * This returns NULL if not found, non-null if it is. In the latter + * case, the value stored in the returned pointer has no significance. + */ +RB_TYPE * +l_asetFind(L_ASET *s, + RB_TYPE key) +{ + return l_rbtreeLookup(s, key); +} + +void +l_asetInsert(L_ASET *s, + RB_TYPE key) +{ +RB_TYPE value; + + value.itype = 0; /* meaningless */ + return l_rbtreeInsert(s, key, value); +} + +void +l_asetDelete(L_ASET *s, + RB_TYPE key) +{ + l_rbtreeDelete(s, key); +} + +void +l_asetDestroy(L_ASET **ps) +{ + l_rbtreeDestroy(ps); +} + +L_ASET_NODE * +l_asetGetFirst(L_ASET *s) +{ + return l_rbtreeGetFirst(s); +} + +L_ASET_NODE * +l_asetGetNext(L_ASET_NODE *n) +{ + return l_rbtreeGetNext(n); +} + +L_ASET_NODE * +l_asetGetLast(L_ASET *s) +{ + return l_rbtreeGetLast(s); +} + +L_ASET_NODE * +l_asetGetPrev(L_ASET_NODE *n) +{ + return l_rbtreeGetPrev(n); +} + +l_int32 +l_asetSize(L_ASET *s) +{ + return l_rbtreeGetCount(s); +} diff --git a/3rdparty/hgOCR/leptonica/maze.c b/3rdparty/hgOCR/leptonica/maze.c new file mode 100644 index 00000000..20bd60bb --- /dev/null +++ b/3rdparty/hgOCR/leptonica/maze.c @@ -0,0 +1,906 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file maze.c + * 
+ *
+ *      This is a game with a pedagogical slant.  A maze is represented
+ *      by a binary image.  The ON pixels (fg) are walls.  The goal is
+ *      to navigate on OFF pixels (bg), using Manhattan steps
+ *      (N, S, E, W), between arbitrary start and end positions.
+ *      The problem is thus to find the shortest route between two points
+ *      in a binary image that are 4-connected in the bg.  This is done
+ *      with a breadth-first search, implemented with a queue.
+ *      We also use a queue of pointers to generate the maze (image).
+ *
+ *          PIX             *generateBinaryMaze()
+ *          static MAZEEL   *mazeelCreate()
+ *
+ *          PIX             *pixSearchBinaryMaze()
+ *          static l_int32   localSearchForBackground()
+ *
+ *      Generalizing a maze to a grayscale image, the search is
+ *      now for the "shortest" or least cost path, for some given
+ *      cost function.
+ *
+ *          PIX             *pixSearchGrayMaze()
+ *
+ */ + +#include +#ifdef _WIN32 +#include +#include +#endif /* _WIN32 */ +#include "allheaders.h" + +static const l_int32 MinMazeWidth = 50; +static const l_int32 MinMazeHeight = 50; + +static const l_float32 DefaultWallProbability = 0.65; +static const l_float32 DefaultAnisotropyRatio = 0.25; + +enum { /* direction from parent to newly created element */ + START_LOC = 0, + DIR_NORTH = 1, + DIR_SOUTH = 2, + DIR_WEST = 3, + DIR_EAST = 4 +}; + +struct MazeElement { + l_float32 distance; + l_int32 x; + l_int32 y; + l_uint32 val; /* value of maze pixel at this location */ + l_int32 dir; /* direction from parent to child */ +}; +typedef struct MazeElement MAZEEL; + + +static MAZEEL *mazeelCreate(l_int32 x, l_int32 y, l_int32 dir); +static l_int32 localSearchForBackground(PIX *pix, l_int32 *px, + l_int32 *py, l_int32 maxrad); + +#ifndef NO_CONSOLE_IO +#define DEBUG_PATH 0 +#define DEBUG_MAZE 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*---------------------------------------------------------------------* + * Binary maze generation as cellular automaton * + *---------------------------------------------------------------------*/ +/*! + * \brief generateBinaryMaze() + * + * \param[in] w, h size of maze + * \param[in] xi, yi initial location + * \param[in] wallps probability that a pixel to the side is ON + * \param[in] ranis ratio of prob that pixel in forward direction + * is a wall to the probability that pixel in + * side directions is a wall + * \return pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) We have two input probability factors that determine the
+ *          density of walls and average length of straight passages.
+ *          When ranis < 1.0, you are more likely to generate a wall
+ *          to the side than going forward.  Enter 0.0 for either if
+ *          you want to use the default values.
+ *      (2) This is a type of percolation problem, and exhibits
+ *          different phases for different parameters wallps and ranis.
+ *          For larger values of these parameters, regions in the maze
+ *          are not explored because the maze generator walls them
+ *          off and cannot get through.  The boundary between the
+ *          two phases in this two-dimensional parameter space goes
+ *          near these values:
+ *                wallps       ranis
+ *                0.35         1.00
+ *                0.40         0.85
+ *                0.45         0.70
+ *                0.50         0.50
+ *                0.55         0.40
+ *                0.60         0.30
+ *                0.65         0.25
+ *                0.70         0.19
+ *                0.75         0.15
+ *                0.80         0.11
+ *      (3) Because there is a considerable amount of overhead in calling
+ *          pixGetPixel() and pixSetPixel(), this function can be sped
+ *          up with little effort using raster line pointers and the
+ *          GET_DATA* and SET_DATA* macros.
+ *
+ */ +PIX * +generateBinaryMaze(l_int32 w, + l_int32 h, + l_int32 xi, + l_int32 yi, + l_float32 wallps, + l_float32 ranis) +{ +l_int32 x, y, dir; +l_uint32 val; +l_float32 frand, wallpf, testp; +MAZEEL *el, *elp; +PIX *pixd; /* the destination maze */ +PIX *pixm; /* for bookkeeping, to indicate pixels already visited */ +L_QUEUE *lq; + + /* On Windows, seeding is apparently necessary to get decent mazes. + * Windows rand() returns a value up to 2^15 - 1, whereas unix + * rand() returns a value up to 2^31 - 1. Therefore the generated + * mazes will differ on the two platforms. */ +#ifdef _WIN32 + srand(28*333); +#endif /* _WIN32 */ + + if (w < MinMazeWidth) + w = MinMazeWidth; + if (h < MinMazeHeight) + h = MinMazeHeight; + if (xi <= 0 || xi >= w) + xi = w / 6; + if (yi <= 0 || yi >= h) + yi = h / 5; + if (wallps < 0.05 || wallps > 0.95) + wallps = DefaultWallProbability; + if (ranis < 0.05 || ranis > 1.0) + ranis = DefaultAnisotropyRatio; + wallpf = wallps * ranis; + +#if DEBUG_MAZE + fprintf(stderr, "(w, h) = (%d, %d), (xi, yi) = (%d, %d)\n", w, h, xi, yi); + fprintf(stderr, "Using: prob(wall) = %7.4f, anisotropy factor = %7.4f\n", + wallps, ranis); +#endif /* DEBUG_MAZE */ + + /* These are initialized to OFF */ + pixd = pixCreate(w, h, 1); + pixm = pixCreate(w, h, 1); + + lq = lqueueCreate(0); + + /* Prime the queue with the first pixel; it is OFF */ + el = mazeelCreate(xi, yi, START_LOC); + pixSetPixel(pixm, xi, yi, 1); /* mark visited */ + lqueueAdd(lq, el); + + /* While we're at it ... */ + while (lqueueGetCount(lq) > 0) { + elp = (MAZEEL *)lqueueRemove(lq); + x = elp->x; + y = elp->y; + dir = elp->dir; + if (x > 0) { /* check west */ + pixGetPixel(pixm, x - 1, y, &val); + if (val == 0) { /* not yet visited */ + pixSetPixel(pixm, x - 1, y, 1); /* mark visited */ + frand = (l_float32)rand() / (l_float32)RAND_MAX; + testp = wallps; + if (dir == DIR_WEST) + testp = wallpf; + if (frand <= testp) { /* make it a wall */ + pixSetPixel(pixd, x - 1, y, 1); + } else { /* not a wall */ + el = mazeelCreate(x - 1, y, DIR_WEST); + lqueueAdd(lq, el); + } + } + } + if (y > 0) { /* check north */ + pixGetPixel(pixm, x, y - 1, &val); + if (val == 0) { /* not yet visited */ + pixSetPixel(pixm, x, y - 1, 1); /* mark visited */ + frand = (l_float32)rand() / (l_float32)RAND_MAX; + testp = wallps; + if (dir == DIR_NORTH) + testp = wallpf; + if (frand <= testp) { /* make it a wall */ + pixSetPixel(pixd, x, y - 1, 1); + } else { /* not a wall */ + el = mazeelCreate(x, y - 1, DIR_NORTH); + lqueueAdd(lq, el); + } + } + } + if (x < w - 1) { /* check east */ + pixGetPixel(pixm, x + 1, y, &val); + if (val == 0) { /* not yet visited */ + pixSetPixel(pixm, x + 1, y, 1); /* mark visited */ + frand = (l_float32)rand() / (l_float32)RAND_MAX; + testp = wallps; + if (dir == DIR_EAST) + testp = wallpf; + if (frand <= testp) { /* make it a wall */ + pixSetPixel(pixd, x + 1, y, 1); + } else { /* not a wall */ + el = mazeelCreate(x + 1, y, DIR_EAST); + lqueueAdd(lq, el); + } + } + } + if (y < h - 1) { /* check south */ + pixGetPixel(pixm, x, y + 1, &val); + if (val == 0) { /* not yet visited */ + pixSetPixel(pixm, x, y + 1, 1); /* mark visited */ + frand = (l_float32)rand() / (l_float32)RAND_MAX; + testp = wallps; + if (dir == DIR_SOUTH) + testp = wallpf; + if (frand <= testp) { /* make it a wall */ + pixSetPixel(pixd, x, y + 1, 1); + } else { /* not a wall */ + el = mazeelCreate(x, y + 1, DIR_SOUTH); + lqueueAdd(lq, el); + } + } + } + LEPT_FREE(elp); + } + + lqueueDestroy(&lq, TRUE); + pixDestroy(&pixm); + return pixd; +} + + +static MAZEEL * +mazeelCreate(l_int32 x, + l_int32 y, + l_int32 dir) +{ +MAZEEL *el; + + el = (MAZEEL *)LEPT_CALLOC(1, sizeof(MAZEEL)); + el->x = x; + el->y = y; + el->dir = dir; + return el; +} + + +/*---------------------------------------------------------------------* + * Binary maze search * + *---------------------------------------------------------------------*/ +/*! + * \brief pixSearchBinaryMaze() + * + * \param[in] pixs 1 bpp, maze + * \param[in] xi, yi beginning point; use same initial point + * that was used to generate the maze + * \param[in] xf, yf end point, or close to it + * \param[out] ppixd [optional] maze with path illustrated, or + * if no path possible, the part of the maze + * that was searched + * \return pta shortest path, or NULL if either no path + * exists or on error + * + * 
+ * Notes:
+ *      (1) Because of the overhead in calling pixGetPixel() and
+ *          pixSetPixel(), we have used raster line pointers and the
+ *          GET_DATA* and SET_DATA* macros for many of the pix accesses.
+ *      (2) Commentary:
+ *            The goal is to find the shortest path between beginning and
+ *          end points, without going through walls, and there are many
+ *          ways to solve this problem.
+ *            We use a queue to implement a breadth-first search.  Two auxiliary
+ *          "image" data structures can be used: one to mark the visited
+ *          pixels and one to give the direction to the parent for each
+ *          visited pixel.  The first structure is used to avoid putting
+ *          pixels on the queue more than once, and the second is used
+ *          for retracing back to the origin, like the breadcrumbs in
+ *          Hansel and Gretel.  Each pixel taken off the queue is destroyed
+ *          after it is used to locate the allowed neighbors.  In fact,
+ *          only one distance image is required, if you initialize it
+ *          to some value that signifies "not yet visited."  (We use
+ *          a binary image for marking visited pixels because it is clearer.)
+ *          This method for a simple search of a binary maze is implemented in
+ *          pixSearchBinaryMaze().
+ *            An alternative method would store the (manhattan) distance
+ *          from the start point with each pixel on the queue.  The children
+ *          of each pixel get a distance one larger than the parent.  These
+ *          values can be stored in an auxiliary distance map image
+ *          that is constructed simultaneously with the search.  Once the
+ *          end point is reached, the distance map is used to backtrack
+ *          along a minimum path.  There may be several equal length
+ *          minimum paths, any one of which can be chosen this way.
+ *
+ */ +PTA * +pixSearchBinaryMaze(PIX *pixs, + l_int32 xi, + l_int32 yi, + l_int32 xf, + l_int32 yf, + PIX **ppixd) +{ +l_int32 i, j, x, y, w, h, d, found; +l_uint32 val, rpixel, gpixel, bpixel; +void **lines1, **linem1, **linep8, **lined32; +MAZEEL *el, *elp; +PIX *pixd; /* the shortest path written on the maze image */ +PIX *pixm; /* for bookkeeping, to indicate pixels already visited */ +PIX *pixp; /* for bookkeeping, to indicate direction to parent */ +L_QUEUE *lq; +PTA *pta; + + PROCNAME("pixSearchBinaryMaze"); + + if (ppixd) *ppixd = NULL; + if (!pixs) + return (PTA *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1) + return (PTA *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + if (xi <= 0 || xi >= w) + return (PTA *)ERROR_PTR("xi not valid", procName, NULL); + if (yi <= 0 || yi >= h) + return (PTA *)ERROR_PTR("yi not valid", procName, NULL); + pixGetPixel(pixs, xi, yi, &val); + if (val != 0) + return (PTA *)ERROR_PTR("(xi,yi) not bg pixel", procName, NULL); + pixd = NULL; + pta = NULL; + + /* Find a bg pixel near input point (xf, yf) */ + localSearchForBackground(pixs, &xf, &yf, 5); + +#if DEBUG_MAZE + fprintf(stderr, "(xi, yi) = (%d, %d), (xf, yf) = (%d, %d)\n", + xi, yi, xf, yf); +#endif /* DEBUG_MAZE */ + + pixm = pixCreate(w, h, 1); /* initialized to OFF */ + pixp = pixCreate(w, h, 8); /* direction to parent stored as enum val */ + lines1 = pixGetLinePtrs(pixs, NULL); + linem1 = pixGetLinePtrs(pixm, NULL); + linep8 = pixGetLinePtrs(pixp, NULL); + + lq = lqueueCreate(0); + + /* Prime the queue with the first pixel; it is OFF */ + el = mazeelCreate(xi, yi, 0); /* don't need direction here */ + pixSetPixel(pixm, xi, yi, 1); /* mark visited */ + lqueueAdd(lq, el); + + /* Fill up the pix storing directions to parents, + * stopping when we hit the point (xf, yf) */ + found = FALSE; + while (lqueueGetCount(lq) > 0) { + elp = (MAZEEL *)lqueueRemove(lq); + x = elp->x; + y = elp->y; + if (x == xf && y == yf) { + found = TRUE; + LEPT_FREE(elp); + break; + } + + if (x > 0) { /* check to west */ + val = GET_DATA_BIT(linem1[y], x - 1); + if (val == 0) { /* not yet visited */ + SET_DATA_BIT(linem1[y], x - 1); /* mark visited */ + val = GET_DATA_BIT(lines1[y], x - 1); + if (val == 0) { /* bg, not a wall */ + SET_DATA_BYTE(linep8[y], x - 1, DIR_EAST); /* parent E */ + el = mazeelCreate(x - 1, y, 0); + lqueueAdd(lq, el); + } + } + } + if (y > 0) { /* check north */ + val = GET_DATA_BIT(linem1[y - 1], x); + if (val == 0) { /* not yet visited */ + SET_DATA_BIT(linem1[y - 1], x); /* mark visited */ + val = GET_DATA_BIT(lines1[y - 1], x); + if (val == 0) { /* bg, not a wall */ + SET_DATA_BYTE(linep8[y - 1], x, DIR_SOUTH); /* parent S */ + el = mazeelCreate(x, y - 1, 0); + lqueueAdd(lq, el); + } + } + } + if (x < w - 1) { /* check east */ + val = GET_DATA_BIT(linem1[y], x + 1); + if (val == 0) { /* not yet visited */ + SET_DATA_BIT(linem1[y], x + 1); /* mark visited */ + val = GET_DATA_BIT(lines1[y], x + 1); + if (val == 0) { /* bg, not a wall */ + SET_DATA_BYTE(linep8[y], x + 1, DIR_WEST); /* parent W */ + el = mazeelCreate(x + 1, y, 0); + lqueueAdd(lq, el); + } + } + } + if (y < h - 1) { /* check south */ + val = GET_DATA_BIT(linem1[y + 1], x); + if (val == 0) { /* not yet visited */ + SET_DATA_BIT(linem1[y + 1], x); /* mark visited */ + val = GET_DATA_BIT(lines1[y + 1], x); + if (val == 0) { /* bg, not a wall */ + SET_DATA_BYTE(linep8[y + 1], x, DIR_NORTH); /* parent N */ + el = mazeelCreate(x, y + 1, 0); + lqueueAdd(lq, el); + } + } + } + LEPT_FREE(elp); + } + + lqueueDestroy(&lq, TRUE); + pixDestroy(&pixm); + LEPT_FREE(linem1); + + if (ppixd) { + pixd = pixUnpackBinary(pixs, 32, 1); + *ppixd = pixd; + } + composeRGBPixel(255, 0, 0, &rpixel); /* start point */ + composeRGBPixel(0, 255, 0, &gpixel); + composeRGBPixel(0, 0, 255, &bpixel); /* end point */ + + if (found) { + L_INFO(" Path found\n", procName); + pta = ptaCreate(0); + x = xf; + y = yf; + while (1) { + ptaAddPt(pta, x, y); + if (x == xi && y == yi) + break; + if (pixd) /* write 'gpixel' onto the path */ + pixSetPixel(pixd, x, y, gpixel); + pixGetPixel(pixp, x, y, &val); + if (val == DIR_NORTH) + y--; + else if (val == DIR_SOUTH) + y++; + else if (val == DIR_EAST) + x++; + else if (val == DIR_WEST) + x--; + } + } else { + L_INFO(" No path found\n", procName); + if (pixd) { /* paint all visited locations */ + lined32 = pixGetLinePtrs(pixd, NULL); + for (i = 0; i < h; i++) { + for (j = 0; j < w; j++) { + if (GET_DATA_BYTE(linep8[i], j) != 0) + SET_DATA_FOUR_BYTES(lined32[i], j, gpixel); + } + } + LEPT_FREE(lined32); + } + } + if (pixd) { + pixSetPixel(pixd, xi, yi, rpixel); + pixSetPixel(pixd, xf, yf, bpixel); + } + + pixDestroy(&pixp); + LEPT_FREE(lines1); + LEPT_FREE(linep8); + return pta; +} + + +/*! + * \brief localSearchForBackground() + * + * \param[in] pix + * \param[out] px, py starting position for search; return found position + * \param[in] maxrad max distance to search from starting location + * \return 0 if bg pixel found; 1 if not found + */ +static l_int32 +localSearchForBackground(PIX *pix, + l_int32 *px, + l_int32 *py, + l_int32 maxrad) +{ +l_int32 x, y, w, h, r, i, j; +l_uint32 val; + + x = *px; + y = *py; + pixGetPixel(pix, x, y, &val); + if (val == 0) return 0; + + /* For each value of r, restrict the search to the boundary + * pixels in a square centered on (x,y), clipping to the + * image boundaries if necessary. */ + pixGetDimensions(pix, &w, &h, NULL); + for (r = 1; r < maxrad; r++) { + for (i = -r; i <= r; i++) { + if (y + i < 0 || y + i >= h) + continue; + for (j = -r; j <= r; j++) { + if (x + j < 0 || x + j >= w) + continue; + if (L_ABS(i) != r && L_ABS(j) != r) /* not on "r ring" */ + continue; + pixGetPixel(pix, x + j, y + i, &val); + if (val == 0) { + *px = x + j; + *py = y + i; + return 0; + } + } + } + } + return 1; +} + + + +/*---------------------------------------------------------------------* + * Gray maze search * + *---------------------------------------------------------------------*/ +/*! + * \brief pixSearchGrayMaze() + * + * \param[in] pixs 1 bpp, maze + * \param[in] xi, yi beginning point; use same initial point + * that was used to generate the maze + * \param[in] xf, yf end point, or close to it + * \param[out] ppixd [optional] maze with path illustrated, or + * if no path possible, the part of the maze + * that was searched + * \return pta shortest path, or NULL if either no path + * exists or on error + * + * Commentary: + * Consider first a slight generalization of the binary maze + * search problem. Suppose that you can go through walls, + * but the cost is higher say, an increment of 3 to go into + * a wall pixel rather than 1? You're still trying to find + * the shortest path. One way to do this is with an ordered + * queue, and a simple way to visualize an ordered queue is as + * a set of stacks, each stack being marked with the distance + * of each pixel in the stack from the start. We place the + * start pixel in stack 0, pop it, and process its 4 children. + * Each pixel is given a distance that is incremented from that + * of its parent 0 in this case, depending on if it is a wall + * pixel or not. That value may be recorded on a distance map, + * according to the algorithm below. For children of the first + * pixel, those not on a wall go in stack 1, and wall + * children go in stack 3. Stack 0 being emptied, the process + * then continues with pixels being popped from stack 1. + * Here is the algorithm for each child pixel. The pixel's + * distance value, were it to be placed on a stack, is compared + * with the value for it that is on the distance map. There + * are three possible cases: + * 1 If the pixel has not yet been registered, it is pushed + * on its stack and the distance is written to the map. + * 2 If it has previously been registered with a higher distance, + * the distance on the map is relaxed to that of the + * current pixel, which is then placed on its stack. + * 3 If it has previously been registered with an equal + * or lower value, the pixel is discarded. + * The pixels are popped and processed successively from + * stack 1, and when stack 1 is empty, popping starts on stack 2. + * This continues until the destination pixel is popped off + * a stack. The minimum path is then derived from the distance map, + * going back from the end point as before. This is just Dijkstra's + * algorithm for a directed graph; here, the underlying graph + * consisting of the pixels and four edges connecting each pixel + * to its 4-neighbor is a special case of a directed graph, where + * each edge is bi-directional. The implementation of this generalized + * maze search is left as an exercise to the reader. + * + * Let's generalize a bit further. Suppose the "maze" is just + * a grayscale image -- think of it as an elevation map. The cost + * of moving on this surface depends on the height, or the gradient, + * or whatever you want. All that is required is that the cost + * is specified and non-negative on each link between adjacent + * pixels. Now the problem becomes: find the least cost path + * moving on this surface between two specified end points. + * For example, if the cost across an edge between two pixels + * depends on the "gradient", you can use: + * cost = 1 + L_ABSdeltaV + * where deltaV is the difference in value between two adjacent + * pixels. If the costs are all integers, we can still use an array + * of stacks to avoid ordering the queue e.g., by using a heap sort. + * This is a neat problem, because you don't even have to build a + * maze -- you can can use it on any grayscale image! + * + * Rather than using an array of stacks, a more practical + * approach is to implement with a priority queue, which is + * a queue that is sorted so that the elements with the largest + * or smallest key values always come off first. The + * priority queue is efficiently implemented as a heap, and + * this is how we do it. Suppose you run the algorithm + * using a priority queue, doing the bookkeeping with an + * auxiliary image data structure that saves the distance of + * each pixel put on the queue as before, according to the method + * described above. We implement it as a 2-way choice by + * initializing the distance array to a large value and putting + * a pixel on the queue if its distance is less than the value + * found on the array. When you finally pop the end pixel from + * the queue, you're done, and you can trace the path backward, + * either always going downhill or using an auxiliary image to + * give you the direction to go at each step. This is implemented + * here in searchGrayMaze. + * + * Do we really have to use a sorted queue? Can we solve this + * generalized maze with an unsorted queue of pixels? Or even + * an unsorted stack, doing a depth-first search (DFS)? + * Consider a different algorithm for this generalized maze, where + * we travel again breadth first, but this time use a single, + * unsorted queue. An auxiliary image is used as before to + * store the distances and to determine if pixels get pushed + * on the stack or dropped. As before, we must allow pixels + * to be revisited, with relaxation of the distance if a shorter + * path arrives later. As a result, we will in general have + * multiple instances of the same pixel on the stack with different + * distances. However, because the queue is not ordered, some of + * these pixels will be popped when another instance with a lower + * distance is still on the stack. Here, we're just popping them + * in the order they go on, rather than setting up a priority + * based on minimum distance. Thus, unlike the priority queue, + * when a pixel is popped we have to check the distance map to + * see if a pixel with a lower distance has been put on the queue, + * and, if so, we discard the pixel we just popped. So the + * "while" loop looks like this: + * ~ pop a pixel from the queue + * ~ check its distance against the distance stored in the + * distance map; if larger, discard + * ~ otherwise, for each of its neighbors: + * ~ compute its distance from the start pixel + * ~ compare this distance with that on the distance map: + * ~ if the distance map value higher, relax the distance + * and push the pixel on the queue + * ~ if the distance map value is lower, discard the pixel + * + * How does this loop terminate? Before, with an ordered queue, + * it terminates when you pop the end pixel. But with an unordered + * queue or stack, the first time you hit the end pixel, the + * distance is not guaranteed to be correct, because the pixels + * along the shortest path may not have yet been visited and relaxed. + * Because the shortest path can theoretically go anywhere, + * we must keep going. How do we know when to stop? Dijkstra + * uses an ordered queue to systematically remove nodes from + * further consideration. Each time a pixel is popped, we're + * done with it; it's "finalized" in the Dijkstra sense because + * we know the shortest path to it. However, with an unordered + * queue, the brute force answer is: stop when the queue + * or stack is empty, because then every pixel in the image + * has been assigned its minimum "distance" from the start pixel. + * + * This is similar to the situation when you use a stack for the + * simpler uniform-step problem: with breadth-first search BFS + * the pixels on the queue are automatically ordered, so you are + * done when you locate the end pixel as a neighbor of a popped pixel; + * whereas depth-first search DFS, using a stack, requires, + * in general, a search of every accessible pixel. Further, if + * a pixel is revisited with a smaller distance, that distance is + * recorded and the pixel is put on the stack again. + * + * But surely, you ask, can't we stop sooner? What if the + * start and end pixels are very close to each other? + * OK, suppose they are, and you have very high walls and a + * long snaking level path that is actually the minimum cost. + * That long path can wind back and forth across the entire + * maze many times before ending up at the end point, which + * could be just over a wall from the start. With the unordered + * queue, you very quickly get a high distance for the end + * pixel, which will be relaxed to the minimum distance only + * after all the pixels of the path have been visited and placed + * on the queue, multiple times for many of them. So that's the + * price for not ordering the queue! + */ +PTA * +pixSearchGrayMaze(PIX *pixs, + l_int32 xi, + l_int32 yi, + l_int32 xf, + l_int32 yf, + PIX **ppixd) +{ +l_int32 x, y, w, h, d; +l_uint32 val, valr, vals, rpixel, gpixel, bpixel; +void **lines8, **liner32, **linep8; +l_int32 cost, dist, distparent, sival, sivals; +MAZEEL *el, *elp; +PIX *pixd; /* optionally plot the path on this RGB version of pixs */ +PIX *pixr; /* for bookkeeping, to indicate the minimum distance */ + /* to pixels already visited */ +PIX *pixp; /* for bookkeeping, to indicate direction to parent */ +L_HEAP *lh; +PTA *pta; + + PROCNAME("pixSearchGrayMaze"); + + if (ppixd) *ppixd = NULL; + if (!pixs) + return (PTA *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 8) + return (PTA *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (xi <= 0 || xi >= w) + return (PTA *)ERROR_PTR("xi not valid", procName, NULL); + if (yi <= 0 || yi >= h) + return (PTA *)ERROR_PTR("yi not valid", procName, NULL); + pixd = NULL; + pta = NULL; + + /* Allocate stuff */ + pixr = pixCreate(w, h, 32); + pixSetAll(pixr); /* initialize to max value */ + pixp = pixCreate(w, h, 8); /* direction to parent stored as enum val */ + lines8 = pixGetLinePtrs(pixs, NULL); + linep8 = pixGetLinePtrs(pixp, NULL); + liner32 = pixGetLinePtrs(pixr, NULL); + lh = lheapCreate(0, L_SORT_INCREASING); /* always remove closest pixels */ + + /* Prime the heap with the first pixel */ + pixGetPixel(pixs, xi, yi, &val); + el = mazeelCreate(xi, yi, 0); /* don't need direction here */ + el->distance = 0; + pixGetPixel(pixs, xi, yi, &val); + el->val = val; + pixSetPixel(pixr, xi, yi, 0); /* distance is 0 */ + lheapAdd(lh, el); + + /* Breadth-first search with priority queue (implemented by + a heap), labeling direction to parents in pixp and minimum + distance to visited pixels in pixr. Stop when we pull + the destination point (xf, yf) off the queue. */ + while (lheapGetCount(lh) > 0) { + elp = (MAZEEL *)lheapRemove(lh); + if (!elp) { + L_ERROR("heap broken!!\n", procName); + goto cleanup_stuff; + } + x = elp->x; + y = elp->y; + if (x == xf && y == yf) { /* exit condition */ + LEPT_FREE(elp); + break; + } + distparent = (l_int32)elp->distance; + val = elp->val; + sival = val; + + if (x > 0) { /* check to west */ + vals = GET_DATA_BYTE(lines8[y], x - 1); + valr = GET_DATA_FOUR_BYTES(liner32[y], x - 1); + sivals = (l_int32)vals; + cost = 1 + L_ABS(sivals - sival); /* cost to move to this pixel */ + dist = distparent + cost; + if (dist < valr) { /* shortest path so far to this pixel */ + SET_DATA_FOUR_BYTES(liner32[y], x - 1, dist); /* new dist */ + SET_DATA_BYTE(linep8[y], x - 1, DIR_EAST); /* parent to E */ + el = mazeelCreate(x - 1, y, 0); + el->val = vals; + el->distance = dist; + lheapAdd(lh, el); + } + } + if (y > 0) { /* check north */ + vals = GET_DATA_BYTE(lines8[y - 1], x); + valr = GET_DATA_FOUR_BYTES(liner32[y - 1], x); + sivals = (l_int32)vals; + cost = 1 + L_ABS(sivals - sival); /* cost to move to this pixel */ + dist = distparent + cost; + if (dist < valr) { /* shortest path so far to this pixel */ + SET_DATA_FOUR_BYTES(liner32[y - 1], x, dist); /* new dist */ + SET_DATA_BYTE(linep8[y - 1], x, DIR_SOUTH); /* parent to S */ + el = mazeelCreate(x, y - 1, 0); + el->val = vals; + el->distance = dist; + lheapAdd(lh, el); + } + } + if (x < w - 1) { /* check east */ + vals = GET_DATA_BYTE(lines8[y], x + 1); + valr = GET_DATA_FOUR_BYTES(liner32[y], x + 1); + sivals = (l_int32)vals; + cost = 1 + L_ABS(sivals - sival); /* cost to move to this pixel */ + dist = distparent + cost; + if (dist < valr) { /* shortest path so far to this pixel */ + SET_DATA_FOUR_BYTES(liner32[y], x + 1, dist); /* new dist */ + SET_DATA_BYTE(linep8[y], x + 1, DIR_WEST); /* parent to W */ + el = mazeelCreate(x + 1, y, 0); + el->val = vals; + el->distance = dist; + lheapAdd(lh, el); + } + } + if (y < h - 1) { /* check south */ + vals = GET_DATA_BYTE(lines8[y + 1], x); + valr = GET_DATA_FOUR_BYTES(liner32[y + 1], x); + sivals = (l_int32)vals; + cost = 1 + L_ABS(sivals - sival); /* cost to move to this pixel */ + dist = distparent + cost; + if (dist < valr) { /* shortest path so far to this pixel */ + SET_DATA_FOUR_BYTES(liner32[y + 1], x, dist); /* new dist */ + SET_DATA_BYTE(linep8[y + 1], x, DIR_NORTH); /* parent to N */ + el = mazeelCreate(x, y + 1, 0); + el->val = vals; + el->distance = dist; + lheapAdd(lh, el); + } + } + LEPT_FREE(elp); + } + + lheapDestroy(&lh, TRUE); + + if (ppixd) { + pixd = pixConvert8To32(pixs); + *ppixd = pixd; + } + composeRGBPixel(255, 0, 0, &rpixel); /* start point */ + composeRGBPixel(0, 255, 0, &gpixel); + composeRGBPixel(0, 0, 255, &bpixel); /* end point */ + + x = xf; + y = yf; + pta = ptaCreate(0); + while (1) { /* write path onto pixd */ + ptaAddPt(pta, x, y); + if (x == xi && y == yi) + break; + if (pixd) + pixSetPixel(pixd, x, y, gpixel); + pixGetPixel(pixp, x, y, &val); + if (val == DIR_NORTH) + y--; + else if (val == DIR_SOUTH) + y++; + else if (val == DIR_EAST) + x++; + else if (val == DIR_WEST) + x--; + pixGetPixel(pixr, x, y, &val); + +#if DEBUG_PATH + fprintf(stderr, "(x,y) = (%d, %d); dist = %d\n", x, y, val); +#endif /* DEBUG_PATH */ + + } + if (pixd) { + pixSetPixel(pixd, xi, yi, rpixel); + pixSetPixel(pixd, xf, yf, bpixel); + } + +cleanup_stuff: + lheapDestroy(&lh, TRUE); + pixDestroy(&pixp); + pixDestroy(&pixr); + LEPT_FREE(lines8); + LEPT_FREE(linep8); + LEPT_FREE(liner32); + return pta; +} diff --git a/3rdparty/hgOCR/leptonica/morph.c b/3rdparty/hgOCR/leptonica/morph.c new file mode 100644 index 00000000..8a0d6741 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/morph.c @@ -0,0 +1,1822 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file morph.c + * 
+ *
+ *     Generic binary morphological ops implemented with rasterop
+ *         PIX     *pixDilate()
+ *         PIX     *pixErode()
+ *         PIX     *pixHMT()
+ *         PIX     *pixOpen()
+ *         PIX     *pixClose()
+ *         PIX     *pixCloseSafe()
+ *         PIX     *pixOpenGeneralized()
+ *         PIX     *pixCloseGeneralized()
+ *
+ *     Binary morphological (raster) ops with brick Sels
+ *         PIX     *pixDilateBrick()
+ *         PIX     *pixErodeBrick()
+ *         PIX     *pixOpenBrick()
+ *         PIX     *pixCloseBrick()
+ *         PIX     *pixCloseSafeBrick()
+ *
+ *     Binary composed morphological (raster) ops with brick Sels
+ *         l_int32  selectComposableSels()
+ *         l_int32  selectComposableSizes()
+ *         PIX     *pixDilateCompBrick()
+ *         PIX     *pixErodeCompBrick()
+ *         PIX     *pixOpenCompBrick()
+ *         PIX     *pixCloseCompBrick()
+ *         PIX     *pixCloseSafeCompBrick()
+ *
+ *     Functions associated with boundary conditions
+ *         void     resetMorphBoundaryCondition()
+ *         l_int32  getMorphBorderPixelColor()
+ *
+ *     Static helpers for arg processing
+ *         static PIX     *processMorphArgs1()
+ *         static PIX     *processMorphArgs2()
+ *
+ *  You are provided with many simple ways to do binary morphology.
+ *  In particular, if you are using brick Sels, there are six
+ *  convenient methods, all specially tailored for separable operations
+ *  on brick Sels.  A "brick" Sel is a Sel that is a rectangle
+ *  of solid SEL_HITs with the origin at or near the center.
+ *  Note that a brick Sel can have one dimension of size 1.
+ *  This is very common.  All the brick Sel operations are
+ *  separable, meaning the operation is done first in the horizontal
+ *  direction and then in the vertical direction.  If one of the
+ *  dimensions is 1, this is a special case where the operation is
+ *  only performed in the other direction.
+ *
+ *  These six brick Sel methods are enumerated as follows:
+ *
+ *  (1) Brick Sels: pix*Brick(), where * = {Dilate, Erode, Open, Close}.
+ *      These are separable rasterop implementations.  The Sels are
+ *      automatically generated, used, and destroyed at the end.
+ *      You can get the result as a new Pix, in-place back into the src Pix,
+ *      or written to another existing Pix.
+ *
+ *  (2) Brick Sels: pix*CompBrick(), where * = {Dilate, Erode, Open, Close}.
+ *      These are separable, 2-way composite, rasterop implementations.
+ *      The Sels are automatically generated, used, and destroyed at the end.
+ *      You can get the result as a new Pix, in-place back into the src Pix,
+ *      or written to another existing Pix.  For large Sels, these are
+ *      considerably faster than the corresponding pix*Brick() functions.
+ *      N.B.:  The size of the Sels that are actually used are typically
+ *      close to, but not exactly equal to, the size input to the function.
+ *
+ *  (3) Brick Sels: pix*BrickDwa(), where * = {Dilate, Erode, Open, Close}.
+ *      These are separable dwa (destination word accumulation)
+ *      implementations.  They use auto-gen'd dwa code.  You can get
+ *      the result as a new Pix, in-place back into the src Pix,
+ *      or written to another existing Pix.  This is typically
+ *      about 3x faster than the analogous rasterop pix*Brick()
+ *      function, but it has the limitation that the Sel size must
+ *      be less than 63.  This is pre-set to work on a number
+ *      of pre-generated Sels.  If you want to use other Sels, the
+ *      code can be auto-gen'd for them; see the instructions in morphdwa.c.
+ *
+ *  (4) Same as (1), but you run it through pixMorphSequence(), with
+ *      the sequence string either compiled in or generated using snprintf.
+ *      All intermediate images and Sels are created, used and destroyed.
+ *      You always get the result as a new Pix.  For example, you can
+ *      specify a separable 11 x 17 brick opening as "o11.17",
+ *      or you can specify the horizontal and vertical operations
+ *      explicitly as "o11.1 + o1.11".  See morphseq.c for details.
+ *
+ *  (5) Same as (2), but you run it through pixMorphCompSequence(), with
+ *      the sequence string either compiled in or generated using snprintf.
+ *      All intermediate images and Sels are created, used and destroyed.
+ *      You always get the result as a new Pix.  See morphseq.c for details.
+ *
+ *  (6) Same as (3), but you run it through pixMorphSequenceDwa(), with
+ *      the sequence string either compiled in or generated using snprintf.
+ *      All intermediate images and Sels are created, used and destroyed.
+ *      You always get the result as a new Pix.  See morphseq.c for details.
+ *
+ *  If you are using Sels that are not bricks, you have two choices:
+ *      (a) simplest: use the basic rasterop implementations (pixDilate(), ...)
+ *      (b) fastest: generate the destination word accumumlation (dwa)
+ *          code for your Sels and compile it with the library.
+ *
+ *      For an example, see flipdetect.c, which gives implementations
+ *      using hit-miss Sels with both the rasterop and dwa versions.
+ *      For the latter, the dwa code resides in fliphmtgen.c, and it
+ *      was generated by prog/flipselgen.c.  Both the rasterop and dwa
+ *      implementations are tested by prog/fliptest.c.
+ *
+ *  A global constant MORPH_BC is used to set the boundary conditions
+ *  for rasterop-based binary morphology.  MORPH_BC, in morph.c,
+ *  is set by default to ASYMMETRIC_MORPH_BC for a non-symmetric
+ *  convention for boundary pixels in dilation and erosion:
+ *      All pixels outside the image are assumed to be OFF
+ *      for both dilation and erosion.
+ *  To use a symmetric definition, see comments in pixErode()
+ *  and reset MORPH_BC to SYMMETRIC_MORPH_BC, using
+ *  resetMorphBoundaryCondition().
+ *
+ *  Boundary artifacts are possible in closing when the non-symmetric
+ *  boundary conditions are used, because foreground pixels very close
+ *  to the edge can be removed.  This can be avoided by using either
+ *  the symmetric boundary conditions or the function pixCloseSafe(),
+ *  which adds a border before the operation and removes it afterwards.
+ *
+ *  The hit-miss transform (HMT) is the bit-and of 2 erosions:
+ *     (erosion of the src by the hits)  &  (erosion of the bit-inverted
+ *                                           src by the misses)
+ *
+ *  The 'generalized opening' is an HMT followed by a dilation that uses
+ *  only the hits of the hit-miss Sel.
+ *  The 'generalized closing' is a dilation (again, with the hits
+ *  of a hit-miss Sel), followed by the HMT.
+ *  Both of these 'generalized' functions are idempotent.
+ *
+ *  These functions are extensively tested in prog/binmorph1_reg.c,
+ *  prog/binmorph2_reg.c, and prog/binmorph3_reg.c.
+ *
+ */ + +#include +#include "allheaders.h" + + /* Global constant; initialized here; must be declared extern + * in other files to access it directly. However, in most + * cases that is not necessary, because it can be reset + * using resetMorphBoundaryCondition(). */ +LEPT_DLL l_int32 MORPH_BC = ASYMMETRIC_MORPH_BC; + + /* We accept this cost in extra rasterops for decomposing exactly. */ +static const l_int32 ACCEPTABLE_COST = 5; + + /* Static helpers for arg processing */ +static PIX * processMorphArgs1(PIX *pixd, PIX *pixs, SEL *sel, PIX **ppixt); +static PIX * processMorphArgs2(PIX *pixd, PIX *pixs, SEL *sel); + + +/*-----------------------------------------------------------------* + * Generic binary morphological ops implemented with rasterop * + *-----------------------------------------------------------------*/ +/*! + * \brief pixDilate() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) This dilates src using hits in Sel.
+ *      (2) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (3) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixDilate(NULL, pixs, ...);
+ *          (b) pixDilate(pixs, pixs, ...);
+ *          (c) pixDilate(pixd, pixs, ...);
+ *      (4) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixDilate(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +l_int32 i, j, w, h, sx, sy, cx, cy, seldata; +PIX *pixt; + + PROCNAME("pixDilate"); + + if ((pixd = processMorphArgs1(pixd, pixs, sel, &pixt)) == NULL) + return (PIX *)ERROR_PTR("processMorphArgs1 failed", procName, pixd); + + pixGetDimensions(pixs, &w, &h, NULL); + selGetParameters(sel, &sy, &sx, &cy, &cx); + pixClearAll(pixd); + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + seldata = sel->data[i][j]; + if (seldata == 1) { /* src | dst */ + pixRasterop(pixd, j - cx, i - cy, w, h, PIX_SRC | PIX_DST, + pixt, 0, 0); + } + } + } + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixErode() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) This erodes src using hits in Sel.
+ *      (2) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (3) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixErode(NULL, pixs, ...);
+ *          (b) pixErode(pixs, pixs, ...);
+ *          (c) pixErode(pixd, pixs, ...);
+ *      (4) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixErode(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +l_int32 i, j, w, h, sx, sy, cx, cy, seldata; +l_int32 xp, yp, xn, yn; +PIX *pixt; + + PROCNAME("pixErode"); + + if ((pixd = processMorphArgs1(pixd, pixs, sel, &pixt)) == NULL) + return (PIX *)ERROR_PTR("processMorphArgs1 failed", procName, pixd); + + pixGetDimensions(pixs, &w, &h, NULL); + selGetParameters(sel, &sy, &sx, &cy, &cx); + pixSetAll(pixd); + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + seldata = sel->data[i][j]; + if (seldata == 1) { /* src & dst */ + pixRasterop(pixd, cx - j, cy - i, w, h, PIX_SRC & PIX_DST, + pixt, 0, 0); + } + } + } + + /* Clear near edges. We do this for the asymmetric boundary + * condition convention that implements erosion assuming all + * pixels surrounding the image are OFF. If you use a + * use a symmetric b.c. convention, where the erosion is + * implemented assuming pixels surrounding the image + * are ON, these operations are omitted. */ + if (MORPH_BC == ASYMMETRIC_MORPH_BC) { + selFindMaxTranslations(sel, &xp, &yp, &xn, &yn); + if (xp > 0) + pixRasterop(pixd, 0, 0, xp, h, PIX_CLR, NULL, 0, 0); + if (xn > 0) + pixRasterop(pixd, w - xn, 0, xn, h, PIX_CLR, NULL, 0, 0); + if (yp > 0) + pixRasterop(pixd, 0, 0, w, yp, PIX_CLR, NULL, 0, 0); + if (yn > 0) + pixRasterop(pixd, 0, h - yn, w, yn, PIX_CLR, NULL, 0, 0); + } + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixHMT() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) The hit-miss transform erodes the src, using both hits
+ *          and misses in the Sel.  It ANDs the shifted src for hits
+ *          and ANDs the inverted shifted src for misses.
+ *      (2) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (3) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixHMT(NULL, pixs, ...);
+ *          (b) pixHMT(pixs, pixs, ...);
+ *          (c) pixHMT(pixd, pixs, ...);
+ *      (4) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixHMT(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +l_int32 i, j, w, h, sx, sy, cx, cy, firstrasterop, seldata; +l_int32 xp, yp, xn, yn; +PIX *pixt; + + PROCNAME("pixHMT"); + + if ((pixd = processMorphArgs1(pixd, pixs, sel, &pixt)) == NULL) + return (PIX *)ERROR_PTR("processMorphArgs1 failed", procName, pixd); + + pixGetDimensions(pixs, &w, &h, NULL); + selGetParameters(sel, &sy, &sx, &cy, &cx); + firstrasterop = TRUE; + for (i = 0; i < sy; i++) { + for (j = 0; j < sx; j++) { + seldata = sel->data[i][j]; + if (seldata == 1) { /* hit */ + if (firstrasterop == TRUE) { /* src only */ + pixClearAll(pixd); + pixRasterop(pixd, cx - j, cy - i, w, h, PIX_SRC, + pixt, 0, 0); + firstrasterop = FALSE; + } else { /* src & dst */ + pixRasterop(pixd, cx - j, cy - i, w, h, PIX_SRC & PIX_DST, + pixt, 0, 0); + } + } else if (seldata == 2) { /* miss */ + if (firstrasterop == TRUE) { /* ~src only */ + pixSetAll(pixd); + pixRasterop(pixd, cx - j, cy - i, w, h, PIX_NOT(PIX_SRC), + pixt, 0, 0); + firstrasterop = FALSE; + } else { /* ~src & dst */ + pixRasterop(pixd, cx - j, cy - i, w, h, + PIX_NOT(PIX_SRC) & PIX_DST, + pixt, 0, 0); + } + } + } + } + + /* Clear near edges */ + selFindMaxTranslations(sel, &xp, &yp, &xn, &yn); + if (xp > 0) + pixRasterop(pixd, 0, 0, xp, h, PIX_CLR, NULL, 0, 0); + if (xn > 0) + pixRasterop(pixd, w - xn, 0, xn, h, PIX_CLR, NULL, 0, 0); + if (yp > 0) + pixRasterop(pixd, 0, 0, w, yp, PIX_CLR, NULL, 0, 0); + if (yn > 0) + pixRasterop(pixd, 0, h - yn, w, yn, PIX_CLR, NULL, 0, 0); + + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixOpen() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Generic morphological opening, using hits in the Sel.
+ *      (2) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (3) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixOpen(NULL, pixs, ...);
+ *          (b) pixOpen(pixs, pixs, ...);
+ *          (c) pixOpen(pixd, pixs, ...);
+ *      (4) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixOpen(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +PIX *pixt; + + PROCNAME("pixOpen"); + + if ((pixd = processMorphArgs2(pixd, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixd not returned", procName, pixd); + + if ((pixt = pixErode(NULL, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + pixDilate(pixd, pixt, sel); + pixDestroy(&pixt); + + return pixd; +} + + +/*! + * \brief pixClose() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Generic morphological closing, using hits in the Sel.
+ *      (2) This implementation is a strict dual of the opening if
+ *          symmetric boundary conditions are used (see notes at top
+ *          of this file).
+ *      (3) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (4) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixClose(NULL, pixs, ...);
+ *          (b) pixClose(pixs, pixs, ...);
+ *          (c) pixClose(pixd, pixs, ...);
+ *      (5) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixClose(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +PIX *pixt; + + PROCNAME("pixClose"); + + if ((pixd = processMorphArgs2(pixd, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixd not returned", procName, pixd); + + if ((pixt = pixDilate(NULL, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + pixErode(pixd, pixt, sel); + pixDestroy(&pixt); + + return pixd; +} + + +/*! + * \brief pixCloseSafe() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Generic morphological closing, using hits in the Sel.
+ *      (2) If non-symmetric boundary conditions are used, this
+ *          function adds a border of OFF pixels that is of
+ *          sufficient size to avoid losing pixels from the dilation,
+ *          and it removes the border after the operation is finished.
+ *          It thus enforces a correct extensive result for closing.
+ *      (3) If symmetric b.c. are used, it is not necessary to add
+ *          and remove this border.
+ *      (4) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (5) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseSafe(NULL, pixs, ...);
+ *          (b) pixCloseSafe(pixs, pixs, ...);
+ *          (c) pixCloseSafe(pixd, pixs, ...);
+ *      (6) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixCloseSafe(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +l_int32 xp, yp, xn, yn, xmax, xbord; +PIX *pixt1, *pixt2; + + PROCNAME("pixCloseSafe"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (!sel) + return (PIX *)ERROR_PTR("sel not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + + /* Symmetric b.c. handles correctly without added pixels */ + if (MORPH_BC == SYMMETRIC_MORPH_BC) + return pixClose(pixd, pixs, sel); + + selFindMaxTranslations(sel, &xp, &yp, &xn, &yn); + xmax = L_MAX(xp, xn); + xbord = 32 * ((xmax + 31) / 32); /* full 32 bit words */ + + if ((pixt1 = pixAddBorderGeneral(pixs, xbord, xbord, yp, yn, 0)) == NULL) + return (PIX *)ERROR_PTR("pixt1 not made", procName, pixd); + pixClose(pixt1, pixt1, sel); + if ((pixt2 = pixRemoveBorderGeneral(pixt1, xbord, xbord, yp, yn)) == NULL) + return (PIX *)ERROR_PTR("pixt2 not made", procName, pixd); + pixDestroy(&pixt1); + + if (!pixd) + return pixt2; + + pixCopy(pixd, pixt2); + pixDestroy(&pixt2); + return pixd; +} + + +/*! + * \brief pixOpenGeneralized() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Generalized morphological opening, using both hits and
+ *          misses in the Sel.
+ *      (2) This does a hit-miss transform, followed by a dilation
+ *          using the hits.
+ *      (3) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (4) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixOpenGeneralized(NULL, pixs, ...);
+ *          (b) pixOpenGeneralized(pixs, pixs, ...);
+ *          (c) pixOpenGeneralized(pixd, pixs, ...);
+ *      (5) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixOpenGeneralized(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +PIX *pixt; + + PROCNAME("pixOpenGeneralized"); + + if ((pixd = processMorphArgs2(pixd, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixd not returned", procName, pixd); + + if ((pixt = pixHMT(NULL, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + pixDilate(pixd, pixt, sel); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixCloseGeneralized() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Generalized morphological closing, using both hits and
+ *          misses in the Sel.
+ *      (2) This does a dilation using the hits, followed by a
+ *          hit-miss transform.
+ *      (3) This operation is a dual of the generalized opening.
+ *      (4) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (5) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseGeneralized(NULL, pixs, ...);
+ *          (b) pixCloseGeneralized(pixs, pixs, ...);
+ *          (c) pixCloseGeneralized(pixd, pixs, ...);
+ *      (6) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixCloseGeneralized(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +PIX *pixt; + + PROCNAME("pixCloseGeneralized"); + + if ((pixd = processMorphArgs2(pixd, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixd not returned", procName, pixd); + + if ((pixt = pixDilate(NULL, pixs, sel)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + pixHMT(pixd, pixt, sel); + pixDestroy(&pixt); + + return pixd; +} + + +/*-----------------------------------------------------------------* + * Binary morphological (raster) ops with brick Sels * + *-----------------------------------------------------------------*/ +/*! + * \brief pixDilateBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do separably if both hsize and vsize are > 1.
+ *      (4) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (5) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixDilateBrick(NULL, pixs, ...);
+ *          (b) pixDilateBrick(pixs, pixs, ...);
+ *          (c) pixDilateBrick(pixd, pixs, ...);
+ *      (6) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixDilateBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; +SEL *sel, *selh, *selv; + + PROCNAME("pixDilateBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize == 1 || vsize == 1) { /* no intermediate result */ + sel = selCreateBrick(vsize, hsize, vsize / 2, hsize / 2, SEL_HIT); + pixd = pixDilate(pixd, pixs, sel); + selDestroy(&sel); + } else { + selh = selCreateBrick(1, hsize, 0, hsize / 2, SEL_HIT); + selv = selCreateBrick(vsize, 1, vsize / 2, 0, SEL_HIT); + pixt = pixDilate(NULL, pixs, selh); + pixd = pixDilate(pixd, pixt, selv); + pixDestroy(&pixt); + selDestroy(&selh); + selDestroy(&selv); + } + + return pixd; +} + + +/*! + * \brief pixErodeBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do separably if both hsize and vsize are > 1.
+ *      (4) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (5) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixErodeBrick(NULL, pixs, ...);
+ *          (b) pixErodeBrick(pixs, pixs, ...);
+ *          (c) pixErodeBrick(pixd, pixs, ...);
+ *      (6) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixErodeBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; +SEL *sel, *selh, *selv; + + PROCNAME("pixErodeBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize == 1 || vsize == 1) { /* no intermediate result */ + sel = selCreateBrick(vsize, hsize, vsize / 2, hsize / 2, SEL_HIT); + pixd = pixErode(pixd, pixs, sel); + selDestroy(&sel); + } else { + selh = selCreateBrick(1, hsize, 0, hsize / 2, SEL_HIT); + selv = selCreateBrick(vsize, 1, vsize / 2, 0, SEL_HIT); + pixt = pixErode(NULL, pixs, selh); + pixd = pixErode(pixd, pixt, selv); + pixDestroy(&pixt); + selDestroy(&selh); + selDestroy(&selv); + } + + return pixd; +} + + +/*! + * \brief pixOpenBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do separably if both hsize and vsize are > 1.
+ *      (4) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (5) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixOpenBrick(NULL, pixs, ...);
+ *          (b) pixOpenBrick(pixs, pixs, ...);
+ *          (c) pixOpenBrick(pixd, pixs, ...);
+ *      (6) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixOpenBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; +SEL *sel, *selh, *selv; + + PROCNAME("pixOpenBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize == 1 || vsize == 1) { /* no intermediate result */ + sel = selCreateBrick(vsize, hsize, vsize / 2, hsize / 2, SEL_HIT); + pixd = pixOpen(pixd, pixs, sel); + selDestroy(&sel); + } else { /* do separably */ + selh = selCreateBrick(1, hsize, 0, hsize / 2, SEL_HIT); + selv = selCreateBrick(vsize, 1, vsize / 2, 0, SEL_HIT); + pixt = pixErode(NULL, pixs, selh); + pixd = pixErode(pixd, pixt, selv); + pixDilate(pixt, pixd, selh); + pixDilate(pixd, pixt, selv); + pixDestroy(&pixt); + selDestroy(&selh); + selDestroy(&selv); + } + + return pixd; +} + + +/*! + * \brief pixCloseBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do separably if both hsize and vsize are > 1.
+ *      (4) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (5) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseBrick(NULL, pixs, ...);
+ *          (b) pixCloseBrick(pixs, pixs, ...);
+ *          (c) pixCloseBrick(pixd, pixs, ...);
+ *      (6) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixCloseBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; +SEL *sel, *selh, *selv; + + PROCNAME("pixCloseBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize == 1 || vsize == 1) { /* no intermediate result */ + sel = selCreateBrick(vsize, hsize, vsize / 2, hsize / 2, SEL_HIT); + pixd = pixClose(pixd, pixs, sel); + selDestroy(&sel); + } else { /* do separably */ + selh = selCreateBrick(1, hsize, 0, hsize / 2, SEL_HIT); + selv = selCreateBrick(vsize, 1, vsize / 2, 0, SEL_HIT); + pixt = pixDilate(NULL, pixs, selh); + pixd = pixDilate(pixd, pixt, selv); + pixErode(pixt, pixd, selh); + pixErode(pixd, pixt, selv); + pixDestroy(&pixt); + selDestroy(&selh); + selDestroy(&selv); + } + + return pixd; +} + + +/*! + * \brief pixCloseSafeBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do separably if both hsize and vsize are > 1.
+ *      (4) Safe closing adds a border of 0 pixels, of sufficient size so
+ *          that all pixels in input image are processed within
+ *          32-bit words in the expanded image.  As a result, there is
+ *          no special processing for pixels near the boundary, and there
+ *          are no boundary effects.  The border is removed at the end.
+ *      (5) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (6) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseBrick(NULL, pixs, ...);
+ *          (b) pixCloseBrick(pixs, pixs, ...);
+ *          (c) pixCloseBrick(pixd, pixs, ...);
+ *      (7) The size of the result is determined by pixs.
+ *
+ */ +PIX * +pixCloseSafeBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 maxtrans, bordsize; +PIX *pixsb, *pixt, *pixdb; +SEL *sel, *selh, *selv; + + PROCNAME("pixCloseSafeBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + /* Symmetric b.c. handles correctly without added pixels */ + if (MORPH_BC == SYMMETRIC_MORPH_BC) + return pixCloseBrick(pixd, pixs, hsize, vsize); + + maxtrans = L_MAX(hsize / 2, vsize / 2); + bordsize = 32 * ((maxtrans + 31) / 32); /* full 32 bit words */ + pixsb = pixAddBorder(pixs, bordsize, 0); + + if (hsize == 1 || vsize == 1) { /* no intermediate result */ + sel = selCreateBrick(vsize, hsize, vsize / 2, hsize / 2, SEL_HIT); + pixdb = pixClose(NULL, pixsb, sel); + selDestroy(&sel); + } else { /* do separably */ + selh = selCreateBrick(1, hsize, 0, hsize / 2, SEL_HIT); + selv = selCreateBrick(vsize, 1, vsize / 2, 0, SEL_HIT); + pixt = pixDilate(NULL, pixsb, selh); + pixdb = pixDilate(NULL, pixt, selv); + pixErode(pixt, pixdb, selh); + pixErode(pixdb, pixt, selv); + pixDestroy(&pixt); + selDestroy(&selh); + selDestroy(&selv); + } + + pixt = pixRemoveBorder(pixdb, bordsize); + pixDestroy(&pixsb); + pixDestroy(&pixdb); + + if (!pixd) { + pixd = pixt; + } else { + pixCopy(pixd, pixt); + pixDestroy(&pixt); + } + + return pixd; +} + + +/*-----------------------------------------------------------------* + * Binary composed morphological (raster) ops with brick Sels * + *-----------------------------------------------------------------*/ +/* \brief selectComposableSels() + * + * \param[in] size of composed sel + * \param[in] direction L_HORIZ, L_VERT + * \param[out] psel1 [optional] contiguous sel; can be null + * \param[out] psel2 [optional] comb sel; can be null + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) When using composable Sels, where the original Sel is
+ *          decomposed into two, the best you can do in terms
+ *          of reducing the computation is by a factor:
+ *
+ *               2 * sqrt(size) / size
+ *
+ *          In practice, you get quite close to this.  E.g.,
+ *
+ *             Sel size     |   Optimum reduction factor
+ *             --------         ------------------------
+ *                36        |          1/3
+ *                64        |          1/4
+ *               144        |          1/6
+ *               256        |          1/8
+ *
+ */ +l_int32 +selectComposableSels(l_int32 size, + l_int32 direction, + SEL **psel1, + SEL **psel2) +{ +l_int32 factor1, factor2; + + PROCNAME("selectComposableSels"); + + if (!psel1 && !psel2) + return ERROR_INT("neither &sel1 nor &sel2 are defined", procName, 1); + if (psel1) *psel1 = NULL; + if (psel2) *psel2 = NULL; + if (size < 1 || size > 250 * 250) + return ERROR_INT("size < 1", procName, 1); + if (direction != L_HORIZ && direction != L_VERT) + return ERROR_INT("invalid direction", procName, 1); + + if (selectComposableSizes(size, &factor1, &factor2)) + return ERROR_INT("factors not found", procName, 1); + + if (psel1) { + if (direction == L_HORIZ) + *psel1 = selCreateBrick(1, factor1, 0, factor1 / 2, SEL_HIT); + else + *psel1 = selCreateBrick(factor1, 1, factor1 / 2 , 0, SEL_HIT); + } + if (psel2) + *psel2 = selCreateComb(factor1, factor2, direction); + return 0; +} + + +/*! + * \brief selectComposableSizes() + * + * \param[in] size of sel to be decomposed + * \param[out] pfactor1 larger factor + * \param[out] pfactor2 smaller factor + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This works for Sel sizes up to 62500, which seems sufficient.
+ *      (2) The composable sel size is typically within +- 1 of
+ *          the requested size.  Up to size = 300, the maximum difference
+ *          is +- 2.
+ *      (3) We choose an overall cost function where the penalty for
+ *          the size difference between input and actual is 4 times
+ *          the penalty for additional rasterops.
+ *      (4) Returned values: factor1 >= factor2
+ *          If size > 1, then factor1 > 1.
+ *
+ */ +l_ok +selectComposableSizes(l_int32 size, + l_int32 *pfactor1, + l_int32 *pfactor2) +{ +l_int32 i, midval, val1, val2m, val2p; +l_int32 index, prodm, prodp; +l_int32 mincost, totcost, rastcostm, rastcostp, diffm, diffp; +l_int32 lowval[256]; +l_int32 hival[256]; +l_int32 rastcost[256]; /* excess in sum of sizes (extra rasterops) */ +l_int32 diff[256]; /* diff between product (sel size) and input size */ + + PROCNAME("selectComposableSizes"); + + if (size < 1 || size > 250 * 250) + return ERROR_INT("size < 1", procName, 1); + if (!pfactor1 || !pfactor2) + return ERROR_INT("&factor1 or &factor2 not defined", procName, 1); + + midval = (l_int32)(sqrt((l_float64)size) + 0.001); + if (midval * midval == size) { + *pfactor1 = *pfactor2 = midval; + return 0; + } + + /* Set up arrays. For each val1, optimize for lowest diff, + * and save the rastcost, the diff, and the two factors. */ + for (val1 = midval + 1, i = 0; val1 > 0; val1--, i++) { + val2m = size / val1; + val2p = val2m + 1; + prodm = val1 * val2m; + prodp = val1 * val2p; + rastcostm = val1 + val2m - 2 * midval; + rastcostp = val1 + val2p - 2 * midval; + diffm = L_ABS(size - prodm); + diffp = L_ABS(size - prodp); + if (diffm <= diffp) { + lowval[i] = L_MIN(val1, val2m); + hival[i] = L_MAX(val1, val2m); + rastcost[i] = rastcostm; + diff[i] = diffm; + } else { + lowval[i] = L_MIN(val1, val2p); + hival[i] = L_MAX(val1, val2p); + rastcost[i] = rastcostp; + diff[i] = diffp; + } + } + + /* Choose the optimum factors; use cost ratio 4 on diff */ + mincost = 10000; + index = 1; /* unimportant initial value */ + for (i = 0; i < midval + 1; i++) { + if (diff[i] == 0 && rastcost[i] < ACCEPTABLE_COST) { + *pfactor1 = hival[i]; + *pfactor2 = lowval[i]; + return 0; + } + totcost = 4 * diff[i] + rastcost[i]; + if (totcost < mincost) { + mincost = totcost; + index = i; + } + } + *pfactor1 = hival[index]; + *pfactor2 = lowval[index]; + + return 0; +} + + +/*! + * \brief pixDilateCompBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do compositely for each dimension > 1.
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (6) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixDilateCompBrick(NULL, pixs, ...);
+ *          (b) pixDilateCompBrick(pixs, pixs, ...);
+ *          (c) pixDilateCompBrick(pixd, pixs, ...);
+ *      (7) The dimensions of the resulting image are determined by pixs.
+ *      (8) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *          but not necessarily equal to it.  It attempts to optimize:
+ *             (a) for consistency with the input values: the product
+ *                 of terms is close to the input size
+ *             (b) for efficiency of the operation: the sum of the
+ *                 terms is small; ideally about twice the square
+ *                 root of the input size.
+ *          So, for example, if the input hsize = 37, which is
+ *          a prime number, the decomposer will break this into two
+ *          terms, 6 and 6, so that the net result is a dilation
+ *          with hsize = 36.
+ *
+ */ +PIX * +pixDilateCompBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pix1, *pix2, *pix3; +SEL *selh1, *selh2, *selv1, *selv2; + + PROCNAME("pixDilateCompBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize > 1) + selectComposableSels(hsize, L_HORIZ, &selh1, &selh2); + if (vsize > 1) + selectComposableSels(vsize, L_VERT, &selv1, &selv2); + + pix1 = pixAddBorder(pixs, 32, 0); + if (vsize == 1) { + pix2 = pixDilate(NULL, pix1, selh1); + pix3 = pixDilate(NULL, pix2, selh2); + } else if (hsize == 1) { + pix2 = pixDilate(NULL, pix1, selv1); + pix3 = pixDilate(NULL, pix2, selv2); + } else { + pix2 = pixDilate(NULL, pix1, selh1); + pix3 = pixDilate(NULL, pix2, selh2); + pixDilate(pix2, pix3, selv1); + pixDilate(pix3, pix2, selv2); + } + pixDestroy(&pix1); + pixDestroy(&pix2); + + if (hsize > 1) { + selDestroy(&selh1); + selDestroy(&selh2); + } + if (vsize > 1) { + selDestroy(&selv1); + selDestroy(&selv2); + } + + pix1 = pixRemoveBorder(pix3, 32); + pixDestroy(&pix3); + if (!pixd) + return pix1; + pixCopy(pixd, pix1); + pixDestroy(&pix1); + return pixd; +} + + +/*! + * \brief pixErodeCompBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do compositely for each dimension > 1.
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (6) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixErodeCompBrick(NULL, pixs, ...);
+ *          (b) pixErodeCompBrick(pixs, pixs, ...);
+ *          (c) pixErodeCompBrick(pixd, pixs, ...);
+ *      (7) The dimensions of the resulting image are determined by pixs.
+ *      (8) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *          but not necessarily equal to it.  It attempts to optimize:
+ *             (a) for consistency with the input values: the product
+ *                 of terms is close to the input size
+ *             (b) for efficiency of the operation: the sum of the
+ *                 terms is small; ideally about twice the square
+ *                 root of the input size.
+ *          So, for example, if the input hsize = 37, which is
+ *          a prime number, the decomposer will break this into two
+ *          terms, 6 and 6, so that the net result is a dilation
+ *          with hsize = 36.
+ *
+ */ +PIX * +pixErodeCompBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; +SEL *selh1, *selh2, *selv1, *selv2; + + PROCNAME("pixErodeCompBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize > 1) + selectComposableSels(hsize, L_HORIZ, &selh1, &selh2); + if (vsize > 1) + selectComposableSels(vsize, L_VERT, &selv1, &selv2); + if (vsize == 1) { + pixt = pixErode(NULL, pixs, selh1); + pixd = pixErode(pixd, pixt, selh2); + } else if (hsize == 1) { + pixt = pixErode(NULL, pixs, selv1); + pixd = pixErode(pixd, pixt, selv2); + } else { + pixt = pixErode(NULL, pixs, selh1); + pixd = pixErode(pixd, pixt, selh2); + pixErode(pixt, pixd, selv1); + pixErode(pixd, pixt, selv2); + } + pixDestroy(&pixt); + + if (hsize > 1) { + selDestroy(&selh1); + selDestroy(&selh2); + } + if (vsize > 1) { + selDestroy(&selv1); + selDestroy(&selv2); + } + + return pixd; +} + + +/*! + * \brief pixOpenCompBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do compositely for each dimension > 1.
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (6) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixOpenCompBrick(NULL, pixs, ...);
+ *          (b) pixOpenCompBrick(pixs, pixs, ...);
+ *          (c) pixOpenCompBrick(pixd, pixs, ...);
+ *      (7) The dimensions of the resulting image are determined by pixs.
+ *      (8) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *          but not necessarily equal to it.  It attempts to optimize:
+ *             (a) for consistency with the input values: the product
+ *                 of terms is close to the input size
+ *             (b) for efficiency of the operation: the sum of the
+ *                 terms is small; ideally about twice the square
+ *                 root of the input size.
+ *          So, for example, if the input hsize = 37, which is
+ *          a prime number, the decomposer will break this into two
+ *          terms, 6 and 6, so that the net result is a dilation
+ *          with hsize = 36.
+ *
+ */ +PIX * +pixOpenCompBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; +SEL *selh1, *selh2, *selv1, *selv2; + + PROCNAME("pixOpenCompBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize > 1) + selectComposableSels(hsize, L_HORIZ, &selh1, &selh2); + if (vsize > 1) + selectComposableSels(vsize, L_VERT, &selv1, &selv2); + if (vsize == 1) { + pixt = pixErode(NULL, pixs, selh1); + pixd = pixErode(pixd, pixt, selh2); + pixDilate(pixt, pixd, selh1); + pixDilate(pixd, pixt, selh2); + } else if (hsize == 1) { + pixt = pixErode(NULL, pixs, selv1); + pixd = pixErode(pixd, pixt, selv2); + pixDilate(pixt, pixd, selv1); + pixDilate(pixd, pixt, selv2); + } else { /* do separably */ + pixt = pixErode(NULL, pixs, selh1); + pixd = pixErode(pixd, pixt, selh2); + pixErode(pixt, pixd, selv1); + pixErode(pixd, pixt, selv2); + pixDilate(pixt, pixd, selh1); + pixDilate(pixd, pixt, selh2); + pixDilate(pixt, pixd, selv1); + pixDilate(pixd, pixt, selv2); + } + pixDestroy(&pixt); + + if (hsize > 1) { + selDestroy(&selh1); + selDestroy(&selh2); + } + if (vsize > 1) { + selDestroy(&selv1); + selDestroy(&selv2); + } + + return pixd; +} + + +/*! + * \brief pixCloseCompBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do compositely for each dimension > 1.
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (6) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseCompBrick(NULL, pixs, ...);
+ *          (b) pixCloseCompBrick(pixs, pixs, ...);
+ *          (c) pixCloseCompBrick(pixd, pixs, ...);
+ *      (7) The dimensions of the resulting image are determined by pixs.
+ *      (8) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *          but not necessarily equal to it.  It attempts to optimize:
+ *             (a) for consistency with the input values: the product
+ *                 of terms is close to the input size
+ *             (b) for efficiency of the operation: the sum of the
+ *                 terms is small; ideally about twice the square
+ *                 root of the input size.
+ *          So, for example, if the input hsize = 37, which is
+ *          a prime number, the decomposer will break this into two
+ *          terms, 6 and 6, so that the net result is a dilation
+ *          with hsize = 36.
+ *
+ */ +PIX * +pixCloseCompBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; +SEL *selh1, *selh2, *selv1, *selv2; + + PROCNAME("pixCloseCompBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + if (hsize > 1) + selectComposableSels(hsize, L_HORIZ, &selh1, &selh2); + if (vsize > 1) + selectComposableSels(vsize, L_VERT, &selv1, &selv2); + if (vsize == 1) { + pixt = pixDilate(NULL, pixs, selh1); + pixd = pixDilate(pixd, pixt, selh2); + pixErode(pixt, pixd, selh1); + pixErode(pixd, pixt, selh2); + } else if (hsize == 1) { + pixt = pixDilate(NULL, pixs, selv1); + pixd = pixDilate(pixd, pixt, selv2); + pixErode(pixt, pixd, selv1); + pixErode(pixd, pixt, selv2); + } else { /* do separably */ + pixt = pixDilate(NULL, pixs, selh1); + pixd = pixDilate(pixd, pixt, selh2); + pixDilate(pixt, pixd, selv1); + pixDilate(pixd, pixt, selv2); + pixErode(pixt, pixd, selh1); + pixErode(pixd, pixt, selh2); + pixErode(pixt, pixd, selv1); + pixErode(pixd, pixt, selv2); + } + pixDestroy(&pixt); + + if (hsize > 1) { + selDestroy(&selh1); + selDestroy(&selh2); + } + if (vsize > 1) { + selDestroy(&selv1); + selDestroy(&selv2); + } + + return pixd; +} + + +/*! + * \brief pixCloseSafeCompBrick() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) The origin is at (x, y) = (hsize/2, vsize/2)
+ *      (3) Do compositely for each dimension > 1.
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) Safe closing adds a border of 0 pixels, of sufficient size so
+ *          that all pixels in input image are processed within
+ *          32-bit words in the expanded image.  As a result, there is
+ *          no special processing for pixels near the boundary, and there
+ *          are no boundary effects.  The border is removed at the end.
+ *      (6) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (7) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseSafeCompBrick(NULL, pixs, ...);
+ *          (b) pixCloseSafeCompBrick(pixs, pixs, ...);
+ *          (c) pixCloseSafeCompBrick(pixd, pixs, ...);
+ *      (8) The dimensions of the resulting image are determined by pixs.
+ *      (9) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *          but not necessarily equal to it.  It attempts to optimize:
+ *             (a) for consistency with the input values: the product
+ *                 of terms is close to the input size
+ *             (b) for efficiency of the operation: the sum of the
+ *                 terms is small; ideally about twice the square
+ *                 root of the input size.
+ *          So, for example, if the input hsize = 37, which is
+ *          a prime number, the decomposer will break this into two
+ *          terms, 6 and 6, so that the net result is a dilation
+ *          with hsize = 36.
+ *
+ */ +PIX * +pixCloseSafeCompBrick(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 maxtrans, bordsize; +PIX *pixsb, *pixt, *pixdb; +SEL *selh1, *selh2, *selv1, *selv2; + + PROCNAME("pixCloseSafeCompBrick"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + /* Symmetric b.c. handles correctly without added pixels */ + if (MORPH_BC == SYMMETRIC_MORPH_BC) + return pixCloseCompBrick(pixd, pixs, hsize, vsize); + + maxtrans = L_MAX(hsize / 2, vsize / 2); + bordsize = 32 * ((maxtrans + 31) / 32); /* full 32 bit words */ + pixsb = pixAddBorder(pixs, bordsize, 0); + + if (hsize > 1) + selectComposableSels(hsize, L_HORIZ, &selh1, &selh2); + if (vsize > 1) + selectComposableSels(vsize, L_VERT, &selv1, &selv2); + if (vsize == 1) { + pixt = pixDilate(NULL, pixsb, selh1); + pixdb = pixDilate(NULL, pixt, selh2); + pixErode(pixt, pixdb, selh1); + pixErode(pixdb, pixt, selh2); + } else if (hsize == 1) { + pixt = pixDilate(NULL, pixsb, selv1); + pixdb = pixDilate(NULL, pixt, selv2); + pixErode(pixt, pixdb, selv1); + pixErode(pixdb, pixt, selv2); + } else { /* do separably */ + pixt = pixDilate(NULL, pixsb, selh1); + pixdb = pixDilate(NULL, pixt, selh2); + pixDilate(pixt, pixdb, selv1); + pixDilate(pixdb, pixt, selv2); + pixErode(pixt, pixdb, selh1); + pixErode(pixdb, pixt, selh2); + pixErode(pixt, pixdb, selv1); + pixErode(pixdb, pixt, selv2); + } + pixDestroy(&pixt); + + pixt = pixRemoveBorder(pixdb, bordsize); + pixDestroy(&pixsb); + pixDestroy(&pixdb); + + if (!pixd) { + pixd = pixt; + } else { + pixCopy(pixd, pixt); + pixDestroy(&pixt); + } + + if (hsize > 1) { + selDestroy(&selh1); + selDestroy(&selh2); + } + if (vsize > 1) { + selDestroy(&selv1); + selDestroy(&selv2); + } + + return pixd; +} + + +/*-----------------------------------------------------------------* + * Functions associated with boundary conditions * + *-----------------------------------------------------------------*/ +/*! + * \brief resetMorphBoundaryCondition() + * + * \param[in] bc SYMMETRIC_MORPH_BC, ASYMMETRIC_MORPH_BC + * \return void + */ +void +resetMorphBoundaryCondition(l_int32 bc) +{ + PROCNAME("resetMorphBoundaryCondition"); + + if (bc != SYMMETRIC_MORPH_BC && bc != ASYMMETRIC_MORPH_BC) { + L_WARNING("invalid bc; using asymmetric\n", procName); + bc = ASYMMETRIC_MORPH_BC; + } + MORPH_BC = bc; + return; +} + + +/*! + * \brief getMorphBorderPixelColor() + * + * \param[in] type L_MORPH_DILATE, L_MORPH_ERODE + * \param[in] depth of pix + * \return color of border pixels for this operation + */ +l_uint32 +getMorphBorderPixelColor(l_int32 type, + l_int32 depth) +{ + PROCNAME("getMorphBorderPixelColor"); + + if (type != L_MORPH_DILATE && type != L_MORPH_ERODE) + return ERROR_INT("invalid type", procName, 0); + if (depth != 1 && depth != 2 && depth != 4 && depth != 8 && + depth != 16 && depth != 32) + return ERROR_INT("invalid depth", procName, 0); + + if (MORPH_BC == ASYMMETRIC_MORPH_BC || type == L_MORPH_DILATE) + return 0; + + /* Symmetric & erosion */ + if (depth < 32) + return ((1 << depth) - 1); + else /* depth == 32 */ + return 0xffffff00; +} + + +/*-----------------------------------------------------------------* + * Static helpers for arg processing * + *-----------------------------------------------------------------*/ +/*! + * \brief processMorphArgs1() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] sel + * \param[out] ppixt copy or clone of %pixs + * \return pixd, or NULL on error. + * + * 
+ * Notes:
+ *      (1) This is used for generic erosion, dilation and HMT.
+ *
+ */ +static PIX * +processMorphArgs1(PIX *pixd, + PIX *pixs, + SEL *sel, + PIX **ppixt) +{ +l_int32 sx, sy; + + PROCNAME("processMorphArgs1"); + + if (!ppixt) + return (PIX *)ERROR_PTR("&pixt not defined", procName, pixd); + *ppixt = NULL; + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (!sel) + return (PIX *)ERROR_PTR("sel not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + + selGetParameters(sel, &sx, &sy, NULL, NULL); + if (sx == 0 || sy == 0) + return (PIX *)ERROR_PTR("sel of size 0", procName, pixd); + + /* We require pixd to exist and to be the same size as pixs. + * Further, pixt must be a copy (or clone) of pixs. */ + if (!pixd) { + if ((pixd = pixCreateTemplate(pixs)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + *ppixt = pixClone(pixs); + } else { + pixResizeImageData(pixd, pixs); + if (pixd == pixs) { /* in-place; must make a copy of pixs */ + if ((*ppixt = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, pixd); + } else { + *ppixt = pixClone(pixs); + } + } + return pixd; +} + + +/*! + * \brief processMorphArgs2() + * + * This is used for generic openings and closings. + */ +static PIX * +processMorphArgs2(PIX *pixd, + PIX *pixs, + SEL *sel) +{ +l_int32 sx, sy; + + PROCNAME("processMorphArgs2"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (!sel) + return (PIX *)ERROR_PTR("sel not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + + selGetParameters(sel, &sx, &sy, NULL, NULL); + if (sx == 0 || sy == 0) + return (PIX *)ERROR_PTR("sel of size 0", procName, pixd); + + if (!pixd) + return pixCreateTemplate(pixs); + pixResizeImageData(pixd, pixs); + return pixd; +} diff --git a/3rdparty/hgOCR/leptonica/morph.h b/3rdparty/hgOCR/leptonica/morph.h new file mode 100644 index 00000000..d17723fb --- /dev/null +++ b/3rdparty/hgOCR/leptonica/morph.h @@ -0,0 +1,248 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +#ifndef LEPTONICA_MORPH_H +#define LEPTONICA_MORPH_H + +/*! + * \file morph.h + * + * 
+ *  Contains the following structs:
+ *      struct Sel
+ *      struct Sela
+ *      struct Kernel
+ *
+ *  Contains definitions for:
+ *      morphological b.c. flags
+ *      structuring element types
+ *      runlength flags for granulometry
+ *      direction flags for grayscale morphology
+ *      morphological operation flags
+ *      standard border size
+ *      grayscale intensity scaling flags
+ *      morphological tophat flags
+ *      arithmetic and logical operator flags
+ *      grayscale morphology selection flags
+ *      distance function b.c. flags
+ *      image comparison flags
+ *      color content flags
+ *
+ */ + +/*-------------------------------------------------------------------------* + * Sel and Sel array * + *-------------------------------------------------------------------------*/ +#define SEL_VERSION_NUMBER 1 + +/*! Selection */ +struct Sel +{ + l_int32 sy; /*!< sel height */ + l_int32 sx; /*!< sel width */ + l_int32 cy; /*!< y location of sel origin */ + l_int32 cx; /*!< x location of sel origin */ + l_int32 **data; /*!< {0,1,2}; data[i][j] in [row][col] order */ + char *name; /*!< used to find sel by name */ +}; +typedef struct Sel SEL; + +/*! Array of Sel */ +struct Sela +{ + l_int32 n; /*!< number of sel actually stored */ + l_int32 nalloc; /*!< size of allocated ptr array */ + struct Sel **sel; /*!< sel ptr array */ +}; +typedef struct Sela SELA; + + +/*-------------------------------------------------------------------------* + * Kernel * + *-------------------------------------------------------------------------*/ +#define KERNEL_VERSION_NUMBER 2 + +/*! Kernel */ +struct L_Kernel +{ + l_int32 sy; /*!< kernel height */ + l_int32 sx; /*!< kernel width */ + l_int32 cy; /*!< y location of kernel origin */ + l_int32 cx; /*!< x location of kernel origin */ + l_float32 **data; /*!< data[i][j] in [row][col] order */ +}; +typedef struct L_Kernel L_KERNEL; + + +/*-------------------------------------------------------------------------* + * Morphological boundary condition flags * + * * + * Two types of boundary condition for erosion. * + * The global variable MORPH_BC takes on one of these two values. * + * See notes in morph.c for usage. * + *-------------------------------------------------------------------------*/ + +/*! Morph Boundary */ +enum { + SYMMETRIC_MORPH_BC = 0, + ASYMMETRIC_MORPH_BC = 1 +}; + +/*-------------------------------------------------------------------------* + * Structuring element vals * + *-------------------------------------------------------------------------*/ + +/*! SEL Vals */ +enum { + SEL_DONT_CARE = 0, + SEL_HIT = 1, + SEL_MISS = 2 +}; + +/*-------------------------------------------------------------------------* + * Runlength flags for granulometry * + *-------------------------------------------------------------------------*/ + +/*! Runlength Polarity */ +enum { + L_RUN_OFF = 0, + L_RUN_ON = 1 +}; + +/*-------------------------------------------------------------------------* + * Direction flags for grayscale morphology, granulometry, * + * composable Sels, convolution, etc. * + *-------------------------------------------------------------------------*/ + +/*! Direction Flags */ +enum { + L_HORIZ = 1, + L_VERT = 2, + L_BOTH_DIRECTIONS = 3 +}; + +/*-------------------------------------------------------------------------* + * Morphological operation flags * + *-------------------------------------------------------------------------*/ + +/*! Morph Operator */ +enum { + L_MORPH_DILATE = 1, + L_MORPH_ERODE = 2, + L_MORPH_OPEN = 3, + L_MORPH_CLOSE = 4, + L_MORPH_HMT = 5 +}; + +/*-------------------------------------------------------------------------* + * Grayscale intensity scaling flags * + *-------------------------------------------------------------------------*/ + +/*! Pixel Value Scaling */ +enum { + L_LINEAR_SCALE = 1, + L_LOG_SCALE = 2 +}; + +/*-------------------------------------------------------------------------* + * Morphological tophat flags * + *-------------------------------------------------------------------------*/ + +/*! Morph Tophat */ +enum { + L_TOPHAT_WHITE = 0, + L_TOPHAT_BLACK = 1 +}; + +/*-------------------------------------------------------------------------* + * Arithmetic and logical operator flags * + * (use on grayscale images and Numas) * + *-------------------------------------------------------------------------*/ + +/*! ArithLogical Ops */ +enum { + L_ARITH_ADD = 1, + L_ARITH_SUBTRACT = 2, + L_ARITH_MULTIPLY = 3, /* on numas only */ + L_ARITH_DIVIDE = 4, /* on numas only */ + L_UNION = 5, /* on numas only */ + L_INTERSECTION = 6, /* on numas only */ + L_SUBTRACTION = 7, /* on numas only */ + L_EXCLUSIVE_OR = 8 /* on numas only */ +}; + +/*-------------------------------------------------------------------------* + * Min/max selection flags * + *-------------------------------------------------------------------------*/ + +/*! MinMax Selection */ +enum { + L_CHOOSE_MIN = 1, /* useful in a downscaling "erosion" */ + L_CHOOSE_MAX = 2, /* useful in a downscaling "dilation" */ + L_CHOOSE_MAXDIFF = 3, /* useful in a downscaling contrast */ + L_CHOOSE_MIN_BOOST = 4, /* use a modification of the min value */ + L_CHOOSE_MAX_BOOST = 5 /* use a modification of the max value */ +}; + +/*-------------------------------------------------------------------------* + * Exterior value b.c. for distance function flags * + *-------------------------------------------------------------------------*/ + +/*! Exterior Value */ +enum { + L_BOUNDARY_BG = 1, /* assume bg outside image */ + L_BOUNDARY_FG = 2 /* assume fg outside image */ +}; + +/*-------------------------------------------------------------------------* + * Image comparison flags * + *-------------------------------------------------------------------------*/ + +/*! Image Comparison */ +enum { + L_COMPARE_XOR = 1, + L_COMPARE_SUBTRACT = 2, + L_COMPARE_ABS_DIFF = 3 +}; + +/*-------------------------------------------------------------------------* + * Color content flags * + *-------------------------------------------------------------------------*/ + +/*! Color Content */ +enum { + L_MAX_DIFF_FROM_AVERAGE_2 = 1, + L_MAX_MIN_DIFF_FROM_2 = 2, + L_MAX_DIFF = 3 +}; + +/*-------------------------------------------------------------------------* + * Standard size of border added around images for special processing * + *-------------------------------------------------------------------------*/ +static const l_int32 ADDED_BORDER = 32; /*!< pixels, not bits */ + + +#endif /* LEPTONICA_MORPH_H */ diff --git a/3rdparty/hgOCR/leptonica/morphapp.c b/3rdparty/hgOCR/leptonica/morphapp.c new file mode 100644 index 00000000..9730584e --- /dev/null +++ b/3rdparty/hgOCR/leptonica/morphapp.c @@ -0,0 +1,1633 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + + +/*! + * \file morphapp.c + * 
+ *
+ *      These are some useful and/or interesting composite
+ *      image processing operations, of the type that are often
+ *      useful in applications.  Most are morphological in
+ *      nature.
+ *
+ *      Extraction of boundary pixels
+ *            PIX       *pixExtractBoundary()
+ *
+ *      Selective morph sequence operation under mask
+ *            PIX       *pixMorphSequenceMasked()
+ *
+ *      Selective morph sequence operation on each component
+ *            PIX       *pixMorphSequenceByComponent()
+ *            PIXA      *pixaMorphSequenceByComponent()
+ *
+ *      Selective morph sequence operation on each region
+ *            PIX       *pixMorphSequenceByRegion()
+ *            PIXA      *pixaMorphSequenceByRegion()
+ *
+ *      Union and intersection of parallel composite operations
+ *            PIX       *pixUnionOfMorphOps()
+ *            PIX       *pixIntersectionOfMorphOps()
+ *
+ *      Selective connected component filling
+ *            PIX       *pixSelectiveConnCompFill()
+ *
+ *      Removal of matched patterns
+ *            PIX       *pixRemoveMatchedPattern()
+ *
+ *      Display of matched patterns
+ *            PIX       *pixDisplayMatchedPattern()
+ *
+ *      Extension of pixa by iterative erosion or dilation (and by scaling)
+ *            PIXA      *pixaExtendByMorph()
+ *            PIXA      *pixaExtendByScaling()
+ *
+ *      Iterative morphological seed filling (don't use for real work)
+ *            PIX       *pixSeedfillMorph()
+ *
+ *      Granulometry on binary images
+ *            NUMA      *pixRunHistogramMorph()
+ *
+ *      Composite operations on grayscale images
+ *            PIX       *pixTophat()
+ *            PIX       *pixHDome()
+ *            PIX       *pixFastTophat()
+ *            PIX       *pixMorphGradient()
+ *
+ *      Centroid of component
+ *            PTA       *pixaCentroids()
+ *            l_int32    pixCentroid()
+ *
+ */ + +#include "allheaders.h" + +#define SWAP(x, y) {temp = (x); (x) = (y); (y) = temp;} + + +/*-----------------------------------------------------------------* + * Extraction of boundary pixels * + *-----------------------------------------------------------------*/ +/*! + * \brief pixExtractBoundary() + * + * \param[in] pixs 1 bpp + * \param[in] type 0 for background pixels; 1 for foreground pixels + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Extracts the fg or bg boundary pixels for each component.
+ *          Components are assumed to end at the boundary of pixs.
+ *
+ */ +PIX * +pixExtractBoundary(PIX *pixs, + l_int32 type) +{ +PIX *pixd; + + PROCNAME("pixExtractBoundary"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + if (type == 0) + pixd = pixDilateBrick(NULL, pixs, 3, 3); + else + pixd = pixErodeBrick(NULL, pixs, 3, 3); + pixXor(pixd, pixd, pixs); + return pixd; +} + + +/*-----------------------------------------------------------------* + * Selective morph sequence operation under mask * + *-----------------------------------------------------------------*/ +/*! + * \brief pixMorphSequenceMasked() + * + * \param[in] pixs 1 bpp + * \param[in] pixm [optional] 1 bpp mask + * \param[in] sequence string specifying sequence of operations + * \param[in] dispsep horizontal separation in pixels between + * successive displays; use zero to suppress display + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This applies the morph sequence to the image, but only allows
+ *          changes in pixs for pixels under the background of pixm.
+ *      (5) If pixm is NULL, this is just pixMorphSequence().
+ *
+ */ +PIX * +pixMorphSequenceMasked(PIX *pixs, + PIX *pixm, + const char *sequence, + l_int32 dispsep) +{ +PIX *pixd; + + PROCNAME("pixMorphSequenceMasked"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + pixd = pixMorphSequence(pixs, sequence, dispsep); + pixCombineMasked(pixd, pixs, pixm); /* restore src pixels under mask fg */ + return pixd; +} + + +/*-----------------------------------------------------------------* + * Morph sequence operation on each component * + *-----------------------------------------------------------------*/ +/*! + * \brief pixMorphSequenceByComponent() + * + * \param[in] pixs 1 bpp + * \param[in] sequence string specifying sequence + * \param[in] connectivity 4 or 8 + * \param[in] minw min width to consider; use 0 or 1 for any width + * \param[in] minh min height to consider; use 0 or 1 for any height + * \param[out] pboxa [optional] return boxa of c.c. in pixs + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixMorphSequence() for composing operation sequences.
+ *      (2) This operates separately on each c.c. in the input pix.
+ *      (3) The dilation does NOT increase the c.c. size; it is clipped
+ *          to the size of the original c.c.   This is necessary to
+ *          keep the c.c. independent after the operation.
+ *      (4) You can specify that the width and/or height must equal
+ *          or exceed a minimum size for the operation to take place.
+ *      (5) Use NULL for boxa to avoid returning the boxa.
+ *
+ */ +PIX * +pixMorphSequenceByComponent(PIX *pixs, + const char *sequence, + l_int32 connectivity, + l_int32 minw, + l_int32 minh, + BOXA **pboxa) +{ +l_int32 n, i, x, y, w, h; +BOXA *boxa; +PIX *pix, *pixd; +PIXA *pixas, *pixad; + + PROCNAME("pixMorphSequenceByComponent"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + if (minw <= 0) minw = 1; + if (minh <= 0) minh = 1; + + /* Get the c.c. */ + if ((boxa = pixConnComp(pixs, &pixas, connectivity)) == NULL) + return (PIX *)ERROR_PTR("boxa not made", procName, NULL); + + /* Operate on each c.c. independently */ + pixad = pixaMorphSequenceByComponent(pixas, sequence, minw, minh); + pixaDestroy(&pixas); + boxaDestroy(&boxa); + if (!pixad) + return (PIX *)ERROR_PTR("pixad not made", procName, NULL); + + /* Display the result out into pixd */ + pixd = pixCreateTemplate(pixs); + n = pixaGetCount(pixad); + for (i = 0; i < n; i++) { + pixaGetBoxGeometry(pixad, i, &x, &y, &w, &h); + pix = pixaGetPix(pixad, i, L_CLONE); + pixRasterop(pixd, x, y, w, h, PIX_PAINT, pix, 0, 0); + pixDestroy(&pix); + } + + if (pboxa) + *pboxa = pixaGetBoxa(pixad, L_CLONE); + pixaDestroy(&pixad); + return pixd; +} + + +/*! + * \brief pixaMorphSequenceByComponent() + * + * \param[in] pixas of 1 bpp pix + * \param[in] sequence string specifying sequence + * \param[in] minw min width to consider; use 0 or 1 for any width + * \param[in] minh min height to consider; use 0 or 1 for any height + * \return pixad, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixMorphSequence() for composing operation sequences.
+ *      (2) This operates separately on each c.c. in the input pixa.
+ *      (3) You can specify that the width and/or height must equal
+ *          or exceed a minimum size for the operation to take place.
+ *      (4) The input pixa should have a boxa giving the locations
+ *          of the pix components.
+ *
+ */ +PIXA * +pixaMorphSequenceByComponent(PIXA *pixas, + const char *sequence, + l_int32 minw, + l_int32 minh) +{ +l_int32 n, i, w, h, d; +BOX *box; +PIX *pix1, *pix2; +PIXA *pixad; + + PROCNAME("pixaMorphSequenceByComponent"); + + if (!pixas) + return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL); + if ((n = pixaGetCount(pixas)) == 0) + return (PIXA *)ERROR_PTR("no pix in pixas", procName, NULL); + if (n != pixaGetBoxaCount(pixas)) + L_WARNING("boxa size != n\n", procName); + pixaGetPixDimensions(pixas, 0, NULL, NULL, &d); + if (d != 1) + return (PIXA *)ERROR_PTR("depth not 1 bpp", procName, NULL); + + if (!sequence) + return (PIXA *)ERROR_PTR("sequence not defined", procName, NULL); + if (minw <= 0) minw = 1; + if (minh <= 0) minh = 1; + + if ((pixad = pixaCreate(n)) == NULL) + return (PIXA *)ERROR_PTR("pixad not made", procName, NULL); + for (i = 0; i < n; i++) { + pixaGetPixDimensions(pixas, i, &w, &h, NULL); + if (w >= minw && h >= minh) { + if ((pix1 = pixaGetPix(pixas, i, L_CLONE)) == NULL) { + pixaDestroy(&pixad); + return (PIXA *)ERROR_PTR("pix1 not found", procName, NULL); + } + if ((pix2 = pixMorphCompSequence(pix1, sequence, 0)) == NULL) { + pixaDestroy(&pixad); + return (PIXA *)ERROR_PTR("pix2 not made", procName, NULL); + } + pixaAddPix(pixad, pix2, L_INSERT); + box = pixaGetBox(pixas, i, L_COPY); + pixaAddBox(pixad, box, L_INSERT); + pixDestroy(&pix1); + } + } + + return pixad; +} + + +/*-----------------------------------------------------------------* + * Morph sequence operation on each region * + *-----------------------------------------------------------------*/ +/*! + * \brief pixMorphSequenceByRegion() + * + * \param[in] pixs 1 bpp + * \param[in] pixm mask specifying regions + * \param[in] sequence string specifying sequence + * \param[in] connectivity 4 or 8, used on mask + * \param[in] minw min width to consider; use 0 or 1 for any width + * \param[in] minh min height to consider; use 0 or 1 for any height + * \param[out] pboxa [optional] return boxa of c.c. in pixm + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixMorphCompSequence() for composing operation sequences.
+ *      (2) This operates separately on the region in pixs corresponding
+ *          to each c.c. in the mask pixm.  It differs from
+ *          pixMorphSequenceByComponent() in that the latter does not have
+ *          a pixm (mask), but instead operates independently on each
+ *          component in pixs.
+ *      (3) Dilation will NOT increase the region size; the result
+ *          is clipped to the size of the mask region.  This is necessary
+ *          to make regions independent after the operation.
+ *      (4) You can specify that the width and/or height of a region must
+ *          equal or exceed a minimum size for the operation to take place.
+ *      (5) Use NULL for %pboxa to avoid returning the boxa.
+ *
+ */ +PIX * +pixMorphSequenceByRegion(PIX *pixs, + PIX *pixm, + const char *sequence, + l_int32 connectivity, + l_int32 minw, + l_int32 minh, + BOXA **pboxa) +{ +l_int32 n, i, x, y, w, h; +BOXA *boxa; +PIX *pix, *pixd; +PIXA *pixam, *pixad; + + PROCNAME("pixMorphSequenceByRegion"); + + if (pboxa) *pboxa = NULL; + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!pixm) + return (PIX *)ERROR_PTR("pixm not defined", procName, NULL); + if (pixGetDepth(pixs) != 1 || pixGetDepth(pixm) != 1) + return (PIX *)ERROR_PTR("pixs and pixm not both 1 bpp", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + if (minw <= 0) minw = 1; + if (minh <= 0) minh = 1; + + /* Get the c.c. of the mask */ + if ((boxa = pixConnComp(pixm, &pixam, connectivity)) == NULL) + return (PIX *)ERROR_PTR("boxa not made", procName, NULL); + + /* Operate on each region in pixs independently */ + pixad = pixaMorphSequenceByRegion(pixs, pixam, sequence, minw, minh); + pixaDestroy(&pixam); + boxaDestroy(&boxa); + if (!pixad) + return (PIX *)ERROR_PTR("pixad not made", procName, NULL); + + /* Display the result out into pixd */ + pixd = pixCreateTemplate(pixs); + n = pixaGetCount(pixad); + for (i = 0; i < n; i++) { + pixaGetBoxGeometry(pixad, i, &x, &y, &w, &h); + pix = pixaGetPix(pixad, i, L_CLONE); + pixRasterop(pixd, x, y, w, h, PIX_PAINT, pix, 0, 0); + pixDestroy(&pix); + } + + if (pboxa) + *pboxa = pixaGetBoxa(pixad, L_CLONE); + pixaDestroy(&pixad); + return pixd; +} + + +/*! + * \brief pixaMorphSequenceByRegion() + * + * \param[in] pixs 1 bpp + * \param[in] pixam of 1 bpp mask elements + * \param[in] sequence string specifying sequence + * \param[in] minw min width to consider; use 0 or 1 for any width + * \param[in] minh min height to consider; use 0 or 1 for any height + * \return pixad, or NULL on error + * + * 
+ * Notes:
+ *      (1) See pixMorphSequence() for composing operation sequences.
+ *      (2) This operates separately on each region in the input pixs
+ *          defined by the components in pixam.
+ *      (3) You can specify that the width and/or height of a mask
+ *          component must equal or exceed a minimum size for the
+ *          operation to take place.
+ *      (4) The input pixam should have a boxa giving the locations
+ *          of the regions in pixs.
+ *
+ */ +PIXA * +pixaMorphSequenceByRegion(PIX *pixs, + PIXA *pixam, + const char *sequence, + l_int32 minw, + l_int32 minh) +{ +l_int32 n, i, w, h, same, maxd, fullpa, fullba; +BOX *box; +PIX *pix1, *pix2, *pix3; +PIXA *pixad; + + PROCNAME("pixaMorphSequenceByRegion"); + + if (!pixs) + return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (PIXA *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + if (!sequence) + return (PIXA *)ERROR_PTR("sequence not defined", procName, NULL); + if (!pixam) + return (PIXA *)ERROR_PTR("pixam not defined", procName, NULL); + pixaVerifyDepth(pixam, &same, &maxd); + if (maxd != 1) + return (PIXA *)ERROR_PTR("mask depth not 1 bpp", procName, NULL); + pixaIsFull(pixam, &fullpa, &fullba); + if (!fullpa || !fullba) + return (PIXA *)ERROR_PTR("missing comps in pixam", procName, NULL); + n = pixaGetCount(pixam); + if (minw <= 0) minw = 1; + if (minh <= 0) minh = 1; + + if ((pixad = pixaCreate(n)) == NULL) + return (PIXA *)ERROR_PTR("pixad not made", procName, NULL); + + /* Use the rectangle to remove the appropriate part of pixs; + * then AND with the mask component to get the actual fg + * of pixs that is under the mask component. */ + for (i = 0; i < n; i++) { + pixaGetPixDimensions(pixam, i, &w, &h, NULL); + if (w >= minw && h >= minh) { + pix1 = pixaGetPix(pixam, i, L_CLONE); + box = pixaGetBox(pixam, i, L_COPY); + pix2 = pixClipRectangle(pixs, box, NULL); + pixAnd(pix2, pix2, pix1); + pix3 = pixMorphCompSequence(pix2, sequence, 0); + pixDestroy(&pix1); + pixDestroy(&pix2); + if (!pix3) { + boxDestroy(&box); + pixaDestroy(&pixad); + L_ERROR("pix3 not made in iter %d; aborting\n", procName, i); + break; + } + pixaAddPix(pixad, pix3, L_INSERT); + pixaAddBox(pixad, box, L_INSERT); + } + } + + return pixad; +} + + +/*-----------------------------------------------------------------* + * Union and intersection of parallel composite operations * + *-----------------------------------------------------------------*/ +/*! + * \brief pixUnionOfMorphOps() + * + * \param[in] pixs 1 bpp + * \param[in] sela + * \param[in] type L_MORPH_DILATE, etc. + * \return pixd union of the specified morphological operation + * on pixs for each Sel in the Sela, or NULL on error + */ +PIX * +pixUnionOfMorphOps(PIX *pixs, + SELA *sela, + l_int32 type) +{ +l_int32 n, i; +PIX *pixt, *pixd; +SEL *sel; + + PROCNAME("pixUnionOfMorphOps"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!sela) + return (PIX *)ERROR_PTR("sela not defined", procName, NULL); + n = selaGetCount(sela); + if (n == 0) + return (PIX *)ERROR_PTR("no sels in sela", procName, NULL); + if (type != L_MORPH_DILATE && type != L_MORPH_ERODE && + type != L_MORPH_OPEN && type != L_MORPH_CLOSE && + type != L_MORPH_HMT) + return (PIX *)ERROR_PTR("invalid type", procName, NULL); + + pixd = pixCreateTemplate(pixs); + for (i = 0; i < n; i++) { + sel = selaGetSel(sela, i); + if (type == L_MORPH_DILATE) + pixt = pixDilate(NULL, pixs, sel); + else if (type == L_MORPH_ERODE) + pixt = pixErode(NULL, pixs, sel); + else if (type == L_MORPH_OPEN) + pixt = pixOpen(NULL, pixs, sel); + else if (type == L_MORPH_CLOSE) + pixt = pixClose(NULL, pixs, sel); + else /* type == L_MORPH_HMT */ + pixt = pixHMT(NULL, pixs, sel); + pixOr(pixd, pixd, pixt); + pixDestroy(&pixt); + } + + return pixd; +} + + +/*! + * \brief pixIntersectionOfMorphOps() + * + * \param[in] pixs 1 bpp + * \param[in] sela + * \param[in] type L_MORPH_DILATE, etc. + * \return pixd intersection of the specified morphological operation + * on pixs for each Sel in the Sela, or NULL on error + */ +PIX * +pixIntersectionOfMorphOps(PIX *pixs, + SELA *sela, + l_int32 type) +{ +l_int32 n, i; +PIX *pixt, *pixd; +SEL *sel; + + PROCNAME("pixIntersectionOfMorphOps"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!sela) + return (PIX *)ERROR_PTR("sela not defined", procName, NULL); + n = selaGetCount(sela); + if (n == 0) + return (PIX *)ERROR_PTR("no sels in sela", procName, NULL); + if (type != L_MORPH_DILATE && type != L_MORPH_ERODE && + type != L_MORPH_OPEN && type != L_MORPH_CLOSE && + type != L_MORPH_HMT) + return (PIX *)ERROR_PTR("invalid type", procName, NULL); + + pixd = pixCreateTemplate(pixs); + pixSetAll(pixd); + for (i = 0; i < n; i++) { + sel = selaGetSel(sela, i); + if (type == L_MORPH_DILATE) + pixt = pixDilate(NULL, pixs, sel); + else if (type == L_MORPH_ERODE) + pixt = pixErode(NULL, pixs, sel); + else if (type == L_MORPH_OPEN) + pixt = pixOpen(NULL, pixs, sel); + else if (type == L_MORPH_CLOSE) + pixt = pixClose(NULL, pixs, sel); + else /* type == L_MORPH_HMT */ + pixt = pixHMT(NULL, pixs, sel); + pixAnd(pixd, pixd, pixt); + pixDestroy(&pixt); + } + + return pixd; +} + + + +/*-----------------------------------------------------------------* + * Selective connected component filling * + *-----------------------------------------------------------------*/ +/*! + * \brief pixSelectiveConnCompFill() + * + * \param[in] pixs 1 bpp + * \param[in] connectivity 4 or 8 + * \param[in] minw min width to consider; use 0 or 1 for any width + * \param[in] minh min height to consider; use 0 or 1 for any height + * \return pix with holes filled in selected c.c., or NULL on error + */ +PIX * +pixSelectiveConnCompFill(PIX *pixs, + l_int32 connectivity, + l_int32 minw, + l_int32 minh) +{ +l_int32 n, i, x, y, w, h; +BOXA *boxa; +PIX *pix1, *pix2, *pixd; +PIXA *pixa; + + PROCNAME("pixSelectiveConnCompFill"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL); + if (minw <= 0) minw = 1; + if (minh <= 0) minh = 1; + + if ((boxa = pixConnComp(pixs, &pixa, connectivity)) == NULL) + return (PIX *)ERROR_PTR("boxa not made", procName, NULL); + n = boxaGetCount(boxa); + pixd = pixCopy(NULL, pixs); + for (i = 0; i < n; i++) { + boxaGetBoxGeometry(boxa, i, &x, &y, &w, &h); + if (w >= minw && h >= minh) { + pix1 = pixaGetPix(pixa, i, L_CLONE); + if ((pix2 = pixHolesByFilling(pix1, 12 - connectivity)) == NULL) { + L_ERROR("pix2 not made in iter %d\n", procName, i); + pixDestroy(&pix1); + continue; + } + pixRasterop(pixd, x, y, w, h, PIX_PAINT, pix2, 0, 0); + pixDestroy(&pix1); + pixDestroy(&pix2); + } + } + pixaDestroy(&pixa); + boxaDestroy(&boxa); + + return pixd; +} + + +/*-----------------------------------------------------------------* + * Removal of matched patterns * + *-----------------------------------------------------------------*/ +/*! + * \brief pixRemoveMatchedPattern() + * + * \param[in] pixs input image, 1 bpp + * \param[in] pixp pattern to be removed from image, 1 bpp + * \param[in] pixe image after erosion by Sel that approximates pixp + * \param[in] x0, y0 center of Sel + * \param[in] dsize number of pixels on each side by which pixp is + * dilated before being subtracted from pixs; + * valid values are {0, 1, 2, 3, 4} + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *    (1) This is in-place.
+ *    (2) You can use various functions in selgen to create a Sel
+ *        that is used to generate pixe from pixs.
+ *    (3) This function is applied after pixe has been computed.
+ *        It finds the centroid of each c.c., and subtracts
+ *        (the appropriately dilated version of) pixp, with the center
+ *        of the Sel used to align pixp with pixs.
+ *
+ */ +l_ok +pixRemoveMatchedPattern(PIX *pixs, + PIX *pixp, + PIX *pixe, + l_int32 x0, + l_int32 y0, + l_int32 dsize) +{ +l_int32 i, nc, x, y, w, h, xb, yb; +BOXA *boxa; +PIX *pix1, *pix2; +PIXA *pixa; +PTA *pta; +SEL *sel; + + PROCNAME("pixRemoveMatchedPattern"); + + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + if (!pixp) + return ERROR_INT("pixp not defined", procName, 1); + if (!pixe) + return ERROR_INT("pixe not defined", procName, 1); + if (pixGetDepth(pixs) != 1 || pixGetDepth(pixp) != 1 || + pixGetDepth(pixe) != 1) + return ERROR_INT("all input pix not 1 bpp", procName, 1); + if (dsize < 0 || dsize > 4) + return ERROR_INT("dsize not in {0,1,2,3,4}", procName, 1); + + /* Find the connected components and their centroids */ + boxa = pixConnComp(pixe, &pixa, 8); + if ((nc = boxaGetCount(boxa)) == 0) { + L_WARNING("no matched patterns\n", procName); + boxaDestroy(&boxa); + pixaDestroy(&pixa); + return 0; + } + pta = pixaCentroids(pixa); + pixaDestroy(&pixa); + + /* Optionally dilate the pattern, first adding a border that + * is large enough to accommodate the dilated pixels */ + sel = NULL; + if (dsize > 0) { + sel = selCreateBrick(2 * dsize + 1, 2 * dsize + 1, dsize, dsize, + SEL_HIT); + pix1 = pixAddBorder(pixp, dsize, 0); + pix2 = pixDilate(NULL, pix1, sel); + selDestroy(&sel); + pixDestroy(&pix1); + } else { + pix2 = pixClone(pixp); + } + + /* Subtract out each dilated pattern. The centroid of each + * component is located at: + * (box->x + x, box->y + y) + * and the 'center' of the pattern used in making pixe is located at + * (x0 + dsize, (y0 + dsize) + * relative to the UL corner of the pattern. The center of the + * pattern is placed at the center of the component. */ + pixGetDimensions(pix2, &w, &h, NULL); + for (i = 0; i < nc; i++) { + ptaGetIPt(pta, i, &x, &y); + boxaGetBoxGeometry(boxa, i, &xb, &yb, NULL, NULL); + pixRasterop(pixs, xb + x - x0 - dsize, yb + y - y0 - dsize, + w, h, PIX_DST & PIX_NOT(PIX_SRC), pix2, 0, 0); + } + + boxaDestroy(&boxa); + ptaDestroy(&pta); + pixDestroy(&pix2); + return 0; +} + + +/*-----------------------------------------------------------------* + * Display of matched patterns * + *-----------------------------------------------------------------*/ +/*! + * \brief pixDisplayMatchedPattern() + * + * \param[in] pixs input image, 1 bpp + * \param[in] pixp pattern to be removed from image, 1 bpp + * \param[in] pixe image after erosion by Sel that approximates pixp + * \param[in] x0, y0 center of Sel + * \param[in] color to paint the matched patterns; 0xrrggbb00 + * \param[in] scale reduction factor for output pixd + * \param[in] nlevels if scale < 1.0, threshold to this number of levels + * \return pixd 8 bpp, colormapped, or NULL on error + * + * 
+ * Notes:
+ *    (1) A 4 bpp colormapped image is generated.
+ *    (2) If scale <= 1.0, do scale to gray for the output, and threshold
+ *        to nlevels of gray.
+ *    (3) You can use various functions in selgen to create a Sel
+ *        that will generate pixe from pixs.
+ *    (4) This function is applied after pixe has been computed.
+ *        It finds the centroid of each c.c., and colors the output
+ *        pixels using pixp (appropriately aligned) as a stencil.
+ *        Alignment is done using the origin of the Sel and the
+ *        centroid of the eroded image to place the stencil pixp.
+ *
+ */ +PIX * +pixDisplayMatchedPattern(PIX *pixs, + PIX *pixp, + PIX *pixe, + l_int32 x0, + l_int32 y0, + l_uint32 color, + l_float32 scale, + l_int32 nlevels) +{ +l_int32 i, nc, xb, yb, x, y, xi, yi, rval, gval, bval; +BOXA *boxa; +PIX *pixd, *pixt, *pixps; +PIXA *pixa; +PTA *pta; +PIXCMAP *cmap; + + PROCNAME("pixDisplayMatchedPattern"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!pixp) + return (PIX *)ERROR_PTR("pixp not defined", procName, NULL); + if (!pixe) + return (PIX *)ERROR_PTR("pixe not defined", procName, NULL); + if (pixGetDepth(pixs) != 1 || pixGetDepth(pixp) != 1 || + pixGetDepth(pixe) != 1) + return (PIX *)ERROR_PTR("all input pix not 1 bpp", procName, NULL); + if (scale > 1.0 || scale <= 0.0) { + L_WARNING("scale > 1.0 or < 0.0; setting to 1.0\n", procName); + scale = 1.0; + } + + /* Find the connected components and their centroids */ + boxa = pixConnComp(pixe, &pixa, 8); + if ((nc = boxaGetCount(boxa)) == 0) { + L_WARNING("no matched patterns\n", procName); + boxaDestroy(&boxa); + pixaDestroy(&pixa); + return 0; + } + pta = pixaCentroids(pixa); + + extractRGBValues(color, &rval, &gval, &bval); + if (scale == 1.0) { /* output 4 bpp at full resolution */ + pixd = pixConvert1To4(NULL, pixs, 0, 1); + cmap = pixcmapCreate(4); + pixcmapAddColor(cmap, 255, 255, 255); + pixcmapAddColor(cmap, 0, 0, 0); + pixSetColormap(pixd, cmap); + + /* Paint through pixp for each match location. The centroid of each + * component in pixe is located at: + * (box->x + x, box->y + y) + * and the 'center' of the pattern used in making pixe is located at + * (x0, y0) + * relative to the UL corner of the pattern. The center of the + * pattern is placed at the center of the component. */ + for (i = 0; i < nc; i++) { + ptaGetIPt(pta, i, &x, &y); + boxaGetBoxGeometry(boxa, i, &xb, &yb, NULL, NULL); + pixSetMaskedCmap(pixd, pixp, xb + x - x0, yb + y - y0, + rval, gval, bval); + } + } else { /* output 4 bpp downscaled */ + pixt = pixScaleToGray(pixs, scale); + pixd = pixThresholdTo4bpp(pixt, nlevels, 1); + pixps = pixScaleBySampling(pixp, scale, scale); + + for (i = 0; i < nc; i++) { + ptaGetIPt(pta, i, &x, &y); + boxaGetBoxGeometry(boxa, i, &xb, &yb, NULL, NULL); + xi = (l_int32)(scale * (xb + x - x0)); + yi = (l_int32)(scale * (yb + y - y0)); + pixSetMaskedCmap(pixd, pixps, xi, yi, rval, gval, bval); + } + pixDestroy(&pixt); + pixDestroy(&pixps); + } + + boxaDestroy(&boxa); + pixaDestroy(&pixa); + ptaDestroy(&pta); + return pixd; +} + + +/*------------------------------------------------------------------------* + * Extension of pixa by iterative erosion or dilation (and by scaling) * + *------------------------------------------------------------------------*/ +/*! + * \brief pixaExtendByMorph() + * + * \param[in] pixas + * \param[in] type L_MORPH_DILATE, L_MORPH_ERODE + * \param[in] niters + * \param[in] sel used for dilation, erosion; uses 2x2 if null + * \param[in] include 1 to include a copy of the input pixas in pixad; + * 0 to omit + * \return pixad with derived pix, using all iterations, or NULL on error + * + * 
+ * Notes:
+ *    (1) This dilates or erodes every pix in %pixas, iteratively,
+ *        using the input Sel (or, if null, a 2x2 Sel by default),
+ *        and puts the results in %pixad.
+ *    (2) If %niters <= 0, this is a no-op; it returns a clone of pixas.
+ *    (3) If %include == 1, the output %pixad contains all the pix
+ *        in %pixas.  Otherwise, it doesn't, but pixaJoin() can be
+ *        used later to join pixas with pixad.
+ *
+ */ +PIXA * +pixaExtendByMorph(PIXA *pixas, + l_int32 type, + l_int32 niters, + SEL *sel, + l_int32 include) +{ +l_int32 maxdepth, i, j, n; +PIX *pix0, *pix1, *pix2; +SEL *selt; +PIXA *pixad; + + PROCNAME("pixaExtendByMorph"); + + if (!pixas) + return (PIXA *)ERROR_PTR("pixas undefined", procName, NULL); + if (niters <= 0) { + L_INFO("niters = %d; nothing to do\n", procName, niters); + return pixaCopy(pixas, L_CLONE); + } + if (type != L_MORPH_DILATE && type != L_MORPH_ERODE) + return (PIXA *)ERROR_PTR("invalid type", procName, NULL); + pixaGetDepthInfo(pixas, &maxdepth, NULL); + if (maxdepth > 1) + return (PIXA *)ERROR_PTR("some pix have bpp > 1", procName, NULL); + + if (!sel) + selt = selCreateBrick(2, 2, 0, 0, SEL_HIT); /* default */ + else + selt = selCopy(sel); + n = pixaGetCount(pixas); + pixad = pixaCreate(n * niters); + for (i = 0; i < n; i++) { + pix1 = pixaGetPix(pixas, i, L_CLONE); + if (include) pixaAddPix(pixad, pix1, L_COPY); + pix0 = pix1; /* need to keep the handle to destroy the clone */ + for (j = 0; j < niters; j++) { + if (type == L_MORPH_DILATE) { + pix2 = pixDilate(NULL, pix1, selt); + } else { /* L_MORPH_ERODE */ + pix2 = pixErode(NULL, pix1, selt); + } + pixaAddPix(pixad, pix2, L_INSERT); + pix1 = pix2; /* owned by pixad; do not destroy */ + } + pixDestroy(&pix0); + } + + selDestroy(&selt); + return pixad; +} + + +/*! + * \brief pixaExtendByScaling() + * + * \param[in] pixas + * \param[in] nasc numa of scaling factors + * \param[in] type L_HORIZ, L_VERT, L_BOTH_DIRECTIONS + * \param[in] include 1 to include a copy of the input pixas in pixad; + * 0 to omit + * \return pixad with derived pix, using all scalings, or NULL on error + * + * 
+ * Notes:
+ *    (1) This scales every pix in %pixas by each factor in %nasc.
+ *        and puts the results in %pixad.
+ *    (2) If %include == 1, the output %pixad contains all the pix
+ *        in %pixas.  Otherwise, it doesn't, but pixaJoin() can be
+ *        used later to join pixas with pixad.
+ *
+ */ +PIXA * +pixaExtendByScaling(PIXA *pixas, + NUMA *nasc, + l_int32 type, + l_int32 include) +{ +l_int32 i, j, n, nsc, w, h, scalew, scaleh; +l_float32 scalefact; +PIX *pix1, *pix2; +PIXA *pixad; + + PROCNAME("pixaExtendByScaling"); + + if (!pixas) + return (PIXA *)ERROR_PTR("pixas undefined", procName, NULL); + if (!nasc || numaGetCount(nasc) == 0) + return (PIXA *)ERROR_PTR("nasc undefined or empty", procName, NULL); + if (type != L_HORIZ && type != L_VERT && type != L_BOTH_DIRECTIONS) + return (PIXA *)ERROR_PTR("invalid type", procName, NULL); + + n = pixaGetCount(pixas); + nsc = numaGetCount(nasc); + if ((pixad = pixaCreate(n * (nsc + 1))) == NULL) { + L_ERROR("pixad not made: n = %d, nsc = %d\n", procName, n, nsc); + return NULL; + } + for (i = 0; i < n; i++) { + pix1 = pixaGetPix(pixas, i, L_CLONE); + if (include) pixaAddPix(pixad, pix1, L_COPY); + pixGetDimensions(pix1, &w, &h, NULL); + for (j = 0; j < nsc; j++) { + numaGetFValue(nasc, j, &scalefact); + scalew = w; + scaleh = h; + if (type == L_HORIZ || type == L_BOTH_DIRECTIONS) + scalew = w * scalefact; + if (type == L_VERT || type == L_BOTH_DIRECTIONS) + scaleh = h * scalefact; + pix2 = pixScaleToSize(pix1, scalew, scaleh); + pixaAddPix(pixad, pix2, L_INSERT); + } + pixDestroy(&pix1); + } + return pixad; +} + + +/*-----------------------------------------------------------------* + * Iterative morphological seed filling * + *-----------------------------------------------------------------*/ +/*! + * \brief pixSeedfillMorph() + * + * \param[in] pixs seed + * \param[in] pixm mask + * \param[in] maxiters use 0 to go to completion + * \param[in] connectivity 4 or 8 + * \return pixd after filling into the mask or NULL on error + * + * 
+ * Notes:
+ *    (1) This is in general a very inefficient method for filling
+ *        from a seed into a mask.  Use it for a small number of iterations,
+ *        but if you expect more than a few iterations, use
+ *        pixSeedfillBinary().
+ *    (2) We use a 3x3 brick SEL for 8-cc filling and a 3x3 plus SEL for 4-cc.
+ *
+ */ +PIX * +pixSeedfillMorph(PIX *pixs, + PIX *pixm, + l_int32 maxiters, + l_int32 connectivity) +{ +l_int32 same, i; +PIX *pixt, *pixd, *temp; +SEL *sel_3; + + PROCNAME("pixSeedfillMorph"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + if (!pixm) + return (PIX *)ERROR_PTR("mask pix not defined", procName, NULL); + if (connectivity != 4 && connectivity != 8) + return (PIX *)ERROR_PTR("connectivity not in {4,8}", procName, NULL); + if (maxiters <= 0) maxiters = 1000; + if (pixSizesEqual(pixs, pixm) == 0) + return (PIX *)ERROR_PTR("pix sizes unequal", procName, NULL); + + if ((sel_3 = selCreateBrick(3, 3, 1, 1, SEL_HIT)) == NULL) + return (PIX *)ERROR_PTR("sel_3 not made", procName, NULL); + if (connectivity == 4) { /* remove corner hits to make a '+' */ + selSetElement(sel_3, 0, 0, SEL_DONT_CARE); + selSetElement(sel_3, 2, 2, SEL_DONT_CARE); + selSetElement(sel_3, 2, 0, SEL_DONT_CARE); + selSetElement(sel_3, 0, 2, SEL_DONT_CARE); + } + + pixt = pixCopy(NULL, pixs); + pixd = pixCreateTemplate(pixs); + for (i = 1; i <= maxiters; i++) { + pixDilate(pixd, pixt, sel_3); + pixAnd(pixd, pixd, pixm); + pixEqual(pixd, pixt, &same); + if (same || i == maxiters) + break; + else + SWAP(pixt, pixd); + } + fprintf(stderr, " Num iters in binary reconstruction = %d\n", i); + + pixDestroy(&pixt); + selDestroy(&sel_3); + return pixd; +} + + +/*-----------------------------------------------------------------* + * Granulometry on binary images * + *-----------------------------------------------------------------*/ +/*! + * \brief pixRunHistogramMorph() + * + * \param[in] pixs 1 bpp + * \param[in] runtype L_RUN_OFF, L_RUN_ON + * \param[in] direction L_HORIZ, L_VERT + * \param[in] maxsize size of largest runlength counted + * \return numa of run-lengths + */ +NUMA * +pixRunHistogramMorph(PIX *pixs, + l_int32 runtype, + l_int32 direction, + l_int32 maxsize) +{ +l_int32 count, i, size; +l_float32 val; +NUMA *na, *nah; +PIX *pix1, *pix2, *pix3; +SEL *sel_2a; + + PROCNAME("pixRunHistogramMorph"); + + if (!pixs) + return (NUMA *)ERROR_PTR("seed pix not defined", procName, NULL); + if (runtype != L_RUN_OFF && runtype != L_RUN_ON) + return (NUMA *)ERROR_PTR("invalid run type", procName, NULL); + if (direction != L_HORIZ && direction != L_VERT) + return (NUMA *)ERROR_PTR("direction not in {L_HORIZ, L_VERT}", + procName, NULL); + if (pixGetDepth(pixs) != 1) + return (NUMA *)ERROR_PTR("pixs must be binary", procName, NULL); + + if (direction == L_HORIZ) + sel_2a = selCreateBrick(1, 2, 0, 0, SEL_HIT); + else /* direction == L_VERT */ + sel_2a = selCreateBrick(2, 1, 0, 0, SEL_HIT); + if (!sel_2a) + return (NUMA *)ERROR_PTR("sel_2a not made", procName, NULL); + + if (runtype == L_RUN_OFF) { + if ((pix1 = pixCopy(NULL, pixs)) == NULL) { + selDestroy(&sel_2a); + return (NUMA *)ERROR_PTR("pix1 not made", procName, NULL); + } + pixInvert(pix1, pix1); + } else { /* runtype == L_RUN_ON */ + pix1 = pixClone(pixs); + } + + /* Get pixel counts at different stages of erosion */ + na = numaCreate(0); + pix2 = pixCreateTemplate(pixs); + pix3 = pixCreateTemplate(pixs); + pixCountPixels(pix1, &count, NULL); + numaAddNumber(na, count); + pixErode(pix2, pix1, sel_2a); + pixCountPixels(pix2, &count, NULL); + numaAddNumber(na, count); + for (i = 0; i < maxsize / 2; i++) { + pixErode(pix3, pix2, sel_2a); + pixCountPixels(pix3, &count, NULL); + numaAddNumber(na, count); + pixErode(pix2, pix3, sel_2a); + pixCountPixels(pix2, &count, NULL); + numaAddNumber(na, count); + } + + /* Compute length histogram */ + size = numaGetCount(na); + nah = numaCreate(size); + numaAddNumber(nah, 0); /* number at length 0 */ + for (i = 1; i < size - 1; i++) { + val = na->array[i+1] - 2 * na->array[i] + na->array[i-1]; + numaAddNumber(nah, val); + } + + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + selDestroy(&sel_2a); + numaDestroy(&na); + return nah; +} + + +/*-----------------------------------------------------------------* + * Composite operations on grayscale images * + *-----------------------------------------------------------------*/ +/*! + * \brief pixTophat() + * + * \param[in] pixs 1 bpp + * \param[in] hsize of Sel; must be odd; origin implicitly in center + * \param[in] vsize ditto + * \param[in] type L_TOPHAT_WHITE: image - opening + * L_TOPHAT_BLACK: closing - image + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Sel is a brick with all elements being hits
+ *      (2) If hsize = vsize = 1, returns an image with all 0 data.
+ *      (3) The L_TOPHAT_WHITE flag emphasizes small bright regions,
+ *          whereas the L_TOPHAT_BLACK flag emphasizes small dark regions.
+ *          The L_TOPHAT_WHITE tophat can be accomplished by doing a
+ *          L_TOPHAT_BLACK tophat on the inverse, or v.v.
+ *
+ */ +PIX * +pixTophat(PIX *pixs, + l_int32 hsize, + l_int32 vsize, + l_int32 type) +{ +PIX *pixt, *pixd; + + PROCNAME("pixTophat"); + + if (!pixs) + return (PIX *)ERROR_PTR("seed pix not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL); + if ((hsize & 1) == 0 ) { + L_WARNING("horiz sel size must be odd; increasing by 1\n", procName); + hsize++; + } + if ((vsize & 1) == 0 ) { + L_WARNING("vert sel size must be odd; increasing by 1\n", procName); + vsize++; + } + if (type != L_TOPHAT_WHITE && type != L_TOPHAT_BLACK) + return (PIX *)ERROR_PTR("type must be L_TOPHAT_BLACK or L_TOPHAT_WHITE", + procName, NULL); + + if (hsize == 1 && vsize == 1) + return pixCreateTemplate(pixs); + + switch (type) + { + case L_TOPHAT_WHITE: + if ((pixt = pixOpenGray(pixs, hsize, vsize)) == NULL) + return (PIX *)ERROR_PTR("pixt not made", procName, NULL); + pixd = pixSubtractGray(NULL, pixs, pixt); + pixDestroy(&pixt); + break; + case L_TOPHAT_BLACK: + if ((pixd = pixCloseGray(pixs, hsize, vsize)) == NULL) + return (PIX *)ERROR_PTR("pixd not made", procName, NULL); + pixSubtractGray(pixd, pixd, pixs); + break; + default: + return (PIX *)ERROR_PTR("invalid type", procName, NULL); + } + + return pixd; +} + + +/*! + * \brief pixHDome() + * + * \param[in] pixs 8 bpp, filling mask + * \param[in] height of seed below the filling maskhdome; must be >= 0 + * \param[in] connectivity 4 or 8 + * \return pixd 8 bpp, or NULL on error + * + * 
+ * Notes:
+ *      (1) It is more efficient to use a connectivity of 4 for the fill.
+ *      (2) This fills bumps to some level, and extracts the unfilled
+ *          part of the bump.  To extract the troughs of basins, first
+ *          invert pixs and then apply pixHDome().
+ *      (3) It is useful to compare the HDome operation with the TopHat.
+ *          The latter extracts peaks or valleys that have a width
+ *          not exceeding the size of the structuring element used
+ *          in the opening or closing, rsp.  The height of the peak is
+ *          irrelevant.  By contrast, for the HDome, the gray seedfill
+ *          is used to extract all peaks that have a height not exceeding
+ *          a given value, regardless of their width!
+ *      (4) Slightly more precisely, suppose you set 'height' = 40.
+ *          Then all bumps in pixs with a height greater than or equal
+ *          to 40 become, in pixd, bumps with a max value of exactly 40.
+ *          All shorter bumps have a max value in pixd equal to the height
+ *          of the bump.
+ *      (5) The method: the filling mask, pixs, is the image whose peaks
+ *          are to be extracted.  The height of a peak is the distance
+ *          between the top of the peak and the highest "leak" to the
+ *          outside -- think of a sombrero, where the leak occurs
+ *          at the highest point on the rim.
+ *            (a) Generate a seed, pixd, by subtracting some value, p, from
+ *                each pixel in the filling mask, pixs.  The value p is
+ *                the 'height' input to this function.
+ *            (b) Fill in pixd starting with this seed, clipping by pixs,
+ *                in the way described in seedfillGrayLow().  The filling
+ *                stops before the peaks in pixs are filled.
+ *                For peaks that have a height > p, pixd is filled to
+ *                the level equal to the (top-of-the-peak - p).
+ *                For peaks of height < p, the peak is left unfilled
+ *                from its highest saddle point (the leak to the outside).
+ *            (c) Subtract the filled seed (pixd) from the filling mask (pixs).
+ *          Note that in this procedure, everything is done starting
+ *          with the filling mask, pixs.
+ *      (6) For segmentation, the resulting image, pixd, can be thresholded
+ *          and used as a seed for another filling operation.
+ *
+ */ +PIX * +pixHDome(PIX *pixs, + l_int32 height, + l_int32 connectivity) +{ +PIX *pixsd, *pixd; + + PROCNAME("pixHDome"); + + if (!pixs) + return (PIX *)ERROR_PTR("src pix not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (height < 0) + return (PIX *)ERROR_PTR("height not >= 0", procName, NULL); + if (height == 0) + return pixCreateTemplate(pixs); + + if ((pixsd = pixCopy(NULL, pixs)) == NULL) + return (PIX *)ERROR_PTR("pixsd not made", procName, NULL); + pixAddConstantGray(pixsd, -height); + pixSeedfillGray(pixsd, pixs, connectivity); + pixd = pixSubtractGray(NULL, pixs, pixsd); + pixDestroy(&pixsd); + return pixd; +} + + +/*! + * \brief pixFastTophat() + * + * \param[in] pixs 8 bpp + * \param[in] xsize width of max/min op, smoothing; any integer >= 1 + * \param[in] ysize height of max/min op, smoothing; any integer >= 1 + * \param[in] type L_TOPHAT_WHITE: image - min + * L_TOPHAT_BLACK: max - image + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) Don't be fooled. This is NOT a tophat.  It is a tophat-like
+ *          operation, where the result is similar to what you'd get
+ *          if you used an erosion instead of an opening, or a dilation
+ *          instead of a closing.
+ *      (2) Instead of opening or closing at full resolution, it does
+ *          a fast downscale/minmax operation, then a quick small smoothing
+ *          at low res, a replicative expansion of the "background"
+ *          to full res, and finally a removal of the background level
+ *          from the input image.  The smoothing step may not be important.
+ *      (3) It does not remove noise as well as a tophat, but it is
+ *          5 to 10 times faster.
+ *          If you need the preciseness of the tophat, don't use this.
+ *      (4) The L_TOPHAT_WHITE flag emphasizes small bright regions,
+ *          whereas the L_TOPHAT_BLACK flag emphasizes small dark regions.
+ *
+ */ +PIX * +pixFastTophat(PIX *pixs, + l_int32 xsize, + l_int32 ysize, + l_int32 type) +{ +PIX *pix1, *pix2, *pix3, *pixd; + + PROCNAME("pixFastTophat"); + + if (!pixs) + return (PIX *)ERROR_PTR("seed pix not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (xsize < 1 || ysize < 1) + return (PIX *)ERROR_PTR("size < 1", procName, NULL); + if (type != L_TOPHAT_WHITE && type != L_TOPHAT_BLACK) + return (PIX *)ERROR_PTR("type must be L_TOPHAT_BLACK or L_TOPHAT_WHITE", + procName, NULL); + + if (xsize == 1 && ysize == 1) + return pixCreateTemplate(pixs); + + switch (type) + { + case L_TOPHAT_WHITE: + if ((pix1 = pixScaleGrayMinMax(pixs, xsize, ysize, L_CHOOSE_MIN)) + == NULL) + return (PIX *)ERROR_PTR("pix1 not made", procName, NULL); + pix2 = pixBlockconv(pix1, 1, 1); /* small smoothing */ + pix3 = pixScaleBySampling(pix2, xsize, ysize); + pixd = pixSubtractGray(NULL, pixs, pix3); + pixDestroy(&pix3); + break; + case L_TOPHAT_BLACK: + if ((pix1 = pixScaleGrayMinMax(pixs, xsize, ysize, L_CHOOSE_MAX)) + == NULL) + return (PIX *)ERROR_PTR("pix1 not made", procName, NULL); + pix2 = pixBlockconv(pix1, 1, 1); /* small smoothing */ + pixd = pixScaleBySampling(pix2, xsize, ysize); + pixSubtractGray(pixd, pixd, pixs); + break; + default: + return (PIX *)ERROR_PTR("invalid type", procName, NULL); + } + + pixDestroy(&pix1); + pixDestroy(&pix2); + return pixd; +} + + +/*! + * \brief pixMorphGradient() + * + * \param[in] pixs 8 bpp + * \param[in] hsize sel width; must be odd; origin implicitly in center + * \param[in] vsize sel height + * \param[in] smoothing half-width of convolution smoothing filter. + * The width is (2 * smoothing + 1, so 0 is no-op. + * \return pixd, or NULL on error + */ +PIX * +pixMorphGradient(PIX *pixs, + l_int32 hsize, + l_int32 vsize, + l_int32 smoothing) +{ +PIX *pixg, *pixd; + + PROCNAME("pixMorphGradient"); + + if (!pixs) + return (PIX *)ERROR_PTR("seed pix not defined", procName, NULL); + if (pixGetDepth(pixs) != 8) + return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL); + if ((hsize & 1) == 0 ) { + L_WARNING("horiz sel size must be odd; increasing by 1\n", procName); + hsize++; + } + if ((vsize & 1) == 0 ) { + L_WARNING("vert sel size must be odd; increasing by 1\n", procName); + vsize++; + } + + /* Optionally smooth first to remove noise. + * If smoothing is 0, just get a copy */ + pixg = pixBlockconvGray(pixs, NULL, smoothing, smoothing); + + /* This gives approximately the gradient of a transition */ + pixd = pixDilateGray(pixg, hsize, vsize); + pixSubtractGray(pixd, pixd, pixg); + pixDestroy(&pixg); + return pixd; +} + + +/*-----------------------------------------------------------------* + * Centroid of component * + *-----------------------------------------------------------------*/ +/*! + * \brief pixaCentroids() + * + * \param[in] pixa of components; 1 or 8 bpp + * \return pta of centroids relative to the UL corner of + * each pix, or NULL on error + * + * 
+ * Notes:
+ *      (1) An error message is returned if any pix has something other
+ *          than 1 bpp or 8 bpp depth, and the centroid from that pix
+ *          is saved as (0, 0).
+ *
+ */ +PTA * +pixaCentroids(PIXA *pixa) +{ +l_int32 i, n; +l_int32 *centtab = NULL; +l_int32 *sumtab = NULL; +l_float32 x, y; +PIX *pix; +PTA *pta; + + PROCNAME("pixaCentroids"); + + if (!pixa) + return (PTA *)ERROR_PTR("pixa not defined", procName, NULL); + if ((n = pixaGetCount(pixa)) == 0) + return (PTA *)ERROR_PTR("no pix in pixa", procName, NULL); + + if ((pta = ptaCreate(n)) == NULL) + return (PTA *)ERROR_PTR("pta not defined", procName, NULL); + centtab = makePixelCentroidTab8(); + sumtab = makePixelSumTab8(); + + for (i = 0; i < n; i++) { + pix = pixaGetPix(pixa, i, L_CLONE); + if (pixCentroid(pix, centtab, sumtab, &x, &y) == 1) + L_ERROR("centroid failure for pix %d\n", procName, i); + pixDestroy(&pix); + ptaAddPt(pta, x, y); + } + + LEPT_FREE(centtab); + LEPT_FREE(sumtab); + return pta; +} + + +/*! + * \brief pixCentroid() + * + * \param[in] pix 1 or 8 bpp + * \param[in] centtab [optional] table for finding centroids; can be null + * \param[in] sumtab [optional] table for finding pixel sums; can be null + * \param[out] pxave x coordinate of centroid, relative to the UL corner + * of the pix + * \param[out] pyave y coordinate of centroid, relative to the UL corner + * of the pix + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The sum and centroid tables are only used for 1 bpp.
+ *      (2) Any table not passed in will be made internally and destroyed
+ *          after use.
+ *
+ */ +l_ok +pixCentroid(PIX *pix, + l_int32 *centtab, + l_int32 *sumtab, + l_float32 *pxave, + l_float32 *pyave) +{ +l_int32 w, h, d, i, j, wpl, pixsum, rowsum, val; +l_float32 xsum, ysum; +l_uint32 *data, *line; +l_uint32 word; +l_uint8 byte; +l_int32 *ctab, *stab; + + PROCNAME("pixCentroid"); + + if (!pxave || !pyave) + return ERROR_INT("&pxave and &pyave not defined", procName, 1); + *pxave = *pyave = 0.0; + if (!pix) + return ERROR_INT("pix not defined", procName, 1); + pixGetDimensions(pix, &w, &h, &d); + if (d != 1 && d != 8) + return ERROR_INT("pix not 1 or 8 bpp", procName, 1); + + ctab = centtab; + stab = sumtab; + if (d == 1) { + pixSetPadBits(pix, 0); + if (!centtab) + ctab = makePixelCentroidTab8(); + if (!sumtab) + stab = makePixelSumTab8(); + } + + data = pixGetData(pix); + wpl = pixGetWpl(pix); + xsum = ysum = 0.0; + pixsum = 0; + if (d == 1) { + for (i = 0; i < h; i++) { + /* The body of this loop computes the sum of the set + * (1) bits on this row, weighted by their distance + * from the left edge of pix, and accumulates that into + * xsum; it accumulates their distance from the top + * edge of pix into ysum, and their total count into + * pixsum. It's equivalent to + * for (j = 0; j < w; j++) { + * if (GET_DATA_BIT(line, j)) { + * xsum += j; + * ysum += i; + * pixsum++; + * } + * } + */ + line = data + wpl * i; + rowsum = 0; + for (j = 0; j < wpl; j++) { + word = line[j]; + if (word) { + byte = word & 0xff; + rowsum += stab[byte]; + xsum += ctab[byte] + (j * 32 + 24) * stab[byte]; + byte = (word >> 8) & 0xff; + rowsum += stab[byte]; + xsum += ctab[byte] + (j * 32 + 16) * stab[byte]; + byte = (word >> 16) & 0xff; + rowsum += stab[byte]; + xsum += ctab[byte] + (j * 32 + 8) * stab[byte]; + byte = (word >> 24) & 0xff; + rowsum += stab[byte]; + xsum += ctab[byte] + j * 32 * stab[byte]; + } + } + pixsum += rowsum; + ysum += rowsum * i; + } + if (pixsum == 0) { + L_WARNING("no ON pixels in pix\n", procName); + } else { + *pxave = xsum / (l_float32)pixsum; + *pyave = ysum / (l_float32)pixsum; + } + } else { /* d == 8 */ + for (i = 0; i < h; i++) { + line = data + wpl * i; + for (j = 0; j < w; j++) { + val = GET_DATA_BYTE(line, j); + xsum += val * j; + ysum += val * i; + pixsum += val; + } + } + if (pixsum == 0) { + L_WARNING("all pixels are 0\n", procName); + } else { + *pxave = xsum / (l_float32)pixsum; + *pyave = ysum / (l_float32)pixsum; + } + } + + if (!centtab) LEPT_FREE(ctab); + if (!sumtab) LEPT_FREE(stab); + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/morphdwa.c b/3rdparty/hgOCR/leptonica/morphdwa.c new file mode 100644 index 00000000..b5da0b37 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/morphdwa.c @@ -0,0 +1,1596 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file morphdwa.c + * 
+ *
+ *    Binary morphological (dwa) ops with brick Sels
+ *         PIX     *pixDilateBrickDwa()
+ *         PIX     *pixErodeBrickDwa()
+ *         PIX     *pixOpenBrickDwa()
+ *         PIX     *pixCloseBrickDwa()
+ *
+ *    Binary composite morphological (dwa) ops with brick Sels
+ *         PIX     *pixDilateCompBrickDwa()
+ *         PIX     *pixErodeCompBrickDwa()
+ *         PIX     *pixOpenCompBrickDwa()
+ *         PIX     *pixCloseCompBrickDwa()
+ *
+ *    Binary extended composite morphological (dwa) ops with brick Sels
+ *         PIX     *pixDilateCompBrickExtendDwa()
+ *         PIX     *pixErodeCompBrickExtendDwa()
+ *         PIX     *pixOpenCompBrickExtendDwa()
+ *         PIX     *pixCloseCompBrickExtendDwa()
+ *         l_int32  getExtendedCompositeParameters()
+ *
+ *    These are higher-level interfaces for dwa morphology with brick Sels.
+ *    Because many morphological operations are performed using
+ *    separable brick Sels, it is useful to have a simple interface
+ *    for this.
+ *
+ *    We have included all 58 of the brick Sels that are generated
+ *    by selaAddBasic().  These are sufficient for all the decomposable
+ *    bricks up to size 63, which is the limit for dwa Sels with
+ *    origins at the center of the Sel.
+ *
+ *    All three sets can be used as the basic interface for general
+ *    brick operations.  Here are the internal calling sequences:
+ *
+ *      (1) If you try to apply a non-decomposable operation, such as
+ *          pixErodeBrickDwa(), with a Sel size that doesn't exist,
+ *          this calls a decomposable operation, pixErodeCompBrickDwa(),
+ *          instead.  This can differ in linear Sel size by up to
+ *          2 pixels from the request.
+ *
+ *      (2) If either Sel brick dimension is greater than 63, the extended
+ *          composite function is called.
+ *
+ *      (3) The extended composite function calls the composite function
+ *          a number of times with size 63, and once with size < 63.
+ *          Because each operation with a size of 63 is done compositely
+ *          with 7 x 9 (exactly 63), the net result is correct in
+ *          length to within 2 pixels.
+ *
+ *    For composite operations, both using a comb and extended (beyond 63),
+ *    horizontal and vertical operations are composed separately
+ *    and sequentially.
+ *
+ *    We have also included use of all the 76 comb Sels that are generated
+ *    by selaAddDwaCombs().  The generated code is in dwacomb.2.c
+ *    and dwacomblow.2.c.  These are used for the composite dwa
+ *    brick operations.
+ *
+ *    The non-composite brick operations, such as pixDilateBrickDwa(),
+ *    will call the associated composite operation in situations where
+ *    the requisite brick Sel has not been compiled into fmorphgen*.1.c.
+ *
+ *    If you want to use brick Sels that are not represented in the
+ *    basic set of 58, you must generate the dwa code to implement them.
+ *    You have three choices for how to use these:
+ *
+ *    (1) Add both the new Sels and the dwa code to the library:
+ *        ~ For simplicity, add your new brick Sels to those defined
+ *          in selaAddBasic().
+ *        ~ Recompile the library.
+ *        ~ Make prog/fmorphautogen.
+ *        ~ Run prog/fmorphautogen, to generate new versions of the
+ *          dwa code in fmorphgen.1.c and fmorphgenlow.1.c.
+ *        ~ Copy these two files to src.
+ *        ~ Recompile the library again.
+ *        ~ Use the new brick Sels in your program and compile it.
+ *
+ *    (2) Make both the new Sels and dwa code outside the library,
+ *        and link it directly to an executable:
+ *        ~ Write a function to generate the new Sels in a Sela, and call
+ *          fmorphautogen(sela, , filename) to generate the code.
+ *        ~ Compile your program that uses the newly generated function
+ *          pixMorphDwa_(), and link to the two new C files.
+ *
+ *    (3) Make the new Sels in the library and use the dwa code outside it:
+ *        ~ Add code in the library to generate your new brick Sels.
+ *          (It is suggested that you NOT add these Sels to the
+ *          selaAddBasic() function; write a new function that generates
+ *          a new Sela.)
+ *        ~ Recompile the library.
+ *        ~ Write a small program that generates the Sela and calls
+ *          fmorphautogen(sela, , filename) to generate the code.
+ *        ~ Compile your program that uses the newly generated function
+ *          pixMorphDwa_(), and link to the two new C files.
+ *       As an example of this approach, see prog/dwamorph*_reg.c:
+ *        ~ added selaAddDwaLinear() to sel2.c
+ *        ~ wrote dwamorph1_reg.c, to generate the dwa code.
+ *        ~ compiled and linked the generated code with the application,
+ *          dwamorph2_reg.c.  (Note: because this was a regression test,
+ *          dwamorph1_reg also builds and runs the application program.)
+ *
+ */ + +#include "allheaders.h" + +#ifndef NO_CONSOLE_IO +#define DEBUG_SEL_LOOKUP 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*-----------------------------------------------------------------* + * Binary morphological (dwa) ops with brick Sels * + *-----------------------------------------------------------------*/ +/*! + * \brief pixDilateBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) These implement 2D brick Sels, using linear Sels generated
+ *          with selaAddBasic().
+ *      (2) A brick Sel has hits for all elements.
+ *      (3) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (6) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (7) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixDilateBrickDwa(NULL, pixs, ...);
+ *          (b) pixDilateBrickDwa(pixs, pixs, ...);
+ *          (c) pixDilateBrickDwa(pixd, pixs, ...);
+ *      (8) The size of pixd is determined by pixs.
+ *      (9) If either linear Sel is not found, this calls
+ *          the appropriate decomposible function.
+ *
+ */ +PIX * +pixDilateBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 found; +char *selnameh, *selnamev; +SELA *sela; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixDilateBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + sela = selaAddBasic(NULL); + found = TRUE; + selnameh = selnamev = NULL; + if (hsize > 1) { + selnameh = selaGetBrickName(sela, hsize, 1); + if (!selnameh) found = FALSE; + } + if (vsize > 1) { + selnamev = selaGetBrickName(sela, 1, vsize); + if (!selnamev) found = FALSE; + } + selaDestroy(&sela); + if (!found) { + L_INFO("Calling the decomposable dwa function\n", procName); + if (selnameh) LEPT_FREE(selnameh); + if (selnamev) LEPT_FREE(selnamev); + return pixDilateCompBrickDwa(pixd, pixs, hsize, vsize); + } + + if (vsize == 1) { + pixt2 = pixMorphDwa_1(NULL, pixs, L_MORPH_DILATE, selnameh); + LEPT_FREE(selnameh); + } else if (hsize == 1) { + pixt2 = pixMorphDwa_1(NULL, pixs, L_MORPH_DILATE, selnamev); + LEPT_FREE(selnamev); + } else { + pixt1 = pixAddBorder(pixs, 32, 0); + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh); + pixFMorphopGen_1(pixt1, pixt3, L_MORPH_DILATE, selnamev); + pixt2 = pixRemoveBorder(pixt1, 32); + pixDestroy(&pixt1); + pixDestroy(&pixt3); + LEPT_FREE(selnameh); + LEPT_FREE(selnamev); + } + + if (!pixd) + return pixt2; + + pixTransferAllData(pixd, &pixt2, 0, 0); + return pixd; +} + + +/*! + * \brief pixErodeBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) These implement 2D brick Sels, using linear Sels generated
+ *          with selaAddBasic().
+ *      (2) A brick Sel has hits for all elements.
+ *      (3) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (6) Note that we must always set or clear the border pixels
+ *          before each operation, depending on the the b.c.
+ *          (symmetric or asymmetric).
+ *      (7) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (8) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixErodeBrickDwa(NULL, pixs, ...);
+ *          (b) pixErodeBrickDwa(pixs, pixs, ...);
+ *          (c) pixErodeBrickDwa(pixd, pixs, ...);
+ *      (9) The size of the result is determined by pixs.
+ *      (10) If either linear Sel is not found, this calls
+ *           the appropriate decomposible function.
+ *
+ */ +PIX * +pixErodeBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 found; +char *selnameh, *selnamev; +SELA *sela; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixErodeBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + sela = selaAddBasic(NULL); + found = TRUE; + selnameh = selnamev = NULL; + if (hsize > 1) { + selnameh = selaGetBrickName(sela, hsize, 1); + if (!selnameh) found = FALSE; + } + if (vsize > 1) { + selnamev = selaGetBrickName(sela, 1, vsize); + if (!selnamev) found = FALSE; + } + selaDestroy(&sela); + if (!found) { + L_INFO("Calling the decomposable dwa function\n", procName); + if (selnameh) LEPT_FREE(selnameh); + if (selnamev) LEPT_FREE(selnamev); + return pixErodeCompBrickDwa(pixd, pixs, hsize, vsize); + } + + if (vsize == 1) { + pixt2 = pixMorphDwa_1(NULL, pixs, L_MORPH_ERODE, selnameh); + LEPT_FREE(selnameh); + } else if (hsize == 1) { + pixt2 = pixMorphDwa_1(NULL, pixs, L_MORPH_ERODE, selnamev); + LEPT_FREE(selnamev); + } else { + pixt1 = pixAddBorder(pixs, 32, 0); + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh); + pixFMorphopGen_1(pixt1, pixt3, L_MORPH_ERODE, selnamev); + pixt2 = pixRemoveBorder(pixt1, 32); + pixDestroy(&pixt1); + pixDestroy(&pixt3); + LEPT_FREE(selnameh); + LEPT_FREE(selnamev); + } + + if (!pixd) + return pixt2; + + pixTransferAllData(pixd, &pixt2, 0, 0); + return pixd; +} + + +/*! + * \brief pixOpenBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) These implement 2D brick Sels, using linear Sels generated
+ *          with selaAddBasic().
+ *      (2) A brick Sel has hits for all elements.
+ *      (3) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (4) Do separably if both hsize and vsize are > 1.
+ *      (5) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (6) Note that we must always set or clear the border pixels
+ *          before each operation, depending on the the b.c.
+ *          (symmetric or asymmetric).
+ *      (7) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (8) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixOpenBrickDwa(NULL, pixs, ...);
+ *          (b) pixOpenBrickDwa(pixs, pixs, ...);
+ *          (c) pixOpenBrickDwa(pixd, pixs, ...);
+ *      (9) The size of the result is determined by pixs.
+ *      (10) If either linear Sel is not found, this calls
+ *           the appropriate decomposible function.
+ *
+ */ +PIX * +pixOpenBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 found; +char *selnameh, *selnamev; +SELA *sela; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixOpenBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + sela = selaAddBasic(NULL); + found = TRUE; + selnameh = selnamev = NULL; + if (hsize > 1) { + selnameh = selaGetBrickName(sela, hsize, 1); + if (!selnameh) found = FALSE; + } + if (vsize > 1) { + selnamev = selaGetBrickName(sela, 1, vsize); + if (!selnamev) found = FALSE; + } + selaDestroy(&sela); + if (!found) { + L_INFO("Calling the decomposable dwa function\n", procName); + if (selnameh) LEPT_FREE(selnameh); + if (selnamev) LEPT_FREE(selnamev); + return pixOpenCompBrickDwa(pixd, pixs, hsize, vsize); + } + + pixt1 = pixAddBorder(pixs, 32, 0); + if (vsize == 1) { /* horizontal only */ + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_OPEN, selnameh); + LEPT_FREE(selnameh); + } else if (hsize == 1) { /* vertical only */ + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_OPEN, selnamev); + LEPT_FREE(selnamev); + } else { /* do separable */ + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_ERODE, selnamev); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnameh); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_DILATE, selnamev); + LEPT_FREE(selnameh); + LEPT_FREE(selnamev); + pixDestroy(&pixt3); + } + pixt3 = pixRemoveBorder(pixt2, 32); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixTransferAllData(pixd, &pixt3, 0, 0); + return pixd; +} + + +/*! + * \brief pixCloseBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) This is a 'safe' closing; we add an extra border of 32 OFF
+ *          pixels for the standard asymmetric b.c.
+ *      (2) These implement 2D brick Sels, using linear Sels generated
+ *          with selaAddBasic().
+ *      (3) A brick Sel has hits for all elements.
+ *      (4) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (5) Do separably if both hsize and vsize are > 1.
+ *      (6) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (7) Note that we must always set or clear the border pixels
+ *          before each operation, depending on the the b.c.
+ *          (symmetric or asymmetric).
+ *      (8) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (9) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseBrickDwa(NULL, pixs, ...);
+ *          (b) pixCloseBrickDwa(pixs, pixs, ...);
+ *          (c) pixCloseBrickDwa(pixd, pixs, ...);
+ *      (10) The size of the result is determined by pixs.
+ *      (11) If either linear Sel is not found, this calls
+ *           the appropriate decomposible function.
+ *
+ */ +PIX * +pixCloseBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 bordercolor, bordersize, found; +char *selnameh, *selnamev; +SELA *sela; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixCloseBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + sela = selaAddBasic(NULL); + found = TRUE; + selnameh = selnamev = NULL; + if (hsize > 1) { + selnameh = selaGetBrickName(sela, hsize, 1); + if (!selnameh) found = FALSE; + } + if (vsize > 1) { + selnamev = selaGetBrickName(sela, 1, vsize); + if (!selnamev) found = FALSE; + } + selaDestroy(&sela); + if (!found) { + L_INFO("Calling the decomposable dwa function\n", procName); + if (selnameh) LEPT_FREE(selnameh); + if (selnamev) LEPT_FREE(selnamev); + return pixCloseCompBrickDwa(pixd, pixs, hsize, vsize); + } + + /* For "safe closing" with ASYMMETRIC_MORPH_BC, we always need + * an extra 32 OFF pixels around the image (in addition to + * the 32 added pixels for all dwa operations), whereas with + * SYMMETRIC_MORPH_BC this is not necessary. */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + if (bordercolor == 0) /* asymmetric b.c. */ + bordersize = 64; + else /* symmetric b.c. */ + bordersize = 32; + pixt1 = pixAddBorder(pixs, bordersize, 0); + + if (vsize == 1) { /* horizontal only */ + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_CLOSE, selnameh); + LEPT_FREE(selnameh); + } else if (hsize == 1) { /* vertical only */ + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_CLOSE, selnamev); + LEPT_FREE(selnamev); + } else { /* do separable */ + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_DILATE, selnamev); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnameh); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_ERODE, selnamev); + LEPT_FREE(selnameh); + LEPT_FREE(selnamev); + pixDestroy(&pixt3); + } + pixt3 = pixRemoveBorder(pixt2, bordersize); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixTransferAllData(pixd, &pixt3, 0, 0); + return pixd; +} + + +/*-----------------------------------------------------------------* + * Binary composite morphological (dwa) ops with brick Sels * + *-----------------------------------------------------------------*/ +/*! + * \brief pixDilateCompBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) These implement a separable composite dilation with 2D brick Sels.
+ *      (2) For efficiency, it may decompose each linear morphological
+ *          operation into two (brick + comb).
+ *      (3) A brick Sel has hits for all elements.
+ *      (4) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (5) Do separably if both hsize and vsize are > 1.
+ *      (6) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (7) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (8) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixDilateCompBrickDwa(NULL, pixs, ...);
+ *          (b) pixDilateCompBrickDwa(pixs, pixs, ...);
+ *          (c) pixDilateCompBrickDwa(pixd, pixs, ...);
+ *      (9) The size of pixd is determined by pixs.
+ *      (10) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *           but not necessarily equal to it.  It attempts to optimize:
+ *              (a) for consistency with the input values: the product
+ *                  of terms is close to the input size
+ *              (b) for efficiency of the operation: the sum of the
+ *                  terms is small; ideally about twice the square
+ *                   root of the input size.
+ *           So, for example, if the input hsize = 37, which is
+ *           a prime number, the decomposer will break this into two
+ *           terms, 6 and 6, so that the net result is a dilation
+ *           with hsize = 36.
+ *
+ */ +PIX * +pixDilateCompBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +char *selnameh1, *selnameh2, *selnamev1, *selnamev2; +l_int32 hsize1, hsize2, vsize1, vsize2; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixDilateCompBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + if (hsize > 63 || vsize > 63) + return pixDilateCompBrickExtendDwa(pixd, pixs, hsize, vsize); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + hsize1 = hsize2 = vsize1 = vsize2 = 1; + selnameh1 = selnameh2 = selnamev1 = selnamev2 = NULL; + if (hsize > 1) + getCompositeParameters(hsize, &hsize1, &hsize2, &selnameh1, + &selnameh2, NULL, NULL); + if (vsize > 1) + getCompositeParameters(vsize, &vsize1, &vsize2, NULL, NULL, + &selnamev1, &selnamev2); + +#if DEBUG_SEL_LOOKUP + fprintf(stderr, "nameh1=%s, nameh2=%s, namev1=%s, namev2=%s\n", + selnameh1, selnameh2, selnamev1, selnamev2); + fprintf(stderr, "hsize1=%d, hsize2=%d, vsize1=%d, vsize2=%d\n", + hsize1, hsize2, vsize1, vsize2); +#endif /* DEBUG_SEL_LOOKUP */ + + pixt1 = pixAddBorder(pixs, 64, 0); + if (vsize == 1) { + if (hsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_DILATE, selnameh2); + pixDestroy(&pixt3); + } + } else if (hsize == 1) { + if (vsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnamev1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnamev1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_DILATE, selnamev2); + pixDestroy(&pixt3); + } + } else { /* vsize and hsize both > 1 */ + if (hsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + } else { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + pixt3 = pixFMorphopGen_2(NULL, pixt2, L_MORPH_DILATE, selnameh2); + pixDestroy(&pixt2); + } + if (vsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_DILATE, selnamev1); + } else { + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_DILATE, selnamev1); + pixFMorphopGen_2(pixt2, pixt2, L_MORPH_DILATE, selnamev2); + } + pixDestroy(&pixt3); + } + pixDestroy(&pixt1); + pixt1 = pixRemoveBorder(pixt2, 64); + pixDestroy(&pixt2); + if (selnameh1) LEPT_FREE(selnameh1); + if (selnameh2) LEPT_FREE(selnameh2); + if (selnamev1) LEPT_FREE(selnamev1); + if (selnamev2) LEPT_FREE(selnamev2); + + if (!pixd) + return pixt1; + + pixTransferAllData(pixd, &pixt1, 0, 0); + return pixd; +} + + +/*! + * \brief pixErodeCompBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) These implement a separable composite erosion with 2D brick Sels.
+ *      (2) For efficiency, it may decompose each linear morphological
+ *          operation into two (brick + comb).
+ *      (3) A brick Sel has hits for all elements.
+ *      (4) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (5) Do separably if both hsize and vsize are > 1.
+ *      (6) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (7) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (8) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixErodeCompBrickDwa(NULL, pixs, ...);
+ *          (b) pixErodeCompBrickDwa(pixs, pixs, ...);
+ *          (c) pixErodeCompBrickDwa(pixd, pixs, ...);
+ *      (9) The size of pixd is determined by pixs.
+ *      (10) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *           but not necessarily equal to it.  It attempts to optimize:
+ *              (a) for consistency with the input values: the product
+ *                  of terms is close to the input size
+ *              (b) for efficiency of the operation: the sum of the
+ *                  terms is small; ideally about twice the square
+ *                   root of the input size.
+ *           So, for example, if the input hsize = 37, which is
+ *           a prime number, the decomposer will break this into two
+ *           terms, 6 and 6, so that the net result is a dilation
+ *           with hsize = 36.
+ *
+ */ +PIX * +pixErodeCompBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +char *selnameh1, *selnameh2, *selnamev1, *selnamev2; +l_int32 hsize1, hsize2, vsize1, vsize2, bordercolor; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixErodeCompBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + if (hsize > 63 || vsize > 63) + return pixErodeCompBrickExtendDwa(pixd, pixs, hsize, vsize); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + hsize1 = hsize2 = vsize1 = vsize2 = 1; + selnameh1 = selnameh2 = selnamev1 = selnamev2 = NULL; + if (hsize > 1) + getCompositeParameters(hsize, &hsize1, &hsize2, &selnameh1, + &selnameh2, NULL, NULL); + if (vsize > 1) + getCompositeParameters(vsize, &vsize1, &vsize2, NULL, NULL, + &selnamev1, &selnamev2); + + /* For symmetric b.c., bordercolor == 1 for erosion */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + pixt1 = pixAddBorder(pixs, 64, bordercolor); + + if (vsize == 1) { + if (hsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_ERODE, selnameh2); + pixDestroy(&pixt3); + } + } else if (hsize == 1) { + if (vsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnamev1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnamev1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_ERODE, selnamev2); + pixDestroy(&pixt3); + } + } else { /* vsize and hsize both > 1 */ + if (hsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + } else { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + pixt3 = pixFMorphopGen_2(NULL, pixt2, L_MORPH_ERODE, selnameh2); + pixDestroy(&pixt2); + } + if (vsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_ERODE, selnamev1); + } else { + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_ERODE, selnamev1); + pixFMorphopGen_2(pixt2, pixt2, L_MORPH_ERODE, selnamev2); + } + pixDestroy(&pixt3); + } + pixDestroy(&pixt1); + pixt1 = pixRemoveBorder(pixt2, 64); + pixDestroy(&pixt2); + if (selnameh1) LEPT_FREE(selnameh1); + if (selnameh2) LEPT_FREE(selnameh2); + if (selnamev1) LEPT_FREE(selnamev1); + if (selnamev2) LEPT_FREE(selnamev2); + + if (!pixd) + return pixt1; + + pixTransferAllData(pixd, &pixt1, 0, 0); + return pixd; +} + + +/*! + * \brief pixOpenCompBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) These implement a separable composite opening with 2D brick Sels.
+ *      (2) For efficiency, it may decompose each linear morphological
+ *          operation into two (brick + comb).
+ *      (3) A brick Sel has hits for all elements.
+ *      (4) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (5) Do separably if both hsize and vsize are > 1.
+ *      (6) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (7) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (8) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixOpenCompBrickDwa(NULL, pixs, ...);
+ *          (b) pixOpenCompBrickDwa(pixs, pixs, ...);
+ *          (c) pixOpenCompBrickDwa(pixd, pixs, ...);
+ *      (9) The size of pixd is determined by pixs.
+ *      (10) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *           but not necessarily equal to it.  It attempts to optimize:
+ *              (a) for consistency with the input values: the product
+ *                  of terms is close to the input size
+ *              (b) for efficiency of the operation: the sum of the
+ *                  terms is small; ideally about twice the square
+ *                   root of the input size.
+ *           So, for example, if the input hsize = 37, which is
+ *           a prime number, the decomposer will break this into two
+ *           terms, 6 and 6, so that the net result is a dilation
+ *           with hsize = 36.
+ *
+ */ +PIX * +pixOpenCompBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +char *selnameh1, *selnameh2, *selnamev1, *selnamev2; +l_int32 hsize1, hsize2, vsize1, vsize2, bordercolor; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixOpenCompBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + if (hsize > 63 || vsize > 63) + return pixOpenCompBrickExtendDwa(pixd, pixs, hsize, vsize); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + hsize1 = hsize2 = vsize1 = vsize2 = 1; + selnameh1 = selnameh2 = selnamev1 = selnamev2 = NULL; + if (hsize > 1) + getCompositeParameters(hsize, &hsize1, &hsize2, &selnameh1, + &selnameh2, NULL, NULL); + if (vsize > 1) + getCompositeParameters(vsize, &vsize1, &vsize2, NULL, NULL, + &selnamev1, &selnamev2); + + /* For symmetric b.c., initialize erosion with bordercolor == 1 */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + pixt1 = pixAddBorder(pixs, 64, bordercolor); + + if (vsize == 1) { + if (hsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + if (bordercolor == 1) + pixSetOrClearBorder(pixt3, 64, 64, 64, 64, PIX_CLR); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_DILATE, selnameh1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_ERODE, selnameh2); + if (bordercolor == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_CLR); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnameh1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_DILATE, selnameh2); + } + } else if (hsize == 1) { + if (vsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnamev1); + if (bordercolor == 1) + pixSetOrClearBorder(pixt3, 64, 64, 64, 64, PIX_CLR); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_DILATE, selnamev1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnamev1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_ERODE, selnamev2); + if (bordercolor == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_CLR); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_DILATE, selnamev2); + } + } else { /* vsize and hsize both > 1 */ + if (hsize2 == 1 && vsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_ERODE, selnamev1); + if (bordercolor == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_CLR); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnameh1); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_DILATE, selnamev1); + } else if (vsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_ERODE, selnameh2); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnamev1); + if (bordercolor == 1) + pixSetOrClearBorder(pixt3, 64, 64, 64, 64, PIX_CLR); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_DILATE, selnameh1); + pixFMorphopGen_2(pixt3, pixt2, L_MORPH_DILATE, selnameh2); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_DILATE, selnamev1); + } else if (hsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_ERODE, selnamev1); + pixFMorphopGen_2(pixt3, pixt2, L_MORPH_ERODE, selnamev2); + if (bordercolor == 1) + pixSetOrClearBorder(pixt3, 64, 64, 64, 64, PIX_CLR); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_DILATE, selnameh1); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_DILATE, selnamev2); + } else { /* both directions are combed */ + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_ERODE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_ERODE, selnameh2); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_ERODE, selnamev2); + if (bordercolor == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_CLR); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnameh1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_DILATE, selnameh2); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_DILATE, selnamev2); + } + } + pixDestroy(&pixt3); + + pixDestroy(&pixt1); + pixt1 = pixRemoveBorder(pixt2, 64); + pixDestroy(&pixt2); + if (selnameh1) LEPT_FREE(selnameh1); + if (selnameh2) LEPT_FREE(selnameh2); + if (selnamev1) LEPT_FREE(selnamev1); + if (selnamev2) LEPT_FREE(selnamev2); + + if (!pixd) + return pixt1; + + pixTransferAllData(pixd, &pixt1, 0, 0); + return pixd; +} + + +/*! + * \brief pixCloseCompBrickDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) This implements a separable composite safe closing with 2D
+ *          brick Sels.
+ *      (2) For efficiency, it may decompose each linear morphological
+ *          operation into two (brick + comb).
+ *      (3) A brick Sel has hits for all elements.
+ *      (4) The origin of the Sel is at (x, y) = (hsize/2, vsize/2)
+ *      (5) Do separably if both hsize and vsize are > 1.
+ *      (6) It is necessary that both horizontal and vertical Sels
+ *          of the input size are defined in the basic sela.
+ *      (7) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (8) For clarity, if the case is known, use these patterns:
+ *          (a) pixd = pixCloseCompBrickDwa(NULL, pixs, ...);
+ *          (b) pixCloseCompBrickDwa(pixs, pixs, ...);
+ *          (c) pixCloseCompBrickDwa(pixd, pixs, ...);
+ *      (9) The size of pixd is determined by pixs.
+ *      (10) CAUTION: both hsize and vsize are being decomposed.
+ *          The decomposer chooses a product of sizes (call them
+ *          'terms') for each that is close to the input size,
+ *           but not necessarily equal to it.  It attempts to optimize:
+ *              (a) for consistency with the input values: the product
+ *                  of terms is close to the input size
+ *              (b) for efficiency of the operation: the sum of the
+ *                  terms is small; ideally about twice the square
+ *                   root of the input size.
+ *           So, for example, if the input hsize = 37, which is
+ *           a prime number, the decomposer will break this into two
+ *           terms, 6 and 6, so that the net result is a dilation
+ *           with hsize = 36.
+ *
+ */ +PIX * +pixCloseCompBrickDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +char *selnameh1, *selnameh2, *selnamev1, *selnamev2; +l_int32 hsize1, hsize2, vsize1, vsize2, setborder; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixCloseCompBrickDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + if (hsize > 63 || vsize > 63) + return pixCloseCompBrickExtendDwa(pixd, pixs, hsize, vsize); + + if (hsize == 1 && vsize == 1) + return pixCopy(pixd, pixs); + + hsize1 = hsize2 = vsize1 = vsize2 = 1; + selnameh1 = selnameh2 = selnamev1 = selnamev2 = NULL; + if (hsize > 1) + getCompositeParameters(hsize, &hsize1, &hsize2, &selnameh1, + &selnameh2, NULL, NULL); + if (vsize > 1) + getCompositeParameters(vsize, &vsize1, &vsize2, NULL, NULL, + &selnamev1, &selnamev2); + + pixt3 = NULL; + /* For symmetric b.c., PIX_SET border for erosions */ + setborder = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + pixt1 = pixAddBorder(pixs, 64, 0); + + if (vsize == 1) { + if (hsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_CLOSE, selnameh1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_DILATE, selnameh2); + if (setborder == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_SET); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnameh1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_ERODE, selnameh2); + } + } else if (hsize == 1) { + if (vsize2 == 1) { + pixt2 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_CLOSE, selnamev1); + } else { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnamev1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_DILATE, selnamev2); + if (setborder == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_SET); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_ERODE, selnamev2); + } + } else { /* vsize and hsize both > 1 */ + if (hsize2 == 1 && vsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_DILATE, selnamev1); + if (setborder == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_SET); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnameh1); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_ERODE, selnamev1); + } else if (vsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_DILATE, selnameh2); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnamev1); + if (setborder == 1) + pixSetOrClearBorder(pixt3, 64, 64, 64, 64, PIX_SET); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_ERODE, selnameh1); + pixFMorphopGen_2(pixt3, pixt2, L_MORPH_ERODE, selnameh2); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_ERODE, selnamev1); + } else if (hsize2 == 1) { + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + pixt2 = pixFMorphopGen_1(NULL, pixt3, L_MORPH_DILATE, selnamev1); + pixFMorphopGen_2(pixt3, pixt2, L_MORPH_DILATE, selnamev2); + if (setborder == 1) + pixSetOrClearBorder(pixt3, 64, 64, 64, 64, PIX_SET); + pixFMorphopGen_1(pixt2, pixt3, L_MORPH_ERODE, selnameh1); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_ERODE, selnamev2); + } else { /* both directions are combed */ + pixt3 = pixFMorphopGen_1(NULL, pixt1, L_MORPH_DILATE, selnameh1); + pixt2 = pixFMorphopGen_2(NULL, pixt3, L_MORPH_DILATE, selnameh2); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_DILATE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_DILATE, selnamev2); + if (setborder == 1) + pixSetOrClearBorder(pixt2, 64, 64, 64, 64, PIX_SET); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnameh1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_ERODE, selnameh2); + pixFMorphopGen_1(pixt3, pixt2, L_MORPH_ERODE, selnamev1); + pixFMorphopGen_2(pixt2, pixt3, L_MORPH_ERODE, selnamev2); + } + } + pixDestroy(&pixt3); + + pixDestroy(&pixt1); + pixt1 = pixRemoveBorder(pixt2, 64); + pixDestroy(&pixt2); + if (selnameh1) LEPT_FREE(selnameh1); + if (selnameh2) LEPT_FREE(selnameh2); + if (selnamev1) LEPT_FREE(selnamev1); + if (selnamev2) LEPT_FREE(selnamev2); + + if (!pixd) + return pixt1; + + pixTransferAllData(pixd, &pixt1, 0, 0); + return pixd; +} + + +/*--------------------------------------------------------------------------* + * Binary expanded composite morphological (dwa) ops with brick Sels * + *--------------------------------------------------------------------------*/ +/*! + * \brief pixDilateCompBrickExtendDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) Ankur Jain suggested and implemented extending the composite
+ *          DWA operations beyond the 63 pixel limit.  This is a
+ *          simplified and approximate implementation of the extension.
+ *          This allows arbitrary Dwa morph operations using brick Sels,
+ *          by decomposing the horizontal and vertical dilations into
+ *          a sequence of 63-element dilations plus a dilation of size
+ *          between 3 and 62.
+ *      (2) The 63-element dilations are exact, whereas the extra dilation
+ *          is approximate, because the underlying decomposition is
+ *          in pixDilateCompBrickDwa().  See there for further details.
+ *      (3) There are three cases:
+ *          (a) pixd == null   (result into new pixd)
+ *          (b) pixd == pixs   (in-place; writes result back to pixs)
+ *          (c) pixd != pixs   (puts result into existing pixd)
+ *      (4) There is no need to call this directly:  pixDilateCompBrickDwa()
+ *          calls this function if either brick dimension exceeds 63.
+ *
+ */ +PIX * +pixDilateCompBrickExtendDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 i, nops, nh, extrah, nv, extrav; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixDilateCompBrickExtendDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize < 64 && vsize < 64) + return pixDilateCompBrickDwa(pixd, pixs, hsize, vsize); + + if (hsize > 63) + getExtendedCompositeParameters(hsize, &nh, &extrah, NULL); + if (vsize > 63) + getExtendedCompositeParameters(vsize, &nv, &extrav, NULL); + + /* Horizontal dilation first: pixs --> pixt2. Do not alter pixs. */ + pixt1 = pixCreateTemplate(pixs); /* temp image */ + if (hsize == 1) { + pixt2 = pixClone(pixs); + } else if (hsize < 64) { + pixt2 = pixDilateCompBrickDwa(NULL, pixs, hsize, 1); + } else if (hsize == 64) { /* approximate */ + pixt2 = pixDilateCompBrickDwa(NULL, pixs, 63, 1); + } else { + nops = (extrah < 3) ? nh : nh + 1; + if (nops & 1) { /* odd */ + if (extrah > 2) + pixt2 = pixDilateCompBrickDwa(NULL, pixs, extrah, 1); + else + pixt2 = pixDilateCompBrickDwa(NULL, pixs, 63, 1); + for (i = 0; i < nops / 2; i++) { + pixDilateCompBrickDwa(pixt1, pixt2, 63, 1); + pixDilateCompBrickDwa(pixt2, pixt1, 63, 1); + } + } else { /* nops even */ + if (extrah > 2) { + pixDilateCompBrickDwa(pixt1, pixs, extrah, 1); + pixt2 = pixDilateCompBrickDwa(NULL, pixt1, 63, 1); + } else { /* they're all 63s */ + pixDilateCompBrickDwa(pixt1, pixs, 63, 1); + pixt2 = pixDilateCompBrickDwa(NULL, pixt1, 63, 1); + } + for (i = 0; i < nops / 2 - 1; i++) { + pixDilateCompBrickDwa(pixt1, pixt2, 63, 1); + pixDilateCompBrickDwa(pixt2, pixt1, 63, 1); + } + } + } + + /* Vertical dilation: pixt2 --> pixt3. */ + if (vsize == 1) { + pixt3 = pixClone(pixt2); + } else if (vsize < 64) { + pixt3 = pixDilateCompBrickDwa(NULL, pixt2, 1, vsize); + } else if (vsize == 64) { /* approximate */ + pixt3 = pixDilateCompBrickDwa(NULL, pixt2, 1, 63); + } else { + nops = (extrav < 3) ? nv : nv + 1; + if (nops & 1) { /* odd */ + if (extrav > 2) + pixt3 = pixDilateCompBrickDwa(NULL, pixt2, 1, extrav); + else + pixt3 = pixDilateCompBrickDwa(NULL, pixt2, 1, 63); + for (i = 0; i < nops / 2; i++) { + pixDilateCompBrickDwa(pixt1, pixt3, 1, 63); + pixDilateCompBrickDwa(pixt3, pixt1, 1, 63); + } + } else { /* nops even */ + if (extrav > 2) { + pixDilateCompBrickDwa(pixt1, pixt2, 1, extrav); + pixt3 = pixDilateCompBrickDwa(NULL, pixt1, 1, 63); + } else { /* they're all 63s */ + pixDilateCompBrickDwa(pixt1, pixt2, 1, 63); + pixt3 = pixDilateCompBrickDwa(NULL, pixt1, 1, 63); + } + for (i = 0; i < nops / 2 - 1; i++) { + pixDilateCompBrickDwa(pixt1, pixt3, 1, 63); + pixDilateCompBrickDwa(pixt3, pixt1, 1, 63); + } + } + } + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixTransferAllData(pixd, &pixt3, 0, 0); + return pixd; +} + + +/*! + * \brief pixErodeCompBrickExtendDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      (1) See pixDilateCompBrickExtendDwa() for usage.
+ *      (2) There is no need to call this directly:  pixErodeCompBrickDwa()
+ *          calls this function if either brick dimension exceeds 63.
+ *
+ */ +PIX * +pixErodeCompBrickExtendDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 i, nops, nh, extrah, nv, extrav; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixErodeCompBrickExtendDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + if (hsize < 64 && vsize < 64) + return pixErodeCompBrickDwa(pixd, pixs, hsize, vsize); + + if (hsize > 63) + getExtendedCompositeParameters(hsize, &nh, &extrah, NULL); + if (vsize > 63) + getExtendedCompositeParameters(vsize, &nv, &extrav, NULL); + + /* Horizontal erosion first: pixs --> pixt2. Do not alter pixs. */ + pixt1 = pixCreateTemplate(pixs); /* temp image */ + if (hsize == 1) { + pixt2 = pixClone(pixs); + } else if (hsize < 64) { + pixt2 = pixErodeCompBrickDwa(NULL, pixs, hsize, 1); + } else if (hsize == 64) { /* approximate */ + pixt2 = pixErodeCompBrickDwa(NULL, pixs, 63, 1); + } else { + nops = (extrah < 3) ? nh : nh + 1; + if (nops & 1) { /* odd */ + if (extrah > 2) + pixt2 = pixErodeCompBrickDwa(NULL, pixs, extrah, 1); + else + pixt2 = pixErodeCompBrickDwa(NULL, pixs, 63, 1); + for (i = 0; i < nops / 2; i++) { + pixErodeCompBrickDwa(pixt1, pixt2, 63, 1); + pixErodeCompBrickDwa(pixt2, pixt1, 63, 1); + } + } else { /* nops even */ + if (extrah > 2) { + pixErodeCompBrickDwa(pixt1, pixs, extrah, 1); + pixt2 = pixErodeCompBrickDwa(NULL, pixt1, 63, 1); + } else { /* they're all 63s */ + pixErodeCompBrickDwa(pixt1, pixs, 63, 1); + pixt2 = pixErodeCompBrickDwa(NULL, pixt1, 63, 1); + } + for (i = 0; i < nops / 2 - 1; i++) { + pixErodeCompBrickDwa(pixt1, pixt2, 63, 1); + pixErodeCompBrickDwa(pixt2, pixt1, 63, 1); + } + } + } + + /* Vertical erosion: pixt2 --> pixt3. */ + if (vsize == 1) { + pixt3 = pixClone(pixt2); + } else if (vsize < 64) { + pixt3 = pixErodeCompBrickDwa(NULL, pixt2, 1, vsize); + } else if (vsize == 64) { /* approximate */ + pixt3 = pixErodeCompBrickDwa(NULL, pixt2, 1, 63); + } else { + nops = (extrav < 3) ? nv : nv + 1; + if (nops & 1) { /* odd */ + if (extrav > 2) + pixt3 = pixErodeCompBrickDwa(NULL, pixt2, 1, extrav); + else + pixt3 = pixErodeCompBrickDwa(NULL, pixt2, 1, 63); + for (i = 0; i < nops / 2; i++) { + pixErodeCompBrickDwa(pixt1, pixt3, 1, 63); + pixErodeCompBrickDwa(pixt3, pixt1, 1, 63); + } + } else { /* nops even */ + if (extrav > 2) { + pixErodeCompBrickDwa(pixt1, pixt2, 1, extrav); + pixt3 = pixErodeCompBrickDwa(NULL, pixt1, 1, 63); + } else { /* they're all 63s */ + pixErodeCompBrickDwa(pixt1, pixt2, 1, 63); + pixt3 = pixErodeCompBrickDwa(NULL, pixt1, 1, 63); + } + for (i = 0; i < nops / 2 - 1; i++) { + pixErodeCompBrickDwa(pixt1, pixt3, 1, 63); + pixErodeCompBrickDwa(pixt3, pixt1, 1, 63); + } + } + } + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixTransferAllData(pixd, &pixt3, 0, 0); + return pixd; +} + + +/*! + * \brief pixOpenCompBrickExtendDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      1) There are three cases:
+ *          a) pixd == null   (result into new pixd
+ *          b) pixd == pixs   (in-place; writes result back to pixs
+ *          c) pixd != pixs   (puts result into existing pixd
+ *      2) There is no need to call this directly:  pixOpenCompBrickDwa(
+ *          calls this function if either brick dimension exceeds 63.
+ *
+ */ +PIX * +pixOpenCompBrickExtendDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +PIX *pixt; + + PROCNAME("pixOpenCompBrickExtendDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + pixt = pixErodeCompBrickExtendDwa(NULL, pixs, hsize, vsize); + pixd = pixDilateCompBrickExtendDwa(pixd, pixt, hsize, vsize); + pixDestroy(&pixt); + return pixd; +} + + +/*! + * \brief pixCloseCompBrickExtendDwa() + * + * \param[in] pixd [optional]; this can be null, equal to pixs, + * or different from pixs + * \param[in] pixs 1 bpp + * \param[in] hsize width of brick Sel + * \param[in] vsize height of brick Sel + * \return pixd + * + * 
+ * Notes:
+ *      1) There are three cases:
+ *          a) pixd == null   (result into new pixd
+ *          b) pixd == pixs   (in-place; writes result back to pixs
+ *          c) pixd != pixs   (puts result into existing pixd
+ *      2) There is no need to call this directly:  pixCloseCompBrickDwa(
+ *          calls this function if either brick dimension exceeds 63.
+ *
+ */ +PIX * +pixCloseCompBrickExtendDwa(PIX *pixd, + PIX *pixs, + l_int32 hsize, + l_int32 vsize) +{ +l_int32 bordercolor, borderx, bordery; +PIX *pixt1, *pixt2, *pixt3; + + PROCNAME("pixCloseCompBrickExtendDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, pixd); + if (pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd); + if (hsize < 1 || vsize < 1) + return (PIX *)ERROR_PTR("hsize and vsize not >= 1", procName, pixd); + + /* For "safe closing" with ASYMMETRIC_MORPH_BC, we always need + * an extra 32 OFF pixels around the image (in addition to + * the 32 added pixels for all dwa operations), whereas with + * SYMMETRIC_MORPH_BC this is not necessary. */ + bordercolor = getMorphBorderPixelColor(L_MORPH_ERODE, 1); + if (bordercolor == 0) { /* asymmetric b.c. */ + borderx = 32 + (hsize / 64) * 32; + bordery = 32 + (vsize / 64) * 32; + } else { /* symmetric b.c. */ + borderx = bordery = 32; + } + pixt1 = pixAddBorderGeneral(pixs, borderx, borderx, bordery, bordery, 0); + + pixt2 = pixDilateCompBrickExtendDwa(NULL, pixt1, hsize, vsize); + pixErodeCompBrickExtendDwa(pixt1, pixt2, hsize, vsize); + + pixt3 = pixRemoveBorderGeneral(pixt1, borderx, borderx, bordery, bordery); + pixDestroy(&pixt1); + pixDestroy(&pixt2); + + if (!pixd) + return pixt3; + + pixTransferAllData(pixd, &pixt3, 0, 0); + return pixd; +} + + +/*! + * \brief getExtendedCompositeParameters() + * + * \param[in] size of linear Sel + * \param[out] pn number of 63 wide convolutions + * \param[out] pextra size of extra Sel + * \param[out] pactualsize [optional] actual size used in operation + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The DWA implementation allows Sels to be used with hits
+ *          up to 31 pixels from the origin, either horizontally or
+ *          vertically.  Larger Sels can be used if decomposed into
+ *          a set of operations with Sels not exceeding 63 pixels
+ *          in either width or height (and with the origin as close
+ *          to the center of the Sel as possible).
+ *      (2) This returns the decomposition of a linear Sel of length
+ *          %size into a set of %n Sels of length 63 plus an extra
+ *          Sel of length %extra.
+ *      (3) For notation, let w == %size, n == %n, and e == %extra.
+ *          We have 1 < e < 63.
+ *
+ *          Then if w < 64, we have n = 0 and e = w.
+ *          The general formula for w > 63 is:
+ *             w = 63 + (n - 1) * 62 + (e - 1)
+ *
+ *          Where did this come from?  Each successive convolution with
+ *          a Sel of length L adds a total length (L - 1) to w.
+ *          This accounts for using 62 for each additional Sel of size 63,
+ *          and using (e - 1) for the additional Sel of size e.
+ *
+ *          Solving for n and e for w > 63:
+ *             n = 1 + Int((w - 63) / 62)
+ *             e = w - 63 - (n - 1) * 62 + 1
+ *
+ *          The extra part is decomposed into two factors f1 and f2,
+ *          and the actual size of the extra part is
+ *             e' = f1 * f2
+ *          Then the actual width is:
+ *             w' = 63 + (n - 1) * 62 + f1 * f2 - 1
+ *
+ */ +l_ok +getExtendedCompositeParameters(l_int32 size, + l_int32 *pn, + l_int32 *pextra, + l_int32 *pactualsize) +{ +l_int32 n, extra, fact1, fact2; + + PROCNAME("getExtendedCompositeParameters"); + + if (!pn || !pextra) + return ERROR_INT("&n and &extra not both defined", procName, 1); + + if (size <= 63) { + n = 0; + extra = L_MIN(1, size); + } else { /* size > 63 */ + n = 1 + (l_int32)((size - 63) / 62); + extra = size - 63 - (n - 1) * 62 + 1; + } + + if (pactualsize) { + selectComposableSizes(extra, &fact1, &fact2); + *pactualsize = 63 + (n - 1) * 62 + fact1 * fact2 - 1; + } + + *pn = n; + *pextra = extra; + return 0; +} diff --git a/3rdparty/hgOCR/leptonica/morphseq.c b/3rdparty/hgOCR/leptonica/morphseq.c new file mode 100644 index 00000000..cb401a69 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/morphseq.c @@ -0,0 +1,1244 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file morphseq.c + * 
+ *
+ *      Run a sequence of binary rasterop morphological operations
+ *            PIX     *pixMorphSequence()
+ *
+ *      Run a sequence of binary composite rasterop morphological operations
+ *            PIX     *pixMorphCompSequence()
+ *
+ *      Run a sequence of binary dwa morphological operations
+ *            PIX     *pixMorphSequenceDwa()
+ *
+ *      Run a sequence of binary composite dwa morphological operations
+ *            PIX     *pixMorphCompSequenceDwa()
+ *
+ *      Parser verifier for binary morphological operations
+ *            l_int32  morphSequenceVerify()
+ *
+ *      Run a sequence of grayscale morphological operations
+ *            PIX     *pixGrayMorphSequence()
+ *
+ *      Run a sequence of color morphological operations
+ *            PIX     *pixColorMorphSequence()
+ *
+ */ + +#include +#include "allheaders.h" + +/*-------------------------------------------------------------------------* + * Run a sequence of binary rasterop morphological operations * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixMorphSequence() + * + * \param[in] pixs + * \param[in] sequence string specifying sequence + * \param[in] dispsep controls debug display results in the sequence: + * 0: no output + * > 0: gives horizontal separation in pixels between + * successive displays + * < 0: pdf output; abs(dispsep) is used for naming + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does rasterop morphology on binary images.
+ *      (2) This runs a pipeline of operations; no branching is allowed.
+ *      (3) This only uses brick Sels, which are created on the fly.
+ *          In the future this will be generalized to extract Sels from
+ *          a Sela by name.
+ *      (4) A new image is always produced; the input image is not changed.
+ *      (5) This contains an interpreter, allowing sequences to be
+ *          generated and run.
+ *      (6) The format of the sequence string is defined below.
+ *      (7) In addition to morphological operations, rank order reduction
+ *          and replicated expansion allow operations to take place
+ *          downscaled by a power of 2.
+ *      (8) Intermediate results can optionally be displayed.
+ *      (9) Thanks to Dar-Shyang Lee, who had the idea for this and
+ *          built the first implementation.
+ *      (10) The sequence string is formatted as follows:
+ *            ~ An arbitrary number of operations,  each separated
+ *              by a '+' character.  White space is ignored.
+ *            ~ Each operation begins with a case-independent character
+ *              specifying the operation:
+ *                 d or D  (dilation)
+ *                 e or E  (erosion)
+ *                 o or O  (opening)
+ *                 c or C  (closing)
+ *                 r or R  (rank binary reduction)
+ *                 x or X  (replicative binary expansion)
+ *                 b or B  (add a border of 0 pixels of this size)
+ *            ~ The args to the morphological operations are bricks of hits,
+ *              and are formatted as a.b, where a and b are horizontal and
+ *              vertical dimensions, rsp.
+ *            ~ The args to the reduction are a sequence of up to 4 integers,
+ *              each from 1 to 4.
+ *            ~ The arg to the expansion is a power of two, in the set
+ *              {2, 4, 8, 16}.
+ *      (11) An example valid sequence is:
+ *               "b32 + o1.3 + C3.1 + r23 + e2.2 + D3.2 + X4"
+ *           In this example, the following operation sequence is carried out:
+ *             * b32: Add a 32 pixel border around the input image
+ *             * o1.3: Opening with vert sel of length 3 (e.g., 1 x 3)
+ *             * C3.1: Closing with horiz sel of length 3  (e.g., 3 x 1)
+ *             * r23: Two successive 2x2 reductions with rank 2 in the first
+ *                    and rank 3 in the second.  The result is a 4x reduced pix.
+ *             * e2.2: Erosion with a 2x2 sel (origin will be at x,y: 0,0)
+ *             * d3.2: Dilation with a 3x2 sel (origin will be at x,y: 1,0)
+ *             * X4: 4x replicative expansion, back to original resolution
+ *      (12) The safe closing is used.  However, if you implement a
+ *           closing as separable dilations followed by separable erosions,
+ *           it will not be safe.  For that situation, you need to add
+ *           a sufficiently large border as the first operation in
+ *           the sequence.  This will be removed automatically at the
+ *           end.  There are two cautions:
+ *              ~ When computing what is sufficient, remember that if
+ *                reductions are carried out, the border is also reduced.
+ *              ~ The border is removed at the end, so if a border is
+ *                added at the beginning, the result must be at the
+ *                same resolution as the input!
+ *
+ */ +PIX * +pixMorphSequence(PIX *pixs, + const char *sequence, + l_int32 dispsep) +{ +char *rawop, *op; +char fname[256]; +l_int32 nops, i, j, nred, fact, w, h, x, border, pdfout; +l_int32 level[4]; +PIX *pix1, *pix2; +PIXA *pixa; +SARRAY *sa; + + PROCNAME("pixMorphSequence"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + /* Split sequence into individual operations */ + sa = sarrayCreate(0); + sarraySplitString(sa, sequence, "+"); + nops = sarrayGetCount(sa); + pdfout = (dispsep < 0) ? 1 : 0; + if (!morphSequenceVerify(sa)) { + sarrayDestroy(&sa); + return (PIX *)ERROR_PTR("sequence not valid", procName, NULL); + } + + /* Parse and operate */ + pixa = NULL; + if (pdfout) { + pixa = pixaCreate(0); + pixaAddPix(pixa, pixs, L_CLONE); + } + border = 0; + pix1 = pixCopy(NULL, pixs); + pix2 = NULL; + x = 0; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixDilateBrick(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'e': + case 'E': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixErodeBrick(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'o': + case 'O': + sscanf(&op[1], "%d.%d", &w, &h); + pixOpenBrick(pix1, pix1, w, h); + break; + case 'c': + case 'C': + sscanf(&op[1], "%d.%d", &w, &h); + pixCloseSafeBrick(pix1, pix1, w, h); + break; + case 'r': + case 'R': + nred = strlen(op) - 1; + for (j = 0; j < nred; j++) + level[j] = op[j + 1] - '0'; + for (j = nred; j < 4; j++) + level[j] = 0; + pix2 = pixReduceRankBinaryCascade(pix1, level[0], level[1], + level[2], level[3]); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'x': + case 'X': + sscanf(&op[1], "%d", &fact); + pix2 = pixExpandReplicate(pix1, fact); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'b': + case 'B': + sscanf(&op[1], "%d", &border); + pix2 = pixAddBorder(pix1, border, 0); + pixSwapAndDestroy(&pix1, &pix2); + break; + default: + /* All invalid ops are caught in the first pass */ + break; + } + LEPT_FREE(op); + + /* Debug output */ + if (dispsep > 0) { + pixDisplay(pix1, x, 0); + x += dispsep; + } + if (pdfout) + pixaAddPix(pixa, pix1, L_COPY); + } + if (border > 0) { + pix2 = pixRemoveBorder(pix1, border); + pixSwapAndDestroy(&pix1, &pix2); + } + + if (pdfout) { + snprintf(fname, sizeof(fname), "/tmp/lept/seq_output_%d.pdf", + L_ABS(dispsep)); + pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname); + pixaDestroy(&pixa); + } + + sarrayDestroy(&sa); + return pix1; +} + + +/*-------------------------------------------------------------------------* + * Run a sequence of binary composite rasterop morphological operations * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixMorphCompSequence() + * + * \param[in] pixs + * \param[in] sequence string specifying sequence + * \param[in] dispsep controls debug display of results in the sequence: + * 0: no output + * > 0: gives horizontal separation in pixels between + * successive displays + * < 0: pdf output; abs(dispsep) is used for naming + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does rasterop morphology on binary images, using composite
+ *          operations for extra speed on large Sels.
+ *      (2) Safe closing is used atomically.  However, if you implement a
+ *          closing as a sequence with a dilation followed by an
+ *          erosion, it will not be safe, and to ensure that you have
+ *          no boundary effects you must add a border in advance and
+ *          remove it at the end.
+ *      (3) For other usage details, see the notes for pixMorphSequence().
+ *      (4) The sequence string is formatted as follows:
+ *            ~ An arbitrary number of operations,  each separated
+ *              by a '+' character.  White space is ignored.
+ *            ~ Each operation begins with a case-independent character
+ *              specifying the operation:
+ *                 d or D  (dilation)
+ *                 e or E  (erosion)
+ *                 o or O  (opening)
+ *                 c or C  (closing)
+ *                 r or R  (rank binary reduction)
+ *                 x or X  (replicative binary expansion)
+ *                 b or B  (add a border of 0 pixels of this size)
+ *            ~ The args to the morphological operations are bricks of hits,
+ *              and are formatted as a.b, where a and b are horizontal and
+ *              vertical dimensions, rsp.
+ *            ~ The args to the reduction are a sequence of up to 4 integers,
+ *              each from 1 to 4.
+ *            ~ The arg to the expansion is a power of two, in the set
+ *              {2, 4, 8, 16}.
+ *
+ */ +PIX * +pixMorphCompSequence(PIX *pixs, + const char *sequence, + l_int32 dispsep) +{ +char *rawop, *op; +char fname[256]; +l_int32 nops, i, j, nred, fact, w, h, x, border, pdfout; +l_int32 level[4]; +PIX *pix1, *pix2; +PIXA *pixa; +SARRAY *sa; + + PROCNAME("pixMorphCompSequence"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + /* Split sequence into individual operations */ + sa = sarrayCreate(0); + sarraySplitString(sa, sequence, "+"); + nops = sarrayGetCount(sa); + pdfout = (dispsep < 0) ? 1 : 0; + + if (!morphSequenceVerify(sa)) { + sarrayDestroy(&sa); + return (PIX *)ERROR_PTR("sequence not valid", procName, NULL); + } + + /* Parse and operate */ + pixa = NULL; + if (pdfout) { + pixa = pixaCreate(0); + pixaAddPix(pixa, pixs, L_CLONE); + } + border = 0; + pix1 = pixCopy(NULL, pixs); + pix2 = NULL; + x = 0; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixDilateCompBrick(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'e': + case 'E': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixErodeCompBrick(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'o': + case 'O': + sscanf(&op[1], "%d.%d", &w, &h); + pixOpenCompBrick(pix1, pix1, w, h); + break; + case 'c': + case 'C': + sscanf(&op[1], "%d.%d", &w, &h); + pixCloseSafeCompBrick(pix1, pix1, w, h); + break; + case 'r': + case 'R': + nred = strlen(op) - 1; + for (j = 0; j < nred; j++) + level[j] = op[j + 1] - '0'; + for (j = nred; j < 4; j++) + level[j] = 0; + pix2 = pixReduceRankBinaryCascade(pix1, level[0], level[1], + level[2], level[3]); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'x': + case 'X': + sscanf(&op[1], "%d", &fact); + pix2 = pixExpandReplicate(pix1, fact); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'b': + case 'B': + sscanf(&op[1], "%d", &border); + pix2 = pixAddBorder(pix1, border, 0); + pixSwapAndDestroy(&pix1, &pix2); + break; + default: + /* All invalid ops are caught in the first pass */ + break; + } + LEPT_FREE(op); + + /* Debug output */ + if (dispsep > 0) { + pixDisplay(pix1, x, 0); + x += dispsep; + } + if (pdfout) + pixaAddPix(pixa, pix1, L_COPY); + } + if (border > 0) { + pix2 = pixRemoveBorder(pix1, border); + pixSwapAndDestroy(&pix1, &pix2); + } + + if (pdfout) { + snprintf(fname, sizeof(fname), "/tmp/lept/seq_output_%d.pdf", + L_ABS(dispsep)); + pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname); + pixaDestroy(&pixa); + } + + sarrayDestroy(&sa); + return pix1; +} + + +/*-------------------------------------------------------------------------* + * Run a sequence of binary dwa morphological operations * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixMorphSequenceDwa() + * + * \param[in] pixs + * \param[in] sequence string specifying sequence + * \param[in] dispsep controls debug display of results in the sequence: + * 0: no output + * > 0: gives horizontal separation in pixels between + * successive displays + * < 0: pdf output; abs(dispsep) is used for naming + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does dwa morphology on binary images.
+ *      (2) This runs a pipeline of operations; no branching is allowed.
+ *      (3) This only uses brick Sels that have been pre-compiled with
+ *          dwa code.
+ *      (4) A new image is always produced; the input image is not changed.
+ *      (5) This contains an interpreter, allowing sequences to be
+ *          generated and run.
+ *      (6) See pixMorphSequence() for further information about usage.
+ *
+ */ +PIX * +pixMorphSequenceDwa(PIX *pixs, + const char *sequence, + l_int32 dispsep) +{ +char *rawop, *op; +char fname[256]; +l_int32 nops, i, j, nred, fact, w, h, x, border, pdfout; +l_int32 level[4]; +PIX *pix1, *pix2; +PIXA *pixa; +SARRAY *sa; + + PROCNAME("pixMorphSequenceDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + /* Split sequence into individual operations */ + sa = sarrayCreate(0); + sarraySplitString(sa, sequence, "+"); + nops = sarrayGetCount(sa); + pdfout = (dispsep < 0) ? 1 : 0; + + if (!morphSequenceVerify(sa)) { + sarrayDestroy(&sa); + return (PIX *)ERROR_PTR("sequence not valid", procName, NULL); + } + + /* Parse and operate */ + pixa = NULL; + if (pdfout) { + pixa = pixaCreate(0); + pixaAddPix(pixa, pixs, L_CLONE); + } + border = 0; + pix1 = pixCopy(NULL, pixs); + pix2 = NULL; + x = 0; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixDilateBrickDwa(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'e': + case 'E': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixErodeBrickDwa(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'o': + case 'O': + sscanf(&op[1], "%d.%d", &w, &h); + pixOpenBrickDwa(pix1, pix1, w, h); + break; + case 'c': + case 'C': + sscanf(&op[1], "%d.%d", &w, &h); + pixCloseBrickDwa(pix1, pix1, w, h); + break; + case 'r': + case 'R': + nred = strlen(op) - 1; + for (j = 0; j < nred; j++) + level[j] = op[j + 1] - '0'; + for (j = nred; j < 4; j++) + level[j] = 0; + pix2 = pixReduceRankBinaryCascade(pix1, level[0], level[1], + level[2], level[3]); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'x': + case 'X': + sscanf(&op[1], "%d", &fact); + pix2 = pixExpandReplicate(pix1, fact); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'b': + case 'B': + sscanf(&op[1], "%d", &border); + pix2 = pixAddBorder(pix1, border, 0); + pixSwapAndDestroy(&pix1, &pix2); + break; + default: + /* All invalid ops are caught in the first pass */ + break; + } + LEPT_FREE(op); + + /* Debug output */ + if (dispsep > 0) { + pixDisplay(pix1, x, 0); + x += dispsep; + } + if (pdfout) + pixaAddPix(pixa, pix1, L_COPY); + } + if (border > 0) { + pix2 = pixRemoveBorder(pix1, border); + pixSwapAndDestroy(&pix1, &pix2); + } + + if (pdfout) { + snprintf(fname, sizeof(fname), "/tmp/lept/seq_output_%d.pdf", + L_ABS(dispsep)); + pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname); + pixaDestroy(&pixa); + } + + sarrayDestroy(&sa); + return pix1; +} + + +/*-------------------------------------------------------------------------* + * Run a sequence of binary composite dwa morphological operations * + *-------------------------------------------------------------------------*/ +/*! + * \brief pixMorphCompSequenceDwa() + * + * \param[in] pixs + * \param[in] sequence string specifying sequence + * \param[in] dispsep controls debug display of results in the sequence: + * 0: no output + * > 0: gives horizontal separation in pixels between + * successive displays + * < 0: pdf output; abs(dispsep) is used for naming + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does dwa morphology on binary images, using brick Sels.
+ *      (2) This runs a pipeline of operations; no branching is allowed.
+ *      (3) It implements all brick Sels that have dimensions up to 63
+ *          on each side, using a composite (linear + comb) when useful.
+ *      (4) A new image is always produced; the input image is not changed.
+ *      (5) This contains an interpreter, allowing sequences to be
+ *          generated and run.
+ *      (6) See pixMorphSequence() for further information about usage.
+ *
+ */ +PIX * +pixMorphCompSequenceDwa(PIX *pixs, + const char *sequence, + l_int32 dispsep) +{ +char *rawop, *op; +char fname[256]; +l_int32 nops, i, j, nred, fact, w, h, x, border, pdfout; +l_int32 level[4]; +PIX *pix1, *pix2; +PIXA *pixa; +SARRAY *sa; + + PROCNAME("pixMorphCompSequenceDwa"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + /* Split sequence into individual operations */ + sa = sarrayCreate(0); + sarraySplitString(sa, sequence, "+"); + nops = sarrayGetCount(sa); + pdfout = (dispsep < 0) ? 1 : 0; + + if (!morphSequenceVerify(sa)) { + sarrayDestroy(&sa); + return (PIX *)ERROR_PTR("sequence not valid", procName, NULL); + } + + /* Parse and operate */ + pixa = NULL; + if (pdfout) { + pixa = pixaCreate(0); + pixaAddPix(pixa, pixs, L_CLONE); + } + border = 0; + pix1 = pixCopy(NULL, pixs); + pix2 = NULL; + x = 0; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixDilateCompBrickDwa(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'e': + case 'E': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixErodeCompBrickDwa(NULL, pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'o': + case 'O': + sscanf(&op[1], "%d.%d", &w, &h); + pixOpenCompBrickDwa(pix1, pix1, w, h); + break; + case 'c': + case 'C': + sscanf(&op[1], "%d.%d", &w, &h); + pixCloseCompBrickDwa(pix1, pix1, w, h); + break; + case 'r': + case 'R': + nred = strlen(op) - 1; + for (j = 0; j < nred; j++) + level[j] = op[j + 1] - '0'; + for (j = nred; j < 4; j++) + level[j] = 0; + pix2 = pixReduceRankBinaryCascade(pix1, level[0], level[1], + level[2], level[3]); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'x': + case 'X': + sscanf(&op[1], "%d", &fact); + pix2 = pixExpandReplicate(pix1, fact); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'b': + case 'B': + sscanf(&op[1], "%d", &border); + pix2 = pixAddBorder(pix1, border, 0); + pixSwapAndDestroy(&pix1, &pix2); + break; + default: + /* All invalid ops are caught in the first pass */ + break; + } + LEPT_FREE(op); + + /* Debug output */ + if (dispsep > 0) { + pixDisplay(pix1, x, 0); + x += dispsep; + } + if (pdfout) + pixaAddPix(pixa, pix1, L_COPY); + } + if (border > 0) { + pix2 = pixRemoveBorder(pix1, border); + pixSwapAndDestroy(&pix1, &pix2); + } + + if (pdfout) { + snprintf(fname, sizeof(fname), "/tmp/lept/seq_output_%d.pdf", + L_ABS(dispsep)); + pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname); + pixaDestroy(&pixa); + } + + sarrayDestroy(&sa); + return pix1; +} + + +/*-------------------------------------------------------------------------* + * Parser verifier for binary morphological operations * + *-------------------------------------------------------------------------*/ +/*! + * \brief morphSequenceVerify() + * + * \param[in] sa string array of operation sequence + * \return TRUE if valid; FALSE otherwise or on error + * + * 
+ * Notes:
+ *      (1) This does verification of valid binary morphological
+ *          operation sequences.
+ *      (2) See pixMorphSequence() for notes on valid operations
+ *          in the sequence.
+ *
+ */ +l_int32 +morphSequenceVerify(SARRAY *sa) +{ +char *rawop, *op; +l_int32 nops, i, j, nred, fact, valid, w, h, netred, border; +l_int32 level[4]; +l_int32 intlogbase2[5] = {1, 2, 3, 0, 4}; /* of arg/4 */ + + PROCNAME("morphSequenceVerify"); + + if (!sa) + return ERROR_INT("sa not defined", procName, FALSE); + + nops = sarrayGetCount(sa); + valid = TRUE; + netred = 0; + border = 0; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + case 'e': + case 'E': + case 'o': + case 'O': + case 'c': + case 'C': + if (sscanf(&op[1], "%d.%d", &w, &h) != 2) { + fprintf(stderr, "*** op: %s invalid\n", op); + valid = FALSE; + break; + } + if (w <= 0 || h <= 0) { + fprintf(stderr, + "*** op: %s; w = %d, h = %d; must both be > 0\n", + op, w, h); + valid = FALSE; + break; + } +/* fprintf(stderr, "op = %s; w = %d, h = %d\n", op, w, h); */ + break; + case 'r': + case 'R': + nred = strlen(op) - 1; + netred += nred; + if (nred < 1 || nred > 4) { + fprintf(stderr, + "*** op = %s; num reduct = %d; must be in {1,2,3,4}\n", + op, nred); + valid = FALSE; + break; + } + for (j = 0; j < nred; j++) { + level[j] = op[j + 1] - '0'; + if (level[j] < 1 || level[j] > 4) { + fprintf(stderr, "*** op = %s; level[%d] = %d is invalid\n", + op, j, level[j]); + valid = FALSE; + break; + } + } + if (!valid) + break; +/* fprintf(stderr, "op = %s", op); */ + for (j = 0; j < nred; j++) { + level[j] = op[j + 1] - '0'; +/* fprintf(stderr, ", level[%d] = %d", j, level[j]); */ + } +/* fprintf(stderr, "\n"); */ + break; + case 'x': + case 'X': + if (sscanf(&op[1], "%d", &fact) != 1) { + fprintf(stderr, "*** op: %s; fact invalid\n", op); + valid = FALSE; + break; + } + if (fact != 2 && fact != 4 && fact != 8 && fact != 16) { + fprintf(stderr, "*** op = %s; invalid fact = %d\n", op, fact); + valid = FALSE; + break; + } + netred -= intlogbase2[fact / 4]; +/* fprintf(stderr, "op = %s; fact = %d\n", op, fact); */ + break; + case 'b': + case 'B': + if (sscanf(&op[1], "%d", &fact) != 1) { + fprintf(stderr, "*** op: %s; fact invalid\n", op); + valid = FALSE; + break; + } + if (i > 0) { + fprintf(stderr, "*** op = %s; must be first op\n", op); + valid = FALSE; + break; + } + if (fact < 1) { + fprintf(stderr, "*** op = %s; invalid fact = %d\n", op, fact); + valid = FALSE; + break; + } + border = fact; +/* fprintf(stderr, "op = %s; fact = %d\n", op, fact); */ + break; + default: + fprintf(stderr, "*** nonexistent op = %s\n", op); + valid = FALSE; + } + LEPT_FREE(op); + } + + if (border != 0 && netred != 0) { + fprintf(stderr, + "*** op = %s; border added but net reduction not 0\n", op); + valid = FALSE; + } + return valid; +} + + +/*-----------------------------------------------------------------* + * Run a sequence of grayscale morphological operations * + *-----------------------------------------------------------------*/ +/*! + * \brief pixGrayMorphSequence() + * + * \param[in] pixs + * \param[in] sequence string specifying sequence + * \param[in] dispsep controls debug display of results in the sequence: + * 0: no output + * > 0: gives horizontal separation in pixels between + * successive displays + * < 0: pdf output; abs(dispsep) is used for naming + * \param[in] dispy if dispsep > 0, this gives the y-value of the + * UL corner for display; otherwise it is ignored + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This works on 8 bpp grayscale images.
+ *      (2) This runs a pipeline of operations; no branching is allowed.
+ *      (3) This only uses brick SELs.
+ *      (4) A new image is always produced; the input image is not changed.
+ *      (5) This contains an interpreter, allowing sequences to be
+ *          generated and run.
+ *      (6) The format of the sequence string is defined below.
+ *      (7) In addition to morphological operations, the composite
+ *          morph/subtract tophat can be performed.
+ *      (8) Sel sizes (width, height) must each be odd numbers.
+ *      (9) Intermediate results can optionally be displayed
+ *      (10) The sequence string is formatted as follows:
+ *            ~ An arbitrary number of operations,  each separated
+ *              by a '+' character.  White space is ignored.
+ *            ~ Each operation begins with a case-independent character
+ *              specifying the operation:
+ *                 d or D  (dilation)
+ *                 e or E  (erosion)
+ *                 o or O  (opening)
+ *                 c or C  (closing)
+ *                 t or T  (tophat)
+ *            ~ The args to the morphological operations are bricks of hits,
+ *              and are formatted as a.b, where a and b are horizontal and
+ *              vertical dimensions, rsp. (each must be an odd number)
+ *            ~ The args to the tophat are w or W (for white tophat)
+ *              or b or B (for black tophat), followed by a.b as for
+ *              the dilation, erosion, opening and closing.
+ *           Example valid sequences are:
+ *             "c5.3 + o7.5"
+ *             "c9.9 + tw9.9"
+ *
+ */ +PIX * +pixGrayMorphSequence(PIX *pixs, + const char *sequence, + l_int32 dispsep, + l_int32 dispy) +{ +char *rawop, *op; +char fname[256]; +l_int32 nops, i, valid, w, h, x, pdfout; +PIX *pix1, *pix2; +PIXA *pixa; +SARRAY *sa; + + PROCNAME("pixGrayMorphSequence"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + /* Split sequence into individual operations */ + sa = sarrayCreate(0); + sarraySplitString(sa, sequence, "+"); + nops = sarrayGetCount(sa); + pdfout = (dispsep < 0) ? 1 : 0; + + /* Verify that the operation sequence is valid */ + valid = TRUE; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + case 'e': + case 'E': + case 'o': + case 'O': + case 'c': + case 'C': + if (sscanf(&op[1], "%d.%d", &w, &h) != 2) { + fprintf(stderr, "*** op: %s invalid\n", op); + valid = FALSE; + break; + } + if (w < 1 || (w & 1) == 0 || h < 1 || (h & 1) == 0 ) { + fprintf(stderr, + "*** op: %s; w = %d, h = %d; must both be odd\n", + op, w, h); + valid = FALSE; + break; + } +/* fprintf(stderr, "op = %s; w = %d, h = %d\n", op, w, h); */ + break; + case 't': + case 'T': + if (op[1] != 'w' && op[1] != 'W' && + op[1] != 'b' && op[1] != 'B') { + fprintf(stderr, + "*** op = %s; arg %c must be 'w' or 'b'\n", op, op[1]); + valid = FALSE; + break; + } + sscanf(&op[2], "%d.%d", &w, &h); + if (w < 1 || (w & 1) == 0 || h < 1 || (h & 1) == 0 ) { + fprintf(stderr, + "*** op: %s; w = %d, h = %d; must both be odd\n", + op, w, h); + valid = FALSE; + break; + } +/* fprintf(stderr, "op = %s", op); */ + break; + default: + fprintf(stderr, "*** nonexistent op = %s\n", op); + valid = FALSE; + } + LEPT_FREE(op); + } + if (!valid) { + sarrayDestroy(&sa); + return (PIX *)ERROR_PTR("sequence invalid", procName, NULL); + } + + /* Parse and operate */ + pixa = NULL; + if (pdfout) { + pixa = pixaCreate(0); + pixaAddPix(pixa, pixs, L_CLONE); + } + pix1 = pixCopy(NULL, pixs); + pix2 = NULL; + x = 0; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixDilateGray(pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'e': + case 'E': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixErodeGray(pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'o': + case 'O': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixOpenGray(pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'c': + case 'C': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixCloseGray(pix1, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 't': + case 'T': + sscanf(&op[2], "%d.%d", &w, &h); + if (op[1] == 'w' || op[1] == 'W') + pix2 = pixTophat(pix1, w, h, L_TOPHAT_WHITE); + else /* 'b' or 'B' */ + pix2 = pixTophat(pix1, w, h, L_TOPHAT_BLACK); + pixSwapAndDestroy(&pix1, &pix2); + break; + default: + /* All invalid ops are caught in the first pass */ + break; + } + LEPT_FREE(op); + + /* Debug output */ + if (dispsep > 0) { + pixDisplay(pix1, x, dispy); + x += dispsep; + } + if (pdfout) + pixaAddPix(pixa, pix1, L_COPY); + } + + if (pdfout) { + snprintf(fname, sizeof(fname), "/tmp/lept/seq_output_%d.pdf", + L_ABS(dispsep)); + pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname); + pixaDestroy(&pixa); + } + + sarrayDestroy(&sa); + return pix1; +} + + +/*-----------------------------------------------------------------* + * Run a sequence of color morphological operations * + *-----------------------------------------------------------------*/ +/*! + * \brief pixColorMorphSequence() + * + * \param[in] pixs + * \param[in] sequence string specifying sequence + * \param[in] dispsep controls debug display of results in the sequence: + * 0: no output + * > 0: gives horizontal separation in pixels between + * successive displays + * < 0: pdf output; abs(dispsep) is used for naming + * \param[in] dispy if dispsep > 0, this gives the y-value of the + * UL corner for display; otherwise it is ignored + * \return pixd, or NULL on error + * + * 
+ * Notes:
+ *      (1) This works on 32 bpp rgb images.
+ *      (2) Each component is processed separately.
+ *      (3) This runs a pipeline of operations; no branching is allowed.
+ *      (4) This only uses brick SELs.
+ *      (5) A new image is always produced; the input image is not changed.
+ *      (6) This contains an interpreter, allowing sequences to be
+ *          generated and run.
+ *      (7) Sel sizes (width, height) must each be odd numbers.
+ *      (8) The format of the sequence string is defined below.
+ *      (9) Intermediate results can optionally be displayed.
+ *      (10) The sequence string is formatted as follows:
+ *            ~ An arbitrary number of operations,  each separated
+ *              by a '+' character.  White space is ignored.
+ *            ~ Each operation begins with a case-independent character
+ *              specifying the operation:
+ *                 d or D  (dilation)
+ *                 e or E  (erosion)
+ *                 o or O  (opening)
+ *                 c or C  (closing)
+ *            ~ The args to the morphological operations are bricks of hits,
+ *              and are formatted as a.b, where a and b are horizontal and
+ *              vertical dimensions, rsp. (each must be an odd number)
+ *           Example valid sequences are:
+ *             "c5.3 + o7.5"
+ *             "D9.1"
+ *
+ */ +PIX * +pixColorMorphSequence(PIX *pixs, + const char *sequence, + l_int32 dispsep, + l_int32 dispy) +{ +char *rawop, *op; +char fname[256]; +l_int32 nops, i, valid, w, h, x, pdfout; +PIX *pix1, *pix2; +PIXA *pixa; +SARRAY *sa; + + PROCNAME("pixColorMorphSequence"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + if (!sequence) + return (PIX *)ERROR_PTR("sequence not defined", procName, NULL); + + /* Split sequence into individual operations */ + sa = sarrayCreate(0); + sarraySplitString(sa, sequence, "+"); + nops = sarrayGetCount(sa); + pdfout = (dispsep < 0) ? 1 : 0; + + /* Verify that the operation sequence is valid */ + valid = TRUE; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + case 'e': + case 'E': + case 'o': + case 'O': + case 'c': + case 'C': + if (sscanf(&op[1], "%d.%d", &w, &h) != 2) { + fprintf(stderr, "*** op: %s invalid\n", op); + valid = FALSE; + break; + } + if (w < 1 || (w & 1) == 0 || h < 1 || (h & 1) == 0 ) { + fprintf(stderr, + "*** op: %s; w = %d, h = %d; must both be odd\n", + op, w, h); + valid = FALSE; + break; + } +/* fprintf(stderr, "op = %s; w = %d, h = %d\n", op, w, h); */ + break; + default: + fprintf(stderr, "*** nonexistent op = %s\n", op); + valid = FALSE; + } + LEPT_FREE(op); + } + if (!valid) { + sarrayDestroy(&sa); + return (PIX *)ERROR_PTR("sequence invalid", procName, NULL); + } + + /* Parse and operate */ + pixa = NULL; + if (pdfout) { + pixa = pixaCreate(0); + pixaAddPix(pixa, pixs, L_CLONE); + } + pix1 = pixCopy(NULL, pixs); + pix2 = NULL; + x = 0; + for (i = 0; i < nops; i++) { + rawop = sarrayGetString(sa, i, L_NOCOPY); + op = stringRemoveChars(rawop, " \n\t"); + switch (op[0]) + { + case 'd': + case 'D': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixColorMorph(pix1, L_MORPH_DILATE, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'e': + case 'E': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixColorMorph(pix1, L_MORPH_ERODE, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'o': + case 'O': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixColorMorph(pix1, L_MORPH_OPEN, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + case 'c': + case 'C': + sscanf(&op[1], "%d.%d", &w, &h); + pix2 = pixColorMorph(pix1, L_MORPH_CLOSE, w, h); + pixSwapAndDestroy(&pix1, &pix2); + break; + default: + /* All invalid ops are caught in the first pass */ + break; + } + LEPT_FREE(op); + + /* Debug output */ + if (dispsep > 0) { + pixDisplay(pix1, x, dispy); + x += dispsep; + } + if (pdfout) + pixaAddPix(pixa, pix1, L_COPY); + } + + if (pdfout) { + snprintf(fname, sizeof(fname), "/tmp/lept/seq_output_%d.pdf", + L_ABS(dispsep)); + pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname); + pixaDestroy(&pixa); + } + + sarrayDestroy(&sa); + return pix1; +} diff --git a/3rdparty/hgOCR/leptonica/numabasic.c b/3rdparty/hgOCR/leptonica/numabasic.c new file mode 100644 index 00000000..84339c05 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/numabasic.c @@ -0,0 +1,2023 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file numabasic.c + * 
+ *
+ *      Numa creation, destruction, copy, clone, etc.
+ *          NUMA        *numaCreate()
+ *          NUMA        *numaCreateFromIArray()
+ *          NUMA        *numaCreateFromFArray()
+ *          NUMA        *numaCreateFromString()
+ *          void        *numaDestroy()
+ *          NUMA        *numaCopy()
+ *          NUMA        *numaClone()
+ *          l_int32      numaEmpty()
+ *
+ *      Add/remove number (float or integer)
+ *          l_int32      numaAddNumber()
+ *          static l_int32  numaExtendArray()
+ *          l_int32      numaInsertNumber()
+ *          l_int32      numaRemoveNumber()
+ *          l_int32      numaReplaceNumber()
+ *
+ *      Numa accessors
+ *          l_int32      numaGetCount()
+ *          l_int32      numaSetCount()
+ *          l_int32      numaGetIValue()
+ *          l_int32      numaGetFValue()
+ *          l_int32      numaSetValue()
+ *          l_int32      numaShiftValue()
+ *          l_int32     *numaGetIArray()
+ *          l_float32   *numaGetFArray()
+ *          l_int32      numaGetRefcount()
+ *          l_int32      numaChangeRefcount()
+ *          l_int32      numaGetParameters()
+ *          l_int32      numaSetParameters()
+ *          l_int32      numaCopyParameters()
+ *
+ *      Convert to string array
+ *          SARRAY      *numaConvertToSarray()
+ *
+ *      Serialize numa for I/O
+ *          NUMA        *numaRead()
+ *          NUMA        *numaReadStream()
+ *          NUMA        *numaReadMem()
+ *          l_int32      numaWriteDebug()
+ *          l_int32      numaWrite()
+ *          l_int32      numaWriteStream()
+ *          l_int32      numaWriteMem()
+ *
+ *      Numaa creation, destruction, truncation
+ *          NUMAA       *numaaCreate()
+ *          NUMAA       *numaaCreateFull()
+ *          NUMAA       *numaaTruncate()
+ *          void        *numaaDestroy()
+ *
+ *      Add Numa to Numaa
+ *          l_int32      numaaAddNuma()
+ *          static l_int32   numaaExtendArray()
+ *
+ *      Numaa accessors
+ *          l_int32      numaaGetCount()
+ *          l_int32      numaaGetNumaCount()
+ *          l_int32      numaaGetNumberCount()
+ *          NUMA       **numaaGetPtrArray()
+ *          NUMA        *numaaGetNuma()
+ *          NUMA        *numaaReplaceNuma()
+ *          l_int32      numaaGetValue()
+ *          l_int32      numaaAddNumber()
+ *
+ *      Serialize numaa for I/O
+ *          NUMAA       *numaaRead()
+ *          NUMAA       *numaaReadStream()
+ *          NUMAA       *numaaReadMem()
+ *          l_int32      numaaWrite()
+ *          l_int32      numaaWriteStream()
+ *          l_int32      numaaWriteMem()
+ *
+ *    (1) The Numa is a struct holding an array of floats.  It can also
+ *        be used to store l_int32 values, with some loss of precision
+ *        for floats larger than about 10 million.  Use the L_Dna instead
+ *        if integers larger than a few million need to be stored.
+ *
+ *    (2) Always use the accessors in this file, never the fields directly.
+ *
+ *    (3) Storing and retrieving numbers:
+ *
+ *       * to append a new number to the array, use numaAddNumber().  If
+ *         the number is an int, it will will automatically be converted
+ *         to l_float32 and stored.
+ *
+ *       * to reset a value stored in the array, use numaSetValue().
+ *
+ *       * to increment or decrement a value stored in the array,
+ *         use numaShiftValue().
+ *
+ *       * to obtain a value from the array, use either numaGetIValue()
+ *         or numaGetFValue(), depending on whether you are retrieving
+ *         an integer or a float.  This avoids doing an explicit cast,
+ *         such as
+ *           (a) return a l_float32 and cast it to an l_int32
+ *           (b) cast the return directly to (l_float32 *) to
+ *               satisfy the function prototype, as in
+ *                 numaGetFValue(na, index, (l_float32 *)&ival);   [ugly!]
+ *
+ *    (4) int <--> float conversions:
+ *
+ *        Tradition dictates that type conversions go automatically from
+ *        l_int32 --> l_float32, even though it is possible to lose
+ *        precision for large integers, whereas you must cast (l_int32)
+ *        to go from l_float32 --> l_int32 because you're truncating
+ *        to the integer value.
+ *
+ *    (5) As with other arrays in leptonica, the numa has both an allocated
+ *        size and a count of the stored numbers.  When you add a number, it
+ *        goes on the end of the array, and causes a realloc if the array
+ *        is already filled.  However, in situations where you want to
+ *        add numbers randomly into an array, such as when you build a
+ *        histogram, you must set the count of stored numbers in advance.
+ *        This is done with numaSetCount().  If you set a count larger
+ *        than the allocated array, it does a realloc to the size requested.
+ *
+ *    (6) In situations where the data in a numa correspond to a function
+ *        y(x), the values can be either at equal spacings in x or at
+ *        arbitrary spacings.  For the former, we can represent all x values
+ *        by two parameters: startx (corresponding to y[0]) and delx
+ *        for the change in x for adjacent values y[i] and y[i+1].
+ *        startx and delx are initialized to 0.0 and 1.0, rsp.
+ *        For arbitrary spacings, we use a second numa, and the two
+ *        numas are typically denoted nay and nax.
+ *
+ *    (7) The numa is also the basic struct used for histograms.  Every numa
+ *        has startx and delx fields, initialized to 0.0 and 1.0, that can
+ *        be used to represent the "x" value for the location of the
+ *        first bin and the bin width, respectively.  Accessors are the
+ *        numa*Parameters() functions.  All functions that make numa
+ *        histograms must set these fields properly, and many functions
+ *        that use numa histograms rely on the correctness of these values.
+ *
+ */ + +#include +#include +#include "allheaders.h" + + /* Bounds on initial array size */ +static const l_uint32 MaxArraySize = 100000000; /* for numa */ +static const l_uint32 MaxPtrArraySize = 10000; /* for numaa */ +static const l_int32 InitialArraySize = 50; /*!< n'importe quoi */ + + /* Static functions */ +static l_int32 numaExtendArray(NUMA *na); +static l_int32 numaaExtendArray(NUMAA *naa); + +/*--------------------------------------------------------------------------* + * Numa creation, destruction, copy, clone, etc. * + *--------------------------------------------------------------------------*/ +/*! + * \brief numaCreate() + * + * \param[in] n size of number array to be alloc'd 0 for default + * \return na, or NULL on error + */ +NUMA * +numaCreate(l_int32 n) +{ +NUMA *na; + + PROCNAME("numaCreate"); + + if (n <= 0 || n > MaxArraySize) + n = InitialArraySize; + + na = (NUMA *)LEPT_CALLOC(1, sizeof(NUMA)); + if ((na->array = (l_float32 *)LEPT_CALLOC(n, sizeof(l_float32))) == NULL) { + numaDestroy(&na); + return (NUMA *)ERROR_PTR("number array not made", procName, NULL); + } + + na->nalloc = n; + na->n = 0; + na->refcount = 1; + na->startx = 0.0; + na->delx = 1.0; + return na; +} + + +/*! + * \brief numaCreateFromIArray() + * + * \param[in] iarray integer array + * \param[in] size of the array + * \return na, or NULL on error + * + * 
+ * Notes:
+ *      (1) We can't insert this int array into the numa, because a numa
+ *          takes a float array.  So this just copies the data from the
+ *          input array into the numa.  The input array continues to be
+ *          owned by the caller.
+ *
+ */ +NUMA * +numaCreateFromIArray(l_int32 *iarray, + l_int32 size) +{ +l_int32 i; +NUMA *na; + + PROCNAME("numaCreateFromIArray"); + + if (!iarray) + return (NUMA *)ERROR_PTR("iarray not defined", procName, NULL); + if (size <= 0) + return (NUMA *)ERROR_PTR("size must be > 0", procName, NULL); + + na = numaCreate(size); + for (i = 0; i < size; i++) + numaAddNumber(na, iarray[i]); + + return na; +} + + +/*! + * \brief numaCreateFromFArray() + * + * \param[in] farray float array + * \param[in] size of the array + * \param[in] copyflag L_INSERT or L_COPY + * \return na, or NULL on error + * + * 
+ * Notes:
+ *      (1) With L_INSERT, ownership of the input array is transferred
+ *          to the returned numa, and all %size elements are considered
+ *          to be valid.
+ *
+ */ +NUMA * +numaCreateFromFArray(l_float32 *farray, + l_int32 size, + l_int32 copyflag) +{ +l_int32 i; +NUMA *na; + + PROCNAME("numaCreateFromFArray"); + + if (!farray) + return (NUMA *)ERROR_PTR("farray not defined", procName, NULL); + if (size <= 0) + return (NUMA *)ERROR_PTR("size must be > 0", procName, NULL); + if (copyflag != L_INSERT && copyflag != L_COPY) + return (NUMA *)ERROR_PTR("invalid copyflag", procName, NULL); + + na = numaCreate(size); + if (copyflag == L_INSERT) { + if (na->array) LEPT_FREE(na->array); + na->array = farray; + na->n = size; + } else { /* just copy the contents */ + for (i = 0; i < size; i++) + numaAddNumber(na, farray[i]); + } + + return na; +} + + +/*! + * \brief numaCreateFromString() + * + * \param[in] str string of comma-separated numbers + * \return na, or NULL on error + * + * 
+ * Notes:
+ *      (1) The numbers can be ints or floats; they will be interpreted
+ *          and stored as floats.  To use them as integers (e.g., for
+ *          indexing into arrays), use numaGetIValue(...).
+ *
+ */ +NUMA * +numaCreateFromString(const char *str) +{ +char *substr; +l_int32 i, n, nerrors; +l_float32 val; +NUMA *na; +SARRAY *sa; + + PROCNAME("numaCreateFromString"); + + if (!str || (strlen(str) == 0)) + return (NUMA *)ERROR_PTR("str not defined or empty", procName, NULL); + + sa = sarrayCreate(0); + sarraySplitString(sa, str, ","); + n = sarrayGetCount(sa); + na = numaCreate(n); + nerrors = 0; + for (i = 0; i < n; i++) { + substr = sarrayGetString(sa, i, L_NOCOPY); + if (sscanf(substr, "%f", &val) != 1) { + L_ERROR("substr %d not float\n", procName, i); + nerrors++; + } else { + numaAddNumber(na, val); + } + } + + sarrayDestroy(&sa); + if (nerrors > 0) { + numaDestroy(&na); + return (NUMA *)ERROR_PTR("non-floats in string", procName, NULL); + } + + return na; +} + + +/*! + * \brief numaDestroy() + * + * \param[in,out] pna numa to be destroyed and nulled if it exists + * \return void + * + * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the numa.
+ *      (2) Always nulls the input ptr.
+ *
+ */ +void +numaDestroy(NUMA **pna) +{ +NUMA *na; + + PROCNAME("numaDestroy"); + + if (pna == NULL) { + L_WARNING("ptr address is NULL\n", procName); + return; + } + + if ((na = *pna) == NULL) + return; + + /* Decrement the ref count. If it is 0, destroy the numa. */ + numaChangeRefcount(na, -1); + if (numaGetRefcount(na) <= 0) { + if (na->array) + LEPT_FREE(na->array); + LEPT_FREE(na); + } + + *pna = NULL; + return; +} + + +/*! + * \brief numaCopy() + * + * \param[in] na + * \return copy of numa, or NULL on error + */ +NUMA * +numaCopy(NUMA *na) +{ +l_int32 i; +NUMA *cna; + + PROCNAME("numaCopy"); + + if (!na) + return (NUMA *)ERROR_PTR("na not defined", procName, NULL); + + if ((cna = numaCreate(na->nalloc)) == NULL) + return (NUMA *)ERROR_PTR("cna not made", procName, NULL); + cna->startx = na->startx; + cna->delx = na->delx; + + for (i = 0; i < na->n; i++) + numaAddNumber(cna, na->array[i]); + + return cna; +} + + +/*! + * \brief numaClone() + * + * \param[in] na + * \return ptr to same numa, or NULL on error + */ +NUMA * +numaClone(NUMA *na) +{ + PROCNAME("numaClone"); + + if (!na) + return (NUMA *)ERROR_PTR("na not defined", procName, NULL); + + numaChangeRefcount(na, 1); + return na; +} + + +/*! + * \brief numaEmpty() + * + * \param[in] na + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) This does not change the allocation of the array.
+ *          It just clears the number of stored numbers, so that
+ *          the array appears to be empty.
+ *
+ */ +l_ok +numaEmpty(NUMA *na) +{ + PROCNAME("numaEmpty"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + + na->n = 0; + return 0; +} + + + +/*--------------------------------------------------------------------------* + * Number array: add number and extend array * + *--------------------------------------------------------------------------*/ +/*! + * \brief numaAddNumber() + * + * \param[in] na + * \param[in] val float or int to be added; stored as a float + * \return 0 if OK, 1 on error + */ +l_ok +numaAddNumber(NUMA *na, + l_float32 val) +{ +l_int32 n; + + PROCNAME("numaAddNumber"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + + n = numaGetCount(na); + if (n >= na->nalloc) + numaExtendArray(na); + na->array[n] = val; + na->n++; + return 0; +} + + +/*! + * \brief numaExtendArray() + * + * \param[in] na + * \return 0 if OK, 1 on error + */ +static l_int32 +numaExtendArray(NUMA *na) +{ + PROCNAME("numaExtendArray"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + + if ((na->array = (l_float32 *)reallocNew((void **)&na->array, + sizeof(l_float32) * na->nalloc, + 2 * sizeof(l_float32) * na->nalloc)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + na->nalloc *= 2; + return 0; +} + + +/*! + * \brief numaInsertNumber() + * + * \param[in] na + * \param[in] index location in na to insert new value + * \param[in] val float32 or integer to be added + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This shifts na[i] --> na[i + 1] for all i >= index,
+ *          and then inserts val as na[index].
+ *      (2) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *
+ *
+ */ +l_ok +numaInsertNumber(NUMA *na, + l_int32 index, + l_float32 val) +{ +l_int32 i, n; + + PROCNAME("numaInsertNumber"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + if (index < 0 || index > n) + return ERROR_INT("index not in {0...n}", procName, 1); + + if (n >= na->nalloc) + numaExtendArray(na); + for (i = n; i > index; i--) + na->array[i] = na->array[i - 1]; + na->array[index] = val; + na->n++; + return 0; +} + + +/*! + * \brief numaRemoveNumber() + * + * \param[in] na + * \param[in] index element to be removed + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This shifts na[i] --> na[i - 1] for all i > index.
+ *      (2) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *
+ */ +l_ok +numaRemoveNumber(NUMA *na, + l_int32 index) +{ +l_int32 i, n; + + PROCNAME("numaRemoveNumber"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + if (index < 0 || index >= n) + return ERROR_INT("index not in {0...n - 1}", procName, 1); + + for (i = index + 1; i < n; i++) + na->array[i - 1] = na->array[i]; + na->n--; + return 0; +} + + +/*! + * \brief numaReplaceNumber() + * + * \param[in] na + * \param[in] index element to be replaced + * \param[in] val new value to replace old one + * \return 0 if OK, 1 on error + */ +l_ok +numaReplaceNumber(NUMA *na, + l_int32 index, + l_float32 val) +{ +l_int32 n; + + PROCNAME("numaReplaceNumber"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + if (index < 0 || index >= n) + return ERROR_INT("index not in {0...n - 1}", procName, 1); + + na->array[index] = val; + return 0; +} + + +/*----------------------------------------------------------------------* + * Numa accessors * + *----------------------------------------------------------------------*/ +/*! + * \brief numaGetCount() + * + * \param[in] na + * \return count, or 0 if no numbers or on error + */ +l_int32 +numaGetCount(NUMA *na) +{ + PROCNAME("numaGetCount"); + + if (!na) + return ERROR_INT("na not defined", procName, 0); + return na->n; +} + + +/*! + * \brief numaSetCount() + * + * \param[in] na + * \param[in] newcount + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If newcount <= na->nalloc, this resets na->n.
+ *          Using newcount = 0 is equivalent to numaEmpty().
+ *      (2) If newcount > na->nalloc, this causes a realloc
+ *          to a size na->nalloc = newcount.
+ *      (3) All the previously unused values in na are set to 0.0.
+ *
+ */ +l_ok +numaSetCount(NUMA *na, + l_int32 newcount) +{ + PROCNAME("numaSetCount"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (newcount > na->nalloc) { + if ((na->array = (l_float32 *)reallocNew((void **)&na->array, + sizeof(l_float32) * na->nalloc, + sizeof(l_float32) * newcount)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + na->nalloc = newcount; + } + na->n = newcount; + return 0; +} + + +/*! + * \brief numaGetFValue() + * + * \param[in] na + * \param[in] index into numa + * \param[out] pval float value; set to 0.0 on error + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Caller may need to check the function return value to
+ *          decide if a 0.0 in the returned ival is valid.
+ *
+ */ +l_ok +numaGetFValue(NUMA *na, + l_int32 index, + l_float32 *pval) +{ + PROCNAME("numaGetFValue"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0.0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + if (index < 0 || index >= na->n) + return ERROR_INT("index not valid", procName, 1); + + *pval = na->array[index]; + return 0; +} + + +/*! + * \brief numaGetIValue() + * + * \param[in] na + * \param[in] index into numa + * \param[out] pival integer value; set to 0 on error + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Caller may need to check the function return value to
+ *          decide if a 0 in the returned ival is valid.
+ *
+ */ +l_ok +numaGetIValue(NUMA *na, + l_int32 index, + l_int32 *pival) +{ +l_float32 val; + + PROCNAME("numaGetIValue"); + + if (!pival) + return ERROR_INT("&ival not defined", procName, 1); + *pival = 0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + if (index < 0 || index >= na->n) + return ERROR_INT("index not valid", procName, 1); + + val = na->array[index]; + *pival = (l_int32)(val + L_SIGN(val) * 0.5); + return 0; +} + + +/*! + * \brief numaSetValue() + * + * \param[in] na + * \param[in] index to element to be set + * \param[in] val to set + * \return 0 if OK; 1 on error + */ +l_ok +numaSetValue(NUMA *na, + l_int32 index, + l_float32 val) +{ + PROCNAME("numaSetValue"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (index < 0 || index >= na->n) + return ERROR_INT("index not valid", procName, 1); + + na->array[index] = val; + return 0; +} + + +/*! + * \brief numaShiftValue() + * + * \param[in] na + * \param[in] index to element to change relative to the current value + * \param[in] diff increment if diff > 0 or decrement if diff < 0 + * \return 0 if OK; 1 on error + */ +l_ok +numaShiftValue(NUMA *na, + l_int32 index, + l_float32 diff) +{ + PROCNAME("numaShiftValue"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (index < 0 || index >= na->n) + return ERROR_INT("index not valid", procName, 1); + + na->array[index] += diff; + return 0; +} + + +/*! + * \brief numaGetIArray() + * + * \param[in] na + * \return a copy of the bare internal array, integerized + * by rounding, or NULL on error + * 
+ * Notes:
+ *      (1) A copy of the array is always made, because we need to
+ *          generate an integer array from the bare float array.
+ *          The caller is responsible for freeing the array.
+ *      (2) The array size is determined by the number of stored numbers,
+ *          not by the size of the allocated array in the Numa.
+ *      (3) This function is provided to simplify calculations
+ *          using the bare internal array, rather than continually
+ *          calling accessors on the numa.  It is typically used
+ *          on an array of size 256.
+ *
+ */ +l_int32 * +numaGetIArray(NUMA *na) +{ +l_int32 i, n, ival; +l_int32 *array; + + PROCNAME("numaGetIArray"); + + if (!na) + return (l_int32 *)ERROR_PTR("na not defined", procName, NULL); + + n = numaGetCount(na); + if ((array = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32))) == NULL) + return (l_int32 *)ERROR_PTR("array not made", procName, NULL); + for (i = 0; i < n; i++) { + numaGetIValue(na, i, &ival); + array[i] = ival; + } + + return array; +} + + +/*! + * \brief numaGetFArray() + * + * \param[in] na + * \param[in] copyflag L_NOCOPY or L_COPY + * \return either the bare internal array or a copy of it, + * or NULL on error + * + * 
+ * Notes:
+ *      (1) If copyflag == L_COPY, it makes a copy which the caller
+ *          is responsible for freeing.  Otherwise, it operates
+ *          directly on the bare array of the numa.
+ *      (2) Very important: for L_NOCOPY, any writes to the array
+ *          will be in the numa.  Do not write beyond the size of
+ *          the count field, because it will not be accessible
+ *          from the numa!  If necessary, be sure to set the count
+ *          field to a larger number (such as the alloc size)
+ *          BEFORE calling this function.  Creating with numaMakeConstant()
+ *          is another way to insure full initialization.
+ *
+ */ +l_float32 * +numaGetFArray(NUMA *na, + l_int32 copyflag) +{ +l_int32 i, n; +l_float32 *array; + + PROCNAME("numaGetFArray"); + + if (!na) + return (l_float32 *)ERROR_PTR("na not defined", procName, NULL); + + if (copyflag == L_NOCOPY) { + array = na->array; + } else { /* copyflag == L_COPY */ + n = numaGetCount(na); + if ((array = (l_float32 *)LEPT_CALLOC(n, sizeof(l_float32))) == NULL) + return (l_float32 *)ERROR_PTR("array not made", procName, NULL); + for (i = 0; i < n; i++) + array[i] = na->array[i]; + } + + return array; +} + + +/*! + * \brief numaGetRefCount() + * + * \param[in] na + * \return refcount, or UNDEF on error + */ +l_int32 +numaGetRefcount(NUMA *na) +{ + PROCNAME("numaGetRefcount"); + + if (!na) + return ERROR_INT("na not defined", procName, UNDEF); + return na->refcount; +} + + +/*! + * \brief numaChangeRefCount() + * + * \param[in] na + * \param[in] delta change to be applied + * \return 0 if OK, 1 on error + */ +l_ok +numaChangeRefcount(NUMA *na, + l_int32 delta) +{ + PROCNAME("numaChangeRefcount"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + na->refcount += delta; + return 0; +} + + +/*! + * \brief numaGetParameters() + * + * \param[in] na + * \param[out] pstartx [optional] startx + * \param[out] pdelx [optional] delx + * \return 0 if OK, 1 on error + */ +l_ok +numaGetParameters(NUMA *na, + l_float32 *pstartx, + l_float32 *pdelx) +{ + PROCNAME("numaGetParameters"); + + if (!pdelx && !pstartx) + return ERROR_INT("no return val requested", procName, 1); + if (pstartx) *pstartx = 0.0; + if (pdelx) *pdelx = 1.0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + if (pstartx) *pstartx = na->startx; + if (pdelx) *pdelx = na->delx; + return 0; +} + + +/*! + * \brief numaSetParameters() + * + * \param[in] na + * \param[in] startx x value corresponding to na[0] + * \param[in] delx difference in x values for the situation where the + * elements of na correspond to the evaulation of a + * function at equal intervals of size %delx + * \return 0 if OK, 1 on error + */ +l_ok +numaSetParameters(NUMA *na, + l_float32 startx, + l_float32 delx) +{ + PROCNAME("numaSetParameters"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + + na->startx = startx; + na->delx = delx; + return 0; +} + + +/*! + * \brief numaCopyParameters() + * + * \param[in] nad destination Numa + * \param[in] nas source Numa + * \return 0 if OK, 1 on error + */ +l_ok +numaCopyParameters(NUMA *nad, + NUMA *nas) +{ +l_float32 start, binsize; + + PROCNAME("numaCopyParameters"); + + if (!nas || !nad) + return ERROR_INT("nas and nad not both defined", procName, 1); + + numaGetParameters(nas, &start, &binsize); + numaSetParameters(nad, start, binsize); + return 0; +} + + +/*----------------------------------------------------------------------* + * Convert to string array * + *----------------------------------------------------------------------*/ +/*! + * \brief numaConvertToSarray() + * + * \param[in] na + * \param[in] size1 size of conversion field + * \param[in] size2 for float conversion: size of field to the right + * of the decimal point + * \param[in] addzeros for integer conversion: to add lead zeros + * \param[in] type L_INTEGER_VALUE, L_FLOAT_VALUE + * \return a sarray of the float values converted to strings + * representing either integer or float values; or NULL on error. + * + * 
+ * Notes:
+ *      (1) For integer conversion, size2 is ignored.
+ *          For float conversion, addzeroes is ignored.
+ *
+ */ +SARRAY * +numaConvertToSarray(NUMA *na, + l_int32 size1, + l_int32 size2, + l_int32 addzeros, + l_int32 type) +{ +char fmt[32], strbuf[64]; +l_int32 i, n, ival; +l_float32 fval; +SARRAY *sa; + + PROCNAME("numaConvertToSarray"); + + if (!na) + return (SARRAY *)ERROR_PTR("na not defined", procName, NULL); + if (type != L_INTEGER_VALUE && type != L_FLOAT_VALUE) + return (SARRAY *)ERROR_PTR("invalid type", procName, NULL); + + if (type == L_INTEGER_VALUE) { + if (addzeros) + snprintf(fmt, sizeof(fmt), "%%0%dd", size1); + else + snprintf(fmt, sizeof(fmt), "%%%dd", size1); + } else { /* L_FLOAT_VALUE */ + snprintf(fmt, sizeof(fmt), "%%%d.%df", size1, size2); + } + + n = numaGetCount(na); + if ((sa = sarrayCreate(n)) == NULL) + return (SARRAY *)ERROR_PTR("sa not made", procName, NULL); + + for (i = 0; i < n; i++) { + if (type == L_INTEGER_VALUE) { + numaGetIValue(na, i, &ival); + snprintf(strbuf, sizeof(strbuf), fmt, ival); + } else { /* L_FLOAT_VALUE */ + numaGetFValue(na, i, &fval); + snprintf(strbuf, sizeof(strbuf), fmt, fval); + } + sarrayAddString(sa, strbuf, L_COPY); + } + + return sa; +} + + +/*----------------------------------------------------------------------* + * Serialize numa for I/O * + *----------------------------------------------------------------------*/ +/*! + * \brief numaRead() + * + * \param[in] filename + * \return na, or NULL on error + */ +NUMA * +numaRead(const char *filename) +{ +FILE *fp; +NUMA *na; + + PROCNAME("numaRead"); + + if (!filename) + return (NUMA *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (NUMA *)ERROR_PTR("stream not opened", procName, NULL); + na = numaReadStream(fp); + fclose(fp); + if (!na) + return (NUMA *)ERROR_PTR("na not read", procName, NULL); + return na; +} + + +/*! + * \brief numaReadStream() + * + * \param[in] fp file stream + * \return numa, or NULL on error + */ +NUMA * +numaReadStream(FILE *fp) +{ +l_int32 i, n, index, ret, version; +l_float32 val, startx, delx; +NUMA *na; + + PROCNAME("numaReadStream"); + + if (!fp) + return (NUMA *)ERROR_PTR("stream not defined", procName, NULL); + + ret = fscanf(fp, "\nNuma Version %d\n", &version); + if (ret != 1) + return (NUMA *)ERROR_PTR("not a numa file", procName, NULL); + if (version != NUMA_VERSION_NUMBER) + return (NUMA *)ERROR_PTR("invalid numa version", procName, NULL); + if (fscanf(fp, "Number of numbers = %d\n", &n) != 1) + return (NUMA *)ERROR_PTR("invalid number of numbers", procName, NULL); + + if (n > MaxArraySize) { + L_ERROR("n = %d > %d\n", procName, n, MaxArraySize); + return NULL; + } + if ((na = numaCreate(n)) == NULL) + return (NUMA *)ERROR_PTR("na not made", procName, NULL); + + for (i = 0; i < n; i++) { + if (fscanf(fp, " [%d] = %f\n", &index, &val) != 2) { + numaDestroy(&na); + return (NUMA *)ERROR_PTR("bad input data", procName, NULL); + } + numaAddNumber(na, val); + } + + /* Optional data */ + if (fscanf(fp, "startx = %f, delx = %f\n", &startx, &delx) == 2) + numaSetParameters(na, startx, delx); + + return na; +} + + +/*! + * \brief numaReadMem() + * + * \param[in] data numa serialization; in ascii + * \param[in] size of data; can use strlen to get it + * \return na, or NULL on error + */ +NUMA * +numaReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +NUMA *na; + + PROCNAME("numaReadMem"); + + if (!data) + return (NUMA *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (NUMA *)ERROR_PTR("stream not opened", procName, NULL); + + na = numaReadStream(fp); + fclose(fp); + if (!na) L_ERROR("numa not read\n", procName); + return na; +} + + +/*! + * \brief numaWriteDebug() + * + * \param[in] filename + * \param[in] na + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Debug version, intended for use in the library when writing
+ *          to files in a temp directory with names that are compiled in.
+ *          This is used instead of numaWrite() for all such library calls.
+ *      (2) The global variable LeptDebugOK defaults to 0, and can be set
+ *          or cleared by the function setLeptDebugOK().
+ *
+ */ +l_ok +numaWriteDebug(const char *filename, + NUMA *na) +{ + PROCNAME("numaWriteDebug"); + + if (LeptDebugOK) { + return numaWrite(filename, na); + } else { + L_INFO("write to named temp file %s is disabled\n", procName, filename); + return 0; + } +} + + +/*! + * \brief numaWrite() + * + * \param[in] filename + * \param[in] na + * \return 0 if OK, 1 on error + */ +l_ok +numaWrite(const char *filename, + NUMA *na) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("numaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "w")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = numaWriteStream(fp, na); + fclose(fp); + if (ret) + return ERROR_INT("na not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief numaWriteStream() + * + * \param[in] fp file stream + * \param[in] na + * \return 0 if OK, 1 on error + */ +l_ok +numaWriteStream(FILE *fp, + NUMA *na) +{ +l_int32 i, n; +l_float32 startx, delx; + + PROCNAME("numaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + + n = numaGetCount(na); + fprintf(fp, "\nNuma Version %d\n", NUMA_VERSION_NUMBER); + fprintf(fp, "Number of numbers = %d\n", n); + for (i = 0; i < n; i++) + fprintf(fp, " [%d] = %f\n", i, na->array[i]); + fprintf(fp, "\n"); + + /* Optional data */ + numaGetParameters(na, &startx, &delx); + if (startx != 0.0 || delx != 1.0) + fprintf(fp, "startx = %f, delx = %f\n", startx, delx); + + return 0; +} + + +/*! + * \brief numaWriteMem() + * + * \param[out] pdata data of serialized numa; ascii + * \param[out] psize size of returned data + * \param[in] na + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a numa in memory and puts the result in a buffer.
+ *
+ */ +l_ok +numaWriteMem(l_uint8 **pdata, + size_t *psize, + NUMA *na) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("numaWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = numaWriteStream(fp, na); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = numaWriteStream(fp, na); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + + +/*--------------------------------------------------------------------------* + * Numaa creation, destruction * + *--------------------------------------------------------------------------*/ +/*! + * \brief numaaCreate() + * + * \param[in] n size of numa ptr array to be alloc'd 0 for default + * \return naa, or NULL on error + * + */ +NUMAA * +numaaCreate(l_int32 n) +{ +NUMAA *naa; + + PROCNAME("numaaCreate"); + + if (n <= 0 || n > MaxPtrArraySize) + n = InitialArraySize; + + naa = (NUMAA *)LEPT_CALLOC(1, sizeof(NUMAA)); + if ((naa->numa = (NUMA **)LEPT_CALLOC(n, sizeof(NUMA *))) == NULL) { + numaaDestroy(&naa); + return (NUMAA *)ERROR_PTR("numa ptr array not made", procName, NULL); + } + + naa->nalloc = n; + naa->n = 0; + return naa; +} + + +/*! + * \brief numaaCreateFull() + * + * \param[in] nptr size of numa ptr array to be alloc'd + * \param[in] n size of individual numa arrays to be allocated + * to 0 for default + * \return naa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This allocates numaa and fills the array with allocated numas.
+ *          In use, after calling this function, use
+ *              numaaAddNumber(naa, index, val);
+ *          to add val to the index-th numa in naa.
+ *
+ */ +NUMAA * +numaaCreateFull(l_int32 nptr, + l_int32 n) +{ +l_int32 i; +NUMAA *naa; +NUMA *na; + + naa = numaaCreate(nptr); + for (i = 0; i < nptr; i++) { + na = numaCreate(n); + numaaAddNuma(naa, na, L_INSERT); + } + + return naa; +} + + +/*! + * \brief numaaTruncate() + * + * \param[in] naa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This identifies the largest index containing a numa that
+ *          has any numbers within it, destroys all numa beyond that
+ *          index, and resets the count.
+ *
+ */ +l_ok +numaaTruncate(NUMAA *naa) +{ +l_int32 i, n, nn; +NUMA *na; + + PROCNAME("numaaTruncate"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + + n = numaaGetCount(naa); + for (i = n - 1; i >= 0; i--) { + na = numaaGetNuma(naa, i, L_CLONE); + if (!na) + continue; + nn = numaGetCount(na); + numaDestroy(&na); + if (nn == 0) + numaDestroy(&naa->numa[i]); + else + break; + } + naa->n = i + 1; + return 0; +} + + +/*! + * \brief numaaDestroy() + * + * \param[in,out] pnaa to be destroyed and nulled, if it exists + * \return void + */ +void +numaaDestroy(NUMAA **pnaa) +{ +l_int32 i; +NUMAA *naa; + + PROCNAME("numaaDestroy"); + + if (pnaa == NULL) { + L_WARNING("ptr address is NULL!\n", procName); + return; + } + + if ((naa = *pnaa) == NULL) + return; + + for (i = 0; i < naa->n; i++) + numaDestroy(&naa->numa[i]); + LEPT_FREE(naa->numa); + LEPT_FREE(naa); + *pnaa = NULL; + + return; +} + + + +/*--------------------------------------------------------------------------* + * Add Numa to Numaa * + *--------------------------------------------------------------------------*/ +/*! + * \brief numaaAddNuma() + * + * \param[in] naa + * \param[in] na to be added + * \param[in] copyflag L_INSERT, L_COPY, L_CLONE + * \return 0 if OK, 1 on error + */ +l_ok +numaaAddNuma(NUMAA *naa, + NUMA *na, + l_int32 copyflag) +{ +l_int32 n; +NUMA *nac; + + PROCNAME("numaaAddNuma"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + + if (copyflag == L_INSERT) { + nac = na; + } else if (copyflag == L_COPY) { + if ((nac = numaCopy(na)) == NULL) + return ERROR_INT("nac not made", procName, 1); + } else if (copyflag == L_CLONE) { + nac = numaClone(na); + } else { + return ERROR_INT("invalid copyflag", procName, 1); + } + + n = numaaGetCount(naa); + if (n >= naa->nalloc) + numaaExtendArray(naa); + naa->numa[n] = nac; + naa->n++; + return 0; +} + + +/*! + * \brief numaaExtendArray() + * + * \param[in] naa + * \return 0 if OK, 1 on error + */ +static l_int32 +numaaExtendArray(NUMAA *naa) +{ + PROCNAME("numaaExtendArray"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + + if ((naa->numa = (NUMA **)reallocNew((void **)&naa->numa, + sizeof(NUMA *) * naa->nalloc, + 2 * sizeof(NUMA *) * naa->nalloc)) == NULL) + return ERROR_INT("new ptr array not returned", procName, 1); + + naa->nalloc *= 2; + return 0; +} + + +/*----------------------------------------------------------------------* + * Numaa accessors * + *----------------------------------------------------------------------*/ +/*! + * \brief numaaGetCount() + * + * \param[in] naa + * \return count number of numa, or 0 if no numa or on error + */ +l_int32 +numaaGetCount(NUMAA *naa) +{ + PROCNAME("numaaGetCount"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 0); + return naa->n; +} + + +/*! + * \brief numaaGetNumaCount() + * + * \param[in] naa + * \param[in] index of numa in naa + * \return count of numbers in the referenced numa, or 0 on error. + */ +l_int32 +numaaGetNumaCount(NUMAA *naa, + l_int32 index) +{ + PROCNAME("numaaGetNumaCount"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 0); + if (index < 0 || index >= naa->n) + return ERROR_INT("invalid index into naa", procName, 0); + return numaGetCount(naa->numa[index]); +} + + +/*! + * \brief numaaGetNumberCount() + * + * \param[in] naa + * \return count total number of numbers in the numaa, + * or 0 if no numbers or on error + */ +l_int32 +numaaGetNumberCount(NUMAA *naa) +{ +NUMA *na; +l_int32 n, sum, i; + + PROCNAME("numaaGetNumberCount"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 0); + + n = numaaGetCount(naa); + for (sum = 0, i = 0; i < n; i++) { + na = numaaGetNuma(naa, i, L_CLONE); + sum += numaGetCount(na); + numaDestroy(&na); + } + + return sum; +} + + +/*! + * \brief numaaGetPtrArray() + * + * \param[in] naa + * \return the internal array of ptrs to Numa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This function is convenient for doing direct manipulation on
+ *          a fixed size array of Numas.  To do this, it sets the count
+ *          to the full size of the allocated array of Numa ptrs.
+ *          The originating Numaa owns this array: DO NOT free it!
+ *      (2) Intended usage:
+ *            Numaa *naa = numaaCreate(n);
+ *            Numa **array = numaaGetPtrArray(naa);
+ *             ...  [manipulate Numas directly on the array]
+ *            numaaDestroy(&naa);
+ *      (3) Cautions:
+ *           ~ Do not free this array; it is owned by tne Numaa.
+ *           ~ Do not call any functions on the Numaa, other than
+ *             numaaDestroy() when you're finished with the array.
+ *             Adding a Numa will force a resize, destroying the ptr array.
+ *           ~ Do not address the array outside its allocated size.
+ *             With the bare array, there are no protections.  If the
+ *             allocated size is n, array[n] is an error.
+ *
+ */ +NUMA ** +numaaGetPtrArray(NUMAA *naa) +{ + PROCNAME("numaaGetPtrArray"); + + if (!naa) + return (NUMA **)ERROR_PTR("naa not defined", procName, NULL); + + naa->n = naa->nalloc; + return naa->numa; +} + + +/*! + * \brief numaaGetNuma() + * + * \param[in] naa + * \param[in] index to the index-th numa + * \param[in] accessflag L_COPY or L_CLONE + * \return numa, or NULL on error + */ +NUMA * +numaaGetNuma(NUMAA *naa, + l_int32 index, + l_int32 accessflag) +{ + PROCNAME("numaaGetNuma"); + + if (!naa) + return (NUMA *)ERROR_PTR("naa not defined", procName, NULL); + if (index < 0 || index >= naa->n) + return (NUMA *)ERROR_PTR("index not valid", procName, NULL); + + if (accessflag == L_COPY) + return numaCopy(naa->numa[index]); + else if (accessflag == L_CLONE) + return numaClone(naa->numa[index]); + else + return (NUMA *)ERROR_PTR("invalid accessflag", procName, NULL); +} + + +/*! + * \brief numaaReplaceNuma() + * + * \param[in] naa + * \param[in] index to the index-th numa + * \param[in] na insert and replace any existing one + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Any existing numa is destroyed, and the input one
+ *          is inserted in its place.
+ *      (2) If the index is invalid, return 1 (error)
+ *
+ */ +l_ok +numaaReplaceNuma(NUMAA *naa, + l_int32 index, + NUMA *na) +{ +l_int32 n; + + PROCNAME("numaaReplaceNuma"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaaGetCount(naa); + if (index < 0 || index >= n) + return ERROR_INT("index not valid", procName, 1); + + numaDestroy(&naa->numa[index]); + naa->numa[index] = na; + return 0; +} + + +/*! + * \brief numaaGetValue() + * + * \param[in] naa + * \param[in] i index of numa within numaa + * \param[in] j index into numa + * \param[out] pfval [optional] float value + * \param[out] pival [optional] int value + * \return 0 if OK, 1 on error + */ +l_ok +numaaGetValue(NUMAA *naa, + l_int32 i, + l_int32 j, + l_float32 *pfval, + l_int32 *pival) +{ +l_int32 n; +NUMA *na; + + PROCNAME("numaaGetValue"); + + if (!pfval && !pival) + return ERROR_INT("no return val requested", procName, 1); + if (pfval) *pfval = 0.0; + if (pival) *pival = 0; + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + n = numaaGetCount(naa); + if (i < 0 || i >= n) + return ERROR_INT("invalid index into naa", procName, 1); + na = naa->numa[i]; + if (j < 0 || j >= na->n) + return ERROR_INT("invalid index into na", procName, 1); + if (pfval) *pfval = na->array[j]; + if (pival) *pival = (l_int32)(na->array[j]); + return 0; +} + + +/*! + * \brief numaaAddNumber() + * + * \param[in] naa + * \param[in] index of numa within numaa + * \param[in] val float or int to be added; stored as a float + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Adds to an existing numa only.
+ *
+ */ +l_ok +numaaAddNumber(NUMAA *naa, + l_int32 index, + l_float32 val) +{ +l_int32 n; +NUMA *na; + + PROCNAME("numaaAddNumber"); + + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + n = numaaGetCount(naa); + if (index < 0 || index >= n) + return ERROR_INT("invalid index in naa", procName, 1); + + na = numaaGetNuma(naa, index, L_CLONE); + numaAddNumber(na, val); + numaDestroy(&na); + return 0; +} + + +/*----------------------------------------------------------------------* + * Serialize numaa for I/O * + *----------------------------------------------------------------------*/ +/*! + * \brief numaaRead() + * + * \param[in] filename + * \return naa, or NULL on error + */ +NUMAA * +numaaRead(const char *filename) +{ +FILE *fp; +NUMAA *naa; + + PROCNAME("numaaRead"); + + if (!filename) + return (NUMAA *)ERROR_PTR("filename not defined", procName, NULL); + + if ((fp = fopenReadStream(filename)) == NULL) + return (NUMAA *)ERROR_PTR("stream not opened", procName, NULL); + naa = numaaReadStream(fp); + fclose(fp); + if (!naa) + return (NUMAA *)ERROR_PTR("naa not read", procName, NULL); + return naa; +} + + +/*! + * \brief numaaReadStream() + * + * \param[in] fp file stream + * \return naa, or NULL on error + */ +NUMAA * +numaaReadStream(FILE *fp) +{ +l_int32 i, n, index, ret, version; +NUMA *na; +NUMAA *naa; + + PROCNAME("numaaReadStream"); + + if (!fp) + return (NUMAA *)ERROR_PTR("stream not defined", procName, NULL); + + ret = fscanf(fp, "\nNumaa Version %d\n", &version); + if (ret != 1) + return (NUMAA *)ERROR_PTR("not a numa file", procName, NULL); + if (version != NUMA_VERSION_NUMBER) + return (NUMAA *)ERROR_PTR("invalid numaa version", procName, NULL); + if (fscanf(fp, "Number of numa = %d\n\n", &n) != 1) + return (NUMAA *)ERROR_PTR("invalid number of numa", procName, NULL); + + if (n > MaxPtrArraySize) { + L_ERROR("n = %d > %d\n", procName, n, MaxPtrArraySize); + return NULL; + } + if ((naa = numaaCreate(n)) == NULL) + return (NUMAA *)ERROR_PTR("naa not made", procName, NULL); + + for (i = 0; i < n; i++) { + if (fscanf(fp, "Numa[%d]:", &index) != 1) { + numaaDestroy(&naa); + return (NUMAA *)ERROR_PTR("invalid numa header", procName, NULL); + } + if ((na = numaReadStream(fp)) == NULL) { + numaaDestroy(&naa); + return (NUMAA *)ERROR_PTR("na not made", procName, NULL); + } + numaaAddNuma(naa, na, L_INSERT); + } + + return naa; +} + + +/*! + * \brief numaaReadMem() + * + * \param[in] data numaa serialization; in ascii + * \param[in] size of data; can use strlen to get it + * \return naa, or NULL on error + */ +NUMAA * +numaaReadMem(const l_uint8 *data, + size_t size) +{ +FILE *fp; +NUMAA *naa; + + PROCNAME("numaaReadMem"); + + if (!data) + return (NUMAA *)ERROR_PTR("data not defined", procName, NULL); + if ((fp = fopenReadFromMemory(data, size)) == NULL) + return (NUMAA *)ERROR_PTR("stream not opened", procName, NULL); + + naa = numaaReadStream(fp); + fclose(fp); + if (!naa) L_ERROR("naa not read\n", procName); + return naa; +} + + +/*! + * \brief numaaWrite() + * + * \param[in] filename + * \param[in] naa + * \return 0 if OK, 1 on error + */ +l_ok +numaaWrite(const char *filename, + NUMAA *naa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("numaaWrite"); + + if (!filename) + return ERROR_INT("filename not defined", procName, 1); + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + + if ((fp = fopenWriteStream(filename, "w")) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = numaaWriteStream(fp, naa); + fclose(fp); + if (ret) + return ERROR_INT("naa not written to stream", procName, 1); + return 0; +} + + +/*! + * \brief numaaWriteStream() + * + * \param[in] fp file stream + * \param[in] naa + * \return 0 if OK, 1 on error + */ +l_ok +numaaWriteStream(FILE *fp, + NUMAA *naa) +{ +l_int32 i, n; +NUMA *na; + + PROCNAME("numaaWriteStream"); + + if (!fp) + return ERROR_INT("stream not defined", procName, 1); + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + + n = numaaGetCount(naa); + fprintf(fp, "\nNumaa Version %d\n", NUMA_VERSION_NUMBER); + fprintf(fp, "Number of numa = %d\n\n", n); + for (i = 0; i < n; i++) { + if ((na = numaaGetNuma(naa, i, L_CLONE)) == NULL) + return ERROR_INT("na not found", procName, 1); + fprintf(fp, "Numa[%d]:", i); + numaWriteStream(fp, na); + numaDestroy(&na); + } + + return 0; +} + + +/*! + * \brief numaaWriteMem() + * + * \param[out] pdata data of serialized numaa; ascii + * \param[out] psize size of returned data + * \param[in] naa + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Serializes a numaa in memory and puts the result in a buffer.
+ *
+ */ +l_ok +numaaWriteMem(l_uint8 **pdata, + size_t *psize, + NUMAA *naa) +{ +l_int32 ret; +FILE *fp; + + PROCNAME("numaaWriteMem"); + + if (pdata) *pdata = NULL; + if (psize) *psize = 0; + if (!pdata) + return ERROR_INT("&data not defined", procName, 1); + if (!psize) + return ERROR_INT("&size not defined", procName, 1); + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + +#if HAVE_FMEMOPEN + if ((fp = open_memstream((char **)pdata, psize)) == NULL) + return ERROR_INT("stream not opened", procName, 1); + ret = numaaWriteStream(fp, naa); +#else + L_INFO("work-around: writing to a temp file\n", procName); + #ifdef _WIN32 + if ((fp = fopenWriteWinTempfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #else + if ((fp = tmpfile()) == NULL) + return ERROR_INT("tmpfile stream not opened", procName, 1); + #endif /* _WIN32 */ + ret = numaaWriteStream(fp, naa); + rewind(fp); + *pdata = l_binaryReadStream(fp, psize); +#endif /* HAVE_FMEMOPEN */ + fclose(fp); + return ret; +} + diff --git a/3rdparty/hgOCR/leptonica/numafunc1.c b/3rdparty/hgOCR/leptonica/numafunc1.c new file mode 100644 index 00000000..e46092bb --- /dev/null +++ b/3rdparty/hgOCR/leptonica/numafunc1.c @@ -0,0 +1,3488 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file numafunc1.c + * 
+ *
+ *      --------------------------------------
+ *      This file has these Numa utilities:
+ *         - arithmetic operations
+ *         - simple data analysis
+ *         - generation of special sequences
+ *         - permutations
+ *         - interpolation
+ *         - sorting
+ *         - data analysis requiring sorting
+ *         - joins and rearrangements
+ *      --------------------------------------
+ *
+ *      Arithmetic and logic
+ *          NUMA        *numaArithOp()
+ *          NUMA        *numaLogicalOp()
+ *          NUMA        *numaInvert()
+ *          l_int32      numaSimilar()
+ *          l_int32      numaAddToNumber()
+ *
+ *      Simple extractions
+ *          l_int32      numaGetMin()
+ *          l_int32      numaGetMax()
+ *          l_int32      numaGetSum()
+ *          NUMA        *numaGetPartialSums()
+ *          l_int32      numaGetSumOnInterval()
+ *          l_int32      numaHasOnlyIntegers()
+ *          NUMA        *numaSubsample()
+ *          NUMA        *numaMakeDelta()
+ *          NUMA        *numaMakeSequence()
+ *          NUMA        *numaMakeConstant()
+ *          NUMA        *numaMakeAbsValue()
+ *          NUMA        *numaAddBorder()
+ *          NUMA        *numaAddSpecifiedBorder()
+ *          NUMA        *numaRemoveBorder()
+ *          l_int32      numaCountNonzeroRuns()
+ *          l_int32      numaGetNonzeroRange()
+ *          l_int32      numaGetCountRelativeToZero()
+ *          NUMA        *numaClipToInterval()
+ *          NUMA        *numaMakeThresholdIndicator()
+ *          NUMA        *numaUniformSampling()
+ *          NUMA        *numaReverse()
+ *
+ *      Signal feature extraction
+ *          NUMA        *numaLowPassIntervals()
+ *          NUMA        *numaThresholdEdges()
+ *          NUMA        *numaGetSpanValues()
+ *          NUMA        *numaGetEdgeValues()
+ *
+ *      Interpolation
+ *          l_int32      numaInterpolateEqxVal()
+ *          l_int32      numaInterpolateEqxInterval()
+ *          l_int32      numaInterpolateArbxVal()
+ *          l_int32      numaInterpolateArbxInterval()
+ *
+ *      Functions requiring interpolation
+ *          l_int32      numaFitMax()
+ *          l_int32      numaDifferentiateInterval()
+ *          l_int32      numaIntegrateInterval()
+ *
+ *      Sorting
+ *          NUMA        *numaSortGeneral()
+ *          NUMA        *numaSortAutoSelect()
+ *          NUMA        *numaSortIndexAutoSelect()
+ *          l_int32      numaChooseSortType()
+ *          NUMA        *numaSort()
+ *          NUMA        *numaBinSort()
+ *          NUMA        *numaGetSortIndex()
+ *          NUMA        *numaGetBinSortIndex()
+ *          NUMA        *numaSortByIndex()
+ *          l_int32      numaIsSorted()
+ *          l_int32      numaSortPair()
+ *          NUMA        *numaInvertMap()
+ *
+ *      Random permutation
+ *          NUMA        *numaPseudorandomSequence()
+ *          NUMA        *numaRandomPermutation()
+ *
+ *      Functions requiring sorting
+ *          l_int32      numaGetRankValue()
+ *          l_int32      numaGetMedian()
+ *          l_int32      numaGetBinnedMedian()
+ *          l_int32      numaGetMeanDevFromMedian()
+ *          l_int32      numaGetMedianDevFromMedian()
+ *          l_int32      numaGetMode()
+ *
+ *      Rearrangements
+ *          l_int32      numaJoin()
+ *          l_int32      numaaJoin()
+ *          NUMA        *numaaFlattenToNuma()
+ *
+ *    Things to remember when using the Numa:
+ *
+ *    (1) The numa is a struct, not an array.  Always use accessors
+ *        (see numabasic.c), never the fields directly.
+ *
+ *    (2) The number array holds l_float32 values.  It can also
+ *        be used to store l_int32 values.  See numabasic.c for
+ *        details on using the accessors.
+ *
+ *    (3) If you use numaCreate(), no numbers are stored and the size is 0.
+ *        You have to add numbers to increase the size.
+ *        If you want to start with a numa of a fixed size, with each
+ *        entry initialized to the same value, use numaMakeConstant().
+ *
+ *    (4) Occasionally, in the comments we denote the i-th element of a
+ *        numa by na[i].  This is conceptual only -- the numa is not an array!
+ *
+ */ + +#include +#include "allheaders.h" + + +/*----------------------------------------------------------------------* + * Arithmetic and logical ops on Numas * + *----------------------------------------------------------------------*/ +/*! + * \brief numaArithOp() + * + * \param[in] nad [optional] can be null or equal to na1 (in-place + * \param[in] na1 + * \param[in] na2 + * \param[in] op L_ARITH_ADD, L_ARITH_SUBTRACT, + * L_ARITH_MULTIPLY, L_ARITH_DIVIDE + * \return nad always: operation applied to na1 and na2 + * + * 
+ * Notes:
+ *      (1) The sizes of na1 and na2 must be equal.
+ *      (2) nad can only null or equal to na1.
+ *      (3) To add a constant to a numa, or to multipy a numa by
+ *          a constant, use numaTransform().
+ *
+ */ +NUMA * +numaArithOp(NUMA *nad, + NUMA *na1, + NUMA *na2, + l_int32 op) +{ +l_int32 i, n; +l_float32 val1, val2; + + PROCNAME("numaArithOp"); + + if (!na1 || !na2) + return (NUMA *)ERROR_PTR("na1, na2 not both defined", procName, nad); + n = numaGetCount(na1); + if (n != numaGetCount(na2)) + return (NUMA *)ERROR_PTR("na1, na2 sizes differ", procName, nad); + if (nad && nad != na1) + return (NUMA *)ERROR_PTR("nad defined but not in-place", procName, nad); + if (op != L_ARITH_ADD && op != L_ARITH_SUBTRACT && + op != L_ARITH_MULTIPLY && op != L_ARITH_DIVIDE) + return (NUMA *)ERROR_PTR("invalid op", procName, nad); + if (op == L_ARITH_DIVIDE) { + for (i = 0; i < n; i++) { + numaGetFValue(na2, i, &val2); + if (val2 == 0.0) + return (NUMA *)ERROR_PTR("na2 has 0 element", procName, nad); + } + } + + /* If nad is not identical to na1, make it an identical copy */ + if (!nad) + nad = numaCopy(na1); + + for (i = 0; i < n; i++) { + numaGetFValue(nad, i, &val1); + numaGetFValue(na2, i, &val2); + switch (op) { + case L_ARITH_ADD: + numaSetValue(nad, i, val1 + val2); + break; + case L_ARITH_SUBTRACT: + numaSetValue(nad, i, val1 - val2); + break; + case L_ARITH_MULTIPLY: + numaSetValue(nad, i, val1 * val2); + break; + case L_ARITH_DIVIDE: + numaSetValue(nad, i, val1 / val2); + break; + default: + fprintf(stderr, " Unknown arith op: %d\n", op); + return nad; + } + } + + return nad; +} + + +/*! + * \brief numaLogicalOp() + * + * \param[in] nad [optional] can be null or equal to na1 (in-place + * \param[in] na1 + * \param[in] na2 + * \param[in] op L_UNION, L_INTERSECTION, L_SUBTRACTION, L_EXCLUSIVE_OR + * \return nad always: operation applied to na1 and na2 + * + * 
+ * Notes:
+ *      (1) The sizes of na1 and na2 must be equal.
+ *      (2) nad can only be null or equal to na1.
+ *      (3) This is intended for use with indicator arrays (0s and 1s).
+ *          Input data is extracted as integers (0 == false, anything
+ *          else == true); output results are 0 and 1.
+ *      (4) L_SUBTRACTION is subtraction of val2 from val1.  For bit logical
+ *          arithmetic this is (val1 & ~val2), but because these values
+ *          are integers, we use (val1 && !val2).
+ *
+ */ +NUMA * +numaLogicalOp(NUMA *nad, + NUMA *na1, + NUMA *na2, + l_int32 op) +{ +l_int32 i, n, val1, val2, val; + + PROCNAME("numaLogicalOp"); + + if (!na1 || !na2) + return (NUMA *)ERROR_PTR("na1, na2 not both defined", procName, nad); + n = numaGetCount(na1); + if (n != numaGetCount(na2)) + return (NUMA *)ERROR_PTR("na1, na2 sizes differ", procName, nad); + if (nad && nad != na1) + return (NUMA *)ERROR_PTR("nad defined; not in-place", procName, nad); + if (op != L_UNION && op != L_INTERSECTION && + op != L_SUBTRACTION && op != L_EXCLUSIVE_OR) + return (NUMA *)ERROR_PTR("invalid op", procName, nad); + + /* If nad is not identical to na1, make it an identical copy */ + if (!nad) + nad = numaCopy(na1); + + for (i = 0; i < n; i++) { + numaGetIValue(nad, i, &val1); + numaGetIValue(na2, i, &val2); + val1 = (val1 == 0) ? 0 : 1; + val2 = (val2 == 0) ? 0 : 1; + switch (op) { + case L_UNION: + val = (val1 || val2) ? 1 : 0; + numaSetValue(nad, i, val); + break; + case L_INTERSECTION: + val = (val1 && val2) ? 1 : 0; + numaSetValue(nad, i, val); + break; + case L_SUBTRACTION: + val = (val1 && !val2) ? 1 : 0; + numaSetValue(nad, i, val); + break; + case L_EXCLUSIVE_OR: + val = (val1 != val2) ? 1 : 0; + numaSetValue(nad, i, val); + break; + default: + fprintf(stderr, " Unknown logical op: %d\n", op); + return nad; + } + } + + return nad; +} + + +/*! + * \brief numaInvert() + * + * \param[in] nad [optional] can be null or equal to nas (in-place + * \param[in] nas + * \return nad always: 'inverts' nas + * + * 
+ * Notes:
+ *      (1) This is intended for use with indicator arrays (0s and 1s).
+ *          It gives a boolean-type output, taking the input as
+ *          an integer and inverting it:
+ *              0              -->  1
+ *              anything else  -->   0
+ *
+ */ +NUMA * +numaInvert(NUMA *nad, + NUMA *nas) +{ +l_int32 i, n, val; + + PROCNAME("numaInvert"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, nad); + if (nad && nad != nas) + return (NUMA *)ERROR_PTR("nad defined; not in-place", procName, nad); + + if (!nad) + nad = numaCopy(nas); + n = numaGetCount(nad); + for (i = 0; i < n; i++) { + numaGetIValue(nad, i, &val); + if (!val) + val = 1; + else + val = 0; + numaSetValue(nad, i, val); + } + + return nad; +} + + +/*! + * \brief numaSimilar() + * + * \param[in] na1 + * \param[in] na2 + * \param[in] maxdiff use 0.0 for exact equality + * \param[out] psimilar 1 if similar; 0 if different + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Float values can differ slightly due to roundoff and
+ *          accumulated errors.  Using %maxdiff > 0.0 allows similar
+ *          arrays to be identified.
+ *
+*/ +l_int32 +numaSimilar(NUMA *na1, + NUMA *na2, + l_float32 maxdiff, + l_int32 *psimilar) +{ +l_int32 i, n; +l_float32 val1, val2; + + PROCNAME("numaSimilar"); + + if (!psimilar) + return ERROR_INT("&similar not defined", procName, 1); + *psimilar = 0; + if (!na1 || !na2) + return ERROR_INT("na1 and na2 not both defined", procName, 1); + maxdiff = L_ABS(maxdiff); + + n = numaGetCount(na1); + if (n != numaGetCount(na2)) return 0; + + for (i = 0; i < n; i++) { + numaGetFValue(na1, i, &val1); + numaGetFValue(na2, i, &val2); + if (L_ABS(val1 - val2) > maxdiff) return 0; + } + + *psimilar = 1; + return 0; +} + + +/*! + * \brief numaAddToNumber() + * + * \param[in] na source numa + * \param[in] index element to be changed + * \param[in] val new value to be added + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is useful for accumulating sums, regardless of the index
+ *          order in which the values are made available.
+ *      (2) Before use, the numa has to be filled up to %index.  This would
+ *          typically be used by creating the numa with the full sized
+ *          array, initialized to 0.0, using numaMakeConstant().
+ *
+ */ +l_ok +numaAddToNumber(NUMA *na, + l_int32 index, + l_float32 val) +{ +l_int32 n; + + PROCNAME("numaAddToNumber"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + if (index < 0 || index >= n) + return ERROR_INT("index not in {0...n - 1}", procName, 1); + + na->array[index] += val; + return 0; +} + + +/*----------------------------------------------------------------------* + * Simple extractions * + *----------------------------------------------------------------------*/ +/*! + * \brief numaGetMin() + * + * \param[in] na source numa + * \param[out] pminval [optional] min value + * \param[out] piminloc [optional] index of min location + * \return 0 if OK; 1 on error + */ +l_ok +numaGetMin(NUMA *na, + l_float32 *pminval, + l_int32 *piminloc) +{ +l_int32 i, n, iminloc; +l_float32 val, minval; + + PROCNAME("numaGetMin"); + + if (!pminval && !piminloc) + return ERROR_INT("nothing to do", procName, 1); + if (pminval) *pminval = 0.0; + if (piminloc) *piminloc = 0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + minval = +1000000000.; + iminloc = 0; + n = numaGetCount(na); + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + if (val < minval) { + minval = val; + iminloc = i; + } + } + + if (pminval) *pminval = minval; + if (piminloc) *piminloc = iminloc; + return 0; +} + + +/*! + * \brief numaGetMax() + * + * \param[in] na source numa + * \param[out] pmaxval [optional] max value + * \param[out] pimaxloc [optional] index of max location + * \return 0 if OK; 1 on error + */ +l_ok +numaGetMax(NUMA *na, + l_float32 *pmaxval, + l_int32 *pimaxloc) +{ +l_int32 i, n, imaxloc; +l_float32 val, maxval; + + PROCNAME("numaGetMax"); + + if (!pmaxval && !pimaxloc) + return ERROR_INT("nothing to do", procName, 1); + if (pmaxval) *pmaxval = 0.0; + if (pimaxloc) *pimaxloc = 0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + maxval = -1000000000.; + imaxloc = 0; + n = numaGetCount(na); + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + if (val > maxval) { + maxval = val; + imaxloc = i; + } + } + + if (pmaxval) *pmaxval = maxval; + if (pimaxloc) *pimaxloc = imaxloc; + return 0; +} + + +/*! + * \brief numaGetSum() + * + * \param[in] na source numa + * \param[out] psum sum of values + * \return 0 if OK, 1 on error + */ +l_ok +numaGetSum(NUMA *na, + l_float32 *psum) +{ +l_int32 i, n; +l_float32 val, sum; + + PROCNAME("numaGetSum"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (!psum) + return ERROR_INT("&sum not defined", procName, 1); + + sum = 0.0; + n = numaGetCount(na); + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + sum += val; + } + *psum = sum; + return 0; +} + + +/*! + * \brief numaGetPartialSums() + * + * \param[in] na source numa + * \return nasum, or NULL on error + * + * 
+ * Notes:
+ *      (1) nasum[i] is the sum for all j <= i of na[j].
+ *          So nasum[0] = na[0].
+ *      (2) If you want to generate a rank function, where rank[0] - 0.0,
+ *          insert a 0.0 at the beginning of the nasum array.
+ *
+ */ +NUMA * +numaGetPartialSums(NUMA *na) +{ +l_int32 i, n; +l_float32 val, sum; +NUMA *nasum; + + PROCNAME("numaGetPartialSums"); + + if (!na) + return (NUMA *)ERROR_PTR("na not defined", procName, NULL); + + n = numaGetCount(na); + nasum = numaCreate(n); + sum = 0.0; + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + sum += val; + numaAddNumber(nasum, sum); + } + return nasum; +} + + +/*! + * \brief numaGetSumOnInterval() + * + * \param[in] na source numa + * \param[in] first beginning index + * \param[in] last final index + * \param[out] psum sum of values in the index interval range + * \return 0 if OK, 1 on error + */ +l_ok +numaGetSumOnInterval(NUMA *na, + l_int32 first, + l_int32 last, + l_float32 *psum) +{ +l_int32 i, n, truelast; +l_float32 val, sum; + + PROCNAME("numaGetSumOnInterval"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (!psum) + return ERROR_INT("&sum not defined", procName, 1); + *psum = 0.0; + + sum = 0.0; + n = numaGetCount(na); + if (first >= n) /* not an error */ + return 0; + truelast = L_MIN(last, n - 1); + + for (i = first; i <= truelast; i++) { + numaGetFValue(na, i, &val); + sum += val; + } + *psum = sum; + return 0; +} + + +/*! + * \brief numaHasOnlyIntegers() + * + * \param[in] na source numa + * \param[in] maxsamples maximum number of samples to check + * \param[out] pallints 1 if all sampled values are ints; else 0 + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Set %maxsamples == 0 to check every integer in na.  Otherwise,
+ *          this samples no more than %maxsamples.
+ *
+ */ +l_ok +numaHasOnlyIntegers(NUMA *na, + l_int32 maxsamples, + l_int32 *pallints) +{ +l_int32 i, n, incr; +l_float32 val; + + PROCNAME("numaHasOnlyIntegers"); + + if (!pallints) + return ERROR_INT("&allints not defined", procName, 1); + *pallints = TRUE; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + if ((n = numaGetCount(na)) == 0) + return ERROR_INT("na empty", procName, 1); + if (maxsamples <= 0) + incr = 1; + else + incr = (l_int32)((n + maxsamples - 1) / maxsamples); + for (i = 0; i < n; i += incr) { + numaGetFValue(na, i, &val); + if (val != (l_int32)val) { + *pallints = FALSE; + return 0; + } + } + + return 0; +} + + +/*! + * \brief numaSubsample() + * + * \param[in] nas + * \param[in] subfactor subsample factor, >= 1 + * \return nad evenly sampled values from nas, or NULL on error + */ +NUMA * +numaSubsample(NUMA *nas, + l_int32 subfactor) +{ +l_int32 i, n; +l_float32 val; +NUMA *nad; + + PROCNAME("numaSubsample"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (subfactor < 1) + return (NUMA *)ERROR_PTR("subfactor < 1", procName, NULL); + + nad = numaCreate(0); + n = numaGetCount(nas); + for (i = 0; i < n; i++) { + if (i % subfactor != 0) continue; + numaGetFValue(nas, i, &val); + numaAddNumber(nad, val); + } + + return nad; +} + + +/*! + * \brief numaMakeDelta() + * + * \param[in] nas input numa + * \return numa of difference values val[i+1] - val[i], + * or NULL on error + */ +NUMA * +numaMakeDelta(NUMA *nas) +{ +l_int32 i, n, prev, cur; +NUMA *nad; + + PROCNAME("numaMakeDelta"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + n = numaGetCount(nas); + nad = numaCreate(n - 1); + prev = 0; + for (i = 1; i < n; i++) { + numaGetIValue(nas, i, &cur); + numaAddNumber(nad, cur - prev); + prev = cur; + } + return nad; +} + + +/*! + * \brief numaMakeSequence() + * + * \param[in] startval + * \param[in] increment + * \param[in] size of sequence + * \return numa of sequence of evenly spaced values, or NULL on error + */ +NUMA * +numaMakeSequence(l_float32 startval, + l_float32 increment, + l_int32 size) +{ +l_int32 i; +l_float32 val; +NUMA *na; + + PROCNAME("numaMakeSequence"); + + if ((na = numaCreate(size)) == NULL) + return (NUMA *)ERROR_PTR("na not made", procName, NULL); + + for (i = 0; i < size; i++) { + val = startval + i * increment; + numaAddNumber(na, val); + } + + return na; +} + + +/*! + * \brief numaMakeConstant() + * + * \param[in] val + * \param[in] size of numa + * \return numa of given size with all entries equal to 'val', + * or NULL on error + */ +NUMA * +numaMakeConstant(l_float32 val, + l_int32 size) +{ + return numaMakeSequence(val, 0.0, size); +} + + +/*! + * \brief numaMakeAbsValue() + * + * \param[in] nad can be null for new array, or the same as nas for inplace + * \param[in] nas input numa + * \return nad with all numbers being the absval of the input, + * or NULL on error + */ +NUMA * +numaMakeAbsValue(NUMA *nad, + NUMA *nas) +{ +l_int32 i, n; +l_float32 val; + + PROCNAME("numaMakeAbsValue"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (nad && nad != nas) + return (NUMA *)ERROR_PTR("nad and not in-place", procName, NULL); + + if (!nad) + nad = numaCopy(nas); + n = numaGetCount(nad); + for (i = 0; i < n; i++) { + val = nad->array[i]; + nad->array[i] = L_ABS(val); + } + + return nad; +} + + +/*! + * \brief numaAddBorder() + * + * \param[in] nas + * \param[in] left number of elements to add before the start + * \param[in] right number of elements to add after the end + * \param[in] val initialize border elements + * \return nad with added elements at left and right, or NULL on error + */ +NUMA * +numaAddBorder(NUMA *nas, + l_int32 left, + l_int32 right, + l_float32 val) +{ +l_int32 i, n, len; +l_float32 startx, delx; +l_float32 *fas, *fad; +NUMA *nad; + + PROCNAME("numaAddBorder"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (left < 0) left = 0; + if (right < 0) right = 0; + if (left == 0 && right == 0) + return numaCopy(nas); + + n = numaGetCount(nas); + len = n + left + right; + nad = numaMakeConstant(val, len); + numaGetParameters(nas, &startx, &delx); + numaSetParameters(nad, startx - delx * left, delx); + fas = numaGetFArray(nas, L_NOCOPY); + fad = numaGetFArray(nad, L_NOCOPY); + for (i = 0; i < n; i++) + fad[left + i] = fas[i]; + + return nad; +} + + +/*! + * \brief numaAddSpecifiedBorder() + * + * \param[in] nas + * \param[in] left number of elements to add before the start + * \param[in] right number of elements to add after the end + * \param[in] type L_CONTINUED_BORDER, L_MIRRORED_BORDER + * \return nad with added elements at left and right, or NULL on error + */ +NUMA * +numaAddSpecifiedBorder(NUMA *nas, + l_int32 left, + l_int32 right, + l_int32 type) +{ +l_int32 i, n; +l_float32 *fa; +NUMA *nad; + + PROCNAME("numaAddSpecifiedBorder"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (left < 0) left = 0; + if (right < 0) right = 0; + if (left == 0 && right == 0) + return numaCopy(nas); + if (type != L_CONTINUED_BORDER && type != L_MIRRORED_BORDER) + return (NUMA *)ERROR_PTR("invalid type", procName, NULL); + n = numaGetCount(nas); + if (type == L_MIRRORED_BORDER && (left > n || right > n)) + return (NUMA *)ERROR_PTR("border too large", procName, NULL); + + nad = numaAddBorder(nas, left, right, 0); + n = numaGetCount(nad); + fa = numaGetFArray(nad, L_NOCOPY); + if (type == L_CONTINUED_BORDER) { + for (i = 0; i < left; i++) + fa[i] = fa[left]; + for (i = n - right; i < n; i++) + fa[i] = fa[n - right - 1]; + } else { /* type == L_MIRRORED_BORDER */ + for (i = 0; i < left; i++) + fa[i] = fa[2 * left - 1 - i]; + for (i = 0; i < right; i++) + fa[n - right + i] = fa[n - right - i - 1]; + } + + return nad; +} + + +/*! + * \brief numaRemoveBorder() + * + * \param[in] nas + * \param[in] left number of elements to remove from the start + * \param[in] right number of elements to remove up to the end + * \return nad with removed elements at left and right, or NULL on error + */ +NUMA * +numaRemoveBorder(NUMA *nas, + l_int32 left, + l_int32 right) +{ +l_int32 i, n, len; +l_float32 startx, delx; +l_float32 *fas, *fad; +NUMA *nad; + + PROCNAME("numaRemoveBorder"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (left < 0) left = 0; + if (right < 0) right = 0; + if (left == 0 && right == 0) + return numaCopy(nas); + + n = numaGetCount(nas); + if ((len = n - left - right) < 0) + return (NUMA *)ERROR_PTR("len < 0 after removal", procName, NULL); + nad = numaMakeConstant(0, len); + numaGetParameters(nas, &startx, &delx); + numaSetParameters(nad, startx + delx * left, delx); + fas = numaGetFArray(nas, L_NOCOPY); + fad = numaGetFArray(nad, L_NOCOPY); + for (i = 0; i < len; i++) + fad[i] = fas[left + i]; + + return nad; +} + + +/*! + * \brief numaCountNonzeroRuns() + * + * \param[in] na e.g., of pixel counts in rows or columns + * \param[out] pcount number of nonzero runs + * \return 0 if OK, 1 on error + */ +l_ok +numaCountNonzeroRuns(NUMA *na, + l_int32 *pcount) +{ +l_int32 n, i, val, count, inrun; + + PROCNAME("numaCountNonzeroRuns"); + + if (!pcount) + return ERROR_INT("&count not defined", procName, 1); + *pcount = 0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + count = 0; + inrun = FALSE; + for (i = 0; i < n; i++) { + numaGetIValue(na, i, &val); + if (!inrun && val > 0) { + count++; + inrun = TRUE; + } else if (inrun && val == 0) { + inrun = FALSE; + } + } + *pcount = count; + return 0; +} + + +/*! + * \brief numaGetNonzeroRange() + * + * \param[in] na source numa + * \param[in] eps largest value considered to be zero + * \param[out] pfirst, plast interval of array indices + * where values are nonzero + * \return 0 if OK, 1 on error or if no nonzero range is found. + */ +l_ok +numaGetNonzeroRange(NUMA *na, + l_float32 eps, + l_int32 *pfirst, + l_int32 *plast) +{ +l_int32 n, i, found; +l_float32 val; + + PROCNAME("numaGetNonzeroRange"); + + if (pfirst) *pfirst = 0; + if (plast) *plast = 0; + if (!pfirst || !plast) + return ERROR_INT("pfirst and plast not both defined", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + found = FALSE; + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + if (val > eps) { + found = TRUE; + break; + } + } + if (!found) { + *pfirst = n - 1; + *plast = 0; + return 1; + } + + *pfirst = i; + for (i = n - 1; i >= 0; i--) { + numaGetFValue(na, i, &val); + if (val > eps) + break; + } + *plast = i; + return 0; +} + + +/*! + * \brief numaGetCountRelativeToZero() + * + * \param[in] na source numa + * \param[in] type L_LESS_THAN_ZERO, L_EQUAL_TO_ZERO, L_GREATER_THAN_ZERO + * \param[out] pcount count of values of given type + * \return 0 if OK, 1 on error + */ +l_ok +numaGetCountRelativeToZero(NUMA *na, + l_int32 type, + l_int32 *pcount) +{ +l_int32 n, i, count; +l_float32 val; + + PROCNAME("numaGetCountRelativeToZero"); + + if (!pcount) + return ERROR_INT("&count not defined", procName, 1); + *pcount = 0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + for (i = 0, count = 0; i < n; i++) { + numaGetFValue(na, i, &val); + if (type == L_LESS_THAN_ZERO && val < 0.0) + count++; + else if (type == L_EQUAL_TO_ZERO && val == 0.0) + count++; + else if (type == L_GREATER_THAN_ZERO && val > 0.0) + count++; + } + + *pcount = count; + return 0; +} + + +/*! + * \brief numaClipToInterval() + * + * \param[in] nas + * \param[in] first, last clipping interval + * \return numa with the same values as the input, but clipped + * to the specified interval + * + * 
+ * Notes:
+ *        If you want the indices of the array values to be unchanged,
+ *        use first = 0.
+ *  Usage:
+ *        This is useful to clip a histogram that has a few nonzero
+ *        values to its nonzero range.
+ *
+ */ +NUMA * +numaClipToInterval(NUMA *nas, + l_int32 first, + l_int32 last) +{ +l_int32 n, i, truelast; +l_float32 val, startx, delx; +NUMA *nad; + + PROCNAME("numaClipToInterval"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (first > last) + return (NUMA *)ERROR_PTR("range not valid", procName, NULL); + + n = numaGetCount(nas); + if (first >= n) + return (NUMA *)ERROR_PTR("no elements in range", procName, NULL); + truelast = L_MIN(last, n - 1); + if ((nad = numaCreate(truelast - first + 1)) == NULL) + return (NUMA *)ERROR_PTR("nad not made", procName, NULL); + for (i = first; i <= truelast; i++) { + numaGetFValue(nas, i, &val); + numaAddNumber(nad, val); + } + numaGetParameters(nas, &startx, &delx); + numaSetParameters(nad, startx + first * delx, delx); + return nad; +} + + +/*! + * \brief numaMakeThresholdIndicator() + * + * \param[in] nas input numa + * \param[in] thresh threshold value + * \param[in] type L_SELECT_IF_LT, L_SELECT_IF_GT, + * L_SELECT_IF_LTE, L_SELECT_IF_GTE + * \return nad : indicator array: values are 0 and 1 + * + * 
+ * Notes:
+ *      (1) For each element in nas, if the constraint given by 'type'
+ *          correctly specifies its relation to thresh, a value of 1
+ *          is recorded in nad.
+ *
+ */ +NUMA * +numaMakeThresholdIndicator(NUMA *nas, + l_float32 thresh, + l_int32 type) +{ +l_int32 n, i, ival; +l_float32 fval; +NUMA *nai; + + PROCNAME("numaMakeThresholdIndicator"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + n = numaGetCount(nas); + nai = numaCreate(n); + for (i = 0; i < n; i++) { + numaGetFValue(nas, i, &fval); + ival = 0; + switch (type) + { + case L_SELECT_IF_LT: + if (fval < thresh) ival = 1; + break; + case L_SELECT_IF_GT: + if (fval > thresh) ival = 1; + break; + case L_SELECT_IF_LTE: + if (fval <= thresh) ival = 1; + break; + case L_SELECT_IF_GTE: + if (fval >= thresh) ival = 1; + break; + default: + numaDestroy(&nai); + return (NUMA *)ERROR_PTR("invalid type", procName, NULL); + } + numaAddNumber(nai, ival); + } + + return nai; +} + + +/*! + * \brief numaUniformSampling() + * + * \param[in] nas input numa + * \param[in] nsamp number of samples + * \return nad : resampled array, or NULL on error + * + * 
+ * Notes:
+ *      (1) This resamples the values in the array, using %nsamp
+ *          equal divisions.
+ *
+ */ +NUMA * +numaUniformSampling(NUMA *nas, + l_int32 nsamp) +{ +l_int32 n, i, j, ileft, iright; +l_float32 left, right, binsize, lfract, rfract, sum, startx, delx; +l_float32 *array; +NUMA *nad; + + PROCNAME("numaUniformSampling"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (nsamp <= 0) + return (NUMA *)ERROR_PTR("nsamp must be > 0", procName, NULL); + + n = numaGetCount(nas); + nad = numaCreate(nsamp); + array = numaGetFArray(nas, L_NOCOPY); + binsize = (l_float32)n / (l_float32)nsamp; + numaGetParameters(nas, &startx, &delx); + numaSetParameters(nad, startx, binsize * delx); + left = 0.0; + for (i = 0; i < nsamp; i++) { + sum = 0.0; + right = left + binsize; + ileft = (l_int32)left; + lfract = 1.0 - left + ileft; + if (lfract >= 1.0) /* on left bin boundary */ + lfract = 0.0; + iright = (l_int32)right; + rfract = right - iright; + iright = L_MIN(iright, n - 1); + if (ileft == iright) { /* both are within the same original sample */ + sum += (lfract + rfract - 1.0) * array[ileft]; + } else { + if (lfract > 0.0001) /* left fraction */ + sum += lfract * array[ileft]; + if (rfract > 0.0001) /* right fraction */ + sum += rfract * array[iright]; + for (j = ileft + 1; j < iright; j++) /* entire pixels */ + sum += array[j]; + } + + numaAddNumber(nad, sum); + left = right; + } + return nad; +} + + +/*! + * \brief numaReverse() + * + * \param[in] nad [optional] can be null or equal to nas + * \param[in] nas input numa + * \return nad : reversed, or NULL on error + * + * 
+ * Notes:
+ *      (1) Usage:
+ *            numaReverse(nas, nas);   // in-place
+ *            nad = numaReverse(NULL, nas);  // makes a new one
+ *
+ */ +NUMA * +numaReverse(NUMA *nad, + NUMA *nas) +{ +l_int32 n, i; +l_float32 val1, val2; + + PROCNAME("numaReverse"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (nad && nas != nad) + return (NUMA *)ERROR_PTR("nad defined but != nas", procName, NULL); + + n = numaGetCount(nas); + if (nad) { /* in-place */ + for (i = 0; i < n / 2; i++) { + numaGetFValue(nad, i, &val1); + numaGetFValue(nad, n - i - 1, &val2); + numaSetValue(nad, i, val2); + numaSetValue(nad, n - i - 1, val1); + } + } else { + nad = numaCreate(n); + for (i = n - 1; i >= 0; i--) { + numaGetFValue(nas, i, &val1); + numaAddNumber(nad, val1); + } + } + + /* Reverse the startx and delx fields */ + nad->startx = nas->startx + (n - 1) * nas->delx; + nad->delx = -nas->delx; + return nad; +} + + +/*----------------------------------------------------------------------* + * Signal feature extraction * + *----------------------------------------------------------------------*/ +/*! + * \brief numaLowPassIntervals() + * + * \param[in] nas input numa + * \param[in] thresh threshold fraction of max; in [0.0 ... 1.0] + * \param[in] maxn for normalizing; set maxn = 0.0 to use the max in nas + * \return nad : interval abscissa pairs, or NULL on error + * + * 
+ * Notes:
+ *      (1) For each interval where the value is less than a specified
+ *          fraction of the maximum, this records the left and right "x"
+ *          value.
+ *
+ */ +NUMA * +numaLowPassIntervals(NUMA *nas, + l_float32 thresh, + l_float32 maxn) +{ +l_int32 n, i, inrun; +l_float32 maxval, threshval, fval, startx, delx, x0, x1; +NUMA *nad; + + PROCNAME("numaLowPassIntervals"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (thresh < 0.0 || thresh > 1.0) + return (NUMA *)ERROR_PTR("invalid thresh", procName, NULL); + + /* The input threshold is a fraction of the max. + * The first entry in nad is the value of the max. */ + n = numaGetCount(nas); + if (maxn == 0.0) + numaGetMax(nas, &maxval, NULL); + else + maxval = maxn; + numaGetParameters(nas, &startx, &delx); + threshval = thresh * maxval; + nad = numaCreate(0); + numaAddNumber(nad, maxval); + + /* Write pairs of pts (x0, x1) for the intervals */ + inrun = FALSE; + for (i = 0; i < n; i++) { + numaGetFValue(nas, i, &fval); + if (fval < threshval && inrun == FALSE) { /* start a new run */ + inrun = TRUE; + x0 = startx + i * delx; + } else if (fval > threshval && inrun == TRUE) { /* end the run */ + inrun = FALSE; + x1 = startx + i * delx; + numaAddNumber(nad, x0); + numaAddNumber(nad, x1); + } + } + if (inrun == TRUE) { /* must end the last run */ + x1 = startx + (n - 1) * delx; + numaAddNumber(nad, x0); + numaAddNumber(nad, x1); + } + + return nad; +} + + +/*! + * \brief numaThresholdEdges() + * + * \param[in] nas input numa + * \param[in] thresh1 low threshold as fraction of max; in [0.0 ... 1.0] + * \param[in] thresh2 high threshold as fraction of max; in [0.0 ... 1.0] + * \param[in] maxn for normalizing; set maxn = 0.0 to use the max in nas + * \return nad edge interval triplets, or NULL on error + * + * 
+ * Notes:
+ *      (1) For each edge interval, where where the value is less
+ *          than %thresh1 on one side, greater than %thresh2 on
+ *          the other, and between these thresholds throughout the
+ *          interval, this records a triplet of values: the
+ *          'left' and 'right' edges, and either +1 or -1, depending
+ *          on whether the edge is rising or falling.
+ *      (2) No assumption is made about the value outside the array,
+ *          so if the value at the array edge is between the threshold
+ *          values, it is not considered part of an edge.  We start
+ *          looking for edge intervals only after leaving the thresholded
+ *          band.
+ *
+ */ +NUMA * +numaThresholdEdges(NUMA *nas, + l_float32 thresh1, + l_float32 thresh2, + l_float32 maxn) +{ +l_int32 n, i, istart, inband, output, sign; +l_int32 startbelow, below, above, belowlast, abovelast; +l_float32 maxval, threshval1, threshval2, fval, startx, delx, x0, x1; +NUMA *nad; + + PROCNAME("numaThresholdEdges"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (thresh1 < 0.0 || thresh1 > 1.0 || thresh2 < 0.0 || thresh2 > 1.0) + return (NUMA *)ERROR_PTR("invalid thresholds", procName, NULL); + if (thresh2 < thresh1) + return (NUMA *)ERROR_PTR("thresh2 < thresh1", procName, NULL); + + /* The input thresholds are fractions of the max. + * The first entry in nad is the value of the max used + * here for normalization. */ + n = numaGetCount(nas); + if (maxn == 0.0) + numaGetMax(nas, &maxval, NULL); + else + maxval = maxn; + numaGetMax(nas, &maxval, NULL); + numaGetParameters(nas, &startx, &delx); + threshval1 = thresh1 * maxval; + threshval2 = thresh2 * maxval; + nad = numaCreate(0); + numaAddNumber(nad, maxval); + + /* Write triplets of pts (x0, x1, sign) for the edges. + * First make sure we start search from outside the band. + * Only one of {belowlast, abovelast} is true. */ + for (i = 0; i < n; i++) { + istart = i; + numaGetFValue(nas, i, &fval); + belowlast = (fval < threshval1) ? TRUE : FALSE; + abovelast = (fval > threshval2) ? TRUE : FALSE; + if (belowlast == TRUE || abovelast == TRUE) + break; + } + if (istart == n) /* no intervals found */ + return nad; + + /* x0 and x1 can only be set from outside the edge. + * They are the values just before entering the band, + * and just after entering the band. We can jump through + * the band, in which case they differ by one index in nas. */ + inband = FALSE; + startbelow = belowlast; /* one of these is true */ + output = FALSE; + x0 = startx + istart * delx; + for (i = istart + 1; i < n; i++) { + numaGetFValue(nas, i, &fval); + below = (fval < threshval1) ? TRUE : FALSE; + above = (fval > threshval2) ? TRUE : FALSE; + if (!inband && belowlast && above) { /* full jump up */ + x1 = startx + i * delx; + sign = 1; + startbelow = FALSE; /* for the next transition */ + output = TRUE; + } else if (!inband && abovelast && below) { /* full jump down */ + x1 = startx + i * delx; + sign = -1; + startbelow = TRUE; /* for the next transition */ + output = TRUE; + } else if (inband && startbelow && above) { /* exit rising; success */ + x1 = startx + i * delx; + sign = 1; + inband = FALSE; + startbelow = FALSE; /* for the next transition */ + output = TRUE; + } else if (inband && !startbelow && below) { + /* exit falling; success */ + x1 = startx + i * delx; + sign = -1; + inband = FALSE; + startbelow = TRUE; /* for the next transition */ + output = TRUE; + } else if (inband && !startbelow && above) { /* exit rising; failure */ + x0 = startx + i * delx; + inband = FALSE; + } else if (inband && startbelow && below) { /* exit falling; failure */ + x0 = startx + i * delx; + inband = FALSE; + } else if (!inband && !above && !below) { /* enter */ + inband = TRUE; + startbelow = belowlast; + } else if (!inband && (above || below)) { /* outside and remaining */ + x0 = startx + i * delx; /* update position */ + } + belowlast = below; + abovelast = above; + if (output) { /* we have exited; save new x0 */ + numaAddNumber(nad, x0); + numaAddNumber(nad, x1); + numaAddNumber(nad, sign); + output = FALSE; + x0 = startx + i * delx; + } + } + + return nad; +} + + +/*! + * \brief numaGetSpanValues() + * + * \param[in] na numa that is output of numaLowPassIntervals() + * \param[in] span span number, zero-based + * \param[out] pstart [optional] location of start of transition + * \param[out] pend [optional] location of end of transition + * \return 0 if OK, 1 on error + */ +l_int32 +numaGetSpanValues(NUMA *na, + l_int32 span, + l_int32 *pstart, + l_int32 *pend) +{ +l_int32 n, nspans; + + PROCNAME("numaGetSpanValues"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + if (n % 2 != 1) + return ERROR_INT("n is not odd", procName, 1); + nspans = n / 2; + if (nspans < 0 || span >= nspans) + return ERROR_INT("invalid span", procName, 1); + + if (pstart) numaGetIValue(na, 2 * span + 1, pstart); + if (pend) numaGetIValue(na, 2 * span + 2, pend); + return 0; +} + + +/*! + * \brief numaGetEdgeValues() + * + * \param[in] na numa that is output of numaThresholdEdges() + * \param[in] edge edge number, zero-based + * \param[out] pstart [optional] location of start of transition + * \param[out] pend [optional] location of end of transition + * \param[out] psign [optional] transition sign: +1 is rising, + * -1 is falling + * \return 0 if OK, 1 on error + */ +l_int32 +numaGetEdgeValues(NUMA *na, + l_int32 edge, + l_int32 *pstart, + l_int32 *pend, + l_int32 *psign) +{ +l_int32 n, nedges; + + PROCNAME("numaGetEdgeValues"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + n = numaGetCount(na); + if (n % 3 != 1) + return ERROR_INT("n % 3 is not 1", procName, 1); + nedges = (n - 1) / 3; + if (edge < 0 || edge >= nedges) + return ERROR_INT("invalid edge", procName, 1); + + if (pstart) numaGetIValue(na, 3 * edge + 1, pstart); + if (pend) numaGetIValue(na, 3 * edge + 2, pend); + if (psign) numaGetIValue(na, 3 * edge + 3, psign); + return 0; +} + + +/*----------------------------------------------------------------------* + * Interpolation * + *----------------------------------------------------------------------*/ +/*! + * \brief numaInterpolateEqxVal() + * + * \param[in] startx xval corresponding to first element in array + * \param[in] deltax x increment between array elements + * \param[in] nay numa of ordinate values, assumed equally spaced + * \param[in] type L_LINEAR_INTERP, L_QUADRATIC_INTERP + * \param[in] xval + * \param[out] pyval interpolated value + * \return 0 if OK, 1 on error e.g., if xval is outside range + * + * 
+ * Notes:
+ *      (1) Considering nay as a function of x, the x values
+ *          are equally spaced
+ *      (2) Caller should check for valid return.
+ *
+ *  For linear Lagrangian interpolation (through 2 data pts):
+ *         y(x) = y1(x-x2)/(x1-x2) + y2(x-x1)/(x2-x1)
+ *
+ *  For quadratic Lagrangian interpolation (through 3 data pts):
+ *         y(x) = y1(x-x2)(x-x3)/((x1-x2)(x1-x3)) +
+ *                y2(x-x1)(x-x3)/((x2-x1)(x2-x3)) +
+ *                y3(x-x1)(x-x2)/((x3-x1)(x3-x2))
+ *
+ *
+ */ +l_ok +numaInterpolateEqxVal(l_float32 startx, + l_float32 deltax, + NUMA *nay, + l_int32 type, + l_float32 xval, + l_float32 *pyval) +{ +l_int32 i, n, i1, i2, i3; +l_float32 x1, x2, x3, fy1, fy2, fy3, d1, d2, d3, del, fi, maxx; +l_float32 *fa; + + PROCNAME("numaInterpolateEqxVal"); + + if (!pyval) + return ERROR_INT("&yval not defined", procName, 1); + *pyval = 0.0; + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (deltax <= 0.0) + return ERROR_INT("deltax not > 0", procName, 1); + if (type != L_LINEAR_INTERP && type != L_QUADRATIC_INTERP) + return ERROR_INT("invalid interp type", procName, 1); + n = numaGetCount(nay); + if (n < 2) + return ERROR_INT("not enough points", procName, 1); + if (type == L_QUADRATIC_INTERP && n == 2) { + type = L_LINEAR_INTERP; + L_WARNING("only 2 points; using linear interp\n", procName); + } + maxx = startx + deltax * (n - 1); + if (xval < startx || xval > maxx) + return ERROR_INT("xval is out of bounds", procName, 1); + + fa = numaGetFArray(nay, L_NOCOPY); + fi = (xval - startx) / deltax; + i = (l_int32)fi; + del = fi - i; + if (del == 0.0) { /* no interpolation required */ + *pyval = fa[i]; + return 0; + } + + if (type == L_LINEAR_INTERP) { + *pyval = fa[i] + del * (fa[i + 1] - fa[i]); + return 0; + } + + /* Quadratic interpolation */ + d1 = d3 = 0.5 / (deltax * deltax); + d2 = -2. * d1; + if (i == 0) { + i1 = i; + i2 = i + 1; + i3 = i + 2; + } else { + i1 = i - 1; + i2 = i; + i3 = i + 1; + } + x1 = startx + i1 * deltax; + x2 = startx + i2 * deltax; + x3 = startx + i3 * deltax; + fy1 = d1 * fa[i1]; + fy2 = d2 * fa[i2]; + fy3 = d3 * fa[i3]; + *pyval = fy1 * (xval - x2) * (xval - x3) + + fy2 * (xval - x1) * (xval - x3) + + fy3 * (xval - x1) * (xval - x2); + return 0; +} + + +/*! + * \brief numaInterpolateArbxVal() + * + * \param[in] nax numa of abscissa values + * \param[in] nay numa of ordinate values, corresponding to nax + * \param[in] type L_LINEAR_INTERP, L_QUADRATIC_INTERP + * \param[in] xval + * \param[out] pyval interpolated value + * \return 0 if OK, 1 on error e.g., if xval is outside range + * + * 
+ * Notes:
+ *      (1) The values in nax must be sorted in increasing order.
+ *          If, additionally, they are equally spaced, you can use
+ *          numaInterpolateEqxVal().
+ *      (2) Caller should check for valid return.
+ *      (3) Uses lagrangian interpolation.  See numaInterpolateEqxVal()
+ *          for formulas.
+ *
+ */ +l_ok +numaInterpolateArbxVal(NUMA *nax, + NUMA *nay, + l_int32 type, + l_float32 xval, + l_float32 *pyval) +{ +l_int32 i, im, nx, ny, i1, i2, i3; +l_float32 delu, dell, fract, d1, d2, d3; +l_float32 minx, maxx; +l_float32 *fax, *fay; + + PROCNAME("numaInterpolateArbxVal"); + + if (!pyval) + return ERROR_INT("&yval not defined", procName, 1); + *pyval = 0.0; + if (!nax) + return ERROR_INT("nax not defined", procName, 1); + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (type != L_LINEAR_INTERP && type != L_QUADRATIC_INTERP) + return ERROR_INT("invalid interp type", procName, 1); + ny = numaGetCount(nay); + nx = numaGetCount(nax); + if (nx != ny) + return ERROR_INT("nax and nay not same size arrays", procName, 1); + if (ny < 2) + return ERROR_INT("not enough points", procName, 1); + if (type == L_QUADRATIC_INTERP && ny == 2) { + type = L_LINEAR_INTERP; + L_WARNING("only 2 points; using linear interp\n", procName); + } + numaGetFValue(nax, 0, &minx); + numaGetFValue(nax, nx - 1, &maxx); + if (xval < minx || xval > maxx) + return ERROR_INT("xval is out of bounds", procName, 1); + + fax = numaGetFArray(nax, L_NOCOPY); + fay = numaGetFArray(nay, L_NOCOPY); + + /* Linear search for interval. We are guaranteed + * to either return or break out of the loop. + * In addition, we are assured that fax[i] - fax[im] > 0.0 */ + if (xval == fax[0]) { + *pyval = fay[0]; + return 0; + } + im = 0; + dell = 0.0; + for (i = 1; i < nx; i++) { + delu = fax[i] - xval; + if (delu >= 0.0) { /* we've passed it */ + if (delu == 0.0) { + *pyval = fay[i]; + return 0; + } + im = i - 1; + dell = xval - fax[im]; /* >= 0 */ + break; + } + } + fract = dell / (fax[i] - fax[im]); + + if (type == L_LINEAR_INTERP) { + *pyval = fay[i] + fract * (fay[i + 1] - fay[i]); + return 0; + } + + /* Quadratic interpolation */ + if (im == 0) { + i1 = im; + i2 = im + 1; + i3 = im + 2; + } else { + i1 = im - 1; + i2 = im; + i3 = im + 1; + } + d1 = (fax[i1] - fax[i2]) * (fax[i1] - fax[i3]); + d2 = (fax[i2] - fax[i1]) * (fax[i2] - fax[i3]); + d3 = (fax[i3] - fax[i1]) * (fax[i3] - fax[i2]); + *pyval = fay[i1] * (xval - fax[i2]) * (xval - fax[i3]) / d1 + + fay[i2] * (xval - fax[i1]) * (xval - fax[i3]) / d2 + + fay[i3] * (xval - fax[i1]) * (xval - fax[i2]) / d3; + return 0; +} + + +/*! + * \brief numaInterpolateEqxInterval() + * + * \param[in] startx xval corresponding to first element in nas + * \param[in] deltax x increment between array elements in nas + * \param[in] nasy numa of ordinate values, assumed equally spaced + * \param[in] type L_LINEAR_INTERP, L_QUADRATIC_INTERP + * \param[in] x0 start value of interval + * \param[in] x1 end value of interval + * \param[in] npts number of points to evaluate function in interval + * \param[out] pnax [optional] array of x values in interval + * \param[out] pnay array of y values in interval + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Considering nasy as a function of x, the x values
+ *          are equally spaced.
+ *      (2) This creates nay (and optionally nax) of interpolated
+ *          values over the specified interval (x0, x1).
+ *      (3) If the interval (x0, x1) lies partially outside the array
+ *          nasy (as interpreted by startx and deltax), it is an
+ *          error and returns 1.
+ *      (4) Note that deltax is the intrinsic x-increment for the input
+ *          array nasy, whereas delx is the intrinsic x-increment for the
+ *          output interpolated array nay.
+ *
+ */ +l_ok +numaInterpolateEqxInterval(l_float32 startx, + l_float32 deltax, + NUMA *nasy, + l_int32 type, + l_float32 x0, + l_float32 x1, + l_int32 npts, + NUMA **pnax, + NUMA **pnay) +{ +l_int32 i, n; +l_float32 x, yval, maxx, delx; +NUMA *nax, *nay; + + PROCNAME("numaInterpolateEqxInterval"); + + if (pnax) *pnax = NULL; + if (!pnay) + return ERROR_INT("&nay not defined", procName, 1); + *pnay = NULL; + if (!nasy) + return ERROR_INT("nasy not defined", procName, 1); + if (deltax <= 0.0) + return ERROR_INT("deltax not > 0", procName, 1); + if (type != L_LINEAR_INTERP && type != L_QUADRATIC_INTERP) + return ERROR_INT("invalid interp type", procName, 1); + n = numaGetCount(nasy); + if (type == L_QUADRATIC_INTERP && n == 2) { + type = L_LINEAR_INTERP; + L_WARNING("only 2 points; using linear interp\n", procName); + } + maxx = startx + deltax * (n - 1); + if (x0 < startx || x1 > maxx || x1 <= x0) + return ERROR_INT("[x0 ... x1] is not valid", procName, 1); + if (npts < 3) + return ERROR_INT("npts < 3", procName, 1); + delx = (x1 - x0) / (l_float32)(npts - 1); /* delx is for output nay */ + + if ((nay = numaCreate(npts)) == NULL) + return ERROR_INT("nay not made", procName, 1); + numaSetParameters(nay, x0, delx); + *pnay = nay; + if (pnax) { + nax = numaCreate(npts); + *pnax = nax; + } + + for (i = 0; i < npts; i++) { + x = x0 + i * delx; + if (pnax) + numaAddNumber(nax, x); + numaInterpolateEqxVal(startx, deltax, nasy, type, x, &yval); + numaAddNumber(nay, yval); + } + + return 0; +} + + +/*! + * \brief numaInterpolateArbxInterval() + * + * \param[in] nax numa of abscissa values + * \param[in] nay numa of ordinate values, corresponding to nax + * \param[in] type L_LINEAR_INTERP, L_QUADRATIC_INTERP + * \param[in] x0 start value of interval + * \param[in] x1 end value of interval + * \param[in] npts number of points to evaluate function in interval + * \param[out] pnadx [optional] array of x values in interval + * \param[out] pnady array of y values in interval + * \return 0 if OK, 1 on error e.g., if x0 or x1 is outside range + * + * 
+ * Notes:
+ *      (1) The values in nax must be sorted in increasing order.
+ *          If they are not sorted, we do it here, and complain.
+ *      (2) If the values in nax are equally spaced, you can use
+ *          numaInterpolateEqxInterval().
+ *      (3) Caller should check for valid return.
+ *      (4) We don't call numaInterpolateArbxVal() for each output
+ *          point, because that requires an O(n) search for
+ *          each point.  Instead, we do a single O(n) pass through
+ *          nax, saving the indices to be used for each output yval.
+ *      (5) Uses lagrangian interpolation.  See numaInterpolateEqxVal()
+ *          for formulas.
+ *
+ */ +l_ok +numaInterpolateArbxInterval(NUMA *nax, + NUMA *nay, + l_int32 type, + l_float32 x0, + l_float32 x1, + l_int32 npts, + NUMA **pnadx, + NUMA **pnady) +{ +l_int32 i, im, j, nx, ny, i1, i2, i3, sorted; +l_int32 *index; +l_float32 del, xval, yval, excess, fract, minx, maxx, d1, d2, d3; +l_float32 *fax, *fay; +NUMA *nasx, *nasy, *nadx, *nady; + + PROCNAME("numaInterpolateArbxInterval"); + + if (pnadx) *pnadx = NULL; + if (!pnady) + return ERROR_INT("&nady not defined", procName, 1); + *pnady = NULL; + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (!nax) + return ERROR_INT("nax not defined", procName, 1); + if (type != L_LINEAR_INTERP && type != L_QUADRATIC_INTERP) + return ERROR_INT("invalid interp type", procName, 1); + if (x0 > x1) + return ERROR_INT("x0 > x1", procName, 1); + ny = numaGetCount(nay); + nx = numaGetCount(nax); + if (nx != ny) + return ERROR_INT("nax and nay not same size arrays", procName, 1); + if (ny < 2) + return ERROR_INT("not enough points", procName, 1); + if (type == L_QUADRATIC_INTERP && ny == 2) { + type = L_LINEAR_INTERP; + L_WARNING("only 2 points; using linear interp\n", procName); + } + numaGetMin(nax, &minx, NULL); + numaGetMax(nax, &maxx, NULL); + if (x0 < minx || x1 > maxx) + return ERROR_INT("xval is out of bounds", procName, 1); + + /* Make sure that nax is sorted in increasing order */ + numaIsSorted(nax, L_SORT_INCREASING, &sorted); + if (!sorted) { + L_WARNING("we are sorting nax in increasing order\n", procName); + numaSortPair(nax, nay, L_SORT_INCREASING, &nasx, &nasy); + } else { + nasx = numaClone(nax); + nasy = numaClone(nay); + } + + fax = numaGetFArray(nasx, L_NOCOPY); + fay = numaGetFArray(nasy, L_NOCOPY); + + /* Get array of indices into fax for interpolated locations */ + if ((index = (l_int32 *)LEPT_CALLOC(npts, sizeof(l_int32))) == NULL) { + numaDestroy(&nasx); + numaDestroy(&nasy); + return ERROR_INT("ind not made", procName, 1); + } + del = (x1 - x0) / (npts - 1.0); + for (i = 0, j = 0; j < nx && i < npts; i++) { + xval = x0 + i * del; + while (j < nx - 1 && xval > fax[j]) + j++; + if (xval == fax[j]) + index[i] = L_MIN(j, nx - 1); + else /* the index of fax[] is just below xval */ + index[i] = L_MAX(j - 1, 0); + } + + /* For each point to be interpolated, get the y value */ + nady = numaCreate(npts); + *pnady = nady; + if (pnadx) { + nadx = numaCreate(npts); + *pnadx = nadx; + } + for (i = 0; i < npts; i++) { + xval = x0 + i * del; + if (pnadx) + numaAddNumber(nadx, xval); + im = index[i]; + excess = xval - fax[im]; + if (excess == 0.0) { + numaAddNumber(nady, fay[im]); + continue; + } + fract = excess / (fax[im + 1] - fax[im]); + + if (type == L_LINEAR_INTERP) { + yval = fay[im] + fract * (fay[im + 1] - fay[im]); + numaAddNumber(nady, yval); + continue; + } + + /* Quadratic interpolation */ + if (im == 0) { + i1 = im; + i2 = im + 1; + i3 = im + 2; + } else { + i1 = im - 1; + i2 = im; + i3 = im + 1; + } + d1 = (fax[i1] - fax[i2]) * (fax[i1] - fax[i3]); + d2 = (fax[i2] - fax[i1]) * (fax[i2] - fax[i3]); + d3 = (fax[i3] - fax[i1]) * (fax[i3] - fax[i2]); + yval = fay[i1] * (xval - fax[i2]) * (xval - fax[i3]) / d1 + + fay[i2] * (xval - fax[i1]) * (xval - fax[i3]) / d2 + + fay[i3] * (xval - fax[i1]) * (xval - fax[i2]) / d3; + numaAddNumber(nady, yval); + } + + LEPT_FREE(index); + numaDestroy(&nasx); + numaDestroy(&nasy); + return 0; +} + + +/*----------------------------------------------------------------------* + * Functions requiring interpolation * + *----------------------------------------------------------------------*/ +/*! + * \brief numaFitMax() + * + * \param[in] na numa of ordinate values, to fit a max to + * \param[out] pmaxval max value + * \param[in] naloc [optional] associated numa of abscissa values + * \param[out] pmaxloc abscissa value that gives max value in na; + * if naloc == null, this is given as an interpolated + * index value + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *        If %naloc is given, there is no requirement that the
+ *        data points are evenly spaced.  Lagrangian interpolation
+ *        handles that.  The only requirement is that the
+ *        data points are ordered so that the values in naloc
+ *        are either increasing or decreasing.  We test to make
+ *        sure that the sizes of na and naloc are equal, and it
+ *        is assumed that the correspondences %na[i] as a function
+ *        of %naloc[i] are properly arranged for all i.
+ *
+ *  The formula for Lagrangian interpolation through 3 data pts is:
+ *       y(x) = y1(x-x2)(x-x3)/((x1-x2)(x1-x3)) +
+ *              y2(x-x1)(x-x3)/((x2-x1)(x2-x3)) +
+ *              y3(x-x1)(x-x2)/((x3-x1)(x3-x2))
+ *
+ *  Then the derivative, using the constants (c1,c2,c3) defined below,
+ *  is set to 0:
+ *       y'(x) = 2x(c1+c2+c3) - c1(x2+x3) - c2(x1+x3) - c3(x1+x2) = 0
+ *
+ */ +l_ok +numaFitMax(NUMA *na, + l_float32 *pmaxval, + NUMA *naloc, + l_float32 *pmaxloc) +{ +l_float32 val; +l_float32 smaxval; /* start value of maximum sample, before interpolating */ +l_int32 n, imaxloc; +l_float32 x1, x2, x3, y1, y2, y3, c1, c2, c3, a, b, xmax, ymax; + + PROCNAME("numaFitMax"); + + if (pmaxval) *pmaxval = 0.0; + if (pmaxloc) *pmaxloc = 0.0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (!pmaxval) + return ERROR_INT("&maxval not defined", procName, 1); + if (!pmaxloc) + return ERROR_INT("&maxloc not defined", procName, 1); + + n = numaGetCount(na); + if (naloc) { + if (n != numaGetCount(naloc)) + return ERROR_INT("na and naloc of unequal size", procName, 1); + } + numaGetMax(na, &smaxval, &imaxloc); + + /* Simple case: max is at end point */ + if (imaxloc == 0 || imaxloc == n - 1) { + *pmaxval = smaxval; + if (naloc) { + numaGetFValue(naloc, imaxloc, &val); + *pmaxloc = val; + } else { + *pmaxloc = imaxloc; + } + return 0; + } + + /* Interior point; use quadratic interpolation */ + y2 = smaxval; + numaGetFValue(na, imaxloc - 1, &val); + y1 = val; + numaGetFValue(na, imaxloc + 1, &val); + y3 = val; + if (naloc) { + numaGetFValue(naloc, imaxloc - 1, &val); + x1 = val; + numaGetFValue(naloc, imaxloc, &val); + x2 = val; + numaGetFValue(naloc, imaxloc + 1, &val); + x3 = val; + } else { + x1 = imaxloc - 1; + x2 = imaxloc; + x3 = imaxloc + 1; + } + + /* Can't interpolate; just use the max val in na + * and the corresponding one in naloc */ + if (x1 == x2 || x1 == x3 || x2 == x3) { + *pmaxval = y2; + *pmaxloc = x2; + return 0; + } + + /* Use lagrangian interpolation; set dy/dx = 0 */ + c1 = y1 / ((x1 - x2) * (x1 - x3)); + c2 = y2 / ((x2 - x1) * (x2 - x3)); + c3 = y3 / ((x3 - x1) * (x3 - x2)); + a = c1 + c2 + c3; + b = c1 * (x2 + x3) + c2 * (x1 + x3) + c3 * (x1 + x2); + xmax = b / (2 * a); + ymax = c1 * (xmax - x2) * (xmax - x3) + + c2 * (xmax - x1) * (xmax - x3) + + c3 * (xmax - x1) * (xmax - x2); + *pmaxval = ymax; + *pmaxloc = xmax; + + return 0; +} + + +/*! + * \brief numaDifferentiateInterval() + * + * \param[in] nax numa of abscissa values + * \param[in] nay numa of ordinate values, corresponding to nax + * \param[in] x0 start value of interval + * \param[in] x1 end value of interval + * \param[in] npts number of points to evaluate function in interval + * \param[out] pnadx [optional] array of x values in interval + * \param[out] pnady array of derivatives in interval + * \return 0 if OK, 1 on error e.g., if x0 or x1 is outside range + * + * 
+ * Notes:
+ *      (1) The values in nax must be sorted in increasing order.
+ *          If they are not sorted, it is done in the interpolation
+ *          step, and a warning is issued.
+ *      (2) Caller should check for valid return.
+ *
+ */ +l_ok +numaDifferentiateInterval(NUMA *nax, + NUMA *nay, + l_float32 x0, + l_float32 x1, + l_int32 npts, + NUMA **pnadx, + NUMA **pnady) +{ +l_int32 i, nx, ny; +l_float32 minx, maxx, der, invdel; +l_float32 *fay; +NUMA *nady, *naiy; + + PROCNAME("numaDifferentiateInterval"); + + if (pnadx) *pnadx = NULL; + if (!pnady) + return ERROR_INT("&nady not defined", procName, 1); + *pnady = NULL; + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (!nax) + return ERROR_INT("nax not defined", procName, 1); + if (x0 > x1) + return ERROR_INT("x0 > x1", procName, 1); + ny = numaGetCount(nay); + nx = numaGetCount(nax); + if (nx != ny) + return ERROR_INT("nax and nay not same size arrays", procName, 1); + if (ny < 2) + return ERROR_INT("not enough points", procName, 1); + numaGetMin(nax, &minx, NULL); + numaGetMax(nax, &maxx, NULL); + if (x0 < minx || x1 > maxx) + return ERROR_INT("xval is out of bounds", procName, 1); + if (npts < 2) + return ERROR_INT("npts < 2", procName, 1); + + /* Generate interpolated array over specified interval */ + if (numaInterpolateArbxInterval(nax, nay, L_LINEAR_INTERP, x0, x1, + npts, pnadx, &naiy)) + return ERROR_INT("interpolation failed", procName, 1); + + nady = numaCreate(npts); + *pnady = nady; + invdel = 0.5 * ((l_float32)npts - 1.0) / (x1 - x0); + fay = numaGetFArray(naiy, L_NOCOPY); + + /* Compute and save derivatives */ + der = 0.5 * invdel * (fay[1] - fay[0]); + numaAddNumber(nady, der); + for (i = 1; i < npts - 1; i++) { + der = invdel * (fay[i + 1] - fay[i - 1]); + numaAddNumber(nady, der); + } + der = 0.5 * invdel * (fay[npts - 1] - fay[npts - 2]); + numaAddNumber(nady, der); + + numaDestroy(&naiy); + return 0; +} + + +/*! + * \brief numaIntegrateInterval() + * + * \param[in] nax numa of abscissa values + * \param[in] nay numa of ordinate values, corresponding to nax + * \param[in] x0 start value of interval + * \param[in] x1 end value of interval + * \param[in] npts number of points to evaluate function in interval + * \param[out] psum integral of function over interval + * \return 0 if OK, 1 on error e.g., if x0 or x1 is outside range + * + * 
+ * Notes:
+ *      (1) The values in nax must be sorted in increasing order.
+ *          If they are not sorted, it is done in the interpolation
+ *          step, and a warning is issued.
+ *      (2) Caller should check for valid return.
+ *
+ */ +l_ok +numaIntegrateInterval(NUMA *nax, + NUMA *nay, + l_float32 x0, + l_float32 x1, + l_int32 npts, + l_float32 *psum) +{ +l_int32 i, nx, ny; +l_float32 minx, maxx, sum, del; +l_float32 *fay; +NUMA *naiy; + + PROCNAME("numaIntegrateInterval"); + + if (!psum) + return ERROR_INT("&sum not defined", procName, 1); + *psum = 0.0; + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (!nax) + return ERROR_INT("nax not defined", procName, 1); + if (x0 > x1) + return ERROR_INT("x0 > x1", procName, 1); + if (npts < 2) + return ERROR_INT("npts < 2", procName, 1); + ny = numaGetCount(nay); + nx = numaGetCount(nax); + if (nx != ny) + return ERROR_INT("nax and nay not same size arrays", procName, 1); + if (ny < 2) + return ERROR_INT("not enough points", procName, 1); + numaGetMin(nax, &minx, NULL); + numaGetMax(nax, &maxx, NULL); + if (x0 < minx || x1 > maxx) + return ERROR_INT("xval is out of bounds", procName, 1); + + /* Generate interpolated array over specified interval */ + if (numaInterpolateArbxInterval(nax, nay, L_LINEAR_INTERP, x0, x1, + npts, NULL, &naiy)) + return ERROR_INT("interpolation failed", procName, 1); + + del = (x1 - x0) / ((l_float32)npts - 1.0); + fay = numaGetFArray(naiy, L_NOCOPY); + + /* Compute integral (simple trapezoid) */ + sum = 0.5 * (fay[0] + fay[npts - 1]); + for (i = 1; i < npts - 1; i++) + sum += fay[i]; + *psum = del * sum; + + numaDestroy(&naiy); + return 0; +} + + +/*----------------------------------------------------------------------* + * Sorting * + *----------------------------------------------------------------------*/ +/*! + * \brief numaSortGeneral() + * + * \param[in] na source numa + * \param[out] pnasort [optional] sorted numa + * \param[out] pnaindex [optional] index of elements in na associated + * with each element of nasort + * \param[out] pnainvert [optional] index of elements in nasort associated + * with each element of na + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \param[in] sorttype L_SHELL_SORT or L_BIN_SORT + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Sorting can be confusing.  Here's an array of five values with
+ *          the results shown for the 3 output arrays.
+ *
+ *          na      nasort   naindex   nainvert
+ *          -----------------------------------
+ *          3         9         2         3
+ *          4         6         3         2
+ *          9         4         1         0
+ *          6         3         0         1
+ *          1         1         4         4
+ *
+ *          Note that naindex is a LUT into na for the sorted array values,
+ *          and nainvert directly gives the sorted index values for the
+ *          input array.  It is useful to view naindex is as a map:
+ *                 0  -->  2
+ *                 1  -->  3
+ *                 2  -->  1
+ *                 3  -->  0
+ *                 4  -->  4
+ *          and nainvert, the inverse of this map:
+ *                 0  -->  3
+ *                 1  -->  2
+ *                 2  -->  0
+ *                 3  -->  1
+ *                 4  -->  4
+ *
+ *          We can write these relations symbolically as:
+ *              nasort[i] = na[naindex[i]]
+ *              na[i] = nasort[nainvert[i]]
+ *
+ */ +l_ok +numaSortGeneral(NUMA *na, + NUMA **pnasort, + NUMA **pnaindex, + NUMA **pnainvert, + l_int32 sortorder, + l_int32 sorttype) +{ +NUMA *naindex; + + PROCNAME("numaSortGeneral"); + + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return ERROR_INT("invalid sort order", procName, 1); + if (sorttype != L_SHELL_SORT && sorttype != L_BIN_SORT) + return ERROR_INT("invalid sort type", procName, 1); + if (!pnasort && !pnaindex && !pnainvert) + return ERROR_INT("nothing to do", procName, 1); + if (pnasort) *pnasort = NULL; + if (pnaindex) *pnaindex = NULL; + if (pnainvert) *pnainvert = NULL; + + if (sorttype == L_SHELL_SORT) + naindex = numaGetSortIndex(na, sortorder); + else /* sorttype == L_BIN_SORT */ + naindex = numaGetBinSortIndex(na, sortorder); + + if (pnasort) + *pnasort = numaSortByIndex(na, naindex); + if (pnainvert) + *pnainvert = numaInvertMap(naindex); + if (pnaindex) + *pnaindex = naindex; + else + numaDestroy(&naindex); + return 0; +} + + +/*! + * \brief numaSortAutoSelect() + * + * \param[in] nas input numa + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \return naout output sorted numa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does either a shell sort or a bin sort, depending on
+ *          the number of elements in nas and the dynamic range.
+ *
+ */ +NUMA * +numaSortAutoSelect(NUMA *nas, + l_int32 sortorder) +{ +l_int32 type; + + PROCNAME("numaSortAutoSelect"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (NUMA *)ERROR_PTR("invalid sort order", procName, NULL); + + type = numaChooseSortType(nas); + if (type == L_SHELL_SORT) + return numaSort(NULL, nas, sortorder); + else if (type == L_BIN_SORT) + return numaBinSort(nas, sortorder); + else + return (NUMA *)ERROR_PTR("invalid sort type", procName, NULL); +} + + +/*! + * \brief numaSortIndexAutoSelect() + * + * \param[in] nas + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \return nad indices of nas, sorted by value in nas, or NULL on error + * + * 
+ * Notes:
+ *      (1) This does either a shell sort or a bin sort, depending on
+ *          the number of elements in nas and the dynamic range.
+ *
+ */ +NUMA * +numaSortIndexAutoSelect(NUMA *nas, + l_int32 sortorder) +{ +l_int32 type; + + PROCNAME("numaSortIndexAutoSelect"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (NUMA *)ERROR_PTR("invalid sort order", procName, NULL); + + type = numaChooseSortType(nas); + if (type == L_SHELL_SORT) + return numaGetSortIndex(nas, sortorder); + else if (type == L_BIN_SORT) + return numaGetBinSortIndex(nas, sortorder); + else + return (NUMA *)ERROR_PTR("invalid sort type", procName, NULL); +} + + +/*! + * \brief numaChooseSortType() + * + * \param[in] nas to be sorted + * \return sorttype L_SHELL_SORT or L_BIN_SORT, or UNDEF on error. + * + * 
+ * Notes:
+ *      (1) This selects either a shell sort or a bin sort, depending on
+ *          the number of elements in nas and the dynamic range.
+ *      (2) If there are negative values in nas, it selects shell sort.
+ *
+ */ +l_int32 +numaChooseSortType(NUMA *nas) +{ +l_int32 n, type; +l_float32 minval, maxval; + + PROCNAME("numaChooseSortType"); + + if (!nas) + return ERROR_INT("nas not defined", procName, UNDEF); + + numaGetMin(nas, &minval, NULL); + n = numaGetCount(nas); + + /* Very small histogram; use shell sort */ + if (minval < 0.0 || n < 200) { + L_INFO("Shell sort chosen\n", procName); + return L_SHELL_SORT; + } + + /* Need to compare nlog(n) with maxval. The factor of 0.003 + * was determined by comparing times for different histogram + * sizes and maxval. It is very small because binsort is fast + * and shell sort gets slow for large n. */ + numaGetMax(nas, &maxval, NULL); + if (n * log((l_float32)n) < 0.003 * maxval) { + type = L_SHELL_SORT; + L_INFO("Shell sort chosen\n", procName); + } else { + type = L_BIN_SORT; + L_INFO("Bin sort chosen\n", procName); + } + return type; +} + + +/*! + * \brief numaSort() + * + * \param[in] naout output numa; can be NULL or equal to nain + * \param[in] nain input numa + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \return naout output sorted numa, or NULL on error + * + * 
+ * Notes:
+ *      (1) Set naout = nain for in-place; otherwise, set naout = NULL.
+ *      (2) Source: Shell sort, modified from K&R, 2nd edition, p.62.
+ *          Slow but simple O(n logn) sort.
+ *
+ */ +NUMA * +numaSort(NUMA *naout, + NUMA *nain, + l_int32 sortorder) +{ +l_int32 i, n, gap, j; +l_float32 tmp; +l_float32 *array; + + PROCNAME("numaSort"); + + if (!nain) + return (NUMA *)ERROR_PTR("nain not defined", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (NUMA *)ERROR_PTR("invalid sort order", procName, NULL); + + /* Make naout if necessary; otherwise do in-place */ + if (!naout) + naout = numaCopy(nain); + else if (nain != naout) + return (NUMA *)ERROR_PTR("invalid: not in-place", procName, NULL); + array = naout->array; /* operate directly on the array */ + n = numaGetCount(naout); + + /* Shell sort */ + for (gap = n/2; gap > 0; gap = gap / 2) { + for (i = gap; i < n; i++) { + for (j = i - gap; j >= 0; j -= gap) { + if ((sortorder == L_SORT_INCREASING && + array[j] > array[j + gap]) || + (sortorder == L_SORT_DECREASING && + array[j] < array[j + gap])) + { + tmp = array[j]; + array[j] = array[j + gap]; + array[j + gap] = tmp; + } + } + } + } + + return naout; +} + + +/*! + * \brief numaBinSort() + * + * \param[in] nas of non-negative integers with a max that is + * typically less than 50,000 + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \return na sorted, or NULL on error + * + * 
+ * Notes:
+ *      (1) Because this uses a bin sort with buckets of size 1, it
+ *          is not appropriate for sorting either small arrays or
+ *          arrays containing very large integer values.  For such
+ *          arrays, use a standard general sort function like
+ *          numaSort().
+ *
+ */ +NUMA * +numaBinSort(NUMA *nas, + l_int32 sortorder) +{ +NUMA *nat, *nad; + + PROCNAME("numaBinSort"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (NUMA *)ERROR_PTR("invalid sort order", procName, NULL); + + nat = numaGetBinSortIndex(nas, sortorder); + nad = numaSortByIndex(nas, nat); + numaDestroy(&nat); + return nad; +} + + +/*! + * \brief numaGetSortIndex() + * + * \param[in] na source numa + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \return na giving an array of indices that would sort + * the input array, or NULL on error + */ +NUMA * +numaGetSortIndex(NUMA *na, + l_int32 sortorder) +{ +l_int32 i, n, gap, j; +l_float32 tmp; +l_float32 *array; /* copy of input array */ +l_float32 *iarray; /* array of indices */ +NUMA *naisort; + + PROCNAME("numaGetSortIndex"); + + if (!na) + return (NUMA *)ERROR_PTR("na not defined", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (NUMA *)ERROR_PTR("invalid sortorder", procName, NULL); + + n = numaGetCount(na); + if ((array = numaGetFArray(na, L_COPY)) == NULL) + return (NUMA *)ERROR_PTR("array not made", procName, NULL); + if ((iarray = (l_float32 *)LEPT_CALLOC(n, sizeof(l_float32))) == NULL) { + LEPT_FREE(array); + return (NUMA *)ERROR_PTR("iarray not made", procName, NULL); + } + for (i = 0; i < n; i++) + iarray[i] = i; + + /* Shell sort */ + for (gap = n/2; gap > 0; gap = gap / 2) { + for (i = gap; i < n; i++) { + for (j = i - gap; j >= 0; j -= gap) { + if ((sortorder == L_SORT_INCREASING && + array[j] > array[j + gap]) || + (sortorder == L_SORT_DECREASING && + array[j] < array[j + gap])) + { + tmp = array[j]; + array[j] = array[j + gap]; + array[j + gap] = tmp; + tmp = iarray[j]; + iarray[j] = iarray[j + gap]; + iarray[j + gap] = tmp; + } + } + } + } + + naisort = numaCreate(n); + for (i = 0; i < n; i++) + numaAddNumber(naisort, iarray[i]); + + LEPT_FREE(array); + LEPT_FREE(iarray); + return naisort; +} + + +/*! + * \brief numaGetBinSortIndex() + * + * \param[in] nas of non-negative integers with a max that is + * typically less than 1,000,000 + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \return na sorted, or NULL on error + * + * 
+ * Notes:
+ *      (1) This creates an array (or lookup table) that contains
+ *          the sorted position of the elements in the input Numa.
+ *      (2) Because it uses a bin sort with buckets of size 1, it
+ *          is not appropriate for sorting either small arrays or
+ *          arrays containing very large integer values.  For such
+ *          arrays, use a standard general sort function like
+ *          numaGetSortIndex().
+ *
+ */ +NUMA * +numaGetBinSortIndex(NUMA *nas, + l_int32 sortorder) +{ +l_int32 i, n, isize, ival, imax; +l_float32 size; +NUMA *na, *nai, *nad; +L_PTRA *paindex; + + PROCNAME("numaGetBinSortIndex"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return (NUMA *)ERROR_PTR("invalid sort order", procName, NULL); + + /* Set up a ptra holding numa at indices for which there + * are values in nas. Suppose nas has the value 230 at index + * 7355. A numa holding the index 7355 is created and stored + * at the ptra index 230. If there is another value of 230 + * in nas, its index is added to the same numa (at index 230 + * in the ptra). When finished, the ptra can be scanned for numa, + * and the original indices in the nas can be read out. In this + * way, the ptra effectively sorts the input numbers in the nas. */ + numaGetMax(nas, &size, NULL); + isize = (l_int32)size; + if (isize > 1000000) + L_WARNING("large array: %d elements\n", procName, isize); + paindex = ptraCreate(isize + 1); + n = numaGetCount(nas); + for (i = 0; i < n; i++) { + numaGetIValue(nas, i, &ival); + nai = (NUMA *)ptraGetPtrToItem(paindex, ival); + if (!nai) { /* make it; no shifting will occur */ + nai = numaCreate(1); + ptraInsert(paindex, ival, nai, L_MIN_DOWNSHIFT); + } + numaAddNumber(nai, i); + } + + /* Sort by scanning the ptra, extracting numas and pulling + * the (index into nas) numbers out of each numa, taken + * successively in requested order. */ + ptraGetMaxIndex(paindex, &imax); + nad = numaCreate(0); + if (sortorder == L_SORT_INCREASING) { + for (i = 0; i <= imax; i++) { + na = (NUMA *)ptraRemove(paindex, i, L_NO_COMPACTION); + if (!na) continue; + numaJoin(nad, na, 0, -1); + numaDestroy(&na); + } + } else { /* L_SORT_DECREASING */ + for (i = imax; i >= 0; i--) { + na = (NUMA *)ptraRemoveLast(paindex); + if (!na) break; /* they've all been removed */ + numaJoin(nad, na, 0, -1); + numaDestroy(&na); + } + } + + ptraDestroy(&paindex, FALSE, FALSE); + return nad; +} + + +/*! + * \brief numaSortByIndex() + * + * \param[in] nas + * \param[in] naindex na that maps from the new numa to the input numa + * \return nad sorted, or NULL on error + */ +NUMA * +numaSortByIndex(NUMA *nas, + NUMA *naindex) +{ +l_int32 i, n, index; +l_float32 val; +NUMA *nad; + + PROCNAME("numaSortByIndex"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (!naindex) + return (NUMA *)ERROR_PTR("naindex not defined", procName, NULL); + + n = numaGetCount(nas); + nad = numaCreate(n); + for (i = 0; i < n; i++) { + numaGetIValue(naindex, i, &index); + numaGetFValue(nas, index, &val); + numaAddNumber(nad, val); + } + + return nad; +} + + +/*! + * \brief numaIsSorted() + * + * \param[in] nas + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \param[out] psorted 1 if sorted; 0 if not + * \return 1 if OK; 0 on error + * + * 
+ * Notes:
+ *      (1) This is a quick O(n) test if nas is sorted.  It is useful
+ *          in situations where the array is likely to be already
+ *          sorted, and a sort operation can be avoided.
+ *
+ */ +l_int32 +numaIsSorted(NUMA *nas, + l_int32 sortorder, + l_int32 *psorted) +{ +l_int32 i, n; +l_float32 prevval, val; + + PROCNAME("numaIsSorted"); + + if (!psorted) + return ERROR_INT("&sorted not defined", procName, 1); + *psorted = FALSE; + if (!nas) + return ERROR_INT("nas not defined", procName, 1); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return ERROR_INT("invalid sortorder", procName, 1); + + n = numaGetCount(nas); + numaGetFValue(nas, 0, &prevval); + for (i = 1; i < n; i++) { + numaGetFValue(nas, i, &val); + if ((sortorder == L_SORT_INCREASING && val < prevval) || + (sortorder == L_SORT_DECREASING && val > prevval)) + return 0; + } + + *psorted = TRUE; + return 0; +} + + +/*! + * \brief numaSortPair() + * + * \param[in] nax, nay input arrays + * \param[in] sortorder L_SORT_INCREASING or L_SORT_DECREASING + * \param[out] pnasx sorted + * \param[out] pnasy sorted exactly in order of nasx + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function sorts the two input arrays, nax and nay,
+ *          together, using nax as the key for sorting.
+ *
+ */ +l_ok +numaSortPair(NUMA *nax, + NUMA *nay, + l_int32 sortorder, + NUMA **pnasx, + NUMA **pnasy) +{ +l_int32 sorted; +NUMA *naindex; + + PROCNAME("numaSortPair"); + + if (pnasx) *pnasx = NULL; + if (pnasy) *pnasy = NULL; + if (!pnasx || !pnasy) + return ERROR_INT("&nasx and/or &nasy not defined", procName, 1); + if (!nax) + return ERROR_INT("nax not defined", procName, 1); + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING) + return ERROR_INT("invalid sortorder", procName, 1); + + numaIsSorted(nax, sortorder, &sorted); + if (sorted == TRUE) { + *pnasx = numaCopy(nax); + *pnasy = numaCopy(nay); + } else { + naindex = numaGetSortIndex(nax, sortorder); + *pnasx = numaSortByIndex(nax, naindex); + *pnasy = numaSortByIndex(nay, naindex); + numaDestroy(&naindex); + } + + return 0; +} + + +/*! + * \brief numaInvertMap() + * + * \param[in] nas + * \return nad the inverted map, or NULL on error or if not invertible + * + * 
+ * Notes:
+ *      (1) This requires that nas contain each integer from 0 to n-1.
+ *          The array is typically an index array into a sort or permutation
+ *          of another array.
+ *
+ */ +NUMA * +numaInvertMap(NUMA *nas) +{ +l_int32 i, n, val, error; +l_int32 *test; +NUMA *nad; + + PROCNAME("numaInvertMap"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + + n = numaGetCount(nas); + nad = numaMakeConstant(0.0, n); + test = (l_int32 *)LEPT_CALLOC(n, sizeof(l_int32)); + error = 0; + for (i = 0; i < n; i++) { + numaGetIValue(nas, i, &val); + if (val >= n) { + error = 1; + break; + } + numaReplaceNumber(nad, val, i); + if (test[val] == 0) { + test[val] = 1; + } else { + error = 1; + break; + } + } + + LEPT_FREE(test); + if (error) { + numaDestroy(&nad); + return (NUMA *)ERROR_PTR("nas not invertible", procName, NULL); + } + + return nad; +} + + +/*----------------------------------------------------------------------* + * Random permutation * + *----------------------------------------------------------------------*/ +/*! + * \brief numaPseudorandomSequence() + * + * \param[in] size of sequence + * \param[in] seed for random number generation + * \return na pseudorandom on {0,...,size - 1}, or NULL on error + * + * 
+ * Notes:
+ *      (1) This uses the Durstenfeld shuffle.
+ *          See: http://en.wikipedia.org/wiki/Fisher–Yates_shuffle.
+ *          Result is a pseudorandom permutation of the sequence of integers
+ *          from 0 to size - 1.
+ *
+ */ +NUMA * +numaPseudorandomSequence(l_int32 size, + l_int32 seed) +{ +l_int32 i, index, temp; +l_int32 *array; +NUMA *na; + + PROCNAME("numaPseudorandomSequence"); + + if (size <= 0) + return (NUMA *)ERROR_PTR("size <= 0", procName, NULL); + + if ((array = (l_int32 *)LEPT_CALLOC(size, sizeof(l_int32))) == NULL) + return (NUMA *)ERROR_PTR("array not made", procName, NULL); + for (i = 0; i < size; i++) + array[i] = i; + srand(seed); + for (i = size - 1; i > 0; i--) { + index = (l_int32)((i + 1) * ((l_float64)rand() / (l_float64)RAND_MAX)); + index = L_MIN(index, i); + temp = array[i]; + array[i] = array[index]; + array[index] = temp; + } + + na = numaCreateFromIArray(array, size); + LEPT_FREE(array); + return na; +} + + +/*! + * \brief numaRandomPermutation() + * + * \param[in] nas input array + * \param[in] seed for random number generation + * \return nas randomly shuffled array, or NULL on error + */ +NUMA * +numaRandomPermutation(NUMA *nas, + l_int32 seed) +{ +l_int32 i, index, size; +l_float32 val; +NUMA *naindex, *nad; + + PROCNAME("numaRandomPermutation"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + + size = numaGetCount(nas); + naindex = numaPseudorandomSequence(size, seed); + nad = numaCreate(size); + for (i = 0; i < size; i++) { + numaGetIValue(naindex, i, &index); + numaGetFValue(nas, index, &val); + numaAddNumber(nad, val); + } + + numaDestroy(&naindex); + return nad; +} + + +/*----------------------------------------------------------------------* + * Functions requiring sorting * + *----------------------------------------------------------------------*/ +/*! + * \brief numaGetRankValue() + * + * \param[in] na source numa + * \param[in] fract use 0.0 for smallest, 1.0 for largest + * \param[in] nasort [optional] increasing sorted version of na + * \param[in] usebins 0 for general sort; 1 for bin sort + * \param[out] pval rank val + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Computes the rank value of a number in the %na, which is
+ *          the number that is a fraction %fract from the small
+ *          end of the sorted version of %na.
+ *      (2) If you do this multiple times for different rank values,
+ *          sort the array in advance and use that for %nasort;
+ *          if you're only calling this once, input %nasort == NULL.
+ *      (3) If %usebins == 1, this uses a bin sorting method.
+ *          Use this only where:
+ *           * the numbers are non-negative integers
+ *           * there are over 100 numbers
+ *           * the maximum value is less than about 50,000
+ *      (4) The advantage of using a bin sort is that it is O(n),
+ *          instead of O(nlogn) for general sort routines.
+ *
+ */ +l_ok +numaGetRankValue(NUMA *na, + l_float32 fract, + NUMA *nasort, + l_int32 usebins, + l_float32 *pval) +{ +l_int32 n, index; +NUMA *nas; + + PROCNAME("numaGetRankValue"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0.0; /* init */ + if (!na) + return ERROR_INT("na not defined", procName, 1); + if ((n = numaGetCount(na)) == 0) + return ERROR_INT("na empty", procName, 1); + if (fract < 0.0 || fract > 1.0) + return ERROR_INT("fract not in [0.0 ... 1.0]", procName, 1); + + if (nasort) { + nas = nasort; + } else { + if (usebins == 0) + nas = numaSort(NULL, na, L_SORT_INCREASING); + else + nas = numaBinSort(na, L_SORT_INCREASING); + if (!nas) + return ERROR_INT("nas not made", procName, 1); + } + index = (l_int32)(fract * (l_float32)(n - 1) + 0.5); + numaGetFValue(nas, index, pval); + + if (!nasort) numaDestroy(&nas); + return 0; +} + + +/*! + * \brief numaGetMedian() + * + * \param[in] na source numa + * \param[out] pval median value + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Computes the median value of the numbers in the numa, by
+ *          sorting and finding the middle value in the sorted array.
+ *
+ */ +l_ok +numaGetMedian(NUMA *na, + l_float32 *pval) +{ + PROCNAME("numaGetMedian"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0.0; /* init */ + if (!na) + return ERROR_INT("na not defined", procName, 1); + + return numaGetRankValue(na, 0.5, NULL, 0, pval); +} + + +/*! + * \brief numaGetBinnedMedian() + * + * \param[in] na source numa + * \param[out] pval integer median value + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Computes the median value of the numbers in the numa,
+ *          using bin sort and finding the middle value in the sorted array.
+ *      (2) See numaGetRankValue() for conditions on na for which
+ *          this should be used.  Otherwise, use numaGetMedian().
+ *
+ */ +l_ok +numaGetBinnedMedian(NUMA *na, + l_int32 *pval) +{ +l_int32 ret; +l_float32 fval; + + PROCNAME("numaGetBinnedMedian"); + + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0; /* init */ + if (!na) + return ERROR_INT("na not defined", procName, 1); + + ret = numaGetRankValue(na, 0.5, NULL, 1, &fval); + *pval = lept_roundftoi(fval); + return ret; +} + + +/*! + * \brief numaGetMeanDevFromMedian() + * + * \param[in] na source numa + * \param[in] med median value + * \param[out] pdev average absolute value deviation from median value + * \return 0 if OK; 1 on error + */ +l_ok +numaGetMeanDevFromMedian(NUMA *na, + l_float32 med, + l_float32 *pdev) +{ +l_int32 i, n; +l_float32 val, dev; + + PROCNAME("numaGetMeanDevFromMedian"); + + if (!pdev) + return ERROR_INT("&dev not defined", procName, 1); + *pdev = 0.0; /* init */ + if (!na) + return ERROR_INT("na not defined", procName, 1); + if ((n = numaGetCount(na)) == 0) + return ERROR_INT("na is empty", procName, 1); + + dev = 0.0; + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + dev += L_ABS(val - med); + } + *pdev = dev / (l_float32)n; + return 0; +} + + +/*! + * \brief numaGetMedianDevFromMedian() + * + * \param[in] na source numa + * \param[out] pmed [optional] median value + * \param[out] pdev median deviation from median val + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Finds the median of the absolute value of the deviation from
+ *          the median value in the array.  Why take the absolute value?
+ *          Consider the case where you have values equally distributed
+ *          about both sides of a median value.  Without taking the absolute
+ *          value of the differences, you will get 0 for the deviation,
+ *          and this is not useful.
+ *
+ */ +l_ok +numaGetMedianDevFromMedian(NUMA *na, + l_float32 *pmed, + l_float32 *pdev) +{ +l_int32 n, i; +l_float32 val, med; +NUMA *nadev; + + PROCNAME("numaGetMedianDevFromMedian"); + + if (pmed) *pmed = 0.0; + if (!pdev) + return ERROR_INT("&dev not defined", procName, 1); + *pdev = 0.0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + numaGetMedian(na, &med); + if (pmed) *pmed = med; + n = numaGetCount(na); + nadev = numaCreate(n); + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + numaAddNumber(nadev, L_ABS(val - med)); + } + numaGetMedian(nadev, pdev); + + numaDestroy(&nadev); + return 0; +} + + +/*! + * \brief numaGetMode() + * + * \param[in] na source numa + * \param[out] pval mode val + * \param[out] pcount [optional] mode count + * \return 0 if OK; 1 on error + * + * 
+ * Notes:
+ *      (1) Computes the mode value of the numbers in the numa, by
+ *          sorting and finding the value of the number with the
+ *          largest count.
+ *      (2) Optionally, also returns that count.
+ *
+ */ +l_ok +numaGetMode(NUMA *na, + l_float32 *pval, + l_int32 *pcount) +{ +l_int32 i, n, maxcount, prevcount; +l_float32 val, maxval, prevval; +l_float32 *array; +NUMA *nasort; + + PROCNAME("numaGetMode"); + + if (pcount) *pcount = 0; + if (!pval) + return ERROR_INT("&val not defined", procName, 1); + *pval = 0.0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + if ((n = numaGetCount(na)) == 0) + return 1; + + if ((nasort = numaSort(NULL, na, L_SORT_DECREASING)) == NULL) + return ERROR_INT("nas not made", procName, 1); + array = numaGetFArray(nasort, L_NOCOPY); + + /* Initialize with array[0] */ + prevval = array[0]; + prevcount = 1; + maxval = prevval; + maxcount = prevcount; + + /* Scan the sorted array, aggregating duplicates */ + for (i = 1; i < n; i++) { + val = array[i]; + if (val == prevval) { + prevcount++; + } else { /* new value */ + if (prevcount > maxcount) { /* new max */ + maxcount = prevcount; + maxval = prevval; + } + prevval = val; + prevcount = 1; + } + } + + /* Was the mode the last run of elements? */ + if (prevcount > maxcount) { + maxcount = prevcount; + maxval = prevval; + } + + *pval = maxval; + if (pcount) + *pcount = maxcount; + + numaDestroy(&nasort); + return 0; +} + + +/*----------------------------------------------------------------------* + * Rearrangements * + *----------------------------------------------------------------------*/ +/*! + * \brief numaJoin() + * + * \param[in] nad dest numa; add to this one + * \param[in] nas [optional] source numa; add from this one + * \param[in] istart starting index in nas + * \param[in] iend ending index in nas; use -1 to cat all + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (2) iend < 0 means 'read to the end'
+ *      (3) if nas == NULL, this is a no-op
+ *
+ */ +l_ok +numaJoin(NUMA *nad, + NUMA *nas, + l_int32 istart, + l_int32 iend) +{ +l_int32 n, i; +l_float32 val; + + PROCNAME("numaJoin"); + + if (!nad) + return ERROR_INT("nad not defined", procName, 1); + if (!nas) + return 0; + + if (istart < 0) + istart = 0; + n = numaGetCount(nas); + if (iend < 0 || iend >= n) + iend = n - 1; + if (istart > iend) + return ERROR_INT("istart > iend; nothing to add", procName, 1); + + for (i = istart; i <= iend; i++) { + numaGetFValue(nas, i, &val); + numaAddNumber(nad, val); + } + + return 0; +} + + +/*! + * \brief numaaJoin() + * + * \param[in] naad dest naa; add to this one + * \param[in] naas [optional] source naa; add from this one + * \param[in] istart starting index in nas + * \param[in] iend ending index in naas; use -1 to cat all + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (2) iend < 0 means 'read to the end'
+ *      (3) if naas == NULL, this is a no-op
+ *
+ */ +l_ok +numaaJoin(NUMAA *naad, + NUMAA *naas, + l_int32 istart, + l_int32 iend) +{ +l_int32 n, i; +NUMA *na; + + PROCNAME("numaaJoin"); + + if (!naad) + return ERROR_INT("naad not defined", procName, 1); + if (!naas) + return 0; + + if (istart < 0) + istart = 0; + n = numaaGetCount(naas); + if (iend < 0 || iend >= n) + iend = n - 1; + if (istart > iend) + return ERROR_INT("istart > iend; nothing to add", procName, 1); + + for (i = istart; i <= iend; i++) { + na = numaaGetNuma(naas, i, L_CLONE); + numaaAddNuma(naad, na, L_INSERT); + } + + return 0; +} + + +/*! + * \brief numaaFlattenToNuma() + * + * \param[in] naa + * \return numa, or NULL on error + * + * 
+ * Notes:
+ *      (1) This 'flattens' the Numaa to a Numa, by joining successively
+ *          each Numa in the Numaa.
+ *      (2) It doesn't make any assumptions about the location of the
+ *          Numas in the Numaa array, unlike most Numaa functions.
+ *      (3) It leaves the input Numaa unchanged.
+ *
+ */ +NUMA * +numaaFlattenToNuma(NUMAA *naa) +{ +l_int32 i, nalloc; +NUMA *na, *nad; +NUMA **array; + + PROCNAME("numaaFlattenToNuma"); + + if (!naa) + return (NUMA *)ERROR_PTR("naa not defined", procName, NULL); + + nalloc = naa->nalloc; + array = numaaGetPtrArray(naa); + nad = numaCreate(0); + for (i = 0; i < nalloc; i++) { + na = array[i]; + if (!na) continue; + numaJoin(nad, na, 0, -1); + } + + return nad; +} + diff --git a/3rdparty/hgOCR/leptonica/numafunc2.c b/3rdparty/hgOCR/leptonica/numafunc2.c new file mode 100644 index 00000000..5f37df7a --- /dev/null +++ b/3rdparty/hgOCR/leptonica/numafunc2.c @@ -0,0 +1,3139 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file numafunc2.c + * 
+ *
+ *      --------------------------------------
+ *      This file has these Numa utilities:
+ *         - morphological operations
+ *         - arithmetic transforms
+ *         - windowed statistical operations
+ *         - histogram extraction
+ *         - histogram comparison
+ *         - extrema finding
+ *         - frequency and crossing analysis
+ *      --------------------------------------
+
+ *      Morphological (min/max) operations
+ *          NUMA        *numaErode()
+ *          NUMA        *numaDilate()
+ *          NUMA        *numaOpen()
+ *          NUMA        *numaClose()
+ *
+ *      Other transforms
+ *          NUMA        *numaTransform()
+ *          l_int32      numaSimpleStats()
+ *          l_int32      numaWindowedStats()
+ *          NUMA        *numaWindowedMean()
+ *          NUMA        *numaWindowedMeanSquare()
+ *          l_int32      numaWindowedVariance()
+ *          NUMA        *numaWindowedMedian()
+ *          NUMA        *numaConvertToInt()
+ *
+ *      Histogram generation and statistics
+ *          NUMA        *numaMakeHistogram()
+ *          NUMA        *numaMakeHistogramAuto()
+ *          NUMA        *numaMakeHistogramClipped()
+ *          NUMA        *numaRebinHistogram()
+ *          NUMA        *numaNormalizeHistogram()
+ *          l_int32      numaGetStatsUsingHistogram()
+ *          l_int32      numaGetHistogramStats()
+ *          l_int32      numaGetHistogramStatsOnInterval()
+ *          l_int32      numaMakeRankFromHistogram()
+ *          l_int32      numaHistogramGetRankFromVal()
+ *          l_int32      numaHistogramGetValFromRank()
+ *          l_int32      numaDiscretizeRankAndIntensity()
+ *          l_int32      numaGetRankBinValues()
+ *
+ *      Splitting a distribution
+ *          l_int32      numaSplitDistribution()
+ *
+ *      Comparing histograms
+ *          l_int32      grayHistogramsToEMD()
+ *          l_int32      numaEarthMoverDistance()
+ *          l_int32      grayInterHistogramStats()
+ *
+ *      Extrema finding
+ *          NUMA        *numaFindPeaks()
+ *          NUMA        *numaFindExtrema()
+ *          l_int32     *numaCountReversals()
+ *
+ *      Threshold crossings and frequency analysis
+ *          l_int32      numaSelectCrossingThreshold()
+ *          NUMA        *numaCrossingsByThreshold()
+ *          NUMA        *numaCrossingsByPeaks()
+ *          NUMA        *numaEvalBestHaarParameters()
+ *          l_int32      numaEvalHaarSum()
+ *
+ *      Generating numbers in a range under constraints
+ *          NUMA        *genConstrainedNumaInRange()
+ *
+ *    Things to remember when using the Numa:
+ *
+ *    (1) The numa is a struct, not an array.  Always use accessors
+ *        (see numabasic.c), never the fields directly.
+ *
+ *    (2) The number array holds l_float32 values.  It can also
+ *        be used to store l_int32 values.  See numabasic.c for
+ *        details on using the accessors.  Integers larger than
+ *        about 10M will lose accuracy due on retrieval due to round-off.
+ *        For large integers, use the dna (array of l_float64) instead.
+ *
+ *    (3) Occasionally, in the comments we denote the i-th element of a
+ *        numa by na[i].  This is conceptual only -- the numa is not an array!
+ *
+ *    Some general comments on histograms:
+ *
+ *    (1) Histograms are the generic statistical representation of
+ *        the data about some attribute.  Typically they're not
+ *        normalized -- they simply give the number of occurrences
+ *        within each range of values of the attribute.  This range
+ *        of values is referred to as a 'bucket'.  For example,
+ *        the histogram could specify how many connected components
+ *        are found for each value of their width; in that case,
+ *        the bucket size is 1.
+ *
+ *    (2) In leptonica, all buckets have the same size.  Histograms
+ *        are therefore specified by a numa of occurrences, along
+ *        with two other numbers: the 'value' associated with the
+ *        occupants of the first bucket and the size (i.e., 'width')
+ *        of each bucket.  These two numbers then allow us to calculate
+ *        the value associated with the occupants of each bucket.
+ *        These numbers are fields in the numa, initialized to
+ *        a startx value of 0.0 and a binsize of 1.0.  Accessors for
+ *        these fields are functions numa*Parameters().  All histograms
+ *        must have these two numbers properly set.
+ *
+ */ + +#include +#include "allheaders.h" + + /* bin sizes in numaMakeHistogram() */ +static const l_int32 BinSizeArray[] = {2, 5, 10, 20, 50, 100, 200, 500, 1000,\ + 2000, 5000, 10000, 20000, 50000, 100000, 200000,\ + 500000, 1000000, 2000000, 5000000, 10000000,\ + 200000000, 50000000, 100000000}; +static const l_int32 NBinSizes = 24; + + +#ifndef NO_CONSOLE_IO +#define DEBUG_HISTO 0 +#define DEBUG_CROSSINGS 0 +#define DEBUG_FREQUENCY 0 +#endif /* ~NO_CONSOLE_IO */ + + +/*----------------------------------------------------------------------* + * Morphological operations * + *----------------------------------------------------------------------*/ +/*! + * \brief numaErode() + * + * \param[in] nas + * \param[in] size of sel; greater than 0, odd. The origin + * is implicitly in the center. + * \return nad eroded, or NULL on error + * + * 
+ * Notes:
+ *      (1) The structuring element (sel) is linear, all "hits"
+ *      (2) If size == 1, this returns a copy
+ *      (3) General comment.  The morphological operations are equivalent
+ *          to those that would be performed on a 1-dimensional fpix.
+ *          However, because we have not implemented morphological
+ *          operations on fpix, we do this here.  Because it is only
+ *          1 dimensional, there is no reason to use the more
+ *          complicated van Herk/Gil-Werman algorithm, and we do it
+ *          by brute force.
+ *
+ */ +NUMA * +numaErode(NUMA *nas, + l_int32 size) +{ +l_int32 i, j, n, hsize, len; +l_float32 minval; +l_float32 *fa, *fas, *fad; +NUMA *nad; + + PROCNAME("numaErode"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (size <= 0) + return (NUMA *)ERROR_PTR("size must be > 0", procName, NULL); + if ((size & 1) == 0 ) { + L_WARNING("sel size must be odd; increasing by 1\n", procName); + size++; + } + + if (size == 1) + return numaCopy(nas); + + /* Make a source fa (fas) that has an added (size / 2) boundary + * on left and right, contains a copy of nas in the interior region + * (between 'size' and 'size + n', and has large values + * inserted in the boundary (because it is an erosion). */ + n = numaGetCount(nas); + hsize = size / 2; + len = n + 2 * hsize; + if ((fas = (l_float32 *)LEPT_CALLOC(len, sizeof(l_float32))) == NULL) + return (NUMA *)ERROR_PTR("fas not made", procName, NULL); + for (i = 0; i < hsize; i++) + fas[i] = 1.0e37; + for (i = hsize + n; i < len; i++) + fas[i] = 1.0e37; + fa = numaGetFArray(nas, L_NOCOPY); + for (i = 0; i < n; i++) + fas[hsize + i] = fa[i]; + + nad = numaMakeConstant(0, n); + numaCopyParameters(nad, nas); + fad = numaGetFArray(nad, L_NOCOPY); + for (i = 0; i < n; i++) { + minval = 1.0e37; /* start big */ + for (j = 0; j < size; j++) + minval = L_MIN(minval, fas[i + j]); + fad[i] = minval; + } + + LEPT_FREE(fas); + return nad; +} + + +/*! + * \brief numaDilate() + * + * \param[in] nas + * \param[in] size of sel; greater than 0, odd. The origin + * is implicitly in the center. + * \return nad dilated, or NULL on error + * + * 
+ * Notes:
+ *      (1) The structuring element (sel) is linear, all "hits"
+ *      (2) If size == 1, this returns a copy
+ *
+ */ +NUMA * +numaDilate(NUMA *nas, + l_int32 size) +{ +l_int32 i, j, n, hsize, len; +l_float32 maxval; +l_float32 *fa, *fas, *fad; +NUMA *nad; + + PROCNAME("numaDilate"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (size <= 0) + return (NUMA *)ERROR_PTR("size must be > 0", procName, NULL); + if ((size & 1) == 0 ) { + L_WARNING("sel size must be odd; increasing by 1\n", procName); + size++; + } + + if (size == 1) + return numaCopy(nas); + + /* Make a source fa (fas) that has an added (size / 2) boundary + * on left and right, contains a copy of nas in the interior region + * (between 'size' and 'size + n', and has small values + * inserted in the boundary (because it is a dilation). */ + n = numaGetCount(nas); + hsize = size / 2; + len = n + 2 * hsize; + if ((fas = (l_float32 *)LEPT_CALLOC(len, sizeof(l_float32))) == NULL) + return (NUMA *)ERROR_PTR("fas not made", procName, NULL); + for (i = 0; i < hsize; i++) + fas[i] = -1.0e37; + for (i = hsize + n; i < len; i++) + fas[i] = -1.0e37; + fa = numaGetFArray(nas, L_NOCOPY); + for (i = 0; i < n; i++) + fas[hsize + i] = fa[i]; + + nad = numaMakeConstant(0, n); + numaCopyParameters(nad, nas); + fad = numaGetFArray(nad, L_NOCOPY); + for (i = 0; i < n; i++) { + maxval = -1.0e37; /* start small */ + for (j = 0; j < size; j++) + maxval = L_MAX(maxval, fas[i + j]); + fad[i] = maxval; + } + + LEPT_FREE(fas); + return nad; +} + + +/*! + * \brief numaOpen() + * + * \param[in] nas + * \param[in] size of sel; greater than 0, odd. The origin + * is implicitly in the center. + * \return nad opened, or NULL on error + * + * 
+ * Notes:
+ *      (1) The structuring element (sel) is linear, all "hits"
+ *      (2) If size == 1, this returns a copy
+ *
+ */ +NUMA * +numaOpen(NUMA *nas, + l_int32 size) +{ +NUMA *nat, *nad; + + PROCNAME("numaOpen"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (size <= 0) + return (NUMA *)ERROR_PTR("size must be > 0", procName, NULL); + if ((size & 1) == 0 ) { + L_WARNING("sel size must be odd; increasing by 1\n", procName); + size++; + } + + if (size == 1) + return numaCopy(nas); + + nat = numaErode(nas, size); + nad = numaDilate(nat, size); + numaDestroy(&nat); + return nad; +} + + +/*! + * \brief numaClose() + * + * \param[in] nas + * \param[in] size of sel; greater than 0, odd. The origin + * is implicitly in the center. + * \return nad closed, or NULL on error + * + * 
+ * Notes:
+ *      (1) The structuring element (sel) is linear, all "hits"
+ *      (2) If size == 1, this returns a copy
+ *      (3) We add a border before doing this operation, for the same
+ *          reason that we add a border to a pix before doing a safe closing.
+ *          Without the border, a small component near the border gets
+ *          clipped at the border on dilation, and can be entirely removed
+ *          by the following erosion, violating the basic extensivity
+ *          property of closing.
+ *
+ */ +NUMA * +numaClose(NUMA *nas, + l_int32 size) +{ +NUMA *nab, *nat1, *nat2, *nad; + + PROCNAME("numaClose"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (size <= 0) + return (NUMA *)ERROR_PTR("size must be > 0", procName, NULL); + if ((size & 1) == 0 ) { + L_WARNING("sel size must be odd; increasing by 1\n", procName); + size++; + } + + if (size == 1) + return numaCopy(nas); + + nab = numaAddBorder(nas, size, size, 0); /* to preserve extensivity */ + nat1 = numaDilate(nab, size); + nat2 = numaErode(nat1, size); + nad = numaRemoveBorder(nat2, size, size); + numaDestroy(&nab); + numaDestroy(&nat1); + numaDestroy(&nat2); + return nad; +} + + +/*----------------------------------------------------------------------* + * Other transforms * + *----------------------------------------------------------------------*/ +/*! + * \brief numaTransform() + * + * \param[in] nas + * \param[in] shift add this to each number + * \param[in] scale multiply each number by this + * \return nad with all values shifted and scaled, or NULL on error + * + * 
+ * Notes:
+ *      (1) Each number is shifted before scaling.
+ *
+ */ +NUMA * +numaTransform(NUMA *nas, + l_float32 shift, + l_float32 scale) +{ +l_int32 i, n; +l_float32 val; +NUMA *nad; + + PROCNAME("numaTransform"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + n = numaGetCount(nas); + if ((nad = numaCreate(n)) == NULL) + return (NUMA *)ERROR_PTR("nad not made", procName, NULL); + numaCopyParameters(nad, nas); + for (i = 0; i < n; i++) { + numaGetFValue(nas, i, &val); + val = scale * (val + shift); + numaAddNumber(nad, val); + } + return nad; +} + + +/*! + * \brief numaSimpleStats() + * + * \param[in] na input numa + * \param[in] first first element to use + * \param[in] last last element to use; -1 to go to the end + * \param[out] pmean [optional] mean value + * \param[out] pvar [optional] variance + * \param[out] prvar [optional] rms deviation from the mean + * \return 0 if OK, 1 on error + */ +l_ok +numaSimpleStats(NUMA *na, + l_int32 first, + l_int32 last, + l_float32 *pmean, + l_float32 *pvar, + l_float32 *prvar) +{ +l_int32 i, n, ni; +l_float32 sum, sumsq, val, mean, var; + + PROCNAME("numaSimpleStats"); + + if (pmean) *pmean = 0.0; + if (pvar) *pvar = 0.0; + if (prvar) *prvar = 0.0; + if (!pmean && !pvar && !prvar) + return ERROR_INT("nothing requested", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + if ((n = numaGetCount(na)) == 0) + return ERROR_INT("na is empty", procName, 1); + first = L_MAX(0, first); + if (last < 0) last = n - 1; + if (first >= n) + return ERROR_INT("invalid first", procName, 1); + if (last >= n) { + L_WARNING("last = %d is beyond max index = %d; adjusting\n", + procName, last, n - 1); + last = n - 1; + } + if (first > last) + return ERROR_INT("first > last\n", procName, 1); + ni = last - first + 1; + sum = sumsq = 0.0; + for (i = first; i <= last; i++) { + numaGetFValue(na, i, &val); + sum += val; + sumsq += val * val; + } + + mean = sum / ni; + if (pmean) + *pmean = mean; + if (pvar || prvar) { + var = sumsq / ni - mean * mean; + if (pvar) *pvar = var; + if (prvar) *prvar = sqrtf(var); + } + + return 0; +} + + +/*! + * \brief numaWindowedStats() + * + * \param[in] nas input numa + * \param[in] wc half width of the window + * \param[out] pnam [optional] mean value in window + * \param[out] pnams [optional] mean square value in window + * \param[out] pnav [optional] variance in window + * \param[out] pnarv [optional] rms deviation from the mean + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a high-level convenience function for calculating
+ *          any or all of these derived arrays.
+ *      (2) These statistical measures over the values in the
+ *          rectangular window are:
+ *            ~ average value: [x]  (nam)
+ *            ~ average squared value: [x*x] (nams)
+ *            ~ variance: [(x - [x])*(x - [x])] = [x*x] - [x]*[x]  (nav)
+ *            ~ square-root of variance: (narv)
+ *          where the brackets [ .. ] indicate that the average value is
+ *          to be taken over the window.
+ *      (3) Note that the variance is just the mean square difference from
+ *          the mean value; and the square root of the variance is the
+ *          root mean square difference from the mean, sometimes also
+ *          called the 'standard deviation'.
+ *      (4) Internally, use mirrored borders to handle values near the
+ *          end of each array.
+ *
+ */ +l_ok +numaWindowedStats(NUMA *nas, + l_int32 wc, + NUMA **pnam, + NUMA **pnams, + NUMA **pnav, + NUMA **pnarv) +{ +NUMA *nam, *nams; + + PROCNAME("numaWindowedStats"); + + if (!nas) + return ERROR_INT("nas not defined", procName, 1); + if (2 * wc + 1 > numaGetCount(nas)) + L_WARNING("filter wider than input array!\n", procName); + + if (!pnav && !pnarv) { + if (pnam) *pnam = numaWindowedMean(nas, wc); + if (pnams) *pnams = numaWindowedMeanSquare(nas, wc); + return 0; + } + + nam = numaWindowedMean(nas, wc); + nams = numaWindowedMeanSquare(nas, wc); + numaWindowedVariance(nam, nams, pnav, pnarv); + if (pnam) + *pnam = nam; + else + numaDestroy(&nam); + if (pnams) + *pnams = nams; + else + numaDestroy(&nams); + return 0; +} + + +/*! + * \brief numaWindowedMean() + * + * \param[in] nas + * \param[in] wc half width of the convolution window + * \return nad after low-pass filtering, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is a convolution.  The window has width = 2 * %wc + 1.
+ *      (2) We add a mirrored border of size %wc to each end of the array.
+ *
+ */ +NUMA * +numaWindowedMean(NUMA *nas, + l_int32 wc) +{ +l_int32 i, n, n1, width; +l_float32 sum, norm; +l_float32 *fa1, *fad, *suma; +NUMA *na1, *nad; + + PROCNAME("numaWindowedMean"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + n = numaGetCount(nas); + width = 2 * wc + 1; /* filter width */ + if (width > n) + L_WARNING("filter wider than input array!\n", procName); + + na1 = numaAddSpecifiedBorder(nas, wc, wc, L_MIRRORED_BORDER); + n1 = n + 2 * wc; + fa1 = numaGetFArray(na1, L_NOCOPY); + nad = numaMakeConstant(0, n); + fad = numaGetFArray(nad, L_NOCOPY); + + /* Make sum array; note the indexing */ + if ((suma = (l_float32 *)LEPT_CALLOC(n1 + 1, sizeof(l_float32))) == NULL) { + numaDestroy(&na1); + numaDestroy(&nad); + return (NUMA *)ERROR_PTR("suma not made", procName, NULL); + } + sum = 0.0; + suma[0] = 0.0; + for (i = 0; i < n1; i++) { + sum += fa1[i]; + suma[i + 1] = sum; + } + + norm = 1. / (2 * wc + 1); + for (i = 0; i < n; i++) + fad[i] = norm * (suma[width + i] - suma[i]); + + LEPT_FREE(suma); + numaDestroy(&na1); + return nad; +} + + +/*! + * \brief numaWindowedMeanSquare() + * + * \param[in] nas + * \param[in] wc half width of the window + * \return nad containing windowed mean square values, or NULL on error + * + * 
+ * Notes:
+ *      (1) The window has width = 2 * %wc + 1.
+ *      (2) We add a mirrored border of size %wc to each end of the array.
+ *
+ */ +NUMA * +numaWindowedMeanSquare(NUMA *nas, + l_int32 wc) +{ +l_int32 i, n, n1, width; +l_float32 sum, norm; +l_float32 *fa1, *fad, *suma; +NUMA *na1, *nad; + + PROCNAME("numaWindowedMeanSquare"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + n = numaGetCount(nas); + width = 2 * wc + 1; /* filter width */ + if (width > n) + L_WARNING("filter wider than input array!\n", procName); + + na1 = numaAddSpecifiedBorder(nas, wc, wc, L_MIRRORED_BORDER); + n1 = n + 2 * wc; + fa1 = numaGetFArray(na1, L_NOCOPY); + nad = numaMakeConstant(0, n); + fad = numaGetFArray(nad, L_NOCOPY); + + /* Make sum array; note the indexing */ + if ((suma = (l_float32 *)LEPT_CALLOC(n1 + 1, sizeof(l_float32))) == NULL) { + numaDestroy(&na1); + numaDestroy(&nad); + return (NUMA *)ERROR_PTR("suma not made", procName, NULL); + } + sum = 0.0; + suma[0] = 0.0; + for (i = 0; i < n1; i++) { + sum += fa1[i] * fa1[i]; + suma[i + 1] = sum; + } + + norm = 1. / (2 * wc + 1); + for (i = 0; i < n; i++) + fad[i] = norm * (suma[width + i] - suma[i]); + + LEPT_FREE(suma); + numaDestroy(&na1); + return nad; +} + + +/*! + * \brief numaWindowedVariance() + * + * \param[in] nam windowed mean values + * \param[in] nams windowed mean square values + * \param[out] pnav [optional] numa of variance -- the ms deviation + * from the mean + * \param[out] pnarv [optional] numa of rms deviation from the mean + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The numas of windowed mean and mean square are precomputed,
+ *          using numaWindowedMean() and numaWindowedMeanSquare().
+ *      (2) Either or both of the variance and square-root of variance
+ *          are returned, where the variance is the average over the
+ *          window of the mean square difference of the pixel value
+ *          from the mean:
+ *                [(x - [x])*(x - [x])] = [x*x] - [x]*[x]
+ *
+ */ +l_ok +numaWindowedVariance(NUMA *nam, + NUMA *nams, + NUMA **pnav, + NUMA **pnarv) +{ +l_int32 i, nm, nms; +l_float32 var; +l_float32 *fam, *fams, *fav, *farv; +NUMA *nav, *narv; /* variance and square root of variance */ + + PROCNAME("numaWindowedVariance"); + + if (pnav) *pnav = NULL; + if (pnarv) *pnarv = NULL; + if (!pnav && !pnarv) + return ERROR_INT("neither &nav nor &narv are defined", procName, 1); + if (!nam) + return ERROR_INT("nam not defined", procName, 1); + if (!nams) + return ERROR_INT("nams not defined", procName, 1); + nm = numaGetCount(nam); + nms = numaGetCount(nams); + if (nm != nms) + return ERROR_INT("sizes of nam and nams differ", procName, 1); + + if (pnav) { + nav = numaMakeConstant(0, nm); + *pnav = nav; + fav = numaGetFArray(nav, L_NOCOPY); + } + if (pnarv) { + narv = numaMakeConstant(0, nm); + *pnarv = narv; + farv = numaGetFArray(narv, L_NOCOPY); + } + fam = numaGetFArray(nam, L_NOCOPY); + fams = numaGetFArray(nams, L_NOCOPY); + + for (i = 0; i < nm; i++) { + var = fams[i] - fam[i] * fam[i]; + if (pnav) + fav[i] = var; + if (pnarv) + farv[i] = sqrtf(var); + } + + return 0; +} + + +/*! + * \brief numaWindowedMedian() + * + * \param[in] nas + * \param[in] halfwin half width of window over which the median is found + * \return nad after windowed median filtering, or NULL on error + * + * 
+ * Notes:
+ *      (1) The requested window has width = 2 * %halfwin + 1.
+ *      (2) If the input nas has less then 3 elements, return a copy.
+ *      (3) If the filter is too small (%halfwin <= 0), return a copy.
+ *      (4) If the filter is too large, it is reduced in size.
+ *      (5) We add a mirrored border of size %halfwin to each end of
+ *          the array to simplify the calculation by avoiding end-effects.
+ *
+ */ +NUMA * +numaWindowedMedian(NUMA *nas, + l_int32 halfwin) +{ +l_int32 i, n; +l_float32 medval; +NUMA *na1, *na2, *nad; + + PROCNAME("numaWindowedMedian"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if ((n = numaGetCount(nas)) < 3) + return numaCopy(nas); + if (halfwin <= 0) { + L_ERROR("filter too small; returning a copy\n", procName); + return numaCopy(nas); + } + + if (halfwin > (n - 1) / 2) { + halfwin = (n - 1) / 2; + L_INFO("reducing filter to halfwin = %d\n", procName, halfwin); + } + + /* Add a border to both ends */ + na1 = numaAddSpecifiedBorder(nas, halfwin, halfwin, L_MIRRORED_BORDER); + + /* Get the median value at the center of each window, corresponding + * to locations in the input nas. */ + nad = numaCreate(n); + for (i = 0; i < n; i++) { + na2 = numaClipToInterval(na1, i, i + 2 * halfwin); + numaGetMedian(na2, &medval); + numaAddNumber(nad, medval); + numaDestroy(&na2); + } + + numaDestroy(&na1); + return nad; +} + + +/*! + * \brief numaConvertToInt() + * + * \param[in] nas source numa + * \return na with all values rounded to nearest integer, or + * NULL on error + */ +NUMA * +numaConvertToInt(NUMA *nas) +{ +l_int32 i, n, ival; +NUMA *nad; + + PROCNAME("numaConvertToInt"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + + n = numaGetCount(nas); + if ((nad = numaCreate(n)) == NULL) + return (NUMA *)ERROR_PTR("nad not made", procName, NULL); + numaCopyParameters(nad, nas); + for (i = 0; i < n; i++) { + numaGetIValue(nas, i, &ival); + numaAddNumber(nad, ival); + } + return nad; +} + + +/*----------------------------------------------------------------------* + * Histogram generation and statistics * + *----------------------------------------------------------------------*/ +/*! + * \brief numaMakeHistogram() + * + * \param[in] na + * \param[in] maxbins max number of histogram bins + * \param[out] pbinsize size of histogram bins + * \param[out] pbinstart [optional] start val of minimum bin; + * input NULL to force start at 0 + * \return na consisiting of histogram of integerized values, + * or NULL on error. + * + * 
+ * Notes:
+ *      (1) This simple interface is designed for integer data.
+ *          The bins are of integer width and start on integer boundaries,
+ *          so the results on float data will not have high precision.
+ *      (2) Specify the max number of input bins.   Then %binsize,
+ *          the size of bins necessary to accommodate the input data,
+ *          is returned.  It is one of the sequence:
+ *                {1, 2, 5, 10, 20, 50, ...}.
+ *      (3) If &binstart is given, all values are accommodated,
+ *          and the min value of the starting bin is returned.
+ *          Otherwise, all negative values are discarded and
+ *          the histogram bins start at 0.
+ *
+ */ +NUMA * +numaMakeHistogram(NUMA *na, + l_int32 maxbins, + l_int32 *pbinsize, + l_int32 *pbinstart) +{ +l_int32 i, n, ival, hval; +l_int32 iminval, imaxval, range, binsize, nbins, ibin; +l_float32 val, ratio; +NUMA *nai, *nahist; + + PROCNAME("numaMakeHistogram"); + + if (!na) + return (NUMA *)ERROR_PTR("na not defined", procName, NULL); + if (!pbinsize) + return (NUMA *)ERROR_PTR("&binsize not defined", procName, NULL); + + /* Determine input range */ + numaGetMin(na, &val, NULL); + iminval = (l_int32)(val + 0.5); + numaGetMax(na, &val, NULL); + imaxval = (l_int32)(val + 0.5); + if (pbinstart == NULL) { /* clip negative vals; start from 0 */ + iminval = 0; + if (imaxval < 0) + return (NUMA *)ERROR_PTR("all values < 0", procName, NULL); + } + + /* Determine binsize */ + range = imaxval - iminval + 1; + if (range > maxbins - 1) { + ratio = (l_float64)range / (l_float64)maxbins; + binsize = 0; + for (i = 0; i < NBinSizes; i++) { + if (ratio < BinSizeArray[i]) { + binsize = BinSizeArray[i]; + break; + } + } + if (binsize == 0) + return (NUMA *)ERROR_PTR("numbers too large", procName, NULL); + } else { + binsize = 1; + } + *pbinsize = binsize; + nbins = 1 + range / binsize; /* +1 seems to be sufficient */ + + /* Redetermine iminval */ + if (pbinstart && binsize > 1) { + if (iminval >= 0) + iminval = binsize * (iminval / binsize); + else + iminval = binsize * ((iminval - binsize + 1) / binsize); + } + if (pbinstart) + *pbinstart = iminval; + +#if DEBUG_HISTO + fprintf(stderr, " imaxval = %d, range = %d, nbins = %d\n", + imaxval, range, nbins); +#endif /* DEBUG_HISTO */ + + /* Use integerized data for input */ + if ((nai = numaConvertToInt(na)) == NULL) + return (NUMA *)ERROR_PTR("nai not made", procName, NULL); + n = numaGetCount(nai); + + /* Make histogram, converting value in input array + * into a bin number for this histogram array. */ + if ((nahist = numaCreate(nbins)) == NULL) { + numaDestroy(&nai); + return (NUMA *)ERROR_PTR("nahist not made", procName, NULL); + } + numaSetCount(nahist, nbins); + numaSetParameters(nahist, iminval, binsize); + for (i = 0; i < n; i++) { + numaGetIValue(nai, i, &ival); + ibin = (ival - iminval) / binsize; + if (ibin >= 0 && ibin < nbins) { + numaGetIValue(nahist, ibin, &hval); + numaSetValue(nahist, ibin, hval + 1.0); + } + } + + numaDestroy(&nai); + return nahist; +} + + +/*! + * \brief numaMakeHistogramAuto() + * + * \param[in] na numa of floats; these may be integers + * \param[in] maxbins max number of histogram bins; >= 1 + * \return na consisiting of histogram of quantized float values, + * or NULL on error. + * + * 
+ * Notes:
+ *      (1) This simple interface is designed for accurate binning
+ *          of both integer and float data.
+ *      (2) If the array data is integers, and the range of integers
+ *          is smaller than %maxbins, they are binned as they fall,
+ *          with binsize = 1.
+ *      (3) If the range of data, (maxval - minval), is larger than
+ *          %maxbins, or if the data is floats, they are binned into
+ *          exactly %maxbins bins.
+ *      (4) Unlike numaMakeHistogram(), these bins in general have
+ *          non-integer location and width, even for integer data.
+ *
+ */ +NUMA * +numaMakeHistogramAuto(NUMA *na, + l_int32 maxbins) +{ +l_int32 i, n, imin, imax, irange, ibin, ival, allints; +l_float32 minval, maxval, range, binsize, fval; +NUMA *nah; + + PROCNAME("numaMakeHistogramAuto"); + + if (!na) + return (NUMA *)ERROR_PTR("na not defined", procName, NULL); + maxbins = L_MAX(1, maxbins); + + /* Determine input range */ + numaGetMin(na, &minval, NULL); + numaGetMax(na, &maxval, NULL); + + /* Determine if values are all integers */ + n = numaGetCount(na); + numaHasOnlyIntegers(na, maxbins, &allints); + + /* Do simple integer binning if possible */ + if (allints && (maxval - minval < maxbins)) { + imin = (l_int32)minval; + imax = (l_int32)maxval; + irange = imax - imin + 1; + nah = numaCreate(irange); + numaSetCount(nah, irange); /* init */ + numaSetParameters(nah, minval, 1.0); + for (i = 0; i < n; i++) { + numaGetIValue(na, i, &ival); + ibin = ival - imin; + numaGetIValue(nah, ibin, &ival); + numaSetValue(nah, ibin, ival + 1.0); + } + + return nah; + } + + /* Do float binning, even if the data is integers. */ + range = maxval - minval; + binsize = range / (l_float32)maxbins; + if (range == 0.0) { + nah = numaCreate(1); + numaSetParameters(nah, minval, binsize); + numaAddNumber(nah, n); + return nah; + } + nah = numaCreate(maxbins); + numaSetCount(nah, maxbins); + numaSetParameters(nah, minval, binsize); + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &fval); + ibin = (l_int32)((fval - minval) / binsize); + ibin = L_MIN(ibin, maxbins - 1); /* "edge" case; stay in bounds */ + numaGetIValue(nah, ibin, &ival); + numaSetValue(nah, ibin, ival + 1.0); + } + + return nah; +} + + +/*! + * \brief numaMakeHistogramClipped() + * + * \param[in] na + * \param[in] binsize typically 1.0 + * \param[in] maxsize of histogram ordinate + * \return na histogram of bins of size %binsize, starting with + * the na[0] (x = 0.0 and going up to a maximum of + * x = %maxsize, by increments of %binsize), or NULL on error + * + * 
+ * Notes:
+ *      (1) This simple function generates a histogram of values
+ *          from na, discarding all values < 0.0 or greater than
+ *          min(%maxsize, maxval), where maxval is the maximum value in na.
+ *          The histogram data is put in bins of size delx = %binsize,
+ *          starting at x = 0.0.  We use as many bins as are
+ *          needed to hold the data.
+ *
+ */ +NUMA * +numaMakeHistogramClipped(NUMA *na, + l_float32 binsize, + l_float32 maxsize) +{ +l_int32 i, n, nbins, ival, ibin; +l_float32 val, maxval; +NUMA *nad; + + PROCNAME("numaMakeHistogramClipped"); + + if (!na) + return (NUMA *)ERROR_PTR("na not defined", procName, NULL); + if (binsize <= 0.0) + return (NUMA *)ERROR_PTR("binsize must be > 0.0", procName, NULL); + if (binsize > maxsize) + binsize = maxsize; /* just one bin */ + + numaGetMax(na, &maxval, NULL); + n = numaGetCount(na); + maxsize = L_MIN(maxsize, maxval); + nbins = (l_int32)(maxsize / binsize) + 1; + +/* fprintf(stderr, "maxsize = %7.3f, nbins = %d\n", maxsize, nbins); */ + + if ((nad = numaCreate(nbins)) == NULL) + return (NUMA *)ERROR_PTR("nad not made", procName, NULL); + numaSetParameters(nad, 0.0, binsize); + numaSetCount(nad, nbins); /* interpret zeroes in bins as data */ + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + ibin = (l_int32)(val / binsize); + if (ibin >= 0 && ibin < nbins) { + numaGetIValue(nad, ibin, &ival); + numaSetValue(nad, ibin, ival + 1.0); + } + } + + return nad; +} + + +/*! + * \brief numaRebinHistogram() + * + * \param[in] nas input histogram + * \param[in] newsize number of old bins contained in each new bin + * \return nad more coarsely re-binned histogram, or NULL on error + */ +NUMA * +numaRebinHistogram(NUMA *nas, + l_int32 newsize) +{ +l_int32 i, j, ns, nd, index, count, val; +l_float32 start, oldsize; +NUMA *nad; + + PROCNAME("numaRebinHistogram"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (newsize <= 1) + return (NUMA *)ERROR_PTR("newsize must be > 1", procName, NULL); + if ((ns = numaGetCount(nas)) == 0) + return (NUMA *)ERROR_PTR("no bins in nas", procName, NULL); + + nd = (ns + newsize - 1) / newsize; + if ((nad = numaCreate(nd)) == NULL) + return (NUMA *)ERROR_PTR("nad not made", procName, NULL); + numaGetParameters(nad, &start, &oldsize); + numaSetParameters(nad, start, oldsize * newsize); + + for (i = 0; i < nd; i++) { /* new bins */ + count = 0; + index = i * newsize; + for (j = 0; j < newsize; j++) { + if (index < ns) { + numaGetIValue(nas, index, &val); + count += val; + index++; + } + } + numaAddNumber(nad, count); + } + + return nad; +} + + +/*! + * \brief numaNormalizeHistogram() + * + * \param[in] nas input histogram + * \param[in] tsum target sum of all numbers in dest histogram; e.g., use + * %tsum= 1.0 if this represents a probability distribution + * \return nad normalized histogram, or NULL on error + */ +NUMA * +numaNormalizeHistogram(NUMA *nas, + l_float32 tsum) +{ +l_int32 i, ns; +l_float32 sum, factor, fval; +NUMA *nad; + + PROCNAME("numaNormalizeHistogram"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (tsum <= 0.0) + return (NUMA *)ERROR_PTR("tsum must be > 0.0", procName, NULL); + if ((ns = numaGetCount(nas)) == 0) + return (NUMA *)ERROR_PTR("no bins in nas", procName, NULL); + + numaGetSum(nas, &sum); + factor = tsum / sum; + + if ((nad = numaCreate(ns)) == NULL) + return (NUMA *)ERROR_PTR("nad not made", procName, NULL); + numaCopyParameters(nad, nas); + + for (i = 0; i < ns; i++) { + numaGetFValue(nas, i, &fval); + fval *= factor; + numaAddNumber(nad, fval); + } + + return nad; +} + + +/*! + * \brief numaGetStatsUsingHistogram() + * + * \param[in] na an arbitrary set of numbers; not ordered and not + * a histogram + * \param[in] maxbins the maximum number of bins to be allowed in + * the histogram; use an integer larger than the + * largest number in %na for consecutive integer bins + * \param[out] pmin [optional] min value of set + * \param[out] pmax [optional] max value of set + * \param[out] pmean [optional] mean value of set + * \param[out] pvariance [optional] variance + * \param[out] pmedian [optional] median value of set + * \param[in] rank in [0.0 ... 1.0]; median has a rank 0.5; + * ignored if &rval == NULL + * \param[out] prval [optional] value in na corresponding to %rank + * \param[out] phisto [optional] Numa histogram; use NULL to prevent + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a simple interface for gathering statistics
+ *          from a numa, where a histogram is used 'under the covers'
+ *          to avoid sorting if a rank value is requested.  In that case,
+ *          by using a histogram we are trading speed for accuracy, because
+ *          the values in %na are quantized to the center of a set of bins.
+ *      (2) If the median, other rank value, or histogram are not requested,
+ *          the calculation is all performed on the input Numa.
+ *      (3) The variance is the average of the square of the
+ *          difference from the mean.  The median is the value in na
+ *          with rank 0.5.
+ *      (4) There are two situations where this gives rank results with
+ *          accuracy comparable to computing stastics directly on the input
+ *          data, without binning into a histogram:
+ *           (a) the data is integers and the range of data is less than
+ *               %maxbins, and
+ *           (b) the data is floats and the range is small compared to
+ *               %maxbins, so that the binsize is much less than 1.
+ *      (5) If a histogram is used and the numbers in the Numa extend
+ *          over a large range, you can limit the required storage by
+ *          specifying the maximum number of bins in the histogram.
+ *          Use %maxbins == 0 to force the bin size to be 1.
+ *      (6) This optionally returns the median and one arbitrary rank value.
+ *          If you need several rank values, return the histogram and use
+ *               numaHistogramGetValFromRank(nah, rank, &rval)
+ *          multiple times.
+ *
+ */ +l_ok +numaGetStatsUsingHistogram(NUMA *na, + l_int32 maxbins, + l_float32 *pmin, + l_float32 *pmax, + l_float32 *pmean, + l_float32 *pvariance, + l_float32 *pmedian, + l_float32 rank, + l_float32 *prval, + NUMA **phisto) +{ +l_int32 i, n; +l_float32 minval, maxval, fval, mean, sum; +NUMA *nah; + + PROCNAME("numaGetStatsUsingHistogram"); + + if (pmin) *pmin = 0.0; + if (pmax) *pmax = 0.0; + if (pmean) *pmean = 0.0; + if (pvariance) *pvariance = 0.0; + if (pmedian) *pmedian = 0.0; + if (prval) *prval = 0.0; + if (phisto) *phisto = NULL; + if (!na) + return ERROR_INT("na not defined", procName, 1); + if ((n = numaGetCount(na)) == 0) + return ERROR_INT("numa is empty", procName, 1); + + numaGetMin(na, &minval, NULL); + numaGetMax(na, &maxval, NULL); + if (pmin) *pmin = minval; + if (pmax) *pmax = maxval; + if (pmean || pvariance) { + sum = 0.0; + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &fval); + sum += fval; + } + mean = sum / (l_float32)n; + if (pmean) *pmean = mean; + } + if (pvariance) { + sum = 0.0; + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &fval); + sum += fval * fval; + } + *pvariance = sum / (l_float32)n - mean * mean; + } + + if (!pmedian && !prval && !phisto) + return 0; + + nah = numaMakeHistogramAuto(na, maxbins); + if (pmedian) + numaHistogramGetValFromRank(nah, 0.5, pmedian); + if (prval) + numaHistogramGetValFromRank(nah, rank, prval); + if (phisto) + *phisto = nah; + else + numaDestroy(&nah); + return 0; +} + + +/*! + * \brief numaGetHistogramStats() + * + * \param[in] nahisto histogram: y(x(i)), i = 0 ... nbins - 1 + * \param[in] startx x value of first bin: x(0) + * \param[in] deltax x increment between bins; the bin size; x(1) - x(0) + * \param[out] pxmean [optional] mean value of histogram + * \param[out] pxmedian [optional] median value of histogram + * \param[out] pxmode [optional] mode value of histogram: + * xmode = x(imode), where y(xmode) >= y(x(i)) for + * all i != imode + * \param[out] pxvariance [optional] variance of x + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If the histogram represents the relation y(x), the
+ *          computed values that are returned are the x values.
+ *          These are NOT the bucket indices i; they are related to the
+ *          bucket indices by
+ *                x(i) = startx + i * deltax
+ *
+ */ +l_ok +numaGetHistogramStats(NUMA *nahisto, + l_float32 startx, + l_float32 deltax, + l_float32 *pxmean, + l_float32 *pxmedian, + l_float32 *pxmode, + l_float32 *pxvariance) +{ + PROCNAME("numaGetHistogramStats"); + + if (pxmean) *pxmean = 0.0; + if (pxmedian) *pxmedian = 0.0; + if (pxmode) *pxmode = 0.0; + if (pxvariance) *pxvariance = 0.0; + if (!nahisto) + return ERROR_INT("nahisto not defined", procName, 1); + + return numaGetHistogramStatsOnInterval(nahisto, startx, deltax, 0, -1, + pxmean, pxmedian, pxmode, + pxvariance); +} + + +/*! + * \brief numaGetHistogramStatsOnInterval() + * + * \param[in] nahisto histogram: y(x(i)), i = 0 ... nbins - 1 + * \param[in] startx x value of first bin: x(0) + * \param[in] deltax x increment between bins; the bin size; x(1) - x(0) + * \param[in] ifirst first bin to use for collecting stats + * \param[in] ilast last bin for collecting stats; -1 to go to the end + * \param[out] pxmean [optional] mean value of histogram + * \param[out] pxmedian [optional] median value of histogram + * \param[out] pxmode [optional] mode value of histogram: + * xmode = x(imode), where y(xmode) >= y(x(i)) for + * all i != imode + * \param[out] pxvariance [optional] variance of x + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If the histogram represents the relation y(x), the
+ *          computed values that are returned are the x values.
+ *          These are NOT the bucket indices i; they are related to the
+ *          bucket indices by
+ *                x(i) = startx + i * deltax
+ *
+ */ +l_ok +numaGetHistogramStatsOnInterval(NUMA *nahisto, + l_float32 startx, + l_float32 deltax, + l_int32 ifirst, + l_int32 ilast, + l_float32 *pxmean, + l_float32 *pxmedian, + l_float32 *pxmode, + l_float32 *pxvariance) +{ +l_int32 i, n, imax; +l_float32 sum, sumval, halfsum, moment, var, x, y, ymax; + + PROCNAME("numaGetHistogramStatsOnInterval"); + + if (pxmean) *pxmean = 0.0; + if (pxmedian) *pxmedian = 0.0; + if (pxmode) *pxmode = 0.0; + if (pxvariance) *pxvariance = 0.0; + if (!nahisto) + return ERROR_INT("nahisto not defined", procName, 1); + if (!pxmean && !pxmedian && !pxmode && !pxvariance) + return ERROR_INT("nothing to compute", procName, 1); + + n = numaGetCount(nahisto); + ifirst = L_MAX(0, ifirst); + if (ilast < 0) ilast = n - 1; + if (ifirst >= n) + return ERROR_INT("invalid ifirst", procName, 1); + if (ilast >= n) { + L_WARNING("ilast = %d is beyond max index = %d; adjusting\n", + procName, ilast, n - 1); + ilast = n - 1; + } + if (ifirst > ilast) + return ERROR_INT("ifirst > ilast", procName, 1); + for (sum = 0.0, moment = 0.0, var = 0.0, i = ifirst; i <= ilast ; i++) { + x = startx + i * deltax; + numaGetFValue(nahisto, i, &y); + sum += y; + moment += x * y; + var += x * x * y; + } + if (sum == 0.0) { + L_INFO("sum is 0\n", procName); + return 0; + } + + if (pxmean) + *pxmean = moment / sum; + if (pxvariance) + *pxvariance = var / sum - moment * moment / (sum * sum); + + if (pxmedian) { + halfsum = sum / 2.0; + for (sumval = 0.0, i = ifirst; i <= ilast; i++) { + numaGetFValue(nahisto, i, &y); + sumval += y; + if (sumval >= halfsum) { + *pxmedian = startx + i * deltax; + break; + } + } + } + + if (pxmode) { + imax = -1; + ymax = -1.0e10; + for (i = ifirst; i <= ilast; i++) { + numaGetFValue(nahisto, i, &y); + if (y > ymax) { + ymax = y; + imax = i; + } + } + *pxmode = startx + imax * deltax; + } + + return 0; +} + + +/*! + * \brief numaMakeRankFromHistogram() + * + * \param[in] startx xval corresponding to first element in nay + * \param[in] deltax x increment between array elements in nay + * \param[in] nasy input histogram, assumed equally spaced + * \param[in] npts number of points to evaluate rank function + * \param[out] pnax [optional] array of x values in range + * \param[out] pnay rank array of specified npts + * \return 0 if OK, 1 on error + */ +l_ok +numaMakeRankFromHistogram(l_float32 startx, + l_float32 deltax, + NUMA *nasy, + l_int32 npts, + NUMA **pnax, + NUMA **pnay) +{ +l_int32 i, n; +l_float32 sum, fval; +NUMA *nan, *nar; + + PROCNAME("numaMakeRankFromHistogram"); + + if (pnax) *pnax = NULL; + if (!pnay) + return ERROR_INT("&nay not defined", procName, 1); + *pnay = NULL; + if (!nasy) + return ERROR_INT("nasy not defined", procName, 1); + if ((n = numaGetCount(nasy)) == 0) + return ERROR_INT("no bins in nas", procName, 1); + + /* Normalize and generate the rank array corresponding to + * the binned histogram. */ + nan = numaNormalizeHistogram(nasy, 1.0); + nar = numaCreate(n + 1); /* rank numa corresponding to nan */ + sum = 0.0; + numaAddNumber(nar, sum); /* first element is 0.0 */ + for (i = 0; i < n; i++) { + numaGetFValue(nan, i, &fval); + sum += fval; + numaAddNumber(nar, sum); + } + + /* Compute rank array on full range with specified + * number of points and correspondence to x-values. */ + numaInterpolateEqxInterval(startx, deltax, nar, L_LINEAR_INTERP, + startx, startx + n * deltax, npts, + pnax, pnay); + numaDestroy(&nan); + numaDestroy(&nar); + return 0; +} + + +/*! + * \brief numaHistogramGetRankFromVal() + * + * \param[in] na histogram + * \param[in] rval value of input sample for which we want the rank + * \param[out] prank fraction of total samples below rval + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If we think of the histogram as a function y(x), normalized
+ *          to 1, for a given input value of x, this computes the
+ *          rank of x, which is the integral of y(x) from the start
+ *          value of x to the input value.
+ *      (2) This function only makes sense when applied to a Numa that
+ *          is a histogram.  The values in the histogram can be ints and
+ *          floats, and are computed as floats.  The rank is returned
+ *          as a float between 0.0 and 1.0.
+ *      (3) The numa parameters startx and binsize are used to
+ *          compute x from the Numa index i.
+ *
+ */ +l_ok +numaHistogramGetRankFromVal(NUMA *na, + l_float32 rval, + l_float32 *prank) +{ +l_int32 i, ibinval, n; +l_float32 startval, binsize, binval, maxval, fractval, total, sum, val; + + PROCNAME("numaHistogramGetRankFromVal"); + + if (!prank) + return ERROR_INT("prank not defined", procName, 1); + *prank = 0.0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + numaGetParameters(na, &startval, &binsize); + n = numaGetCount(na); + if (rval < startval) + return 0; + maxval = startval + n * binsize; + if (rval > maxval) { + *prank = 1.0; + return 0; + } + + binval = (rval - startval) / binsize; + ibinval = (l_int32)binval; + if (ibinval >= n) { + *prank = 1.0; + return 0; + } + fractval = binval - (l_float32)ibinval; + + sum = 0.0; + for (i = 0; i < ibinval; i++) { + numaGetFValue(na, i, &val); + sum += val; + } + numaGetFValue(na, ibinval, &val); + sum += fractval * val; + numaGetSum(na, &total); + *prank = sum / total; + +/* fprintf(stderr, "binval = %7.3f, rank = %7.3f\n", binval, *prank); */ + + return 0; +} + + +/*! + * \brief numaHistogramGetValFromRank() + * + * \param[in] na histogram + * \param[in] rank fraction of total samples + * \param[out] prval approx. to the bin value + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) If we think of the histogram as a function y(x), this returns
+ *          the value x such that the integral of y(x) from the start
+ *          value to x gives the fraction 'rank' of the integral
+ *          of y(x) over all bins.
+ *      (2) This function only makes sense when applied to a Numa that
+ *          is a histogram.  The values in the histogram can be ints and
+ *          floats, and are computed as floats.  The val is returned
+ *          as a float, even though the buckets are of integer width.
+ *      (3) The numa parameters startx and binsize are used to
+ *          compute x from the Numa index i.
+ *
+ */ +l_ok +numaHistogramGetValFromRank(NUMA *na, + l_float32 rank, + l_float32 *prval) +{ +l_int32 i, n; +l_float32 startval, binsize, rankcount, total, sum, fract, val; + + PROCNAME("numaHistogramGetValFromRank"); + + if (!prval) + return ERROR_INT("prval not defined", procName, 1); + *prval = 0.0; + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (rank < 0.0) { + L_WARNING("rank < 0; setting to 0.0\n", procName); + rank = 0.0; + } + if (rank > 1.0) { + L_WARNING("rank > 1.0; setting to 1.0\n", procName); + rank = 1.0; + } + + n = numaGetCount(na); + numaGetParameters(na, &startval, &binsize); + numaGetSum(na, &total); + rankcount = rank * total; /* count that corresponds to rank */ + sum = 0.0; + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + if (sum + val >= rankcount) + break; + sum += val; + } + if (val <= 0.0) /* can == 0 if rank == 0.0 */ + fract = 0.0; + else /* sum + fract * val = rankcount */ + fract = (rankcount - sum) / val; + + /* The use of the fraction of a bin allows a simple calculation + * for the histogram value at the given rank. */ + *prval = startval + binsize * ((l_float32)i + fract); + +/* fprintf(stderr, "rank = %7.3f, val = %7.3f\n", rank, *prval); */ + + return 0; +} + + +/*! + * \brief numaDiscretizeRankAndIntensity() + * + * \param[in] na normalized histo of probability density vs intensity + * \param[in] nbins number of bins at which the rank is divided + * \param[out] pnarbin [optional] rank bin value vs intensity + * \param[out] pnam [optional] median intensity in a bin vs rank bin + * value, with %nbins of discretized rank values + * \param[out] pnar [optional] rank vs intensity; this is + * a cumulative norm histogram + * \param[out] pnabb [optional] intensity at the right bin boundary + * vs rank bin + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) We are inverting the rank(intensity) function to get
+ *          the intensity(rank) function at %nbins equally spaced
+ *          values of rank between 0.0 and 1.0.  We save integer values
+ *          for the intensity.
+ *      (2) We are using the word "intensity" to describe the type of
+ *          array values, but any array of non-negative numbers will work.
+ *      (3) The output arrays give the following mappings, where the
+ *          input is a normalized histogram of array values:
+ *             array values     -->  rank bin number  (narbin)
+ *             rank bin number  -->  median array value in bin (nam)
+ *             array values     -->  cumulative norm = rank  (nar)
+ *             rank bin number  -->  array value at right bin edge (nabb)
+ *
+ */ +l_ok +numaDiscretizeRankAndIntensity(NUMA *na, + l_int32 nbins, + NUMA **pnarbin, + NUMA **pnam, + NUMA **pnar, + NUMA **pnabb) +{ +NUMA *nar; /* rank value as function of intensity */ +NUMA *nam; /* median intensity in the rank bins */ +NUMA *nabb; /* rank bin right boundaries (in intensity) */ +NUMA *narbin; /* binned rank value as a function of intensity */ +l_int32 i, j, npts, start, midfound, mcount, rightedge; +l_float32 sum, midrank, endrank, val; + + PROCNAME("numaDiscretizeRankAndIntensity"); + + if (pnarbin) *pnarbin = NULL; + if (pnam) *pnam = NULL; + if (pnar) *pnar = NULL; + if (pnabb) *pnabb = NULL; + if (!pnarbin && !pnam && !pnar && !pnabb) + return ERROR_INT("no output requested", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (nbins < 2) + return ERROR_INT("nbins must be > 1", procName, 1); + + /* Get cumulative normalized histogram (rank vs intensity value). + * For a normalized histogram from an 8 bpp grayscale image + * as input, we have 256 bins and 257 points in the + * cumulative (rank) histogram. */ + npts = numaGetCount(na); + if ((nar = numaCreate(npts + 1)) == NULL) + return ERROR_INT("nar not made", procName, 1); + sum = 0.0; + numaAddNumber(nar, sum); /* left side of first bin */ + for (i = 0; i < npts; i++) { + numaGetFValue(na, i, &val); + sum += val; + numaAddNumber(nar, sum); + } + + nam = numaCreate(nbins); + narbin = numaCreate(npts); + nabb = numaCreate(nbins); + if (!nam || !narbin || !nabb) { + numaDestroy(&nar); + numaDestroy(&nam); + numaDestroy(&narbin); + numaDestroy(&nabb); + return ERROR_INT("numa not made", procName, 1); + } + + /* We find the intensity value at the right edge of each of + * the rank bins. We also find the median intensity in the bin, + * where approximately half the samples are lower and half are + * higher. This can be considered as a simple approximation + * for the average intensity in the bin. */ + start = 0; /* index in nar */ + mcount = 0; /* count of median values in rank bins; not to exceed nbins */ + for (i = 0; i < nbins; i++) { + midrank = (l_float32)(i + 0.5) / (l_float32)(nbins); + endrank = (l_float32)(i + 1.0) / (l_float32)(nbins); + endrank = L_MAX(0.0, L_MIN(endrank - 0.001, 1.0)); + midfound = FALSE; + for (j = start; j < npts; j++) { /* scan up for each bin value */ + numaGetFValue(nar, j, &val); + /* Use (j == npts - 1) tests in case all weight is at top end */ + if ((!midfound && val >= midrank) || + (mcount < nbins && j == npts - 1)) { + midfound = TRUE; + numaAddNumber(nam, j); + mcount++; + } + if ((val >= endrank) || (j == npts - 1)) { + numaAddNumber(nabb, j); + if (val == endrank) + start = j; + else + start = j - 1; + break; + } + } + } + numaSetValue(nabb, nbins - 1, npts - 1); /* extend to max */ + + /* Error checking: did we get data in all bins? */ + if (mcount != nbins) + L_WARNING("found data for %d bins; should be %d\n", + procName, mcount, nbins); + + /* Generate LUT that maps from intensity to bin number */ + start = 0; + for (i = 0; i < nbins; i++) { + numaGetIValue(nabb, i, &rightedge); + for (j = start; j < npts; j++) { + if (j <= rightedge) + numaAddNumber(narbin, i); + if (j > rightedge) { + start = j; + break; + } + if (j == npts - 1) { /* we're done */ + start = j + 1; + break; + } + } + } + + if (pnarbin) + *pnarbin = narbin; + else + numaDestroy(&narbin); + if (pnam) + *pnam = nam; + else + numaDestroy(&nam); + if (pnar) + *pnar = nar; + else + numaDestroy(&nar); + if (pnabb) + *pnabb = nabb; + else + numaDestroy(&nabb); + return 0; +} + + +/*! + * \brief numaGetRankBinValues() + * + * \param[in] na an array of values + * \param[in] nbins number of bins at which the rank is divided + * \param[out] pnarbin [optional] rank bin value vs array value + * \param[out] pnam [optional] median intensity in a bin vs rank bin + * value, with %nbins of discretized rank values + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Simple interface for getting a binned rank representation
+ *          of an input array of values.  This returns two mappings:
+ *             array value     -->  rank bin number  (narbin)
+ *             rank bin number -->  median array value in each rank bin (nam)
+ *
+ */ +l_ok +numaGetRankBinValues(NUMA *na, + l_int32 nbins, + NUMA **pnarbin, + NUMA **pnam) +{ +NUMA *nah, *nan; /* histo and normalized histo */ +l_int32 maxbins, discardval; +l_float32 maxval, delx; + + PROCNAME("numaGetRankBinValues"); + + if (pnarbin) *pnarbin = NULL; + if (pnam) *pnam = NULL; + if (!pnarbin && !pnam) + return ERROR_INT("no output requested", procName, 1); + if (!na) + return ERROR_INT("na not defined", procName, 1); + if (numaGetCount(na) == 0) + return ERROR_INT("na is empty", procName, 1); + if (nbins < 2) + return ERROR_INT("nbins must be > 1", procName, 1); + + /* Get normalized histogram */ + numaGetMax(na, &maxval, NULL); + maxbins = L_MIN(100002, (l_int32)maxval + 2); + nah = numaMakeHistogram(na, maxbins, &discardval, NULL); + nan = numaNormalizeHistogram(nah, 1.0); + + /* Warn if there is a scale change. This shouldn't happen + * unless the max value is above 100000. */ + numaGetParameters(nan, NULL, &delx); + if (delx > 1.0) + L_WARNING("scale change: delx = %6.2f\n", procName, delx); + + /* Rank bin the results */ + numaDiscretizeRankAndIntensity(nan, nbins, pnarbin, pnam, NULL, NULL); + numaDestroy(&nah); + numaDestroy(&nan); + return 0; +} + + +/*----------------------------------------------------------------------* + * Splitting a distribution * + *----------------------------------------------------------------------*/ +/*! + * \brief numaSplitDistribution() + * + * \param[in] na histogram + * \param[in] scorefract fraction of the max score, used to determine + * range over which the histogram min is searched + * \param[out] psplitindex [optional] index for splitting + * \param[out] pave1 [optional] average of lower distribution + * \param[out] pave2 [optional] average of upper distribution + * \param[out] pnum1 [optional] population of lower distribution + * \param[out] pnum2 [optional] population of upper distribution + * \param[out] pnascore [optional] for debugging; otherwise use NULL + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This function is intended to be used on a distribution of
+ *          values that represent two sets, such as a histogram of
+ *          pixel values for an image with a fg and bg, and the goal
+ *          is to determine the averages of the two sets and the
+ *          best splitting point.
+ *      (2) The Otsu method finds a split point that divides the distribution
+ *          into two parts by maximizing a score function that is the
+ *          product of two terms:
+ *            (a) the square of the difference of centroids, (ave1 - ave2)^2
+ *            (b) fract1 * (1 - fract1)
+ *          where fract1 is the fraction in the lower distribution.
+ *      (3) This works well for images where the fg and bg are
+ *          each relatively homogeneous and well-separated in color.
+ *          However, if the actual fg and bg sets are very different
+ *          in size, and the bg is highly varied, as can occur in some
+ *          scanned document images, this will bias the split point
+ *          into the larger "bump" (i.e., toward the point where the
+ *          (b) term reaches its maximum of 0.25 at fract1 = 0.5.
+ *          To avoid this, we define a range of values near the
+ *          maximum of the score function, and choose the value within
+ *          this range such that the histogram itself has a minimum value.
+ *          The range is determined by scorefract: we include all abscissa
+ *          values to the left and right of the value that maximizes the
+ *          score, such that the score stays above (1 - scorefract) * maxscore.
+ *          The intuition behind this modification is to try to find
+ *          a split point that both has a high variance score and is
+ *          at or near a minimum in the histogram, so that the histogram
+ *          slope is small at the split point.
+ *      (4) We normalize the score so that if the two distributions
+ *          were of equal size and at opposite ends of the numa, the
+ *          score would be 1.0.
+ *
+ */ +l_ok +numaSplitDistribution(NUMA *na, + l_float32 scorefract, + l_int32 *psplitindex, + l_float32 *pave1, + l_float32 *pave2, + l_float32 *pnum1, + l_float32 *pnum2, + NUMA **pnascore) +{ +l_int32 i, n, bestsplit, minrange, maxrange, maxindex; +l_float32 ave1, ave2, ave1prev, ave2prev; +l_float32 num1, num2, num1prev, num2prev; +l_float32 val, minval, sum, fract1; +l_float32 norm, score, minscore, maxscore; +NUMA *nascore, *naave1, *naave2, *nanum1, *nanum2; + + PROCNAME("numaSplitDistribution"); + + if (psplitindex) *psplitindex = 0; + if (pave1) *pave1 = 0.0; + if (pave2) *pave2 = 0.0; + if (pnum1) *pnum1 = 0.0; + if (pnum2) *pnum2 = 0.0; + if (pnascore) *pnascore = NULL; + if (!na) + return ERROR_INT("na not defined", procName, 1); + + n = numaGetCount(na); + if (n <= 1) + return ERROR_INT("n = 1 in histogram", procName, 1); + numaGetSum(na, &sum); + if (sum <= 0.0) + return ERROR_INT("sum <= 0.0", procName, 1); + norm = 4.0 / ((l_float32)(n - 1) * (n - 1)); + ave1prev = 0.0; + numaGetHistogramStats(na, 0.0, 1.0, &ave2prev, NULL, NULL, NULL); + num1prev = 0.0; + num2prev = sum; + maxindex = n / 2; /* initialize with something */ + + /* Split the histogram with [0 ... i] in the lower part + * and [i+1 ... n-1] in upper part. First, compute an otsu + * score for each possible splitting. */ + if ((nascore = numaCreate(n)) == NULL) + return ERROR_INT("nascore not made", procName, 1); + naave1 = (pave1) ? numaCreate(n) : NULL; + naave2 = (pave2) ? numaCreate(n) : NULL; + nanum1 = (pnum1) ? numaCreate(n) : NULL; + nanum2 = (pnum2) ? numaCreate(n) : NULL; + maxscore = 0.0; + for (i = 0; i < n; i++) { + numaGetFValue(na, i, &val); + num1 = num1prev + val; + if (num1 == 0) + ave1 = ave1prev; + else + ave1 = (num1prev * ave1prev + i * val) / num1; + num2 = num2prev - val; + if (num2 == 0) + ave2 = ave2prev; + else + ave2 = (num2prev * ave2prev - i * val) / num2; + fract1 = num1 / sum; + score = norm * (fract1 * (1 - fract1)) * (ave2 - ave1) * (ave2 - ave1); + numaAddNumber(nascore, score); + if (pave1) numaAddNumber(naave1, ave1); + if (pave2) numaAddNumber(naave2, ave2); + if (pnum1) numaAddNumber(nanum1, num1); + if (pnum2) numaAddNumber(nanum2, num2); + if (score > maxscore) { + maxscore = score; + maxindex = i; + } + num1prev = num1; + num2prev = num2; + ave1prev = ave1; + ave2prev = ave2; + } + + /* Next, for all contiguous scores within a specified fraction + * of the max, choose the split point as the value with the + * minimum in the histogram. */ + minscore = (1. - scorefract) * maxscore; + for (i = maxindex - 1; i >= 0; i--) { + numaGetFValue(nascore, i, &val); + if (val < minscore) + break; + } + minrange = i + 1; + for (i = maxindex + 1; i < n; i++) { + numaGetFValue(nascore, i, &val); + if (val < minscore) + break; + } + maxrange = i - 1; + numaGetFValue(na, minrange, &minval); + bestsplit = minrange; + for (i = minrange + 1; i <= maxrange; i++) { + numaGetFValue(na, i, &val); + if (val < minval) { + minval = val; + bestsplit = i; + } + } + + /* Add one to the bestsplit value to get the threshold value, + * because when we take a threshold, as in pixThresholdToBinary(), + * we always choose the set with values below the threshold. */ + bestsplit = L_MIN(255, bestsplit + 1); + + if (psplitindex) *psplitindex = bestsplit; + if (pave1) numaGetFValue(naave1, bestsplit, pave1); + if (pave2) numaGetFValue(naave2, bestsplit, pave2); + if (pnum1) numaGetFValue(nanum1, bestsplit, pnum1); + if (pnum2) numaGetFValue(nanum2, bestsplit, pnum2); + + if (pnascore) { /* debug mode */ + fprintf(stderr, "minrange = %d, maxrange = %d\n", minrange, maxrange); + fprintf(stderr, "minval = %10.0f\n", minval); + gplotSimple1(nascore, GPLOT_PNG, "/tmp/lept/nascore", + "Score for split distribution"); + *pnascore = nascore; + } else { + numaDestroy(&nascore); + } + + if (pave1) numaDestroy(&naave1); + if (pave2) numaDestroy(&naave2); + if (pnum1) numaDestroy(&nanum1); + if (pnum2) numaDestroy(&nanum2); + return 0; +} + + +/*----------------------------------------------------------------------* + * Comparing histograms * + *----------------------------------------------------------------------*/ +/*! + * \brief grayHistogramsToEMD() + * + * \param[in] naa1, naa2 two numaa, each with one or more 256-element + * histograms + * \param[out] pnad nad of EM distances for each histogram + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *     (1) The two numaas must be the same size and have corresponding
+ *         256-element histograms.  Pairs do not need to be normalized
+ *         to the same sum.
+ *     (2) This is typically used on two sets of histograms from
+ *         corresponding tiles of two images.  The similarity of two
+ *         images can be found with the scoring function used in
+ *         pixCompareGrayByHisto():
+ *             score S = 1.0 - k * D, where
+ *                 k is a constant, say in the range 5-10
+ *                 D = EMD
+ *             for each tile; for multiple tiles, take the Min(S) over
+ *             the set of tiles to be the final score.
+ *
+ */ +l_ok +grayHistogramsToEMD(NUMAA *naa1, + NUMAA *naa2, + NUMA **pnad) +{ +l_int32 i, n, nt; +l_float32 dist; +NUMA *na1, *na2, *nad; + + PROCNAME("grayHistogramsToEMD"); + + if (!pnad) + return ERROR_INT("&nad not defined", procName, 1); + *pnad = NULL; + if (!naa1 || !naa2) + return ERROR_INT("na1 and na2 not both defined", procName, 1); + n = numaaGetCount(naa1); + if (n != numaaGetCount(naa2)) + return ERROR_INT("naa1 and naa2 numa counts differ", procName, 1); + nt = numaaGetNumberCount(naa1); + if (nt != numaaGetNumberCount(naa2)) + return ERROR_INT("naa1 and naa2 number counts differ", procName, 1); + if (256 * n != nt) /* good enough check */ + return ERROR_INT("na sizes must be 256", procName, 1); + + nad = numaCreate(n); + *pnad = nad; + for (i = 0; i < n; i++) { + na1 = numaaGetNuma(naa1, i, L_CLONE); + na2 = numaaGetNuma(naa2, i, L_CLONE); + numaEarthMoverDistance(na1, na2, &dist); + numaAddNumber(nad, dist / 255.); /* normalize to [0.0 - 1.0] */ + numaDestroy(&na1); + numaDestroy(&na2); + } + return 0; +} + + +/*! + * \brief numaEarthMoverDistance() + * + * \param[in] na1, na2 two numas of the same size, typically histograms + * \param[out] pdist earthmover distance + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *     (1) The two numas must have the same size.  They do not need to be
+ *         normalized to the same sum before applying the function.
+ *     (2) For a 1D discrete function, the implementation of the EMD
+ *         is trivial.  Just keep filling or emptying buckets in one numa
+ *         to match the amount in the other, moving sequentially along
+ *         both arrays.
+ *     (3) We divide the sum of the absolute value of everything moved
+ *         (by 1 unit at a time) by the sum of the numa (amount of "earth")
+ *         to get the average distance that the "earth" was moved.
+ *         This is the value returned here.
+ *     (4) The caller can do a further normalization, by the number of
+ *         buckets (minus 1), to get the EM distance as a fraction of
+ *         the maximum possible distance, which is n-1.  This fraction
+ *         is 1.0 for the situation where all the 'earth' in the first
+ *         array is at one end, and all in the second array is at the
+ *         other end.
+ *
+ */ +l_ok +numaEarthMoverDistance(NUMA *na1, + NUMA *na2, + l_float32 *pdist) +{ +l_int32 n, norm, i; +l_float32 sum1, sum2, diff, total; +l_float32 *array1, *array3; +NUMA *na3; + + PROCNAME("numaEarthMoverDistance"); + + if (!pdist) + return ERROR_INT("&dist not defined", procName, 1); + *pdist = 0.0; + if (!na1 || !na2) + return ERROR_INT("na1 and na2 not both defined", procName, 1); + n = numaGetCount(na1); + if (n != numaGetCount(na2)) + return ERROR_INT("na1 and na2 have different size", procName, 1); + + /* Generate na3; normalize to na1 if necessary */ + numaGetSum(na1, &sum1); + numaGetSum(na2, &sum2); + norm = (L_ABS(sum1 - sum2) < 0.00001 * L_ABS(sum1)) ? 1 : 0; + if (!norm) + na3 = numaTransform(na2, 0, sum1 / sum2); + else + na3 = numaCopy(na2); + array1 = numaGetFArray(na1, L_NOCOPY); + array3 = numaGetFArray(na3, L_NOCOPY); + + /* Move earth in n3 from array elements, to match n1 */ + total = 0; + for (i = 1; i < n; i++) { + diff = array1[i - 1] - array3[i - 1]; + array3[i] -= diff; + total += L_ABS(diff); + } + *pdist = total / sum1; + + numaDestroy(&na3); + return 0; +} + + +/*! + * \brief grayInterHistogramStats() + * + * \param[in] naa numaa with two or more 256-element histograms + * \param[in] wc half-width of the smoothing window + * \param[out] pnam [optional] mean values + * \param[out] pnams [optional] mean square values + * \param[out] pnav [optional] variances + * \param[out] pnarv [optional] rms deviations from the mean + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *     (1) The %naa has two or more 256-element numa histograms, which
+ *         are to be compared value-wise at each of the 256 gray levels.
+ *         The result are stats (mean, mean square, variance, root variance)
+ *         aggregated across the set of histograms, and each is output
+ *         as a 256 entry numa.  Think of these histograms as a matrix,
+ *         where each histogram is one row of the array.  The stats are
+ *         then aggregated column-wise, between the histograms.
+ *     (2) These stats are:
+ *            ~ average value:   (nam)
+ *            ~ average squared value:  (nams)
+ *            ~ variance: <(v - )*(v - )> =  - *  (nav)
+ *            ~ square-root of variance: (narv)
+ *         where the brackets < .. > indicate that the average value is
+ *         to be taken over each column of the array.
+ *     (3) The input histograms are optionally smoothed before these
+ *         statistical operations.
+ *     (4) The input histograms are normalized to a sum of 10000.  By
+ *         doing this, the resulting numbers are independent of the
+ *         number of samples used in building the individual histograms.
+ *     (5) A typical application is on a set of histograms from tiles
+ *         of an image, to distinguish between text/tables and photo
+ *         regions.  If the tiles are much larger than the text line
+ *         spacing, text/table regions typically have smaller variance
+ *         across tiles than photo regions.  For this application, it
+ *         may be useful to ignore values near white, which are large for
+ *         text and would magnify the variance due to variations in
+ *         illumination.  However, because the variance of a drawing or
+ *         a light photo can be similar to that of grayscale text, this
+ *         function is only a discriminator between darker photos/drawings
+ *         and light photos/text/line-graphics.
+ *
+ */ +l_ok +grayInterHistogramStats(NUMAA *naa, + l_int32 wc, + NUMA **pnam, + NUMA **pnams, + NUMA **pnav, + NUMA **pnarv) +{ +l_int32 i, j, n, nn; +l_float32 **arrays; +l_float32 mean, var, rvar; +NUMA *na1, *na2, *na3, *na4; + + PROCNAME("grayInterHistogramStats"); + + if (pnam) *pnam = NULL; + if (pnams) *pnams = NULL; + if (pnav) *pnav = NULL; + if (pnarv) *pnarv = NULL; + if (!pnam && !pnams && !pnav && !pnarv) + return ERROR_INT("nothing requested", procName, 1); + if (!naa) + return ERROR_INT("naa not defined", procName, 1); + n = numaaGetCount(naa); + for (i = 0; i < n; i++) { + nn = numaaGetNumaCount(naa, i); + if (nn != 256) { + L_ERROR("%d numbers in numa[%d]\n", procName, nn, i); + return 1; + } + } + + if (pnam) *pnam = numaCreate(256); + if (pnams) *pnams = numaCreate(256); + if (pnav) *pnav = numaCreate(256); + if (pnarv) *pnarv = numaCreate(256); + + /* First, use mean smoothing, normalize each histogram, + * and save all results in a 2D matrix. */ + arrays = (l_float32 **)LEPT_CALLOC(n, sizeof(l_float32 *)); + for (i = 0; i < n; i++) { + na1 = numaaGetNuma(naa, i, L_CLONE); + na2 = numaWindowedMean(na1, wc); + na3 = numaNormalizeHistogram(na2, 10000.); + arrays[i] = numaGetFArray(na3, L_COPY); + numaDestroy(&na1); + numaDestroy(&na2); + numaDestroy(&na3); + } + + /* Get stats between histograms */ + for (j = 0; j < 256; j++) { + na4 = numaCreate(n); + for (i = 0; i < n; i++) { + numaAddNumber(na4, arrays[i][j]); + } + numaSimpleStats(na4, 0, -1, &mean, &var, &rvar); + if (pnam) numaAddNumber(*pnam, mean); + if (pnams) numaAddNumber(*pnams, mean * mean); + if (pnav) numaAddNumber(*pnav, var); + if (pnarv) numaAddNumber(*pnarv, rvar); + numaDestroy(&na4); + } + + for (i = 0; i < n; i++) + LEPT_FREE(arrays[i]); + LEPT_FREE(arrays); + return 0; +} + + +/*----------------------------------------------------------------------* + * Extrema finding * + *----------------------------------------------------------------------*/ +/*! + * \brief numaFindPeaks() + * + * \param[in] nas source numa + * \param[in] nmax max number of peaks to be found + * \param[in] fract1 min fraction of peak value + * \param[in] fract2 min slope + * \return peak na, or NULL on error. + * + * 
+ * Notes:
+ *     (1) The returned na consists of sets of four numbers representing
+ *         the peak, in the following order:
+ *            left edge; peak center; right edge; normalized peak area
+ *
+ */ +NUMA * +numaFindPeaks(NUMA *nas, + l_int32 nmax, + l_float32 fract1, + l_float32 fract2) +{ +l_int32 i, k, n, maxloc, lloc, rloc; +l_float32 fmaxval, sum, total, newtotal, val, lastval; +l_float32 peakfract; +NUMA *na, *napeak; + + PROCNAME("numaFindPeaks"); + + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + n = numaGetCount(nas); + numaGetSum(nas, &total); + + /* We munge this copy */ + if ((na = numaCopy(nas)) == NULL) + return (NUMA *)ERROR_PTR("na not made", procName, NULL); + if ((napeak = numaCreate(4 * nmax)) == NULL) { + numaDestroy(&na); + return (NUMA *)ERROR_PTR("napeak not made", procName, NULL); + } + + for (k = 0; k < nmax; k++) { + numaGetSum(na, &newtotal); + if (newtotal == 0.0) /* sanity check */ + break; + numaGetMax(na, &fmaxval, &maxloc); + sum = fmaxval; + lastval = fmaxval; + lloc = 0; + for (i = maxloc - 1; i >= 0; --i) { + numaGetFValue(na, i, &val); + if (val == 0.0) { + lloc = i + 1; + break; + } + if (val > fract1 * fmaxval) { + sum += val; + lastval = val; + continue; + } + if (lastval - val > fract2 * lastval) { + sum += val; + lastval = val; + continue; + } + lloc = i; + break; + } + lastval = fmaxval; + rloc = n - 1; + for (i = maxloc + 1; i < n; ++i) { + numaGetFValue(na, i, &val); + if (val == 0.0) { + rloc = i - 1; + break; + } + if (val > fract1 * fmaxval) { + sum += val; + lastval = val; + continue; + } + if (lastval - val > fract2 * lastval) { + sum += val; + lastval = val; + continue; + } + rloc = i; + break; + } + peakfract = sum / total; + numaAddNumber(napeak, lloc); + numaAddNumber(napeak, maxloc); + numaAddNumber(napeak, rloc); + numaAddNumber(napeak, peakfract); + + for (i = lloc; i <= rloc; i++) + numaSetValue(na, i, 0.0); + } + + numaDestroy(&na); + return napeak; +} + + +/*! + * \brief numaFindExtrema() + * + * \param[in] nas input values + * \param[in] delta relative amount to resolve peaks and valleys + * \param[out] pnav [optional] values of extrema + * \return nad (locations of extrema, or NULL on error + * + * 
+ * Notes:
+ *      (1) This returns a sequence of extrema (peaks and valleys).
+ *      (2) The algorithm is analogous to that for determining
+ *          mountain peaks.  Suppose we have a local peak, with
+ *          bumps on the side.  Under what conditions can we consider
+ *          those 'bumps' to be actual peaks?  The answer: if the
+ *          bump is separated from the peak by a saddle that is at
+ *          least 500 feet below the bump.
+ *      (3) Operationally, suppose we are looking for a peak.
+ *          We are keeping the largest value we've seen since the
+ *          last valley, and are looking for a value that is delta
+ *          BELOW our current peak.  When we find such a value,
+ *          we label the peak, use the current value to label the
+ *          valley, and then do the same operation in reverse (looking
+ *          for a valley).
+ *
+ */ +NUMA * +numaFindExtrema(NUMA *nas, + l_float32 delta, + NUMA **pnav) +{ +l_int32 i, n, found, loc, direction; +l_float32 startval, val, maxval, minval; +NUMA *nav, *nad; + + PROCNAME("numaFindExtrema"); + + if (pnav) *pnav = NULL; + if (!nas) + return (NUMA *)ERROR_PTR("nas not defined", procName, NULL); + if (delta < 0.0) + return (NUMA *)ERROR_PTR("delta < 0", procName, NULL); + + n = numaGetCount(nas); + nad = numaCreate(0); + nav = NULL; + if (pnav) { + nav = numaCreate(0); + *pnav = nav; + } + + /* We don't know if we'll find a peak or valley first, + * but use the first element of nas as the reference point. + * Break when we deviate by 'delta' from the first point. */ + numaGetFValue(nas, 0, &startval); + found = FALSE; + for (i = 1; i < n; i++) { + numaGetFValue(nas, i, &val); + if (L_ABS(val - startval) >= delta) { + found = TRUE; + break; + } + } + + if (!found) + return nad; /* it's empty */ + + /* Are we looking for a peak or a valley? */ + if (val > startval) { /* peak */ + direction = 1; + maxval = val; + } else { + direction = -1; + minval = val; + } + loc = i; + + /* Sweep through the rest of the array, recording alternating + * peak/valley extrema. */ + for (i = i + 1; i < n; i++) { + numaGetFValue(nas, i, &val); + if (direction == 1 && val > maxval ) { /* new local max */ + maxval = val; + loc = i; + } else if (direction == -1 && val < minval ) { /* new local min */ + minval = val; + loc = i; + } else if (direction == 1 && (maxval - val >= delta)) { + numaAddNumber(nad, loc); /* save the current max location */ + if (nav) numaAddNumber(nav, maxval); + direction = -1; /* reverse: start looking for a min */ + minval = val; + loc = i; /* current min location */ + } else if (direction == -1 && (val - minval >= delta)) { + numaAddNumber(nad, loc); /* save the current min location */ + if (nav) numaAddNumber(nav, minval); + direction = 1; /* reverse: start looking for a max */ + maxval = val; + loc = i; /* current max location */ + } + } + + /* Save the final extremum */ +/* numaAddNumber(nad, loc); */ + return nad; +} + + +/*! + * \brief numaCountReversals() + * + * \param[in] nas input values + * \param[in] minreversal relative amount to resolve peaks and valleys + * \param[out] pnr [optional] number of reversals + * \param[out] prd [optional] reversal density: reversals/length + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) The input numa is can be generated from pixExtractAlongLine().
+ *          If so, the x parameters can be used to find the reversal
+ *          frequency along a line.
+ *      (2) If the input numa was generated from a 1 bpp pix, the
+ *          values will be 0 and 1.  Use %minreversal == 1 to get
+ *          the number of pixel flips.  If the only values are 0 and 1,
+ *          but %minreversal > 1, set the reversal count to 0 and
+ *          issue a warning.
+ *
+ */ +l_ok +numaCountReversals(NUMA *nas, + l_float32 minreversal, + l_int32 *pnr, + l_float32 *prd) +{ +l_int32 i, n, nr, ival, binvals; +l_int32 *ia; +l_float32 fval, delx, len; +NUMA *nat; + + PROCNAME("numaCountReversals"); + + if (pnr) *pnr = 0; + if (prd) *prd = 0.0; + if (!pnr && !prd) + return ERROR_INT("neither &nr nor &rd are defined", procName, 1); + if (!nas) + return ERROR_INT("nas not defined", procName, 1); + if ((n = numaGetCount(nas)) == 0) { + L_INFO("nas is empty\n", procName); + return 0; + } + if (minreversal < 0.0) + return ERROR_INT("minreversal < 0", procName, 1); + + /* Decide if the only values are 0 and 1 */ + binvals = TRUE; + for (i = 0; i < n; i++) { + numaGetFValue(nas, i, &fval); + if (fval != 0.0 && fval != 1.0) { + binvals = FALSE; + break; + } + } + + nr = 0; + if (binvals) { + if (minreversal > 1.0) { + L_WARNING("binary values but minreversal > 1\n", procName); + } else { + ia = numaGetIArray(nas); + ival = ia[0]; + for (i = 1; i < n; i++) { + if (ia[i] != ival) { + nr++; + ival = ia[i]; + } + } + LEPT_FREE(ia); + } + } else { + nat = numaFindExtrema(nas, minreversal, NULL); + nr = numaGetCount(nat); + numaDestroy(&nat); + } + if (pnr) *pnr = nr; + if (prd) { + numaGetParameters(nas, NULL, &delx); + len = delx * n; + *prd = (l_float32)nr / len; + } + + return 0; +} + + +/*----------------------------------------------------------------------* + * Threshold crossings and frequency analysis * + *----------------------------------------------------------------------*/ +/*! + * \brief numaSelectCrossingThreshold() + * + * \param[in] nax [optional] numa of abscissa values; can be NULL + * \param[in] nay signal + * \param[in] estthresh estimated pixel threshold for crossing: + * e.g., for images, white <--> black; typ. ~120 + * \param[out] pbestthresh robust estimate of threshold to use + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *     (1) When a valid threshold is used, the number of crossings is
+ *         a maximum, because none are missed.  If no threshold intersects
+ *         all the crossings, the crossings must be determined with
+ *         numaCrossingsByPeaks().
+ *     (2) %estthresh is an input estimate of the threshold that should
+ *         be used.  We compute the crossings with 41 thresholds
+ *         (20 below and 20 above).  There is a range in which the
+ *         number of crossings is a maximum.  Return a threshold
+ *         in the center of this stable plateau of crossings.
+ *         This can then be used with numaCrossingsByThreshold()
+ *         to get a good estimate of crossing locations.
+ *
+ */ +l_ok +numaSelectCrossingThreshold(NUMA *nax, + NUMA *nay, + l_float32 estthresh, + l_float32 *pbestthresh) +{ +l_int32 i, inrun, istart, iend, maxstart, maxend, runlen, maxrunlen; +l_int32 val, maxval, nmax, count; +l_float32 thresh, fmaxval, fmodeval; +NUMA *nat, *nac; + + PROCNAME("numaSelectCrossingThreshold"); + + if (!pbestthresh) + return ERROR_INT("&bestthresh not defined", procName, 1); + *pbestthresh = 0.0; + if (!nay) + return ERROR_INT("nay not defined", procName, 1); + + /* Compute the number of crossings for different thresholds */ + nat = numaCreate(41); + for (i = 0; i < 41; i++) { + thresh = estthresh - 80.0 + 4.0 * i; + nac = numaCrossingsByThreshold(nax, nay, thresh); + numaAddNumber(nat, numaGetCount(nac)); + numaDestroy(&nac); + } + + /* Find the center of the plateau of max crossings, which + * extends from thresh[istart] to thresh[iend]. */ + numaGetMax(nat, &fmaxval, NULL); + maxval = (l_int32)fmaxval; + nmax = 0; + for (i = 0; i < 41; i++) { + numaGetIValue(nat, i, &val); + if (val == maxval) + nmax++; + } + if (nmax < 3) { /* likely accidental max; try the mode */ + numaGetMode(nat, &fmodeval, &count); + if (count > nmax && fmodeval > 0.5 * fmaxval) + maxval = (l_int32)fmodeval; /* use the mode */ + } + + inrun = FALSE; + iend = 40; + maxrunlen = 0, maxstart = 0, maxend = 0; + for (i = 0; i < 41; i++) { + numaGetIValue(nat, i, &val); + if (val == maxval) { + if (!inrun) { + istart = i; + inrun = TRUE; + } + continue; + } + if (inrun && (val != maxval)) { + iend = i - 1; + runlen = iend - istart + 1; + inrun = FALSE; + if (runlen > maxrunlen) { + maxstart = istart; + maxend = iend; + maxrunlen = runlen; + } + } + } + if (inrun) { + runlen = i - istart; + if (runlen > maxrunlen) { + maxstart = istart; + maxend = i - 1; + maxrunlen = runlen; + } + } + + *pbestthresh = estthresh - 80.0 + 2.0 * (l_float32)(maxstart + maxend); + +#if DEBUG_CROSSINGS + fprintf(stderr, "\nCrossings attain a maximum at %d thresholds, between:\n" + " thresh[%d] = %5.1f and thresh[%d] = %5.1f\n", + nmax, maxstart, estthresh - 80.0 + 4.0 * maxstart, + maxend, estthresh - 80.0 + 4.0 * maxend); + fprintf(stderr, "The best choice: %5.1f\n", *pbestthresh); + fprintf(stderr, "Number of crossings at the 41 thresholds:"); + numaWriteStream(stderr, nat); +#endif /* DEBUG_CROSSINGS */ + + numaDestroy(&nat); + return 0; +} + + +/*! + * \brief numaCrossingsByThreshold() + * + * \param[in] nax [optional] numa of abscissa values; can be NULL + * \param[in] nay numa of ordinate values, corresponding to nax + * \param[in] thresh threshold value for nay + * \return nad abscissa pts at threshold, or NULL on error + * + * 
+ * Notes:
+ *      (1) If nax == NULL, we use startx and delx from nay to compute
+ *          the crossing values in nad.
+ *
+ */ +NUMA * +numaCrossingsByThreshold(NUMA *nax, + NUMA *nay, + l_float32 thresh) +{ +l_int32 i, n; +l_float32 startx, delx; +l_float32 xval1, xval2, yval1, yval2, delta1, delta2, crossval, fract; +NUMA *nad; + + PROCNAME("numaCrossingsByThreshold"); + + if (!nay) + return (NUMA *)ERROR_PTR("nay not defined", procName, NULL); + n = numaGetCount(nay); + + if (nax && (numaGetCount(nax) != n)) + return (NUMA *)ERROR_PTR("nax and nay sizes differ", procName, NULL); + + nad = numaCreate(0); + numaGetFValue(nay, 0, &yval1); + numaGetParameters(nay, &startx, &delx); + if (nax) + numaGetFValue(nax, 0, &xval1); + else + xval1 = startx; + for (i = 1; i < n; i++) { + numaGetFValue(nay, i, &yval2); + if (nax) + numaGetFValue(nax, i, &xval2); + else + xval2 = startx + i * delx; + delta1 = yval1 - thresh; + delta2 = yval2 - thresh; + if (delta1 == 0.0) { + numaAddNumber(nad, xval1); + } else if (delta2 == 0.0) { + numaAddNumber(nad, xval2); + } else if (delta1 * delta2 < 0.0) { /* crossing */ + fract = L_ABS(delta1) / L_ABS(yval1 - yval2); + crossval = xval1 + fract * (xval2 - xval1); + numaAddNumber(nad, crossval); + } + xval1 = xval2; + yval1 = yval2; + } + + return nad; +} + + +/*! + * \brief numaCrossingsByPeaks() + * + * \param[in] nax [optional] numa of abscissa values + * \param[in] nay numa of ordinate values, corresponding to nax + * \param[in] delta parameter used to identify when a new peak can be found + * \return nad abscissa pts at threshold, or NULL on error + * + * 
+ * Notes:
+ *      (1) If nax == NULL, we use startx and delx from nay to compute
+ *          the crossing values in nad.
+ *
+ */ +NUMA * +numaCrossingsByPeaks(NUMA *nax, + NUMA *nay, + l_float32 delta) +{ +l_int32 i, j, n, np, previndex, curindex; +l_float32 startx, delx; +l_float32 xval1, xval2, yval1, yval2, delta1, delta2; +l_float32 prevval, curval, thresh, crossval, fract; +NUMA *nap, *nad; + + PROCNAME("numaCrossingsByPeaks"); + + if (!nay) + return (NUMA *)ERROR_PTR("nay not defined", procName, NULL); + + n = numaGetCount(nay); + if (nax && (numaGetCount(nax) != n)) + return (NUMA *)ERROR_PTR("nax and nay sizes differ", procName, NULL); + + /* Find the extrema. Also add last point in nay to get + * the last transition (from the last peak to the end). + * The number of crossings is 1 more than the number of extrema. */ + nap = numaFindExtrema(nay, delta, NULL); + numaAddNumber(nap, n - 1); + np = numaGetCount(nap); + L_INFO("Number of crossings: %d\n", procName, np); + + /* Do all computation in index units of nax or the delx of nay */ + nad = numaCreate(np); /* output crossing locations, in nax units */ + previndex = 0; /* prime the search with 1st point */ + numaGetFValue(nay, 0, &prevval); /* prime the search with 1st point */ + numaGetParameters(nay, &startx, &delx); + for (i = 0; i < np; i++) { + numaGetIValue(nap, i, &curindex); + numaGetFValue(nay, curindex, &curval); + thresh = (prevval + curval) / 2.0; + if (nax) + numaGetFValue(nax, previndex, &xval1); + else + xval1 = startx + previndex * delx; + numaGetFValue(nay, previndex, &yval1); + for (j = previndex + 1; j <= curindex; j++) { + if (nax) + numaGetFValue(nax, j, &xval2); + else + xval2 = startx + j * delx; + numaGetFValue(nay, j, &yval2); + delta1 = yval1 - thresh; + delta2 = yval2 - thresh; + if (delta1 == 0.0) { + numaAddNumber(nad, xval1); + break; + } else if (delta2 == 0.0) { + numaAddNumber(nad, xval2); + break; + } else if (delta1 * delta2 < 0.0) { /* crossing */ + fract = L_ABS(delta1) / L_ABS(yval1 - yval2); + crossval = xval1 + fract * (xval2 - xval1); + numaAddNumber(nad, crossval); + break; + } + xval1 = xval2; + yval1 = yval2; + } + previndex = curindex; + prevval = curval; + } + + numaDestroy(&nap); + return nad; +} + + +/*! + * \brief numaEvalBestHaarParameters() + * + * \param[in] nas numa of non-negative signal values + * \param[in] relweight relative weight of (-1 comb) / (+1 comb) + * contributions to the 'convolution'. In effect, + * the convolution kernel is a comb consisting of + * alternating +1 and -weight. + * \param[in] nwidth number of widths to consider + * \param[in] nshift number of shifts to consider for each width + * \param[in] minwidth smallest width to consider + * \param[in] maxwidth largest width to consider + * \param[out] pbestwidth width giving largest score + * \param[out] pbestshift shift giving largest score + * \param[out] pbestscore [optional] convolution with "Haar"-like comb + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This does a linear sweep of widths, evaluating at %nshift
+ *          shifts for each width, computing the score from a convolution
+ *          with a long comb, and finding the (width, shift) pair that
+ *          gives the maximum score.  The best width is the "half-wavelength"
+ *          of the signal.
+ *      (2) The convolving function is a comb of alternating values
+ *          +1 and -1 * relweight, separated by the width and phased by
+ *          the shift.  This is similar to a Haar transform, except
+ *          there the convolution is performed with a square wave.
+ *      (3) The function is useful for finding the line spacing
+ *          and strength of line signal from pixel sum projections.
+ *      (4) The score is normalized to the size of nas divided by
+ *          the number of half-widths.  For image applications, the input is
+ *          typically an array of pixel projections, so one should
+ *          normalize by dividing the score by the image width in the
+ *          pixel projection direction.
+ *
+ */ +l_ok +numaEvalBestHaarParameters(NUMA *nas, + l_float32 relweight, + l_int32 nwidth, + l_int32 nshift, + l_float32 minwidth, + l_float32 maxwidth, + l_float32 *pbestwidth, + l_float32 *pbestshift, + l_float32 *pbestscore) +{ +l_int32 i, j; +l_float32 delwidth, delshift, width, shift, score; +l_float32 bestwidth, bestshift, bestscore; + + PROCNAME("numaEvalBestHaarParameters"); + + if (pbestscore) *pbestscore = 0.0; + if (pbestwidth) *pbestwidth = 0.0; + if (pbestshift) *pbestshift = 0.0; + if (!pbestwidth || !pbestshift) + return ERROR_INT("&bestwidth and &bestshift not defined", procName, 1); + if (!nas) + return ERROR_INT("nas not defined", procName, 1); + + bestscore = bestwidth = bestshift = 0.0; + delwidth = (maxwidth - minwidth) / (nwidth - 1.0); + for (i = 0; i < nwidth; i++) { + width = minwidth + delwidth * i; + delshift = width / (l_float32)(nshift); + for (j = 0; j < nshift; j++) { + shift = j * delshift; + numaEvalHaarSum(nas, width, shift, relweight, &score); + if (score > bestscore) { + bestscore = score; + bestwidth = width; + bestshift = shift; +#if DEBUG_FREQUENCY + fprintf(stderr, "width = %7.3f, shift = %7.3f, score = %7.3f\n", + width, shift, score); +#endif /* DEBUG_FREQUENCY */ + } + } + } + + *pbestwidth = bestwidth; + *pbestshift = bestshift; + if (pbestscore) + *pbestscore = bestscore; + return 0; +} + + +/*! + * \brief numaEvalHaarSum() + * + * \param[in] nas numa of non-negative signal values + * \param[in] width distance between +1 and -1 in convolution comb + * \param[in] shift phase of the comb: location of first +1 + * \param[in] relweight relative weight of (-1 comb) / (+1 comb) + * contributions to the 'convolution'. In effect, + * the convolution kernel is a comb consisting of + * alternating +1 and -weight. + * \param[out] pscore convolution with "Haar"-like comb + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This does a convolution with a comb of alternating values
+ *          +1 and -relweight, separated by the width and phased by the shift.
+ *          This is similar to a Haar transform, except that for Haar,
+ *            (1) the convolution kernel is symmetric about 0, so the
+ *                relweight is 1.0, and
+ *            (2) the convolution is performed with a square wave.
+ *      (2) The score is normalized to the size of nas divided by
+ *          twice the "width".  For image applications, the input is
+ *          typically an array of pixel projections, so one should
+ *          normalize by dividing the score by the image width in the
+ *          pixel projection direction.
+ *      (3) To get a Haar-like result, use relweight = 1.0.  For detecting
+ *          signals where you expect every other sample to be close to
+ *          zero, as with barcodes or filtered text lines, you can
+ *          use relweight > 1.0.
+ *
+ */ +l_ok +numaEvalHaarSum(NUMA *nas, + l_float32 width, + l_float32 shift, + l_float32 relweight, + l_float32 *pscore) +{ +l_int32 i, n, nsamp, index; +l_float32 score, weight, val; + + PROCNAME("numaEvalHaarSum"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = 0.0; + if (!nas) + return ERROR_INT("nas not defined", procName, 1); + if ((n = numaGetCount(nas)) < 2 * width) + return ERROR_INT("nas size too small", procName, 1); + + score = 0.0; + nsamp = (l_int32)((n - shift) / width); + for (i = 0; i < nsamp; i++) { + index = (l_int32)(shift + i * width); + weight = (i % 2) ? 1.0 : -1.0 * relweight; + numaGetFValue(nas, index, &val); + score += weight * val; + } + + *pscore = 2.0 * width * score / (l_float32)n; + return 0; +} + + +/*----------------------------------------------------------------------* + * Generating numbers in a range under constraints * + *----------------------------------------------------------------------*/ +/*! + * \brief genConstrainedNumaInRange() + * + * \param[in] first first number to choose; >= 0 + * \param[in] last biggest possible number to reach; >= first + * \param[in] nmax maximum number of numbers to select; > 0 + * \param[in] use_pairs 1 = select pairs of adjacent numbers; + * 0 = select individual numbers + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *     (1) Selection is made uniformly in the range.  This can be used
+ *         to select pages distributed as uniformly as possible
+ *         through a book, where you are constrained to:
+ *          ~ choose between [first, ... biggest],
+ *          ~ choose no more than nmax numbers, and
+ *         and you have the option of requiring pairs of adjacent numbers.
+ *
+ */ +NUMA * +genConstrainedNumaInRange(l_int32 first, + l_int32 last, + l_int32 nmax, + l_int32 use_pairs) +{ +l_int32 i, nsets, val; +l_float32 delta; +NUMA *na; + + PROCNAME("genConstrainedNumaInRange"); + + first = L_MAX(0, first); + if (last < first) + return (NUMA *)ERROR_PTR("last < first!", procName, NULL); + if (nmax < 1) + return (NUMA *)ERROR_PTR("nmax < 1!", procName, NULL); + + nsets = L_MIN(nmax, last - first + 1); + if (use_pairs == 1) + nsets = nsets / 2; + if (nsets == 0) + return (NUMA *)ERROR_PTR("nsets == 0", procName, NULL); + + /* Select delta so that selection covers the full range if possible */ + if (nsets == 1) { + delta = 0.0; + } else { + if (use_pairs == 0) + delta = (l_float32)(last - first) / (nsets - 1); + else + delta = (l_float32)(last - first - 1) / (nsets - 1); + } + + na = numaCreate(nsets); + for (i = 0; i < nsets; i++) { + val = (l_int32)(first + i * delta + 0.5); + numaAddNumber(na, val); + if (use_pairs == 1) + numaAddNumber(na, val + 1); + } + + return na; +} diff --git a/3rdparty/hgOCR/leptonica/pageseg.c b/3rdparty/hgOCR/leptonica/pageseg.c new file mode 100644 index 00000000..43164507 --- /dev/null +++ b/3rdparty/hgOCR/leptonica/pageseg.c @@ -0,0 +1,2360 @@ +/*====================================================================* + - Copyright (C) 2001 Leptonica. All rights reserved. + - + - Redistribution and use in source and binary forms, with or without + - modification, are permitted provided that the following conditions + - are met: + - 1. Redistributions of source code must retain the above copyright + - notice, this list of conditions and the following disclaimer. + - 2. Redistributions in binary form must reproduce the above + - copyright notice, this list of conditions and the following + - disclaimer in the documentation and/or other materials + - provided with the distribution. + - + - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY + - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS + - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + *====================================================================*/ + +/*! + * \file pageseg.c + * 
+ *
+ *      Top level page segmentation
+ *          l_int32   pixGetRegionsBinary()
+ *
+ *      Halftone region extraction
+ *          PIX      *pixGenHalftoneMask()    **Deprecated wrapper**
+ *          PIX      *pixGenerateHalftoneMask()
+ *
+ *      Textline extraction
+ *          PIX      *pixGenTextlineMask()
+ *
+ *      Textblock extraction
+ *          PIX      *pixGenTextblockMask()
+ *
+ *      Location of page foreground
+ *          PIX      *pixFindPageForeground()
+ *
+ *      Extraction of characters from image with only text
+ *          l_int32   pixSplitIntoCharacters()
+ *          BOXA     *pixSplitComponentWithProfile()
+ *
+ *      Extraction of lines of text
+ *          PIXA     *pixExtractTextlines()
+ *          PIXA     *pixExtractRawTextlines()
+ *
+ *      How many text columns
+ *          l_int32   pixCountTextColumns()
+ *
+ *      Decision: text vs photo
+ *          l_int32   pixDecideIfText()
+ *          l_int32   pixFindThreshFgExtent()
+ *
+ *      Decision: table vs text
+ *          l_int32   pixDecideIfTable()
+ *          Pix      *pixPrepare1bpp()
+ *
+ *      Estimate the grayscale background value
+ *          l_int32   pixEstimateBackground()
+ *
+ *      Largest white or black rectangles in an image
+ *          l_int32   pixFindLargeRectangles()
+ *          l_int32   pixFindLargestRectangle()
+ *
+ *      Generate rectangle inside connected component
+ *          BOX      *pixFindRectangleInCC()
+ *
+ */ + +#include "allheaders.h" +#include "math.h" + + /* These functions are not intended to work on very low-res images */ +static const l_int32 MinWidth = 100; +static const l_int32 MinHeight = 100; + +/*------------------------------------------------------------------* + * Top level page segmentation * + *------------------------------------------------------------------*/ +/*! + * \brief pixGetRegionsBinary() + * + * \param[in] pixs 1 bpp, assumed to be 300 to 400 ppi + * \param[out] ppixhm [optional] halftone mask + * \param[out] ppixtm [optional] textline mask + * \param[out] ppixtb [optional] textblock mask + * \param[in] pixadb input for collecting debug pix; use NULL to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) It is best to deskew the image before segmenting.
+ *      (2) Passing in %pixadb enables debug output.
+ *
+ */ +l_ok +pixGetRegionsBinary(PIX *pixs, + PIX **ppixhm, + PIX **ppixtm, + PIX **ppixtb, + PIXA *pixadb) +{ +l_int32 w, h, htfound, tlfound; +PIX *pixr, *pix1, *pix2; +PIX *pixtext; /* text pixels only */ +PIX *pixhm2; /* halftone mask; 2x reduction */ +PIX *pixhm; /* halftone mask; */ +PIX *pixtm2; /* textline mask; 2x reduction */ +PIX *pixtm; /* textline mask */ +PIX *pixvws; /* vertical white space mask */ +PIX *pixtb2; /* textblock mask; 2x reduction */ +PIX *pixtbf2; /* textblock mask; 2x reduction; small comps filtered */ +PIX *pixtb; /* textblock mask */ + + PROCNAME("pixGetRegionsBinary"); + + if (ppixhm) *ppixhm = NULL; + if (ppixtm) *ppixtm = NULL; + if (ppixtb) *ppixtb = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs undefined or not 1 bpp", procName, 1); + pixGetDimensions(pixs, &w, &h, NULL); + if (w < MinWidth || h < MinHeight) { + L_ERROR("pix too small: w = %d, h = %d\n", procName, w, h); + return 1; + } + + /* 2x reduce, to 150 -200 ppi */ + pixr = pixReduceRankBinaryCascade(pixs, 1, 0, 0, 0); + if (pixadb) pixaAddPix(pixadb, pixr, L_COPY); + + /* Get the halftone mask */ + pixhm2 = pixGenerateHalftoneMask(pixr, &pixtext, &htfound, pixadb); + + /* Get the textline mask from the text pixels */ + pixtm2 = pixGenTextlineMask(pixtext, &pixvws, &tlfound, pixadb); + + /* Get the textblock mask from the textline mask */ + pixtb2 = pixGenTextblockMask(pixtm2, pixvws, pixadb); + pixDestroy(&pixr); + pixDestroy(&pixtext); + pixDestroy(&pixvws); + + /* Remove small components from the mask, where a small + * component is defined as one with both width and height < 60 */ + pixtbf2 = NULL; + if (pixtb2) { + pixtbf2 = pixSelectBySize(pixtb2, 60, 60, 4, L_SELECT_IF_EITHER, + L_SELECT_IF_GTE, NULL); + pixDestroy(&pixtb2); + if (pixadb) pixaAddPix(pixadb, pixtbf2, L_COPY); + } + + /* Expand all masks to full resolution, and do filling or + * small dilations for better coverage. */ + pixhm = pixExpandReplicate(pixhm2, 2); + pix1 = pixSeedfillBinary(NULL, pixhm, pixs, 8); + pixOr(pixhm, pixhm, pix1); + pixDestroy(&pixhm2); + pixDestroy(&pix1); + if (pixadb) pixaAddPix(pixadb, pixhm, L_COPY); + + pix1 = pixExpandReplicate(pixtm2, 2); + pixtm = pixDilateBrick(NULL, pix1, 3, 3); + pixDestroy(&pixtm2); + pixDestroy(&pix1); + if (pixadb) pixaAddPix(pixadb, pixtm, L_COPY); + + if (pixtbf2) { + pix1 = pixExpandReplicate(pixtbf2, 2); + pixtb = pixDilateBrick(NULL, pix1, 3, 3); + pixDestroy(&pixtbf2); + pixDestroy(&pix1); + if (pixadb) pixaAddPix(pixadb, pixtb, L_COPY); + } else { + pixtb = pixCreateTemplate(pixs); /* empty mask */ + } + + /* Debug: identify objects that are neither text nor halftone image */ + if (pixadb) { + pix1 = pixSubtract(NULL, pixs, pixtm); /* remove text pixels */ + pix2 = pixSubtract(NULL, pix1, pixhm); /* remove halftone pixels */ + pixaAddPix(pixadb, pix2, L_INSERT); + pixDestroy(&pix1); + } + + /* Debug: display textline components with random colors */ + if (pixadb) { + l_int32 w, h; + BOXA *boxa; + PIXA *pixa; + boxa = pixConnComp(pixtm, &pixa, 8); + pixGetDimensions(pixtm, &w, &h, NULL); + pix1 = pixaDisplayRandomCmap(pixa, w, h); + pixcmapResetColor(pixGetColormap(pix1), 0, 255, 255, 255); + pixaAddPix(pixadb, pix1, L_INSERT); + pixaDestroy(&pixa); + boxaDestroy(&boxa); + } + + /* Debug: identify the outlines of each textblock */ + if (pixadb) { + PIXCMAP *cmap; + PTAA *ptaa; + ptaa = pixGetOuterBordersPtaa(pixtb); + lept_mkdir("lept/pageseg"); + ptaaWriteDebug("/tmp/lept/pageseg/tb_outlines.ptaa", ptaa, 1); + pix1 = pixRenderRandomCmapPtaa(pixtb, ptaa, 1, 16, 1); + cmap = pixGetColormap(pix1); + pixcmapResetColor(cmap, 0, 130, 130, 130); + pixaAddPix(pixadb, pix1, L_INSERT); + ptaaDestroy(&ptaa); + } + + /* Debug: get b.b. for all mask components */ + if (pixadb) { + BOXA *bahm, *batm, *batb; + bahm = pixConnComp(pixhm, NULL, 4); + batm = pixConnComp(pixtm, NULL, 4); + batb = pixConnComp(pixtb, NULL, 4); + boxaWriteDebug("/tmp/lept/pageseg/htmask.boxa", bahm); + boxaWriteDebug("/tmp/lept/pageseg/textmask.boxa", batm); + boxaWriteDebug("/tmp/lept/pageseg/textblock.boxa", batb); + boxaDestroy(&bahm); + boxaDestroy(&batm); + boxaDestroy(&batb); + } + if (pixadb) { + pixaConvertToPdf(pixadb, 0, 1.0, 0, 0, "Debug page segmentation", + "/tmp/lept/pageseg/debug.pdf"); + L_INFO("Writing debug pdf to /tmp/lept/pageseg/debug.pdf\n", procName); + } + + if (ppixhm) + *ppixhm = pixhm; + else + pixDestroy(&pixhm); + if (ppixtm) + *ppixtm = pixtm; + else + pixDestroy(&pixtm); + if (ppixtb) + *ppixtb = pixtb; + else + pixDestroy(&pixtb); + + return 0; +} + + +/*------------------------------------------------------------------* + * Halftone region extraction * + *------------------------------------------------------------------*/ +/*! + * \brief pixGenHalftoneMask() + * + * 
+ * Deprecated:
+ *   This wrapper avoids an ABI change with tesseract 3.0.4.
+ *   It should be removed when we no longer need to support 3.0.4.
+ *   The debug parameter is ignored (assumed 0).
+ *
+ */ +PIX * +pixGenHalftoneMask(PIX *pixs, + PIX **ppixtext, + l_int32 *phtfound, + l_int32 debug) +{ + return pixGenerateHalftoneMask(pixs, ppixtext, phtfound, NULL); +} + + +/*! + * \brief pixGenerateHalftoneMask() + * + * \param[in] pixs 1 bpp, assumed to be 150 to 200 ppi + * \param[out] ppixtext [optional] text part of pixs + * \param[out] phtfound [optional] 1 if the mask is not empty + * \param[in] pixadb input for collecting debug pix; use NULL to skip + * \return pixd halftone mask, or NULL on error + * + * 
+ * Notes:
+ *      (1) This is not intended to work on small thumbnails.  The
+ *          dimensions of pixs must be at least MinWidth x MinHeight.
+ *
+ */ +PIX * +pixGenerateHalftoneMask(PIX *pixs, + PIX **ppixtext, + l_int32 *phtfound, + PIXA *pixadb) +{ +l_int32 w, h, empty; +PIX *pix1, *pix2, *pixhs, *pixhm, *pixd; + + PROCNAME("pixGenerateHalftoneMask"); + + if (ppixtext) *ppixtext = NULL; + if (phtfound) *phtfound = 0; + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (w < MinWidth || h < MinHeight) { + L_ERROR("pix too small: w = %d, h = %d\n", procName, w, h); + return NULL; + } + + /* Compute seed for halftone parts at 8x reduction */ + pix1 = pixReduceRankBinaryCascade(pixs, 4, 4, 3, 0); + pix2 = pixOpenBrick(NULL, pix1, 5, 5); + pixhs = pixExpandReplicate(pix2, 8); /* back to 2x reduction */ + pixDestroy(&pix1); + pixDestroy(&pix2); + if (pixadb) pixaAddPix(pixadb, pixhs, L_COPY); + + /* Compute mask for connected regions */ + pixhm = pixCloseSafeBrick(NULL, pixs, 4, 4); + if (pixadb) pixaAddPix(pixadb, pixhm, L_COPY); + + /* Fill seed into mask to get halftone mask */ + pixd = pixSeedfillBinary(NULL, pixhs, pixhm, 4); + +#if 0 + /* Moderate opening to remove thin lines, etc. */ + pixOpenBrick(pixd, pixd, 10, 10); +#endif + + /* Check if mask is empty */ + pixZero(pixd, &empty); + if (phtfound && !empty) + *phtfound = 1; + + /* Optionally, get all pixels that are not under the halftone mask */ + if (ppixtext) { + if (empty) + *ppixtext = pixCopy(NULL, pixs); + else + *ppixtext = pixSubtract(NULL, pixs, pixd); + if (pixadb) pixaAddPix(pixadb, *ppixtext, L_COPY); + } + + pixDestroy(&pixhs); + pixDestroy(&pixhm); + return pixd; +} + + +/*------------------------------------------------------------------* + * Textline extraction * + *------------------------------------------------------------------*/ +/*! + * \brief pixGenTextlineMask() + * + * \param[in] pixs 1 bpp, assumed to be 150 to 200 ppi + * \param[out] ppixvws vertical whitespace mask + * \param[out] ptlfound [optional] 1 if the mask is not empty + * \param[in] pixadb input for collecting debug pix; use NULL to skip + * \return pixd textline mask, or NULL on error + * + * 
+ * Notes:
+ *      (1) The input pixs should be deskewed.
+ *      (2) pixs should have no halftone pixels.
+ *      (3) This is not intended to work on small thumbnails.  The
+ *          dimensions of pixs must be at least MinWidth x MinHeight.
+ *      (4) Both the input image and the returned textline mask
+ *          are at the same resolution.
+ *
+ */ +PIX * +pixGenTextlineMask(PIX *pixs, + PIX **ppixvws, + l_int32 *ptlfound, + PIXA *pixadb) +{ +l_int32 w, h, empty; +PIX *pix1, *pix2, *pixvws, *pixd; + + PROCNAME("pixGenTextlineMask"); + + if (ptlfound) *ptlfound = 0; + if (!ppixvws) + return (PIX *)ERROR_PTR("&pixvws not defined", procName, NULL); + *ppixvws = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (w < MinWidth || h < MinHeight) { + L_ERROR("pix too small: w = %d, h = %d\n", procName, w, h); + return NULL; + } + + /* First we need a vertical whitespace mask. Invert the image. */ + pix1 = pixInvert(NULL, pixs); + + /* The whitespace mask will break textlines where there + * is a large amount of white space below or above. + * This can be prevented by identifying regions of the + * inverted image that have large horizontal extent (bigger than + * the separation between columns) and significant + * vertical extent (bigger than the separation between + * textlines), and subtracting this from the bg. */ + pix2 = pixMorphCompSequence(pix1, "o80.60", 0); + pixSubtract(pix1, pix1, pix2); + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + pixDestroy(&pix2); + + /* Identify vertical whitespace by opening the remaining bg. + * o5.1 removes thin vertical bg lines and o1.200 extracts + * long vertical bg lines. */ + pixvws = pixMorphCompSequence(pix1, "o5.1 + o1.200", 0); + *ppixvws = pixvws; + if (pixadb) pixaAddPix(pixadb, pixvws, L_COPY); + pixDestroy(&pix1); + + /* Three steps to getting text line mask: + * (1) close the characters and words in the textlines + * (2) open the vertical whitespace corridors back up + * (3) small opening to remove noise */ + pix1 = pixMorphSequence(pixs, "c30.1", 0); + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + pixd = pixSubtract(NULL, pix1, pixvws); + pixOpenBrick(pixd, pixd, 3, 3); + if (pixadb) pixaAddPix(pixadb, pixd, L_COPY); + pixDestroy(&pix1); + + /* Check if text line mask is empty */ + if (ptlfound) { + pixZero(pixd, &empty); + if (!empty) + *ptlfound = 1; + } + + return pixd; +} + + +/*------------------------------------------------------------------* + * Textblock extraction * + *------------------------------------------------------------------*/ +/*! + * \brief pixGenTextblockMask() + * + * \param[in] pixs 1 bpp, textline mask, assumed to be 150 to 200 ppi + * \param[in] pixvws vertical white space mask + * \param[in] pixadb input for collecting debug pix; use NULL to skip + * \return pixd textblock mask, or NULL if empty or on error + * + * 
+ * Notes:
+ *      (1) Both the input masks (textline and vertical white space) and
+ *          the returned textblock mask are at the same resolution.
+ *      (2) This is not intended to work on small thumbnails.  The
+ *          dimensions of pixs must be at least MinWidth x MinHeight.
+ *      (3) The result is somewhat noisy, in that small "blocks" of
+ *          text may be included.  These can be removed by post-processing,
+ *          using, e.g.,
+ *             pixSelectBySize(pix, 60, 60, 4, L_SELECT_IF_EITHER,
+ *                             L_SELECT_IF_GTE, NULL);
+ *
+ */ +PIX * +pixGenTextblockMask(PIX *pixs, + PIX *pixvws, + PIXA *pixadb) +{ +l_int32 w, h, empty; +PIX *pix1, *pix2, *pix3, *pixd; + + PROCNAME("pixGenTextblockMask"); + + if (!pixs || pixGetDepth(pixs) != 1) + return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (w < MinWidth || h < MinHeight) { + L_ERROR("pix too small: w = %d, h = %d\n", procName, w, h); + return NULL; + } + if (!pixvws) + return (PIX *)ERROR_PTR("pixvws not defined", procName, NULL); + + /* Join pixels vertically to make a textblock mask */ + pix1 = pixMorphSequence(pixs, "c1.10 + o4.1", 0); + pixZero(pix1, &empty); + if (empty) { + pixDestroy(&pix1); + L_INFO("no fg pixels in textblock mask\n", procName); + return NULL; + } + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + + /* Solidify the textblock mask and remove noise: + * (1) For each cc, close the blocks and dilate slightly + * to form a solid mask. + * (2) Small horizontal closing between components. + * (3) Open the white space between columns, again. + * (4) Remove small components. */ + pix2 = pixMorphSequenceByComponent(pix1, "c30.30 + d3.3", 8, 0, 0, NULL); + pixCloseSafeBrick(pix2, pix2, 10, 1); + if (pixadb) pixaAddPix(pixadb, pix2, L_COPY); + pix3 = pixSubtract(NULL, pix2, pixvws); + if (pixadb) pixaAddPix(pixadb, pix3, L_COPY); + pixd = pixSelectBySize(pix3, 25, 5, 8, L_SELECT_IF_BOTH, + L_SELECT_IF_GTE, NULL); + if (pixadb) pixaAddPix(pixadb, pixd, L_COPY); + + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + return pixd; +} + + +/*------------------------------------------------------------------* + * Location of page foreground * + *------------------------------------------------------------------*/ +/*! + * \brief pixFindPageForeground() + * + * \param[in] pixs full resolution (any type or depth + * \param[in] threshold for binarization; typically about 128 + * \param[in] mindist min distance of text from border to allow + * cleaning near border; at 2x reduction, this + * should be larger than 50; typically about 70 + * \param[in] erasedist when conditions are satisfied, erase anything + * within this distance of the edge; + * typically 20-30 at 2x reduction + * \param[in] showmorph debug: set to a negative integer to show steps + * in generating masks; this is typically used + * for debugging region extraction + * \param[in] pixac debug: allocate outside and pass this in to + * accumulate results of each call to this function, + * which can be displayed in a mosaic or a pdf. + * \return box region including foreground, with some pixel noise + * removed, or NULL if not found + * + * 
+ * Notes:
+ *      (1) This doesn't simply crop to the fg.  It attempts to remove
+ *          pixel noise and junk at the edge of the image before cropping.
+ *          The input %threshold is used if pixs is not 1 bpp.
+ *      (2) This is not intended to work on small thumbnails.  The
+ *          dimensions of pixs must be at least MinWidth x MinHeight.
+ *      (3) Debug: set showmorph to display the intermediate image in
+ *          the morphological operations on this page.
+ *      (4) Debug: to get pdf output of results when called repeatedly,
+ *          call with an existing pixac, which will add an image of this page,
+ *          with the fg outlined.  If no foreground is found, there is
+ *          no output for this page image.
+ *
+ */ +BOX * +pixFindPageForeground(PIX *pixs, + l_int32 threshold, + l_int32 mindist, + l_int32 erasedist, + l_int32 showmorph, + PIXAC *pixac) +{ +l_int32 flag, nbox, intersects; +l_int32 w, h, bx, by, bw, bh, left, right, top, bottom; +PIX *pixb, *pixb2, *pixseed, *pixsf, *pixm, *pix1, *pixg2; +BOX *box, *boxfg, *boxin, *boxd; +BOXA *ba1, *ba2; + + PROCNAME("pixFindPageForeground"); + + if (!pixs) + return (BOX *)ERROR_PTR("pixs not defined", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + if (w < MinWidth || h < MinHeight) { + L_ERROR("pix too small: w = %d, h = %d\n", procName, w, h); + return NULL; + } + + /* Binarize, downscale by 0.5, remove the noise to generate a seed, + * and do a seedfill back from the seed into those 8-connected + * components of the binarized image for which there was at least + * one seed pixel. Also clear out any components that are within + * 10 pixels of the edge at 2x reduction. */ + flag = (showmorph) ? 100 : 0; + pixb = pixConvertTo1(pixs, threshold); + pixb2 = pixScale(pixb, 0.5, 0.5); + pixseed = pixMorphSequence(pixb2, "o1.2 + c9.9 + o3.3", flag); + pix1 = pixMorphSequence(pixb2, "o50.1", 0); + pixOr(pixseed, pixseed, pix1); + pixDestroy(&pix1); + pix1 = pixMorphSequence(pixb2, "o1.50", 0); + pixOr(pixseed, pixseed, pix1); + pixDestroy(&pix1); + pixsf = pixSeedfillBinary(NULL, pixseed, pixb2, 8); + pixSetOrClearBorder(pixsf, 10, 10, 10, 10, PIX_SET); + pixm = pixRemoveBorderConnComps(pixsf, 8); + + /* Now, where is the main block of text? We want to remove noise near + * the edge of the image, but to do that, we have to be convinced that + * (1) there is noise and (2) it is far enough from the text block + * and close enough to the edge. For each edge, if the block + * is more than mindist from that edge, then clean 'erasedist' + * pixels from the edge. */ + pix1 = pixMorphSequence(pixm, "c50.50", flag); + ba1 = pixConnComp(pix1, NULL, 8); + ba2 = boxaSort(ba1, L_SORT_BY_AREA, L_SORT_DECREASING, NULL); + pixGetDimensions(pix1, &w, &h, NULL); + nbox = boxaGetCount(ba2); + if (nbox > 1) { + box = boxaGetBox(ba2, 0, L_CLONE); + boxGetGeometry(box, &bx, &by, &bw, &bh); + left = (bx > mindist) ? erasedist : 0; + right = (w - bx - bw > mindist) ? erasedist : 0; + top = (by > mindist) ? erasedist : 0; + bottom = (h - by - bh > mindist) ? erasedist : 0; + pixSetOrClearBorder(pixm, left, right, top, bottom, PIX_CLR); + boxDestroy(&box); + } + pixDestroy(&pix1); + boxaDestroy(&ba1); + boxaDestroy(&ba2); + + /* Locate the foreground region; don't bother cropping */ + pixClipToForeground(pixm, NULL, &boxfg); + + /* Sanity check the fg region. Make sure it's not confined + * to a thin boundary on the left and right sides of the image, + * in which case it is likely to be noise. */ + if (boxfg) { + boxin = boxCreate(0.1 * w, 0, 0.8 * w, h); + boxIntersects(boxfg, boxin, &intersects); + boxDestroy(&boxin); + if (!intersects) boxDestroy(&boxfg); + } + + boxd = NULL; + if (boxfg) { + boxAdjustSides(boxfg, boxfg, -2, 2, -2, 2); /* tiny expansion */ + boxd = boxTransform(boxfg, 0, 0, 2.0, 2.0); + + /* Save the debug image showing the box for this page */ + if (pixac) { + pixg2 = pixConvert1To4Cmap(pixb); + pixRenderBoxArb(pixg2, boxd, 3, 255, 0, 0); + pixacompAddPix(pixac, pixg2, IFF_DEFAULT); + pixDestroy(&pixg2); + } + } + + pixDestroy(&pixb); + pixDestroy(&pixb2); + pixDestroy(&pixseed); + pixDestroy(&pixsf); + pixDestroy(&pixm); + boxDestroy(&boxfg); + return boxd; +} + + +/*------------------------------------------------------------------* + * Extraction of characters from image with only text * + *------------------------------------------------------------------*/ +/*! + * \brief pixSplitIntoCharacters() + * + * \param[in] pixs 1 bpp, contains only deskewed text + * \param[in] minw min component width for initial filtering; typ. 4 + * \param[in] minh min component height for initial filtering; typ. 4 + * \param[out] pboxa [optional] character bounding boxes + * \param[out] ppixa [optional] character images + * \param[out] ppixdebug [optional] showing splittings + * + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a simple function that attempts to find split points
+ *          based on vertical pixel profiles.
+ *      (2) It should be given an image that has an arbitrary number
+ *          of text characters.
+ *      (3) The returned pixa includes the boxes from which the
+ *          (possibly split) components are extracted.
+ *
+ */ +l_ok +pixSplitIntoCharacters(PIX *pixs, + l_int32 minw, + l_int32 minh, + BOXA **pboxa, + PIXA **ppixa, + PIX **ppixdebug) +{ +l_int32 ncomp, i, xoff, yoff; +BOXA *boxa1, *boxa2, *boxat1, *boxat2, *boxad; +BOXAA *baa; +PIX *pix, *pix1, *pix2, *pixdb; +PIXA *pixa1, *pixadb; + + PROCNAME("pixSplitIntoCharacters"); + + if (pboxa) *pboxa = NULL; + if (ppixa) *ppixa = NULL; + if (ppixdebug) *ppixdebug = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + + /* Remove the small stuff */ + pix1 = pixSelectBySize(pixs, minw, minh, 8, L_SELECT_IF_BOTH, + L_SELECT_IF_GT, NULL); + + /* Small vertical close for consolidation */ + pix2 = pixMorphSequence(pix1, "c1.10", 0); + pixDestroy(&pix1); + + /* Get the 8-connected components */ + boxa1 = pixConnComp(pix2, &pixa1, 8); + pixDestroy(&pix2); + boxaDestroy(&boxa1); + + /* Split the components if obvious */ + ncomp = pixaGetCount(pixa1); + boxa2 = boxaCreate(ncomp); + pixadb = (ppixdebug) ? pixaCreate(ncomp) : NULL; + for (i = 0; i < ncomp; i++) { + pix = pixaGetPix(pixa1, i, L_CLONE); + if (ppixdebug) { + boxat1 = pixSplitComponentWithProfile(pix, 10, 7, &pixdb); + if (pixdb) + pixaAddPix(pixadb, pixdb, L_INSERT); + } else { + boxat1 = pixSplitComponentWithProfile(pix, 10, 7, NULL); + } + pixaGetBoxGeometry(pixa1, i, &xoff, &yoff, NULL, NULL); + boxat2 = boxaTransform(boxat1, xoff, yoff, 1.0, 1.0); + boxaJoin(boxa2, boxat2, 0, -1); + pixDestroy(&pix); + boxaDestroy(&boxat1); + boxaDestroy(&boxat2); + } + pixaDestroy(&pixa1); + + /* Generate the debug image */ + if (ppixdebug) { + if (pixaGetCount(pixadb) > 0) { + *ppixdebug = pixaDisplayTiledInRows(pixadb, 32, 1500, + 1.0, 0, 20, 1); + } + pixaDestroy(&pixadb); + } + + /* Do a 2D sort on the bounding boxes, and flatten the result to 1D */ + baa = boxaSort2d(boxa2, NULL, 0, 0, 5); + boxad = boxaaFlattenToBoxa(baa, NULL, L_CLONE); + boxaaDestroy(&baa); + boxaDestroy(&boxa2); + + /* Optionally extract the pieces from the input image */ + if (ppixa) + *ppixa = pixClipRectangles(pixs, boxad); + if (pboxa) + *pboxa = boxad; + else + boxaDestroy(&boxad); + return 0; +} + + +/*! + * \brief pixSplitComponentWithProfile() + * + * \param[in] pixs 1 bpp, exactly one connected component + * \param[in] delta distance used in extrema finding in a numa; typ. 10 + * \param[in] mindel minimum required difference between profile + * minimum and profile values +2 and -2 away; typ. 7 + * \param[out] ppixdebug [optional] debug image of splitting + * \return boxa of c.c. after splitting, or NULL on error + * + * 
+ * Notes:
+ *      (1) This will split the most obvious cases of touching characters.
+ *          The split points it is searching for are narrow and deep
+ *          minimima in the vertical pixel projection profile, after a
+ *          large vertical closing has been applied to the component.
+ *
+ */ +BOXA * +pixSplitComponentWithProfile(PIX *pixs, + l_int32 delta, + l_int32 mindel, + PIX **ppixdebug) +{ +l_int32 w, h, n2, i, firstmin, xmin, xshift; +l_int32 nmin, nleft, nright, nsplit, isplit, ncomp; +l_int32 *array1, *array2; +BOX *box; +BOXA *boxad; +NUMA *na1, *na2, *nasplit; +PIX *pix1, *pixdb; + + PROCNAME("pixSplitComponentsWithProfile"); + + if (ppixdebug) *ppixdebug = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return (BOXA *)ERROR_PTR("pixa undefined or not 1 bpp", procName, NULL); + pixGetDimensions(pixs, &w, &h, NULL); + + /* Closing to consolidate characters vertically */ + pix1 = pixCloseSafeBrick(NULL, pixs, 1, 100); + + /* Get extrema of column projections */ + boxad = boxaCreate(2); + na1 = pixCountPixelsByColumn(pix1); /* w elements */ + pixDestroy(&pix1); + na2 = numaFindExtrema(na1, delta, NULL); + n2 = numaGetCount(na2); + if (n2 < 3) { /* no split possible */ + box = boxCreate(0, 0, w, h); + boxaAddBox(boxad, box, L_INSERT); + numaDestroy(&na1); + numaDestroy(&na2); + return boxad; + } + + /* Look for sufficiently deep and narrow minima. + * All minima of of interest must be surrounded by max on each + * side. firstmin is the index of first possible minimum. */ + array1 = numaGetIArray(na1); + array2 = numaGetIArray(na2); + if (ppixdebug) numaWriteStream(stderr, na2); + firstmin = (array1[array2[0]] > array1[array2[1]]) ? 1 : 2; + nasplit = numaCreate(n2); /* will hold split locations */ + for (i = firstmin; i < n2 - 1; i+= 2) { + xmin = array2[i]; + nmin = array1[xmin]; + if (xmin + 2 >= w) break; /* no more splits possible */ + nleft = array1[xmin - 2]; + nright = array1[xmin + 2]; + if (ppixdebug) { + fprintf(stderr, + "Splitting: xmin = %d, w = %d; nl = %d, nmin = %d, nr = %d\n", + xmin, w, nleft, nmin, nright); + } + if (nleft - nmin >= mindel && nright - nmin >= mindel) /* split */ + numaAddNumber(nasplit, xmin); + } + nsplit = numaGetCount(nasplit); + +#if 0 + if (ppixdebug && nsplit > 0) { + lept_mkdir("lept/split"); + gplotSimple1(na1, GPLOT_PNG, "/tmp/lept/split/split", NULL); + } +#endif + + numaDestroy(&na1); + numaDestroy(&na2); + LEPT_FREE(array1); + LEPT_FREE(array2); + + if (nsplit == 0) { /* no splitting */ + numaDestroy(&nasplit); + box = boxCreate(0, 0, w, h); + boxaAddBox(boxad, box, L_INSERT); + return boxad; + } + + /* Use split points to generate b.b. after splitting */ + for (i = 0, xshift = 0; i < nsplit; i++) { + numaGetIValue(nasplit, i, &isplit); + box = boxCreate(xshift, 0, isplit - xshift, h); + boxaAddBox(boxad, box, L_INSERT); + xshift = isplit + 1; + } + box = boxCreate(xshift, 0, w - xshift, h); + boxaAddBox(boxad, box, L_INSERT); + numaDestroy(&nasplit); + + if (ppixdebug) { + pixdb = pixConvertTo32(pixs); + ncomp = boxaGetCount(boxad); + for (i = 0; i < ncomp; i++) { + box = boxaGetBox(boxad, i, L_CLONE); + pixRenderBoxBlend(pixdb, box, 1, 255, 0, 0, 0.5); + boxDestroy(&box); + } + *ppixdebug = pixdb; + } + + return boxad; +} + + +/*------------------------------------------------------------------* + * Extraction of lines of text * + *------------------------------------------------------------------*/ +/*! + * \brief pixExtractTextlines() + * + * \param[in] pixs any depth, assumed to have nearly horizontal text + * \param[in] maxw, maxh initial filtering: remove any components in pixs + * with components larger than maxw or maxh + * \param[in] minw, minh final filtering: remove extracted 'lines' + * with sizes smaller than minw or minh; use + * 0 for default. + * \param[in] adjw, adjh final adjustment of boxes representing each + * text line. If > 0, these increase the box + * size at each edge by this amount. + * \param[in] pixadb pixa for saving intermediate steps; NULL to omit + * \return pixa of textline images, including bounding boxes, or + * NULL on error + * + * 
+ * Notes:
+ *      (1) This function assumes that textline fragments have sufficient
+ *          vertical separation and small enough skew so that a
+ *          horizontal dilation sufficient to join words will not join
+ *          textlines.  It does not guarantee that horizontally adjacent
+ *          textline fragments on the same line will be joined.
+ *      (2) For images with multiple columns, it attempts to avoid joining
+ *          textlines across the space between columns.  If that is not
+ *          a concern, you can also use pixExtractRawTextlines(),
+ *          which will join them with alacrity.
+ *      (3) This first removes components from pixs that are either
+ *          wide (> %maxw) or tall (> %maxh).
+ *      (4) A final filtering operation removes small components, such
+ *          that width < %minw or height < %minh.
+ *      (5) For reasonable accuracy, the resolution of pixs should be
+ *          at least 100 ppi.  For reasonable efficiency, the resolution
+ *          should not exceed 600 ppi.
+ *      (6) This can be used to determine if some region of a scanned
+ *          image is horizontal text.
+ *      (7) As an example, for a pix with resolution 300 ppi, a reasonable
+ *          set of parameters is:
+ *             pixExtractTextlines(pix, 150, 150, 36, 20, 5, 5, NULL);
+ *          The defaults minw and minh for 300 ppi are about 36 and 20,
+ *          so the same result is obtained with:
+ *             pixExtractTextlines(pix, 150, 150, 0, 0, 5, 5, NULL);
+ *      (8) The output pixa is composed of subimages, one for each textline,
+ *          and the boxa in the pixa tells where in %pixs each textline goes.
+ *
+ */ +PIXA * +pixExtractTextlines(PIX *pixs, + l_int32 maxw, + l_int32 maxh, + l_int32 minw, + l_int32 minh, + l_int32 adjw, + l_int32 adjh, + PIXA *pixadb) +{ +char buf[64]; +l_int32 res, csize, empty; +BOXA *boxa1, *boxa2, *boxa3; +PIX *pix1, *pix2, *pix3; +PIXA *pixa1, *pixa2, *pixa3; + + PROCNAME("pixExtractTextlines"); + + if (!pixs) + return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL); + + /* Binarize carefully, if necessary */ + if (pixGetDepth(pixs) > 1) { + pix2 = pixConvertTo8(pixs, FALSE); + pix3 = pixCleanBackgroundToWhite(pix2, NULL, NULL, 1.0, 70, 190); + pix1 = pixThresholdToBinary(pix3, 150); + pixDestroy(&pix2); + pixDestroy(&pix3); + } else { + pix1 = pixClone(pixs); + } + pixZero(pix1, &empty); + if (empty) { + pixDestroy(&pix1); + L_INFO("no fg pixels in input image\n", procName); + return NULL; + } + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + + /* Remove any very tall or very wide connected components */ + pix2 = pixSelectBySize(pix1, maxw, maxh, 8, L_SELECT_IF_BOTH, + L_SELECT_IF_LT, NULL); + if (pixadb) pixaAddPix(pixadb, pix2, L_COPY); + pixDestroy(&pix1); + + /* Filter to solidify the text lines within the x-height region. + * The closing (csize) bridges gaps between words. The opening + * removes isolated bridges between textlines. */ + if ((res = pixGetXRes(pixs)) == 0) { + L_INFO("Resolution is not set: setting to 300 ppi\n", procName); + res = 300; + } + csize = L_MIN(120., 60.0 * res / 300.0); + snprintf(buf, sizeof(buf), "c%d.1 + o%d.1", csize, csize / 3); + pix3 = pixMorphCompSequence(pix2, buf, 0); + if (pixadb) pixaAddPix(pixadb, pix3, L_COPY); + + /* Extract the connected components. These should be dilated lines */ + boxa1 = pixConnComp(pix3, &pixa1, 4); + if (pixadb) { + pix1 = pixaDisplayRandomCmap(pixa1, 0, 0); + pixcmapResetColor(pixGetColormap(pix1), 0, 255, 255, 255); + pixaAddPix(pixadb, pix1, L_INSERT); + } + + /* Set minw, minh if default is requested */ + minw = (minw != 0) ? minw : (l_int32)(0.12 * res); + minh = (minh != 0) ? minh : (l_int32)(0.07 * res); + + /* Remove line components that are too small */ + pixa2 = pixaSelectBySize(pixa1, minw, minh, L_SELECT_IF_BOTH, + L_SELECT_IF_GTE, NULL); + if (pixadb) { + pix1 = pixaDisplayRandomCmap(pixa2, 0, 0); + pixcmapResetColor(pixGetColormap(pix1), 0, 255, 255, 255); + pixaAddPix(pixadb, pix1, L_INSERT); + pix1 = pixConvertTo32(pix2); + pixRenderBoxaArb(pix1, pixa2->boxa, 2, 255, 0, 0); + pixaAddPix(pixadb, pix1, L_INSERT); + } + + /* Selectively AND with the version before dilation, and save */ + boxa2 = pixaGetBoxa(pixa2, L_CLONE); + boxa3 = boxaAdjustSides(boxa2, -adjw, adjw, -adjh, adjh); + pixa3 = pixClipRectangles(pix2, boxa3); + if (pixadb) { + pix1 = pixaDisplayRandomCmap(pixa3, 0, 0); + pixcmapResetColor(pixGetColormap(pix1), 0, 255, 255, 255); + pixaAddPix(pixadb, pix1, L_INSERT); + } + + pixDestroy(&pix2); + pixDestroy(&pix3); + pixaDestroy(&pixa1); + pixaDestroy(&pixa2); + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + boxaDestroy(&boxa3); + return pixa3; +} + + +/*! + * \brief pixExtractRawTextlines() + * + * \param[in] pixs any depth, assumed to have nearly horizontal text + * \param[in] maxw, maxh initial filtering: remove any components in pixs + * with components larger than maxw or maxh; + * use 0 for default values. + * \param[in] adjw, adjh final adjustment of boxes representing each + * text line. If > 0, these increase the box + * size at each edge by this amount. + * \param[in] pixadb pixa for saving intermediate steps; NULL to omit + * \return pixa of textline images, including bounding boxes, or + * NULL on error + * + * 
+ * Notes:
+ *      (1) This function assumes that textlines have sufficient
+ *          vertical separation and small enough skew so that a
+ *          horizontal dilation sufficient to join words will not join
+ *          textlines.  It aggressively joins textlines across multiple
+ *          columns, so if that is not desired, you must either (a) make
+ *          sure that %pixs is a single column of text or (b) use instead
+ *          pixExtractTextlines(), which is more conservative
+ *          about joining text fragments that have vertical overlap.
+ *      (2) This first removes components from pixs that are either
+ *          very wide (> %maxw) or very tall (> %maxh).
+ *      (3) For reasonable accuracy, the resolution of pixs should be
+ *          at least 100 ppi.  For reasonable efficiency, the resolution
+ *          should not exceed 600 ppi.
+ *      (4) This can be used to determine if some region of a scanned
+ *          image is horizontal text.
+ *      (5) As an example, for a pix with resolution 300 ppi, a reasonable
+ *          set of parameters is:
+ *             pixExtractRawTextlines(pix, 150, 150, 0, 0, NULL);
+ *      (6) The output pixa is composed of subimages, one for each textline,
+ *          and the boxa in the pixa tells where in %pixs each textline goes.
+ *
+ */ +PIXA * +pixExtractRawTextlines(PIX *pixs, + l_int32 maxw, + l_int32 maxh, + l_int32 adjw, + l_int32 adjh, + PIXA *pixadb) +{ +char buf[64]; +l_int32 res, csize, empty; +BOXA *boxa1, *boxa2, *boxa3; +BOXAA *baa1; +PIX *pix1, *pix2, *pix3; +PIXA *pixa1, *pixa2; + + PROCNAME("pixExtractRawTextlines"); + + if (!pixs) + return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL); + + /* Set maxw, maxh if default is requested */ + if ((res = pixGetXRes(pixs)) == 0) { + L_INFO("Resolution is not set: setting to 300 ppi\n", procName); + res = 300; + } + maxw = (maxw != 0) ? maxw : (l_int32)(0.5 * res); + maxh = (maxh != 0) ? maxh : (l_int32)(0.5 * res); + + /* Binarize carefully, if necessary */ + if (pixGetDepth(pixs) > 1) { + pix2 = pixConvertTo8(pixs, FALSE); + pix3 = pixCleanBackgroundToWhite(pix2, NULL, NULL, 1.0, 70, 190); + pix1 = pixThresholdToBinary(pix3, 150); + pixDestroy(&pix2); + pixDestroy(&pix3); + } else { + pix1 = pixClone(pixs); + } + pixZero(pix1, &empty); + if (empty) { + pixDestroy(&pix1); + L_INFO("no fg pixels in input image\n", procName); + return NULL; + } + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + + /* Remove any very tall or very wide connected components */ + pix2 = pixSelectBySize(pix1, maxw, maxh, 8, L_SELECT_IF_BOTH, + L_SELECT_IF_LT, NULL); + if (pixadb) pixaAddPix(pixadb, pix2, L_COPY); + pixDestroy(&pix1); + + /* Filter to solidify the text lines within the x-height region. + * The closing (csize) bridges gaps between words. */ + csize = L_MIN(120., 60.0 * res / 300.0); + snprintf(buf, sizeof(buf), "c%d.1", csize); + pix3 = pixMorphCompSequence(pix2, buf, 0); + if (pixadb) pixaAddPix(pixadb, pix3, L_COPY); + + /* Extract the connected components. These should be dilated lines */ + boxa1 = pixConnComp(pix3, &pixa1, 4); + if (pixadb) { + pix1 = pixaDisplayRandomCmap(pixa1, 0, 0); + pixcmapResetColor(pixGetColormap(pix1), 0, 255, 255, 255); + pixaAddPix(pixadb, pix1, L_INSERT); + } + + /* Do a 2-d sort, and generate a bounding box for each set of text + * line segments that is aligned horizontally (i.e., has vertical + * overlap) into a box representing a single text line. */ + baa1 = boxaSort2d(boxa1, NULL, -1, -1, 5); + boxaaGetExtent(baa1, NULL, NULL, NULL, &boxa2); + if (pixadb) { + pix1 = pixConvertTo32(pix2); + pixRenderBoxaArb(pix1, boxa2, 2, 255, 0, 0); + pixaAddPix(pixadb, pix1, L_INSERT); + } + + /* Optionally adjust the sides of each text line box, and then + * use the boxes to generate a pixa of the text lines. */ + boxa3 = boxaAdjustSides(boxa2, -adjw, adjw, -adjh, adjh); + pixa2 = pixClipRectangles(pix2, boxa3); + if (pixadb) { + pix1 = pixaDisplayRandomCmap(pixa2, 0, 0); + pixcmapResetColor(pixGetColormap(pix1), 0, 255, 255, 255); + pixaAddPix(pixadb, pix1, L_INSERT); + } + + pixDestroy(&pix2); + pixDestroy(&pix3); + pixaDestroy(&pixa1); + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + boxaDestroy(&boxa3); + boxaaDestroy(&baa1); + return pixa2; +} + + +/*------------------------------------------------------------------* + * How many text columns * + *------------------------------------------------------------------*/ +/*! + * \brief pixCountTextColumns() + * + * \param[in] pixs 1 bpp + * \param[in] deltafract fraction of (max - min) to be used in the delta + * for extrema finding; typ 0.3 + * \param[in] peakfract fraction of (max - min) to be used to threshold + * the peak value; typ. 0.5 + * \param[in] clipfract fraction of image dimension removed on each side; + * typ. 0.1, which leaves w and h reduced by 0.8 + * \param[out] pncols number of columns; -1 if not determined + * \param[in] pixadb [optional] pre-allocated, for showing + * intermediate computation; use null to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) It is assumed that pixs has the correct resolution set.
+ *          If the resolution is 0, we set to 300 and issue a warning.
+ *      (2) If necessary, the image is scaled to between 37 and 75 ppi;
+ *          most of the processing is done at this resolution.
+ *      (3) If no text is found (essentially a blank page),
+ *          this returns ncols = 0.
+ *      (4) For debug output, input a pre-allocated pixa.
+ *
+ */ +l_ok +pixCountTextColumns(PIX *pixs, + l_float32 deltafract, + l_float32 peakfract, + l_float32 clipfract, + l_int32 *pncols, + PIXA *pixadb) +{ +l_int32 w, h, res, i, n, npeak; +l_float32 scalefact, redfact, minval, maxval, val4, val5, fract; +BOX *box; +NUMA *na1, *na2, *na3, *na4, *na5; +PIX *pix1, *pix2, *pix3, *pix4, *pix5; + + PROCNAME("pixCountTextColumns"); + + if (!pncols) + return ERROR_INT("&ncols not defined", procName, 1); + *pncols = -1; /* init */ + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (deltafract < 0.15 || deltafract > 0.75) + L_WARNING("deltafract not in [0.15 ... 0.75]\n", procName); + if (peakfract < 0.25 || peakfract > 0.9) + L_WARNING("peakfract not in [0.25 ... 0.9]\n", procName); + if (clipfract < 0.0 || clipfract >= 0.5) + return ERROR_INT("clipfract not in [0.0 ... 0.5)\n", procName, 1); + if (pixadb) pixaAddPix(pixadb, pixs, L_COPY); + + /* Scale to between 37.5 and 75 ppi */ + if ((res = pixGetXRes(pixs)) == 0) { + L_WARNING("resolution undefined; set to 300\n", procName); + pixSetResolution(pixs, 300, 300); + res = 300; + } + if (res < 37) { + L_WARNING("resolution %d very low\n", procName, res); + scalefact = 37.5 / res; + pix1 = pixScale(pixs, scalefact, scalefact); + } else { + redfact = (l_float32)res / 37.5; + if (redfact < 2.0) + pix1 = pixClone(pixs); + else if (redfact < 4.0) + pix1 = pixReduceRankBinaryCascade(pixs, 1, 0, 0, 0); + else if (redfact < 8.0) + pix1 = pixReduceRankBinaryCascade(pixs, 1, 2, 0, 0); + else if (redfact < 16.0) + pix1 = pixReduceRankBinaryCascade(pixs, 1, 2, 2, 0); + else + pix1 = pixReduceRankBinaryCascade(pixs, 1, 2, 2, 2); + } + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + + /* Crop inner 80% of image */ + pixGetDimensions(pix1, &w, &h, NULL); + box = boxCreate(clipfract * w, clipfract * h, + (1.0 - 2 * clipfract) * w, (1.0 - 2 * clipfract) * h); + pix2 = pixClipRectangle(pix1, box, NULL); + pixGetDimensions(pix2, &w, &h, NULL); + boxDestroy(&box); + if (pixadb) pixaAddPix(pixadb, pix2, L_COPY); + + /* Deskew */ + pix3 = pixDeskew(pix2, 0); + if (pixadb) pixaAddPix(pixadb, pix3, L_COPY); + + /* Close to increase column counts for text */ + pix4 = pixCloseSafeBrick(NULL, pix3, 5, 21); + if (pixadb) pixaAddPix(pixadb, pix4, L_COPY); + pixInvert(pix4, pix4); + na1 = pixCountByColumn(pix4, NULL); + + if (pixadb) { + gplotSimple1(na1, GPLOT_PNG, "/tmp/lept/plot", NULL); + pix5 = pixRead("/tmp/lept/plot.png"); + pixaAddPix(pixadb, pix5, L_INSERT); + } + + /* Analyze the column counts. na4 gives the locations of + * the extrema in normalized units (0.0 to 1.0) across the + * cropped image. na5 gives the magnitude of the + * extrema, normalized to the dynamic range. The peaks + * are values that are at least peakfract of (max - min). */ + numaGetMax(na1, &maxval, NULL); + numaGetMin(na1, &minval, NULL); + fract = (l_float32)(maxval - minval) / h; /* is there much at all? */ + if (fract < 0.05) { + L_INFO("very little content on page; 0 text columns\n", procName); + *pncols = 0; + } else { + na2 = numaFindExtrema(na1, deltafract * (maxval - minval), &na3); + na4 = numaTransform(na2, 0, 1.0 / w); + na5 = numaTransform(na3, -minval, 1.0 / (maxval - minval)); + n = numaGetCount(na4); + for (i = 0, npeak = 0; i < n; i++) { + numaGetFValue(na4, i, &val4); + numaGetFValue(na5, i, &val5); + if (val4 > 0.3 && val4 < 0.7 && val5 >= peakfract) { + npeak++; + L_INFO("Peak(loc,val) = (%5.3f,%5.3f)\n", procName, val4, val5); + } + } + *pncols = npeak + 1; + numaDestroy(&na2); + numaDestroy(&na3); + numaDestroy(&na4); + numaDestroy(&na5); + } + + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + pixDestroy(&pix4); + numaDestroy(&na1); + return 0; +} + + +/*------------------------------------------------------------------* + * Decision text vs photo * + *------------------------------------------------------------------*/ +/*! + * \brief pixDecideIfText() + * + * \param[in] pixs any depth + * \param[in] box [optional] if null, use entire pixs + * \param[out] pistext 1 if text; 0 if photo; -1 if not determined or empty + * \param[in] pixadb [optional] pre-allocated, for showing intermediate + * computation; use NULL to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) It is assumed that pixs has the correct resolution set.
+ *          If the resolution is 0, we set to 300 and issue a warning.
+ *      (2) If necessary, the image is scaled to 300 ppi; most of the
+ *          processing is done at this resolution.
+ *      (3) Text is assumed to be in horizontal lines.
+ *      (4) Because thin vertical lines are removed before filtering for
+ *          text lines, this should identify tables as text.
+ *      (5) If %box is null and pixs contains both text lines and line art,
+ *          this function might return %istext == true.
+ *      (6) If the input pixs is empty, or for some other reason the
+ *          result can not be determined, return -1.
+ *      (7) For debug output, input a pre-allocated pixa.
+ *
+ */ +l_ok +pixDecideIfText(PIX *pixs, + BOX *box, + l_int32 *pistext, + PIXA *pixadb) +{ +l_int32 i, empty, maxw, w, h, n1, n2, n3, minlines, big_comp; +l_float32 ratio1, ratio2; +L_BMF *bmf; +BOXA *boxa1, *boxa2, *boxa3, *boxa4, *boxa5; +PIX *pix1, *pix2, *pix3, *pix4, *pix5, *pix6, *pix7; +PIXA *pixa1; +SEL *sel1; + + PROCNAME("pixDecideIfText"); + + if (!pistext) + return ERROR_INT("&istext not defined", procName, 1); + *pistext = -1; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + /* Crop, convert to 1 bpp, 300 ppi */ + if ((pix1 = pixPrepare1bpp(pixs, box, 0.1, 300)) == NULL) + return ERROR_INT("pix1 not made", procName, 1); + + pixZero(pix1, &empty); + if (empty) { + pixDestroy(&pix1); + L_INFO("pix is empty\n", procName); + return 0; + } + w = pixGetWidth(pix1); + + /* Identify and remove tall, thin vertical lines (as found in tables) + * that are up to 9 pixels wide. Make a hit-miss sel with an + * 81 pixel vertical set of hits and with 3 pairs of misses that + * are 10 pixels apart horizontally. It is necessary to use a + * hit-miss transform; if we only opened with a vertical line of + * hits, we would remove solid regions of pixels that are not + * text or vertical lines. */ + pix2 = pixCreate(11, 81, 1); + for (i = 0; i < 81; i++) + pixSetPixel(pix2, 5, i, 1); + sel1 = selCreateFromPix(pix2, 40, 5, NULL); + selSetElement(sel1, 20, 0, SEL_MISS); + selSetElement(sel1, 20, 10, SEL_MISS); + selSetElement(sel1, 40, 0, SEL_MISS); + selSetElement(sel1, 40, 10, SEL_MISS); + selSetElement(sel1, 60, 0, SEL_MISS); + selSetElement(sel1, 60, 10, SEL_MISS); + pix3 = pixHMT(NULL, pix1, sel1); + pix4 = pixSeedfillBinaryRestricted(NULL, pix3, pix1, 8, 5, 1000); + pix5 = pixXor(NULL, pix1, pix4); + pixDestroy(&pix2); + selDestroy(&sel1); + + /* Convert the text lines to separate long horizontal components */ + pix6 = pixMorphCompSequence(pix5, "c30.1 + o15.1 + c60.1 + o2.2", 0); + + /* Estimate the distance to the bottom of the significant region */ + if (box) { /* use full height */ + pixGetDimensions(pix6, NULL, &h, NULL); + } else { /* use height of region that has text lines */ + pixFindThreshFgExtent(pix6, 400, NULL, &h); + } + + if (pixadb) { + bmf = bmfCreate(NULL, 6); + pixaAddPixWithText(pixadb, pix1, 1, bmf, "threshold/crop to binary", + 0x0000ff00, L_ADD_BELOW); + pixaAddPixWithText(pixadb, pix3, 2, bmf, "hit-miss for vertical line", + 0x0000ff00, L_ADD_BELOW); + pixaAddPixWithText(pixadb, pix4, 2, bmf, "restricted seed-fill", + 0x0000ff00, L_ADD_BELOW); + pixaAddPixWithText(pixadb, pix5, 2, bmf, "remove using xor", + 0x0000ff00, L_ADD_BELOW); + pixaAddPixWithText(pixadb, pix6, 2, bmf, "make long horiz components", + 0x0000ff00, L_ADD_BELOW); + } + + /* Extract the connected components */ + if (pixadb) { + boxa1 = pixConnComp(pix6, &pixa1, 8); + pix7 = pixaDisplayRandomCmap(pixa1, 0, 0); + pixcmapResetColor(pixGetColormap(pix7), 0, 255, 255, 255); + pixaAddPixWithText(pixadb, pix7, 2, bmf, "show connected components", + 0x0000ff00, L_ADD_BELOW); + pixDestroy(&pix7); + pixaDestroy(&pixa1); + bmfDestroy(&bmf); + } else { + boxa1 = pixConnComp(pix6, NULL, 8); + } + + /* Analyze the connected components. The following conditions + * at 300 ppi must be satisfied if the image is text: + * (1) There are no components that are wider than 400 pixels and + * taller than 175 pixels. + * (2) The second longest component is at least 60% of the + * (possibly cropped) image width. This catches images + * that don't have any significant content. + * (3) Of the components that are at least 40% of the length + * of the longest (n2), at least 80% of them must not exceed + * 60 pixels in height. + * (4) The number of those long, thin components (n3) must + * equal or exceed a minimum that scales linearly with the + * image height. + * Most images that are not text fail more than one of these + * conditions. */ + boxa2 = boxaSort(boxa1, L_SORT_BY_WIDTH, L_SORT_DECREASING, NULL); + boxaGetBoxGeometry(boxa2, 1, NULL, NULL, &maxw, NULL); /* 2nd longest */ + boxa3 = boxaSelectBySize(boxa1, 0.4 * maxw, 0, L_SELECT_WIDTH, + L_SELECT_IF_GTE, NULL); + boxa4 = boxaSelectBySize(boxa3, 0, 60, L_SELECT_HEIGHT, + L_SELECT_IF_LTE, NULL); + boxa5 = boxaSelectBySize(boxa1, 400, 175, L_SELECT_IF_BOTH, + L_SELECT_IF_GT, NULL); + big_comp = (boxaGetCount(boxa5) == 0) ? 0 : 1; + n1 = boxaGetCount(boxa1); + n2 = boxaGetCount(boxa3); + n3 = boxaGetCount(boxa4); + ratio1 = (l_float32)maxw / (l_float32)w; + ratio2 = (l_float32)n3 / (l_float32)n2; + minlines = L_MAX(2, h / 125); + if (big_comp || ratio1 < 0.6 || ratio2 < 0.8 || n3 < minlines) + *pistext = 0; + else + *pistext = 1; + if (pixadb) { + if (*pistext == 1) { + L_INFO("This is text: \n n1 = %d, n2 = %d, n3 = %d, " + "minlines = %d\n maxw = %d, ratio1 = %4.2f, h = %d, " + "big_comp = %d\n", procName, n1, n2, n3, minlines, + maxw, ratio1, h, big_comp); + } else { + L_INFO("This is not text: \n n1 = %d, n2 = %d, n3 = %d, " + "minlines = %d\n maxw = %d, ratio1 = %4.2f, h = %d, " + "big_comp = %d\n", procName, n1, n2, n3, minlines, + maxw, ratio1, h, big_comp); + } + } + + boxaDestroy(&boxa1); + boxaDestroy(&boxa2); + boxaDestroy(&boxa3); + boxaDestroy(&boxa4); + boxaDestroy(&boxa5); + pixDestroy(&pix1); + pixDestroy(&pix3); + pixDestroy(&pix4); + pixDestroy(&pix5); + pixDestroy(&pix6); + return 0; +} + + +/*! + * \brief pixFindThreshFgExtent() + * + * \param[in] pixs 1 bpp + * \param[in] thresh threshold number of pixels in row + * \param[out] ptop [optional] location of top of region + * \param[out] pbot [optional] location of bottom of region + * \return 0 if OK, 1 on error + */ +l_ok +pixFindThreshFgExtent(PIX *pixs, + l_int32 thresh, + l_int32 *ptop, + l_int32 *pbot) +{ +l_int32 i, n; +l_int32 *array; +NUMA *na; + + PROCNAME("pixFindThreshFgExtent"); + + if (ptop) *ptop = 0; + if (pbot) *pbot = 0; + if (!ptop && !pbot) + return ERROR_INT("nothing to determine", procName, 1); + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + + na = pixCountPixelsByRow(pixs, NULL); + n = numaGetCount(na); + array = numaGetIArray(na); + if (ptop) { + for (i = 0; i < n; i++) { + if (array[i] >= thresh) { + *ptop = i; + break; + } + } + } + if (pbot) { + for (i = n - 1; i >= 0; i--) { + if (array[i] >= thresh) { + *pbot = i; + break; + } + } + } + LEPT_FREE(array); + numaDestroy(&na); + return 0; +} + + +/*------------------------------------------------------------------* + * Decision: table vs text * + *------------------------------------------------------------------*/ +/*! + * \brief pixDecideIfTable() + * + * \param[in] pixs any depth, any resolution >= 75 ppi + * \param[in] box [optional] if null, use entire pixs + * \param[in] orient L_PORTRAIT_MODE, L_LANDSCAPE_MODE + * \param[out] pscore 0 - 4; -1 if not determined + * \param[in] pixadb [optional] pre-allocated, for showing intermediate + * computation; use NULL to skip + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) It is assumed that pixs has the correct resolution set.
+ *          If the resolution is 0, we assume it is 300 ppi and issue a warning.
+ *      (2) If %orient == L_LANDSCAPE_MODE, the image is rotated 90 degrees
+ *          clockwise before being analyzed.
+ *      (3) The interpretation of the returned score:
+ *            -1     undetermined
+ *             0     no table
+ *             1     unlikely to have a table
+ *             2     likely to have a table
+ *             3     even more likely to have a table
+ *             4     extremely likely to have a table
+ *          * Setting the condition for finding a table at score >= 2 works
+ *            well, except for false positives on kanji and landscape text.
+ *          * These false positives can be removed by setting the condition
+ *            at score >= 3, but recall is lowered because it will not find
+ *            tables without either horizontal or vertical lines.
+ *      (4) Most of the processing takes place at 75 ppi.
+ *      (5) Internally, three numbers are determined, for horizontal and
+ *          vertical fg lines, and for vertical bg lines.  From these,
+ *          four tests are made to decide if there is a table occupying
+ *          a significant part of the image.
+ *      (6) Images have arbitrary content and would be likely to trigger
+ *          this detector, so they are checked for first, and if found,
+ *          return with a 0 (no table) score.
+ *      (7) Musical scores (tablature) are likely to trigger the detector.
+ *      (8) Tables of content with more than 2 columns are likely to
+ *          trigger the detector.
+ *      (9) For debug output, input a pre-allocated pixa.
+ *
+ */ +l_ok +pixDecideIfTable(PIX *pixs, + BOX *box, + l_int32 orient, + l_int32 *pscore, + PIXA *pixadb) +{ +l_int32 empty, nhb, nvb, nvw, score, htfound; +PIX *pix1, *pix2, *pix3, *pix4, *pix5, *pix6, *pix7, *pix8, *pix9; + + PROCNAME("pixDecideIfTable"); + + if (!pscore) + return ERROR_INT("&score not defined", procName, 1); + *pscore = -1; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + + /* Check if there is an image region. First convert to 1 bpp + * at 175 ppi. If an image is found, assume there is no table. */ + pix1 = pixPrepare1bpp(pixs, box, 0.1, 175); + pix2 = pixGenerateHalftoneMask(pix1, NULL, &htfound, NULL); + if (htfound && pixadb) pixaAddPix(pixadb, pix2, L_COPY); + pixDestroy(&pix1); + pixDestroy(&pix2); + if (htfound) { + *pscore = 0; + L_INFO("pix has an image region\n", procName); + return 0; + } + + /* Crop, convert to 1 bpp, 75 ppi */ + if ((pix1 = pixPrepare1bpp(pixs, box, 0.05, 75)) == NULL) + return ERROR_INT("pix1 not made", procName, 1); + + pixZero(pix1, &empty); + if (empty) { + *pscore = 0; + pixDestroy(&pix1); + L_INFO("pix is empty\n", procName); + return 0; + } + + /* The 2x2 dilation on 75 ppi makes these two approaches very similar: + * (1) pix1 = pixPrepare1bpp(..., 300); // 300 ppi resolution + * pix2 = pixReduceRankBinaryCascade(pix1, 1, 1, 0, 0); + * (2) pix1 = pixPrepare1bpp(..., 75); // 75 ppi resolution + * pix2 = pixDilateBrick(NULL, pix1, 2, 2); + * But (2) is more efficient if the input image to pixPrepare1bpp() + * is not at 300 ppi. */ + pix2 = pixDilateBrick(NULL, pix1, 2, 2); + + /* Deskew both horizontally and vertically; rotate by 90 + * degrees if in landscape mode. */ + pix3 = pixDeskewBoth(pix2, 1); + if (pixadb) { + pixaAddPix(pixadb, pix2, L_COPY); + pixaAddPix(pixadb, pix3, L_COPY); + } + if (orient == L_LANDSCAPE_MODE) + pix4 = pixRotate90(pix3, 1); + else + pix4 = pixClone(pix3); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + pix1 = pixClone(pix4); + pixDestroy(&pix4); + + /* Look for horizontal and vertical lines */ + pix2 = pixMorphSequence(pix1, "o100.1 + c1.4", 0); + pix3 = pixSeedfillBinary(NULL, pix2, pix1, 8); + pix4 = pixMorphSequence(pix1, "o1.100 + c4.1", 0); + pix5 = pixSeedfillBinary(NULL, pix4, pix1, 8); + pix6 = pixOr(NULL, pix3, pix5); + if (pixadb) { + pixaAddPix(pixadb, pix2, L_COPY); + pixaAddPix(pixadb, pix4, L_COPY); + pixaAddPix(pixadb, pix3, L_COPY); + pixaAddPix(pixadb, pix5, L_COPY); + pixaAddPix(pixadb, pix6, L_COPY); + } + pixCountConnComp(pix2, 8, &nhb); /* number of horizontal black lines */ + pixCountConnComp(pix4, 8, &nvb); /* number of vertical black lines */ + + /* Remove the lines */ + pixSubtract(pix1, pix1, pix6); + if (pixadb) pixaAddPix(pixadb, pix1, L_COPY); + + /* Remove noise pixels */ + pix7 = pixMorphSequence(pix1, "c4.1 + o8.1", 0); + if (pixadb) pixaAddPix(pixadb, pix7, L_COPY); + + /* Look for vertical white space. Invert to convert white bg + * to fg. Use a single rank-1 2x reduction, which closes small + * fg holes, for the final processing at 37.5 ppi. + * The vertical opening is then about 3 inches on a 300 ppi image. + * We also remove vertical whitespace that is less than 5 pixels + * wide at this resolution (about 0.1 inches) */ + pixInvert(pix7, pix7); + pix8 = pixMorphSequence(pix7, "r1 + o1.100", 0); + pix9 = pixSelectBySize(pix8, 5, 0, 8, L_SELECT_WIDTH, + L_SELECT_IF_GTE, NULL); + pixCountConnComp(pix9, 8, &nvw); /* number of vertical white lines */ + if (pixadb) { + pixaAddPix(pixadb, pixScale(pix8, 2.0, 2.0), L_INSERT); + pixaAddPix(pixadb, pixScale(pix9, 2.0, 2.0), L_INSERT); + } + + /* Require at least 2 of the following 4 conditions for a table. + * Some tables do not have black (fg) lines, and for those we + * require more than 6 long vertical whitespace (bg) lines. */ + score = 0; + if (nhb > 1) score++; + if (nvb > 2) score++; + if (nvw > 3) score++; + if (nvw > 6) score++; + *pscore = score; + + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pix3); + pixDestroy(&pix4); + pixDestroy(&pix5); + pixDestroy(&pix6); + pixDestroy(&pix7); + pixDestroy(&pix8); + pixDestroy(&pix9); + return 0; +} + + +/*! + * \brief pixPrepare1bpp() + * + * \param[in] pixs any depth + * \param[in] box [optional] if null, use entire pixs + * \param[in] cropfract fraction to be removed from the boundary; + * use 0.0 to retain the entire image + * \param[in] outres desired resolution of output image; if the + * input image resolution is not set, assume + * 300 ppi; use 0 to skip scaling. + * \return pixd if OK, NULL on error + * + * 
+ * Notes:
+ *      (1) This handles some common pre-processing operations,
+ *          where the page segmentation algorithm takes a 1 bpp image.
+ *
+ */ +PIX * +pixPrepare1bpp(PIX *pixs, + BOX *box, + l_float32 cropfract, + l_int32 outres) +{ +l_int32 w, h, res; +l_float32 factor; +BOX *box1; +PIX *pix1, *pix2, *pix3, *pix4, *pix5; + + PROCNAME("pixPrepare1bpp"); + + if (!pixs) + return (PIX *)ERROR_PTR("pixs not defined", procName, NULL); + + /* Crop the image. If no box is given, use %cropfract to remove + * pixels near the image boundary; this helps avoid false + * negatives from noise that is often found there. */ + if (box) { + pix1 = pixClipRectangle(pixs, box, NULL); + } else { + pixGetDimensions(pixs, &w, &h, NULL); + box1 = boxCreate((l_int32)(cropfract * w), (l_int32)(cropfract * h), + (l_int32)((1.0 - 2 * cropfract) * w), + (l_int32)((1.0 - 2 * cropfract) * h)); + pix1 = pixClipRectangle(pixs, box1, NULL); + boxDestroy(&box1); + } + + /* Convert to 1 bpp with adaptive background cleaning */ + if (pixGetDepth(pixs) > 1) { + pix2 = pixConvertTo8(pix1, 0); + pix3 = pixCleanBackgroundToWhite(pix2, NULL, NULL, 1.0, 70, 160); + pixDestroy(&pix1); + pixDestroy(&pix2); + if (!pix3) { + L_INFO("pix cleaning failed\n", procName); + return NULL; + } + pix4 = pixThresholdToBinary(pix3, 200); + pixDestroy(&pix3); + } else { + pix4 = pixClone(pix1); + pixDestroy(&pix1); + } + + /* Scale the image to the requested output resolution; + do not scale if %outres <= 0 */ + if (outres <= 0) + return pix4; + if ((res = pixGetXRes(pixs)) == 0) { + L_WARNING("Resolution is not set: using 300 ppi\n", procName); + res = 300; + } + if (res != outres) { + factor = (l_float32)outres / (l_float32)res; + pix5 = pixScale(pix4, factor, factor); + } else { + pix5 = pixClone(pix4); + } + pixDestroy(&pix4); + return pix5; +} + + +/*------------------------------------------------------------------* + * Estimate the grayscale background value * + *------------------------------------------------------------------*/ +/*! + * \brief pixEstimateBackground() + * + * \param[in] pixs 8 bpp, with or without colormap + * \param[in] darkthresh pixels below this value are never considered + * part of the background; typ. 70; use 0 to skip + * \param[in] edgecrop fraction of half-width on each side, and of + * half-height at top and bottom, that are cropped + * \param[out] pbg estimated background, or 0 on error + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) Caller should check that return bg value is > 0.
+ *
+ */ +l_ok +pixEstimateBackground(PIX *pixs, + l_int32 darkthresh, + l_float32 edgecrop, + l_int32 *pbg) +{ +l_int32 w, h, sampling; +l_float32 fbg; +BOX *box; +PIX *pix1, *pix2, *pixm; + + PROCNAME("pixEstimateBackground"); + + if (!pbg) + return ERROR_INT("&bg not defined", procName, 1); + *pbg = 0; + if (!pixs || pixGetDepth(pixs) != 8) + return ERROR_INT("pixs not defined or not 8 bpp", procName, 1); + if (darkthresh > 128) + L_WARNING("darkthresh unusually large\n", procName); + if (edgecrop < 0.0 || edgecrop >= 1.0) + return ERROR_INT("edgecrop not in [0.0 ... 1.0)", procName, 1); + + pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE); + pixGetDimensions(pix1, &w, &h, NULL); + + /* Optionally crop inner part of image */ + if (edgecrop > 0.0) { + box = boxCreate(0.5 * edgecrop * w, 0.5 * edgecrop * h, + (1.0 - edgecrop) * w, (1.0 - edgecrop) * h); + pix2 = pixClipRectangle(pix1, box, NULL); + boxDestroy(&box); + } else { + pix2 = pixClone(pix1); + } + + /* We will use no more than 50K samples */ + sampling = L_MAX(1, (l_int32)sqrt((l_float64)(w * h) / 50000. + 0.5)); + + /* Optionally make a mask over all pixels lighter than %darkthresh */ + pixm = NULL; + if (darkthresh > 0) { + pixm = pixThresholdToBinary(pix2, darkthresh); + pixInvert(pixm, pixm); + } + + pixGetRankValueMasked(pix2, pixm, 0, 0, sampling, 0.5, &fbg, NULL); + *pbg = (l_int32)(fbg + 0.5); + pixDestroy(&pix1); + pixDestroy(&pix2); + pixDestroy(&pixm); + return 0; +} + + +/*---------------------------------------------------------------------* + * Largest white or black rectangles in an image * + *---------------------------------------------------------------------*/ +/*! + * \brief pixFindLargeRectangles() + * + * \param[in] pixs 1 bpp + * \param[in] polarity 0 within background, 1 within foreground + * \param[in] nrect number of rectangles to be found + * \param[out] pboxa largest rectangles, sorted by decreasing area + * \param[in,out] ppixdb optional return output with rectangles drawn on it + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This does a greedy search to find the largest rectangles,
+ *          either black or white and without overlaps, in %pix.
+ *      (2) See pixFindLargestRectangle(), which is called multiple
+ *          times, for details.  On each call, the largest rectangle
+ *          found is painted, so that none of its pixels can be
+ *          used later, before calling it again.
+ *      (3) This function is surprisingly fast.  Although
+ *          pixFindLargestRectangle() runs at about 50 MPix/sec, when it
+ *          is run multiple times by pixFindLargeRectangles(), it processes
+ *          at 150 - 250 MPix/sec, and the time is approximately linear
+ *          in %nrect.  For example, for a 1 MPix image, searching for
+ *          the largest 50 boxes takes about 0.2 seconds.
+ *
+ */ +l_ok +pixFindLargeRectangles(PIX *pixs, + l_int32 polarity, + l_int32 nrect, + BOXA **pboxa, + PIX **ppixdb) +{ +l_int32 i, op, bx, by, bw, bh; +BOX *box; +BOXA *boxa; +PIX *pix; + + PROCNAME("pixFindLargeRectangles"); + + if (ppixdb) *ppixdb = NULL; + if (!pboxa) + return ERROR_INT("&boxa not defined", procName, 1); + *pboxa = NULL; + if (!pixs || pixGetDepth(pixs) != 1) + return ERROR_INT("pixs not defined or not 1 bpp", procName, 1); + if (polarity != 0 && polarity != 1) + return ERROR_INT("invalid polarity", procName, 1); + if (nrect > 1000) { + L_WARNING("large num rectangles = %d requested; using 1000\n", + procName, nrect); + nrect = 1000; + } + + pix = pixCopy(NULL, pixs); + boxa = boxaCreate(nrect); + *pboxa = boxa; + + /* Sequentially find largest rectangle and fill with opposite color */ + for (i = 0; i < nrect; i++) { + if (pixFindLargestRectangle(pix, polarity, &box, NULL) == 1) { + boxDestroy(&box); + L_ERROR("failure in pixFindLargestRectangle\n", procName); + break; + } + boxaAddBox(boxa, box, L_INSERT); + op = (polarity == 0) ? PIX_SET : PIX_CLR; + boxGetGeometry(box, &bx, &by, &bw, &bh); + pixRasterop(pix, bx, by, bw, bh, op, NULL, 0, 0); + } + + if (ppixdb) + *ppixdb = pixDrawBoxaRandom(pixs, boxa, 3); + + pixDestroy(&pix); + return 0; +} + + +/*! + * \brief pixFindLargestRectangle() + * + * \param[in] pixs 1 bpp + * \param[in] polarity 0 within background, 1 within foreground + * \param[out] pbox largest area rectangle + * \param[in,out] ppixdb optional return output with rectangle drawn on it + * \return 0 if OK, 1 on error + * + * 
+ * Notes:
+ *      (1) This is a simple and elegant solution to a problem in
+ *          computational geometry that at first appears to be quite
+ *          difficult: what is the largest rectangle that can be
+ *          placed in the image, covering only pixels of one polarity
+ *          (bg or fg)?  The solution is O(n), where n is the number
+ *          of pixels in the image, and it requires nothing more than
+ *          using a simple recursion relation in a single sweep of the image.
+ *      (2) In a sweep from UL to LR with left-to-right being the fast
+ *          direction, calculate the largest white rectangle at (x, y),
+ *          using previously calculated values at pixels #1 and #2:
+ *             #1:    (x, y - 1)
+ *             #2:    (x - 1, y)
+ *          We also need the most recent "black" pixels that were seen
+ *          in the current row and column.
+ *          Consider the largest area.  There are only two possibilities:
+ *             (a)  Min(w(1), horizdist) * (h(1) + 1)
+ *             (b)  Min(h(2), vertdist) * (w(2) + 1)
+ *          where
+ *             horizdist: the distance from the rightmost "black" pixel seen
+ *                        in the current row across to the current pixel
+ *             vertdist: the distance from the lowest "black" pixel seen
+ *                       in the current column down to the current pixel
+ *          and we choose the Max of (a) and (b).
+ *      (3) To convince yourself that these recursion relations are correct,
+ *          it helps to draw the maximum rectangles at #1 and #2.
+ *          Then for #1, you try to extend the rectangle down one line,
+ *          so that the height is h(1) + 1.  Do you get the full
+ *          width of #1, w(1)?  It depends on where the black pixels are
+ *          in the current row.  You know the final width is bounded by w(1)
+ *          and w(2) + 1, but the actual value depends on the distribution
+ *          of black pixels in the current row that are at a distance
+ *          from the current pixel that is between these limits.
+ *          We call that value "horizdist", and the area is then given
+ *          by the expression (a) above.  Using similar reasoning for #2,
+ *          where you attempt to extend the rectangle to the right
+ *          by 1 pixel, you arrive at (b).  The largest rectangle is
+ *          then found by taking the Max.
+ *
+ */ +l_ok +pixFindLargestRectangle(PIX *pixs, + l_int32 polarity, + BOX **pbox, + PIX **ppixdb) +{ +l_int32 i, j, w, h, d, wpls, val; +l_int32 wp, hp, w1, w2, h1, h2, wmin, hmin, area1, area2; +l_int32 xmax, ymax; /* LR corner of the largest rectangle */ +l_int32 maxarea, wmax, hmax, vertdist, horizdist, prevfg; +l_int32 *lowestfg; +l_uint32 *datas, *lines; +l_uint32 **linew, **lineh; +BOX *box; +PIX *pixw, *pixh; /* keeps the width and height for the largest */ + /* rectangles whose LR corner is located there. */ + + PROCNAME("pixFindLargestRectangle"); + + if (ppixdb) *ppixdb = NULL; + if (!pbox) + return ERROR_INT("&box not defined", procName, 1); + *pbox = NULL; + if (!pixs) + return ERROR_INT("pixs not defined", procName, 1); + pixGetDimensions(pixs, &w, &h, &d); + if (d != 1) + return ERROR_INT("pixs not 1 bpp", procName, 1); + if (polarity != 0 && polarity != 1) + return ERROR_INT("invalid polarity", procName, 1); + + /* Initialize lowest "fg" seen so far for each column */ + lowestfg = (l_int32 *)LEPT_CALLOC(w, sizeof(l_int32)); + for (i = 0; i < w; i++) + lowestfg[i] = -1; + + /* The combination (val ^ polarity) is the color for which we + * are searching for the maximum rectangle. For polarity == 0, + * we search in the bg (white). */ + pixw = pixCreate(w, h, 32); /* stores width */ + pixh = pixCreate(w, h, 32); /* stores height */ + linew = (l_uint32 **)pixGetLinePtrs(pixw, NULL); + lineh = (l_uint32 **)pixGetLinePtrs(pixh, NULL); + datas = pixGetData(pixs); + wpls = pixGetWpl(pixs); + maxarea = xmax = ymax = wmax = hmax = 0; + for (i = 0; i < h; i++) { + lines = datas + i * wpls; + prevfg = -1; + for (j = 0; j < w; j++) { + val = GET_DATA_BIT(lines, j); + if ((val ^ polarity) == 0) { /* bg (0) if polarity == 0, etc. */ + if (i == 0 && j == 0) { + wp = hp = 1; + } else if (i == 0) { + wp = linew[i][j - 1] + 1; + hp = 1; + } else if (j == 0) { + wp = 1; + hp = lineh[i - 1][j] + 1; + } else { + /* Expand #1 prev rectangle down */ + w1 = linew[i - 1][j]; + h1 = lineh[i - 1][j]; + horizdist = j - prevfg; + wmin = L_MIN(w1, horizdist); /* width of new rectangle */ + area1 = wmin * (h1 + 1); + + /* Expand #2 prev rectangle to right */ + w2 = linew[i][j - 1]; + h2 = lineh[i][j - 1]; + vertdist = i - lowestfg[j]; + hmin = L_MIN(h2, vertdist); /* height of new rectangle */ + area2 = hmin * (w2 + 1); + + if (area1 > area2) { + wp = wmin; + hp = h1 + 1; + } else { + wp = w2 + 1; + hp = hmin; + } + } + } else { /* fg (1) if polarity == 0; bg (0) if polarity == 1 */ + prevfg = j; + lowestfg[j] = i; + wp = hp = 0; + } + linew[i][j] = wp; + lineh[i][j] = hp; + if (wp * hp > maxarea) { + maxarea = wp * hp; + xmax = j; + ymax = i; + wmax = wp; + hmax = hp; + } + } + } + + /* Translate from LR corner to Box coords (UL corner, w, h) */ + box = boxCreate(xmax - wmax + 1, ymax - hmax + 1, wmax, hmax); + *pbox = box; + + if (ppixdb) { + *ppixdb = pixConvertTo8(pixs, TRUE); + pixRenderHashBoxArb(*ppixdb, box, 6, 2, L_NEG_SLOPE_LINE, 1, 255, 0, 0); + } + + LEPT_FREE(linew); + LEPT_FREE(lineh); + LEPT_FREE(lowestfg); + pixDestroy(&pixw); + pixDestroy(&pixh); + return 0; +} + + +/*---------------------------------------------------------------------* + * Generate rectangle inside connected component * + *---------------------------------------------------------------------*/ +/*! + * \brief pixFindRectangleInCC() + * + * \param[in] pixs 1 bpp, with sufficient closings to make the fg be + * a single c.c. that is a convex hull + * \param[in] boxs [optional] if NULL, %pixs should be a minimum + * container of a single c.c. + * \param[in] fract first and all consecutive lines found must be at + * least this fraction of the fast scan dimension + * \param[in] dir L_SCAN_HORIZONTAL, L_SCAN_VERTICAL; direction of + * fast scan + * \param[in] select L_GEOMETRIC_UNION, L_GEOMETRIC_INTERSECTION, + * L_LARGEST_AREA, L_SMALEST_AREA + * \param[in] debug if 1, generates output pdf showing intermediate + * computation and final result + * \return box of included rectangle, or NULL on error + * + * 
+ * Notes:
+ *      (1) Computation is similar to pixFindLargestRectangle(), but allows
+ *          a different set of results to choose from.
+ *      (2) Select the fast scan direction.  Then, scanning in the slow
+ *          direction, finds the longest run of ON pixels in the fast
+ *          scan direction and look for the first first run that is longer
+ *          than %fract of the dimension.  Continues until a shorter run
+ *          is found.  This generates a box of ON pixels fitting into the c.c.
+ *      (3) Do this from both slow scan directions and use %select to get
+ *          a resulting box from these two.
+ *      (4) The extracted rectangle is not necessarily the largest that
+ *          can fit in the c.c.  To get that, use pixFindLargestRectangle().
+ */
+BOX *
+pixFindRectangleInCC(PIX       *pixs,
+                     BOX       *boxs,
+                     l_float32  fract,
+                     l_int32    dir,
+                     l_int32    select,
+                     l_int32    debug)
+{
+l_int32  x, y, i, j, w, h, w1, h1, w2, h2, found, res;
+l_int32  xfirst, xlast, xstart, yfirst, ylast, length;
+BOX     *box1, *box2, *box3, *box4, *box5;
+PIX     *pix1, *pix2, *pixdb1, *pixdb2;
+PIXA    *pixadb;
+
+    PROCNAME("pixFindRectangleInCC");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (BOX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (fract <= 0.0 || fract > 1.0)
+        return (BOX *)ERROR_PTR("invalid fraction", procName, NULL);
+    if (dir != L_SCAN_VERTICAL && dir != L_SCAN_HORIZONTAL)
+        return (BOX *)ERROR_PTR("invalid scan direction", procName, NULL);
+    if (select != L_GEOMETRIC_UNION && select != L_GEOMETRIC_INTERSECTION &&
+        select != L_LARGEST_AREA && select != L_SMALLEST_AREA)
+        return (BOX *)ERROR_PTR("invalid select", procName, NULL);
+
+        /* Extract the c.c. if necessary */
+    x = y = 0;
+    if (boxs) {
+        pix1 = pixClipRectangle(pixs, boxs, NULL);
+        boxGetGeometry(boxs, &x, &y, NULL, NULL);
+    } else {
+        pix1 = pixClone(pixs);
+    }
+
+        /* All fast scans are horizontal; rotate 90 deg cw if necessary */
+    if (dir == L_SCAN_VERTICAL)
+        pix2 = pixRotate90(pix1, 1);
+    else  /* L_SCAN_HORIZONTAL */
+        pix2 = pixClone(pix1);
+    pixGetDimensions(pix2, &w, &h, NULL);
+
+    pixadb = (debug) ? pixaCreate(0) : NULL;
+    pixdb1 = NULL;
+    if (pixadb) {
+        lept_mkdir("lept/rect");
+        pixaAddPix(pixadb, pix1, L_CLONE);
+        pixdb1 = pixConvertTo32(pix2);
+    }
+    pixDestroy(&pix1);
+
+        /* Scanning down, find the first scanline with a long enough run.
+         * That run goes from (xfirst, yfirst) to (xlast, yfirst).  */
+    found = FALSE;
+    for (i = 0; i < h; i++) {
+        pixFindMaxHorizontalRunOnLine(pix2, i, &xstart, &length);
+        if (length >= (l_int32)(fract * w + 0.5)) {
+            yfirst = i;
+            xfirst = xstart;
+            xlast = xfirst + length - 1;
+            found = TRUE;
+            break;
+        }
+    }
+    if (!found) {
+        L_WARNING("no run of sufficient size was found\n", procName);
+        pixDestroy(&pix2);
+        pixDestroy(&pixdb1);
+        pixaDestroy(&pixadb);
+        return NULL;
+    }
+
+         /* Continue down until the condition fails */
+    w1 = xlast - xfirst + 1;
+    h1 = h - yfirst;  /* initialize */
+    for (i = yfirst + 1; i < h; i++) {
+        pixFindMaxHorizontalRunOnLine(pix2, i, &xstart, &length);
+        if (xstart > xfirst || (xstart + length - 1 < xlast) ||
+            i == h - 1) {
+            ylast = i - 1;
+            h1 = ylast - yfirst + 1;
+            break;
+        }
+    }
+    box1 = boxCreate(xfirst, yfirst, w1, h1);
+
+        /* Scanning up, find the first scanline with a long enough run.
+         * That run goes from (xfirst, ylast) to (xlast, ylast).  */
+    for (i = h - 1; i >= 0; i--) {
+        pixFindMaxHorizontalRunOnLine(pix2, i, &xstart, &length);
+        if (length >= (l_int32)(fract * w + 0.5)) {
+            ylast = i;
+            xfirst = xstart;
+            xlast = xfirst + length - 1;
+            break;
+        }
+    }
+
+         /* Continue up until the condition fails */
+    w2 = xlast - xfirst + 1;
+    h2 = ylast + 1;  /* initialize */
+    for (i = ylast - 1; i >= 0; i--) {
+        pixFindMaxHorizontalRunOnLine(pix2, i, &xstart, &length);
+        if (xstart > xfirst || (xstart + length - 1 < xlast) ||
+            i == 0) {
+            yfirst = i + 1;
+            h2 = ylast - yfirst + 1;
+            break;
+        }
+    }
+    box2 = boxCreate(xfirst, yfirst, w2, h2);
+    pixDestroy(&pix2);
+
+    if (pixadb) {
+        pixRenderBoxArb(pixdb1, box1, 2, 255, 0, 0);
+        pixRenderBoxArb(pixdb1, box2, 2, 0, 255, 0);
+        pixaAddPix(pixadb, pixdb1, L_INSERT);
+    }
+
+        /* Select the final result from the two boxes */
+    if (select == L_GEOMETRIC_UNION)
+        box3 = boxBoundingRegion(box1, box2);
+    else if (select == L_GEOMETRIC_INTERSECTION)
+        box3 = boxOverlapRegion(box1, box2);
+    else if (select == L_LARGEST_AREA)
+        box3 = (w1 * h1 >= w2 * h2) ? boxCopy(box1) : boxCopy(box2);
+    else  /* select == L_SMALLEST_AREA) */
+        box3 = (w1 * h1 <= w2 * h2) ? boxCopy(box1) : boxCopy(box2);
+    boxDestroy(&box1);
+    boxDestroy(&box2);
+
+        /* Rotate the box 90 degrees ccw if necessary */
+    box4 = NULL;
+    if (box3) {
+        if (dir == L_SCAN_VERTICAL)
+            box4 = boxRotateOrth(box3, w, h, 3);
+        else
+            box4 = boxCopy(box3);
+    }
+
+        /* Transform back to global coordinates if %boxs exists */
+    box5 = (box4) ? boxTransform(box4, x, y, 1.0, 1.0) : NULL;
+    boxDestroy(&box3);
+    boxDestroy(&box4);
+
+        /* Debug output */
+    if (pixadb) {
+        pixdb1 = pixConvertTo8(pixs, 0);
+        pixAddConstantGray(pixdb1, 190);
+        pixdb2 = pixConvertTo32(pixdb1);
+        if (box5) pixRenderBoxArb(pixdb2, box5, 4, 0, 0, 255);
+        pixaAddPix(pixadb, pixdb2, L_INSERT);
+        res = pixGetXRes(pixs);
+        L_INFO("Writing debug files to /tmp/lept/rect/\n", procName);
+        pixaConvertToPdf(pixadb, res, 1.0, L_DEFAULT_ENCODE, 75, NULL,
+                        "/tmp/lept/rect/fitrect.pdf");
+        pix1 = pixaDisplayTiledAndScaled(pixadb, 32, 800, 1, 0, 40, 2);
+        pixWrite("/tmp/lept/rect/fitrect.png", pix1, IFF_PNG);
+        pixDestroy(&pix1);
+        pixDestroy(&pixdb1);
+        pixaDestroy(&pixadb);
+    }
+
+    return box5;
+}
+
diff --git a/3rdparty/hgOCR/leptonica/paintcmap.c b/3rdparty/hgOCR/leptonica/paintcmap.c
new file mode 100644
index 00000000..1e919e01
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/paintcmap.c
@@ -0,0 +1,761 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file paintcmap.c
+ * 
+ *
+ *      These in-place functions paint onto colormap images.
+ *
+ *      Repaint selected pixels in region
+ *           l_int32     pixSetSelectCmap()
+ *
+ *      Repaint non-white pixels in region
+ *           l_int32     pixColorGrayRegionsCmap()
+ *           l_int32     pixColorGrayCmap()
+ *           l_int32     pixColorGrayMaskedCmap()
+ *           l_int32     addColorizedGrayToCmap()
+ *
+ *      Repaint selected pixels through mask
+ *           l_int32     pixSetSelectMaskedCmap()
+ *
+ *      Repaint all pixels through mask
+ *           l_int32     pixSetMaskedCmap()
+ *
+ *
+ *  The 'set select' functions condition the setting on a specific
+ *  pixel value (i.e., index into the colormap) of the underyling
+ *  Pix that is being modified.  The same conditioning is used in
+ *  pixBlendCmap().
+ *
+ *  The pixColorGrayCmap() function sets all truly gray (r = g = b) pixels,
+ *  with the exception of either black or white pixels, to a new color.
+ *
+ *  The pixSetSelectMaskedCmap() function conditions pixel painting
+ *  on both a specific pixel value and location within the fg mask.
+ *  By contrast, pixSetMaskedCmap() sets all pixels under the
+ *  mask foreground, without considering the initial pixel values.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+/*-------------------------------------------------------------*
+ *               Repaint selected pixels in region             *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixSetSelectCmap()
+ *
+ * \param[in]    pixs              1, 2, 4 or 8 bpp, with colormap
+ * \param[in]    box               [optional] region to set color; can be NULL
+ * \param[in]    sindex            colormap index of pixels to be changed
+ * \param[in]    rval, gval, bval  new color to paint
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) It sets all pixels in region that have the color specified
+ *          by the colormap index %sindex to the new color.
+ *      (3) %sindex must be in the existing colormap; otherwise an
+ *          error is returned.
+ *      (4) If the new color exists in the colormap, it is used;
+ *          otherwise, it is added to the colormap.  If it cannot be
+ *          added because the colormap is full, an error is returned.
+ *      (5) If %box is NULL, applies function to the entire image; otherwise,
+ *          clips the operation to the intersection of the box and pix.
+ *      (6) An example of use would be to set to a specific color all
+ *          the light (background) pixels within a certain region of
+ *          a 3-level 2 bpp image, while leaving light pixels outside
+ *          this region unchanged.
+ * 

+ */
+l_ok
+pixSetSelectCmap(PIX     *pixs,
+                 BOX     *box,
+                 l_int32  sindex,
+                 l_int32  rval,
+                 l_int32  gval,
+                 l_int32  bval)
+{
+l_int32    i, j, w, h, d, n, x1, y1, x2, y2, bw, bh, val, wpls;
+l_int32    index;  /* of new color to be set */
+l_uint32  *lines, *datas;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixSetSelectCmap");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return ERROR_INT("no colormap", procName, 1);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8)
+        return ERROR_INT("depth not in {1,2,4,8}", procName, 1);
+
+        /* Add new color if necessary; get index of this color in cmap */
+    n = pixcmapGetCount(cmap);
+    if (sindex >= n)
+        return ERROR_INT("sindex too large; no cmap entry", procName, 1);
+    if (pixcmapGetIndex(cmap, rval, gval, bval, &index)) { /* not found */
+        if (pixcmapAddColor(cmap, rval, gval, bval))
+            return ERROR_INT("error adding cmap entry", procName, 1);
+        else
+            index = n;  /* we've added one color */
+    }
+
+        /* Determine the region of substitution */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (!box) {
+        x1 = y1 = 0;
+        x2 = w;
+        y2 = h;
+    } else {
+        boxGetGeometry(box, &x1, &y1, &bw, &bh);
+        x2 = x1 + bw - 1;
+        y2 = y1 + bh - 1;
+    }
+
+        /* Replace pixel value sindex by index in the region */
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    for (i = y1; i <= y2; i++) {
+        if (i < 0 || i >= h)  /* clip */
+            continue;
+        lines = datas + i * wpls;
+        for (j = x1; j <= x2; j++) {
+            if (j < 0 || j >= w)  /* clip */
+                continue;
+            switch (d) {
+            case 1:
+                val = GET_DATA_BIT(lines, j);
+                if (val == sindex) {
+                    if (index == 0)
+                        CLEAR_DATA_BIT(lines, j);
+                    else
+                        SET_DATA_BIT(lines, j);
+                }
+                break;
+            case 2:
+                val = GET_DATA_DIBIT(lines, j);
+                if (val == sindex)
+                    SET_DATA_DIBIT(lines, j, index);
+                break;
+            case 4:
+                val = GET_DATA_QBIT(lines, j);
+                if (val == sindex)
+                    SET_DATA_QBIT(lines, j, index);
+                break;
+            case 8:
+                val = GET_DATA_BYTE(lines, j);
+                if (val == sindex)
+                    SET_DATA_BYTE(lines, j, index);
+                break;
+            default:
+                return ERROR_INT("depth not in {1,2,4,8}", procName, 1);
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *                  Repaint gray pixels in region              *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixColorGrayRegionsCmap()
+ *
+ * \param[in]    pixs               8 bpp, with colormap
+ * \param[in]    boxa               of regions in which to apply color
+ * \param[in]    type               L_PAINT_LIGHT, L_PAINT_DARK
+ * \param[in]    rval, gval, bval   target color
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) If %type == L_PAINT_LIGHT, it colorizes non-black pixels,
+ *          preserving antialiasing.
+ *          If %type == L_PAINT_DARK, it colorizes non-white pixels,
+ *          preserving antialiasing.  See pixColorGrayCmap() for details.
+ *      (3) This can also be called through pixColorGrayRegions().
+ *      (4) This increases the colormap size by the number of
+ *          different gray (non-black or non-white) colors in the
+ *          selected regions of pixs.  If there is not enough room in
+ *          the colormap for this expansion, it returns 1 (error),
+ *          and the caller should check the return value.
+ *      (5) Because two boxes in %boxa can overlap, pixels that
+ *          are colorized in the first box must be excluded in the
+ *          second because their value exceeds the size of the map.
+ * 

+ */
+l_ok
+pixColorGrayRegionsCmap(PIX     *pixs,
+                        BOXA    *boxa,
+                        l_int32  type,
+                        l_int32  rval,
+                        l_int32  gval,
+                        l_int32  bval)
+{
+l_int32    i, j, k, w, h, n, nc, x1, y1, x2, y2, bw, bh, wpl;
+l_int32    val, nval;
+l_int32   *map;
+l_uint32  *line, *data;
+BOX       *box;
+NUMA      *na;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixColorGrayRegionsCmap");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!boxa)
+        return ERROR_INT("boxa not defined", procName, 1);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return ERROR_INT("no colormap", procName, 1);
+    if (pixGetDepth(pixs) != 8)
+        return ERROR_INT("depth not 8 bpp", procName, 1);
+    if (type != L_PAINT_DARK && type != L_PAINT_LIGHT)
+        return ERROR_INT("invalid type", procName, 1);
+
+    nc = pixcmapGetCount(cmap);
+    if (addColorizedGrayToCmap(cmap, type, rval, gval, bval, &na))
+        return ERROR_INT("no room; cmap full", procName, 1);
+    map = numaGetIArray(na);
+    numaDestroy(&na);
+    if (!map)
+        return ERROR_INT("map not made", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    n = boxaGetCount(boxa);
+    for (k = 0; k < n; k++) {
+        box = boxaGetBox(boxa, k, L_CLONE);
+        boxGetGeometry(box, &x1, &y1, &bw, &bh);
+        x2 = x1 + bw - 1;
+        y2 = y1 + bh - 1;
+
+            /* Remap gray pixels in the region */
+        for (i = y1; i <= y2; i++) {
+            if (i < 0 || i >= h)  /* clip */
+                continue;
+            line = data + i * wpl;
+            for (j = x1; j <= x2; j++) {
+                if (j < 0 || j >= w)  /* clip */
+                    continue;
+                val = GET_DATA_BYTE(line, j);
+                if (val >= nc) continue;  /* from overlapping b.b. */
+                nval = map[val];
+                if (nval != 256)
+                    SET_DATA_BYTE(line, j, nval);
+            }
+        }
+        boxDestroy(&box);
+    }
+
+    LEPT_FREE(map);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixColorGrayCmap()
+ *
+ * \param[in]    pixs               2, 4 or 8 bpp, with colormap
+ * \param[in]    box                [optional] region to set color; can be NULL
+ * \param[in]    type               L_PAINT_LIGHT, L_PAINT_DARK
+ * \param[in]    rval, gval, bval   target color
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) If %type == L_PAINT_LIGHT, it colorizes non-black pixels,
+ *          preserving antialiasing.
+ *          If %type == L_PAINT_DARK, it colorizes non-white pixels,
+ *          preserving antialiasing.
+ *      (3) %box gives the region to apply color; if NULL, this
+ *          colorizes the entire image.
+ *      (4) If the cmap is only 2 or 4 bpp, pixs is converted in-place
+ *          to an 8 bpp cmap.  A 1 bpp cmap is not a valid input pix.
+ *      (5) This can also be called through pixColorGray().
+ *      (6) This operation increases the colormap size by the number of
+ *          different gray (non-black or non-white) colors in the
+ *          input colormap.  If there is not enough room in the colormap
+ *          for this expansion, it returns 1 (error), and the caller
+ *          should check the return value.
+ *      (7) Using the darkness of each original pixel in the rect,
+ *          it generates a new color (based on the input rgb values).
+ *          If %type == L_PAINT_LIGHT, the new color is a (generally)
+ *          darken-to-black version of the input rgb color, where the
+ *          amount of darkening increases with the darkness of the
+ *          original pixel color.
+ *          If %type == L_PAINT_DARK, the new color is a (generally)
+ *          faded-to-white version of the input rgb color, where the
+ *          amount of fading increases with the brightness of the
+ *          original pixel color.
+ * 

+ */
+l_ok
+pixColorGrayCmap(PIX     *pixs,
+                 BOX     *box,
+                 l_int32  type,
+                 l_int32  rval,
+                 l_int32  gval,
+                 l_int32  bval)
+{
+l_int32   w, h, d, ret;
+PIX      *pixt;
+BOXA     *boxa;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixColorGrayCmap");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return ERROR_INT("no colormap", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 2 && d != 4 && d != 8)
+        return ERROR_INT("depth not in {2, 4, 8}", procName, 1);
+    if (type != L_PAINT_DARK && type != L_PAINT_LIGHT)
+        return ERROR_INT("invalid type", procName, 1);
+
+        /* If 2 bpp or 4 bpp, convert in-place to 8 bpp. */
+    if (d == 2 || d == 4) {
+        pixt = pixConvertTo8(pixs, 1);
+        pixTransferAllData(pixs, &pixt, 0, 0);
+    }
+
+        /* If box == NULL, color the entire image */
+    boxa = boxaCreate(1);
+    if (box) {
+        boxaAddBox(boxa, box, L_COPY);
+    } else {
+        box = boxCreate(0, 0, w, h);
+        boxaAddBox(boxa, box, L_INSERT);
+    }
+    ret = pixColorGrayRegionsCmap(pixs, boxa, type, rval, gval, bval);
+
+    boxaDestroy(&boxa);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixColorGrayMaskedCmap()
+ *
+ * \param[in]    pixs               8 bpp, with colormap
+ * \param[in]    pixm               1 bpp mask, through which to apply color
+ * \param[in]    type               L_PAINT_LIGHT, L_PAINT_DARK
+ * \param[in]    rval, gval, bval   target color
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) If %type == L_PAINT_LIGHT, it colorizes non-black pixels,
+ *          preserving antialiasing.
+ *          If %type == L_PAINT_DARK, it colorizes non-white pixels,
+ *          preserving antialiasing.  See pixColorGrayCmap() for details.
+ *      (3) This increases the colormap size by the number of
+ *          different gray (non-black or non-white) colors in the
+ *          input colormap.  If there is not enough room in the colormap
+ *          for this expansion, it returns 1 (error).
+ * 

+ */
+l_ok
+pixColorGrayMaskedCmap(PIX     *pixs,
+                       PIX     *pixm,
+                       l_int32  type,
+                       l_int32  rval,
+                       l_int32  gval,
+                       l_int32  bval)
+{
+l_int32    i, j, w, h, wm, hm, wmin, hmin, wpl, wplm;
+l_int32    val, nval;
+l_int32   *map;
+l_uint32  *line, *data, *linem, *datam;
+NUMA      *na;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixColorGrayMaskedCmap");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm undefined or not 1 bpp", procName, 1);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return ERROR_INT("no colormap", procName, 1);
+    if (pixGetDepth(pixs) != 8)
+        return ERROR_INT("depth not 8 bpp", procName, 1);
+    if (type != L_PAINT_DARK && type != L_PAINT_LIGHT)
+        return ERROR_INT("invalid type", procName, 1);
+
+    if (addColorizedGrayToCmap(cmap, type, rval, gval, bval, &na))
+        return ERROR_INT("no room; cmap full", procName, 1);
+    map = numaGetIArray(na);
+    numaDestroy(&na);
+    if (!map)
+        return ERROR_INT("map not made", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixGetDimensions(pixm, &wm, &hm, NULL);
+    if (wm != w)
+        L_WARNING("wm = %d differs from w = %d\n", procName, wm, w);
+    if (hm != h)
+        L_WARNING("hm = %d differs from h = %d\n", procName, hm, h);
+    wmin = L_MIN(w, wm);
+    hmin = L_MIN(h, hm);
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    datam = pixGetData(pixm);
+    wplm = pixGetWpl(pixm);
+
+        /* Remap gray pixels in the region */
+    for (i = 0; i < hmin; i++) {
+        line = data + i * wpl;
+        linem = datam + i * wplm;
+        for (j = 0; j < wmin; j++) {
+            if (GET_DATA_BIT(linem, j) == 0)
+                continue;
+            val = GET_DATA_BYTE(line, j);
+            nval = map[val];
+            if (nval != 256)
+                SET_DATA_BYTE(line, j, nval);
+        }
+    }
+
+    LEPT_FREE(map);
+    return 0;
+}
+
+
+/*!
+ * \brief   addColorizedGrayToCmap()
+ *
+ * \param[in]    cmap              from 2 or 4 bpp pix
+ * \param[in]    type              L_PAINT_LIGHT, L_PAINT_DARK
+ * \param[in]    rval, gval, bval  target color
+ * \param[out]   pna               [optional] table for mapping new cmap entries
+ * \return  0 if OK; 1 on error; 2 if new colors will not fit in cmap.
+ *
+ * 
+ * Notes:
+ *      (1) If %type == L_PAINT_LIGHT, it colorizes non-black pixels,
+ *          preserving antialiasing.
+ *          If %type == L_PAINT_DARK, it colorizes non-white pixels,
+ *          preserving antialiasing.
+ *      (2) This increases the colormap size by the number of
+ *          different gray (non-black or non-white) colors in the
+ *          input colormap.  If there is not enough room in the colormap
+ *          for this expansion, it returns 1 (treated as a warning);
+ *          the caller should check the return value.
+ *      (3) This can be used to determine if the new colors will fit in
+ *          the cmap, using null for &na.  Returns 0 if they fit; 2 if
+ *          they don't fit.
+ *      (4) The mapping table contains, for each gray color found, the
+ *          index of the corresponding colorized pixel.  Non-gray
+ *          pixels are assigned the invalid index 256.
+ *      (5) See pixColorGrayCmap() for usage.
+ * 

+ */
+l_ok
+addColorizedGrayToCmap(PIXCMAP  *cmap,
+                       l_int32   type,
+                       l_int32   rval,
+                       l_int32   gval,
+                       l_int32   bval,
+                       NUMA    **pna)
+{
+l_int32  i, n, erval, egval, ebval, nrval, ngval, nbval, newindex;
+NUMA    *na;
+
+    PROCNAME("addColorizedGrayToCmap");
+
+    if (pna) *pna = NULL;
+    if (!cmap)
+        return ERROR_INT("cmap not defined", procName, 1);
+    if (type != L_PAINT_DARK && type != L_PAINT_LIGHT)
+        return ERROR_INT("invalid type", procName, 1);
+
+    n = pixcmapGetCount(cmap);
+    na = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixcmapGetColor(cmap, i, &erval, &egval, &ebval);
+        if (type == L_PAINT_LIGHT) {
+            if (erval == egval && erval == ebval && erval != 0) {
+                nrval = (l_int32)(rval * (l_float32)erval / 255.);
+                ngval = (l_int32)(gval * (l_float32)egval / 255.);
+                nbval = (l_int32)(bval * (l_float32)ebval / 255.);
+                if (pixcmapAddNewColor(cmap, nrval, ngval, nbval, &newindex)) {
+                    numaDestroy(&na);
+                    L_WARNING("no room; colormap full\n", procName);
+                    return 2;
+                }
+                numaAddNumber(na, newindex);
+            } else {
+                numaAddNumber(na, 256);  /* invalid number; not gray */
+            }
+        } else {  /* L_PAINT_DARK */
+            if (erval == egval && erval == ebval && erval != 255) {
+                nrval = rval +
+                        (l_int32)((255. - rval) * (l_float32)erval / 255.);
+                ngval = gval +
+                        (l_int32)((255. - gval) * (l_float32)egval / 255.);
+                nbval = bval +
+                        (l_int32)((255. - bval) * (l_float32)ebval / 255.);
+                if (pixcmapAddNewColor(cmap, nrval, ngval, nbval, &newindex)) {
+                    numaDestroy(&na);
+                    L_WARNING("no room; colormap full\n", procName);
+                    return 2;
+                }
+                numaAddNumber(na, newindex);
+            } else {
+                numaAddNumber(na, 256);  /* invalid number; not gray */
+            }
+        }
+    }
+
+    if (pna)
+        *pna = na;
+    else
+        numaDestroy(&na);
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *             Repaint selected pixels through mask            *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixSetSelectMaskedCmap()
+ *
+ * \param[in]    pixs               2, 4 or 8 bpp, with colormap
+ * \param[in]    pixm               [optional] 1 bpp mask; no-op if NULL
+ * \param[in]    x, y               UL corner of mask relative to pixs
+ * \param[in]    sindex             cmap index of pixels in pixs to be changed
+ * \param[in]    rval, gval, bval   new color to substitute
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) This paints through the fg of pixm and replaces all pixels
+ *          in pixs that have the value %sindex with the new color.
+ *      (3) If pixm == NULL, a warning is given.
+ *      (4) %sindex must be in the existing colormap; otherwise an
+ *          error is returned.
+ *      (5) If the new color exists in the colormap, it is used;
+ *          otherwise, it is added to the colormap.  If the colormap
+ *          is full, an error is returned.
+ * 

+ */
+l_ok
+pixSetSelectMaskedCmap(PIX     *pixs,
+                       PIX     *pixm,
+                       l_int32  x,
+                       l_int32  y,
+                       l_int32  sindex,
+                       l_int32  rval,
+                       l_int32  gval,
+                       l_int32  bval)
+{
+l_int32    i, j, w, h, d, n, wm, hm, wpls, wplm, val;
+l_int32    index;  /* of new color to be set */
+l_uint32  *lines, *linem, *datas, *datam;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixSetSelectMaskedCmap");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return ERROR_INT("no colormap", procName, 1);
+    if (!pixm) {
+        L_WARNING("no mask; nothing to do\n", procName);
+        return 0;
+    }
+
+    d = pixGetDepth(pixs);
+    if (d != 2 && d != 4 && d != 8)
+        return ERROR_INT("depth not in {2, 4, 8}", procName, 1);
+
+        /* add new color if necessary; get index of this color in cmap */
+    n = pixcmapGetCount(cmap);
+    if (sindex >= n)
+        return ERROR_INT("sindex too large; no cmap entry", procName, 1);
+    if (pixcmapGetIndex(cmap, rval, gval, bval, &index)) { /* not found */
+        if (pixcmapAddColor(cmap, rval, gval, bval))
+            return ERROR_INT("error adding cmap entry", procName, 1);
+        else
+            index = n;  /* we've added one color */
+    }
+
+        /* replace pixel value sindex by index when fg pixel in pixmc
+         * overlays it */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    wm = pixGetWidth(pixm);
+    hm = pixGetHeight(pixm);
+    datam = pixGetData(pixm);
+    wplm = pixGetWpl(pixm);
+    for (i = 0; i < hm; i++) {
+        if (i + y < 0 || i + y >= h) continue;
+        lines = datas + (y + i) * wpls;
+        linem = datam + i * wplm;
+        for (j = 0; j < wm; j++) {
+            if (j + x < 0  || j + x >= w) continue;
+            if (GET_DATA_BIT(linem, j)) {
+                switch (d) {
+                case 2:
+                    val = GET_DATA_DIBIT(lines, x + j);
+                    if (val == sindex)
+                        SET_DATA_DIBIT(lines, x + j, index);
+                    break;
+                case 4:
+                    val = GET_DATA_QBIT(lines, x + j);
+                    if (val == sindex)
+                        SET_DATA_QBIT(lines, x + j, index);
+                    break;
+                case 8:
+                    val = GET_DATA_BYTE(lines, x + j);
+                    if (val == sindex)
+                        SET_DATA_BYTE(lines, x + j, index);
+                    break;
+                default:
+                    return ERROR_INT("depth not in {1,2,4,8}", procName, 1);
+                }
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *               Repaint all pixels through mask               *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixSetMaskedCmap()
+ *
+ * \param[in]    pixs               2, 4 or 8 bpp, colormapped
+ * \param[in]    pixm               [optional] 1 bpp mask; no-op if NULL
+ * \param[in]    x, y               origin of pixm relative to pixs;
+ *                                  can be negative
+ * \param[in]    rval, gval, bval   new color to set at each masked pixel
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) It paints a single color through the mask (as a stencil).
+ *      (3) The mask origin is placed at (%x,%y) on %pixs, and the
+ *          operation is clipped to the intersection of the mask and pixs.
+ *      (4) If %pixm == NULL, a warning is given.
+ *      (5) Typically, %pixm is a small binary mask located somewhere
+ *          on the larger %pixs.
+ *      (6) If the color is in the colormap, it is used.  Otherwise,
+ *          it is added if possible; an error is returned if the
+ *          colormap is already full.
+ * 

+ */
+l_ok
+pixSetMaskedCmap(PIX      *pixs,
+                 PIX      *pixm,
+                 l_int32   x,
+                 l_int32   y,
+                 l_int32   rval,
+                 l_int32   gval,
+                 l_int32   bval)
+{
+l_int32    w, h, d, wpl, wm, hm, wplm;
+l_int32    i, j, index;
+l_uint32  *data, *datam, *line, *linem;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixSetMaskedCmap");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return ERROR_INT("no colormap in pixs", procName, 1);
+    if (!pixm) {
+        L_WARNING("no mask; nothing to do\n", procName);
+        return 0;
+    }
+    d = pixGetDepth(pixs);
+    if (d != 2 && d != 4 && d != 8)
+        return ERROR_INT("depth not in {2,4,8}", procName, 1);
+    if (pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+
+        /* Add new color if necessary; store in 'index' */
+    if (pixcmapGetIndex(cmap, rval, gval, bval, &index)) {  /* not found */
+        if (pixcmapAddColor(cmap, rval, gval, bval))
+            return ERROR_INT("no room in cmap", procName, 1);
+        index = pixcmapGetCount(cmap) - 1;
+    }
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    wpl = pixGetWpl(pixs);
+    data = pixGetData(pixs);
+    pixGetDimensions(pixm, &wm, &hm, NULL);
+    wplm = pixGetWpl(pixm);
+    datam = pixGetData(pixm);
+    for (i = 0; i < hm; i++) {
+        if (i + y < 0 || i + y >= h) continue;
+        line = data + (i + y) * wpl;
+        linem = datam + i * wplm;
+        for (j = 0; j < wm; j++) {
+            if (j + x < 0  || j + x >= w) continue;
+            if (GET_DATA_BIT(linem, j)) {  /* paint color */
+                switch (d) {
+                case 2:
+                    SET_DATA_DIBIT(line, j + x, index);
+                    break;
+                case 4:
+                    SET_DATA_QBIT(line, j + x, index);
+                    break;
+                case 8:
+                    SET_DATA_BYTE(line, j + x, index);
+                    break;
+                default:
+                    return ERROR_INT("depth not in {2,4,8}", procName, 1);
+                }
+            }
+        }
+    }
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/parseprotos.c b/3rdparty/hgOCR/leptonica/parseprotos.c
new file mode 100644
index 00000000..17db265f
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/parseprotos.c
@@ -0,0 +1,975 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*
+ * \file  parseprotos.c
+ * 
+ *
+ *       char             *parseForProtos()
+ *
+ *    Static helpers
+ *       static l_int32    getNextNonCommentLine()
+ *       static l_int32    getNextNonBlankLine()
+ *       static l_int32    getNextNonDoubleSlashLine()
+ *       static l_int32    searchForProtoSignature()
+ *       static char      *captureProtoSignature()
+ *       static char      *cleanProtoSignature()
+ *       static l_int32    skipToEndOfFunction()
+ *       static l_int32    skipToMatchingBrace()
+ *       static l_int32    skipToSemicolon()
+ *       static l_int32    getOffsetForCharacter()
+ *       static l_int32    getOffsetForMatchingRP()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+//static const l_int32  Bufsize = 2048;    /* max token size */
+#define Bufsize 2048
+
+static l_int32 getNextNonCommentLine(SARRAY *sa, l_int32 start, l_int32 *pnext);
+static l_int32 getNextNonBlankLine(SARRAY *sa, l_int32 start, l_int32 *pnext);
+static l_int32 getNextNonDoubleSlashLine(SARRAY *sa, l_int32 start,
+            l_int32 *pnext);
+static l_int32 searchForProtoSignature(SARRAY *sa, l_int32 begin,
+            l_int32 *pstart, l_int32 *pstop, l_int32 *pcharindex,
+            l_int32 *pfound);
+static char * captureProtoSignature(SARRAY *sa, l_int32 start, l_int32 stop,
+            l_int32 charindex);
+static char * cleanProtoSignature(char *str);
+static l_int32 skipToEndOfFunction(SARRAY *sa, l_int32 start,
+            l_int32 charindex, l_int32 *pnext);
+static l_int32 skipToMatchingBrace(SARRAY *sa, l_int32 start,
+            l_int32 lbindex, l_int32 *prbline, l_int32 *prbindex);
+static l_int32 skipToSemicolon(SARRAY *sa, l_int32 start,
+            l_int32 charindex, l_int32 *pnext);
+static l_int32 getOffsetForCharacter(SARRAY *sa, l_int32 start, char tchar,
+            l_int32 *psoffset, l_int32 *pboffset, l_int32 *ptoffset);
+static l_int32 getOffsetForMatchingRP(SARRAY *sa, l_int32 start,
+            l_int32 soffsetlp, l_int32 boffsetlp, l_int32 toffsetlp,
+            l_int32 *psoffset, l_int32 *pboffset, l_int32 *ptoffset);
+
+
+/*
+ * \brief  parseForProtos()
+ *
+ * \param[in]   filein      output of cpp
+ * \param[in]   prestring   [optional] string that prefaces each decl;
+ *                          use NULL to omit
+ * \return   parsestr  string of function prototypes, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) We parse the output of cpp:
+ *              cpp -ansi 
+ *          Three plans were attempted, with success on the third.
+ *      (2) Plan 1.  A cursory examination of the cpp output indicated that
+ *          every function was preceded by a cpp comment statement.
+ *          So we just need to look at statements beginning after comments.
+ *          Unfortunately, this is NOT the case.  Some functions start
+ *          without cpp comment lines, typically when there are no
+ *          comments in the source that immediately precede the function.
+ *      (3) Plan 2.  Consider the keywords in the language that start
+ *          parts of the cpp file.  Some, like 'enum', 'union' and
+ *          'struct', are followed after a while by '{', and eventually
+ *          end with '}, plus an optional token and a final ';'.
+ *          Others, like 'extern', 'static' and 'typedef', are never
+ *          the beginnings of global function definitions.   Function
+ *          prototypes have one or more sets of '(' followed eventually
+ *          by a ')', and end with ';'.  But function definitions have
+ *          tokens, followed by '(', more tokens, ')' and then
+ *          immediately a '{'.  We would generate a prototype from this
+ *          by adding a ';' to all tokens up to the ')'.  So we use
+ *          these special tokens to decide what we are parsing.  And
+ *          whenever a function definition is found and the prototype
+ *          extracted, we skip through the rest of the function
+ *          past the corresponding '}'.  This token ends a line, and
+ *          is often on a line of its own.  But as it turns out,
+ *          the only keyword we need to consider is 'static'.
+ *      (4) Plan 3.  Consider the parentheses and braces for various
+ *          declarations.  A struct, enum, or union has a pair of
+ *          braces followed by a semicolon.  With the exception of an
+ *          __attribute__ declaration for a struct, they cannot have parentheses
+ *          before the left brace, but a struct can have lots of parentheses
+ *          within the brace set.  A function prototype has no braces.
+ *          A function declaration can have sets of left and right
+ *          parentheses, but these are followed by a left brace.
+ *          So plan 3 looks at the way parentheses and braces are
+ *          organized.  Once the beginning of a function definition
+ *          is found, the prototype is extracted and we search for
+ *          the ending right brace.
+ *      (5) To find the ending right brace, it is necessary to do some
+ *          careful parsing.  For example, in this file, we have
+ *          left and right braces as characters, and these must not
+ *          be counted.  Somewhat more tricky, the file fhmtauto.c
+ *          generates code, and includes a right brace in a string.
+ *          So we must not include braces that are in strings.  But how
+ *          do we know if something is inside a string?  Keep state,
+ *          starting with not-inside, and every time you hit a double quote
+ *          that is not escaped, toggle the condition.  Any brace
+ *          found in the state of being within a string is ignored.
+ *      (6) When a prototype is extracted, it is put in a canonical
+ *          form (i.e., cleaned up).  Finally, we check that it is
+ *          not static and save it.  (If static, it is ignored).
+ *      (7) The %prestring for unix is NULL; it is included here so that
+ *          you can use Microsoft's declaration for importing or
+ *          exporting to a dll.  See environ.h for examples of use.
+ *          Here, we set: %prestring = "LEPT_DLL ".  Note in particular
+ *          the space character that will separate 'LEPT_DLL' from
+ *          the standard unix prototype that follows.
+ * 

+ */
+char *
+parseForProtos(const char *filein,
+               const char *prestring)
+{
+char    *strdata, *str, *newstr, *parsestr, *secondword;
+l_int32  start, next, stop, charindex, found;
+size_t   nbytes;
+SARRAY  *sa, *saout, *satest;
+
+    PROCNAME("parseForProtos");
+
+    if (!filein)
+        return (char *)ERROR_PTR("filein not defined", procName, NULL);
+
+        /* Read in the cpp output into memory, one string for each
+         * line in the file, omitting blank lines.  */
+    strdata = (char *)l_binaryRead(filein, &nbytes);
+    sa = sarrayCreateLinesFromString(strdata, 0);
+
+    saout = sarrayCreate(0);
+    next = 0;
+    while (1) {  /* repeat after each non-static prototype is extracted */
+        searchForProtoSignature(sa, next, &start, &stop, &charindex, &found);
+        if (!found)
+            break;
+/*        fprintf(stderr, "  start = %d, stop = %d, charindex = %d\n",
+                start, stop, charindex); */
+        str = captureProtoSignature(sa, start, stop, charindex);
+
+            /* Make sure that the signature found by cpp does not begin with
+             * static, extern or typedef.  We get 'extern' declarations
+             * from header files, and with some versions of cpp running on
+             * #include  we get something of the form:
+             *    extern ... (( ... )) ... ( ... ) { ...
+             * For this, the 1st '(' is the lp, the 2nd ')' is the rp,
+             * and there is a lot of garbage between the rp and the lp.
+             * It is easiest to simply reject any signature that starts
+             * with 'extern'.  Note also that an 'extern' token has been
+             * prepended to each prototype, so the 'static' or
+             * 'extern' keywords we are looking for, if they exist,
+             * would be the second word.  We also have a typedef in
+             * bmpio.c that has the form:
+             *    typedef struct __attribute__((....)) { ...} ... ;
+             * This is avoided by blacklisting 'typedef' along with 'extern'
+             * and 'static'. */
+        satest = sarrayCreateWordsFromString(str);
+        secondword = sarrayGetString(satest, 1, L_NOCOPY);
+        if (strcmp(secondword, "static") &&  /* not static */
+            strcmp(secondword, "extern") &&  /* not extern */
+            strcmp(secondword, "typedef")) {  /* not typedef */
+            if (prestring) {  /* prepend it to the prototype */
+                newstr = stringJoin(prestring, str);
+                sarrayAddString(saout, newstr, L_INSERT);
+                LEPT_FREE(str);
+            } else {
+                sarrayAddString(saout, str, L_INSERT);
+            }
+        } else {
+            LEPT_FREE(str);
+        }
+        sarrayDestroy(&satest);
+
+        skipToEndOfFunction(sa, stop, charindex, &next);
+        if (next == -1) break;
+    }
+
+        /* Flatten into a string with newlines between prototypes */
+    parsestr = sarrayToString(saout, 1);
+    LEPT_FREE(strdata);
+    sarrayDestroy(&sa);
+    sarrayDestroy(&saout);
+
+    return parsestr;
+}
+
+
+/*
+ * \brief  getNextNonCommentLine()
+ *
+ * \param[in]   sa      output from cpp, by line)
+ * \param[in]   start   starting index to search)
+ * \param[out]  pnext   index of first uncommented line after the start line
+ * \return  0 if OK, o on error
+ *
+ * 
+ * Notes:
+ *      (1) Skips over all consecutive comment lines, beginning at 'start'
+ *      (2) If all lines to the end are '#' comments, return next = -1
+ * 

+ */
+static l_int32
+getNextNonCommentLine(SARRAY  *sa,
+                      l_int32  start,
+                      l_int32 *pnext)
+{
+char    *str;
+l_int32  i, n;
+
+    PROCNAME("getNextNonCommentLine");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pnext)
+        return ERROR_INT("&pnext not defined", procName, 1);
+
+        /* Init for situation where this line and all following are comments */
+    *pnext = -1;
+
+    n = sarrayGetCount(sa);
+    for (i = start; i < n; i++) {
+        if ((str = sarrayGetString(sa, i, L_NOCOPY)) == NULL)
+            return ERROR_INT("str not returned; shouldn't happen", procName, 1);
+        if (str[0] != '#') {
+            *pnext = i;
+            return 0;
+        }
+    }
+
+    return 0;
+}
+
+
+/*
+ * \brief  getNextNonBlankLine()
+ *
+ * \param[in]    sa      output from cpp, by line
+ * \param[in]    start   starting index to search
+ * \param[out]   pnext   index of first nonblank line after the start line
+ * \return   0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Skips over all consecutive blank lines, beginning at 'start'
+ *      (2) A blank line has only whitespace characters (' ', '\t', '\n', '\r')
+ *      (3) If all lines to the end are blank, return next = -1
+ * 

+ */
+static l_int32
+getNextNonBlankLine(SARRAY  *sa,
+                    l_int32  start,
+                    l_int32 *pnext)
+{
+char    *str;
+l_int32  i, j, n, len;
+
+    PROCNAME("getNextNonBlankLine");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pnext)
+        return ERROR_INT("&pnext not defined", procName, 1);
+
+        /* Init for situation where this line and all following are blank */
+    *pnext = -1;
+
+    n = sarrayGetCount(sa);
+    for (i = start; i < n; i++) {
+        if ((str = sarrayGetString(sa, i, L_NOCOPY)) == NULL)
+            return ERROR_INT("str not returned; shouldn't happen", procName, 1);
+        len = strlen(str);
+        for (j = 0; j < len; j++) {
+            if (str[j] != ' ' && str[j] != '\t'
+                && str[j] != '\n' && str[j] != '\r') {  /* non-blank */
+                *pnext = i;
+                return 0;
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*
+ * \brief  getNextNonDoubleSlashLine()
+ *
+ * \param[in]     sa      output from cpp, by line
+ * \param[in]     start   starting index to search
+ * \param[out]    pnext   index of first uncommented line after the start line
+ * \return   0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Skips over all consecutive '//' lines, beginning at 'start'
+ *      (2) If all lines to the end start with '//', return next = -1
+ * 

+ */
+static l_int32
+getNextNonDoubleSlashLine(SARRAY  *sa,
+                          l_int32  start,
+                          l_int32 *pnext)
+{
+char    *str;
+l_int32  i, n, len;
+
+    PROCNAME("getNextNonDoubleSlashLine");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pnext)
+        return ERROR_INT("&pnext not defined", procName, 1);
+
+        /* Init for situation where this line and all following
+         * start with '//' */
+    *pnext = -1;
+
+    n = sarrayGetCount(sa);
+    for (i = start; i < n; i++) {
+        if ((str = sarrayGetString(sa, i, L_NOCOPY)) == NULL)
+            return ERROR_INT("str not returned; shouldn't happen", procName, 1);
+        len = strlen(str);
+        if (len < 2 || str[0] != '/' || str[1] != '/') {
+            *pnext = i;
+            return 0;
+        }
+    }
+
+    return 0;
+}
+
+
+/*
+ * \brief  searchForProtoSignature()
+ *
+ * \param[in]     sa           output from cpp, by line
+ * \param[in]     begin        beginning index to search
+ * \param[out]    pstart       starting index for function definition
+ * \param[out]    pstop        index of line on which proto is completed
+ * \param[out]    pcharindex   char index of completing ')' character
+ * \param[out]    pfound       1 if valid signature is found; 0 otherwise
+ * \return   0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If this returns found == 0, it means that there are no
+ *          more function definitions in the file.  Caller must check
+ *          this value and exit the loop over the entire cpp file.
+ *      (2) This follows plan 3 (see above).  We skip comment and blank
+ *          lines at the beginning.  Then we don't check for keywords.
+ *          Instead, find the relative locations of the first occurrences
+ *          of these four tokens: left parenthesis (lp), right
+ *          parenthesis (rp), left brace (lb) and semicolon (sc).
+ *      (3) The signature of a function definition looks like this:
+ *               .... '(' .... ')' '{'
+ *          where the lp and rp must both precede the lb, with only
+ *          whitespace between the rp and the lb.  The '....'
+ *          are sets of tokens that have no braces.
+ *      (4) If a function definition is found, this returns found = 1,
+ *          with 'start' being the first line of the definition and
+ *          'charindex' being the position of the ')' in line 'stop'
+ *          at the end of the arg list.
+ * 

+ */
+static l_int32
+searchForProtoSignature(SARRAY   *sa,
+                        l_int32   begin,
+                        l_int32  *pstart,
+                        l_int32  *pstop,
+                        l_int32  *pcharindex,
+                        l_int32  *pfound)
+{
+l_int32  next, rbline, rbindex, scline;
+l_int32  soffsetlp, soffsetrp, soffsetlb, soffsetsc;
+l_int32  boffsetlp, boffsetrp, boffsetlb, boffsetsc;
+l_int32  toffsetlp, toffsetrp, toffsetlb, toffsetsc;
+
+    PROCNAME("searchForProtoSignature");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pstart)
+        return ERROR_INT("&start not defined", procName, 1);
+    if (!pstop)
+        return ERROR_INT("&stop not defined", procName, 1);
+    if (!pcharindex)
+        return ERROR_INT("&charindex not defined", procName, 1);
+    if (!pfound)
+        return ERROR_INT("&found not defined", procName, 1);
+
+    *pfound = FALSE;
+
+    while (1) {
+
+            /* Skip over sequential '#' comment lines */
+        getNextNonCommentLine(sa, begin, &next);
+        if (next == -1) return 0;
+        if (next != begin) {
+            begin = next;
+            continue;
+        }
+
+            /* Skip over sequential blank lines */
+        getNextNonBlankLine(sa, begin, &next);
+        if (next == -1) return 0;
+        if (next != begin) {
+            begin = next;
+            continue;
+        }
+
+            /* Skip over sequential lines starting with '//' */
+        getNextNonDoubleSlashLine(sa, begin, &next);
+        if (next == -1) return 0;
+        if (next != begin) {
+            begin = next;
+            continue;
+        }
+
+            /* Search for specific character sequence patterns; namely
+             * a lp, a matching rp, a lb and a semicolon.
+             * Abort the search if no lp is found. */
+        getOffsetForCharacter(sa, next, '(', &soffsetlp, &boffsetlp,
+                              &toffsetlp);
+        if (soffsetlp == -1)
+            break;
+        getOffsetForMatchingRP(sa, next, soffsetlp, boffsetlp, toffsetlp,
+                               &soffsetrp, &boffsetrp, &toffsetrp);
+        getOffsetForCharacter(sa, next, '{', &soffsetlb, &boffsetlb,
+                              &toffsetlb);
+        getOffsetForCharacter(sa, next, ';', &soffsetsc, &boffsetsc,
+                              &toffsetsc);
+
+            /* We've found a lp.  Now weed out the case where a matching
+             * rp and a lb are not both found. */
+        if (soffsetrp == -1 || soffsetlb == -1)
+            break;
+
+            /* Check if a left brace occurs before a left parenthesis;
+             * if so, skip it */
+        if (toffsetlb < toffsetlp) {
+            skipToMatchingBrace(sa, next + soffsetlb, boffsetlb,
+                &rbline, &rbindex);
+            skipToSemicolon(sa, rbline, rbindex, &scline);
+            begin = scline + 1;
+            continue;
+        }
+
+            /* Check if a semicolon occurs before a left brace or
+             * a left parenthesis; if so, skip it */
+        if ((soffsetsc != -1) &&
+            (toffsetsc < toffsetlb || toffsetsc < toffsetlp)) {
+            skipToSemicolon(sa, next, 0, &scline);
+            begin = scline + 1;
+            continue;
+        }
+
+            /* OK, it should be a function definition.  We haven't
+             * checked that there is only white space between the
+             * rp and lb, but we've only seen problems with two
+             * extern inlines in sys/stat.h, and this is handled
+             * later by eliminating any prototype beginning with 'extern'. */
+        *pstart = next;
+        *pstop = next + soffsetrp;
+        *pcharindex = boffsetrp;
+        *pfound = TRUE;
+        break;
+    }
+
+    return 0;
+}
+
+
+/*
+ * \brief  captureProtoSignature()
+ *
+ * \param[in]    sa          output from cpp, by line
+ * \param[in]    start       starting index to search; never a comment line
+ * \param[in]    stop        index of line on which pattern is completed
+ * \param[in]    charindex   char index of completing ')' character
+ * \return  cleanstr   prototype string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Return all characters, ending with a ';' after the ')'
+ * 

+ */
+static char *
+captureProtoSignature(SARRAY  *sa,
+                      l_int32  start,
+                      l_int32  stop,
+                      l_int32  charindex)
+{
+char    *str, *newstr, *protostr, *cleanstr;
+SARRAY  *sap;
+l_int32  i;
+
+    PROCNAME("captureProtoSignature");
+
+    if (!sa)
+        return (char *)ERROR_PTR("sa not defined", procName, NULL);
+
+    sap = sarrayCreate(0);
+    for (i = start; i < stop; i++) {
+        str = sarrayGetString(sa, i, L_COPY);
+        sarrayAddString(sap, str, L_INSERT);
+    }
+    str = sarrayGetString(sa, stop, L_COPY);
+    str[charindex + 1] = '\0';
+    newstr = stringJoin(str, ";");
+    sarrayAddString(sap, newstr, L_INSERT);
+    LEPT_FREE(str);
+    protostr = sarrayToString(sap, 2);
+    sarrayDestroy(&sap);
+    cleanstr = cleanProtoSignature(protostr);
+    LEPT_FREE(protostr);
+
+    return cleanstr;
+}
+
+
+/*
+ * \brief  cleanProtoSignature()
+ *
+ * \param[in]   instr  input prototype string
+ * \return  cleanstr   clean prototype string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds 'extern' at beginning and regularizes spaces
+ *          between tokens.
+ * 

+ */
+static char *
+cleanProtoSignature(char *instr)
+{
+char    *str, *cleanstr;
+char     buf[Bufsize];
+char     externstring[] = "extern";
+l_int32  i, j, nwords, nchars, index, len;
+SARRAY  *sa, *saout;
+
+    PROCNAME("cleanProtoSignature");
+
+    if (!instr)
+        return (char *)ERROR_PTR("instr not defined", procName, NULL);
+
+    sa = sarrayCreateWordsFromString(instr);
+    nwords = sarrayGetCount(sa);
+    saout = sarrayCreate(0);
+    sarrayAddString(saout, externstring, L_COPY);
+    for (i = 0; i < nwords; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        nchars = strlen(str);
+        index = 0;
+        for (j = 0; j < nchars; j++) {
+            if (index > Bufsize - 6) {
+                sarrayDestroy(&sa);
+                sarrayDestroy(&saout);
+                return (char *)ERROR_PTR("token too large", procName, NULL);
+            }
+            if (str[j] == '(') {
+                buf[index++] = ' ';
+                buf[index++] = '(';
+                buf[index++] = ' ';
+            } else if (str[j] == ')') {
+                buf[index++] = ' ';
+                buf[index++] = ')';
+            } else {
+                buf[index++] = str[j];
+            }
+        }
+        buf[index] = '\0';
+        sarrayAddString(saout, buf, L_COPY);
+    }
+
+        /* Flatten to a prototype string with spaces added after
+         * each word, and remove the last space */
+    cleanstr = sarrayToString(saout, 2);
+    len = strlen(cleanstr);
+    cleanstr[len - 1] = '\0';
+
+    sarrayDestroy(&sa);
+    sarrayDestroy(&saout);
+    return cleanstr;
+}
+
+
+/*
+ * \brief  skipToEndOfFunction()
+ *
+ * \param[in]    sa        output from cpp, by line
+ * \param[in]    start     index of starting line with left bracket to search
+ * \param[in]    lbindex   starting char index for left bracket
+ * \param[out]   pnext     index of line following the ending '}' for function
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+skipToEndOfFunction(SARRAY   *sa,
+                    l_int32   start,
+                    l_int32   lbindex,
+                    l_int32  *pnext)
+{
+l_int32  end, rbindex;
+l_int32 soffsetlb, boffsetlb, toffsetlb;
+
+    PROCNAME("skipToEndOfFunction");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pnext)
+        return ERROR_INT("&next not defined", procName, 1);
+
+    getOffsetForCharacter(sa, start, '{', &soffsetlb, &boffsetlb,
+                &toffsetlb);
+    skipToMatchingBrace(sa, start + soffsetlb, boffsetlb, &end, &rbindex);
+    if (end == -1) {  /* shouldn't happen! */
+        *pnext = -1;
+        return 1;
+    }
+
+    *pnext = end + 1;
+    return 0;
+}
+
+
+/*
+ * \brief  skipToMatchingBrace()
+ *
+ * \param[in]    sa         output from cpp, by line
+ * \param[in]    start      index of starting line with left bracket to search
+ * \param[in]    lbindex    starting char index for left bracket
+ * \param[out]   pstop      index of line with the matching right bracket
+ * \param[out]   prbindex   char index of matching right bracket
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If the matching right brace is not found, returns
+ *          stop = -1.  This shouldn't happen.
+ * 

+ */
+static l_int32
+skipToMatchingBrace(SARRAY   *sa,
+                    l_int32   start,
+                    l_int32   lbindex,
+                    l_int32  *pstop,
+                    l_int32  *prbindex)
+{
+char    *str;
+l_int32  i, j, jstart, n, sumbrace, found, instring, nchars;
+
+    PROCNAME("skipToMatchingBrace");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pstop)
+        return ERROR_INT("&stop not defined", procName, 1);
+    if (!prbindex)
+        return ERROR_INT("&rbindex not defined", procName, 1);
+
+    instring = 0;  /* init to FALSE; toggle on double quotes */
+    *pstop = -1;
+    n = sarrayGetCount(sa);
+    sumbrace = 1;
+    found = FALSE;
+    for (i = start; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        jstart = 0;
+        if (i == start)
+            jstart = lbindex + 1;
+        nchars = strlen(str);
+        for (j = jstart; j < nchars; j++) {
+                /* Toggle the instring state every time you encounter
+                 * a double quote that is NOT escaped. */
+            if (j == jstart && str[j] == '\"')
+                instring = 1 - instring;
+            if (j > jstart && str[j] == '\"' && str[j-1] != '\\')
+                instring = 1 - instring;
+                /* Record the braces if they are neither a literal character
+                 * nor within a string. */
+            if (str[j] == '{' && str[j+1] != '\'' && !instring) {
+                sumbrace++;
+            } else if (str[j] == '}' && str[j+1] != '\'' && !instring) {
+                sumbrace--;
+                if (sumbrace == 0) {
+                    found = TRUE;
+                    *prbindex = j;
+                    break;
+                }
+            }
+        }
+        if (found) {
+            *pstop = i;
+            return 0;
+        }
+    }
+
+    return ERROR_INT("matching right brace not found", procName, 1);
+}
+
+
+/*
+ * \brief  skipToSemicolon()
+ *
+ * \param[in]     sa          output from cpp, by line
+ * \param[in]     start       index of starting line to search
+ * \param[in]     charindex   starting char index for search
+ * \param[out]    pnext       index of line containing the next ';'
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If the semicolon isn't found, returns next = -1.
+ *          This shouldn't happen.
+ *      (2) This is only used in contexts where the semicolon is
+ *          not within a string.
+ * 

+ */
+static l_int32
+skipToSemicolon(SARRAY   *sa,
+                l_int32   start,
+                l_int32   charindex,
+                l_int32  *pnext)
+{
+char    *str;
+l_int32  i, j, n, jstart, nchars, found;
+
+    PROCNAME("skipToSemicolon");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pnext)
+        return ERROR_INT("&next not defined", procName, 1);
+
+    *pnext = -1;
+    n = sarrayGetCount(sa);
+    found = FALSE;
+    for (i = start; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        jstart = 0;
+        if (i == start)
+            jstart = charindex + 1;
+        nchars = strlen(str);
+        for (j = jstart; j < nchars; j++) {
+            if (str[j] == ';') {
+                found = TRUE;;
+                break;
+            }
+        }
+        if (found) {
+            *pnext = i;
+            return 0;
+        }
+    }
+
+    return ERROR_INT("semicolon not found", procName, 1);
+}
+
+
+/*
+ * \brief  getOffsetForCharacter()
+ *
+ * \param[in]    sa         output from cpp, by line
+ * \param[in]    start      starting index in sa to search;
+ *                          never a comment line
+ * \param[in]    tchar      we are searching for the first instance of this
+ * \param[out]   psoffset   offset in strings from start index
+ * \param[out]   pboffset   offset in bytes within string in which
+ *                          the character is first found
+ * \param[out]   ptoffset   offset in total bytes from beginning of string
+ *                          indexed by 'start' to the location where
+ *                          the character is first found
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) We are searching for the first instance of 'tchar', starting
+ *          at the beginning of the string indexed by start.
+ *      (2) If the character is not found, soffset is returned as -1,
+ *          and the other offsets are set to very large numbers.  The
+ *          caller must check the value of soffset.
+ *      (3) This is only used in contexts where it is not necessary to
+ *          consider if the character is inside a string.
+ * 

+ */
+static l_int32
+getOffsetForCharacter(SARRAY   *sa,
+                      l_int32   start,
+                      char      tchar,
+                      l_int32  *psoffset,
+                      l_int32  *pboffset,
+                      l_int32  *ptoffset)
+{
+char    *str;
+l_int32  i, j, n, nchars, totchars, found;
+
+    PROCNAME("getOffsetForCharacter");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!psoffset)
+        return ERROR_INT("&soffset not defined", procName, 1);
+    if (!pboffset)
+        return ERROR_INT("&boffset not defined", procName, 1);
+    if (!ptoffset)
+        return ERROR_INT("&toffset not defined", procName, 1);
+
+    *psoffset = -1;  /* init to not found */
+    *pboffset = 100000000;
+    *ptoffset = 100000000;
+
+    n = sarrayGetCount(sa);
+    found = FALSE;
+    totchars = 0;
+    for (i = start; i < n; i++) {
+        if ((str = sarrayGetString(sa, i, L_NOCOPY)) == NULL)
+            return ERROR_INT("str not returned; shouldn't happen", procName, 1);
+        nchars = strlen(str);
+        for (j = 0; j < nchars; j++) {
+            if (str[j] == tchar) {
+                found = TRUE;
+                break;
+            }
+        }
+        if (found)
+            break;
+        totchars += nchars;
+    }
+
+    if (found) {
+        *psoffset = i - start;
+        *pboffset = j;
+        *ptoffset = totchars + j;
+    }
+
+    return 0;
+}
+
+
+/*
+ * \brief  getOffsetForMatchingRP()
+ *
+ * \param[in]    sa          output from cpp, by line
+ * \param[in]    start       starting index in sa to search;
+ *                           never a comment line
+ * \param[in]    soffsetlp   string offset to first LP
+ * \param[in]    boffsetlp   byte offset within string to first LP
+ * \param[in]    toffsetlp   total byte offset to first LP
+ * \param[out]   psoffset    offset in strings from start index
+ * \param[out]   pboffset    offset in bytes within string in which
+ *                           the matching RP is found
+ * \param[out]   ptoffset    offset in total bytes from beginning of string
+ *                           indexed by 'start' to the location where
+ *                           the matching RP is found
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) We are searching for the matching right parenthesis (RP) that
+ *          corresponds to the first LP found beginning at the string
+ *          indexed by start.
+ *      (2) If the matching RP is not found, soffset is returned as -1,
+ *          and the other offsets are set to very large numbers.  The
+ *          caller must check the value of soffset.
+ *      (3) This is only used in contexts where it is not necessary to
+ *          consider if the character is inside a string.
+ *      (4) We must do this because although most arg lists have a single
+ *          left and right parenthesis, it is possible to construct
+ *          more complicated prototype declarations, such as those
+ *          where functions are passed in.  The C++ rules for prototypes
+ *          are strict, and require that for functions passed in as args,
+ *          the function name arg be placed in parenthesis, as well
+ *          as its arg list, thus incurring two extra levels of parentheses.
+ * 

+ */
+static l_int32
+getOffsetForMatchingRP(SARRAY   *sa,
+                       l_int32   start,
+                       l_int32   soffsetlp,
+                       l_int32   boffsetlp,
+                       l_int32   toffsetlp,
+                       l_int32  *psoffset,
+                       l_int32  *pboffset,
+                       l_int32  *ptoffset)
+{
+char    *str;
+l_int32  i, j, n, nchars, totchars, leftmatch, firstline, jstart, found;
+
+    PROCNAME("getOffsetForMatchingRP");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!psoffset)
+        return ERROR_INT("&soffset not defined", procName, 1);
+    if (!pboffset)
+        return ERROR_INT("&boffset not defined", procName, 1);
+    if (!ptoffset)
+        return ERROR_INT("&toffset not defined", procName, 1);
+
+    *psoffset = -1;  /* init to not found */
+    *pboffset = 100000000;
+    *ptoffset = 100000000;
+
+    n = sarrayGetCount(sa);
+    found = FALSE;
+    totchars = toffsetlp;
+    leftmatch = 1;  /* count of (LP - RP); we're finished when it goes to 0. */
+    firstline = start + soffsetlp;
+    for (i = firstline; i < n; i++) {
+        if ((str = sarrayGetString(sa, i, L_NOCOPY)) == NULL)
+            return ERROR_INT("str not returned; shouldn't happen", procName, 1);
+        nchars = strlen(str);
+        jstart = 0;
+        if (i == firstline)
+            jstart = boffsetlp + 1;
+        for (j = jstart; j < nchars; j++) {
+            if (str[j] == '(')
+                leftmatch++;
+            else if (str[j] == ')')
+                leftmatch--;
+            if (leftmatch == 0) {
+                found = TRUE;
+                break;
+            }
+        }
+        if (found)
+            break;
+        if (i == firstline)
+            totchars += nchars - boffsetlp;
+        else
+            totchars += nchars;
+    }
+
+    if (found) {
+        *psoffset = i - start;
+        *pboffset = j;
+        *ptoffset = totchars + j;
+    }
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/partify.c b/3rdparty/hgOCR/leptonica/partify.c
new file mode 100644
index 00000000..6c074c07
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/partify.c
@@ -0,0 +1,312 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  partify.c
+ * 
+ *
+ *     Top level
+ *         l_int32          partifyFiles()
+ *         l_int32          partifyPixac()
+ *
+ *     Helpers
+ *         static BOXA     *pixLocateStaveSets()
+ *         static l_int32   boxaRemoveVGaps()
+ * 

+ */
+
+#include "allheaders.h"
+
+    /* Static helplers */
+static BOXA *pixLocateStaveSets(PIX *pixs, l_int32 pageno, PIXA *pixadb);
+static l_ok boxaRemoveVGaps(BOXA *boxa);
+
+
+/*---------------------------------------------------------------------*
+ *                              Top level                              *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   partifyFiles()
+ *
+ * \param[in]    dirname    directory of files
+ * \param[in]    substr     required filename substring; use NULL for all files
+ * \param[in]    nparts     number of parts to generate (counting from top)
+ * \param[in]    outroot    root name of output pdf files
+ * \param[in]    debugfile  [optional] set to NULL for no debug output
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) All page images are compressed in png format into a pixacomp.
+ *      (2) Each page image is deskewed, binarized at 300 ppi,
+ *          partified into %nparts, and saved in a set of pixacomps
+ *          in tiff-g4 format.
+ *      (3) Each partified pixacomp is rendered into a set of page images,
+ *          and output as a pdf.
+ * 

+ */
+l_ok
+partifyFiles(const char  *dirname,
+             const char  *substr,
+             l_int32      nparts,
+             const char  *outroot,
+             const char  *debugfile)
+{
+PIXA   *pixadb;
+PIXAC  *pixac;
+
+    PROCNAME("partifyFiles");
+
+    if (!dirname)
+        return ERROR_INT("dirname not defined", procName, 1);
+    if (nparts < 0 || nparts > 10)
+        return ERROR_INT("nparts not in [1 ... 10]", procName, 1);
+    if (!outroot || outroot[0] == '\n')
+        return ERROR_INT("outroot undefined or empty", procName, 1);
+
+    pixadb = (debugfile) ? pixaCreate(0) : NULL;
+    pixac = pixacompCreateFromFiles(dirname, substr, IFF_PNG);
+    partifyPixac(pixac, nparts, outroot, pixadb);
+    if (pixadb) {
+        L_INFO("writing debug output to %s\n", procName, debugfile);
+        pixaConvertToPdf(pixadb, 300, 1.0, L_FLATE_ENCODE, 0,
+                         "Partify Debug", debugfile);
+    }
+    pixacompDestroy(&pixac);
+    pixaDestroy(&pixadb);
+    return 0;
+}
+
+
+/*!
+ * \brief   partifyPixac()
+ *
+ * \param[in]    pixac      with at least one image
+ * \param[in]    nparts     number of parts to generate (counting from top)
+ * \param[in]    outroot    root name of output pdf files
+ * \param[in]    pixadb     [optional] debug pixa; can be NULL
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See partifyPixac().
+ *      (2) If the image files do not have a resolution, 300 ppi is assumed.
+ * 

+ */
+l_ok
+partifyPixac(PIXAC       *pixac,
+             l_int32      nparts,
+             const char  *outroot,
+             PIXA        *pixadb)
+{
+char       buf[512];
+l_int32    i, j, pageno, res, npage, nbox, icount, line;
+l_float32  factor;
+L_BMF     *bmf;
+BOX       *box1, *box2;
+BOXA      *boxa1, *boxa2, *boxa3;
+PIX       *pix1, *pix2, *pix3, *pix4, *pix5;
+PIXAC    **pixaca;
+
+    PROCNAME("partifyPixac");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    if ((npage = pixacompGetCount(pixac)) == 0)
+        return ERROR_INT("pixac is empty", procName, 1);
+    if (nparts < 1 || nparts > 10)
+        return ERROR_INT("nparts not in [1 ... 10]", procName, 1);
+    if (!outroot || outroot[0] == '\n')
+        return ERROR_INT("outroot undefined or empty", procName, 1);
+
+        /* Initialize the output array for each of the nparts */
+    pixaca = (PIXAC **)LEPT_CALLOC(nparts, sizeof(PIXAC *));
+    for (i = 0; i < nparts; i++)
+        pixaca[i] = pixacompCreate(0);
+
+        /* Process each page */
+    line = 1;
+    bmf = bmfCreate(NULL, 10);
+    for (pageno = 0; pageno < npage; pageno++) {
+        if ((pix1 = pixacompGetPix(pixac, pageno)) == NULL) {
+            L_ERROR("pix for page %d not found\n", procName, pageno);
+            continue;
+        }
+
+            /* Scale, binarize and deskew */
+        res = pixGetXRes(pix1);
+        if (res == 0 || res == 300 || res > 600) {
+            pix2 = pixClone(pix1);
+        } else {
+            factor = 300.0 / (l_float32)res;
+            if (factor > 3)
+                L_WARNING("resolution is very low\n", procName);
+            pix2 = pixScale(pix1, factor, factor);
+        }
+        pix3 = pixConvertTo1Adaptive(pix2);
+        pix4 = pixDeskew(pix3, 0);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+        if (!pix4) {
+            L_ERROR("pix for page %d not deskewed\n", procName, pageno);
+            continue;
+        }
+        pix1 = pixClone(pix4);  /* rename */
+        pixDestroy(&pix4);
+
+            /* Find the stave sets at 4x reduction */
+        boxa1 = pixLocateStaveSets(pix1, pageno, pixadb); 
+
+            /* Break each stave set into the separate staves (parts).
+             * A typical set will have more than one part, but if one of
+             * the parts is a keyboard, it will usually have two staves
+             * (also called a Grand Staff), composed of treble and
+             * bass staves.  For example, a classical violin sonata
+             * could have a staff for the violin and two staves for 
+             * the piano.  We would set nparts == 2, and extract both
+             * of the piano staves as the piano part.  */
+        nbox = boxaGetCount(boxa1);
+        fprintf(stderr, "number of boxes in page %d: %d\n", pageno, nbox);
+        for (i = 0; i < nbox; i++, line++) {
+            snprintf(buf, sizeof(buf), "%d", line);
+            box1 = boxaGetBox(boxa1, i, L_COPY);
+            pix2 = pixClipRectangle(pix1, box1, NULL);
+            pix3 = pixMorphSequence(pix2, "d1.20 + o50.1 + o1.30", 0);
+            boxa2 = pixConnCompBB(pix3, 8);
+            boxa3 = boxaSort(boxa2, L_SORT_BY_Y, L_SORT_INCREASING, NULL);
+            boxaRemoveVGaps(boxa3);
+            icount = boxaGetCount(boxa3);
+            if (icount < nparts)
+                L_WARNING("nparts requested = %d, but only found %d\n",
+                          procName, nparts, icount);
+            for (j = 0; j < icount && j < nparts; j++) {
+                box2 = boxaGetBox(boxa3, j, L_COPY);
+                if (j == nparts - 1)  /* extend the box to the bottom */
+                    boxSetSideLocations(box2, -1, -1, -1,
+                                        pixGetHeight(pix1) - 1);
+                pix4 = pixClipRectangle(pix2, box2, NULL);
+                pix5 = pixAddTextlines(pix4, bmf, buf, 1, L_ADD_LEFT);
+                pixacompAddPix(pixaca[j], pix5, IFF_TIFF_G4);
+                boxDestroy(&box2);
+                pixDestroy(&pix4);
+                pixDestroy(&pix5);
+            }
+            boxaDestroy(&boxa2);
+            boxaDestroy(&boxa3);
+            boxDestroy(&box1);
+            pixDestroy(&pix2);
+            pixDestroy(&pix3);
+        }
+        boxaDestroy(&boxa1);
+        pixDestroy(&pix1);
+    }
+
+        /* Output separate pdfs for each part */
+    for (i = 0; i < nparts; i++) {
+        snprintf(buf, sizeof(buf), "%s-%d.pdf", outroot, i);
+        L_INFO("writing part %d: %s\n", procName, i, buf);
+        pixacompConvertToPdf(pixaca[i], 300, 1.0, L_G4_ENCODE, 0, NULL, buf);
+        pixacompDestroy(&pixaca[i]);
+    }
+    LEPT_FREE(pixaca);
+    bmfDestroy(&bmf);
+    return 0;
+}
+
+
+/*
+ * \brief   pixLocateStaveSets()
+ *
+ * \param[in]    pixs       1 bpp, 300 ppi, deskewed
+ * \param[in]    pageno     page number; used for debug output
+ * \param[in]    pixadb     [optional] debug pixa; can be NULL
+ * \return   boxa   containing the stave sets at full resolution
+ */
+static BOXA *
+pixLocateStaveSets(PIX     *pixs, 
+                   l_int32  pageno,
+                   PIXA    *pixadb)
+{
+BOXA  *boxa1, *boxa2, *boxa3, *boxa4;
+PIX   *pix1, *pix2;
+
+        /* Find the stave sets at 4x reduction */
+    pix1 = pixMorphSequence(pixs, "r11", 0);
+    boxa1 = pixConnCompBB(pix1, 8);
+    boxa2 = boxaSelectByArea(boxa1, 15000, L_SELECT_IF_GT, NULL);
+    boxa3 = boxaSort(boxa2, L_SORT_BY_Y, L_SORT_INCREASING, NULL);
+    if (pixadb) {
+        pix2 = pixConvertTo32(pix1);
+        pixRenderBoxaArb(pix2, boxa3, 2, 255, 0, 0);
+        pixaAddPix(pixadb, pix2, L_INSERT);
+        pixDisplay(pix2, 100 * pageno, 100);
+    }
+    boxaDestroy(&boxa1);
+    boxaDestroy(&boxa2);
+
+    boxaRemoveVGaps(boxa3);
+    if (pixadb) {
+        pix2 = pixConvertTo32(pix1);
+        pixRenderBoxaArb(pix2, boxa3, 2, 0, 255, 0);
+        pixaAddPix(pixadb, pix2, L_INSERT);
+        pixDisplay(pix2, 100 * pageno, 600);
+    }
+    boxa4 = boxaTransform(boxa3, 0, 0, 4.0, 4.0);  /* back to full res */
+    boxaDestroy(&boxa3);
+    pixDestroy(&pix1);
+    return boxa4;
+}
+
+
+/*
+ * \brief   boxaRemoveVGaps()
+ *
+ * \param[in]    boxa
+ * \return   0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The boxes in %boxa are aligned vertically.  Move the horizontal
+ *          edges vertically to remove the gaps between boxes.
+ * 

+ */
+static  l_ok
+boxaRemoveVGaps(BOXA  *boxa)
+{
+l_int32  nbox, i, y1, h1, y2, h2, delta;
+
+    nbox = boxaGetCount(boxa);
+    for (i = 0; i < nbox - 1; i++) {
+        boxaGetBoxGeometry(boxa, i, NULL, &y1, NULL, &h1);
+        boxaGetBoxGeometry(boxa, i + 1, NULL, &y2, NULL, &h2);
+        delta = (y2 - y1 - h1) / 2;
+        boxaAdjustBoxSides(boxa, i, 0, 0, 0, delta);
+        boxaAdjustBoxSides(boxa, i + 1, 0, 0, -delta, 0);
+    }
+    boxaAdjustBoxSides(boxa, nbox - 1, 0, 0, 0, delta);  /* bot of last */
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/partition.c b/3rdparty/hgOCR/leptonica/partition.c
new file mode 100644
index 00000000..040eaebf
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/partition.c
@@ -0,0 +1,659 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  partition.c
+ * 
+ *
+ *      Whitespace block extraction
+ *          BOXA            *boxaGetWhiteblocks()
+ *
+ *      Helpers
+ *          static PARTEL   *partelCreate()
+ *          static void      partelDestroy()
+ *          static l_int32   partelSetSize()
+ *          static BOXA     *boxaGenerateSubboxes()
+ *          static BOX      *boxaSelectPivotBox()
+ *          static l_int32   boxaCheckIfOverlapIsSmall()
+ *          BOXA            *boxaPruneSortedOnOverlap()
+ * 

+ */
+
+#include "allheaders.h"
+
+/*! Partition element */
+struct PartitionElement {
+    l_float32  size;  /* sorting key */
+    BOX       *box;   /* region of the element */
+    BOXA      *boxa;  /* set of intersecting boxes */
+};
+typedef struct PartitionElement PARTEL;
+
+static PARTEL * partelCreate(BOX *box);
+static void partelDestroy(PARTEL **ppartel);
+static l_int32 partelSetSize(PARTEL *partel, l_int32 sortflag);
+static BOXA * boxaGenerateSubboxes(BOX *box, BOXA *boxa, l_int32 maxperim,
+                                   l_float32  fract);
+static BOX * boxaSelectPivotBox(BOX *box, BOXA *boxa, l_int32 maxperim,
+                                l_float32 fract);
+static l_int32 boxCheckIfOverlapIsBig(BOX *box, BOXA *boxa,
+                                      l_float32 maxoverlap);
+
+static const l_int32  DefaultMaxPops = 20000;
+
+
+#ifndef  NO_CONSOLE_IO
+#define  OUTPUT_HEAP_STATS   0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*------------------------------------------------------------------*
+ *                    Whitespace block extraction                   *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   boxaGetWhiteblocks()
+ *
+ * \param[in]    boxas        typ. a set of bounding boxes of fg components
+ * \param[in]    box          initial region; typically including all boxes
+ *                            in boxas; if null, it computes the region to
+ *                            include all boxes in boxas
+ * \param[in]    sortflag     L_SORT_BY_WIDTH, L_SORT_BY_HEIGHT,
+ *                            L_SORT_BY_MIN_DIMENSION, L_SORT_BY_MAX_DIMENSION,
+ *                            L_SORT_BY_PERIMETER, L_SORT_BY_AREA
+ * \param[in]    maxboxes     max number of output whitespace boxes; e.g., 100
+ * \param[in]    maxoverlap   maximum fractional overlap of a box by any
+ *                            of the larger boxes; e.g., 0.2
+ * \param[in]    maxperim     maximum half-perimeter, in pixels, for which
+ *                            pivot is selected by proximity to box centroid;
+ *                            e.g., 200
+ * \param[in]    fract        fraction of box diagonal that is an acceptable
+ *                            distance from the box centroid to select
+ *                            the pivot; e.g., 0.2
+ * \param[in]    maxpops      max number of pops from the heap; use 0 as default
+ * \return  boxa  of sorted whitespace boxes, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses the elegant Breuel algorithm, found in "Two
+ *          Geometric Algorithms for Layout Analysis", 2002,
+ *          url: "citeseer.ist.psu.edu/breuel02two.html".
+ *          It starts with the bounding boxes (b.b.) of the connected
+ *          components (c.c.) in a region, along with the rectangle
+ *          representing that region.  It repeatedly divides the
+ *          rectangle into four maximal rectangles that exclude a
+ *          pivot rectangle, sorting them in a priority queue
+ *          according to one of the six sort flags.  It returns a boxa
+ *          of the "largest" set that have no intersection with boxes
+ *          from the input boxas.
+ *      (2) If box == NULL, the initial region is the minimal region
+ *          that includes the origin and every box in boxas.
+ *      (3) maxboxes is the maximum number of whitespace boxes that will
+ *          be returned.  The actual number will depend on the image
+ *          and the values chosen for maxoverlap and maxpops.  In many
+ *          cases, the actual number will be 'maxboxes'.
+ *      (4) maxoverlap allows pruning of whitespace boxes depending on
+ *          the overlap.  To avoid all pruning, use maxoverlap = 1.0.
+ *          To select only boxes that have no overlap with each other
+ *          (maximal pruning), choose maxoverlap = 0.0.
+ *          Otherwise, no box can have more than the 'maxoverlap' fraction
+ *          of its area overlapped by any larger (in the sense of the
+ *          sortflag) box.
+ *      (5) Choose maxperim (actually, maximum half-perimeter) to
+ *          represent a c.c. that is small enough so that you don't care
+ *          about the white space that could be inside of it.  For all such
+ *          c.c., the pivot for 'quadfurcation' of a rectangle is selected
+ *          as having a reasonable proximity to the rectangle centroid.
+ *      (6) Use fract in the range [0.0 ... 1.0].  Set fract = 0.0
+ *          to choose the small box nearest the centroid as the pivot.
+ *          If you choose fract > 0.0, it is suggested that you call
+ *          boxaPermuteRandom() first, to permute the boxes (see usage below).
+ *          This should reduce the search time for each of the pivot boxes.
+ *      (7) Choose maxpops to be the maximum number of rectangles that
+ *          are popped from the heap.  This is an indirect way to limit the
+ *          execution time.  Use 0 for default (a fairly large number).
+ *          At any time, you can expect the heap to contain about
+ *          2.5 times as many boxes as have been popped off.
+ *      (8) The output result is a sorted set of overlapping
+ *          boxes, constrained by 'maxboxes', 'maxoverlap' and 'maxpops'.
+ *      (9) The main defect of the method is that it abstracts out the
+ *          actual components, retaining only the b.b. for analysis.
+ *          Consider a component with a large b.b.  If this is chosen
+ *          as a pivot, all white space inside is immediately taken
+ *          out of consideration.  Furthermore, even if it is never chosen
+ *          as a pivot, as the partitioning continues, at no time will
+ *          any of the whitespace inside this component be part of a
+ *          rectangle with zero overlapping boxes.  Thus, the interiors
+ *          of all boxes are necessarily excluded from the union of
+ *          the returned whitespace boxes.
+ *     (10) It should be noted that the algorithm puts a large number
+ *          of partels on the queue.  Setting a limit of X partels to
+ *          remove from the queue, one typically finds that there will be
+ *          several times that number (say, 2X - 3X) left on the queue.
+ *          For an efficient algorithm to find the largest white or
+ *          or black rectangles, without permitting them to overlap,
+ *          see pixFindLargeRectangles().
+ *     (11) USAGE: One way to accommodate to this weakness is to remove such
+ *          large b.b. before starting the computation.  For example,
+ *          if 'box' is an input image region containing 'boxa' b.b. of c.c.:
+ *
+ *                   // Faster pivot choosing
+ *               boxaPermuteRandom(boxa, boxa);
+ *
+ *                   // Remove anything either large width or height
+ *               boxat = boxaSelectBySize(boxa, maxwidth, maxheight,
+ *                                        L_SELECT_IF_BOTH, L_SELECT_IF_LT,
+ *                                        NULL);
+ *
+ *               boxad = boxaGetWhiteblocks(boxat, box, type, maxboxes,
+ *                                          maxoverlap, maxperim, fract,
+ *                                          maxpops);
+ *
+ *          The result will be rectangular regions of "white space" that
+ *          extend into (and often through) the excluded components.
+ *     (11) As a simple example, suppose you wish to find the columns on a page.
+ *          First exclude large c.c. that may block the columns, and then call:
+ *
+ *               boxad = boxaGetWhiteblocks(boxa, box, L_SORT_BY_HEIGHT,
+ *                                          20, 0.15, 200, 0.2, 2000);
+ *
+ *          to get the 20 tallest boxes with no more than 0.15 overlap
+ *          between a box and any of the taller ones, and avoiding the
+ *          use of any c.c. with a b.b. half perimeter greater than 200
+ *          as a pivot.
+ * 

+ */
+BOXA *
+boxaGetWhiteblocks(BOXA      *boxas,
+                   BOX       *box,
+                   l_int32    sortflag,
+                   l_int32    maxboxes,
+                   l_float32  maxoverlap,
+                   l_int32    maxperim,
+                   l_float32  fract,
+                   l_int32    maxpops)
+{
+l_int32  i, w, h, n, nsub, npush, npop;
+BOX     *boxsub;
+BOXA    *boxa, *boxa4, *boxasub, *boxad;
+PARTEL  *partel;
+L_HEAP  *lh;
+
+    PROCNAME("boxaGetWhiteblocks");
+
+    if (!boxas)
+        return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL);
+    if (sortflag != L_SORT_BY_WIDTH && sortflag != L_SORT_BY_HEIGHT &&
+        sortflag != L_SORT_BY_MIN_DIMENSION &&
+        sortflag != L_SORT_BY_MAX_DIMENSION &&
+        sortflag != L_SORT_BY_PERIMETER && sortflag != L_SORT_BY_AREA)
+        return (BOXA *)ERROR_PTR("invalid sort flag", procName, NULL);
+    if (maxboxes < 1) {
+        maxboxes = 1;
+        L_WARNING("setting maxboxes = 1\n", procName);
+    }
+    if (maxoverlap < 0.0 || maxoverlap > 1.0)
+        return (BOXA *)ERROR_PTR("invalid maxoverlap", procName, NULL);
+    if (maxpops == 0)
+        maxpops = DefaultMaxPops;
+
+    if (!box) {
+        boxaGetExtent(boxas, &w, &h, NULL);
+        box = boxCreate(0, 0, w, h);
+    }
+
+        /* Prime the heap */
+    lh = lheapCreate(20, L_SORT_DECREASING);
+    partel = partelCreate(box);
+    partel->boxa = boxaCopy(boxas, L_CLONE);
+    partelSetSize(partel, sortflag);
+    lheapAdd(lh, partel);
+
+    npush = 1;
+    npop = 0;
+    boxad = boxaCreate(0);
+    while (1) {
+        if ((partel = (PARTEL *)lheapRemove(lh)) == NULL)  /* we're done */
+            break;
+
+        npop++;  /* How many boxes have we retrieved from the queue? */
+        if (npop > maxpops) {
+            partelDestroy(&partel);
+            break;
+        }
+
+            /* Extract the contents */
+        boxa = boxaCopy(partel->boxa, L_CLONE);
+        box = boxClone(partel->box);
+        partelDestroy(&partel);
+
+            /* Can we output this one? */
+        n = boxaGetCount(boxa);
+        if (n == 0) {
+            if (boxCheckIfOverlapIsBig(box, boxad, maxoverlap) == 0)
+                boxaAddBox(boxad, box, L_INSERT);
+            else
+                boxDestroy(&box);
+            boxaDestroy(&boxa);
+            if (boxaGetCount(boxad) >= maxboxes)  /* we're done */
+                break;
+            continue;
+        }
+
+
+            /* Generate up to 4 subboxes and put them on the heap */
+        boxa4 = boxaGenerateSubboxes(box, boxa, maxperim, fract);
+        boxDestroy(&box);
+        nsub = boxaGetCount(boxa4);
+        for (i = 0; i < nsub; i++) {
+            boxsub = boxaGetBox(boxa4, i, L_CLONE);
+            boxasub = boxaIntersectsBox(boxa, boxsub);
+            partel = partelCreate(boxsub);
+            partel->boxa = boxasub;
+            partelSetSize(partel, sortflag);
+            lheapAdd(lh, partel);
+            boxDestroy(&boxsub);
+        }
+        npush += nsub;  /* How many boxes have we put on the queue? */
+
+/*        boxaWriteStream(stderr, boxa4); */
+
+        boxaDestroy(&boxa4);
+        boxaDestroy(&boxa);
+    }
+
+#if  OUTPUT_HEAP_STATS
+    fprintf(stderr, "Heap statistics:\n");
+    fprintf(stderr, "  Number of boxes pushed: %d\n", npush);
+    fprintf(stderr, "  Number of boxes popped: %d\n", npop);
+    fprintf(stderr, "  Number of boxes on heap: %d\n", lheapGetCount(lh));
+#endif  /* OUTPUT_HEAP_STATS */
+
+        /* Clean up the heap */
+    while ((partel = (PARTEL *)lheapRemove(lh)) != NULL)
+        partelDestroy(&partel);
+    lheapDestroy(&lh, FALSE);
+
+    return boxad;
+}
+
+
+/*------------------------------------------------------------------*
+ *                               Helpers                            *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   partelCreate()
+ *
+ * \param[in]    box    region; inserts a copy
+ * \return  partel, or NULL on error
+ */
+static PARTEL *
+partelCreate(BOX  *box)
+{
+PARTEL  *partel;
+
+    partel = (PARTEL *)LEPT_CALLOC(1, sizeof(PARTEL));
+    partel->box = boxCopy(box);
+    return partel;
+}
+
+
+/*!
+ * \brief   partelDestroy()
+ *
+ * \param[in,out]   ppartel   contents will be set to null before returning
+ * \return  void
+ */
+static void
+partelDestroy(PARTEL  **ppartel)
+{
+PARTEL  *partel;
+
+    PROCNAME("partelDestroy");
+
+    if (ppartel == NULL) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+
+    if ((partel = *ppartel) == NULL)
+        return;
+
+    boxDestroy(&partel->box);
+    boxaDestroy(&partel->boxa);
+    LEPT_FREE(partel);
+    *ppartel = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   partelSetSize()
+ *
+ * \param[in]    partel
+ * \param[in]    sortflag   L_SORT_BY_WIDTH, L_SORT_BY_HEIGHT,
+ *                          L_SORT_BY_MIN_DIMENSION, L_SORT_BY_MAX_DIMENSION,
+ *                          L_SORT_BY_PERIMETER, L_SORT_BY_AREA
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+partelSetSize(PARTEL  *partel,
+              l_int32  sortflag)
+{
+l_int32  w, h;
+
+    PROCNAME("partelSetSize");
+
+    if (!partel)
+        return ERROR_INT("partel not defined", procName, 1);
+
+    boxGetGeometry(partel->box, NULL, NULL, &w, &h);
+    if (sortflag == L_SORT_BY_WIDTH)
+        partel->size = (l_float32)w;
+    else if (sortflag == L_SORT_BY_HEIGHT)
+        partel->size = (l_float32)h;
+    else if (sortflag == L_SORT_BY_MIN_DIMENSION)
+        partel->size = (l_float32)L_MIN(w, h);
+    else if (sortflag == L_SORT_BY_MAX_DIMENSION)
+        partel->size = (l_float32)L_MAX(w, h);
+    else if (sortflag == L_SORT_BY_PERIMETER)
+        partel->size = (l_float32)(w + h);
+    else if (sortflag == L_SORT_BY_AREA)
+        partel->size = (l_float32)(w * h);
+    else
+        return ERROR_INT("invalid sortflag", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   boxaGenerateSubboxes()
+ *
+ * \param[in]    box         region to be split into up to four overlapping
+ *                           subregions
+ * \param[in]    boxa        boxes of rectangles intersecting the box
+ * \param[in]    maxperim    maximum half-perimeter for which pivot
+ *                           is selected by proximity to box centroid
+ * \param[in]    fract       fraction of box diagonal that is an acceptable
+ *                           distance from the box centroid to select the pivot
+ * \return  boxa             of four or less overlapping subrectangles of
+ *                           the box, or NULL on error
+ */
+static BOXA *
+boxaGenerateSubboxes(BOX       *box,
+                     BOXA      *boxa,
+                     l_int32    maxperim,
+                     l_float32  fract)
+{
+l_int32  x, y, w, h, xp, yp, wp, hp;
+BOX     *boxp;  /* pivot box */
+BOX     *boxsub;
+BOXA    *boxa4;
+
+    PROCNAME("boxaGenerateSubboxes");
+
+    if (!box)
+        return (BOXA *)ERROR_PTR("box not defined", procName, NULL);
+    if (!boxa)
+        return (BOXA *)ERROR_PTR("boxa not defined", procName, NULL);
+
+    boxa4 = boxaCreate(4);
+    boxp = boxaSelectPivotBox(box, boxa, maxperim, fract);
+    boxGetGeometry(box, &x, &y, &w, &h);
+    boxGetGeometry(boxp, &xp, &yp, &wp, &hp);
+    boxDestroy(&boxp);
+    if (xp > x) {   /* left sub-box */
+        boxsub = boxCreate(x, y, xp - x, h);
+        boxaAddBox(boxa4, boxsub, L_INSERT);
+    }
+    if (yp > y) {   /* top sub-box */
+        boxsub = boxCreate(x, y, w, yp - y);
+        boxaAddBox(boxa4, boxsub, L_INSERT);
+    }
+    if (xp + wp < x + w) {   /* right sub-box */
+        boxsub = boxCreate(xp + wp, y, x + w - xp - wp, h);
+        boxaAddBox(boxa4, boxsub, L_INSERT);
+    }
+    if (yp + hp < y + h) {   /* bottom sub-box */
+        boxsub = boxCreate(x, yp + hp, w, y + h - yp - hp);
+        boxaAddBox(boxa4, boxsub, L_INSERT);
+    }
+
+    return boxa4;
+}
+
+
+/*!
+ * \brief   boxaSelectPivotBox()
+ *
+ * \param[in]    box        containing box; to be split by the pivot box
+ * \param[in]    boxa       boxes of rectangles, from which 1 is to be chosen
+ * \param[in]    maxperim   maximum half-perimeter for which pivot
+ *                          is selected by proximity to box centroid
+ * \param[in]    fract      fraction of box diagonal that is an acceptable
+ *                          distance from the box centroid to select the pivot
+ * \return  box             pivot box for subdivision into 4 rectangles,
+ *                          or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a tricky piece that wasn't discussed in the
+ *          Breuel's 2002 paper.
+ *      (2) Selects a box from boxa whose centroid is reasonably close to
+ *          the centroid of the containing box (xc, yc) and whose
+ *          half-perimeter does not exceed the maxperim value.
+ *      (3) If there are no boxes in the boxa that are small enough,
+ *          then it selects the smallest of the larger boxes,
+ *          without reference to its location in the containing box.
+ *      (4) If a small box has a centroid at a distance from the
+ *          centroid of the containing box that is not more than
+ *          the fraction 'fract' of the diagonal of the containing
+ *          box, that box is chosen as the pivot, terminating the
+ *          search for the nearest small box.
+ *      (5) Use fract in the range [0.0 ... 1.0].  Set fract = 0.0
+ *          to choose the small box nearest the centroid.
+ *      (6) Choose maxperim to represent a connected component that is
+ *          small enough so that you don't care about the white space
+ *          that could be inside of it.
+ * 

+ */
+static BOX *
+boxaSelectPivotBox(BOX       *box,
+                   BOXA      *boxa,
+                   l_int32    maxperim,
+                   l_float32  fract)
+{
+l_int32    i, n, bw, bh, w, h;
+l_int32    smallfound, minindex, perim, minsize;
+l_float32  delx, dely, mindist, threshdist, dist, x, y, cx, cy;
+BOX       *boxt;
+
+    PROCNAME("boxaSelectPivotBox");
+
+    if (!box)
+        return (BOX *)ERROR_PTR("box not defined", procName, NULL);
+    if (!boxa)
+        return (BOX *)ERROR_PTR("boxa not defined", procName, NULL);
+    n = boxaGetCount(boxa);
+    if (n == 0)
+        return (BOX *)ERROR_PTR("no boxes in boxa", procName, NULL);
+    if (fract < 0.0 || fract > 1.0) {
+        L_WARNING("fract out of bounds; using 0.0\n", procName);
+        fract = 0.0;
+    }
+
+    boxGetGeometry(box, NULL, NULL, &w, &h);
+    boxGetCenter(box, &x, &y);
+    threshdist = fract * (w * w + h * h);
+    mindist = 1000000000.;
+    minindex = 0;
+    smallfound = FALSE;
+    for (i = 0; i < n; i++) {
+        boxt = boxaGetBox(boxa, i, L_CLONE);
+        boxGetGeometry(boxt, NULL, NULL, &bw, &bh);
+        boxGetCenter(boxt, &cx, &cy);
+        boxDestroy(&boxt);
+        if (bw + bh > maxperim)
+            continue;
+        smallfound = TRUE;
+        delx = cx - x;
+        dely = cy - y;
+        dist = delx * delx + dely * dely;
+        if (dist <= threshdist)
+            return boxaGetBox(boxa, i, L_COPY);
+        if (dist < mindist) {
+            minindex = i;
+            mindist = dist;
+        }
+    }
+
+        /* If there are small boxes but none are within 'fract' of the
+         * centroid, return the nearest one. */
+    if (smallfound == TRUE)
+        return boxaGetBox(boxa, minindex, L_COPY);
+
+        /* No small boxes; return the smallest of the large boxes */
+    minsize = 1000000000;
+    minindex = 0;
+    for (i = 0; i < n; i++) {
+        boxaGetBoxGeometry(boxa, i, NULL, NULL, &bw, &bh);
+        perim = bw + bh;
+        if (perim < minsize) {
+            minsize = perim;
+            minindex = i;
+        }
+    }
+    return boxaGetBox(boxa, minindex, L_COPY);
+}
+
+
+/*!
+ * \brief   boxCheckIfOverlapIsBig()
+ *
+ * \param[in]    box          to be tested
+ * \param[in]    boxa         of boxes already stored
+ * \param[in]    maxoverlap   maximum fractional overlap of the input box
+ *                            by any of the boxes in boxa
+ * \return      0 if box has small overlap with every box in boxa;
+ *              1 otherwise or on error
+ */
+static l_int32
+boxCheckIfOverlapIsBig(BOX       *box,
+                       BOXA      *boxa,
+                       l_float32  maxoverlap)
+{
+l_int32    i, n, bigoverlap;
+l_float32  fract;
+BOX       *boxt;
+
+    PROCNAME("boxCheckIfOverlapIsBig");
+
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    if (!boxa)
+        return ERROR_INT("boxa not defined", procName, 1);
+    if (maxoverlap < 0.0 || maxoverlap > 1.0)
+        return ERROR_INT("invalid maxoverlap", procName, 1);
+
+    n = boxaGetCount(boxa);
+    if (n == 0 || maxoverlap == 1.0)
+        return 0;
+
+    bigoverlap = 0;
+    for (i = 0; i < n; i++) {
+        boxt = boxaGetBox(boxa, i, L_CLONE);
+        boxOverlapFraction(boxt, box, &fract);
+        boxDestroy(&boxt);
+        if (fract > maxoverlap) {
+            bigoverlap = 1;
+            break;
+        }
+    }
+
+    return bigoverlap;
+}
+
+
+/*!
+ * \brief   boxaPruneSortedOnOverlap()
+ *
+ * \param[in]    boxas        sorted by size in decreasing order
+ * \param[in]    maxoverlap   maximum fractional overlap of a box by any
+ *                            of the larger boxes
+ * \return  boxad pruned, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This selectively removes smaller boxes when they are overlapped
+ *          by any larger box by more than the input 'maxoverlap' fraction.
+ *      (2) To avoid all pruning, use maxoverlap = 1.0.  To select only
+ *          boxes that have no overlap with each other (maximal pruning),
+ *          set maxoverlap = 0.0.
+ *      (3) If there are no boxes in boxas, returns an empty boxa.
+ * 

+ */
+BOXA *
+boxaPruneSortedOnOverlap(BOXA      *boxas,
+                         l_float32  maxoverlap)
+{
+l_int32    i, j, n, remove;
+l_float32  fract;
+BOX       *box1, *box2;
+BOXA      *boxad;
+
+    PROCNAME("boxaPruneSortedOnOverlap");
+
+    if (!boxas)
+        return (BOXA *)ERROR_PTR("boxas not defined", procName, NULL);
+    if (maxoverlap < 0.0 || maxoverlap > 1.0)
+        return (BOXA *)ERROR_PTR("invalid maxoverlap", procName, NULL);
+
+    n = boxaGetCount(boxas);
+    if (n == 0 || maxoverlap == 1.0)
+        return boxaCopy(boxas, L_COPY);
+
+    boxad = boxaCreate(0);
+    box2 = boxaGetBox(boxas, 0, L_COPY);
+    boxaAddBox(boxad, box2, L_INSERT);
+    for (j = 1; j < n; j++) {   /* prune on j */
+        box2 = boxaGetBox(boxas, j, L_COPY);
+        remove = FALSE;
+        for (i = 0; i < j; i++) {   /* test on i */
+            box1 = boxaGetBox(boxas, i, L_CLONE);
+            boxOverlapFraction(box1, box2, &fract);
+            boxDestroy(&box1);
+            if (fract > maxoverlap) {
+                remove = TRUE;
+                break;
+            }
+        }
+        if (remove == TRUE)
+            boxDestroy(&box2);
+        else
+            boxaAddBox(boxad, box2, L_INSERT);
+    }
+
+    return boxad;
+}
diff --git a/3rdparty/hgOCR/leptonica/pdfio1.c b/3rdparty/hgOCR/leptonica/pdfio1.c
new file mode 100644
index 00000000..2dd95c4d
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pdfio1.c
@@ -0,0 +1,2252 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pdfio1.c
+ * 
+ *
+ *    Higher-level operations for generating pdf from images.
+ *    Use poppler's pdfimages to invert the process, extracting
+ *    raster images from pdf.
+ *
+ *    |=============================================================|
+ *    |                        Important notes                      |
+ *    |=============================================================|
+ *    | Some of these functions require I/O libraries such as       |
+ *    | libtiff, libjpeg, libpng, libz and libopenjp2.  If you do   |
+ *    | not have these libraries, some calls will fail.  For        |
+ *    | example, if you do not have libopenjp2, you cannot write a  |
+ *    | pdf where transcoding is required to incorporate a          |
+ *    | jp2k image.                                                 |
+ *    |                                                             |
+ *    | You can manually deactivate all pdf writing by setting      |
+ *    | this in environ.h:                                          |
+ *    | \code                                                       |
+ *    |      #define  USE_PDFIO     0                               |
+ *    | \endcode                                                    |
+ *    | This will link the stub file pdfiostub.c.                   |
+ *    |=============================================================|
+ *
+ *     Set 1. These functions convert a set of image files
+ *     to a multi-page pdf file, with one image on each page.
+ *     All images are rendered at the same (input) resolution.
+ *     The images can be specified as being in a directory, or they
+ *     can be in an sarray.  The output pdf can be either a file
+ *     or an array of bytes in memory.
+ *
+ *     Set 2. These functions are a special case of set 1, where
+ *     no scaling or change in quality is required.  For jpeg and jp2k
+ *     images, the bytes in each file can be directly incorporated
+ *     into the output pdf, and the wrapping up of multiple image
+ *     files is very fast.  For non-interlaced png, the data bytes
+ *     including the predictors can also be written directly into the
+ *     flate pdf data.  For other image formats (e.g., tiff-g4),
+ *     transcoding is required, where the image data is first decompressed
+ *     and then the G4 or Flate (gzip) encodings are generated.
+ *
+ *     Set 3. These functions convert a set of images in memory
+ *     to a multi-page pdf, with one image on each page.  The pdf
+ *     output can be either a file or an array of bytes in memory.
+ *
+ *     Set 4. These functions implement a pdf output "device driver"
+ *     for wrapping (encoding) any number of images on a single page
+ *     in pdf.  The input can be either an image file or a Pix;
+ *     the pdf output can be either a file or an array of bytes in memory.
+ *
+ *     Set 5. These "segmented" functions take a set of image
+ *     files, along with optional segmentation information, and
+ *     generate a multi-page pdf file, where each page consists
+ *     in general of a mixed raster pdf of image and non-image regions.
+ *     The segmentation information for each page can be input as
+ *     either a mask over the image parts, or as a Boxa of those
+ *     regions.
+ *
+ *     Set 6. These "segmented" functions convert an image and
+ *     an optional Boxa of image regions into a mixed raster pdf file
+ *     for the page.  The input image can be either a file or a Pix.
+ *
+ *     Set 7. These functions take a set of single-page pdf files
+ *     and concatenates it into a multi-page pdf.  The input can be
+ *     a set of either single page pdf files or pdf 'strings' in memory.
+ *     The output can be either a file or an array of bytes in memory.
+ *
+ *     The images in the pdf file can be rendered using a pdf viewer,
+ *     such as evince, gv, xpdf or acroread.
+ *
+ *     Reference on the pdf file format:
+ *         http://www.adobe.com/devnet/pdf/pdf_reference_archive.html
+ *
+ *     1. Convert specified image files to pdf (one image file per page)
+ *          l_int32             convertFilesToPdf()
+ *          l_int32             saConvertFilesToPdf()
+ *          l_int32             saConvertFilesToPdfData()
+ *          l_int32             selectDefaultPdfEncoding()
+ *
+ *     2. Convert specified image files to pdf without scaling
+ *          l_int32             convertUnscaledFilesToPdf()
+ *          l_int32             saConvertUnscaledFilesToPdf()
+ *          l_int32             saConvertUnscaledFilesToPdfData()
+ *          l_int32             convertUnscaledToPdfData()
+ *
+ *     3. Convert multiple images to pdf (one image per page)
+ *          l_int32             pixaConvertToPdf()
+ *          l_int32             pixaConvertToPdfData()
+ *
+ *     4. Single page, multi-image converters
+ *          l_int32             convertToPdf()
+ *          l_int32             convertImageDataToPdf()
+ *          l_int32             convertToPdfData()
+ *          l_int32             convertImageDataToPdfData()
+ *          l_int32             pixConvertToPdf()
+ *          l_int32             pixWriteStreamPdf()
+ *          l_int32             pixWriteMemPdf()
+ *
+ *     5. Segmented multi-page, multi-image converter
+ *          l_int32             convertSegmentedFilesToPdf()
+ *          BOXAA              *convertNumberedMasksToBoxaa()
+ *
+ *     6. Segmented single page, multi-image converters
+ *          l_int32             convertToPdfSegmented()
+ *          l_int32             pixConvertToPdfSegmented()
+ *          l_int32             convertToPdfDataSegmented()
+ *          l_int32             pixConvertToPdfDataSegmented()
+ *
+ *     7. Multipage concatenation
+ *          l_int32             concatenatePdf()
+ *          l_int32             saConcatenatePdf()
+ *          l_int32             ptraConcatenatePdf()
+ *          l_int32             concatenatePdfToData()
+ *          l_int32             saConcatenatePdfToData()
+ *
+ *     The top-level multi-image functions can be visualized as follows:
+ *          Output pdf data to file:
+ *             convertToPdf()  and  convertImageDataToPdf()
+ *                     --> pixConvertToPdf()
+ *                           --> pixConvertToPdfData()
+ *
+ *          Output pdf data to array in memory:
+ *             convertToPdfData()  and  convertImageDataToPdfData()
+ *                     --> pixConvertToPdfData()
+ *
+ *     The top-level segmented image functions can be visualized as follows:
+ *          Output pdf data to file:
+ *             convertToPdfSegmented()
+ *                     --> pixConvertToPdfSegmented()
+ *                           --> pixConvertToPdfDataSegmented()
+ *
+ *          Output pdf data to array in memory:
+ *             convertToPdfDataSegmented()
+ *                     --> pixConvertToPdfDataSegmented()
+ *
+ *     For multi-page concatenation, there are three different types of input
+ *        (1) directory and optional filename filter
+ *        (2) sarray of filenames
+ *        (3) ptra of byte arrays of pdf data
+ *     and two types of output for the concatenated pdf data
+ *        (1) filename
+ *        (2) data array and size
+ *     High-level interfaces are given for each of the six combinations.
+ *
+ *     Note: When wrapping small images into pdf, it is useful to give
+ *     them a relatively low resolution value, to avoid rounding errors
+ *     when rendering the images.  For example, if you want an image
+ *     of width w pixels to be 5 inches wide on a screen, choose a
+ *     resolution w/5.
+ *
+ *     The very fast functions in section (2) require neither transcoding
+ *     nor parsing of the compressed jpeg file.  With three types of image
+ *     compression, the compressed strings can be incorporated into
+ *     the pdf data without decompression and re-encoding: jpeg, jp2k
+ *     and png.  The DCTDecode and JPXDecode filters can handle the
+ *     entire jpeg and jp2k encoded string as a byte array in the pdf file.
+ *     The FlateDecode filter can handle the png compressed image data,
+ *     including predictors that occur as the first byte in each
+ *     raster line, but it is necessary to store only the png IDAT chunk
+ *     data in the pdf array.  The alternative for wrapping png images
+ *     is to transcode them: uncompress into a raster (a pix) and then
+ *     gzip the raster data.  This typically results in a larger pdf file
+ *     because it doesn't use the two-dimensional png predictor.
+ *     Colormaps, which are found in png PLTE chunks, must always be
+ *     pulled out and included separately in the pdf.  For CCITT-G4
+ *     compression, you can not simply include a tiff G4 file -- you must
+ *     either parse it and extract the G4 compressed data within it,
+ *     or uncompress to a raster and G4 compress again.
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  USE_PDFIO   /* defined in environ.h */
+ /* --------------------------------------------*/
+
+    /* Typical scan resolution in ppi (pixels/inch) */
+static const l_int32  DefaultInputRes = 300;
+
+
+/*---------------------------------------------------------------------*
+ *    Convert specified image files to pdf (one image file per page)   *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertFilesToPdf()
+ *
+ * \param[in]    dirname       directory name containing images
+ * \param[in]    substr        [optional] substring filter on filenames;
+ *                             can be NULL
+ * \param[in]    res           input resolution of all images
+ * \param[in]    scalefactor   scaling factor applied to each image; > 0.0
+ * \param[in]    type          encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                             L_FLATE_ENCODE, L_JP2K_ENCODE or
+ *                             L_DEFAULT_ENCODE for default)
+ * \param[in]    quality       for jpeg: 1-100; 0 for default (75)
+ *                             for jp2k: 27-45; 0 for default (34)
+ * \param[in]    title         [optional] pdf title; if null, taken from
+ *                             the first image filename
+ * \param[in]    fileout       pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %substr is not NULL, only image filenames that contain
+ *          the substring can be used.  If %substr == NULL, all files
+ *          in the directory are used.
+ *      (2) The files in the directory, after optional filtering by
+ *          the substring, are lexically sorted in increasing order
+ *          before concatenation.
+ *      (3) The scalefactor is applied to each image before encoding.
+ *          If you enter a value <= 0.0, it will be set to 1.0.
+ *      (4) Specifying one of the four encoding types for %type forces
+ *          all images to be compressed with that type.  Use 0 to have
+ *          the type determined for each image based on depth and whether
+ *          or not it has a colormap.
+ * 

+ */
+l_ok
+convertFilesToPdf(const char  *dirname,
+                  const char  *substr,
+                  l_int32      res,
+                  l_float32    scalefactor,
+                  l_int32      type,
+                  l_int32      quality,
+                  const char  *title,
+                  const char  *fileout)
+{
+l_int32  ret;
+SARRAY  *sa;
+
+    PROCNAME("convertFilesToPdf");
+
+    if (!dirname)
+        return ERROR_INT("dirname not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((sa = getSortedPathnamesInDirectory(dirname, substr, 0, 0)) == NULL)
+        return ERROR_INT("sa not made", procName, 1);
+    ret = saConvertFilesToPdf(sa, res, scalefactor, type, quality,
+                              title, fileout);
+    sarrayDestroy(&sa);
+    return ret;
+}
+
+
+/*!
+ * \brief   saConvertFilesToPdf()
+ *
+ * \param[in]    sa            string array of pathnames for images
+ * \param[in]    res           input resolution of all images
+ * \param[in]    scalefactor   scaling factor applied to each image; > 0.0
+ * \param[in]    type          encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                             L_FLATE_ENCODE, L_JP2K_ENCODE or
+ *                             L_DEFAULT_ENCODE for default)
+ * \param[in]    quality       for jpeg: 1-100; 0 for default (75)
+ *                             for jp2k: 27-45; 0 for default (34)
+ * \param[in]    title         [optional] pdf title; if null, taken from
+ *                             the first image filename
+ * \param[in]    fileout       pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See convertFilesToPdf().
+ * 

+ */
+l_ok
+saConvertFilesToPdf(SARRAY      *sa,
+                    l_int32      res,
+                    l_float32    scalefactor,
+                    l_int32      type,
+                    l_int32      quality,
+                    const char  *title,
+                    const char  *fileout)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("saConvertFilesToPdf");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+    ret = saConvertFilesToPdfData(sa, res, scalefactor, type, quality,
+                                  title, &data, &nbytes);
+    if (ret) {
+        if (data) LEPT_FREE(data);
+        return ERROR_INT("pdf data not made", procName, 1);
+    }
+
+    ret = l_binaryWrite(fileout, "w", data, nbytes);
+    LEPT_FREE(data);
+    if (ret)
+        L_ERROR("pdf data not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   saConvertFilesToPdfData()
+ *
+ * \param[in]    sa            string array of pathnames for images
+ * \param[in]    res           input resolution of all images
+ * \param[in]    scalefactor   scaling factor applied to each image; > 0.0
+ * \param[in]    type          encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                             L_FLATE_ENCODE, L_JP2K_ENCODE or
+ *                             L_DEFAULT_ENCODE for default)
+ * \param[in]    quality       for jpeg: 1-100; 0 for default (75)
+ *                             for jp2k: 27-45; 0 for default (34)
+ * \param[in]    title         [optional] pdf title; if null, taken from
+ *                             the first image filename
+ * \param[out]   pdata         output pdf data (of all images
+ * \param[out]   pnbytes       size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See convertFilesToPdf().
+ * 

+ */
+l_ok
+saConvertFilesToPdfData(SARRAY      *sa,
+                        l_int32      res,
+                        l_float32    scalefactor,
+                        l_int32      type,
+                        l_int32      quality,
+                        const char  *title,
+                        l_uint8    **pdata,
+                        size_t      *pnbytes)
+{
+char        *fname;
+const char  *pdftitle;
+l_uint8     *imdata;
+l_int32      i, n, ret, pagetype, npages, scaledres;
+size_t       imbytes;
+L_BYTEA     *ba;
+PIX         *pixs, *pix;
+L_PTRA      *pa_data;
+
+    PROCNAME("saConvertFilesToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (scalefactor <= 0.0) scalefactor = 1.0;
+    if (type != L_JPEG_ENCODE && type != L_G4_ENCODE &&
+        type != L_FLATE_ENCODE && type != L_JP2K_ENCODE) {
+        type = L_DEFAULT_ENCODE;
+    }
+
+        /* Generate all the encoded pdf strings */
+    n = sarrayGetCount(sa);
+    pa_data = ptraCreate(n);
+    pdftitle = NULL;
+    for (i = 0; i < n; i++) {
+        if (i && (i % 10 == 0)) fprintf(stderr, ".. %d ", i);
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        if ((pixs = pixRead(fname)) == NULL) {
+            L_ERROR("image not readable from file %s\n", procName, fname);
+            continue;
+        }
+        if (!pdftitle)
+            pdftitle = (title) ? title : fname;
+        if (scalefactor != 1.0)
+            pix = pixScale(pixs, scalefactor, scalefactor);
+        else
+            pix = pixClone(pixs);
+        pixDestroy(&pixs);
+        scaledres = (l_int32)(res * scalefactor);
+
+            /* Select the encoding type */
+        if (type != L_DEFAULT_ENCODE) {
+            pagetype = type;
+        } else if (selectDefaultPdfEncoding(pix, &pagetype) != 0) {
+            pixDestroy(&pix);
+            L_ERROR("encoding type selection failed for file %s\n",
+                    procName, fname);
+            continue;
+        }
+
+        ret = pixConvertToPdfData(pix, pagetype, quality, &imdata, &imbytes,
+                                  0, 0, scaledres, pdftitle, NULL, 0);
+        pixDestroy(&pix);
+        if (ret) {
+            LEPT_FREE(imdata);
+            L_ERROR("pdf encoding failed for %s\n", procName, fname);
+            continue;
+        }
+        ba = l_byteaInitFromMem(imdata, imbytes);
+        LEPT_FREE(imdata);
+        ptraAdd(pa_data, ba);
+    }
+    ptraGetActualCount(pa_data, &npages);
+    if (npages == 0) {
+        L_ERROR("no pdf files made\n", procName);
+        ptraDestroy(&pa_data, FALSE, FALSE);
+        return 1;
+    }
+
+        /* Concatenate them */
+    fprintf(stderr, "\nconcatenating ... ");
+    ret = ptraConcatenatePdfToData(pa_data, NULL, pdata, pnbytes);
+    fprintf(stderr, "done\n");
+
+    ptraGetActualCount(pa_data, &npages);  /* recalculate in case it changes */
+    for (i = 0; i < npages; i++) {
+        ba = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+        l_byteaDestroy(&ba);
+    }
+    ptraDestroy(&pa_data, FALSE, FALSE);
+    return ret;
+}
+
+
+/*!
+ * \brief   selectDefaultPdfEncoding()
+ *
+ * \param[in]    pix
+ * \param[out]   ptype     L_G4_ENCODE, L_JPEG_ENCODE, L_FLATE_ENCODE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This attempts to choose an encoding for the pix that results
+ *          in the smallest file, assuming that if jpeg encoded, it will
+ *          use quality = 75.  The decision is approximate, in that
+ *          (a) all colormapped images will be losslessly encoded with
+ *          gzip (flate), and (b) an image with less than about 20 colors
+ *          is likely to be smaller if flate encoded than if encoded
+ *          as a jpeg (dct).  For example, an image made by pixScaleToGray3()
+ *          will have 10 colors, and flate encoding will give about
+ *          twice the compression as jpeg with quality = 75.
+ * 

+ */
+l_ok
+selectDefaultPdfEncoding(PIX      *pix,
+                         l_int32  *ptype)
+{
+l_int32   w, h, d, factor, ncolors;
+PIXCMAP  *cmap;
+
+    PROCNAME("selectDefaultPdfEncoding");
+
+    if (!ptype)
+        return ERROR_INT("&type not defined", procName, 1);
+    *ptype = L_FLATE_ENCODE;  /* default universal encoding */
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    cmap = pixGetColormap(pix);
+    if (d == 8 && !cmap) {
+        factor = L_MAX(1, (l_int32)sqrt((l_float64)(w * h) / 20000.));
+        pixNumColors(pix, factor, &ncolors);
+        if (ncolors < 20)
+            *ptype = L_FLATE_ENCODE;
+        else
+            *ptype = L_JPEG_ENCODE;
+    } else if (d == 1) {
+        *ptype = L_G4_ENCODE;
+    } else if (cmap || d == 2 || d == 4) {
+        *ptype = L_FLATE_ENCODE;
+    } else if (d == 8 || d == 32) {
+        *ptype = L_JPEG_ENCODE;
+    } else {
+        return ERROR_INT("type selection failure", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *          Convert specified image files to pdf without scaling       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertUnscaledFilesToPdf()
+ *
+ * \param[in]    dirname   directory name containing images
+ * \param[in]    substr    [optional] substring filter on filenames; can be NULL
+ * \param[in]    title     [optional] pdf title; if null, taken from the first
+ *                         image filename
+ * \param[in]    fileout   pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %substr is not NULL, only image filenames that contain
+ *          the substring can be used.  If %substr == NULL, all files
+ *          in the directory are used.
+ *      (2) The files in the directory, after optional filtering by
+ *          the substring, are lexically sorted in increasing order
+ *          before concatenation.
+ *      (3) This is very fast for jpeg, jp2k and some png files, because
+ *          the compressed data is wrapped up and concatenated.  For tiffg4
+ *          and other types of png, the images must be read and recompressed.
+ * 

+ */
+l_ok
+convertUnscaledFilesToPdf(const char  *dirname,
+                          const char  *substr,
+                          const char  *title,
+                          const char  *fileout)
+{
+l_int32  ret;
+SARRAY  *sa;
+
+    PROCNAME("convertUnscaledFilesToPdf");
+
+    if (!dirname)
+        return ERROR_INT("dirname not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((sa = getSortedPathnamesInDirectory(dirname, substr, 0, 0)) == NULL)
+        return ERROR_INT("sa not made", procName, 1);
+    ret = saConvertUnscaledFilesToPdf(sa, title, fileout);
+    sarrayDestroy(&sa);
+    return ret;
+}
+
+
+/*!
+ * \brief   saConvertUnscaledFilesToPdf()
+ *
+ * \param[in]    sa        string array of pathnames for images
+ * \param[in]    title     [optional] pdf title; if null, taken from the first
+ *                         image filename
+ * \param[in]    fileout   pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See convertUnscaledFilesToPdf().
+ * 

+ */
+l_ok
+saConvertUnscaledFilesToPdf(SARRAY      *sa,
+                            const char  *title,
+                            const char  *fileout)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("saConvertUnscaledFilesToPdf");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+    ret = saConvertUnscaledFilesToPdfData(sa, title, &data, &nbytes);
+    if (ret) {
+        if (data) LEPT_FREE(data);
+        return ERROR_INT("pdf data not made", procName, 1);
+    }
+
+    ret = l_binaryWrite(fileout, "w", data, nbytes);
+    LEPT_FREE(data);
+    if (ret)
+        L_ERROR("pdf data not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   saConvertUnscaledFilesToPdfData()
+ *
+ * \param[in]    sa        string array of pathnames for image files
+ * \param[in]    title     [optional] pdf title; if null, taken from the first
+ *                         image filename
+ * \param[out]   pdata     output pdf data (of all images)
+ * \param[out]   pnbytes   size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is very fast for jpeg, jp2k and some png files, because
+ *          the compressed data is wrapped up and concatenated.  For tiffg4
+ *          and other types of png, the images must be read and recompressed.
+ * 

+ */
+l_ok
+saConvertUnscaledFilesToPdfData(SARRAY      *sa,
+                                const char  *title,
+                                l_uint8    **pdata,
+                                size_t      *pnbytes)
+{
+char         *fname;
+l_uint8      *imdata;
+l_int32       i, n, ret, npages;
+size_t        imbytes;
+L_BYTEA      *ba;
+L_PTRA       *pa_data;
+
+    PROCNAME("saConvertUnscaledFilesToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+        /* Generate all the encoded pdf strings */
+    n = sarrayGetCount(sa);
+    pa_data = ptraCreate(n);
+    for (i = 0; i < n; i++) {
+        if (i && (i % 10 == 0)) fprintf(stderr, ".. %d ", i);
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+
+            /* Generate the pdf data */
+        if (convertUnscaledToPdfData(fname, title, &imdata, &imbytes))
+            continue;
+
+            /* ... and add it to the array of single page data */
+        ba = l_byteaInitFromMem(imdata, imbytes);
+        if (imdata) LEPT_FREE(imdata);
+        ptraAdd(pa_data, ba);
+    }
+    ptraGetActualCount(pa_data, &npages);
+    if (npages == 0) {
+        L_ERROR("no pdf files made\n", procName);
+        ptraDestroy(&pa_data, FALSE, FALSE);
+        return 1;
+    }
+
+        /* Concatenate to generate a multipage pdf */
+    fprintf(stderr, "\nconcatenating ... ");
+    ret = ptraConcatenatePdfToData(pa_data, NULL, pdata, pnbytes);
+    fprintf(stderr, "done\n");
+
+        /* Clean up */
+    ptraGetActualCount(pa_data, &npages);  /* maybe failed to read some files */
+    for (i = 0; i < npages; i++) {
+        ba = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+        l_byteaDestroy(&ba);
+    }
+    ptraDestroy(&pa_data, FALSE, FALSE);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertUnscaledToPdfData()
+ *
+ * \param[in]    fname      of image file in all formats
+ * \param[in]    title      [optional] pdf title; can be NULL
+ * \param[out]   pdata      output pdf data for image
+ * \param[out]   pnbytes    size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is very fast for jpeg, jp2k and some png files, because
+ *          the compressed data is wrapped up and concatenated.  For tiffg4
+ *          and other types of png, the images must be read and recompressed.
+ * 

+ */
+l_ok
+convertUnscaledToPdfData(const char  *fname,
+                         const char  *title,
+                         l_uint8    **pdata,
+                         size_t      *pnbytes)
+{
+const char   *pdftitle = NULL;
+char         *tail = NULL;
+l_int32       format;
+L_COMP_DATA  *cid;
+
+    PROCNAME("convertUnscaledToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!fname)
+        return ERROR_INT("fname not defined", procName, 1);
+
+    findFileFormat(fname, &format);
+    if (format == IFF_UNKNOWN) {
+        L_WARNING("file %s format is unknown; skip\n", procName, fname);
+        return 1;
+    }
+    if (format == IFF_PS || format == IFF_LPDF) {
+        L_WARNING("file %s format is %d; skip\n", procName, fname, format);
+        return 1;
+    }
+
+        /* Generate the image data required for pdf generation, always
+         * in binary (not ascii85) coding.  Note that jpeg, jp2k and
+         * some png files are not transcoded.  */
+    l_generateCIDataForPdf(fname, NULL, 0, &cid);
+    if (!cid) {
+        L_ERROR("file %s format is %d; unreadable\n", procName, fname, format);
+        return 1;
+    }
+
+        /* If %title == NULL, use the tail of %fname. */
+    if (title) {
+        pdftitle = title;
+    } else {
+        splitPathAtDirectory(fname, NULL, &tail);
+        pdftitle = tail;
+    }
+
+        /* Generate the pdf string for this page (image).  This destroys
+         * the cid by attaching it to an lpd and destroying the lpd. */
+    cidConvertToPdfData(cid, pdftitle, pdata, pnbytes);
+    LEPT_FREE(tail);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *          Convert multiple images to pdf (one image per page)        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaConvertToPdf()
+ *
+ * \param[in]    pixa          containing images all at the same resolution
+ * \param[in]    res           override the resolution of each input image,
+ *                             in ppi; use 0 to respect the resolution
+ *                             embedded in the input images
+ * \param[in]    scalefactor   scaling factor applied to each image; > 0.0
+ * \param[in]    type          encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                             L_FLATE_ENCODE, L_JP2K_ENCODE, or
+ *                             L_DEFAULT_ENCODE for default)
+ * \param[in]    quality       for jpeg: 1-100; 0 for default (75)
+ *                             for jp2k: 27-45; 0 for default (34)
+ * \param[in]    title         [optional] pdf title
+ * \param[in]    fileout       pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The images are encoded with G4 if 1 bpp; JPEG if 8 bpp without
+ *          colormap and many colors, or 32 bpp; FLATE for anything else.
+ *      (2) The scalefactor must be > 0.0; otherwise it is set to 1.0.
+ *      (3) Specifying one of the three encoding types for %type forces
+ *          all images to be compressed with that type.  Use 0 to have
+ *          the type determined for each image based on depth and whether
+ *          or not it has a colormap.
+ * 

+ */
+l_ok
+pixaConvertToPdf(PIXA        *pixa,
+                 l_int32      res,
+                 l_float32    scalefactor,
+                 l_int32      type,
+                 l_int32      quality,
+                 const char  *title,
+                 const char  *fileout)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("pixaConvertToPdf");
+
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    ret = pixaConvertToPdfData(pixa, res, scalefactor, type, quality,
+                               title, &data, &nbytes);
+    if (ret) {
+        LEPT_FREE(data);
+        return ERROR_INT("conversion to pdf failed", procName, 1);
+    }
+
+    ret = l_binaryWrite(fileout, "w", data, nbytes);
+    LEPT_FREE(data);
+    if (ret)
+        L_ERROR("pdf data not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixaConvertToPdfData()
+ *
+ * \param[in]    pixa           containing images all at the same resolution
+ * \param[in]    res            input resolution of all images
+ * \param[in]    scalefactor    scaling factor applied to each image; > 0.0
+ * \param[in]    type           encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                              L_FLATE_ENCODE, L_JP2K_ENCODE, or
+ *                              L_DEFAULT_ENCODE for default)
+ * \param[in]    quality        for jpeg: 1-100; 0 for default (75)
+ *                              for jp2k: 27-45; 0 for default (34)
+ * \param[in]    title          [optional] pdf title
+ * \param[out]   pdata          output pdf data of all images
+ * \param[out]   pnbytes        size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixaConvertToPdf().
+ * 

+ */
+l_ok
+pixaConvertToPdfData(PIXA        *pixa,
+                     l_int32      res,
+                     l_float32    scalefactor,
+                     l_int32      type,
+                     l_int32      quality,
+                     const char  *title,
+                     l_uint8    **pdata,
+                     size_t      *pnbytes)
+{
+l_uint8  *imdata;
+l_int32   i, n, ret, scaledres, pagetype;
+size_t    imbytes;
+L_BYTEA  *ba;
+PIX      *pixs, *pix;
+L_PTRA   *pa_data;
+
+    PROCNAME("pixaConvertToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (scalefactor <= 0.0) scalefactor = 1.0;
+    if (type != L_DEFAULT_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_G4_ENCODE && type != L_FLATE_ENCODE &&
+        type != L_JP2K_ENCODE) {
+        L_WARNING("invalid compression type; using per-page default\n",
+                  procName);
+        type = L_DEFAULT_ENCODE;
+    }
+
+        /* Generate all the encoded pdf strings */
+    n = pixaGetCount(pixa);
+    pa_data = ptraCreate(n);
+    for (i = 0; i < n; i++) {
+        if ((pixs = pixaGetPix(pixa, i, L_CLONE)) == NULL) {
+            L_ERROR("pix[%d] not retrieved\n", procName, i);
+            continue;
+        }
+        if (scalefactor != 1.0)
+            pix = pixScale(pixs, scalefactor, scalefactor);
+        else
+            pix = pixClone(pixs);
+        pixDestroy(&pixs);
+        scaledres = (l_int32)(res * scalefactor);
+
+            /* Select the encoding type */
+        if (type != L_DEFAULT_ENCODE) {
+            pagetype = type;
+        } else if (selectDefaultPdfEncoding(pix, &pagetype) != 0) {
+            L_ERROR("encoding type selection failed for pix[%d]\n",
+                        procName, i);
+            pixDestroy(&pix);
+            continue;
+        }
+
+        ret = pixConvertToPdfData(pix, pagetype, quality, &imdata, &imbytes,
+                                  0, 0, scaledres, title, NULL, 0);
+        pixDestroy(&pix);
+        if (ret) {
+            LEPT_FREE(imdata);
+            L_ERROR("pdf encoding failed for pix[%d]\n", procName, i);
+            continue;
+        }
+        ba = l_byteaInitFromMem(imdata, imbytes);
+        LEPT_FREE(imdata);
+        ptraAdd(pa_data, ba);
+    }
+    ptraGetActualCount(pa_data, &n);
+    if (n == 0) {
+        L_ERROR("no pdf files made\n", procName);
+        ptraDestroy(&pa_data, FALSE, FALSE);
+        return 1;
+    }
+
+        /* Concatenate them */
+    ret = ptraConcatenatePdfToData(pa_data, NULL, pdata, pnbytes);
+
+    ptraGetActualCount(pa_data, &n);  /* recalculate in case it changes */
+    for (i = 0; i < n; i++) {
+        ba = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+        l_byteaDestroy(&ba);
+    }
+    ptraDestroy(&pa_data, FALSE, FALSE);
+    return ret;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                Single page, multi-image converters                  *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertToPdf()
+ *
+ * \param[in]      filein       input image file -- any format
+ * \param[in]      type         encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                              L_FLATE_ENCODE, or L_JP2K_ENCODE)
+ * \param[in]      quality      for jpeg: 1-100; 0 for default (75)
+ *                              for jp2k: 27-45; 0 for default (34)
+ * \param[in]      fileout      output pdf file; only required on last
+ *                              image on page
+ * \param[in]      x, y         location of lower-left corner of image,
+ *                              in pixels, relative to the PostScript origin
+ *                              (0,0) at the lower-left corner of the page
+ * \param[in]      res          override the resolution of the input image,
+ *                              in ppi; use 0 to respect the resolution
+ *                              embedded in the input images
+ * \param[in]      title        [optional] pdf title; if null, taken from filein
+ * \param[in,out]  plpd         ptr to lpd, which is created on the first
+ *                              invocation and returned until last image is
+ *                              processed, at which time it is destroyed
+ * \param[in]      position     in image sequence: L_FIRST_IMAGE, L_NEXT_IMAGE,
+ *                              L_LAST_IMAGE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) To wrap only one image in pdf, input %plpd = NULL, and
+ *          the value of %position will be ignored:
+ *            convertToPdf(...  type, quality, x, y, res, NULL, 0);
+ *      (2) To wrap multiple images on a single pdf page, this is called
+ *          once for each successive image.  Do it this way:
+ *            L_PDF_DATA   *lpd;
+ *            convertToPdf(...  type, quality, x, y, res, &lpd, L_FIRST_IMAGE);
+ *            convertToPdf(...  type, quality, x, y, res, &lpd, L_NEXT_IMAGE);
+ *            ...
+ *            convertToPdf(...  type, quality, x, y, res, &lpd, L_LAST_IMAGE);
+ *          This will write the result to the value of %fileout specified
+ *          in the first call; succeeding values of %fileout are ignored.
+ *          On the last call: the pdf data bytes are computed and written
+ *          to %fileout, lpd is destroyed internally, and the returned
+ *          value of lpd is null.  So the client has nothing to clean up.
+ *      (3) (a) Set %res == 0 to respect the resolution embedded in the
+ *              image file.  If no resolution is embedded, it will be set
+ *              to the default value.
+ *          (b) Set %res to some other value to override the file resolution.
+ *      (4) (a) If the input %res and the resolution of the output device
+ *              are equal, the image will be "displayed" at the same size
+ *              as the original.
+ *          (b) If the input %res is 72, the output device will render
+ *              the image at 1 pt/pixel.
+ *          (c) Some possible choices for the default input pix resolution are:
+ *                 72 ppi     Render pix on any output device at one pt/pixel
+ *                 96 ppi     Windows default for generated display images
+ *                300 ppi     Typical default for scanned images.
+ *              We choose 300, which is sensible for rendering page images.
+ *              However,  images come from a variety of sources, and
+ *              some are explicitly created for viewing on a display.
+ * 

+ */
+l_ok
+convertToPdf(const char   *filein,
+             l_int32       type,
+             l_int32       quality,
+             const char   *fileout,
+             l_int32       x,
+             l_int32       y,
+             l_int32       res,
+             const char   *title,
+             L_PDF_DATA  **plpd,
+             l_int32       position)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("convertToPdf");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!plpd || (position == L_LAST_IMAGE)) {
+        if (!fileout)
+            return ERROR_INT("fileout not defined", procName, 1);
+    }
+
+    if (convertToPdfData(filein, type, quality, &data, &nbytes, x, y,
+                         res, title, plpd, position))
+        return ERROR_INT("pdf data not made", procName, 1);
+
+    if (!plpd || (position == L_LAST_IMAGE)) {
+        ret = l_binaryWrite(fileout, "w", data, nbytes);
+        LEPT_FREE(data);
+        if (ret)
+            return ERROR_INT("pdf data not written to file", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   convertImageDataToPdf()
+ *
+ * \param[in]      imdata       array of formatted image data; e.g., png, jpeg
+ * \param[in]      size         size of image data
+ * \param[in]      type         encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                              L_FLATE_ENCODE, or L_JP2K_ENCODE)
+ * \param[in]      quality      for jpeg: 1-100; 0 for default (75)
+ *                              for jp2k: 27-45; 0 for default (34)
+ * \param[in]      fileout      output pdf file; only required on last
+ *                              image on page
+ * \param[in]      x, y         location of lower-left corner of image,
+ *                              in pixels, relative to the PostScript origin
+ *                              (0,0) at the lower-left corner of the page
+ * \param[in]      res          override the resolution of the input image,
+ *                              in ppi; use 0 to respect the resolution
+ *                              embedded in the input images
+ * \param[in]      title        [optional] pdf title
+ * \param[in,out]  plpd         ptr to lpd, which is created on the first
+ *                              invocation and returned until last image is
+ *                              processed, at which time it is destroyed
+ * \param[in]      position     in image sequence: L_FIRST_IMAGE, L_NEXT_IMAGE,
+ *                              L_LAST_IMAGE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %res == 0 and the input resolution field is 0,
+ *          this will use DefaultInputRes.
+ *      (2) See comments in convertToPdf().
+ * 

+ */
+l_ok
+convertImageDataToPdf(l_uint8      *imdata,
+                      size_t        size,
+                      l_int32       type,
+                      l_int32       quality,
+                      const char   *fileout,
+                      l_int32       x,
+                      l_int32       y,
+                      l_int32       res,
+                      const char   *title,
+                      L_PDF_DATA  **plpd,
+                      l_int32       position)
+{
+l_int32  ret;
+PIX     *pix;
+
+    PROCNAME("convertImageDataToPdf");
+
+    if (!imdata)
+        return ERROR_INT("image data not defined", procName, 1);
+    if (!plpd || (position == L_LAST_IMAGE)) {
+        if (!fileout)
+            return ERROR_INT("fileout not defined", procName, 1);
+    }
+
+    if ((pix = pixReadMem(imdata, size)) == NULL)
+        return ERROR_INT("pix not read", procName, 1);
+    if (type != L_JPEG_ENCODE && type != L_G4_ENCODE &&
+        type != L_FLATE_ENCODE && type != L_JP2K_ENCODE) {
+        selectDefaultPdfEncoding(pix, &type);
+    }
+    ret = pixConvertToPdf(pix, type, quality, fileout, x, y, res,
+                          title, plpd, position);
+    pixDestroy(&pix);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertToPdfData()
+ *
+ * \param[in]      filein       input image file -- any format
+ * \param[in]      type         encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                              L_FLATE_ENCODE, or L_JP2K_ENCODE)
+ * \param[in]      quality      for jpeg: 1-100; 0 for default (75)
+ *                              for jp2k: 27-45; 0 for default (34)
+ * \param[out]     pdata        pdf data in memory
+ * \param[out]     pnbytes      number of bytes in pdf data
+ * \param[in]      x, y         location of lower-left corner of image,
+ *                              in pixels, relative to the PostScript origin
+ *                              (0,0) at the lower-left corner of the page
+ * \param[in]      res          override the resolution of the input image,
+ *                              in ppi; use 0 to respect the resolution
+ *                              embedded in the input images
+ * \param[in]      title        [optional] pdf title; if null, use filein
+ * \param[in,out]  plpd         ptr to lpd, which is created on the first
+ *                              invocation and returned until last image is
+ *                              processed, at which time it is destroyed
+ * \param[in]      position     in image sequence: L_FIRST_IMAGE, L_NEXT_IMAGE,
+ *                              L_LAST_IMAGE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %res == 0 and the input resolution field is 0,
+ *          this will use DefaultInputRes.
+ *      (2) See comments in convertToPdf().
+ * 

+ */
+l_ok
+convertToPdfData(const char   *filein,
+                 l_int32       type,
+                 l_int32       quality,
+                 l_uint8     **pdata,
+                 size_t       *pnbytes,
+                 l_int32       x,
+                 l_int32       y,
+                 l_int32       res,
+                 const char   *title,
+                 L_PDF_DATA  **plpd,
+                 l_int32       position)
+{
+PIX  *pix;
+
+    PROCNAME("convertToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+
+    if ((pix = pixRead(filein)) == NULL)
+        return ERROR_INT("pix not made", procName, 1);
+
+    pixConvertToPdfData(pix, type, quality, pdata, pnbytes,
+                        x, y, res, (title) ? title : filein, plpd, position);
+    pixDestroy(&pix);
+    return 0;
+}
+
+
+/*!
+ * \brief   convertImageDataToPdfData()
+ *
+ * \param[in]    imdata       array of formatted image data; e.g., png, jpeg
+ * \param[in]    size         size of image data
+ * \param[in]    type         encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                            L_FLATE_ENCODE, or L_JP2K_ENCODE)
+ * \param[in]    quality      for jpeg: 1-100; 0 for default (75)
+ *                            for jp2k: 27-45; 0 for default (34)
+ * \param[out]   pdata        pdf data in memory
+ * \param[out]   pnbytes      number of bytes in pdf data
+ * \param[in]    x, y         location of lower-left corner of image,
+ *                            in pixels, relative to the PostScript origin
+ *                            (0,0) at the lower-left corner of the page
+ * \param[in]    res          override the resolution of the input image,
+ *                            in ppi; use 0 to respect the resolution
+ *                            embedded in the input images
+ * \param[in]    title        [optional] pdf title
+ * \param[out]   plpd         ptr to lpd, which is created on the first
+ *                            invocation and returned until last image is
+ *                            processed, at which time it is destroyed
+ * \param[in]    position     in image sequence: L_FIRST_IMAGE, L_NEXT_IMAGE,
+ *                            L_LAST_IMAGE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %res == 0 and the input resolution field is 0,
+ *          this will use DefaultInputRes.
+ *      (2) See comments in convertToPdf().
+ * 

+ */
+l_ok
+convertImageDataToPdfData(l_uint8      *imdata,
+                          size_t        size,
+                          l_int32       type,
+                          l_int32       quality,
+                          l_uint8     **pdata,
+                          size_t       *pnbytes,
+                          l_int32       x,
+                          l_int32       y,
+                          l_int32       res,
+                          const char   *title,
+                          L_PDF_DATA  **plpd,
+                          l_int32       position)
+{
+l_int32  ret;
+PIX     *pix;
+
+    PROCNAME("convertImageDataToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!imdata)
+        return ERROR_INT("image data not defined", procName, 1);
+    if (plpd) {  /* part of multi-page invocation */
+        if (position == L_FIRST_IMAGE)
+            *plpd = NULL;
+    }
+
+    if ((pix = pixReadMem(imdata, size)) == NULL)
+        return ERROR_INT("pix not read", procName, 1);
+    if (type != L_JPEG_ENCODE && type != L_G4_ENCODE &&
+        type != L_FLATE_ENCODE && type != L_JP2K_ENCODE) {
+        selectDefaultPdfEncoding(pix, &type);
+    }
+    ret = pixConvertToPdfData(pix, type, quality, pdata, pnbytes,
+                              x, y, res, title, plpd, position);
+    pixDestroy(&pix);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixConvertToPdf()
+ *
+ * \param[in]      pix
+ * \param[in]      type         encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                              L_FLATE_ENCODE, L_JP2K_ENCODE)
+ * \param[in]      quality      for jpeg: 1-100; 0 for default (75)
+ *                              for jp2k: 27-45; 0 for default (34)
+ * \param[in]      fileout      output pdf file; only required on last
+ *                              image on page
+ * \param[in]      x, y         location of lower-left corner of image,
+ *                              in pixels, relative to the PostScript origin
+ *                              (0,0) at the lower-left corner of the page
+ * \param[in]      res          override the resolution of the input image,
+ *                              in ppi; use 0 to respect the resolution
+ *                              embedded in the input images
+ * \param[in]      title        [optional] pdf title
+ * \param[in,out]  plpd         ptr to lpd, which is created on the first
+ *                              invocation and returned until last image is
+ *                              processed, at which time it is destroyed
+ * \param[in]      position     in image sequence: L_FIRST_IMAGE, L_NEXT_IMAGE,
+ *                              L_LAST_IMAGE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %res == 0 and the input resolution field is 0,
+ *          this will use DefaultInputRes.
+ *      (2) This only writes data to fileout if it is the last
+ *          image to be written on the page.
+ *      (3) See comments in convertToPdf().
+ * 

+ */
+l_ok
+pixConvertToPdf(PIX          *pix,
+                l_int32       type,
+                l_int32       quality,
+                const char   *fileout,
+                l_int32       x,
+                l_int32       y,
+                l_int32       res,
+                const char   *title,
+                L_PDF_DATA  **plpd,
+                l_int32       position)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("pixConvertToPdf");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!plpd || (position == L_LAST_IMAGE)) {
+        if (!fileout)
+            return ERROR_INT("fileout not defined", procName, 1);
+    }
+
+    if (pixConvertToPdfData(pix, type, quality, &data, &nbytes,
+                            x, y, res, title, plpd, position)) {
+        LEPT_FREE(data);
+        return ERROR_INT("pdf data not made", procName, 1);
+    }
+
+    if (!plpd || (position == L_LAST_IMAGE)) {
+        ret = l_binaryWrite(fileout, "w", data, nbytes);
+        LEPT_FREE(data);
+        if (ret)
+            return ERROR_INT("pdf data not written to file", procName, 1);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteStreamPdf()
+ *
+ * \param[in]    fp       file stream opened for writing
+ * \param[in]    pix      all depths, cmap OK
+ * \param[in]    res      override the resolution of the input image, in ppi;
+ *                        use 0 to respect the resolution embedded in the input
+ * \param[in]    title    [optional] pdf title; taken from the first image
+ *                        placed on a page; e.g., an input image filename
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is the simplest interface for writing a single image
+ *          with pdf encoding to a stream.  It uses G4 encoding for 1 bpp,
+ *          JPEG encoding for 8 bpp (no cmap) and 32 bpp, and FLATE
+ *          encoding for everything else.
+ * 

+ */
+l_ok
+pixWriteStreamPdf(FILE        *fp,
+                  PIX         *pix,
+                  l_int32      res,
+                  const char  *title)
+{
+l_uint8  *data;
+size_t    nbytes, nbytes_written;
+
+    PROCNAME("pixWriteStreamPdf");
+
+    if (!fp)
+        return ERROR_INT("stream not opened", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if (pixWriteMemPdf(&data, &nbytes, pix, res, title) != 0) {
+        LEPT_FREE(data);
+        return ERROR_INT("pdf data not made", procName, 1);
+    }
+
+    nbytes_written = fwrite(data, 1, nbytes, fp);
+    LEPT_FREE(data);
+    if (nbytes != nbytes_written)
+        return ERROR_INT("failure writing pdf data to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteMemPdf()
+ *
+ * \param[out]   pdata      pdf as byte array
+ * \param[out]   pnbytes    number of bytes in pdf array
+ * \param[in]    pix        all depths, cmap OK
+ * \param[in]    res        override the resolution of the input image, in ppi;
+ *                          use 0 to respect the res embedded in the input
+ * \param[in]    title      [optional] pdf title; taken from the first image
+ *                          placed on a page; e.g., an input image filename
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is the simplest interface for writing a single image
+ *          with pdf encoding to memory.  It uses G4 encoding for 1 bpp,
+ *          and makes a guess whether to use JPEG or FLATE encoding for
+ *          everything else.
+ * 

+ */
+l_ok
+pixWriteMemPdf(l_uint8    **pdata,
+               size_t      *pnbytes,
+               PIX         *pix,
+               l_int32      res,
+               const char  *title)
+{
+l_int32  ret, type;
+
+    PROCNAME("pixWriteMemPdf");
+
+    if (pdata) *pdata = NULL;
+    if (pnbytes) *pnbytes = 0;
+    if (!pdata || !pnbytes)
+        return ERROR_INT("&data or &nbytes not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    selectDefaultPdfEncoding(pix, &type);
+    ret = pixConvertToPdfData(pix, type, 75, pdata, pnbytes,
+                              0, 0, res, title, NULL, 0);
+    if (ret)
+        return ERROR_INT("pdf data not made", procName, 1);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *            Segmented multi-page, multi-image converter              *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertSegmentedFilesToPdf()
+ *
+ * \param[in]    dirname       directory name containing images
+ * \param[in]    substr        [optional] substring filter on filenames;
+ *                             can be NULL
+ * \param[in]    res           input resolution of all images
+ * \param[in]    type          compression type for non-image regions; the
+ *                             image regions are always compressed with
+ *                             L_JPEG_ENCODE
+ * \param[in]    thresh        used for converting gray --> 1 bpp with
+ *                             L_G4_ENCODE
+ * \param[in]    baa           [optional] boxaa of image regions
+ * \param[in]    quality       used for JPEG only; 0 for default (75)
+ * \param[in]    scalefactor   scaling factor applied to each image region
+ * \param[in]    title         [optional] pdf title; if null, taken from
+ *                             the first image filename
+ * \param[in]    fileout       pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %substr is not NULL, only image filenames that contain
+ *          the substring can be used.  If %substr == NULL, all files
+ *          in the directory are used.
+ *      (2) The files in the directory, after optional filtering by
+ *          the substring, are lexically sorted in increasing order
+ *          before concatenation.
+ *      (3) The images are encoded with G4 if 1 bpp; JPEG if 8 bpp without
+ *          colormap and many colors, or 32 bpp; FLATE for anything else.
+ *      (4) The boxaa, if it exists, contains one boxa of "image regions"
+ *          for each image file.  The boxa must be aligned with the
+ *          sorted set of images.
+ *      (5) The scalefactor is applied to each image region.  It is
+ *          typically < 1.0, to save bytes in the final pdf, because
+ *          the resolution is often not critical in non-text regions.
+ *      (6) If the non-image regions have pixel depth > 1 and the encoding
+ *          type is G4, they are automatically scaled up by 2x and
+ *          thresholded.  Otherwise, no scaling is performed on them.
+ *      (7) Note that this function can be used to generate multipage
+ *          G4 compressed pdf from any input, by using %boxaa == NULL
+ *          and %type == L_G4_ENCODE.
+ * 

+ */
+l_ok
+convertSegmentedFilesToPdf(const char  *dirname,
+                           const char  *substr,
+                           l_int32      res,
+                           l_int32      type,
+                           l_int32      thresh,
+                           BOXAA       *baa,
+                           l_int32      quality,
+                           l_float32    scalefactor,
+                           const char  *title,
+                           const char  *fileout)
+{
+char     *fname;
+l_uint8  *imdata, *data;
+l_int32   i, npages, nboxa, nboxes, ret;
+size_t    imbytes, databytes;
+BOXA     *boxa;
+L_BYTEA  *ba;
+L_PTRA   *pa_data;
+SARRAY   *sa;
+
+    PROCNAME("convertSegmentedFilesToPdf");
+
+    if (!dirname)
+        return ERROR_INT("dirname not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((sa = getNumberedPathnamesInDirectory(dirname, substr, 0, 0, 10000))
+            == NULL)
+        return ERROR_INT("sa not made", procName, 1);
+
+    npages = sarrayGetCount(sa);
+        /* If necessary, extend the boxaa, which is page-aligned with
+         * the image files, to be as large as the set of images. */
+    if (baa) {
+        nboxa = boxaaGetCount(baa);
+        if (nboxa < npages) {
+            boxa = boxaCreate(1);
+            boxaaExtendWithInit(baa, npages, boxa);
+            boxaDestroy(&boxa);
+        }
+    }
+
+        /* Generate and save all the encoded pdf strings */
+    pa_data = ptraCreate(npages);
+    for (i = 0; i < npages; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        if (!strcmp(fname, "")) continue;
+        boxa = NULL;
+        if (baa) {
+            boxa = boxaaGetBoxa(baa, i, L_CLONE);
+            nboxes = boxaGetCount(boxa);
+            if (nboxes == 0)
+                boxaDestroy(&boxa);
+        }
+        ret = convertToPdfDataSegmented(fname, res, type, thresh, boxa,
+                                        quality, scalefactor, title,
+                                        &imdata, &imbytes);
+        boxaDestroy(&boxa);  /* safe; in case nboxes > 0 */
+        if (ret) {
+            L_ERROR("pdf encoding failed for %s\n", procName, fname);
+            continue;
+        }
+        ba = l_byteaInitFromMem(imdata, imbytes);
+        if (imdata) LEPT_FREE(imdata);
+        ptraAdd(pa_data, ba);
+    }
+    sarrayDestroy(&sa);
+
+    ptraGetActualCount(pa_data, &npages);
+    if (npages == 0) {
+        L_ERROR("no pdf files made\n", procName);
+        ptraDestroy(&pa_data, FALSE, FALSE);
+        return 1;
+    }
+
+        /* Concatenate */
+    ret = ptraConcatenatePdfToData(pa_data, NULL, &data, &databytes);
+
+        /* Clean up */
+    ptraGetActualCount(pa_data, &npages);  /* recalculate in case it changes */
+    for (i = 0; i < npages; i++) {
+        ba = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+        l_byteaDestroy(&ba);
+    }
+    ptraDestroy(&pa_data, FALSE, FALSE);
+
+    if (ret) {
+        if (data) LEPT_FREE(data);
+        return ERROR_INT("pdf data not made", procName, 1);
+    }
+
+    ret = l_binaryWrite(fileout, "w", data, databytes);
+    LEPT_FREE(data);
+    if (ret)
+        L_ERROR("pdf data not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertNumberedMasksToBoxaa()
+ *
+ * \param[in]    dirname   directory name containing mask images
+ * \param[in]    substr    [optional] substring filter on filenames; can be NULL
+ * \param[in]    numpre    number of characters in name before number
+ * \param[in]    numpost   number of characters in name after number, up
+ *                         to a dot before an extension
+ * \return  boxaa of mask regions, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is conveniently used to generate the input boxaa
+ *          for convertSegmentedFilesToPdf().  It guarantees that the
+ *          boxa will be aligned with the page images, even if some
+ *          of the boxa are empty.
+ * 

+ */
+BOXAA *
+convertNumberedMasksToBoxaa(const char  *dirname,
+                            const char  *substr,
+                            l_int32      numpre,
+                            l_int32      numpost)
+{
+char    *fname;
+l_int32  i, n;
+BOXA    *boxa;
+BOXAA   *baa;
+PIX     *pix;
+SARRAY  *sa;
+
+    PROCNAME("convertNumberedMasksToBoxaa");
+
+    if (!dirname)
+        return (BOXAA *)ERROR_PTR("dirname not defined", procName, NULL);
+
+    if ((sa = getNumberedPathnamesInDirectory(dirname, substr, numpre,
+                                              numpost, 10000)) == NULL)
+        return (BOXAA *)ERROR_PTR("sa not made", procName, NULL);
+
+        /* Generate and save all the encoded pdf strings */
+    n = sarrayGetCount(sa);
+    baa = boxaaCreate(n);
+    boxa = boxaCreate(1);
+    boxaaInitFull(baa, boxa);
+    boxaDestroy(&boxa);
+    for (i = 0; i < n; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        if (!strcmp(fname, "")) continue;
+        if ((pix = pixRead(fname)) == NULL) {
+            L_WARNING("invalid image on page %d\n", procName, i);
+            continue;
+        }
+        boxa = pixConnComp(pix, NULL, 8);
+        boxaaReplaceBoxa(baa, i, boxa);
+        pixDestroy(&pix);
+    }
+
+    sarrayDestroy(&sa);
+    return baa;
+}
+
+
+/*---------------------------------------------------------------------*
+ *            Segmented single page, multi-image converters            *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertToPdfSegmented()
+ *
+ * \param[in]    filein        input image file -- any format
+ * \param[in]    res           input image resolution; typ. 300 ppi;
+ *                             use 0 for default
+ * \param[in]    type          compression type for non-image regions; image
+ *                             regions are always compressed with L_JPEG_ENCODE
+ * \param[in]    thresh        for converting gray --> 1 bpp with L_G4_ENCODE
+ * \param[in]    boxa          [optional] of image regions; can be null
+ * \param[in]    quality       used for jpeg image regions; 0 for default
+ * \param[in]    scalefactor   used for jpeg regions; must be <= 1.0
+ * \param[in]    title         [optional] pdf title; typically taken from the
+ *                             input file for the pix
+ * \param[in]    fileout       output pdf file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there are no image regions, set %boxa == NULL;
+ *          %quality and %scalefactor are ignored.
+ *      (2) Typically, %scalefactor is < 1.0, because the image regions
+ *          can be rendered at a lower resolution (for better compression)
+ *          than the text regions.  If %scalefactor == 0, we use 1.0.
+ *          If the input image is 1 bpp and scalefactor < 1.0, we
+ *          use scaleToGray() to downsample the image regions to gray
+ *          before compressing them.
+ *      (3) If the compression type for non-image regions is L_G4_ENCODE
+ *          and bpp > 1, the image is upscaled 2x and thresholded
+ *          to 1 bpp.  That is the only situation where %thresh is used.
+ *      (4) The parameter %quality is only used for image regions.
+ *          If %type == L_JPEG_ENCODE, default jpeg quality (75) is
+ *          used for the non-image regions.
+ *      (5) Processing matrix for non-image regions.
+ *
+ *          Input           G4              JPEG                FLATE
+ *          ----------|---------------------------------------------------
+ *          1 bpp     |  1x, 1 bpp       1x flate, 1 bpp     1x, 1 bpp
+ *                    |
+ *          cmap      |  2x, 1 bpp       1x flate, cmap      1x, cmap
+ *                    |
+ *          2,4 bpp   |  2x, 1 bpp       1x flate            1x, 2,4 bpp
+ *          no cmap   |                  2,4 bpp
+ *                    |
+ *          8,32 bpp  |  2x, 1 bpp       1x (jpeg)           1x, 8,32 bpp
+ *          no cmap   |                  8,32 bpp
+ *
+ *          Summary:
+ *          (a) if G4 is requested, G4 is used, with 2x upscaling
+ *              for all cases except 1 bpp.
+ *          (b) if JPEG is requested, use flate encoding for all cases
+ *              except 8 bpp without cmap and 32 bpp (rgb).
+ *          (c) if FLATE is requested, use flate with no transformation
+ *              of the raster data.
+ *      (6) Calling options/sequence for these functions:
+ *              file  -->  file      (convertToPdfSegmented)
+ *                  pix  -->  file      (pixConvertToPdfSegmented)
+ *                      pix  -->  data      (pixConvertToPdfDataSegmented)
+ *              file  -->  data      (convertToPdfDataSegmented)
+ *                      pix  -->  data      (pixConvertToPdfDataSegmented)
+ * 

+ */
+l_ok
+convertToPdfSegmented(const char  *filein,
+                      l_int32      res,
+                      l_int32      type,
+                      l_int32      thresh,
+                      BOXA        *boxa,
+                      l_int32      quality,
+                      l_float32    scalefactor,
+                      const char  *title,
+                      const char  *fileout)
+{
+l_int32  ret;
+PIX     *pixs;
+
+    PROCNAME("convertToPdfSegmented");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (type != L_G4_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_FLATE_ENCODE)
+        return ERROR_INT("invalid conversion type", procName, 1);
+    if (boxa && scalefactor > 1.0) {
+        L_WARNING("setting scalefactor to 1.0\n", procName);
+        scalefactor = 1.0;
+    }
+
+    if ((pixs = pixRead(filein)) == NULL)
+        return ERROR_INT("pixs not made", procName, 1);
+
+    ret = pixConvertToPdfSegmented(pixs, res, type, thresh, boxa, quality,
+                                   scalefactor, (title) ? title : filein,
+                                   fileout);
+    pixDestroy(&pixs);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixConvertToPdfSegmented()
+ *
+ * \param[in]    pixs          any depth, cmap OK
+ * \param[in]    res           input image resolution; typ. 300 ppi;
+ *                             use 0 for default
+ * \param[in]    type          compression type for non-image regions; image
+ *                             regions are always compressed with L_JPEG_ENCODE
+ * \param[in]    thresh        for converting gray --> 1 bpp with L_G4_ENCODE
+ * \param[in]    boxa          [optional] of image regions; can be null
+ * \param[in]    quality       used for jpeg image regions; 0 for default
+ * \param[in]    scalefactor   used for jpeg regions; must be <= 1.0
+ * \param[in]    title         [optional] pdf title; typically taken from the
+ *                             input file for the pix
+ * \param[in]    fileout       output pdf file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See convertToPdfSegmented() for details.
+ * 

+ */
+l_ok
+pixConvertToPdfSegmented(PIX         *pixs,
+                         l_int32      res,
+                         l_int32      type,
+                         l_int32      thresh,
+                         BOXA        *boxa,
+                         l_int32      quality,
+                         l_float32    scalefactor,
+                         const char  *title,
+                         const char  *fileout)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("pixConvertToPdfSegmented");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (type != L_G4_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_FLATE_ENCODE)
+        return ERROR_INT("invalid conversion type", procName, 1);
+    if (boxa && scalefactor > 1.0) {
+        L_WARNING("setting scalefactor to 1.0\n", procName);
+        scalefactor = 1.0;
+    }
+
+    ret = pixConvertToPdfDataSegmented(pixs, res, type, thresh, boxa, quality,
+                                       scalefactor, title, &data, &nbytes);
+    if (ret)
+        return ERROR_INT("pdf generation failure", procName, 1);
+
+    ret = l_binaryWrite(fileout, "w", data, nbytes);
+    if (data) LEPT_FREE(data);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertToPdfDataSegmented()
+ *
+ * \param[in]    filein        input image file -- any format
+ * \param[in]    res           input image resolution; typ. 300 ppi;
+ *                             use 0 for default
+ * \param[in]    type          compression type for non-image regions; image
+ *                             regions are always compressed with L_JPEG_ENCODE
+ * \param[in]    thresh        for converting gray --> 1 bpp with L_G4_ENCODE
+ * \param[in]    boxa          [optional] image regions; can be null
+ * \param[in]    quality       used for jpeg image regions; 0 for default
+ * \param[in]    scalefactor   used for jpeg regions; must be <= 1.0
+ * \param[in]    title         [optional] pdf title; if null, uses filein
+ * \param[out]   pdata         pdf data in memory
+ * \param[out]   pnbytes       number of bytes in pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there are no image regions, set %boxa == NULL;
+ *          %quality and %scalefactor are ignored.
+ *      (2) Typically, %scalefactor is < 1.0.  The image regions are
+ * 

+ */
+l_ok
+convertToPdfDataSegmented(const char  *filein,
+                          l_int32      res,
+                          l_int32      type,
+                          l_int32      thresh,
+                          BOXA        *boxa,
+                          l_int32      quality,
+                          l_float32    scalefactor,
+                          const char  *title,
+                          l_uint8    **pdata,
+                          size_t      *pnbytes)
+{
+l_int32  ret;
+PIX     *pixs;
+
+    PROCNAME("convertToPdfDataSegmented");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (type != L_G4_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_FLATE_ENCODE)
+        return ERROR_INT("invalid conversion type", procName, 1);
+    if (boxa && scalefactor > 1.0) {
+        L_WARNING("setting scalefactor to 1.0\n", procName);
+        scalefactor = 1.0;
+    }
+
+    if ((pixs = pixRead(filein)) == NULL)
+        return ERROR_INT("pixs not made", procName, 1);
+
+    ret = pixConvertToPdfDataSegmented(pixs, res, type, thresh, boxa,
+                                       quality, scalefactor,
+                                       (title) ? title : filein,
+                                       pdata, pnbytes);
+    pixDestroy(&pixs);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixConvertToPdfDataSegmented()
+ *
+ * \param[in]    pixs          any depth, cmap OK
+ * \param[in]    res           input image resolution; typ. 300 ppi;
+ *                             use 0 for default
+ * \param[in]    type          compression type for non-image regions; image
+ *                             regions are always compressed with L_JPEG_ENCODE
+ * \param[in]    thresh        for converting gray --> 1 bpp with L_G4_ENCODE
+ * \param[in]    boxa          [optional] of image regions; can be null
+ * \param[in]    quality       used for jpeg image regions; 0 for default
+ * \param[in]    scalefactor   used for jpeg regions; must be <= 1.0
+ * \param[in]    title         [optional] pdf title; typically taken from the
+ *                             input file for the pix
+ * \param[out]   pdata         pdf data in memory
+ * \param[out]   pnbytes       number of bytes in pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See convertToPdfSegmented() for details.
+ * 

+ */
+l_ok
+pixConvertToPdfDataSegmented(PIX         *pixs,
+                             l_int32      res,
+                             l_int32      type,
+                             l_int32      thresh,
+                             BOXA        *boxa,
+                             l_int32      quality,
+                             l_float32    scalefactor,
+                             const char  *title,
+                             l_uint8    **pdata,
+                             size_t      *pnbytes)
+{
+l_int32      i, nbox, seq, bx, by, bw, bh, upscale;
+l_float32    scale;
+BOX         *box, *boxc, *box2;
+PIX         *pix, *pixt1, *pixt2, *pixt3, *pixt4, *pixt5, *pixt6;
+PIXCMAP     *cmap;
+L_PDF_DATA  *lpd;
+
+    PROCNAME("pixConvertToPdfDataSegmented");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (type != L_G4_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_FLATE_ENCODE)
+        return ERROR_INT("invalid conversion type", procName, 1);
+    if (boxa && (scalefactor <= 0.0 || scalefactor > 1.0)) {
+        L_WARNING("setting scalefactor to 1.0\n", procName);
+        scalefactor = 1.0;
+    }
+
+        /* Adjust scalefactor so that the product with res gives an integer */
+    if (res <= 0)
+        res = DefaultInputRes;
+    scale = (l_float32)((l_int32)(scalefactor * res + 0.5)) / (l_float32)res;
+    cmap = pixGetColormap(pixs);
+
+        /* Simple case: single image to be encoded */
+    if (!boxa || boxaGetCount(boxa) == 0) {
+        if (pixGetDepth(pixs) > 1 && type == L_G4_ENCODE) {
+            if (cmap)
+                pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+            else
+                pixt1 = pixConvertTo8(pixs, FALSE);
+            pixt2 = pixScaleGray2xLIThresh(pixt1, thresh);
+            pixConvertToPdfData(pixt2, type, quality, pdata, pnbytes,
+                                0, 0, 2 * res, title, NULL, 0);
+            pixDestroy(&pixt1);
+            pixDestroy(&pixt2);
+        } else {
+            pixConvertToPdfData(pixs, type, quality, pdata, pnbytes,
+                                0, 0, res, title, NULL, 0);
+        }
+        return 0;
+    }
+
+        /* Multiple images to be encoded.  If %type == L_G4_ENCODE,
+         * jpeg encode a version of pixs that is blanked in the non-image
+         * regions, and paint the scaled non-image part onto it through a mask.
+         * Otherwise, we must put the non-image part down first and
+         * then render all the image regions separately on top of it,
+         * at their own resolution. */
+    pixt1 = pixSetBlackOrWhiteBoxa(pixs, boxa, L_SET_WHITE);  /* non-image */
+    nbox = boxaGetCount(boxa);
+    if (type == L_G4_ENCODE) {
+        pixt2 = pixCreateTemplate(pixs);  /* only image regions */
+        pixSetBlackOrWhite(pixt2, L_SET_WHITE);
+        for (i = 0; i < nbox; i++) {
+             box = boxaGetBox(boxa, i, L_CLONE);
+             pix = pixClipRectangle(pixs, box, &boxc);
+             boxGetGeometry(boxc, &bx, &by, &bw, &bh);
+             pixRasterop(pixt2, bx, by, bw, bh, PIX_SRC, pix, 0, 0);
+             pixDestroy(&pix);
+             boxDestroy(&box);
+             boxDestroy(&boxc);
+        }
+        pixt3 = pixRemoveColormap(pixt2, REMOVE_CMAP_BASED_ON_SRC);
+        if (pixGetDepth(pixt3) == 1)
+            pixt4 = pixScaleToGray(pixt3, scale);
+        else
+            pixt4 = pixScale(pixt3, scale, scale);
+        pixConvertToPdfData(pixt4, L_JPEG_ENCODE, quality, pdata, pnbytes,
+                            0, 0, (l_int32)(scale * res), title,
+                            &lpd, L_FIRST_IMAGE);
+
+        if (pixGetDepth(pixt1) == 1) {
+            pixt5 = pixClone(pixt1);
+            upscale = 1;
+        } else {
+            pixt6 = pixConvertTo8(pixt1, 0);
+            pixt5 = pixScaleGray2xLIThresh(pixt6, thresh);
+            pixDestroy(&pixt6);
+            upscale = 2;
+        }
+        pixConvertToPdfData(pixt5, L_G4_ENCODE, quality, pdata, pnbytes,
+                            0, 0, upscale * res, title, &lpd, L_LAST_IMAGE);
+        pixDestroy(&pixt2);
+        pixDestroy(&pixt3);
+        pixDestroy(&pixt4);
+        pixDestroy(&pixt5);
+    } else {
+            /* Put the non-image part down first.  This is the full
+               size of the page, so we can use it to find the page
+               height in pixels, which is required for determining
+               the LL corner of the image relative to the LL corner
+               of the page. */
+        pixConvertToPdfData(pixt1, type, quality, pdata, pnbytes, 0, 0,
+                            res, title, &lpd, L_FIRST_IMAGE);
+        for (i = 0; i < nbox; i++) {
+            box = boxaGetBox(boxa, i, L_CLONE);
+            pixt2 = pixClipRectangle(pixs, box, &boxc);
+            pixt3 = pixRemoveColormap(pixt2, REMOVE_CMAP_BASED_ON_SRC);
+            if (pixGetDepth(pixt3) == 1)
+                pixt4 = pixScaleToGray(pixt3, scale);
+            else
+                pixt4 = pixScale(pixt3, scale, scale);
+            box2 = boxTransform(boxc, 0, 0, scale, scale);
+            boxGetGeometry(box2, &bx, &by, NULL, &bh);
+            seq = (i == nbox - 1) ? L_LAST_IMAGE : L_NEXT_IMAGE;
+            pixConvertToPdfData(pixt4, L_JPEG_ENCODE, quality, pdata, pnbytes,
+                                bx, by, (l_int32)(scale * res), title,
+                                &lpd, seq);
+            pixDestroy(&pixt2);
+            pixDestroy(&pixt3);
+            pixDestroy(&pixt4);
+            boxDestroy(&box);
+            boxDestroy(&boxc);
+            boxDestroy(&box2);
+        }
+    }
+
+    pixDestroy(&pixt1);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Multi-page concatenation                    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   concatenatePdf()
+ *
+ * \param[in]    dirname   directory name containing single-page pdf files
+ * \param[in]    substr    [optional] substring filter on filenames; can be NULL
+ * \param[in]    fileout   concatenated pdf file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This only works with leptonica-formatted single-page pdf files.
+ *      (2) If %substr is not NULL, only filenames that contain
+ *          the substring can be returned.  If %substr == NULL,
+ *          none of the filenames are filtered out.
+ *      (3) The files in the directory, after optional filtering by
+ *          the substring, are lexically sorted in increasing order
+ *          before concatenation.
+ * 

+ */
+l_ok
+concatenatePdf(const char  *dirname,
+               const char  *substr,
+               const char  *fileout)
+{
+l_int32  ret;
+SARRAY  *sa;
+
+    PROCNAME("concatenatePdf");
+
+    if (!dirname)
+        return ERROR_INT("dirname not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((sa = getSortedPathnamesInDirectory(dirname, substr, 0, 0)) == NULL)
+        return ERROR_INT("sa not made", procName, 1);
+    ret = saConcatenatePdf(sa, fileout);
+    sarrayDestroy(&sa);
+    return ret;
+}
+
+
+/*!
+ * \brief   saConcatenatePdf()
+ *
+ * \param[in]    sa        string array of pathnames for single-page pdf files
+ * \param[in]    fileout   concatenated pdf file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This only works with leptonica-formatted single-page pdf files.
+ * 

+ */
+l_ok
+saConcatenatePdf(SARRAY      *sa,
+                 const char  *fileout)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("saConcatenatePdf");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    ret = saConcatenatePdfToData(sa, &data, &nbytes);
+    if (ret)
+        return ERROR_INT("pdf data not made", procName, 1);
+    ret = l_binaryWrite(fileout, "w", data, nbytes);
+    LEPT_FREE(data);
+    return ret;
+}
+
+
+/*!
+ * \brief   ptraConcatenatePdf()
+ *
+ * \param[in]    pa       array of pdf strings, each for a single-page pdf file
+ * \param[in]    fileout  concatenated pdf file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This only works with leptonica-formatted single-page pdf files.
+ * 

+ */
+l_ok
+ptraConcatenatePdf(L_PTRA      *pa,
+                   const char  *fileout)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("ptraConcatenatePdf");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    ret = ptraConcatenatePdfToData(pa, NULL, &data, &nbytes);
+    if (ret)
+        return ERROR_INT("pdf data not made", procName, 1);
+    ret = l_binaryWrite(fileout, "w", data, nbytes);
+    LEPT_FREE(data);
+    return ret;
+}
+
+
+/*!
+ * \brief   concatenatePdfToData()
+ *
+ * \param[in]    dirname   directory name containing single-page pdf files
+ * \param[in]    substr    [optional] substring filter on filenames; can be NULL
+ * \param[out]   pdata     concatenated pdf data in memory
+ * \param[out]   pnbytes   number of bytes in pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This only works with leptonica-formatted single-page pdf files.
+ *      (2) If %substr is not NULL, only filenames that contain
+ *          the substring can be returned.  If %substr == NULL,
+ *          none of the filenames are filtered out.
+ *      (3) The files in the directory, after optional filtering by
+ *          the substring, are lexically sorted in increasing order
+ *          before concatenation.
+ * 

+ */
+l_ok
+concatenatePdfToData(const char  *dirname,
+                     const char  *substr,
+                     l_uint8    **pdata,
+                     size_t      *pnbytes)
+{
+l_int32  ret;
+SARRAY  *sa;
+
+    PROCNAME("concatenatePdfToData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!dirname)
+        return ERROR_INT("dirname not defined", procName, 1);
+
+    if ((sa = getSortedPathnamesInDirectory(dirname, substr, 0, 0)) == NULL)
+        return ERROR_INT("sa not made", procName, 1);
+    ret = saConcatenatePdfToData(sa, pdata, pnbytes);
+    sarrayDestroy(&sa);
+    return ret;
+}
+
+
+/*!
+ * \brief   saConcatenatePdfToData()
+ *
+ * \param[in]    sa        string array of pathnames for single-page pdf files
+ * \param[out]   pdata     concatenated pdf data in memory
+ * \param[out]   pnbytes   number of bytes in pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This only works with leptonica-formatted single-page pdf files.
+ * 

+ */
+l_ok
+saConcatenatePdfToData(SARRAY    *sa,
+                       l_uint8  **pdata,
+                       size_t    *pnbytes)
+{
+char     *fname;
+l_int32   i, npages, ret;
+L_BYTEA  *bas;
+L_PTRA   *pa_data;  /* input pdf data for each page */
+
+    PROCNAME("saConcatenatePdfToData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+        /* Read the pdf files into memory */
+    if ((npages = sarrayGetCount(sa)) == 0)
+        return ERROR_INT("no filenames found", procName, 1);
+    pa_data = ptraCreate(npages);
+    for (i = 0; i < npages; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        bas = l_byteaInitFromFile(fname);
+        ptraAdd(pa_data, bas);
+    }
+
+    ret = ptraConcatenatePdfToData(pa_data, sa, pdata, pnbytes);
+
+        /* Cleanup: some pages could have been removed */
+    ptraGetActualCount(pa_data, &npages);
+    for (i = 0; i < npages; i++) {
+        bas = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+        l_byteaDestroy(&bas);
+    }
+    ptraDestroy(&pa_data, FALSE, FALSE);
+    return ret;
+}
+
+/* --------------------------------------------*/
+#endif  /* USE_PDFIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/pdfio1stub.c b/3rdparty/hgOCR/leptonica/pdfio1stub.c
new file mode 100644
index 00000000..a56def84
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pdfio1stub.c
@@ -0,0 +1,305 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pdfio1stub.c
+ * 
+ *
+ *     Stubs for pdfio1.c functions
+ * 

+ */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !USE_PDFIO   /* defined in environ.h */
+/* --------------------------------------------*/
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertFilesToPdf(const char *dirname, const char *substr,
+                       l_int32 res, l_float32 scalefactor,
+                       l_int32 type, l_int32 quality,
+                       const char *title, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertFilesToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok saConvertFilesToPdf(SARRAY *sa, l_int32 res, l_float32 scalefactor,
+                         l_int32 type, l_int32 quality,
+                         const char *title, const char *fileout)
+{
+    return ERROR_INT("function not present", "saConvertFilesToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok saConvertFilesToPdfData(SARRAY *sa, l_int32 res,
+                             l_float32 scalefactor, l_int32 type,
+                             l_int32 quality, const char *title,
+                             l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "saConvertFilesToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok selectDefaultPdfEncoding(PIX *pix, l_int32 *ptype)
+{
+    return ERROR_INT("function not present", "selectDefaultPdfEncoding", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertUnscaledFilesToPdf(const char *dirname, const char *substr,
+                               const char *title, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertUnscaledFilesToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok saConvertUnscaledFilesToPdf(SARRAY *sa, const char *title,
+                                 const char *fileout)
+{
+    return ERROR_INT("function not present", "saConvertUnscaledFilesToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok saConvertUnscaledFilesToPdfData(SARRAY *sa, const char *title,
+                                     l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present",
+                     "saConvertUnscaledFilesToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertUnscaledToPdfData(const char *fname, const char *title,
+                              l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "convertUnscaledToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixaConvertToPdf(PIXA *pixa, l_int32 res, l_float32 scalefactor,
+                      l_int32 type, l_int32 quality,
+                      const char *title, const char *fileout)
+{
+    return ERROR_INT("function not present", "pixaConvertToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixaConvertToPdfData(PIXA *pixa, l_int32 res, l_float32 scalefactor,
+                          l_int32 type, l_int32 quality, const char *title,
+                          l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "pixaConvertToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertToPdf(const char *filein,
+                  l_int32 type, l_int32 quality,
+                  const char *fileout,
+                     l_int32 x, l_int32 y, l_int32 res,
+                     const char *title,
+                     L_PDF_DATA **plpd, l_int32 position)
+{
+    return ERROR_INT("function not present", "convertToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertImageDataToPdf(l_uint8 *imdata, size_t size,
+                           l_int32 type, l_int32 quality,
+                           const char *fileout,
+                           l_int32 x, l_int32 y, l_int32 res,
+                           const char *title,
+                           L_PDF_DATA **plpd, l_int32 position)
+{
+    return ERROR_INT("function not present", "convertImageDataToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertToPdfData(const char *filein,
+                      l_int32 type, l_int32 quality,
+                      l_uint8 **pdata, size_t *pnbytes,
+                      l_int32 x, l_int32 y, l_int32 res,
+                      const char *title,
+                      L_PDF_DATA **plpd, l_int32 position)
+{
+    return ERROR_INT("function not present", "convertToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertImageDataToPdfData(l_uint8 *imdata, size_t size,
+                               l_int32 type, l_int32 quality,
+                               l_uint8 **pdata, size_t *pnbytes,
+                               l_int32 x, l_int32 y, l_int32 res,
+                               const char *title,
+                               L_PDF_DATA **plpd, l_int32 position)
+{
+    return ERROR_INT("function not present", "convertImageDataToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixConvertToPdf(PIX *pix, l_int32 type, l_int32 quality,
+                     const char *fileout,
+                     l_int32 x, l_int32 y, l_int32 res,
+                     const char *title,
+                     L_PDF_DATA **plpd, l_int32 position)
+{
+    return ERROR_INT("function not present", "pixConvertToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamPdf(FILE *fp, PIX *pix, l_int32 res, const char *title)
+{
+    return ERROR_INT("function not present", "pixWriteStreamPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemPdf(l_uint8 **pdata, size_t *pnbytes, PIX *pix,
+                    l_int32 res, const char *title)
+{
+    return ERROR_INT("function not present", "pixWriteMemPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertSegmentedFilesToPdf(const char *dirname, const char *substr,
+                                l_int32 res, l_int32 type, l_int32 thresh,
+                                BOXAA *baa, l_int32 quality,
+                                l_float32 scalefactor, const char *title,
+                                const char *fileout)
+{
+    return ERROR_INT("function not present", "convertSegmentedFilesToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+BOXAA * convertNumberedMasksToBoxaa(const char *dirname, const char *substr,
+                                    l_int32 numpre, l_int32 numpost)
+{
+    return (BOXAA *)ERROR_PTR("function not present",
+                              "convertNumberedMasksToBoxaa", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertToPdfSegmented(const char *filein, l_int32 res, l_int32 type,
+                           l_int32 thresh, BOXA *boxa, l_int32 quality,
+                           l_float32 scalefactor, const char *title,
+                           const char *fileout)
+{
+    return ERROR_INT("function not present", "convertToPdfSegmented", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixConvertToPdfSegmented(PIX *pixs, l_int32 res, l_int32 type,
+                              l_int32 thresh, BOXA *boxa, l_int32 quality,
+                              l_float32 scalefactor, const char *title,
+                              const char *fileout)
+{
+    return ERROR_INT("function not present", "pixConvertToPdfSegmented", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertToPdfDataSegmented(const char *filein, l_int32 res,
+                               l_int32 type, l_int32 thresh, BOXA *boxa,
+                               l_int32 quality, l_float32 scalefactor,
+                               const char *title,
+                               l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "convertToPdfDataSegmented", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixConvertToPdfDataSegmented(PIX *pixs, l_int32 res, l_int32 type,
+                                  l_int32 thresh, BOXA *boxa,
+                                  l_int32 quality, l_float32 scalefactor,
+                                  const char *title,
+                                  l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "pixConvertToPdfDataSegmented", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok concatenatePdf(const char *dirname, const char *substr,
+                    const char *fileout)
+{
+    return ERROR_INT("function not present", "concatenatePdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok saConcatenatePdf(SARRAY *sa, const char *fileout)
+{
+    return ERROR_INT("function not present", "saConcatenatePdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok ptraConcatenatePdf(L_PTRA *pa, const char *fileout)
+{
+    return ERROR_INT("function not present", "ptraConcatenatePdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok concatenatePdfToData(const char *dirname, const char *substr,
+                          l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "concatenatePdfToData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok saConcatenatePdfToData(SARRAY *sa, l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "saConcatenatePdfToData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+/* --------------------------------------------*/
+#endif  /* !USE_PDFIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/pdfio2.c b/3rdparty/hgOCR/leptonica/pdfio2.c
new file mode 100644
index 00000000..9fbc540a
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pdfio2.c
@@ -0,0 +1,2560 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pdfio2.c
+ * 
+ *
+ *    Lower-level operations for generating pdf.
+ *
+ *     Intermediate function for single page, multi-image conversion
+ *          l_int32              pixConvertToPdfData()
+ *
+ *     Intermediate function for generating multipage pdf output
+ *          l_int32              ptraConcatenatePdfToData()
+ *
+ *     Convert tiff multipage to pdf file
+ *          l_int32              convertTiffMultipageToPdf()
+ *
+ *     Low-level CID-based operations
+ *
+ *       Without transcoding
+ *          l_int32              l_generateCIDataForPdf()
+ *          L_COMP_DATA         *l_generateFlateDataPdf()
+ *          L_COMP_DATA         *l_generateJpegData()
+ *          L_COMP_DATA         *l_generateJpegDataMem()
+ *          static L_COMP_DATA  *l_generateJp2kData()
+ *
+ *       With transcoding
+ *          l_int32              l_generateCIData()
+ *          l_int32              pixGenerateCIData()
+ *          L_COMP_DATA         *l_generateFlateData()
+ *          static L_COMP_DATA  *pixGenerateFlateData()
+ *          static L_COMP_DATA  *pixGenerateJpegData()
+ *          static L_COMP_DATA  *pixGenerateJp2kData()
+ *          static L_COMP_DATA  *pixGenerateG4Data()
+ *          L_COMP_DATA         *l_generateG4Data()
+ *
+ *       Other
+ *          l_int32              cidConvertToPdfData()
+ *          void                 l_CIDataDestroy()
+ *
+ *     Helper functions for generating the output pdf string
+ *          static l_int32       l_generatePdf()
+ *          static void          generateFixedStringsPdf()
+ *          static char         *generateEscapeString()
+ *          static void          generateMediaboxPdf()
+ *          static l_int32       generatePageStringPdf()
+ *          static l_int32       generateContentStringPdf()
+ *          static l_int32       generatePreXStringsPdf()
+ *          static l_int32       generateColormapStringsPdf()
+ *          static void          generateTrailerPdf()
+ *          static l_int32       makeTrailerStringPdf()
+ *          static l_int32       generateOutputDataPdf()
+ *
+ *     Helper functions for generating multipage pdf output
+ *          static l_int32       parseTrailerPdf()
+ *          static char         *generatePagesObjStringPdf()
+ *          static L_BYTEA      *substituteObjectNumbers()
+ *
+ *     Create/destroy/access pdf data
+ *          static L_PDF_DATA   *pdfdataCreate()
+ *          static void          pdfdataDestroy()
+ *          static L_COMP_DATA  *pdfdataGetCid()
+ *
+ *     Set flags for special modes
+ *          void                 l_pdfSetG4ImageMask()
+ *          void                 l_pdfSetDateAndVersion()
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  USE_PDFIO   /* defined in environ.h */
+ /* --------------------------------------------*/
+
+    /* Typical scan resolution in ppi (pixels/inch) */
+static const l_int32  DefaultInputRes = 300;
+
+    /* Static helpers */
+static L_COMP_DATA  *l_generateJp2kData(const char *fname);
+static L_COMP_DATA  *pixGenerateFlateData(PIX *pixs, l_int32 ascii85flag);
+static L_COMP_DATA  *pixGenerateJpegData(PIX *pixs, l_int32 ascii85flag,
+                                         l_int32 quality);
+static L_COMP_DATA  *pixGenerateJp2kData(PIX *pixs, l_int32 quality);
+static L_COMP_DATA  *pixGenerateG4Data(PIX *pixs, l_int32 ascii85flag);
+
+static l_int32       l_generatePdf(l_uint8 **pdata, size_t *pnbytes,
+                                   L_PDF_DATA  *lpd);
+static void          generateFixedStringsPdf(L_PDF_DATA *lpd);
+static char         *generateEscapeString(const char  *str);
+static void          generateMediaboxPdf(L_PDF_DATA *lpd);
+static l_int32       generatePageStringPdf(L_PDF_DATA *lpd);
+static l_int32       generateContentStringPdf(L_PDF_DATA *lpd);
+static l_int32       generatePreXStringsPdf(L_PDF_DATA *lpd);
+static l_int32       generateColormapStringsPdf(L_PDF_DATA *lpd);
+static void          generateTrailerPdf(L_PDF_DATA *lpd);
+static char         *makeTrailerStringPdf(L_DNA *daloc);
+static l_int32       generateOutputDataPdf(l_uint8 **pdata, size_t *pnbytes,
+                                       L_PDF_DATA *lpd);
+
+static l_int32       parseTrailerPdf(L_BYTEA *bas, L_DNA **pda);
+static char         *generatePagesObjStringPdf(NUMA *napage);
+static L_BYTEA      *substituteObjectNumbers(L_BYTEA *bas, NUMA *na_objs);
+
+static L_PDF_DATA   *pdfdataCreate(const char *title);
+static void          pdfdataDestroy(L_PDF_DATA **plpd);
+static L_COMP_DATA  *pdfdataGetCid(L_PDF_DATA *lpd, l_int32 index);
+
+
+/* ---------------- Defaults for rendering options ----------------- */
+    /* Output G4 as writing through image mask; this is the default */
+static l_int32   var_WRITE_G4_IMAGE_MASK = 1;
+    /* Write date/time and lib version into pdf; this is the default */
+static l_int32   var_WRITE_DATE_AND_VERSION = 1;
+
+#define L_SMALLBUF   256
+#define L_BIGBUF    2048   /* must be able to hold hex colormap */
+
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_MULTIPAGE      0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*---------------------------------------------------------------------*
+ *       Intermediate function for generating multipage pdf output     *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertToPdfData()
+ *
+ * \param[in]      pix       all depths; cmap OK
+ * \param[in]      type      L_G4_ENCODE, L_JPEG_ENCODE, L_FLATE_ENCODE,
+ *                           L_JP2K_ENCODE
+ * \param[in]      quality   for jpeg: 1-100; 0 for default (75)
+ *                           for jp2k: 27-45; 0 for default (34)
+ * \param[out]     pdata     pdf array
+ * \param[out]     pnbytes   number of bytes in pdf array
+ * \param[in]      x, y      location of lower-left corner of image, in pixels,
+ *                           relative to the PostScript origin (0,0) at
+ *                           the lower-left corner of the page)
+ * \param[in]      res       override the resolution of the input image, in ppi;
+ *                           use 0 to respect resolution embedded in the input
+ * \param[in]      title     [optional] pdf title; can be null
+ * \param[in,out]  plpd      ptr to lpd; created on the first invocation and
+ *                           returned until last image is processed
+ * \param[in]      position  in image sequence: L_FIRST_IMAGE, L_NEXT_IMAGE,
+ *                           L_LAST_IMAGE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %res == 0 and the input resolution field is 0,
+ *          this will use DefaultInputRes.
+ *      (2) This only writes %data if it is the last image to be
+ *          written on the page.
+ *      (3) See comments in convertToPdf().
+ * 

+ */
+l_ok
+pixConvertToPdfData(PIX          *pix,
+                    l_int32       type,
+                    l_int32       quality,
+                    l_uint8     **pdata,
+                    size_t       *pnbytes,
+                    l_int32       x,
+                    l_int32       y,
+                    l_int32       res,
+                    const char   *title,
+                    L_PDF_DATA  **plpd,
+                    l_int32       position)
+{
+l_int32       pixres, w, h, ret;
+l_float32     xpt, ypt, wpt, hpt;
+L_COMP_DATA  *cid = NULL;
+L_PDF_DATA   *lpd = NULL;
+
+    PROCNAME("pixConvertToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (type != L_JPEG_ENCODE && type != L_G4_ENCODE &&
+        type != L_FLATE_ENCODE && type != L_JP2K_ENCODE) {
+        selectDefaultPdfEncoding(pix, &type);
+    }
+    if (plpd) {  /* part of multi-page invocation */
+        if (position == L_FIRST_IMAGE)
+            *plpd = NULL;
+    }
+
+        /* Generate the compressed image data.  It must NOT
+         * be ascii85 encoded. */
+    pixGenerateCIData(pix, type, quality, 0, &cid);
+    if (!cid)
+        return ERROR_INT("cid not made", procName, 1);
+
+        /* Get media box in pts.  Guess the input image resolution
+         * based on the input parameter %res, the resolution data in
+         * the pix, and the size of the image. */
+    pixres = cid->res;
+    w = cid->w;
+    h = cid->h;
+    if (res <= 0.0) {
+        if (pixres > 0)
+            res = pixres;
+        else
+            res = DefaultInputRes;
+    }
+    xpt = x * 72. / res;
+    ypt = y * 72. / res;
+    wpt = w * 72. / res;
+    hpt = h * 72. / res;
+
+        /* Set up lpd */
+    if (!plpd) {  /* single image */
+        if ((lpd = pdfdataCreate(title)) == NULL)
+            return ERROR_INT("lpd not made", procName, 1);
+    } else if (position == L_FIRST_IMAGE) {  /* first of multiple images */
+        if ((lpd = pdfdataCreate(title)) == NULL)
+            return ERROR_INT("lpd not made", procName, 1);
+        *plpd = lpd;
+    } else {  /* not the first of multiple images */
+        lpd = *plpd;
+    }
+
+        /* Add the data to the lpd */
+    ptraAdd(lpd->cida, cid);
+    lpd->n++;
+    ptaAddPt(lpd->xy, xpt, ypt);
+    ptaAddPt(lpd->wh, wpt, hpt);
+
+        /* If a single image or the last of multiple images,
+         * generate the pdf and destroy the lpd */
+    if (!plpd || (position == L_LAST_IMAGE)) {
+        ret = l_generatePdf(pdata, pnbytes, lpd);
+        pdfdataDestroy(&lpd);
+        if (plpd) *plpd = NULL;
+        if (ret)
+            return ERROR_INT("pdf output not made", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *      Intermediate function for generating multipage pdf output      *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptraConcatenatePdfToData()
+ *
+ * \param[in]    pa_data    ptra array of pdf strings, each for a
+ *                          single-page pdf file
+ * \param[in]    sa         [optional] string array of pathnames for
+ *                          input pdf files; can be null
+ * \param[out]   pdata      concatenated pdf data in memory
+ * \param[out]   pnbytes    number of bytes in pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This only works with leptonica-formatted single-page pdf files.
+ *          pdf files generated by other programs will have unpredictable
+ *          (and usually bad) results.  The requirements for each pdf file:
+ *            (a) The Catalog and Info objects are the first two.
+ *            (b) Object 3 is Pages
+ *            (c) Object 4 is Page
+ *            (d) The remaining objects are Contents, XObjects, and ColorSpace
+ *      (2) We remove trailers from each page, and append the full trailer
+ *          for all pages at the end.
+ *      (3) For all but the first file, remove the ID and the first 3
+ *          objects (catalog, info, pages), so that each subsequent
+ *          file has only objects of these classes:
+ *              Page, Contents, XObject, ColorSpace (Indexed RGB).
+ *          For those objects, we substitute these refs to objects
+ *          in the local file:
+ *              Page:  Parent(object 3), Contents, XObject(typically multiple)
+ *              XObject:  [ColorSpace if indexed]
+ *          The Pages object on the first page (object 3) has a Kids array
+ *          of references to all the Page objects, with a Count equal
+ *          to the number of pages.  Each Page object refers back to
+ *          this parent.
+ * 

+ */
+l_ok
+ptraConcatenatePdfToData(L_PTRA    *pa_data,
+                         SARRAY    *sa,
+                         l_uint8  **pdata,
+                         size_t    *pnbytes)
+{
+char     *fname, *str_pages, *str_trailer;
+l_uint8  *pdfdata, *data;
+l_int32   i, j, index, nobj, npages;
+l_int32  *sizes, *locs;
+size_t    size;
+L_BYTEA  *bas, *bad, *bat1, *bat2;
+L_DNA    *da_locs, *da_sizes, *da_outlocs, *da;
+L_DNAA   *daa_locs;  /* object locations on each page */
+NUMA     *na_objs, *napage;
+NUMAA    *naa_objs;  /* object mapping numbers to new values */
+
+    PROCNAME("ptraConcatenatePdfToData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!pa_data)
+        return ERROR_INT("pa_data not defined", procName, 1);
+
+        /* Parse the files and find the object locations.
+         * Remove file data that cannot be parsed. */
+    ptraGetActualCount(pa_data, &npages);
+    daa_locs = l_dnaaCreate(npages);
+    for (i = 0; i < npages; i++) {
+        bas = (L_BYTEA *)ptraGetPtrToItem(pa_data, i);
+        if (parseTrailerPdf(bas, &da_locs) != 0) {
+            bas = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+            l_byteaDestroy(&bas);
+            if (sa) {
+                fname = sarrayGetString(sa, i, L_NOCOPY);
+                L_ERROR("can't parse file %s; skipping\n", procName, fname);
+            } else {
+                L_ERROR("can't parse file %d; skipping\n", procName, i);
+            }
+        } else {
+            l_dnaaAddDna(daa_locs, da_locs, L_INSERT);
+        }
+    }
+
+        /* Recompute npages in case some of the files were not pdf */
+    ptraCompactArray(pa_data);
+    ptraGetActualCount(pa_data, &npages);
+    if (npages == 0) {
+        l_dnaaDestroy(&daa_locs);
+        return ERROR_INT("no parsable pdf files found", procName, 1);
+    }
+
+        /* Find the mapping from initial to final object numbers */
+    naa_objs = numaaCreate(npages);  /* stores final object numbers */
+    napage = numaCreate(npages);  /* stores "Page" object numbers */
+    index = 0;
+    for (i = 0; i < npages; i++) {
+        da = l_dnaaGetDna(daa_locs, i, L_CLONE);
+        nobj = l_dnaGetCount(da);
+        if (i == 0) {
+            numaAddNumber(napage, 4);  /* object 4 on first page */
+            na_objs = numaMakeSequence(0.0, 1.0, nobj - 1);
+            index = nobj - 1;
+        } else {  /* skip the first 3 objects in each file */
+            numaAddNumber(napage, index);  /* Page object is first we add */
+            na_objs = numaMakeConstant(0.0, nobj - 1);
+            numaReplaceNumber(na_objs, 3, 3);  /* refers to parent of all */
+            for (j = 4; j < nobj - 1; j++)
+                numaSetValue(na_objs, j, index++);
+        }
+        numaaAddNuma(naa_objs, na_objs, L_INSERT);
+        l_dnaDestroy(&da);
+    }
+
+        /* Make the Pages object (#3) */
+    str_pages = generatePagesObjStringPdf(napage);
+
+        /* Build the output */
+    bad = l_byteaCreate(5000);
+    da_outlocs = l_dnaCreate(0);  /* locations of all output objects */
+    for (i = 0; i < npages; i++) {
+        bas = (L_BYTEA *)ptraGetPtrToItem(pa_data, i);
+        pdfdata = l_byteaGetData(bas, &size);
+        da_locs = l_dnaaGetDna(daa_locs, i, L_CLONE);  /* locs on this page */
+        na_objs = numaaGetNuma(naa_objs, i, L_CLONE);  /* obj # on this page */
+        nobj = l_dnaGetCount(da_locs) - 1;
+        da_sizes = l_dnaDiffAdjValues(da_locs);  /* object sizes on this page */
+        sizes = l_dnaGetIArray(da_sizes);
+        locs = l_dnaGetIArray(da_locs);
+        if (i == 0) {
+            l_byteaAppendData(bad, pdfdata, sizes[0]);
+            l_byteaAppendData(bad, pdfdata + locs[1], sizes[1]);
+            l_byteaAppendData(bad, pdfdata + locs[2], sizes[2]);
+            l_byteaAppendString(bad, str_pages);
+            for (j = 0; j < 4; j++)
+                l_dnaAddNumber(da_outlocs, locs[j]);
+        }
+        for (j = 4; j < nobj; j++) {
+            l_dnaAddNumber(da_outlocs, l_byteaGetSize(bad));
+            bat1 = l_byteaInitFromMem(pdfdata + locs[j], sizes[j]);
+            bat2 = substituteObjectNumbers(bat1, na_objs);
+            data = l_byteaGetData(bat2, &size);
+            l_byteaAppendData(bad, data, size);
+            l_byteaDestroy(&bat1);
+            l_byteaDestroy(&bat2);
+        }
+        if (i == npages - 1)  /* last one */
+            l_dnaAddNumber(da_outlocs, l_byteaGetSize(bad));
+        LEPT_FREE(sizes);
+        LEPT_FREE(locs);
+        l_dnaDestroy(&da_locs);
+        numaDestroy(&na_objs);
+        l_dnaDestroy(&da_sizes);
+    }
+
+        /* Add the trailer */
+    str_trailer = makeTrailerStringPdf(da_outlocs);
+    l_byteaAppendString(bad, str_trailer);
+
+        /* Transfer the output data */
+    *pdata = l_byteaCopyData(bad, pnbytes);
+    l_byteaDestroy(&bad);
+
+#if  DEBUG_MULTIPAGE
+    fprintf(stderr, "******** object mapper **********");
+    numaaWriteStream(stderr, naa_objs);
+
+    fprintf(stderr, "******** Page object numbers ***********");
+    numaWriteStream(stderr, napage);
+
+    fprintf(stderr, "******** Pages object ***********\n");
+    fprintf(stderr, "%s\n", str_pages);
+#endif  /* DEBUG_MULTIPAGE */
+
+    numaDestroy(&napage);
+    numaaDestroy(&naa_objs);
+    l_dnaDestroy(&da_outlocs);
+    l_dnaaDestroy(&daa_locs);
+    LEPT_FREE(str_pages);
+    LEPT_FREE(str_trailer);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                  Convert tiff multipage to pdf file                 *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertTiffMultipageToPdf()
+ *
+ * \param[in]    filein    (tiff)
+ * \param[in]    fileout   (pdf)
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) A multipage tiff file can also be converted to PS, using
+ *          convertTiffMultipageToPS()
+ * 

+ */
+l_ok
+convertTiffMultipageToPdf(const char  *filein,
+                          const char  *fileout)
+{
+l_int32  istiff;
+PIXA    *pixa;
+FILE    *fp;
+
+    PROCNAME("convertTiffMultipageToPdf");
+
+    if ((fp = fopenReadStream(filein)) == NULL)
+        return ERROR_INT("file not found", procName, 1);
+    istiff = fileFormatIsTiff(fp);
+    fclose(fp);
+    if (!istiff)
+        return ERROR_INT("file not tiff format", procName, 1);
+
+    pixa = pixaReadMultipageTiff(filein);
+    pixaConvertToPdf(pixa, 0, 1.0, 0, 0, "weasel2", fileout);
+    pixaDestroy(&pixa);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                     Low-level CID-based operations                  *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   l_generateCIDataForPdf()
+ *
+ * \param[in]    fname      [optional] can be null
+ * \param[in]    pix        [optional] can be null
+ * \param[in]    quality    for jpeg if transcoded: 1-100; 0 for default (75)
+ *                          for jp2k if transcoded: 27-45; 0 for default (34)
+ * \param[out]   pcid       compressed data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) You must set either filename or pix.
+ *      (2) Given an image file and optionally a pix raster of that data,
+ *          this provides a CID that is compatible with PDF, preferably
+ *          without transcoding.
+ *      (3) The pix is included for efficiency, in case transcoding
+ *          is required and the pix is available to the caller.
+ *      (4) We don't try to open files named "stdin" or "-" for Tesseract
+ *          compatibility reasons. We may remove this restriction
+ *          in the future.
+ * 

+ */
+l_ok
+l_generateCIDataForPdf(const char    *fname,
+                       PIX           *pix,
+                       l_int32        quality,
+                       L_COMP_DATA  **pcid)
+{
+l_int32       format, type;
+L_COMP_DATA  *cid;
+PIX          *pixt;
+
+    PROCNAME("l_generateCIDataForPdf");
+
+	//FILE* file = fopenWriteStream("aaa.bmp", "w");
+	//pixWriteStreamBmp(file, pix);
+	//fclose(file);
+    if (!pcid)
+        return ERROR_INT("&cid not defined", procName, 1);
+    *pcid = cid = NULL;
+    if (!fname && !pix)
+        return ERROR_INT("neither fname nor pix are defined", procName, 1);
+
+        /* If a compressed file is given that is not 'stdin', see if we
+         * can generate the pdf output without transcoding. */
+    if (fname && strcmp(fname, "-") != 0 && strcmp(fname, "stdin") != 0) {
+        findFileFormat(fname, &format);
+        if (format == IFF_UNKNOWN)
+            L_WARNING("file %s format is unknown\n", procName, fname);
+        if (format == IFF_PS || format == IFF_LPDF) {
+            L_ERROR("file %s is unsupported format %d\n",
+                  procName, fname, format);
+            return 1;
+        }
+        if (format == IFF_JFIF_JPEG) {
+            cid = l_generateJpegData(fname, 0);
+        } else if (format == IFF_JP2) {
+            cid = l_generateJp2kData(fname);
+        } else if (format == IFF_PNG) {
+            cid = l_generateFlateDataPdf(fname, pix);
+        }
+
+    }
+
+        /* Otherwise, use the pix to generate the pdf output */
+    if  (!cid) {
+        if (!pix)
+            pixt = pixRead(fname);
+        else
+            pixt = pixClone(pix);
+        if (!pixt)
+            return ERROR_INT("pixt not made", procName, 1);
+        if (selectDefaultPdfEncoding(pixt, &type)) {
+            pixDestroy(&pixt);
+            return 1;
+        }
+        pixGenerateCIData(pixt, type, quality, 0, &cid);
+        pixDestroy(&pixt);
+    }
+    if (!cid) {
+        L_ERROR("totally kerflummoxed\n", procName);
+        return 1;
+    }
+    *pcid = cid;
+    return 0;
+}
+
+
+/*!
+ * \brief   l_generateFlateDataPdf()
+ *
+ * \param[in]    fname     preferably png
+ * \param[in]    pixs      [optional] can be null
+ * \return  cid containing png data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If you hand this a png file, you are going to get
+ *          png predictors embedded in the flate data. So it has
+ *          come to this. http://xkcd.com/1022/
+ *      (2) Exception: if the png is interlaced or if it is RGBA,
+ *          it will be transcoded.
+ *      (3) If transcoding is required, this will not have to read from
+ *          file if you also input a pix.
+ * 

+ */
+L_COMP_DATA *
+l_generateFlateDataPdf(const char  *fname,
+                       PIX         *pixs)
+{
+l_uint8      *pngcomp = NULL;  /* entire PNG compressed file */
+l_uint8      *datacomp = NULL;  /* gzipped raster data */
+l_uint8      *cmapdata = NULL;  /* uncompressed colormap */
+char         *cmapdatahex = NULL;  /* hex ascii uncompressed colormap */
+l_uint32      i, j, n;
+l_int32       format, interlaced;
+l_int32       ncolors;  /* in colormap */
+l_int32       bps;  /* bits/sample: usually 8 */
+l_int32       spp;  /* samples/pixel: 1-grayscale/cmap); 3-rgb; 4-rgba */
+l_int32       w, h, cmapflag;
+l_int32       xres, yres;
+size_t        nbytescomp = 0, nbytespng = 0;
+FILE         *fp;
+L_COMP_DATA  *cid;
+PIX          *pix;
+PIXCMAP      *cmap = NULL;
+
+    PROCNAME("l_generateFlateDataPdf");
+
+    if (!fname)
+        return (L_COMP_DATA *)ERROR_PTR("fname not defined", procName, NULL);
+
+    findFileFormat(fname, &format);
+    spp = 0;  /* init to spp != 4 if not png */
+    interlaced = 0;  /* initialize to no interlacing */
+    bps = 0;  /* initialize to a nonsense value */
+    if (format == IFF_PNG) {
+        isPngInterlaced(fname, &interlaced);
+        if (readHeaderPng(fname, NULL, NULL, &bps, &spp, NULL))
+            return (L_COMP_DATA *)ERROR_PTR("bad png input", procName, NULL);
+    }
+
+        /* PDF is capable of inlining some types of PNG files, but not all
+           of them. We need to transcode anything with interlacing, an
+           alpha channel, or 1 bpp (which would otherwise be photo-inverted).
+
+           Be careful with spp. Any PNG image file with an alpha
+           channel is converted on reading to RGBA (spp == 4). This
+           includes the (gray + alpha) format with spp == 2. You
+           will get different results if you look at spp via
+           readHeaderPng() versus pixGetSpp() */
+    if (format != IFF_PNG || interlaced || bps == 1 || spp == 4 || spp == 2) {
+        if (!pixs)
+            pix = pixRead(fname);
+        else
+            pix = pixClone(pixs);
+        if (!pix)
+            return (L_COMP_DATA *)ERROR_PTR("pix not made", procName, NULL);
+        cid = pixGenerateFlateData(pix, 0);
+        pixDestroy(&pix);
+        return cid;
+    }
+
+        /* It's png.  Generate the pdf data without transcoding.
+         * Implementation by Jeff Breidenbach.
+         * First, read the metadata */
+    if ((fp = fopenReadStream(fname)) == NULL)
+        return (L_COMP_DATA *)ERROR_PTR("stream not opened", procName, NULL);
+    freadHeaderPng(fp, &w, &h, &bps, &spp, &cmapflag);
+    fgetPngResolution(fp, &xres, &yres);
+    fclose(fp);
+
+        /* We get pdf corruption when inlining the data from 16 bpp png. */
+    if (bps == 16)
+        return l_generateFlateData(fname, 0);
+
+        /* Read the entire png file */
+    if ((pngcomp = l_binaryRead(fname, &nbytespng)) == NULL)
+        return (L_COMP_DATA *)ERROR_PTR("unable to read file",
+                                        procName, NULL);
+
+        /* Extract flate data, copying portions of it to memory, including
+         * the predictor information in a byte at the beginning of each
+         * raster line.  The flate data makes up the vast majority of
+         * the png file, so after extraction we expect datacomp to
+         * be nearly full (i.e., nbytescomp will be only slightly less
+         * than nbytespng).  Also extract the colormap if present. */
+    if ((datacomp = (l_uint8 *)LEPT_CALLOC(1, nbytespng)) == NULL) {
+        LEPT_FREE(pngcomp);
+        return (L_COMP_DATA *)ERROR_PTR("unable to allocate memory",
+                                        procName, NULL);
+    }
+
+        /* Parse the png file.  Each chunk consists of:
+         *    length: 4 bytes
+         *    name:   4 bytes (e.g., "IDAT")
+         *    data:   n bytes
+         *    CRC:    4 bytes
+         * Start at the beginning of the data section of the first chunk,
+         * byte 16, because the png file begins with 8 bytes of header,
+         * followed by the first 8 bytes of the first chunk
+         * (length and name).  On each loop, increment by 12 bytes to
+         * skip over the CRC, length and name of the next chunk. */
+    for (i = 16; i < nbytespng; i += 12) {  /* do each successive chunk */
+            /* Get the chunk length */
+        n  = pngcomp[i - 8] << 24;
+        n += pngcomp[i - 7] << 16;
+        n += pngcomp[i - 6] << 8;
+        n += pngcomp[i - 5] << 0;
+        if (n >= nbytespng - i) {  /* "n + i" can overflow */
+            LEPT_FREE(pngcomp);
+            LEPT_FREE(datacomp);
+            pixcmapDestroy(&cmap);
+            L_ERROR("invalid png: i = %d, n = %d, nbytes = %zu\n", procName,
+                    i, n, nbytespng);
+            return NULL;
+        }
+
+            /* Is it a data chunk? */
+        if (memcmp(pngcomp + i - 4, "IDAT", 4) == 0) {
+            memcpy(datacomp + nbytescomp, pngcomp + i, n);
+            nbytescomp += n;
+        }
+
+            /* Is it a palette chunk? */
+        if (cmapflag && !cmap &&
+            memcmp(pngcomp + i - 4, "PLTE", 4) == 0) {
+            if ((n / 3) > (1 << bps)) {
+                LEPT_FREE(pngcomp);
+                LEPT_FREE(datacomp);
+                pixcmapDestroy(&cmap);
+                L_ERROR("invalid png: i = %d, n = %d, cmapsize = %d\n",
+                        procName, i, n, (1 << bps));
+                return NULL;
+            }
+            cmap = pixcmapCreate(bps);
+            for (j = i; j < i + n; j += 3) {
+                pixcmapAddColor(cmap, pngcomp[j], pngcomp[j + 1],
+                                pngcomp[j + 2]);
+            }
+        }
+        i += n;  /* move to the end of the data chunk */
+    }
+    LEPT_FREE(pngcomp);
+
+    if (nbytescomp == 0) {
+        LEPT_FREE(datacomp);
+        pixcmapDestroy(&cmap);
+        return (L_COMP_DATA *)ERROR_PTR("invalid PNG file", procName, NULL);
+    }
+
+        /* Extract and encode the colormap data as hexascii  */
+    ncolors = 0;
+    if (cmap) {
+        pixcmapSerializeToMemory(cmap, 3, &ncolors, &cmapdata);
+        pixcmapDestroy(&cmap);
+        if (!cmapdata) {
+            LEPT_FREE(datacomp);
+            return (L_COMP_DATA *)ERROR_PTR("cmapdata not made",
+                                            procName, NULL);
+        }
+        cmapdatahex = pixcmapConvertToHex(cmapdata, ncolors);
+        LEPT_FREE(cmapdata);
+    }
+
+        /* Note that this is the only situation where the predictor
+         * field of the CID is set to 1.  Adobe's predictor values on
+         * p. 76 of pdf_reference_1-7.pdf give 1 for no predictor and
+         * 10-14 for inline predictors, the specifics of which are
+         * ignored by the pdf interpreter, which just needs to know that
+         * the first byte on each compressed scanline is some predictor
+         * whose type can be inferred from the byte itself.  */
+    cid = (L_COMP_DATA *)LEPT_CALLOC(1, sizeof(L_COMP_DATA));
+    cid->datacomp = datacomp;
+    cid->type = L_FLATE_ENCODE;
+    cid->cmapdatahex = cmapdatahex;
+    cid->nbytescomp = nbytescomp;
+    cid->ncolors = ncolors;
+    cid->predictor = TRUE;
+    cid->w = w;
+    cid->h = h;
+    cid->bps = bps;
+    cid->spp = spp;
+    cid->res = xres;
+    return cid;
+}
+
+
+/*!
+ * \brief   l_generateJpegData()
+ *
+ * \param[in]    fname           of jpeg file
+ * \param[in]    ascii85flag     0 for jpeg; 1 for ascii85-encoded jpeg
+ * \return  cid containing jpeg data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Set ascii85flag:
+ *           ~ 0 for binary data (not permitted in PostScript)
+ *           ~ 1 for ascii85 (5 for 4) encoded binary data
+ *               (not permitted in pdf)
+ *      (2) Do not free the data.  l_generateJpegDataMem() will free
+ *          the data if the data is invalid, or if it does not use
+ *          ascii encoding.
+ * 

+ */
+L_COMP_DATA *
+l_generateJpegData(const char  *fname,
+                   l_int32      ascii85flag)
+{
+l_uint8      *data = NULL;
+size_t        nbytes;
+
+    PROCNAME("l_generateJpegData");
+
+    if (!fname)
+        return (L_COMP_DATA *)ERROR_PTR("fname not defined", procName, NULL);
+
+        /* The returned jpeg data in memory is the entire jpeg file,
+         * which starts with ffd8 and ends with ffd9 */
+    if ((data = l_binaryRead(fname, &nbytes)) == NULL)
+        return (L_COMP_DATA *)ERROR_PTR("data not extracted", procName, NULL);
+
+    return l_generateJpegDataMem(data, nbytes, ascii85flag);
+}
+
+
+/*!
+ * \brief   l_generateJpegDataMem()
+ *
+ * \param[in]    data           of jpeg file
+ * \param[in]    nbytes         of jpeg file
+ * \param[in]    ascii85flag    0 for jpeg; 1 for ascii85-encoded jpeg
+ * \return  cid containing jpeg data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See l_generateJpegData().
+ * 

+ */
+L_COMP_DATA *
+l_generateJpegDataMem(l_uint8  *data,
+                      size_t    nbytes,
+                      l_int32   ascii85flag)
+{
+char         *data85 = NULL;  /* ascii85 encoded jpeg compressed file */
+l_int32       w, h, xres, yres, bps, spp;
+l_int32       nbytes85;
+L_COMP_DATA  *cid;
+
+    PROCNAME("l_generateJpegDataMem");
+
+    if (!data)
+        return (L_COMP_DATA *)ERROR_PTR("data not defined", procName, NULL);
+
+        /* Read the metadata */
+    if (readHeaderMemJpeg(data, nbytes, &w, &h, &spp, NULL, NULL)) {
+        LEPT_FREE(data);
+        return (L_COMP_DATA *)ERROR_PTR("bad jpeg metadata", procName, NULL);
+    }
+    bps = 8;
+    readResolutionMemJpeg(data, nbytes, &xres, &yres);
+
+        /* Optionally, encode the compressed data */
+    if (ascii85flag == 1) {
+        data85 = encodeAscii85(data, nbytes, &nbytes85);
+        LEPT_FREE(data);
+        if (!data85)
+            return (L_COMP_DATA *)ERROR_PTR("data85 not made", procName, NULL);
+        else
+            data85[nbytes85 - 1] = '\0';  /* remove the newline */
+    }
+
+    cid = (L_COMP_DATA *)LEPT_CALLOC(1, sizeof(L_COMP_DATA));
+    if (ascii85flag == 0) {
+        cid->datacomp = data;
+    } else {  /* ascii85 */
+        cid->data85 = data85;
+        cid->nbytes85 = nbytes85;
+    }
+    cid->type = L_JPEG_ENCODE;
+    cid->nbytescomp = nbytes;
+    cid->w = w;
+    cid->h = h;
+    cid->bps = bps;
+    cid->spp = spp;
+    cid->res = xres;
+    return cid;
+}
+
+
+/*!
+ * \brief   l_generateJp2kData()
+ *
+ * \param[in]    fname     of jp2k file
+ * \return  cid containing jp2k data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is only called after the file is verified to be jp2k.
+ * 

+ */
+static L_COMP_DATA *
+l_generateJp2kData(const char  *fname)
+{
+l_int32       w, h, bps, spp, xres, yres;
+size_t        nbytes;
+L_COMP_DATA  *cid;
+FILE         *fp;
+
+    PROCNAME("l_generateJp2kData");
+
+    if (!fname)
+        return (L_COMP_DATA *)ERROR_PTR("fname not defined", procName, NULL);
+
+    if (readHeaderJp2k(fname, &w, &h, &bps, &spp))
+        return (L_COMP_DATA *)ERROR_PTR("bad jp2k metadata", procName, NULL);
+
+    if ((cid = (L_COMP_DATA *)LEPT_CALLOC(1, sizeof(L_COMP_DATA))) == NULL)
+        return (L_COMP_DATA *)ERROR_PTR("cid not made", procName, NULL);
+
+        /* The returned jp2k data in memory is the entire jp2k file */
+    if ((cid->datacomp = l_binaryRead(fname, &nbytes)) == NULL) {
+        l_CIDataDestroy(&cid);
+        return (L_COMP_DATA *)ERROR_PTR("data not extracted", procName, NULL);
+    }
+
+    xres = yres = 0;
+    if ((fp = fopenReadStream(fname)) != NULL) {
+        fgetJp2kResolution(fp, &xres, &yres);
+        fclose(fp);
+    }
+    cid->type = L_JP2K_ENCODE;
+    cid->nbytescomp = nbytes;
+    cid->w = w;
+    cid->h = h;
+    cid->bps = bps;
+    cid->spp = spp;
+    cid->res = xres;
+    return cid;
+}
+
+
+/*!
+ * \brief   l_generateCIData()
+ *
+ * \param[in]    fname
+ * \param[in]    type       L_G4_ENCODE, L_JPEG_ENCODE, L_FLATE_ENCODE,
+ *                          L_JP2K_ENCODE
+ * \param[in]    quality    for jpeg if transcoded: 1-100; 0 for default (75)
+ *                          for jp2k if transcoded: 27-45; 0 for default (34)
+ * \param[in]    ascii85    0 for binary; 1 for ascii85-encoded
+ * \param[out]   pcid       compressed data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This can be used for both PostScript and pdf.
+ *      (1) Set ascii85:
+ *           ~ 0 for binary data (not permitted in PostScript)
+ *           ~ 1 for ascii85 (5 for 4) encoded binary data
+ *      (2) This attempts to compress according to the requested type.
+ *          If this can't be done, it falls back to ordinary flate encoding.
+ *      (3) This differs from l_generateCIDataPdf(), which determines
+ *          the format and attempts to generate the CID without transcoding.
+ * 

+ */
+l_ok
+l_generateCIData(const char    *fname,
+                 l_int32        type,
+                 l_int32        quality,
+                 l_int32        ascii85,
+                 L_COMP_DATA  **pcid)
+{
+l_int32       format, d, bps, spp, iscmap;
+L_COMP_DATA  *cid;
+PIX          *pix;
+
+    PROCNAME("l_generateCIData");
+
+    if (!pcid)
+        return ERROR_INT("&cid not defined", procName, 1);
+    *pcid = NULL;
+    if (!fname)
+        return ERROR_INT("fname not defined", procName, 1);
+    if (type != L_G4_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_FLATE_ENCODE && type != L_JP2K_ENCODE)
+        return ERROR_INT("invalid conversion type", procName, 1);
+    if (ascii85 != 0 && ascii85 != 1)
+        return ERROR_INT("invalid ascii85", procName, 1);
+
+        /* Sanity check on requested encoding */
+    pixReadHeader(fname, &format, NULL, NULL, &bps, &spp, &iscmap);
+    d = bps * spp;
+    if (d == 24) d = 32;
+    if (iscmap && type != L_FLATE_ENCODE) {
+        L_WARNING("pixs has cmap; using flate encoding\n", procName);
+        type = L_FLATE_ENCODE;
+    } else if (d < 8 && type == L_JPEG_ENCODE) {
+        L_WARNING("pixs has < 8 bpp; using flate encoding\n", procName);
+        type = L_FLATE_ENCODE;
+    } else if (d < 8 && type == L_JP2K_ENCODE) {
+        L_WARNING("pixs has < 8 bpp; using flate encoding\n", procName);
+        type = L_FLATE_ENCODE;
+    } else if (d > 1 && type == L_G4_ENCODE) {
+        L_WARNING("pixs has > 1 bpp; using flate encoding\n", procName);
+        type = L_FLATE_ENCODE;
+    }
+
+    if (type == L_JPEG_ENCODE) {
+        if (format == IFF_JFIF_JPEG) {  /* do not transcode */
+            cid = l_generateJpegData(fname, ascii85);
+        } else {
+            if ((pix = pixRead(fname)) == NULL)
+                return ERROR_INT("pix not returned", procName, 1);
+            cid = pixGenerateJpegData(pix, ascii85, quality);
+            pixDestroy(&pix);
+        }
+        if (!cid)
+            return ERROR_INT("jpeg data not made", procName, 1);
+    } else if (type == L_JP2K_ENCODE) {
+        if (format == IFF_JP2) {  /* do not transcode */
+            cid = l_generateJp2kData(fname);
+        } else {
+            if ((pix = pixRead(fname)) == NULL)
+                return ERROR_INT("pix not returned", procName, 1);
+            cid = pixGenerateJp2kData(pix, quality);
+            pixDestroy(&pix);
+        }
+        if (!cid)
+            return ERROR_INT("jp2k data not made", procName, 1);
+    } else if (type == L_G4_ENCODE) {
+        if ((cid = l_generateG4Data(fname, ascii85)) == NULL)
+            return ERROR_INT("g4 data not made", procName, 1);
+    } else if (type == L_FLATE_ENCODE) {
+        if ((cid = l_generateFlateData(fname, ascii85)) == NULL)
+            return ERROR_INT("flate data not made", procName, 1);
+    } else {
+        return ERROR_INT("invalid conversion type", procName, 1);
+    }
+    *pcid = cid;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGenerateCIData()
+ *
+ * \param[in]    pixs       8 or 32 bpp, no colormap
+ * \param[in]    type       L_G4_ENCODE, L_JPEG_ENCODE, L_FLATE_ENCODE or
+ *                          L_JP2K_ENCODE
+ * \param[in]    quality    for jpeg if transcoded: 1-100; 0 for default (75)
+ *                          for jp2k if transcoded: 27-45; 0 for default (34)
+ * \param[in]    ascii85    0 for binary; 1 for ascii85-encoded
+ * \param[out]   pcid       compressed data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Set ascii85:
+ *           ~ 0 for binary data (not permitted in PostScript)
+ *           ~ 1 for ascii85 (5 for 4) encoded binary data
+ * 

+ */
+l_ok
+pixGenerateCIData(PIX           *pixs,
+                  l_int32        type,
+                  l_int32        quality,
+                  l_int32        ascii85,
+                  L_COMP_DATA  **pcid)
+{
+l_int32   d;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixGenerateCIData");
+
+    if (!pcid)
+        return ERROR_INT("&cid not defined", procName, 1);
+    *pcid = NULL;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (type != L_G4_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_FLATE_ENCODE && type != L_JP2K_ENCODE) {
+        selectDefaultPdfEncoding(pixs, &type);
+    }
+    if (ascii85 != 0 && ascii85 != 1)
+        return ERROR_INT("invalid ascii85", procName, 1);
+
+        /* Sanity check on requested encoding */
+    d = pixGetDepth(pixs);
+    cmap = pixGetColormap(pixs);
+    if (cmap && type != L_FLATE_ENCODE) {
+        L_WARNING("pixs has cmap; using flate encoding\n", procName);
+        type = L_FLATE_ENCODE;
+    } else if (d < 8 && (type == L_JPEG_ENCODE || type == L_JP2K_ENCODE)) {
+        L_WARNING("pixs has < 8 bpp; using flate encoding\n", procName);
+        type = L_FLATE_ENCODE;
+    } else if (d > 1 && type == L_G4_ENCODE) {
+        L_WARNING("pixs has > 1 bpp; using flate encoding\n", procName);
+        type = L_FLATE_ENCODE;
+    }
+
+    if (type == L_JPEG_ENCODE) {
+        if ((*pcid = pixGenerateJpegData(pixs, ascii85, quality)) == NULL)
+            return ERROR_INT("jpeg data not made", procName, 1);
+    } else if (type == L_JP2K_ENCODE) {
+        if ((*pcid = pixGenerateJp2kData(pixs, quality)) == NULL)
+            return ERROR_INT("jp2k data not made", procName, 1);
+    } else if (type == L_G4_ENCODE) {
+        if ((*pcid = pixGenerateG4Data(pixs, ascii85)) == NULL)
+            return ERROR_INT("g4 data not made", procName, 1);
+    } else {  /* type == L_FLATE_ENCODE */
+        if ((*pcid = pixGenerateFlateData(pixs, ascii85)) == NULL)
+            return ERROR_INT("flate data not made", procName, 1);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   l_generateFlateData()
+ *
+ * \param[in]    fname
+ * \param[in]    ascii85flag    0 for gzipped; 1 for ascii85-encoded gzipped
+ * \return  cid flate compressed image data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The input image is converted to one of these 4 types:
+ *           ~ 1 bpp
+ *           ~ 8 bpp, no colormap
+ *           ~ 8 bpp, colormap
+ *           ~ 32 bpp rgb
+ *      (2) Set ascii85flag:
+ *           ~ 0 for binary data (not permitted in PostScript)
+ *           ~ 1 for ascii85 (5 for 4) encoded binary data
+ * 

+ */
+L_COMP_DATA *
+l_generateFlateData(const char  *fname,
+                    l_int32      ascii85flag)
+{
+L_COMP_DATA  *cid;
+PIX          *pixs;
+
+    PROCNAME("l_generateFlateData");
+
+    if (!fname)
+        return (L_COMP_DATA *)ERROR_PTR("fname not defined", procName, NULL);
+
+    if ((pixs = pixRead(fname)) == NULL)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not made", procName, NULL);
+    cid = pixGenerateFlateData(pixs, ascii85flag);
+    pixDestroy(&pixs);
+    return cid;
+}
+
+
+/*!
+ * \brief   pixGenerateFlateData()
+ *
+ * \param[in]    pixs
+ * \param[in]    ascii85flag 0    for gzipped; 1 for ascii85-encoded gzipped
+ * \return  cid flate compressed image data, or NULL on error
+ *
+ *      Notes:
+ *          1) This should not be called with an RGBA pix (spp == 4; it
+ *             will ignore the alpha channel.  Likewise, if called with a
+ *             colormapped pix, the alpha component in the colormap will
+ *             be ignored as it is for all leptonica operations
+ *             on colormapped pix.
+ */
+static L_COMP_DATA *
+pixGenerateFlateData(PIX     *pixs,
+                     l_int32  ascii85flag)
+{
+l_uint8      *data = NULL;  /* uncompressed raster data in required format */
+l_uint8      *datacomp = NULL;  /* gzipped raster data */
+char         *data85 = NULL;  /* ascii85 encoded gzipped raster data */
+l_uint8      *cmapdata = NULL;  /* uncompressed colormap */
+char         *cmapdata85 = NULL;  /* ascii85 encoded uncompressed colormap */
+char         *cmapdatahex = NULL;  /* hex ascii uncompressed colormap */
+l_int32       ncolors;  /* in colormap; not used if cmapdata85 is null */
+l_int32       bps;  /* bits/sample: usually 8 */
+l_int32       spp;  /* samples/pixel: 1-grayscale/cmap); 3-rgb */
+l_int32       w, h, d, cmapflag;
+l_int32       ncmapbytes85 = 0;
+l_int32       nbytes85 = 0;
+size_t        nbytes, nbytescomp;
+L_COMP_DATA  *cid;
+PIX          *pixt;
+PIXCMAP      *cmap;
+
+    PROCNAME("pixGenerateFlateData");
+
+    if (!pixs)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Convert the image to one of these 4 types:
+         *     1 bpp
+         *     8 bpp, no colormap
+         *     8 bpp, colormap
+         *     32 bpp rgb    */
+    pixGetDimensions(pixs, &w, &h, &d);
+    cmap = pixGetColormap(pixs);
+    cmapflag = (cmap) ? 1 : 0;
+    if (d == 2 || d == 4 || d == 16) {
+        pixt = pixConvertTo8(pixs, cmapflag);
+        cmap = pixGetColormap(pixt);
+        d = pixGetDepth(pixt);
+    } else {
+        pixt = pixClone(pixs);
+    }
+    spp = (d == 32) ? 3 : 1;  /* ignores alpha */
+    bps = (d == 32) ? 8 : d;
+
+        /* Extract and encode the colormap data as both ascii85 and hexascii  */
+    ncolors = 0;
+    if (cmap) {
+        pixcmapSerializeToMemory(cmap, 3, &ncolors, &cmapdata);
+        if (!cmapdata) {
+            pixDestroy(&pixt);
+            return (L_COMP_DATA *)ERROR_PTR("cmapdata not made",
+                                            procName, NULL);
+        }
+
+        cmapdata85 = encodeAscii85(cmapdata, 3 * ncolors, &ncmapbytes85);
+        cmapdatahex = pixcmapConvertToHex(cmapdata, ncolors);
+        LEPT_FREE(cmapdata);
+    }
+
+        /* Extract and compress the raster data */
+    pixGetRasterData(pixt, &data, &nbytes);
+    pixDestroy(&pixt);
+    datacomp = zlibCompress(data, nbytes, &nbytescomp);
+    LEPT_FREE(data);
+    if (!datacomp) {
+        LEPT_FREE(cmapdata85);
+        LEPT_FREE(cmapdatahex);
+        return (L_COMP_DATA *)ERROR_PTR("datacomp not made", procName, NULL);
+    }
+
+        /* Optionally, encode the compressed data */
+    if (ascii85flag == 1) {
+        data85 = encodeAscii85(datacomp, nbytescomp, &nbytes85);
+        LEPT_FREE(datacomp);
+        if (!data85) {
+            LEPT_FREE(cmapdata85);
+            LEPT_FREE(cmapdatahex);
+            return (L_COMP_DATA *)ERROR_PTR("data85 not made", procName, NULL);
+        } else {
+            data85[nbytes85 - 1] = '\0';  /* remove the newline */
+        }
+    }
+
+    cid = (L_COMP_DATA *)LEPT_CALLOC(1, sizeof(L_COMP_DATA));
+    if (ascii85flag == 0) {
+        cid->datacomp = datacomp;
+    } else {  /* ascii85 */
+        cid->data85 = data85;
+        cid->nbytes85 = nbytes85;
+    }
+    cid->type = L_FLATE_ENCODE;
+    cid->cmapdatahex = cmapdatahex;
+    cid->cmapdata85 = cmapdata85;
+    cid->nbytescomp = nbytescomp;
+    cid->ncolors = ncolors;
+    cid->w = w;
+    cid->h = h;
+    cid->bps = bps;
+    cid->spp = spp;
+    cid->res = pixGetXRes(pixs);
+    cid->nbytes = nbytes;  /* only for debugging */
+    return cid;
+}
+
+
+/*!
+ * \brief   pixGenerateJpegData()
+ *
+ * \param[in]    pixs           8 or 32 bpp, no colormap
+ * \param[in]    ascii85flag    0 for jpeg; 1 for ascii85-encoded jpeg
+ * \param[in]    quality        0 for default, which is 75
+ * \return  cid jpeg compressed data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Set ascii85flag:
+ *           ~ 0 for binary data (not permitted in PostScript)
+ *           ~ 1 for ascii85 (5 for 4) encoded binary data
+ * 

+ */
+static L_COMP_DATA *
+pixGenerateJpegData(PIX     *pixs,
+                    l_int32  ascii85flag,
+                    l_int32  quality)
+{
+l_int32       d;
+char         *fname;
+L_COMP_DATA  *cid;
+
+    PROCNAME("pixGenerateJpegData");
+
+    if (!pixs)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs))
+        return (L_COMP_DATA *)ERROR_PTR("pixs has colormap", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 32)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL);
+
+        /* Compress to a temp jpeg file */
+    fname = l_makeTempFilename();
+    if (pixWriteJpeg(fname, pixs, quality, 0)) {
+        LEPT_FREE(fname);
+        return NULL;
+    }
+
+        /* Generate the data */
+    cid = l_generateJpegData(fname, ascii85flag);
+    if (lept_rmfile(fname) != 0)
+        L_ERROR("temp file %s was not deleted\n", procName, fname);
+    LEPT_FREE(fname);
+    return cid;
+}
+
+
+/*!
+ * \brief   pixGenerateJp2kData()
+ *
+ * \param[in]    pixs           8 or 32 bpp, no colormap
+ * \param[in]    quality        0 for default, which is 34
+ * \return  cid jp2k compressed data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The quality can be set between 27 (very poor) and 45
+ *          (nearly perfect).  Use 0 for default (34). Use 100 for lossless,
+ *          but this is very expensive and not recommended.
+ * 

+ */
+static L_COMP_DATA *
+pixGenerateJp2kData(PIX     *pixs,
+                    l_int32  quality)
+{
+l_int32       d;
+char         *fname;
+L_COMP_DATA  *cid;
+
+    PROCNAME("pixGenerateJp2kData");
+
+    if (!pixs)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs))
+        return (L_COMP_DATA *)ERROR_PTR("pixs has colormap", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 32)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL);
+
+        /* Compress to a temp jp2k file */
+    fname = l_makeTempFilename();
+    if (pixWriteJp2k(fname, pixs, quality, 5, 0, 0)) {
+        LEPT_FREE(fname);
+        return NULL;
+    }
+
+        /* Generate the data */
+    cid = l_generateJp2kData(fname);
+    if (lept_rmfile(fname) != 0)
+        L_ERROR("temp file %s was not deleted\n", procName, fname);
+    LEPT_FREE(fname);
+    return cid;
+}
+
+
+/*!
+ * \brief   pixGenerateG4Data()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    ascii85flag    0 for gzipped; 1 for ascii85-encoded gzipped
+ * \return  cid g4 compressed image data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Set ascii85flag:
+ *           ~ 0 for binary data (not permitted in PostScript)
+ *           ~ 1 for ascii85 (5 for 4) encoded binary data
+ * 

+ */
+static L_COMP_DATA *
+pixGenerateG4Data(PIX     *pixs,
+                  l_int32  ascii85flag)
+{
+char         *fname;
+L_COMP_DATA  *cid;
+
+    PROCNAME("pixGenerateG4Data");
+
+    if (!pixs)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (L_COMP_DATA *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+        /* Compress to a temp tiff g4 file */
+    fname = l_makeTempFilename();
+    if (pixWrite(fname, pixs, IFF_TIFF_G4)) {
+        LEPT_FREE(fname);
+        return NULL;
+    }
+
+    cid = l_generateG4Data(fname, ascii85flag);
+    if (lept_rmfile(fname) != 0)
+        L_ERROR("temp file %s was not deleted\n", procName, fname);
+    LEPT_FREE(fname);
+    return cid;
+}
+
+
+/*!
+ * \brief   l_generateG4Data()
+ *
+ * \param[in]    fname          of g4 compressed file
+ * \param[in]    ascii85flag    0 for g4 compressed; 1 for ascii85-encoded g4
+ * \return  cid g4 compressed image data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Set ascii85flag:
+ *           ~ 0 for binary data (not permitted in PostScript)
+ *           ~ 1 for ascii85 (5 for 4) encoded binary data
+ *             (not permitted in pdf)
+ * 

+ */
+L_COMP_DATA *
+l_generateG4Data(const char  *fname,
+                 l_int32      ascii85flag)
+{
+l_uint8      *datacomp = NULL;  /* g4 compressed raster data */
+char         *data85 = NULL;  /* ascii85 encoded g4 compressed data */
+l_int32       w, h, xres, yres;
+l_int32       minisblack;  /* TRUE or FALSE */
+l_int32       nbytes85;
+size_t        nbytescomp;
+L_COMP_DATA  *cid;
+FILE         *fp;
+
+    PROCNAME("l_generateG4Data");
+
+    if (!fname)
+        return (L_COMP_DATA *)ERROR_PTR("fname not defined", procName, NULL);
+
+        /* Read the resolution */
+    if ((fp = fopenReadStream(fname)) == NULL)
+        return (L_COMP_DATA *)ERROR_PTR("stream not opened", procName, NULL);
+    getTiffResolution(fp, &xres, &yres);
+    fclose(fp);
+
+        /* The returned ccitt g4 data in memory is the block of
+         * bytes in the tiff file, starting after 8 bytes and
+         * ending before the directory. */
+    if (extractG4DataFromFile(fname, &datacomp, &nbytescomp,
+                              &w, &h, &minisblack)) {
+        return (L_COMP_DATA *)ERROR_PTR("datacomp not extracted",
+                                        procName, NULL);
+    }
+
+        /* Optionally, encode the compressed data */
+    if (ascii85flag == 1) {
+        data85 = encodeAscii85(datacomp, nbytescomp, &nbytes85);
+        LEPT_FREE(datacomp);
+        if (!data85)
+            return (L_COMP_DATA *)ERROR_PTR("data85 not made", procName, NULL);
+        else
+            data85[nbytes85 - 1] = '\0';  /* remove the newline */
+    }
+
+    cid = (L_COMP_DATA *)LEPT_CALLOC(1, sizeof(L_COMP_DATA));
+    if (ascii85flag == 0) {
+        cid->datacomp = datacomp;
+    } else {  /* ascii85 */
+        cid->data85 = data85;
+        cid->nbytes85 = nbytes85;
+    }
+    cid->type = L_G4_ENCODE;
+    cid->nbytescomp = nbytescomp;
+    cid->w = w;
+    cid->h = h;
+    cid->bps = 1;
+    cid->spp = 1;
+    cid->minisblack = minisblack;
+    cid->res = xres;
+    return cid;
+}
+
+
+/*!
+ * \brief   cidConvertToPdfData()
+ *
+ * \param[in]    cid       compressed image data
+ * \param[in]    title     [optional] pdf title; can be NULL
+ * \param[out]   pdata     output pdf data for image
+ * \param[out]   pnbytes   size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Caller must not destroy the cid.  It is absorbed in the
+ *          lpd and destroyed by this function.
+ * 

+ */
+l_ok
+cidConvertToPdfData(L_COMP_DATA  *cid,
+                    const char   *title,
+                    l_uint8     **pdata,
+                    size_t       *pnbytes)
+{
+l_int32      res, ret;
+l_float32    wpt, hpt;
+L_PDF_DATA  *lpd = NULL;
+
+    PROCNAME("cidConvertToPdfData");
+
+    if (!pdata || !pnbytes)
+        return ERROR_INT("&data and &nbytes not both defined", procName, 1);
+    *pdata = NULL;
+    *pnbytes = 0;
+    if (!cid)
+        return ERROR_INT("cid not defined", procName, 1);
+
+        /* Get media box parameters, in pts */
+    res = cid->res;
+    if (res <= 0)
+        res = DefaultInputRes;
+    wpt = cid->w * 72. / res;
+    hpt = cid->h * 72. / res;
+
+        /* Set up the pdf data struct (lpd) */
+    if ((lpd = pdfdataCreate(title)) == NULL)
+        return ERROR_INT("lpd not made", procName, 1);
+    ptraAdd(lpd->cida, cid);
+    lpd->n++;
+    ptaAddPt(lpd->xy, 0, 0);   /* xpt = ypt = 0 */
+    ptaAddPt(lpd->wh, wpt, hpt);
+
+        /* Generate the pdf string and destroy the lpd */
+    ret = l_generatePdf(pdata, pnbytes, lpd);
+    pdfdataDestroy(&lpd);
+    if (ret)
+        return ERROR_INT("pdf output not made", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   l_CIDataDestroy()
+ *
+ * \param[in,out]   pcid     will be set to null before returning
+ * \return  void
+ */
+void
+l_CIDataDestroy(L_COMP_DATA  **pcid)
+{
+L_COMP_DATA  *cid;
+
+    PROCNAME("l_CIDataDestroy");
+
+    if (pcid == NULL) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+    if ((cid = *pcid) == NULL)
+        return;
+
+    if (cid->datacomp) LEPT_FREE(cid->datacomp);
+    if (cid->data85) LEPT_FREE(cid->data85);
+    if (cid->cmapdata85) LEPT_FREE(cid->cmapdata85);
+    if (cid->cmapdatahex) LEPT_FREE(cid->cmapdatahex);
+    LEPT_FREE(cid);
+    *pcid = NULL;
+    return;
+}
+
+
+/*---------------------------------------------------------------------*
+ *         Helper functions for generating the output pdf string       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   l_generatePdf()
+ *
+ * \param[out]   pdata     pdf array
+ * \param[out]   pnbytes   number of bytes in pdf array
+ * \param[in]    lpd       all the required input image data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) On error, no data is returned.
+ *      (2) The objects are:
+ *            1: Catalog
+ *            2: Info
+ *            3: Pages
+ *            4: Page
+ *            5: Contents  (rendering command)
+ *            6 to 6+n-1: n XObjects
+ *            6+n to 6+n+m-1: m colormaps
+ * 

+ */
+static l_int32
+l_generatePdf(l_uint8    **pdata,
+              size_t      *pnbytes,
+              L_PDF_DATA  *lpd)
+{
+    PROCNAME("l_generatePdf");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!lpd)
+        return ERROR_INT("lpd not defined", procName, 1);
+
+    generateFixedStringsPdf(lpd);
+    generateMediaboxPdf(lpd);
+    generatePageStringPdf(lpd);
+    generateContentStringPdf(lpd);
+    generatePreXStringsPdf(lpd);
+    generateColormapStringsPdf(lpd);
+    generateTrailerPdf(lpd);
+    return generateOutputDataPdf(pdata, pnbytes, lpd);
+}
+
+
+static void
+generateFixedStringsPdf(L_PDF_DATA  *lpd)
+{
+char     buf[L_SMALLBUF];
+char    *version, *datestr;
+SARRAY  *sa;
+
+    PROCNAME("generateFixedStringsPdf");
+
+        /* Accumulate data for the header and objects 1-3 */
+    lpd->id = stringNew("%PDF-1.5\n");
+    l_dnaAddNumber(lpd->objsize, strlen(lpd->id));
+
+    lpd->obj1 = stringNew("1 0 obj\n"
+                          "<<\n"
+                          "/Type /Catalog\n"
+                          "/Pages 3 0 R\n"
+                          ">>\n"
+                          "endobj\n");
+    l_dnaAddNumber(lpd->objsize, strlen(lpd->obj1));
+
+    sa = sarrayCreate(0);
+    sarrayAddString(sa, "2 0 obj\n"
+                        "<<\n", L_COPY);
+    if (var_WRITE_DATE_AND_VERSION) {
+        datestr = l_getFormattedDate();
+        snprintf(buf, sizeof(buf), "/CreationDate (D:%s)\n", datestr);
+        sarrayAddString(sa, buf, L_COPY);
+        LEPT_FREE(datestr);
+        version = getLeptonicaVersion();
+        snprintf(buf, sizeof(buf),
+                 "/Producer (leptonica: %s)\n", version);
+        LEPT_FREE(version);
+    } else {
+        snprintf(buf, sizeof(buf), "/Producer (leptonica)\n");
+    }
+    sarrayAddString(sa, buf, L_COPY);
+    if (lpd->title) {
+        char *hexstr;
+        if ((hexstr = generateEscapeString(lpd->title)) != NULL) {
+            snprintf(buf, sizeof(buf), "/Title %s\n", hexstr);
+            sarrayAddString(sa, buf, L_COPY);
+        } else {
+            L_ERROR("title string is not ascii\n", procName);
+        }
+        LEPT_FREE(hexstr);
+    }
+    sarrayAddString(sa, ">>\n"
+                                "endobj\n", L_COPY);
+    lpd->obj2 = sarrayToString(sa, 0);
+    l_dnaAddNumber(lpd->objsize, strlen(lpd->obj2));
+    sarrayDestroy(&sa);
+
+    lpd->obj3 = stringNew("3 0 obj\n"
+                          "<<\n"
+                          "/Type /Pages\n"
+                          "/Kids [ 4 0 R ]\n"
+                          "/Count 1\n"
+                          ">>\n");
+    l_dnaAddNumber(lpd->objsize, strlen(lpd->obj3));
+
+        /* Do the post-datastream string */
+    lpd->poststream = stringNew("\n"
+                                "endstream\n"
+                                "endobj\n");
+    return;
+}
+
+
+/*!
+ * \brief   generateEscapeString()
+ *
+ * \param[in]   str      input string
+ * \return   hex escape string, or null on error
+ *
+ * 
+ * Notes:
+ *      (1) If the input string is not ascii, returns null.
+ *      (2) This takes an input ascii string and generates a hex
+ *          ascii output string with 4 bytes out for each byte in.
+ *          The feff code at the beginning tells the pdf interpreter
+ *          that the data is to be interpreted as big-endian, 4 bytes
+ *          at a time.  For ascii, the first two bytes are 0 and the
+ *          last two bytes are less than 0x80.
+ * 

+ */
+static char  *
+generateEscapeString(const char  *str)
+{
+char     smallbuf[8];
+char    *buffer;
+l_int32  i, nchar, buflen;
+
+    PROCNAME("generateEscapeString");
+
+    if (!str)
+        return (char *)ERROR_PTR("str not defined", procName, NULL);
+    nchar = strlen(str);
+    for (i = 0; i < nchar; i++) {
+        if (str[i] < 0)
+            return (char *)ERROR_PTR("str not all ascii", procName, NULL);
+    }
+
+    buflen = 4 * nchar + 10;
+    buffer = (char *)LEPT_CALLOC(buflen, sizeof(char));
+    stringCat(buffer, buflen, "");
+    return buffer;
+}
+
+
+static void
+generateMediaboxPdf(L_PDF_DATA  *lpd)
+{
+l_int32    i;
+l_float32  xpt, ypt, wpt, hpt, maxx, maxy;
+
+        /* First get the full extent of all the images.
+         * This is the mediabox, in pts. */
+    maxx = maxy = 0;
+    for (i = 0; i < lpd->n; i++) {
+        ptaGetPt(lpd->xy, i, &xpt, &ypt);
+        ptaGetPt(lpd->wh, i, &wpt, &hpt);
+        maxx = L_MAX(maxx, xpt + wpt);
+        maxy = L_MAX(maxy, ypt + hpt);
+    }
+
+    lpd->mediabox = boxCreate(0, 0, (l_int32)(maxx + 0.5),
+                              (l_int32)(maxy + 0.5));
+
+        /* ypt is in standard image coordinates: the location of
+         * the UL image corner with respect to the UL media box corner.
+         * Rewrite each ypt for PostScript coordinates: the location of
+         * the LL image corner with respect to the LL media box corner. */
+    for (i = 0; i < lpd->n; i++) {
+        ptaGetPt(lpd->xy, i, &xpt, &ypt);
+        ptaGetPt(lpd->wh, i, &wpt, &hpt);
+        ptaSetPt(lpd->xy, i, xpt, maxy - ypt - hpt);
+    }
+
+    return;
+}
+
+
+static l_int32
+generatePageStringPdf(L_PDF_DATA  *lpd)
+{
+char    *buf;
+char    *xstr;
+l_int32  bufsize, i, wpt, hpt;
+SARRAY  *sa;
+
+    PROCNAME("generatePageStringPdf");
+
+        /* Allocate 1000 bytes for the boilerplate text, and
+         * 50 bytes for each reference to an image in the
+         * ProcSet array.  */
+    bufsize = 1000 + 50 * lpd->n;
+    if ((buf = (char *)LEPT_CALLOC(bufsize, sizeof(char))) == NULL)
+        return ERROR_INT("calloc fail for buf", procName, 1);
+
+    boxGetGeometry(lpd->mediabox, NULL, NULL, &wpt, &hpt);
+    sa = sarrayCreate(lpd->n);
+    for (i = 0; i < lpd->n; i++) {
+        snprintf(buf, bufsize, "/Im%d %d 0 R   ", i + 1, 6 + i);
+        sarrayAddString(sa, buf, L_COPY);
+    }
+    xstr = sarrayToString(sa, 0);
+    sarrayDestroy(&sa);
+    if (!xstr) {
+        LEPT_FREE(buf);
+        return ERROR_INT("xstr not made", procName, 1);
+    }
+
+    snprintf(buf, bufsize, "4 0 obj\n"
+                           "<<\n"
+                           "/Type /Page\n"
+                           "/Parent 3 0 R\n"
+                           "/MediaBox [%d %d %d %d]\n"
+                           "/Contents 5 0 R\n"
+                           "/Resources\n"
+                           "<<\n"
+                           "/XObject << %s >>\n"
+                           "/ProcSet [ /ImageB /ImageI /ImageC ]\n"
+                           ">>\n"
+                           ">>\n"
+                           "endobj\n",
+                           0, 0, wpt, hpt, xstr);
+
+    lpd->obj4 = stringNew(buf);
+    l_dnaAddNumber(lpd->objsize, strlen(lpd->obj4));
+    sarrayDestroy(&sa);
+    LEPT_FREE(buf);
+    LEPT_FREE(xstr);
+    return 0;
+}
+
+
+static l_int32
+generateContentStringPdf(L_PDF_DATA  *lpd)
+{
+char      *buf;
+char      *cstr;
+l_int32    i, bufsize;
+l_float32  xpt, ypt, wpt, hpt;
+SARRAY    *sa;
+
+    PROCNAME("generateContentStringPdf");
+
+    bufsize = 1000 + 200 * lpd->n;
+    if ((buf = (char *)LEPT_CALLOC(bufsize, sizeof(char))) == NULL)
+        return ERROR_INT("calloc fail for buf", procName, 1);
+
+    sa = sarrayCreate(lpd->n);
+    for (i = 0; i < lpd->n; i++) {
+        ptaGetPt(lpd->xy, i, &xpt, &ypt);
+        ptaGetPt(lpd->wh, i, &wpt, &hpt);
+        snprintf(buf, bufsize,
+                 "q %.4f %.4f %.4f %.4f %.4f %.4f cm /Im%d Do Q\n",
+                 wpt, 0.0, 0.0, hpt, xpt, ypt, i + 1);
+        sarrayAddString(sa, buf, L_COPY);
+    }
+    cstr = sarrayToString(sa, 0);
+    sarrayDestroy(&sa);
+    if (!cstr) {
+        LEPT_FREE(buf);
+        return ERROR_INT("cstr not made", procName, 1);
+    }
+
+    snprintf(buf, bufsize, "5 0 obj\n"
+                           "<< /Length %d >>\n"
+                           "stream\n"
+                           "%s"
+                           "endstream\n"
+                           "endobj\n",
+                           (l_int32)strlen(cstr), cstr);
+
+    lpd->obj5 = stringNew(buf);
+    l_dnaAddNumber(lpd->objsize, strlen(lpd->obj5));
+    sarrayDestroy(&sa);
+    LEPT_FREE(buf);
+    LEPT_FREE(cstr);
+    return 0;
+}
+
+
+static l_int32
+generatePreXStringsPdf(L_PDF_DATA  *lpd)
+{
+char          buff[256];
+char          buf[L_BIGBUF];
+char         *cstr, *bstr, *fstr, *pstr, *xstr;
+l_int32       i, cmindex;
+L_COMP_DATA  *cid;
+SARRAY       *sa;
+
+    PROCNAME("generatePreXStringsPdf");
+
+    sa = lpd->saprex;
+    cmindex = 6 + lpd->n;  /* starting value */
+    for (i = 0; i < lpd->n; i++) {
+        pstr = cstr = NULL;
+        if ((cid = pdfdataGetCid(lpd, i)) == NULL)
+            return ERROR_INT("cid not found", procName, 1);
+
+        if (cid->type == L_G4_ENCODE) {
+            if (var_WRITE_G4_IMAGE_MASK) {
+                cstr = stringNew("/ImageMask true\n"
+                                 "/ColorSpace /DeviceGray");
+            } else {
+                cstr = stringNew("/ColorSpace /DeviceGray");
+            }
+            bstr = stringNew("/BitsPerComponent 1\n"
+                             "/Interpolate true");
+            snprintf(buff, sizeof(buff),
+                     "/Filter /CCITTFaxDecode\n"
+                     "/DecodeParms\n"
+                     "<<\n"
+                     "/K -1\n"
+                     "/Columns %d\n"
+                     ">>", cid->w);
+            fstr = stringNew(buff);
+        } else if (cid->type == L_JPEG_ENCODE) {
+            if (cid->spp == 1)
+                cstr = stringNew("/ColorSpace /DeviceGray");
+            else if (cid->spp == 3)
+                cstr = stringNew("/ColorSpace /DeviceRGB");
+            else if (cid->spp == 4)   /* pdf supports cmyk */
+                cstr = stringNew("/ColorSpace /DeviceCMYK");
+            else
+                L_ERROR("in jpeg: spp != 1, 3 or 4\n", procName);
+            bstr = stringNew("/BitsPerComponent 8");
+            fstr = stringNew("/Filter /DCTDecode");
+        } else if (cid->type == L_JP2K_ENCODE) {
+            if (cid->spp == 1)
+                cstr = stringNew("/ColorSpace /DeviceGray");
+            else if (cid->spp == 3)
+                cstr = stringNew("/ColorSpace /DeviceRGB");
+            else
+                L_ERROR("in jp2k: spp != 1 && spp != 3\n", procName);
+            bstr = stringNew("/BitsPerComponent 8");
+            fstr = stringNew("/Filter /JPXDecode");
+        } else {  /* type == L_FLATE_ENCODE */
+            if (cid->ncolors > 0) {  /* cmapped */
+                snprintf(buff, sizeof(buff), "/ColorSpace %d 0 R", cmindex++);
+                cstr = stringNew(buff);
+            } else {
+                if (cid->spp == 1 && cid->bps == 1)
+                    cstr = stringNew("/ColorSpace /DeviceGray\n"
+                                     "/Decode [1 0]");
+                else if (cid->spp == 1)  /* 8 bpp */
+                    cstr = stringNew("/ColorSpace /DeviceGray");
+                else if (cid->spp == 3)
+                    cstr = stringNew("/ColorSpace /DeviceRGB");
+                else
+                    L_ERROR("unknown colorspace: spp = %d\n",
+                            procName, cid->spp);
+            }
+            snprintf(buff, sizeof(buff), "/BitsPerComponent %d", cid->bps);
+            bstr = stringNew(buff);
+            fstr = stringNew("/Filter /FlateDecode");
+            if (cid->predictor == TRUE) {
+                snprintf(buff, sizeof(buff),
+                         "/DecodeParms\n"
+                         "<<\n"
+                         "  /Columns %d\n"
+                         "  /Predictor 14\n"
+                         "  /Colors %d\n"
+                         "  /BitsPerComponent %d\n"
+                         ">>\n", cid->w, cid->spp, cid->bps);
+                pstr = stringNew(buff);
+            }
+        }
+        if (!pstr)  /* no decode parameters */
+            pstr = stringNew("");
+
+        snprintf(buf, sizeof(buf),
+                 "%d 0 obj\n"
+                 "<<\n"
+                 "/Length %zu\n"
+                 "/Subtype /Image\n"
+                 "%s\n"  /* colorspace */
+                 "/Width %d\n"
+                 "/Height %d\n"
+                 "%s\n"  /* bits/component */
+                 "%s\n"  /* filter */
+                 "%s"   /* decode parms; can be empty */
+                 ">>\n"
+                 "stream\n",
+                 6 + i, cid->nbytescomp, cstr,
+                 cid->w, cid->h, bstr, fstr, pstr);
+        xstr = stringNew(buf);
+        sarrayAddString(sa, xstr, L_INSERT);
+        l_dnaAddNumber(lpd->objsize,
+                      strlen(xstr) + cid->nbytescomp + strlen(lpd->poststream));
+        LEPT_FREE(cstr);
+        LEPT_FREE(bstr);
+        LEPT_FREE(fstr);
+        LEPT_FREE(pstr);
+    }
+
+    return 0;
+}
+
+
+static l_int32
+generateColormapStringsPdf(L_PDF_DATA  *lpd)
+{
+char          buf[L_BIGBUF];
+char         *cmstr;
+l_int32       i, cmindex, ncmap;
+L_COMP_DATA  *cid;
+SARRAY       *sa;
+
+    PROCNAME("generateColormapStringsPdf");
+
+        /* In our canonical format, we have 5 objects, followed
+         * by n XObjects, followed by m colormaps, so the index of
+         * the first colormap object is 6 + n. */
+    sa = lpd->sacmap;
+    cmindex = 6 + lpd->n;  /* starting value */
+    ncmap = 0;
+    for (i = 0; i < lpd->n; i++) {
+        if ((cid = pdfdataGetCid(lpd, i)) == NULL)
+            return ERROR_INT("cid not found", procName, 1);
+        if (cid->ncolors == 0) continue;
+
+        ncmap++;
+        snprintf(buf, sizeof(buf), "%d 0 obj\n"
+                                   "[ /Indexed /DeviceRGB\n"
+                                   "%d\n"
+                                   "%s\n"
+                                   "]\n"
+                                   "endobj\n",
+                                   cmindex, cid->ncolors - 1, cid->cmapdatahex);
+        cmindex++;
+        cmstr = stringNew(buf);
+        l_dnaAddNumber(lpd->objsize, strlen(cmstr));
+        sarrayAddString(sa, cmstr, L_INSERT);
+    }
+
+    lpd->ncmap = ncmap;
+    return 0;
+}
+
+
+static void
+generateTrailerPdf(L_PDF_DATA  *lpd)
+{
+l_int32  i, n, size, linestart;
+L_DNA   *daloc, *dasize;
+
+        /* Let nobj be the number of numbered objects.  These numbered
+         * objects are indexed by their pdf number in arrays naloc[]
+         * and nasize[].  The 0th object is the 9 byte header.  Then
+         * the number of objects in nasize, which includes the header,
+         * is n = nobj + 1.  The array naloc[] has n + 1 elements,
+         * because it includes as the last element the starting
+         * location of xref.  The indexing of these objects, their
+         * starting locations and sizes are:
+         *
+         *     Object number         Starting location         Size
+         *     -------------         -----------------     --------------
+         *          0                   daloc[0] = 0       dasize[0] = 9
+         *          1                   daloc[1] = 9       dasize[1] = 49
+         *          n                   daloc[n]           dasize[n]
+         *          xref                daloc[n+1]
+         *
+         * We first generate daloc.
+         */
+    dasize = lpd->objsize;
+    daloc = lpd->objloc;
+    linestart = 0;
+    l_dnaAddNumber(daloc, linestart);  /* header */
+    n = l_dnaGetCount(dasize);
+    for (i = 0; i < n; i++) {
+        l_dnaGetIValue(dasize, i, &size);
+        linestart += size;
+        l_dnaAddNumber(daloc, linestart);
+    }
+    l_dnaGetIValue(daloc, n, &lpd->xrefloc);  /* save it */
+
+        /* Now make the actual trailer string */
+    lpd->trailer = makeTrailerStringPdf(daloc);
+}
+
+
+static char *
+makeTrailerStringPdf(L_DNA  *daloc)
+{
+char    *outstr;
+char     buf[L_BIGBUF];
+l_int32  i, n, linestart, xrefloc;
+SARRAY  *sa;
+
+    PROCNAME("makeTrailerStringPdf");
+
+    if (!daloc)
+        return (char *)ERROR_PTR("daloc not defined", procName, NULL);
+    n = l_dnaGetCount(daloc) - 1;  /* numbered objects + 1 (yes, +1) */
+
+    sa = sarrayCreate(0);
+    snprintf(buf, sizeof(buf), "xref\n"
+                               "0 %d\n"
+                               "0000000000 65535 f \n", n);
+    sarrayAddString(sa, buf, L_COPY);
+    for (i = 1; i < n; i++) {
+        l_dnaGetIValue(daloc, i, &linestart);
+        snprintf(buf, sizeof(buf), "%010d 00000 n \n", linestart);
+        sarrayAddString(sa, buf, L_COPY);
+    }
+
+    l_dnaGetIValue(daloc, n, &xrefloc);
+    snprintf(buf, sizeof(buf), "trailer\n"
+                               "<<\n"
+                               "/Size %d\n"
+                               "/Root 1 0 R\n"
+                               "/Info 2 0 R\n"
+                               ">>\n"
+                               "startxref\n"
+                               "%d\n"
+                               "%%%%EOF\n", n, xrefloc);
+    sarrayAddString(sa, buf, L_COPY);
+    outstr = sarrayToString(sa, 0);
+    sarrayDestroy(&sa);
+    return outstr;
+}
+
+
+/*!
+ * \brief   generateOutputDataPdf()
+ *
+ * \param[out]   pdata      pdf data array
+ * \param[out]   pnbytes    size of pdf data array
+ * \param[in]    lpd        input data used to make pdf
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Only called from l_generatePdf().  On error, no data is returned.
+ * 

+ */
+static l_int32
+generateOutputDataPdf(l_uint8    **pdata,
+                      size_t      *pnbytes,
+                      L_PDF_DATA  *lpd)
+{
+char         *str;
+l_uint8      *data;
+l_int32       nimages, i, len;
+l_int32      *sizes, *locs;
+size_t        nbytes;
+L_COMP_DATA  *cid;
+
+    PROCNAME("generateOutputDataPdf");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    nbytes = lpd->xrefloc + strlen(lpd->trailer);
+    *pnbytes = nbytes;
+    if ((data = (l_uint8 *)LEPT_CALLOC(nbytes, sizeof(l_uint8))) == NULL)
+        return ERROR_INT("calloc fail for data", procName, 1);
+    *pdata = data;
+
+    sizes = l_dnaGetIArray(lpd->objsize);
+    locs = l_dnaGetIArray(lpd->objloc);
+    memcpy(data, lpd->id, sizes[0]);
+    memcpy(data + locs[1], lpd->obj1, sizes[1]);
+    memcpy(data + locs[2], lpd->obj2, sizes[2]);
+    memcpy(data + locs[3], lpd->obj3, sizes[3]);
+    memcpy(data + locs[4], lpd->obj4, sizes[4]);
+    memcpy(data + locs[5], lpd->obj5, sizes[5]);
+
+        /* Each image has 3 parts: variable preamble, the compressed
+         * data stream, and the fixed poststream. */
+    nimages = lpd->n;
+    for (i = 0; i < nimages; i++) {
+        if ((cid = pdfdataGetCid(lpd, i)) == NULL) {  /* should not happen */
+            LEPT_FREE(sizes);
+            LEPT_FREE(locs);
+            return ERROR_INT("cid not found", procName, 1);
+        }
+        str = sarrayGetString(lpd->saprex, i, L_NOCOPY);
+        len = strlen(str);
+        memcpy(data + locs[6 + i], str, len);
+        memcpy(data + locs[6 + i] + len,
+               cid->datacomp, cid->nbytescomp);
+        memcpy(data + locs[6 + i] + len + cid->nbytescomp,
+               lpd->poststream, strlen(lpd->poststream));
+    }
+
+        /* Each colormap is simply a stored string */
+    for (i = 0; i < lpd->ncmap; i++) {
+        str = sarrayGetString(lpd->sacmap, i, L_NOCOPY);
+        memcpy(data + locs[6 + nimages + i], str, strlen(str));
+    }
+
+        /* And finally the trailer */
+    memcpy(data + lpd->xrefloc, lpd->trailer, strlen(lpd->trailer));
+    LEPT_FREE(sizes);
+    LEPT_FREE(locs);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *          Helper functions for generating multipage pdf output       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   parseTrailerPdf()
+ *
+ * \param[in]    bas     lba of a pdf file
+ * \param[out]   pda     byte locations of the beginning of each object
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+parseTrailerPdf(L_BYTEA  *bas,
+                L_DNA   **pda)
+{
+char     *str;
+l_uint8   nl = '\n';
+l_uint8  *data;
+l_int32   i, j, start, startloc, xrefloc, found, loc, nobj, objno, trailer_ok;
+size_t    size;
+L_DNA    *da, *daobj, *daxref;
+SARRAY   *sa;
+
+    PROCNAME("parseTrailerPdf");
+
+    if (!pda)
+        return ERROR_INT("&da not defined", procName, 1);
+    *pda = NULL;
+    if (!bas)
+        return ERROR_INT("bas not defined", procName, 1);
+    data = l_byteaGetData(bas, &size);
+    if (memcmp(data, "%PDF-1.", 7) != 0)
+        return ERROR_INT("PDF header signature not found", procName, 1);
+
+        /* Search for "startxref" starting 50 bytes from the EOF */
+    start = 0;
+    if (size > 50)
+        start = size - 50;
+    arrayFindSequence(data + start, size - start,
+                      (l_uint8 *)"startxref\n", 10, &loc, &found);
+    if (!found)
+        return ERROR_INT("startxref not found!", procName, 1);
+    if (sscanf((char *)(data + start + loc + 10), "%d\n", &xrefloc) != 1)
+        return ERROR_INT("xrefloc not found!", procName, 1);
+    if (xrefloc < 0 || xrefloc >= size)
+        return ERROR_INT("invalid xrefloc!", procName, 1);
+    sa = sarrayCreateLinesFromString((char *)(data + xrefloc), 0);
+    str = sarrayGetString(sa, 1, L_NOCOPY);
+    if ((sscanf(str, "0 %d", &nobj)) != 1) {
+        sarrayDestroy(&sa);
+        return ERROR_INT("nobj not found", procName, 1);
+    }
+
+        /* Get starting locations.  The numa index is the
+         * object number.  loc[0] is the ID; loc[nobj + 1] is xrefloc.  */
+    da = l_dnaCreate(nobj + 1);
+    *pda = da;
+    for (i = 0; i < nobj; i++) {
+        str = sarrayGetString(sa, i + 2, L_NOCOPY);
+        sscanf(str, "%d", &startloc);
+        l_dnaAddNumber(da, startloc);
+    }
+    l_dnaAddNumber(da, xrefloc);
+
+#if  DEBUG_MULTIPAGE
+    fprintf(stderr, "************** Trailer string ************\n");
+    fprintf(stderr, "xrefloc = %d", xrefloc);
+    sarrayWriteStream(stderr, sa);
+
+    fprintf(stderr, "************** Object locations ************");
+    l_dnaWriteStream(stderr, da);
+#endif  /* DEBUG_MULTIPAGE */
+    sarrayDestroy(&sa);
+
+        /* Verify correct parsing */
+    trailer_ok = TRUE;
+    for (i = 1; i < nobj; i++) {
+        l_dnaGetIValue(da, i, &startloc);
+        if ((sscanf((char *)(data + startloc), "%d 0 obj", &objno)) != 1) {
+            L_ERROR("bad trailer for object %d\n", procName, i);
+            trailer_ok = FALSE;
+            break;
+        }
+    }
+
+        /* If the trailer is broken, reconstruct the correct obj locations */
+    if (!trailer_ok) {
+        L_INFO("rebuilding pdf trailer\n", procName);
+        l_dnaEmpty(da);
+        l_dnaAddNumber(da, 0);
+        l_byteaFindEachSequence(bas, (l_uint8 *)" 0 obj\n", 7, &daobj);
+        nobj = l_dnaGetCount(daobj);
+        for (i = 0; i < nobj; i++) {
+            l_dnaGetIValue(daobj, i, &loc);
+            for (j = loc - 1; j > 0; j--) {
+                if (data[j] == nl)
+                    break;
+            }
+            l_dnaAddNumber(da, j + 1);
+        }
+        l_byteaFindEachSequence(bas, (l_uint8 *)"xref", 4, &daxref);
+        l_dnaGetIValue(daxref, 0, &loc);
+        l_dnaAddNumber(da, loc);
+        l_dnaDestroy(&daobj);
+        l_dnaDestroy(&daxref);
+    }
+
+    return 0;
+}
+
+
+static char *
+generatePagesObjStringPdf(NUMA  *napage)
+{
+char    *str;
+char    *buf;
+l_int32  i, n, index, bufsize;
+SARRAY  *sa;
+
+    PROCNAME("generatePagesObjStringPdf");
+
+    if (!napage)
+        return (char *)ERROR_PTR("napage not defined", procName, NULL);
+
+    n = numaGetCount(napage);
+    bufsize = 100 + 16 * n;  /* large enough to hold the output string */
+    buf = (char *)LEPT_CALLOC(bufsize, sizeof(char));
+    sa = sarrayCreate(n);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(napage, i, &index);
+        snprintf(buf, bufsize, " %d 0 R ", index);
+        sarrayAddString(sa, buf, L_COPY);
+    }
+
+    str = sarrayToString(sa, 0);
+    snprintf(buf, bufsize - 1, "3 0 obj\n"
+                               "<<\n"
+                               "/Type /Pages\n"
+                               "/Kids [%s]\n"
+                               "/Count %d\n"
+                               ">>\n", str, n);
+    sarrayDestroy(&sa);
+    LEPT_FREE(str);
+    return buf;
+}
+
+
+/*!
+ * \brief   substituteObjectNumbers()
+ *
+ * \param[in]   bas        lba of a pdf object
+ * \param[in]   na_objs    object number mapping array
+ * \return    bad   lba of rewritten pdf for the object
+ *
+ * 
+ * Notes:
+ *      (1) Interpret the first set of bytes as the object number,
+ *          map to the new number, and write it out.
+ *      (2) Find all occurrences of this 4-byte sequence: " 0 R"
+ *      (3) Find the location and value of the integer preceding this,
+ *          and map it to the new value.
+ *      (4) Rewrite the object with new object numbers.
+ * 

+ */
+static L_BYTEA *
+substituteObjectNumbers(L_BYTEA  *bas,
+                        NUMA     *na_objs)
+{
+l_uint8   space = ' ';
+l_uint8  *datas;
+l_uint8   buf[32];  /* only needs to hold one integer in ascii format */
+l_int32   start, nrepl, i, j, objin, objout, found;
+l_int32  *objs, *matches;
+size_t    size;
+L_BYTEA  *bad;
+L_DNA    *da_match;
+
+    datas = l_byteaGetData(bas, &size);
+    bad = l_byteaCreate(100);
+    objs = numaGetIArray(na_objs);  /* object number mapper */
+
+        /* Substitute the object number on the first line */
+    sscanf((char *)datas, "%d", &objin);
+    objout = objs[objin];
+    snprintf((char *)buf, 32, "%d", objout);
+    l_byteaAppendString(bad, (char *)buf);
+
+        /* Find the set of matching locations for object references */
+    arrayFindSequence(datas, size, &space, 1, &start, &found);
+    da_match = arrayFindEachSequence(datas, size, (l_uint8 *)" 0 R", 4);
+    if (!da_match) {
+        l_byteaAppendData(bad, datas + start, size - start);
+        LEPT_FREE(objs);
+        return bad;
+    }
+
+        /* Substitute all the object reference numbers */
+    nrepl = l_dnaGetCount(da_match);
+    matches = l_dnaGetIArray(da_match);
+    for (i = 0; i < nrepl; i++) {
+            /* Find the first space before the object number */
+        for (j = matches[i] - 1; j > 0; j--) {
+            if (datas[j] == space)
+                break;
+        }
+            /* Copy bytes from 'start' up to the object number */
+        l_byteaAppendData(bad, datas + start, j - start + 1);
+        sscanf((char *)(datas + j + 1), "%d", &objin);
+        objout = objs[objin];
+        snprintf((char *)buf, 32, "%d", objout);
+        l_byteaAppendString(bad, (char *)buf);
+        start = matches[i];
+    }
+    l_byteaAppendData(bad, datas + start, size - start);
+
+    LEPT_FREE(objs);
+    LEPT_FREE(matches);
+    l_dnaDestroy(&da_match);
+    return bad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                     Create/destroy/access pdf data                  *
+ *---------------------------------------------------------------------*/
+static L_PDF_DATA *
+pdfdataCreate(const char  *title)
+{
+L_PDF_DATA *lpd;
+
+    lpd = (L_PDF_DATA *)LEPT_CALLOC(1, sizeof(L_PDF_DATA));
+    if (title) lpd->title = stringNew(title);
+    lpd->cida = ptraCreate(10);
+    lpd->xy = ptaCreate(10);
+    lpd->wh = ptaCreate(10);
+    lpd->saprex = sarrayCreate(10);
+    lpd->sacmap = sarrayCreate(10);
+    lpd->objsize = l_dnaCreate(20);
+    lpd->objloc = l_dnaCreate(20);
+    return lpd;
+}
+
+static void
+pdfdataDestroy(L_PDF_DATA  **plpd)
+{
+l_int32       i;
+L_COMP_DATA  *cid;
+L_PDF_DATA   *lpd;
+
+    PROCNAME("pdfdataDestroy");
+
+    if (plpd== NULL) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+    if ((lpd = *plpd) == NULL)
+        return;
+
+    if (lpd->title) LEPT_FREE(lpd->title);
+    for (i = 0; i < lpd->n; i++) {
+        cid = (L_COMP_DATA *)ptraRemove(lpd->cida, i, L_NO_COMPACTION);
+        l_CIDataDestroy(&cid);
+    }
+
+    ptraDestroy(&lpd->cida, 0, 0);
+    if (lpd->id) LEPT_FREE(lpd->id);
+    if (lpd->obj1) LEPT_FREE(lpd->obj1);
+    if (lpd->obj2) LEPT_FREE(lpd->obj2);
+    if (lpd->obj3) LEPT_FREE(lpd->obj3);
+    if (lpd->obj4) LEPT_FREE(lpd->obj4);
+    if (lpd->obj5) LEPT_FREE(lpd->obj5);
+    if (lpd->poststream) LEPT_FREE(lpd->poststream);
+    if (lpd->trailer) LEPT_FREE(lpd->trailer);
+    if (lpd->xy) ptaDestroy(&lpd->xy);
+    if (lpd->wh) ptaDestroy(&lpd->wh);
+    if (lpd->mediabox) boxDestroy(&lpd->mediabox);
+    if (lpd->saprex) sarrayDestroy(&lpd->saprex);
+    if (lpd->sacmap) sarrayDestroy(&lpd->sacmap);
+    if (lpd->objsize) l_dnaDestroy(&lpd->objsize);
+    if (lpd->objloc) l_dnaDestroy(&lpd->objloc);
+    LEPT_FREE(lpd);
+    *plpd = NULL;
+    return;
+}
+
+
+static L_COMP_DATA *
+pdfdataGetCid(L_PDF_DATA  *lpd,
+              l_int32      index)
+{
+    PROCNAME("pdfdataGetCid");
+
+    if (!lpd)
+        return (L_COMP_DATA *)ERROR_PTR("lpd not defined", procName, NULL);
+    if (index < 0 || index >= lpd->n)
+        return (L_COMP_DATA *)ERROR_PTR("invalid image index", procName, NULL);
+
+    return (L_COMP_DATA *)ptraGetPtrToItem(lpd->cida, index);
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Set flags for special modes                   *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   l_pdfSetG4ImageMask()
+ *
+ * \param[in]    flag    1 for writing g4 data as fg only through a mask;
+ *                       0 for writing fg and bg
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) The default is for writing only the fg (through the mask).
+ *          That way when you write a 1 bpp image, the bg is transparent,
+ *          so any previously written image remains visible behind it.
+ * 

+ */
+void
+l_pdfSetG4ImageMask(l_int32  flag)
+{
+    var_WRITE_G4_IMAGE_MASK = flag;
+}
+
+
+/*!
+ * \brief   l_pdfSetDateAndVersion()
+ *
+ * \param[in]    flag    1 for writing date/time and leptonica version;
+ *                       0 for omitting this from the metadata
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) The default is for writing this data.  For regression tests
+ *          that compare output against golden files, it is useful to omit.
+ * 

+ */
+void
+l_pdfSetDateAndVersion(l_int32  flag)
+{
+    var_WRITE_DATE_AND_VERSION = flag;
+}
+
+/* --------------------------------------------*/
+#endif  /* USE_PDFIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/pdfio2stub.c b/3rdparty/hgOCR/leptonica/pdfio2stub.c
new file mode 100644
index 00000000..d9a53dc8
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pdfio2stub.c
@@ -0,0 +1,168 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pdfio2stub.c
+ * 
+ *
+ *     Stubs for pdfio2.c functions
+ * 

+ */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !USE_PDFIO   /* defined in environ.h */
+/* --------------------------------------------*/
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixConvertToPdfData(PIX *pix, l_int32 type, l_int32 quality,
+                         l_uint8 **pdata, size_t *pnbytes,
+                         l_int32 x, l_int32 y, l_int32 res,
+                         const char *title,
+                         L_PDF_DATA **plpd, l_int32 position)
+{
+    return ERROR_INT("function not present", "pixConvertToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok ptraConcatenatePdfToData(L_PTRA *pa_data, SARRAY *sa,
+                              l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "ptraConcatenatePdfToData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertTiffMultipageToPdf(const char *filein, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertTiffMultipageToPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok l_generateCIDataForPdf(const char *fname, PIX *pix, l_int32 quality,
+                            L_COMP_DATA **pcid)
+{
+    return ERROR_INT("function not present", "l_generateCIDataForPdf", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+L_COMP_DATA * l_generateFlateDataPdf(const char *fname, PIX *pix)
+{
+    return (L_COMP_DATA *)ERROR_PTR("function not present",
+                                    "l_generateFlateDataPdf", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+L_COMP_DATA * l_generateJpegData(const char *fname, l_int32 ascii85flag)
+{
+    return (L_COMP_DATA *)ERROR_PTR("function not present",
+                                    "l_generateJpegData", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+L_COMP_DATA * l_generateJpegDataMem(l_uint8 *data, size_t nbytes,
+                                    l_int32 ascii85flag)
+{
+    return (L_COMP_DATA *)ERROR_PTR("function not present",
+                                    "l_generateJpegDataMem", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok l_generateCIData(const char *fname, l_int32 type, l_int32 quality,
+                      l_int32 ascii85, L_COMP_DATA **pcid)
+{
+    return ERROR_INT("function not present", "l_generateCIData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixGenerateCIData(PIX *pixs, l_int32 type, l_int32 quality,
+                       l_int32 ascii85, L_COMP_DATA **pcid)
+{
+    return ERROR_INT("function not present", "pixGenerateCIData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+L_COMP_DATA * l_generateFlateData(const char *fname, l_int32 ascii85flag)
+{
+    return (L_COMP_DATA *)ERROR_PTR("function not present",
+                                    "l_generateFlateData", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+L_COMP_DATA * l_generateG4Data(const char *fname, l_int32 ascii85flag)
+{
+    return (L_COMP_DATA *)ERROR_PTR("function not present",
+                                    "l_generateG4Data", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok cidConvertToPdfData(L_COMP_DATA *cid, const char *title,
+                         l_uint8 **pdata, size_t *pnbytes)
+{
+    return ERROR_INT("function not present", "cidConvertToPdfData", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+void l_CIDataDestroy(L_COMP_DATA  **pcid)
+{
+    L_ERROR("function not present\n", "l_CIDataDestroy");
+    return;
+}
+
+/* ----------------------------------------------------------------------*/
+
+void l_pdfSetG4ImageMask(l_int32 flag)
+{
+    L_ERROR("function not present\n", "l_pdfSetG4ImageMask");
+    return;
+}
+
+/* ----------------------------------------------------------------------*/
+
+void l_pdfSetDateAndVersion(l_int32 flag)
+{
+    L_ERROR("function not present\n", "l_pdfSetDateAndVersion");
+    return;
+}
+
+/* ----------------------------------------------------------------------*/
+
+/* --------------------------------------------*/
+#endif  /* !USE_PDFIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/pix.h b/3rdparty/hgOCR/leptonica/pix.h
new file mode 100644
index 00000000..d1d75c95
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pix.h
@@ -0,0 +1,1341 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_PIX_H
+#define  LEPTONICA_PIX_H
+
+/*!
+ * \file pix.h
+ *
+ * 
+ *   Valid image types in leptonica:
+ *       Pix: 1 bpp, with and without colormap
+ *       Pix: 2 bpp, with and without colormap
+ *       Pix: 4 bpp, with and without colormap
+ *       Pix: 8 bpp, with and without colormap
+ *       Pix: 16 bpp (1 spp)
+ *       Pix: 32 bpp (rgb, 3 spp)
+ *       Pix: 32 bpp (rgba, 4 spp)
+ *       FPix: 32 bpp float
+ *       DPix: 64 bpp double
+ *       Notes:
+ *          (1) The only valid Pix image type with alpha is rgba.
+ *              In particular, the alpha component is not used in
+ *              cmapped images.
+ *          (2) PixComp can hold any Pix with IFF_PNG encoding.
+ *
+ *   Contents:
+ *
+ *   (1) This file defines most of the image-related structs used in leptonica:
+ *         struct Pix
+ *         struct PixColormap
+ *         struct RGBA_Quad
+ *         struct Pixa
+ *         struct Pixaa
+ *         struct Box
+ *         struct Boxa
+ *         struct Boxaa
+ *         struct Pta
+ *         struct Ptaa
+ *         struct Pixacc
+ *         struct PixTiling
+ *         struct FPix
+ *         struct FPixa
+ *         struct DPix
+ *         struct PixComp
+ *         struct PixaComp
+ *
+ *   (2) This file has definitions for:
+ *         Colors for RGBA
+ *         Colors for drawing boxes
+ *         Perceptual color weights
+ *         Colormap conversion flags
+ *         Rasterop bit flags
+ *         Structure access flags (for insert, copy, clone, copy-clone)
+ *         Sorting flags (by type and direction)
+ *         Blending flags
+ *         Graphics pixel setting flags
+ *         Size and location filter flags
+ *         Color component selection flags
+ *         16-bit conversion flags
+ *         Rotation and shear flags
+ *         Affine transform order flags
+ *         Grayscale filling flags
+ *         Flags for setting to white or black
+ *         Flags for getting white or black pixel value
+ *         Flags for 8 and 16 bit pixel sums
+ *         Dithering flags
+ *         Distance flags
+ *         Value flags
+ *         Statistical measures
+ *         Set selection flags
+ *         Text orientation flags
+ *         Edge orientation flags
+ *         Line orientation flags
+ *         Image orientation flags
+ *         Scan direction flags
+ *         Box size adjustment flags
+ *         Flags for modifying box boundaries using a second box
+ *         Handling overlapping bounding boxes in boxa
+ *         Selecting or making a box from two (intersecting) boxes
+ *         Flags for replacing invalid boxes
+ *         Flags for box corners
+ *         Horizontal warp
+ *         Pixel selection for resampling
+ *         Thinning flags
+ *         Runlength flags
+ *         Edge filter flags
+ *         Subpixel color component ordering in LCD display
+ *         HSV histogram flags
+ *         Region flags (inclusion, exclusion)
+ *         Flags for adding text to a pix
+ *         Flags for plotting on a pix
+ *         Flags for making simple masks
+ *         Flags for selecting display program
+ *         Flags in the 'special' pix field for non-default operations
+ *         Handling negative values in conversion to unsigned int
+ *         Relative to zero flags
+ *         Flags for adding or removing trailing slash from string
+ *
+ *   (3) This file has typedefs for the pix allocator and deallocator functions
+ *         alloc_fn()
+ *         dealloc_fn().
+ * 

+ */
+
+
+/*-------------------------------------------------------------------------*
+ *                              Basic Pix                                  *
+ *-------------------------------------------------------------------------*/
+    /* The 'special' field is by default 0, but it can hold integers
+     * that direct non-default actions, e.g., in png and jpeg I/O. */
+
+/*! Basic Pix */
+struct Pix
+{
+    l_uint32             w;         /*!< width in pixels                   */
+    l_uint32             h;         /*!< height in pixels                  */
+    l_uint32             d;         /*!< depth in bits (bpp)               */
+    l_uint32             spp;       /*!< number of samples per pixel       */
+    l_uint32             wpl;       /*!< 32-bit words/line                 */
+    l_uint32             refcount;  /*!< reference count (1 if no clones)  */
+    l_int32              xres;      /*!< image res (ppi) in x direction    */
+                                    /*!< (use 0 if unknown)                */
+    l_int32              yres;      /*!< image res (ppi) in y direction    */
+                                    /*!< (use 0 if unknown)                */
+    l_int32              informat;  /*!< input file format, IFF_*          */
+    l_int32              special;   /*!< special instructions for I/O, etc */
+    char                *text;      /*!< text string associated with pix   */
+    struct PixColormap  *colormap;  /*!< colormap (may be null)            */
+    l_uint32            *data;      /*!< the image data                    */
+};
+typedef struct Pix PIX;
+
+/*! Colormap of a Pix */
+struct PixColormap
+{
+    void            *array;   /*!< colormap table (array of RGBA_QUAD)     */
+    l_int32          depth;   /*!< of pix (1, 2, 4 or 8 bpp)               */
+    l_int32          nalloc;  /*!< number of color entries allocated       */
+    l_int32          n;       /*!< number of color entries used            */
+};
+typedef struct PixColormap  PIXCMAP;
+
+
+    /*! Colormap table entry (after the BMP version).
+     * Note that the BMP format stores the colormap table exactly
+     * as it appears here, with color samples being stored sequentially,
+     * in the order (b,g,r,a). */
+struct RGBA_Quad
+{
+    l_uint8     blue;         /*!< blue value */
+    l_uint8     green;        /*!< green value */
+    l_uint8     red;          /*!< red value */
+    l_uint8     alpha;        /*!< alpha value */
+};
+typedef struct RGBA_Quad  RGBA_QUAD;
+
+
+/*-------------------------------------------------------------------------*
+ *                           Colors for 32 RGBA                            *
+ *-------------------------------------------------------------------------*/
+/* 
+ *  Notes:
+ *      (1) These are the byte indices for colors in 32 bpp images.
+ *          They are used through the GET/SET_DATA_BYTE accessors.
+ *          The 4th byte, typically known as the "alpha channel" and used
+ *          for blending, is used to a small extent in leptonica.
+ *      (2) Do not change these values!  If you redefine them, functions
+ *          that have the shifts hardcoded for efficiency and conciseness
+ *          (instead of using the constants below) will break.  These
+ *          functions are labelled with "***"  next to their names at
+ *          the top of the files in which they are defined.
+ *      (3) The shifts to extract the red, green, blue and alpha components
+ *          from a 32 bit pixel are defined here.
+ * 

+ */
+
+/*! RGBA Color */
+enum {
+    COLOR_RED = 0,        /*!< red color index in RGBA_QUAD    */
+    COLOR_GREEN = 1,      /*!< green color index in RGBA_QUAD  */
+    COLOR_BLUE = 2,       /*!< blue color index in RGBA_QUAD   */
+    L_ALPHA_CHANNEL = 3   /*!< alpha value index in RGBA_QUAD  */
+};
+
+static const l_int32  L_RED_SHIFT =
+       8 * (sizeof(l_uint32) - 1 - COLOR_RED);           /* 24 */
+static const l_int32  L_GREEN_SHIFT =
+       8 * (sizeof(l_uint32) - 1 - COLOR_GREEN);         /* 16 */
+static const l_int32  L_BLUE_SHIFT =
+       8 * (sizeof(l_uint32) - 1 - COLOR_BLUE);          /*  8 */
+static const l_int32  L_ALPHA_SHIFT =
+       8 * (sizeof(l_uint32) - 1 - L_ALPHA_CHANNEL);     /*  0 */
+
+
+/*-------------------------------------------------------------------------*
+ *                       Colors for drawing boxes                          *
+ *-------------------------------------------------------------------------*/
+/*! Box Color */
+enum {
+    L_DRAW_RED = 0,         /*!< draw in red                   */
+    L_DRAW_GREEN = 1,       /*!< draw in green                 */
+    L_DRAW_BLUE = 2,        /*!< draw in blue                  */
+    L_DRAW_SPECIFIED = 3,   /*!< draw specified color          */
+    L_DRAW_RGB = 4,         /*!< draw as sequence of r,g,b     */
+    L_DRAW_RANDOM = 5       /*!< draw randomly chosen colors   */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                       Perceptual color weights                          *
+ *-------------------------------------------------------------------------*/
+/* 
+ *  Notes:
+ *      (1) These perceptual weighting factors are ad-hoc, but they do
+ *          add up to 1.  Unlike, for example, the weighting factors for
+ *          converting RGB to luminance, or more specifically to Y in the
+ *          YUV colorspace.  Those numbers come from the
+ *          International Telecommunications Union, via ITU-R.
+ * 

+ */
+static const l_float32 L_RED_WEIGHT =   0.3f; /*!< Percept. weight for red   */
+static const l_float32 L_GREEN_WEIGHT = 0.5f; /*!< Percept. weight for green */
+static const l_float32 L_BLUE_WEIGHT =  0.2f; /*!< Percept. weight for blue  */
+
+
+/*-------------------------------------------------------------------------*
+ *                        Flags for colormap conversion                    *
+ *-------------------------------------------------------------------------*/
+/*! Cmap Conversion */
+enum {
+    REMOVE_CMAP_TO_BINARY = 0,     /*!< remove colormap for conv to 1 bpp  */
+    REMOVE_CMAP_TO_GRAYSCALE = 1,  /*!< remove colormap for conv to 8 bpp  */
+    REMOVE_CMAP_TO_FULL_COLOR = 2, /*!< remove colormap for conv to 32 bpp */
+    REMOVE_CMAP_WITH_ALPHA = 3,    /*!< remove colormap and alpha          */
+    REMOVE_CMAP_BASED_ON_SRC = 4   /*!< remove depending on src format     */
+};
+
+
+/*------------------------------------------------------------------------*
+ *!
+ * 
+ * The following operation bit flags have been modified from
+ * Sun's pixrect.h.
+ *
+ * The 'op' in 'rasterop' is represented by an integer
+ * composed with Boolean functions using the set of five integers
+ * given below.  The integers, and the op codes resulting from
+ * boolean expressions on them, need only be in the range from 0 to 15.
+ * The function is applied on a per-pixel basis.
+ *
+ * Examples: the op code representing ORing the src and dest
+ * is computed using the bit OR, as PIX_SRC | PIX_DST;  the op
+ * code representing XORing src and dest is found from
+ * PIX_SRC ^ PIX_DST;  the op code representing ANDing src and dest
+ * is found from PIX_SRC & PIX_DST.  Note that
+ * PIX_NOT(PIX_CLR) = PIX_SET, and v.v., as they must be.
+ *
+ * We use the following set of definitions:
+ *
+ *      #define   PIX_SRC      0xc
+ *      #define   PIX_DST      0xa
+ *      #define   PIX_NOT(op)  (op) ^ 0xf
+ *      #define   PIX_CLR      0x0
+ *      #define   PIX_SET      0xf
+ *
+ * These definitions differ from Sun's, in that Sun left-shifted
+ * each value by 1 pixel, and used the least significant bit as a
+ * flag for the "pseudo-operation" of clipping.  We don't need
+ * this bit, because it is both efficient and safe ALWAYS to clip
+ * the rectangles to the src and dest images, which is what we do.
+ * See the notes in rop.h on the general choice of these bit flags.
+ *
+ * [If for some reason you need compatibility with Sun's xview package,
+ * you can adopt the original Sun definitions to avoid redefinition conflicts:
+ *
+ *      #define   PIX_SRC      (0xc << 1)
+ *      #define   PIX_DST      (0xa << 1)
+ *      #define   PIX_NOT(op)  ((op) ^ 0x1e)
+ *      #define   PIX_CLR      (0x0 << 1)
+ *      #define   PIX_SET      (0xf << 1)
+ * ]
+ *
+ * We have, for reference, the following 16 unique op flags:
+ *
+ *      PIX_CLR                           0000             0x0
+ *      PIX_SET                           1111             0xf
+ *      PIX_SRC                           1100             0xc
+ *      PIX_DST                           1010             0xa
+ *      PIX_NOT(PIX_SRC)                  0011             0x3
+ *      PIX_NOT(PIX_DST)                  0101             0x5
+ *      PIX_SRC | PIX_DST                 1110             0xe
+ *      PIX_SRC & PIX_DST                 1000             0x8
+ *      PIX_SRC ^ PIX_DST                 0110             0x6
+ *      PIX_NOT(PIX_SRC) | PIX_DST        1011             0xb
+ *      PIX_NOT(PIX_SRC) & PIX_DST        0010             0x2
+ *      PIX_SRC | PIX_NOT(PIX_DST)        1101             0xd
+ *      PIX_SRC & PIX_NOT(PIX_DST)        0100             0x4
+ *      PIX_NOT(PIX_SRC | PIX_DST)        0001             0x1
+ *      PIX_NOT(PIX_SRC & PIX_DST)        0111             0x7
+ *      PIX_NOT(PIX_SRC ^ PIX_DST)        1001             0x9
+ *
+ * 

+ *-------------------------------------------------------------------------*/
+
+#define   PIX_SRC      (0xc)                      /*!< use source pixels      */
+#define   PIX_DST      (0xa)                      /*!< use destination pixels */
+#define   PIX_NOT(op)  ((op) ^ 0x0f)              /*!< invert operation %op   */
+#define   PIX_CLR      (0x0)                      /*!< clear pixels           */
+#define   PIX_SET      (0xf)                      /*!< set pixels             */
+
+#define   PIX_PAINT    (PIX_SRC | PIX_DST)        /*!< paint = src | dst      */
+#define   PIX_MASK     (PIX_SRC & PIX_DST)        /*!< mask = src & dst       */
+#define   PIX_SUBTRACT (PIX_DST & PIX_NOT(PIX_SRC)) /*!< subtract =           */
+                                                    /*!<    src & !dst        */
+#define   PIX_XOR      (PIX_SRC ^ PIX_DST)        /*!< xor = src ^ dst        */
+
+
+/*-------------------------------------------------------------------------*
+ * 
+ *   Important Notes:
+ *
+ *       (1) The image data is stored in a single contiguous
+ *           array of l_uint32, into which the pixels are packed.
+ *           By "packed" we mean that there are no unused bits
+ *           between pixels, except for end-of-line padding to
+ *           satisfy item (2) below.
+ *
+ *       (2) Every image raster line begins on a 32-bit word
+ *           boundary within this array.
+ *
+ *       (3) Pix image data is stored in 32-bit units, with the
+ *           pixels ordered from left to right in the image being
+ *           stored in order from the MSB to LSB within the word,
+ *           for both big-endian and little-endian machines.
+ *           This is the natural ordering for big-endian machines,
+ *           as successive bytes are stored and fetched progressively
+ *           to the right.  However, for little-endians, when storing
+ *           we re-order the bytes from this byte stream order, and
+ *           reshuffle again for byte access on 32-bit entities.
+ *           So if the bytes come in sequence from left to right, we
+ *           store them on little-endians in byte order:
+ *                3 2 1 0 7 6 5 4 ...
+ *           This MSB to LSB ordering allows left and right shift
+ *           operations on 32 bit words to move the pixels properly.
+ *
+ *       (4) We use 32 bit pixels for both RGB and RGBA color images.
+ *           The A (alpha) byte is ignored in most leptonica functions
+ *           operating on color images.  Within each 4 byte pixel, the
+ *           color samples are ordered from MSB to LSB, as follows:
+ *
+ *                |  MSB  |  2nd MSB  |  3rd MSB  |  LSB  |
+ *                   red      green       blue      alpha
+ *                    0         1           2         3   (big-endian)
+ *                    3         2           1         0   (little-endian)
+ *
+ *           Because we use MSB to LSB ordering within the 32-bit word,
+ *           the individual 8-bit samples can be accessed with
+ *           GET_DATA_BYTE and SET_DATA_BYTE macros, using the
+ *           (implicitly big-ending) ordering
+ *                 red:    byte 0  (MSB)
+ *                 green:  byte 1  (2nd MSB)
+ *                 blue:   byte 2  (3rd MSB)
+ *                 alpha:  byte 3  (LSB)
+ *
+ *           The specific color assignment is made in this file,
+ *           through the definitions of COLOR_RED, etc.  Then the R, G
+ *           B and A sample values can be retrieved using
+ *                 redval = GET_DATA_BYTE(&pixel, COLOR_RED);
+ *                 greenval = GET_DATA_BYTE(&pixel, COLOR_GREEN);
+ *                 blueval = GET_DATA_BYTE(&pixel, COLOR_BLUE);
+ *                 alphaval = GET_DATA_BYTE(&pixel, L_ALPHA_CHANNEL);
+ *           and they can be set with
+ *                 SET_DATA_BYTE(&pixel, COLOR_RED, redval);
+ *                 SET_DATA_BYTE(&pixel, COLOR_GREEN, greenval);
+ *                 SET_DATA_BYTE(&pixel, COLOR_BLUE, blueval);
+ *                 SET_DATA_BYTE(&pixel, L_ALPHA_CHANNEL, alphaval);
+ *
+ *           More efficiently, these components can be extracted directly
+ *           by shifting and masking, explicitly using the values in
+ *           L_RED_SHIFT, etc.:
+ *                 (pixel32 >> L_RED_SHIFT) & 0xff;         (red)
+ *                 (pixel32 >> L_GREEN_SHIFT) & 0xff;       (green)
+ *                 (pixel32 >> L_BLUE_SHIFT) & 0xff;        (blue)
+ *                 (pixel32 >> L_ALPHA_SHIFT) & 0xff;       (alpha)
+ *           The functions extractRGBValues() and extractRGBAValues() are
+ *           provided to do this.  Likewise, the pixels can be set
+ *           directly by shifting, using composeRGBPixel() and
+ *           composeRGBAPixel().
+ *
+ *           All these operations work properly on both big- and little-endians.
+ *
+ *       (5) A reference count is held within each pix, giving the
+ *           number of ptrs to the pix.  When a pixClone() call
+ *           is made, the ref count is increased by 1, and
+ *           when a pixDestroy() call is made, the reference count
+ *           of the pix is decremented.  The pix is only destroyed
+ *           when the reference count goes to zero.
+ *
+ *       (6) The version numbers (below) are used in the serialization
+ *           of these data structures.  They are placed in the files,
+ *           and rarely (if ever) change.  Provision is currently made for
+ *           backward compatibility in reading from boxaa version 2.
+ *
+ *       (7) The serialization dependencies are as follows:
+ *               pixaa  :  pixa  :  boxa
+ *               boxaa  :  boxa
+ *           So, for example, pixaa and boxaa can be changed without
+ *           forcing a change in pixa or boxa.  However, if pixa is
+ *           changed, it forces a change in pixaa, and if boxa is
+ *           changed, if forces a change in the other three.
+ *           We define four version numbers:
+ *               PIXAA_VERSION_NUMBER
+ *               PIXA_VERSION_NUMBER
+ *               BOXAA_VERSION_NUMBER
+ *               BOXA_VERSION_NUMBER
+ * 

+ *-------------------------------------------------------------------------*/
+
+
+
+/*-------------------------------------------------------------------------*
+ *                              Array of pix                               *
+ *-------------------------------------------------------------------------*/
+
+    /*  Serialization for primary data structures */
+#define  PIXAA_VERSION_NUMBER      2  /*!< Version for Pixaa serialization */
+#define  PIXA_VERSION_NUMBER       2  /*!< Version for Pixa serialization  */
+#define  BOXA_VERSION_NUMBER       2  /*!< Version for Boxa serialization  */
+#define  BOXAA_VERSION_NUMBER      3  /*!< Version for Boxaa serialization */
+
+/*! Array of pix */
+struct Pixa
+{
+    l_int32             n;          /*!< number of Pix in ptr array        */
+    l_int32             nalloc;     /*!< number of Pix ptrs allocated      */
+    l_uint32            refcount;   /*!< reference count (1 if no clones)  */
+    struct Pix        **pix;        /*!< the array of ptrs to pix          */
+    struct Boxa        *boxa;       /*!< array of boxes                    */
+};
+typedef struct Pixa PIXA;
+
+/*! Array of arrays of pix */
+struct Pixaa
+{
+    l_int32             n;          /*!< number of Pixa in ptr array       */
+    l_int32             nalloc;     /*!< number of Pixa ptrs allocated     */
+    struct Pixa       **pixa;       /*!< array of ptrs to pixa             */
+    struct Boxa        *boxa;       /*!< array of boxes                    */
+};
+typedef struct Pixaa PIXAA;
+
+
+/*-------------------------------------------------------------------------*
+ *                    Basic rectangle and rectangle arrays                 *
+ *-------------------------------------------------------------------------*/
+
+/*! Basic rectangle */
+struct Box
+{
+    l_int32            x;           /*!< left coordinate                   */
+    l_int32            y;           /*!< top coordinate                    */
+    l_int32            w;           /*!< box width                         */
+    l_int32            h;           /*!< box height                        */
+    l_uint32           refcount;    /*!< reference count (1 if no clones)  */
+};
+typedef struct Box    BOX;
+
+/*! Array of Box */
+struct Boxa
+{
+    l_int32            n;           /*!< number of box in ptr array        */
+    l_int32            nalloc;      /*!< number of box ptrs allocated      */
+    l_uint32           refcount;    /*!< reference count (1 if no clones)  */
+    struct Box       **box;         /*!< box ptr array                     */
+};
+typedef struct Boxa  BOXA;
+
+/*! Array of Boxa */
+struct Boxaa
+{
+    l_int32            n;           /*!< number of boxa in ptr array       */
+    l_int32            nalloc;      /*!< number of boxa ptrs allocated     */
+    struct Boxa      **boxa;        /*!< boxa ptr array                    */
+};
+typedef struct Boxaa  BOXAA;
+
+
+/*-------------------------------------------------------------------------*
+ *                               Array of points                           *
+ *-------------------------------------------------------------------------*/
+#define  PTA_VERSION_NUMBER      1  /*!< Version for Pta serialization     */
+
+/*! Array of points */
+struct Pta
+{
+    l_int32            n;           /*!< actual number of pts              */
+    l_int32            nalloc;      /*!< size of allocated arrays          */
+    l_uint32           refcount;    /*!< reference count (1 if no clones)  */
+    l_float32         *x, *y;       /*!< arrays of floats                  */
+};
+typedef struct Pta PTA;
+
+
+/*-------------------------------------------------------------------------*
+ *                              Array of Pta                               *
+ *-------------------------------------------------------------------------*/
+
+/*! Array of Pta */
+struct Ptaa
+{
+    l_int32              n;         /*!< number of pta in ptr array        */
+    l_int32              nalloc;    /*!< number of pta ptrs allocated      */
+    struct Pta         **pta;       /*!< pta ptr array                     */
+};
+typedef struct Ptaa PTAA;
+
+
+/*-------------------------------------------------------------------------*
+ *                       Pix accumulator container                         *
+ *-------------------------------------------------------------------------*/
+
+/*! Pix accumulator container */
+struct Pixacc
+{
+    l_int32             w;          /*!< array width                       */
+    l_int32             h;          /*!< array height                      */
+    l_int32             offset;     /*!< used to allow negative            */
+                                    /*!< intermediate results              */
+    struct Pix         *pix;        /*!< the 32 bit accumulator pix        */
+};
+typedef struct Pixacc PIXACC;
+
+
+/*-------------------------------------------------------------------------*
+ *                              Pix tiling                                 *
+ *-------------------------------------------------------------------------*/
+
+/*! Pix tiling */
+struct PixTiling
+{
+    struct Pix          *pix;       /*!< input pix (a clone)               */
+    l_int32              nx;        /*!< number of tiles horizontally      */
+    l_int32              ny;        /*!< number of tiles vertically        */
+    l_int32              w;         /*!< tile width                        */
+    l_int32              h;         /*!< tile height                       */
+    l_int32              xoverlap;  /*!< overlap on left and right         */
+    l_int32              yoverlap;  /*!< overlap on top and bottom         */
+    l_int32              strip;     /*!< strip for paint; default is TRUE  */
+};
+typedef struct PixTiling PIXTILING;
+
+
+/*-------------------------------------------------------------------------*
+ *                       FPix: pix with float array                        *
+ *-------------------------------------------------------------------------*/
+#define  FPIX_VERSION_NUMBER      2 /*!< Version for FPix serialization    */
+
+/*! Pix with float array */
+struct FPix
+{
+    l_int32              w;         /*!< width in pixels                   */
+    l_int32              h;         /*!< height in pixels                  */
+    l_int32              wpl;       /*!< 32-bit words/line                 */
+    l_uint32             refcount;  /*!< reference count (1 if no clones)  */
+    l_int32              xres;      /*!< image res (ppi) in x direction    */
+                                    /*!< (use 0 if unknown)                */
+    l_int32              yres;      /*!< image res (ppi) in y direction    */
+                                    /*!< (use 0 if unknown)                */
+    l_float32           *data;      /*!< the float image data              */
+};
+typedef struct FPix FPIX;
+
+/*! Array of FPix */
+struct FPixa
+{
+    l_int32             n;          /*!< number of fpix in ptr array       */
+    l_int32             nalloc;     /*!< number of fpix ptrs allocated     */
+    l_uint32            refcount;   /*!< reference count (1 if no clones)  */
+    struct FPix       **fpix;       /*!< the array of ptrs to fpix         */
+};
+typedef struct FPixa FPIXA;
+
+
+/*-------------------------------------------------------------------------*
+ *                       DPix: pix with double array                       *
+ *-------------------------------------------------------------------------*/
+#define  DPIX_VERSION_NUMBER      2 /*!< Version for DPix serialization    */
+
+/*! Pix with double array */
+struct DPix
+{
+    l_int32              w;         /*!< width in pixels                   */
+    l_int32              h;         /*!< height in pixels                  */
+    l_int32              wpl;       /*!< 32-bit words/line                 */
+    l_uint32             refcount;  /*!< reference count (1 if no clones)  */
+    l_int32              xres;      /*!< image res (ppi) in x direction    */
+                                    /*!< (use 0 if unknown)                */
+    l_int32              yres;      /*!< image res (ppi) in y direction    */
+                                    /*!< (use 0 if unknown)                */
+    l_float64           *data;      /*!< the double image data             */
+};
+typedef struct DPix DPIX;
+
+
+/*-------------------------------------------------------------------------*
+ *                        PixComp: compressed pix                          *
+ *-------------------------------------------------------------------------*/
+
+/*! Compressed Pix */
+struct PixComp
+{
+    l_int32              w;         /*!< width in pixels                   */
+    l_int32              h;         /*!< height in pixels                  */
+    l_int32              d;         /*!< depth in bits                     */
+    l_int32              xres;      /*!< image res (ppi) in x direction    */
+                                    /*!<   (use 0 if unknown)              */
+    l_int32              yres;      /*!< image res (ppi) in y direction    */
+                                    /*!<   (use 0 if unknown)              */
+    l_int32              comptype;  /*!< compressed format (IFF_TIFF_G4,   */
+                                    /*!<   IFF_PNG, IFF_JFIF_JPEG)         */
+    char                *text;      /*!< text string associated with pix   */
+    l_int32              cmapflag;  /*!< flag (1 for cmap, 0 otherwise)    */
+    l_uint8             *data;      /*!< the compressed image data         */
+    size_t               size;      /*!< size of the data array            */
+};
+typedef struct PixComp PIXC;
+
+
+/*-------------------------------------------------------------------------*
+ *                     PixaComp: array of compressed pix                   *
+ *-------------------------------------------------------------------------*/
+#define  PIXACOMP_VERSION_NUMBER 2  /*!< Version for PixaComp serialization */
+
+/*! Array of compressed pix */
+struct PixaComp
+{
+    l_int32              n;         /*!< number of PixComp in ptr array    */
+    l_int32              nalloc;    /*!< number of PixComp ptrs allocated  */
+    l_int32              offset;    /*!< indexing offset into ptr array    */
+    struct PixComp     **pixc;      /*!< the array of ptrs to PixComp      */
+    struct Boxa         *boxa;      /*!< array of boxes                    */
+};
+typedef struct PixaComp PIXAC;
+
+
+/*-------------------------------------------------------------------------*
+ *                         Access and storage flags                        *
+ *-------------------------------------------------------------------------*/
+/*
+ * 
+ *  For Pix, Box, Pta and Numa, there are 3 standard methods for handling
+ *  the retrieval or insertion of a struct:
+ *     (1) direct insertion (Don't do this if there is another handle
+ *                           somewhere to this same struct!)
+ *     (2) copy (Always safe, sets up a refcount of 1 on the new object.
+ *               Can be undesirable if very large, such as an image or
+ *               an array of images.)
+ *     (3) clone (Makes another handle to the same struct, and bumps the
+ *                refcount up by 1.  OK to use except in two situations:
+ *                (a) You change data through one of the handles but don't
+ *                    want those changes to be seen by the other handle.
+ *                (b) The application is multi-threaded.  Because the clone
+ *                    operation is not atomic (e.g., locked with a mutex),
+ *                    it is possible to end up with an incorrect ref count,
+ *                    causing either a memory leak or a crash.
+ *
+ *  For Pixa and Boxa, which are structs that hold an array of clonable
+ *  structs, there is an additional method:
+ *     (4) copy-clone (Makes a new higher-level struct with a refcount
+ *                     of 1, but clones all the structs in the array.)
+ *
+ *  Unlike the other structs, when retrieving a string from an Sarray,
+ *  you are allowed to get a handle without a copy or clone (i.e., the
+ *  string is not owned by the handle).  You must not either free the string
+ *  or insert it in some other struct that would own it.  Specifically,
+ *  for an Sarray, the copyflag for retrieval is either:
+ *         L_COPY or L_NOCOPY
+ *  and for insertion, the copyflag is either:
+ *         L_COPY or one of {L_INSERT , L_NOCOPY} (the latter are equivalent
+ *                                                 for insertion))
+ *  Typical patterns are:
+ *  (1) Reference a string in an Sarray with L_NOCOPY and insert a copy
+ *      of it in another Sarray with L_COPY.
+ *  (2) Copy a string from an Sarray with L_COPY and insert it in
+ *      another Sarray with L_INSERT (or L_NOCOPY).
+ *  In both cases, a copy is made and both Sarrays own their instance
+ *  of that string.
+ * 

+ */
+
+/*! Object Access */
+enum {
+    L_NOCOPY = 0,     /*!< do not copy the object; do not delete the ptr  */
+    L_INSERT = L_NOCOPY,    /*!< stuff it in; do not copy or clone        */
+    L_COPY = 1,       /*!< make/use a copy of the object                  */
+    L_CLONE = 2,      /*!< make/use clone (ref count) of the object       */
+    L_COPY_CLONE = 3  /*!< make a new array object (e.g., pixa) and fill  */
+                      /*!< the array with clones (e.g., pix)              */
+};
+
+
+/*----------------------------------------------------------------------------*
+ *                              Sort flags                                    *
+ *----------------------------------------------------------------------------*/
+/*! Sort Mode */
+enum {
+    L_SHELL_SORT = 1,            /*!< use shell sort                        */
+    L_BIN_SORT = 2               /*!< use bin sort                          */
+};
+
+/*! Sort Order */
+enum {
+    L_SORT_INCREASING = 1,       /*!< sort in increasing order              */
+    L_SORT_DECREASING = 2        /*!< sort in decreasing order              */
+};
+
+/*! Sort Type */
+enum {
+    L_SORT_BY_X = 1,             /*!< sort box or c.c. by left edge location  */
+    L_SORT_BY_Y = 2,             /*!< sort box or c.c. by top edge location   */
+    L_SORT_BY_RIGHT = 3,         /*!< sort box or c.c. by right edge location */
+    L_SORT_BY_BOT = 4,           /*!< sort box or c.c. by bot edge location   */
+    L_SORT_BY_WIDTH = 5,         /*!< sort box or c.c. by width               */
+    L_SORT_BY_HEIGHT = 6,        /*!< sort box or c.c. by height              */
+    L_SORT_BY_MIN_DIMENSION = 7, /*!< sort box or c.c. by min dimension       */
+    L_SORT_BY_MAX_DIMENSION = 8, /*!< sort box or c.c. by max dimension       */
+    L_SORT_BY_PERIMETER = 9,     /*!< sort box or c.c. by perimeter           */
+    L_SORT_BY_AREA = 10,         /*!< sort box or c.c. by area                */
+    L_SORT_BY_ASPECT_RATIO = 11  /*!< sort box or c.c. by width/height ratio  */
+};
+
+
+/*---------------------------------------------------------------------------*
+ *                             Blend flags                                   *
+ *---------------------------------------------------------------------------*/
+/*! Blend Types */
+enum {
+    L_BLEND_WITH_INVERSE = 1,     /*!< add some of src inverse to itself     */
+    L_BLEND_TO_WHITE = 2,         /*!< shift src colors towards white        */
+    L_BLEND_TO_BLACK = 3,         /*!< shift src colors towards black        */
+    L_BLEND_GRAY = 4,             /*!< blend src directly with blender       */
+    L_BLEND_GRAY_WITH_INVERSE = 5 /*!< add amount of src inverse to itself,  */
+                                  /*!< based on blender pix value            */
+};
+
+/*! Paint Selection */
+enum {
+    L_PAINT_LIGHT = 1,            /*!< colorize non-black pixels             */
+    L_PAINT_DARK = 2              /*!< colorize non-white pixels             */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                        Graphics pixel setting                           *
+ *-------------------------------------------------------------------------*/
+/*! Pixel Setting */
+enum {
+    L_SET_PIXELS = 1,           /*!< set all bits in each pixel to 1       */
+    L_CLEAR_PIXELS = 2,         /*!< set all bits in each pixel to 0       */
+    L_FLIP_PIXELS = 3           /*!< flip all bits in each pixel           */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                     Size and location filter flags                      *
+ *-------------------------------------------------------------------------*/
+/*! Size Comparison */
+enum {
+    L_SELECT_IF_LT = 1,         /*!< save if value is less than threshold  */
+    L_SELECT_IF_GT = 2,         /*!< save if value is more than threshold  */
+    L_SELECT_IF_LTE = 3,        /*!< save if value is <= to the threshold  */
+    L_SELECT_IF_GTE = 4         /*!< save if value is >= to the threshold  */
+};
+
+/*! Size Selection */
+enum {
+    L_SELECT_BY_WIDTH = 1,          /*!< select by width; 1 bpp            */
+    L_SELECT_BY_HEIGHT = 2,         /*!< select by height; 1 bpp           */
+    L_SELECT_BY_MAX_DIMENSION = 3,  /*!< select by max of width and        */
+                                    /*!< height; 1 bpp                     */
+    L_SELECT_BY_AREA = 4,           /*!< select by foreground area; 1 bpp  */
+    L_SELECT_BY_PERIMETER = 5       /*!< select by perimeter; 1 bpp        */
+};
+
+/*! Location Filter */
+enum {
+    L_SELECT_WIDTH = 1,         /*!< width must satisfy constraint         */
+    L_SELECT_HEIGHT = 2,        /*!< height must satisfy constraint        */
+    L_SELECT_XVAL = 3,          /*!< x value must satisfy constraint       */
+    L_SELECT_YVAL = 4,          /*!< y value must satisfy constraint       */
+    L_SELECT_IF_EITHER = 5,     /*!< either width or height (or xval       */
+                                /*!< or yval) can satisfy constraint       */
+    L_SELECT_IF_BOTH = 6        /*!< both width and height (or xval        */
+                                /*!< and yval must satisfy constraint      */
+};
+
+/*! Boxa Check */
+enum {
+    L_CHECK_WIDTH = 1,          /*!< check and possibly modify width       */
+    L_CHECK_HEIGHT = 2,         /*!< check and possibly modify height      */
+    L_CHECK_BOTH = 3            /*!< check and possibly modify both        */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                    Color component selection flags                      *
+ *-------------------------------------------------------------------------*/
+/*! Color Selection */
+enum {
+    L_SELECT_RED = 1,           /*!< use red component                     */
+    L_SELECT_GREEN = 2,         /*!< use green component                   */
+    L_SELECT_BLUE = 3,          /*!< use blue component                    */
+    L_SELECT_MIN = 4,           /*!< use min color component               */
+    L_SELECT_MAX = 5,           /*!< use max color component               */
+    L_SELECT_AVERAGE = 6,       /*!< use average of color components       */
+    L_SELECT_HUE = 7,           /*!< use hue value (in HSV color space)    */
+    L_SELECT_SATURATION = 8     /*!< use saturation value (in HSV space)   */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                         16-bit conversion flags                         *
+ *-------------------------------------------------------------------------*/
+/*! 16-bit Conversion */
+enum {
+    L_LS_BYTE = 1,              /*!< use LSB                               */
+    L_MS_BYTE = 2,              /*!< use MSB                               */
+    L_AUTO_BYTE = 3,            /*!< use LSB if max(val) < 256; else MSB   */
+    L_CLIP_TO_FF = 4,           /*!< use max(val, 255)                     */
+    L_LS_TWO_BYTES = 5,         /*!< use two LSB                           */
+    L_MS_TWO_BYTES = 6,         /*!< use two MSB                           */
+    L_CLIP_TO_FFFF = 7          /*!< use max(val, 65535)                   */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                        Rotate and shear flags                           *
+ *-------------------------------------------------------------------------*/
+/*! Rotation Type */
+enum {
+    L_ROTATE_AREA_MAP = 1,     /*!< use area map rotation, if possible     */
+    L_ROTATE_SHEAR = 2,        /*!< use shear rotation                     */
+    L_ROTATE_SAMPLING = 3      /*!< use sampling                           */
+};
+
+/*! Background Color */
+enum {
+    L_BRING_IN_WHITE = 1,      /*!< bring in white pixels from the outside */
+    L_BRING_IN_BLACK = 2       /*!< bring in black pixels from the outside */
+};
+
+/*! Shear Point */
+enum {
+    L_SHEAR_ABOUT_CORNER = 1,  /*!< shear image about UL corner            */
+    L_SHEAR_ABOUT_CENTER = 2   /*!< shear image about center               */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                     Affine transform order flags                        *
+ *-------------------------------------------------------------------------*/
+/*! Affine Transform Order */
+enum {
+    L_TR_SC_RO = 1,            /*!< translate, scale, rotate               */
+    L_SC_RO_TR = 2,            /*!< scale, rotate, translate               */
+    L_RO_TR_SC = 3,            /*!< rotate, translate, scale               */
+    L_TR_RO_SC = 4,            /*!< translate, rotate, scale               */
+    L_RO_SC_TR = 5,            /*!< rotate, scale, translate               */
+    L_SC_TR_RO = 6             /*!< scale, translate, rotate               */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                       Grayscale filling flags                           *
+ *-------------------------------------------------------------------------*/
+/*! Grayscale Fill */
+enum {
+    L_FILL_WHITE = 1,         /*!< fill white pixels (e.g, in fg map)      */
+    L_FILL_BLACK = 2          /*!< fill black pixels (e.g., in bg map)     */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                   Flags for setting to white or black                   *
+ *-------------------------------------------------------------------------*/
+/*! BlackWhite Set */
+enum {
+    L_SET_WHITE = 1,         /*!< set pixels to white                      */
+    L_SET_BLACK = 2          /*!< set pixels to black                      */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                  Flags for getting white or black value                 *
+ *-------------------------------------------------------------------------*/
+/*! BlackWhite Get */
+enum {
+    L_GET_WHITE_VAL = 1,     /*!< get white pixel value                    */
+    L_GET_BLACK_VAL = 2      /*!< get black pixel value                    */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                  Flags for 8 bit and 16 bit pixel sums                  *
+ *-------------------------------------------------------------------------*/
+/*! BlackWhite Sum */
+enum {
+    L_WHITE_IS_MAX = 1, /*!< white pixels are 0xff or 0xffff; black are 0  */
+    L_BLACK_IS_MAX = 2  /*!< black pixels are 0xff or 0xffff; white are 0  */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                           Dither parameters                             *
+ *         If within this grayscale distance from black or white,          *
+ *         do not propagate excess or deficit to neighboring pixels.       *
+ *-------------------------------------------------------------------------*/
+/*! Dither Distance */
+enum {
+    DEFAULT_CLIP_LOWER_1 = 10, /*!< dist to black with no prop; 1 bpp      */
+    DEFAULT_CLIP_UPPER_1 = 10, /*!< dist to black with no prop; 1 bpp      */
+    DEFAULT_CLIP_LOWER_2 = 5,  /*!< dist to black with no prop; 2 bpp      */
+    DEFAULT_CLIP_UPPER_2 = 5   /*!< dist to black with no prop; 2 bpp      */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                          Distance type flags                            *
+ *-------------------------------------------------------------------------*/
+/*! Distance Type */
+enum {
+    L_MANHATTAN_DISTANCE = 1,  /*!< L1 distance (e.g., in color space)     */
+    L_EUCLIDEAN_DISTANCE = 2   /*!< L2 distance                            */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                         Distance Value flags                            *
+ *-------------------------------------------------------------------------*/
+/*! Distance Value */
+enum {
+    L_NEGATIVE = 1,      /*!< values < 0                                   */
+    L_NON_NEGATIVE = 2,  /*!< values >= 0                                  */
+    L_POSITIVE = 3,      /*!< values > 0                                   */
+    L_NON_POSITIVE = 4,  /*!< values <= 0                                  */
+    L_ZERO = 5,          /*!< values = 0                                   */
+    L_ALL = 6            /*!< all values                                   */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                         Statistical measures                            *
+ *-------------------------------------------------------------------------*/
+/*! Stats Type */
+enum {
+    L_MEAN_ABSVAL = 1,         /*!< average of abs values                  */
+    L_MEDIAN_VAL = 2,          /*!< median value of set                    */
+    L_MODE_VAL = 3,            /*!< mode value of set                      */
+    L_MODE_COUNT = 4,          /*!< mode count of set                      */
+    L_ROOT_MEAN_SQUARE = 5,    /*!< rms of values                          */
+    L_STANDARD_DEVIATION = 6,  /*!< standard deviation from mean           */
+    L_VARIANCE = 7             /*!< variance of values                     */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                       Set index selection flags                         *
+ *-------------------------------------------------------------------------*/
+/*! Index Selection */
+enum {
+    L_CHOOSE_CONSECUTIVE = 1,  /*!< select 'n' consecutive                 */
+    L_CHOOSE_SKIP_BY = 2       /*!< select at intervals of 'n'             */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                         Text orientation flags                          *
+ *-------------------------------------------------------------------------*/
+/*! Text Orientation */
+enum {
+    L_TEXT_ORIENT_UNKNOWN = 0, /*!< low confidence on text orientation     */
+    L_TEXT_ORIENT_UP = 1,      /*!< portrait, text rightside-up            */
+    L_TEXT_ORIENT_LEFT = 2,    /*!< landscape, text up to left             */
+    L_TEXT_ORIENT_DOWN = 3,    /*!< portrait, text upside-down             */
+    L_TEXT_ORIENT_RIGHT = 4    /*!< landscape, text up to right            */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                         Edge orientation flags                          *
+ *-------------------------------------------------------------------------*/
+/*! Edge Orientation */
+enum {
+    L_HORIZONTAL_EDGES = 0,   /*!< filters for horizontal edges            */
+    L_VERTICAL_EDGES = 1,     /*!< filters for vertical edges              */
+    L_ALL_EDGES = 2           /*!< filters for all edges                   */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                         Line orientation flags                          *
+ *-------------------------------------------------------------------------*/
+/*! Line Orientation */
+enum {
+    L_HORIZONTAL_LINE = 0,   /*!< horizontal line                          */
+    L_POS_SLOPE_LINE = 1,    /*!< 45 degree line with positive slope       */
+    L_VERTICAL_LINE = 2,     /*!< vertical line                            */
+    L_NEG_SLOPE_LINE = 3,    /*!< 45 degree line with negative slope       */
+    L_OBLIQUE_LINE = 4       /*!< neither horizontal nor vertical */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                         Image orientation flags                         *
+ *-------------------------------------------------------------------------*/
+/*! Image Orientation */
+enum {
+    L_PORTRAIT_MODE = 0,   /*!< typical: page is viewed with height > width  */
+    L_LANDSCAPE_MODE = 1   /*!< page is viewed at 90 deg to portrait mode    */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                           Scan direction flags                          *
+ *-------------------------------------------------------------------------*/
+/*! Scan Direction */
+enum {
+    L_FROM_LEFT = 0,         /*!< scan from left                           */
+    L_FROM_RIGHT = 1,        /*!< scan from right                          */
+    L_FROM_TOP = 2,          /*!< scan from top                            */
+    L_FROM_BOT = 3,          /*!< scan from bottom                         */
+    L_SCAN_NEGATIVE = 4,     /*!< scan in negative direction               */
+    L_SCAN_POSITIVE = 5,     /*!< scan in positive direction               */
+    L_SCAN_BOTH = 6,         /*!< scan in both directions                  */
+    L_SCAN_HORIZONTAL = 7,   /*!< horizontal scan (direction unimportant)  */
+    L_SCAN_VERTICAL = 8      /*!< vertical scan (direction unimportant)    */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                Box size adjustment and location flags                   *
+ *-------------------------------------------------------------------------*/
+/*! Box Adjustment */
+enum {
+    L_ADJUST_SKIP = 0,           /*!< do not adjust                        */
+    L_ADJUST_LEFT = 1,           /*!< adjust left edge                     */
+    L_ADJUST_RIGHT = 2,          /*!< adjust right edge                    */
+    L_ADJUST_LEFT_AND_RIGHT = 3, /*!< adjust both left and right edges     */
+    L_ADJUST_TOP = 4,            /*!< adjust top edge                      */
+    L_ADJUST_BOT = 5,            /*!< adjust bottom edge                   */
+    L_ADJUST_TOP_AND_BOT = 6,    /*!< adjust both top and bottom edges     */
+    L_ADJUST_CHOOSE_MIN = 7,     /*!< choose the min median value          */
+    L_ADJUST_CHOOSE_MAX = 8,     /*!< choose the max median value          */
+    L_SET_LEFT = 9,              /*!< set left side to a given value       */
+    L_SET_RIGHT = 10,            /*!< set right side to a given value      */
+    L_SET_TOP = 11,              /*!< set top side to a given value        */
+    L_SET_BOT = 12,              /*!< set bottom side to a given value     */
+    L_GET_LEFT = 13,             /*!< get left side location               */
+    L_GET_RIGHT = 14,            /*!< get right side location              */
+    L_GET_TOP = 15,              /*!< get top side location                */
+    L_GET_BOT = 16               /*!< get bottom side location             */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *          Flags for modifying box boundaries using a second box          *
+ *-------------------------------------------------------------------------*/
+/*! Box Boundary Mod */
+enum {
+    L_USE_MINSIZE = 1,           /*!< use boundaries giving min size       */
+    L_USE_MAXSIZE = 2,           /*!< use boundaries giving max size       */
+    L_SUB_ON_LOC_DIFF = 3,       /*!< modify boundary if big location diff */
+    L_SUB_ON_SIZE_DIFF = 4,      /*!< modify boundary if big size diff     */
+    L_USE_CAPPED_MIN = 5,        /*!< modify boundary with capped min      */
+    L_USE_CAPPED_MAX = 6         /*!< modify boundary with capped max      */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *              Handling overlapping bounding boxes in boxa                *
+ *-------------------------------------------------------------------------*/
+/*! Box Overlap Mod */
+enum {
+    L_COMBINE = 1,         /*!< resize to bounding region; remove smaller  */
+    L_REMOVE_SMALL = 2     /*!< only remove smaller                        */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *        Selecting or making a box from two (intersecting) boxes          *
+ *-------------------------------------------------------------------------*/
+/*! Box Combine or Select */
+enum {
+    L_GEOMETRIC_UNION = 1,         /*!< use union of two boxes             */
+    L_GEOMETRIC_INTERSECTION = 2,  /*!< use intersection of two boxes      */
+    L_LARGEST_AREA = 3,            /*!< use box with largest area          */
+    L_SMALLEST_AREA = 4            /*!< use box with smallest area         */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                    Flags for replacing invalid boxes                    *
+ *-------------------------------------------------------------------------*/
+/*! Box Replacement */
+enum {
+    L_USE_ALL_BOXES = 1,         /*!< consider all boxes in the sequence   */
+    L_USE_SAME_PARITY_BOXES = 2  /*!< consider boxes with the same parity  */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                          Flags for box corners                          *
+ *-------------------------------------------------------------------------*/
+/*! Box Corners */
+enum {
+    L_UPPER_LEFT = 1,         /*!< UL corner                               */
+    L_UPPER_RIGHT = 2,        /*!< UR corner                               */
+    L_LOWER_LEFT = 3,         /*!< LL corner                               */
+    L_LOWER_RIGHT = 4         /*!< LR corner                               */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                            Horizontal warp                              *
+ *-------------------------------------------------------------------------*/
+/*! Horiz Warp Stretch */
+enum {
+    L_WARP_TO_LEFT = 1,    /*!< increasing stretch or contraction to left  */
+    L_WARP_TO_RIGHT = 2    /*!< increasing stretch or contraction to right */
+};
+
+/*! Horiz Warp Mode */
+enum {
+    L_LINEAR_WARP = 1,     /*!< stretch or contraction grows linearly      */
+    L_QUADRATIC_WARP = 2   /*!< stretch or contraction grows quadratically */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                      Pixel selection for resampling                     *
+ *-------------------------------------------------------------------------*/
+/*! Pixel Selection */
+enum {
+    L_INTERPOLATED = 1,    /*!< linear interpolation from src pixels       */
+    L_SAMPLED = 2          /*!< nearest src pixel sampling only            */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                             Thinning flags                              *
+ *-------------------------------------------------------------------------*/
+/*! Thinning Polarity */
+enum {
+    L_THIN_FG = 1,             /*!< thin foreground of 1 bpp image         */
+    L_THIN_BG = 2              /*!< thin background of 1 bpp image         */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                            Runlength flags                              *
+ *-------------------------------------------------------------------------*/
+/*! Runlength Direction */
+enum {
+    L_HORIZONTAL_RUNS = 0,   /*!< determine runlengths of horizontal runs  */
+    L_VERTICAL_RUNS = 1      /*!< determine runlengths of vertical runs    */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                          Edge filter flags                              *
+ *-------------------------------------------------------------------------*/
+/*! Edge Filter */
+enum {
+    L_SOBEL_EDGE = 1,        /*!< Sobel edge filter                        */
+    L_TWO_SIDED_EDGE = 2     /*!< Two-sided edge filter                    */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *             Subpixel color component ordering in LCD display            *
+ *-------------------------------------------------------------------------*/
+/*! Subpixel Color Order */
+enum {
+    L_SUBPIXEL_ORDER_RGB = 1,   /*!< sensor order left-to-right RGB        */
+    L_SUBPIXEL_ORDER_BGR = 2,   /*!< sensor order left-to-right BGR        */
+    L_SUBPIXEL_ORDER_VRGB = 3,  /*!< sensor order top-to-bottom RGB        */
+    L_SUBPIXEL_ORDER_VBGR = 4   /*!< sensor order top-to-bottom BGR        */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                          HSV histogram flags                            *
+ *-------------------------------------------------------------------------*/
+/*! HSV Histogram */
+enum {
+    L_HS_HISTO = 1,            /*!< Use hue-saturation histogram           */
+    L_HV_HISTO = 2,            /*!< Use hue-value histogram                */
+    L_SV_HISTO = 3             /*!< Use saturation-value histogram         */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                HSV Region flags (inclusion, exclusion)                  *
+ *-------------------------------------------------------------------------*/
+/*! HSV Region */
+enum {
+    L_INCLUDE_REGION = 1,      /*!< Use pixels with specified HSV region   */
+    L_EXCLUDE_REGION = 2       /*!< Use pixels outside HSV region          */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                Location flags for adding text to a pix                  *
+ *-------------------------------------------------------------------------*/
+/*! Add Text Location */
+enum {
+    L_ADD_ABOVE = 1,           /*!< Add text above the image               */
+    L_ADD_BELOW = 2,           /*!< Add text below the image               */
+    L_ADD_LEFT = 3,            /*!< Add text to the left of the image      */
+    L_ADD_RIGHT = 4,           /*!< Add text to the right of the image     */
+    L_ADD_AT_TOP = 5,          /*!< Add text over the top of the image     */
+    L_ADD_AT_BOT = 6,          /*!< Add text over the bottom of the image  */
+    L_ADD_AT_LEFT = 7,         /*!< Add text over left side of the image   */
+    L_ADD_AT_RIGHT = 8         /*!< Add text over right side of the image  */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                       Flags for plotting on a pix                       *
+ *-------------------------------------------------------------------------*/
+/*! Pix Plot */
+enum {
+    L_PLOT_AT_TOP = 1,         /*!< Plot horizontally at top               */
+    L_PLOT_AT_MID_HORIZ = 2,   /*!< Plot horizontally at middle            */
+    L_PLOT_AT_BOT = 3,         /*!< Plot horizontally at bottom            */
+    L_PLOT_AT_LEFT = 4,        /*!< Plot vertically at left                */
+    L_PLOT_AT_MID_VERT = 5,    /*!< Plot vertically at middle              */
+    L_PLOT_AT_RIGHT = 6        /*!< Plot vertically at right               */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                    Flags for making simple masks                        *
+ *-------------------------------------------------------------------------*/
+/*! Mask Generation */
+enum {
+    L_USE_INNER = 1,           /*!< Select the interior part               */
+    L_USE_OUTER = 2            /*!< Select the outer part (e.g., a frame)  */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                   Flags for selecting display program                   *
+ *-------------------------------------------------------------------------*/
+/*! Display Program */
+enum {
+    L_DISPLAY_WITH_XZGV = 1,  /*!< Use xzgv with pixDisplay()              */
+    L_DISPLAY_WITH_XLI = 2,   /*!< Use xli with pixDisplay()               */
+    L_DISPLAY_WITH_XV = 3,    /*!< Use xv with pixDisplay()                */
+    L_DISPLAY_WITH_IV = 4,    /*!< Use irfvanview (win) with pixDisplay()  */
+    L_DISPLAY_WITH_OPEN = 5   /*!< Use open (apple) with pixDisplay()      */
+};
+
+/*-------------------------------------------------------------------------*
+ *    Flag(s) used in the 'special' pix field for non-default operations   *
+ *      - 0 is default for chroma sampling in jpeg                         *
+ *      - 10-19 are used for zlib compression in png write                 *
+ *      - 4 and 8 are used for specifying connectivity in labelling        *
+ *-------------------------------------------------------------------------*/
+/*! Flags used in Pix::special */
+enum {
+    L_NO_CHROMA_SAMPLING_JPEG = 1   /*!< Write full resolution chroma      */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *          Handling negative values in conversion to unsigned int         *
+ *-------------------------------------------------------------------------*/
+/*! Negative Value */
+enum {
+    L_CLIP_TO_ZERO = 1,      /*!< Clip negative values to 0                */
+    L_TAKE_ABSVAL = 2        /*!< Convert to positive using L_ABS()        */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *                        Relative to zero flags                           *
+ *-------------------------------------------------------------------------*/
+/*! Relative To Zero */
+enum {
+    L_LESS_THAN_ZERO = 1,    /*!< Choose values less than zero             */
+    L_EQUAL_TO_ZERO = 2,     /*!< Choose values equal to zero              */
+    L_GREATER_THAN_ZERO = 3  /*!< Choose values greater than zero          */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *         Flags for adding or removing trailing slash from string         *
+ *-------------------------------------------------------------------------*/
+/*! Trailing Slash */
+enum {
+    L_ADD_TRAIL_SLASH = 1,     /*!< Add trailing slash to string           */
+    L_REMOVE_TRAIL_SLASH = 2   /*!< Remove trailing slash from string      */
+};
+
+
+/*-------------------------------------------------------------------------*
+ *               Pix allocator and deallocator function types              *
+ *-------------------------------------------------------------------------*/
+/*! Allocator function type */
+typedef void *(*alloc_fn)(size_t);
+
+/*! Deallocator function type */
+typedef void (*dealloc_fn)(void *);
+
+
+#endif  /* LEPTONICA_PIX_H */
diff --git a/3rdparty/hgOCR/leptonica/pix1.c b/3rdparty/hgOCR/leptonica/pix1.c
new file mode 100644
index 00000000..ca4fe9b2
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pix1.c
@@ -0,0 +1,1877 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pix1.c
+ * 
+ *
+ *    The pixN.c {N = 1,2,3,4,5} files are sorted by the type of operation.
+ *    The primary functions in these files are:
+ *
+ *        pix1.c: constructors, destructors and field accessors
+ *        pix2.c: pixel poking of image, pad and border pixels
+ *        pix3.c: masking and logical ops, counting, mirrored tiling
+ *        pix4.c: histograms, statistics, fg/bg estimation
+ *        pix5.c: property measurements, rectangle extraction
+ *
+ *
+ *    This file has the basic constructors, destructors and field accessors
+ *
+ *    Pix memory management (allows custom allocator and deallocator)
+ *          static void  *pix_malloc()
+ *          static void   pix_free()
+ *          void          setPixMemoryManager()
+ *
+ *    Pix creation
+ *          PIX          *pixCreate()
+ *          PIX          *pixCreateNoInit()
+ *          PIX          *pixCreateTemplate()
+ *          PIX          *pixCreateTemplateNoInit()
+ *          PIX          *pixCreateHeader()
+ *          PIX          *pixClone()
+ *
+ *    Pix destruction
+ *          void          pixDestroy()
+ *          static void   pixFree()
+ *
+ *    Pix copy
+ *          PIX          *pixCopy()
+ *          l_int32       pixResizeImageData()
+ *          l_int32       pixCopyColormap()
+ *          l_int32       pixSizesEqual()
+ *          l_int32       pixTransferAllData()
+ *          l_int32       pixSwapAndDestroy()
+ *
+ *    Pix accessors
+ *          l_int32       pixGetWidth()
+ *          l_int32       pixSetWidth()
+ *          l_int32       pixGetHeight()
+ *          l_int32       pixSetHeight()
+ *          l_int32       pixGetDepth()
+ *          l_int32       pixSetDepth()
+ *          l_int32       pixGetDimensions()
+ *          l_int32       pixSetDimensions()
+ *          l_int32       pixCopyDimensions()
+ *          l_int32       pixGetSpp()
+ *          l_int32       pixSetSpp()
+ *          l_int32       pixCopySpp()
+ *          l_int32       pixGetWpl()
+ *          l_int32       pixSetWpl()
+ *          l_int32       pixGetRefcount()
+ *          l_int32       pixChangeRefcount()
+ *          l_uint32      pixGetXRes()
+ *          l_int32       pixSetXRes()
+ *          l_uint32      pixGetYRes()
+ *          l_int32       pixSetYRes()
+ *          l_int32       pixGetResolution()
+ *          l_int32       pixSetResolution()
+ *          l_int32       pixCopyResolution()
+ *          l_int32       pixScaleResolution()
+ *          l_int32       pixGetInputFormat()
+ *          l_int32       pixSetInputFormat()
+ *          l_int32       pixCopyInputFormat()
+ *          l_int32       pixSetSpecial()
+ *          char         *pixGetText()
+ *          l_int32       pixSetText()
+ *          l_int32       pixAddText()
+ *          l_int32       pixCopyText()
+ *          PIXCMAP      *pixGetColormap()
+ *          l_int32       pixSetColormap()
+ *          l_int32       pixDestroyColormap()
+ *          l_uint32     *pixGetData()
+ *          l_int32       pixSetData()
+ *          l_uint32     *pixExtractData()
+ *          l_int32       pixFreeData()
+ *
+ *    Pix line ptrs
+ *          void        **pixGetLinePtrs()
+ *
+ *    Pix debug
+ *          l_int32       pixPrintStreamInfo()
+ *
+ *
+ *  !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+ *      Important notes on direct management of pix image data
+ *  !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+ *
+ *  Custom allocator and deallocator
+ *  --------------------------------
+ *
+ *  At the lowest level, you can specify the function that does the
+ *  allocation and deallocation of the data field in the pix.
+ *  By default, this is malloc and free.  However, by calling
+ *  setPixMemoryManager(), custom functions can be substituted.
+ *  When using this, keep two things in mind:
+ *
+ *   (1) Call setPixMemoryManager() before any pix have been allocated
+ *   (2) Destroy all pix as usual, in order to prevent leaks.
+ *
+ *  In pixalloc.c, we provide an example custom allocator and deallocator.
+ *  To use it, you must call pmsCreate() before any pix have been allocated
+ *  and pmsDestroy() at the end after all pix have been destroyed.
+ *
+ *
+ *  Direct manipulation of the pix data field
+ *  -----------------------------------------
+ *
+ *  Memory management of the (image) data field in the pix is
+ *  handled differently from that in the colormap or text fields.
+ *  For colormap and text, the functions pixSetColormap() and
+ *  pixSetText() remove the existing heap data and insert the
+ *  new data.  For the image data, pixSetData() just reassigns the
+ *  data field; any existing data will be lost if there isn't
+ *  another handle for it.
+ *
+ *  Why is pixSetData() limited in this way?  Because the image
+ *  data can be very large, we need flexible ways to handle it,
+ *  particularly when you want to re-use the data in a different
+ *  context without making a copy.  Here are some different
+ *  things you might want to do:
+ *
+ *  (1) Use pixCopy(pixd, pixs) where pixd is not the same size
+ *      as pixs.  This will remove the data in pixd, allocate a
+ *      new data field in pixd, and copy the data from pixs, leaving
+ *      pixs unchanged.
+ *
+ *  (2) Use pixTransferAllData(pixd, &pixs, ...) to transfer the
+ *      data from pixs to pixd without making a copy of it.  If
+ *      pixs is not cloned, this will do the transfer and destroy pixs.
+ *      But if the refcount of pixs is greater than 1, it just copies
+ *      the data and decrements the ref count.
+ *
+ *  (3) Use pixSwapAndDestroy(pixd, &pixs) to replace pixs by an
+ *      existing pixd.  This is similar to pixTransferAllData(), but
+ *      simpler, in that it never makes any copies and if pixs is
+ *      cloned, the other references are not changed by this operation.
+ *
+ *  (4) Use pixExtractData() to extract the image data from the pix
+ *      without copying if possible.  This could be used, for example,
+ *      to convert from a pix to some other data structure with minimal
+ *      heap allocation.  After the data is extracated, the pixels can
+ *      be munged and used in another context.  However, the danger
+ *      here is that the pix might have a refcount > 1, in which case
+ *      a copy of the data must be made and the input pix left unchanged.
+ *      If there are no clones, the image data can be extracted without
+ *      a copy, and the data ptr in the pix must be nulled before
+ *      destroying it because the pix will no longer 'own' the data.
+ *
+ *  We have provided accessors and functions here that should be
+ *  sufficient so that you can do anything you want without
+ *  explicitly referencing any of the pix member fields.
+ *
+ *  However, to avoid memory smashes and leaks when doing special operations
+ *  on the pix data field, look carefully at the behavior of the image
+ *  data accessors and keep in mind that when you invoke pixDestroy(),
+ *  the pix considers itself the owner of all its heap data.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static void pixFree(PIX *pix);
+
+
+/*-------------------------------------------------------------------------*
+ *                        Pix Memory Management                            *
+ *                                                                         *
+ *  These functions give you the freedom to specify at compile or run      *
+ *  time the allocator and deallocator to be used for pix.  It has no      *
+ *  effect on memory management for other data structs, which are          *
+ *  controlled by the #defines in environ.h.  Likewise, the #defines       *
+ *  in environ.h have no effect on the pix memory management.              *
+ *  The default functions are malloc and free.  Use setPixMemoryManager()  *
+ *  to specify other functions to use.                                     *
+ *-------------------------------------------------------------------------*/
+
+/*! Pix memory manager */
+    /*
+     * 
+     * Notes:
+     *      (1) The allocator and deallocator function types,
+     *          alloc_fn and dealloc_fn, are defined in pix.h.
+     * 

+     */
+struct PixMemoryManager
+{
+    alloc_fn    allocator;
+    dealloc_fn  deallocator;
+};
+
+/*! Default Pix memory manager */
+static struct PixMemoryManager  pix_mem_manager = {
+    &malloc,
+    &free
+};
+
+static void *
+pix_malloc(size_t  size)
+{
+#ifndef _MSC_VER
+    return (*pix_mem_manager.allocator)(size);
+#else  /* _MSC_VER */
+    /* Under MSVC++, pix_mem_manager is initialized after a call
+     * to pix_malloc.  Just ignore the custom allocator feature. */
+    return malloc(size);
+#endif  /* _MSC_VER */
+}
+
+static void
+pix_free(void  *ptr)
+{
+#ifndef _MSC_VER
+    (*pix_mem_manager.deallocator)(ptr);
+    return;
+#else  /* _MSC_VER */
+    /* Under MSVC++, pix_mem_manager is initialized after a call
+     * to pix_malloc.  Just ignore the custom allocator feature. */
+    free(ptr);
+    return;
+#endif  /* _MSC_VER */
+}
+
+/*!
+ * \brief   setPixMemoryManager()
+ *
+ * \param[in]   allocator    [optional] use NULL to skip
+ * \param[in]   deallocator  [optional] use NULL to skip
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Use this to change the alloc and/or dealloc functions;
+ *          e.g., setPixMemoryManager(my_malloc, my_free).
+ *      (2) The C99 standard (section 6.7.5.3, par. 8) says:
+ *            A declaration of a parameter as "function returning type"
+ *            shall be adjusted to "pointer to function returning type"
+ *          so that it can be in either of these two forms:
+ *            (a) type (function-ptr(type, ...))
+ *            (b) type ((*function-ptr)(type, ...))
+ *          because form (a) is implictly converted to form (b), as in the
+ *          definition of struct PixMemoryManager above.  So, for example,
+ *          we should be able to declare either of these:
+ *            (a) void *(allocator(size_t))
+ *            (b) void *((*allocator)(size_t))
+ *          However, MSVC++ only accepts the second version.
+ * 

+ */
+void
+setPixMemoryManager(alloc_fn   allocator,
+                    dealloc_fn deallocator)
+{
+    if (allocator) pix_mem_manager.allocator = allocator;
+    if (deallocator) pix_mem_manager.deallocator = deallocator;
+    return;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                              Pix Creation                          *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixCreate()
+ *
+ * \param[in]    width, height, depth
+ * \return  pixd with data allocated and initialized to 0,
+ *                    or NULL on error
+ */
+PIX *
+pixCreate(l_int32  width,
+          l_int32  height,
+          l_int32  depth)
+{
+PIX  *pixd;
+
+    PROCNAME("pixCreate");
+
+    if ((pixd = pixCreateNoInit(width, height, depth)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    memset(pixd->data, 0, 4LL * pixd->wpl * pixd->h);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixCreateNoInit()
+ *
+ * \param[in]    width, height, depth
+ * \return  pixd with data allocated but not initialized,
+ *                    or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Must set pad bits to avoid reading uninitialized data, because
+ *          some optimized routines (e.g., pixConnComp()) read from pad bits.
+ * 

+ */
+PIX *
+pixCreateNoInit(l_int32  width,
+                l_int32  height,
+                l_int32  depth)
+{
+l_int32    wpl;
+PIX       *pixd;
+l_uint32  *data;
+
+    PROCNAME("pixCreateNoInit");
+    if ((pixd = pixCreateHeader(width, height, depth)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    wpl = pixGetWpl(pixd);
+    if ((data = (l_uint32 *)pix_malloc(4LL * wpl * height)) == NULL) {
+        pixDestroy(&pixd);
+        return (PIX *)ERROR_PTR("pix_malloc fail for data", procName, NULL);
+    }
+    pixSetData(pixd, data);
+    pixSetPadBits(pixd, 0);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixCreateTemplate()
+ *
+ * \param[in]    pixs
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Makes a Pix of the same size as the input Pix, with the
+ *          data array allocated and initialized to 0.
+ *      (2) Copies the other fields, including colormap if it exists.
+ * 

+ */
+PIX *
+pixCreateTemplate(const PIX  *pixs)
+{
+PIX  *pixd;
+
+    PROCNAME("pixCreateTemplate");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    if ((pixd = pixCreateTemplateNoInit(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    memset(pixd->data, 0, 4LL * pixd->wpl * pixd->h);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixCreateTemplateNoInit()
+ *
+ * \param[in]    pixs
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Makes a Pix of the same size as the input Pix, with
+ *          the data array allocated but not initialized to 0.
+ *      (2) Copies the other fields, including colormap if it exists.
+ * 

+ */
+PIX *
+pixCreateTemplateNoInit(const PIX  *pixs)
+{
+l_int32  w, h, d;
+PIX     *pixd;
+
+    PROCNAME("pixCreateTemplateNoInit");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, &d);
+    if ((pixd = pixCreateNoInit(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopySpp(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixCopyColormap(pixd, pixs);
+    pixCopyText(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixCreateHeader()
+ *
+ * \param[in]    width, height, depth
+ * \return  pixd with no data allocated, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) It is assumed that all 32 bit pix have 3 spp.  If there is
+ *          a valid alpha channel, this will be set to 4 spp later.
+ *      (2) All pixCreate*() functions call pixCreateHeader().
+            If the number of bytes to be allocated is larger than the
+ *          maximum value in an int32, we can get overflow, resulting
+ *          in a smaller amount of memory actually being allocated.
+ *          Later, an attempt to access memory that wasn't allocated will
+ *          cause a crash.  So to avoid crashing a program (or worse)
+ *          with bad (or malicious) input, we limit the requested
+ *          allocation of image data in a typesafe way.
+ * 

+ */
+PIX *
+pixCreateHeader(l_int32  width,
+                l_int32  height,
+                l_int32  depth)
+{
+l_int32   wpl;
+l_uint64  wpl64, bignum;
+PIX      *pixd;
+
+    PROCNAME("pixCreateHeader");
+
+    if ((depth != 1) && (depth != 2) && (depth != 4) && (depth != 8)
+         && (depth != 16) && (depth != 24) && (depth != 32))
+        return (PIX *)ERROR_PTR("depth must be {1, 2, 4, 8, 16, 24, 32}",
+                                procName, NULL);
+    if (width <= 0)
+        return (PIX *)ERROR_PTR("width must be > 0", procName, NULL);
+    if (height <= 0)
+        return (PIX *)ERROR_PTR("height must be > 0", procName, NULL);
+
+        /* Avoid overflow in malloc, malicious or otherwise */
+    wpl64 = ((l_uint64)width * (l_uint64)depth + 31) / 32;
+    if (wpl64 > ((1LL << 29) - 1)) {
+        L_ERROR("requested w = %d, h = %d, d = %d\n",
+                procName, width, height, depth);
+        return (PIX *)ERROR_PTR("wpl >= 2^29", procName, NULL);
+    }
+    wpl = (l_int32)wpl64;
+    bignum = 4LL * wpl * height;   /* number of bytes to be requested */
+    if (bignum > ((1LL << 31) - 1)) {
+        L_ERROR("requested w = %d, h = %d, d = %d\n",
+                procName, width, height, depth);
+        return (PIX *)ERROR_PTR("requested bytes >= 2^31", procName, NULL);
+    }
+
+    pixd = (PIX *)LEPT_CALLOC(1, sizeof(PIX));
+    pixSetWidth(pixd, width);
+    pixSetHeight(pixd, height);
+    pixSetDepth(pixd, depth);
+    pixSetWpl(pixd, wpl);
+    if (depth == 24 || depth == 32)
+        pixSetSpp(pixd, 3);
+    else
+        pixSetSpp(pixd, 1);
+    pixd->refcount = 1;
+    pixd->informat = IFF_UNKNOWN;
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixClone()
+ *
+ * \param[in]    pixs
+ * \return  same pix ptr, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) A "clone" is simply a handle (ptr) to an existing pix.
+ *          It is implemented because (a) images can be large and
+ *          hence expensive to copy, and (b) extra handles to a data
+ *          structure need to be made with a simple policy to avoid
+ *          both double frees and memory leaks.  Pix are reference
+ *          counted.  The side effect of pixClone() is an increase
+ *          by 1 in the ref count.
+ *      (2) The protocol to be used is:
+ *          (a) Whenever you want a new handle to an existing image,
+ *              call pixClone(), which just bumps a ref count.
+ *          (b) Always call pixDestroy() on all handles.  This
+ *              decrements the ref count, nulls the handle, and
+ *              only destroys the pix when pixDestroy() has been
+ *              called on all handles.
+ * 

+ */
+PIX *
+pixClone(PIX  *pixs)
+{
+    PROCNAME("pixClone");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixChangeRefcount(pixs, 1);
+
+    return pixs;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                           Pix Destruction                          *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixDestroy()
+ *
+ * \param[in,out]   ppix     will be set to null before returning
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the pix.
+ *      (2) Always nulls the input ptr.
+ * 

+ */
+void
+pixDestroy(PIX  **ppix)
+{
+PIX  *pix;
+
+    PROCNAME("pixDestroy");
+
+    if (!ppix) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+
+    if ((pix = *ppix) == NULL)
+        return;
+    pixFree(pix);
+    *ppix = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   pixFree()
+ *
+ * \param[in]    pix
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the pix.
+ * 

+ */
+static void
+pixFree(PIX  *pix)
+{
+l_uint32  *data;
+char      *text;
+
+    if (!pix) return;
+
+    pixChangeRefcount(pix, -1);
+    if (pixGetRefcount(pix) <= 0) {
+        if ((data = pixGetData(pix)) != NULL)
+            pix_free(data);
+        if ((text = pixGetText(pix)) != NULL)
+            LEPT_FREE(text);
+        pixDestroyColormap(pix);
+        LEPT_FREE(pix);
+    }
+    return;
+}
+
+
+/*-------------------------------------------------------------------------*
+ *                                 Pix Copy                                *
+ *-------------------------------------------------------------------------*/
+/*!
+ * \brief   pixCopy()
+ *
+ * \param[in]    pixd   [optional] can be null, equal to pixs,
+ *                      different from pixs
+ * \param[in]    pixs
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) There are three cases:
+ *            (a) pixd == null  (makes a new pix; refcount = 1)
+ *            (b) pixd == pixs  (no-op)
+ *            (c) pixd != pixs  (data copy; no change in refcount)
+ *          If the refcount of pixd > 1, case (c) will side-effect
+ *          these handles.
+ *      (2) The general pattern of use is:
+ *             pixd = pixCopy(pixd, pixs);
+ *          This will work for all three cases.
+ *          For clarity when the case is known, you can use:
+ *            (a) pixd = pixCopy(NULL, pixs);
+ *            (c) pixCopy(pixd, pixs);
+ *      (3) For case (c), we check if pixs and pixd are the same
+ *          size (w,h,d).  If so, the data is copied directly.
+ *          Otherwise, the data is reallocated to the correct size
+ *          and the copy proceeds.  The refcount of pixd is unchanged.
+ *      (4) This operation, like all others that may involve a pre-existing
+ *          pixd, will side-effect any existing clones of pixd.
+ * 

+ */
+PIX *
+pixCopy(PIX        *pixd,   /* can be null */
+        const PIX  *pixs)
+{
+l_int32  bytes;
+
+    PROCNAME("pixCopy");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (pixs == pixd)
+        return pixd;
+
+        /* Total bytes in image data */
+    bytes = 4 * pixGetWpl(pixs) * pixGetHeight(pixs);
+
+        /* If we're making a new pix ... */
+    if (!pixd) {
+        if ((pixd = pixCreateTemplate(pixs)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+        memcpy(pixd->data, pixs->data, bytes);
+        return pixd;
+    }
+
+        /* Reallocate image data if sizes are different.  If this fails,
+         * pixd hasn't been changed.  But we want to signal that the copy
+         * failed, so return NULL.  This will cause a memory leak if the
+         * return ptr is assigned to pixd, but that is preferred to proceeding
+         * with an incorrect pixd, and in any event this use case of
+         * pixCopy() -- reallocating into an existing pix -- is infrequent.  */
+    if (pixResizeImageData(pixd, pixs) == 1)
+        return (PIX *)ERROR_PTR("reallocation of data failed", procName, NULL);
+
+        /* Copy non-image data fields */
+    pixCopyColormap(pixd, pixs);
+    pixCopySpp(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyText(pixd, pixs);
+
+        /* Copy image data */
+    memcpy(pixd->data, pixs->data, bytes);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixResizeImageData()
+ *
+ * \param[in]   pixd   gets new uninitialized buffer for image data
+ * \param[in]   pixs   determines the size of the buffer; not changed
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If the sizes of data in pixs and pixd are unequal, this
+ *          frees the existing image data in pixd and allocates
+ *          an uninitialized buffer that will hold the required amount
+ *          of image data in pixs.  The image data from pixs is not
+ *          copied into the new buffer.
+ *      (2) On failure to allocate, pixd is unchanged.
+ * 

+ */
+l_ok
+pixResizeImageData(PIX        *pixd,
+                   const PIX  *pixs)
+{
+l_int32    w, h, d, wpl, bytes;
+l_uint32  *data;
+
+    PROCNAME("pixResizeImageData");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+
+    if (pixSizesEqual(pixs, pixd))  /* nothing to do */
+        return 0;
+
+        /* Make sure we can copy the data */
+    pixGetDimensions(pixs, &w, &h, &d);
+    wpl = pixGetWpl(pixs);
+    bytes = 4 * wpl * h;
+    if ((data = (l_uint32 *)pix_malloc(bytes)) == NULL)
+        return ERROR_INT("pix_malloc fail for data", procName, 1);
+
+        /* OK, do it */
+    pixSetWidth(pixd, w);
+    pixSetHeight(pixd, h);
+    pixSetDepth(pixd, d);
+    pixSetWpl(pixd, wpl);
+    pixFreeData(pixd);  /* free any existing image data */
+    pixSetData(pixd, data);  /* set the uninitialized memory buffer */
+    pixCopyResolution(pixd, pixs);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCopyColormap()
+ *
+ * \param[in]   pixd
+ * \param[in]   pixs   copies the colormap to %pixd
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This destroys the colormap in pixd, unless the operation is a no-op
+ * 

+ */
+l_ok
+pixCopyColormap(PIX        *pixd,
+                const PIX  *pixs)
+{
+l_int32         valid;
+const PIXCMAP  *cmaps;
+PIXCMAP        *cmapd;
+
+    PROCNAME("pixCopyColormap");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (pixs == pixd)
+        return 0;   /* no-op */
+
+    pixDestroyColormap(pixd);
+    if ((cmaps = pixs->colormap) == NULL)  /* not an error */
+        return 0;
+    pixcmapIsValid(cmaps, &valid);
+    if (!valid)
+        return ERROR_INT("cmap not valid", procName, 1);
+
+    if ((cmapd = pixcmapCopy(cmaps)) == NULL)
+        return ERROR_INT("cmapd not made", procName, 1);
+    pixSetColormap(pixd, cmapd);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSizesEqual()
+ *
+ * \param[in]    pix1, pix2
+ * \return  1 if the two pix have same {h, w, d}; 0 otherwise.
+ */
+l_int32
+pixSizesEqual(const PIX  *pix1,
+              const PIX  *pix2)
+{
+    PROCNAME("pixSizesEqual");
+
+    if (!pix1 || !pix2)
+        return ERROR_INT("pix1 and pix2 not both defined", procName, 0);
+
+    if (pix1 == pix2)
+        return 1;
+
+    if ((pixGetWidth(pix1) != pixGetWidth(pix2)) ||
+        (pixGetHeight(pix1) != pixGetHeight(pix2)) ||
+        (pixGetDepth(pix1) != pixGetDepth(pix2)))
+        return 0;
+    else
+        return 1;
+}
+
+
+/*!
+ * \brief   pixTransferAllData()
+ *
+ * \param[in]      pixd        must be different from pixs
+ * \param[in,out]  ppixs       will be nulled if refcount goes to 0
+ * \param[in]      copytext    1 to copy the text field; 0 to skip
+ * \param[in]      copyformat  1 to copy the informat field; 0 to skip
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a complete data transfer from pixs to pixd,
+ *          followed by the destruction of pixs (refcount permitting).
+ *      (2) If the refcount of pixs is 1, pixs is destroyed.  Otherwise,
+ *          the data in pixs is copied (rather than transferred) to pixd.
+ *      (3) This operation, like all others with a pre-existing pixd,
+ *          will side-effect any existing clones of pixd.  The pixd
+ *          refcount does not change.
+ *      (4) When might you use this?  Suppose you have an in-place Pix
+ *          function (returning void) with the typical signature:
+ *              void function-inplace(PIX *pix, ...)
+ *          where "..." are non-pointer input parameters, and suppose
+ *          further that you sometimes want to return an arbitrary Pix
+ *          in place of the input Pix.  There are two ways you can do this:
+ *          (a) The straightforward way is to change the function
+ *              signature to take the address of the Pix ptr:
+ * \code
+ *                  void function-inplace(PIX **ppix, ...) {
+ *                      PIX *pixt = function-makenew(*ppix);
+ *                      pixDestroy(ppix);
+ *                      *ppix = pixt;
+ *                      return;
+ *                  }
+ * \endcode
+ *              Here, the input and returned pix are different, as viewed
+ *              by the calling function, and the inplace function is
+ *              expected to destroy the input pix to avoid a memory leak.
+ *          (b) Keep the signature the same and use pixTransferAllData()
+ *              to return the new Pix in the input Pix struct:
+ * \code
+ *                  void function-inplace(PIX *pix, ...) {
+ *                      PIX *pixt = function-makenew(pix);
+ *                      pixTransferAllData(pix, &pixt, 0, 0);
+ *                               // pixDestroy() is called on pixt
+ *                      return;
+ *                  }
+ * \endcode
+ *              Here, the input and returned pix are the same, as viewed
+ *              by the calling function, and the inplace function must
+ *              never destroy the input pix, because the calling function
+ *              maintains an unchanged handle to it.
+ * 

+ */
+l_ok
+pixTransferAllData(PIX     *pixd,
+                   PIX    **ppixs,
+                   l_int32  copytext,
+                   l_int32  copyformat)
+{
+l_int32  nbytes;
+PIX     *pixs;
+
+    PROCNAME("pixTransferAllData");
+
+    if (!ppixs)
+        return ERROR_INT("&pixs not defined", procName, 1);
+    if ((pixs = *ppixs) == NULL)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (pixs == pixd)  /* no-op */
+        return ERROR_INT("pixd == pixs", procName, 1);
+
+    if (pixGetRefcount(pixs) == 1) {  /* transfer the data, cmap, text */
+        pixFreeData(pixd);  /* dealloc any existing data */
+        pixSetData(pixd, pixGetData(pixs));  /* transfer new data from pixs */
+        pixs->data = NULL;  /* pixs no longer owns data */
+        pixSetColormap(pixd, pixGetColormap(pixs));  /* frees old; sets new */
+        pixs->colormap = NULL;  /* pixs no longer owns colormap */
+        if (copytext) {
+            pixSetText(pixd, pixGetText(pixs));
+            pixSetText(pixs, NULL);
+        }
+    } else {  /* preserve pixs by making a copy of the data, cmap, text */
+        pixResizeImageData(pixd, pixs);
+        nbytes = 4 * pixGetWpl(pixs) * pixGetHeight(pixs);
+        memcpy(pixGetData(pixd), pixGetData(pixs), nbytes);
+        pixCopyColormap(pixd, pixs);
+        if (copytext)
+            pixCopyText(pixd, pixs);
+    }
+
+    pixCopySpp(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixCopyDimensions(pixd, pixs);
+    if (copyformat)
+        pixCopyInputFormat(pixd, pixs);
+
+        /* This will destroy pixs if data was transferred;
+         * otherwise, it just decrements its refcount. */
+    pixDestroy(ppixs);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSwapAndDestroy()
+ *
+ * \param[out]     ppixd   [optional] input pixd can be null,
+ *                         and it must be different from pixs
+ * \param[in,out]  ppixs   will be nulled after the swap
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Simple operation to change the handle name safely.
+ *          After this operation, the original image in pixd has
+ *          been destroyed, pixd points to what was pixs, and
+ *          the input pixs ptr has been nulled.
+ *      (2) This works safely whether or not pixs and pixd are cloned.
+ *          If pixs is cloned, the other handles still point to
+ *          the original image, with the ref count reduced by 1.
+ *      (3) Usage example:
+ * \code
+ *            Pix *pix1 = pixRead("...");
+ *            Pix *pix2 = function(pix1, ...);
+ *            pixSwapAndDestroy(&pix1, &pix2);
+ *            pixDestroy(&pix1);  // holds what was in pix2
+ * \endcode
+ *          Example with clones ([] shows ref count of image generated
+ *                               by the function):
+ * \code
+ *            Pix *pixs = pixRead("...");
+ *            Pix *pix1 = pixClone(pixs);
+ *            Pix *pix2 = function(pix1, ...);   [1]
+ *            Pix *pix3 = pixClone(pix2);   [1] --> [2]
+ *            pixSwapAndDestroy(&pix1, &pix2);
+ *            pixDestroy(&pixs);  // still holds read image
+ *            pixDestroy(&pix1);  // holds what was in pix2  [2] --> [1]
+ *            pixDestroy(&pix3);  // holds what was in pix2  [1] --> [0]
+ * \endcode
+ * 

+ */
+l_ok
+pixSwapAndDestroy(PIX  **ppixd,
+                  PIX  **ppixs)
+{
+    PROCNAME("pixSwapAndDestroy");
+
+    if (!ppixd)
+        return ERROR_INT("&pixd not defined", procName, 1);
+    if (!ppixs)
+        return ERROR_INT("&pixs not defined", procName, 1);
+    if (*ppixs == NULL)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (ppixs == ppixd)  /* no-op */
+        return ERROR_INT("&pixd == &pixs", procName, 1);
+
+    pixDestroy(ppixd);
+    *ppixd = pixClone(*ppixs);
+    pixDestroy(ppixs);
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                                Accessors                           *
+ *--------------------------------------------------------------------*/
+l_int32
+pixGetWidth(const PIX  *pix)
+{
+    PROCNAME("pixGetWidth");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+
+    return pix->w;
+}
+
+
+l_int32
+pixSetWidth(PIX     *pix,
+            l_int32  width)
+{
+    PROCNAME("pixSetWidth");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (width < 0) {
+        pix->w = 0;
+        return ERROR_INT("width must be >= 0", procName, 1);
+    }
+
+    pix->w = width;
+    return 0;
+}
+
+
+l_int32
+pixGetHeight(const PIX  *pix)
+{
+    PROCNAME("pixGetHeight");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+
+    return pix->h;
+}
+
+
+l_int32
+pixSetHeight(PIX     *pix,
+             l_int32  height)
+{
+    PROCNAME("pixSetHeight");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (height < 0) {
+        pix->h = 0;
+        return ERROR_INT("h must be >= 0", procName, 1);
+    }
+
+    pix->h = height;
+    return 0;
+}
+
+
+l_int32
+pixGetDepth(const PIX  *pix)
+{
+    PROCNAME("pixGetDepth");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+
+    return pix->d;
+}
+
+
+l_int32
+pixSetDepth(PIX     *pix,
+            l_int32  depth)
+{
+    PROCNAME("pixSetDepth");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (depth < 1)
+        return ERROR_INT("d must be >= 1", procName, 1);
+
+    pix->d = depth;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetDimensions()
+ *
+ * \param[in]    pix
+ * \param[out]   pw, ph, pd    [optional] each can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixGetDimensions(const PIX  *pix,
+                 l_int32    *pw,
+                 l_int32    *ph,
+                 l_int32    *pd)
+{
+    PROCNAME("pixGetDimensions");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pd) *pd = 0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (pw) *pw = pix->w;
+    if (ph) *ph = pix->h;
+    if (pd) *pd = pix->d;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetDimensions()
+ *
+ * \param[in]    pix
+ * \param[in]    w, h, d   use 0 to skip the setting for any of these
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixSetDimensions(PIX     *pix,
+                 l_int32  w,
+                 l_int32  h,
+                 l_int32  d)
+{
+    PROCNAME("pixSetDimensions");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (w > 0) pixSetWidth(pix, w);
+    if (h > 0) pixSetHeight(pix, h);
+    if (d > 0) pixSetDepth(pix, d);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCopyDimensions()
+ *
+ * \param[in]   pixd
+ * \param[in]   pixs
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixCopyDimensions(PIX        *pixd,
+                  const PIX  *pixs)
+{
+    PROCNAME("pixCopyDimensions");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixs == pixd)
+        return 0;   /* no-op */
+
+    pixSetWidth(pixd, pixGetWidth(pixs));
+    pixSetHeight(pixd, pixGetHeight(pixs));
+    pixSetDepth(pixd, pixGetDepth(pixs));
+    pixSetWpl(pixd, pixGetWpl(pixs));
+    return 0;
+}
+
+
+l_int32
+pixGetSpp(const PIX  *pix)
+{
+    PROCNAME("pixGetSpp");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+
+    return pix->spp;
+}
+
+
+/*
+ * \brief   pixSetSpp()
+ *
+ * \param[in]   pix
+ * \param[in]   spp   1, 3 or 4 samples
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For a 32 bpp pix, this can be used to ignore the
+ *          alpha sample (spp == 3) or to use it (spp == 4).
+ *          For example, to write a spp == 4 image without the alpha
+ *          sample (as an rgb pix), call pixSetSpp(pix, 3) and
+ *          then write it out as a png.
+ * 

+ */
+l_int32
+pixSetSpp(PIX     *pix,
+          l_int32  spp)
+{
+    PROCNAME("pixSetSpp");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (spp < 1)
+        return ERROR_INT("spp must be >= 1", procName, 1);
+
+    pix->spp = spp;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCopySpp()
+ *
+ * \param[in]   pixd
+ * \param[in]   pixs
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixCopySpp(PIX        *pixd,
+           const PIX  *pixs)
+{
+    PROCNAME("pixCopySpp");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixs == pixd)
+        return 0;   /* no-op */
+
+    pixSetSpp(pixd, pixGetSpp(pixs));
+    return 0;
+}
+
+
+l_int32
+pixGetWpl(const PIX  *pix)
+{
+    PROCNAME("pixGetWpl");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+    return pix->wpl;
+}
+
+
+l_int32
+pixSetWpl(PIX     *pix,
+          l_int32  wpl)
+{
+    PROCNAME("pixSetWpl");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pix->wpl = wpl;
+    return 0;
+}
+
+
+l_int32
+pixGetRefcount(const PIX  *pix)
+{
+    PROCNAME("pixGetRefcount");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+    return pix->refcount;
+}
+
+
+l_int32
+pixChangeRefcount(PIX     *pix,
+                  l_int32  delta)
+{
+    PROCNAME("pixChangeRefcount");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pix->refcount += delta;
+    return 0;
+}
+
+
+l_int32
+pixGetXRes(const PIX  *pix)
+{
+    PROCNAME("pixGetXRes");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+    return pix->xres;
+}
+
+
+l_int32
+pixSetXRes(PIX     *pix,
+           l_int32  res)
+{
+    PROCNAME("pixSetXRes");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pix->xres = res;
+    return 0;
+}
+
+
+l_int32
+pixGetYRes(const PIX  *pix)
+{
+    PROCNAME("pixGetYRes");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+    return pix->yres;
+}
+
+
+l_int32
+pixSetYRes(PIX     *pix,
+           l_int32  res)
+{
+    PROCNAME("pixSetYRes");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pix->yres = res;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetResolution()
+ *
+ * \param[in]    pix
+ * \param[out]   pxres, pyres   [optional] each can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixGetResolution(const PIX  *pix,
+                 l_int32    *pxres,
+                 l_int32    *pyres)
+{
+    PROCNAME("pixGetResolution");
+
+    if (pxres) *pxres = 0;
+    if (pyres) *pyres = 0;
+    if (!pxres && !pyres)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (pxres) *pxres = pix->xres;
+    if (pyres) *pyres = pix->yres;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetResolution()
+ *
+ * \param[in]   pix
+ * \param[in]   xres, yres   use 0 to skip setting a value for either of these
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixSetResolution(PIX     *pix,
+                 l_int32  xres,
+                 l_int32  yres)
+{
+    PROCNAME("pixSetResolution");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (xres > 0) pix->xres = xres;
+    if (yres > 0) pix->yres = yres;
+    return 0;
+}
+
+
+l_int32
+pixCopyResolution(PIX        *pixd,
+                  const PIX  *pixs)
+{
+    PROCNAME("pixCopyResolution");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (pixs == pixd)
+        return 0;   /* no-op */
+
+    pixSetXRes(pixd, pixGetXRes(pixs));
+    pixSetYRes(pixd, pixGetYRes(pixs));
+    return 0;
+}
+
+
+l_int32
+pixScaleResolution(PIX       *pix,
+                   l_float32  xscale,
+                   l_float32  yscale)
+{
+    PROCNAME("pixScaleResolution");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if (pix->xres != 0 && pix->yres != 0) {
+        pix->xres = (l_uint32)(xscale * (l_float32)(pix->xres) + 0.5);
+        pix->yres = (l_uint32)(yscale * (l_float32)(pix->yres) + 0.5);
+    }
+    return 0;
+}
+
+
+l_int32
+pixGetInputFormat(const PIX  *pix)
+{
+    PROCNAME("pixGetInputFormat");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+    return pix->informat;
+}
+
+
+l_int32
+pixSetInputFormat(PIX     *pix,
+                  l_int32  informat)
+{
+    PROCNAME("pixSetInputFormat");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pix->informat = informat;
+    return 0;
+}
+
+
+l_int32
+pixCopyInputFormat(PIX        *pixd,
+                   const PIX  *pixs)
+{
+    PROCNAME("pixCopyInputFormat");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (pixs == pixd)
+        return 0;   /* no-op */
+
+    pixSetInputFormat(pixd, pixGetInputFormat(pixs));
+    return 0;
+}
+
+
+l_int32
+pixSetSpecial(PIX     *pix,
+              l_int32  special)
+{
+    PROCNAME("pixSetSpecial");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pix->special = special;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetText()
+ *
+ * \param[in]   pix
+ * \return  ptr to existing text string
+ *
+ * 
+ * Notes:
+ *      (1) The text string belongs to the pix:
+ *          * the caller must NOT free it
+ *          * it must not be used after the pix is destroyed
+ * 

+ */
+char *
+pixGetText(PIX  *pix)
+{
+    PROCNAME("pixGetText");
+
+    if (!pix)
+        return (char *)ERROR_PTR("pix not defined", procName, NULL);
+    return pix->text;
+}
+
+
+/*!
+ * \brief   pixSetText()
+ *
+ * \param[in]   pix
+ * \param[in]   textstring   can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This removes any existing textstring and puts a copy of
+ *          the input textstring there.
+ * 

+ */
+l_ok
+pixSetText(PIX         *pix,
+           const char  *textstring)
+{
+    PROCNAME("pixSetText");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    stringReplace(&pix->text, textstring);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixAddText()
+ *
+ * \param[in]    pix
+ * \param[in]    textstring   can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This adds the new textstring to any existing text.
+ *      (2) Either or both the existing text and the new text
+ *          string can be null.
+ * 

+ */
+l_ok
+pixAddText(PIX         *pix,
+           const char  *textstring)
+{
+char  *newstring;
+
+    PROCNAME("pixAddText");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    newstring = stringJoin(pixGetText(pix), textstring);
+    stringReplace(&pix->text, newstring);
+    LEPT_FREE(newstring);
+    return 0;
+}
+
+
+l_int32
+pixCopyText(PIX        *pixd,
+            const PIX  *pixs)
+{
+    PROCNAME("pixCopyText");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (pixs == pixd)
+        return 0;   /* no-op */
+
+    pixSetText(pixd, pixs->text);
+    return 0;
+}
+
+
+PIXCMAP *
+pixGetColormap(PIX  *pix)
+{
+    PROCNAME("pixGetColormap");
+
+    if (!pix)
+        return (PIXCMAP *)ERROR_PTR("pix not defined", procName, NULL);
+    return pix->colormap;
+}
+
+
+/*!
+ * \brief   pixSetColormap()
+ *
+ * \param[in]   pix
+ * \param[in]   colormap   to be assigned
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) Unlike with the pix data field, pixSetColormap() destroys
+ *          any existing colormap before assigning the new one.
+ *          Because colormaps are not ref counted, it is important that
+ *          the new colormap does not belong to any other pix.
+ * 

+ */
+l_ok
+pixSetColormap(PIX      *pix,
+               PIXCMAP  *colormap)
+{
+    PROCNAME("pixSetColormap");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixDestroyColormap(pix);
+    pix->colormap = colormap;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixDestroyColormap()
+ *
+ * \param[in]   pix
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixDestroyColormap(PIX  *pix)
+{
+PIXCMAP  *cmap;
+
+    PROCNAME("pixDestroyColormap");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if ((cmap = pix->colormap) != NULL) {
+        pixcmapDestroy(&cmap);
+        pix->colormap = NULL;
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetData()
+ *
+ * \param[in]    pix
+ * \return  ptr to image data
+ *
+ * 
+ * Notes:
+ *      (1) This gives a new handle for the data.  The data is still
+ *          owned by the pix, so do not call LEPT_FREE() on it.
+ * 

+ */
+l_uint32 *
+pixGetData(PIX  *pix)
+{
+    PROCNAME("pixGetData");
+
+    if (!pix)
+        return (l_uint32 *)ERROR_PTR("pix not defined", procName, NULL);
+    return pix->data;
+}
+
+
+/*!
+ * \brief   pixSetData()
+ *
+ * \param[in]   pix
+ * \param[in]   data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does not free any existing data.  To free existing
+ *          data, use pixFreeData() before pixSetData().
+ * 

+ */
+l_int32
+pixSetData(PIX       *pix,
+           l_uint32  *data)
+{
+    PROCNAME("pixSetData");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pix->data = data;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixExtractData()
+ *
+ * \param[in]   pix
+ * \return  ptr to data, or null on error
+ *
+ * 
+ * Notes:
+ *      (1) This extracts the pix image data for use in another context.
+ *          The caller still needs to use pixDestroy() on the input pix.
+ *      (2) If refcount == 1, the data is extracted and the
+ *          pix->data ptr is set to NULL.
+ *      (3) If refcount > 1, this simply returns a copy of the data,
+ *          using the pix allocator, and leaving the input pix unchanged.
+ * 

+ */
+l_uint32 *
+pixExtractData(PIX  *pixs)
+{
+l_int32    count, bytes;
+l_uint32  *data, *datas;
+
+    PROCNAME("pixExtractData");
+
+    if (!pixs)
+        return (l_uint32 *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    count = pixGetRefcount(pixs);
+    if (count == 1) {  /* extract */
+        data = pixGetData(pixs);
+        pixSetData(pixs, NULL);
+    } else {  /* refcount > 1; copy */
+        bytes = 4 * pixGetWpl(pixs) * pixGetHeight(pixs);
+        datas = pixGetData(pixs);
+        if ((data = (l_uint32 *)pix_malloc(bytes)) == NULL)
+            return (l_uint32 *)ERROR_PTR("data not made", procName, NULL);
+        memcpy(data, datas, bytes);
+    }
+
+    return data;
+}
+
+
+/*!
+ * \brief   pixFreeData()
+ *
+ * \param[in]   pix
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This frees the data and sets the pix data ptr to null.
+ *          It should be used before pixSetData() in the situation where
+ *          you want to free any existing data before doing
+ *          a subsequent assignment with pixSetData().
+ * 

+ */
+l_int32
+pixFreeData(PIX  *pix)
+{
+l_uint32  *data;
+
+    PROCNAME("pixFreeData");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if ((data = pixGetData(pix)) != NULL) {
+        pix_free(data);
+        pix->data = NULL;
+    }
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                          Pix line ptrs                             *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixGetLinePtrs()
+ *
+ * \param[in]    pix
+ * \param[out]   psize   [optional] array size, which is the pix height
+ * \return  array of line ptrs, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is intended to be used for fast random pixel access.
+ *          For example, for an 8 bpp image,
+ *              val = GET_DATA_BYTE(lines8[i], j);
+ *          is equivalent to, but much faster than,
+ *              pixGetPixel(pix, j, i, &val);
+ *      (2) How much faster?  For 1 bpp, it's from 6 to 10x faster.
+ *          For 8 bpp, it's an amazing 30x faster.  So if you are
+ *          doing random access over a substantial part of the image,
+ *          use this line ptr array.
+ *      (3) When random access is used in conjunction with a stack,
+ *          queue or heap, the overall computation time depends on
+ *          the operations performed on each struct that is popped
+ *          or pushed, and whether we are using a priority queue (O(logn))
+ *          or a queue or stack (O(1)).  For example, for maze search,
+ *          the overall ratio of time for line ptrs vs. pixGet/Set* is
+ *             Maze type     Type                   Time ratio
+ *               binary      queue                     0.4
+ *               gray        heap (priority queue)     0.6
+ *      (4) Because this returns a void** and the accessors take void*,
+ *          the compiler cannot check the pointer types.  It is
+ *          strongly recommended that you adopt a naming scheme for
+ *          the returned ptr arrays that indicates the pixel depth.
+ *          (This follows the original intent of Simonyi's "Hungarian"
+ *          application notation, where naming is used proactively
+ *          to make errors visibly obvious.)  By doing this, you can
+ *          tell by inspection if the correct accessor is used.
+ *          For example, for an 8 bpp pixg:
+ *              void **lineg8 = pixGetLinePtrs(pixg, NULL);
+ *              val = GET_DATA_BYTE(lineg8[i], j);  // fast access; BYTE, 8
+ *              ...
+ *              LEPT_FREE(lineg8);  // don't forget this
+ *      (5) These are convenient for accessing bytes sequentially in an
+ *          8 bpp grayscale image.  People who write image processing code
+ *          on 8 bpp images are accustomed to grabbing pixels directly out
+ *          of the raster array.  Note that for little endians, you first
+ *          need to reverse the byte order in each 32-bit word.
+ *          Here's a typical usage pattern:
+ *              pixEndianByteSwap(pix);   // always safe; no-op on big-endians
+ *              l_uint8 **lineptrs = (l_uint8 **)pixGetLinePtrs(pix, NULL);
+ *              pixGetDimensions(pix, &w, &h, NULL);
+ *              for (i = 0; i < h; i++) {
+ *                  l_uint8 *line = lineptrs[i];
+ *                  for (j = 0; j < w; j++) {
+ *                      val = line[j];
+ *                      ...
+ *                  }
+ *              }
+ *              pixEndianByteSwap(pix);  // restore big-endian order
+ *              LEPT_FREE(lineptrs);
+ *          This can be done even more simply as follows:
+ *              l_uint8 **lineptrs = pixSetupByteProcessing(pix, &w, &h);
+ *              for (i = 0; i < h; i++) {
+ *                  l_uint8 *line = lineptrs[i];
+ *                  for (j = 0; j < w; j++) {
+ *                      val = line[j];
+ *                      ...
+ *                  }
+ *              }
+ *              pixCleanupByteProcessing(pix, lineptrs);
+ * 

+ */
+void **
+pixGetLinePtrs(PIX      *pix,
+               l_int32  *psize)
+{
+l_int32    i, h, wpl;
+l_uint32  *data;
+void     **lines;
+
+    PROCNAME("pixGetLinePtrs");
+
+    if (psize) *psize = 0;
+    if (!pix)
+        return (void **)ERROR_PTR("pix not defined", procName, NULL);
+
+    h = pixGetHeight(pix);
+    if (psize) *psize = h;
+    if ((lines = (void **)LEPT_CALLOC(h, sizeof(void *))) == NULL)
+        return (void **)ERROR_PTR("lines not made", procName, NULL);
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    for (i = 0; i < h; i++)
+        lines[i] = (void *)(data + i * wpl);
+
+    return lines;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                    Print output for debugging                      *
+ *--------------------------------------------------------------------*/
+extern const char *ImageFileFormatExtensions[];
+
+/*!
+ * \brief   pixPrintStreamInfo()
+ *
+ * \param[in]    fp    file stream
+ * \param[in]    pix
+ * \param[in]    text  [optional] identifying string; can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixPrintStreamInfo(FILE        *fp,
+                   const PIX   *pix,
+                   const char  *text)
+{
+l_int32         informat;
+const PIXCMAP  *cmap;
+
+    PROCNAME("pixPrintStreamInfo");
+
+    if (!fp)
+        return ERROR_INT("fp not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if (text)
+        fprintf(fp, "  Pix Info for %s:\n", text);
+    fprintf(fp, "    width = %d, height = %d, depth = %d, spp = %d\n",
+            pixGetWidth(pix), pixGetHeight(pix), pixGetDepth(pix),
+            pixGetSpp(pix));
+    fprintf(fp, "    wpl = %d, data = %p, refcount = %d\n",
+            pixGetWpl(pix), pix->data, pixGetRefcount(pix));
+    fprintf(fp, "    xres = %d, yres = %d\n", pixGetXRes(pix), pixGetYRes(pix));
+    if ((cmap = pix->colormap) != NULL)
+        pixcmapWriteStream(fp, cmap);
+    else
+        fprintf(fp, "    no colormap\n");
+    informat = pixGetInputFormat(pix);
+    fprintf(fp, "    input format: %d (%s)\n", informat,
+            ImageFileFormatExtensions[informat]);
+    if (pix->text != NULL)
+        fprintf(fp, "    text: %s\n", pix->text);
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/pix2.c b/3rdparty/hgOCR/leptonica/pix2.c
new file mode 100644
index 00000000..1f037364
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pix2.c
@@ -0,0 +1,3390 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pix2.c
+ * 
+ *
+ *    This file has these basic operations:
+ *
+ *      (1) Get and set: individual pixels, full image, rectangular region,
+ *          pad pixels, border pixels, and color components for RGB
+ *      (2) Add and remove border pixels
+ *      (3) Endian byte swaps
+ *      (4) Simple method for byte-processing images (instead of words)
+ *
+ *      Pixel poking
+ *           l_int32     pixGetPixel()
+ *           l_int32     pixSetPixel()
+ *           l_int32     pixGetRGBPixel()
+ *           l_int32     pixSetRGBPixel()
+ *           l_int32     pixGetRandomPixel()
+ *           l_int32     pixClearPixel()
+ *           l_int32     pixFlipPixel()
+ *           void        setPixelLow()
+ *
+ *      Find black or white value
+ *           l_int32     pixGetBlackOrWhiteVal()
+ *
+ *      Full image clear/set/set-to-arbitrary-value
+ *           l_int32     pixClearAll()
+ *           l_int32     pixSetAll()
+ *           l_int32     pixSetAllGray()
+ *           l_int32     pixSetAllArbitrary()
+ *           l_int32     pixSetBlackOrWhite()
+ *           l_int32     pixSetComponentArbitrary()
+ *
+ *      Rectangular region clear/set/set-to-arbitrary-value/blend
+ *           l_int32     pixClearInRect()
+ *           l_int32     pixSetInRect()
+ *           l_int32     pixSetInRectArbitrary()
+ *           l_int32     pixBlendInRect()
+ *
+ *      Set pad bits
+ *           l_int32     pixSetPadBits()
+ *           l_int32     pixSetPadBitsBand()
+ *
+ *      Assign border pixels
+ *           l_int32     pixSetOrClearBorder()
+ *           l_int32     pixSetBorderVal()
+ *           l_int32     pixSetBorderRingVal()
+ *           l_int32     pixSetMirroredBorder()
+ *           PIX        *pixCopyBorder()
+ *
+ *      Add and remove border
+ *           PIX        *pixAddBorder()
+ *           PIX        *pixAddBlackOrWhiteBorder()
+ *           PIX        *pixAddBorderGeneral()
+ *           PIX        *pixRemoveBorder()
+ *           PIX        *pixRemoveBorderGeneral()
+ *           PIX        *pixRemoveBorderToSize()
+ *           PIX        *pixAddMirroredBorder()
+ *           PIX        *pixAddRepeatedBorder()
+ *           PIX        *pixAddMixedBorder()
+ *           PIX        *pixAddContinuedBorder()
+ *
+ *      Helper functions using alpha
+ *           l_int32     pixShiftAndTransferAlpha()
+ *           PIX        *pixDisplayLayersRGBA()
+ *
+ *      Color sample setting and extraction
+ *           PIX        *pixCreateRGBImage()
+ *           PIX        *pixGetRGBComponent()
+ *           l_int32     pixSetRGBComponent()
+ *           PIX        *pixGetRGBComponentCmap()
+ *           l_int32     pixCopyRGBComponent()
+ *           l_int32     composeRGBPixel()
+ *           l_int32     composeRGBAPixel()
+ *           void        extractRGBValues()
+ *           void        extractRGBAValues()
+ *           l_int32     extractMinMaxComponent()
+ *           l_int32     pixGetRGBLine()
+ *
+ *      Conversion between big and little endians
+ *           PIX        *pixEndianByteSwapNew()
+ *           l_int32     pixEndianByteSwap()
+ *           l_int32     lineEndianByteSwap()
+ *           PIX        *pixEndianTwoByteSwapNew()
+ *           l_int32     pixEndianTwoByteSwap()
+ *
+ *      Extract raster data as binary string
+ *           l_int32     pixGetRasterData()
+ *
+ *      Test alpha component opaqueness
+ *           l_int32     pixAlphaIsOpaque
+ *
+ *      Setup helpers for 8 bpp byte processing
+ *           l_uint8   **pixSetupByteProcessing()
+ *           l_int32     pixCleanupByteProcessing()
+ *
+ *      Setting parameters for antialias masking with alpha transforms
+ *           void        l_setAlphaMaskBorder()
+ * 

+ */
+
+
+#include 
+#include "allheaders.h"
+
+static const l_uint32 rmask32[] = {0x0,
+    0x00000001, 0x00000003, 0x00000007, 0x0000000f,
+    0x0000001f, 0x0000003f, 0x0000007f, 0x000000ff,
+    0x000001ff, 0x000003ff, 0x000007ff, 0x00000fff,
+    0x00001fff, 0x00003fff, 0x00007fff, 0x0000ffff,
+    0x0001ffff, 0x0003ffff, 0x0007ffff, 0x000fffff,
+    0x001fffff, 0x003fffff, 0x007fffff, 0x00ffffff,
+    0x01ffffff, 0x03ffffff, 0x07ffffff, 0x0fffffff,
+    0x1fffffff, 0x3fffffff, 0x7fffffff, 0xffffffff};
+
+    /* This is a global that determines the default 8 bpp alpha mask values
+     * for rings at distance 1 and 2 from the border.  Declare extern
+     * to use.  To change the values, use l_setAlphaMaskBorder(). */
+LEPT_DLL l_float32  AlphaMaskBorderVals[2] = {0.0, 0.5};
+
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_SERIALIZE        0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*-------------------------------------------------------------*
+ *                         Pixel poking                        *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixGetPixel()
+ *
+ * \param[in]    pix
+ * \param[in]    x,y    pixel coords
+ * \param[out]   pval   pixel value
+ * \return  0 if OK; 1 or 2 on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns the value in the data array.  If the pix is
+ *          colormapped, it returns the colormap index, not the rgb value.
+ *      (2) Because of the function overhead and the parameter checking,
+ *          this is much slower than using the GET_DATA_*() macros directly.
+ *          Speed on a 1 Mpixel RGB image, using a 3 GHz machine:
+ *            * pixGet/pixSet: ~25 Mpix/sec
+ *            * GET_DATA/SET_DATA: ~350 MPix/sec
+ *          If speed is important and you're doing random access into
+ *          the pix, use pixGetLinePtrs() and the array access macros.
+ *      (3) If the point is outside the image, this returns an error (2),
+ *          with 0 in %pval.  To avoid spamming output, it fails silently.
+ * 

+ */
+l_ok
+pixGetPixel(PIX       *pix,
+            l_int32    x,
+            l_int32    y,
+            l_uint32  *pval)
+{
+l_int32    w, h, d, wpl, val;
+l_uint32  *line, *data;
+
+    PROCNAME("pixGetPixel");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, &d);
+    if (x < 0 || x >= w || y < 0 || y >= h)
+        return 2;
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    line = data + y * wpl;
+    switch (d)
+    {
+    case 1:
+        val = GET_DATA_BIT(line, x);
+        break;
+    case 2:
+        val = GET_DATA_DIBIT(line, x);
+        break;
+    case 4:
+        val = GET_DATA_QBIT(line, x);
+        break;
+    case 8:
+        val = GET_DATA_BYTE(line, x);
+        break;
+    case 16:
+        val = GET_DATA_TWO_BYTES(line, x);
+        break;
+    case 32:
+        val = line[x];
+        break;
+    default:
+        return ERROR_INT("depth must be in {1,2,4,8,16,32} bpp", procName, 1);
+    }
+
+    *pval = val;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetPixel()
+ *
+ * \param[in]    pix
+ * \param[in]    x,y   pixel coords
+ * \param[in]    val   value to be inserted
+ * \return  0 if OK; 1 or 2 on error
+ *
+ * 
+ * Notes:
+ *      (1) Warning: the input value is not checked for overflow with respect
+ *          the the depth of %pix, and the sign bit (if any) is ignored.
+ *          * For d == 1, %val > 0 sets the bit on.
+ *          * For d == 2, 4, 8 and 16, %val is masked to the maximum allowable
+ *            pixel value, and any (invalid) higher order bits are discarded.
+ *      (2) See pixGetPixel() for information on performance.
+ *      (3) If the point is outside the image, this returns an error (2),
+ *          with 0 in %pval.  To avoid spamming output, it fails silently.
+ * 

+ */
+l_ok
+pixSetPixel(PIX      *pix,
+            l_int32   x,
+            l_int32   y,
+            l_uint32  val)
+{
+l_int32    w, h, d, wpl;
+l_uint32  *line, *data;
+
+    PROCNAME("pixSetPixel");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (x < 0 || x >= w || y < 0 || y >= h)
+        return 2;
+
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    line = data + y * wpl;
+    switch (d)
+    {
+    case 1:
+        if (val)
+            SET_DATA_BIT(line, x);
+        else
+            CLEAR_DATA_BIT(line, x);
+        break;
+    case 2:
+        SET_DATA_DIBIT(line, x, val);
+        break;
+    case 4:
+        SET_DATA_QBIT(line, x, val);
+        break;
+    case 8:
+        SET_DATA_BYTE(line, x, val);
+        break;
+    case 16:
+        SET_DATA_TWO_BYTES(line, x, val);
+        break;
+    case 32:
+        line[x] = val;
+        break;
+    default:
+        return ERROR_INT("depth must be in {1,2,4,8,16,32} bpp", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRGBPixel()
+ *
+ * \param[in]    pix    32 bpp rgb, not colormapped
+ * \param[in]    x,y    pixel coords
+ * \param[out]   prval  [optional] red component
+ * \param[out]   pgval  [optional] green component
+ * \param[out]   pbval  [optional] blue component
+ * \return  0 if OK; 1 or 2 on error
+ *
+ * Notes:
+ *      (1) If the point is outside the image, this returns an error (2),
+ *          with 0 in %pval.  To avoid spamming output, it fails silently.
+ */
+l_ok
+pixGetRGBPixel(PIX      *pix,
+               l_int32   x,
+               l_int32   y,
+               l_int32  *prval,
+               l_int32  *pgval,
+               l_int32  *pbval)
+{
+l_int32    w, h, d, wpl;
+l_uint32  *data, *ppixel;
+
+    PROCNAME("pixGetRGBPixel");
+
+    if (prval) *prval = 0;
+    if (pgval) *pgval = 0;
+    if (pbval) *pbval = 0;
+    if (!prval && !pgval && !pbval)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 32)
+        return ERROR_INT("pix not 32 bpp", procName, 1);
+    if (x < 0 || x >= w || y < 0 || y >= h)
+        return 2;
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    ppixel = data + y * wpl + x;
+    if (prval) *prval = GET_DATA_BYTE(ppixel, COLOR_RED);
+    if (pgval) *pgval = GET_DATA_BYTE(ppixel, COLOR_GREEN);
+    if (pbval) *pbval = GET_DATA_BYTE(ppixel, COLOR_BLUE);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetRGBPixel()
+ *
+ * \param[in]    pix    32 bpp rgb
+ * \param[in]    x,y    pixel coords
+ * \param[in]    rval   red component
+ * \param[in]    gval   green component
+ * \param[in]    bval   blue component
+ * \return  0 if OK; 1 or 2 on error
+ *
+ * Notes:
+ *      (1) If the point is outside the image, this returns an error (2),
+ *          with 0 in %pval.  To avoid spamming output, it fails silently.
+ */
+l_ok
+pixSetRGBPixel(PIX     *pix,
+               l_int32  x,
+               l_int32  y,
+               l_int32  rval,
+               l_int32  gval,
+               l_int32  bval)
+{
+l_int32    w, h, d, wpl;
+l_uint32   pixel;
+l_uint32  *data, *line;
+
+    PROCNAME("pixSetRGBPixel");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 32)
+        return ERROR_INT("pix not 32 bpp", procName, 1);
+    if (x < 0 || x >= w || y < 0 || y >= h)
+        return 2;
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    line = data + y * wpl;
+    composeRGBPixel(rval, gval, bval, &pixel);
+    *(line + x) = pixel;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRandomPixel()
+ *
+ * \param[in]    pix    any depth; can be colormapped
+ * \param[out]   pval   [optional] pixel value
+ * \param[out]   px     [optional] x coordinate chosen; can be null
+ * \param[out]   py     [optional] y coordinate chosen; can be null
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If the pix is colormapped, it returns the rgb value.
+ * 

+ */
+l_ok
+pixGetRandomPixel(PIX       *pix,
+                  l_uint32  *pval,
+                  l_int32   *px,
+                  l_int32   *py)
+{
+l_int32   w, h, x, y, rval, gval, bval;
+l_uint32  val;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixGetRandomPixel");
+
+    if (pval) *pval = 0;
+    if (px) *px = 0;
+    if (py) *py = 0;
+    if (!pval && !px && !py)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    x = rand() % w;
+    y = rand() % h;
+    if (px) *px = x;
+    if (py) *py = y;
+    if (pval) {
+        pixGetPixel(pix, x, y, &val);
+        if ((cmap = pixGetColormap(pix)) != NULL) {
+            pixcmapGetColor(cmap, val, &rval, &gval, &bval);
+            composeRGBPixel(rval, gval, bval, pval);
+        } else {
+            *pval = val;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixClearPixel()
+ *
+ * \param[in]    pix   any depth; warning if colormapped
+ * \param[in]    x,y   pixel coords
+ * \return  0 if OK; 1 or 2 on error.
+ *
+ * Notes:
+ *      (1) If the point is outside the image, this returns an error (2),
+ *          with 0 in %pval.  To avoid spamming output, it fails silently.
+ */
+l_ok
+pixClearPixel(PIX     *pix,
+              l_int32  x,
+              l_int32  y)
+{
+l_int32    w, h, d, wpl;
+l_uint32  *line, *data;
+
+    PROCNAME("pixClearPixel");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (pixGetColormap(pix))
+        L_WARNING("cmapped: setting to 0 may not be intended\n", procName);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (x < 0 || x >= w || y < 0 || y >= h)
+        return 2;
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    line = data + y * wpl;
+    switch (d)
+    {
+    case 1:
+        CLEAR_DATA_BIT(line, x);
+        break;
+    case 2:
+        CLEAR_DATA_DIBIT(line, x);
+        break;
+    case 4:
+        CLEAR_DATA_QBIT(line, x);
+        break;
+    case 8:
+        SET_DATA_BYTE(line, x, 0);
+        break;
+    case 16:
+        SET_DATA_TWO_BYTES(line, x, 0);
+        break;
+    case 32:
+        line[x] = 0;
+        break;
+    default:
+        return ERROR_INT("depth must be in {1,2,4,8,16,32} bpp", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixFlipPixel()
+ *
+ * \param[in]    pix   any depth, warning if colormapped
+ * \param[in]    x,y   pixel coords
+ * \return  0 if OK; 1 or 2 on error
+ *
+ * Notes:
+ *      (1) If the point is outside the image, this returns an error (2),
+ *          with 0 in %pval.  To avoid spamming output, it fails silently.
+ */
+l_ok
+pixFlipPixel(PIX     *pix,
+             l_int32  x,
+             l_int32  y)
+{
+l_int32    w, h, d, wpl;
+l_uint32   val;
+l_uint32  *line, *data;
+
+    PROCNAME("pixFlipPixel");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (pixGetColormap(pix))
+        L_WARNING("cmapped: setting to 0 may not be intended\n", procName);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (x < 0 || x >= w || y < 0 || y >= h)
+        return 2;
+
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    line = data + y * wpl;
+    switch (d)
+    {
+    case 1:
+        val = GET_DATA_BIT(line, x);
+        if (val)
+            CLEAR_DATA_BIT(line, x);
+        else
+            SET_DATA_BIT(line, x);
+        break;
+    case 2:
+        val = GET_DATA_DIBIT(line, x);
+        val ^= 0x3;
+        SET_DATA_DIBIT(line, x, val);
+        break;
+    case 4:
+        val = GET_DATA_QBIT(line, x);
+        val ^= 0xf;
+        SET_DATA_QBIT(line, x, val);
+        break;
+    case 8:
+        val = GET_DATA_BYTE(line, x);
+        val ^= 0xff;
+        SET_DATA_BYTE(line, x, val);
+        break;
+    case 16:
+        val = GET_DATA_TWO_BYTES(line, x);
+        val ^= 0xffff;
+        SET_DATA_TWO_BYTES(line, x, val);
+        break;
+    case 32:
+        val = line[x] ^ 0xffffffff;
+        line[x] = val;
+        break;
+    default:
+        return ERROR_INT("depth must be in {1,2,4,8,16,32} bpp", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   setPixelLow()
+ *
+ * \param[in]    line    ptr to beginning of line,
+ * \param[in]    x       pixel location in line
+ * \param[in]    depth   bpp
+ * \param[in]    val     to be inserted
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Caution: input variables are not checked!
+ * 

+ */
+void
+setPixelLow(l_uint32  *line,
+            l_int32    x,
+            l_int32    depth,
+            l_uint32   val)
+{
+    switch (depth)
+    {
+    case 1:
+        if (val)
+            SET_DATA_BIT(line, x);
+        else
+            CLEAR_DATA_BIT(line, x);
+        break;
+    case 2:
+        SET_DATA_DIBIT(line, x, val);
+        break;
+    case 4:
+        SET_DATA_QBIT(line, x, val);
+        break;
+    case 8:
+        SET_DATA_BYTE(line, x, val);
+        break;
+    case 16:
+        SET_DATA_TWO_BYTES(line, x, val);
+        break;
+    case 32:
+        line[x] = val;
+        break;
+    default:
+        fprintf(stderr, "illegal depth in setPixelLow()\n");
+    }
+
+    return;
+}
+
+
+/*-------------------------------------------------------------*
+ *                     Find black or white value               *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixGetBlackOrWhiteVal()
+ *
+ * \param[in]    pixs    all depths; cmap ok
+ * \param[in]    op      L_GET_BLACK_VAL, L_GET_WHITE_VAL
+ * \param[out]   pval    pixel value
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Side effect.  For a colormapped image, if the requested
+ *          color is not present and there is room to add it in the cmap,
+ *          it is added and the new index is returned.  If there is no room,
+ *          the index of the closest color in intensity is returned.
+ * 

+ */
+l_ok
+pixGetBlackOrWhiteVal(PIX       *pixs,
+                      l_int32    op,
+                      l_uint32  *pval)
+{
+l_int32   d, val;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixGetBlackOrWhiteVal");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (op != L_GET_BLACK_VAL && op != L_GET_WHITE_VAL)
+        return ERROR_INT("invalid op", procName, 1);
+
+    cmap = pixGetColormap(pixs);
+    d = pixGetDepth(pixs);
+    if (!cmap) {
+        if ((d == 1 && op == L_GET_WHITE_VAL) ||
+            (d > 1 && op == L_GET_BLACK_VAL)) {  /* min val */
+            val = 0;
+        } else {  /* max val */
+            val = (d == 32) ? 0xffffff00 : (1 << d) - 1;
+        }
+    } else {  /* handle colormap */
+        if (op == L_GET_BLACK_VAL)
+            pixcmapAddBlackOrWhite(cmap, 0, &val);
+        else  /* L_GET_WHITE_VAL */
+            pixcmapAddBlackOrWhite(cmap, 1, &val);
+    }
+    *pval = val;
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *     Full image clear/set/set-to-arbitrary-value/invert      *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixClearAll()
+ *
+ * \param[in]    pix    all depths; use cmapped with caution
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Clears all data to 0.  For 1 bpp, this is white; for grayscale
+ *          or color, this is black.
+ *      (2) Caution: for colormapped pix, this sets the color to the first
+ *          one in the colormap.  Be sure that this is the intended color!
+ * 

+ */
+l_ok
+pixClearAll(PIX  *pix)
+{
+    PROCNAME("pixClearAll");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixRasterop(pix, 0, 0, pixGetWidth(pix), pixGetHeight(pix),
+                PIX_CLR, NULL, 0, 0);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetAll()
+ *
+ * \param[in]    pix     all depths; use cmapped with caution
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Sets all data to 1.  For 1 bpp, this is black; for grayscale
+ *          or color, this is white.
+ *      (2) Caution: for colormapped pix, this sets the pixel value to the
+ *          maximum value supported by the colormap: 2^d - 1.  However, this
+ *          color may not be defined, because the colormap may not be full.
+ * 

+ */
+l_ok
+pixSetAll(PIX  *pix)
+{
+l_int32   n;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixSetAll");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if ((cmap = pixGetColormap(pix)) != NULL) {
+        n = pixcmapGetCount(cmap);
+        if (n < cmap->nalloc)  /* cmap is not full */
+            return ERROR_INT("cmap entry does not exist", procName, 1);
+    }
+
+    pixRasterop(pix, 0, 0, pixGetWidth(pix), pixGetHeight(pix),
+                PIX_SET, NULL, 0, 0);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetAllGray()
+ *
+ * \param[in]    pix       all depths, cmap ok
+ * \param[in]    grayval   in range 0 ... 255
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) N.B.  For all images, %grayval == 0 represents black and
+ *          %grayval == 255 represents white.
+ *      (2) For depth < 8, we do our best to approximate the gray level.
+ *          For 1 bpp images, any %grayval < 128 is black; >= 128 is white.
+ *          For 32 bpp images, each r,g,b component is set to %grayval,
+ *          and the alpha component is preserved.
+ *      (3) If pix is colormapped, it adds the gray value, replicated in
+ *          all components, to the colormap if it's not there and there
+ *          is room.  If the colormap is full, it finds the closest color in
+ *          L2 distance of components.  This index is written to all pixels.
+ * 

+ */
+l_ok
+pixSetAllGray(PIX     *pix,
+              l_int32  grayval)
+{
+l_int32   d, spp, index;
+l_uint32  val32;
+PIX      *alpha;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixSetAllGray");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (grayval < 0) {
+        L_WARNING("grayval < 0; setting to 0\n", procName);
+        grayval = 0;
+    } else if (grayval > 255) {
+        L_WARNING("grayval > 255; setting to 255\n", procName);
+        grayval = 255;
+    }
+
+        /* Handle the colormap case */
+    cmap = pixGetColormap(pix);
+    if (cmap) {
+        pixcmapAddNearestColor(cmap, grayval, grayval, grayval, &index);
+        pixSetAllArbitrary(pix, index);
+        return 0;
+    }
+
+        /* Non-cmapped */
+    d = pixGetDepth(pix);
+    spp = pixGetSpp(pix);
+    if (d == 1) {
+        if (grayval < 128)  /* black */
+            pixSetAll(pix);
+        else
+            pixClearAll(pix);  /* white */
+    } else if (d < 8) {
+        grayval >>= 8 - d;
+        pixSetAllArbitrary(pix, grayval);
+    } else if (d == 8) {
+        pixSetAllArbitrary(pix, grayval);
+    } else if (d == 16) {
+        grayval |= (grayval << 8);
+        pixSetAllArbitrary(pix, grayval);
+    } else if (d == 32 && spp == 3) {
+        composeRGBPixel(grayval, grayval, grayval, &val32);
+        pixSetAllArbitrary(pix, val32);
+    } else if (d == 32 && spp == 4) {
+        alpha = pixGetRGBComponent(pix, L_ALPHA_CHANNEL);
+        composeRGBPixel(grayval, grayval, grayval, &val32);
+        pixSetAllArbitrary(pix, val32);
+        pixSetRGBComponent(pix, alpha, L_ALPHA_CHANNEL);
+        pixDestroy(&alpha);
+    } else {
+        L_ERROR("invalid depth: %d\n", procName, d);
+        return 1;
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetAllArbitrary()
+ *
+ * \param[in]    pix    all depths; use cmapped with caution
+ * \param[in]    val    value to set all pixels
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Caution 1!  For colormapped pix, %val is used as an index
+ *          into a colormap.  Be sure that index refers to the intended color.
+ *          If the color is not in the colormap, you should first add it
+ *          and then call this function.
+ *      (2) Caution 2!  For 32 bpp pix, the interpretation of the LSB
+ *          of %val depends on whether spp == 3 (RGB) or spp == 4 (RGBA).
+ *          For RGB, the LSB is ignored in image transformations.
+ *          For RGBA, the LSB is interpreted as the alpha (transparency)
+ *          component; full transparency has alpha == 0x0, whereas
+ *          full opacity has alpha = 0xff.  An RGBA image with full
+ *          opacity behaves like an RGB image.
+ *      (3) As an example of (2), suppose you want to initialize a 32 bpp
+ *          pix with partial opacity, say 0xee337788.  If the pix is 3 spp,
+ *          the 0x88 alpha component will be ignored and may be changed
+ *          in subsequent processing.  However, if the pix is 4 spp, the
+ *          alpha component will be retained and used. The function
+ *          pixCreate(w, h, 32) makes an RGB image by default, and
+ *          pixSetSpp(pix, 4) can be used to promote an RGB image to RGBA.
+ * 

+ */
+l_ok
+pixSetAllArbitrary(PIX      *pix,
+                   l_uint32  val)
+{
+l_int32    n, i, j, w, h, d, wpl, npix;
+l_uint32   maxval, wordval;
+l_uint32  *data, *line;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixSetAllArbitrary");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+        /* If colormapped, make sure that val is less than the size
+         * of the cmap array. */
+    if ((cmap = pixGetColormap(pix)) != NULL) {
+        n = pixcmapGetCount(cmap);
+        if (val >= n) {
+            L_WARNING("index not in colormap; using last color\n", procName);
+            val = n - 1;
+        }
+    }
+
+        /* Make sure val isn't too large for the pixel depth.
+         * If it is too large, set the pixel color to white.  */
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d < 32) {
+        maxval = (1 << d) - 1;
+        if (val > maxval) {
+            L_WARNING("val = %d too large for depth; using maxval = %d\n",
+                      procName, val, maxval);
+            val = maxval;
+        }
+    }
+
+        /* Set up word to tile with */
+    wordval = 0;
+    npix = 32 / d;    /* number of pixels per 32 bit word */
+    for (j = 0; j < npix; j++)
+        wordval |= (val << (j * d));
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    for (i = 0; i < h; i++) {
+        line = data + i * wpl;
+        for (j = 0; j < wpl; j++) {
+            *(line + j) = wordval;
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetBlackOrWhite()
+ *
+ * \param[in]    pixs    all depths; cmap ok
+ * \param[in]    op      L_SET_BLACK, L_SET_WHITE
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Function for setting all pixels in an image to either black
+ *          or white.
+ *      (2) If pixs is colormapped, it adds black or white to the
+ *          colormap if it's not there and there is room.  If the colormap
+ *          is full, it finds the closest color in intensity.
+ *          This index is written to all pixels.
+ * 

+ */
+l_ok
+pixSetBlackOrWhite(PIX     *pixs,
+                   l_int32  op)
+{
+l_int32   d, index;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixSetBlackOrWhite");
+
+    if (!pixs)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (op != L_SET_BLACK && op != L_SET_WHITE)
+        return ERROR_INT("invalid op", procName, 1);
+
+    cmap = pixGetColormap(pixs);
+    d = pixGetDepth(pixs);
+    if (!cmap) {
+        if ((d == 1 && op == L_SET_BLACK) || (d > 1 && op == L_SET_WHITE))
+            pixSetAll(pixs);
+        else
+            pixClearAll(pixs);
+    } else {  /* handle colormap */
+        if (op == L_SET_BLACK)
+            pixcmapAddBlackOrWhite(cmap, 0, &index);
+        else  /* L_SET_WHITE */
+            pixcmapAddBlackOrWhite(cmap, 1, &index);
+        pixSetAllArbitrary(pixs, index);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetComponentArbitrary()
+ *
+ * \param[in]    pix    32 bpp
+ * \param[in]    comp   COLOR_RED, COLOR_GREEN, COLOR_BLUE, L_ALPHA_CHANNEL
+ * \param[in]    val    value to set this component
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For example, this can be used to set the alpha component to opaque:
+ *              pixSetComponentArbitrary(pix, L_ALPHA_CHANNEL, 255)
+ * 

+ */
+l_ok
+pixSetComponentArbitrary(PIX     *pix,
+                         l_int32  comp,
+                         l_int32  val)
+{
+l_int32    i, nwords;
+l_uint32   mask1, mask2;
+l_uint32  *data;
+
+    PROCNAME("pixSetComponentArbitrary");
+
+    if (!pix || pixGetDepth(pix) != 32)
+        return ERROR_INT("pix not defined or not 32 bpp", procName, 1);
+    if (comp != COLOR_RED && comp != COLOR_GREEN && comp != COLOR_BLUE &&
+        comp != L_ALPHA_CHANNEL)
+        return ERROR_INT("invalid component", procName, 1);
+    if (val < 0 || val > 255)
+        return ERROR_INT("val not in [0 ... 255]", procName, 1);
+
+    mask1 = ~(255 << (8 * (3 - comp)));
+    mask2 = val << (8 * (3 - comp));
+    nwords = pixGetHeight(pix) * pixGetWpl(pix);
+    data = pixGetData(pix);
+    for (i = 0; i < nwords; i++) {
+        data[i] &= mask1;  /* clear out the component */
+        data[i] |= mask2;  /* insert the new component value */
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *     Rectangular region clear/set/set-to-arbitrary-value     *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixClearInRect()
+ *
+ * \param[in]    pix   all depths; can be cmapped
+ * \param[in]    box   in which all pixels will be cleared
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Clears all data in rect to 0.  For 1 bpp, this is white;
+ *          for grayscale or color, this is black.
+ *      (2) Caution: for colormapped pix, this sets the color to the first
+ *          one in the colormap.  Be sure that this is the intended color!
+ * 

+ */
+l_ok
+pixClearInRect(PIX  *pix,
+               BOX  *box)
+{
+l_int32  x, y, w, h;
+
+    PROCNAME("pixClearInRect");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+
+    boxGetGeometry(box, &x, &y, &w, &h);
+    pixRasterop(pix, x, y, w, h, PIX_CLR, NULL, 0, 0);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetInRect()
+ *
+ * \param[in]    pix   all depths, can be cmapped
+ * \param[in]    box   in which all pixels will be set
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Sets all data in rect to 1.  For 1 bpp, this is black;
+ *          for grayscale or color, this is white.
+ *      (2) Caution: for colormapped pix, this sets the pixel value to the
+ *          maximum value supported by the colormap: 2^d - 1.  However, this
+ *          color may not be defined, because the colormap may not be full.
+ * 

+ */
+l_ok
+pixSetInRect(PIX  *pix,
+             BOX  *box)
+{
+l_int32   n, x, y, w, h;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixSetInRect");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    if ((cmap = pixGetColormap(pix)) != NULL) {
+        n = pixcmapGetCount(cmap);
+        if (n < cmap->nalloc)  /* cmap is not full */
+            return ERROR_INT("cmap entry does not exist", procName, 1);
+    }
+
+    boxGetGeometry(box, &x, &y, &w, &h);
+    pixRasterop(pix, x, y, w, h, PIX_SET, NULL, 0, 0);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetInRectArbitrary()
+ *
+ * \param[in]    pix   all depths; can be cmapped
+ * \param[in]    box   in which all pixels will be set to val
+ * \param[in]    val   value to set all pixels
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For colormapped pix, be sure the value is the intended
+ *          one in the colormap.
+ *      (2) Caution: for colormapped pix, this sets each pixel in the
+ *          rect to the color at the index equal to val.  Be sure that
+ *          this index exists in the colormap and that it is the intended one!
+ * 

+ */
+l_ok
+pixSetInRectArbitrary(PIX      *pix,
+                      BOX      *box,
+                      l_uint32  val)
+{
+l_int32    n, x, y, xstart, xend, ystart, yend, bw, bh, w, h, d, wpl, maxval;
+l_uint32  *data, *line;
+BOX       *boxc;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixSetInRectArbitrary");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d !=8 && d != 16 && d != 32)
+        return ERROR_INT("depth must be in {1,2,4,8,16,32} bpp", procName, 1);
+    if ((cmap = pixGetColormap(pix)) != NULL) {
+        n = pixcmapGetCount(cmap);
+        if (val >= n) {
+            L_WARNING("index not in colormap; using last color\n", procName);
+            val = n - 1;
+        }
+    }
+
+    maxval = (d == 32) ? 0xffffff00 : (1 << d) - 1;
+    if (val > maxval) val = maxval;
+
+        /* Handle the simple cases: the min and max values */
+    if (val == 0) {
+        pixClearInRect(pix, box);
+        return 0;
+    }
+    if (d == 1 ||
+        (d == 2 && val == 3) ||
+        (d == 4 && val == 0xf) ||
+        (d == 8 && val == 0xff) ||
+        (d == 16 && val == 0xffff) ||
+        (d == 32 && ((val ^ 0xffffff00) >> 8 == 0))) {
+        pixSetInRect(pix, box);
+        return 0;
+    }
+
+        /* Find the overlap of box with the input pix */
+    if ((boxc = boxClipToRectangle(box, w, h)) == NULL)
+        return ERROR_INT("no overlap of box with image", procName, 1);
+    boxGetGeometry(boxc, &xstart, &ystart, &bw, &bh);
+    xend = xstart + bw - 1;
+    yend = ystart + bh - 1;
+    boxDestroy(&boxc);
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    for (y = ystart; y <= yend; y++) {
+        line = data + y * wpl;
+        for (x = xstart; x <= xend; x++) {
+            switch(d)
+            {
+            case 2:
+                SET_DATA_DIBIT(line, x, val);
+                break;
+            case 4:
+                SET_DATA_QBIT(line, x, val);
+                break;
+            case 8:
+                SET_DATA_BYTE(line, x, val);
+                break;
+            case 16:
+                SET_DATA_TWO_BYTES(line, x, val);
+                break;
+            case 32:
+                line[x] = val;
+                break;
+            default:
+                return ERROR_INT("depth not 2|4|8|16|32 bpp", procName, 1);
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixBlendInRect()
+ *
+ * \param[in]    pixs   32 bpp rgb
+ * \param[in]    box    [optional] in which all pixels will be blended
+ * \param[in]    val    blend value; 0xrrggbb00
+ * \param[in]    fract  fraction of color to be blended with each pixel in pixs
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place function.  It blends the input color %val
+ *          with the pixels in pixs in the specified rectangle.
+ *          If no rectangle is specified, it blends over the entire image.
+ * 

+ */
+l_ok
+pixBlendInRect(PIX       *pixs,
+               BOX       *box,
+               l_uint32   val,
+               l_float32  fract)
+{
+l_int32    i, j, bx, by, bw, bh, w, h, wpls;
+l_int32    prval, pgval, pbval, rval, gval, bval;
+l_uint32   val32;
+l_uint32  *datas, *lines;
+
+    PROCNAME("pixBlendInRect");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not defined or not 32 bpp", procName, 1);
+
+    extractRGBValues(val, &rval, &gval, &bval);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if (!box) {
+        for (i = 0; i < h; i++) {   /* scan over box */
+            lines = datas +  i * wpls;
+            for (j = 0; j < w; j++) {
+                val32 = *(lines + j);
+                extractRGBValues(val32, &prval, &pgval, &pbval);
+                prval = (l_int32)((1. - fract) * prval + fract * rval);
+                pgval = (l_int32)((1. - fract) * pgval + fract * gval);
+                pbval = (l_int32)((1. - fract) * pbval + fract * bval);
+                composeRGBPixel(prval, pgval, pbval, &val32);
+                *(lines + j) = val32;
+            }
+        }
+        return 0;
+    }
+
+    boxGetGeometry(box, &bx, &by, &bw, &bh);
+    for (i = 0; i < bh; i++) {   /* scan over box */
+        if (by + i < 0 || by + i >= h) continue;
+        lines = datas + (by + i) * wpls;
+        for (j = 0; j < bw; j++) {
+            if (bx + j < 0 || bx + j >= w) continue;
+            val32 = *(lines + bx + j);
+            extractRGBValues(val32, &prval, &pgval, &pbval);
+            prval = (l_int32)((1. - fract) * prval + fract * rval);
+            pgval = (l_int32)((1. - fract) * pgval + fract * gval);
+            pbval = (l_int32)((1. - fract) * pbval + fract * bval);
+            composeRGBPixel(prval, pgval, pbval, &val32);
+            *(lines + bx + j) = val32;
+        }
+    }
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *                         Set pad bits                        *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixSetPadBits()
+ *
+ * \param[in]    pix   1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    val   0 or 1
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pad bits are the bits that expand each scanline to a
+ *          multiple of 32 bits.  They are usually not used in
+ *          image processing operations.  When boundary conditions
+ *          are important, as in seedfill, they must be set properly.
+ *      (2) This sets the value of the pad bits (if any) in the last
+ *          32-bit word in each scanline.
+ *      (3) For 32 bpp pix, there are no pad bits, so this is a no-op.
+ *      (4) When writing formatted output, such as tiff, png or jpeg,
+ *          the pad bits have no effect on the raster image that is
+ *          generated by reading back from the file.  However, in some
+ *          cases, the compressed file itself will depend on the pad
+ *          bits.  This is seen, for example, in Windows with 2 and 4 bpp
+ *          tiff-compressed images that have pad bits on each scanline.
+ *          It is sometimes convenient to use a golden file with a
+ *          byte-by-byte check to verify invariance.  Consequently,
+ *          and because setting the pad bits is cheap, the pad bits are
+ *          set to 0 before writing these compressed files.
+ * 

+ */
+l_ok
+pixSetPadBits(PIX     *pix,
+              l_int32  val)
+{
+l_int32    i, w, h, d, wpl, endbits, fullwords;
+l_uint32   mask;
+l_uint32  *data, *pword;
+
+    PROCNAME("pixSetPadBits");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d == 32)  /* no padding exists for 32 bpp */
+        return 0;
+
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    endbits = 32 - (((l_int64)w * d) % 32);
+    if (endbits == 32)  /* no partial word */
+        return 0;
+    fullwords = (1LL * w * d) / 32;
+    mask = rmask32[endbits];
+    if (val == 0)
+        mask = ~mask;
+
+    for (i = 0; i < h; i++) {
+        pword = data + i * wpl + fullwords;
+        if (val == 0) /* clear */
+            *pword = *pword & mask;
+        else  /* set */
+            *pword = *pword | mask;
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetPadBitsBand()
+ *
+ * \param[in]    pix   1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    by    starting y value of band
+ * \param[in]    bh    height of band
+ * \param[in]    val   0 or 1
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pad bits are the bits that expand each scanline to a
+ *          multiple of 32 bits.  They are usually not used in
+ *          image processing operations.  When boundary conditions
+ *          are important, as in seedfill, they must be set properly.
+ *      (2) This sets the value of the pad bits (if any) in the last
+ *          32-bit word in each scanline, within the specified
+ *          band of raster lines.
+ *      (3) For 32 bpp pix, there are no pad bits, so this is a no-op.
+ * 

+ */
+l_ok
+pixSetPadBitsBand(PIX     *pix,
+                  l_int32  by,
+                  l_int32  bh,
+                  l_int32  val)
+{
+l_int32    i, w, h, d, wpl, endbits, fullwords;
+l_uint32   mask;
+l_uint32  *data, *pword;
+
+    PROCNAME("pixSetPadBitsBand");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d == 32)  /* no padding exists for 32 bpp */
+        return 0;
+
+    if (by < 0)
+        by = 0;
+    if (by >= h)
+        return ERROR_INT("start y not in image", procName, 1);
+    if (by + bh > h)
+        bh = h - by;
+
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    endbits = 32 - (((l_int64)w * d) % 32);
+    if (endbits == 32)  /* no partial word */
+        return 0;
+    fullwords = (l_int64)w * d / 32;
+
+    mask = rmask32[endbits];
+    if (val == 0)
+        mask = ~mask;
+
+    for (i = by; i < by + bh; i++) {
+        pword = data + i * wpl + fullwords;
+        if (val == 0) /* clear */
+            *pword = *pword & mask;
+        else  /* set */
+            *pword = *pword | mask;
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *                       Set border pixels                     *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixSetOrClearBorder()
+ *
+ * \param[in]    pixs   all depths
+ * \param[in]    left,  right, top, bot amount to set or clear
+ * \param[in]    op     operation PIX_SET or PIX_CLR
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The border region is defined to be the region in the
+ *          image within a specific distance of each edge.  Here, we
+ *          allow the pixels within a specified distance of each
+ *          edge to be set independently.  This either sets or
+ *          clears all pixels in the border region.
+ *      (2) For binary images, use PIX_SET for black and PIX_CLR for white.
+ *      (3) For grayscale or color images, use PIX_SET for white
+ *          and PIX_CLR for black.
+ * 

+ */
+l_ok
+pixSetOrClearBorder(PIX     *pixs,
+                    l_int32  left,
+                    l_int32  right,
+                    l_int32  top,
+                    l_int32  bot,
+                    l_int32  op)
+{
+l_int32  w, h;
+
+    PROCNAME("pixSetOrClearBorder");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (op != PIX_SET && op != PIX_CLR)
+        return ERROR_INT("op must be PIX_SET or PIX_CLR", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixRasterop(pixs, 0, 0, left, h, op, NULL, 0, 0);
+    pixRasterop(pixs, w - right, 0, right, h, op, NULL, 0, 0);
+    pixRasterop(pixs, 0, 0, w, top, op, NULL, 0, 0);
+    pixRasterop(pixs, 0, h - bot, w, bot, op, NULL, 0, 0);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetBorderVal()
+ *
+ * \param[in]    pixs                   8, 16 or 32 bpp
+ * \param[in]    left, right, top, bot  amount to set
+ * \param[in]    val                    value to set at each border pixel
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The border region is defined to be the region in the
+ *          image within a specific distance of each edge.  Here, we
+ *          allow the pixels within a specified distance of each
+ *          edge to be set independently.  This sets the pixels
+ *          in the border region to the given input value.
+ *      (2) For efficiency, use pixSetOrClearBorder() if
+ *          you're setting the border to either black or white.
+ *      (3) If d != 32, the input value should be masked off
+ *          to the appropriate number of least significant bits.
+ *      (4) The code is easily generalized for 2 or 4 bpp.
+ * 

+ */
+l_ok
+pixSetBorderVal(PIX      *pixs,
+                l_int32   left,
+                l_int32   right,
+                l_int32   top,
+                l_int32   bot,
+                l_uint32  val)
+{
+l_int32    w, h, d, wpls, i, j, bstart, rstart;
+l_uint32  *datas, *lines;
+
+    PROCNAME("pixSetBorderVal");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && d != 16 && d != 32)
+        return ERROR_INT("depth must be 8, 16 or 32 bpp", procName, 1);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if (d == 8) {
+        val &= 0xff;
+        for (i = 0; i < top; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++)
+                SET_DATA_BYTE(lines, j, val);
+        }
+        rstart = w - right;
+        bstart = h - bot;
+        for (i = top; i < bstart; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < left; j++)
+                SET_DATA_BYTE(lines, j, val);
+            for (j = rstart; j < w; j++)
+                SET_DATA_BYTE(lines, j, val);
+        }
+        for (i = bstart; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++)
+                SET_DATA_BYTE(lines, j, val);
+        }
+    } else if (d == 16) {
+        val &= 0xffff;
+        for (i = 0; i < top; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++)
+                SET_DATA_TWO_BYTES(lines, j, val);
+        }
+        rstart = w - right;
+        bstart = h - bot;
+        for (i = top; i < bstart; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < left; j++)
+                SET_DATA_TWO_BYTES(lines, j, val);
+            for (j = rstart; j < w; j++)
+                SET_DATA_TWO_BYTES(lines, j, val);
+        }
+        for (i = bstart; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++)
+                SET_DATA_TWO_BYTES(lines, j, val);
+        }
+    } else {   /* d == 32 */
+        for (i = 0; i < top; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++)
+                *(lines + j) = val;
+        }
+        rstart = w - right;
+        bstart = h - bot;
+        for (i = top; i < bstart; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < left; j++)
+                *(lines + j) = val;
+            for (j = rstart; j < w; j++)
+                *(lines + j) = val;
+        }
+        for (i = bstart; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++)
+                *(lines + j) = val;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetBorderRingVal()
+ *
+ * \param[in]    pixs    any depth; cmap OK
+ * \param[in]    dist    distance from outside; must be > 0; first ring is 1
+ * \param[in]    val     value to set at each border pixel
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The rings are single-pixel-wide rectangular sets of
+ *          pixels at a given distance from the edge of the pix.
+ *          This sets all pixels in a given ring to a value.
+ * 

+ */
+l_ok
+pixSetBorderRingVal(PIX      *pixs,
+                    l_int32   dist,
+                    l_uint32  val)
+{
+l_int32  w, h, d, i, j, xend, yend;
+
+    PROCNAME("pixSetBorderRingVal");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (dist < 1)
+        return ERROR_INT("dist must be > 0", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (w < 2 * dist + 1 || h < 2 * dist + 1)
+        return ERROR_INT("ring doesn't exist", procName, 1);
+    if (d < 32 && (val >= (1 << d)))
+        return ERROR_INT("invalid pixel value", procName, 1);
+
+    xend = w - dist;
+    yend = h - dist;
+    for (j = dist - 1; j <= xend; j++)
+        pixSetPixel(pixs, j, dist - 1, val);
+    for (j = dist - 1; j <= xend; j++)
+        pixSetPixel(pixs, j, yend, val);
+    for (i = dist - 1; i <= yend; i++)
+        pixSetPixel(pixs, dist - 1, i, val);
+    for (i = dist - 1; i <= yend; i++)
+        pixSetPixel(pixs, xend, i, val);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetMirroredBorder()
+ *
+ * \param[in]    pixs                   all depths; colormap ok
+ * \param[in]    left, right, top, bot  number of pixels to set
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This applies what is effectively mirror boundary conditions
+ *          to a border region in the image.  It is in-place.
+ *      (2) This is useful for setting pixels near the border to a
+ *          value representative of the near pixels to the interior.
+ *      (3) The general pixRasterop() is used for an in-place operation here
+ *          because there is no overlap between the src and dest rectangles.
+ * 

+ */
+l_ok
+pixSetMirroredBorder(PIX     *pixs,
+                     l_int32  left,
+                     l_int32  right,
+                     l_int32  top,
+                     l_int32  bot)
+{
+l_int32  i, j, w, h;
+
+    PROCNAME("pixSetMirroredBorder");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    for (j = 0; j < left; j++)
+        pixRasterop(pixs, left - 1 - j, top, 1, h - top - bot, PIX_SRC,
+                    pixs, left + j, top);
+    for (j = 0; j < right; j++)
+        pixRasterop(pixs, w - right + j, top, 1, h - top - bot, PIX_SRC,
+                    pixs, w - right - 1 - j, top);
+    for (i = 0; i < top; i++)
+        pixRasterop(pixs, 0, top - 1 - i, w, 1, PIX_SRC,
+                    pixs, 0, top + i);
+    for (i = 0; i < bot; i++)
+        pixRasterop(pixs, 0, h - bot + i, w, 1, PIX_SRC,
+                    pixs, 0, h - bot - 1 - i);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCopyBorder()
+ *
+ * \param[in]    pixd                   all depths; colormap ok; can be NULL
+ * \param[in]    pixs                   same depth and size as pixd
+ * \param[in]    left, right, top, bot  number of pixels to copy
+ * \return  pixd, or NULL on error if pixd is not defined
+ *
+ * 
+ * Notes:
+ *      (1) pixd can be null, but otherwise it must be the same size
+ *          and depth as pixs.  Always returns pixd.
+ *      (2) This is useful in situations where by setting a few border
+ *          pixels we can avoid having to copy all pixels in pixs into
+ *          pixd as an initialization step for some operation.
+ *          Nevertheless, for safety, if making a new pixd, all the
+ *          non-border pixels are initialized to 0.
+ * 

+ */
+PIX *
+pixCopyBorder(PIX     *pixd,
+              PIX     *pixs,
+              l_int32  left,
+              l_int32  right,
+              l_int32  top,
+              l_int32  bot)
+{
+l_int32  w, h;
+
+    PROCNAME("pixCopyBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+
+    if (pixd) {
+        if (pixd == pixs) {
+            L_WARNING("same: nothing to do\n", procName);
+            return pixd;
+        } else if (!pixSizesEqual(pixs, pixd)) {
+            return (PIX *)ERROR_PTR("pixs and pixd sizes differ",
+                                    procName, pixd);
+        }
+    } else {
+        if ((pixd = pixCreateTemplate(pixs)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, pixd);
+    }
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixRasterop(pixd, 0, 0, left, h, PIX_SRC, pixs, 0, 0);
+    pixRasterop(pixd, w - right, 0, right, h, PIX_SRC, pixs, w - right, 0);
+    pixRasterop(pixd, 0, 0, w, top, PIX_SRC, pixs, 0, 0);
+    pixRasterop(pixd, 0, h - bot, w, bot, PIX_SRC, pixs, 0, h - bot);
+    return pixd;
+}
+
+
+
+/*-------------------------------------------------------------*
+ *                     Add and remove border                   *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixAddBorder()
+ *
+ * \param[in]    pixs   all depths; colormap ok
+ * \param[in]    npix   number of pixels to be added to each side
+ * \param[in]    val    value of added border pixels
+ * \return  pixd with the added exterior pixels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixGetBlackOrWhiteVal() for values of black and white pixels.
+ * 

+ */
+PIX *
+pixAddBorder(PIX      *pixs,
+             l_int32   npix,
+             l_uint32  val)
+{
+    PROCNAME("pixAddBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (npix == 0)
+        return pixClone(pixs);
+    return pixAddBorderGeneral(pixs, npix, npix, npix, npix, val);
+}
+
+
+/*!
+ * \brief   pixAddBlackOrWhiteBorder()
+ *
+ * \param[in]    pixs all depths; colormap ok
+ * \param[in]    left, right, top, bot  number of pixels added
+ * \param[in]    op L_GET_BLACK_VAL, L_GET_WHITE_VAL
+ * \return  pixd with the added exterior pixels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixGetBlackOrWhiteVal() for possible side effect (adding
+ *          a color to a colormap).
+ *      (2) The only complication is that pixs may have a colormap.
+ *          There are two ways to add the black or white border:
+ *          (a) As done here (simplest, most efficient)
+ *          (b) l_int32 ws, hs, d;
+ *              pixGetDimensions(pixs, &ws, &hs, &d);
+ *              Pix *pixd = pixCreate(ws + left + right, hs + top + bot, d);
+ *              PixColormap *cmap = pixGetColormap(pixs);
+ *              if (cmap != NULL)
+ *                  pixSetColormap(pixd, pixcmapCopy(cmap));
+ *              pixSetBlackOrWhite(pixd, L_SET_WHITE);  // uses cmap
+ *              pixRasterop(pixd, left, top, ws, hs, PIX_SET, pixs, 0, 0);
+ * 

+ */
+PIX *
+pixAddBlackOrWhiteBorder(PIX     *pixs,
+                         l_int32  left,
+                         l_int32  right,
+                         l_int32  top,
+                         l_int32  bot,
+                         l_int32  op)
+{
+l_uint32  val;
+
+    PROCNAME("pixAddBlackOrWhiteBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (op != L_GET_BLACK_VAL && op != L_GET_WHITE_VAL)
+        return (PIX *)ERROR_PTR("invalid op", procName, NULL);
+
+    pixGetBlackOrWhiteVal(pixs, op, &val);
+    return pixAddBorderGeneral(pixs, left, right, top, bot, val);
+}
+
+
+/*!
+ * \brief   pixAddBorderGeneral()
+ *
+ * \param[in]    pixs                   all depths; colormap ok
+ * \param[in]    left, right, top, bot  number of pixels added
+ * \param[in]    val                    value of added border pixels
+ * \return  pixd with the added exterior pixels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For binary images:
+ *             white:  val = 0
+ *             black:  val = 1
+ *          For grayscale images:
+ *             white:  val = 2 ** d - 1
+ *             black:  val = 0
+ *          For rgb color images:
+ *             white:  val = 0xffffff00
+ *             black:  val = 0
+ *          For colormapped images, set val to the appropriate colormap index.
+ *      (2) If the added border is either black or white, you can use
+ *             pixAddBlackOrWhiteBorder()
+ *          The black and white values for all images can be found with
+ *             pixGetBlackOrWhiteVal()
+ *          which, if pixs is cmapped, may add an entry to the colormap.
+ *          Alternatively, if pixs has a colormap, you can find the index
+ *          of the pixel whose intensity is closest to white or black:
+ *             white: pixcmapGetRankIntensity(cmap, 1.0, &index);
+ *             black: pixcmapGetRankIntensity(cmap, 0.0, &index);
+ *          and use that for val.
+ * 

+ */
+PIX *
+pixAddBorderGeneral(PIX      *pixs,
+                    l_int32   left,
+                    l_int32   right,
+                    l_int32   top,
+                    l_int32   bot,
+                    l_uint32  val)
+{
+l_int32  ws, hs, wd, hd, d, maxval, op;
+PIX     *pixd;
+
+    PROCNAME("pixAddBorderGeneral");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (left < 0 || right < 0 || top < 0 || bot < 0)
+        return (PIX *)ERROR_PTR("negative border added!", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    wd = ws + left + right;
+    hd = hs + top + bot;
+    if ((pixd = pixCreateNoInit(wd, hd, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyColormap(pixd, pixs);
+
+        /* Set the new border pixels */
+    maxval = (d == 32) ? 0xffffff00 : (1 << d) - 1;
+    op = UNDEF;
+    if (val == 0)
+        op = PIX_CLR;
+    else if (val >= maxval)
+        op = PIX_SET;
+    if (op == UNDEF) {
+        pixSetAllArbitrary(pixd, val);
+    } else {  /* just set or clear the border pixels */
+        pixRasterop(pixd, 0, 0, left, hd, op, NULL, 0, 0);
+        pixRasterop(pixd, wd - right, 0, right, hd, op, NULL, 0, 0);
+        pixRasterop(pixd, 0, 0, wd, top, op, NULL, 0, 0);
+        pixRasterop(pixd, 0, hd - bot, wd, bot, op, NULL, 0, 0);
+    }
+
+        /* Copy pixs into the interior */
+    pixRasterop(pixd, left, top, ws, hs, PIX_SRC, pixs, 0, 0);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRemoveBorder()
+ *
+ * \param[in]    pixs   all depths; colormap ok
+ * \param[in]    npix   number to be removed from each of the 4 sides
+ * \return  pixd with pixels removed around border, or NULL on error
+ */
+PIX *
+pixRemoveBorder(PIX     *pixs,
+                l_int32  npix)
+{
+    PROCNAME("pixRemoveBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (npix == 0)
+        return pixClone(pixs);
+    return pixRemoveBorderGeneral(pixs, npix, npix, npix, npix);
+}
+
+
+/*!
+ * \brief   pixRemoveBorderGeneral()
+ *
+ * \param[in]    pixs                   all depths; colormap ok
+ * \param[in]    left, right, top, bot  number of pixels removed
+ * \return  pixd with pixels removed around border, or NULL on error
+ */
+PIX *
+pixRemoveBorderGeneral(PIX     *pixs,
+                       l_int32  left,
+                       l_int32  right,
+                       l_int32  top,
+                       l_int32  bot)
+{
+l_int32  ws, hs, wd, hd, d;
+PIX     *pixd;
+
+    PROCNAME("pixRemoveBorderGeneral");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (left < 0 || right < 0 || top < 0 || bot < 0)
+        return (PIX *)ERROR_PTR("negative border removed!", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    wd = ws - left - right;
+    hd = hs - top - bot;
+    if (wd <= 0)
+        return (PIX *)ERROR_PTR("width must be > 0", procName, NULL);
+    if (hd <= 0)
+        return (PIX *)ERROR_PTR("height must be > 0", procName, NULL);
+    if ((pixd = pixCreateNoInit(wd, hd, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopySpp(pixd, pixs);
+    pixCopyColormap(pixd, pixs);
+
+    pixRasterop(pixd, 0, 0, wd, hd, PIX_SRC, pixs, left, top);
+    if (pixGetDepth(pixs) == 32 && pixGetSpp(pixs) == 4)
+        pixShiftAndTransferAlpha(pixd, pixs, -left, -top);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRemoveBorderToSize()
+ *
+ * \param[in]    pixs   all depths; colormap ok
+ * \param[in]    wd     target width; use 0 if only removing from height
+ * \param[in]    hd     target height; use 0 if only removing from width
+ * \return  pixd with pixels removed around border, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Removes pixels as evenly as possible from the sides of the
+ *          image, leaving the central part.
+ *      (2) Returns clone if no pixels requested removed, or the target
+ *          sizes are larger than the image.
+ * 

+ */
+PIX *
+pixRemoveBorderToSize(PIX     *pixs,
+                      l_int32  wd,
+                      l_int32  hd)
+{
+l_int32  w, h, top, bot, left, right, delta;
+
+    PROCNAME("pixRemoveBorderToSize");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((wd <= 0 || wd >= w) && (hd <= 0 || hd >= h))
+        return pixClone(pixs);
+
+    left = right = (w - wd) / 2;
+    delta = w - 2 * left - wd;
+    right += delta;
+    top = bot = (h - hd) / 2;
+    delta = h - hd - 2 * top;
+    bot += delta;
+    if (wd <= 0 || wd > w)
+        left = right = 0;
+    else if (hd <= 0 || hd > h)
+        top = bot = 0;
+
+    return pixRemoveBorderGeneral(pixs, left, right, top, bot);
+}
+
+
+/*!
+ * \brief   pixAddMirroredBorder()
+ *
+ * \param[in]    pixs                   all depths; colormap ok
+ * \param[in]    left, right, top, bot  number of pixels added
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This applies what is effectively mirror boundary conditions.
+ *          For the added border pixels in pixd, the pixels in pixs
+ *          near the border are mirror-copied into the border region.
+ *      (2) This is useful for avoiding special operations near
+ *          boundaries when doing image processing operations
+ *          such as rank filters and convolution.  In use, one first
+ *          adds mirrored pixels to each side of the image.  The number
+ *          of pixels added on each side is half the filter dimension.
+ *          Then the image processing operations proceed over a
+ *          region equal to the size of the original image, and
+ *          write directly into a dest pix of the same size as pixs.
+ *      (3) The general pixRasterop() is used for an in-place operation here
+ *          because there is no overlap between the src and dest rectangles.
+ * 

+ */
+PIX  *
+pixAddMirroredBorder(PIX      *pixs,
+                      l_int32  left,
+                      l_int32  right,
+                      l_int32  top,
+                      l_int32  bot)
+{
+l_int32  i, j, w, h;
+PIX     *pixd;
+
+    PROCNAME("pixAddMirroredBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (left > w || right > w || top > h || bot > h)
+        return (PIX *)ERROR_PTR("border too large", procName, NULL);
+
+        /* Set pixels on left, right, top and bottom, in that order */
+    pixd = pixAddBorderGeneral(pixs, left, right, top, bot, 0);
+    for (j = 0; j < left; j++)
+        pixRasterop(pixd, left - 1 - j, top, 1, h, PIX_SRC,
+                    pixd, left + j, top);
+    for (j = 0; j < right; j++)
+        pixRasterop(pixd, left + w + j, top, 1, h, PIX_SRC,
+                    pixd, left + w - 1 - j, top);
+    for (i = 0; i < top; i++)
+        pixRasterop(pixd, 0, top - 1 - i, left + w + right, 1, PIX_SRC,
+                    pixd, 0, top + i);
+    for (i = 0; i < bot; i++)
+        pixRasterop(pixd, 0, top + h + i, left + w + right, 1, PIX_SRC,
+                    pixd, 0, top + h - 1 - i);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixAddRepeatedBorder()
+ *
+ * \param[in]    pixs                   all depths; colormap ok
+ * \param[in]    left, right, top, bot  number of pixels added
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This applies a repeated border, as if the central part of
+ *          the image is tiled over the plane.  So, for example, the
+ *          pixels in the left border come from the right side of the image.
+ *      (2) The general pixRasterop() is used for an in-place operation here
+ *          because there is no overlap between the src and dest rectangles.
+ * 

+ */
+PIX  *
+pixAddRepeatedBorder(PIX      *pixs,
+                     l_int32  left,
+                     l_int32  right,
+                     l_int32  top,
+                     l_int32  bot)
+{
+l_int32  w, h;
+PIX     *pixd;
+
+    PROCNAME("pixAddRepeatedBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (left > w || right > w || top > h || bot > h)
+        return (PIX *)ERROR_PTR("border too large", procName, NULL);
+
+    pixd = pixAddBorderGeneral(pixs, left, right, top, bot, 0);
+
+        /* Set pixels on left, right, top and bottom, in that order */
+    pixRasterop(pixd, 0, top, left, h, PIX_SRC, pixd, w, top);
+    pixRasterop(pixd, left + w, top, right, h, PIX_SRC, pixd, left, top);
+    pixRasterop(pixd, 0, 0, left + w + right, top, PIX_SRC, pixd, 0, h);
+    pixRasterop(pixd, 0, top + h, left + w + right, bot, PIX_SRC, pixd, 0, top);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixAddMixedBorder()
+ *
+ * \param[in]    pixs                   all depths; colormap ok
+ * \param[in]    left, right, top, bot  number of pixels added
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This applies mirrored boundary conditions horizontally
+ *          and repeated b.c. vertically.
+ *      (2) It is specifically used for avoiding special operations
+ *          near boundaries when convolving a hue-saturation histogram
+ *          with a given window size.  The repeated b.c. are used
+ *          vertically for hue, and the mirrored b.c. are used
+ *          horizontally for saturation.  The number of pixels added
+ *          on each side is approximately (but not quite) half the
+ *          filter dimension.  The image processing operations can
+ *          then proceed over a region equal to the size of the original
+ *          image, and write directly into a dest pix of the same
+ *          size as pixs.
+ *      (3) The general pixRasterop() can be used for an in-place
+ *          operation here because there is no overlap between the
+ *          src and dest rectangles.
+ * 

+ */
+PIX  *
+pixAddMixedBorder(PIX      *pixs,
+                  l_int32  left,
+                  l_int32  right,
+                  l_int32  top,
+                  l_int32  bot)
+{
+l_int32  j, w, h;
+PIX     *pixd;
+
+    PROCNAME("pixAddMixedBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (left > w || right > w || top > h || bot > h)
+        return (PIX *)ERROR_PTR("border too large", procName, NULL);
+
+        /* Set mirrored pixels on left and right;
+         * then set repeated pixels on top and bottom. */
+    pixd = pixAddBorderGeneral(pixs, left, right, top, bot, 0);
+    for (j = 0; j < left; j++)
+        pixRasterop(pixd, left - 1 - j, top, 1, h, PIX_SRC,
+                    pixd, left + j, top);
+    for (j = 0; j < right; j++)
+        pixRasterop(pixd, left + w + j, top, 1, h, PIX_SRC,
+                    pixd, left + w - 1 - j, top);
+    pixRasterop(pixd, 0, 0, left + w + right, top, PIX_SRC, pixd, 0, h);
+    pixRasterop(pixd, 0, top + h, left + w + right, bot, PIX_SRC, pixd, 0, top);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixAddContinuedBorder()
+ *
+ * \param[in]    pixs                   all depths; colormap ok
+ * \param[in]    left, right, top, bot  pixels on each side to be added
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This adds pixels on each side whose values are equal to
+ *          the value on the closest boundary pixel.
+ * 

+ */
+PIX *
+pixAddContinuedBorder(PIX     *pixs,
+                      l_int32  left,
+                      l_int32  right,
+                      l_int32  top,
+                      l_int32  bot)
+{
+l_int32  i, j, w, h;
+PIX     *pixd;
+
+    PROCNAME("pixAddContinuedBorder");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    pixd = pixAddBorderGeneral(pixs, left, right, top, bot, 0);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    for (j = 0; j < left; j++)
+        pixRasterop(pixd, j, top, 1, h, PIX_SRC, pixd, left, top);
+    for (j = 0; j < right; j++)
+        pixRasterop(pixd, left + w + j, top, 1, h,
+                    PIX_SRC, pixd, left + w - 1, top);
+    for (i = 0; i < top; i++)
+        pixRasterop(pixd, 0, i, left + w + right, 1, PIX_SRC, pixd, 0, top);
+    for (i = 0; i < bot; i++)
+        pixRasterop(pixd, 0, top + h + i, left + w + right, 1,
+                    PIX_SRC, pixd, 0, top + h - 1);
+
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------------*
+ *                     Helper functions using alpha                  *
+ *-------------------------------------------------------------------*/
+/*!
+ * \brief   pixShiftAndTransferAlpha()
+ *
+ * \param[in]    pixd            32 bpp
+ * \param[in]    pixs            32 bpp
+ * \param[in]    shiftx, shifty
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixShiftAndTransferAlpha(PIX       *pixd,
+                         PIX       *pixs,
+                         l_float32  shiftx,
+                         l_float32  shifty)
+{
+l_int32  w, h;
+PIX     *pix1, *pix2;
+
+    PROCNAME("pixShiftAndTransferAlpha");
+
+    if (!pixs || !pixd)
+        return ERROR_INT("pixs and pixd not both defined", procName, 1);
+    if (pixGetDepth(pixs) != 32 || pixGetSpp(pixs) != 4)
+        return ERROR_INT("pixs not 32 bpp and 4 spp", procName, 1);
+    if (pixGetDepth(pixd) != 32)
+        return ERROR_INT("pixd not 32 bpp", procName, 1);
+
+    if (shiftx == 0 && shifty == 0) {
+        pixCopyRGBComponent(pixd, pixs, L_ALPHA_CHANNEL);
+        return 0;
+    }
+
+    pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+    pixGetDimensions(pixd, &w, &h, NULL);
+    pix2 = pixCreate(w, h, 8);
+    pixRasterop(pix2, 0, 0, w, h, PIX_SRC, pix1, -shiftx, -shifty);
+    pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixDisplayLayersRGBA()
+ *
+ * \param[in]    pixs   cmap or 32 bpp rgba
+ * \param[in]    val    32 bit unsigned color to use as background
+ * \param[in]    maxw   max output image width; 0 for no scaling
+ * \return  pixd showing various image views, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use %val == 0xffffff00 for white background.
+ *      (2) Three views are given:
+ *           ~ the image with a fully opaque alpha
+ *           ~ the alpha layer
+ *           ~ the image as it would appear with a white background.
+ * 

+ */
+PIX *
+pixDisplayLayersRGBA(PIX      *pixs,
+                     l_uint32  val,
+                     l_int32   maxw)
+{
+l_int32    w, width;
+l_float32  scalefact;
+PIX       *pix1, *pix2, *pixd;
+PIXA      *pixa;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixDisplayLayersRGBA");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    cmap = pixGetColormap(pixs);
+    if (!cmap && !(pixGetDepth(pixs) == 32 && pixGetSpp(pixs) == 4))
+        return (PIX *)ERROR_PTR("pixs not cmap and not 32 bpp rgba",
+                                procName, NULL);
+    if ((w = pixGetWidth(pixs)) == 0)
+        return (PIX *)ERROR_PTR("pixs width 0 !!", procName, NULL);
+
+    if (cmap)
+        pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_WITH_ALPHA);
+    else
+        pix1 = pixCopy(NULL, pixs);
+
+        /* Scale if necessary so the output width is not larger than maxw */
+    scalefact = (maxw == 0) ? 1.0 : L_MIN(1.0, (l_float32)(maxw) / w);
+    width = (l_int32)(scalefact * w);
+
+    pixa = pixaCreate(3);
+    pixSetSpp(pix1, 3);
+    pixaAddPix(pixa, pix1, L_INSERT);  /* show the rgb values */
+    pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+    pix2 = pixConvertTo32(pix1);
+    pixaAddPix(pixa, pix2, L_INSERT);  /* show the alpha channel */
+    pixDestroy(&pix1);
+    pix1 = pixAlphaBlendUniform(pixs, (val & 0xffffff00));
+    pixaAddPix(pixa, pix1, L_INSERT);  /* with %val color bg showing */
+    pixd = pixaDisplayTiledInRows(pixa, 32, width, scalefact, 0, 25, 2);
+    pixaDestroy(&pixa);
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *                Color sample setting and extraction          *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixCreateRGBImage()
+ *
+ * \param[in]   pixr   8 bpp red pix
+ * \param[in]   pixg   8 bpp green pix
+ * \param[in]   pixb   8 bpp blue pix
+ * \return  32 bpp pix, interleaved with 4 samples/pixel,
+ *              or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) the 4th byte, sometimes called the "alpha channel",
+ *          and which is often used for blending between different
+ *          images, is left with 0 value.
+ *      (2) see Note (4) in pix.h for details on storage of
+ *          8-bit samples within each 32-bit word.
+ *      (3) This implementation, setting the r, g and b components
+ *          sequentially, is much faster than setting them in parallel
+ *          by constructing an RGB dest pixel and writing it to dest.
+ *          The reason is there are many more cache misses when reading
+ *          from 3 input images simultaneously.
+ * 

+ */
+PIX *
+pixCreateRGBImage(PIX  *pixr,
+                  PIX  *pixg,
+                  PIX  *pixb)
+{
+l_int32  wr, wg, wb, hr, hg, hb, dr, dg, db;
+PIX     *pixd;
+
+    PROCNAME("pixCreateRGBImage");
+
+    if (!pixr)
+        return (PIX *)ERROR_PTR("pixr not defined", procName, NULL);
+    if (!pixg)
+        return (PIX *)ERROR_PTR("pixg not defined", procName, NULL);
+    if (!pixb)
+        return (PIX *)ERROR_PTR("pixb not defined", procName, NULL);
+    pixGetDimensions(pixr, &wr, &hr, &dr);
+    pixGetDimensions(pixg, &wg, &hg, &dg);
+    pixGetDimensions(pixb, &wb, &hb, &db);
+    if (dr != 8 || dg != 8 || db != 8)
+        return (PIX *)ERROR_PTR("input pix not all 8 bpp", procName, NULL);
+    if (wr != wg || wr != wb)
+        return (PIX *)ERROR_PTR("widths not the same", procName, NULL);
+    if (hr != hg || hr != hb)
+        return (PIX *)ERROR_PTR("heights not the same", procName, NULL);
+
+    if ((pixd = pixCreate(wr, hr, 32)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixr);
+    pixSetRGBComponent(pixd, pixr, COLOR_RED);
+    pixSetRGBComponent(pixd, pixg, COLOR_GREEN);
+    pixSetRGBComponent(pixd, pixb, COLOR_BLUE);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixGetRGBComponent()
+ *
+ * \param[in]   pixs   32 bpp, or colormapped
+ * \param[in]   comp   one of {COLOR_RED, COLOR_GREEN, COLOR_BLUE,
+ *                     L_ALPHA_CHANNEL}
+ * \return  pixd the selected 8 bpp component image of the
+ *                    input 32 bpp image or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Three calls to this function generate the r, g and b 8 bpp
+ *          component images.  This is much faster than generating the
+ *          three images in parallel, by extracting a src pixel and setting
+ *          the pixels of each component image from it.  The reason is
+ *          there are many more cache misses when writing to three
+ *          output images simultaneously.
+ * 

+ */
+PIX *
+pixGetRGBComponent(PIX     *pixs,
+                   l_int32  comp)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32  *lines, *lined;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixGetRGBComponent");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs))
+        return pixGetRGBComponentCmap(pixs, comp);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (comp != COLOR_RED && comp != COLOR_GREEN &&
+        comp != COLOR_BLUE && comp != L_ALPHA_CHANNEL)
+        return (PIX *)ERROR_PTR("invalid comp", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(lines + j, comp);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixSetRGBComponent()
+ *
+ * \param[in]   pixd   32 bpp
+ * \param[in]   pixs   8 bpp
+ * \param[in]   comp   one of the set: {COLOR_RED, COLOR_GREEN,
+ *                                      COLOR_BLUE, L_ALPHA_CHANNEL}
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This places the 8 bpp pixel in pixs into the
+ *          specified component (properly interleaved) in pixd,
+ *      (2) The two images are registered to the UL corner; the sizes
+ *          need not be the same, but a warning is issued if they differ.
+ * 

+ */
+l_ok
+pixSetRGBComponent(PIX     *pixd,
+                   PIX     *pixs,
+                   l_int32  comp)
+{
+l_uint8    srcbyte;
+l_int32    i, j, w, h, ws, hs, wd, hd;
+l_int32    wpls, wpld;
+l_uint32  *lines, *lined;
+l_uint32  *datas, *datad;
+
+    PROCNAME("pixSetRGBComponent");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixd) != 32)
+        return ERROR_INT("pixd not 32 bpp", procName, 1);
+    if (pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not 8 bpp", procName, 1);
+    if (comp != COLOR_RED && comp != COLOR_GREEN &&
+        comp != COLOR_BLUE && comp != L_ALPHA_CHANNEL)
+        return ERROR_INT("invalid comp", procName, 1);
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    pixGetDimensions(pixd, &wd, &hd, NULL);
+    if (ws != wd || hs != hd)
+        L_WARNING("images sizes not equal\n", procName);
+    w = L_MIN(ws, wd);
+    h = L_MIN(hs, hd);
+    if (comp == L_ALPHA_CHANNEL)
+        pixSetSpp(pixd, 4);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            srcbyte = GET_DATA_BYTE(lines, j);
+            SET_DATA_BYTE(lined + j, comp, srcbyte);
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRGBComponentCmap()
+ *
+ * \param[in]   pixs   colormapped
+ * \param[in]   comp   one of the set: {COLOR_RED, COLOR_GREEN, COLOR_BLUE}
+ * \return  pixd  the selected 8 bpp component image of the
+ *                     input cmapped image, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) In leptonica, we do not support alpha in colormaps.
+ * 

+ */
+PIX *
+pixGetRGBComponentCmap(PIX     *pixs,
+                       l_int32  comp)
+{
+l_int32     i, j, w, h, val, index;
+l_int32     wplc, wpld;
+l_uint32   *linec, *lined;
+l_uint32   *datac, *datad;
+PIX        *pixc, *pixd;
+PIXCMAP    *cmap;
+RGBA_QUAD  *cta;
+
+    PROCNAME("pixGetRGBComponentCmap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixs not cmapped", procName, NULL);
+    if (comp == L_ALPHA_CHANNEL)
+        return (PIX *)ERROR_PTR("alpha in cmaps not supported", procName, NULL);
+    if (comp != COLOR_RED && comp != COLOR_GREEN && comp != COLOR_BLUE)
+        return (PIX *)ERROR_PTR("invalid comp", procName, NULL);
+
+        /* If not 8 bpp, make a cmapped 8 bpp pix */
+    if (pixGetDepth(pixs) == 8)
+        pixc = pixClone(pixs);
+    else
+        pixc = pixConvertTo8(pixs, TRUE);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreateNoInit(w, h, 8)) == NULL) {
+        pixDestroy(&pixc);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    wplc = pixGetWpl(pixc);
+    wpld = pixGetWpl(pixd);
+    datac = pixGetData(pixc);
+    datad = pixGetData(pixd);
+    cta = (RGBA_QUAD *)cmap->array;
+
+    for (i = 0; i < h; i++) {
+        linec = datac + i * wplc;
+        lined = datad + i * wpld;
+        if (comp == COLOR_RED) {
+            for (j = 0; j < w; j++) {
+                index = GET_DATA_BYTE(linec, j);
+                val = cta[index].red;
+                SET_DATA_BYTE(lined, j, val);
+            }
+        } else if (comp == COLOR_GREEN) {
+            for (j = 0; j < w; j++) {
+                index = GET_DATA_BYTE(linec, j);
+                val = cta[index].green;
+                SET_DATA_BYTE(lined, j, val);
+            }
+        } else if (comp == COLOR_BLUE) {
+            for (j = 0; j < w; j++) {
+                index = GET_DATA_BYTE(linec, j);
+                val = cta[index].blue;
+                SET_DATA_BYTE(lined, j, val);
+            }
+        }
+    }
+
+    pixDestroy(&pixc);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixCopyRGBComponent()
+ *
+ * \param[in]   pixd   32 bpp
+ * \param[in]   pixs   32 bpp
+ * \param[in]   comp   one of the set: {COLOR_RED, COLOR_GREEN,
+ *                                      COLOR_BLUE, L_ALPHA_CHANNEL}
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The two images are registered to the UL corner.  The sizes
+ *          are usually the same, and a warning is issued if they differ.
+ * 

+ */
+l_ok
+pixCopyRGBComponent(PIX     *pixd,
+                    PIX     *pixs,
+                    l_int32  comp)
+{
+l_int32    i, j, w, h, ws, hs, wd, hd, val;
+l_int32    wpls, wpld;
+l_uint32  *lines, *lined;
+l_uint32  *datas, *datad;
+
+    PROCNAME("pixCopyRGBComponent");
+
+    if (!pixd && pixGetDepth(pixd) != 32)
+        return ERROR_INT("pixd not defined or not 32 bpp", procName, 1);
+    if (!pixs && pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not defined or not 32 bpp", procName, 1);
+    if (comp != COLOR_RED && comp != COLOR_GREEN &&
+        comp != COLOR_BLUE && comp != L_ALPHA_CHANNEL)
+        return ERROR_INT("invalid component", procName, 1);
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    pixGetDimensions(pixd, &wd, &hd, NULL);
+    if (ws != wd || hs != hd)
+        L_WARNING("images sizes not equal\n", procName);
+    w = L_MIN(ws, wd);
+    h = L_MIN(hs, hd);
+    if (comp == L_ALPHA_CHANNEL)
+        pixSetSpp(pixd, 4);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(lines + j, comp);
+            SET_DATA_BYTE(lined + j, comp, val);
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   composeRGBPixel()
+ *
+ * \param[in]    rval, gval, bval
+ * \param[out]   ppixel             32-bit pixel
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) All channels are 8 bits: the input values must be between
+ *          0 and 255.  For speed, this is not enforced by masking
+ *          with 0xff before shifting.
+ *      (2) A slower implementation uses macros:
+ *            SET_DATA_BYTE(ppixel, COLOR_RED, rval);
+ *            SET_DATA_BYTE(ppixel, COLOR_GREEN, gval);
+ *            SET_DATA_BYTE(ppixel, COLOR_BLUE, bval);
+ * 

+ */
+l_ok
+composeRGBPixel(l_int32    rval,
+                l_int32    gval,
+                l_int32    bval,
+                l_uint32  *ppixel)
+{
+    PROCNAME("composeRGBPixel");
+
+    if (!ppixel)
+        return ERROR_INT("&pixel not defined", procName, 1);
+
+    *ppixel = ((l_uint32)rval << L_RED_SHIFT) |
+              ((l_uint32)gval << L_GREEN_SHIFT) |
+              ((l_uint32)bval << L_BLUE_SHIFT);
+    return 0;
+}
+
+
+/*!
+ * \brief   composeRGBAPixel()
+ *
+ * \param[in]    rval, gval, bval, aval
+ * \param[out]   ppixel                  32-bit pixel
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) All channels are 8 bits: the input values must be between
+ *          0 and 255.  For speed, this is not enforced by masking
+ *          with 0xff before shifting.
+ * 

+ */
+l_ok
+composeRGBAPixel(l_int32    rval,
+                 l_int32    gval,
+                 l_int32    bval,
+                 l_int32    aval,
+                 l_uint32  *ppixel)
+{
+    PROCNAME("composeRGBAPixel");
+
+    if (!ppixel)
+        return ERROR_INT("&pixel not defined", procName, 1);
+
+    *ppixel = ((l_uint32)rval << L_RED_SHIFT) |
+              ((l_uint32)gval << L_GREEN_SHIFT) |
+              ((l_uint32)bval << L_BLUE_SHIFT) |
+              aval;
+    return 0;
+}
+
+
+/*!
+ * \brief   extractRGBValues()
+ *
+ * \param[in]    pixel   32 bit
+ * \param[out]   prval   [optional] red component
+ * \param[out]   pgval   [optional] green component
+ * \param[out]   pbval   [optional] blue component
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) A slower implementation uses macros:
+ *             *prval = GET_DATA_BYTE(&pixel, COLOR_RED);
+ *             *pgval = GET_DATA_BYTE(&pixel, COLOR_GREEN);
+ *             *pbval = GET_DATA_BYTE(&pixel, COLOR_BLUE);
+ * 

+ */
+void
+extractRGBValues(l_uint32  pixel,
+                 l_int32  *prval,
+                 l_int32  *pgval,
+                 l_int32  *pbval)
+{
+    if (prval) *prval = (pixel >> L_RED_SHIFT) & 0xff;
+    if (pgval) *pgval = (pixel >> L_GREEN_SHIFT) & 0xff;
+    if (pbval) *pbval = (pixel >> L_BLUE_SHIFT) & 0xff;
+    return;
+}
+
+
+/*!
+ * \brief   extractRGBAValues()
+ *
+ * \param[in]    pixel   32 bit
+ * \param[out]   prval   [optional] red component
+ * \param[out]   pgval   [optional] green component
+ * \param[out]   pbval   [optional] blue component
+ * \param[out]   paval   [optional] alpha component
+ * \return  void
+ */
+void
+extractRGBAValues(l_uint32  pixel,
+                  l_int32  *prval,
+                  l_int32  *pgval,
+                  l_int32  *pbval,
+                  l_int32  *paval)
+{
+    if (prval) *prval = (pixel >> L_RED_SHIFT) & 0xff;
+    if (pgval) *pgval = (pixel >> L_GREEN_SHIFT) & 0xff;
+    if (pbval) *pbval = (pixel >> L_BLUE_SHIFT) & 0xff;
+    if (paval) *paval = (pixel >> L_ALPHA_SHIFT) & 0xff;
+    return;
+}
+
+
+/*!
+ * \brief   extractMinMaxComponent()
+ *
+ * \param[in]   pixel   32 bpp RGB
+ * \param[in]   type    L_CHOOSE_MIN or L_CHOOSE_MAX
+ * \return  component in range [0 ... 255], or NULL on error
+ */
+l_int32
+extractMinMaxComponent(l_uint32  pixel,
+                       l_int32   type)
+{
+l_int32  rval, gval, bval, val;
+
+    extractRGBValues(pixel, &rval, &gval, &bval);
+    if (type == L_CHOOSE_MIN) {
+        val = L_MIN(rval, gval);
+        val = L_MIN(val, bval);
+    } else {  /* type == L_CHOOSE_MAX */
+        val = L_MAX(rval, gval);
+        val = L_MAX(val, bval);
+    }
+    return val;
+}
+
+
+/*!
+ * \brief   pixGetRGBLine()
+ *
+ * \param[in]   pixs   32 bpp
+ * \param[in]   row
+ * \param[in]   bufr   array of red samples; size w bytes
+ * \param[in]   bufg   array of green samples; size w bytes
+ * \param[in]   bufb   array of blue samples; size w bytes
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This puts rgb components from the input line in pixs
+ *          into the given buffers.
+ * 

+ */
+l_ok
+pixGetRGBLine(PIX      *pixs,
+              l_int32   row,
+              l_uint8  *bufr,
+              l_uint8  *bufg,
+              l_uint8  *bufb)
+{
+l_uint32  *lines;
+l_int32    j, w, h;
+l_int32    wpls;
+
+    PROCNAME("pixGetRGBLine");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not 32 bpp", procName, 1);
+    if (!bufr || !bufg || !bufb)
+        return ERROR_INT("buffer not defined", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (row < 0 || row >= h)
+        return ERROR_INT("row out of bounds", procName, 1);
+    wpls = pixGetWpl(pixs);
+    lines = pixGetData(pixs) + row * wpls;
+
+    for (j = 0; j < w; j++) {
+        bufr[j] = GET_DATA_BYTE(lines + j, COLOR_RED);
+        bufg[j] = GET_DATA_BYTE(lines + j, COLOR_GREEN);
+        bufb[j] = GET_DATA_BYTE(lines + j, COLOR_BLUE);
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *                    Pixel endian conversion                  *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixEndianByteSwapNew()
+ *
+ * \param[in]    pixs
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used to convert the data in a pix to a
+ *          serialized byte buffer in raster order, and, for RGB,
+ *          in order RGBA.  This requires flipping bytes within
+ *          each 32-bit word for little-endian platforms, because the
+ *          words have a MSB-to-the-left rule, whereas byte raster-order
+ *          requires the left-most byte in each word to be byte 0.
+ *          For big-endians, no swap is necessary, so this returns a clone.
+ *      (2) Unlike pixEndianByteSwap(), which swaps the bytes in-place,
+ *          this returns a new pix (or a clone).  We provide this
+ *          because often when serialization is done, the source
+ *          pix needs to be restored to canonical little-endian order,
+ *          and this requires a second byte swap.  In such a situation,
+ *          it is twice as fast to make a new pix in big-endian order,
+ *          use it, and destroy it.
+ * 

+ */
+PIX *
+pixEndianByteSwapNew(PIX  *pixs)
+{
+l_uint32  *datas, *datad;
+l_int32    i, j, h, wpl;
+l_uint32   word;
+PIX       *pixd;
+
+    PROCNAME("pixEndianByteSwapNew");
+
+#ifdef L_BIG_ENDIAN
+
+    return pixClone(pixs);
+
+#else   /* L_LITTLE_ENDIAN */
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    datas = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    h = pixGetHeight(pixs);
+    pixd = pixCreateTemplate(pixs);
+    datad = pixGetData(pixd);
+    for (i = 0; i < h; i++) {
+        for (j = 0; j < wpl; j++, datas++, datad++) {
+            word = *datas;
+            *datad = (word >> 24) |
+                    ((word >> 8) & 0x0000ff00) |
+                    ((word << 8) & 0x00ff0000) |
+                    (word << 24);
+        }
+    }
+
+    return pixd;
+
+#endif   /* L_BIG_ENDIAN */
+
+}
+
+
+/*!
+ * \brief   pixEndianByteSwap()
+ *
+ * \param[in]   pixs
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used on little-endian platforms to swap
+ *          the bytes within a word; bytes 0 and 3 are swapped,
+ *          and bytes 1 and 2 are swapped.
+ *      (2) This is required for little-endians in situations
+ *          where we convert from a serialized byte order that is
+ *          in raster order, as one typically has in file formats,
+ *          to one with MSB-to-the-left in each 32-bit word, or v.v.
+ *          See pix.h for a description of the canonical format
+ *          (MSB-to-the left) that is used for both little-endian
+ *          and big-endian platforms.   For big-endians, the
+ *          MSB-to-the-left word order has the bytes in raster
+ *          order when serialized, so no byte flipping is required.
+ * 

+ */
+l_ok
+pixEndianByteSwap(PIX  *pixs)
+{
+l_uint32  *data;
+l_int32    i, j, h, wpl;
+l_uint32   word;
+
+    PROCNAME("pixEndianByteSwap");
+
+#ifdef L_BIG_ENDIAN
+
+    return 0;
+
+#else   /* L_LITTLE_ENDIAN */
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    h = pixGetHeight(pixs);
+    for (i = 0; i < h; i++) {
+        for (j = 0; j < wpl; j++, data++) {
+            word = *data;
+            *data = (word >> 24) |
+                    ((word >> 8) & 0x0000ff00) |
+                    ((word << 8) & 0x00ff0000) |
+                    (word << 24);
+        }
+    }
+
+    return 0;
+
+#endif   /* L_BIG_ENDIAN */
+
+}
+
+
+/*!
+ * \brief   lineEndianByteSwap()
+ *
+ * \param[in]  datad   dest byte array data, reordered on little-endians
+ * \param[in]  datas   a src line of pix data)
+ * \param[in]  wpl     number of 32 bit words in the line
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used on little-endian platforms to swap
+ *          the bytes within each word in the line of image data.
+ *          Bytes 0 <==> 3 and 1 <==> 2 are swapped in the dest
+ *          byte array data8d, relative to the pix data in datas.
+ *      (2) The bytes represent 8 bit pixel values.  They are swapped
+ *          for little endians so that when the dest array datad
+ *          is addressed by bytes, the pixels are chosen sequentially
+ *          from left to right in the image.
+ * 

+ */
+l_int32
+lineEndianByteSwap(l_uint32  *datad,
+                   l_uint32  *datas,
+                   l_int32    wpl)
+{
+l_int32   j;
+l_uint32  word;
+
+    PROCNAME("lineEndianByteSwap");
+
+    if (!datad || !datas)
+        return ERROR_INT("datad and datas not both defined", procName, 1);
+
+#ifdef L_BIG_ENDIAN
+
+    memcpy(datad, datas, 4 * wpl);
+    return 0;
+
+#else   /* L_LITTLE_ENDIAN */
+
+    for (j = 0; j < wpl; j++, datas++, datad++) {
+        word = *datas;
+        *datad = (word >> 24) |
+                 ((word >> 8) & 0x0000ff00) |
+                 ((word << 8) & 0x00ff0000) |
+                 (word << 24);
+    }
+    return 0;
+
+#endif   /* L_BIG_ENDIAN */
+
+}
+
+
+/*!
+ * \brief   pixEndianTwoByteSwapNew()
+ *
+ * \param[in]    pixs
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used on little-endian platforms to swap the
+ *          2-byte entities within a 32-bit word.
+ *      (2) This is equivalent to a full byte swap, as performed
+ *          by pixEndianByteSwap(), followed by byte swaps in
+ *          each of the 16-bit entities separately.
+ *      (3) Unlike pixEndianTwoByteSwap(), which swaps the shorts in-place,
+ *          this returns a new pix (or a clone).  We provide this
+ *          to avoid having to swap twice in situations where the input
+ *          pix must be restored to canonical little-endian order.
+ * 

+ */
+PIX *
+pixEndianTwoByteSwapNew(PIX  *pixs)
+{
+l_uint32  *datas, *datad;
+l_int32    i, j, h, wpl;
+l_uint32   word;
+PIX       *pixd;
+
+    PROCNAME("pixEndianTwoByteSwapNew");
+
+#ifdef L_BIG_ENDIAN
+
+    return pixClone(pixs);
+
+#else   /* L_LITTLE_ENDIAN */
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    datas = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    h = pixGetHeight(pixs);
+    pixd = pixCreateTemplate(pixs);
+    datad = pixGetData(pixd);
+    for (i = 0; i < h; i++) {
+        for (j = 0; j < wpl; j++, datas++, datad++) {
+            word = *datas;
+            *datad = (word << 16) | (word >> 16);
+        }
+    }
+
+    return pixd;
+
+#endif   /* L_BIG_ENDIAN */
+
+}
+
+
+/*!
+ * \brief   pixEndianTwoByteSwap()
+ *
+ * \param[in]    pixs
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used on little-endian platforms to swap the
+ *          2-byte entities within a 32-bit word.
+ *      (2) This is equivalent to a full byte swap, as performed
+ *          by pixEndianByteSwap(), followed by byte swaps in
+ *          each of the 16-bit entities separately.
+ * 

+ */
+l_ok
+pixEndianTwoByteSwap(PIX  *pixs)
+{
+l_uint32  *data;
+l_int32    i, j, h, wpl;
+l_uint32   word;
+
+    PROCNAME("pixEndianTwoByteSwap");
+
+#ifdef L_BIG_ENDIAN
+
+    return 0;
+
+#else   /* L_LITTLE_ENDIAN */
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    h = pixGetHeight(pixs);
+    for (i = 0; i < h; i++) {
+        for (j = 0; j < wpl; j++, data++) {
+            word = *data;
+            *data = (word << 16) | (word >> 16);
+        }
+    }
+
+    return 0;
+
+#endif   /* L_BIG_ENDIAN */
+
+}
+
+
+/*-------------------------------------------------------------*
+ *             Extract raster data as binary string            *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixGetRasterData()
+ *
+ * \param[in]    pixs     1, 8, 32 bpp
+ * \param[out]   pdata    raster data in memory
+ * \param[out]   pnbytes  number of bytes in data string
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns the raster data as a byte string, padded to the
+ *          byte.  For 1 bpp, the first pixel is the MSbit in the first byte.
+ *          For rgb, the bytes are in (rgb) order.  This is the format
+ *          required for flate encoding of pixels in a PostScript file.
+ * 

+ */
+l_ok
+pixGetRasterData(PIX       *pixs,
+                 l_uint8  **pdata,
+                 size_t    *pnbytes)
+{
+l_int32    w, h, d, wpl, i, j, rval, gval, bval;
+l_int32    databpl;  /* bytes for each raster line in returned data */
+l_uint8   *line, *data;  /* packed data in returned array */
+l_uint32  *rline, *rdata;  /* data in pix raster */
+
+    PROCNAME("pixGetRasterData");
+
+    if (pdata) *pdata = NULL;
+    if (pnbytes) *pnbytes = 0;
+    if (!pdata || !pnbytes)
+        return ERROR_INT("&data and &nbytes not both defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return ERROR_INT("depth not in {1,2,4,8,16,32}", procName, 1);
+    rdata = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    if (d == 1)
+        databpl = (w + 7) / 8;
+    else if (d == 2)
+        databpl = (w + 3) / 4;
+    else if (d == 4)
+        databpl = (w + 1) / 2;
+    else if (d == 8 || d == 16)
+        databpl = w * (d / 8);
+    else  /* d == 32 bpp rgb */
+        databpl = 3 * w;
+    if ((data = (l_uint8 *)LEPT_CALLOC((size_t)databpl * h, sizeof(l_uint8)))
+            == NULL)
+        return ERROR_INT("data not allocated", procName, 1);
+    *pdata = data;
+    *pnbytes = (size_t)databpl * h;
+
+    for (i = 0; i < h; i++) {
+         rline = rdata + i * wpl;
+         line = data + i * databpl;
+         if (d <= 8) {
+             for (j = 0; j < databpl; j++)
+                  line[j] = GET_DATA_BYTE(rline, j);
+         } else if (d == 16) {
+             for (j = 0; j < w; j++)
+                  line[2 * j] = GET_DATA_TWO_BYTES(rline, j);
+         } else {  /* d == 32 bpp rgb */
+             for (j = 0; j < w; j++) {
+                  extractRGBValues(rline[j], &rval, &gval, &bval);
+                  *(line + 3 * j) = rval;
+                  *(line + 3 * j + 1) = gval;
+                  *(line + 3 * j + 2) = bval;
+             }
+         }
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *                 Test alpha component opaqueness             *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixAlphaIsOpaque()
+ *
+ * \param[in]    pix       32 bpp, spp == 4
+ * \param[out]   popaque   1 if spp == 4 and all alpha component
+ *                         values are 255 (opaque); 0 otherwise
+ * \return  0 if OK, 1 on error
+ *      Notes:
+ *          1) On error, opaque is returned as 0 (FALSE).
+ */
+l_ok
+pixAlphaIsOpaque(PIX      *pix,
+                 l_int32  *popaque)
+{
+l_int32    w, h, wpl, i, j, alpha;
+l_uint32  *data, *line;
+
+    PROCNAME("pixAlphaIsOpaque");
+
+    if (!popaque)
+        return ERROR_INT("&opaque not defined", procName, 1);
+    *popaque = FALSE;
+    if (!pix)
+        return ERROR_INT("&pix not defined", procName, 1);
+    if (pixGetDepth(pix) != 32)
+        return ERROR_INT("&pix not 32 bpp", procName, 1);
+    if (pixGetSpp(pix) != 4)
+        return ERROR_INT("&pix not 4 spp", procName, 1);
+
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    pixGetDimensions(pix, &w, &h, NULL);
+    for (i = 0; i < h; i++) {
+        line = data + i * wpl;
+        for (j = 0; j < w; j++) {
+            alpha = GET_DATA_BYTE(line + j, L_ALPHA_CHANNEL);
+            if (alpha ^ 0xff)  /* not opaque */
+                return 0;
+        }
+    }
+
+    *popaque = TRUE;
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *             Setup helpers for 8 bpp byte processing         *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixSetupByteProcessing()
+ *
+ * \param[in]    pix   8 bpp, no colormap
+ * \param[out]   pw    [optional] width
+ * \param[out]   ph    [optional] height
+ * \return  line ptr array, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a simple helper for processing 8 bpp images with
+ *          direct byte access.  It can swap byte order within each word.
+ *      (2) After processing, you must call pixCleanupByteProcessing(),
+ *          which frees the lineptr array and restores byte order.
+ *      (3) Usage:
+ *              l_uint8 **lineptrs = pixSetupByteProcessing(pix, &w, &h);
+ *              for (i = 0; i < h; i++) {
+ *                  l_uint8 *line = lineptrs[i];
+ *                  for (j = 0; j < w; j++) {
+ *                      val = line[j];
+ *                      ...
+ *                  }
+ *              }
+ *              pixCleanupByteProcessing(pix, lineptrs);
+ * 

+ */
+l_uint8 **
+pixSetupByteProcessing(PIX      *pix,
+                       l_int32  *pw,
+                       l_int32  *ph)
+{
+l_int32  w, h;
+
+    PROCNAME("pixSetupByteProcessing");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (!pix || pixGetDepth(pix) != 8)
+        return (l_uint8 **)ERROR_PTR("pix not defined or not 8 bpp",
+                                     procName, NULL);
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (pw) *pw = w;
+    if (ph) *ph = h;
+    if (pixGetColormap(pix))
+        return (l_uint8 **)ERROR_PTR("pix has colormap", procName, NULL);
+
+    pixEndianByteSwap(pix);
+    return (l_uint8 **)pixGetLinePtrs(pix, NULL);
+}
+
+
+/*!
+ * \brief   pixCleanupByteProcessing()
+ *
+ * \param[in]   pix        8 bpp, no colormap
+ * \param[in]   lineptrs   ptrs to the beginning of each raster line of data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This must be called after processing that was initiated
+ *          by pixSetupByteProcessing() has finished.
+ * 

+ */
+l_ok
+pixCleanupByteProcessing(PIX      *pix,
+                         l_uint8 **lineptrs)
+{
+    PROCNAME("pixCleanupByteProcessing");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!lineptrs)
+        return ERROR_INT("lineptrs not defined", procName, 1);
+
+    pixEndianByteSwap(pix);
+    LEPT_FREE(lineptrs);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *      Setting parameters for antialias masking with alpha transforms    *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   l_setAlphaMaskBorder()
+ *
+ * \param[in]    val1, val2     in [0.0 ... 1.0]
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) This sets the opacity values used to generate the two outer
+ *          boundary rings in the alpha mask associated with geometric
+ *          transforms such as pixRotateWithAlpha().
+ *      (2) The default values are val1 = 0.0 (completely transparent
+ *          in the outermost ring) and val2 = 0.5 (half transparent
+ *          in the second ring).  When the image is blended, this
+ *          completely removes the outer ring (shrinking the image by
+ *          2 in each direction), and alpha-blends with 0.5 the second ring.
+ *          Using val1 = 0.25 and val2 = 0.75 gives a slightly more
+ *          blurred border, with no perceptual difference at screen resolution.
+ *      (3) The actual mask values are found by multiplying these
+ *          normalized opacity values by 255.
+ * 

+ */
+void
+l_setAlphaMaskBorder(l_float32  val1,
+                     l_float32  val2)
+{
+    val1 = L_MAX(0.0, L_MIN(1.0, val1));
+    val2 = L_MAX(0.0, L_MIN(1.0, val2));
+    AlphaMaskBorderVals[0] = val1;
+    AlphaMaskBorderVals[1] = val2;
+}
diff --git a/3rdparty/hgOCR/leptonica/pix3.c b/3rdparty/hgOCR/leptonica/pix3.c
new file mode 100644
index 00000000..39d171f1
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pix3.c
@@ -0,0 +1,3507 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pix3.c
+ * 
+ *
+ *    This file has these operations:
+ *
+ *      (1) Mask-directed operations
+ *      (2) Full-image bit-logical operations
+ *      (3) Foreground pixel counting operations on 1 bpp images
+ *      (4) Average and variance of pixel values
+ *      (5) Mirrored tiling of a smaller image
+ *
+ *
+ *    Masked operations
+ *           l_int32     pixSetMasked()
+ *           l_int32     pixSetMaskedGeneral()
+ *           l_int32     pixCombineMasked()
+ *           l_int32     pixCombineMaskedGeneral()
+ *           l_int32     pixPaintThroughMask()
+ *           l_int32     pixCopyWithBoxa()  -- this is boxa-directed
+ *           PIX        *pixPaintSelfThroughMask()
+ *           PIX        *pixMakeMaskFromVal()
+ *           PIX        *pixMakeMaskFromLUT()
+ *           PIX        *pixMakeArbMaskFromRGB()
+ *           PIX        *pixSetUnderTransparency()
+ *           PIX        *pixMakeAlphaFromMask()
+ *           l_int32     pixGetColorNearMaskBoundary()
+ *
+ *    One and two-image boolean operations on arbitrary depth images
+ *           PIX        *pixInvert()
+ *           PIX        *pixOr()
+ *           PIX        *pixAnd()
+ *           PIX        *pixXor()
+ *           PIX        *pixSubtract()
+ *
+ *    Foreground pixel counting in 1 bpp images
+ *           l_int32     pixZero()
+ *           l_int32     pixForegroundFraction()
+ *           NUMA       *pixaCountPixels()
+ *           l_int32     pixCountPixels()
+ *           l_int32     pixCountPixelsInRect()
+ *           NUMA       *pixCountByRow()
+ *           NUMA       *pixCountByColumn()
+ *           NUMA       *pixCountPixelsByRow()
+ *           NUMA       *pixCountPixelsByColumn()
+ *           l_int32     pixCountPixelsInRow()
+ *           NUMA       *pixGetMomentByColumn()
+ *           l_int32     pixThresholdPixelSum()
+ *           l_int32    *makePixelSumTab8()
+ *           l_int32    *makePixelCentroidTab8()
+ *
+ *    Average of pixel values in gray images
+ *           NUMA       *pixAverageByRow()
+ *           NUMA       *pixAverageByColumn()
+ *           l_int32     pixAverageInRect()
+ *
+ *    Variance of pixel values in gray images
+ *           NUMA       *pixVarianceByRow()
+ *           NUMA       *pixVarianceByColumn()
+ *           l_int32     pixVarianceInRect()
+ *
+ *    Average of absolute value of pixel differences in gray images
+ *           NUMA       *pixAbsDiffByRow()
+ *           NUMA       *pixAbsDiffByColumn()
+ *           l_int32     pixAbsDiffInRect()
+ *           l_int32     pixAbsDiffOnLine()
+ *
+ *    Count of pixels with specific value
+ *           l_int32     pixCountArbInRect()
+ *
+ *    Mirrored tiling
+ *           PIX        *pixMirroredTiling()
+ *
+ *    Representative tile near but outside region
+ *           l_int32     pixFindRepCloseTile()
+ *
+ *    Static helper function
+ *           static BOXA    *findTileRegionsForSearch()
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+static BOXA *findTileRegionsForSearch(BOX *box, l_int32 w, l_int32 h,
+                                      l_int32 searchdir, l_int32 mindist,
+                                      l_int32 tsize, l_int32 ntiles);
+
+#ifndef  NO_CONSOLE_IO
+#define   EQUAL_SIZE_WARNING      0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*-------------------------------------------------------------*
+ *                        Masked operations                    *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixSetMasked()
+ *
+ * \param[in]   pixd   1, 2, 4, 8, 16 or 32 bpp; or colormapped
+ * \param[in]   pixm   [optional] 1 bpp mask; no operation if NULL
+ * \param[in]   val    value to set at each masked pixel
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place operation.
+ *      (2) NOTE: For cmapped images, this calls pixSetMaskedCmap().
+ *          %val must be the 32-bit color representation of the RGB pixel.
+ *          It is not the index into the colormap!
+ *      (2) If pixm == NULL, a warning is given.
+ *      (3) This is an implicitly aligned operation, where the UL
+ *          corners of pixd and pixm coincide.  A warning is
+ *          issued if the two image sizes differ significantly,
+ *          but the operation proceeds.
+ *      (4) Each pixel in pixd that co-locates with an ON pixel
+ *          in pixm is set to the specified input value.
+ *          Other pixels in pixd are not changed.
+ *      (5) You can visualize this as painting the color through
+ *          the mask, as a stencil.
+ *      (6) If you do not want to have the UL corners aligned,
+ *          use the function pixSetMaskedGeneral(), which requires
+ *          you to input the UL corner of pixm relative to pixd.
+ *      (7) Implementation details: see comments in pixPaintThroughMask()
+ *          for when we use rasterop to do the painting.
+ * 

+ */
+l_ok
+pixSetMasked(PIX      *pixd,
+             PIX      *pixm,
+             l_uint32  val)
+{
+l_int32    wd, hd, wm, hm, w, h, d, wpld, wplm;
+l_int32    i, j, rval, gval, bval;
+l_uint32  *datad, *datam, *lined, *linem;
+
+    PROCNAME("pixSetMasked");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixm) {
+        L_WARNING("no mask; nothing to do\n", procName);
+        return 0;
+    }
+    if (pixGetColormap(pixd)) {
+        extractRGBValues(val, &rval, &gval, &bval);
+        return pixSetMaskedCmap(pixd, pixm, 0, 0, rval, gval, bval);
+    }
+
+    if (pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    d = pixGetDepth(pixd);
+    if (d == 1)
+        val &= 1;
+    else if (d == 2)
+        val &= 3;
+    else if (d == 4)
+        val &= 0x0f;
+    else if (d == 8)
+        val &= 0xff;
+    else if (d == 16)
+        val &= 0xffff;
+    else if (d != 32)
+        return ERROR_INT("pixd not 1, 2, 4, 8, 16 or 32 bpp", procName, 1);
+    pixGetDimensions(pixm, &wm, &hm, NULL);
+
+        /* If d == 1, use rasterop; it's about 25x faster */
+    if (d == 1) {
+        if (val == 0) {
+            PIX *pixmi = pixInvert(NULL, pixm);
+            pixRasterop(pixd, 0, 0, wm, hm, PIX_MASK, pixmi, 0, 0);
+            pixDestroy(&pixmi);
+        } else {  /* val == 1 */
+            pixRasterop(pixd, 0, 0, wm, hm, PIX_PAINT, pixm, 0, 0);
+        }
+        return 0;
+    }
+
+        /* For d < 32, use rasterop for val == 0 (black); ~3x faster. */
+    if (d < 32 && val == 0) {
+        PIX *pixmd = pixUnpackBinary(pixm, d, 1);
+        pixRasterop(pixd, 0, 0, wm, hm, PIX_MASK, pixmd, 0, 0);
+        pixDestroy(&pixmd);
+        return 0;
+    }
+
+        /* For d < 32, use rasterop for val == maxval (white); ~3x faster. */
+    if (d < 32 && val == ((1 << d) - 1)) {
+        PIX *pixmd = pixUnpackBinary(pixm, d, 0);
+        pixRasterop(pixd, 0, 0, wm, hm, PIX_PAINT, pixmd, 0, 0);
+        pixDestroy(&pixmd);
+        return 0;
+    }
+
+    pixGetDimensions(pixd, &wd, &hd, &d);
+    w = L_MIN(wd, wm);
+    h = L_MIN(hd, hm);
+    if (L_ABS(wd - wm) > 7 || L_ABS(hd - hm) > 7)  /* allow a small tolerance */
+        L_WARNING("pixd and pixm sizes differ\n", procName);
+
+    datad = pixGetData(pixd);
+    datam = pixGetData(pixm);
+    wpld = pixGetWpl(pixd);
+    wplm = pixGetWpl(pixm);
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        linem = datam + i * wplm;
+        for (j = 0; j < w; j++) {
+            if (GET_DATA_BIT(linem, j)) {
+                switch(d)
+                {
+                case 2:
+                    SET_DATA_DIBIT(lined, j, val);
+                    break;
+                case 4:
+                    SET_DATA_QBIT(lined, j, val);
+                    break;
+                case 8:
+                    SET_DATA_BYTE(lined, j, val);
+                    break;
+                case 16:
+                    SET_DATA_TWO_BYTES(lined, j, val);
+                    break;
+                case 32:
+                    *(lined + j) = val;
+                    break;
+                default:
+                    return ERROR_INT("shouldn't get here", procName, 1);
+                }
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetMaskedGeneral()
+ *
+ * \param[in]   pixd    8, 16 or 32 bpp
+ * \param[in]   pixm    [optional] 1 bpp mask; no operation if null
+ * \param[in]   val     value to set at each masked pixel
+ * \param[in]   x, y    location of UL corner of pixm relative to pixd;
+ *                      can be negative
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place operation.
+ *      (2) Alignment is explicit.  If you want the UL corners of
+ *          the two images to be aligned, use pixSetMasked().
+ *      (3) A typical use would be painting through the foreground
+ *          of a small binary mask pixm, located somewhere on a
+ *          larger pixd.  Other pixels in pixd are not changed.
+ *      (4) You can visualize this as painting the color through
+ *          the mask, as a stencil.
+ *      (5) This uses rasterop to handle clipping and different depths of pixd.
+ *      (6) If pixd has a colormap, you should call pixPaintThroughMask().
+ *      (7) Why is this function here, if pixPaintThroughMask() does the
+ *          same thing, and does it more generally?  I've retained it here
+ *          to show how one can paint through a mask using only full
+ *          image rasterops, rather than pixel peeking in pixm and poking
+ *          in pixd.  It's somewhat baroque, but I found it amusing.
+ * 

+ */
+l_ok
+pixSetMaskedGeneral(PIX      *pixd,
+                    PIX      *pixm,
+                    l_uint32  val,
+                    l_int32   x,
+                    l_int32   y)
+{
+l_int32    wm, hm, d;
+PIX       *pixmu, *pixc;
+
+    PROCNAME("pixSetMaskedGeneral");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixm)  /* nothing to do */
+        return 0;
+
+    d = pixGetDepth(pixd);
+    if (d != 8 && d != 16 && d != 32)
+        return ERROR_INT("pixd not 8, 16 or 32 bpp", procName, 1);
+    if (pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+
+        /* Unpack binary to depth d, with inversion:  1 --> 0, 0 --> 0xff... */
+    if ((pixmu = pixUnpackBinary(pixm, d, 1)) == NULL)
+        return ERROR_INT("pixmu not made", procName, 1);
+
+        /* Clear stenciled pixels in pixd */
+    pixGetDimensions(pixm, &wm, &hm, NULL);
+    pixRasterop(pixd, x, y, wm, hm, PIX_SRC & PIX_DST, pixmu, 0, 0);
+
+        /* Generate image with requisite color */
+    if ((pixc = pixCreateTemplate(pixmu)) == NULL) {
+        pixDestroy(&pixmu);
+        return ERROR_INT("pixc not made", procName, 1);
+    }
+    pixSetAllArbitrary(pixc, val);
+
+        /* Invert stencil mask, and paint color color into stencil */
+    pixInvert(pixmu, pixmu);
+    pixAnd(pixmu, pixmu, pixc);
+
+        /* Finally, repaint stenciled pixels, with val, in pixd */
+    pixRasterop(pixd, x, y, wm, hm, PIX_SRC | PIX_DST, pixmu, 0, 0);
+
+    pixDestroy(&pixmu);
+    pixDestroy(&pixc);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCombineMasked()
+ *
+ * \param[in]   pixd   1 bpp, 8 bpp gray or 32 bpp rgb; no cmap
+ * \param[in]   pixs   1 bpp, 8 bpp gray or 32 bpp rgb; no cmap
+ * \param[in]   pixm   [optional] 1 bpp mask; no operation if NULL
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place operation; pixd is changed.
+ *      (2) This sets each pixel in pixd that co-locates with an ON
+ *          pixel in pixm to the corresponding value of pixs.
+ *      (3) pixs and pixd must be the same depth and not colormapped.
+ *      (4) All three input pix are aligned at the UL corner, and the
+ *          operation is clipped to the intersection of all three images.
+ *      (5) If pixm == NULL, it's a no-op.
+ *      (6) Implementation: see notes in pixCombineMaskedGeneral().
+ *          For 8 bpp selective masking, you might guess that it
+ *          would be faster to generate an 8 bpp version of pixm,
+ *          using pixConvert1To8(pixm, 0, 255), and then use a
+ *          general combine operation
+ *               d = (d & ~m) | (s & m)
+ *          on a word-by-word basis.  Not always.  The word-by-word
+ *          combine takes a time that is independent of the mask data.
+ *          If the mask is relatively sparse, the byte-check method
+ *          is actually faster!
+ * 

+ */
+l_ok
+pixCombineMasked(PIX  *pixd,
+                 PIX  *pixs,
+                 PIX  *pixm)
+{
+l_int32    w, h, d, ws, hs, ds, wm, hm, dm, wmin, hmin;
+l_int32    wpl, wpls, wplm, i, j, val;
+l_uint32  *data, *datas, *datam, *line, *lines, *linem;
+PIX       *pixt;
+
+    PROCNAME("pixCombineMasked");
+
+    if (!pixm)  /* nothing to do */
+        return 0;
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixd, &w, &h, &d);
+    pixGetDimensions(pixs, &ws, &hs, &ds);
+    pixGetDimensions(pixm, &wm, &hm, &dm);
+    if (d != ds)
+        return ERROR_INT("pixs and pixd depths differ", procName, 1);
+    if (dm != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (d != 1 && d != 8 && d != 32)
+        return ERROR_INT("pixd not 1, 8 or 32 bpp", procName, 1);
+    if (pixGetColormap(pixd) || pixGetColormap(pixs))
+        return ERROR_INT("pixs and/or pixd is cmapped", procName, 1);
+
+        /* For d = 1, use rasterop.  pixt is the part from pixs, under
+         * the fg of pixm, that is to be combined with pixd.  We also
+         * use pixt to remove all fg of pixd that is under the fg of pixm.
+         * Then pixt and pixd are combined by ORing. */
+    wmin = L_MIN(w, L_MIN(ws, wm));
+    hmin = L_MIN(h, L_MIN(hs, hm));
+    if (d == 1) {
+        pixt = pixAnd(NULL, pixs, pixm);
+        pixRasterop(pixd, 0, 0, wmin, hmin, PIX_DST & PIX_NOT(PIX_SRC),
+                    pixm, 0, 0);
+        pixRasterop(pixd, 0, 0, wmin, hmin, PIX_SRC | PIX_DST, pixt, 0, 0);
+        pixDestroy(&pixt);
+        return 0;
+    }
+
+    data = pixGetData(pixd);
+    datas = pixGetData(pixs);
+    datam = pixGetData(pixm);
+    wpl = pixGetWpl(pixd);
+    wpls = pixGetWpl(pixs);
+    wplm = pixGetWpl(pixm);
+    if (d == 8) {
+        for (i = 0; i < hmin; i++) {
+            line = data + i * wpl;
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < wmin; j++) {
+                if (GET_DATA_BIT(linem, j)) {
+                   val = GET_DATA_BYTE(lines, j);
+                   SET_DATA_BYTE(line, j, val);
+                }
+            }
+        }
+    } else {  /* d == 32 */
+        for (i = 0; i < hmin; i++) {
+            line = data + i * wpl;
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < wmin; j++) {
+                if (GET_DATA_BIT(linem, j))
+                   line[j] = lines[j];
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCombineMaskedGeneral()
+ *
+ * \param[in]   pixd   1 bpp, 8 bpp gray or 32 bpp rgb
+ * \param[in]   pixs   1 bpp, 8 bpp gray or 32 bpp rgb
+ * \param[in]   pixm   [optional] 1 bpp mask
+ * \param[in]   x, y   origin of pixs and pixm relative to pixd; can be negative
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place operation; pixd is changed.
+ *      (2) This is a generalized version of pixCombinedMasked(), where
+ *          the source and mask can be placed at the same (arbitrary)
+ *          location relative to pixd.
+ *      (3) pixs and pixd must be the same depth and not colormapped.
+ *      (4) The UL corners of both pixs and pixm are aligned with
+ *          the point (x, y) of pixd, and the operation is clipped to
+ *          the intersection of all three images.
+ *      (5) If pixm == NULL, it's a no-op.
+ *      (6) Implementation.  There are two ways to do these.  In the first,
+ *          we use rasterop, ORing the part of pixs under the mask
+ *          with pixd (which has been appropriately cleared there first).
+ *          In the second, the mask is used one pixel at a time to
+ *          selectively replace pixels of pixd with those of pixs.
+ *          Here, we use rasterop for 1 bpp and pixel-wise replacement
+ *          for 8 and 32 bpp.  To use rasterop for 8 bpp, for example,
+ *          we must first generate an 8 bpp version of the mask.
+ *          The code is simple:
+ *
+ *             Pix *pixm8 = pixConvert1To8(NULL, pixm, 0, 255);
+ *             Pix *pixt = pixAnd(NULL, pixs, pixm8);
+ *             pixRasterop(pixd, x, y, wmin, hmin, PIX_DST & PIX_NOT(PIX_SRC),
+ *                         pixm8, 0, 0);
+ *             pixRasterop(pixd, x, y, wmin, hmin, PIX_SRC | PIX_DST,
+ *                         pixt, 0, 0);
+ *             pixDestroy(&pixt);
+ *             pixDestroy(&pixm8);
+ * 

+ */
+l_ok
+pixCombineMaskedGeneral(PIX      *pixd,
+                        PIX      *pixs,
+                        PIX      *pixm,
+                        l_int32   x,
+                        l_int32   y)
+{
+l_int32    d, w, h, ws, hs, ds, wm, hm, dm, wmin, hmin;
+l_int32    wpl, wpls, wplm, i, j, val;
+l_uint32  *data, *datas, *datam, *line, *lines, *linem;
+PIX       *pixt;
+
+    PROCNAME("pixCombineMaskedGeneral");
+
+    if (!pixm)  /* nothing to do */
+        return 0;
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixd, &w, &h, &d);
+    pixGetDimensions(pixs, &ws, &hs, &ds);
+    pixGetDimensions(pixm, &wm, &hm, &dm);
+    if (d != ds)
+        return ERROR_INT("pixs and pixd depths differ", procName, 1);
+    if (dm != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (d != 1 && d != 8 && d != 32)
+        return ERROR_INT("pixd not 1, 8 or 32 bpp", procName, 1);
+    if (pixGetColormap(pixd) || pixGetColormap(pixs))
+        return ERROR_INT("pixs and/or pixd is cmapped", procName, 1);
+
+        /* For d = 1, use rasterop.  pixt is the part from pixs, under
+         * the fg of pixm, that is to be combined with pixd.  We also
+         * use pixt to remove all fg of pixd that is under the fg of pixm.
+         * Then pixt and pixd are combined by ORing. */
+    wmin = L_MIN(ws, wm);
+    hmin = L_MIN(hs, hm);
+    if (d == 1) {
+        pixt = pixAnd(NULL, pixs, pixm);
+        pixRasterop(pixd, x, y, wmin, hmin, PIX_DST & PIX_NOT(PIX_SRC),
+                    pixm, 0, 0);
+        pixRasterop(pixd, x, y, wmin, hmin, PIX_SRC | PIX_DST, pixt, 0, 0);
+        pixDestroy(&pixt);
+        return 0;
+    }
+
+    wpl = pixGetWpl(pixd);
+    data = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    datas = pixGetData(pixs);
+    wplm = pixGetWpl(pixm);
+    datam = pixGetData(pixm);
+
+    for (i = 0; i < hmin; i++) {
+        if (y + i < 0 || y + i >= h) continue;
+        line = data + (y + i) * wpl;
+        lines = datas + i * wpls;
+        linem = datam + i * wplm;
+        for (j = 0; j < wmin; j++) {
+            if (x + j < 0 || x + j >= w) continue;
+            if (GET_DATA_BIT(linem, j)) {
+                switch (d)
+                {
+                case 8:
+                    val = GET_DATA_BYTE(lines, j);
+                    SET_DATA_BYTE(line, x + j, val);
+                    break;
+                case 32:
+                    *(line + x + j) = *(lines + j);
+                    break;
+                default:
+                    return ERROR_INT("shouldn't get here", procName, 1);
+                }
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixPaintThroughMask()
+ *
+ * \param[in]   pixd   1, 2, 4, 8, 16 or 32 bpp; or colormapped
+ * \param[in]   pixm   [optional] 1 bpp mask
+ * \param[in]   x, y   origin of pixm relative to pixd; can be negative
+ * \param[in]   val    pixel value to set at each masked pixel
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place operation.  Calls pixSetMaskedCmap() for colormapped
+ *          images.
+ *      (2) For 1, 2, 4, 8 and 16 bpp gray, we take the appropriate
+ *          number of least significant bits of val.
+ *      (3) If pixm == NULL, it's a no-op.
+ *      (4) The mask origin is placed at (x,y) on pixd, and the
+ *          operation is clipped to the intersection of rectangles.
+ *      (5) For rgb, the components in val are in the canonical locations,
+ *          with red in location COLOR_RED, etc.
+ *      (6) Implementation detail 1:
+ *          For painting with val == 0 or val == maxval, you can use rasterop.
+ *          If val == 0, invert the mask so that it's 0 over the region
+ *          into which you want to write, and use PIX_SRC & PIX_DST to
+ *          clear those pixels.  To write with val = maxval (all 1's),
+ *          use PIX_SRC | PIX_DST to set all bits under the mask.
+ *      (7) Implementation detail 2:
+ *          The rasterop trick can be used for depth > 1 as well.
+ *          For val == 0, generate the mask for depth d from the binary
+ *          mask using
+ *              pixmd = pixUnpackBinary(pixm, d, 1);
+ *          and use pixRasterop() with PIX_MASK.  For val == maxval,
+ *              pixmd = pixUnpackBinary(pixm, d, 0);
+ *          and use pixRasterop() with PIX_PAINT.
+ *          But note that if d == 32 bpp, it is about 3x faster to use
+ *          the general implementation (not pixRasterop()).
+ *      (8) Implementation detail 3:
+ *          It might be expected that the switch in the inner loop will
+ *          cause large branching delays and should be avoided.
+ *          This is not the case, because the entrance is always the
+ *          same and the compiler can correctly predict the jump.
+ * 

+ */
+l_ok
+pixPaintThroughMask(PIX      *pixd,
+                    PIX      *pixm,
+                    l_int32   x,
+                    l_int32   y,
+                    l_uint32  val)
+{
+l_int32    d, w, h, wm, hm, wpl, wplm, i, j, rval, gval, bval;
+l_uint32  *data, *datam, *line, *linem;
+
+    PROCNAME("pixPaintThroughMask");
+
+    if (!pixm)  /* nothing to do */
+        return 0;
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (pixGetColormap(pixd)) {
+        extractRGBValues(val, &rval, &gval, &bval);
+        return pixSetMaskedCmap(pixd, pixm, x, y, rval, gval, bval);
+    }
+
+    if (pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    d = pixGetDepth(pixd);
+    if (d == 1)
+        val &= 1;
+    else if (d == 2)
+        val &= 3;
+    else if (d == 4)
+        val &= 0x0f;
+    else if (d == 8)
+        val &= 0xff;
+    else if (d == 16)
+        val &= 0xffff;
+    else if (d != 32)
+        return ERROR_INT("pixd not 1, 2, 4, 8, 16 or 32 bpp", procName, 1);
+    pixGetDimensions(pixm, &wm, &hm, NULL);
+
+        /* If d == 1, use rasterop; it's about 25x faster. */
+    if (d == 1) {
+        if (val == 0) {
+            PIX *pixmi = pixInvert(NULL, pixm);
+            pixRasterop(pixd, x, y, wm, hm, PIX_MASK, pixmi, 0, 0);
+            pixDestroy(&pixmi);
+        } else {  /* val == 1 */
+            pixRasterop(pixd, x, y, wm, hm, PIX_PAINT, pixm, 0, 0);
+        }
+        return 0;
+    }
+
+        /* For d < 32, use rasterop if val == 0 (black); ~3x faster. */
+    if (d < 32 && val == 0) {
+        PIX *pixmd = pixUnpackBinary(pixm, d, 1);
+        pixRasterop(pixd, x, y, wm, hm, PIX_MASK, pixmd, 0, 0);
+        pixDestroy(&pixmd);
+        return 0;
+    }
+
+        /* For d < 32, use rasterop if val == maxval (white); ~3x faster. */
+    if (d < 32 && val == ((1 << d) - 1)) {
+        PIX *pixmd = pixUnpackBinary(pixm, d, 0);
+        pixRasterop(pixd, x, y, wm, hm, PIX_PAINT, pixmd, 0, 0);
+        pixDestroy(&pixmd);
+        return 0;
+    }
+
+        /* All other cases */
+    pixGetDimensions(pixd, &w, &h, NULL);
+    wpl = pixGetWpl(pixd);
+    data = pixGetData(pixd);
+    wplm = pixGetWpl(pixm);
+    datam = pixGetData(pixm);
+    for (i = 0; i < hm; i++) {
+        if (y + i < 0 || y + i >= h) continue;
+        line = data + (y + i) * wpl;
+        linem = datam + i * wplm;
+        for (j = 0; j < wm; j++) {
+            if (x + j < 0 || x + j >= w) continue;
+            if (GET_DATA_BIT(linem, j)) {
+                switch (d)
+                {
+                case 2:
+                    SET_DATA_DIBIT(line, x + j, val);
+                    break;
+                case 4:
+                    SET_DATA_QBIT(line, x + j, val);
+                    break;
+                case 8:
+                    SET_DATA_BYTE(line, x + j, val);
+                    break;
+                case 16:
+                    SET_DATA_TWO_BYTES(line, x + j, val);
+                    break;
+                case 32:
+                    *(line + x + j) = val;
+                    break;
+                default:
+                    return ERROR_INT("shouldn't get here", procName, 1);
+                }
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCopyWithBoxa()
+ *
+ * \param[in]   pixs         all depths; cmap ok
+ * \param[in]   boxa         e.g., from components of a photomask
+ * \param[in]   background   L_SET_WHITE or L_SET_BLACK
+ * \return  pixd or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Pixels from pixs are copied ("blitted") through each box into pixd.
+ *      (2) Pixels not copied are preset to either white or black.
+ *      (3) This fast and simple implementation can use rasterop because
+ *          each region to be copied is rectangular.
+ *      (4) A much slower implemention that doesn't use rasterop would make
+ *          a 1 bpp mask from the boxa and then copy, pixel by pixel,
+ *          through the mask:
+ *             pixGetDimensions(pixs, &w, &h, NULL);
+ *             pixm = pixCreate(w, h, 1);
+ *             pixm = pixMaskBoxa(pixm, pixm, boxa);
+ *             pixd = pixCreateTemplate(pixs);
+ *             pixSetBlackOrWhite(pixd, background);
+ *             pixCombineMasked(pixd, pixs, pixm);
+ *             pixDestroy(&pixm);
+ * 

+ */
+PIX *
+pixCopyWithBoxa(PIX     *pixs,
+                BOXA    *boxa,
+                l_int32  background)
+{
+l_int32  i, n, x, y, w, h;
+PIX     *pixd;
+
+    PROCNAME("pixCopyWithBoxa");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!boxa)
+        return (PIX *)ERROR_PTR("boxa not defined", procName, NULL);
+    if (background != L_SET_WHITE && background != L_SET_BLACK)
+        return (PIX *)ERROR_PTR("invalid background", procName, NULL);
+
+    pixd = pixCreateTemplate(pixs);
+    pixSetBlackOrWhite(pixd, background);
+    n = boxaGetCount(boxa);
+    for (i = 0; i < n; i++) {
+        boxaGetBoxGeometry(boxa, i, &x, &y, &w, &h);
+        pixRasterop(pixd, x, y, w, h, PIX_SRC, pixs, x, y);
+    }
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixPaintSelfThroughMask()
+ *
+ * \param[in]   pixd       8 bpp gray or 32 bpp rgb; not colormapped
+ * \param[in]   pixm       1 bpp mask
+ * \param[in]   x, y       origin of pixm relative to pixd; must not be negative
+ * \param[in]   searchdir  L_HORIZ, L_VERT or L_BOTH_DIRECTIONS
+ * \param[in]   mindist    min distance of nearest tile edge to box; >= 0
+ * \param[in]   tilesize   requested size for tiling; may be reduced
+ * \param[in]   ntiles     number of tiles tested in each row/column
+ * \param[in]   distblend  distance outside the fg used for blending with pixs
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place operation; pixd is changed.
+ *      (2) If pixm == NULL, it's a no-op.
+ *      (3) The mask origin is placed at (x,y) on pixd, and the
+ *          operation is clipped to the intersection of pixd and the
+ *          fg of the mask.
+ *      (4) %tsize is the the requested size for tiling.  The actual
+ *          actual size for each c.c. will be bounded by the minimum
+ *          dimension of the c.c.
+ *      (5) For %mindist, %searchdir and %ntiles, see pixFindRepCloseTile().
+ *          They determine the set of possible tiles that can be used
+ *          to build a larger mirrored tile to paint onto pixd through
+ *          the c.c. of pixm.
+ *      (6) %distblend is used for alpha blending.  It is only applied
+ *          if there is exactly one c.c. in the mask.  Use distblend == 0
+ *          to skip blending and just paint through the 1 bpp mask.
+ *      (7) To apply blending to more than 1 component, call this function
+ *          repeatedly with %pixm, %x and %y representing one component of
+ *          the mask each time.  This would be done as follows, for an
+ *          underlying image pixs and mask pixm of components to fill:
+ *              Boxa *boxa = pixConnComp(pixm, &pixa, 8);
+ *              n = boxaGetCount(boxa);
+ *              for (i = 0; i < n; i++) {
+ *                  Pix *pix = pixaGetPix(pixa, i, L_CLONE);
+ *                  Box *box = pixaGetBox(pixa, i, L_CLONE);
+ *                  boxGetGeometry(box, &bx, &by, &bw, &bh);
+ *                  pixPaintSelfThroughMask(pixs, pix, bx, by, searchdir,
+ *                                     mindist, tilesize, ntiles, distblend);
+ *                  pixDestroy(&pix);
+ *                  boxDestroy(&box);
+ *              }
+ *              pixaDestroy(&pixa);
+ *              boxaDestroy(&boxa);
+ *      (8) If no tiles can be found, this falls back to estimating the
+ *          color near the boundary of the region to be textured.
+ *      (9) This can be used to replace the pixels in some regions of
+ *          an image by selected neighboring pixels.  The mask represents
+ *          the pixels to be replaced.  For each connected component in
+ *          the mask, this function selects up to two tiles of neighboring
+ *          pixels to be used for replacement of pixels represented by
+ *          the component (i.e., under the FG of that component in the mask).
+ *          After selection, mirror replication is used to generate an
+ *          image that is large enough to cover the component.  Alpha
+ *          blending can also be used outside of the component, but near the
+ *          edge, to blur the transition between painted and original pixels.
+ * 

+ */
+l_ok
+pixPaintSelfThroughMask(PIX      *pixd,
+                        PIX      *pixm,
+                        l_int32   x,
+                        l_int32   y,
+                        l_int32   searchdir,
+                        l_int32   mindist,
+                        l_int32   tilesize,
+                        l_int32   ntiles,
+                        l_int32   distblend)
+{
+l_int32   w, h, d, wm, hm, dm, i, n, bx, by, bw, bh, edgeblend, retval, minside;
+l_uint32  pixval;
+BOX      *box, *boxv, *boxh;
+BOXA     *boxa;
+PIX      *pixf, *pixv, *pixh, *pix1, *pix2, *pix3, *pix4, *pix5;
+PIXA     *pixa;
+
+    PROCNAME("pixPaintSelfThroughMask");
+
+    if (!pixm)  /* nothing to do */
+        return 0;
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (pixGetColormap(pixd) != NULL)
+        return ERROR_INT("pixd has colormap", procName, 1);
+    pixGetDimensions(pixd, &w, &h, &d);
+    if (d != 8 && d != 32)
+        return ERROR_INT("pixd not 8 or 32 bpp", procName, 1);
+    pixGetDimensions(pixm, &wm, &hm, &dm);
+    if (dm != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (x < 0 || y < 0)
+        return ERROR_INT("x and y must be non-negative", procName, 1);
+    if (searchdir != L_HORIZ && searchdir != L_VERT &&
+        searchdir != L_BOTH_DIRECTIONS)
+        return ERROR_INT("invalid searchdir", procName, 1);
+    if (tilesize < 2)
+        return ERROR_INT("tilesize must be >= 2", procName, 1);
+    if (distblend < 0)
+        return ERROR_INT("distblend must be >= 0", procName, 1);
+
+        /* Embed mask in full sized mask */
+    if (wm < w || hm < h) {
+        pixf = pixCreate(w, h, 1);
+        pixRasterop(pixf, x, y, wm, hm, PIX_SRC, pixm, 0, 0);
+    } else {
+        pixf = pixCopy(NULL, pixm);
+    }
+
+        /* Get connected components of mask */
+    boxa = pixConnComp(pixf, &pixa, 8);
+    if ((n = pixaGetCount(pixa)) == 0) {
+        L_WARNING("no fg in mask\n", procName);
+        pixDestroy(&pixf);
+        pixaDestroy(&pixa);
+        boxaDestroy(&boxa);
+        return 1;
+    }
+    boxaDestroy(&boxa);
+
+        /* For each c.c., generate one or two representative tiles for
+         * texturizing and apply through the mask.  The input 'tilesize'
+         * is the requested value.  Note that if there is exactly one
+         * component, and blending at the edge is requested, an alpha mask
+         * is generated, which is larger than the bounding box of the c.c. */
+    edgeblend = (n == 1 && distblend > 0) ? 1 : 0;
+    if (distblend > 0 && n > 1)
+        L_WARNING("%d components; can not blend at edges\n", procName, n);
+    retval = 0;
+    for (i = 0; i < n; i++) {
+        if (edgeblend) {
+            pix1 = pixMakeAlphaFromMask(pixf, distblend, &box);
+        } else {
+            pix1 = pixaGetPix(pixa, i, L_CLONE);
+            box = pixaGetBox(pixa, i, L_CLONE);
+        }
+        boxGetGeometry(box, &bx, &by, &bw, &bh);
+        minside = L_MIN(bw, bh);
+
+        boxh = boxv = NULL;
+        if (searchdir == L_HORIZ || searchdir == L_BOTH_DIRECTIONS) {
+            pixFindRepCloseTile(pixd, box, L_HORIZ, mindist,
+                                L_MIN(minside, tilesize), ntiles, &boxh, 0);
+        }
+        if (searchdir == L_VERT || searchdir == L_BOTH_DIRECTIONS) {
+            pixFindRepCloseTile(pixd, box, L_VERT, mindist,
+                                L_MIN(minside, tilesize), ntiles, &boxv, 0);
+        }
+        if (!boxh && !boxv) {
+            L_WARNING("tile region not selected; paint color near boundary\n",
+                      procName);
+            pixDestroy(&pix1);
+            pix1 = pixaGetPix(pixa, i, L_CLONE);
+            pixaGetBoxGeometry(pixa, i, &bx, &by, NULL, NULL);
+            retval = pixGetColorNearMaskBoundary(pixd, pixm, box, distblend,
+                                                 &pixval, 0);
+            pixSetMaskedGeneral(pixd, pix1, pixval, bx, by);
+            pixDestroy(&pix1);
+            boxDestroy(&box);
+            continue;
+        }
+
+            /* Extract the selected squares from pixd */
+        pixh = (boxh) ? pixClipRectangle(pixd, boxh, NULL) : NULL;
+        pixv = (boxv) ? pixClipRectangle(pixd, boxv, NULL) : NULL;
+        if (pixh && pixv)
+            pix2 = pixBlend(pixh, pixv, 0, 0, 0.5);
+        else if (pixh)
+            pix2 = pixClone(pixh);
+        else  /* pixv */
+            pix2 = pixClone(pixv);
+        pixDestroy(&pixh);
+        pixDestroy(&pixv);
+        boxDestroy(&boxh);
+        boxDestroy(&boxv);
+
+            /* Generate an image the size of the b.b. of the c.c.,
+             * possibly extended by the blending distance, which
+             * is then either painted through the c.c. mask or
+             * blended using the alpha mask for that c.c.  */
+        pix3 = pixMirroredTiling(pix2, bw, bh);
+        if (edgeblend) {
+            pix4 = pixClipRectangle(pixd, box, NULL);
+            pix5 = pixBlendWithGrayMask(pix4, pix3, pix1, 0, 0);
+            pixRasterop(pixd, bx, by, bw, bh, PIX_SRC, pix5, 0, 0);
+            pixDestroy(&pix4);
+            pixDestroy(&pix5);
+        } else {
+            pixCombineMaskedGeneral(pixd, pix3, pix1, bx, by);
+        }
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+        boxDestroy(&box);
+    }
+
+    pixaDestroy(&pixa);
+    pixDestroy(&pixf);
+    return retval;
+}
+
+
+/*!
+ * \brief   pixMakeMaskFromVal()
+ *
+ * \param[in]   pixs   2, 4 or 8 bpp; can be colormapped
+ * \param[in]   val    pixel value
+ * \return  pixd 1 bpp mask, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a 1 bpp mask image, where a 1 is written in
+ *          the mask for each pixel in pixs that has a value %val.
+ *      (2) If no pixels have the value, an empty mask is generated.
+ * 

+ */
+PIX *
+pixMakeMaskFromVal(PIX     *pixs,
+                   l_int32  val)
+{
+l_int32    w, h, d, i, j, sval, wpls, wpld;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixMakeMaskFromVal");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 2 && d != 4 && d != 8)
+        return (PIX *)ERROR_PTR("pix not 2, 4 or 8 bpp", procName, NULL);
+
+    pixd = pixCreate(w, h, 1);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            if (d == 2)
+                sval = GET_DATA_DIBIT(lines, j);
+            else if (d == 4)
+                sval = GET_DATA_QBIT(lines, j);
+            else  /* d == 8 */
+                sval = GET_DATA_BYTE(lines, j);
+            if (sval == val)
+                SET_DATA_BIT(lined, j);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixMakeMaskFromLUT()
+ *
+ * \param[in]   pixs   2, 4 or 8 bpp; can be colormapped
+ * \param[in]   tab    256-entry LUT; 1 means to write to mask
+ * \return  pixd 1 bpp mask, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a 1 bpp mask image, where a 1 is written in
+ *          the mask for each pixel in pixs that has a value corresponding
+ *          to a 1 in the LUT.
+ *      (2) The LUT should be of size 256.
+ * 

+ */
+PIX *
+pixMakeMaskFromLUT(PIX      *pixs,
+                   l_int32  *tab)
+{
+l_int32    w, h, d, i, j, val, wpls, wpld;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixMakeMaskFromLUT");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!tab)
+        return (PIX *)ERROR_PTR("tab not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 2 && d != 4 && d != 8)
+        return (PIX *)ERROR_PTR("pix not 2, 4 or 8 bpp", procName, NULL);
+
+    pixd = pixCreate(w, h, 1);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            if (d == 2)
+                val = GET_DATA_DIBIT(lines, j);
+            else if (d == 4)
+                val = GET_DATA_QBIT(lines, j);
+            else  /* d == 8 */
+                val = GET_DATA_BYTE(lines, j);
+            if (tab[val] == 1)
+                SET_DATA_BIT(lined, j);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixMakeArbMaskFromRGB()
+ *
+ * \param[in]   pixs         32 bpp RGB
+ * \param[in]   rc, gc, bc   arithmetic factors; can be negative
+ * \param[in]   thresh       lower threshold on weighted sum of components
+ * \return  pixd 1 bpp mask, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a 1 bpp mask image, where a 1 is written in
+ *          the mask for each pixel in pixs that satisfies
+ *               rc * rval + gc * gval + bc * bval > thresh
+ *          where rval is the red component, etc.
+ *      (2) Unlike with pixConvertToGray(), there are no constraints
+ *          on the color coefficients, which can be negative.  For
+ *          example, a mask that discriminates against red and in favor
+ *          of blue will have rc < 0.0 and bc > 0.0.
+ *      (3) To make the result independent of intensity (the 'V' in HSV),
+ *          select coefficients so that %thresh = 0.  Then the result
+ *          is not changed when all components are multiplied by the
+ *          same constant (as long as nothing saturates).  This can be
+ *          useful if, for example, the illumination is not uniform.
+ * 

+ */
+PIX *
+pixMakeArbMaskFromRGB(PIX       *pixs,
+                      l_float32  rc,
+                      l_float32  gc,
+                      l_float32  bc,
+                      l_float32  thresh)
+{
+PIX  *pix1, *pix2;
+
+    PROCNAME("pixMakeArbMaskFromRGB");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+    if (thresh >= 255.0) thresh = 254.0;  /* avoid 8 bit overflow */
+
+    if ((pix1 = pixConvertRGBToGrayArb(pixs, rc, gc, bc)) == NULL)
+        return (PIX *)ERROR_PTR("pix1 not made", procName, NULL);
+    pix2 = pixThresholdToBinary(pix1, thresh + 1);
+    pixInvert(pix2, pix2);
+    pixDestroy(&pix1);
+    return pix2;
+}
+
+
+/*!
+ * \brief   pixSetUnderTransparency()
+ *
+ * \param[in]   pixs    32 bpp rgba
+ * \param[in]   val     32 bit unsigned color to use where alpha == 0
+ * \param[in]   debug   displays layers of pixs
+ * \return  pixd 32 bpp rgba, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This sets the r, g and b components under every fully
+ *          transparent alpha component to %val.  The alpha components
+ *          are unchanged.
+ *      (2) Full transparency is denoted by alpha == 0.  Setting
+ *          all pixels to a constant %val where alpha is transparent
+ *          can improve compressibility by reducing the entropy.
+ *      (3) The visual result depends on how the image is displayed.
+ *          (a) For display devices that respect the use of the alpha
+ *              layer, this will not affect the appearance.
+ *          (b) For typical leptonica operations, alpha is ignored,
+ *              so there will be a change in appearance because this
+ *              resets the rgb values in the fully transparent region.
+ *      (4) pixRead() and pixWrite() will, by default, read and write
+ *          4-component (rgba) pix in png format.  To ignore the alpha
+ *          component after reading, or omit it on writing, pixSetSpp(..., 3).
+ *      (5) Here are some examples:
+ *          * To convert all fully transparent pixels in a 4 component
+ *            (rgba) png file to white:
+ *              pixs = pixRead();
+ *              pixd = pixSetUnderTransparency(pixs, 0xffffff00, 0);
+ *          * To write pixd with the alpha component:
+ *              pixWrite(, pixd, IFF_PNG);
+ *          * To write and rgba image without the alpha component, first do:
+ *              pixSetSpp(pixd, 3);
+ *            If you later want to use the alpha, spp must be reset to 4.
+ *          * (fancier) To remove the alpha by blending the image over
+ *            a white background:
+ *              pixRemoveAlpha()
+ *            This changes all pixel values where the alpha component is
+ *            not opaque (255).
+ *      (6) Caution.  rgb images in leptonica typically have value 0 in
+ *          the alpha channel, which is fully transparent.  If spp for
+ *          such an image were changed from 3 to 4, the image becomes
+ *          fully transparent, and this function will set each pixel to %val.
+ *          If you really want to set every pixel to the same value,
+ *          use pixSetAllArbitrary().
+ *      (7) This is useful for compressing an RGBA image where the part
+ *          of the image that is fully transparent is random junk; compression
+ *          is typically improved by setting that region to a constant.
+ *          For rendering as a 3 component RGB image over a uniform
+ *          background of arbitrary color, use pixAlphaBlendUniform().
+ * 

+ */
+PIX *
+pixSetUnderTransparency(PIX      *pixs,
+                        l_uint32  val,
+                        l_int32   debug)
+{
+PIX  *pixg, *pixm, *pixt, *pixd;
+
+    PROCNAME("pixSetUnderTransparency");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not defined or not 32 bpp",
+                                procName, NULL);
+
+    if (pixGetSpp(pixs) != 4) {
+        L_WARNING("no alpha channel; returning a copy\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Make a mask from the alpha component with ON pixels
+         * wherever the alpha component is fully transparent (0).
+         * The hard way:
+         *     l_int32 *lut = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+         *     lut[0] = 1;
+         *     pixg = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+         *     pixm = pixMakeMaskFromLUT(pixg, lut);
+         *     LEPT_FREE(lut);
+         * But there's an easier way to set pixels in a mask where
+         * the alpha component is 0 ...  */
+    pixg = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+    pixm = pixThresholdToBinary(pixg, 1);
+
+    if (debug) {
+        pixt = pixDisplayLayersRGBA(pixs, 0xffffff00, 600);
+        pixDisplay(pixt, 0, 0);
+        pixDestroy(&pixt);
+    }
+
+    pixd = pixCopy(NULL, pixs);
+    pixSetMasked(pixd, pixm, (val & 0xffffff00));
+    pixDestroy(&pixg);
+    pixDestroy(&pixm);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixMakeAlphaFromMask()
+ *
+ * \param[in]    pixs   1 bpp
+ * \param[in]    dist   blending distance; typically 10 - 30
+ * \param[out]   pbox   [optional] use NULL to get the full size
+ * \return  pixd (8 bpp gray, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a 8 bpp alpha layer that is opaque (256)
+ *          over the FG of pixs, and goes transparent linearly away
+ *          from the FG pixels, decaying to 0 (transparent) is an
+ *          8-connected distance given by %dist.  If %dist == 0,
+ *          this does a simple conversion from 1 to 8 bpp.
+ *      (2) If &box == NULL, this returns an alpha mask that is the
+ *          full size of pixs.  Otherwise, the returned mask pixd covers
+ *          just the FG pixels of pixs, expanded by %dist in each
+ *          direction (if possible), and the returned box gives the
+ *          location of the returned mask relative to pixs.
+ *      (3) This is useful for painting through a mask and allowing
+ *          blending of the painted image with an underlying image
+ *          in the mask background for pixels near foreground mask pixels.
+ *          For example, with an underlying rgb image pix1, an overlaying
+ *          image rgb pix2, binary mask pixm, and dist > 0, this
+ *          blending is achieved with:
+ *              pix3 = pixMakeAlphaFromMask(pixm, dist, &box);
+ *              boxGetGeometry(box, &x, &y, NULL, NULL);
+ *              pix4 = pixBlendWithGrayMask(pix1, pix2, pix3, x, y);
+ * 

+ */
+PIX *
+pixMakeAlphaFromMask(PIX     *pixs,
+                     l_int32  dist,
+                     BOX    **pbox)
+{
+l_int32  w, h;
+BOX     *box1, *box2;
+PIX     *pix1, *pixd;
+
+    PROCNAME("pixMakeAlphaFromMask");
+
+    if (pbox) *pbox = NULL;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (dist < 0)
+        return (PIX *)ERROR_PTR("dist must be >= 0", procName, NULL);
+
+        /* If requested, extract just the region to be affected by the mask */
+    if (pbox) {
+        pixClipToForeground(pixs, NULL, &box1);
+        if (!box1) {
+            L_WARNING("no ON pixels in mask\n", procName);
+            return pixCreateTemplate(pixs);  /* all background (0) */
+        }
+
+        boxAdjustSides(box1, box1, -dist, dist, -dist, dist);
+        pixGetDimensions(pixs, &w, &h, NULL);
+        box2 = boxClipToRectangle(box1, w, h);
+        *pbox = box2;
+        pix1 = pixClipRectangle(pixs, box2, NULL);
+        boxDestroy(&box1);
+    } else {
+        pix1 = pixCopy(NULL, pixs);
+    }
+
+    if (dist == 0) {
+        pixd = pixConvert1To8(NULL, pix1, 0, 255);
+        pixDestroy(&pix1);
+        return pixd;
+    }
+
+        /* Blur the boundary of the input mask */
+    pixInvert(pix1, pix1);
+    pixd = pixDistanceFunction(pix1, 8, 8, L_BOUNDARY_FG);
+    pixMultConstantGray(pixd, 256.0 / dist);
+    pixInvert(pixd, pixd);
+    pixDestroy(&pix1);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixGetColorNearMaskBoundary()
+ *
+ * \param[in]    pixs    32 bpp rgb
+ * \param[in]    pixm    1 bpp mask, full image
+ * \param[in]    box     region of mask; typically b.b. of a component
+ * \param[in]    dist    distance into BG from mask boundary to use
+ * \param[out]   pval    average pixel value
+ * \param[in]    debug   1 to output mask images
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This finds the average color in a set of pixels that are
+ *          roughly a distance %dist from the c.c. boundary and in the
+ *          background of the mask image.
+ * 

+ */
+l_ok
+pixGetColorNearMaskBoundary(PIX       *pixs,
+                            PIX       *pixm,
+                            BOX       *box,
+                            l_int32    dist,
+                            l_uint32  *pval,
+                            l_int32    debug)
+{
+char       op[64];
+l_int32    empty, bx, by;
+l_float32  rval, gval, bval;
+BOX       *box1, *box2;
+PIX       *pix1, *pix2, *pix3;
+
+    PROCNAME("pixGetColorNearMaskBoundary");
+
+    if (!pval)
+        return ERROR_INT("&pval not defined", procName, 1);
+    *pval = 0xffffff00;  /* white */
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs undefined or not 32 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm undefined or not 1 bpp", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    if (dist < 0)
+        return ERROR_INT("dist must be >= 0", procName, 1);
+
+        /* Clip mask piece, expanded beyond %box by (%dist + 5) on each side.
+         * box1 is the region requested; box2 is the actual region retrieved,
+         * which is clipped to %pixm */
+    box1 = boxAdjustSides(NULL, box, -dist - 5, dist + 5, -dist - 5, dist + 5);
+    pix1 = pixClipRectangle(pixm, box1, &box2);
+
+        /* Expand FG by %dist into the BG */
+    if (dist == 0) {
+        pix2 = pixCopy(NULL, pix1);
+    } else {
+        snprintf(op, sizeof(op), "d%d.%d", 2 * dist, 2 * dist);
+        pix2 = pixMorphSequence(pix1, op, 0);
+    }
+
+        /* Expand again by 5 pixels on all sides (dilate 11x11) and XOR,
+         * getting the annulus of FG pixels between %dist and %dist + 5 */
+    pix3 = pixCopy(NULL, pix2);
+    pixDilateBrick(pix3, pix3, 11, 11);
+    pixXor(pix3, pix3, pix2);
+    pixZero(pix3, &empty);
+    if (!empty) {
+            /* Scan the same region in %pixs, to get average under FG in pix3 */
+        boxGetGeometry(box2, &bx, &by, NULL, NULL);
+        pixGetAverageMaskedRGB(pixs, pix3, bx, by, 1, L_MEAN_ABSVAL,
+                               &rval, &gval, &bval);
+        composeRGBPixel((l_int32)(rval + 0.5), (l_int32)(gval + 0.5),
+                        (l_int32)(bval + 0.5), pval);
+    } else {
+        L_WARNING("no pixels found\n", procName);
+    }
+
+    if (debug) {
+        lept_rmdir("masknear");  /* erase previous images */
+        lept_mkdir("masknear");
+        pixWriteDebug("/tmp/masknear/input.png", pix1, IFF_PNG);
+        pixWriteDebug("/tmp/masknear/adjusted.png", pix2, IFF_PNG);
+        pixWriteDebug("/tmp/masknear/outerfive.png", pix3, IFF_PNG);
+        fprintf(stderr, "Input box; with adjusted sides; clipped\n");
+        boxPrintStreamInfo(stderr, box);
+        boxPrintStreamInfo(stderr, box1);
+        boxPrintStreamInfo(stderr, box2);
+    }
+
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    pixDestroy(&pix3);
+    boxDestroy(&box1);
+    boxDestroy(&box2);
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *    One and two-image boolean ops on arbitrary depth images  *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixInvert()
+ *
+ * \param[in]   pixd  [optional]; this can be null, equal to pixs,
+ *                    or different from pixs
+ * \param[in]   pixs
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This inverts pixs, for all pixel depths.
+ *      (2) There are 3 cases:
+ *           (a) pixd == null,   ~src --> new pixd
+ *           (b) pixd == pixs,   ~src --> src  (in-place)
+ *           (c) pixd != pixs,   ~src --> input pixd
+ *      (3) For clarity, if the case is known, use these patterns:
+ *           (a) pixd = pixInvert(NULL, pixs);
+ *           (b) pixInvert(pixs, pixs);
+ *           (c) pixInvert(pixd, pixs);
+ * 

+ */
+PIX *
+pixInvert(PIX  *pixd,
+          PIX  *pixs)
+{
+    PROCNAME("pixInvert");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Prepare pixd for in-place operation */
+    if ((pixd = pixCopy(pixd, pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+
+    pixRasterop(pixd, 0, 0, pixGetWidth(pixd), pixGetHeight(pixd),
+                PIX_NOT(PIX_DST), NULL, 0, 0);   /* invert pixd */
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixOr()
+ *
+ * \param[in]   pixd    [optional]; this can be null, equal to pixs1,
+ *                      different from pixs1
+ * \param[in]   pixs1   can be == pixd
+ * \param[in]   pixs2   must be != pixd
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) This gives the union of two images with equal depth,
+ *          aligning them to the the UL corner.  pixs1 and pixs2
+ *          need not have the same width and height.
+ *      (2) There are 3 cases:
+ *            (a) pixd == null,   (src1 | src2) --> new pixd
+ *            (b) pixd == pixs1,  (src1 | src2) --> src1  (in-place)
+ *            (c) pixd != pixs1,  (src1 | src2) --> input pixd
+ *      (3) For clarity, if the case is known, use these patterns:
+ *            (a) pixd = pixOr(NULL, pixs1, pixs2);
+ *            (b) pixOr(pixs1, pixs1, pixs2);
+ *            (c) pixOr(pixd, pixs1, pixs2);
+ *      (4) The size of the result is determined by pixs1.
+ *      (5) The depths of pixs1 and pixs2 must be equal.
+ *      (6) Note carefully that the order of pixs1 and pixs2 only matters
+ *          for the in-place case.  For in-place, you must have
+ *          pixd == pixs1.  Setting pixd == pixs2 gives an incorrect
+ *          result: the copy puts pixs1 image data in pixs2, and
+ *          the rasterop is then between pixs2 and pixs2 (a no-op).
+ * 

+ */
+PIX *
+pixOr(PIX  *pixd,
+      PIX  *pixs1,
+      PIX  *pixs2)
+{
+    PROCNAME("pixOr");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd);
+    if (pixd == pixs2)
+        return (PIX *)ERROR_PTR("cannot have pixs2 == pixd", procName, pixd);
+    if (pixGetDepth(pixs1) != pixGetDepth(pixs2))
+        return (PIX *)ERROR_PTR("depths of pixs* unequal", procName, pixd);
+
+#if  EQUAL_SIZE_WARNING
+    if (!pixSizesEqual(pixs1, pixs2))
+        L_WARNING("pixs1 and pixs2 not equal sizes\n", procName);
+#endif  /* EQUAL_SIZE_WARNING */
+
+        /* Prepare pixd to be a copy of pixs1 */
+    if ((pixd = pixCopy(pixd, pixs1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, pixd);
+
+        /* src1 | src2 --> dest */
+    pixRasterop(pixd, 0, 0, pixGetWidth(pixd), pixGetHeight(pixd),
+                PIX_SRC | PIX_DST, pixs2, 0, 0);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixAnd()
+ *
+ * \param[in]   pixd    [optional]; this can be null, equal to pixs1,
+ *                      different from pixs1
+ * \param[in]   pixs1   can be == pixd
+ * \param[in]   pixs2   must be != pixd
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) This gives the intersection of two images with equal depth,
+ *          aligning them to the the UL corner.  pixs1 and pixs2
+ *          need not have the same width and height.
+ *      (2) There are 3 cases:
+ *            (a) pixd == null,   (src1 & src2) --> new pixd
+ *            (b) pixd == pixs1,  (src1 & src2) --> src1  (in-place)
+ *            (c) pixd != pixs1,  (src1 & src2) --> input pixd
+ *      (3) For clarity, if the case is known, use these patterns:
+ *            (a) pixd = pixAnd(NULL, pixs1, pixs2);
+ *            (b) pixAnd(pixs1, pixs1, pixs2);
+ *            (c) pixAnd(pixd, pixs1, pixs2);
+ *      (4) The size of the result is determined by pixs1.
+ *      (5) The depths of pixs1 and pixs2 must be equal.
+ *      (6) Note carefully that the order of pixs1 and pixs2 only matters
+ *          for the in-place case.  For in-place, you must have
+ *          pixd == pixs1.  Setting pixd == pixs2 gives an incorrect
+ *          result: the copy puts pixs1 image data in pixs2, and
+ *          the rasterop is then between pixs2 and pixs2 (a no-op).
+ * 

+ */
+PIX *
+pixAnd(PIX  *pixd,
+       PIX  *pixs1,
+       PIX  *pixs2)
+{
+    PROCNAME("pixAnd");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd);
+    if (pixd == pixs2)
+        return (PIX *)ERROR_PTR("cannot have pixs2 == pixd", procName, pixd);
+    if (pixGetDepth(pixs1) != pixGetDepth(pixs2))
+        return (PIX *)ERROR_PTR("depths of pixs* unequal", procName, pixd);
+
+#if  EQUAL_SIZE_WARNING
+    if (!pixSizesEqual(pixs1, pixs2))
+        L_WARNING("pixs1 and pixs2 not equal sizes\n", procName);
+#endif  /* EQUAL_SIZE_WARNING */
+
+        /* Prepare pixd to be a copy of pixs1 */
+    if ((pixd = pixCopy(pixd, pixs1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, pixd);
+
+        /* src1 & src2 --> dest */
+    pixRasterop(pixd, 0, 0, pixGetWidth(pixd), pixGetHeight(pixd),
+                PIX_SRC & PIX_DST, pixs2, 0, 0);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixXor()
+ *
+ * \param[in]   pixd    [optional]; this can be null, equal to pixs1,
+ *                      different from pixs1
+ * \param[in]   pixs1   can be == pixd
+ * \param[in]   pixs2   must be != pixd
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) This gives the XOR of two images with equal depth,
+ *          aligning them to the the UL corner.  pixs1 and pixs2
+ *          need not have the same width and height.
+ *      (2) There are 3 cases:
+ *            (a) pixd == null,   (src1 ^ src2) --> new pixd
+ *            (b) pixd == pixs1,  (src1 ^ src2) --> src1  (in-place)
+ *            (c) pixd != pixs1,  (src1 ^ src2) --> input pixd
+ *      (3) For clarity, if the case is known, use these patterns:
+ *            (a) pixd = pixXor(NULL, pixs1, pixs2);
+ *            (b) pixXor(pixs1, pixs1, pixs2);
+ *            (c) pixXor(pixd, pixs1, pixs2);
+ *      (4) The size of the result is determined by pixs1.
+ *      (5) The depths of pixs1 and pixs2 must be equal.
+ *      (6) Note carefully that the order of pixs1 and pixs2 only matters
+ *          for the in-place case.  For in-place, you must have
+ *          pixd == pixs1.  Setting pixd == pixs2 gives an incorrect
+ *          result: the copy puts pixs1 image data in pixs2, and
+ *          the rasterop is then between pixs2 and pixs2 (a no-op).
+ * 

+ */
+PIX *
+pixXor(PIX  *pixd,
+       PIX  *pixs1,
+       PIX  *pixs2)
+{
+    PROCNAME("pixXor");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd);
+    if (pixd == pixs2)
+        return (PIX *)ERROR_PTR("cannot have pixs2 == pixd", procName, pixd);
+    if (pixGetDepth(pixs1) != pixGetDepth(pixs2))
+        return (PIX *)ERROR_PTR("depths of pixs* unequal", procName, pixd);
+
+#if  EQUAL_SIZE_WARNING
+    if (!pixSizesEqual(pixs1, pixs2))
+        L_WARNING("pixs1 and pixs2 not equal sizes\n", procName);
+#endif  /* EQUAL_SIZE_WARNING */
+
+        /* Prepare pixd to be a copy of pixs1 */
+    if ((pixd = pixCopy(pixd, pixs1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, pixd);
+
+        /* src1 ^ src2 --> dest */
+    pixRasterop(pixd, 0, 0, pixGetWidth(pixd), pixGetHeight(pixd),
+                PIX_SRC ^ PIX_DST, pixs2, 0, 0);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixSubtract()
+ *
+ * \param[in]   pixd    [optional]; this can be null, equal to pixs1,
+ *                      equal to pixs2, or different from both pixs1 and pixs2
+ * \param[in]   pixs1   can be == pixd
+ * \param[in]   pixs2   can be == pixd
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) This gives the set subtraction of two images with equal depth,
+ *          aligning them to the the UL corner.  pixs1 and pixs2
+ *          need not have the same width and height.
+ *      (2) Source pixs2 is always subtracted from source pixs1.
+ *          The result is
+ *                  pixs1 \ pixs2 = pixs1 & (~pixs2)
+ *      (3) There are 4 cases:
+ *            (a) pixd == null,   (src1 - src2) --> new pixd
+ *            (b) pixd == pixs1,  (src1 - src2) --> src1  (in-place)
+ *            (c) pixd == pixs2,  (src1 - src2) --> src2  (in-place)
+ *            (d) pixd != pixs1 && pixd != pixs2),
+ *                                 (src1 - src2) --> input pixd
+ *      (4) For clarity, if the case is known, use these patterns:
+ *            (a) pixd = pixSubtract(NULL, pixs1, pixs2);
+ *            (b) pixSubtract(pixs1, pixs1, pixs2);
+ *            (c) pixSubtract(pixs2, pixs1, pixs2);
+ *            (d) pixSubtract(pixd, pixs1, pixs2);
+ *      (5) The size of the result is determined by pixs1.
+ *      (6) The depths of pixs1 and pixs2 must be equal.
+ * 

+ */
+PIX *
+pixSubtract(PIX  *pixd,
+            PIX  *pixs1,
+            PIX  *pixs2)
+{
+l_int32  w, h;
+
+    PROCNAME("pixSubtract");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd);
+    if (pixGetDepth(pixs1) != pixGetDepth(pixs2))
+        return (PIX *)ERROR_PTR("depths of pixs* unequal", procName, pixd);
+
+#if  EQUAL_SIZE_WARNING
+    if (!pixSizesEqual(pixs1, pixs2))
+        L_WARNING("pixs1 and pixs2 not equal sizes\n", procName);
+#endif  /* EQUAL_SIZE_WARNING */
+
+    pixGetDimensions(pixs1, &w, &h, NULL);
+    if (!pixd) {
+        pixd = pixCopy(NULL, pixs1);
+        pixRasterop(pixd, 0, 0, w, h, PIX_DST & PIX_NOT(PIX_SRC),
+            pixs2, 0, 0);   /* src1 & (~src2)  */
+    } else if (pixd == pixs1) {
+        pixRasterop(pixd, 0, 0, w, h, PIX_DST & PIX_NOT(PIX_SRC),
+            pixs2, 0, 0);   /* src1 & (~src2)  */
+    } else if (pixd == pixs2) {
+        pixRasterop(pixd, 0, 0, w, h, PIX_NOT(PIX_DST) & PIX_SRC,
+            pixs1, 0, 0);   /* src1 & (~src2)  */
+    } else  { /* pixd != pixs1 && pixd != pixs2 */
+        pixCopy(pixd, pixs1);  /* sizes pixd to pixs1 if unequal */
+        pixRasterop(pixd, 0, 0, w, h, PIX_DST & PIX_NOT(PIX_SRC),
+            pixs2, 0, 0);   /* src1 & (~src2)  */
+    }
+
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *                         Pixel counting                      *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixZero()
+ *
+ * \param[in]    pix     all depths; colormap OK
+ * \param[out]   pempty  1 if all bits in image data field are 0; 0 otherwise
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For a binary image, if there are no fg (black) pixels, empty = 1.
+ *      (2) For a grayscale image, if all pixels are black (0), empty = 1.
+ *      (3) For an RGB image, if all 4 components in every pixel is 0,
+ *          empty = 1.
+ *      (4) For a colormapped image, pixel values are 0.  The colormap
+ *          is ignored.
+ * 

+ */
+l_ok
+pixZero(PIX      *pix,
+        l_int32  *pempty)
+{
+l_int32    w, h, wpl, i, j, fullwords, endbits;
+l_uint32   endmask;
+l_uint32  *data, *line;
+
+    PROCNAME("pixZero");
+
+    if (!pempty)
+        return ERROR_INT("&empty not defined", procName, 1);
+    *pempty = 1;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    w = pixGetWidth(pix) * pixGetDepth(pix);  /* in bits */
+    h = pixGetHeight(pix);
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    fullwords = w / 32;
+    endbits = w & 31;
+    endmask = (endbits == 0) ? 0 : (0xffffffffU << (32 - endbits));
+
+    for (i = 0; i < h; i++) {
+        line = data + wpl * i;
+        for (j = 0; j < fullwords; j++)
+            if (*line++) {
+                *pempty = 0;
+                return 0;
+            }
+        if (endbits) {
+            if (*line & endmask) {
+                *pempty = 0;
+                return 0;
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixForegroundFraction()
+ *
+ * \param[in]    pix      1 bpp
+ * \param[out]   pfract   fraction of ON pixels
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixForegroundFraction(PIX        *pix,
+                      l_float32  *pfract)
+{
+l_int32  w, h, count;
+
+    PROCNAME("pixForegroundFraction");
+
+    if (!pfract)
+        return ERROR_INT("&fract not defined", procName, 1);
+    *pfract = 0.0;
+    if (!pix || pixGetDepth(pix) != 1)
+        return ERROR_INT("pix not defined or not 1 bpp", procName, 1);
+
+    pixCountPixels(pix, &count, NULL);
+    pixGetDimensions(pix, &w, &h, NULL);
+    *pfract = (l_float32)count / (l_float32)(w * h);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaCountPixels()
+ *
+ * \param[in]    pixa    array of 1 bpp pix
+ * \return  na of ON pixels in each pix, or NULL on error
+ */
+NUMA *
+pixaCountPixels(PIXA  *pixa)
+{
+l_int32   d, i, n, count;
+l_int32  *tab;
+NUMA     *na;
+PIX      *pix;
+
+    PROCNAME("pixaCountPixels");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pix not defined", procName, NULL);
+
+    if ((n = pixaGetCount(pixa)) == 0)
+        return numaCreate(1);
+
+    pix = pixaGetPix(pixa, 0, L_CLONE);
+    d = pixGetDepth(pix);
+    pixDestroy(&pix);
+    if (d != 1)
+        return (NUMA *)ERROR_PTR("pixa not 1 bpp", procName, NULL);
+
+    if ((na = numaCreate(n)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    tab = makePixelSumTab8();
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        pixCountPixels(pix, &count, tab);
+        numaAddNumber(na, count);
+        pixDestroy(&pix);
+    }
+
+    LEPT_FREE(tab);
+    return na;
+}
+
+
+/*!
+ * \brief   pixCountPixels()
+ *
+ * \param[in]    pixs     1 bpp
+ * \param[out]   pcount   count of ON pixels
+ * \param[in]    tab8     [optional] 8-bit pixel lookup table
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixCountPixels(PIX      *pixs,
+               l_int32  *pcount,
+               l_int32  *tab8)
+{
+l_uint32   endmask;
+l_int32    w, h, wpl, i, j;
+l_int32    fullwords, endbits, sum;
+l_int32   *tab;
+l_uint32  *data;
+
+    PROCNAME("pixCountPixels");
+
+    if (!pcount)
+        return ERROR_INT("&count not defined", procName, 1);
+    *pcount = 0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    tab = (tab8) ? tab8 : makePixelSumTab8();
+    pixGetDimensions(pixs, &w, &h, NULL);
+    wpl = pixGetWpl(pixs);
+    data = pixGetData(pixs);
+    fullwords = w >> 5;
+    endbits = w & 31;
+    endmask = (endbits == 0) ? 0 : (0xffffffffU << (32 - endbits));
+
+    sum = 0;
+    for (i = 0; i < h; i++, data += wpl) {
+        for (j = 0; j < fullwords; j++) {
+            l_uint32 word = data[j];
+            if (word) {
+                sum += tab[word & 0xff] +
+                       tab[(word >> 8) & 0xff] +
+                       tab[(word >> 16) & 0xff] +
+                       tab[(word >> 24) & 0xff];
+            }
+        }
+        if (endbits) {
+            l_uint32 word = data[j] & endmask;
+            if (word) {
+                sum += tab[word & 0xff] +
+                       tab[(word >> 8) & 0xff] +
+                       tab[(word >> 16) & 0xff] +
+                       tab[(word >> 24) & 0xff];
+            }
+        }
+    }
+    *pcount = sum;
+
+    if (!tab8) LEPT_FREE(tab);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCountPixelsInRect()
+ *
+ * \param[in]    pixs     1 bpp
+ * \param[in]    box      (can be null)
+ * \param[out]   pcount   count of ON pixels
+ * \param[in]    tab8     [optional] 8-bit pixel lookup table
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixCountPixelsInRect(PIX      *pixs,
+                     BOX      *box,
+                     l_int32  *pcount,
+                     l_int32  *tab8)
+{
+l_int32  bx, by, bw, bh;
+PIX     *pix1;
+
+    PROCNAME("pixCountPixelsInRect");
+
+    if (!pcount)
+        return ERROR_INT("&count not defined", procName, 1);
+    *pcount = 0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    if (box) {
+        boxGetGeometry(box, &bx, &by, &bw, &bh);
+        pix1 = pixCreate(bw, bh, 1);
+        pixRasterop(pix1, 0, 0, bw, bh, PIX_SRC, pixs, bx, by);
+        pixCountPixels(pix1, pcount, tab8);
+        pixDestroy(&pix1);
+    } else {
+        pixCountPixels(pixs, pcount, tab8);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCountByRow()
+ *
+ * \param[in]   pix   1 bpp
+ * \param[in]   box   [optional] clipping box for count; can be null
+ * \return  na of number of ON pixels by row, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ * 

+ */
+NUMA *
+pixCountByRow(PIX      *pix,
+              BOX      *box)
+{
+l_int32    i, j, w, h, wpl, count, xstart, xend, ystart, yend, bw, bh;
+l_uint32  *line, *data;
+NUMA      *na;
+
+    PROCNAME("pixCountByRow");
+
+    if (!pix || pixGetDepth(pix) != 1)
+        return (NUMA *)ERROR_PTR("pix undefined or not 1 bpp", procName, NULL);
+    if (!box)
+        return pixCountPixelsByRow(pix, NULL);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+
+    if ((na = numaCreate(bh)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, ystart, 1);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (i = ystart; i < yend; i++) {
+        count = 0;
+        line = data + i * wpl;
+        for (j = xstart; j < xend; j++) {
+            if (GET_DATA_BIT(line, j))
+                count++;
+        }
+        numaAddNumber(na, count);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixCountByColumn()
+ *
+ * \param[in]   pix   1 bpp
+ * \param[in]   box   [optional] clipping box for count; can be null
+ * \return  na of number of ON pixels by column, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ * 

+ */
+NUMA *
+pixCountByColumn(PIX      *pix,
+                 BOX      *box)
+{
+l_int32    i, j, w, h, wpl, count, xstart, xend, ystart, yend, bw, bh;
+l_uint32  *line, *data;
+NUMA      *na;
+
+    PROCNAME("pixCountByColumn");
+
+    if (!pix || pixGetDepth(pix) != 1)
+        return (NUMA *)ERROR_PTR("pix undefined or not 1 bpp", procName, NULL);
+    if (!box)
+        return pixCountPixelsByColumn(pix);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+
+    if ((na = numaCreate(bw)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, xstart, 1);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (j = xstart; j < xend; j++) {
+        count = 0;
+        for (i = ystart; i < yend; i++) {
+            line = data + i * wpl;
+            if (GET_DATA_BIT(line, j))
+                count++;
+        }
+        numaAddNumber(na, count);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixCountPixelsByRow()
+ *
+ * \param[in]   pix   1 bpp
+ * \param[in]   tab8  [optional] 8-bit pixel lookup table
+ * \return  na of counts, or NULL on error
+ */
+NUMA *
+pixCountPixelsByRow(PIX      *pix,
+                    l_int32  *tab8)
+{
+l_int32   h, i, count;
+l_int32  *tab;
+NUMA     *na;
+
+    PROCNAME("pixCountPixelsByRow");
+
+    if (!pix || pixGetDepth(pix) != 1)
+        return (NUMA *)ERROR_PTR("pix undefined or not 1 bpp", procName, NULL);
+
+    h = pixGetHeight(pix);
+    if ((na = numaCreate(h)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+
+    tab = (tab8) ? tab8 : makePixelSumTab8();
+    for (i = 0; i < h; i++) {
+        pixCountPixelsInRow(pix, i, &count, tab);
+        numaAddNumber(na, count);
+    }
+
+    if (!tab8) LEPT_FREE(tab);
+    return na;
+}
+
+
+/*!
+ * \brief   pixCountPixelsByColumn()
+ *
+ * \param[in]   pix   1 bpp
+ * \return  na of counts in each column, or NULL on error
+ */
+NUMA *
+pixCountPixelsByColumn(PIX  *pix)
+{
+l_int32     i, j, w, h, wpl;
+l_uint32   *line, *data;
+l_float32  *array;
+NUMA       *na;
+
+    PROCNAME("pixCountPixelsByColumn");
+
+    if (!pix || pixGetDepth(pix) != 1)
+        return (NUMA *)ERROR_PTR("pix undefined or not 1 bpp", procName, NULL);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if ((na = numaCreate(w)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetCount(na, w);
+    array = numaGetFArray(na, L_NOCOPY);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (i = 0; i < h; i++) {
+        line = data + wpl * i;
+        for (j = 0; j < w; j++) {
+            if (GET_DATA_BIT(line, j))
+                array[j] += 1.0;
+        }
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixCountPixelsInRow()
+ *
+ * \param[in]    pix     1 bpp
+ * \param[in]    row     number
+ * \param[out]   pcount  sum of ON pixels in raster line
+ * \param[in]    tab8    [optional] 8-bit pixel lookup table
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixCountPixelsInRow(PIX      *pix,
+                    l_int32   row,
+                    l_int32  *pcount,
+                    l_int32  *tab8)
+{
+l_uint32   word, endmask;
+l_int32    j, w, h, wpl;
+l_int32    fullwords, endbits, sum;
+l_int32   *tab;
+l_uint32  *line;
+
+    PROCNAME("pixCountPixelsInRow");
+
+    if (!pcount)
+        return ERROR_INT("&count not defined", procName, 1);
+    *pcount = 0;
+    if (!pix || pixGetDepth(pix) != 1)
+        return ERROR_INT("pix not defined or not 1 bpp", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (row < 0 || row >= h)
+        return ERROR_INT("row out of bounds", procName, 1);
+    wpl = pixGetWpl(pix);
+    line = pixGetData(pix) + row * wpl;
+    fullwords = w >> 5;
+    endbits = w & 31;
+    endmask = (endbits == 0) ? 0 : (0xffffffffU << (32 - endbits));
+
+    tab = (tab8) ? tab8 : makePixelSumTab8();
+    sum = 0;
+    for (j = 0; j < fullwords; j++) {
+        word = line[j];
+        if (word) {
+            sum += tab[word & 0xff] +
+                   tab[(word >> 8) & 0xff] +
+                   tab[(word >> 16) & 0xff] +
+                   tab[(word >> 24) & 0xff];
+        }
+    }
+    if (endbits) {
+        word = line[j] & endmask;
+        if (word) {
+            sum += tab[word & 0xff] +
+                   tab[(word >> 8) & 0xff] +
+                   tab[(word >> 16) & 0xff] +
+                   tab[(word >> 24) & 0xff];
+        }
+    }
+    *pcount = sum;
+
+    if (!tab8) LEPT_FREE(tab);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetMomentByColumn()
+ *
+ * \param[in]   pix     1 bpp
+ * \param[in]   order   of moment, either 1 or 2
+ * \return  na of first moment of fg pixels, by column, or NULL on error
+ */
+NUMA *
+pixGetMomentByColumn(PIX     *pix,
+                     l_int32  order)
+{
+l_int32     i, j, w, h, wpl;
+l_uint32   *line, *data;
+l_float32  *array;
+NUMA       *na;
+
+    PROCNAME("pixGetMomentByColumn");
+
+    if (!pix || pixGetDepth(pix) != 1)
+        return (NUMA *)ERROR_PTR("pix undefined or not 1 bpp", procName, NULL);
+    if (order != 1 && order != 2)
+        return (NUMA *)ERROR_PTR("order of moment not 1 or 2", procName, NULL);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if ((na = numaCreate(w)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetCount(na, w);
+    array = numaGetFArray(na, L_NOCOPY);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (i = 0; i < h; i++) {
+        line = data + wpl * i;
+        for (j = 0; j < w; j++) {
+            if (GET_DATA_BIT(line, j)) {
+                if (order == 1)
+                    array[j] += i;
+                else  /* order == 2 */
+                    array[j] += i * i;
+            }
+        }
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixThresholdPixelSum()
+ *
+ * \param[in]    pix      1 bpp
+ * \param[in]    thresh   threshold
+ * \param[out]   pabove   1 if above threshold;
+ *                        0 if equal to or less than threshold
+ * \param[in]    tab8     [optional] 8-bit pixel lookup table
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This sums the ON pixels and returns immediately if the count
+ *          goes above threshold.  It is therefore more efficient
+ *          for matching images (by running this function on the xor of
+ *          the 2 images) than using pixCountPixels(), which counts all
+ *          pixels before returning.
+ * 

+ */
+l_ok
+pixThresholdPixelSum(PIX      *pix,
+                     l_int32   thresh,
+                     l_int32  *pabove,
+                     l_int32  *tab8)
+{
+l_uint32   word, endmask;
+l_int32   *tab;
+l_int32    w, h, wpl, i, j;
+l_int32    fullwords, endbits, sum;
+l_uint32  *line, *data;
+
+    PROCNAME("pixThresholdPixelSum");
+
+    if (!pabove)
+        return ERROR_INT("&above not defined", procName, 1);
+    *pabove = 0;
+    if (!pix || pixGetDepth(pix) != 1)
+        return ERROR_INT("pix not defined or not 1 bpp", procName, 1);
+
+    tab = (tab8) ? tab8 : makePixelSumTab8();
+    pixGetDimensions(pix, &w, &h, NULL);
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    fullwords = w >> 5;
+    endbits = w & 31;
+    endmask = 0xffffffff << (32 - endbits);
+
+    sum = 0;
+    for (i = 0; i < h; i++) {
+        line = data + wpl * i;
+        for (j = 0; j < fullwords; j++) {
+            word = line[j];
+            if (word) {
+                sum += tab[word & 0xff] +
+                       tab[(word >> 8) & 0xff] +
+                       tab[(word >> 16) & 0xff] +
+                       tab[(word >> 24) & 0xff];
+            }
+        }
+        if (endbits) {
+            word = line[j] & endmask;
+            if (word) {
+                sum += tab[word & 0xff] +
+                       tab[(word >> 8) & 0xff] +
+                       tab[(word >> 16) & 0xff] +
+                       tab[(word >> 24) & 0xff];
+            }
+        }
+        if (sum > thresh) {
+            *pabove = 1;
+            if (!tab8) LEPT_FREE(tab);
+            return 0;
+        }
+    }
+
+    if (!tab8) LEPT_FREE(tab);
+    return 0;
+}
+
+
+/*!
+ * \brief   makePixelSumTab8()
+ *
+ * \return  table of 256 l_int32.
+ *
+ * 
+ * Notes:
+ *      (1) This table of integers gives the number of 1 bits
+ *          in the 8 bit index.
+ * 

+ */
+l_int32 *
+makePixelSumTab8(void)
+{
+l_uint8   byte;
+l_int32   i;
+l_int32  *tab;
+
+    tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    for (i = 0; i < 256; i++) {
+        byte = (l_uint8)i;
+        tab[i] = (byte & 0x1) +
+                 ((byte >> 1) & 0x1) +
+                 ((byte >> 2) & 0x1) +
+                 ((byte >> 3) & 0x1) +
+                 ((byte >> 4) & 0x1) +
+                 ((byte >> 5) & 0x1) +
+                 ((byte >> 6) & 0x1) +
+                 ((byte >> 7) & 0x1);
+    }
+    return tab;
+}
+
+
+/*!
+ * \brief   makePixelCentroidTab8()
+ *
+ * \return  table of 256 l_int32.
+ *
+ * 
+ * Notes:
+ *      (1) This table of integers gives the centroid weight of the 1 bits
+ *          in the 8 bit index.  In other words, if sumtab is obtained by
+ *          makePixelSumTab8, and centroidtab is obtained by
+ *          makePixelCentroidTab8, then, for 1 <= i <= 255,
+ *          centroidtab[i] / (float)sumtab[i]
+ *          is the centroid of the 1 bits in the 8-bit index i, where the
+ *          MSB is considered to have position 0 and the LSB is considered
+ *          to have position 7.
+ * 

+ */
+l_int32 *
+makePixelCentroidTab8(void)
+{
+l_int32   i;
+l_int32  *tab;
+
+    tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    tab[0] = 0;
+    tab[1] = 7;
+    for (i = 2; i < 4; i++) {
+        tab[i] = tab[i - 2] + 6;
+    }
+    for (i = 4; i < 8; i++) {
+        tab[i] = tab[i - 4] + 5;
+    }
+    for (i = 8; i < 16; i++) {
+        tab[i] = tab[i - 8] + 4;
+    }
+    for (i = 16; i < 32; i++) {
+        tab[i] = tab[i - 16] + 3;
+    }
+    for (i = 32; i < 64; i++) {
+        tab[i] = tab[i - 32] + 2;
+    }
+    for (i = 64; i < 128; i++) {
+        tab[i] = tab[i - 64] + 1;
+    }
+    for (i = 128; i < 256; i++) {
+        tab[i] = tab[i - 128];
+    }
+    return tab;
+}
+
+
+/*-------------------------------------------------------------*
+ *             Average of pixel values in gray images          *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixAverageByRow()
+ *
+ * \param[in]   pix    8 or 16 bpp; no colormap
+ * \param[in]   box    [optional] clipping box for sum; can be null
+ * \param[in]   type   L_WHITE_IS_MAX, L_BLACK_IS_MAX
+ * \return  na of pixel averages by row, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ *      (2) If type == L_BLACK_IS_MAX, black pixels get the maximum
+ *          value (0xff for 8 bpp, 0xffff for 16 bpp) and white get 0.
+ * 

+ */
+NUMA *
+pixAverageByRow(PIX     *pix,
+                BOX     *box,
+                l_int32  type)
+{
+l_int32    i, j, w, h, d, wpl, xstart, xend, ystart, yend, bw, bh;
+l_uint32  *line, *data;
+l_float64  norm, sum;
+NUMA      *na;
+
+    PROCNAME("pixAverageByRow");
+
+    if (!pix)
+        return (NUMA *)ERROR_PTR("pix not defined", procName, NULL);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 8 && d != 16)
+        return (NUMA *)ERROR_PTR("pix not 8 or 16 bpp", procName, NULL);
+    if (type != L_WHITE_IS_MAX && type != L_BLACK_IS_MAX)
+        return (NUMA *)ERROR_PTR("invalid type", procName, NULL);
+    if (pixGetColormap(pix) != NULL)
+        return (NUMA *)ERROR_PTR("pix colormapped", procName, NULL);
+
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+
+    norm = 1. / (l_float32)bw;
+    if ((na = numaCreate(bh)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, ystart, 1);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (i = ystart; i < yend; i++) {
+        sum = 0.0;
+        line = data + i * wpl;
+        if (d == 8) {
+            for (j = xstart; j < xend; j++)
+                sum += GET_DATA_BYTE(line, j);
+            if (type == L_BLACK_IS_MAX)
+                sum = bw * 255 - sum;
+        } else {  /* d == 16 */
+            for (j = xstart; j < xend; j++)
+                sum += GET_DATA_TWO_BYTES(line, j);
+            if (type == L_BLACK_IS_MAX)
+                sum = bw * 0xffff - sum;
+        }
+        numaAddNumber(na, (l_float32)(norm * sum));
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixAverageByColumn()
+ *
+ * \param[in]   pix   8 or 16 bpp; no colormap
+ * \param[in]   box   [optional] clipping box for sum; can be null
+ * \param[in]   type  L_WHITE_IS_MAX, L_BLACK_IS_MAX
+ * \return  na of pixel averages by column, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ *      (2) If type == L_BLACK_IS_MAX, black pixels get the maximum
+ *          value (0xff for 8 bpp, 0xffff for 16 bpp) and white get 0.
+ * 

+ */
+NUMA *
+pixAverageByColumn(PIX     *pix,
+                   BOX     *box,
+                   l_int32  type)
+{
+l_int32     i, j, w, h, d, wpl, xstart, xend, ystart, yend, bw, bh;
+l_uint32   *line, *data;
+l_float32   norm, sum;
+NUMA       *na;
+
+    PROCNAME("pixAverageByColumn");
+
+    if (!pix)
+        return (NUMA *)ERROR_PTR("pix not defined", procName, NULL);
+    pixGetDimensions(pix, &w, &h, &d);
+
+    if (d != 8 && d != 16)
+        return (NUMA *)ERROR_PTR("pix not 8 or 16 bpp", procName, NULL);
+    if (type != L_WHITE_IS_MAX && type != L_BLACK_IS_MAX)
+        return (NUMA *)ERROR_PTR("invalid type", procName, NULL);
+    if (pixGetColormap(pix) != NULL)
+        return (NUMA *)ERROR_PTR("pix colormapped", procName, NULL);
+
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+
+    if ((na = numaCreate(bw)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, xstart, 1);
+    norm = 1. / (l_float32)bh;
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (j = xstart; j < xend; j++) {
+        sum = 0.0;
+        if (d == 8) {
+            for (i = ystart; i < yend; i++) {
+                line = data + i * wpl;
+                sum += GET_DATA_BYTE(line, j);
+            }
+            if (type == L_BLACK_IS_MAX)
+                sum = bh * 255 - sum;
+        } else {  /* d == 16 */
+            for (i = ystart; i < yend; i++) {
+                line = data + i * wpl;
+                sum += GET_DATA_TWO_BYTES(line, j);
+            }
+            if (type == L_BLACK_IS_MAX)
+                sum = bh * 0xffff - sum;
+        }
+        numaAddNumber(na, (l_float32)(norm * sum));
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixAverageInRect()
+ *
+ * \param[in]    pix   1, 2, 4, 8 bpp; not cmapped
+ * \param[in]    box   [optional] if null, use entire image
+ * \param[out]   pave  average of pixel values in region
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixAverageInRect(PIX        *pix,
+                 BOX        *box,
+                 l_float32  *pave)
+{
+l_int32    w, h, d, wpl, i, j, xstart, xend, ystart, yend, bw, bh;
+l_uint32  *data, *line;
+l_float64  ave;
+
+    PROCNAME("pixAverageInRect");
+
+    if (!pave)
+        return ERROR_INT("&ave not defined", procName, 1);
+    *pave = 0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8)
+        return ERROR_INT("pix not 1, 2, 4 or 8 bpp", procName, 1);
+    if (pixGetColormap(pix) != NULL)
+        return ERROR_INT("pix is colormapped", procName, 1);
+
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return ERROR_INT("invalid clipping box", procName, 1);
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    ave = 0;
+    for (i = ystart; i < yend; i++) {
+        line = data + i * wpl;
+        for (j = xstart; j < xend; j++) {
+            if (d == 1)
+                ave += GET_DATA_BIT(line, j);
+            else if (d == 2)
+                ave += GET_DATA_DIBIT(line, j);
+            else if (d == 4)
+                ave += GET_DATA_QBIT(line, j);
+            else  /* d == 8 */
+                ave += GET_DATA_BYTE(line, j);
+        }
+    }
+
+    *pave = ave / ((l_float32)(bw) * bh);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------*
+ *               Variance of pixel values in gray images            *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixVarianceByRow()
+ *
+ * \param[in]   pix   8 or 16 bpp; no colormap
+ * \param[in]   box   [optional] clipping box for variance; can be null
+ * \return  na of rmsdev by row, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ *      (2) We are actually computing the RMS deviation in each row.
+ *          This is the square root of the variance.
+ * 

+ */
+NUMA *
+pixVarianceByRow(PIX     *pix,
+                 BOX     *box)
+{
+l_int32     i, j, w, h, d, wpl, xstart, xend, ystart, yend, bw, bh, val;
+l_uint32   *line, *data;
+l_float64   sum1, sum2, norm, ave, var, rootvar;
+NUMA       *na;
+
+    PROCNAME("pixVarianceByRow");
+
+    if (!pix)
+        return (NUMA *)ERROR_PTR("pix not defined", procName, NULL);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 8 && d != 16)
+        return (NUMA *)ERROR_PTR("pix not 8 or 16 bpp", procName, NULL);
+    if (pixGetColormap(pix) != NULL)
+        return (NUMA *)ERROR_PTR("pix colormapped", procName, NULL);
+
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+
+    if ((na = numaCreate(bh)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, ystart, 1);
+    norm = 1. / (l_float32)bw;
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (i = ystart; i < yend; i++) {
+        sum1 = sum2 = 0.0;
+        line = data + i * wpl;
+        for (j = xstart; j < xend; j++) {
+            if (d == 8)
+                val = GET_DATA_BYTE(line, j);
+            else  /* d == 16 */
+                val = GET_DATA_TWO_BYTES(line, j);
+            sum1 += val;
+            sum2 += (l_float64)(val) * val;
+        }
+        ave = norm * sum1;
+        var = norm * sum2 - ave * ave;
+        rootvar = sqrt(var);
+        numaAddNumber(na, (l_float32)rootvar);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixVarianceByColumn()
+ *
+ * \param[in]   pix   8 or 16 bpp; no colormap
+ * \param[in]   box   [optional] clipping box for variance; can be null
+ * \return  na of rmsdev by column, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ *      (2) We are actually computing the RMS deviation in each row.
+ *          This is the square root of the variance.
+ * 

+ */
+NUMA *
+pixVarianceByColumn(PIX     *pix,
+                    BOX     *box)
+{
+l_int32     i, j, w, h, d, wpl, xstart, xend, ystart, yend, bw, bh, val;
+l_uint32   *line, *data;
+l_float64   sum1, sum2, norm, ave, var, rootvar;
+NUMA       *na;
+
+    PROCNAME("pixVarianceByColumn");
+
+    if (!pix)
+        return (NUMA *)ERROR_PTR("pix not defined", procName, NULL);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 8 && d != 16)
+        return (NUMA *)ERROR_PTR("pix not 8 or 16 bpp", procName, NULL);
+    if (pixGetColormap(pix) != NULL)
+        return (NUMA *)ERROR_PTR("pix colormapped", procName, NULL);
+
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+
+    if ((na = numaCreate(bw)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, xstart, 1);
+    norm = 1. / (l_float32)bh;
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (j = xstart; j < xend; j++) {
+        sum1 = sum2 = 0.0;
+        for (i = ystart; i < yend; i++) {
+            line = data + wpl * i;
+            if (d == 8)
+                val = GET_DATA_BYTE(line, j);
+            else  /* d == 16 */
+                val = GET_DATA_TWO_BYTES(line, j);
+            sum1 += val;
+            sum2 += (l_float64)(val) * val;
+        }
+        ave = norm * sum1;
+        var = norm * sum2 - ave * ave;
+        rootvar = sqrt(var);
+        numaAddNumber(na, (l_float32)rootvar);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixVarianceInRect()
+ *
+ * \param[in]    pix       1, 2, 4, 8 bpp; not cmapped
+ * \param[in]    box       [optional] if null, use entire image
+ * \param[out]   prootvar  sqrt variance of pixel values in region
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixVarianceInRect(PIX        *pix,
+                  BOX        *box,
+                  l_float32  *prootvar)
+{
+l_int32    w, h, d, wpl, i, j, xstart, xend, ystart, yend, bw, bh, val;
+l_uint32  *data, *line;
+l_float64  sum1, sum2, norm, ave, var;
+
+    PROCNAME("pixVarianceInRect");
+
+    if (!prootvar)
+        return ERROR_INT("&rootvar not defined", procName, 1);
+    *prootvar = 0.0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8)
+        return ERROR_INT("pix not 1, 2, 4 or 8 bpp", procName, 1);
+    if (pixGetColormap(pix) != NULL)
+        return ERROR_INT("pix is colormapped", procName, 1);
+
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return ERROR_INT("invalid clipping box", procName, 1);
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    sum1 = sum2 = 0.0;
+    for (i = ystart; i < yend; i++) {
+        line = data + i * wpl;
+        for (j = xstart; j < xend; j++) {
+            if (d == 1) {
+                val = GET_DATA_BIT(line, j);
+                sum1 += val;
+                sum2 += (l_float64)(val) * val;
+            } else if (d == 2) {
+                val = GET_DATA_DIBIT(line, j);
+                sum1 += val;
+                sum2 += (l_float64)(val) * val;
+            } else if (d == 4) {
+                val = GET_DATA_QBIT(line, j);
+                sum1 += val;
+                sum2 += (l_float64)(val) * val;
+            } else {  /* d == 8 */
+                val = GET_DATA_BYTE(line, j);
+                sum1 += val;
+                sum2 += (l_float64)(val) * val;
+            }
+        }
+    }
+    norm = 1.0 / ((l_float64)(bw) * bh);
+    ave = norm * sum1;
+    var = norm * sum2 - ave * ave;
+    *prootvar = (l_float32)sqrt(var);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *    Average of absolute value of pixel differences in gray images    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixAbsDiffByRow()
+ *
+ * \param[in]   pix   8 bpp; no colormap
+ * \param[in]   box   [optional] clipping box for region; can be null
+ * \return  na of abs val pixel difference averages by row, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an average over differences of adjacent pixels along
+ *          each row.
+ *      (2) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ * 

+ */
+NUMA *
+pixAbsDiffByRow(PIX  *pix,
+                BOX  *box)
+{
+l_int32    i, j, w, h, wpl, xstart, xend, ystart, yend, bw, bh, val0, val1;
+l_uint32  *line, *data;
+l_float64  norm, sum;
+NUMA      *na;
+
+    PROCNAME("pixAbsDiffByRow");
+
+    if (!pix || pixGetDepth(pix) != 8)
+        return (NUMA *)ERROR_PTR("pix undefined or not 8 bpp", procName, NULL);
+    if (pixGetColormap(pix) != NULL)
+        return (NUMA *)ERROR_PTR("pix colormapped", procName, NULL);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+    if (bw < 2)
+        return (NUMA *)ERROR_PTR("row width must be >= 2", procName, NULL);
+
+    norm = 1. / (l_float32)(bw - 1);
+    if ((na = numaCreate(bh)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, ystart, 1);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (i = ystart; i < yend; i++) {
+        sum = 0.0;
+        line = data + i * wpl;
+        val0 = GET_DATA_BYTE(line, xstart);
+        for (j = xstart + 1; j < xend; j++) {
+            val1 = GET_DATA_BYTE(line, j);
+            sum += L_ABS(val1 - val0);
+            val0 = val1;
+        }
+        numaAddNumber(na, (l_float32)(norm * sum));
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixAbsDiffByColumn()
+ *
+ * \param[in]   pix   8 bpp; no colormap
+ * \param[in]   box   [optional] clipping box for region; can be null
+ * \return  na of abs val pixel difference averages by column,
+ *              or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an average over differences of adjacent pixels along
+ *          each column.
+ *      (2) To resample for a bin size different from 1, use
+ *          numaUniformSampling() on the result of this function.
+ * 

+ */
+NUMA *
+pixAbsDiffByColumn(PIX  *pix,
+                   BOX  *box)
+{
+l_int32    i, j, w, h, wpl, xstart, xend, ystart, yend, bw, bh, val0, val1;
+l_uint32  *line, *data;
+l_float64  norm, sum;
+NUMA      *na;
+
+    PROCNAME("pixAbsDiffByColumn");
+
+    if (!pix || pixGetDepth(pix) != 8)
+        return (NUMA *)ERROR_PTR("pix undefined or not 8 bpp", procName, NULL);
+    if (pixGetColormap(pix) != NULL)
+        return (NUMA *)ERROR_PTR("pix colormapped", procName, NULL);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return (NUMA *)ERROR_PTR("invalid clipping box", procName, NULL);
+    if (bh < 2)
+        return (NUMA *)ERROR_PTR("column height must be >= 2", procName, NULL);
+
+    norm = 1. / (l_float32)(bh - 1);
+    if ((na = numaCreate(bw)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetParameters(na, xstart, 1);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (j = xstart; j < xend; j++) {
+        sum = 0.0;
+        line = data + ystart * wpl;
+        val0 = GET_DATA_BYTE(line, j);
+        for (i = ystart + 1; i < yend; i++) {
+            line = data + i * wpl;
+            val1 = GET_DATA_BYTE(line, j);
+            sum += L_ABS(val1 - val0);
+            val0 = val1;
+        }
+        numaAddNumber(na, (l_float32)(norm * sum));
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixAbsDiffInRect()
+ *
+ * \param[in]   pix       8 bpp; not cmapped
+ * \param[in]   box       [optional] if null, use entire image
+ * \param[in]   dir       differences along L_HORIZONTAL_LINE or L_VERTICAL_LINE
+ * \param[out]  pabsdiff  average of abs diff pixel values in region
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives the average over the abs val of differences of
+ *          adjacent pixels values, along either each
+ *             row:     dir == L_HORIZONTAL_LINE
+ *             column:  dir == L_VERTICAL_LINE
+ * 

+ */
+l_ok
+pixAbsDiffInRect(PIX        *pix,
+                 BOX        *box,
+                 l_int32     dir,
+                 l_float32  *pabsdiff)
+{
+l_int32    w, h, wpl, i, j, xstart, xend, ystart, yend, bw, bh, val0, val1;
+l_uint32  *data, *line;
+l_float64  norm, sum;
+
+    PROCNAME("pixAbsDiffInRect");
+
+    if (!pabsdiff)
+        return ERROR_INT("&absdiff not defined", procName, 1);
+    *pabsdiff = 0.0;
+    if (!pix || pixGetDepth(pix) != 8)
+        return ERROR_INT("pix undefined or not 8 bpp", procName, 1);
+    if (dir != L_HORIZONTAL_LINE && dir != L_VERTICAL_LINE)
+        return ERROR_INT("invalid direction", procName, 1);
+    if (pixGetColormap(pix) != NULL)
+        return ERROR_INT("pix is colormapped", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return ERROR_INT("invalid clipping box", procName, 1);
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    if (dir == L_HORIZONTAL_LINE) {
+        norm = 1. / (l_float32)(bh * (bw - 1));
+        sum = 0.0;
+        for (i = ystart; i < yend; i++) {
+            line = data + i * wpl;
+            val0 = GET_DATA_BYTE(line, xstart);
+            for (j = xstart + 1; j < xend; j++) {
+                val1 = GET_DATA_BYTE(line, j);
+                sum += L_ABS(val1 - val0);
+                val0 = val1;
+            }
+        }
+    } else {  /* vertical line */
+        norm = 1. / (l_float32)(bw * (bh - 1));
+        sum = 0.0;
+        for (j = xstart; j < xend; j++) {
+            line = data + ystart * wpl;
+            val0 = GET_DATA_BYTE(line, j);
+            for (i = ystart + 1; i < yend; i++) {
+                line = data + i * wpl;
+                val1 = GET_DATA_BYTE(line, j);
+                sum += L_ABS(val1 - val0);
+                val0 = val1;
+            }
+        }
+    }
+    *pabsdiff = (l_float32)(norm * sum);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixAbsDiffOnLine()
+ *
+ * \param[in]    pix        8 bpp; not cmapped
+ * \param[in]    x1, y1     first point; x1 <= x2, y1 <= y2
+ * \param[in]    x2, y2     first point
+ * \param[out]   pabsdiff   average of abs diff pixel values on line
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives the average over the abs val of differences of
+ *          adjacent pixels values, along a line that is either horizontal
+ *          or vertical.
+ *      (2) If horizontal, require x1 < x2; if vertical, require y1 < y2.
+ * 

+ */
+l_ok
+pixAbsDiffOnLine(PIX        *pix,
+                 l_int32     x1,
+                 l_int32     y1,
+                 l_int32     x2,
+                 l_int32     y2,
+                 l_float32  *pabsdiff)
+{
+l_int32    w, h, i, j, dir, size, sum;
+l_uint32   val0, val1;
+
+    PROCNAME("pixAbsDiffOnLine");
+
+    if (!pabsdiff)
+        return ERROR_INT("&absdiff not defined", procName, 1);
+    *pabsdiff = 0.0;
+    if (!pix || pixGetDepth(pix) != 8)
+        return ERROR_INT("pix undefined or not 8 bpp", procName, 1);
+    if (y1 == y2) {
+        dir = L_HORIZONTAL_LINE;
+    } else if (x1 == x2) {
+        dir = L_VERTICAL_LINE;
+    } else {
+        return ERROR_INT("line is neither horiz nor vert", procName, 1);
+    }
+    if (pixGetColormap(pix) != NULL)
+        return ERROR_INT("pix is colormapped", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    sum = 0;
+    if (dir == L_HORIZONTAL_LINE) {
+        x1 = L_MAX(x1, 0);
+        x2 = L_MIN(x2, w - 1);
+        if (x1 >= x2)
+            return ERROR_INT("x1 >= x2", procName, 1);
+        size = x2 - x1;
+        pixGetPixel(pix, x1, y1, &val0);
+        for (j = x1 + 1; j <= x2; j++) {
+            pixGetPixel(pix, j, y1, &val1);
+            sum += L_ABS((l_int32)val1 - (l_int32)val0);
+            val0 = val1;
+        }
+    } else {  /* vertical */
+        y1 = L_MAX(y1, 0);
+        y2 = L_MIN(y2, h - 1);
+        if (y1 >= y2)
+            return ERROR_INT("y1 >= y2", procName, 1);
+        size = y2 - y1;
+        pixGetPixel(pix, x1, y1, &val0);
+        for (i = y1 + 1; i <= y2; i++) {
+            pixGetPixel(pix, x1, i, &val1);
+            sum += L_ABS((l_int32)val1 - (l_int32)val0);
+            val0 = val1;
+        }
+    }
+    *pabsdiff = (l_float32)sum / (l_float32)size;
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *              Count of pixels with specific value            *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixCountArbInRect()
+ *
+ * \param[in]    pixs     8 bpp, or colormapped
+ * \param[in]    box      [optional] over which count is made;
+ *                        use entire image if NULL
+ * \param[in]    val      pixel value to count
+ * \param[in]    factor   subsampling factor; integer >= 1
+ * \param[out]   pcount   count; estimate it if factor > 1
+ * \return  na histogram, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs is cmapped, %val is compared to the colormap index;
+ *          otherwise, %val is compared to the grayscale value.
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of computation.
+ *          If %factor > 1, multiply the count by %factor * %factor.
+ * 

+ */
+l_int32
+pixCountArbInRect(PIX      *pixs,
+                  BOX      *box,
+                  l_int32   val,
+                  l_int32   factor,
+                  l_int32  *pcount)
+{
+l_int32    i, j, bx, by, bw, bh, w, h, wpl, pixval;
+l_uint32  *data, *line;
+
+    PROCNAME("pixCountArbInRect");
+
+    if (!pcount)
+        return ERROR_INT("&count not defined", procName, 1);
+    *pcount = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixs) != 8 && !pixGetColormap(pixs))
+        return ERROR_INT("pixs neither 8 bpp nor colormapped",
+                                 procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor < 1", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+
+    if (!box) {
+        for (i = 0; i < h; i += factor) {
+            line = data + i * wpl;
+            for (j = 0; j < w; j += factor) {
+                pixval = GET_DATA_BYTE(line, j);
+                if (pixval == val) (*pcount)++;
+            }
+        }
+    } else {
+        boxGetGeometry(box, &bx, &by, &bw, &bh);
+        for (i = 0; i < bh; i += factor) {
+            if (by + i < 0 || by + i >= h) continue;
+            line = data + (by + i) * wpl;
+            for (j = 0; j < bw; j += factor) {
+                if (bx + j < 0 || bx + j >= w) continue;
+                pixval = GET_DATA_BYTE(line, bx + j);
+                if (pixval == val) (*pcount)++;
+            }
+        }
+    }
+
+    if (factor > 1)  /* assume pixel color is randomly distributed */
+        *pcount = *pcount * factor * factor;
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *              Mirrored tiling of a smaller image             *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixMirroredTiling()
+ *
+ * \param[in]   pixs   8 or 32 bpp, small tile; to be replicated
+ * \param[in]   w, h   dimensions of output pix
+ * \return  pixd usually larger pix, mirror-tiled with pixs,
+ *              or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses mirrored tiling, where each row alternates
+ *          with LR flips and every column alternates with TB
+ *          flips, such that the result is a tiling with identical
+ *          2 x 2 tiles, each of which is composed of these transforms:
+ *                  -----------------
+ *                  | 1    |  LR    |
+ *                  -----------------
+ *                  | TB   |  LR/TB |
+ *                  -----------------
+ * 

+ */
+PIX *
+pixMirroredTiling(PIX     *pixs,
+                  l_int32  w,
+                  l_int32  h)
+{
+l_int32   wt, ht, d, i, j, nx, ny;
+PIX      *pixd, *pixsfx, *pixsfy, *pixsfxy, *pix;
+
+    PROCNAME("pixMirroredTiling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &wt, &ht, &d);
+    if (wt <= 0 || ht <= 0)
+        return (PIX *)ERROR_PTR("pixs size illegal", procName, NULL);
+    if (d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("depth not 32 bpp", procName, NULL);
+
+    if ((pixd = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopySpp(pixd, pixs);
+
+    nx = (w + wt - 1) / wt;
+    ny = (h + ht - 1) / ht;
+    pixsfx = pixFlipLR(NULL, pixs);
+    pixsfy = pixFlipTB(NULL, pixs);
+    pixsfxy = pixFlipTB(NULL, pixsfx);
+    for (i = 0; i < ny; i++) {
+        for (j = 0; j < nx; j++) {
+            pix = pixs;
+            if ((i & 1) && !(j & 1))
+                pix = pixsfy;
+            else if (!(i & 1) && (j & 1))
+                pix = pixsfx;
+            else if ((i & 1) && (j & 1))
+                pix = pixsfxy;
+            pixRasterop(pixd, j * wt, i * ht, wt, ht, PIX_SRC, pix, 0, 0);
+        }
+    }
+
+    pixDestroy(&pixsfx);
+    pixDestroy(&pixsfy);
+    pixDestroy(&pixsfxy);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixFindRepCloseTile()
+ *
+ * \param[in]    pixs       32 bpp rgb
+ * \param[in]    box        region of pixs to search around
+ * \param[in]    searchdir  L_HORIZ or L_VERT; direction to search
+ * \param[in]    mindist    min distance of selected tile edge from box; >= 0
+ * \param[in]    tsize      tile size; > 1; even; typically ~50
+ * \param[in]    ntiles     number of tiles tested in each row/column
+ * \param[out]   pboxtile   region of best tile
+ * \param[in]    debug 1    for debug output
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This looks for one or two square tiles with conforming median
+ *          intensity and low variance, that is outside but near the input box.
+ *      (2) %mindist specifies the gap between the box and the
+ *          potential tiles.  The tiles are given an overlap of 50%.
+ *          %ntiles specifies the number of tiles that are tested
+ *          beyond %mindist for each row or column.
+ *      (3) For example, if %mindist = 20, %tilesize = 50 and %ntiles = 3,
+ *          a horizontal search to the right will have 3 tiles in each row,
+ *          with left edges at 20, 45 and 70 from the right edge of the
+ *          input %box.  The number of rows of tiles is determined by
+ *          the height of %box and %tsize, with the 50% overlap..
+ * 

+ */
+l_ok
+pixFindRepCloseTile(PIX     *pixs,
+                    BOX     *box,
+                    l_int32  searchdir,
+                    l_int32  mindist,
+                    l_int32  tsize,
+                    l_int32  ntiles,
+                    BOX    **pboxtile,
+                    l_int32  debug)
+{
+l_int32    w, h, i, n, bestindex;
+l_float32  var_of_mean, median_of_mean, median_of_stdev, mean_val, stdev_val;
+l_float32  mindels, bestdelm, delm, dels, mean, stdev;
+BOXA      *boxa;
+NUMA      *namean, *nastdev;
+PIX       *pix, *pixg;
+PIXA      *pixa;
+
+    PROCNAME("pixFindRepCloseTile");
+
+    if (!pboxtile)
+        return ERROR_INT("&boxtile not defined", procName, 1);
+    *pboxtile = NULL;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    if (searchdir != L_HORIZ && searchdir != L_VERT)
+        return ERROR_INT("invalid searchdir", procName, 1);
+    if (mindist < 0)
+        return ERROR_INT("mindist must be >= 0", procName, 1);
+    if (tsize < 2)
+        return ERROR_INT("tsize must be > 1", procName, 1);
+    if (ntiles > 7) {
+        L_WARNING("ntiles = %d; larger than suggested max of 7\n",
+                  procName, ntiles);
+    }
+
+        /* Locate tile regions */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    boxa = findTileRegionsForSearch(box, w, h, searchdir, mindist,
+                                    tsize, ntiles);
+    if (!boxa)
+        return ERROR_INT("no tiles found", procName, 1);
+
+        /* Generate the tiles and the mean and stdev of intensity */
+    pixa = pixClipRectangles(pixs, boxa);
+    n = pixaGetCount(pixa);
+    namean = numaCreate(n);
+    nastdev = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        pixg = pixConvertRGBToGray(pix, 0.33, 0.34, 0.33);
+        pixGetAverageMasked(pixg, NULL, 0, 0, 1, L_MEAN_ABSVAL, &mean);
+        pixGetAverageMasked(pixg, NULL, 0, 0, 1, L_STANDARD_DEVIATION, &stdev);
+        numaAddNumber(namean, mean);
+        numaAddNumber(nastdev, stdev);
+        pixDestroy(&pix);
+        pixDestroy(&pixg);
+    }
+
+        /* Find the median and variance of the averages.  We require
+         * the best tile to have a mean pixel intensity within a standard
+         * deviation of the median of mean intensities, and choose the
+         * tile in that set with the smallest stdev of pixel intensities
+         * (as a proxy for the tile with least visible structure).
+         * The median of the stdev is used, for debugging, as a normalizing
+         * factor for the stdev of intensities within a tile. */
+    numaGetStatsUsingHistogram(namean, 256, NULL, NULL, NULL, &var_of_mean,
+                               &median_of_mean, 0.0, NULL, NULL);
+    numaGetStatsUsingHistogram(nastdev, 256, NULL, NULL, NULL, NULL,
+                               &median_of_stdev, 0.0, NULL, NULL);
+    mindels = 1000.0;
+    bestdelm = 1000.0;
+    bestindex = 0;
+    for (i = 0; i < n; i++) {
+        numaGetFValue(namean, i, &mean_val);
+        numaGetFValue(nastdev, i, &stdev_val);
+        if (var_of_mean == 0.0) {  /* uniform color; any box will do */
+            delm = 0.0;  /* any value < 1.01 */
+            dels = 1.0;  /* n'importe quoi */
+        } else {
+            delm = L_ABS(mean_val - median_of_mean) / sqrt(var_of_mean);
+            dels = stdev_val / median_of_stdev;
+        }
+        if (delm < 1.01) {
+            if (dels < mindels) {
+                if (debug) {
+                    fprintf(stderr, "i = %d, mean = %7.3f, delm = %7.3f,"
+                            " stdev = %7.3f, dels = %7.3f\n",
+                            i, mean_val, delm, stdev_val, dels);
+                }
+                mindels = dels;
+                bestdelm = delm;
+                bestindex = i;
+            }
+        }
+    }
+    *pboxtile = boxaGetBox(boxa, bestindex, L_COPY);
+
+    if (debug) {
+        L_INFO("median of mean = %7.3f\n", procName, median_of_mean);
+        L_INFO("standard dev of mean = %7.3f\n", procName, sqrt(var_of_mean));
+        L_INFO("median of stdev = %7.3f\n", procName, median_of_stdev);
+        L_INFO("best tile: index = %d\n", procName, bestindex);
+        L_INFO("delta from median in units of stdev = %5.3f\n",
+               procName, bestdelm);
+        L_INFO("stdev as fraction of median stdev = %5.3f\n",
+               procName, mindels);
+    }
+
+    numaDestroy(&namean);
+    numaDestroy(&nastdev);
+    pixaDestroy(&pixa);
+    boxaDestroy(&boxa);
+    return 0;
+}
+
+
+/*!
+ * \brief   findTileRegionsForSearch()
+ *
+ * \param[in]   box        region of Pix to search around
+ * \param[in]   w, h       dimensions of Pix
+ * \param[in]   searchdir  L_HORIZ or L_VERT; direction to search
+ * \param[in]   mindist    min distance of selected tile edge from box; >= 0
+ * \param[in]   tsize      tile size; > 1; even; typically ~50
+ * \param[in]   ntiles     number of tiles tested in each row/column
+ * \return  boxa if OK, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See calling function pixfindRepCloseTile().
+ * 

+ */
+static BOXA *
+findTileRegionsForSearch(BOX     *box,
+                         l_int32  w,
+                         l_int32  h,
+                         l_int32  searchdir,
+                         l_int32  mindist,
+                         l_int32  tsize,
+                         l_int32  ntiles)
+{
+l_int32  bx, by, bw, bh, left, right, top, bot, i, j, nrows, ncols;
+l_int32  x0, y0, x, y, w_avail, w_needed, h_avail, h_needed, t_avail;
+BOX     *box1;
+BOXA    *boxa;
+
+    PROCNAME("findTileRegionsForSearch");
+
+    if (!box)
+        return (BOXA *)ERROR_PTR("box not defined", procName, NULL);
+    if (ntiles == 0)
+        return (BOXA *)ERROR_PTR("no tiles requested", procName, NULL);
+
+    boxGetGeometry(box, &bx, &by, &bw, &bh);
+    if (searchdir == L_HORIZ) {
+            /* Find the tile parameters for the search.  Note that the
+             * tiles are overlapping by 50% in each direction. */
+        left = bx;   /* distance to left of box */
+        right = w - bx - bw + 1;   /* distance to right of box */
+        w_avail = L_MAX(left, right) - mindist;
+        if (tsize & 1) tsize++;  /* be sure it's even */
+        if (w_avail < tsize) {
+            L_ERROR("tsize = %d, w_avail = %d\n", procName, tsize, w_avail);
+            return NULL;
+        }
+        w_needed = tsize + (ntiles - 1) * (tsize / 2);
+        if (w_needed > w_avail) {
+            t_avail = 1 + 2 * (w_avail - tsize) / tsize;
+            L_WARNING("ntiles = %d; room for only %d\n", procName,
+                      ntiles, t_avail);
+            ntiles = t_avail;
+            w_needed = tsize + (ntiles - 1) * (tsize / 2);
+        }
+        nrows = L_MAX(1, 1 + 2 * (bh - tsize) / tsize);
+
+            /* Generate the tile regions to search */
+        boxa = boxaCreate(0);
+        if (left > right)  /* search to left */
+            x0 = bx - w_needed;
+        else  /* search to right */
+            x0 = bx + bw + mindist;
+        for (i = 0; i < nrows; i++) {
+            y = by + i * tsize / 2;
+            for (j = 0; j < ntiles; j++) {
+                x = x0 + j * tsize / 2;
+                box1 = boxCreate(x, y, tsize, tsize);
+                boxaAddBox(boxa, box1, L_INSERT);
+            }
+        }
+    } else {  /* L_VERT */
+            /* Find the tile parameters for the search */
+        top = by;   /* distance above box */
+        bot = h - by - bh + 1;   /* distance below box */
+        h_avail = L_MAX(top, bot) - mindist;
+        if (h_avail < tsize) {
+            L_ERROR("tsize = %d, h_avail = %d\n", procName, tsize, h_avail);
+            return NULL;
+        }
+        h_needed = tsize + (ntiles - 1) * (tsize / 2);
+        if (h_needed > h_avail) {
+            t_avail = 1 + 2 * (h_avail - tsize) / tsize;
+            L_WARNING("ntiles = %d; room for only %d\n", procName,
+                      ntiles, t_avail);
+            ntiles = t_avail;
+            h_needed = tsize + (ntiles - 1) * (tsize / 2);
+        }
+        ncols = L_MAX(1, 1 + 2 * (bw - tsize) / tsize);
+
+            /* Generate the tile regions to search */
+        boxa = boxaCreate(0);
+        if (top > bot)  /* search above */
+            y0 = by - h_needed;
+        else  /* search below */
+            y0 = by + bh + mindist;
+        for (j = 0; j < ncols; j++) {
+            x = bx + j * tsize / 2;
+            for (i = 0; i < ntiles; i++) {
+                y = y0 + i * tsize / 2;
+                box1 = boxCreate(x, y, tsize, tsize);
+                boxaAddBox(boxa, box1, L_INSERT);
+            }
+        }
+    }
+    return boxa;
+}
diff --git a/3rdparty/hgOCR/leptonica/pix4.c b/3rdparty/hgOCR/leptonica/pix4.c
new file mode 100644
index 00000000..526232a0
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pix4.c
@@ -0,0 +1,3437 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pix4.c
+ * 
+ *
+ *    This file has these operations:
+ *
+ *      (1) Pixel histograms
+ *      (2) Pixel row/column statistics
+ *      (3) Foreground/background estimation
+ *
+ *    Pixel histogram, rank val, averaging and min/max
+ *           NUMA       *pixGetGrayHistogram()
+ *           NUMA       *pixGetGrayHistogramMasked()
+ *           NUMA       *pixGetGrayHistogramInRect()
+ *           NUMAA      *pixGetGrayHistogramTiled()
+ *           l_int32     pixGetColorHistogram()
+ *           l_int32     pixGetColorHistogramMasked()
+ *           NUMA       *pixGetCmapHistogram()
+ *           NUMA       *pixGetCmapHistogramMasked()
+ *           NUMA       *pixGetCmapHistogramInRect()
+ *           l_int32     pixCountRGBColors()
+ *           L_AMAP     *pixGetColorAmapHistogram()
+ *           l_int32     amapGetCountForColor()
+ *           l_int32     pixGetRankValue()
+ *           l_int32     pixGetRankValueMaskedRGB()
+ *           l_int32     pixGetRankValueMasked()
+ *           l_int32     pixGetPixelAverage()
+ *           l_int32     pixGetPixelStats()
+ *           l_int32     pixGetAverageMaskedRGB()
+ *           l_int32     pixGetAverageMasked()
+ *           l_int32     pixGetAverageTiledRGB()
+ *           PIX        *pixGetAverageTiled()
+ *           NUMA       *pixRowStats()
+ *           NUMA       *pixColumnStats()
+ *           l_int32     pixGetRangeValues()
+ *           l_int32     pixGetExtremeValue()
+ *           l_int32     pixGetMaxValueInRect()
+ *           l_int32     pixGetBinnedComponentRange()
+ *           l_int32     pixGetRankColorArray()
+ *           l_int32     pixGetBinnedColor()
+ *           PIX        *pixDisplayColorArray()
+ *           PIX        *pixRankBinByStrip()
+ *
+ *    Pixelwise aligned statistics
+ *           PIX        *pixaGetAlignedStats()
+ *           l_int32     pixaExtractColumnFromEachPix()
+ *           l_int32     pixGetRowStats()
+ *           l_int32     pixGetColumnStats()
+ *           l_int32     pixSetPixelColumn()
+ *
+ *    Foreground/background estimation
+ *           l_int32     pixThresholdForFgBg()
+ *           l_int32     pixSplitDistributionFgBg()
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+
+/*------------------------------------------------------------------*
+ *                  Pixel histogram and averaging                   *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixGetGrayHistogram()
+ *
+ * \param[in]   pixs     1, 2, 4, 8, 16 bpp; can be colormapped
+ * \param[in]   factor   subsampling factor; integer >= 1
+ * \return  na histogram, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs has a colormap, it is converted to 8 bpp gray.
+ *          If you want a histogram of the colormap indices, use
+ *          pixGetCmapHistogram().
+ *      (2) If pixs does not have a colormap, the output histogram is
+ *          of size 2^d, where d is the depth of pixs.
+ *      (3) Set the subsampling factor > 1 to reduce the amount of computation.
+ * 

+ */
+NUMA *
+pixGetGrayHistogram(PIX     *pixs,
+                    l_int32  factor)
+{
+l_int32     i, j, w, h, d, wpl, val, size, count;
+l_uint32   *data, *line;
+l_float32  *array;
+NUMA       *na;
+PIX        *pixg;
+
+    PROCNAME("pixGetGrayHistogram");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d > 16)
+        return (NUMA *)ERROR_PTR("depth not in {1,2,4,8,16}", procName, NULL);
+    if (factor < 1)
+        return (NUMA *)ERROR_PTR("sampling must be >= 1", procName, NULL);
+
+    if (pixGetColormap(pixs))
+        pixg = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixg = pixClone(pixs);
+
+    pixGetDimensions(pixg, &w, &h, &d);
+    size = 1 << d;
+    if ((na = numaCreate(size)) == NULL) {
+        pixDestroy(&pixg);
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    }
+    numaSetCount(na, size);  /* all initialized to 0.0 */
+    array = numaGetFArray(na, L_NOCOPY);
+
+    if (d == 1) {  /* special case */
+        pixCountPixels(pixg, &count, NULL);
+        array[0] = w * h - count;
+        array[1] = count;
+        pixDestroy(&pixg);
+        return na;
+    }
+
+    wpl = pixGetWpl(pixg);
+    data = pixGetData(pixg);
+    for (i = 0; i < h; i += factor) {
+        line = data + i * wpl;
+        if (d == 2) {
+            for (j = 0; j < w; j += factor) {
+                val = GET_DATA_DIBIT(line, j);
+                array[val] += 1.0;
+            }
+        } else if (d == 4) {
+            for (j = 0; j < w; j += factor) {
+                val = GET_DATA_QBIT(line, j);
+                array[val] += 1.0;
+            }
+        } else if (d == 8) {
+            for (j = 0; j < w; j += factor) {
+                val = GET_DATA_BYTE(line, j);
+                array[val] += 1.0;
+            }
+        } else {  /* d == 16 */
+            for (j = 0; j < w; j += factor) {
+                val = GET_DATA_TWO_BYTES(line, j);
+                array[val] += 1.0;
+            }
+        }
+    }
+
+    pixDestroy(&pixg);
+    return na;
+}
+
+
+/*!
+ * \brief   pixGetGrayHistogramMasked()
+ *
+ * \param[in]   pixs     8 bpp, or colormapped
+ * \param[in]   pixm     [optional] 1 bpp mask over which histogram is
+ *                       to be computed; use all pixels if null
+ * \param[in]   x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                       can be < 0; these values are ignored if pixm is null
+ * \param[in]   factor   subsampling factor; integer >= 1
+ * \return  na histogram, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs is cmapped, it is converted to 8 bpp gray.
+ *          If you want a histogram of the colormap indices, use
+ *          pixGetCmapHistogramMasked().
+ *      (2) This always returns a 256-value histogram of pixel values.
+ *      (3) Set the subsampling factor > 1 to reduce the amount of computation.
+ *      (4) Clipping of pixm (if it exists) to pixs is done in the inner loop.
+ *      (5) Input x,y are ignored unless pixm exists.
+ * 

+ */
+NUMA *
+pixGetGrayHistogramMasked(PIX        *pixs,
+                          PIX        *pixm,
+                          l_int32     x,
+                          l_int32     y,
+                          l_int32     factor)
+{
+l_int32     i, j, w, h, wm, hm, dm, wplg, wplm, val;
+l_uint32   *datag, *datam, *lineg, *linem;
+l_float32  *array;
+NUMA       *na;
+PIX        *pixg;
+
+    PROCNAME("pixGetGrayHistogramMasked");
+
+    if (!pixm)
+        return pixGetGrayHistogram(pixs, factor);
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8 && !pixGetColormap(pixs))
+        return (NUMA *)ERROR_PTR("pixs neither 8 bpp nor colormapped",
+                                 procName, NULL);
+    pixGetDimensions(pixm, &wm, &hm, &dm);
+    if (dm != 1)
+        return (NUMA *)ERROR_PTR("pixm not 1 bpp", procName, NULL);
+    if (factor < 1)
+        return (NUMA *)ERROR_PTR("sampling must be >= 1", procName, NULL);
+
+    if ((na = numaCreate(256)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetCount(na, 256);  /* all initialized to 0.0 */
+    array = numaGetFArray(na, L_NOCOPY);
+
+    if (pixGetColormap(pixs))
+        pixg = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixg = pixClone(pixs);
+    pixGetDimensions(pixg, &w, &h, NULL);
+    datag = pixGetData(pixg);
+    wplg = pixGetWpl(pixg);
+    datam = pixGetData(pixm);
+    wplm = pixGetWpl(pixm);
+
+        /* Generate the histogram */
+    for (i = 0; i < hm; i += factor) {
+        if (y + i < 0 || y + i >= h) continue;
+        lineg = datag + (y + i) * wplg;
+        linem = datam + i * wplm;
+        for (j = 0; j < wm; j += factor) {
+            if (x + j < 0 || x + j >= w) continue;
+            if (GET_DATA_BIT(linem, j)) {
+                val = GET_DATA_BYTE(lineg, x + j);
+                array[val] += 1.0;
+            }
+        }
+    }
+
+    pixDestroy(&pixg);
+    return na;
+}
+
+
+/*!
+ * \brief   pixGetGrayHistogramInRect()
+ *
+ * \param[in]   pixs    8 bpp, or colormapped
+ * \param[in]   box     [optional] over which histogram is to be computed;
+ *                      use full image if NULL
+ * \param[in]   factor  subsampling factor; integer >= 1
+ * \return  na histogram, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs is cmapped, it is converted to 8 bpp gray.
+ *          If you want a histogram of the colormap indices, use
+ *          pixGetCmapHistogramInRect().
+ *      (2) This always returns a 256-value histogram of pixel values.
+ *      (3) Set the subsampling %factor > 1 to reduce the amount of computation.
+ * 

+ */
+NUMA *
+pixGetGrayHistogramInRect(PIX     *pixs,
+                          BOX     *box,
+                          l_int32  factor)
+{
+l_int32     i, j, bx, by, bw, bh, w, h, wplg, val;
+l_uint32   *datag, *lineg;
+l_float32  *array;
+NUMA       *na;
+PIX        *pixg;
+
+    PROCNAME("pixGetGrayHistogramInRect");
+
+    if (!box)
+        return pixGetGrayHistogram(pixs, factor);
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8 && !pixGetColormap(pixs))
+        return (NUMA *)ERROR_PTR("pixs neither 8 bpp nor colormapped",
+                                 procName, NULL);
+    if (factor < 1)
+        return (NUMA *)ERROR_PTR("sampling must be >= 1", procName, NULL);
+
+    if ((na = numaCreate(256)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetCount(na, 256);  /* all initialized to 0.0 */
+    array = numaGetFArray(na, L_NOCOPY);
+
+    if (pixGetColormap(pixs))
+        pixg = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixg = pixClone(pixs);
+    pixGetDimensions(pixg, &w, &h, NULL);
+    datag = pixGetData(pixg);
+    wplg = pixGetWpl(pixg);
+    boxGetGeometry(box, &bx, &by, &bw, &bh);
+
+        /* Generate the histogram */
+    for (i = 0; i < bh; i += factor) {
+        if (by + i < 0 || by + i >= h) continue;
+        lineg = datag + (by + i) * wplg;
+        for (j = 0; j < bw; j += factor) {
+            if (bx + j < 0 || bx + j >= w) continue;
+            val = GET_DATA_BYTE(lineg, bx + j);
+            array[val] += 1.0;
+        }
+    }
+
+    pixDestroy(&pixg);
+    return na;
+}
+
+
+/*!
+ * \brief   pixGetGrayHistogramTiled()
+ *
+ * \param[in]   pixs     any depth, colormap OK
+ * \param[in]   factor   subsampling factor; integer >= 1
+ * \param[in]   nx, ny   tiling; >= 1; typically small
+ * \return  naa set of histograms, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs is cmapped, it is converted to 8 bpp gray.
+ *      (2) This returns a set of 256-value histograms of pixel values.
+ *      (3) Set the subsampling factor > 1 to reduce the amount of computation.
+ * 

+ */
+NUMAA *
+pixGetGrayHistogramTiled(PIX     *pixs,
+                         l_int32  factor,
+                         l_int32  nx,
+                         l_int32  ny)
+{
+l_int32  i, n;
+NUMA    *na;
+NUMAA   *naa;
+PIX     *pix1, *pix2;
+PIXA    *pixa;
+
+    PROCNAME("pixGetGrayHistogramTiled");
+
+    if (!pixs)
+        return (NUMAA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (factor < 1)
+        return (NUMAA *)ERROR_PTR("sampling must be >= 1", procName, NULL);
+    if (nx < 1 || ny < 1)
+        return (NUMAA *)ERROR_PTR("nx and ny must both be > 0", procName, NULL);
+
+    n = nx * ny;
+    if ((naa = numaaCreate(n)) == NULL)
+        return (NUMAA *)ERROR_PTR("naa not made", procName, NULL);
+
+    pix1 = pixConvertTo8(pixs, FALSE);
+    pixa = pixaSplitPix(pix1, nx, ny, 0, 0);
+    for (i = 0; i < n; i++) {
+        pix2 = pixaGetPix(pixa, i, L_CLONE);
+        na = pixGetGrayHistogram(pix2, factor);
+        numaaAddNuma(naa, na, L_INSERT);
+        pixDestroy(&pix2);
+    }
+
+    pixDestroy(&pix1);
+    pixaDestroy(&pixa);
+    return naa;
+}
+
+
+/*!
+ * \brief   pixGetColorHistogram()
+ *
+ * \param[in]    pixs     rgb or colormapped
+ * \param[in]    factor   subsampling factor; integer >= 1
+ * \param[out]   pnar     red histogram
+ * \param[out]   pnag     green histogram
+ * \param[out]   pnab     blue histogram
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a set of three 256 entry histograms,
+ *          one for each color component (r,g,b).
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of computation.
+ * 

+ */
+l_ok
+pixGetColorHistogram(PIX     *pixs,
+                     l_int32  factor,
+                     NUMA   **pnar,
+                     NUMA   **pnag,
+                     NUMA   **pnab)
+{
+l_int32     i, j, w, h, d, wpl, index, rval, gval, bval;
+l_uint32   *data, *line;
+l_float32  *rarray, *garray, *barray;
+NUMA       *nar, *nag, *nab;
+PIXCMAP    *cmap;
+
+    PROCNAME("pixGetColorHistogram");
+
+    if (pnar) *pnar = NULL;
+    if (pnag) *pnag = NULL;
+    if (pnab) *pnab = NULL;
+    if (!pnar || !pnag || !pnab)
+        return ERROR_INT("&nar, &nag, &nab not all defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    cmap = pixGetColormap(pixs);
+    if (cmap && (d != 2 && d != 4 && d != 8))
+        return ERROR_INT("colormap and not 2, 4, or 8 bpp", procName, 1);
+    if (!cmap && d != 32)
+        return ERROR_INT("no colormap and not rgb", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+
+        /* Set up the histogram arrays */
+    nar = numaCreate(256);
+    nag = numaCreate(256);
+    nab = numaCreate(256);
+    numaSetCount(nar, 256);
+    numaSetCount(nag, 256);
+    numaSetCount(nab, 256);
+    rarray = numaGetFArray(nar, L_NOCOPY);
+    garray = numaGetFArray(nag, L_NOCOPY);
+    barray = numaGetFArray(nab, L_NOCOPY);
+    *pnar = nar;
+    *pnag = nag;
+    *pnab = nab;
+
+        /* Generate the color histograms */
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    if (cmap) {
+        for (i = 0; i < h; i += factor) {
+            line = data + i * wpl;
+            for (j = 0; j < w; j += factor) {
+                if (d == 8)
+                    index = GET_DATA_BYTE(line, j);
+                else if (d == 4)
+                    index = GET_DATA_QBIT(line, j);
+                else   /* 2 bpp */
+                    index = GET_DATA_DIBIT(line, j);
+                pixcmapGetColor(cmap, index, &rval, &gval, &bval);
+                rarray[rval] += 1.0;
+                garray[gval] += 1.0;
+                barray[bval] += 1.0;
+            }
+        }
+    } else {  /* 32 bpp rgb */
+        for (i = 0; i < h; i += factor) {
+            line = data + i * wpl;
+            for (j = 0; j < w; j += factor) {
+                extractRGBValues(line[j], &rval, &gval, &bval);
+                rarray[rval] += 1.0;
+                garray[gval] += 1.0;
+                barray[bval] += 1.0;
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetColorHistogramMasked()
+ *
+ * \param[in]    pixs     32 bpp rgb, or colormapped
+ * \param[in]    pixm     [optional] 1 bpp mask over which histogram is
+ *                        to be computed; use all pixels if null
+ * \param[in]    x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                        can be < 0; these values are ignored if pixm is null
+ * \param[in]    factor   subsampling factor; integer >= 1
+ * \param[out]   pnar     red histogram
+ * \param[out]   pnag     green histogram
+ * \param[out]   pnab     blue histogram
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a set of three 256 entry histograms,
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of computation.
+ *      (3) Clipping of pixm (if it exists) to pixs is done in the inner loop.
+ *      (4) Input x,y are ignored unless pixm exists.
+ * 

+ */
+l_ok
+pixGetColorHistogramMasked(PIX        *pixs,
+                           PIX        *pixm,
+                           l_int32     x,
+                           l_int32     y,
+                           l_int32     factor,
+                           NUMA      **pnar,
+                           NUMA      **pnag,
+                           NUMA      **pnab)
+{
+l_int32     i, j, w, h, d, wm, hm, dm, wpls, wplm, index, rval, gval, bval;
+l_uint32   *datas, *datam, *lines, *linem;
+l_float32  *rarray, *garray, *barray;
+NUMA       *nar, *nag, *nab;
+PIXCMAP    *cmap;
+
+    PROCNAME("pixGetColorHistogramMasked");
+
+    if (!pixm)
+        return pixGetColorHistogram(pixs, factor, pnar, pnag, pnab);
+
+    if (pnar) *pnar = NULL;
+    if (pnag) *pnag = NULL;
+    if (pnab) *pnab = NULL;
+    if (!pnar || !pnag || !pnab)
+        return ERROR_INT("&nar, &nag, &nab not all defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    cmap = pixGetColormap(pixs);
+    if (cmap && (d != 2 && d != 4 && d != 8))
+        return ERROR_INT("colormap and not 2, 4, or 8 bpp", procName, 1);
+    if (!cmap && d != 32)
+        return ERROR_INT("no colormap and not rgb", procName, 1);
+    pixGetDimensions(pixm, &wm, &hm, &dm);
+    if (dm != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+
+        /* Set up the histogram arrays */
+    nar = numaCreate(256);
+    nag = numaCreate(256);
+    nab = numaCreate(256);
+    numaSetCount(nar, 256);
+    numaSetCount(nag, 256);
+    numaSetCount(nab, 256);
+    rarray = numaGetFArray(nar, L_NOCOPY);
+    garray = numaGetFArray(nag, L_NOCOPY);
+    barray = numaGetFArray(nab, L_NOCOPY);
+    *pnar = nar;
+    *pnag = nag;
+    *pnab = nab;
+
+        /* Generate the color histograms */
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datam = pixGetData(pixm);
+    wplm = pixGetWpl(pixm);
+    if (cmap) {
+        for (i = 0; i < hm; i += factor) {
+            if (y + i < 0 || y + i >= h) continue;
+            lines = datas + (y + i) * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < wm; j += factor) {
+                if (x + j < 0 || x + j >= w) continue;
+                if (GET_DATA_BIT(linem, j)) {
+                    if (d == 8)
+                        index = GET_DATA_BYTE(lines, x + j);
+                    else if (d == 4)
+                        index = GET_DATA_QBIT(lines, x + j);
+                    else   /* 2 bpp */
+                        index = GET_DATA_DIBIT(lines, x + j);
+                    pixcmapGetColor(cmap, index, &rval, &gval, &bval);
+                    rarray[rval] += 1.0;
+                    garray[gval] += 1.0;
+                    barray[bval] += 1.0;
+                }
+            }
+        }
+    } else {  /* 32 bpp rgb */
+        for (i = 0; i < hm; i += factor) {
+            if (y + i < 0 || y + i >= h) continue;
+            lines = datas + (y + i) * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < wm; j += factor) {
+                if (x + j < 0 || x + j >= w) continue;
+                if (GET_DATA_BIT(linem, j)) {
+                    extractRGBValues(lines[x + j], &rval, &gval, &bval);
+                    rarray[rval] += 1.0;
+                    garray[gval] += 1.0;
+                    barray[bval] += 1.0;
+                }
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetCmapHistogram()
+ *
+ * \param[in]   pixs    colormapped: d = 2, 4 or 8
+ * \param[in]   factor  subsampling factor; integer >= 1
+ * \return  na histogram of cmap indices, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a histogram of colormap pixel indices,
+ *          and is of size 2^d.
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of computation.
+ * 

+ */
+NUMA *
+pixGetCmapHistogram(PIX     *pixs,
+                    l_int32  factor)
+{
+l_int32     i, j, w, h, d, wpl, val, size;
+l_uint32   *data, *line;
+l_float32  *array;
+NUMA       *na;
+
+    PROCNAME("pixGetCmapHistogram");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs) == NULL)
+        return (NUMA *)ERROR_PTR("pixs not cmapped", procName, NULL);
+    if (factor < 1)
+        return (NUMA *)ERROR_PTR("sampling must be >= 1", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 2 && d != 4 && d != 8)
+        return (NUMA *)ERROR_PTR("d not 2, 4 or 8", procName, NULL);
+
+    size = 1 << d;
+    if ((na = numaCreate(size)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetCount(na, size);  /* all initialized to 0.0 */
+    array = numaGetFArray(na, L_NOCOPY);
+
+    wpl = pixGetWpl(pixs);
+    data = pixGetData(pixs);
+    for (i = 0; i < h; i += factor) {
+        line = data + i * wpl;
+        for (j = 0; j < w; j += factor) {
+            if (d == 8)
+                val = GET_DATA_BYTE(line, j);
+            else if (d == 4)
+                val = GET_DATA_QBIT(line, j);
+            else  /* d == 2 */
+                val = GET_DATA_DIBIT(line, j);
+            array[val] += 1.0;
+        }
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixGetCmapHistogramMasked()
+ *
+ * \param[in]   pixs     colormapped: d = 2, 4 or 8
+ * \param[in]   pixm     [optional] 1 bpp mask over which histogram is
+ *                       to be computed; use all pixels if null
+ * \param[in]   x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                       can be < 0; these values are ignored if pixm is null
+ * \param[in]   factor   subsampling factor; integer >= 1
+ * \return  na histogram, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a histogram of colormap pixel indices,
+ *          and is of size 2^d.
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of computation.
+ *      (3) Clipping of pixm to pixs is done in the inner loop.
+ * 

+ */
+NUMA *
+pixGetCmapHistogramMasked(PIX     *pixs,
+                          PIX     *pixm,
+                          l_int32  x,
+                          l_int32  y,
+                          l_int32  factor)
+{
+l_int32     i, j, w, h, d, wm, hm, dm, wpls, wplm, val, size;
+l_uint32   *datas, *datam, *lines, *linem;
+l_float32  *array;
+NUMA       *na;
+
+    PROCNAME("pixGetCmapHistogramMasked");
+
+    if (!pixm)
+        return pixGetCmapHistogram(pixs, factor);
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs) == NULL)
+        return (NUMA *)ERROR_PTR("pixs not cmapped", procName, NULL);
+    pixGetDimensions(pixm, &wm, &hm, &dm);
+    if (dm != 1)
+        return (NUMA *)ERROR_PTR("pixm not 1 bpp", procName, NULL);
+    if (factor < 1)
+        return (NUMA *)ERROR_PTR("sampling must be >= 1", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 2 && d != 4 && d != 8)
+        return (NUMA *)ERROR_PTR("d not 2, 4 or 8", procName, NULL);
+
+    size = 1 << d;
+    if ((na = numaCreate(size)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetCount(na, size);  /* all initialized to 0.0 */
+    array = numaGetFArray(na, L_NOCOPY);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datam = pixGetData(pixm);
+    wplm = pixGetWpl(pixm);
+
+    for (i = 0; i < hm; i += factor) {
+        if (y + i < 0 || y + i >= h) continue;
+        lines = datas + (y + i) * wpls;
+        linem = datam + i * wplm;
+        for (j = 0; j < wm; j += factor) {
+            if (x + j < 0 || x + j >= w) continue;
+            if (GET_DATA_BIT(linem, j)) {
+                if (d == 8)
+                    val = GET_DATA_BYTE(lines, x + j);
+                else if (d == 4)
+                    val = GET_DATA_QBIT(lines, x + j);
+                else  /* d == 2 */
+                    val = GET_DATA_DIBIT(lines, x + j);
+                array[val] += 1.0;
+            }
+        }
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixGetCmapHistogramInRect()
+ *
+ * \param[in]   pixs     colormapped: d = 2, 4 or 8
+ * \param[in]   box      [optional] over which histogram is to be computed;
+ *                       use full image if NULL
+ * \param[in]   factor   subsampling factor; integer >= 1
+ * \return  na histogram, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a histogram of colormap pixel indices,
+ *          and is of size 2^d.
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of computation.
+ *      (3) Clipping to the box is done in the inner loop.
+ * 

+ */
+NUMA *
+pixGetCmapHistogramInRect(PIX     *pixs,
+                          BOX     *box,
+                          l_int32  factor)
+{
+l_int32     i, j, bx, by, bw, bh, w, h, d, wpls, val, size;
+l_uint32   *datas, *lines;
+l_float32  *array;
+NUMA       *na;
+
+    PROCNAME("pixGetCmapHistogramInRect");
+
+    if (!box)
+        return pixGetCmapHistogram(pixs, factor);
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs) == NULL)
+        return (NUMA *)ERROR_PTR("pixs not cmapped", procName, NULL);
+    if (factor < 1)
+        return (NUMA *)ERROR_PTR("sampling must be >= 1", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 2 && d != 4 && d != 8)
+        return (NUMA *)ERROR_PTR("d not 2, 4 or 8", procName, NULL);
+
+    size = 1 << d;
+    if ((na = numaCreate(size)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+    numaSetCount(na, size);  /* all initialized to 0.0 */
+    array = numaGetFArray(na, L_NOCOPY);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    boxGetGeometry(box, &bx, &by, &bw, &bh);
+
+    for (i = 0; i < bh; i += factor) {
+        if (by + i < 0 || by + i >= h) continue;
+        lines = datas + (by + i) * wpls;
+        for (j = 0; j < bw; j += factor) {
+            if (bx + j < 0 || bx + j >= w) continue;
+            if (d == 8)
+                val = GET_DATA_BYTE(lines, bx + j);
+            else if (d == 4)
+                val = GET_DATA_QBIT(lines, bx + j);
+            else  /* d == 2 */
+                val = GET_DATA_DIBIT(lines, bx + j);
+            array[val] += 1.0;
+        }
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixCountRGBColors()
+ *
+ * \param[in]    pixs    rgb or rgba
+ * \return  ncolors, or -1 on error
+ */
+l_int32
+pixCountRGBColors(PIX  *pixs)
+{
+l_int32  ncolors;
+L_AMAP  *amap;
+
+    PROCNAME("pixCountRGBColors");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not defined or not 32 bpp", procName, -1);
+    amap = pixGetColorAmapHistogram(pixs, 1);
+    ncolors = l_amapSize(amap);
+    l_amapDestroy(&amap);
+    return ncolors;
+}
+
+
+/*!
+ * \brief   pixGetColorAmapHistogram()
+ *
+ * \param[in]   pixs    rgb or rgba
+ * \param[in]   factor  subsampling factor; integer >= 1
+ * \return  amap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates an ordered map from pixel value to histogram count.
+ *      (2) Use amapGetCountForColor() to use the map to look up a count.
+ * 

+ */
+L_AMAP  *
+pixGetColorAmapHistogram(PIX     *pixs,
+                         l_int32  factor)
+{
+l_int32    i, j, w, h, wpl;
+l_uint32  *data, *line;
+L_AMAP    *amap;
+RB_TYPE    key, value;
+RB_TYPE   *pval;
+
+    PROCNAME("pixGetColorAmapHistogram");
+
+    if (!pixs)
+        return (L_AMAP *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (L_AMAP *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    amap = l_amapCreate(L_UINT_TYPE);
+    for (i = 0; i < h; i += factor) {
+        line = data + i * wpl;
+        for (j = 0; j < w; j += factor) {
+            key.utype = line[j];
+            pval = l_amapFind(amap, key);
+            if (!pval)
+                value.itype = 1;
+            else
+                value.itype = 1 + pval->itype;
+            l_amapInsert(amap, key, value);
+        }
+    }
+
+    return amap;
+}
+
+
+/*!
+ * \brief   amapGetCountForColor()
+ *
+ * \param[in]   amap   map from pixel value to count
+ * \param[in]   val    rgb or rgba pixel value
+ * \return  count, or -1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The ordered map is made by pixGetColorAmapHistogram().
+ * 

+ */
+l_int32
+amapGetCountForColor(L_AMAP   *amap,
+                     l_uint32  val)
+{
+RB_TYPE   key;
+RB_TYPE  *pval;
+
+    PROCNAME("amapGetCountForColor");
+
+    if (!amap)
+        return ERROR_INT("amap not defined", procName, -1);
+
+    key.utype = val;
+    pval = l_amapFind(amap, key);
+    return (pval) ? pval->itype : 0;
+}
+
+
+/*!
+ * \brief   pixGetRankValue()
+ *
+ * \param[in]    pixs     8 bpp, 32 bpp or colormapped
+ * \param[in]    factor   subsampling factor; integer >= 1
+ * \param[in]    rank     between 0.0 and 1.0; 1.0 is brightest, 0.0 is darkest
+ * \param[out]   pvalue   pixel value corresponding to input rank
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Simple function to get rank values of an image.
+ *          For a color image, the median value (rank = 0.5) can be
+ *          used to linearly remap the colors based on the median
+ *          of a target image, using pixLinearMapToTargetColor().
+ * 

+ */
+l_ok
+pixGetRankValue(PIX       *pixs,
+                l_int32    factor,
+                l_float32  rank,
+                l_uint32  *pvalue)
+{
+l_int32    d;
+l_float32  val, rval, gval, bval;
+PIX       *pixt;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixGetRankValue");
+
+    if (!pvalue)
+        return ERROR_INT("&value not defined", procName, 1);
+    *pvalue = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    d = pixGetDepth(pixs);
+    cmap = pixGetColormap(pixs);
+    if (d != 8 && d != 32 && !cmap)
+        return ERROR_INT("pixs not 8 or 32 bpp, or cmapped", procName, 1);
+    if (cmap)
+        pixt = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pixt = pixClone(pixs);
+    d = pixGetDepth(pixt);
+
+    if (d == 8) {
+        pixGetRankValueMasked(pixt, NULL, 0, 0, factor, rank, &val, NULL);
+        *pvalue = lept_roundftoi(val);
+    } else {
+        pixGetRankValueMaskedRGB(pixt, NULL, 0, 0, factor, rank,
+                                 &rval, &gval, &bval);
+        composeRGBPixel(lept_roundftoi(rval), lept_roundftoi(gval),
+                        lept_roundftoi(bval), pvalue);
+    }
+
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRankValueMaskedRGB()
+ *
+ * \param[in]    pixs     32 bpp
+ * \param[in]    pixm     [optional] 1 bpp mask over which rank val is to be taken;
+ *                        use all pixels if null
+ * \param[in]    x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                        can be < 0; these values are ignored if pixm is null
+ * \param[in]    factor   subsampling factor; integer >= 1
+ * \param[in]    rank     between 0.0 and 1.0; 1.0 is brightest, 0.0 is darkest
+ * \param[out]   prval    [optional] red component val for input rank
+ * \param[out]   pgval    [optional] green component val for input rank
+ * \param[out]   pbval    [optional] blue component val for input rank
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Computes the rank component values of pixels in pixs that
+ *          are under the fg of the optional mask.  If the mask is null, it
+ *          computes the average of the pixels in pixs.
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of
+ *          computation.
+ *      (4) Input x,y are ignored unless pixm exists.
+ *      (5) The rank must be in [0.0 ... 1.0], where the brightest pixel
+ *          has rank 1.0.  For the median pixel value, use 0.5.
+ * 

+ */
+l_ok
+pixGetRankValueMaskedRGB(PIX        *pixs,
+                         PIX        *pixm,
+                         l_int32     x,
+                         l_int32     y,
+                         l_int32     factor,
+                         l_float32   rank,
+                         l_float32  *prval,
+                         l_float32  *pgval,
+                         l_float32  *pbval)
+{
+l_float32  scale;
+PIX       *pixmt, *pixt;
+
+    PROCNAME("pixGetRankValueMaskedRGB");
+
+    if (prval) *prval = 0.0;
+    if (pgval) *pgval = 0.0;
+    if (pbval) *pbval = 0.0;
+    if (!prval && !pgval && !pbval)
+        return ERROR_INT("no results requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not 32 bpp", procName, 1);
+    if (pixm && pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    if (rank < 0.0 || rank > 1.0)
+        return ERROR_INT("rank not in [0.0 ... 1.0]", procName, 1);
+
+    pixmt = NULL;
+    if (pixm) {
+        scale = 1.0 / (l_float32)factor;
+        pixmt = pixScale(pixm, scale, scale);
+    }
+    if (prval) {
+        pixt = pixScaleRGBToGrayFast(pixs, factor, COLOR_RED);
+        pixGetRankValueMasked(pixt, pixmt, x / factor, y / factor,
+                              factor, rank, prval, NULL);
+        pixDestroy(&pixt);
+    }
+    if (pgval) {
+        pixt = pixScaleRGBToGrayFast(pixs, factor, COLOR_GREEN);
+        pixGetRankValueMasked(pixt, pixmt, x / factor, y / factor,
+                              factor, rank, pgval, NULL);
+        pixDestroy(&pixt);
+    }
+    if (pbval) {
+        pixt = pixScaleRGBToGrayFast(pixs, factor, COLOR_BLUE);
+        pixGetRankValueMasked(pixt, pixmt, x / factor, y / factor,
+                              factor, rank, pbval, NULL);
+        pixDestroy(&pixt);
+    }
+    pixDestroy(&pixmt);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRankValueMasked()
+ *
+ * \param[in]    pixs     8 bpp, or colormapped
+ * \param[in]    pixm     [optional] 1 bpp mask, over which the rank val
+ *                        is to be taken; use all pixels if null
+ * \param[in]    x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                        can be < 0; these values are ignored if pixm is null
+ * \param[in]    factor   subsampling factor; integer >= 1
+ * \param[in]    rank     between 0.0 and 1.0; 1.0 is brightest, 0.0 is darkest
+ * \param[out]   pval     pixel value corresponding to input rank
+ * \param[out]   pna     [optional] of histogram
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Computes the rank value of pixels in pixs that are under
+ *          the fg of the optional mask.  If the mask is null, it
+ *          computes the average of the pixels in pixs.
+ *      (2) Set the subsampling %factor > 1 to reduce the amount of
+ *          computation.
+ *      (3) Clipping of pixm (if it exists) to pixs is done in the inner loop.
+ *      (4) Input x,y are ignored unless pixm exists.
+ *      (5) The rank must be in [0.0 ... 1.0], where the brightest pixel
+ *          has rank 1.0.  For the median pixel value, use 0.5.
+ *      (6) The histogram can optionally be returned, so that other rank
+ *          values can be extracted without recomputing the histogram.
+ *          In that case, just use
+ *              numaHistogramGetValFromRank(na, rank, &val);
+ *          on the returned Numa for additional rank values.
+ * 

+ */
+l_ok
+pixGetRankValueMasked(PIX        *pixs,
+                      PIX        *pixm,
+                      l_int32     x,
+                      l_int32     y,
+                      l_int32     factor,
+                      l_float32   rank,
+                      l_float32  *pval,
+                      NUMA      **pna)
+{
+NUMA  *na;
+
+    PROCNAME("pixGetRankValueMasked");
+
+    if (pna) *pna = NULL;
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0.0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixs) != 8 && !pixGetColormap(pixs))
+        return ERROR_INT("pixs neither 8 bpp nor colormapped", procName, 1);
+    if (pixm && pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    if (rank < 0.0 || rank > 1.0)
+        return ERROR_INT("rank not in [0.0 ... 1.0]", procName, 1);
+
+    if ((na = pixGetGrayHistogramMasked(pixs, pixm, x, y, factor)) == NULL)
+        return ERROR_INT("na not made", procName, 1);
+    numaHistogramGetValFromRank(na, rank, pval);
+    if (pna)
+        *pna = na;
+    else
+        numaDestroy(&na);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetPixelAverage()
+ *
+ * \param[in]    pixs     8 or 32 bpp, or colormapped
+ * \param[in]    pixm     [optional] 1 bpp mask over which average is
+ *                        to be taken; use all pixels if null
+ * \param[in]    x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                        can be < 0
+ * \param[in]    factor   subsampling factor; >= 1
+ * \param[out]   pval     average pixel value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For rgb pix, this is a more direct computation of the
+ *          average value of the pixels in %pixs that are under the
+ *          mask %pixm. It is faster than pixGetPixelStats(), which
+ *          calls pixGetAverageMaskedRGB() and has the overhead of
+ *          generating a temporary pix of each of the three components;
+ *          this can take most of the time if %factor > 1.
+ *      (2) If %pixm is null, this gives the average value of all
+ *          pixels in %pixs.  The returned value is an integer.
+ *      (3) For color %pixs, the returned pixel value is in the standard
+ *          uint32 RGBA packing.
+ *      (4) Clipping of pixm (if it exists) to pixs is done in the inner loop.
+ *      (5) Input x,y are ignored if %pixm does not exist.
+ * 

+ */
+l_ok
+pixGetPixelAverage(PIX       *pixs,
+                   PIX       *pixm,
+                   l_int32    x,
+                   l_int32    y,
+                   l_int32    factor,
+                   l_uint32  *pval)
+{
+l_int32    i, j, w, h, d, wm, hm, wpl1, wplm, val, rval, gval, bval, count;
+l_uint32  *data1, *datam, *line1, *linem;
+l_float64  sum, rsum, gsum, bsum;
+PIX       *pix1;
+
+    PROCNAME("pixGetPixelAverage");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    d = pixGetDepth(pixs);
+    if (d != 32 && !pixGetColormap(pixs))
+        return ERROR_INT("pixs not rgb or colormapped", procName, 1);
+    if (pixm && pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+
+    if (pixGetColormap(pixs))
+        pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pix1 = pixClone(pixs);
+    pixGetDimensions(pix1, &w, &h, &d);
+    if (d == 1) {
+        pixDestroy(&pix1);
+        return ERROR_INT("pix1 is just 1 bpp", procName, 1);
+    }
+    data1 = pixGetData(pix1);
+    wpl1 = pixGetWpl(pix1);
+
+    sum = rsum = gsum = bsum = 0.0;
+    count = 0;
+    if (!pixm) {
+        for (i = 0; i < h; i += factor) {
+            line1 = data1 + i * wpl1;
+            for (j = 0; j < w; j += factor) {
+                if (d == 8) {
+                    val = GET_DATA_BYTE(line1, j);
+                    sum += val;
+                } else {  /* rgb */
+                    extractRGBValues(*(line1 + j), &rval, &gval, &bval);
+                    rsum += rval;
+                    gsum += gval;
+                    bsum += bval;
+                }
+                count++;
+            }
+        }
+    } else {  /* masked */
+        pixGetDimensions(pixm, &wm, &hm, NULL);
+        datam = pixGetData(pixm);
+        wplm = pixGetWpl(pixm);
+        for (i = 0; i < hm; i += factor) {
+            if (y + i < 0 || y + i >= h) continue;
+            line1 = data1 + (y + i) * wpl1;
+            linem = datam + i * wplm;
+            for (j = 0; j < wm; j += factor) {
+                if (x + j < 0 || x + j >= w) continue;
+                if (GET_DATA_BIT(linem, j)) {
+                    if (d == 8) {
+                        val = GET_DATA_BYTE(line1, x + j);
+                        sum += val;
+                    } else {  /* rgb */
+                        extractRGBValues(*(line1 + x + j), &rval, &gval, &bval);
+                        rsum += rval;
+                        gsum += gval;
+                        bsum += bval;
+                    }
+                    count++;
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pix1);
+    if (count == 0)
+        return ERROR_INT("no pixels sampled", procName, 1);
+    if (d == 8) {
+        *pval = (l_uint32)((l_float64)sum / (l_float64)count);
+    } else {  /* d == 32 */
+        rval = (l_uint32)((l_float64)rsum / (l_float64)count);
+        gval = (l_uint32)((l_float64)gsum / (l_float64)count);
+        bval = (l_uint32)((l_float64)bsum / (l_float64)count);
+        composeRGBPixel(rval, gval, bval, pval);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetPixelStats()
+ *
+ * \param[in]    pixs     8 bpp, 32 bpp or colormapped
+ * \param[in]    factor   subsampling factor; integer >= 1
+ * \param[in]    type     L_MEAN_ABSVAL, L_ROOT_MEAN_SQUARE,
+ *                        L_STANDARD_DEVIATION, L_VARIANCE
+ * \param[out]   pvalue   pixel value corresponding to input type
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Simple function to get one of four statistical values of an image.
+ *      (2) It does not take a mask: it uses the entire image.
+ *      (3) To get the average pixel value of an RGB image, suggest using
+ *          pixGetPixelAverage(), which is considerably faster.
+ * 

+ */
+l_ok
+pixGetPixelStats(PIX       *pixs,
+                 l_int32    factor,
+                 l_int32    type,
+                 l_uint32  *pvalue)
+{
+l_int32    d;
+l_float32  val, rval, gval, bval;
+PIX       *pixt;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixGetPixelStats");
+
+    if (!pvalue)
+        return ERROR_INT("&value not defined", procName, 1);
+    *pvalue = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    d = pixGetDepth(pixs);
+    cmap = pixGetColormap(pixs);
+    if (d != 8 && d != 32 && !cmap)
+        return ERROR_INT("pixs not 8 or 32 bpp, or cmapped", procName, 1);
+    if (cmap)
+        pixt = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pixt = pixClone(pixs);
+    d = pixGetDepth(pixt);
+
+    if (d == 8) {
+        pixGetAverageMasked(pixt, NULL, 0, 0, factor, type, &val);
+        *pvalue = lept_roundftoi(val);
+    } else {
+        pixGetAverageMaskedRGB(pixt, NULL, 0, 0, factor, type,
+                               &rval, &gval, &bval);
+        composeRGBPixel(lept_roundftoi(rval), lept_roundftoi(gval),
+                        lept_roundftoi(bval), pvalue);
+    }
+
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetAverageMaskedRGB()
+ *
+ * \param[in]    pixs     32 bpp, or colormapped
+ * \param[in]    pixm     [optional] 1 bpp mask over which average is
+ *                        to be taken; use all pixels if null
+ * \param[in]    x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                        can be < 0
+ * \param[in]    factor   subsampling factor; >= 1
+ * \param[in]    type     L_MEAN_ABSVAL, L_ROOT_MEAN_SQUARE,
+ *                        L_STANDARD_DEVIATION, L_VARIANCE
+ * \param[out]   prval    [optional] measured red value of given 'type'
+ * \param[out]   pgval    [optional] measured green value of given 'type'
+ * \param[out]   pbval    [optional] measured blue value of given 'type'
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For usage, see pixGetAverageMasked().
+ *      (2) If there is a colormap, it is removed before the 8 bpp
+ *          component images are extracted.
+ *      (3) A better name for this would be: pixGetPixelStatsRGB()
+ * 

+ */
+l_ok
+pixGetAverageMaskedRGB(PIX        *pixs,
+                       PIX        *pixm,
+                       l_int32     x,
+                       l_int32     y,
+                       l_int32     factor,
+                       l_int32     type,
+                       l_float32  *prval,
+                       l_float32  *pgval,
+                       l_float32  *pbval)
+{
+PIX      *pixt;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixGetAverageMaskedRGB");
+
+    if (prval) *prval = 0.0;
+    if (pgval) *pgval = 0.0;
+    if (pbval) *pbval = 0.0;
+    if (!prval && !pgval && !pbval)
+        return ERROR_INT("no values requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    cmap = pixGetColormap(pixs);
+    if (pixGetDepth(pixs) != 32 && !cmap)
+        return ERROR_INT("pixs neither 32 bpp nor colormapped", procName, 1);
+    if (pixm && pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    if (type != L_MEAN_ABSVAL && type != L_ROOT_MEAN_SQUARE &&
+        type != L_STANDARD_DEVIATION && type != L_VARIANCE)
+        return ERROR_INT("invalid measure type", procName, 1);
+
+    if (prval) {
+        if (cmap)
+            pixt = pixGetRGBComponentCmap(pixs, COLOR_RED);
+        else
+            pixt = pixGetRGBComponent(pixs, COLOR_RED);
+        pixGetAverageMasked(pixt, pixm, x, y, factor, type, prval);
+        pixDestroy(&pixt);
+    }
+    if (pgval) {
+        if (cmap)
+            pixt = pixGetRGBComponentCmap(pixs, COLOR_GREEN);
+        else
+            pixt = pixGetRGBComponent(pixs, COLOR_GREEN);
+        pixGetAverageMasked(pixt, pixm, x, y, factor, type, pgval);
+        pixDestroy(&pixt);
+    }
+    if (pbval) {
+        if (cmap)
+            pixt = pixGetRGBComponentCmap(pixs, COLOR_BLUE);
+        else
+            pixt = pixGetRGBComponent(pixs, COLOR_BLUE);
+        pixGetAverageMasked(pixt, pixm, x, y, factor, type, pbval);
+        pixDestroy(&pixt);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetAverageMasked()
+ *
+ * \param[in]   pixs     8 or 16 bpp, or colormapped
+ * \param[in]   pixm     [optional] 1 bpp mask over which average is
+ *                       to be taken; use all pixels if null
+ * \param[in]   x, y     UL corner of pixm relative to the UL corner of pixs;
+ *                       can be < 0
+ * \param[in]   factor   subsampling factor; >= 1
+ * \param[in]   type     L_MEAN_ABSVAL, L_ROOT_MEAN_SQUARE,
+ *                       L_STANDARD_DEVIATION, L_VARIANCE
+ * \param[out]  pval     measured value of given 'type'
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Use L_MEAN_ABSVAL to get the average value of pixels in pixs
+ *          that are under the fg of the optional mask.  If the mask
+ *          is null, it finds the average of the pixels in pixs.
+ *      (2) Likewise, use L_ROOT_MEAN_SQUARE to get the rms value of
+ *          pixels in pixs, either masked or not; L_STANDARD_DEVIATION
+ *          to get the standard deviation from the mean of the pixels;
+ *          L_VARIANCE to get the average squared difference from the
+ *          expected value.  The variance is the square of the stdev.
+ *          For the standard deviation, we use
+ *              sqrt([([x] - x)]^2) = sqrt([x^2] - [x]^2)
+ *      (3) Set the subsampling %factor > 1 to reduce the amount of
+ *          computation.
+ *      (4) Clipping of pixm (if it exists) to pixs is done in the inner loop.
+ *      (5) Input x,y are ignored unless pixm exists.
+ *      (6) A better name for this would be: pixGetPixelStatsGray()
+ * 

+ */
+l_ok
+pixGetAverageMasked(PIX        *pixs,
+                    PIX        *pixm,
+                    l_int32     x,
+                    l_int32     y,
+                    l_int32     factor,
+                    l_int32     type,
+                    l_float32  *pval)
+{
+l_int32    i, j, w, h, d, wm, hm, wplg, wplm, val, count;
+l_uint32  *datag, *datam, *lineg, *linem;
+l_float64  sumave, summs, ave, meansq, var;
+PIX       *pixg;
+
+    PROCNAME("pixGetAverageMasked");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0.0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 16 && !pixGetColormap(pixs))
+        return ERROR_INT("pixs not 8 or 16 bpp or colormapped", procName, 1);
+    if (pixm && pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not 1 bpp", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    if (type != L_MEAN_ABSVAL && type != L_ROOT_MEAN_SQUARE &&
+        type != L_STANDARD_DEVIATION && type != L_VARIANCE)
+        return ERROR_INT("invalid measure type", procName, 1);
+
+    if (pixGetColormap(pixs))
+        pixg = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixg = pixClone(pixs);
+    pixGetDimensions(pixg, &w, &h, &d);
+    datag = pixGetData(pixg);
+    wplg = pixGetWpl(pixg);
+
+    sumave = summs = 0.0;
+    count = 0;
+    if (!pixm) {
+        for (i = 0; i < h; i += factor) {
+            lineg = datag + i * wplg;
+            for (j = 0; j < w; j += factor) {
+                if (d == 8)
+                    val = GET_DATA_BYTE(lineg, j);
+                else  /* d == 16 */
+                    val = GET_DATA_TWO_BYTES(lineg, j);
+                if (type != L_ROOT_MEAN_SQUARE)
+                    sumave += val;
+                if (type != L_MEAN_ABSVAL)
+                    summs += (l_float64)(val) * val;
+                count++;
+            }
+        }
+    } else {
+        pixGetDimensions(pixm, &wm, &hm, NULL);
+        datam = pixGetData(pixm);
+        wplm = pixGetWpl(pixm);
+        for (i = 0; i < hm; i += factor) {
+            if (y + i < 0 || y + i >= h) continue;
+            lineg = datag + (y + i) * wplg;
+            linem = datam + i * wplm;
+            for (j = 0; j < wm; j += factor) {
+                if (x + j < 0 || x + j >= w) continue;
+                if (GET_DATA_BIT(linem, j)) {
+                    if (d == 8)
+                        val = GET_DATA_BYTE(lineg, x + j);
+                    else  /* d == 16 */
+                        val = GET_DATA_TWO_BYTES(lineg, x + j);
+                    if (type != L_ROOT_MEAN_SQUARE)
+                        sumave += val;
+                    if (type != L_MEAN_ABSVAL)
+                        summs += (l_float64)(val) * val;
+                    count++;
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pixg);
+    if (count == 0)
+        return ERROR_INT("no pixels sampled", procName, 1);
+    ave = sumave / (l_float64)count;
+    meansq = summs / (l_float64)count;
+    var = meansq - ave * ave;
+    if (type == L_MEAN_ABSVAL)
+        *pval = (l_float32)ave;
+    else if (type == L_ROOT_MEAN_SQUARE)
+        *pval = (l_float32)sqrt(meansq);
+    else if (type == L_STANDARD_DEVIATION)
+        *pval = (l_float32)sqrt(var);
+    else  /* type == L_VARIANCE */
+        *pval = (l_float32)var;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetAverageTiledRGB()
+ *
+ * \param[in]   pixs     32 bpp, or colormapped
+ * \param[in]   sx, sy   tile size; must be at least 2 x 2
+ * \param[in]   type     L_MEAN_ABSVAL, L_ROOT_MEAN_SQUARE, L_STANDARD_DEVIATION
+ * \param[out]  ppixr    [optional] tiled 'average' of red component
+ * \param[out]  ppixg    [optional] tiled 'average' of green component
+ * \param[out]  ppixb    [optional] tiled 'average' of blue component
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For usage, see pixGetAverageTiled().
+ *      (2) If there is a colormap, it is removed before the 8 bpp
+ *          component images are extracted.
+ * 

+ */
+l_ok
+pixGetAverageTiledRGB(PIX     *pixs,
+                      l_int32  sx,
+                      l_int32  sy,
+                      l_int32  type,
+                      PIX    **ppixr,
+                      PIX    **ppixg,
+                      PIX    **ppixb)
+{
+PIX      *pixt;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixGetAverageTiledRGB");
+
+    if (ppixr) *ppixr = NULL;
+    if (ppixg) *ppixg = NULL;
+    if (ppixb) *ppixb = NULL;
+    if (!ppixr && !ppixg && !ppixb)
+        return ERROR_INT("no data requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    cmap = pixGetColormap(pixs);
+    if (pixGetDepth(pixs) != 32 && !cmap)
+        return ERROR_INT("pixs neither 32 bpp nor colormapped", procName, 1);
+    if (sx < 2 || sy < 2)
+        return ERROR_INT("sx and sy not both > 1", procName, 1);
+    if (type != L_MEAN_ABSVAL && type != L_ROOT_MEAN_SQUARE &&
+        type != L_STANDARD_DEVIATION)
+        return ERROR_INT("invalid measure type", procName, 1);
+
+    if (ppixr) {
+        if (cmap)
+            pixt = pixGetRGBComponentCmap(pixs, COLOR_RED);
+        else
+            pixt = pixGetRGBComponent(pixs, COLOR_RED);
+        *ppixr = pixGetAverageTiled(pixt, sx, sy, type);
+        pixDestroy(&pixt);
+    }
+    if (ppixg) {
+        if (cmap)
+            pixt = pixGetRGBComponentCmap(pixs, COLOR_GREEN);
+        else
+            pixt = pixGetRGBComponent(pixs, COLOR_GREEN);
+        *ppixg = pixGetAverageTiled(pixt, sx, sy, type);
+        pixDestroy(&pixt);
+    }
+    if (ppixb) {
+        if (cmap)
+            pixt = pixGetRGBComponentCmap(pixs, COLOR_BLUE);
+        else
+            pixt = pixGetRGBComponent(pixs, COLOR_BLUE);
+        *ppixb = pixGetAverageTiled(pixt, sx, sy, type);
+        pixDestroy(&pixt);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetAverageTiled()
+ *
+ * \param[in]   pixs    8 bpp, or colormapped
+ * \param[in]   sx, sy  tile size; must be at least 2 x 2
+ * \param[in]   type    L_MEAN_ABSVAL, L_ROOT_MEAN_SQUARE, L_STANDARD_DEVIATION
+ * \return  pixd average values in each tile, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Only computes for tiles that are entirely contained in pixs.
+ *      (2) Use L_MEAN_ABSVAL to get the average abs value within the tile;
+ *          L_ROOT_MEAN_SQUARE to get the rms value within each tile;
+ *          L_STANDARD_DEVIATION to get the standard dev. from the average
+ *          within each tile.
+ *      (3) If colormapped, converts to 8 bpp gray.
+ * 

+ */
+PIX *
+pixGetAverageTiled(PIX     *pixs,
+                   l_int32  sx,
+                   l_int32  sy,
+                   l_int32  type)
+{
+l_int32    i, j, k, m, w, h, wd, hd, d, pos, wplt, wpld, valt;
+l_uint32  *datat, *datad, *linet, *lined, *startt;
+l_float64  sumave, summs, ave, meansq, normfact;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixGetAverageTiled");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && !pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs not 8 bpp or cmapped", procName, NULL);
+    if (sx < 2 || sy < 2)
+        return (PIX *)ERROR_PTR("sx and sy not both > 1", procName, NULL);
+    wd = w / sx;
+    hd = h / sy;
+    if (wd < 1 || hd < 1)
+        return (PIX *)ERROR_PTR("wd or hd == 0", procName, NULL);
+    if (type != L_MEAN_ABSVAL && type != L_ROOT_MEAN_SQUARE &&
+        type != L_STANDARD_DEVIATION)
+        return (PIX *)ERROR_PTR("invalid measure type", procName, NULL);
+
+    pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    pixd = pixCreate(wd, hd, 8);
+    datat = pixGetData(pixt);
+    wplt = pixGetWpl(pixt);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    normfact = 1. / (l_float64)(sx * sy);
+    for (i = 0; i < hd; i++) {
+        lined = datad + i * wpld;
+        linet = datat + i * sy * wplt;
+        for (j = 0; j < wd; j++) {
+            if (type == L_MEAN_ABSVAL || type == L_STANDARD_DEVIATION) {
+                sumave = 0.0;
+                for (k = 0; k < sy; k++) {
+                    startt = linet + k * wplt;
+                    for (m = 0; m < sx; m++) {
+                        pos = j * sx + m;
+                        valt = GET_DATA_BYTE(startt, pos);
+                        sumave += valt;
+                    }
+                }
+                ave = normfact * sumave;
+            }
+            if (type == L_ROOT_MEAN_SQUARE || type == L_STANDARD_DEVIATION) {
+                summs = 0.0;
+                for (k = 0; k < sy; k++) {
+                    startt = linet + k * wplt;
+                    for (m = 0; m < sx; m++) {
+                        pos = j * sx + m;
+                        valt = GET_DATA_BYTE(startt, pos);
+                        summs += (l_float64)(valt) * valt;
+                    }
+                }
+                meansq = normfact * summs;
+            }
+            if (type == L_MEAN_ABSVAL)
+                valt = (l_int32)(ave + 0.5);
+            else if (type == L_ROOT_MEAN_SQUARE)
+                valt = (l_int32)(sqrt(meansq) + 0.5);
+            else  /* type == L_STANDARD_DEVIATION */
+                valt = (l_int32)(sqrt(meansq - ave * ave) + 0.5);
+            SET_DATA_BYTE(lined, j, valt);
+        }
+    }
+
+    pixDestroy(&pixt);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRowStats()
+ *
+ * \param[in]    pixs          8 bpp; not cmapped
+ * \param[in]    box           [optional] clipping box; can be null
+ * \param[out]   pnamean       [optional] numa of mean values
+ * \param[out]   pnamedian     [optional] numa of median values
+ * \param[out]   pnamode       [optional] numa of mode intensity values
+ * \param[out]   pnamodecount  [optional] numa of mode counts
+ * \param[out]   pnavar        [optional] numa of variance
+ * \param[out]   pnarootvar    [optional] numa of square root of variance
+ * \return  na numa of requested statistic for each row, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes numas that represent column vectors of statistics,
+ *          with each of its values derived from the corresponding row of a Pix.
+ *      (2) Use NULL on input to prevent computation of any of the 5 numas.
+ *      (3) Other functions that compute pixel row statistics are:
+ *             pixCountPixelsByRow()
+ *             pixAverageByRow()
+ *             pixVarianceByRow()
+ *             pixGetRowStats()
+ * 

+ */
+l_int32
+pixRowStats(PIX    *pixs,
+            BOX    *box,
+            NUMA  **pnamean,
+            NUMA  **pnamedian,
+            NUMA  **pnamode,
+            NUMA  **pnamodecount,
+            NUMA  **pnavar,
+            NUMA  **pnarootvar)
+{
+l_int32     i, j, k, w, h, val, wpls, sum, sumsq, target, max, modeval;
+l_int32     xstart, xend, ystart, yend, bw, bh;
+l_int32    *histo;
+l_uint32   *lines, *datas;
+l_float32   norm;
+l_float32  *famean, *fameansq, *favar, *farootvar;
+l_float32  *famedian, *famode, *famodecount;
+
+    PROCNAME("pixRowStats");
+
+    if (pnamean) *pnamean = NULL;
+    if (pnamedian) *pnamedian = NULL;
+    if (pnamode) *pnamode = NULL;
+    if (pnamodecount) *pnamodecount = NULL;
+    if (pnavar) *pnavar = NULL;
+    if (pnarootvar) *pnarootvar = NULL;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs undefined or not 8 bpp", procName, 1);
+    famean = fameansq = favar = farootvar = NULL;
+    famedian = famode = famodecount = NULL;
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return ERROR_INT("invalid clipping box", procName, 1);
+
+        /* We need the mean for variance and root variance */
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if (pnamean || pnavar || pnarootvar) {
+        norm = 1. / (l_float32)bw;
+        famean = (l_float32 *)LEPT_CALLOC(bh, sizeof(l_float32));
+        fameansq = (l_float32 *)LEPT_CALLOC(bh, sizeof(l_float32));
+        if (pnavar || pnarootvar) {
+            favar = (l_float32 *)LEPT_CALLOC(bh, sizeof(l_float32));
+            if (pnarootvar)
+                farootvar = (l_float32 *)LEPT_CALLOC(bh, sizeof(l_float32));
+        }
+        for (i = ystart; i < yend; i++) {
+            sum = sumsq = 0;
+            lines = datas + i * wpls;
+            for (j = xstart; j < xend; j++) {
+                val = GET_DATA_BYTE(lines, j);
+                sum += val;
+                sumsq += val * val;
+            }
+            famean[i] = norm * sum;
+            fameansq[i] = norm * sumsq;
+            if (pnavar || pnarootvar) {
+                favar[i] = fameansq[i] - famean[i] * famean[i];
+                if (pnarootvar)
+                    farootvar[i] = sqrtf(favar[i]);
+            }
+        }
+        LEPT_FREE(fameansq);
+        if (pnamean)
+            *pnamean = numaCreateFromFArray(famean, bh, L_INSERT);
+        else
+            LEPT_FREE(famean);
+        if (pnavar)
+            *pnavar = numaCreateFromFArray(favar, bh, L_INSERT);
+        else
+            LEPT_FREE(favar);
+        if (pnarootvar)
+            *pnarootvar = numaCreateFromFArray(farootvar, bh, L_INSERT);
+    }
+
+        /* We need a histogram to find the median and/or mode values */
+    if (pnamedian || pnamode || pnamodecount) {
+        histo = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+        if (pnamedian) {
+            *pnamedian = numaMakeConstant(0, bh);
+            famedian = numaGetFArray(*pnamedian, L_NOCOPY);
+        }
+        if (pnamode) {
+            *pnamode = numaMakeConstant(0, bh);
+            famode = numaGetFArray(*pnamode, L_NOCOPY);
+        }
+        if (pnamodecount) {
+            *pnamodecount = numaMakeConstant(0, bh);
+            famodecount = numaGetFArray(*pnamodecount, L_NOCOPY);
+        }
+        for (i = ystart; i < yend; i++) {
+            lines = datas + i * wpls;
+            memset(histo, 0, 1024);
+            for (j = xstart; j < xend; j++) {
+                val = GET_DATA_BYTE(lines, j);
+                histo[val]++;
+            }
+
+            if (pnamedian) {
+                sum = 0;
+                target = (bw + 1) / 2;
+                for (k = 0; k < 256; k++) {
+                    sum += histo[k];
+                    if (sum >= target) {
+                        famedian[i] = k;
+                        break;
+                    }
+                }
+            }
+
+            if (pnamode || pnamodecount) {
+                max = 0;
+                modeval = 0;
+                for (k = 0; k < 256; k++) {
+                    if (histo[k] > max) {
+                        max = histo[k];
+                        modeval = k;
+                    }
+                }
+                if (pnamode)
+                    famode[i] = modeval;
+                if (pnamodecount)
+                    famodecount[i] = max;
+            }
+        }
+        LEPT_FREE(histo);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixColumnStats()
+ *
+ * \param[in]    pixs          8 bpp; not cmapped
+ * \param[in]    box           [optional] clipping box; can be null
+ * \param[out]   pnamean       [optional] numa of mean values
+ * \param[out]   pnamedian     [optional] numa of median values
+ * \param[out]   pnamode       [optional] numa of mode intensity values
+ * \param[out]   pnamodecount  [optional] numa of mode counts
+ * \param[out]   pnavar        [optional] numa of variance
+ * \param[out]   pnarootvar    [optional] numa of square root of variance
+ * \return  na numa of requested statistic for each column,
+ *                  or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes numas that represent row vectors of statistics,
+ *          with each of its values derived from the corresponding col of a Pix.
+ *      (2) Use NULL on input to prevent computation of any of the 5 numas.
+ *      (3) Other functions that compute pixel column statistics are:
+ *             pixCountPixelsByColumn()
+ *             pixAverageByColumn()
+ *             pixVarianceByColumn()
+ *             pixGetColumnStats()
+ * 

+ */
+l_int32
+pixColumnStats(PIX    *pixs,
+               BOX    *box,
+               NUMA  **pnamean,
+               NUMA  **pnamedian,
+               NUMA  **pnamode,
+               NUMA  **pnamodecount,
+               NUMA  **pnavar,
+               NUMA  **pnarootvar)
+{
+l_int32     i, j, k, w, h, val, wpls, sum, sumsq, target, max, modeval;
+l_int32     xstart, xend, ystart, yend, bw, bh;
+l_int32    *histo;
+l_uint32   *lines, *datas;
+l_float32   norm;
+l_float32  *famean, *fameansq, *favar, *farootvar;
+l_float32  *famedian, *famode, *famodecount;
+
+    PROCNAME("pixColumnStats");
+
+    if (pnamean) *pnamean = NULL;
+    if (pnamedian) *pnamedian = NULL;
+    if (pnamode) *pnamode = NULL;
+    if (pnamodecount) *pnamodecount = NULL;
+    if (pnavar) *pnavar = NULL;
+    if (pnarootvar) *pnarootvar = NULL;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs undefined or not 8 bpp", procName, 1);
+    famean = fameansq = favar = farootvar = NULL;
+    famedian = famode = famodecount = NULL;
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (boxClipToRectangleParams(box, w, h, &xstart, &ystart, &xend, ¥d,
+                                 &bw, &bh) == 1)
+        return ERROR_INT("invalid clipping box", procName, 1);
+
+        /* We need the mean for variance and root variance */
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if (pnamean || pnavar || pnarootvar) {
+        norm = 1. / (l_float32)bh;
+        famean = (l_float32 *)LEPT_CALLOC(bw, sizeof(l_float32));
+        fameansq = (l_float32 *)LEPT_CALLOC(bw, sizeof(l_float32));
+        if (pnavar || pnarootvar) {
+            favar = (l_float32 *)LEPT_CALLOC(bw, sizeof(l_float32));
+            if (pnarootvar)
+                farootvar = (l_float32 *)LEPT_CALLOC(bw, sizeof(l_float32));
+        }
+        for (j = xstart; j < xend; j++) {
+            sum = sumsq = 0;
+            for (i = ystart, lines = datas; i < yend; lines += wpls, i++) {
+                val = GET_DATA_BYTE(lines, j);
+                sum += val;
+                sumsq += val * val;
+            }
+            famean[j] = norm * sum;
+            fameansq[j] = norm * sumsq;
+            if (pnavar || pnarootvar) {
+                favar[j] = fameansq[j] - famean[j] * famean[j];
+                if (pnarootvar)
+                    farootvar[j] = sqrtf(favar[j]);
+            }
+        }
+        LEPT_FREE(fameansq);
+        if (pnamean)
+            *pnamean = numaCreateFromFArray(famean, bw, L_INSERT);
+        else
+            LEPT_FREE(famean);
+        if (pnavar)
+            *pnavar = numaCreateFromFArray(favar, bw, L_INSERT);
+        else
+            LEPT_FREE(favar);
+        if (pnarootvar)
+            *pnarootvar = numaCreateFromFArray(farootvar, bw, L_INSERT);
+    }
+
+        /* We need a histogram to find the median and/or mode values */
+    if (pnamedian || pnamode || pnamodecount) {
+        histo = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+        if (pnamedian) {
+            *pnamedian = numaMakeConstant(0, bw);
+            famedian = numaGetFArray(*pnamedian, L_NOCOPY);
+        }
+        if (pnamode) {
+            *pnamode = numaMakeConstant(0, bw);
+            famode = numaGetFArray(*pnamode, L_NOCOPY);
+        }
+        if (pnamodecount) {
+            *pnamodecount = numaMakeConstant(0, bw);
+            famodecount = numaGetFArray(*pnamodecount, L_NOCOPY);
+        }
+        for (j = xstart; j < xend; j++) {
+            memset(histo, 0, 1024);
+            for (i = ystart, lines = datas; i < yend; lines += wpls, i++) {
+                val = GET_DATA_BYTE(lines, j);
+                histo[val]++;
+            }
+
+            if (pnamedian) {
+                sum = 0;
+                target = (bh + 1) / 2;
+                for (k = 0; k < 256; k++) {
+                    sum += histo[k];
+                    if (sum >= target) {
+                        famedian[j] = k;
+                        break;
+                    }
+                }
+            }
+
+            if (pnamode || pnamodecount) {
+                max = 0;
+                modeval = 0;
+                for (k = 0; k < 256; k++) {
+                    if (histo[k] > max) {
+                        max = histo[k];
+                        modeval = k;
+                    }
+                }
+                if (pnamode)
+                    famode[j] = modeval;
+                if (pnamodecount)
+                    famodecount[j] = max;
+            }
+        }
+        LEPT_FREE(histo);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRangeValues()
+ *
+ * \param[in]    pixs     8 bpp grayscale, 32 bpp rgb, or colormapped
+ * \param[in]    factor   subsampling factor; >= 1; ignored if colormapped
+ * \param[in]    color    L_SELECT_RED, L_SELECT_GREEN or L_SELECT_BLUE
+ * \param[out]   pminval  [optional] minimum value of component
+ * \param[out]   pmaxval  [optional] maximum value of component
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs is 8 bpp grayscale, the color selection type is ignored.
+ * 

+ */
+l_ok
+pixGetRangeValues(PIX      *pixs,
+                  l_int32   factor,
+                  l_int32   color,
+                  l_int32  *pminval,
+                  l_int32  *pmaxval)
+{
+l_int32   d;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixGetRangeValues");
+
+    if (pminval) *pminval = 0;
+    if (pmaxval) *pmaxval = 0;
+    if (!pminval && !pmaxval)
+        return ERROR_INT("no result requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    cmap = pixGetColormap(pixs);
+    if (cmap)
+        return pixcmapGetRangeValues(cmap, color, pminval, pmaxval,
+                                     NULL, NULL);
+
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 32)
+        return ERROR_INT("pixs not 8 or 32 bpp", procName, 1);
+
+    if (d == 8) {
+        pixGetExtremeValue(pixs, factor, L_SELECT_MIN,
+                           NULL, NULL, NULL, pminval);
+        pixGetExtremeValue(pixs, factor, L_SELECT_MAX,
+                           NULL, NULL, NULL, pmaxval);
+    } else if (color == L_SELECT_RED) {
+        pixGetExtremeValue(pixs, factor, L_SELECT_MIN,
+                           pminval, NULL, NULL, NULL);
+        pixGetExtremeValue(pixs, factor, L_SELECT_MAX,
+                           pmaxval, NULL, NULL, NULL);
+    } else if (color == L_SELECT_GREEN) {
+        pixGetExtremeValue(pixs, factor, L_SELECT_MIN,
+                           NULL, pminval, NULL, NULL);
+        pixGetExtremeValue(pixs, factor, L_SELECT_MAX,
+                           NULL, pmaxval, NULL, NULL);
+    } else if (color == L_SELECT_BLUE) {
+        pixGetExtremeValue(pixs, factor, L_SELECT_MIN,
+                           NULL, NULL, pminval, NULL);
+        pixGetExtremeValue(pixs, factor, L_SELECT_MAX,
+                           NULL, NULL, pmaxval, NULL);
+    } else {
+        return ERROR_INT("invalid color", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetExtremeValue()
+ *
+ * \param[in]    pixs      8 bpp grayscale, 32 bpp rgb, or colormapped
+ * \param[in]    factor    subsampling factor; >= 1; ignored if colormapped
+ * \param[in]    type      L_SELECT_MIN or L_SELECT_MAX
+ * \param[out]   prval     [optional] red component
+ * \param[out]   pgval     [optional] green component
+ * \param[out]   pbval     [optional] blue component
+ * \param[out]   pgrayval  [optional] min or max gray value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs is grayscale, the result is returned in &grayval.
+ *          Otherwise, if there is a colormap or d == 32,
+ *          each requested color component is returned.  At least
+ *          one color component (address) must be input.
+ * 

+ */
+l_ok
+pixGetExtremeValue(PIX      *pixs,
+                   l_int32   factor,
+                   l_int32   type,
+                   l_int32  *prval,
+                   l_int32  *pgval,
+                   l_int32  *pbval,
+                   l_int32  *pgrayval)
+{
+l_int32    i, j, w, h, d, wpl;
+l_int32    val, extval, rval, gval, bval, extrval, extgval, extbval;
+l_uint32   pixel;
+l_uint32  *data, *line;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixGetExtremeValue");
+
+    if (prval) *prval = -1;
+    if (pgval) *pgval = -1;
+    if (pbval) *pbval = -1;
+    if (pgrayval) *pgrayval = -1;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (type != L_SELECT_MIN && type != L_SELECT_MAX)
+        return ERROR_INT("invalid type", procName, 1);
+
+    cmap = pixGetColormap(pixs);
+    if (cmap) {
+        if (type == L_SELECT_MIN) {
+            if (prval) pixcmapGetRangeValues(cmap, L_SELECT_RED, prval, NULL,
+                                             NULL, NULL);
+            if (pgval) pixcmapGetRangeValues(cmap, L_SELECT_GREEN, pgval, NULL,
+                                             NULL, NULL);
+            if (pbval) pixcmapGetRangeValues(cmap, L_SELECT_BLUE, pbval, NULL,
+                                             NULL, NULL);
+        } else {  /* type == L_SELECT_MAX */
+            if (prval) pixcmapGetRangeValues(cmap, L_SELECT_RED, NULL, prval,
+                                             NULL, NULL);
+            if (pgval) pixcmapGetRangeValues(cmap, L_SELECT_GREEN, NULL, pgval,
+                                             NULL, NULL);
+            if (pbval) pixcmapGetRangeValues(cmap, L_SELECT_BLUE, NULL, pbval,
+                                             NULL, NULL);
+        }
+        return 0;
+    }
+
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    if (d != 8 && d != 32)
+        return ERROR_INT("pixs not 8 or 32 bpp", procName, 1);
+    if (d == 8 && !pgrayval)
+        return ERROR_INT("can't return result in grayval", procName, 1);
+    if (d == 32 && !prval && !pgval && !pbval)
+        return ERROR_INT("can't return result in r/g/b-val", procName, 1);
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    if (d == 8) {
+        if (type == L_SELECT_MIN)
+            extval = 100000;
+        else  /* get max */
+            extval = -1;
+
+        for (i = 0; i < h; i += factor) {
+            line = data + i * wpl;
+            for (j = 0; j < w; j += factor) {
+                val = GET_DATA_BYTE(line, j);
+                if ((type == L_SELECT_MIN && val < extval) ||
+                    (type == L_SELECT_MAX && val > extval))
+                    extval = val;
+            }
+        }
+        *pgrayval = extval;
+        return 0;
+    }
+
+        /* 32 bpp rgb */
+    if (type == L_SELECT_MIN) {
+        extrval = 100000;
+        extgval = 100000;
+        extbval = 100000;
+    } else {
+        extrval = -1;
+        extgval = -1;
+        extbval = -1;
+    }
+    for (i = 0; i < h; i += factor) {
+        line = data + i * wpl;
+        for (j = 0; j < w; j += factor) {
+            pixel = line[j];
+            if (prval) {
+                rval = (pixel >> L_RED_SHIFT) & 0xff;
+                if ((type == L_SELECT_MIN && rval < extrval) ||
+                    (type == L_SELECT_MAX && rval > extrval))
+                    extrval = rval;
+            }
+            if (pgval) {
+                gval = (pixel >> L_GREEN_SHIFT) & 0xff;
+                if ((type == L_SELECT_MIN && gval < extgval) ||
+                    (type == L_SELECT_MAX && gval > extgval))
+                    extgval = gval;
+            }
+            if (pbval) {
+                bval = (pixel >> L_BLUE_SHIFT) & 0xff;
+                if ((type == L_SELECT_MIN && bval < extbval) ||
+                    (type == L_SELECT_MAX && bval > extbval))
+                    extbval = bval;
+            }
+        }
+    }
+    if (prval) *prval = extrval;
+    if (pgval) *pgval = extgval;
+    if (pbval) *pbval = extbval;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetMaxValueInRect()
+ *
+ * \param[in]    pixs     8, 16 or 32 bpp grayscale; no color space components
+ * \param[in]    box      [optional] region; set box = NULL to use entire pixs
+ * \param[out]   pmaxval  [optional] max value in region
+ * \param[out]   pxmax    [optional] x location of max value
+ * \param[out]   pymax    [optional] y location of max value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This can be used to find the maximum and its location
+ *          in a 2-dimensional histogram, where the x and y directions
+ *          represent two color components (e.g., saturation and hue).
+ *      (2) Note that here a 32 bpp pixs has pixel values that are simply
+ *          numbers.  They are not 8 bpp components in a colorspace.
+ * 

+ */
+l_ok
+pixGetMaxValueInRect(PIX       *pixs,
+                     BOX       *box,
+                     l_uint32  *pmaxval,
+                     l_int32   *pxmax,
+                     l_int32   *pymax)
+{
+l_int32    i, j, w, h, d, wpl, bw, bh;
+l_int32    xstart, ystart, xend, yend, xmax, ymax;
+l_uint32   val, maxval;
+l_uint32  *data, *line;
+
+    PROCNAME("pixGetMaxValueInRect");
+
+    if (pmaxval) *pmaxval = 0;
+    if (pxmax) *pxmax = 0;
+    if (pymax) *pymax = 0;
+    if (!pmaxval && !pxmax && !pymax)
+        return ERROR_INT("no data requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetColormap(pixs) != NULL)
+        return ERROR_INT("pixs has colormap", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && d != 16 && d != 32)
+        return ERROR_INT("pixs not 8, 16 or 32 bpp", procName, 1);
+
+    xstart = ystart = 0;
+    xend = w - 1;
+    yend = h - 1;
+    if (box) {
+        boxGetGeometry(box, &xstart, &ystart, &bw, &bh);
+        xend = xstart + bw - 1;
+        yend = ystart + bh - 1;
+    }
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    maxval = 0;
+    xmax = ymax = 0;
+    for (i = ystart; i <= yend; i++) {
+        line = data + i * wpl;
+        for (j = xstart; j <= xend; j++) {
+            if (d == 8)
+                val = GET_DATA_BYTE(line, j);
+            else if (d == 16)
+                val = GET_DATA_TWO_BYTES(line, j);
+            else  /* d == 32 */
+                val = line[j];
+            if (val > maxval) {
+                maxval = val;
+                xmax = j;
+                ymax = i;
+            }
+        }
+    }
+    if (maxval == 0) {  /* no counts; pick the center of the rectangle */
+        xmax = (xstart + xend) / 2;
+        ymax = (ystart + yend) / 2;
+    }
+
+    if (pmaxval) *pmaxval = maxval;
+    if (pxmax) *pxmax = xmax;
+    if (pymax) *pymax = ymax;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetBinnedComponentRange()
+ *
+ * \param[in]    pixs      32 bpp rgb
+ * \param[in]    nbins     number of equal population bins; must be > 1
+ * \param[in]    factor    subsampling factor; >= 1
+ * \param[in]    color     L_SELECT_RED, L_SELECT_GREEN or L_SELECT_BLUE
+ * \param[out]   pminval   [optional] minimum value of component
+ * \param[out]   pmaxval   [optional] maximum value of component
+ * \param[out]   pcarray   [optional] color array of bins
+ * \param[in]    fontsize  [optional] 0 for no debug; for debug, valid set
+ *                         is {4,6,8,10,12,14,16,18,20}.
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns the min and max average values of the
+ *          selected color component in the set of rank bins,
+ *          where the ranking is done using the specified component.
+ * 

+ */
+l_ok
+pixGetBinnedComponentRange(PIX        *pixs,
+                           l_int32     nbins,
+                           l_int32     factor,
+                           l_int32     color,
+                           l_int32    *pminval,
+                           l_int32    *pmaxval,
+                           l_uint32  **pcarray,
+                           l_int32     fontsize)
+{
+l_int32    i, minval, maxval, rval, gval, bval;
+l_uint32  *carray;
+PIX       *pixt;
+
+    PROCNAME("pixGetBinnedComponentRange");
+
+    if (pminval) *pminval = 0;
+    if (pmaxval) *pmaxval = 0;
+    if (pcarray) *pcarray = NULL;
+    if (!pminval && !pmaxval)
+        return ERROR_INT("no result requested", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not defined or not 32 bpp", procName, 1);
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    if (color != L_SELECT_RED && color != L_SELECT_GREEN &&
+        color != L_SELECT_BLUE)
+        return ERROR_INT("invalid color", procName, 1);
+    if (fontsize < 0 || fontsize > 20 || fontsize & 1 || fontsize == 2)
+        return ERROR_INT("invalid fontsize", procName, 1);
+
+    pixGetRankColorArray(pixs, nbins, color, factor, &carray, 0, 0);
+    if (fontsize > 0) {
+        for (i = 0; i < nbins; i++)
+            L_INFO("c[%d] = %x\n", procName, i, carray[i]);
+        pixt = pixDisplayColorArray(carray, nbins, 200, 5, fontsize);
+        pixDisplay(pixt, 100, 100);
+        pixDestroy(&pixt);
+    }
+
+    extractRGBValues(carray[0], &rval, &gval, &bval);
+    minval = rval;
+    if (color == L_SELECT_GREEN)
+        minval = gval;
+    else if (color == L_SELECT_BLUE)
+        minval = bval;
+    extractRGBValues(carray[nbins - 1], &rval, &gval, &bval);
+    maxval = rval;
+    if (color == L_SELECT_GREEN)
+        maxval = gval;
+    else if (color == L_SELECT_BLUE)
+        maxval = bval;
+
+    if (pminval) *pminval = minval;
+    if (pmaxval) *pmaxval = maxval;
+    if (pcarray)
+        *pcarray = carray;
+    else
+        LEPT_FREE(carray);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRankColorArray()
+ *
+ * \param[in]    pixs       32 bpp or cmapped
+ * \param[in]    nbins      number of equal population bins; must be > 1
+ * \param[in]    type       color selection flag
+ * \param[in]    factor     subsampling factor; integer >= 1
+ * \param[out]   pcarray    array of colors, ranked by intensity
+ * \param[in]    debugflag  1 to display color squares and plots of color
+ *                          components; 2 to write them as png to file
+ * \param[in]    fontsize   [optional] 0 for no debug; for debug, valid set
+ *                          is {4,6,8,10,12,14,16,18,20}.  Ignored if
+ *                          debugflag == 0.  fontsize == 6 is typical.
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The color selection flag is one of: L_SELECT_RED, L_SELECT_GREEN,
+ *          L_SELECT_BLUE, L_SELECT_MIN, L_SELECT_MAX, L_SELECT_AVERAGE,
+ *          L_SELECT_HUE, L_SELECT_SATURATION.
+ *      (2) Then it finds the histogram of the selected color type in each
+ *          RGB pixel.  For each of the %nbins sets of pixels,
+ *          ordered by this color type value, find the average RGB color,
+ *          and return this as a "rank color" array.  The output array
+ *          has %nbins colors.
+ *      (3) Set the subsampling factor > 1 to reduce the amount of
+ *          computation.  Typically you want at least 10,000 pixels
+ *          for reasonable statistics.
+ *      (4) The rank color as a function of rank can then be found from
+ *             rankint = (l_int32)(rank * (nbins - 1) + 0.5);
+ *             extractRGBValues(array[rankint], &rval, &gval, &bval);
+ *          where the rank is in [0.0 ... 1.0].
+ *          This function is meant to be simple and approximate.
+ *      (5) Compare this with pixGetBinnedColor(), which generates equal
+ *          width intensity bins and finds the average color in each bin.
+ * 

+ */
+l_ok
+pixGetRankColorArray(PIX        *pixs,
+                     l_int32     nbins,
+                     l_int32     type,
+                     l_int32     factor,
+                     l_uint32  **pcarray,
+                     l_int32     debugflag,
+                     l_int32     fontsize)
+{
+l_int32    ret;
+l_uint32  *array;
+NUMA      *na, *nan, *narbin;
+PIX       *pixt, *pixc, *pixg, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixGetRankColorArray");
+
+    if (!pcarray)
+        return ERROR_INT("&carray not defined", procName, 1);
+    *pcarray = NULL;
+    if (factor < 1)
+        return ERROR_INT("sampling factor must be >= 1", procName, 1);
+    if (nbins < 2)
+        return ERROR_INT("nbins must be at least 2", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    cmap = pixGetColormap(pixs);
+    if (pixGetDepth(pixs) != 32 && !cmap)
+        return ERROR_INT("pixs neither 32 bpp nor cmapped", procName, 1);
+    if (type != L_SELECT_RED && type != L_SELECT_GREEN &&
+        type != L_SELECT_BLUE && type != L_SELECT_MIN &&
+        type != L_SELECT_MAX && type != L_SELECT_AVERAGE &&
+        type != L_SELECT_HUE && type != L_SELECT_SATURATION)
+        return ERROR_INT("invalid type", procName, 1);
+    if (debugflag > 0) {
+        if (fontsize < 0 || fontsize > 20 || fontsize & 1 || fontsize == 2)
+            return ERROR_INT("invalid fontsize", procName, 1);
+    }
+
+        /* Downscale by factor and remove colormap if it exists */
+    pixt = pixScaleByIntSampling(pixs, factor);
+    if (cmap)
+        pixc = pixRemoveColormap(pixt, REMOVE_CMAP_TO_FULL_COLOR);
+    else
+        pixc = pixClone(pixt);
+    pixDestroy(&pixt);
+
+        /* Get normalized histogram of the selected component */
+    if (type == L_SELECT_RED)
+        pixg = pixGetRGBComponent(pixc, COLOR_RED);
+    else if (type == L_SELECT_GREEN)
+        pixg = pixGetRGBComponent(pixc, COLOR_GREEN);
+    else if (type == L_SELECT_BLUE)
+        pixg = pixGetRGBComponent(pixc, COLOR_BLUE);
+    else if (type == L_SELECT_MIN)
+        pixg = pixConvertRGBToGrayMinMax(pixc, L_CHOOSE_MIN);
+    else if (type == L_SELECT_MAX)
+        pixg = pixConvertRGBToGrayMinMax(pixc, L_CHOOSE_MAX);
+    else if (type == L_SELECT_AVERAGE)
+        pixg = pixConvertRGBToGray(pixc, 0.34, 0.33, 0.33);
+    else if (type == L_SELECT_HUE)
+        pixg = pixConvertRGBToHue(pixc);
+    else  /* L_SELECT_SATURATION */
+        pixg = pixConvertRGBToSaturation(pixc);
+    if ((na = pixGetGrayHistogram(pixg, 1)) == NULL) {
+        pixDestroy(&pixc);
+        pixDestroy(&pixg);
+        return ERROR_INT("na not made", procName, 1);
+    }
+    nan = numaNormalizeHistogram(na, 1.0);
+
+        /* Get the following arrays:
+         * (1) nar: cumulative normalized histogram (rank vs intensity value).
+         *     With 256 intensity values, we have 257 rank values.
+         * (2) nai: "average" intensity as function of rank bin, for
+         *     %nbins equally spaced in rank between 0.0 and 1.0.
+         * (3) narbin: bin number of discretized rank as a function of
+         *     intensity.  This is the 'inverse' of nai.
+         * (4) nabb: intensity value of the right bin boundary, for each
+         *     of the %nbins discretized rank bins. */
+    if (!debugflag) {
+        numaDiscretizeRankAndIntensity(nan, nbins, &narbin, NULL, NULL, NULL);
+    } else {
+        NUMA  *nai, *nar, *nabb;
+        numaDiscretizeRankAndIntensity(nan, nbins, &narbin, &nai, &nar, &nabb);
+        lept_mkdir("lept/regout");
+        gplotSimple1(nan, GPLOT_PNG, "/tmp/lept/regout/rtnan",
+                     "Normalized Histogram");
+        gplotSimple1(nar, GPLOT_PNG, "/tmp/lept/regout/rtnar",
+                     "Cumulative Histogram");
+        gplotSimple1(nai, GPLOT_PNG, "/tmp/lept/regout/rtnai",
+                     "Intensity vs. rank bin");
+        gplotSimple1(narbin, GPLOT_PNG, "/tmp/lept/regout/rtnarbin",
+                     "LUT: rank bin vs. Intensity");
+        gplotSimple1(nabb, GPLOT_PNG, "/tmp/lept/regout/rtnabb",
+                     "Intensity of right edge vs. rank bin");
+        numaDestroy(&nai);
+        numaDestroy(&nar);
+        numaDestroy(&nabb);
+    }
+
+        /* Get the average color in each bin for pixels whose grayscale
+         * values fall in the bin range.  %narbin is the LUT that
+         * determines the bin number from the grayscale version of
+         * the image.  Because this mapping may not be unique,
+         * some bins may not be represented in the LUT. In use, to get fair
+         * allocation into all the bins, bin population is monitored
+         * as pixels are accumulated, and when bins fill up,
+         * pixels are required to overflow into succeeding bins. */
+    pixGetBinnedColor(pixc, pixg, 1, nbins, narbin, pcarray, debugflag);
+    ret = 0;
+    if ((array = *pcarray) == NULL) {
+        L_ERROR("color array not returned\n", procName);
+        ret = 1;
+        debugflag = 0;  /* make sure to skip the following */
+    }
+    if (debugflag) {
+        pixd = pixDisplayColorArray(array, nbins, 200, 5, fontsize);
+        if (debugflag == 1)
+            pixDisplayWithTitle(pixd, 0, 500, "binned colors", 1);
+        else  /* debugflag == 2 */
+            pixWriteDebug("/tmp/lept/regout/rankhisto.png", pixd, IFF_PNG);
+        pixDestroy(&pixd);
+    }
+
+    pixDestroy(&pixc);
+    pixDestroy(&pixg);
+    numaDestroy(&na);
+    numaDestroy(&nan);
+    numaDestroy(&narbin);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixGetBinnedColor()
+ *
+ * \param[in]    pixs       32 bpp
+ * \param[in]    pixg       8 bpp grayscale version of pixs
+ * \param[in]    factor     sampling factor along pixel counting direction
+ * \param[in]    nbins      number of intensity bins
+ * \param[in]    nalut      LUT for mapping from intensity to bin number
+ * \param[out]   pcarray    array of average color values in each bin
+ * \param[in]    debugflag  1 to display output debug plots of color
+ *                          components; 2 to write them as png to file
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This takes a color image, a grayscale (intensity) version,
+ *          a LUT from intensity to bin number, and the number of bins.
+ *          It computes the average color for pixels whose intensity
+ *          is in each bin.  This is returned as an array of l_uint32
+ *          colors in our standard RGBA ordering.
+ *      (2) This function generates equal width intensity bins and
+ *          finds the average color in each bin.  Compare this with
+ *          pixGetRankColorArray(), which rank orders the pixels
+ *          by the value of the selected component in each pixel,
+ *          sets up bins with equal population (not intensity width!),
+ *          and gets the average color in each bin.
+ * 

+ */
+l_ok
+pixGetBinnedColor(PIX        *pixs,
+                  PIX        *pixg,
+                  l_int32     factor,
+                  l_int32     nbins,
+                  NUMA       *nalut,
+                  l_uint32  **pcarray,
+                  l_int32     debugflag)
+{
+l_int32     i, j, w, h, wpls, wplg, grayval, bin, rval, gval, bval, success;
+l_int32     npts, avepts, maxpts;
+l_uint32   *datas, *datag, *lines, *lineg, *carray;
+l_float64   norm;
+l_float64  *rarray, *garray, *barray, *narray;
+
+    PROCNAME("pixGetBinnedColor");
+
+    if (!pcarray)
+        return ERROR_INT("&carray not defined", procName, 1);
+    *pcarray = NULL;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixg)
+        return ERROR_INT("pixg not defined", procName, 1);
+    if (!nalut)
+        return ERROR_INT("nalut not defined", procName, 1);
+    if (factor < 1) {
+        L_WARNING("sampling factor less than 1; setting to 1\n", procName);
+        factor = 1;
+    }
+
+        /* Find the color for each rank bin.  Note that we can have
+         * multiple bins filled with pixels having the same gray value.
+         * Therefore, because in general the mapping from gray value
+         * to bin number is not unique, if a bin fills up (actually,
+         * we allow it to slightly overfill), we roll the excess
+         * over to the next bin, etc. */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    npts = (w + factor - 1) * (h + factor - 1) / (factor * factor);
+    avepts = (npts + nbins - 1) / nbins;  /* average number of pts in a bin */
+    maxpts = (l_int32)((1.0 + 0.5 / (l_float32)nbins) * avepts);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datag = pixGetData(pixg);
+    wplg = pixGetWpl(pixg);
+    rarray = (l_float64 *)LEPT_CALLOC(nbins, sizeof(l_float64));
+    garray = (l_float64 *)LEPT_CALLOC(nbins, sizeof(l_float64));
+    barray = (l_float64 *)LEPT_CALLOC(nbins, sizeof(l_float64));
+    narray = (l_float64 *)LEPT_CALLOC(nbins, sizeof(l_float64));
+    for (i = 0; i < h; i += factor) {
+        lines = datas + i * wpls;
+        lineg = datag + i * wplg;
+        for (j = 0; j < w; j += factor) {
+            grayval = GET_DATA_BYTE(lineg, j);
+            numaGetIValue(nalut, grayval, &bin);
+            extractRGBValues(lines[j], &rval, &gval, &bval);
+            while (narray[bin] >= maxpts && bin < nbins - 1)
+                bin++;
+            rarray[bin] += rval;
+            garray[bin] += gval;
+            barray[bin] += bval;
+            narray[bin] += 1.0;  /* count samples in each bin */
+        }
+    }
+
+    for (i = 0; i < nbins; i++) {
+        norm = 1. / narray[i];
+        rarray[i] *= norm;
+        garray[i] *= norm;
+        barray[i] *= norm;
+/*        fprintf(stderr, "narray[%d] = %f\n", i, narray[i]);  */
+    }
+
+    if (debugflag) {
+        NUMA *nared, *nagreen, *nablue;
+        nared = numaCreate(nbins);
+        nagreen = numaCreate(nbins);
+        nablue = numaCreate(nbins);
+        for (i = 0; i < nbins; i++) {
+            numaAddNumber(nared, rarray[i]);
+            numaAddNumber(nagreen, garray[i]);
+            numaAddNumber(nablue, barray[i]);
+        }
+        lept_mkdir("lept/regout");
+        gplotSimple1(nared, GPLOT_PNG, "/tmp/lept/regout/rtnared",
+                     "Average red val vs. rank bin");
+        gplotSimple1(nagreen, GPLOT_PNG, "/tmp/lept/regout/rtnagreen",
+                     "Average green val vs. rank bin");
+        gplotSimple1(nablue, GPLOT_PNG, "/tmp/lept/regout/rtnablue",
+                     "Average blue val vs. rank bin");
+        numaDestroy(&nared);
+        numaDestroy(&nagreen);
+        numaDestroy(&nablue);
+    }
+
+        /* Save colors for all bins  in a single array */
+    success = TRUE;
+    if ((carray = (l_uint32 *)LEPT_CALLOC(nbins, sizeof(l_uint32))) == NULL) {
+        success = FALSE;
+        L_ERROR("carray not made\n", procName);
+        goto cleanup_arrays;
+    }
+    *pcarray = carray;
+    for (i = 0; i < nbins; i++) {
+        rval = (l_int32)(rarray[i] + 0.5);
+        gval = (l_int32)(garray[i] + 0.5);
+        bval = (l_int32)(barray[i] + 0.5);
+        composeRGBPixel(rval, gval, bval, carray + i);
+    }
+
+cleanup_arrays:
+    LEPT_FREE(rarray);
+    LEPT_FREE(garray);
+    LEPT_FREE(barray);
+    LEPT_FREE(narray);
+    return (success) ? 0 : 1;
+}
+
+
+/*!
+ * \brief   pixDisplayColorArray()
+ *
+ * \param[in]   carray    array of colors: 0xrrggbb00
+ * \param[in]   ncolors   size of array
+ * \param[in]   side      size of each color square; suggest 200
+ * \param[in]   ncols     number of columns in output color matrix
+ * \param[in]   fontsize  to label each square with text.  Valid set is
+ *                        {4,6,8,10,12,14,16,18,20}.  Use 0 to disable.
+ * \return  pixd color array, or NULL on error
+ */
+PIX *
+pixDisplayColorArray(l_uint32  *carray,
+                     l_int32    ncolors,
+                     l_int32    side,
+                     l_int32    ncols,
+                     l_int32    fontsize)
+{
+char     textstr[256];
+l_int32  i, rval, gval, bval;
+L_BMF   *bmf;
+PIX     *pixt, *pixd;
+PIXA    *pixa;
+
+    PROCNAME("pixDisplayColorArray");
+
+    if (!carray)
+        return (PIX *)ERROR_PTR("carray not defined", procName, NULL);
+    if (fontsize < 0 || fontsize > 20 || fontsize & 1 || fontsize == 2)
+        return (PIX *)ERROR_PTR("invalid fontsize", procName, NULL);
+
+    bmf = (fontsize == 0) ? NULL : bmfCreate(NULL, fontsize);
+    pixa = pixaCreate(ncolors);
+    for (i = 0; i < ncolors; i++) {
+        pixt = pixCreate(side, side, 32);
+        pixSetAllArbitrary(pixt, carray[i]);
+        if (bmf) {
+            extractRGBValues(carray[i], &rval, &gval, &bval);
+            snprintf(textstr, sizeof(textstr),
+                     "%d: (%d %d %d)", i, rval, gval, bval);
+            pixSaveTiledWithText(pixt, pixa, side, (i % ncols == 0) ? 1 : 0,
+                                 20, 2, bmf, textstr, 0xff000000, L_ADD_BELOW);
+        } else {
+            pixSaveTiled(pixt, pixa, 1.0, (i % ncols == 0) ? 1 : 0, 20, 32);
+        }
+        pixDestroy(&pixt);
+    }
+    pixd = pixaDisplay(pixa, 0, 0);
+
+    pixaDestroy(&pixa);
+    bmfDestroy(&bmf);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRankBinByStrip()
+ *
+ * \param[in]   pixs       32 bpp or cmapped
+ * \param[in]   direction  L_SCAN_HORIZONTAL or L_SCAN_VERTICAL
+ * \param[in]   size       of strips in scan direction
+ * \param[in]   nbins      number of equal population bins; must be > 1
+ * \param[in]   type       color selection flag
+ * \return  pixd result, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a pix where each column represents a strip of
+ *          the input image.  If %direction == L_SCAN_HORIZONTAL, the
+ *          input impage is tiled into vertical strips of width %size,
+ *          where %size is a compromise between getting better spatial
+ *          columnwise resolution (small %size) and getting better
+ *          columnwise statistical information (larger %size).  Likewise
+ *          with rows of the image if %direction == L_SCAN_VERTICAL.
+ *      (2) For L_HORIZONTAL_SCAN, the output pix contains rank binned
+ *          median colors in each column that correspond to a vertical
+ *          strip of width %size in the input image.
+ *      (3) The color selection flag is one of: L_SELECT_RED, L_SELECT_GREEN,
+ *          L_SELECT_BLUE, L_SELECT_MIN, L_SELECT_MAX, L_SELECT_AVERAGE.
+ *          It determines how the rank ordering is done.
+ *      (4) Typical input values might be %size = 5, %nbins = 10.
+ * 

+ */
+PIX *
+pixRankBinByStrip(PIX     *pixs,
+                  l_int32  direction,
+                  l_int32  size,
+                  l_int32  nbins,
+                  l_int32  type)
+{
+l_int32    i, j, w, h, nstrips;
+l_uint32  *array;
+BOXA      *boxa;
+PIX       *pix1, *pix2, *pixd;
+PIXA      *pixa;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixRankBinByStrip");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    cmap = pixGetColormap(pixs);
+    if (pixGetDepth(pixs) != 32 && !cmap)
+        return (PIX *)ERROR_PTR("pixs neither 32 bpp nor cmapped",
+                                procName, NULL);
+    if (direction != L_SCAN_HORIZONTAL && direction != L_SCAN_VERTICAL)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    if (size < 1)
+        return (PIX *)ERROR_PTR("size < 1", procName, NULL);
+    if (nbins < 2)
+        return (PIX *)ERROR_PTR("nbins must be at least 2", procName, NULL);
+    if (type != L_SELECT_RED && type != L_SELECT_GREEN &&
+        type != L_SELECT_BLUE && type != L_SELECT_MIN &&
+        type != L_SELECT_MAX && type != L_SELECT_AVERAGE)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+
+        /* Downscale by factor and remove colormap if it exists */
+    if (cmap)
+        pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR);
+    else
+        pix1 = pixClone(pixs);
+    pixGetDimensions(pixs, &w, &h, NULL);
+
+    pixd = NULL;
+    boxa = makeMosaicStrips(w, h, direction, size);
+    pixa = pixClipRectangles(pix1, boxa);
+    nstrips = pixaGetCount(pixa);
+    if (direction == L_SCAN_HORIZONTAL) {
+        pixd = pixCreate(nstrips, nbins, 32);
+        for (i = 0; i < nstrips; i++) {
+            pix2 = pixaGetPix(pixa, i, L_CLONE);
+            pixGetRankColorArray(pix2, nbins, type, 1, &array, 0, 0);
+            for (j = 0; j < nbins; j++)
+                pixSetPixel(pixd, i, j, array[j]);
+            LEPT_FREE(array);
+            pixDestroy(&pix2);
+        }
+    } else {  /* L_SCAN_VERTICAL */
+        pixd = pixCreate(nbins, nstrips, 32);
+        for (i = 0; i < nstrips; i++) {
+            pix2 = pixaGetPix(pixa, i, L_CLONE);
+            pixGetRankColorArray(pix2, nbins, type, 1, &array, 0, 0);
+            for (j = 0; j < nbins; j++)
+                pixSetPixel(pixd, j, i, array[j]);
+            LEPT_FREE(array);
+            pixDestroy(&pix2);
+        }
+    }
+    pixDestroy(&pix1);
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixa);
+    return pixd;
+}
+
+
+
+/*-------------------------------------------------------------*
+ *                 Pixelwise aligned statistics                *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixaGetAlignedStats()
+ *
+ * \param[in]   pixa    of identically sized, 8 bpp pix; not cmapped
+ * \param[in]   type    L_MEAN_ABSVAL, L_MEDIAN_VAL, L_MODE_VAL, L_MODE_COUNT
+ * \param[in]   nbins   of histogram for median and mode; ignored for mean
+ * \param[in]   thresh  on histogram for mode val; ignored for all other types
+ * \return  pix with pixelwise aligned stats, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) Each pixel in the returned pix represents an average
+ *          (or median, or mode) over the corresponding pixels in each
+ *          pix in the pixa.
+ *      (2) The %thresh parameter works with L_MODE_VAL only, and
+ *          sets a minimum occupancy of the mode bin.
+ *          If the occupancy of the mode bin is less than %thresh, the
+ *          mode value is returned as 0.  To always return the actual
+ *          mode value, set %thresh = 0.  See pixGetRowStats().
+ * 

+ */
+PIX *
+pixaGetAlignedStats(PIXA     *pixa,
+                    l_int32   type,
+                    l_int32   nbins,
+                    l_int32   thresh)
+{
+l_int32     j, n, w, h, d;
+l_float32  *colvect;
+PIX        *pixt, *pixd;
+
+    PROCNAME("pixaGetAlignedStats");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (type != L_MEAN_ABSVAL && type != L_MEDIAN_VAL &&
+        type != L_MODE_VAL && type != L_MODE_COUNT)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    n = pixaGetCount(pixa);
+    if (n == 0)
+        return (PIX *)ERROR_PTR("no pix in pixa", procName, NULL);
+    pixaGetPixDimensions(pixa, 0, &w, &h, &d);
+    if (d != 8)
+        return (PIX *)ERROR_PTR("pix not 8 bpp", procName, NULL);
+
+    pixd = pixCreate(w, h, 8);
+    pixt = pixCreate(n, h, 8);
+    colvect = (l_float32 *)LEPT_CALLOC(h, sizeof(l_float32));
+    for (j = 0; j < w; j++) {
+        pixaExtractColumnFromEachPix(pixa, j, pixt);
+        pixGetRowStats(pixt, type, nbins, thresh, colvect);
+        pixSetPixelColumn(pixd, j, colvect);
+    }
+
+    LEPT_FREE(colvect);
+    pixDestroy(&pixt);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaExtractColumnFromEachPix()
+ *
+ * \param[in]   pixa   of identically sized, 8 bpp; not cmapped
+ * \param[in]   col    column index
+ * \param[in]   pixd   pix into which each column is inserted
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaExtractColumnFromEachPix(PIXA    *pixa,
+                             l_int32  col,
+                             PIX     *pixd)
+{
+l_int32    i, k, n, w, h, ht, val, wplt, wpld;
+l_uint32  *datad, *datat;
+PIX       *pixt;
+
+    PROCNAME("pixaExtractColumnFromEachPix");
+
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (!pixd || pixGetDepth(pixd) != 8)
+        return ERROR_INT("pixd not defined or not 8 bpp", procName, 1);
+    n = pixaGetCount(pixa);
+    pixGetDimensions(pixd, &w, &h, NULL);
+    if (n != w)
+        return ERROR_INT("pix width != n", procName, 1);
+    pixt = pixaGetPix(pixa, 0, L_CLONE);
+    wplt = pixGetWpl(pixt);
+    pixGetDimensions(pixt, NULL, &ht, NULL);
+    pixDestroy(&pixt);
+    if (h != ht)
+        return ERROR_INT("pixd height != column height", procName, 1);
+
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (k = 0; k < n; k++) {
+        pixt = pixaGetPix(pixa, k, L_CLONE);
+        datat = pixGetData(pixt);
+        for (i = 0; i < h; i++) {
+            val = GET_DATA_BYTE(datat, col);
+            SET_DATA_BYTE(datad + i * wpld, k, val);
+            datat += wplt;
+        }
+        pixDestroy(&pixt);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetRowStats()
+ *
+ * \param[in]   pixs     8 bpp; not cmapped
+ * \param[in]   type     L_MEAN_ABSVAL, L_MEDIAN_VAL, L_MODE_VAL, L_MODE_COUNT
+ * \param[in]   nbins    of histogram for median and mode; ignored for mean
+ * \param[in]   thresh   on histogram for mode; ignored for mean and median
+ * \param[in]   colvect  vector of results gathered across the rows of pixs
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes a column vector of statistics using each
+ *          row of a Pix.  The result is put in %colvect.
+ *      (2) The %thresh parameter works with L_MODE_VAL only, and
+ *          sets a minimum occupancy of the mode bin.
+ *          If the occupancy of the mode bin is less than %thresh, the
+ *          mode value is returned as 0.  To always return the actual
+ *          mode value, set %thresh = 0.
+ *      (3) What is the meaning of this %thresh parameter?
+ *          For each row, the total count in the histogram is w, the
+ *          image width.  So %thresh, relative to w, gives a measure
+ *          of the ratio of the bin width to the width of the distribution.
+ *          The larger %thresh, the narrower the distribution must be
+ *          for the mode value to be returned (instead of returning 0).
+ *      (4) If the Pix consists of a set of corresponding columns,
+ *          one for each Pix in a Pixa, the width of the Pix is the
+ *          number of Pix in the Pixa and the column vector can
+ *          be stored as a column in a Pix of the same size as
+ *          each Pix in the Pixa.
+ * 

+ */
+l_ok
+pixGetRowStats(PIX        *pixs,
+               l_int32     type,
+               l_int32     nbins,
+               l_int32     thresh,
+               l_float32  *colvect)
+{
+l_int32    i, j, k, w, h, val, wpls, sum, target, max, modeval;
+l_int32   *histo, *gray2bin, *bin2gray;
+l_uint32  *lines, *datas;
+
+    PROCNAME("pixGetRowStats");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!colvect)
+        return ERROR_INT("colvect not defined", procName, 1);
+    if (type != L_MEAN_ABSVAL && type != L_MEDIAN_VAL &&
+        type != L_MODE_VAL && type != L_MODE_COUNT)
+        return ERROR_INT("invalid type", procName, 1);
+    if (type != L_MEAN_ABSVAL && (nbins < 1 || nbins > 256))
+        return ERROR_INT("invalid nbins", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if (type == L_MEAN_ABSVAL) {
+        for (i = 0; i < h; i++) {
+            sum = 0;
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++)
+                sum += GET_DATA_BYTE(lines, j);
+            colvect[i] = (l_float32)sum / (l_float32)w;
+        }
+        return 0;
+    }
+
+        /* We need a histogram; binwidth ~ 256 / nbins */
+    histo = (l_int32 *)LEPT_CALLOC(nbins, sizeof(l_int32));
+    gray2bin = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    bin2gray = (l_int32 *)LEPT_CALLOC(nbins, sizeof(l_int32));
+    for (i = 0; i < 256; i++)  /* gray value --> histo bin */
+        gray2bin[i] = (i * nbins) / 256;
+    for (i = 0; i < nbins; i++)  /* histo bin --> gray value */
+        bin2gray[i] = (i * 256 + 128) / nbins;
+
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        for (k = 0; k < nbins; k++)
+            histo[k] = 0;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(lines, j);
+            histo[gray2bin[val]]++;
+        }
+
+        if (type == L_MEDIAN_VAL) {
+            sum = 0;
+            target = (w + 1) / 2;
+            for (k = 0; k < nbins; k++) {
+                sum += histo[k];
+                if (sum >= target) {
+                    colvect[i] = bin2gray[k];
+                    break;
+                }
+            }
+        } else if (type == L_MODE_VAL) {
+            max = 0;
+            modeval = 0;
+            for (k = 0; k < nbins; k++) {
+                if (histo[k] > max) {
+                    max = histo[k];
+                    modeval = k;
+                }
+            }
+            if (max < thresh)
+                colvect[i] = 0;
+            else
+                colvect[i] = bin2gray[modeval];
+        } else {  /* type == L_MODE_COUNT */
+            max = 0;
+            for (k = 0; k < nbins; k++) {
+                if (histo[k] > max)
+                    max = histo[k];
+            }
+            colvect[i] = max;
+        }
+    }
+
+    LEPT_FREE(histo);
+    LEPT_FREE(gray2bin);
+    LEPT_FREE(bin2gray);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetColumnStats()
+ *
+ * \param[in]   pixs     8 bpp; not cmapped
+ * \param[in]   type     L_MEAN_ABSVAL, L_MEDIAN_VAL, L_MODE_VAL, L_MODE_COUNT
+ * \param[in]   nbins    of histogram for median and mode; ignored for mean
+ * \param[in]   thresh   on histogram for mode val; ignored for all other types
+ * \param[in]   rowvect  vector of results gathered down the columns of pixs
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes a row vector of statistics using each
+ *          column of a Pix.  The result is put in %rowvect.
+ *      (2) The %thresh parameter works with L_MODE_VAL only, and
+ *          sets a minimum occupancy of the mode bin.
+ *          If the occupancy of the mode bin is less than %thresh, the
+ *          mode value is returned as 0.  To always return the actual
+ *          mode value, set %thresh = 0.
+ *      (3) What is the meaning of this %thresh parameter?
+ *          For each column, the total count in the histogram is h, the
+ *          image height.  So %thresh, relative to h, gives a measure
+ *          of the ratio of the bin width to the width of the distribution.
+ *          The larger %thresh, the narrower the distribution must be
+ *          for the mode value to be returned (instead of returning 0).
+ * 

+ */
+l_ok
+pixGetColumnStats(PIX        *pixs,
+                  l_int32     type,
+                  l_int32     nbins,
+                  l_int32     thresh,
+                  l_float32  *rowvect)
+{
+l_int32    i, j, k, w, h, val, wpls, sum, target, max, modeval;
+l_int32   *histo, *gray2bin, *bin2gray;
+l_uint32  *datas;
+
+    PROCNAME("pixGetColumnStats");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!rowvect)
+        return ERROR_INT("rowvect not defined", procName, 1);
+    if (type != L_MEAN_ABSVAL && type != L_MEDIAN_VAL &&
+        type != L_MODE_VAL && type != L_MODE_COUNT)
+        return ERROR_INT("invalid type", procName, 1);
+    if (type != L_MEAN_ABSVAL && (nbins < 1 || nbins > 256))
+        return ERROR_INT("invalid nbins", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if (type == L_MEAN_ABSVAL) {
+        for (j = 0; j < w; j++) {
+            sum = 0;
+            for (i = 0; i < h; i++)
+                sum += GET_DATA_BYTE(datas + i * wpls, j);
+            rowvect[j] = (l_float32)sum / (l_float32)h;
+        }
+        return 0;
+    }
+
+        /* We need a histogram; binwidth ~ 256 / nbins */
+    histo = (l_int32 *)LEPT_CALLOC(nbins, sizeof(l_int32));
+    gray2bin = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    bin2gray = (l_int32 *)LEPT_CALLOC(nbins, sizeof(l_int32));
+    for (i = 0; i < 256; i++)  /* gray value --> histo bin */
+        gray2bin[i] = (i * nbins) / 256;
+    for (i = 0; i < nbins; i++)  /* histo bin --> gray value */
+        bin2gray[i] = (i * 256 + 128) / nbins;
+
+    for (j = 0; j < w; j++) {
+        for (i = 0; i < h; i++) {
+            val = GET_DATA_BYTE(datas + i * wpls, j);
+            histo[gray2bin[val]]++;
+        }
+
+        if (type == L_MEDIAN_VAL) {
+            sum = 0;
+            target = (h + 1) / 2;
+            for (k = 0; k < nbins; k++) {
+                sum += histo[k];
+                if (sum >= target) {
+                    rowvect[j] = bin2gray[k];
+                    break;
+                }
+            }
+        } else if (type == L_MODE_VAL) {
+            max = 0;
+            modeval = 0;
+            for (k = 0; k < nbins; k++) {
+                if (histo[k] > max) {
+                    max = histo[k];
+                    modeval = k;
+                }
+            }
+            if (max < thresh)
+                rowvect[j] = 0;
+            else
+                rowvect[j] = bin2gray[modeval];
+        } else {  /* type == L_MODE_COUNT */
+            max = 0;
+            for (k = 0; k < nbins; k++) {
+                if (histo[k] > max)
+                    max = histo[k];
+            }
+            rowvect[j] = max;
+        }
+        for (k = 0; k < nbins; k++)
+            histo[k] = 0;
+    }
+
+    LEPT_FREE(histo);
+    LEPT_FREE(gray2bin);
+    LEPT_FREE(bin2gray);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetPixelColumn()
+ *
+ * \param[in]   pix      8 bpp; not cmapped
+ * \param[in]   col      column index
+ * \param[in]   colvect  vector of floats
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixSetPixelColumn(PIX        *pix,
+                  l_int32     col,
+                  l_float32  *colvect)
+{
+l_int32    i, w, h, wpl;
+l_uint32  *data;
+
+    PROCNAME("pixSetCPixelColumn");
+
+    if (!pix || pixGetDepth(pix) != 8)
+        return ERROR_INT("pix not defined or not 8 bpp", procName, 1);
+    if (!colvect)
+        return ERROR_INT("colvect not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (col < 0 || col > w)
+        return ERROR_INT("invalid col", procName, 1);
+
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    for (i = 0; i < h; i++)
+        SET_DATA_BYTE(data + i * wpl, col, (l_int32)colvect[i]);
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *              Foreground/background estimation               *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixThresholdForFgBg()
+ *
+ * \param[in]    pixs    any depth; cmapped ok
+ * \param[in]    factor  subsampling factor; integer >= 1
+ * \param[in]    thresh  threshold for generating foreground mask
+ * \param[out]   pfgval  [optional] average foreground value
+ * \param[out]   pbgval  [optional] average background value
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixThresholdForFgBg(PIX      *pixs,
+                    l_int32   factor,
+                    l_int32   thresh,
+                    l_int32  *pfgval,
+                    l_int32  *pbgval)
+{
+l_float32  fval;
+PIX       *pixg, *pixm;
+
+    PROCNAME("pixThresholdForFgBg");
+
+    if (pfgval) *pfgval = 0;
+    if (pbgval) *pbgval = 0;
+    if (!pfgval && !pbgval)
+        return ERROR_INT("no data requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+        /* Generate a subsampled 8 bpp version and a mask over the fg */
+    pixg = pixConvertTo8BySampling(pixs, factor, 0);
+    pixm = pixThresholdToBinary(pixg, thresh);
+
+    if (pfgval) {
+        pixGetAverageMasked(pixg, pixm, 0, 0, 1, L_MEAN_ABSVAL, &fval);
+        *pfgval = (l_int32)(fval + 0.5);
+    }
+
+    if (pbgval) {
+        pixInvert(pixm, pixm);
+        pixGetAverageMasked(pixg, pixm, 0, 0, 1, L_MEAN_ABSVAL, &fval);
+        *pbgval = (l_int32)(fval + 0.5);
+    }
+
+    pixDestroy(&pixg);
+    pixDestroy(&pixm);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSplitDistributionFgBg()
+ *
+ * \param[in]    pixs        any depth; cmapped ok
+ * \param[in]    scorefract  fraction of the max score, used to determine
+ *                           the range over which the histogram min is searched
+ * \param[in]    factor      subsampling factor; integer >= 1
+ * \param[out]   pthresh     [optional] best threshold for separating
+ * \param[out]   pfgval      [optional] average foreground value
+ * \param[out]   pbgval      [optional] average background value
+ * \param[out]   ppixdb      [optional] plot of distribution and split point
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See numaSplitDistribution() for details on the underlying
+ *          method of choosing a threshold.
+ * 

+ */
+l_ok
+pixSplitDistributionFgBg(PIX       *pixs,
+                         l_float32  scorefract,
+                         l_int32    factor,
+                         l_int32   *pthresh,
+                         l_int32   *pfgval,
+                         l_int32   *pbgval,
+                         PIX      **ppixdb)
+{
+char       buf[256];
+l_int32    thresh;
+l_float32  avefg, avebg, maxnum;
+GPLOT     *gplot;
+NUMA      *na, *nascore, *nax, *nay;
+PIX       *pixg;
+
+    PROCNAME("pixSplitDistributionFgBg");
+
+    if (pthresh) *pthresh = 0;
+    if (pfgval) *pfgval = 0;
+    if (pbgval) *pbgval = 0;
+    if (ppixdb) *ppixdb = NULL;
+    if (!pthresh && !pfgval && !pbgval)
+        return ERROR_INT("no data requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+        /* Generate a subsampled 8 bpp version */
+    pixg = pixConvertTo8BySampling(pixs, factor, 0);
+
+        /* Make the fg/bg estimates */
+    na = pixGetGrayHistogram(pixg, 1);
+    if (ppixdb) {
+        numaSplitDistribution(na, scorefract, &thresh, &avefg, &avebg,
+                              NULL, NULL, &nascore);
+        numaDestroy(&nascore);
+    } else {
+        numaSplitDistribution(na, scorefract, &thresh, &avefg, &avebg,
+                              NULL, NULL, NULL);
+    }
+
+    if (pthresh) *pthresh = thresh;
+    if (pfgval) *pfgval = (l_int32)(avefg + 0.5);
+    if (pbgval) *pbgval = (l_int32)(avebg + 0.5);
+
+    if (ppixdb) {
+        lept_mkdir("lept/redout");
+        gplot = gplotCreate("/tmp/lept/redout/histplot", GPLOT_PNG, "Histogram",
+                            "Grayscale value", "Number of pixels");
+        gplotAddPlot(gplot, NULL, na, GPLOT_LINES, NULL);
+        nax = numaMakeConstant(thresh, 2);
+        numaGetMax(na, &maxnum, NULL);
+        nay = numaMakeConstant(0, 2);
+        numaReplaceNumber(nay, 1, (l_int32)(0.5 * maxnum));
+        snprintf(buf, sizeof(buf), "score fract = %3.1f", scorefract);
+        gplotAddPlot(gplot, nax, nay, GPLOT_LINES, buf);
+        gplotMakeOutput(gplot);
+        gplotDestroy(&gplot);
+        numaDestroy(&nax);
+        numaDestroy(&nay);
+        *ppixdb = pixRead("/tmp/lept/redout/histplot.png");
+    }
+
+    pixDestroy(&pixg);
+    numaDestroy(&na);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/pix5.c b/3rdparty/hgOCR/leptonica/pix5.c
new file mode 100644
index 00000000..11aabb03
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pix5.c
@@ -0,0 +1,3153 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pix5.c
+ * 
+ *
+ *    This file has these operations:
+ *
+ *      (1) Measurement of 1 bpp image properties
+ *      (2) Extract rectangular regions
+ *      (3) Clip to foreground
+ *      (4) Extract pixel averages, reversals and variance along lines
+ *      (5) Rank row and column transforms
+ *
+ *    Measurement of properties
+ *           l_int32     pixaFindDimensions()
+ *           l_int32     pixFindAreaPerimRatio()
+ *           NUMA       *pixaFindPerimToAreaRatio()
+ *           l_int32     pixFindPerimToAreaRatio()
+ *           NUMA       *pixaFindPerimSizeRatio()
+ *           l_int32     pixFindPerimSizeRatio()
+ *           NUMA       *pixaFindAreaFraction()
+ *           l_int32     pixFindAreaFraction()
+ *           NUMA       *pixaFindAreaFractionMasked()
+ *           l_int32     pixFindAreaFractionMasked()
+ *           NUMA       *pixaFindWidthHeightRatio()
+ *           NUMA       *pixaFindWidthHeightProduct()
+ *           l_int32     pixFindOverlapFraction()
+ *           BOXA       *pixFindRectangleComps()
+ *           l_int32     pixConformsToRectangle()
+ *
+ *    Extract rectangular region
+ *           PIXA       *pixClipRectangles()
+ *           PIX        *pixClipRectangle()
+ *           PIX        *pixClipMasked()
+ *           l_int32     pixCropToMatch()
+ *           PIX        *pixCropToSize()
+ *           PIX        *pixResizeToMatch()
+ *
+ *    Select a connected component by size
+ *           PIX        *pixSelectComponentBySize()
+ *           PIX        *pixFilterComponentBySize()
+ *
+ *    Make special masks
+ *           PIX        *pixMakeSymmetricMask()
+ *           PIX        *pixMakeFrameMask()
+ *
+ *    Generate a covering of rectangles over connected components
+ *           PIX        * pixMakeCoveringOfRectangles()
+ *
+ *    Fraction of Fg pixels under a mask
+ *           l_int32     pixFractionFgInMask()
+ *
+ *    Clip to foreground
+ *           PIX        *pixClipToForeground()
+ *           l_int32     pixTestClipToForeground()
+ *           l_int32     pixClipBoxToForeground()
+ *           l_int32     pixScanForForeground()
+ *           l_int32     pixClipBoxToEdges()
+ *           l_int32     pixScanForEdge()
+ *
+ *    Extract pixel averages and reversals along lines
+ *           NUMA       *pixExtractOnLine()
+ *           l_float32   pixAverageOnLine()
+ *           NUMA       *pixAverageIntensityProfile()
+ *           NUMA       *pixReversalProfile()
+ *
+ *    Extract windowed variance along a line
+ *           NUMA       *pixWindowedVarianceOnLine()
+ *
+ *    Extract min/max of pixel values near lines
+ *           l_int32     pixMinMaxNearLine()
+ *
+ *    Rank row and column transforms
+ *           PIX        *pixRankRowTransform()
+ *           PIX        *pixRankColumnTransform()
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+static const l_uint32 rmask32[] = {0x0,
+    0x00000001, 0x00000003, 0x00000007, 0x0000000f,
+    0x0000001f, 0x0000003f, 0x0000007f, 0x000000ff,
+    0x000001ff, 0x000003ff, 0x000007ff, 0x00000fff,
+    0x00001fff, 0x00003fff, 0x00007fff, 0x0000ffff,
+    0x0001ffff, 0x0003ffff, 0x0007ffff, 0x000fffff,
+    0x001fffff, 0x003fffff, 0x007fffff, 0x00ffffff,
+    0x01ffffff, 0x03ffffff, 0x07ffffff, 0x0fffffff,
+    0x1fffffff, 0x3fffffff, 0x7fffffff, 0xffffffff};
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_EDGES         0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*-------------------------------------------------------------*
+ *                 Measurement of properties                   *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixaFindDimensions()
+ *
+ * \param[in]    pixa
+ * \param[out]   pnaw [optional] numa of pix widths
+ * \param[out]   pnah [optional] numa of pix heights
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaFindDimensions(PIXA   *pixa,
+                   NUMA  **pnaw,
+                   NUMA  **pnah)
+{
+l_int32  i, n, w, h;
+PIX     *pixt;
+
+    PROCNAME("pixaFindDimensions");
+
+    if (pnaw) *pnaw = NULL;
+    if (pnah) *pnah = NULL;
+    if (!pnaw && !pnah)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    n = pixaGetCount(pixa);
+    if (pnaw) *pnaw = numaCreate(n);
+    if (pnah) *pnah = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        pixGetDimensions(pixt, &w, &h, NULL);
+        if (pnaw)
+            numaAddNumber(*pnaw, w);
+        if (pnah)
+            numaAddNumber(*pnah, h);
+        pixDestroy(&pixt);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixFindAreaPerimRatio()
+ *
+ * \param[in]    pixs    1 bpp
+ * \param[in]    tab     [optional] pixel sum table, can be NULL
+ * \param[out]   pfract  area/perimeter ratio
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The area is the number of fg pixels that are not on the
+ *          boundary (i.e., are not 8-connected to a bg pixel), and the
+ *          perimeter is the number of fg boundary pixels.  Returns
+ *          0.0 if there are no fg pixels.
+ *      (2) This function is retained because clients are using it.
+ * 

+ */
+l_ok
+pixFindAreaPerimRatio(PIX        *pixs,
+                      l_int32    *tab,
+                      l_float32  *pfract)
+{
+l_int32  *tab8;
+l_int32   nfg, nbound;
+PIX      *pixt;
+
+    PROCNAME("pixFindAreaPerimRatio");
+
+    if (!pfract)
+        return ERROR_INT("&fract not defined", procName, 1);
+    *pfract = 0.0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    if (!tab)
+        tab8 = makePixelSumTab8();
+    else
+        tab8 = tab;
+
+    pixt = pixErodeBrick(NULL, pixs, 3, 3);
+    pixCountPixels(pixt, &nfg, tab8);
+    if (nfg == 0) {
+        pixDestroy(&pixt);
+        if (!tab) LEPT_FREE(tab8);
+        return 0;
+    }
+    pixXor(pixt, pixt, pixs);
+    pixCountPixels(pixt, &nbound, tab8);
+    *pfract = (l_float32)nfg / (l_float32)nbound;
+    pixDestroy(&pixt);
+
+    if (!tab) LEPT_FREE(tab8);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaFindPerimToAreaRatio()
+ *
+ * \param[in]    pixa   of 1 bpp pix
+ * \return  na   of perimeter/arear ratio for each pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is typically used for a pixa consisting of
+ *          1 bpp connected components.
+ * 

+ */
+NUMA *
+pixaFindPerimToAreaRatio(PIXA  *pixa)
+{
+l_int32    i, n;
+l_int32   *tab;
+l_float32  fract;
+NUMA      *na;
+PIX       *pixt;
+
+    PROCNAME("pixaFindPerimToAreaRatio");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    tab = makePixelSumTab8();
+    for (i = 0; i < n; i++) {
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        pixFindPerimToAreaRatio(pixt, tab, &fract);
+        numaAddNumber(na, fract);
+        pixDestroy(&pixt);
+    }
+    LEPT_FREE(tab);
+    return na;
+}
+
+
+/*!
+ * \brief   pixFindPerimToAreaRatio()
+ *
+ * \param[in]    pixs    1 bpp
+ * \param[in]    tab     [optional] pixel sum table, can be NULL
+ * \param[out]   pfract  perimeter/area ratio
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The perimeter is the number of fg boundary pixels, and the
+ *          area is the number of fg pixels.  This returns 0.0 if
+ *          there are no fg pixels.
+ *      (2) Unlike pixFindAreaPerimRatio(), this uses the full set of
+ *          fg pixels for the area, and the ratio is taken in the opposite
+ *          order.
+ *      (3) This is typically used for a single connected component.
+ *          This always has a value <= 1.0, and if the average distance
+ *          of a fg pixel from the nearest bg pixel is d, this has
+ *          a value ~1/d.
+ * 

+ */
+l_ok
+pixFindPerimToAreaRatio(PIX        *pixs,
+                        l_int32    *tab,
+                        l_float32  *pfract)
+{
+l_int32  *tab8;
+l_int32   nfg, nbound;
+PIX      *pixt;
+
+    PROCNAME("pixFindPerimToAreaRatio");
+
+    if (!pfract)
+        return ERROR_INT("&fract not defined", procName, 1);
+    *pfract = 0.0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    if (!tab)
+        tab8 = makePixelSumTab8();
+    else
+        tab8 = tab;
+
+    pixCountPixels(pixs, &nfg, tab8);
+    if (nfg == 0) {
+        if (!tab) LEPT_FREE(tab8);
+        return 0;
+    }
+    pixt = pixErodeBrick(NULL, pixs, 3, 3);
+    pixXor(pixt, pixt, pixs);
+    pixCountPixels(pixt, &nbound, tab8);
+    *pfract = (l_float32)nbound / (l_float32)nfg;
+    pixDestroy(&pixt);
+
+    if (!tab) LEPT_FREE(tab8);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaFindPerimSizeRatio()
+ *
+ * \param[in]    pixa   of 1 bpp pix
+ * \return  na   of fg perimeter/(2*(w+h)) ratio for each pix,
+ *                  or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is typically used for a pixa consisting of
+ *          1 bpp connected components.
+ *      (2) This has a minimum value for a circle of pi/4; a value for
+ *          a rectangle component of approx. 1.0; and a value much larger
+ *          than 1.0 for a component with a highly irregular boundary.
+ * 

+ */
+NUMA *
+pixaFindPerimSizeRatio(PIXA  *pixa)
+{
+l_int32    i, n;
+l_int32   *tab;
+l_float32  ratio;
+NUMA      *na;
+PIX       *pixt;
+
+    PROCNAME("pixaFindPerimSizeRatio");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    tab = makePixelSumTab8();
+    for (i = 0; i < n; i++) {
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        pixFindPerimSizeRatio(pixt, tab, &ratio);
+        numaAddNumber(na, ratio);
+        pixDestroy(&pixt);
+    }
+    LEPT_FREE(tab);
+    return na;
+}
+
+
+/*!
+ * \brief   pixFindPerimSizeRatio()
+ *
+ * \param[in]    pixs    1 bpp
+ * \param[in]    tab     [optional] pixel sum table, can be NULL
+ * \param[out]   pratio  perimeter/size ratio
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) We take the 'size' as twice the sum of the width and
+ *          height of pixs, and the perimeter is the number of fg
+ *          boundary pixels.  We use the fg pixels of the boundary
+ *          because the pix may be clipped to the boundary, so an
+ *          erosion is required to count all boundary pixels.
+ *      (2) This has a large value for dendritic, fractal-like components
+ *          with highly irregular boundaries.
+ *      (3) This is typically used for a single connected component.
+ *          It has a value of about 1.0 for rectangular components with
+ *          relatively smooth boundaries.
+ * 

+ */
+l_ok
+pixFindPerimSizeRatio(PIX        *pixs,
+                      l_int32    *tab,
+                      l_float32  *pratio)
+{
+l_int32  *tab8;
+l_int32   w, h, nbound;
+PIX      *pixt;
+
+    PROCNAME("pixFindPerimSizeRatio");
+
+    if (!pratio)
+        return ERROR_INT("&ratio not defined", procName, 1);
+    *pratio = 0.0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    if (!tab)
+        tab8 = makePixelSumTab8();
+    else
+        tab8 = tab;
+
+    pixt = pixErodeBrick(NULL, pixs, 3, 3);
+    pixXor(pixt, pixt, pixs);
+    pixCountPixels(pixt, &nbound, tab8);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    *pratio = (0.5 * nbound) / (l_float32)(w + h);
+    pixDestroy(&pixt);
+
+    if (!tab) LEPT_FREE(tab8);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaFindAreaFraction()
+ *
+ * \param[in]    pixa   of 1 bpp pix
+ * \return  na  of area fractions for each pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is typically used for a pixa consisting of
+ *          1 bpp connected components.
+ * 

+ */
+NUMA *
+pixaFindAreaFraction(PIXA  *pixa)
+{
+l_int32    i, n;
+l_int32   *tab;
+l_float32  fract;
+NUMA      *na;
+PIX       *pixt;
+
+    PROCNAME("pixaFindAreaFraction");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    tab = makePixelSumTab8();
+    for (i = 0; i < n; i++) {
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        pixFindAreaFraction(pixt, tab, &fract);
+        numaAddNumber(na, fract);
+        pixDestroy(&pixt);
+    }
+    LEPT_FREE(tab);
+    return na;
+}
+
+
+/*!
+ * \brief   pixFindAreaFraction()
+ *
+ * \param[in]    pixs    1 bpp
+ * \param[in]    tab     [optional] pixel sum table, can be NULL
+ * \param[out]   pfract  fg area/size ratio
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the ratio of the number of fg pixels to the
+ *          size of the pix (w * h).  It is typically used for a
+ *          single connected component.
+ * 

+ */
+l_ok
+pixFindAreaFraction(PIX        *pixs,
+                    l_int32    *tab,
+                    l_float32  *pfract)
+{
+l_int32   w, h, sum;
+l_int32  *tab8;
+
+    PROCNAME("pixFindAreaFraction");
+
+    if (!pfract)
+        return ERROR_INT("&fract not defined", procName, 1);
+    *pfract = 0.0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    if (!tab)
+        tab8 = makePixelSumTab8();
+    else
+        tab8 = tab;
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixCountPixels(pixs, &sum, tab8);
+    *pfract = (l_float32)sum / (l_float32)(w * h);
+
+    if (!tab) LEPT_FREE(tab8);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaFindAreaFractionMasked()
+ *
+ * \param[in]    pixa    of 1 bpp pix
+ * \param[in]    pixm    mask image
+ * \param[in]    debug   1 for output, 0 to suppress
+ * \return  na of ratio masked/total fractions for each pix,
+ *                  or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is typically used for a pixa consisting of
+ *          1 bpp connected components, which has an associated
+ *          boxa giving the location of the components relative
+ *          to the mask origin.
+ *      (2) The debug flag displays in green and red the masked and
+ *          unmasked parts of the image from which pixa was derived.
+ * 

+ */
+NUMA *
+pixaFindAreaFractionMasked(PIXA    *pixa,
+                           PIX     *pixm,
+                           l_int32  debug)
+{
+l_int32    i, n, full;
+l_int32   *tab;
+l_float32  fract;
+BOX       *box;
+NUMA      *na;
+PIX       *pix;
+
+    PROCNAME("pixaFindAreaFractionMasked");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return (NUMA *)ERROR_PTR("pixm undefined or not 1 bpp", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    tab = makePixelSumTab8();
+    pixaIsFull(pixa, NULL, &full);  /* check boxa */
+    box = NULL;
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        if (full)
+            box = pixaGetBox(pixa, i, L_CLONE);
+        pixFindAreaFractionMasked(pix, box, pixm, tab, &fract);
+        numaAddNumber(na, fract);
+        boxDestroy(&box);
+        pixDestroy(&pix);
+    }
+    LEPT_FREE(tab);
+
+    if (debug) {
+        l_int32  w, h;
+        PIX     *pix1, *pix2;
+        pixGetDimensions(pixm, &w, &h, NULL);
+        pix1 = pixaDisplay(pixa, w, h);  /* recover original image */
+        pix2 = pixCreate(w, h, 8);  /* make an 8 bpp white image ... */
+        pixSetColormap(pix2, pixcmapCreate(8));  /* that's cmapped ... */
+        pixSetBlackOrWhite(pix2, L_SET_WHITE);  /* and init to white */
+        pixSetMaskedCmap(pix2, pix1, 0, 0, 255, 0, 0);  /* color all fg red */
+        pixRasterop(pix1, 0, 0, w, h, PIX_MASK, pixm, 0, 0);
+        pixSetMaskedCmap(pix2, pix1, 0, 0, 0, 255, 0);  /* turn masked green */
+        pixDisplay(pix2, 100, 100);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixFindAreaFractionMasked()
+ *
+ * \param[in]    pixs    1 bpp, typically a single component
+ * \param[in]    box     [optional] for pixs relative to pixm
+ * \param[in]    pixm    1 bpp mask, typically over the entire image from
+ *                       which the component pixs was extracted
+ * \param[in]    tab     [optional] pixel sum table, can be NULL
+ * \param[out]   pfract  fg area/size ratio
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the ratio of the number of masked fg pixels
+ *          in pixs to the total number of fg pixels in pixs.
+ *          It is typically used for a single connected component.
+ *          If there are no fg pixels, this returns a ratio of 0.0.
+ *      (2) The box gives the location of the pix relative to that
+ *          of the UL corner of the mask.  Therefore, the rasterop
+ *          is performed with the pix translated to its location
+ *          (x, y) in the mask before ANDing.
+ *          If box == NULL, the UL corners of pixs and pixm are aligned.
+ * 

+ */
+l_ok
+pixFindAreaFractionMasked(PIX        *pixs,
+                          BOX        *box,
+                          PIX        *pixm,
+                          l_int32    *tab,
+                          l_float32  *pfract)
+{
+l_int32   x, y, w, h, sum, masksum;
+l_int32  *tab8;
+PIX      *pix1;
+
+    PROCNAME("pixFindAreaFractionMasked");
+
+    if (!pfract)
+        return ERROR_INT("&fract not defined", procName, 1);
+    *pfract = 0.0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not defined or not 1 bpp", procName, 1);
+
+    if (!tab)
+        tab8 = makePixelSumTab8();
+    else
+        tab8 = tab;
+    x = y = 0;
+    if (box)
+        boxGetGeometry(box, &x, &y, NULL, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+
+    pix1 = pixCopy(NULL, pixs);
+    pixRasterop(pix1, 0, 0, w, h, PIX_MASK, pixm, x, y);
+    pixCountPixels(pixs, &sum, tab8);
+    if (sum == 0) {
+        pixDestroy(&pix1);
+        if (!tab) LEPT_FREE(tab8);
+        return 0;
+    }
+    pixCountPixels(pix1, &masksum, tab8);
+    *pfract = (l_float32)masksum / (l_float32)sum;
+
+    if (!tab) LEPT_FREE(tab8);
+    pixDestroy(&pix1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaFindWidthHeightRatio()
+ *
+ * \param[in]    pixa   of 1 bpp pix
+ * \return  na of width/height ratios for each pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is typically used for a pixa consisting of
+ *          1 bpp connected components.
+ * 

+ */
+NUMA *
+pixaFindWidthHeightRatio(PIXA  *pixa)
+{
+l_int32  i, n, w, h;
+NUMA    *na;
+PIX     *pixt;
+
+    PROCNAME("pixaFindWidthHeightRatio");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        pixGetDimensions(pixt, &w, &h, NULL);
+        numaAddNumber(na, (l_float32)w / (l_float32)h);
+        pixDestroy(&pixt);
+    }
+    return na;
+}
+
+
+/*!
+ * \brief   pixaFindWidthHeightProduct()
+ *
+ * \param[in]    pixa   of 1 bpp pix
+ * \return  na of width*height products for each pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is typically used for a pixa consisting of
+ *          1 bpp connected components.
+ * 

+ */
+NUMA *
+pixaFindWidthHeightProduct(PIXA  *pixa)
+{
+l_int32  i, n, w, h;
+NUMA    *na;
+PIX     *pixt;
+
+    PROCNAME("pixaFindWidthHeightProduct");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        pixGetDimensions(pixt, &w, &h, NULL);
+        numaAddNumber(na, w * h);
+        pixDestroy(&pixt);
+    }
+    return na;
+}
+
+
+/*!
+ * \brief   pixFindOverlapFraction()
+ *
+ * \param[in]    pixs1, pixs2   1 bpp
+ * \param[in]    x2, y2         location in pixs1 of UL corner of pixs2
+ * \param[in]    tab            [optional] pixel sum table, can be null
+ * \param[out]   pratio         ratio fg intersection to fg union
+ * \param[out]   pnoverlap      [optional] number of overlapping pixels
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The UL corner of pixs2 is placed at (x2, y2) in pixs1.
+ *      (2) This measure is similar to the correlation.
+ * 

+ */
+l_ok
+pixFindOverlapFraction(PIX        *pixs1,
+                       PIX        *pixs2,
+                       l_int32     x2,
+                       l_int32     y2,
+                       l_int32    *tab,
+                       l_float32  *pratio,
+                       l_int32    *pnoverlap)
+{
+l_int32  *tab8;
+l_int32   w, h, nintersect, nunion;
+PIX      *pixt;
+
+    PROCNAME("pixFindOverlapFraction");
+
+    if (pnoverlap) *pnoverlap = 0;
+    if (!pratio)
+        return ERROR_INT("&ratio not defined", procName, 1);
+    *pratio = 0.0;
+    if (!pixs1 || pixGetDepth(pixs1) != 1)
+        return ERROR_INT("pixs1 not defined or not 1 bpp", procName, 1);
+    if (!pixs2 || pixGetDepth(pixs2) != 1)
+        return ERROR_INT("pixs2 not defined or not 1 bpp", procName, 1);
+
+    if (!tab)
+        tab8 = makePixelSumTab8();
+    else
+        tab8 = tab;
+
+    pixGetDimensions(pixs2, &w, &h, NULL);
+    pixt = pixCopy(NULL, pixs1);
+    pixRasterop(pixt, x2, y2, w, h, PIX_MASK, pixs2, 0, 0);  /* AND */
+    pixCountPixels(pixt, &nintersect, tab8);
+    if (pnoverlap)
+        *pnoverlap = nintersect;
+    pixCopy(pixt, pixs1);
+    pixRasterop(pixt, x2, y2, w, h, PIX_PAINT, pixs2, 0, 0);  /* OR */
+    pixCountPixels(pixt, &nunion, tab8);
+    if (!tab) LEPT_FREE(tab8);
+    pixDestroy(&pixt);
+
+    if (nunion > 0)
+        *pratio = (l_float32)nintersect / (l_float32)nunion;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixFindRectangleComps()
+ *
+ * \param[in]    pixs        1 bpp
+ * \param[in]    dist        max distance allowed between bounding box
+ *                           and nearest foreground pixel within it
+ * \param[in]    minw, minh  minimum size in each direction as a requirement
+ *                           for a conforming rectangle
+ * \return  boxa of components that conform, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This applies the function pixConformsToRectangle() to
+ *          each 8-c.c. in pixs, and returns a boxa containing the
+ *          regions of all components that are conforming.
+ *      (2) Conforming components must satisfy both the size constraint
+ *          given by %minsize and the slop in conforming to a rectangle
+ *          determined by %dist.
+ * 

+ */
+BOXA *
+pixFindRectangleComps(PIX     *pixs,
+                      l_int32  dist,
+                      l_int32  minw,
+                      l_int32  minh)
+{
+l_int32  w, h, i, n, conforms;
+BOX     *box;
+BOXA    *boxa, *boxad;
+PIX     *pix;
+PIXA    *pixa;
+
+    PROCNAME("pixFindRectangleComps");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (BOXA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (dist < 0)
+        return (BOXA *)ERROR_PTR("dist must be >= 0", procName, NULL);
+    if (minw <= 2 * dist && minh <= 2 * dist)
+        return (BOXA *)ERROR_PTR("invalid parameters", procName, NULL);
+
+    boxa = pixConnComp(pixs, &pixa, 8);
+    boxad = boxaCreate(0);
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        pixGetDimensions(pix, &w, &h, NULL);
+        if (w < minw || h < minh) {
+            pixDestroy(&pix);
+            continue;
+        }
+        pixConformsToRectangle(pix, NULL, dist, &conforms);
+        if (conforms) {
+            box = boxaGetBox(boxa, i, L_COPY);
+            boxaAddBox(boxad, box, L_INSERT);
+        }
+        pixDestroy(&pix);
+    }
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixa);
+    return boxad;
+}
+
+
+/*!
+ * \brief   pixConformsToRectangle()
+ *
+ * \param[in]    pixs       1 bpp
+ * \param[in]    box        [optional] if null, use the entire pixs
+ * \param[in]    dist       max distance allowed between bounding box and
+ *                          nearest foreground pixel within it
+ * \param[out]   pconforms  0 (false) if not conforming;
+ *                          1 (true) if conforming
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) There are several ways to test if a connected component has
+ *          an essentially rectangular boundary, such as:
+ *           a. Fraction of fill into the bounding box
+ *           b. Max-min distance of fg pixel from periphery of bounding box
+ *           c. Max depth of bg intrusions into component within bounding box
+ *          The weakness of (a) is that it is highly sensitive to holes
+ *          within the c.c.  The weakness of (b) is that it can have
+ *          arbitrarily large intrusions into the c.c.  Method (c) tests
+ *          the integrity of the outer boundary of the c.c., with respect
+ *          to the enclosing bounding box, so we use it.
+ *      (2) This tests if the connected component within the box conforms
+ *          to the box at all points on the periphery within %dist.
+ *          Inside, at a distance from the box boundary that is greater
+ *          than %dist, we don't care about the pixels in the c.c.
+ *      (3) We can think of the conforming condition as follows:
+ *          No pixel inside a distance %dist from the boundary
+ *          can connect to the boundary through a path through the bg.
+ *          To implement this, we need to do a flood fill.  We can go
+ *          either from inside toward the boundary, or the other direction.
+ *          It's easiest to fill from the boundary, and then verify that
+ *          there are no filled pixels farther than %dist from the boundary.
+ * 

+ */
+l_ok
+pixConformsToRectangle(PIX      *pixs,
+                       BOX      *box,
+                       l_int32   dist,
+                       l_int32  *pconforms)
+{
+l_int32  w, h, empty;
+PIX     *pix1, *pix2;
+
+    PROCNAME("pixConformsToRectangle");
+
+    if (!pconforms)
+        return ERROR_INT("&conforms not defined", procName, 1);
+    *pconforms = 0;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (dist < 0)
+        return ERROR_INT("dist must be >= 0", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (w <= 2 * dist || h <= 2 * dist) {
+        L_WARNING("automatic conformation: distance too large\n", procName);
+        *pconforms = 1;
+        return 0;
+    }
+
+        /* Extract the region, if necessary */
+    if (box)
+        pix1 = pixClipRectangle(pixs, box, NULL);
+    else
+        pix1 = pixCopy(NULL, pixs);
+
+        /* Invert and fill from the boundary into the interior.
+         * Because we're considering the connected component in an
+         * 8-connected sense, we do the background filling as 4 c.c. */
+    pixInvert(pix1, pix1);
+    pix2 = pixExtractBorderConnComps(pix1, 4);
+
+        /* Mask out all pixels within a distance %dist from the box
+         * boundary.  Any remaining pixels are from filling that goes
+         * more than %dist from the boundary.  If no pixels remain,
+         * the component conforms to the bounding rectangle within
+         * a distance %dist. */
+    pixSetOrClearBorder(pix2, dist, dist, dist, dist, PIX_CLR);
+    pixZero(pix2, &empty);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    *pconforms = (empty) ? 1 : 0;
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                      Extract rectangular region                       *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixClipRectangles()
+ *
+ * \param[in]    pixs
+ * \param[in]    boxa  requested clipping regions
+ * \return  pixa consisting of requested regions, or NULL on error
+ *
+ * 
+ * Notes:
+ *     (1) The returned pixa includes the actual regions clipped out from
+ *         the input pixs.
+ * 

+ */
+PIXA *
+pixClipRectangles(PIX   *pixs,
+                  BOXA  *boxa)
+{
+l_int32  i, n;
+BOX     *box, *boxc;
+PIX     *pix;
+PIXA    *pixa;
+
+    PROCNAME("pixClipRectangles");
+
+    if (!pixs)
+        return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!boxa)
+        return (PIXA *)ERROR_PTR("boxa not defined", procName, NULL);
+
+    n = boxaGetCount(boxa);
+    pixa = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        box = boxaGetBox(boxa, i, L_CLONE);
+        pix = pixClipRectangle(pixs, box, &boxc);
+        pixaAddPix(pixa, pix, L_INSERT);
+        pixaAddBox(pixa, boxc, L_INSERT);
+        boxDestroy(&box);
+    }
+
+    return pixa;
+}
+
+
+/*!
+ * \brief   pixClipRectangle()
+ *
+ * \param[in]    pixs
+ * \param[in]    box    requested clipping region; const
+ * \param[out]   pboxc  [optional] actual box of clipped region
+ * \return  clipped pix, or NULL on error or if rectangle
+ *              doesn't intersect pixs
+ *
+ * 
+ * Notes:
+ *
+ *  This should be simple, but there are choices to be made.
+ *  The box is defined relative to the pix coordinates.  However,
+ *  if the box is not contained within the pix, we have two choices:
+ *
+ *      (1) clip the box to the pix
+ *      (2) make a new pix equal to the full box dimensions,
+ *          but let rasterop do the clipping and positioning
+ *          of the src with respect to the dest
+ *
+ *  Choice (2) immediately brings up the problem of what pixel values
+ *  to use that were not taken from the src.  For example, on a grayscale
+ *  image, do you want the pixels not taken from the src to be black
+ *  or white or something else?  To implement choice 2, one needs to
+ *  specify the color of these extra pixels.
+ *
+ *  So we adopt (1), and clip the box first, if necessary,
+ *  before making the dest pix and doing the rasterop.  But there
+ *  is another issue to consider.  If you want to paste the
+ *  clipped pix back into pixs, it must be properly aligned, and
+ *  it is necessary to use the clipped box for alignment.
+ *  Accordingly, this function has a third (optional) argument, which is
+ *  the input box clipped to the src pix.
+ * 

+ */
+PIX *
+pixClipRectangle(PIX   *pixs,
+                 BOX   *box,
+                 BOX  **pboxc)
+{
+l_int32  w, h, d, bx, by, bw, bh;
+BOX     *boxc;
+PIX     *pixd;
+
+    PROCNAME("pixClipRectangle");
+
+    if (pboxc) *pboxc = NULL;
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!box)
+        return (PIX *)ERROR_PTR("box not defined", procName, NULL);
+
+        /* Clip the input box to the pix */
+    pixGetDimensions(pixs, &w, &h, &d);
+    if ((boxc = boxClipToRectangle(box, w, h)) == NULL) {
+        L_WARNING("box doesn't overlap pix\n", procName);
+        return NULL;
+    }
+    boxGetGeometry(boxc, &bx, &by, &bw, &bh);
+
+        /* Extract the block */
+    if ((pixd = pixCreate(bw, bh, d)) == NULL) {
+        boxDestroy(&boxc);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyColormap(pixd, pixs);
+    pixCopyText(pixd, pixs);
+    pixRasterop(pixd, 0, 0, bw, bh, PIX_SRC, pixs, bx, by);
+
+    if (pboxc)
+        *pboxc = boxc;
+    else
+        boxDestroy(&boxc);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixClipMasked()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16, 32 bpp; colormap ok
+ * \param[in]    pixm    clipping mask, 1 bpp
+ * \param[in]    x, y    origin of clipping mask relative to pixs
+ * \param[in]    outval  val to use for pixels that are outside the mask
+ * \return  pixd, clipped pix or NULL on error or if pixm doesn't
+ *              intersect pixs
+ *
+ * 
+ * Notes:
+ *      (1) If pixs has a colormap, it is preserved in pixd.
+ *      (2) The depth of pixd is the same as that of pixs.
+ *      (3) If the depth of pixs is 1, use %outval = 0 for white background
+ *          and 1 for black; otherwise, use the max value for white
+ *          and 0 for black.  If pixs has a colormap, the max value for
+ *          %outval is 0xffffffff; otherwise, it is 2^d - 1.
+ *      (4) When using 1 bpp pixs, this is a simple clip and
+ *          blend operation.  For example, if both pix1 and pix2 are
+ *          black text on white background, and you want to OR the
+ *          fg on the two images, let pixm be the inverse of pix2.
+ *          Then the operation takes all of pix1 that's in the bg of
+ *          pix2, and for the remainder (which are the pixels
+ *          corresponding to the fg of the pix2), paint them black
+ *          (1) in pix1.  The function call looks like
+ *             pixClipMasked(pix2, pixInvert(pix1, pix1), x, y, 1);
+ * 

+ */
+PIX *
+pixClipMasked(PIX      *pixs,
+              PIX      *pixm,
+              l_int32   x,
+              l_int32   y,
+              l_uint32  outval)
+{
+l_int32   wm, hm, index, rval, gval, bval;
+l_uint32  pixel;
+BOX      *box;
+PIX      *pixmi, *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixClipMasked");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return (PIX *)ERROR_PTR("pixm undefined or not 1 bpp", procName, NULL);
+
+        /* Clip out the region specified by pixm and (x,y) */
+    pixGetDimensions(pixm, &wm, &hm, NULL);
+    box = boxCreate(x, y, wm, hm);
+    pixd = pixClipRectangle(pixs, box, NULL);
+
+        /* Paint 'outval' (or something close to it if cmapped) through
+         * the pixels not masked by pixm */
+    cmap = pixGetColormap(pixd);
+    pixmi = pixInvert(NULL, pixm);
+    if (cmap) {
+        extractRGBValues(outval, &rval, &gval, &bval);
+        pixcmapGetNearestIndex(cmap, rval, gval, bval, &index);
+        pixcmapGetColor(cmap, index, &rval, &gval, &bval);
+        composeRGBPixel(rval, gval, bval, &pixel);
+        pixPaintThroughMask(pixd, pixmi, 0, 0, pixel);
+    } else {
+        pixPaintThroughMask(pixd, pixmi, 0, 0, outval);
+    }
+
+    boxDestroy(&box);
+    pixDestroy(&pixmi);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixCropToMatch()
+ *
+ * \param[in]    pixs1   any depth, colormap OK
+ * \param[in]    pixs2   any depth, colormap OK
+ * \param[out]   ppixd1  may be a clone
+ * \param[out]   ppixd2  may be a clone
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This resizes pixs1 and/or pixs2 by cropping at the right
+ *          and bottom, so that they're the same size.
+ *      (2) If a pix doesn't need to be cropped, a clone is returned.
+ *      (3) Note: the images are implicitly aligned to the UL corner.
+ * 

+ */
+l_ok
+pixCropToMatch(PIX   *pixs1,
+               PIX   *pixs2,
+               PIX  **ppixd1,
+               PIX  **ppixd2)
+{
+l_int32  w1, h1, w2, h2, w, h;
+
+    PROCNAME("pixCropToMatch");
+
+    if (!ppixd1 || !ppixd2)
+        return ERROR_INT("&pixd1 and &pixd2 not both defined", procName, 1);
+    *ppixd1 = *ppixd2 = NULL;
+    if (!pixs1 || !pixs2)
+        return ERROR_INT("pixs1 and pixs2 not defined", procName, 1);
+
+    pixGetDimensions(pixs1, &w1, &h1, NULL);
+    pixGetDimensions(pixs2, &w2, &h2, NULL);
+    w = L_MIN(w1, w2);
+    h = L_MIN(h1, h2);
+
+    *ppixd1 = pixCropToSize(pixs1, w, h);
+    *ppixd2 = pixCropToSize(pixs2, w, h);
+    if (*ppixd1 == NULL || *ppixd2 == NULL)
+        return ERROR_INT("cropped image failure", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCropToSize()
+ *
+ * \param[in]    pixs   any depth, colormap OK
+ * \param[in]    w, h   max dimensions of cropped image
+ * \return  pixd cropped if necessary or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) If either w or h is smaller than the corresponding dimension
+ *          of pixs, this returns a cropped image; otherwise it returns
+ *          a clone of pixs.
+ * 

+ */
+PIX *
+pixCropToSize(PIX     *pixs,
+              l_int32  w,
+              l_int32  h)
+{
+l_int32  ws, hs, wd, hd, d;
+PIX     *pixd;
+
+    PROCNAME("pixCropToSize");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    if (ws <= w && hs <= h)  /* no cropping necessary */
+        return pixClone(pixs);
+
+    wd = L_MIN(ws, w);
+    hd = L_MIN(hs, h);
+    if ((pixd = pixCreate(wd, hd, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyColormap(pixd, pixs);
+    pixCopyText(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixRasterop(pixd, 0, 0, wd, hd, PIX_SRC, pixs, 0, 0);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixResizeToMatch()
+ *
+ * \param[in]    pixs   1, 2, 4, 8, 16, 32 bpp; colormap ok
+ * \param[in]    pixt   can be null; we use only the size
+ * \param[in]    w, h   ignored if pixt is defined
+ * \return  pixd resized to match or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This resizes pixs to make pixd, without scaling, by either
+ *          cropping or extending separately in both width and height.
+ *          Extension is done by replicating the last row or column.
+ *          This is useful in a situation where, due to scaling
+ *          operations, two images that are expected to be the
+ *          same size can differ slightly in each dimension.
+ *      (2) You can use either an existing pixt or specify
+ *          both %w and %h.  If pixt is defined, the values
+ *          in %w and %h are ignored.
+ *      (3) If pixt is larger than pixs (or if w and/or d is larger
+ *          than the dimension of pixs, replicate the outer row and
+ *          column of pixels in pixs into pixd.
+ * 

+ */
+PIX *
+pixResizeToMatch(PIX     *pixs,
+                 PIX     *pixt,
+                 l_int32  w,
+                 l_int32  h)
+{
+l_int32  i, j, ws, hs, d;
+PIX     *pixd;
+
+    PROCNAME("pixResizeToMatch");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!pixt && (w <= 0 || h <= 0))
+        return (PIX *)ERROR_PTR("both w and h not > 0", procName, NULL);
+
+    if (pixt)  /* redefine w, h */
+        pixGetDimensions(pixt, &w, &h, NULL);
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    if (ws == w && hs == h)
+        return pixCopy(NULL, pixs);
+
+    if ((pixd = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyColormap(pixd, pixs);
+    pixCopyText(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixRasterop(pixd, 0, 0, ws, hs, PIX_SRC, pixs, 0, 0);
+    if (ws >= w && hs >= h)
+        return pixd;
+
+        /* Replicate the last column and then the last row */
+    if (ws < w) {
+        for (j = ws; j < w; j++)
+            pixRasterop(pixd, j, 0, 1, h, PIX_SRC, pixd, ws - 1, 0);
+    }
+    if (hs < h) {
+        for (i = hs; i < h; i++)
+            pixRasterop(pixd, 0, i, w, 1, PIX_SRC, pixd, 0, hs - 1);
+    }
+
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                Select a connected component by size                 *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixSelectComponentBySize()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    rankorder     in decreasing size: 0 for largest.
+ * \param[in]    type          L_SELECT_BY_WIDTH, L_SELECT_BY_HEIGHT,
+ *                             L_SELECT_BY_MAX_DIMENSION,
+ *                             L_SELECT_BY_AREA, L_SELECT_BY_PERIMETER
+ * \param[in]    connectivity  4 or 8
+ * \param[out]   pbox          [optional] location of returned component
+ * \return  pix of rank order connected component, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) This selects the Nth largest connected component, based on
+ *          the selection type and connectivity.
+ *      (2) Note that %rankorder is an integer.  Use %rankorder = 0 for
+ *          the largest component and %rankorder = -1 for the smallest.
+ *          If %rankorder >= number of components, select the smallest.
+ */
+PIX *
+pixSelectComponentBySize(PIX     *pixs,
+                         l_int32  rankorder,
+                         l_int32  type,
+                         l_int32  connectivity,
+                         BOX    **pbox)
+{
+l_int32  n, empty, sorttype, index;
+BOXA    *boxa1;
+NUMA    *naindex;
+PIX     *pixd;
+PIXA    *pixa1, *pixa2;
+
+    PROCNAME("pixSelectComponentBySize");
+
+    if (pbox) *pbox = NULL;
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (type == L_SELECT_BY_WIDTH)
+        sorttype = L_SORT_BY_WIDTH;
+    else if (type == L_SELECT_BY_HEIGHT)
+        sorttype = L_SORT_BY_HEIGHT;
+    else if (type == L_SELECT_BY_MAX_DIMENSION)
+        sorttype = L_SORT_BY_MAX_DIMENSION;
+    else if (type == L_SELECT_BY_AREA)
+        sorttype = L_SORT_BY_AREA;
+    else if (type == L_SELECT_BY_PERIMETER)
+        sorttype = L_SORT_BY_PERIMETER;
+    else
+        return (PIX *)ERROR_PTR("invalid selection type", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    pixZero(pixs, &empty);
+    if (empty)
+        return (PIX *)ERROR_PTR("no foreground pixels", procName, NULL);
+
+    boxa1 = pixConnComp(pixs, &pixa1, connectivity);
+    n = boxaGetCount(boxa1);
+    if (rankorder < 0 || rankorder >= n)
+        rankorder = n - 1;  /* smallest */
+    pixa2 = pixaSort(pixa1, sorttype, L_SORT_DECREASING, &naindex, L_CLONE);
+    pixd = pixaGetPix(pixa2, rankorder, L_COPY);
+    if (pbox) {
+        numaGetIValue(naindex, rankorder, &index);
+        *pbox = boxaGetBox(boxa1, index, L_COPY);
+    }
+
+    numaDestroy(&naindex);
+    boxaDestroy(&boxa1);
+    pixaDestroy(&pixa1);
+    pixaDestroy(&pixa2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixFilterComponentBySize()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    rankorder     in decreasing size: 0 for largest.
+ * \param[in]    type          L_SELECT_BY_WIDTH, L_SELECT_BY_HEIGHT,
+ *                             L_SELECT_BY_MAX_DIMENSION,
+ *                             L_SELECT_BY_AREA, L_SELECT_BY_PERIMETER
+ * \param[in]    connectivity  4 or 8
+ * \param[out]   pbox          [optional] location of returned component
+ * \return  pix with all other components removed, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) See notes in pixSelectComponentBySize().
+ *      (2) This returns a copy of %pixs, with all components removed
+ *          except for the selected one.
+ */
+PIX *
+pixFilterComponentBySize(PIX     *pixs,
+                         l_int32  rankorder,
+                         l_int32  type,
+                         l_int32  connectivity,
+                         BOX    **pbox)
+{
+l_int32  x, y, w, h;
+BOX     *box;
+PIX     *pix1, *pix2;
+
+    PROCNAME("pixFilterComponentBySize");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+
+    pix1 = pixSelectComponentBySize(pixs, rankorder, type, connectivity, &box);
+    if (!pix1) {
+        boxDestroy(&box);
+        return (PIX *)ERROR_PTR("pix1 not made", procName, NULL);
+    }
+
+        /* Put the selected component in a new pix at the same
+         * location as it had in %pixs */
+    boxGetGeometry(box, &x, &y, &w, &h);
+    pix2 = pixCreateTemplate(pixs);
+    pixRasterop(pix2, x, y, w, h, PIX_SRC, pix1, 0, 0);
+    if (pbox)
+        *pbox = box;
+    else
+        boxDestroy(&box);
+    pixDestroy(&pix1);
+    return pix2;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Make special masks                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixMakeSymmetricMask()
+ *
+ * \param[in]    w, h    dimensions of output 1 bpp pix
+ * \param[in]    hf      horizontal fraction of half-width
+ * \param[in]    vf      vertical fraction of half-height
+ * \param[in]    type    L_USE_INNER, L_USE_OUTER
+ * \return  pixd 1 bpp, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) This is a convenience function for generating masks with
+ *          horizontal and vertical reflection symmetry, over either
+ *          the inner or outer parts of an image.
+ *      (2) Using L_USE_INNER to generate a mask over the inner part
+ *          of the image, the mask is a solid rectangle, and the fractions
+ *          describe the distance between the boundary of the image and
+ *          the rectangle boundary.  For example, with hf == vf == 0.0,
+ *          the mask covers the full image.
+ *      (3) Using L_USE_OUTER to generate a mask over an outer frame
+ *          of the image, the mask touches the boundary of the image,
+ *          and the fractions describe the location of the inner
+ *          boundary of the frame.  For example, with hf == vf == 1.0,
+ *          the inner boundary is at the center of the image, so the
+ *          mask covers the full image.
+ *      (4) More examples:
+ *           * mask covering the inner 70%: hf = vf = 0.3, type = L_USE_INNER
+ *           * frame covering the outer 30%: hf = vf = 0.3, type = L_USE_OUTER
+ * 

+ */
+PIX *
+pixMakeSymmetricMask(l_int32    w,
+                     l_int32    h,
+                     l_float32  hf,
+                     l_float32  vf,
+                     l_int32    type)
+{
+    PROCNAME("pixMakeSymmetricMask");
+
+    if (w <= 0 || h <= 0)
+        return (PIX *)ERROR_PTR("mask size 0", procName, NULL);
+    if (hf < 0.0 || hf > 1.0)
+        return (PIX *)ERROR_PTR("invalid horiz fractions", procName, NULL);
+    if (vf < 0.0 || vf > 1.0)
+        return (PIX *)ERROR_PTR("invalid vert fractions", procName, NULL);
+
+    if (type == L_USE_INNER)
+        return pixMakeFrameMask(w, h, hf, 1.0, vf, 1.0);
+    else if (type == L_USE_OUTER)
+        return pixMakeFrameMask(w, h, 0.0, hf, 0.0, vf);
+    else
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+}
+
+
+/*!
+ * \brief   pixMakeFrameMask()
+ *
+ * \param[in]    w, h  dimensions of output 1 bpp pix
+ * \param[in]    hf1   horizontal fraction of half-width at outer frame bdry
+ * \param[in]    hf2   horizontal fraction of half-width at inner frame bdry
+ * \param[in]    vf1   vertical fraction of half-width at outer frame bdry
+ * \param[in]    vf2   vertical fraction of half-width at inner frame bdry
+ * \return  pixd 1 bpp, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) This makes an arbitrary 1-component mask with a centered fg
+ *          frame, which can have both an inner and an outer boundary.
+ *          All input fractional distances are measured from the image
+ *          border to the frame boundary, in units of the image half-width
+ *          for hf1 and hf2 and the image half-height for vf1 and vf2.
+ *          The distances to the outer frame boundary are given by hf1
+ *          and vf1; to the inner frame boundary, by hf2 and vf2.
+ *          Input fractions are thus in [0.0 ... 1.0], with hf1 <= hf2
+ *          and vf1 <= vf2.  Horizontal and vertical frame widths are
+ *          thus independently specified.
+ *      (2) Special cases:
+ *           * full fg mask: hf1 = vf1 = 0.0, hf2 = vf2 = 1.0.
+ *           * empty fg (zero width) mask: set  hf1 = hf2  and vf1 = vf2.
+ *           * fg rectangle with no hole: set hf2 = vf2 = 1.0.
+ *           * frame touching outer boundary: set hf1 = vf1 = 0.0.
+ *      (3) The vertical thickness of the horizontal mask parts
+ *          is 0.5 * (vf2 - vf1) * h.  The horizontal thickness of the
+ *          vertical mask parts is 0.5 * (hf2 - hf1) * w.
+ * 

+ */
+PIX *
+pixMakeFrameMask(l_int32    w,
+                 l_int32    h,
+                 l_float32  hf1,
+                 l_float32  hf2,
+                 l_float32  vf1,
+                 l_float32  vf2)
+{
+l_int32  h1, h2, v1, v2;
+PIX     *pixd;
+
+    PROCNAME("pixMakeFrameMask");
+
+    if (w <= 0 || h <= 0)
+        return (PIX *)ERROR_PTR("mask size 0", procName, NULL);
+    if (hf1 < 0.0 || hf1 > 1.0 || hf2 < 0.0 || hf2 > 1.0)
+        return (PIX *)ERROR_PTR("invalid horiz fractions", procName, NULL);
+    if (vf1 < 0.0 || vf1 > 1.0 || vf2 < 0.0 || vf2 > 1.0)
+        return (PIX *)ERROR_PTR("invalid vert fractions", procName, NULL);
+    if (hf1 > hf2 || vf1 > vf2)
+        return (PIX *)ERROR_PTR("invalid relative sizes", procName, NULL);
+
+    pixd = pixCreate(w, h, 1);
+
+        /* Special cases */
+    if (hf1 == 0.0 && vf1 == 0.0 && hf2 == 1.0 && vf2 == 1.0) {  /* full */
+        pixSetAll(pixd);
+        return pixd;
+    }
+    if (hf1 == hf2 && vf1 == vf2) {  /* empty */
+        return pixd;
+    }
+
+        /* General case */
+    h1 = 0.5 * hf1 * w;
+    h2 = 0.5 * hf2 * w;
+    v1 = 0.5 * vf1 * h;
+    v2 = 0.5 * vf2 * h;
+    pixRasterop(pixd, h1, v1, w - 2 * h1, h - 2 * v1, PIX_SET, NULL, 0, 0);
+    if (hf2 < 1.0 && vf2 < 1.0)
+        pixRasterop(pixd, h2, v2, w - 2 * h2, h - 2 * v2, PIX_CLR, NULL, 0, 0);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------*
+ *     Generate a covering of rectangles over connected components     *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixMakeCoveringOfRectangles()
+ *
+ * \param[in]   pixs       1 bpp
+ * \param[in]   maxiters   max iterations: use 0 to iterate to completion
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This iteratively finds the bounding boxes of the connected
+ *          components and generates a mask from them.  Two iterations
+ *          should suffice for most situations.
+ *      (2) Returns an empty pix if %pixs is empty.
+ *      (3) If there are many small components in proximity, it may
+ *          be useful to merge them with a morphological closing before
+ *          calling this one.
+ * 

+ */
+PIX *
+pixMakeCoveringOfRectangles(PIX     *pixs,
+                            l_int32  maxiters)
+{
+l_int32  empty, same, niters;
+BOXA    *boxa;
+PIX     *pix1, *pix2;
+
+    PROCNAME("pixMakeCoveringOfRectangles");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (maxiters < 0)
+        return (PIX *)ERROR_PTR("maxiters must be >= 0", procName, NULL);
+    if (maxiters == 0) maxiters = 50;  /* ridiculously large number */
+
+    pixZero(pixs, &empty);
+    pix1 = pixCreateTemplate(pixs);
+    if (empty) return pix1;
+
+        /* Do first iteration */
+    boxa = pixConnCompBB(pixs, 8);
+    pixMaskBoxa(pix1, pix1, boxa, L_SET_PIXELS);
+    boxaDestroy(&boxa);
+    if (maxiters == 1) return pix1;
+
+    niters = 1;
+    while (niters < maxiters) {  /* continue to add pixels to pix1 */
+        niters++;
+        boxa = pixConnCompBB(pix1, 8);
+        pix2 = pixCopy(NULL, pix1);
+        pixMaskBoxa(pix1, pix1, boxa, L_SET_PIXELS);
+        boxaDestroy(&boxa);
+        pixEqual(pix1, pix2, &same);
+        pixDestroy(&pix2);
+        if (same) {
+            L_INFO("%d iterations\n", procName, niters - 1);
+            return pix1;
+        }
+    }
+    L_INFO("maxiters = %d reached\n", procName, niters);
+    return pix1;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                 Fraction of Fg pixels under a mask                  *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixFractionFgInMask()
+ *
+ * \param[in]    pix1    1 bpp
+ * \param[in]    pix2    1 bpp
+ * \param[out]   pfract  fraction of fg pixels in 1 that are
+ *                       aligned with the fg of 2
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This gives the fraction of fg pixels in pix1 that are in
+ *          the intersection (i.e., under the fg) of pix2:
+ *          |1 & 2|/|1|, where |...| means the number of fg pixels.
+ *          Note that this is different from the situation where
+ *          pix1 and pix2 are reversed.
+ *      (2) Both pix1 and pix2 are registered to the UL corners.  A warning
+ *          is issued if pix1 and pix2 have different sizes.
+ *      (3) This can also be used to find the fraction of fg pixels in pix1
+ *          that are NOT under the fg of pix2: 1.0 - |1 & 2|/|1|
+ *      (4) If pix1 or pix2 are empty, this returns %fract = 0.0.
+ *      (5) For example, pix2 could be a frame around the outside of the
+ *          image, made from pixMakeFrameMask().
+ * 

+ */
+l_ok
+pixFractionFgInMask(PIX        *pix1,
+                    PIX        *pix2,
+                    l_float32  *pfract)
+{
+l_int32  w1, h1, w2, h2, empty, count1, count3;
+PIX     *pix3;
+
+    PROCNAME("pixFractionFgInMask");
+
+    if (!pfract)
+        return ERROR_INT("&fract not defined", procName, 1);
+    *pfract = 0.0;
+    if (!pix1 || pixGetDepth(pix1) != 1)
+        return ERROR_INT("pix1 not defined or not 1 bpp", procName, 1);
+    if (!pix2 || pixGetDepth(pix2) != 1)
+        return ERROR_INT("pix2 not defined or not 1 bpp", procName, 1);
+
+    pixGetDimensions(pix1, &w1, &h1, NULL);
+    pixGetDimensions(pix2, &w2, &h2, NULL);
+    if (w1 != w2 || h1 != h2) {
+        L_INFO("sizes unequal: (w1,w2) = (%d,%d), (h1,h2) = (%d,%d)\n",
+               procName, w1, w2, h1, h2);
+    }
+    pixZero(pix1, &empty);
+    if (empty) return 0;
+    pixZero(pix2, &empty);
+    if (empty) return 0;
+
+    pix3 = pixCopy(NULL, pix1);
+    pixAnd(pix3, pix3, pix2);
+    pixCountPixels(pix1, &count1, NULL);  /* |1| */
+    pixCountPixels(pix3, &count3, NULL);  /* |1 & 2| */
+    *pfract = (l_float32)count3 / (l_float32)count1;
+    pixDestroy(&pix3);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                           Clip to Foreground                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixClipToForeground()
+ *
+ * \param[in]    pixs   1 bpp
+ * \param[out]   ppixd  [optional] clipped pix returned
+ * \param[out]   pbox   [optional] bounding box
+ * \return  0 if OK; 1 on error or if there are no fg pixels
+ *
+ * 
+ * Notes:
+ *      (1) At least one of {&pixd, &box} must be specified.
+ *      (2) If there are no fg pixels, the returned ptrs are null.
+ * 

+ */
+l_ok
+pixClipToForeground(PIX   *pixs,
+                    PIX  **ppixd,
+                    BOX  **pbox)
+{
+l_int32    w, h, wpl, nfullwords, extra, i, j;
+l_int32    minx, miny, maxx, maxy;
+l_uint32   result, mask;
+l_uint32  *data, *line;
+BOX       *box;
+
+    PROCNAME("pixClipToForeground");
+
+    if (ppixd) *ppixd = NULL;
+    if (pbox) *pbox = NULL;
+    if (!ppixd && !pbox)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    nfullwords = w / 32;
+    extra = w & 31;
+    mask = ~rmask32[32 - extra];
+    wpl = pixGetWpl(pixs);
+    data = pixGetData(pixs);
+
+    result = 0;
+    for (i = 0, miny = 0; i < h; i++, miny++) {
+        line = data + i * wpl;
+        for (j = 0; j < nfullwords; j++)
+            result |= line[j];
+        if (extra)
+            result |= (line[j] & mask);
+        if (result)
+            break;
+    }
+    if (miny == h)  /* no ON pixels */
+        return 1;
+
+    result = 0;
+    for (i = h - 1, maxy = h - 1; i >= 0; i--, maxy--) {
+        line = data + i * wpl;
+        for (j = 0; j < nfullwords; j++)
+            result |= line[j];
+        if (extra)
+            result |= (line[j] & mask);
+        if (result)
+            break;
+    }
+
+    minx = 0;
+    for (j = 0, minx = 0; j < w; j++, minx++) {
+        for (i = 0; i < h; i++) {
+            line = data + i * wpl;
+            if (GET_DATA_BIT(line, j))
+                goto minx_found;
+        }
+    }
+
+minx_found:
+    for (j = w - 1, maxx = w - 1; j >= 0; j--, maxx--) {
+        for (i = 0; i < h; i++) {
+            line = data + i * wpl;
+            if (GET_DATA_BIT(line, j))
+                goto maxx_found;
+        }
+    }
+
+maxx_found:
+    box = boxCreate(minx, miny, maxx - minx + 1, maxy - miny + 1);
+
+    if (ppixd)
+        *ppixd = pixClipRectangle(pixs, box, NULL);
+    if (pbox)
+        *pbox = box;
+    else
+        boxDestroy(&box);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixTestClipToForeground()
+ *
+ * \param[in]    pixs      1 bpp
+ * \param[out]   pcanclip  1 if fg does not extend to all four edges
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a lightweight test to determine if a 1 bpp image
+ *          can be further cropped without loss of fg pixels.
+ *          If it cannot, canclip is set to 0.
+ *      (2) It does not test for the existence of any fg pixels.
+ *          If there are no fg pixels, it will return %canclip = 1.
+ *          Check the output of the subsequent call to pixClipToForeground().
+ * 

+ */
+l_ok
+pixTestClipToForeground(PIX      *pixs,
+                        l_int32  *pcanclip)
+{
+l_int32    i, j, w, h, wpl, found;
+l_uint32  *data, *line;
+
+    PROCNAME("pixTestClipToForeground");
+
+    if (!pcanclip)
+        return ERROR_INT("&canclip not defined", procName, 1);
+    *pcanclip = 0;
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+        /* Check top and bottom raster lines */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    found = FALSE;
+    for (j = 0; found == FALSE && j < w; j++)
+        found = GET_DATA_BIT(data, j);
+    if (!found) {
+        *pcanclip = 1;
+        return 0;
+    }
+
+    line = data + (h - 1) * wpl;
+    found = FALSE;
+    for (j = 0; found == FALSE && j < w; j++)
+        found = GET_DATA_BIT(data, j);
+    if (!found) {
+        *pcanclip = 1;
+        return 0;
+    }
+
+        /* Check left and right edges */
+    found = FALSE;
+    for (i = 0, line = data; found == FALSE && i < h; line += wpl, i++)
+        found = GET_DATA_BIT(line, 0);
+    if (!found) {
+        *pcanclip = 1;
+        return 0;
+    }
+
+    found = FALSE;
+    for (i = 0, line = data; found == FALSE && i < h; line += wpl, i++)
+        found = GET_DATA_BIT(line, w - 1);
+    if (!found)
+        *pcanclip = 1;
+
+    return 0;  /* fg pixels found on all edges */
+}
+
+
+/*!
+ * \brief   pixClipBoxToForeground()
+ *
+ * \param[in]    pixs   1 bpp
+ * \param[in]    boxs   [optional] use full image if null
+ * \param[out]   ppixd  [optional] clipped pix returned
+ * \param[out]   pboxd  [optional] bounding box
+ * \return  0 if OK; 1 on error or if there are no fg pixels
+ *
+ * 
+ * Notes:
+ *      (1) At least one of {&pixd, &boxd} must be specified.
+ *      (2) If there are no fg pixels, the returned ptrs are null.
+ *      (3) Do not use &pixs for the 3rd arg or &boxs for the 4th arg;
+ *          this will leak memory.
+ * 

+ */
+l_ok
+pixClipBoxToForeground(PIX   *pixs,
+                       BOX   *boxs,
+                       PIX  **ppixd,
+                       BOX  **pboxd)
+{
+l_int32  w, h, bx, by, bw, bh, cbw, cbh, left, right, top, bottom;
+BOX     *boxt, *boxd;
+
+    PROCNAME("pixClipBoxToForeground");
+
+    if (ppixd) *ppixd = NULL;
+    if (pboxd) *pboxd = NULL;
+    if (!ppixd && !pboxd)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    if (!boxs)
+        return pixClipToForeground(pixs, ppixd, pboxd);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    boxGetGeometry(boxs, &bx, &by, &bw, &bh);
+    cbw = L_MIN(bw, w - bx);
+    cbh = L_MIN(bh, h - by);
+    if (cbw < 0 || cbh < 0)
+        return ERROR_INT("box not within image", procName, 1);
+    boxt = boxCreate(bx, by, cbw, cbh);
+
+    if (pixScanForForeground(pixs, boxt, L_FROM_LEFT, &left)) {
+        boxDestroy(&boxt);
+        return 1;
+    }
+    pixScanForForeground(pixs, boxt, L_FROM_RIGHT, &right);
+    pixScanForForeground(pixs, boxt, L_FROM_TOP, &top);
+    pixScanForForeground(pixs, boxt, L_FROM_BOT, &bottom);
+
+    boxd = boxCreate(left, top, right - left + 1, bottom - top + 1);
+    if (ppixd)
+        *ppixd = pixClipRectangle(pixs, boxd, NULL);
+    if (pboxd)
+        *pboxd = boxd;
+    else
+        boxDestroy(&boxd);
+
+    boxDestroy(&boxt);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixScanForForeground()
+ *
+ * \param[in]    pixs      1 bpp
+ * \param[in]    box       [optional] within which the search is conducted
+ * \param[in]    scanflag  direction of scan; e.g., L_FROM_LEFT
+ * \param[out]   ploc      location in scan direction of first black pixel
+ * \return  0 if OK; 1 on error or if no fg pixels are found
+ *
+ * 
+ * Notes:
+ *      (1) If there are no fg pixels, the position is set to 0.
+ *          Caller must check the return value!
+ *      (2) Use %box == NULL to scan from edge of pixs
+ * 

+ */
+l_ok
+pixScanForForeground(PIX      *pixs,
+                     BOX      *box,
+                     l_int32   scanflag,
+                     l_int32  *ploc)
+{
+l_int32    bx, by, bw, bh, x, xstart, xend, y, ystart, yend, wpl;
+l_uint32  *data, *line;
+BOX       *boxt;
+
+    PROCNAME("pixScanForForeground");
+
+    if (!ploc)
+        return ERROR_INT("&loc not defined", procName, 1);
+    *ploc = 0;
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+        /* Clip box to pixs if it exists */
+    pixGetDimensions(pixs, &bw, &bh, NULL);
+    if (box) {
+        if ((boxt = boxClipToRectangle(box, bw, bh)) == NULL)
+            return ERROR_INT("invalid box", procName, 1);
+        boxGetGeometry(boxt, &bx, &by, &bw, &bh);
+        boxDestroy(&boxt);
+    } else {
+        bx = by = 0;
+    }
+    xstart = bx;
+    ystart = by;
+    xend = bx + bw - 1;
+    yend = by + bh - 1;
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    if (scanflag == L_FROM_LEFT) {
+        for (x = xstart; x <= xend; x++) {
+            for (y = ystart; y <= yend; y++) {
+                line = data + y * wpl;
+                if (GET_DATA_BIT(line, x)) {
+                    *ploc = x;
+                    return 0;
+                }
+            }
+        }
+    } else if (scanflag == L_FROM_RIGHT) {
+        for (x = xend; x >= xstart; x--) {
+            for (y = ystart; y <= yend; y++) {
+                line = data + y * wpl;
+                if (GET_DATA_BIT(line, x)) {
+                    *ploc = x;
+                    return 0;
+                }
+            }
+        }
+    } else if (scanflag == L_FROM_TOP) {
+        for (y = ystart; y <= yend; y++) {
+            line = data + y * wpl;
+            for (x = xstart; x <= xend; x++) {
+                if (GET_DATA_BIT(line, x)) {
+                    *ploc = y;
+                    return 0;
+                }
+            }
+        }
+    } else if (scanflag == L_FROM_BOT) {
+        for (y = yend; y >= ystart; y--) {
+            line = data + y * wpl;
+            for (x = xstart; x <= xend; x++) {
+                if (GET_DATA_BIT(line, x)) {
+                    *ploc = y;
+                    return 0;
+                }
+            }
+        }
+    } else {
+        return ERROR_INT("invalid scanflag", procName, 1);
+    }
+
+    return 1;  /* no fg found */
+}
+
+
+/*!
+ * \brief   pixClipBoxToEdges()
+ *
+ * \param[in]    pixs        1 bpp
+ * \param[in]    boxs        [optional] ; use full image if null
+ * \param[in]    lowthresh   threshold to choose clipping location
+ * \param[in]    highthresh  threshold required to find an edge
+ * \param[in]    maxwidth    max allowed width between low and high thresh locs
+ * \param[in]    factor      sampling factor along pixel counting direction
+ * \param[out]   ppixd       [optional] clipped pix returned
+ * \param[out]   pboxd       [optional] bounding box
+ * \return  0 if OK; 1 on error or if a fg edge is not found from
+ *              all four sides.
+ *
+ * 
+ * Notes:
+ *      (1) At least one of {&pixd, &boxd} must be specified.
+ *      (2) If there are no fg pixels, the returned ptrs are null.
+ *      (3) This function attempts to locate rectangular "image" regions
+ *          of high-density fg pixels, that have well-defined edges
+ *          on the four sides.
+ *      (4) Edges are searched for on each side, iterating in order
+ *          from left, right, top and bottom.  As each new edge is
+ *          found, the search box is resized to use that location.
+ *          Once an edge is found, it is held.  If no more edges
+ *          are found in one iteration, the search fails.
+ *      (5) See pixScanForEdge() for usage of the thresholds and %maxwidth.
+ *      (6) The thresholds must be at least 1, and the low threshold
+ *          cannot be larger than the high threshold.
+ *      (7) If the low and high thresholds are both 1, this is equivalent
+ *          to pixClipBoxToForeground().
+ * 

+ */
+l_ok
+pixClipBoxToEdges(PIX     *pixs,
+                  BOX     *boxs,
+                  l_int32  lowthresh,
+                  l_int32  highthresh,
+                  l_int32  maxwidth,
+                  l_int32  factor,
+                  PIX    **ppixd,
+                  BOX    **pboxd)
+{
+l_int32  w, h, bx, by, bw, bh, cbw, cbh, left, right, top, bottom;
+l_int32  lfound, rfound, tfound, bfound, change;
+BOX     *boxt, *boxd;
+
+    PROCNAME("pixClipBoxToEdges");
+
+    if (ppixd) *ppixd = NULL;
+    if (pboxd) *pboxd = NULL;
+    if (!ppixd && !pboxd)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (lowthresh < 1 || highthresh < 1 ||
+        lowthresh > highthresh || maxwidth < 1)
+        return ERROR_INT("invalid thresholds", procName, 1);
+    factor = L_MIN(1, factor);
+
+    if (lowthresh == 1 && highthresh == 1)
+        return pixClipBoxToForeground(pixs, boxs, ppixd, pboxd);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (boxs) {
+        boxGetGeometry(boxs, &bx, &by, &bw, &bh);
+        cbw = L_MIN(bw, w - bx);
+        cbh = L_MIN(bh, h - by);
+        if (cbw < 0 || cbh < 0)
+            return ERROR_INT("box not within image", procName, 1);
+        boxt = boxCreate(bx, by, cbw, cbh);
+    } else {
+        boxt = boxCreate(0, 0, w, h);
+    }
+
+    lfound = rfound = tfound = bfound = 0;
+    while (!lfound || !rfound || !tfound || !bfound) {
+        change = 0;
+        if (!lfound) {
+            if (!pixScanForEdge(pixs, boxt, lowthresh, highthresh, maxwidth,
+                                factor, L_FROM_LEFT, &left)) {
+                lfound = 1;
+                change = 1;
+                boxRelocateOneSide(boxt, boxt, left, L_FROM_LEFT);
+            }
+        }
+        if (!rfound) {
+            if (!pixScanForEdge(pixs, boxt, lowthresh, highthresh, maxwidth,
+                                factor, L_FROM_RIGHT, &right)) {
+                rfound = 1;
+                change = 1;
+                boxRelocateOneSide(boxt, boxt, right, L_FROM_RIGHT);
+            }
+        }
+        if (!tfound) {
+            if (!pixScanForEdge(pixs, boxt, lowthresh, highthresh, maxwidth,
+                                factor, L_FROM_TOP, &top)) {
+                tfound = 1;
+                change = 1;
+                boxRelocateOneSide(boxt, boxt, top, L_FROM_TOP);
+            }
+        }
+        if (!bfound) {
+            if (!pixScanForEdge(pixs, boxt, lowthresh, highthresh, maxwidth,
+                                factor, L_FROM_BOT, &bottom)) {
+                bfound = 1;
+                change = 1;
+                boxRelocateOneSide(boxt, boxt, bottom, L_FROM_BOT);
+            }
+        }
+
+#if DEBUG_EDGES
+        fprintf(stderr, "iter: %d %d %d %d\n", lfound, rfound, tfound, bfound);
+#endif  /* DEBUG_EDGES */
+
+        if (change == 0) break;
+    }
+    boxDestroy(&boxt);
+
+    if (change == 0)
+        return ERROR_INT("not all edges found", procName, 1);
+
+    boxd = boxCreate(left, top, right - left + 1, bottom - top + 1);
+    if (ppixd)
+        *ppixd = pixClipRectangle(pixs, boxd, NULL);
+    if (pboxd)
+        *pboxd = boxd;
+    else
+        boxDestroy(&boxd);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixScanForEdge()
+ *
+ * \param[in]    pixs        1 bpp
+ * \param[in]    box         [optional] within which the search is conducted
+ * \param[in]    lowthresh   threshold to choose clipping location
+ * \param[in]    highthresh  threshold required to find an edge
+ * \param[in]    maxwidth    max allowed width between low and high thresh locs
+ * \param[in]    factor      sampling factor along pixel counting direction
+ * \param[in]    scanflag    direction of scan; e.g., L_FROM_LEFT
+ * \param[out]   ploc        location in scan direction of first black pixel
+ * \return  0 if OK; 1 on error or if the edge is not found
+ *
+ * 
+ * Notes:
+ *      (1) If there are no fg pixels, the position is set to 0.
+ *          Caller must check the return value!
+ *      (2) Use %box == NULL to scan from edge of pixs
+ *      (3) As the scan progresses, the location where the sum of
+ *          pixels equals or excees %lowthresh is noted (loc).  The
+ *          scan is stopped when the sum of pixels equals or exceeds
+ *          %highthresh.  If the scan distance between loc and that
+ *          point does not exceed %maxwidth, an edge is found and
+ *          its position is taken to be loc.  %maxwidth implicitly
+ *          sets a minimum on the required gradient of the edge.
+ *      (4) The thresholds must be at least 1, and the low threshold
+ *          cannot be larger than the high threshold.
+ * 

+ */
+l_ok
+pixScanForEdge(PIX      *pixs,
+               BOX      *box,
+               l_int32   lowthresh,
+               l_int32   highthresh,
+               l_int32   maxwidth,
+               l_int32   factor,
+               l_int32   scanflag,
+               l_int32  *ploc)
+{
+l_int32    bx, by, bw, bh, foundmin, loc, sum, wpl;
+l_int32    x, xstart, xend, y, ystart, yend;
+l_uint32  *data, *line;
+BOX       *boxt;
+
+    PROCNAME("pixScanForEdge");
+
+    if (!ploc)
+        return ERROR_INT("&ploc not defined", procName, 1);
+    *ploc = 0;
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (lowthresh < 1 || highthresh < 1 ||
+        lowthresh > highthresh || maxwidth < 1)
+        return ERROR_INT("invalid thresholds", procName, 1);
+    factor = L_MIN(1, factor);
+
+        /* Clip box to pixs if it exists */
+    pixGetDimensions(pixs, &bw, &bh, NULL);
+    if (box) {
+        if ((boxt = boxClipToRectangle(box, bw, bh)) == NULL)
+            return ERROR_INT("invalid box", procName, 1);
+        boxGetGeometry(boxt, &bx, &by, &bw, &bh);
+        boxDestroy(&boxt);
+    } else {
+        bx = by = 0;
+    }
+    xstart = bx;
+    ystart = by;
+    xend = bx + bw - 1;
+    yend = by + bh - 1;
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    foundmin = 0;
+    if (scanflag == L_FROM_LEFT) {
+        for (x = xstart; x <= xend; x++) {
+            sum = 0;
+            for (y = ystart; y <= yend; y += factor) {
+                line = data + y * wpl;
+                if (GET_DATA_BIT(line, x))
+                    sum++;
+            }
+            if (!foundmin && sum < lowthresh)
+                continue;
+            if (!foundmin) {  /* save the loc of the beginning of the edge */
+                foundmin = 1;
+                loc = x;
+            }
+            if (sum >= highthresh) {
+#if DEBUG_EDGES
+                fprintf(stderr, "Left: x = %d, loc = %d\n", x, loc);
+#endif  /* DEBUG_EDGES */
+                if (x - loc < maxwidth) {
+                    *ploc = loc;
+                    return 0;
+                } else {
+                  return 1;
+                }
+            }
+        }
+    } else if (scanflag == L_FROM_RIGHT) {
+        for (x = xend; x >= xstart; x--) {
+            sum = 0;
+            for (y = ystart; y <= yend; y += factor) {
+                line = data + y * wpl;
+                if (GET_DATA_BIT(line, x))
+                    sum++;
+            }
+            if (!foundmin && sum < lowthresh)
+                continue;
+            if (!foundmin) {
+                foundmin = 1;
+                loc = x;
+            }
+            if (sum >= highthresh) {
+#if DEBUG_EDGES
+                fprintf(stderr, "Right: x = %d, loc = %d\n", x, loc);
+#endif  /* DEBUG_EDGES */
+                if (loc - x < maxwidth) {
+                    *ploc = loc;
+                    return 0;
+                } else {
+                  return 1;
+                }
+            }
+        }
+    } else if (scanflag == L_FROM_TOP) {
+        for (y = ystart; y <= yend; y++) {
+            sum = 0;
+            line = data + y * wpl;
+            for (x = xstart; x <= xend; x += factor) {
+                if (GET_DATA_BIT(line, x))
+                    sum++;
+            }
+            if (!foundmin && sum < lowthresh)
+                continue;
+            if (!foundmin) {
+                foundmin = 1;
+                loc = y;
+            }
+            if (sum >= highthresh) {
+#if DEBUG_EDGES
+                fprintf(stderr, "Top: y = %d, loc = %d\n", y, loc);
+#endif  /* DEBUG_EDGES */
+                if (y - loc < maxwidth) {
+                    *ploc = loc;
+                    return 0;
+                } else {
+                  return 1;
+                }
+            }
+        }
+    } else if (scanflag == L_FROM_BOT) {
+        for (y = yend; y >= ystart; y--) {
+            sum = 0;
+            line = data + y * wpl;
+            for (x = xstart; x <= xend; x += factor) {
+                if (GET_DATA_BIT(line, x))
+                    sum++;
+            }
+            if (!foundmin && sum < lowthresh)
+                continue;
+            if (!foundmin) {
+                foundmin = 1;
+                loc = y;
+            }
+            if (sum >= highthresh) {
+#if DEBUG_EDGES
+                fprintf(stderr, "Bottom: y = %d, loc = %d\n", y, loc);
+#endif  /* DEBUG_EDGES */
+                if (loc - y < maxwidth) {
+                    *ploc = loc;
+                    return 0;
+                } else {
+                  return 1;
+                }
+            }
+        }
+    } else {
+        return ERROR_INT("invalid scanflag", procName, 1);
+    }
+
+    return 1;  /* edge not found */
+}
+
+
+/*---------------------------------------------------------------------*
+ *           Extract pixel averages and reversals along lines          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixExtractOnLine()
+ *
+ * \param[in]    pixs     1 bpp or 8 bpp; no colormap
+ * \param[in]    x1, y1   one end point for line
+ * \param[in]    x2, y2   another end pt for line
+ * \param[in]    factor   sampling; >= 1
+ * \return  na of pixel values along line, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) Input end points are clipped to the pix.
+ *      (2) If the line is either horizontal, or closer to horizontal
+ *          than to vertical, the points will be extracted from left
+ *          to right in the pix.  Likewise, if the line is vertical,
+ *          or closer to vertical than to horizontal, the points will
+ *          be extracted from top to bottom.
+ *      (3) Can be used with numaCountReverals(), for example, to
+ *          characterize the intensity smoothness along a line.
+ * 

+ */
+NUMA *
+pixExtractOnLine(PIX     *pixs,
+                 l_int32  x1,
+                 l_int32  y1,
+                 l_int32  x2,
+                 l_int32  y2,
+                 l_int32  factor)
+{
+l_int32    i, w, h, d, xmin, ymin, xmax, ymax, npts, direction;
+l_uint32   val;
+l_float32  x, y;
+l_float64  slope;
+NUMA      *na;
+PTA       *pta;
+
+    PROCNAME("pixExtractOnLine");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 8)
+        return (NUMA *)ERROR_PTR("d not 1 or 8 bpp", procName, NULL);
+    if (pixGetColormap(pixs))
+        return (NUMA *)ERROR_PTR("pixs has a colormap", procName, NULL);
+    if (factor < 1) {
+        L_WARNING("factor must be >= 1; setting to 1\n", procName);
+        factor = 1;
+    }
+
+        /* Clip line to the image */
+    x1 = L_MAX(0, L_MIN(x1, w - 1));
+    x2 = L_MAX(0, L_MIN(x2, w - 1));
+    y1 = L_MAX(0, L_MIN(y1, h - 1));
+    y2 = L_MAX(0, L_MIN(y2, h - 1));
+
+    if (x1 == x2 && y1 == y2) {
+        pixGetPixel(pixs, x1, y1, &val);
+        na = numaCreate(1);
+        numaAddNumber(na, val);
+        return na;
+    }
+
+    if (y1 == y2)
+        direction = L_HORIZONTAL_LINE;
+    else if (x1 == x2)
+        direction = L_VERTICAL_LINE;
+    else
+        direction = L_OBLIQUE_LINE;
+
+    na = numaCreate(0);
+    if (direction == L_HORIZONTAL_LINE) {  /* plot against x */
+        xmin = L_MIN(x1, x2);
+        xmax = L_MAX(x1, x2);
+        numaSetParameters(na, xmin, factor);
+        for (i = xmin; i <= xmax; i += factor) {
+            pixGetPixel(pixs, i, y1, &val);
+            numaAddNumber(na, val);
+        }
+    } else if (direction == L_VERTICAL_LINE) {  /* plot against y */
+        ymin = L_MIN(y1, y2);
+        ymax = L_MAX(y1, y2);
+        numaSetParameters(na, ymin, factor);
+        for (i = ymin; i <= ymax; i += factor) {
+            pixGetPixel(pixs, x1, i, &val);
+            numaAddNumber(na, val);
+        }
+    } else {  /* direction == L_OBLIQUE_LINE */
+        slope = (l_float64)((y2 - y1) / (x2 - x1));
+        if (L_ABS(slope) < 1.0) {  /* quasi-horizontal */
+            xmin = L_MIN(x1, x2);
+            xmax = L_MAX(x1, x2);
+            ymin = (xmin == x1) ? y1 : y2;  /* pt that goes with xmin */
+            ymax = (ymin == y1) ? y2 : y1;  /* pt that goes with xmax */
+            pta = generatePtaLine(xmin, ymin, xmax, ymax);
+            numaSetParameters(na, xmin, (l_float32)factor);
+        } else {  /* quasi-vertical */
+            ymin = L_MIN(y1, y2);
+            ymax = L_MAX(y1, y2);
+            xmin = (ymin == y1) ? x1 : x2;  /* pt that goes with ymin */
+            xmax = (xmin == x1) ? x2 : x1;  /* pt that goes with ymax */
+            pta = generatePtaLine(xmin, ymin, xmax, ymax);
+            numaSetParameters(na, ymin, (l_float32)factor);
+        }
+        npts = ptaGetCount(pta);
+        for (i = 0; i < npts; i += factor) {
+            ptaGetPt(pta, i, &x, &y);
+            pixGetPixel(pixs, (l_int32)x, (l_int32)y, &val);
+            numaAddNumber(na, val);
+        }
+
+#if 0  /* debugging */
+        pixPlotAlongPta(pixs, pta, GPLOT_PNG, NULL);
+#endif
+
+        ptaDestroy(&pta);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixAverageOnLine()
+ *
+ * \param[in]    pixs     1 bpp or 8 bpp; no colormap
+ * \param[in]    x1, y1   starting pt for line
+ * \param[in]    x2, y2   end pt for line
+ * \param[in]    factor   sampling; >= 1
+ * \return  average of pixel values along line, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) The line must be either horizontal or vertical, so either
+ *          y1 == y2 (horizontal) or x1 == x2 (vertical).
+ *      (2) If horizontal, x1 must be <= x2.
+ *          If vertical, y1 must be <= y2.
+ *          characterize the intensity smoothness along a line.
+ *      (3) Input end points are clipped to the pix.
+ * 

+ */
+l_float32
+pixAverageOnLine(PIX     *pixs,
+                 l_int32  x1,
+                 l_int32  y1,
+                 l_int32  x2,
+                 l_int32  y2,
+                 l_int32  factor)
+{
+l_int32    i, j, w, h, d, direction, count, wpl;
+l_uint32  *data, *line;
+l_float32  sum;
+
+    PROCNAME("pixAverageOnLine");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 8)
+        return ERROR_INT("d not 1 or 8 bpp", procName, 1);
+    if (pixGetColormap(pixs))
+        return ERROR_INT("pixs has a colormap", procName, 1);
+    if (x1 > x2 || y1 > y2)
+        return ERROR_INT("x1 > x2 or y1 > y2", procName, 1);
+
+    if (y1 == y2) {
+        x1 = L_MAX(0, x1);
+        x2 = L_MIN(w - 1, x2);
+        y1 = L_MAX(0, L_MIN(y1, h - 1));
+        direction = L_HORIZONTAL_LINE;
+    } else if (x1 == x2) {
+        y1 = L_MAX(0, y1);
+        y2 = L_MIN(h - 1, y2);
+        x1 = L_MAX(0, L_MIN(x1, w - 1));
+        direction = L_VERTICAL_LINE;
+    } else {
+        return ERROR_INT("line neither horiz nor vert", procName, 1);
+    }
+
+    if (factor < 1) {
+        L_WARNING("factor must be >= 1; setting to 1\n", procName);
+        factor = 1;
+    }
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    sum = 0;
+    count = 0;
+    if (direction == L_HORIZONTAL_LINE) {
+        line = data + y1 * wpl;
+        for (j = x1, count = 0; j <= x2; count++, j += factor) {
+            if (d == 1)
+                sum += GET_DATA_BIT(line, j);
+            else  /* d == 8 */
+                sum += GET_DATA_BYTE(line, j);
+        }
+    } else if (direction == L_VERTICAL_LINE) {
+        for (i = y1, count = 0; i <= y2; count++, i += factor) {
+            line = data + i * wpl;
+            if (d == 1)
+                sum += GET_DATA_BIT(line, x1);
+            else  /* d == 8 */
+                sum += GET_DATA_BYTE(line, x1);
+        }
+    }
+
+    return sum / (l_float32)count;
+}
+
+
+/*!
+ * \brief   pixAverageIntensityProfile()
+ *
+ * \param[in]    pixs      any depth; colormap OK
+ * \param[in]    fract     fraction of image width or height to be used
+ * \param[in]    dir       averaging direction: L_HORIZONTAL_LINE or
+ *                         L_VERTICAL_LINE
+ * \param[in]    first,    last span of rows or columns to measure
+ * \param[in]    factor1   sampling along fast scan direction; >= 1
+ * \param[in]    factor2   sampling along slow scan direction; >= 1
+ * \return  na of reversal profile, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) If d != 1 bpp, colormaps are removed and the result
+ *          is converted to 8 bpp.
+ *      (2) If %dir == L_HORIZONTAL_LINE, the intensity is averaged
+ *          along each horizontal raster line (sampled by %factor1),
+ *          and the profile is the array of these averages in the
+ *          vertical direction between %first and %last raster lines,
+ *          and sampled by %factor2.
+ *      (3) If %dir == L_VERTICAL_LINE, the intensity is averaged
+ *          along each vertical line (sampled by %factor1),
+ *          and the profile is the array of these averages in the
+ *          horizontal direction between %first and %last columns,
+ *          and sampled by %factor2.
+ *      (4) The averages are measured over the central %fract of the image.
+ *          Use %fract == 1.0 to average across the entire width or height.
+ * 

+ */
+NUMA *
+pixAverageIntensityProfile(PIX       *pixs,
+                           l_float32  fract,
+                           l_int32    dir,
+                           l_int32    first,
+                           l_int32    last,
+                           l_int32    factor1,
+                           l_int32    factor2)
+{
+l_int32    i, j, w, h, d, start, end;
+l_float32  ave;
+NUMA      *nad;
+PIX       *pixr, *pixg;
+
+    PROCNAME("pixAverageIntensityProfile");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (fract < 0.0 || fract > 1.0)
+        return (NUMA *)ERROR_PTR("fract < 0.0 or > 1.0", procName, NULL);
+    if (dir != L_HORIZONTAL_LINE && dir != L_VERTICAL_LINE)
+        return (NUMA *)ERROR_PTR("invalid direction", procName, NULL);
+    if (first < 0) first = 0;
+    if (last < first)
+        return (NUMA *)ERROR_PTR("last must be >= first", procName, NULL);
+    if (factor1 < 1) {
+        L_WARNING("factor1 must be >= 1; setting to 1\n", procName);
+        factor1 = 1;
+    }
+    if (factor2 < 1) {
+        L_WARNING("factor2 must be >= 1; setting to 1\n", procName);
+        factor2 = 1;
+    }
+
+        /* Use 1 or 8 bpp, without colormap */
+    if (pixGetColormap(pixs))
+        pixr = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixr = pixClone(pixs);
+    pixGetDimensions(pixr, &w, &h, &d);
+    if (d == 1)
+        pixg = pixClone(pixr);
+    else
+        pixg = pixConvertTo8(pixr, 0);
+
+    nad = numaCreate(0);  /* output: samples in slow scan direction */
+    numaSetParameters(nad, 0, factor2);
+    if (dir == L_HORIZONTAL_LINE) {
+        start = (l_int32)(0.5 * (1.0 - fract) * (l_float32)w);
+        end = w - start;
+        if (last > h - 1) {
+            L_WARNING("last > h - 1; clipping\n", procName);
+            last = h - 1;
+        }
+        for (i = first; i <= last; i += factor2) {
+            ave = pixAverageOnLine(pixg, start, i, end, i, factor1);
+            numaAddNumber(nad, ave);
+        }
+    } else if (dir == L_VERTICAL_LINE) {
+        start = (l_int32)(0.5 * (1.0 - fract) * (l_float32)h);
+        end = h - start;
+        if (last > w - 1) {
+            L_WARNING("last > w - 1; clipping\n", procName);
+            last = w - 1;
+        }
+        for (j = first; j <= last; j += factor2) {
+            ave = pixAverageOnLine(pixg, j, start, j, end, factor1);
+            numaAddNumber(nad, ave);
+        }
+    }
+
+    pixDestroy(&pixr);
+    pixDestroy(&pixg);
+    return nad;
+}
+
+
+/*!
+ * \brief   pixReversalProfile()
+ *
+ * \param[in]    pixs          any depth; colormap OK
+ * \param[in]    fract         fraction of image width or height to be used
+ * \param[in]    dir           profile direction: L_HORIZONTAL_LINE or
+ *                             L_VERTICAL_LINE
+ * \param[in]    first, last   span of rows or columns to measure
+ * \param[in]    minreversal   minimum change in intensity to trigger a reversal
+ * \param[in]    factor1       sampling along raster line (fast scan); >= 1
+ * \param[in]    factor2       sampling of raster lines (slow scan); >= 1
+ * \return  na of reversal profile, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) If d != 1 bpp, colormaps are removed and the result
+ *          is converted to 8 bpp.
+ *      (2) If %dir == L_HORIZONTAL_LINE, the the reversals are counted
+ *          along each horizontal raster line (sampled by %factor1),
+ *          and the profile is the array of these sums in the
+ *          vertical direction between %first and %last raster lines,
+ *          and sampled by %factor2.
+ *      (3) If %dir == L_VERTICAL_LINE, the the reversals are counted
+ *          along each vertical column (sampled by %factor1),
+ *          and the profile is the array of these sums in the
+ *          horizontal direction between %first and %last columns,
+ *          and sampled by %factor2.
+ *      (4) For each row or column, the reversals are summed over the
+ *          central %fract of the image.  Use %fract == 1.0 to sum
+ *          across the entire width (of row) or height (of column).
+ *      (5) %minreversal is the relative change in intensity that is
+ *          required to resolve peaks and valleys.  A typical number for
+ *          locating text in 8 bpp might be 50.  For 1 bpp, minreversal
+ *          must be 1.
+ *      (6) The reversal profile is simply the number of reversals
+ *          in a row or column, vs the row or column index.
+ * 

+ */
+NUMA *
+pixReversalProfile(PIX       *pixs,
+                   l_float32  fract,
+                   l_int32    dir,
+                   l_int32    first,
+                   l_int32    last,
+                   l_int32    minreversal,
+                   l_int32    factor1,
+                   l_int32    factor2)
+{
+l_int32   i, j, w, h, d, start, end, nr;
+NUMA     *naline, *nad;
+PIX      *pixr, *pixg;
+
+    PROCNAME("pixReversalProfile");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (fract < 0.0 || fract > 1.0)
+        return (NUMA *)ERROR_PTR("fract < 0.0 or > 1.0", procName, NULL);
+    if (dir != L_HORIZONTAL_LINE && dir != L_VERTICAL_LINE)
+        return (NUMA *)ERROR_PTR("invalid direction", procName, NULL);
+    if (first < 0) first = 0;
+    if (last < first)
+        return (NUMA *)ERROR_PTR("last must be >= first", procName, NULL);
+    if (factor1 < 1) {
+        L_WARNING("factor1 must be >= 1; setting to 1\n", procName);
+        factor1 = 1;
+    }
+    if (factor2 < 1) {
+        L_WARNING("factor2 must be >= 1; setting to 1\n", procName);
+        factor2 = 1;
+    }
+
+        /* Use 1 or 8 bpp, without colormap */
+    if (pixGetColormap(pixs))
+        pixr = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixr = pixClone(pixs);
+    pixGetDimensions(pixr, &w, &h, &d);
+    if (d == 1) {
+        pixg = pixClone(pixr);
+        minreversal = 1;  /* enforce this */
+    } else {
+        pixg = pixConvertTo8(pixr, 0);
+    }
+
+    nad = numaCreate(0);  /* output: samples in slow scan direction */
+    numaSetParameters(nad, 0, factor2);
+    if (dir == L_HORIZONTAL_LINE) {
+        start = (l_int32)(0.5 * (1.0 - fract) * (l_float32)w);
+        end = w - start;
+        if (last > h - 1) {
+            L_WARNING("last > h - 1; clipping\n", procName);
+            last = h - 1;
+        }
+        for (i = first; i <= last; i += factor2) {
+            naline = pixExtractOnLine(pixg, start, i, end, i, factor1);
+            numaCountReversals(naline, minreversal, &nr, NULL);
+            numaAddNumber(nad, nr);
+            numaDestroy(&naline);
+        }
+    } else if (dir == L_VERTICAL_LINE) {
+        start = (l_int32)(0.5 * (1.0 - fract) * (l_float32)h);
+        end = h - start;
+        if (last > w - 1) {
+            L_WARNING("last > w - 1; clipping\n", procName);
+            last = w - 1;
+        }
+        for (j = first; j <= last; j += factor2) {
+            naline = pixExtractOnLine(pixg, j, start, j, end, factor1);
+            numaCountReversals(naline, minreversal, &nr, NULL);
+            numaAddNumber(nad, nr);
+            numaDestroy(&naline);
+        }
+    }
+
+    pixDestroy(&pixr);
+    pixDestroy(&pixg);
+    return nad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                 Extract windowed variance along a line              *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixWindowedVarianceOnLine()
+ *
+ * \param[in]    pixs     8 bpp; no colormap
+ * \param[in]    dir      L_HORIZONTAL_LINE or L_VERTICAL_LINE
+ * \param[in]    loc      location of the constant coordinate for the line
+ * \param[in]    c1, c2   end point coordinates for the line
+ * \param[in]    size     window size; must be > 1
+ * \param[out]   pnad     windowed square root of variance
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned variance array traverses the line starting
+ *          from the smallest coordinate, min(c1,c2).
+ *      (2) Line end points are clipped to pixs.
+ *      (3) The reference point for the variance calculation is the center of
+ *          the window.  Therefore, the numa start parameter from
+ *          pixExtractOnLine() is incremented by %size/2,
+ *          to align the variance values with the pixel coordinate.
+ *      (4) The square root of the variance is the RMS deviation from the mean.
+ * 

+ */
+l_ok
+pixWindowedVarianceOnLine(PIX     *pixs,
+                          l_int32  dir,
+                          l_int32  loc,
+                          l_int32  c1,
+                          l_int32  c2,
+                          l_int32  size,
+                          NUMA   **pnad)
+{
+l_int32     i, j, w, h, cmin, cmax, maxloc, n, x, y;
+l_uint32    val;
+l_float32   norm, rootvar;
+l_float32  *array;
+l_float64   sum1, sum2, ave, var;
+NUMA       *na1, *nad;
+PTA        *pta;
+
+    PROCNAME("pixWindowedVarianceOnLine");
+
+    if (!pnad)
+        return ERROR_INT("&nad not defined", procName, 1);
+    *pnad = NULL;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8bpp", procName, 1);
+    if (size < 2)
+        return ERROR_INT("window size must be > 1", procName, 1);
+    if (dir != L_HORIZONTAL_LINE && dir != L_VERTICAL_LINE)
+        return ERROR_INT("invalid direction", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    maxloc = (dir == L_HORIZONTAL_LINE) ? h - 1 : w - 1;
+    if (loc < 0 || loc > maxloc)
+        return ERROR_INT("invalid line position", procName, 1);
+
+        /* Clip line to the image */
+    cmin = L_MIN(c1, c2);
+    cmax = L_MAX(c1, c2);
+    maxloc = (dir == L_HORIZONTAL_LINE) ? w - 1 : h - 1;
+    cmin = L_MAX(0, L_MIN(cmin, maxloc));
+    cmax = L_MAX(0, L_MIN(cmax, maxloc));
+    n = cmax - cmin + 1;
+
+        /* Generate pta along the line */
+    pta = ptaCreate(n);
+    if (dir == L_HORIZONTAL_LINE) {
+        for (i = cmin; i <= cmax; i++)
+            ptaAddPt(pta, i, loc);
+    } else {  /* vertical line */
+        for (i = cmin; i <= cmax; i++)
+            ptaAddPt(pta, loc, i);
+    }
+
+        /* Get numa of pixel values on the line */
+    na1 = numaCreate(n);
+    numaSetParameters(na1, cmin, 1);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        pixGetPixel(pixs, x, y, &val);
+        numaAddNumber(na1, val);
+    }
+    array = numaGetFArray(na1, L_NOCOPY);
+    ptaDestroy(&pta);
+
+        /* Compute root variance on overlapping windows */
+    nad = numaCreate(n);
+    *pnad = nad;
+    numaSetParameters(nad, cmin + size / 2, 1);
+    norm = 1.0 / (l_float32)size;
+    for (i = 0; i < n - size; i++) {  /* along the line */
+        sum1 = sum2 = 0;
+        for (j = 0; j < size; j++) {  /* over the window */
+            val = array[i + j];
+            sum1 += val;
+            sum2 += (l_float64)(val) * val;
+        }
+        ave = norm * sum1;
+        var = norm * sum2 - ave * ave;
+        rootvar = (l_float32)sqrt(var);
+        numaAddNumber(nad, rootvar);
+    }
+
+    numaDestroy(&na1);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *              Extract min/max of pixel values near lines             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixMinMaxNearLine()
+ *
+ * \param[in]    pixs        8 bpp; no colormap
+ * \param[in]    x1, y1      starting pt for line
+ * \param[in]    x2, y2      end pt for line
+ * \param[in]    dist        distance to search from line in each direction
+ * \param[in]    direction   L_SCAN_NEGATIVE, L_SCAN_POSITIVE, L_SCAN_BOTH
+ * \param[out]   pnamin      [optional] minimum values
+ * \param[out]   pnamax      [optional] maximum values
+ * \param[out]   pminave     [optional] average of minimum values
+ * \param[out]   pmaxave     [optional] average of maximum values
+ * \return  0 if OK; 1 on error or if there are no sampled points
+ *              within the image.
+ *
+ * 
+ * Notes:
+ *      (1) If the line is more horizontal than vertical, the values
+ *          are computed for [x1, x2], and the pixels are taken
+ *          below and/or above the local y-value.  Otherwise, the
+ *          values are computed for [y1, y2] and the pixels are taken
+ *          to the left and/or right of the local x value.
+ *      (2) %direction specifies which side (or both sides) of the
+ *          line are scanned for min and max values.
+ *      (3) There are two ways to tell if the returned values of min
+ *          and max averages are valid: the returned values cannot be
+ *          negative and the function must return 0.
+ *      (4) All accessed pixels are clipped to the pix.
+ * 

+ */
+l_ok
+pixMinMaxNearLine(PIX        *pixs,
+                  l_int32     x1,
+                  l_int32     y1,
+                  l_int32     x2,
+                  l_int32     y2,
+                  l_int32     dist,
+                  l_int32     direction,
+                  NUMA      **pnamin,
+                  NUMA      **pnamax,
+                  l_float32  *pminave,
+                  l_float32  *pmaxave)
+{
+l_int32    i, j, w, h, d, x, y, n, dir, found, minval, maxval, negloc, posloc;
+l_uint32   val;
+l_float32  sum;
+NUMA      *namin, *namax;
+PTA       *pta;
+
+    PROCNAME("pixMinMaxNearLine");
+
+    if (pnamin) *pnamin = NULL;
+    if (pnamax) *pnamax = NULL;
+    if (pminave) *pminave = UNDEF;
+    if (pmaxave) *pmaxave = UNDEF;
+    if (!pnamin && !pnamax && !pminave && !pmaxave)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 || pixGetColormap(pixs))
+        return ERROR_INT("pixs not 8 bpp or has colormap", procName, 1);
+    dist = L_ABS(dist);
+    if (direction != L_SCAN_NEGATIVE && direction != L_SCAN_POSITIVE &&
+        direction != L_SCAN_BOTH)
+        return ERROR_INT("invalid direction", procName, 1);
+
+    pta = generatePtaLine(x1, y1, x2, y2);
+    n = ptaGetCount(pta);
+    dir = (L_ABS(x1 - x2) == n - 1) ? L_HORIZ : L_VERT;
+    namin = numaCreate(n);
+    namax = numaCreate(n);
+    negloc = -dist;
+    posloc = dist;
+    if (direction == L_SCAN_NEGATIVE)
+        posloc = 0;
+    else if (direction == L_SCAN_POSITIVE)
+        negloc = 0;
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        minval = 255;
+        maxval = 0;
+        found = FALSE;
+        if (dir == L_HORIZ) {
+            if (x < 0 || x >= w) continue;
+            for (j = negloc; j <= posloc; j++) {
+                if (y + j < 0 || y + j >= h) continue;
+                pixGetPixel(pixs, x, y + j, &val);
+                found = TRUE;
+                if (val < minval) minval = val;
+                if (val > maxval) maxval = val;
+            }
+        } else {  /* dir == L_VERT */
+            if (y < 0 || y >= h) continue;
+            for (j = negloc; j <= posloc; j++) {
+                if (x + j < 0 || x + j >= w) continue;
+                pixGetPixel(pixs, x + j, y, &val);
+                found = TRUE;
+                if (val < minval) minval = val;
+                if (val > maxval) maxval = val;
+            }
+        }
+        if (found) {
+            numaAddNumber(namin, minval);
+            numaAddNumber(namax, maxval);
+        }
+    }
+
+    n = numaGetCount(namin);
+    if (n == 0) {
+        numaDestroy(&namin);
+        numaDestroy(&namax);
+        ptaDestroy(&pta);
+        return ERROR_INT("no output from this line", procName, 1);
+    }
+
+    if (pminave) {
+        numaGetSum(namin, &sum);
+        *pminave = sum / n;
+    }
+    if (pmaxave) {
+        numaGetSum(namax, &sum);
+        *pmaxave = sum / n;
+    }
+    if (pnamin)
+        *pnamin = namin;
+    else
+        numaDestroy(&namin);
+    if (pnamax)
+        *pnamax = namax;
+    else
+        numaDestroy(&namax);
+    ptaDestroy(&pta);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                     Rank row and column transforms                  *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixRankRowTransform()
+ *
+ * \param[in]    pixs   8 bpp; no colormap
+ * \return  pixd with pixels sorted in each row, from
+ *                    min to max value
+ *
+ * 
+ * Notes:
+ *     (1) The time is O(n) in the number of pixels and runs about
+ *         100 Mpixels/sec on a 3 GHz machine.
+ * 

+ */
+PIX *
+pixRankRowTransform(PIX  *pixs)
+{
+l_int32    i, j, k, m, w, h, wpl, val;
+l_int32    histo[256];
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixRankRowTransform");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+    if (pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs has a colormap", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixd = pixCreateTemplate(pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpl = pixGetWpl(pixs);
+    for (i = 0; i < h; i++) {
+        memset(histo, 0, 1024);
+        lines = datas + i * wpl;
+        lined = datad + i * wpl;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(lines, j);
+            histo[val]++;
+        }
+        for (m = 0, j = 0; m < 256; m++) {
+            for (k = 0; k < histo[m]; k++, j++)
+                SET_DATA_BYTE(lined, j, m);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRankColumnTransform()
+ *
+ * \param[in]    pixs   8 bpp; no colormap
+ * \return  pixd with pixels sorted in each column, from
+ *                    min to max value
+ *
+ * 
+ * Notes:
+ *     (1) The time is O(n) in the number of pixels and runs about
+ *         50 Mpixels/sec on a 3 GHz machine.
+ * 

+ */
+PIX *
+pixRankColumnTransform(PIX  *pixs)
+{
+l_int32    i, j, k, m, w, h, val;
+l_int32    histo[256];
+void     **lines8, **lined8;
+PIX       *pixd;
+
+    PROCNAME("pixRankColumnTransform");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+    if (pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs has a colormap", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixd = pixCreateTemplate(pixs);
+    lines8 = pixGetLinePtrs(pixs, NULL);
+    lined8 = pixGetLinePtrs(pixd, NULL);
+    for (j = 0; j < w; j++) {
+        memset(histo, 0, 1024);
+        for (i = 0; i < h; i++) {
+            val = GET_DATA_BYTE(lines8[i], j);
+            histo[val]++;
+        }
+        for (m = 0, i = 0; m < 256; m++) {
+            for (k = 0; k < histo[m]; k++, i++)
+                SET_DATA_BYTE(lined8[i], j, m);
+        }
+    }
+
+    LEPT_FREE(lines8);
+    LEPT_FREE(lined8);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/pixabasic.c b/3rdparty/hgOCR/leptonica/pixabasic.c
new file mode 100644
index 00000000..007550de
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixabasic.c
@@ -0,0 +1,3243 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+ /*!
+  * \file  pixabasic.c
+  * 
+  *
+  *      Pixa creation, destruction, copying
+  *           PIXA     *pixaCreate()
+  *           PIXA     *pixaCreateFromPix()
+  *           PIXA     *pixaCreateFromBoxa()
+  *           PIXA     *pixaSplitPix()
+  *           void      pixaDestroy()
+  *           PIXA     *pixaCopy()
+  *
+  *      Pixa addition
+  *           l_int32   pixaAddPix()
+  *           l_int32   pixaAddBox()
+  *           static l_int32   pixaExtendArray()
+  *           l_int32   pixaExtendArrayToSize()
+  *
+  *      Pixa accessors
+  *           l_int32   pixaGetCount()
+  *           l_int32   pixaChangeRefcount()
+  *           PIX      *pixaGetPix()
+  *           l_int32   pixaGetPixDimensions()
+  *           BOXA     *pixaGetBoxa()
+  *           l_int32   pixaGetBoxaCount()
+  *           BOX      *pixaGetBox()
+  *           l_int32   pixaGetBoxGeometry()
+  *           l_int32   pixaSetBoxa()
+  *           PIX     **pixaGetPixArray()
+  *           l_int32   pixaVerifyDepth()
+  *           l_int32   pixaVerifyDimensions()
+  *           l_int32   pixaIsFull()
+  *           l_int32   pixaCountText()
+  *           l_int32   pixaSetText()
+  *           void   ***pixaGetLinePtrs()
+  *
+  *      Pixa output info
+  *           l_int32   pixaWriteStreamInfo()
+  *
+  *      Pixa array modifiers
+  *           l_int32   pixaReplacePix()
+  *           l_int32   pixaInsertPix()
+  *           l_int32   pixaRemovePix()
+  *           l_int32   pixaRemovePixAndSave()
+  *           l_int32   pixaRemoveSelected()
+  *           l_int32   pixaInitFull()
+  *           l_int32   pixaClear()
+  *
+  *      Pixa and Pixaa combination
+  *           l_int32   pixaJoin()
+  *           PIXA     *pixaInterleave()
+  *           l_int32   pixaaJoin()
+  *
+  *      Pixaa creation, destruction
+  *           PIXAA    *pixaaCreate()
+  *           PIXAA    *pixaaCreateFromPixa()
+  *           void      pixaaDestroy()
+  *
+  *      Pixaa addition
+  *           l_int32   pixaaAddPixa()
+  *           l_int32   pixaaExtendArray()
+  *           l_int32   pixaaAddPix()
+  *           l_int32   pixaaAddBox()
+  *
+  *      Pixaa accessors
+  *           l_int32   pixaaGetCount()
+  *           PIXA     *pixaaGetPixa()
+  *           BOXA     *pixaaGetBoxa()
+  *           PIX      *pixaaGetPix()
+  *           l_int32   pixaaVerifyDepth()
+  *           l_int32   pixaaVerifyDimensions()
+  *           l_int32   pixaaIsFull()
+  *
+  *      Pixaa array modifiers
+  *           l_int32   pixaaInitFull()
+  *           l_int32   pixaaReplacePixa()
+  *           l_int32   pixaaClear()
+  *           l_int32   pixaaTruncate()
+  *
+  *      Pixa serialized I/O  (requires png support)
+  *           PIXA     *pixaRead()
+  *           PIXA     *pixaReadStream()
+  *           PIXA     *pixaReadMem()
+  *           l_int32   pixaWriteDebug()
+  *           l_int32   pixaWrite()
+  *           l_int32   pixaWriteStream()
+  *           l_int32   pixaWriteMem()
+  *           PIXA     *pixaReadBoth()
+  *
+  *      Pixaa serialized I/O  (requires png support)
+  *           PIXAA    *pixaaReadFromFiles()
+  *           PIXAA    *pixaaRead()
+  *           PIXAA    *pixaaReadStream()
+  *           PIXAA    *pixaaReadMem()
+  *           l_int32   pixaaWrite()
+  *           l_int32   pixaaWriteStream()
+  *           l_int32   pixaaWriteMem()
+  *
+  *
+  *   Important note on reference counting:
+  *     Reference counting for the Pixa is analogous to that for the Boxa.
+  *     See pix.h for details.   pixaCopy() provides three possible modes
+  *     of copy.  The basic rule is that however a Pixa is obtained
+  *     (e.g., from pixaCreate*(), pixaCopy(), or a Pixaa accessor),
+  *     it is necessary to call pixaDestroy() on it.
+  * 

+  */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include 
+#include "allheaders.h"
+
+  /* Bounds on initial array size */
+static const l_uint32  MaxPtrArraySize = 100000;
+static const l_int32 InitialPtrArraySize = 20;      /*!< n'importe quoi */
+
+	/* Static functions */
+static l_int32 pixaExtendArray(PIXA  *pixa);
+
+/*---------------------------------------------------------------------*
+ *                    Pixa creation, destruction, copy                 *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaCreate()
+  *
+  * \param[in]    n    initial number of ptrs
+  * \return  pixa, or NULL on error
+  *
+  * 
+  * Notes:
+  *      (1) This creates an empty boxa.
+  * 

+  */
+PIXA *
+pixaCreate(l_int32  n)
+{
+	PIXA  *pixa;
+
+	PROCNAME("pixaCreate");
+
+	if (n <= 0 || n > MaxPtrArraySize)
+		n = InitialPtrArraySize;
+
+	pixa = (PIXA *)LEPT_CALLOC(1, sizeof(PIXA));
+	pixa->n = 0;
+	pixa->nalloc = n;
+	pixa->refcount = 1;
+	pixa->pix = (PIX **)LEPT_CALLOC(n, sizeof(PIX *));
+	pixa->boxa = boxaCreate(n);
+	if (!pixa->pix || !pixa->boxa) {
+		pixaDestroy(&pixa);
+		return (PIXA *)ERROR_PTR("pix or boxa not made", procName, NULL);
+	}
+	return pixa;
+}
+
+
+/*!
+ * \brief   pixaCreateFromPix()
+ *
+ * \param[in]    pixs    with individual components on a lattice
+ * \param[in]    n       number of components
+ * \param[in]    cellw   width of each cell
+ * \param[in]    cellh   height of each cell
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For bpp = 1, we truncate each retrieved pix to the ON
+ *          pixels, which we assume for now start at (0,0)
+ * 

+ */
+PIXA *
+pixaCreateFromPix(PIX     *pixs,
+	l_int32  n,
+	l_int32  cellw,
+	l_int32  cellh)
+{
+	l_int32  w, h, d, nw, nh, i, j, index;
+	PIX     *pix1, *pix2;
+	PIXA    *pixa;
+
+	PROCNAME("pixaCreateFromPix");
+
+	if (!pixs)
+		return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL);
+	if (n <= 0)
+		return (PIXA *)ERROR_PTR("n must be > 0", procName, NULL);
+
+	if ((pixa = pixaCreate(n)) == NULL)
+		return (PIXA *)ERROR_PTR("pixa not made", procName, NULL);
+	pixGetDimensions(pixs, &w, &h, &d);
+	if ((pix1 = pixCreate(cellw, cellh, d)) == NULL) {
+		pixaDestroy(&pixa);
+		return (PIXA *)ERROR_PTR("pix1 not made", procName, NULL);
+	}
+
+	nw = (w + cellw - 1) / cellw;
+	nh = (h + cellh - 1) / cellh;
+	for (i = 0, index = 0; i < nh; i++) {
+		for (j = 0; j < nw && index < n; j++, index++) {
+			pixRasterop(pix1, 0, 0, cellw, cellh, PIX_SRC, pixs,
+				j * cellw, i * cellh);
+			if (d == 1 && !pixClipToForeground(pix1, &pix2, NULL))
+				pixaAddPix(pixa, pix2, L_INSERT);
+			else
+				pixaAddPix(pixa, pix1, L_COPY);
+		}
+	}
+
+	pixDestroy(&pix1);
+	return pixa;
+}
+
+
+/*!
+ * \brief   pixaCreateFromBoxa()
+ *
+ * \param[in]    pixs
+ * \param[in]    boxa
+ * \param[in]    start       first box to use
+ * \param[in]    num         number of boxes; use 0 to go to the end
+ * \param[out]   pcropwarn   [optional] TRUE if the boxa extent
+ *                           is larger than pixs.
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This simply extracts from pixs the region corresponding to each
+ *          box in the boxa.  To extract all the regions, set both %start
+ *          and %num to 0.
+ *      (2) The 5th arg is optional.  If the extent of the boxa exceeds the
+ *          size of the pixa, so that some boxes are either clipped
+ *          or entirely outside the pix, a warning is returned as TRUE.
+ *      (3) pixad will have only the properly clipped elements, and
+ *          the internal boxa will be correct.
+ * 

+ */
+PIXA *
+pixaCreateFromBoxa(PIX      *pixs,
+	BOXA     *boxa,
+	l_int32   start,
+	l_int32   num,
+	l_int32  *pcropwarn)
+{
+	l_int32  i, n, end, w, h, wbox, hbox, cropwarn;
+	BOX     *box, *boxc;
+	PIX     *pixd;
+	PIXA    *pixad;
+
+	PROCNAME("pixaCreateFromBoxa");
+
+	if (!pixs)
+		return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL);
+	if (!boxa)
+		return (PIXA *)ERROR_PTR("boxa not defined", procName, NULL);
+	if (num < 0)
+		return (PIXA *)ERROR_PTR("num must be >= 0", procName, NULL);
+
+	n = boxaGetCount(boxa);
+	end = (num == 0) ? n - 1 : L_MIN(start + num - 1, n - 1);
+	if ((pixad = pixaCreate(end - start + 1)) == NULL)
+		return (PIXA *)ERROR_PTR("pixad not made", procName, NULL);
+
+	boxaGetExtent(boxa, &wbox, &hbox, NULL);
+	pixGetDimensions(pixs, &w, &h, NULL);
+	cropwarn = FALSE;
+	if (wbox > w || hbox > h)
+		cropwarn = TRUE;
+	if (pcropwarn)
+		*pcropwarn = cropwarn;
+
+	for (i = start; i <= end; i++) {
+		box = boxaGetBox(boxa, i, L_COPY);
+		if (cropwarn) {  /* if box is outside pixs, pixd is NULL */
+			pixd = pixClipRectangle(pixs, box, &boxc);  /* may be NULL */
+			if (pixd) {
+				pixaAddPix(pixad, pixd, L_INSERT);
+				pixaAddBox(pixad, boxc, L_INSERT);
+			}
+			boxDestroy(&box);
+		}
+		else {
+			pixd = pixClipRectangle(pixs, box, NULL);
+			pixaAddPix(pixad, pixd, L_INSERT);
+			pixaAddBox(pixad, box, L_INSERT);
+		}
+	}
+
+	return pixad;
+}
+
+
+/*!
+ * \brief   pixaSplitPix()
+ *
+ * \param[in]    pixs          with individual components on a lattice
+ * \param[in]    nx            number of mosaic cells horizontally
+ * \param[in]    ny            number of mosaic cells vertically
+ * \param[in]    borderwidth   of added border on all sides
+ * \param[in]    bordercolor   in our RGBA format: 0xrrggbbaa
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a variant on pixaCreateFromPix(), where we
+ *          simply divide the image up into (approximately) equal
+ *          subunits.  If you want the subimages to have essentially
+ *          the same aspect ratio as the input pix, use nx = ny.
+ *      (2) If borderwidth is 0, we ignore the input bordercolor and
+ *          redefine it to white.
+ *      (3) The bordercolor is always used to initialize each tiled pix,
+ *          so that if the src is clipped, the unblitted part will
+ *          be this color.  This avoids 1 pixel wide black stripes at the
+ *          left and lower edges.
+ * 

+ */
+PIXA *
+pixaSplitPix(PIX      *pixs,
+	l_int32   nx,
+	l_int32   ny,
+	l_int32   borderwidth,
+	l_uint32  bordercolor)
+{
+	l_int32  w, h, d, cellw, cellh, i, j;
+	PIX     *pix1;
+	PIXA    *pixa;
+
+	PROCNAME("pixaSplitPix");
+
+	if (!pixs)
+		return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL);
+	if (nx <= 0 || ny <= 0)
+		return (PIXA *)ERROR_PTR("nx and ny must be > 0", procName, NULL);
+	borderwidth = L_MAX(0, borderwidth);
+
+	if ((pixa = pixaCreate(nx * ny)) == NULL)
+		return (PIXA *)ERROR_PTR("pixa not made", procName, NULL);
+	pixGetDimensions(pixs, &w, &h, &d);
+	cellw = (w + nx - 1) / nx;  /* round up */
+	cellh = (h + ny - 1) / ny;
+
+	for (i = 0; i < ny; i++) {
+		for (j = 0; j < nx; j++) {
+			if ((pix1 = pixCreate(cellw + 2 * borderwidth,
+				cellh + 2 * borderwidth, d)) == NULL) {
+				pixaDestroy(&pixa);
+				return (PIXA *)ERROR_PTR("pix1 not made", procName, NULL);
+			}
+			pixCopyColormap(pix1, pixs);
+			if (borderwidth == 0) {  /* initialize full image to white */
+				if (d == 1)
+					pixClearAll(pix1);
+				else
+					pixSetAll(pix1);
+			}
+			else {
+				pixSetAllArbitrary(pix1, bordercolor);
+			}
+			pixRasterop(pix1, borderwidth, borderwidth, cellw, cellh,
+				PIX_SRC, pixs, j * cellw, i * cellh);
+			pixaAddPix(pixa, pix1, L_INSERT);
+		}
+	}
+
+	return pixa;
+}
+
+
+/*!
+ * \brief   pixaDestroy()
+ *
+ * \param[in,out]  ppixa    use ptr address so it will be nulled
+ *
+ * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the pixa.
+ *      (2) Always nulls the input ptr.
+ * 

+ */
+void
+pixaDestroy(PIXA  **ppixa)
+{
+	l_int32  i;
+	PIXA    *pixa;
+
+	PROCNAME("pixaDestroy");
+
+	if (ppixa == NULL) {
+		L_WARNING("ptr address is NULL!\n", procName);
+		return;
+	}
+
+	if ((pixa = *ppixa) == NULL)
+		return;
+
+	/* Decrement the refcount.  If it is 0, destroy the pixa. */
+	pixaChangeRefcount(pixa, -1);
+	if (pixa->refcount <= 0) {
+		for (i = 0; i < pixa->n; i++)
+			pixDestroy(&pixa->pix[i]);
+		LEPT_FREE(pixa->pix);
+		boxaDestroy(&pixa->boxa);
+		LEPT_FREE(pixa);
+	}
+
+	*ppixa = NULL;
+	return;
+}
+
+
+/*!
+ * \brief   pixaCopy()
+ *
+ * \param[in]    pixa
+ * \param[in]    copyflag  see pix.h for details:
+ *                 L_COPY makes a new pixa and copies each pix and each box;
+ *                 L_CLONE gives a new ref-counted handle to the input pixa;
+ *                 L_COPY_CLONE makes a new pixa and inserts clones of
+ *                     all pix and boxes
+ * \return  new pixa, or NULL on error
+ */
+PIXA *
+pixaCopy(PIXA    *pixa,
+	l_int32  copyflag)
+{
+	l_int32  i, nb;
+	BOX     *boxc;
+	PIX     *pixc;
+	PIXA    *pixac;
+
+	PROCNAME("pixaCopy");
+
+	if (!pixa)
+		return (PIXA *)ERROR_PTR("pixa not defined", procName, NULL);
+
+	if (copyflag == L_CLONE) {
+		pixaChangeRefcount(pixa, 1);
+		return pixa;
+	}
+
+	if (copyflag != L_COPY && copyflag != L_COPY_CLONE)
+		return (PIXA *)ERROR_PTR("invalid copyflag", procName, NULL);
+
+	if ((pixac = pixaCreate(pixa->n)) == NULL)
+		return (PIXA *)ERROR_PTR("pixac not made", procName, NULL);
+	nb = pixaGetBoxaCount(pixa);
+	for (i = 0; i < pixa->n; i++) {
+		if (copyflag == L_COPY) {
+			pixc = pixaGetPix(pixa, i, L_COPY);
+			if (i < nb) boxc = pixaGetBox(pixa, i, L_COPY);
+		}
+		else {  /* copy-clone */
+			pixc = pixaGetPix(pixa, i, L_CLONE);
+			if (i < nb) boxc = pixaGetBox(pixa, i, L_CLONE);
+		}
+		pixaAddPix(pixac, pixc, L_INSERT);
+		if (i < nb) pixaAddBox(pixac, boxc, L_INSERT);
+	}
+
+	return pixac;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                              Pixa addition                          *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaAddPix()
+  *
+  * \param[in]    pixa
+  * \param[in]    pix        to be added
+  * \param[in]    copyflag   L_INSERT, L_COPY, L_CLONE
+  * \return  0 if OK; 1 on error
+  */
+l_ok
+pixaAddPix(PIXA    *pixa,
+	PIX     *pix,
+	l_int32  copyflag)
+{
+	l_int32  n;
+	PIX     *pixc;
+
+	PROCNAME("pixaAddPix");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (!pix)
+		return ERROR_INT("pix not defined", procName, 1);
+
+	if (copyflag == L_INSERT)
+		pixc = pix;
+	else if (copyflag == L_COPY)
+		pixc = pixCopy(NULL, pix);
+	else if (copyflag == L_CLONE)
+		pixc = pixClone(pix);
+	else
+		return ERROR_INT("invalid copyflag", procName, 1);
+	if (!pixc)
+		return ERROR_INT("pixc not made", procName, 1);
+
+	n = pixaGetCount(pixa);
+	if (n >= pixa->nalloc)
+		pixaExtendArray(pixa);
+	pixa->pix[n] = pixc;
+	pixa->n++;
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaAddBox()
+ *
+ * \param[in]    pixa
+ * \param[in]    box
+ * \param[in]    copyflag    L_INSERT, L_COPY, L_CLONE
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaAddBox(PIXA    *pixa,
+	BOX     *box,
+	l_int32  copyflag)
+{
+	PROCNAME("pixaAddBox");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (!box)
+		return ERROR_INT("box not defined", procName, 1);
+	if (copyflag != L_INSERT && copyflag != L_COPY && copyflag != L_CLONE)
+		return ERROR_INT("invalid copyflag", procName, 1);
+
+	boxaAddBox(pixa->boxa, box, copyflag);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaExtendArray()
+ *
+ * \param[in]    pixa
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Doubles the size of the pixa and boxa ptr arrays.
+ * 

+ */
+static l_int32
+pixaExtendArray(PIXA  *pixa)
+{
+	PROCNAME("pixaExtendArray");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	return pixaExtendArrayToSize(pixa, 2 * pixa->nalloc);
+}
+
+
+/*!
+ * \brief   pixaExtendArrayToSize()
+ *
+ * \param[in]    pixa
+ * \param[in]    size
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If necessary, reallocs new pixa and boxa ptrs arrays to %size.
+ *          The pixa and boxa ptr arrays must always be equal in size.
+ * 

+ */
+l_ok
+pixaExtendArrayToSize(PIXA    *pixa,
+	l_int32  size)
+{
+	PROCNAME("pixaExtendArrayToSize");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	if (size > pixa->nalloc) {
+		if ((pixa->pix = (PIX **)reallocNew((void **)&pixa->pix,
+			sizeof(PIX *) * pixa->nalloc,
+			size * sizeof(PIX *))) == NULL)
+			return ERROR_INT("new ptr array not returned", procName, 1);
+		pixa->nalloc = size;
+	}
+	return boxaExtendArrayToSize(pixa->boxa, size);
+}
+
+
+/*---------------------------------------------------------------------*
+ *                             Pixa accessors                          *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaGetCount()
+  *
+  * \param[in]    pixa
+  * \return  count, or 0 if no pixa
+  */
+l_int32
+pixaGetCount(PIXA  *pixa)
+{
+	PROCNAME("pixaGetCount");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 0);
+
+	return pixa->n;
+}
+
+
+/*!
+ * \brief   pixaChangeRefcount()
+ *
+ * \param[in]    pixa
+ * \param[in]    delta
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaChangeRefcount(PIXA    *pixa,
+	l_int32  delta)
+{
+	PROCNAME("pixaChangeRefcount");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	pixa->refcount += delta;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaGetPix()
+ *
+ * \param[in]    pixa
+ * \param[in]    index        to the index-th pix
+ * \param[in]    accesstype   L_COPY or L_CLONE
+ * \return  pix, or NULL on error
+ */
+PIX *
+pixaGetPix(PIXA    *pixa,
+	l_int32  index,
+	l_int32  accesstype)
+{
+	PIX  *pix;
+
+	PROCNAME("pixaGetPix");
+
+	if (!pixa)
+		return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+	if (index < 0 || index >= pixa->n)
+		return (PIX *)ERROR_PTR("index not valid", procName, NULL);
+	if ((pix = pixa->pix[index]) == NULL) {
+		L_ERROR("no pix at pixa[%d]\n", procName, index);
+		return (PIX *)ERROR_PTR("pix not found!", procName, NULL);
+	}
+
+	if (accesstype == L_COPY)
+		return pixCopy(NULL, pix);
+	else if (accesstype == L_CLONE)
+		return pixClone(pix);
+	else
+		return (PIX *)ERROR_PTR("invalid accesstype", procName, NULL);
+}
+
+
+/*!
+ * \brief   pixaGetPixDimensions()
+ *
+ * \param[in]    pixa
+ * \param[in]    index         to the index-th box
+ * \param[out]   pw, ph, pd    [optional] each can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaGetPixDimensions(PIXA     *pixa,
+	l_int32   index,
+	l_int32  *pw,
+	l_int32  *ph,
+	l_int32  *pd)
+{
+	PIX  *pix;
+
+	PROCNAME("pixaGetPixDimensions");
+
+	if (pw) *pw = 0;
+	if (ph) *ph = 0;
+	if (pd) *pd = 0;
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (index < 0 || index >= pixa->n)
+		return ERROR_INT("index not valid", procName, 1);
+
+	if ((pix = pixaGetPix(pixa, index, L_CLONE)) == NULL)
+		return ERROR_INT("pix not found!", procName, 1);
+	pixGetDimensions(pix, pw, ph, pd);
+	pixDestroy(&pix);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaGetBoxa()
+ *
+ * \param[in]    pixa
+ * \param[in]    accesstype   L_COPY, L_CLONE, L_COPY_CLONE
+ * \return  boxa, or NULL on error
+ */
+BOXA *
+pixaGetBoxa(PIXA    *pixa,
+	l_int32  accesstype)
+{
+	PROCNAME("pixaGetBoxa");
+
+	if (!pixa)
+		return (BOXA *)ERROR_PTR("pixa not defined", procName, NULL);
+	if (!pixa->boxa)
+		return (BOXA *)ERROR_PTR("boxa not defined", procName, NULL);
+	if (accesstype != L_COPY && accesstype != L_CLONE &&
+		accesstype != L_COPY_CLONE)
+		return (BOXA *)ERROR_PTR("invalid accesstype", procName, NULL);
+
+	return boxaCopy(pixa->boxa, accesstype);
+}
+
+
+/*!
+ * \brief   pixaGetBoxaCount()
+ *
+ * \param[in]    pixa
+ * \return  count, or 0 on error
+ */
+l_int32
+pixaGetBoxaCount(PIXA  *pixa)
+{
+	PROCNAME("pixaGetBoxaCount");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 0);
+
+	return boxaGetCount(pixa->boxa);
+}
+
+
+/*!
+ * \brief   pixaGetBox()
+ *
+ * \param[in]    pixa
+ * \param[in]    index        to the index-th pix
+ * \param[in]    accesstype   L_COPY or L_CLONE
+ * \return  box if null, not automatically an error, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) There is always a boxa with a pixa, and it is initialized so
+ *          that each box ptr is NULL.
+ *      (2) In general, we expect that there is either a box associated
+ *          with each pix, or no boxes at all in the boxa.
+ *      (3) Having no boxes is thus not an automatic error.  Whether it
+ *          is an actual error is determined by the calling program.
+ *          If the caller expects to get a box, it is an error; see, e.g.,
+ *          pixaGetBoxGeometry().
+ * 

+ */
+BOX *
+pixaGetBox(PIXA    *pixa,
+	l_int32  index,
+	l_int32  accesstype)
+{
+	BOX  *box;
+
+	PROCNAME("pixaGetBox");
+
+	if (!pixa)
+		return (BOX *)ERROR_PTR("pixa not defined", procName, NULL);
+	if (!pixa->boxa)
+		return (BOX *)ERROR_PTR("boxa not defined", procName, NULL);
+	if (index < 0 || index >= pixa->boxa->n)
+		return (BOX *)ERROR_PTR("index not valid", procName, NULL);
+	if (accesstype != L_COPY && accesstype != L_CLONE)
+		return (BOX *)ERROR_PTR("invalid accesstype", procName, NULL);
+
+	box = pixa->boxa->box[index];
+	if (box) {
+		if (accesstype == L_COPY)
+			return boxCopy(box);
+		else  /* accesstype == L_CLONE */
+			return boxClone(box);
+	}
+	else {
+		return NULL;
+	}
+}
+
+
+/*!
+ * \brief   pixaGetBoxGeometry()
+ *
+ * \param[in]    pixa
+ * \param[in]    index            to the index-th box
+ * \param[out]   px, py, pw, ph   [optional] each can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaGetBoxGeometry(PIXA     *pixa,
+	l_int32   index,
+	l_int32  *px,
+	l_int32  *py,
+	l_int32  *pw,
+	l_int32  *ph)
+{
+	BOX  *box;
+
+	PROCNAME("pixaGetBoxGeometry");
+
+	if (px) *px = 0;
+	if (py) *py = 0;
+	if (pw) *pw = 0;
+	if (ph) *ph = 0;
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (index < 0 || index >= pixa->n)
+		return ERROR_INT("index not valid", procName, 1);
+
+	if ((box = pixaGetBox(pixa, index, L_CLONE)) == NULL)
+		return ERROR_INT("box not found!", procName, 1);
+	boxGetGeometry(box, px, py, pw, ph);
+	boxDestroy(&box);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaSetBoxa()
+ *
+ * \param[in]    pixa
+ * \param[in]    boxa
+ * \param[in]    accesstype   L_INSERT, L_COPY, L_CLONE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This destroys the existing boxa in the pixa.
+ * 

+ */
+l_ok
+pixaSetBoxa(PIXA    *pixa,
+	BOXA    *boxa,
+	l_int32  accesstype)
+{
+	PROCNAME("pixaSetBoxa");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (!boxa)
+		return ERROR_INT("boxa not defined", procName, 1);
+	if (accesstype != L_INSERT && accesstype != L_COPY &&
+		accesstype != L_CLONE)
+		return ERROR_INT("invalid access type", procName, 1);
+
+	boxaDestroy(&pixa->boxa);
+	if (accesstype == L_INSERT)
+		pixa->boxa = boxa;
+	else
+		pixa->boxa = boxaCopy(boxa, accesstype);
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaGetPixArray()
+ *
+ * \param[in]    pixa
+ * \return  pix array, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns a ptr to the actual array.  The array is
+ *          owned by the pixa, so it must not be destroyed.
+ *      (2) The caller should always check if the return value is NULL
+ *          before accessing any of the pix ptrs in this array!
+ * 

+ */
+PIX **
+pixaGetPixArray(PIXA  *pixa)
+{
+	PROCNAME("pixaGetPixArray");
+
+	if (!pixa)
+		return (PIX **)ERROR_PTR("pixa not defined", procName, NULL);
+
+	return pixa->pix;
+}
+
+
+/*!
+ * \brief   pixaVerifyDepth()
+ *
+ * \param[in]    pixa
+ * \param[out]   psame   1 if depth is the same for all pix; 0 otherwise
+ * \param[out]   pmaxd   [optional] max depth of all pix
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) It is considered to be an error if there are no pix.
+ * 

+ */
+l_ok
+pixaVerifyDepth(PIXA     *pixa,
+	l_int32  *psame,
+	l_int32  *pmaxd)
+{
+	l_int32  i, n, d, maxd, same;
+
+	PROCNAME("pixaVerifyDepth");
+
+	if (pmaxd) *pmaxd = 0;
+	if (!psame)
+		return ERROR_INT("psame not defined", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if ((n = pixaGetCount(pixa)) == 0)
+		return ERROR_INT("no pix in pixa", procName, 1);
+
+	same = 1;
+	pixaGetPixDimensions(pixa, 0, NULL, NULL, &maxd);
+	for (i = 1; i < n; i++) {
+		if (pixaGetPixDimensions(pixa, i, NULL, NULL, &d))
+			return ERROR_INT("pix depth not found", procName, 1);
+		maxd = L_MAX(maxd, d);
+		if (d != maxd)
+			same = 0;
+	}
+	*psame = same;
+	if (pmaxd) *pmaxd = maxd;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaVerifyDimensions()
+ *
+ * \param[in]    pixa
+ * \param[out]   psame   1 if dimensions are the same for all pix; 0 otherwise
+ * \param[out]   pmaxw   [optional] max width of all pix
+ * \param[out]   pmaxh   [optional] max height of all pix
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) It is considered to be an error if there are no pix.
+ * 

+ */
+l_ok
+pixaVerifyDimensions(PIXA     *pixa,
+	l_int32  *psame,
+	l_int32  *pmaxw,
+	l_int32  *pmaxh)
+{
+	l_int32  i, n, w, h, maxw, maxh, same;
+
+	PROCNAME("pixaVerifyDimensions");
+
+	if (pmaxw) *pmaxw = 0;
+	if (pmaxh) *pmaxh = 0;
+	if (!psame)
+		return ERROR_INT("psame not defined", procName, 1);
+	*psame = 0;
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if ((n = pixaGetCount(pixa)) == 0)
+		return ERROR_INT("no pix in pixa", procName, 1);
+
+	same = 1;
+	pixaGetPixDimensions(pixa, 0, &maxw, &maxh, NULL);
+	for (i = 1; i < n; i++) {
+		if (pixaGetPixDimensions(pixa, i, &w, &h, NULL))
+			return ERROR_INT("pix dimensions not found", procName, 1);
+		maxw = L_MAX(maxw, w);
+		maxh = L_MAX(maxh, h);
+		if (w != maxw || h != maxh)
+			same = 0;
+	}
+	*psame = same;
+	if (pmaxw) *pmaxw = maxw;
+	if (pmaxh) *pmaxh = maxh;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaIsFull()
+ *
+ * \param[in]    pixa
+ * \param[out]   pfullpa   [optional] 1 if pixa is full
+ * \param[out]   pfullba   [optional] 1 if boxa is full
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) A pixa is "full" if the array of pix is fully
+ *          occupied from index 0 to index (pixa->n - 1).
+ * 

+ */
+l_ok
+pixaIsFull(PIXA     *pixa,
+	l_int32  *pfullpa,
+	l_int32  *pfullba)
+{
+	l_int32  i, n, full;
+	BOXA    *boxa;
+	PIX     *pix;
+
+	PROCNAME("pixaIsFull");
+
+	if (pfullpa) *pfullpa = 0;
+	if (pfullba) *pfullba = 0;
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = pixaGetCount(pixa);
+	if (pfullpa) {
+		full = 1;
+		for (i = 0; i < n; i++) {
+			if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL) {
+				full = 0;
+				break;
+			}
+			pixDestroy(&pix);
+		}
+		*pfullpa = full;
+	}
+	if (pfullba) {
+		boxa = pixaGetBoxa(pixa, L_CLONE);
+		boxaIsFull(boxa, pfullba);
+		boxaDestroy(&boxa);
+	}
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaCountText()
+ *
+ * \param[in]    pixa
+ * \param[out]   pntext    number of pix with non-empty text strings
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) All pix have non-empty text strings if the returned value %ntext
+ *          equals the pixa count.
+ * 

+ */
+l_ok
+pixaCountText(PIXA     *pixa,
+	l_int32  *pntext)
+{
+	char    *text;
+	l_int32  i, n;
+	PIX     *pix;
+
+	PROCNAME("pixaCountText");
+
+	if (!pntext)
+		return ERROR_INT("&ntext not defined", procName, 1);
+	*pntext = 0;
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = pixaGetCount(pixa);
+	for (i = 0; i < n; i++) {
+		if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL)
+			continue;
+		text = pixGetText(pix);
+		if (text && strlen(text) > 0)
+			(*pntext)++;
+		pixDestroy(&pix);
+	}
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaSetText()
+ *
+ * \param[in]    pixa
+ * \param[in]    text  [optional] single text string, to insert in each pix
+ * \param[in]    sa    [optional] array of text strings, to insert in each pix
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) To clear all the text fields, use %sa == NULL and %text == NULL.
+ *      (2) To set all the text fields to the same value %text, use %sa = NULL.
+ *      (3) If %sa is defined, we ignore %text and use it; %sa must have
+ *          the same count as %pixa.
+ * 

+ */
+l_ok
+pixaSetText(PIXA        *pixa,
+	const char  *text,
+	SARRAY      *sa)
+{
+	char    *str;
+	l_int32  i, n;
+	PIX     *pix;
+
+	PROCNAME("pixaSetText");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = pixaGetCount(pixa);
+	if (sa && (sarrayGetCount(sa) != n))
+		return ERROR_INT("pixa and sa sizes differ", procName, 1);
+
+	if (!sa) {
+		for (i = 0; i < n; i++) {
+			if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL)
+				continue;
+			pixSetText(pix, text);
+			pixDestroy(&pix);
+		}
+		return 0;
+	}
+
+	for (i = 0; i < n; i++) {
+		if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL)
+			continue;
+		str = sarrayGetString(sa, i, L_NOCOPY);
+		pixSetText(pix, str);
+		pixDestroy(&pix);
+	}
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaGetLinePtrs()
+ *
+ * \param[in]    pixa    of pix that all have the same depth
+ * \param[out]   psize   [optional] number of pix in the pixa
+ * \return  array of array of line ptrs, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixGetLinePtrs() for details.
+ *      (2) It is best if all pix in the pixa are the same size.
+ *          The size of each line ptr array is equal to the height
+ *          of the pix that it refers to.
+ *      (3) This is an array of arrays.  To destroy it:
+ *            for (i = 0; i < size; i++)
+ *                LEPT_FREE(lineset[i]);
+ *            LEPT_FREE(lineset);
+ * 

+ */
+void ***
+pixaGetLinePtrs(PIXA     *pixa,
+	l_int32  *psize)
+{
+	l_int32  i, n, same;
+	void   **lineptrs;
+	void  ***lineset;
+	PIX     *pix;
+
+	PROCNAME("pixaGetLinePtrs");
+
+	if (psize) *psize = 0;
+	if (!pixa)
+		return (void ***)ERROR_PTR("pixa not defined", procName, NULL);
+	pixaVerifyDepth(pixa, &same, NULL);
+	if (!same)
+		return (void ***)ERROR_PTR("pixa not all same depth", procName, NULL);
+	n = pixaGetCount(pixa);
+	if (psize) *psize = n;
+	if ((lineset = (void ***)LEPT_CALLOC(n, sizeof(void **))) == NULL)
+		return (void ***)ERROR_PTR("lineset not made", procName, NULL);
+	for (i = 0; i < n; i++) {
+		pix = pixaGetPix(pixa, i, L_CLONE);
+		lineptrs = pixGetLinePtrs(pix, NULL);
+		lineset[i] = lineptrs;
+		pixDestroy(&pix);
+	}
+
+	return lineset;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Pixa output info                            *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaWriteStreamInfo()
+  *
+  * \param[in]    fp     file stream
+  * \param[in]    pixa
+  * \return  0 if OK, 1 on error.
+  *
+  * 
+  * Notes:
+  *      (1) For each pix in the pixa, write out the pix dimensions, spp,
+  *          text string (if it exists), and cmap info.
+  * 

+  */
+l_ok
+pixaWriteStreamInfo(FILE  *fp,
+	PIXA  *pixa)
+{
+	char     *text;
+	l_int32   i, n, w, h, d, spp, count, hastext;
+	PIX      *pix;
+	PIXCMAP  *cmap;
+
+	PROCNAME("pixaWriteStreamInfo");
+
+	if (!fp)
+		return ERROR_INT("stream not defined", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = pixaGetCount(pixa);
+	for (i = 0; i < n; i++) {
+		if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL) {
+			fprintf(fp, "%d: no pix at this index\n", i);
+			continue;
+		}
+		pixGetDimensions(pix, &w, &h, &d);
+		spp = pixGetSpp(pix);
+		text = pixGetText(pix);
+		hastext = (text && strlen(text) > 0);
+		if ((cmap = pixGetColormap(pix)) != NULL)
+			count = pixcmapGetCount(cmap);
+		fprintf(fp, "Pix %d: w = %d, h = %d, d = %d, spp = %d",
+			i, w, h, d, spp);
+		if (cmap) fprintf(fp, ", cmap(%d colors)", count);
+		if (hastext) fprintf(fp, ", text = %s", text);
+		fprintf(fp, "\n");
+		pixDestroy(&pix);
+	}
+
+	return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Pixa array modifiers                          *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaReplacePix()
+  *
+  * \param[in]    pixa
+  * \param[in]    index   to the index-th pix
+  * \param[in]    pix     insert to replace existing one
+  * \param[in]    box     [optional] insert to replace existing
+  * \return  0 if OK, 1 on error
+  *
+  * 
+  * Notes:
+  *      (1) In-place replacement of one pix.
+  *      (2) The previous pix at that location is destroyed.
+  * 

+  */
+l_ok
+pixaReplacePix(PIXA    *pixa,
+	l_int32  index,
+	PIX     *pix,
+	BOX     *box)
+{
+	BOXA  *boxa;
+
+	PROCNAME("pixaReplacePix");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (index < 0 || index >= pixa->n)
+		return ERROR_INT("index not valid", procName, 1);
+	if (!pix)
+		return ERROR_INT("pix not defined", procName, 1);
+
+	pixDestroy(&(pixa->pix[index]));
+	pixa->pix[index] = pix;
+
+	if (box) {
+		boxa = pixa->boxa;
+		if (index > boxa->n)
+			return ERROR_INT("boxa index not valid", procName, 1);
+		boxaReplaceBox(boxa, index, box);
+	}
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaInsertPix()
+ *
+ * \param[in]    pixa
+ * \param[in]    index   at which pix is to be inserted
+ * \param[in]    pixs    new pix to be inserted
+ * \param[in]    box     [optional] new box to be inserted
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This shifts pixa[i] --> pixa[i + 1] for all i >= index,
+ *          and then inserts at pixa[index].
+ *      (2) To insert at the beginning of the array, set index = 0.
+ *      (3) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *      (4) To append a pix to a pixa, it's easier to use pixaAddPix().
+ * 

+ */
+l_ok
+pixaInsertPix(PIXA    *pixa,
+	l_int32  index,
+	PIX     *pixs,
+	BOX     *box)
+{
+	l_int32  i, n;
+
+	PROCNAME("pixaInsertPix");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	n = pixaGetCount(pixa);
+	if (index < 0 || index > n)
+		return ERROR_INT("index not in {0...n}", procName, 1);
+	if (!pixs)
+		return ERROR_INT("pixs not defined", procName, 1);
+
+	if (n >= pixa->nalloc) {  /* extend both ptr arrays */
+		pixaExtendArray(pixa);
+		boxaExtendArray(pixa->boxa);
+	}
+	pixa->n++;
+	for (i = n; i > index; i--)
+		pixa->pix[i] = pixa->pix[i - 1];
+	pixa->pix[index] = pixs;
+
+	/* Optionally, insert the box */
+	if (box)
+		boxaInsertBox(pixa->boxa, index, box);
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaRemovePix()
+ *
+ * \param[in]    pixa
+ * \param[in]    index    of pix to be removed
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This shifts pixa[i] --> pixa[i - 1] for all i > index.
+ *      (2) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *      (3) The corresponding box is removed as well, if it exists.
+ * 

+ */
+l_ok
+pixaRemovePix(PIXA    *pixa,
+	l_int32  index)
+{
+	l_int32  i, n, nbox;
+	BOXA    *boxa;
+	PIX    **array;
+
+	PROCNAME("pixaRemovePix");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	n = pixaGetCount(pixa);
+	if (index < 0 || index >= n)
+		return ERROR_INT("index not in {0...n - 1}", procName, 1);
+
+	/* Remove the pix */
+	array = pixa->pix;
+	pixDestroy(&array[index]);
+	for (i = index + 1; i < n; i++)
+		array[i - 1] = array[i];
+	array[n - 1] = NULL;
+	pixa->n--;
+
+	/* Remove the box if it exists */
+	boxa = pixa->boxa;
+	nbox = boxaGetCount(boxa);
+	if (index < nbox)
+		boxaRemoveBox(boxa, index);
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaRemovePixAndSave()
+ *
+ * \param[in]    pixa
+ * \param[in]    index   of pix to be removed
+ * \param[out]   ppix    [optional] removed pix
+ * \param[out]   pbox    [optional] removed box
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This shifts pixa[i] --> pixa[i - 1] for all i > index.
+ *      (2) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ *      (3) The corresponding box is removed as well, if it exists.
+ *      (4) The removed pix and box can either be retained or destroyed.
+ * 

+ */
+l_ok
+pixaRemovePixAndSave(PIXA    *pixa,
+	l_int32  index,
+	PIX    **ppix,
+	BOX    **pbox)
+{
+	l_int32  i, n, nbox;
+	BOXA    *boxa;
+	PIX    **array;
+
+	PROCNAME("pixaRemovePixAndSave");
+
+	if (ppix) *ppix = NULL;
+	if (pbox) *pbox = NULL;
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	n = pixaGetCount(pixa);
+	if (index < 0 || index >= n)
+		return ERROR_INT("index not in {0...n - 1}", procName, 1);
+
+	/* Remove the pix */
+	array = pixa->pix;
+	if (ppix)
+		*ppix = pixaGetPix(pixa, index, L_CLONE);
+	pixDestroy(&array[index]);
+	for (i = index + 1; i < n; i++)
+		array[i - 1] = array[i];
+	array[n - 1] = NULL;
+	pixa->n--;
+
+	/* Remove the box if it exists  */
+	boxa = pixa->boxa;
+	nbox = boxaGetCount(boxa);
+	if (index < nbox)
+		boxaRemoveBoxAndSave(boxa, index, pbox);
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaRemoveSelected()
+ *
+ * \param[in]    pixa
+ * \param[in]    naindex   numa of indices of pix to be removed
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives error messages for invalid indices
+ * 

+ */
+l_ok
+pixaRemoveSelected(PIXA  *pixa,
+	NUMA  *naindex)
+{
+	l_int32  i, n, index;
+	NUMA    *na1;
+
+	PROCNAME("pixaRemoveSelected");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (!naindex)
+		return ERROR_INT("naindex not defined", procName, 1);
+	if ((n = numaGetCount(naindex)) == 0)
+		return ERROR_INT("naindex is empty", procName, 1);
+
+	/* Remove from highest indices first */
+	na1 = numaSort(NULL, naindex, L_SORT_DECREASING);
+	for (i = 0; i < n; i++) {
+		numaGetIValue(na1, i, &index);
+		pixaRemovePix(pixa, index);
+	}
+	numaDestroy(&na1);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaInitFull()
+ *
+ * \param[in]    pixa   typically empty
+ * \param[in]    pix    [optional] to be replicated to the entire pixa ptr array
+ * \param[in]    box    [optional] to be replicated to the entire boxa ptr array
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This initializes a pixa by filling up the entire pix ptr array
+ *          with copies of %pix.  If %pix == NULL, we use a tiny placeholder
+ *          pix (w = h = d = 1).  Any existing pix are destroyed.
+ *          It also optionally fills the boxa with copies of %box.
+ *          After this operation, the numbers of pix and (optionally)
+ *          boxes are equal to the number of allocated ptrs.
+ *      (2) Note that we use pixaReplacePix() instead of pixaInsertPix().
+ *          They both have the same effect when inserting into a NULL ptr
+ *          in the pixa ptr array:
+ *      (3) If the boxa is not initialized (i.e., filled with boxes),
+ *          later insertion of boxes will cause an error, because the
+ *          'n' field is 0.
+ *      (4) Example usage.  This function is useful to prepare for a
+ *          random insertion (or replacement) of pix into a pixa.
+ *          To randomly insert pix into a pixa, without boxes, up to
+ *          some index "max":
+ *             Pixa *pixa = pixaCreate(max);
+ *             pixaInitFull(pixa, NULL, NULL);
+ *          An existing pixa with a smaller ptr array can also be reused:
+ *             pixaExtendArrayToSize(pixa, max);
+ *             pixaInitFull(pixa, NULL, NULL);
+ *          The initialization allows the pixa to always be properly
+ *          filled, even if all pix (and boxes) are not later replaced.
+ * 

+ */
+l_ok
+pixaInitFull(PIXA  *pixa,
+	PIX   *pix,
+	BOX   *box)
+{
+	l_int32  i, n;
+	PIX     *pix1;
+
+	PROCNAME("pixaInitFull");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = pixa->nalloc;
+	pixa->n = n;
+	for (i = 0; i < n; i++) {
+		if (pix)
+			pix1 = pixCopy(NULL, pix);
+		else
+			pix1 = pixCreate(1, 1, 1);
+		pixaReplacePix(pixa, i, pix1, NULL);
+	}
+	if (box)
+		boxaInitFull(pixa->boxa, box);
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaClear()
+ *
+ * \param[in]    pixa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This destroys all pix in the pixa, as well as
+ *          all boxes in the boxa.  The ptrs in the pix ptr array
+ *          are all null'd.  The number of allocated pix, n, is set to 0.
+ * 

+ */
+l_ok
+pixaClear(PIXA  *pixa)
+{
+	l_int32  i, n;
+
+	PROCNAME("pixaClear");
+
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = pixaGetCount(pixa);
+	for (i = 0; i < n; i++)
+		pixDestroy(&pixa->pix[i]);
+	pixa->n = 0;
+	return boxaClear(pixa->boxa);
+}
+
+
+/*---------------------------------------------------------------------*
+ *                      Pixa and Pixaa combination                     *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaJoin()
+  *
+  * \param[in]    pixad    dest pixa; add to this one
+  * \param[in]    pixas    [optional] source pixa; add from this one
+  * \param[in]    istart   starting index in pixas
+  * \param[in]    iend     ending index in pixas; use -1 to cat all
+  * \return  0 if OK, 1 on error
+  *
+  * 
+  * Notes:
+  *      (1) This appends a clone of each indicated pix in pixas to pixad
+  *      (2) istart < 0 is taken to mean 'read from the start' (istart = 0)
+  *      (3) iend < 0 means 'read to the end'
+  *      (4) If pixas is NULL or contains no pix, this is a no-op.
+  * 

+  */
+l_ok
+pixaJoin(PIXA    *pixad,
+	PIXA    *pixas,
+	l_int32  istart,
+	l_int32  iend)
+{
+	l_int32  i, n, nb;
+	BOXA    *boxas, *boxad;
+	PIX     *pix;
+
+	PROCNAME("pixaJoin");
+
+	if (!pixad)
+		return ERROR_INT("pixad not defined", procName, 1);
+	if (!pixas || ((n = pixaGetCount(pixas)) == 0))
+		return 0;
+
+	if (istart < 0)
+		istart = 0;
+	if (iend < 0 || iend >= n)
+		iend = n - 1;
+	if (istart > iend)
+		return ERROR_INT("istart > iend; nothing to add", procName, 1);
+
+	for (i = istart; i <= iend; i++) {
+		pix = pixaGetPix(pixas, i, L_CLONE);
+		pixaAddPix(pixad, pix, L_INSERT);
+	}
+
+	boxas = pixaGetBoxa(pixas, L_CLONE);
+	boxad = pixaGetBoxa(pixad, L_CLONE);
+	nb = pixaGetBoxaCount(pixas);
+	iend = L_MIN(iend, nb - 1);
+	boxaJoin(boxad, boxas, istart, iend);
+	boxaDestroy(&boxas);  /* just the clones */
+	boxaDestroy(&boxad);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaInterleave()
+ *
+ * \param[in]    pixa1      first src pixa
+ * \param[in]    pixa2      second src pixa
+ * \param[in]    copyflag   L_CLONE, L_COPY
+ * \return  pixa  interleaved from sources, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) %copyflag determines if the pix are copied or cloned.
+ *          The boxes, if they exist, are copied.
+ *      (2) If the two pixa have different sizes, a warning is issued,
+ *          and the number of pairs returned is the minimum size.
+ * 

+ */
+PIXA *
+pixaInterleave(PIXA    *pixa1,
+	PIXA    *pixa2,
+	l_int32  copyflag)
+{
+	l_int32  i, n1, n2, n, nb1, nb2;
+	BOX     *box;
+	PIX     *pix;
+	PIXA    *pixad;
+
+	PROCNAME("pixaInterleave");
+
+	if (!pixa1)
+		return (PIXA *)ERROR_PTR("pixa1 not defined", procName, NULL);
+	if (!pixa2)
+		return (PIXA *)ERROR_PTR("pixa2 not defined", procName, NULL);
+	if (copyflag != L_COPY && copyflag != L_CLONE)
+		return (PIXA *)ERROR_PTR("invalid copyflag", procName, NULL);
+	n1 = pixaGetCount(pixa1);
+	n2 = pixaGetCount(pixa2);
+	n = L_MIN(n1, n2);
+	if (n == 0)
+		return (PIXA *)ERROR_PTR("at least one input pixa is empty",
+			procName, NULL);
+	if (n1 != n2)
+		L_WARNING("counts differ: %d != %d\n", procName, n1, n2);
+
+	pixad = pixaCreate(2 * n);
+	nb1 = pixaGetBoxaCount(pixa1);
+	nb2 = pixaGetBoxaCount(pixa2);
+	for (i = 0; i < n; i++) {
+		pix = pixaGetPix(pixa1, i, copyflag);
+		pixaAddPix(pixad, pix, L_INSERT);
+		if (i < nb1) {
+			box = pixaGetBox(pixa1, i, L_COPY);
+			pixaAddBox(pixad, box, L_INSERT);
+		}
+		pix = pixaGetPix(pixa2, i, copyflag);
+		pixaAddPix(pixad, pix, L_INSERT);
+		if (i < nb2) {
+			box = pixaGetBox(pixa2, i, L_COPY);
+			pixaAddBox(pixad, box, L_INSERT);
+		}
+	}
+
+	return pixad;
+}
+
+
+/*!
+ * \brief   pixaaJoin()
+ *
+ * \param[in]    paad     dest pixaa; add to this one
+ * \param[in]    paas     [optional] source pixaa; add from this one
+ * \param[in]    istart   starting index in pixaas
+ * \param[in]    iend     ending index in pixaas; use -1 to cat all
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This appends a clone of each indicated pixa in paas to pixaad
+ *      (2) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (3) iend < 0 means 'read to the end'
+ * 

+ */
+l_ok
+pixaaJoin(PIXAA   *paad,
+	PIXAA   *paas,
+	l_int32  istart,
+	l_int32  iend)
+{
+	l_int32  i, n;
+	PIXA    *pixa;
+
+	PROCNAME("pixaaJoin");
+
+	if (!paad)
+		return ERROR_INT("pixaad not defined", procName, 1);
+	if (!paas)
+		return 0;
+
+	if (istart < 0)
+		istart = 0;
+	n = pixaaGetCount(paas, NULL);
+	if (iend < 0 || iend >= n)
+		iend = n - 1;
+	if (istart > iend)
+		return ERROR_INT("istart > iend; nothing to add", procName, 1);
+
+	for (i = istart; i <= iend; i++) {
+		pixa = pixaaGetPixa(paas, i, L_CLONE);
+		pixaaAddPixa(paad, pixa, L_INSERT);
+	}
+
+	return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                    Pixaa creation and destruction                   *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaaCreate()
+  *
+  * \param[in]    n    initial number of pixa ptrs
+  * \return  paa, or NULL on error
+  *
+  * 
+  * Notes:
+  *      (1) A pixaa provides a 2-level hierarchy of images.
+  *          A common use is for segmentation masks, which are
+  *          inexpensive to store in png format.
+  *      (2) For example, suppose you want a mask for each textline
+  *          in a two-column page.  The textline masks for each column
+  *          can be represented by a pixa, of which there are 2 in the pixaa.
+  *          The boxes for the textline mask components within a column
+  *          can have their origin referred to the column rather than the page.
+  *          Then the boxa field can be used to represent the two box (regions)
+  *          for the columns, and the (x,y) components of each box can
+  *          be used to get the absolute position of the textlines on
+  *          the page.
+  * 

+  */
+PIXAA *
+pixaaCreate(l_int32  n)
+{
+	PIXAA  *paa;
+
+	PROCNAME("pixaaCreate");
+
+	if (n <= 0 || n > MaxPtrArraySize)
+		n = InitialPtrArraySize;
+
+	paa = (PIXAA *)LEPT_CALLOC(1, sizeof(PIXAA));
+	paa->n = 0;
+	paa->nalloc = n;
+	if ((paa->pixa = (PIXA **)LEPT_CALLOC(n, sizeof(PIXA *))) == NULL) {
+		pixaaDestroy(&paa);
+		return (PIXAA *)ERROR_PTR("pixa ptrs not made", procName, NULL);
+	}
+	paa->boxa = boxaCreate(n);
+
+	return paa;
+}
+
+
+/*!
+ * \brief   pixaaCreateFromPixa()
+ *
+ * \param[in]    pixa
+ * \param[in]    n          number specifying subdivision of pixa
+ * \param[in]    type       L_CHOOSE_CONSECUTIVE, L_CHOOSE_SKIP_BY
+ * \param[in]    copyflag   L_CLONE, L_COPY
+ * \return  paa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This subdivides a pixa into a set of smaller pixa that
+ *          are accumulated into a pixaa.
+ *      (2) If type == L_CHOOSE_CONSECUTIVE, the first 'n' pix are
+ *          put in a pixa and added to pixaa, then the next 'n', etc.
+ *          If type == L_CHOOSE_SKIP_BY, the first pixa is made by
+ *          aggregating pix[0], pix[n], pix[2*n], etc.
+ *      (3) The copyflag specifies if each new pix is a copy or a clone.
+ * 

+ */
+PIXAA *
+pixaaCreateFromPixa(PIXA    *pixa,
+	l_int32  n,
+	l_int32  type,
+	l_int32  copyflag)
+{
+	l_int32  count, i, j, npixa;
+	PIX     *pix;
+	PIXA    *pixat;
+	PIXAA   *paa;
+
+	PROCNAME("pixaaCreateFromPixa");
+
+	if (!pixa)
+		return (PIXAA *)ERROR_PTR("pixa not defined", procName, NULL);
+	count = pixaGetCount(pixa);
+	if (count == 0)
+		return (PIXAA *)ERROR_PTR("no pix in pixa", procName, NULL);
+	if (n <= 0)
+		return (PIXAA *)ERROR_PTR("n must be > 0", procName, NULL);
+	if (type != L_CHOOSE_CONSECUTIVE && type != L_CHOOSE_SKIP_BY)
+		return (PIXAA *)ERROR_PTR("invalid type", procName, NULL);
+	if (copyflag != L_CLONE && copyflag != L_COPY)
+		return (PIXAA *)ERROR_PTR("invalid copyflag", procName, NULL);
+
+	if (type == L_CHOOSE_CONSECUTIVE)
+		npixa = (count + n - 1) / n;
+	else  /* L_CHOOSE_SKIP_BY */
+		npixa = L_MIN(n, count);
+	paa = pixaaCreate(npixa);
+	if (type == L_CHOOSE_CONSECUTIVE) {
+		for (i = 0; i < count; i++) {
+			if (i % n == 0)
+				pixat = pixaCreate(n);
+			pix = pixaGetPix(pixa, i, copyflag);
+			pixaAddPix(pixat, pix, L_INSERT);
+			if (i % n == n - 1)
+				pixaaAddPixa(paa, pixat, L_INSERT);
+		}
+		if (i % n != 0)
+			pixaaAddPixa(paa, pixat, L_INSERT);
+	}
+	else {  /* L_CHOOSE_SKIP_BY */
+		for (i = 0; i < npixa; i++) {
+			pixat = pixaCreate(count / npixa + 1);
+			for (j = i; j < count; j += n) {
+				pix = pixaGetPix(pixa, j, copyflag);
+				pixaAddPix(pixat, pix, L_INSERT);
+			}
+			pixaaAddPixa(paa, pixat, L_INSERT);
+		}
+	}
+
+	return paa;
+}
+
+
+/*!
+ * \brief   pixaaDestroy()
+ *
+ * \param[in,out]   ppaa    use ptr address so it will be nulled
+ * \return  void
+ */
+void
+pixaaDestroy(PIXAA  **ppaa)
+{
+	l_int32  i;
+	PIXAA   *paa;
+
+	PROCNAME("pixaaDestroy");
+
+	if (ppaa == NULL) {
+		L_WARNING("ptr address is NULL!\n", procName);
+		return;
+	}
+
+	if ((paa = *ppaa) == NULL)
+		return;
+
+	for (i = 0; i < paa->n; i++)
+		pixaDestroy(&paa->pixa[i]);
+	LEPT_FREE(paa->pixa);
+	boxaDestroy(&paa->boxa);
+
+	LEPT_FREE(paa);
+	*ppaa = NULL;
+
+	return;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                             Pixaa addition                          *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaaAddPixa()
+  *
+  * \param[in]    paa
+  * \param[in]    pixa    to be added
+  * \param[in]    copyflag:
+  *                 L_INSERT inserts the pixa directly;
+  *                 L_COPY makes a new pixa and copies each pix and each box;
+  *                 L_CLONE gives a new handle to the input pixa;
+  *                 L_COPY_CLONE makes a new pixa and inserts clones of
+  *                     all pix and boxes
+  * \return  0 if OK; 1 on error
+  */
+l_ok
+pixaaAddPixa(PIXAA   *paa,
+	PIXA    *pixa,
+	l_int32  copyflag)
+{
+	l_int32  n;
+	PIXA    *pixac;
+
+	PROCNAME("pixaaAddPixa");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+	if (copyflag != L_INSERT && copyflag != L_COPY &&
+		copyflag != L_CLONE && copyflag != L_COPY_CLONE)
+		return ERROR_INT("invalid copyflag", procName, 1);
+
+	if (copyflag == L_INSERT) {
+		pixac = pixa;
+	}
+	else {
+		if ((pixac = pixaCopy(pixa, copyflag)) == NULL)
+			return ERROR_INT("pixac not made", procName, 1);
+	}
+
+	n = pixaaGetCount(paa, NULL);
+	if (n >= paa->nalloc)
+		pixaaExtendArray(paa);
+	paa->pixa[n] = pixac;
+	paa->n++;
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaExtendArray()
+ *
+ * \param[in]    paa
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixaaExtendArray(PIXAA  *paa)
+{
+	PROCNAME("pixaaExtendArray");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+
+	if ((paa->pixa = (PIXA **)reallocNew((void **)&paa->pixa,
+		sizeof(PIXA *) * paa->nalloc,
+		2 * sizeof(PIXA *) * paa->nalloc)) == NULL)
+		return ERROR_INT("new ptr array not returned", procName, 1);
+
+	paa->nalloc = 2 * paa->nalloc;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaAddPix()
+ *
+ * \param[in]    paa        input paa
+ * \param[in]    index      index of pixa in paa
+ * \param[in]    pix        to be added
+ * \param[in]    box        [optional] to be added
+ * \param[in]    copyflag   L_INSERT, L_COPY, L_CLONE
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixaaAddPix(PIXAA   *paa,
+	l_int32  index,
+	PIX     *pix,
+	BOX     *box,
+	l_int32  copyflag)
+{
+	PIXA  *pixa;
+
+	PROCNAME("pixaaAddPix");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+	if (!pix)
+		return ERROR_INT("pix not defined", procName, 1);
+
+	if ((pixa = pixaaGetPixa(paa, index, L_CLONE)) == NULL)
+		return ERROR_INT("pixa not found", procName, 1);
+	pixaAddPix(pixa, pix, copyflag);
+	if (box) pixaAddBox(pixa, box, copyflag);
+	pixaDestroy(&pixa);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaAddBox()
+ *
+ * \param[in]    paa
+ * \param[in]    box
+ * \param[in]    copyflag    L_INSERT, L_COPY, L_CLONE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The box can be used, for example, to hold the support region
+ *          of a pixa that is being added to the pixaa.
+ * 

+ */
+l_ok
+pixaaAddBox(PIXAA   *paa,
+	BOX     *box,
+	l_int32  copyflag)
+{
+	PROCNAME("pixaaAddBox");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+	if (!box)
+		return ERROR_INT("box not defined", procName, 1);
+	if (copyflag != L_INSERT && copyflag != L_COPY && copyflag != L_CLONE)
+		return ERROR_INT("invalid copyflag", procName, 1);
+
+	boxaAddBox(paa->boxa, box, copyflag);
+	return 0;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                            Pixaa accessors                          *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaaGetCount()
+  *
+  * \param[in]    paa
+  * \param[out]   pna    [optional] number of pix in each pixa
+  * \return  count, or 0 if no pixaa
+  *
+  * 
+  * Notes:
+  *      (1) If paa is empty, a returned na will also be empty.
+  * 

+  */
+l_int32
+pixaaGetCount(PIXAA  *paa,
+	NUMA  **pna)
+{
+	l_int32  i, n;
+	NUMA    *na;
+	PIXA    *pixa;
+
+	PROCNAME("pixaaGetCount");
+
+	if (pna) *pna = NULL;
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 0);
+
+	n = paa->n;
+	if (pna) {
+		if ((na = numaCreate(n)) == NULL)
+			return ERROR_INT("na not made", procName, 0);
+		*pna = na;
+		for (i = 0; i < n; i++) {
+			pixa = pixaaGetPixa(paa, i, L_CLONE);
+			numaAddNumber(na, pixaGetCount(pixa));
+			pixaDestroy(&pixa);
+		}
+	}
+	return n;
+}
+
+
+/*!
+ * \brief   pixaaGetPixa()
+ *
+ * \param[in]    paa
+ * \param[in]    index        to the index-th pixa
+ * \param[in]    accesstype   L_COPY, L_CLONE, L_COPY_CLONE
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) L_COPY makes a new pixa with a copy of every pix
+ *      (2) L_CLONE just makes a new reference to the pixa,
+ *          and bumps the counter.  You would use this, for example,
+ *          when you need to extract some data from a pix within a
+ *          pixa within a pixaa.
+ *      (3) L_COPY_CLONE makes a new pixa with a clone of every pix
+ *          and box
+ *      (4) In all cases, you must invoke pixaDestroy() on the returned pixa
+ * 

+ */
+PIXA *
+pixaaGetPixa(PIXAA   *paa,
+	l_int32  index,
+	l_int32  accesstype)
+{
+	PIXA  *pixa;
+
+	PROCNAME("pixaaGetPixa");
+
+	if (!paa)
+		return (PIXA *)ERROR_PTR("paa not defined", procName, NULL);
+	if (index < 0 || index >= paa->n)
+		return (PIXA *)ERROR_PTR("index not valid", procName, NULL);
+	if (accesstype != L_COPY && accesstype != L_CLONE &&
+		accesstype != L_COPY_CLONE)
+		return (PIXA *)ERROR_PTR("invalid accesstype", procName, NULL);
+
+	if ((pixa = paa->pixa[index]) == NULL) {  /* shouldn't happen! */
+		L_ERROR("missing pixa[%d]\n", procName, index);
+		return (PIXA *)ERROR_PTR("pixa not found at index", procName, NULL);
+	}
+	return pixaCopy(pixa, accesstype);
+}
+
+
+/*!
+ * \brief   pixaaGetBoxa()
+ *
+ * \param[in]    paa
+ * \param[in]    accesstype    L_COPY, L_CLONE
+ * \return  boxa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) L_COPY returns a copy; L_CLONE returns a new reference to the boxa.
+ *      (2) In both cases, invoke boxaDestroy() on the returned boxa.
+ * 

+ */
+BOXA *
+pixaaGetBoxa(PIXAA   *paa,
+	l_int32  accesstype)
+{
+	PROCNAME("pixaaGetBoxa");
+
+	if (!paa)
+		return (BOXA *)ERROR_PTR("paa not defined", procName, NULL);
+	if (accesstype != L_COPY && accesstype != L_CLONE)
+		return (BOXA *)ERROR_PTR("invalid access type", procName, NULL);
+
+	return boxaCopy(paa->boxa, accesstype);
+}
+
+
+/*!
+ * \brief   pixaaGetPix()
+ *
+ * \param[in]    paa
+ * \param[in]    index        index into the pixa array in the pixaa
+ * \param[in]    ipix         index into the pix array in the pixa
+ * \param[in]    accessflag   L_COPY or L_CLONE
+ * \return  pix, or NULL on error
+ */
+PIX *
+pixaaGetPix(PIXAA   *paa,
+	l_int32  index,
+	l_int32  ipix,
+	l_int32  accessflag)
+{
+	PIX   *pix;
+	PIXA  *pixa;
+
+	PROCNAME("pixaaGetPix");
+
+	if ((pixa = pixaaGetPixa(paa, index, L_CLONE)) == NULL)
+		return (PIX *)ERROR_PTR("pixa not retrieved", procName, NULL);
+	if ((pix = pixaGetPix(pixa, ipix, accessflag)) == NULL)
+		L_ERROR("pix not retrieved\n", procName);
+	pixaDestroy(&pixa);
+	return pix;
+}
+
+
+/*!
+ * \brief   pixaaVerifyDepth()
+ *
+ * \param[in]    paa
+ * \param[out]   psame   1 if all pix have the same depth; 0 otherwise
+ * \param[out]   pmaxd   [optional] max depth of all pix in pixaa
+ * \return   0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) It is considered to be an error if any pixa have no pix.
+ * 

+ */
+l_ok
+pixaaVerifyDepth(PIXAA    *paa,
+	l_int32  *psame,
+	l_int32  *pmaxd)
+{
+	l_int32  i, n, d, maxd, same, samed;
+	PIXA    *pixa;
+
+	PROCNAME("pixaaVerifyDepth");
+
+	if (pmaxd) *pmaxd = 0;
+	if (!psame)
+		return ERROR_INT("psame not defined", procName, 1);
+	*psame = 0;
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+	if ((n = pixaaGetCount(paa, NULL)) == 0)
+		return ERROR_INT("no pixa in paa", procName, 1);
+
+	pixa = pixaaGetPixa(paa, 0, L_CLONE);
+	pixaVerifyDepth(pixa, &same, &maxd);  /* init same, maxd with first pixa */
+	pixaDestroy(&pixa);
+	for (i = 1; i < n; i++) {
+		pixa = pixaaGetPixa(paa, i, L_CLONE);
+		pixaVerifyDepth(pixa, &samed, &d);
+		pixaDestroy(&pixa);
+		maxd = L_MAX(maxd, d);
+		if (!samed || maxd != d)
+			same = 0;
+	}
+	*psame = same;
+	if (pmaxd) *pmaxd = maxd;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaVerifyDimensions()
+ *
+ * \param[in]    paa
+ * \param[out]   psame   1 if all pix have the same depth; 0 otherwise
+ * \param[out]   pmaxw   [optional] max width of all pix in pixaa
+ * \param[out]   pmaxh   [optional] max height of all pix in pixaa
+ * \return   0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) It is considered to be an error if any pixa have no pix.
+ * 

+ */
+l_ok
+pixaaVerifyDimensions(PIXAA    *paa,
+	l_int32  *psame,
+	l_int32  *pmaxw,
+	l_int32  *pmaxh)
+{
+	l_int32  i, n, w, h, maxw, maxh, same, same2;
+	PIXA    *pixa;
+
+	PROCNAME("pixaaVerifyDimensions");
+
+	if (pmaxw) *pmaxw = 0;
+	if (pmaxh) *pmaxh = 0;
+	if (!psame)
+		return ERROR_INT("psame not defined", procName, 1);
+	*psame = 0;
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+	if ((n = pixaaGetCount(paa, NULL)) == 0)
+		return ERROR_INT("no pixa in paa", procName, 1);
+
+	/* Init same; init maxw and maxh from first pixa */
+	pixa = pixaaGetPixa(paa, 0, L_CLONE);
+	pixaVerifyDimensions(pixa, &same, &maxw, &maxh);
+	pixaDestroy(&pixa);
+
+	for (i = 1; i < n; i++) {
+		pixa = pixaaGetPixa(paa, i, L_CLONE);
+		pixaVerifyDimensions(pixa, &same2, &w, &h);
+		pixaDestroy(&pixa);
+		maxw = L_MAX(maxw, w);
+		maxh = L_MAX(maxh, h);
+		if (!same2 || maxw != w || maxh != h)
+			same = 0;
+	}
+	*psame = same;
+	if (pmaxw) *pmaxw = maxw;
+	if (pmaxh) *pmaxh = maxh;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaIsFull()
+ *
+ * \param[in]    paa
+ * \param[out]   pfull    1 if all pixa in the paa have full pix arrays
+ * \return  return 0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Does not require boxa associated with each pixa to be full.
+ * 

+ */
+l_int32
+pixaaIsFull(PIXAA    *paa,
+	l_int32  *pfull)
+{
+	l_int32  i, n, full;
+	PIXA    *pixa;
+
+	PROCNAME("pixaaIsFull");
+
+	if (!pfull)
+		return ERROR_INT("&full not defined", procName, 0);
+	*pfull = 0;
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 0);
+
+	n = pixaaGetCount(paa, NULL);
+	full = 1;
+	for (i = 0; i < n; i++) {
+		pixa = pixaaGetPixa(paa, i, L_CLONE);
+		pixaIsFull(pixa, &full, NULL);
+		pixaDestroy(&pixa);
+		if (!full) break;
+	}
+	*pfull = full;
+	return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Pixaa array modifiers                       *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaaInitFull()
+  *
+  * \param[in]    paa     typically empty
+  * \param[in]    pixa    to be replicated into the entire pixa ptr array
+  * \return  0 if OK, 1 on error
+  *
+  * 
+  * Notes:
+  *      (1) This initializes a pixaa by filling up the entire pixa ptr array
+  *          with copies of %pixa.  Any existing pixa are destroyed.
+  *      (2) Example usage.  This function is useful to prepare for a
+  *          random insertion (or replacement) of pixa into a pixaa.
+  *          To randomly insert pixa into a pixaa, up to some index "max":
+  *             Pixaa *paa = pixaaCreate(max);
+  *             Pixa *pixa = pixaCreate(1);  // if you want little memory
+  *             pixaaInitFull(paa, pixa);  // copy it to entire array
+  *             pixaDestroy(&pixa);  // no longer needed
+  *          The initialization allows the pixaa to always be properly filled.
+  * 

+  */
+l_ok
+pixaaInitFull(PIXAA  *paa,
+	PIXA   *pixa)
+{
+	l_int32  i, n;
+	PIXA    *pixat;
+
+	PROCNAME("pixaaInitFull");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = paa->nalloc;
+	paa->n = n;
+	for (i = 0; i < n; i++) {
+		pixat = pixaCopy(pixa, L_COPY);
+		pixaaReplacePixa(paa, i, pixat);
+	}
+
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaReplacePixa()
+ *
+ * \param[in]    paa
+ * \param[in]    index  to the index-th pixa
+ * \param[in]    pixa   insert to replace existing one
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This allows random insertion of a pixa into a pixaa, with
+ *          destruction of any existing pixa at that location.
+ *          The input pixa is now owned by the pixaa.
+ *      (2) No other pixa in the array are affected.
+ *      (3) The index must be within the allowed set.
+ * 

+ */
+l_ok
+pixaaReplacePixa(PIXAA   *paa,
+	l_int32  index,
+	PIXA    *pixa)
+{
+
+	PROCNAME("pixaaReplacePixa");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+	if (index < 0 || index >= paa->n)
+		return ERROR_INT("index not valid", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	pixaDestroy(&(paa->pixa[index]));
+	paa->pixa[index] = pixa;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaClear()
+ *
+ * \param[in]    paa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This destroys all pixa in the pixaa, and nulls the ptrs
+ *          in the pixa ptr array.
+ * 

+ */
+l_ok
+pixaaClear(PIXAA  *paa)
+{
+	l_int32  i, n;
+
+	PROCNAME("pixaClear");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+
+	n = pixaaGetCount(paa, NULL);
+	for (i = 0; i < n; i++)
+		pixaDestroy(&paa->pixa[i]);
+	paa->n = 0;
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaTruncate()
+ *
+ * \param[in]    paa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This identifies the largest index containing a pixa that
+ *          has any pix within it, destroys all pixa above that index,
+ *          and resets the count.
+ * 

+ */
+l_ok
+pixaaTruncate(PIXAA  *paa)
+{
+	l_int32  i, n, np;
+	PIXA    *pixa;
+
+	PROCNAME("pixaaTruncate");
+
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+
+	n = pixaaGetCount(paa, NULL);
+	for (i = n - 1; i >= 0; i--) {
+		pixa = pixaaGetPixa(paa, i, L_CLONE);
+		if (!pixa) {
+			paa->n--;
+			continue;
+		}
+		np = pixaGetCount(pixa);
+		pixaDestroy(&pixa);
+		if (np == 0) {
+			pixaDestroy(&paa->pixa[i]);
+			paa->n--;
+		}
+		else {
+			break;
+		}
+	}
+	return 0;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                          Pixa serialized I/O                        *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaRead()
+  *
+  * \param[in]    filename
+  * \return  pixa, or NULL on error
+  *
+  * 
+  * Notes:
+  *      (1) The pix are stored in the file as png.
+  *          If the png library is not linked, this will fail.
+  * 

+  */
+PIXA *
+pixaRead(const char  *filename)
+{
+	FILE  *fp;
+	PIXA  *pixa;
+
+	PROCNAME("pixaRead");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return (PIXA *)ERROR_PTR("no libpng: can't read data", procName, NULL);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!filename)
+		return (PIXA *)ERROR_PTR("filename not defined", procName, NULL);
+
+	if ((fp = fopenReadStream(filename)) == NULL)
+		return (PIXA *)ERROR_PTR("stream not opened", procName, NULL);
+	pixa = pixaReadStream(fp);
+	fclose(fp);
+	if (!pixa)
+		return (PIXA *)ERROR_PTR("pixa not read", procName, NULL);
+	return pixa;
+}
+
+
+/*!
+ * \brief   pixaReadStream()
+ *
+ * \param[in]    fp    file stream
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix are stored in the file as png.
+ *          If the png library is not linked, this will fail.
+ * 

+ */
+PIXA *
+pixaReadStream(FILE  *fp)
+{
+	l_int32  n, i, xres, yres, version;
+	l_int32  ignore;
+	BOXA    *boxa;
+	PIX     *pix;
+	PIXA    *pixa;
+
+	PROCNAME("pixaReadStream");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return (PIXA *)ERROR_PTR("no libpng: can't read data", procName, NULL);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!fp)
+		return (PIXA *)ERROR_PTR("stream not defined", procName, NULL);
+
+	if (fscanf(fp, "\nPixa Version %d\n", &version) != 1)
+		return (PIXA *)ERROR_PTR("not a pixa file", procName, NULL);
+	if (version != PIXA_VERSION_NUMBER)
+		return (PIXA *)ERROR_PTR("invalid pixa version", procName, NULL);
+	if (fscanf(fp, "Number of pix = %d\n", &n) != 1)
+		return (PIXA *)ERROR_PTR("not a pixa file", procName, NULL);
+
+	if ((boxa = boxaReadStream(fp)) == NULL)
+		return (PIXA *)ERROR_PTR("boxa not made", procName, NULL);
+	if ((pixa = pixaCreate(n)) == NULL) {
+		boxaDestroy(&boxa);
+		return (PIXA *)ERROR_PTR("pixa not made", procName, NULL);
+	}
+	boxaDestroy(&pixa->boxa);
+	pixa->boxa = boxa;
+
+	for (i = 0; i < n; i++) {
+		if ((fscanf(fp, " pix[%d]: xres = %d, yres = %d\n",
+			&ignore, &xres, &yres)) != 3) {
+			pixaDestroy(&pixa);
+			return (PIXA *)ERROR_PTR("res reading error", procName, NULL);
+		}
+		if ((pix = pixReadStreamPng(fp)) == NULL) {
+			pixaDestroy(&pixa);
+			return (PIXA *)ERROR_PTR("pix not read", procName, NULL);
+		}
+		pixSetXRes(pix, xres);
+		pixSetYRes(pix, yres);
+		pixaAddPix(pixa, pix, L_INSERT);
+	}
+	return pixa;
+}
+
+
+/*!
+ * \brief   pixaReadMem()
+ *
+ * \param[in]    data   of serialized pixa
+ * \param[in]    size   of data in bytes
+ * \return  pixa, or NULL on error
+ */
+PIXA *
+pixaReadMem(const l_uint8  *data,
+	size_t          size)
+{
+	FILE  *fp;
+	PIXA  *pixa;
+
+	PROCNAME("pixaReadMem");
+
+	if (!data)
+		return (PIXA *)ERROR_PTR("data not defined", procName, NULL);
+	if ((fp = fopenReadFromMemory(data, size)) == NULL)
+		return (PIXA *)ERROR_PTR("stream not opened", procName, NULL);
+
+	pixa = pixaReadStream(fp);
+	fclose(fp);
+	if (!pixa) L_ERROR("pixa not read\n", procName);
+	return pixa;
+}
+
+
+/*!
+ * \brief   pixaWriteDebug()
+ *
+ * \param[in]    fname
+ * \param[in]    pixa
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Debug version, intended for use in the library when writing
+ *          to files in a temp directory with names that are compiled in.
+ *          This is used instead of pixaWrite() for all such library calls.
+ *      (2) The global variable LeptDebugOK defaults to 0, and can be set
+ *          or cleared by the function setLeptDebugOK().
+ * 

+ */
+l_ok
+pixaWriteDebug(const char  *fname,
+	PIXA        *pixa)
+{
+	PROCNAME("pixaWriteDebug");
+
+	if (LeptDebugOK) {
+		return pixaWrite(fname, pixa);
+	}
+	else {
+		L_INFO("write to named temp file %s is disabled\n", procName, fname);
+		return 0;
+	}
+}
+
+
+/*!
+ * \brief   pixaWrite()
+ *
+ * \param[in]    filename
+ * \param[in]    pixa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix are stored in the file as png.
+ *          If the png library is not linked, this will fail.
+ * 

+ */
+l_ok
+pixaWrite(const char  *filename,
+	PIXA        *pixa)
+{
+	l_int32  ret;
+	FILE    *fp;
+
+	PROCNAME("pixaWrite");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return ERROR_INT("no libpng: can't write data", procName, 1);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!filename)
+		return ERROR_INT("filename not defined", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	if ((fp = fopenWriteStream(filename, "wb")) == NULL)
+		return ERROR_INT("stream not opened", procName, 1);
+	ret = pixaWriteStream(fp, pixa);
+	fclose(fp);
+	if (ret)
+		return ERROR_INT("pixa not written to stream", procName, 1);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaWriteStream()
+ *
+ * \param[in]    fp     file stream opened for "wb"
+ * \param[in]    pixa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix are stored in the file as png.
+ *          If the png library is not linked, this will fail.
+ * 

+ */
+l_ok
+pixaWriteStream(FILE  *fp,
+	PIXA  *pixa)
+{
+	l_int32  n, i;
+	PIX     *pix;
+
+	PROCNAME("pixaWriteStream");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return ERROR_INT("no libpng: can't write data", procName, 1);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!fp)
+		return ERROR_INT("stream not defined", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+	n = pixaGetCount(pixa);
+	fprintf(fp, "\nPixa Version %d\n", PIXA_VERSION_NUMBER);
+	fprintf(fp, "Number of pix = %d\n", n);
+	boxaWriteStream(fp, pixa->boxa);
+	for (i = 0; i < n; i++) {
+		if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL)
+			return ERROR_INT("pix not found", procName, 1);
+		fprintf(fp, " pix[%d]: xres = %d, yres = %d\n",
+			i, pix->xres, pix->yres);
+		pixWriteStreamPng(fp, pix, 0.0);
+		pixDestroy(&pix);
+	}
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaWriteMem()
+ *
+ * \param[out]   pdata    data of serialized pixa
+ * \param[out]   psize    size of returned data
+ * \param[in]    pixa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Serializes a pixa in memory and puts the result in a buffer.
+ * 

+ */
+l_ok
+pixaWriteMem(l_uint8  **pdata,
+	size_t    *psize,
+	PIXA      *pixa)
+{
+	l_int32  ret;
+	FILE    *fp;
+
+	PROCNAME("pixaWriteMem");
+
+	if (pdata) *pdata = NULL;
+	if (psize) *psize = 0;
+	if (!pdata)
+		return ERROR_INT("&data not defined", procName, 1);
+	if (!psize)
+		return ERROR_INT("&size not defined", procName, 1);
+	if (!pixa)
+		return ERROR_INT("pixa not defined", procName, 1);
+
+#if HAVE_FMEMOPEN
+	if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+		return ERROR_INT("stream not opened", procName, 1);
+	ret = pixaWriteStream(fp, pixa);
+#else
+	L_INFO("work-around: writing to a temp file\n", procName);
+#ifdef _WIN32
+	if ((fp = fopenWriteWinTempfile()) == NULL)
+		return ERROR_INT("tmpfile stream not opened", procName, 1);
+#else
+	if ((fp = tmpfile()) == NULL)
+		return ERROR_INT("tmpfile stream not opened", procName, 1);
+#endif  /* _WIN32 */
+	ret = pixaWriteStream(fp, pixa);
+	rewind(fp);
+	*pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+	fclose(fp);
+	return ret;
+}
+
+
+/*!
+ * \brief   pixaReadBoth()
+ *
+ * \param[in]    filename
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This reads serialized files of either a pixa or a pixacomp,
+ *          and returns a pixa in memory.  It requires png and jpeg libraries.
+ * 

+ */
+PIXA *
+pixaReadBoth(const char  *filename)
+{
+	char    buf[32];
+	char   *sname;
+	PIXA   *pixa;
+	PIXAC  *pac;
+
+	PROCNAME("pixaReadBoth");
+
+	if (!filename)
+		return (PIXA *)ERROR_PTR("filename not defined", procName, NULL);
+
+	l_getStructStrFromFile(filename, L_STR_NAME, &sname);
+	if (!sname)
+		return (PIXA *)ERROR_PTR("struct name not found", procName, NULL);
+	snprintf(buf, sizeof(buf), "%s", sname);
+	LEPT_FREE(sname);
+
+	if (strcmp(buf, "Pixacomp") == 0) {
+		if ((pac = pixacompRead(filename)) == NULL)
+			return (PIXA *)ERROR_PTR("pac not made", procName, NULL);
+		pixa = pixaCreateFromPixacomp(pac, L_COPY);
+		pixacompDestroy(&pac);
+	}
+	else if (strcmp(buf, "Pixa") == 0) {
+		if ((pixa = pixaRead(filename)) == NULL)
+			return (PIXA *)ERROR_PTR("pixa not made", procName, NULL);
+	}
+	else {
+		return (PIXA *)ERROR_PTR("invalid file type", procName, NULL);
+	}
+	return pixa;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Pixaa serialized I/O                        *
+ *---------------------------------------------------------------------*/
+ /*!
+  * \brief   pixaaReadFromFiles()
+  *
+  * \param[in]    dirname   directory
+  * \param[in]    substr    [optional] substring filter on filenames; can be NULL
+  * \param[in]    first     0-based
+  * \param[in]    nfiles    use 0 for everything from %first to the end
+  * \return  paa, or NULL on error or if no pixa files are found.
+  *
+  * 
+  * Notes:
+  *      (1) The files must be serialized pixa files (e.g., *.pa)
+  *          If some files cannot be read, warnings are issued.
+  *      (2) Use %substr to filter filenames in the directory.  If
+  *          %substr == NULL, this takes all files.
+  *      (3) After filtering, use %first and %nfiles to select
+  *          a contiguous set of files, that have been lexically
+  *          sorted in increasing order.
+  * 

+  */
+PIXAA *
+pixaaReadFromFiles(const char  *dirname,
+	const char  *substr,
+	l_int32      first,
+	l_int32      nfiles)
+{
+	char    *fname;
+	l_int32  i, n;
+	PIXA    *pixa;
+	PIXAA   *paa;
+	SARRAY  *sa;
+
+	PROCNAME("pixaaReadFromFiles");
+
+	if (!dirname)
+		return (PIXAA *)ERROR_PTR("dirname not defined", procName, NULL);
+
+	sa = getSortedPathnamesInDirectory(dirname, substr, first, nfiles);
+	if (!sa || ((n = sarrayGetCount(sa)) == 0)) {
+		sarrayDestroy(&sa);
+		return (PIXAA *)ERROR_PTR("no pixa files found", procName, NULL);
+	}
+
+	paa = pixaaCreate(n);
+	for (i = 0; i < n; i++) {
+		fname = sarrayGetString(sa, i, L_NOCOPY);
+		if ((pixa = pixaRead(fname)) == NULL) {
+			L_ERROR("pixa not read for %d-th file", procName, i);
+			continue;
+		}
+		pixaaAddPixa(paa, pixa, L_INSERT);
+	}
+
+	sarrayDestroy(&sa);
+	return paa;
+}
+
+
+/*!
+ * \brief   pixaaRead()
+ *
+ * \param[in]    filename
+ * \return  paa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix are stored in the file as png.
+ *          If the png library is not linked, this will fail.
+ * 

+ */
+PIXAA *
+pixaaRead(const char  *filename)
+{
+	FILE   *fp;
+	PIXAA  *paa;
+
+	PROCNAME("pixaaRead");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return (PIXAA *)ERROR_PTR("no libpng: can't read data", procName, NULL);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!filename)
+		return (PIXAA *)ERROR_PTR("filename not defined", procName, NULL);
+
+	if ((fp = fopenReadStream(filename)) == NULL)
+		return (PIXAA *)ERROR_PTR("stream not opened", procName, NULL);
+	paa = pixaaReadStream(fp);
+	fclose(fp);
+	if (!paa)
+		return (PIXAA *)ERROR_PTR("paa not read", procName, NULL);
+	return paa;
+}
+
+
+/*!
+ * \brief   pixaaReadStream()
+ *
+ * \param[in]    fp    file stream
+ * \return  paa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix are stored in the file as png.
+ *          If the png library is not linked, this will fail.
+ * 

+ */
+PIXAA *
+pixaaReadStream(FILE  *fp)
+{
+	l_int32  n, i, version;
+	l_int32  ignore;
+	BOXA    *boxa;
+	PIXA    *pixa;
+	PIXAA   *paa;
+
+	PROCNAME("pixaaReadStream");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return (PIXAA *)ERROR_PTR("no libpng: can't read data", procName, NULL);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!fp)
+		return (PIXAA *)ERROR_PTR("stream not defined", procName, NULL);
+
+	if (fscanf(fp, "\nPixaa Version %d\n", &version) != 1)
+		return (PIXAA *)ERROR_PTR("not a pixaa file", procName, NULL);
+	if (version != PIXAA_VERSION_NUMBER)
+		return (PIXAA *)ERROR_PTR("invalid pixaa version", procName, NULL);
+	if (fscanf(fp, "Number of pixa = %d\n", &n) != 1)
+		return (PIXAA *)ERROR_PTR("not a pixaa file", procName, NULL);
+
+	if ((paa = pixaaCreate(n)) == NULL)
+		return (PIXAA *)ERROR_PTR("paa not made", procName, NULL);
+	if ((boxa = boxaReadStream(fp)) == NULL) {
+		pixaaDestroy(&paa);
+		return (PIXAA *)ERROR_PTR("boxa not made", procName, NULL);
+	}
+	boxaDestroy(&paa->boxa);
+	paa->boxa = boxa;
+
+	for (i = 0; i < n; i++) {
+		if ((fscanf(fp, "\n\n --------------- pixa[%d] ---------------\n",
+			&ignore)) != 1) {
+			pixaaDestroy(&paa);
+			return (PIXAA *)ERROR_PTR("text reading", procName, NULL);
+		}
+		if ((pixa = pixaReadStream(fp)) == NULL) {
+			pixaaDestroy(&paa);
+			return (PIXAA *)ERROR_PTR("pixa not read", procName, NULL);
+		}
+		pixaaAddPixa(paa, pixa, L_INSERT);
+	}
+
+	return paa;
+}
+
+
+/*!
+ * \brief   pixaaReadMem()
+ *
+ * \param[in]    data   of serialized pixaa
+ * \param[in]    size   of data in bytes
+ * \return  paa, or NULL on error
+ */
+PIXAA *
+pixaaReadMem(const l_uint8  *data,
+	size_t          size)
+{
+	FILE   *fp;
+	PIXAA  *paa;
+
+	PROCNAME("paaReadMem");
+
+	if (!data)
+		return (PIXAA *)ERROR_PTR("data not defined", procName, NULL);
+	if ((fp = fopenReadFromMemory(data, size)) == NULL)
+		return (PIXAA *)ERROR_PTR("stream not opened", procName, NULL);
+
+	paa = pixaaReadStream(fp);
+	fclose(fp);
+	if (!paa) L_ERROR("paa not read\n", procName);
+	return paa;
+}
+
+
+/*!
+ * \brief   pixaaWrite()
+ *
+ * \param[in]    filename
+ * \param[in]    paa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix are stored in the file as png.
+ *          If the png library is not linked, this will fail.
+ * 

+ */
+l_ok
+pixaaWrite(const char  *filename,
+	PIXAA       *paa)
+{
+	l_int32  ret;
+	FILE    *fp;
+
+	PROCNAME("pixaaWrite");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return ERROR_INT("no libpng: can't read data", procName, 1);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!filename)
+		return ERROR_INT("filename not defined", procName, 1);
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+
+	if ((fp = fopenWriteStream(filename, "wb")) == NULL)
+		return ERROR_INT("stream not opened", procName, 1);
+	ret = pixaaWriteStream(fp, paa);
+	fclose(fp);
+	if (ret)
+		return ERROR_INT("paa not written to stream", procName, 1);
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaWriteStream()
+ *
+ * \param[in]    fp    file stream opened for "wb"
+ * \param[in]    paa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix are stored in the file as png.
+ *          If the png library is not linked, this will fail.
+ * 

+ */
+l_ok
+pixaaWriteStream(FILE   *fp,
+	PIXAA  *paa)
+{
+	l_int32  n, i;
+	PIXA    *pixa;
+
+	PROCNAME("pixaaWriteStream");
+
+#if !HAVE_LIBPNG     /* defined in environ.h and config_auto.h */
+	return ERROR_INT("no libpng: can't read data", procName, 1);
+#endif  /* !HAVE_LIBPNG */
+
+	if (!fp)
+		return ERROR_INT("stream not defined", procName, 1);
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+
+	n = pixaaGetCount(paa, NULL);
+	fprintf(fp, "\nPixaa Version %d\n", PIXAA_VERSION_NUMBER);
+	fprintf(fp, "Number of pixa = %d\n", n);
+	boxaWriteStream(fp, paa->boxa);
+	for (i = 0; i < n; i++) {
+		if ((pixa = pixaaGetPixa(paa, i, L_CLONE)) == NULL)
+			return ERROR_INT("pixa not found", procName, 1);
+		fprintf(fp, "\n\n --------------- pixa[%d] ---------------\n", i);
+		pixaWriteStream(fp, pixa);
+		pixaDestroy(&pixa);
+	}
+	return 0;
+}
+
+
+/*!
+ * \brief   pixaaWriteMem()
+ *
+ * \param[out]   pdata   data of serialized pixaa
+ * \param[out]   psize   size of returned data
+ * \param[in]    paa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Serializes a pixaa in memory and puts the result in a buffer.
+ * 

+ */
+l_ok
+pixaaWriteMem(l_uint8  **pdata,
+	size_t    *psize,
+	PIXAA     *paa)
+{
+	l_int32  ret;
+	FILE    *fp;
+
+	PROCNAME("pixaaWriteMem");
+
+	if (pdata) *pdata = NULL;
+	if (psize) *psize = 0;
+	if (!pdata)
+		return ERROR_INT("&data not defined", procName, 1);
+	if (!psize)
+		return ERROR_INT("&size not defined", procName, 1);
+	if (!paa)
+		return ERROR_INT("paa not defined", procName, 1);
+
+#if HAVE_FMEMOPEN
+	if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+		return ERROR_INT("stream not opened", procName, 1);
+	ret = pixaaWriteStream(fp, paa);
+#else
+	L_INFO("work-around: writing to a temp file\n", procName);
+#ifdef _WIN32
+	if ((fp = fopenWriteWinTempfile()) == NULL)
+		return ERROR_INT("tmpfile stream not opened", procName, 1);
+#else
+	if ((fp = tmpfile()) == NULL)
+		return ERROR_INT("tmpfile stream not opened", procName, 1);
+#endif  /* _WIN32 */
+	ret = pixaaWriteStream(fp, paa);
+	rewind(fp);
+	*pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+	fclose(fp);
+	return ret;
+}
+
diff --git a/3rdparty/hgOCR/leptonica/pixacc.c b/3rdparty/hgOCR/leptonica/pixacc.c
new file mode 100644
index 00000000..f7aee0ac
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixacc.c
@@ -0,0 +1,354 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file  pixacc.c
+ * 
+ *
+ *      Pixacc creation, destruction
+ *           PIXACC   *pixaccCreate()
+ *           PIXACC   *pixaccCreateFromPix()
+ *           void      pixaccDestroy()
+ *
+ *      Pixacc finalization
+ *           PIX      *pixaccFinal()
+ *
+ *      Pixacc accessors
+ *           PIX      *pixaccGetPix()
+ *           l_int32   pixaccGetOffset()
+ *
+ *      Pixacc accumulators
+ *           l_int32   pixaccAdd()
+ *           l_int32   pixaccSubtract()
+ *           l_int32   pixaccMultConst()
+ *           l_int32   pixaccMultConstAccumulate()
+ *
+ *  This is a simple interface for some of the pixel arithmetic operations
+ *  in pixarith.c.  These are easy to code up, but not as fast as
+ *  hand-coded functions that do arithmetic on corresponding pixels.
+ *
+ *  Suppose you want to make a linear combination of pix1 and pix2:
+ *     pixd = 0.4 * pix1 + 0.6 * pix2
+ *  where pix1 and pix2 are the same size and have depth 'd'.  Then:
+ *     Pixacc *pacc = pixaccCreateFromPix(pix1, 0);  // first; addition only
+ *     pixaccMultConst(pacc, 0.4);
+ *     pixaccMultConstAccumulate(pacc, pix2, 0.6);  // Add in 0.6 of the second
+ *     pixd = pixaccFinal(pacc, d);  // Get the result
+ *     pixaccDestroy(&pacc);
+ * 

+ */
+
+#include "allheaders.h"
+
+
+/*---------------------------------------------------------------------*
+ *                     Pixacc creation, destruction                    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaccCreate()
+ *
+ * \param[in]    w, h      of 32 bpp internal Pix
+ * \param[in]    negflag   0 if only positive numbers are involved;
+ *                         1 if there will be negative numbers
+ * \return  pixacc, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use %negflag = 1 for safety if any negative numbers are going
+ *          to be used in the chain of operations.  Negative numbers
+ *          arise, e.g., by subtracting a pix, or by adding a pix
+ *          that has been pre-multiplied by a negative number.
+ *      (2) Initializes the internal 32 bpp pix, similarly to the
+ *          initialization in pixInitAccumulate().
+ * 

+ */
+PIXACC *
+pixaccCreate(l_int32  w,
+             l_int32  h,
+             l_int32  negflag)
+{
+PIXACC  *pixacc;
+
+    PROCNAME("pixaccCreate");
+
+    if ((pixacc = (PIXACC *)LEPT_CALLOC(1, sizeof(PIXACC))) == NULL)
+        return (PIXACC *)ERROR_PTR("pixacc not made", procName, NULL);
+    pixacc->w = w;
+    pixacc->h = h;
+
+    if ((pixacc->pix = pixCreate(w, h, 32)) == NULL) {
+        pixaccDestroy(&pixacc);
+        return (PIXACC *)ERROR_PTR("pix not made", procName, NULL);
+    }
+
+    if (negflag) {
+        pixacc->offset = 0x40000000;
+        pixSetAllArbitrary(pixacc->pix, pixacc->offset);
+    }
+
+    return pixacc;
+}
+
+
+/*!
+ * \brief   pixaccCreateFromPix()
+ *
+ * \param[in]    pix
+ * \param[in]    negflag   0 if only positive numbers are involved;
+ *                         1 if there will be negative numbers
+ * \return  pixacc, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixaccCreate()
+ * 

+ */
+PIXACC *
+pixaccCreateFromPix(PIX     *pix,
+                    l_int32  negflag)
+{
+l_int32  w, h;
+PIXACC  *pixacc;
+
+    PROCNAME("pixaccCreateFromPix");
+
+    if (!pix)
+        return (PIXACC *)ERROR_PTR("pix not defined", procName, NULL);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    pixacc = pixaccCreate(w, h, negflag);
+    pixaccAdd(pixacc, pix);
+    return pixacc;
+}
+
+
+/*!
+ * \brief   pixaccDestroy()
+ *
+ * \param[in,out]   ppixacc   will be set to null before returning
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Always nulls the input ptr.
+ * 

+ */
+void
+pixaccDestroy(PIXACC  **ppixacc)
+{
+PIXACC  *pixacc;
+
+    PROCNAME("pixaccDestroy");
+
+    if (ppixacc == NULL) {
+        L_WARNING("ptr address is NULL!", procName);
+        return;
+    }
+
+    if ((pixacc = *ppixacc) == NULL)
+        return;
+
+    pixDestroy(&pixacc->pix);
+    LEPT_FREE(pixacc);
+    *ppixacc = NULL;
+    return;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Pixacc finalization                      *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaccFinal()
+ *
+ * \param[in]    pixacc
+ * \param[in]    outdepth    8, 16 or 32 bpp
+ * \return  pixd 8, 16 or 32 bpp, or NULL on error
+ */
+PIX *
+pixaccFinal(PIXACC  *pixacc,
+            l_int32  outdepth)
+{
+    PROCNAME("pixaccFinal");
+
+    if (!pixacc)
+        return (PIX *)ERROR_PTR("pixacc not defined", procName, NULL);
+
+    return pixFinalAccumulate(pixaccGetPix(pixacc), pixaccGetOffset(pixacc),
+                              outdepth);
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Pixacc accessors                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaccGetPix()
+ *
+ * \param[in]    pixacc
+ * \return  pix, or NULL on error
+ */
+PIX *
+pixaccGetPix(PIXACC  *pixacc)
+{
+    PROCNAME("pixaccGetPix");
+
+    if (!pixacc)
+        return (PIX *)ERROR_PTR("pixacc not defined", procName, NULL);
+    return pixacc->pix;
+}
+
+
+/*!
+ * \brief   pixaccGetOffset()
+ *
+ * \param[in]    pixacc
+ * \return  offset, or -1 on error
+ */
+l_int32
+pixaccGetOffset(PIXACC  *pixacc)
+{
+    PROCNAME("pixaccGetOffset");
+
+    if (!pixacc)
+        return ERROR_INT("pixacc not defined", procName, -1);
+    return pixacc->offset;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                          Pixacc accumulators                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaccAdd()
+ *
+ * \param[in]    pixacc
+ * \param[in]    pix     to be added
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaccAdd(PIXACC  *pixacc,
+          PIX     *pix)
+{
+    PROCNAME("pixaccAdd");
+
+    if (!pixacc)
+        return ERROR_INT("pixacc not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixAccumulate(pixaccGetPix(pixacc), pix, L_ARITH_ADD);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaccSubtract()
+ *
+ * \param[in]    pixacc
+ * \param[in]    pix      to be subtracted
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaccSubtract(PIXACC  *pixacc,
+               PIX     *pix)
+{
+    PROCNAME("pixaccSubtract");
+
+    if (!pixacc)
+        return ERROR_INT("pixacc not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixAccumulate(pixaccGetPix(pixacc), pix, L_ARITH_SUBTRACT);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaccMultConst()
+ *
+ * \param[in]    pixacc
+ * \param[in]    factor
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaccMultConst(PIXACC    *pixacc,
+                l_float32  factor)
+{
+    PROCNAME("pixaccMultConst");
+
+    if (!pixacc)
+        return ERROR_INT("pixacc not defined", procName, 1);
+    pixMultConstAccumulate(pixaccGetPix(pixacc), factor,
+                           pixaccGetOffset(pixacc));
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaccMultConstAccumulate()
+ *
+ * \param[in]    pixacc
+ * \param[in]    pix
+ * \param[in]    factor
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This creates a temp pix that is %pix multiplied by the
+ *          constant %factor.  It then adds that into %pixacc.
+ * 

+ */
+l_ok
+pixaccMultConstAccumulate(PIXACC    *pixacc,
+                          PIX       *pix,
+                          l_float32  factor)
+{
+l_int32  w, h, d, negflag;
+PIX     *pixt;
+PIXACC  *pacct;
+
+    PROCNAME("pixaccMultConstAccumulate");
+
+    if (!pixacc)
+        return ERROR_INT("pixacc not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if (factor == 0.0) return 0;
+
+    pixGetDimensions(pix, &w, &h, &d);
+    negflag = (factor > 0.0) ? 0 : 1;
+    pacct = pixaccCreate(w, h, negflag);
+    pixaccAdd(pacct, pix);
+    pixaccMultConst(pacct, factor);
+    pixt = pixaccFinal(pacct, d);
+    pixaccAdd(pixacc, pixt);
+
+    pixaccDestroy(&pacct);
+    pixDestroy(&pixt);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/pixafunc1.c b/3rdparty/hgOCR/leptonica/pixafunc1.c
new file mode 100644
index 00000000..d8c1ed70
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixafunc1.c
@@ -0,0 +1,2972 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  pixafunc1.c
+ * 
+ *
+ *      Filters
+ *           PIX      *pixSelectBySize()
+ *           PIXA     *pixaSelectBySize()
+ *           NUMA     *pixaMakeSizeIndicator()
+ *
+ *           PIX      *pixSelectByPerimToAreaRatio()
+ *           PIXA     *pixaSelectByPerimToAreaRatio()
+ *           PIX      *pixSelectByPerimSizeRatio()
+ *           PIXA     *pixaSelectByPerimSizeRatio()
+ *           PIX      *pixSelectByAreaFraction()
+ *           PIXA     *pixaSelectByAreaFraction()
+ *           PIX      *pixSelectByWidthHeightRatio()
+ *           PIXA     *pixaSelectByWidthHeightRatio()
+ *           PIXA     *pixaSelectByNumConnComp()
+ *
+ *           PIXA     *pixaSelectWithIndicator()
+ *           l_int32   pixRemoveWithIndicator()
+ *           l_int32   pixAddWithIndicator()
+ *           PIXA     *pixaSelectWithString()
+ *           PIX      *pixaRenderComponent()
+ *
+ *      Sort functions
+ *           PIXA     *pixaSort()
+ *           PIXA     *pixaBinSort()
+ *           PIXA     *pixaSortByIndex()
+ *           PIXAA    *pixaSort2dByIndex()
+ *
+ *      Pixa and Pixaa range selection
+ *           PIXA     *pixaSelectRange()
+ *           PIXAA    *pixaaSelectRange()
+ *
+ *      Pixa and Pixaa scaling
+ *           PIXAA    *pixaaScaleToSize()
+ *           PIXAA    *pixaaScaleToSizeVar()
+ *           PIXA     *pixaScaleToSize()
+ *           PIXA     *pixaScaleToSizeRel()
+ *           PIXA     *pixaScale()
+ *           PIXA     *pixaScaleBySampling()
+ *
+ *      Pixa rotation and translation
+ *           PIXA     *pixaRotate()
+ *           PIXA     *pixaRotateOrth()
+ *           PIXA     *pixaTranslate()
+ *
+ *      Miscellaneous
+ *           PIXA     *pixaAddBorderGeneral()
+ *           PIXA     *pixaaFlattenToPixa()
+ *           l_int32   pixaaSizeRange()
+ *           l_int32   pixaSizeRange()
+ *           PIXA     *pixaClipToPix()
+ *           PIXA     *pixaClipToForeground()
+ *           l_int32   pixaGetRenderingDepth()
+ *           l_int32   pixaHasColor()
+ *           l_int32   pixaAnyColormaps()
+ *           l_int32   pixaGetDepthInfo()
+ *           PIXA     *pixaConvertToSameDepth()
+ *           l_int32   pixaEqual()
+ *           l_int32   pixaSetFullSizeBoxa()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* For more than this number of c.c. in a binarized image of
+     * semi-perimeter (w + h) about 5000 or less, the O(n) binsort
+     * is faster than the O(nlogn) shellsort.  */
+static const l_int32   MinCompsForBinSort = 200;
+
+    /* Don't rotate any angle smaller than this */
+static const l_float32  MinAngleToRotate = 0.001;  /* radians; ~0.06 deg */
+
+
+/*---------------------------------------------------------------------*
+ *                                Filters                              *
+ *---------------------------------------------------------------------*/
+/*
+ * These filters work on the connected components of 1 bpp images.
+ * They are typically used on pixa that have been generated from a Pix
+ * using pixConnComp(), so that the corresponding Boxa is available.
+ *
+ * The filters remove or retain c.c. based on these properties:
+ *    (a) size  [pixaFindDimensions()]
+ *    (b) area-to-perimeter ratio   [pixaFindAreaPerimRatio()]
+ *    (c) foreground area as a fraction of bounding box area (w * h)
+ *        [pixaFindForegroundArea()]
+ *    (d) number of foreground pixels   [pixaCountPixels()]
+ *    (e) width/height aspect ratio  [pixFindWidthHeightRatio()]
+ *
+ * We provide two different high-level interfaces:
+ *    (1) Functions that use one of the filters on either
+ *        a pix or the pixa of components.
+ *    (2) A general method that generates numas of indicator functions,
+ *        logically combines them, and efficiently removes or adds
+ *        the selected components.
+ *
+ * For interface (1), the filtering is performed with a single function call.
+ * This is the easiest way to do simple filtering.  These functions
+ * are named pixSelectBy*() and pixaSelectBy*(), where the '*' is one of:
+ *        Size
+ *        PerimToAreaRatio
+ *        PerimSizeRatio
+ *        AreaFraction
+ *        WidthHeightRatio
+ *
+ * For more complicated filtering, use the general method (2).
+ * The numa indicator functions for a pixa are generated by these functions:
+ *        pixaFindDimensions()
+ *        pixaFindPerimToAreaRatio()
+ *        pixaFindPerimSizeRatio()
+ *        pixaFindAreaFraction()
+ *        pixaCountPixels()
+ *        pixaFindWidthHeightRatio()
+ *        pixaFindWidthHeightProduct()
+ *
+ * Here is an illustration using the general method.  Suppose you want
+ * all 8-connected components that have a height greater than 40 pixels,
+ * a width not more than 30 pixels, between 150 and 300 fg pixels,
+ * and a perimeter-to-size ratio between 1.2 and 2.0.
+ *
+ *        // Generate the pixa of 8 cc pieces.
+ *    boxa = pixConnComp(pixs, &pixa, 8);
+ *
+ *        // Extract the data we need about each component.
+ *    pixaFindDimensions(pixa, &naw, &nah);
+ *    nas = pixaCountPixels(pixa);
+ *    nar = pixaFindPerimSizeRatio(pixa);
+ *
+ *        // Build the indicator arrays for the set of components,
+ *        // based on thresholds and selection criteria.
+ *    na1 = numaMakeThresholdIndicator(nah, 40, L_SELECT_IF_GT);
+ *    na2 = numaMakeThresholdIndicator(naw, 30, L_SELECT_IF_LTE);
+ *    na3 = numaMakeThresholdIndicator(nas, 150, L_SELECT_IF_GTE);
+ *    na4 = numaMakeThresholdIndicator(nas, 300, L_SELECT_IF_LTE);
+ *    na5 = numaMakeThresholdIndicator(nar, 1.2, L_SELECT_IF_GTE);
+ *    na6 = numaMakeThresholdIndicator(nar, 2.0, L_SELECT_IF_LTE);
+ *
+ *        // Combine the indicator arrays logically to find
+ *        // the components that will be retained.
+ *    nad = numaLogicalOp(NULL, na1, na2, L_INTERSECTION);
+ *    numaLogicalOp(nad, nad, na3, L_INTERSECTION);
+ *    numaLogicalOp(nad, nad, na4, L_INTERSECTION);
+ *    numaLogicalOp(nad, nad, na5, L_INTERSECTION);
+ *    numaLogicalOp(nad, nad, na6, L_INTERSECTION);
+ *
+ *        // Invert to get the components that will be removed.
+ *    numaInvert(nad, nad);
+ *
+ *        // Remove the components, in-place.
+ *    pixRemoveWithIndicator(pixs, pixa, nad);
+ */
+
+
+/*!
+ * \brief   pixSelectBySize()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    width, height  threshold dimensions
+ * \param[in]    connectivity   4 or 8
+ * \param[in]    type           L_SELECT_WIDTH, L_SELECT_HEIGHT,
+ *                              L_SELECT_IF_EITHER, L_SELECT_IF_BOTH
+ * \param[in]    relation       L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                              L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged       [optional] 1 if changed; 0 otherwise
+ * \return  filtered pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The args specify constraints on the size of the
+ *          components that are kept.
+ *      (2) If unchanged, returns a copy of pixs.  Otherwise,
+ *          returns a new pix with the filtered components.
+ *      (3) If the selection type is L_SELECT_WIDTH, the input
+ *          height is ignored, and v.v.
+ *      (4) To keep small components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep large components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ * 

+ */
+PIX *
+pixSelectBySize(PIX      *pixs,
+                l_int32   width,
+                l_int32   height,
+                l_int32   connectivity,
+                l_int32   type,
+                l_int32   relation,
+                l_int32  *pchanged)
+{
+l_int32  w, h, empty, changed, count;
+BOXA    *boxa;
+PIX     *pixd;
+PIXA    *pixas, *pixad;
+
+    PROCNAME("pixSelectBySize");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    if (type != L_SELECT_WIDTH && type != L_SELECT_HEIGHT &&
+        type != L_SELECT_IF_EITHER && type != L_SELECT_IF_BOTH)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT &&
+        relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE)
+        return (PIX *)ERROR_PTR("invalid relation", procName, NULL);
+    if (pchanged) *pchanged = FALSE;
+
+        /* Check if any components exist */
+    pixZero(pixs, &empty);
+    if (empty)
+        return pixCopy(NULL, pixs);
+
+        /* Identify and select the components */
+    boxa = pixConnComp(pixs, &pixas, connectivity);
+    pixad = pixaSelectBySize(pixas, width, height, type, relation, &changed);
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixas);
+
+    if (!changed) {
+        pixaDestroy(&pixad);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Render the result */
+    if (pchanged) *pchanged = TRUE;
+    pixGetDimensions(pixs, &w, &h, NULL);
+    count = pixaGetCount(pixad);
+    if (count == 0) {  /* return empty pix */
+        pixd = pixCreateTemplate(pixs);
+    } else {
+        pixd = pixaDisplay(pixad, w, h);
+        pixCopyResolution(pixd, pixs);
+        pixCopyColormap(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixCopyInputFormat(pixd, pixs);
+    }
+    pixaDestroy(&pixad);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaSelectBySize()
+ *
+ * \param[in]    pixas
+ * \param[in]    width, height  threshold dimensions
+ * \param[in]    type           L_SELECT_WIDTH, L_SELECT_HEIGHT,
+ *                              L_SELECT_IF_EITHER, L_SELECT_IF_BOTH
+ * \param[in]    relation       L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                              L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged       [optional] 1 if changed; 0 otherwise
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The args specify constraints on the size of the
+ *          components that are kept.
+ *      (2) Uses pix and box clones in the new pixa.
+ *      (3) If the selection type is L_SELECT_WIDTH, the input
+ *          height is ignored, and v.v.
+ *      (4) To keep small components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep large components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ * 

+ */
+PIXA *
+pixaSelectBySize(PIXA     *pixas,
+                 l_int32   width,
+                 l_int32   height,
+                 l_int32   type,
+                 l_int32   relation,
+                 l_int32  *pchanged)
+{
+NUMA  *na;
+PIXA  *pixad;
+
+    PROCNAME("pixaSelectBySize");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (type != L_SELECT_WIDTH && type != L_SELECT_HEIGHT &&
+        type != L_SELECT_IF_EITHER && type != L_SELECT_IF_BOTH)
+        return (PIXA *)ERROR_PTR("invalid type", procName, NULL);
+    if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT &&
+        relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE)
+        return (PIXA *)ERROR_PTR("invalid relation", procName, NULL);
+
+        /* Compute the indicator array for saving components */
+    na = pixaMakeSizeIndicator(pixas, width, height, type, relation);
+
+        /* Filter to get output */
+    pixad = pixaSelectWithIndicator(pixas, na, pchanged);
+
+    numaDestroy(&na);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaMakeSizeIndicator()
+ *
+ * \param[in]    pixa
+ * \param[in]    width, height  threshold dimensions
+ * \param[in]    type           L_SELECT_WIDTH, L_SELECT_HEIGHT,
+ *                              L_SELECT_IF_EITHER, L_SELECT_IF_BOTH
+ * \param[in]    relation       L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                              L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \return  na indicator array, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The args specify constraints on the size of the
+ *          components that are kept.
+ *      (2) If the selection type is L_SELECT_WIDTH, the input
+ *          height is ignored, and v.v.
+ *      (3) To keep small components, use relation = L_SELECT_IF_LT or
+ *          L_SELECT_IF_LTE.
+ *          To keep large components, use relation = L_SELECT_IF_GT or
+ *          L_SELECT_IF_GTE.
+ * 

+ */
+NUMA *
+pixaMakeSizeIndicator(PIXA     *pixa,
+                      l_int32   width,
+                      l_int32   height,
+                      l_int32   type,
+                      l_int32   relation)
+{
+l_int32  i, n, w, h, ival;
+NUMA    *na;
+
+    PROCNAME("pixaMakeSizeIndicator");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (type != L_SELECT_WIDTH && type != L_SELECT_HEIGHT &&
+        type != L_SELECT_IF_EITHER && type != L_SELECT_IF_BOTH)
+        return (NUMA *)ERROR_PTR("invalid type", procName, NULL);
+    if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT &&
+        relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE)
+        return (NUMA *)ERROR_PTR("invalid relation", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        ival = 0;
+        pixaGetPixDimensions(pixa, i, &w, &h, NULL);
+        switch (type)
+        {
+        case L_SELECT_WIDTH:
+            if ((relation == L_SELECT_IF_LT && w < width) ||
+                (relation == L_SELECT_IF_GT && w > width) ||
+                (relation == L_SELECT_IF_LTE && w <= width) ||
+                (relation == L_SELECT_IF_GTE && w >= width))
+                ival = 1;
+            break;
+        case L_SELECT_HEIGHT:
+            if ((relation == L_SELECT_IF_LT && h < height) ||
+                (relation == L_SELECT_IF_GT && h > height) ||
+                (relation == L_SELECT_IF_LTE && h <= height) ||
+                (relation == L_SELECT_IF_GTE && h >= height))
+                ival = 1;
+            break;
+        case L_SELECT_IF_EITHER:
+            if (((relation == L_SELECT_IF_LT) && (w < width || h < height)) ||
+                ((relation == L_SELECT_IF_GT) && (w > width || h > height)) ||
+               ((relation == L_SELECT_IF_LTE) && (w <= width || h <= height)) ||
+                ((relation == L_SELECT_IF_GTE) && (w >= width || h >= height)))
+                    ival = 1;
+            break;
+        case L_SELECT_IF_BOTH:
+            if (((relation == L_SELECT_IF_LT) && (w < width && h < height)) ||
+                ((relation == L_SELECT_IF_GT) && (w > width && h > height)) ||
+               ((relation == L_SELECT_IF_LTE) && (w <= width && h <= height)) ||
+                ((relation == L_SELECT_IF_GTE) && (w >= width && h >= height)))
+                    ival = 1;
+            break;
+        default:
+            L_WARNING("can't get here!\n", procName);
+            break;
+        }
+        numaAddNumber(na, ival);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   pixSelectByPerimToAreaRatio()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    thresh        threshold ratio of fg boundary to fg pixels
+ * \param[in]    connectivity  4 or 8
+ * \param[in]    type          L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                             L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged      [optional] 1 if changed; 0 if clone returned
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The args specify constraints on the size of the
+ *          components that are kept.
+ *      (2) If unchanged, returns a copy of pixs.  Otherwise,
+ *          returns a new pix with the filtered components.
+ *      (3) This filters "thick" components, where a thick component
+ *          is defined to have a ratio of boundary to interior pixels
+ *          that is smaller than a given threshold value.
+ *      (4) Use L_SELECT_IF_LT or L_SELECT_IF_LTE to save the thicker
+ *          components, and L_SELECT_IF_GT or L_SELECT_IF_GTE to remove them.
+ * 

+ */
+PIX *
+pixSelectByPerimToAreaRatio(PIX       *pixs,
+                            l_float32  thresh,
+                            l_int32    connectivity,
+                            l_int32    type,
+                            l_int32   *pchanged)
+{
+l_int32  w, h, empty, changed, count;
+BOXA    *boxa;
+PIX     *pixd;
+PIXA    *pixas, *pixad;
+
+    PROCNAME("pixSelectByPerimToAreaRatio");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (pchanged) *pchanged = FALSE;
+
+        /* Check if any components exist */
+    pixZero(pixs, &empty);
+    if (empty)
+        return pixCopy(NULL, pixs);
+
+        /* Filter thin components */
+    boxa = pixConnComp(pixs, &pixas, connectivity);
+    pixad = pixaSelectByPerimToAreaRatio(pixas, thresh, type, &changed);
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixas);
+
+    if (!changed) {
+        pixaDestroy(&pixad);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Render the result */
+    if (pchanged) *pchanged = TRUE;
+    pixGetDimensions(pixs, &w, &h, NULL);
+    count = pixaGetCount(pixad);
+    if (count == 0) {  /* return empty pix */
+        pixd = pixCreateTemplate(pixs);
+    } else {
+        pixd = pixaDisplay(pixad, w, h);
+        pixCopyResolution(pixd, pixs);
+        pixCopyColormap(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixCopyInputFormat(pixd, pixs);
+    }
+    pixaDestroy(&pixad);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaSelectByPerimToAreaRatio()
+ *
+ * \param[in]    pixas
+ * \param[in]    thresh     threshold ratio of fg boundary to fg pixels
+ * \param[in]    type       L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                          L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged   [optional] 1 if changed; 0 if clone returned
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a pixa clone if no components are removed.
+ *      (2) Uses pix and box clones in the new pixa.
+ *      (3) See pixSelectByPerimToAreaRatio().
+ * 

+ */
+PIXA *
+pixaSelectByPerimToAreaRatio(PIXA      *pixas,
+                             l_float32  thresh,
+                             l_int32    type,
+                             l_int32   *pchanged)
+{
+NUMA  *na, *nai;
+PIXA  *pixad;
+
+    PROCNAME("pixaSelectByPerimToAreaRatio");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIXA *)ERROR_PTR("invalid type", procName, NULL);
+
+        /* Compute component ratios. */
+    na = pixaFindPerimToAreaRatio(pixas);
+
+        /* Generate indicator array for elements to be saved. */
+    nai = numaMakeThresholdIndicator(na, thresh, type);
+    numaDestroy(&na);
+
+        /* Filter to get output */
+    pixad = pixaSelectWithIndicator(pixas, nai, pchanged);
+
+    numaDestroy(&nai);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixSelectByPerimSizeRatio()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    thresh        threshold ratio of fg boundary to fg pixels
+ * \param[in]    connectivity  4 or 8
+ * \param[in]    type          L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                             L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged      [optional] 1 if changed; 0 if clone returned
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The args specify constraints on the size of the
+ *          components that are kept.
+ *      (2) If unchanged, returns a copy of pixs.  Otherwise,
+ *          returns a new pix with the filtered components.
+ *      (3) This filters components with smooth vs. dendritic shape, using
+ *          the ratio of the fg boundary pixels to the circumference of
+ *          the bounding box, and comparing it to a threshold value.
+ *      (4) Use L_SELECT_IF_LT or L_SELECT_IF_LTE to save the smooth
+ *          boundary components, and L_SELECT_IF_GT or L_SELECT_IF_GTE
+ *          to remove them.
+ * 

+ */
+PIX *
+pixSelectByPerimSizeRatio(PIX       *pixs,
+                          l_float32  thresh,
+                          l_int32    connectivity,
+                          l_int32    type,
+                          l_int32   *pchanged)
+{
+l_int32  w, h, empty, changed, count;
+BOXA    *boxa;
+PIX     *pixd;
+PIXA    *pixas, *pixad;
+
+    PROCNAME("pixSelectByPerimSizeRatio");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (pchanged) *pchanged = FALSE;
+
+        /* Check if any components exist */
+    pixZero(pixs, &empty);
+    if (empty)
+        return pixCopy(NULL, pixs);
+
+        /* Filter thin components */
+    boxa = pixConnComp(pixs, &pixas, connectivity);
+    pixad = pixaSelectByPerimSizeRatio(pixas, thresh, type, &changed);
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixas);
+
+    if (!changed) {
+        pixaDestroy(&pixad);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Render the result */
+    if (pchanged) *pchanged = TRUE;
+    pixGetDimensions(pixs, &w, &h, NULL);
+    count = pixaGetCount(pixad);
+    if (count == 0) {  /* return empty pix */
+        pixd = pixCreateTemplate(pixs);
+    } else {
+        pixd = pixaDisplay(pixad, w, h);
+        pixCopyResolution(pixd, pixs);
+        pixCopyColormap(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixCopyInputFormat(pixd, pixs);
+    }
+    pixaDestroy(&pixad);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaSelectByPerimSizeRatio()
+ *
+ * \param[in]    pixas
+ * \param[in]    thresh    threshold ratio of fg boundary to b.b. circumference
+ * \param[in]    type      L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                         L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged  [optional] 1 if changed; 0 if clone returned
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a pixa clone if no components are removed.
+ *      (2) Uses pix and box clones in the new pixa.
+ *      (3) See pixSelectByPerimSizeRatio().
+ * 

+ */
+PIXA *
+pixaSelectByPerimSizeRatio(PIXA      *pixas,
+                           l_float32  thresh,
+                           l_int32    type,
+                           l_int32   *pchanged)
+{
+NUMA  *na, *nai;
+PIXA  *pixad;
+
+    PROCNAME("pixaSelectByPerimSizeRatio");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIXA *)ERROR_PTR("invalid type", procName, NULL);
+
+        /* Compute component ratios. */
+    na = pixaFindPerimSizeRatio(pixas);
+
+        /* Generate indicator array for elements to be saved. */
+    nai = numaMakeThresholdIndicator(na, thresh, type);
+    numaDestroy(&na);
+
+        /* Filter to get output */
+    pixad = pixaSelectWithIndicator(pixas, nai, pchanged);
+
+    numaDestroy(&nai);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixSelectByAreaFraction()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    thresh        threshold ratio of fg pixels to (w * h)
+ * \param[in]    connectivity  4 or 8
+ * \param[in]    type          L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                             L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged      [optional] 1 if changed; 0 if clone returned
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The args specify constraints on the amount of foreground
+ *          coverage of the components that are kept.
+ *      (2) If unchanged, returns a copy of pixs.  Otherwise,
+ *          returns a new pix with the filtered components.
+ *      (3) This filters components based on the fraction of fg pixels
+ *          of the component in its bounding box.
+ *      (4) Use L_SELECT_IF_LT or L_SELECT_IF_LTE to save components
+ *          with less than the threshold fraction of foreground, and
+ *          L_SELECT_IF_GT or L_SELECT_IF_GTE to remove them.
+ * 

+ */
+PIX *
+pixSelectByAreaFraction(PIX       *pixs,
+                        l_float32  thresh,
+                        l_int32    connectivity,
+                        l_int32    type,
+                        l_int32   *pchanged)
+{
+l_int32  w, h, empty, changed, count;
+BOXA    *boxa;
+PIX     *pixd;
+PIXA    *pixas, *pixad;
+
+    PROCNAME("pixSelectByAreaFraction");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (pchanged) *pchanged = FALSE;
+
+        /* Check if any components exist */
+    pixZero(pixs, &empty);
+    if (empty)
+        return pixCopy(NULL, pixs);
+
+        /* Filter components */
+    boxa = pixConnComp(pixs, &pixas, connectivity);
+    pixad = pixaSelectByAreaFraction(pixas, thresh, type, &changed);
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixas);
+
+    if (!changed) {
+        pixaDestroy(&pixad);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Render the result */
+    if (pchanged) *pchanged = TRUE;
+    pixGetDimensions(pixs, &w, &h, NULL);
+    count = pixaGetCount(pixad);
+    if (count == 0) {  /* return empty pix */
+        pixd = pixCreateTemplate(pixs);
+    } else {
+        pixd = pixaDisplay(pixad, w, h);
+        pixCopyResolution(pixd, pixs);
+        pixCopyColormap(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixCopyInputFormat(pixd, pixs);
+    }
+    pixaDestroy(&pixad);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaSelectByAreaFraction()
+ *
+ * \param[in]    pixas
+ * \param[in]    thresh      threshold ratio of fg pixels to (w * h)
+ * \param[in]    type        L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                           L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged    [optional] 1 if changed; 0 if clone returned
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a pixa clone if no components are removed.
+ *      (2) Uses pix and box clones in the new pixa.
+ *      (3) This filters components based on the fraction of fg pixels
+ *          of the component in its bounding box.
+ *      (4) Use L_SELECT_IF_LT or L_SELECT_IF_LTE to save components
+ *          with less than the threshold fraction of foreground, and
+ *          L_SELECT_IF_GT or L_SELECT_IF_GTE to remove them.
+ * 

+ */
+PIXA *
+pixaSelectByAreaFraction(PIXA      *pixas,
+                         l_float32  thresh,
+                         l_int32    type,
+                         l_int32   *pchanged)
+{
+NUMA  *na, *nai;
+PIXA  *pixad;
+
+    PROCNAME("pixaSelectByAreaFraction");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIXA *)ERROR_PTR("invalid type", procName, NULL);
+
+        /* Compute component ratios. */
+    na = pixaFindAreaFraction(pixas);
+
+        /* Generate indicator array for elements to be saved. */
+    nai = numaMakeThresholdIndicator(na, thresh, type);
+    numaDestroy(&na);
+
+        /* Filter to get output */
+    pixad = pixaSelectWithIndicator(pixas, nai, pchanged);
+
+    numaDestroy(&nai);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixSelectByWidthHeightRatio()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    thresh        threshold ratio of width/height
+ * \param[in]    connectivity  4 or 8
+ * \param[in]    type          L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                             L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged      [optional] 1 if changed; 0 if clone returned
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The args specify constraints on the width-to-height ratio
+ *          for components that are kept.
+ *      (2) If unchanged, returns a copy of pixs.  Otherwise,
+ *          returns a new pix with the filtered components.
+ *      (3) This filters components based on the width-to-height ratios.
+ *      (4) Use L_SELECT_IF_LT or L_SELECT_IF_LTE to save components
+ *          with less than the threshold ratio, and
+ *          L_SELECT_IF_GT or L_SELECT_IF_GTE to remove them.
+ * 

+ */
+PIX *
+pixSelectByWidthHeightRatio(PIX       *pixs,
+                            l_float32  thresh,
+                            l_int32    connectivity,
+                            l_int32    type,
+                            l_int32   *pchanged)
+{
+l_int32  w, h, empty, changed, count;
+BOXA    *boxa;
+PIX     *pixd;
+PIXA    *pixas, *pixad;
+
+    PROCNAME("pixSelectByWidthHeightRatio");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (pchanged) *pchanged = FALSE;
+
+        /* Check if any components exist */
+    pixZero(pixs, &empty);
+    if (empty)
+        return pixCopy(NULL, pixs);
+
+        /* Filter components */
+    boxa = pixConnComp(pixs, &pixas, connectivity);
+    pixad = pixaSelectByWidthHeightRatio(pixas, thresh, type, &changed);
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixas);
+
+    if (!changed) {
+        pixaDestroy(&pixad);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Render the result */
+    if (pchanged) *pchanged = TRUE;
+    pixGetDimensions(pixs, &w, &h, NULL);
+    count = pixaGetCount(pixad);
+    if (count == 0) {  /* return empty pix */
+        pixd = pixCreateTemplate(pixs);
+    } else {
+        pixd = pixaDisplay(pixad, w, h);
+        pixCopyResolution(pixd, pixs);
+        pixCopyColormap(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixCopyInputFormat(pixd, pixs);
+    }
+    pixaDestroy(&pixad);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaSelectByWidthHeightRatio()
+ *
+ * \param[in]    pixas
+ * \param[in]    thresh      threshold ratio of width/height
+ * \param[in]    type        L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                           L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \param[out]   pchanged    [optional] 1 if changed; 0 if clone returned
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a pixa clone if no components are removed.
+ *      (2) Uses pix and box clones in the new pixa.
+ *      (3) This filters components based on the width-to-height ratio
+ *          of each pix.
+ *      (4) Use L_SELECT_IF_LT or L_SELECT_IF_LTE to save components
+ *          with less than the threshold ratio, and
+ *          L_SELECT_IF_GT or L_SELECT_IF_GTE to remove them.
+ * 

+ */
+PIXA *
+pixaSelectByWidthHeightRatio(PIXA      *pixas,
+                             l_float32  thresh,
+                             l_int32    type,
+                             l_int32   *pchanged)
+{
+NUMA  *na, *nai;
+PIXA  *pixad;
+
+    PROCNAME("pixaSelectByWidthHeightRatio");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (type != L_SELECT_IF_LT && type != L_SELECT_IF_GT &&
+        type != L_SELECT_IF_LTE && type != L_SELECT_IF_GTE)
+        return (PIXA *)ERROR_PTR("invalid type", procName, NULL);
+
+        /* Compute component ratios. */
+    na = pixaFindWidthHeightRatio(pixas);
+
+        /* Generate indicator array for elements to be saved. */
+    nai = numaMakeThresholdIndicator(na, thresh, type);
+    numaDestroy(&na);
+
+        /* Filter to get output */
+    pixad = pixaSelectWithIndicator(pixas, nai, pchanged);
+
+    numaDestroy(&nai);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaSelectByNumConnComp()
+ *
+ * \param[in]    pixas
+ * \param[in]    nmin          minimum number of components
+ * \param[in]    nmax          maximum number of components
+ * \param[in]    connectivity  4 or 8
+ * \param[out]   pchanged      [optional] 1 if changed; 0 if clone returned
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a pixa clone if no components are removed.
+ *      (2) Uses pix and box clones in the new pixa.
+ *      (3) This filters by the number of connected components in
+ *          a given range.
+ * 

+ */
+PIXA *
+pixaSelectByNumConnComp(PIXA      *pixas,
+                        l_int32    nmin,
+                        l_int32    nmax,
+                        l_int32    connectivity,
+                        l_int32   *pchanged)
+{
+l_int32  n, i, count;
+NUMA    *na;
+PIX     *pix;
+PIXA    *pixad;
+
+    PROCNAME("pixaSelectByNumConnComp");
+
+    if (pchanged) *pchanged = 0;
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (nmin > nmax)
+        return (PIXA *)ERROR_PTR("nmin > nmax", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIXA *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+        /* Get indicator array based on number of c.c. */
+    n = pixaGetCount(pixas);
+    na = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixas, i, L_CLONE);
+        pixCountConnComp(pix, connectivity, &count);
+        if (count >= nmin && count <= nmax)
+            numaAddNumber(na, 1);
+        else
+            numaAddNumber(na, 0);
+        pixDestroy(&pix);
+    }
+
+        /* Filter to get output */
+    pixad = pixaSelectWithIndicator(pixas, na, pchanged);
+    numaDestroy(&na);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaSelectWithIndicator()
+ *
+ * \param[in]    pixas
+ * \param[in]    na         indicator numa
+ * \param[out]   pchanged   [optional] 1 if changed; 0 if clone returned
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a pixa clone if no components are removed.
+ *      (2) Uses pix and box clones in the new pixa.
+ *      (3) The indicator numa has values 0 (ignore) and 1 (accept).
+ *      (4) If the source boxa is not fully populated, it is left
+ *          empty in the dest pixa.
+ * 

+ */
+PIXA *
+pixaSelectWithIndicator(PIXA     *pixas,
+                        NUMA     *na,
+                        l_int32  *pchanged)
+{
+l_int32  i, n, nbox, ival, nsave;
+BOX     *box;
+PIX     *pix1;
+PIXA    *pixad;
+
+    PROCNAME("pixaSelectWithIndicator");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!na)
+        return (PIXA *)ERROR_PTR("na not defined", procName, NULL);
+
+    nsave = 0;
+    n = numaGetCount(na);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(na, i, &ival);
+        if (ival == 1) nsave++;
+    }
+
+    if (nsave == n) {
+        if (pchanged) *pchanged = FALSE;
+        return pixaCopy(pixas, L_CLONE);
+    }
+    if (pchanged) *pchanged = TRUE;
+    pixad = pixaCreate(nsave);
+    nbox = pixaGetBoxaCount(pixas);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(na, i, &ival);
+        if (ival == 0) continue;
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pixaAddPix(pixad, pix1, L_INSERT);
+        if (nbox == n) {   /* fully populated boxa */
+            box = pixaGetBox(pixas, i, L_CLONE);
+            pixaAddBox(pixad, box, L_INSERT);
+        }
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixRemoveWithIndicator()
+ *
+ * \param[in]    pixs     1 bpp pix from which components are removed; in-place
+ * \param[in]    pixa     of connected components in pixs
+ * \param[in]    na       numa indicator: remove components corresponding to 1s
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This complements pixAddWithIndicator().   Here, the selected
+ *          components are set subtracted from pixs.
+ * 

+ */
+l_ok
+pixRemoveWithIndicator(PIX   *pixs,
+                       PIXA  *pixa,
+                       NUMA  *na)
+{
+l_int32  i, n, ival, x, y, w, h;
+BOX     *box;
+PIX     *pix;
+
+    PROCNAME("pixRemoveWithIndicator");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (!na)
+        return ERROR_INT("na not defined", procName, 1);
+    n = pixaGetCount(pixa);
+    if (n != numaGetCount(na))
+        return ERROR_INT("pixa and na sizes not equal", procName, 1);
+
+    for (i = 0; i < n; i++) {
+        numaGetIValue(na, i, &ival);
+        if (ival == 1) {
+            pix = pixaGetPix(pixa, i, L_CLONE);
+            box = pixaGetBox(pixa, i, L_CLONE);
+            boxGetGeometry(box, &x, &y, &w, &h);
+            pixRasterop(pixs, x, y, w, h, PIX_DST & PIX_NOT(PIX_SRC),
+                        pix, 0, 0);
+            boxDestroy(&box);
+            pixDestroy(&pix);
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixAddWithIndicator()
+ *
+ * \param[in]    pixs     1 bpp pix from which components are added; in-place
+ * \param[in]    pixa     of connected components, some of which will be put
+ *                        into pixs
+ * \param[in]    na       numa indicator: add components corresponding to 1s
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This complements pixRemoveWithIndicator().   Here, the selected
+ *          components are added to pixs.
+ * 

+ */
+l_ok
+pixAddWithIndicator(PIX   *pixs,
+                    PIXA  *pixa,
+                    NUMA  *na)
+{
+l_int32  i, n, ival, x, y, w, h;
+BOX     *box;
+PIX     *pix;
+
+    PROCNAME("pixAddWithIndicator");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (!na)
+        return ERROR_INT("na not defined", procName, 1);
+    n = pixaGetCount(pixa);
+    if (n != numaGetCount(na))
+        return ERROR_INT("pixa and na sizes not equal", procName, 1);
+
+    for (i = 0; i < n; i++) {
+        numaGetIValue(na, i, &ival);
+        if (ival == 1) {
+            pix = pixaGetPix(pixa, i, L_CLONE);
+            box = pixaGetBox(pixa, i, L_CLONE);
+            boxGetGeometry(box, &x, &y, &w, &h);
+            pixRasterop(pixs, x, y, w, h, PIX_SRC | PIX_DST, pix, 0, 0);
+            boxDestroy(&box);
+            pixDestroy(&pix);
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaSelectWithString()
+ *
+ * \param[in]    pixas
+ * \param[in]    str      string of indices into pixa, giving the pix to
+ *                        be selected
+ * \param[out]   perror   [optional] 1 if any indices are invalid;
+ *                        0 if all indices are valid
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a pixa with copies of selected pix.
+ *      (2) Associated boxes are also copied, if fully populated.
+ * 

+ */
+PIXA *
+pixaSelectWithString(PIXA        *pixas,
+                     const char  *str,
+                     l_int32     *perror)
+{
+l_int32    i, nval, npix, nbox, val, imaxval;
+l_float32  maxval;
+BOX       *box;
+NUMA      *na;
+PIX       *pix1;
+PIXA      *pixad;
+
+    PROCNAME("pixaSelectWithString");
+
+    if (perror) *perror = 0;
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!str)
+        return (PIXA *)ERROR_PTR("str not defined", procName, NULL);
+
+    if ((na = numaCreateFromString(str)) == NULL)
+        return (PIXA *)ERROR_PTR("na not made", procName, NULL);
+    if ((nval = numaGetCount(na)) == 0) {
+        numaDestroy(&na);
+        return (PIXA *)ERROR_PTR("no indices found", procName, NULL);
+    }
+    numaGetMax(na, &maxval, NULL);
+    imaxval = (l_int32)(maxval + 0.1);
+    nbox = pixaGetBoxaCount(pixas);
+    npix = pixaGetCount(pixas);
+    if (imaxval >= npix) {
+        if (perror) *perror = 1;
+        L_ERROR("max index = %d, size of pixa = %d\n", procName, imaxval, npix);
+    }
+
+    pixad = pixaCreate(nval);
+    for (i = 0; i < nval; i++) {
+        numaGetIValue(na, i, &val);
+        if (val < 0 || val >= npix) {
+            L_ERROR("index %d out of range of pix\n", procName, val);
+            continue;
+        }
+        pix1 = pixaGetPix(pixas, val, L_COPY);
+        pixaAddPix(pixad, pix1, L_INSERT);
+        if (nbox == npix) {   /* fully populated boxa */
+            box = pixaGetBox(pixas, val, L_COPY);
+            pixaAddBox(pixad, box, L_INSERT);
+        }
+    }
+    numaDestroy(&na);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaRenderComponent()
+ *
+ * \param[in]    pixs    [optional] 1 bpp pix
+ * \param[in]    pixa    of 1 bpp connected components, one of which will
+ *                       be rendered in pixs, with its origin determined
+ *                       by the associated box.
+ * \param[in]    index   of component to be rendered
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs is null, this generates an empty pix of a size determined
+ *          by union of the component bounding boxes, and including the origin.
+ *      (2) The selected component is blitted into pixs.
+ * 

+ */
+PIX *
+pixaRenderComponent(PIX     *pixs,
+                    PIXA    *pixa,
+                    l_int32  index)
+{
+l_int32  n, x, y, w, h, same, maxd;
+BOX     *box;
+BOXA    *boxa;
+PIX     *pix;
+
+    PROCNAME("pixaRenderComponent");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, pixs);
+    n = pixaGetCount(pixa);
+    if (index < 0 || index >= n)
+        return (PIX *)ERROR_PTR("invalid index", procName, pixs);
+    if (pixs && (pixGetDepth(pixs) != 1))
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixs);
+    pixaVerifyDepth(pixa, &same, &maxd);
+    if (maxd > 1)
+        return (PIX *)ERROR_PTR("not all pix with d == 1", procName, pixs);
+
+    boxa = pixaGetBoxa(pixa, L_CLONE);
+    if (!pixs) {
+        boxaGetExtent(boxa, &w, &h, NULL);
+        pixs = pixCreate(w, h, 1);
+    }
+
+    pix = pixaGetPix(pixa, index, L_CLONE);
+    box = boxaGetBox(boxa, index, L_CLONE);
+    boxGetGeometry(box, &x, &y, &w, &h);
+    pixRasterop(pixs, x, y, w, h, PIX_SRC | PIX_DST, pix, 0, 0);
+    boxDestroy(&box);
+    pixDestroy(&pix);
+    boxaDestroy(&boxa);
+
+    return pixs;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                              Sort functions                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaSort()
+ *
+ * \param[in]    pixas
+ * \param[in]    sorttype   L_SORT_BY_X, L_SORT_BY_Y, L_SORT_BY_WIDTH,
+ *                          L_SORT_BY_HEIGHT, L_SORT_BY_MIN_DIMENSION,
+ *                          L_SORT_BY_MAX_DIMENSION, L_SORT_BY_PERIMETER,
+ *                          L_SORT_BY_AREA, L_SORT_BY_ASPECT_RATIO
+ * \param[in]    sortorder  L_SORT_INCREASING, L_SORT_DECREASING
+ * \param[out]   pnaindex   [optional] index of sorted order into
+ *                          original array
+ * \param[in]    copyflag   L_COPY, L_CLONE
+ * \return  pixad sorted version of pixas, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This sorts based on the data in the boxa.  If the boxa
+ *          count is not the same as the pixa count, this returns an error.
+ *      (2) If the boxa is empty, it makes one corresponding to the
+ *          dimensions of each pix, which allows meaningful sorting on
+ *          all types except x and y.
+ *      (3) The copyflag refers to the pix and box copies that are
+ *          inserted into the sorted pixa.  These are either L_COPY
+ *          or L_CLONE.
+ * 

+ */
+PIXA *
+pixaSort(PIXA    *pixas,
+         l_int32  sorttype,
+         l_int32  sortorder,
+         NUMA   **pnaindex,
+         l_int32  copyflag)
+{
+l_int32  i, n, nb, x, y, w, h;
+BOXA    *boxa;
+NUMA    *na, *naindex;
+PIXA    *pixad;
+
+    PROCNAME("pixaSort");
+
+    if (pnaindex) *pnaindex = NULL;
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (sorttype != L_SORT_BY_X && sorttype != L_SORT_BY_Y &&
+        sorttype != L_SORT_BY_WIDTH && sorttype != L_SORT_BY_HEIGHT &&
+        sorttype != L_SORT_BY_MIN_DIMENSION &&
+        sorttype != L_SORT_BY_MAX_DIMENSION &&
+        sorttype != L_SORT_BY_PERIMETER &&
+        sorttype != L_SORT_BY_AREA &&
+        sorttype != L_SORT_BY_ASPECT_RATIO)
+        return (PIXA *)ERROR_PTR("invalid sort type", procName, NULL);
+    if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING)
+        return (PIXA *)ERROR_PTR("invalid sort order", procName, NULL);
+    if (copyflag != L_COPY && copyflag != L_CLONE)
+        return (PIXA *)ERROR_PTR("invalid copy flag", procName, NULL);
+
+        /* Check the pixa and boxa counts. Make a boxa if required. */
+    if ((n = pixaGetCount(pixas)) == 0) {
+        L_INFO("no pix in pixa\n", procName);
+        return pixaCopy(pixas, copyflag);
+    }
+    if ((boxa = pixas->boxa) == NULL)   /* not owned; do not destroy */
+        return (PIXA *)ERROR_PTR("boxa not found!", procName, NULL);
+    nb = boxaGetCount(boxa);
+    if (nb == 0) {
+        pixaSetFullSizeBoxa(pixas);
+        nb = n;
+        boxa = pixas->boxa;  /* not owned */
+        if (sorttype == L_SORT_BY_X || sorttype == L_SORT_BY_Y)
+            L_WARNING("sort by x or y where all values are 0\n", procName);
+    }
+    if (nb != n)
+        return (PIXA *)ERROR_PTR("boxa and pixa counts differ", procName, NULL);
+
+        /* Use O(n) binsort if possible */
+    if (n > MinCompsForBinSort &&
+        ((sorttype == L_SORT_BY_X) || (sorttype == L_SORT_BY_Y) ||
+         (sorttype == L_SORT_BY_WIDTH) || (sorttype == L_SORT_BY_HEIGHT) ||
+         (sorttype == L_SORT_BY_PERIMETER)))
+        return pixaBinSort(pixas, sorttype, sortorder, pnaindex, copyflag);
+
+        /* Build up numa of specific data */
+    if ((na = numaCreate(n)) == NULL)
+        return (PIXA *)ERROR_PTR("na not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        boxaGetBoxGeometry(boxa, i, &x, &y, &w, &h);
+        switch (sorttype)
+        {
+        case L_SORT_BY_X:
+            numaAddNumber(na, x);
+            break;
+        case L_SORT_BY_Y:
+            numaAddNumber(na, y);
+            break;
+        case L_SORT_BY_WIDTH:
+            numaAddNumber(na, w);
+            break;
+        case L_SORT_BY_HEIGHT:
+            numaAddNumber(na, h);
+            break;
+        case L_SORT_BY_MIN_DIMENSION:
+            numaAddNumber(na, L_MIN(w, h));
+            break;
+        case L_SORT_BY_MAX_DIMENSION:
+            numaAddNumber(na, L_MAX(w, h));
+            break;
+        case L_SORT_BY_PERIMETER:
+            numaAddNumber(na, w + h);
+            break;
+        case L_SORT_BY_AREA:
+            numaAddNumber(na, w * h);
+            break;
+        case L_SORT_BY_ASPECT_RATIO:
+            numaAddNumber(na, (l_float32)w / (l_float32)h);
+            break;
+        default:
+            L_WARNING("invalid sort type\n", procName);
+        }
+    }
+
+        /* Get the sort index for data array */
+    naindex = numaGetSortIndex(na, sortorder);
+    numaDestroy(&na);
+    if (!naindex)
+        return (PIXA *)ERROR_PTR("naindex not made", procName, NULL);
+
+        /* Build up sorted pixa using sort index */
+    if ((pixad = pixaSortByIndex(pixas, naindex, copyflag)) == NULL) {
+        numaDestroy(&naindex);
+        return (PIXA *)ERROR_PTR("pixad not made", procName, NULL);
+    }
+
+    if (pnaindex)
+        *pnaindex = naindex;
+    else
+        numaDestroy(&naindex);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaBinSort()
+ *
+ * \param[in]    pixas
+ * \param[in]    sorttype    L_SORT_BY_X, L_SORT_BY_Y, L_SORT_BY_WIDTH,
+ *                           L_SORT_BY_HEIGHT, L_SORT_BY_PERIMETER
+ * \param[in]    sortorder   L_SORT_INCREASING, L_SORT_DECREASING
+ * \param[out]   pnaindex    [optional] index of sorted order into
+ *                           original array
+ * \param[in]    copyflag    L_COPY, L_CLONE
+ * \return  pixad sorted version of pixas, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This sorts based on the data in the boxa.  If the boxa
+ *          count is not the same as the pixa count, this returns an error.
+ *      (2) The copyflag refers to the pix and box copies that are
+ *          inserted into the sorted pixa.  These are either L_COPY
+ *          or L_CLONE.
+ *      (3) For a large number of boxes (say, greater than 1000), this
+ *          O(n) binsort is much faster than the O(nlogn) shellsort.
+ *          For 5000 components, this is over 20x faster than boxaSort().
+ *      (4) Consequently, pixaSort() calls this function if it will
+ *          likely go much faster.
+ * 

+ */
+PIXA *
+pixaBinSort(PIXA    *pixas,
+            l_int32  sorttype,
+            l_int32  sortorder,
+            NUMA   **pnaindex,
+            l_int32  copyflag)
+{
+l_int32  i, n, x, y, w, h;
+BOXA    *boxa;
+NUMA    *na, *naindex;
+PIXA    *pixad;
+
+    PROCNAME("pixaBinSort");
+
+    if (pnaindex) *pnaindex = NULL;
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (sorttype != L_SORT_BY_X && sorttype != L_SORT_BY_Y &&
+        sorttype != L_SORT_BY_WIDTH && sorttype != L_SORT_BY_HEIGHT &&
+        sorttype != L_SORT_BY_PERIMETER)
+        return (PIXA *)ERROR_PTR("invalid sort type", procName, NULL);
+    if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING)
+        return (PIXA *)ERROR_PTR("invalid sort order", procName, NULL);
+    if (copyflag != L_COPY && copyflag != L_CLONE)
+        return (PIXA *)ERROR_PTR("invalid copy flag", procName, NULL);
+
+        /* Verify that the pixa and its boxa have the same count */
+    if ((boxa = pixas->boxa) == NULL)   /* not owned; do not destroy */
+        return (PIXA *)ERROR_PTR("boxa not found", procName, NULL);
+    n = pixaGetCount(pixas);
+    if (boxaGetCount(boxa) != n)
+        return (PIXA *)ERROR_PTR("boxa and pixa counts differ", procName, NULL);
+
+        /* Generate Numa of appropriate box dimensions */
+    if ((na = numaCreate(n)) == NULL)
+        return (PIXA *)ERROR_PTR("na not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        boxaGetBoxGeometry(boxa, i, &x, &y, &w, &h);
+        switch (sorttype)
+        {
+        case L_SORT_BY_X:
+            numaAddNumber(na, x);
+            break;
+        case L_SORT_BY_Y:
+            numaAddNumber(na, y);
+            break;
+        case L_SORT_BY_WIDTH:
+            numaAddNumber(na, w);
+            break;
+        case L_SORT_BY_HEIGHT:
+            numaAddNumber(na, h);
+            break;
+        case L_SORT_BY_PERIMETER:
+            numaAddNumber(na, w + h);
+            break;
+        default:
+            L_WARNING("invalid sort type\n", procName);
+        }
+    }
+
+        /* Get the sort index for data array */
+    naindex = numaGetBinSortIndex(na, sortorder);
+    numaDestroy(&na);
+    if (!naindex)
+        return (PIXA *)ERROR_PTR("naindex not made", procName, NULL);
+
+        /* Build up sorted pixa using sort index */
+    if ((pixad = pixaSortByIndex(pixas, naindex, copyflag)) == NULL) {
+        numaDestroy(&naindex);
+        return (PIXA *)ERROR_PTR("pixad not made", procName, NULL);
+    }
+
+    if (pnaindex)
+        *pnaindex = naindex;
+    else
+        numaDestroy(&naindex);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaSortByIndex()
+ *
+ * \param[in]    pixas
+ * \param[in]    naindex    na that maps from the new pixa to the input pixa
+ * \param[in]    copyflag   L_COPY, L_CLONE
+ * \return  pixad sorted, or NULL on error
+ */
+PIXA *
+pixaSortByIndex(PIXA    *pixas,
+                NUMA    *naindex,
+                l_int32  copyflag)
+{
+l_int32  i, n, index;
+BOX     *box;
+PIX     *pix;
+PIXA    *pixad;
+
+    PROCNAME("pixaSortByIndex");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!naindex)
+        return (PIXA *)ERROR_PTR("naindex not defined", procName, NULL);
+    if (copyflag != L_CLONE && copyflag != L_COPY)
+        return (PIXA *)ERROR_PTR("invalid copyflag", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(naindex, i, &index);
+        pix = pixaGetPix(pixas, index, copyflag);
+        box = pixaGetBox(pixas, index, copyflag);
+        pixaAddPix(pixad, pix, L_INSERT);
+        pixaAddBox(pixad, box, L_INSERT);
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaSort2dByIndex()
+ *
+ * \param[in]    pixas
+ * \param[in]    naa       numaa that maps from the new pixaa to the input pixas
+ * \param[in]    copyflag  L_CLONE or L_COPY
+ * \return  paa sorted, or NULL on error
+ */
+PIXAA *
+pixaSort2dByIndex(PIXA    *pixas,
+                  NUMAA   *naa,
+                  l_int32  copyflag)
+{
+l_int32  pixtot, ntot, i, j, n, nn, index;
+BOX     *box;
+NUMA    *na;
+PIX     *pix;
+PIXA    *pixa;
+PIXAA   *paa;
+
+    PROCNAME("pixaSort2dByIndex");
+
+    if (!pixas)
+        return (PIXAA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!naa)
+        return (PIXAA *)ERROR_PTR("naindex not defined", procName, NULL);
+
+        /* Check counts */
+    ntot = numaaGetNumberCount(naa);
+    pixtot = pixaGetCount(pixas);
+    if (ntot != pixtot)
+        return (PIXAA *)ERROR_PTR("element count mismatch", procName, NULL);
+
+    n = numaaGetCount(naa);
+    paa = pixaaCreate(n);
+    for (i = 0; i < n; i++) {
+        na = numaaGetNuma(naa, i, L_CLONE);
+        nn = numaGetCount(na);
+        pixa = pixaCreate(nn);
+        for (j = 0; j < nn; j++) {
+            numaGetIValue(na, j, &index);
+            pix = pixaGetPix(pixas, index, copyflag);
+            box = pixaGetBox(pixas, index, copyflag);
+            pixaAddPix(pixa, pix, L_INSERT);
+            pixaAddBox(pixa, box, L_INSERT);
+        }
+        pixaaAddPixa(paa, pixa, L_INSERT);
+        numaDestroy(&na);
+    }
+
+    return paa;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                    Pixa and Pixaa range selection                   *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaSelectRange()
+ *
+ * \param[in]    pixas
+ * \param[in]    first     use 0 to select from the beginning
+ * \param[in]    last      use -1 to select to the end
+ * \param[in]    copyflag  L_COPY, L_CLONE
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The copyflag specifies what we do with each pix from pixas.
+ *          Specifically, L_CLONE inserts a clone into pixad of each
+ *          selected pix from pixas.
+ * 

+ */
+PIXA *
+pixaSelectRange(PIXA    *pixas,
+                l_int32  first,
+                l_int32  last,
+                l_int32  copyflag)
+{
+l_int32  n, npix, i;
+PIX     *pix;
+PIXA    *pixad;
+
+    PROCNAME("pixaSelectRange");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (copyflag != L_COPY && copyflag != L_CLONE)
+        return (PIXA *)ERROR_PTR("invalid copyflag", procName, NULL);
+    n = pixaGetCount(pixas);
+    first = L_MAX(0, first);
+    if (last < 0) last = n - 1;
+    if (first >= n)
+        return (PIXA *)ERROR_PTR("invalid first", procName, NULL);
+    if (last >= n) {
+        L_WARNING("last = %d is beyond max index = %d; adjusting\n",
+                  procName, last, n - 1);
+        last = n - 1;
+    }
+    if (first > last)
+        return (PIXA *)ERROR_PTR("first > last", procName, NULL);
+
+    npix = last - first + 1;
+    pixad = pixaCreate(npix);
+    for (i = first; i <= last; i++) {
+        pix = pixaGetPix(pixas, i, copyflag);
+        pixaAddPix(pixad, pix, L_INSERT);
+    }
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaaSelectRange()
+ *
+ * \param[in]    paas
+ * \param[in]    first    use 0 to select from the beginning
+ * \param[in]    last     use -1 to select to the end
+ * \param[in]    copyflag L_COPY, L_CLONE
+ * \return  paad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The copyflag specifies what we do with each pixa from paas.
+ *          Specifically, L_CLONE inserts a clone into paad of each
+ *          selected pixa from paas.
+ * 

+ */
+PIXAA *
+pixaaSelectRange(PIXAA   *paas,
+                 l_int32  first,
+                 l_int32  last,
+                 l_int32  copyflag)
+{
+l_int32  n, npixa, i;
+PIXA    *pixa;
+PIXAA   *paad;
+
+    PROCNAME("pixaaSelectRange");
+
+    if (!paas)
+        return (PIXAA *)ERROR_PTR("paas not defined", procName, NULL);
+    if (copyflag != L_COPY && copyflag != L_CLONE)
+        return (PIXAA *)ERROR_PTR("invalid copyflag", procName, NULL);
+    n = pixaaGetCount(paas, NULL);
+    first = L_MAX(0, first);
+    if (last < 0) last = n - 1;
+    if (first >= n)
+        return (PIXAA *)ERROR_PTR("invalid first", procName, NULL);
+    if (last >= n) {
+        L_WARNING("last = %d is beyond max index = %d; adjusting\n",
+                  procName, last, n - 1);
+        last = n - 1;
+    }
+    if (first > last)
+        return (PIXAA *)ERROR_PTR("first > last", procName, NULL);
+
+    npixa = last - first + 1;
+    paad = pixaaCreate(npixa);
+    for (i = first; i <= last; i++) {
+        pixa = pixaaGetPixa(paas, i, copyflag);
+        pixaaAddPixa(paad, pixa, L_INSERT);
+    }
+    return paad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                        Pixa and Pixaa scaling                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaaScaleToSize()
+ *
+ * \param[in]    paas
+ * \param[in]    wd    target width; use 0 if using height as target
+ * \param[in]    hd    target height; use 0 if using width as target
+ * \return  paad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This guarantees that each output scaled image has the
+ *          dimension(s) you specify.
+ *           ~ To specify the width with isotropic scaling, set %hd = 0.
+ *           ~ To specify the height with isotropic scaling, set %wd = 0.
+ *           ~ If both %wd and %hd are specified, the image is scaled
+ *             (in general, anisotropically) to that size.
+ *           ~ It is an error to set both %wd and %hd to 0.
+ * 

+ */
+PIXAA *
+pixaaScaleToSize(PIXAA   *paas,
+                 l_int32  wd,
+                 l_int32  hd)
+{
+l_int32  n, i;
+PIXA    *pixa1, *pixa2;
+PIXAA   *paad;
+
+    PROCNAME("pixaaScaleToSize");
+
+    if (!paas)
+        return (PIXAA *)ERROR_PTR("paas not defined", procName, NULL);
+    if (wd <= 0 && hd <= 0)
+        return (PIXAA *)ERROR_PTR("neither wd nor hd > 0", procName, NULL);
+
+    n = pixaaGetCount(paas, NULL);
+    paad = pixaaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixa1 = pixaaGetPixa(paas, i, L_CLONE);
+        pixa2 = pixaScaleToSize(pixa1, wd, hd);
+        pixaaAddPixa(paad, pixa2, L_INSERT);
+        pixaDestroy(&pixa1);
+    }
+    return paad;
+}
+
+
+/*!
+ * \brief   pixaaScaleToSizeVar()
+ *
+ * \param[in]    paas
+ * \param[in]    nawd  [optional] target widths; use NULL if using height
+ * \param[in]    nahd  [optional] target height; use NULL if using width
+ * \return  paad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This guarantees that the scaled images in each pixa have the
+ *          dimension(s) you specify in the numas.
+ *           ~ To specify the width with isotropic scaling, set %nahd = NULL.
+ *           ~ To specify the height with isotropic scaling, set %nawd = NULL.
+ *           ~ If both %nawd and %nahd are specified, the image is scaled
+ *             (in general, anisotropically) to that size.
+ *           ~ It is an error to set both %nawd and %nahd to NULL.
+ *      (2) If either nawd and/or nahd is defined, it must have the same
+ *          count as the number of pixa in paas.
+ * 

+ */
+PIXAA *
+pixaaScaleToSizeVar(PIXAA  *paas,
+                    NUMA   *nawd,
+                    NUMA   *nahd)
+{
+l_int32  n, i, wd, hd;
+PIXA    *pixa1, *pixa2;
+PIXAA   *paad;
+
+    PROCNAME("pixaaScaleToSizeVar");
+
+    if (!paas)
+        return (PIXAA *)ERROR_PTR("paas not defined", procName, NULL);
+    if (!nawd && !nahd)
+        return (PIXAA *)ERROR_PTR("!nawd && !nahd", procName, NULL);
+
+    n = pixaaGetCount(paas, NULL);
+    if (nawd && (n != numaGetCount(nawd)))
+        return (PIXAA *)ERROR_PTR("nawd wrong size", procName, NULL);
+    if (nahd && (n != numaGetCount(nahd)))
+        return (PIXAA *)ERROR_PTR("nahd wrong size", procName, NULL);
+    paad = pixaaCreate(n);
+    for (i = 0; i < n; i++) {
+        wd = hd = 0;
+        if (nawd) numaGetIValue(nawd, i, &wd);
+        if (nahd) numaGetIValue(nahd, i, &hd);
+        pixa1 = pixaaGetPixa(paas, i, L_CLONE);
+        pixa2 = pixaScaleToSize(pixa1, wd, hd);
+        pixaaAddPixa(paad, pixa2, L_INSERT);
+        pixaDestroy(&pixa1);
+    }
+    return paad;
+}
+
+
+/*!
+ * \brief   pixaScaleToSize()
+ *
+ * \param[in]    pixas
+ * \param[in]    wd    target width; use 0 if using height as target
+ * \param[in]    hd    target height; use 0 if using width as target
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixaaScaleToSize()
+ * 

+ */
+PIXA *
+pixaScaleToSize(PIXA    *pixas,
+                l_int32  wd,
+                l_int32  hd)
+{
+l_int32  n, i;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaScaleToSize");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+    if (wd <= 0 && hd <= 0)  /* no scaling requested */
+        return pixaCopy(pixas, L_CLONE);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixScaleToSize(pix1, wd, hd);
+        pixCopyText(pix2, pix1);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaScaleToSizeRel()
+ *
+ * \param[in]    pixas
+ * \param[in]    delw   change in width, in pixels; 0 means no change
+ * \param[in]    delh   change in height, in pixels; 0 means no change
+ * return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If a requested change in a pix is not possible because
+ *          either the requested width or height is <= 0, issue a
+ *          warning and return a copy.
+ * 

+ */
+PIXA *
+pixaScaleToSizeRel(PIXA    *pixas,
+                   l_int32  delw,
+                   l_int32  delh)
+{
+l_int32  n, i;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaScaleToSizeRel");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixScaleToSizeRel(pix1, delw, delh);
+        if (pix2) {
+            pixaAddPix(pixad, pix2, L_INSERT);
+        } else {
+            L_WARNING("relative scale to size failed; use a copy\n", procName);
+            pixaAddPix(pixad, pix1, L_COPY);
+        }
+        pixDestroy(&pix1);
+    }
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaScale()
+ *
+ * \param[in]    pixas
+ * \param[in]    scalex
+ * \param[in]    scaley
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixas has a full boxes, it is scaled as well.
+ * 

+ */
+PIXA *
+pixaScale(PIXA      *pixas,
+          l_float32  scalex,
+          l_float32  scaley)
+{
+l_int32  i, n, nb;
+BOXA    *boxa1, *boxa2;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaScale");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIXA *)ERROR_PTR("invalid scaling parameters", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixScale(pix1, scalex, scaley);
+        pixCopyText(pix2, pix1);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    boxa1 = pixaGetBoxa(pixas, L_CLONE);
+    nb = boxaGetCount(boxa1);
+    if (nb == n) {
+        boxa2 = boxaTransform(boxa1, 0, 0, scalex, scaley);
+        pixaSetBoxa(pixad, boxa2, L_INSERT);
+    }
+    boxaDestroy(&boxa1);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaScaleBySampling()
+ *
+ * \param[in]    pixas
+ * \param[in]    scalex
+ * \param[in]    scaley
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixas has a full boxes, it is scaled as well.
+ * 

+ */
+PIXA *
+pixaScaleBySampling(PIXA      *pixas,
+                    l_float32  scalex,
+                    l_float32  scaley)
+{
+l_int32  i, n, nb;
+BOXA    *boxa1, *boxa2;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaScaleBySampling");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIXA *)ERROR_PTR("invalid scaling parameters", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixScaleBySampling(pix1, scalex, scaley);
+        pixCopyText(pix2, pix1);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    boxa1 = pixaGetBoxa(pixas, L_CLONE);
+    nb = boxaGetCount(boxa1);
+    if (nb == n) {
+        boxa2 = boxaTransform(boxa1, 0, 0, scalex, scaley);
+        pixaSetBoxa(pixad, boxa2, L_INSERT);
+    }
+    boxaDestroy(&boxa1);
+    return pixad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                     Pixa rotation and translation                   *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaRotate()
+ *
+ * \param[in]    pixas    1, 2, 4, 8, 32 bpp rgb
+ * \param[in]    angle    rotation angle in radians; clockwise is positive
+ * \param[in]    type     L_ROTATE_AREA_MAP, L_ROTATE_SHEAR, L_ROTATE_SAMPLING
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \param[in]    width    original width; use 0 to avoid embedding
+ * \param[in]    height   original height; use 0 to avoid embedding
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Each pix is rotated about its center.  See pixRotate() for details.
+ *      (2) The boxa array is copied.  Why is it not rotated?
+ *          If a boxa exists, the array of boxes is in 1-to-1
+ *          correspondence with the array of pix, and each box typically
+ *          represents the location of the pix relative to an image from
+ *          which it has been extracted.  Like the pix, we could rotate
+ *          each box around its center, and then generate a box that
+ *          contains all four corners, as is done in boxaRotate(), but
+ *          this seems unnecessary.
+ * 

+ */
+PIXA *
+pixaRotate(PIXA      *pixas,
+           l_float32  angle,
+           l_int32    type,
+           l_int32    incolor,
+           l_int32    width,
+           l_int32    height)
+{
+l_int32  i, n;
+BOXA    *boxa;
+PIX     *pixs, *pixd;
+PIXA    *pixad;
+
+    PROCNAME("pixaRotate");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (type != L_ROTATE_SHEAR && type != L_ROTATE_AREA_MAP &&
+        type != L_ROTATE_SAMPLING)
+        return (PIXA *)ERROR_PTR("invalid type", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIXA *)ERROR_PTR("invalid incolor", procName, NULL);
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixaCopy(pixas, L_COPY);
+
+    n = pixaGetCount(pixas);
+    if ((pixad = pixaCreate(n)) == NULL)
+        return (PIXA *)ERROR_PTR("pixad not made", procName, NULL);
+    boxa = pixaGetBoxa(pixad, L_COPY);
+    pixaSetBoxa(pixad, boxa, L_INSERT);
+    for (i = 0; i < n; i++) {
+        if ((pixs = pixaGetPix(pixas, i, L_CLONE)) == NULL) {
+            pixaDestroy(&pixad);
+            return (PIXA *)ERROR_PTR("pixs not found", procName, NULL);
+        }
+        pixd = pixRotate(pixs, angle, type, incolor, width, height);
+        pixaAddPix(pixad, pixd, L_INSERT);
+        pixDestroy(&pixs);
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaRotateOrth()
+ *
+ * \param[in]    pixas
+ * \param[in]    rotation    0 = noop, 1 = 90 deg, 2 = 180 deg, 3 = 270 deg;
+ *                           all rotations are clockwise
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Rotates each pix in the pixa.  Rotates and saves the boxes in
+ *          the boxa if the boxa is full.
+ * 

+ */
+PIXA *
+pixaRotateOrth(PIXA    *pixas,
+               l_int32  rotation)
+{
+l_int32  i, n, nb, w, h;
+BOX     *boxs, *boxd;
+PIX     *pixs, *pixd;
+PIXA    *pixad;
+
+    PROCNAME("pixaRotateOrth");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (rotation < 0 || rotation > 3)
+        return (PIXA *)ERROR_PTR("rotation not in {0,1,2,3}", procName, NULL);
+    if (rotation == 0)
+        return pixaCopy(pixas, L_COPY);
+
+    n = pixaGetCount(pixas);
+    nb = pixaGetBoxaCount(pixas);
+    if ((pixad = pixaCreate(n)) == NULL)
+        return (PIXA *)ERROR_PTR("pixad not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        if ((pixs = pixaGetPix(pixas, i, L_CLONE)) == NULL) {
+            pixaDestroy(&pixad);
+            return (PIXA *)ERROR_PTR("pixs not found", procName, NULL);
+        }
+        pixd = pixRotateOrth(pixs, rotation);
+        pixaAddPix(pixad, pixd, L_INSERT);
+        if (n == nb) {
+            boxs = pixaGetBox(pixas, i, L_COPY);
+            pixGetDimensions(pixs, &w, &h, NULL);
+            boxd = boxRotateOrth(boxs, w, h, rotation);
+            pixaAddBox(pixad, boxd, L_INSERT);
+            boxDestroy(&boxs);
+        }
+        pixDestroy(&pixs);
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaTranslate()
+ *
+ * \param[in]    pixas
+ * \param[in]    hshift   horizontal shift; hshift > 0 is to right
+ * \param[in]    vshift   vertical shift; vshift > 0 is down
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixad, or NULL on error.
+ */
+PIXA *
+pixaTranslate(PIXA    *pixas,
+              l_int32  hshift,
+              l_int32  vshift,
+              l_int32  incolor)
+{
+l_int32  i, n, nb;
+BOXA    *boxas, *boxad;
+PIX     *pixs, *pixd;
+PIXA    *pixad;
+
+    PROCNAME("pixaTranslate");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (hshift == 0 && vshift == 0)
+        return pixaCopy(pixas, L_COPY);
+
+    n = pixaGetCount(pixas);
+    nb = pixaGetBoxaCount(pixas);
+    if ((pixad = pixaCreate(n)) == NULL)
+        return (PIXA *)ERROR_PTR("pixad not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        if ((pixs = pixaGetPix(pixas, i, L_CLONE)) == NULL) {
+            pixaDestroy(&pixad);
+            return (PIXA *)ERROR_PTR("pixs not found", procName, NULL);
+        }
+        pixd = pixTranslate(NULL, pixs, hshift, vshift, incolor);
+        pixaAddPix(pixad, pixd, L_INSERT);
+        pixDestroy(&pixs);
+    }
+    if (n == nb) {
+        boxas = pixaGetBoxa(pixas, L_CLONE);
+        boxad = boxaTransform(boxas, hshift, vshift, 1.0, 1.0);
+        pixaSetBoxa(pixad, boxad, L_INSERT);
+        boxaDestroy(&boxas);
+    }
+
+    return pixad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                        Miscellaneous functions                      *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaAddBorderGeneral()
+ *
+ * \param[in]    pixad    can be null or equal to pixas
+ * \param[in]    pixas    containing pix of all depths; colormap ok
+ * \param[in]    left, right, top, bot     number of pixels added
+ * \param[in]    val      value of added border pixels
+ * \return  pixad with border added to each pix, including on error
+ *
+ * 
+ * Notes:
+ *      (1) For binary images:
+ *             white:  val = 0
+ *             black:  val = 1
+ *          For grayscale images:
+ *             white:  val = 2 ** d - 1
+ *             black:  val = 0
+ *          For rgb color images:
+ *             white:  val = 0xffffff00
+ *             black:  val = 0
+ *          For colormapped images, use 'index' found this way:
+ *             white: pixcmapGetRankIntensity(cmap, 1.0, &index);
+ *             black: pixcmapGetRankIntensity(cmap, 0.0, &index);
+ *      (2) For in-place replacement of each pix with a bordered version,
+ *          use %pixad = %pixas.  To make a new pixa, use %pixad = NULL.
+ *      (3) In both cases, the boxa has sides adjusted as if it were
+ *          expanded by the border.
+ * 

+ */
+PIXA *
+pixaAddBorderGeneral(PIXA     *pixad,
+                     PIXA     *pixas,
+                     l_int32   left,
+                     l_int32   right,
+                     l_int32   top,
+                     l_int32   bot,
+                     l_uint32  val)
+{
+l_int32  i, n, nbox;
+BOX     *box;
+BOXA    *boxad;
+PIX     *pixs, *pixd;
+
+    PROCNAME("pixaAddBorderGeneral");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, pixad);
+    if (left < 0 || right < 0 || top < 0 || bot < 0)
+        return (PIXA *)ERROR_PTR("negative border added!", procName, pixad);
+    if (pixad && (pixad != pixas))
+        return (PIXA *)ERROR_PTR("pixad defined but != pixas", procName, pixad);
+
+    n = pixaGetCount(pixas);
+    if (!pixad)
+        pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixs = pixaGetPix(pixas, i, L_CLONE);
+        pixd = pixAddBorderGeneral(pixs, left, right, top, bot, val);
+        if (pixad == pixas)  /* replace */
+            pixaReplacePix(pixad, i, pixd, NULL);
+        else
+            pixaAddPix(pixad, pixd, L_INSERT);
+        pixDestroy(&pixs);
+    }
+
+    nbox = pixaGetBoxaCount(pixas);
+    boxad = pixaGetBoxa(pixad, L_CLONE);
+    for (i = 0; i < nbox; i++) {
+        if ((box = pixaGetBox(pixas, i, L_COPY)) == NULL) {
+            L_WARNING("box %d not found\n", procName, i);
+            break;
+        }
+        boxAdjustSides(box, box, -left, right, -top, bot);
+        if (pixad == pixas)  /* replace */
+            boxaReplaceBox(boxad, i, box);
+        else
+            boxaAddBox(boxad, box, L_INSERT);
+    }
+    boxaDestroy(&boxad);
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaaFlattenToPixa()
+ *
+ * \param[in]    paa
+ * \param[out]   pnaindex  [optional] the pixa index in the pixaa
+ * \param[in]    copyflag  L_COPY or L_CLONE
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This 'flattens' the pixaa to a pixa, taking the pix in
+ *          order in the first pixa, then the second, etc.
+ *      (2) If &naindex is defined, we generate a Numa that gives, for
+ *          each pix in the pixaa, the index of the pixa to which it belongs.
+ * 

+ */
+PIXA *
+pixaaFlattenToPixa(PIXAA   *paa,
+                   NUMA   **pnaindex,
+                   l_int32  copyflag)
+{
+l_int32  i, j, m, mb, n;
+BOX     *box;
+NUMA    *naindex;
+PIX     *pix;
+PIXA    *pixa, *pixat;
+
+    PROCNAME("pixaaFlattenToPixa");
+
+    if (pnaindex) *pnaindex = NULL;
+    if (!paa)
+        return (PIXA *)ERROR_PTR("paa not defined", procName, NULL);
+    if (copyflag != L_COPY && copyflag != L_CLONE)
+        return (PIXA *)ERROR_PTR("invalid copyflag", procName, NULL);
+
+    if (pnaindex) {
+        naindex = numaCreate(0);
+        *pnaindex = naindex;
+    }
+
+    n = pixaaGetCount(paa, NULL);
+    pixa = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixat = pixaaGetPixa(paa, i, L_CLONE);
+        m = pixaGetCount(pixat);
+        mb = pixaGetBoxaCount(pixat);
+        for (j = 0; j < m; j++) {
+            pix = pixaGetPix(pixat, j, copyflag);
+            pixaAddPix(pixa, pix, L_INSERT);
+            if (j < mb) {
+                box = pixaGetBox(pixat, j, copyflag);
+                pixaAddBox(pixa, box, L_INSERT);
+            }
+            if (pnaindex)
+                numaAddNumber(naindex, i);  /* save 'row' number */
+        }
+        pixaDestroy(&pixat);
+    }
+
+    return pixa;
+}
+
+
+/*!
+ * \brief   pixaaSizeRange()
+ *
+ * \param[in]    paa
+ * \param[out]   pminw, pminh, pmaxw, pmaxh   [optional] range of
+ *                                            dimensions of all boxes
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaaSizeRange(PIXAA    *paa,
+               l_int32  *pminw,
+               l_int32  *pminh,
+               l_int32  *pmaxw,
+               l_int32  *pmaxh)
+{
+l_int32  minw, minh, maxw, maxh, minpw, minph, maxpw, maxph, i, n;
+PIXA    *pixa;
+
+    PROCNAME("pixaaSizeRange");
+
+    if (pminw) *pminw = 0;
+    if (pminh) *pminh = 0;
+    if (pmaxw) *pmaxw = 0;
+    if (pmaxh) *pmaxh = 0;
+    if (!paa)
+        return ERROR_INT("paa not defined", procName, 1);
+    if (!pminw && !pmaxw && !pminh && !pmaxh)
+        return ERROR_INT("no data can be returned", procName, 1);
+
+    minw = minh = 100000000;
+    maxw = maxh = 0;
+    n = pixaaGetCount(paa, NULL);
+    for (i = 0; i < n; i++) {
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        pixaSizeRange(pixa, &minpw, &minph, &maxpw, &maxph);
+        if (minpw < minw)
+            minw = minpw;
+        if (minph < minh)
+            minh = minph;
+        if (maxpw > maxw)
+            maxw = maxpw;
+        if (maxph > maxh)
+            maxh = maxph;
+        pixaDestroy(&pixa);
+    }
+
+    if (pminw) *pminw = minw;
+    if (pminh) *pminh = minh;
+    if (pmaxw) *pmaxw = maxw;
+    if (pmaxh) *pmaxh = maxh;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaSizeRange()
+ *
+ * \param[in]    pixa
+ * \param[out]   pminw, pminh, pmaxw, pmaxh   [optional] range of
+ *                                            dimensions of pix in the array
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixaSizeRange(PIXA     *pixa,
+              l_int32  *pminw,
+              l_int32  *pminh,
+              l_int32  *pmaxw,
+              l_int32  *pmaxh)
+{
+l_int32  minw, minh, maxw, maxh, i, n, w, h;
+PIX     *pix;
+
+    PROCNAME("pixaSizeRange");
+
+    if (pminw) *pminw = 0;
+    if (pminh) *pminh = 0;
+    if (pmaxw) *pmaxw = 0;
+    if (pmaxh) *pmaxh = 0;
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (!pminw && !pmaxw && !pminh && !pmaxh)
+        return ERROR_INT("no data can be returned", procName, 1);
+
+    minw = minh = 1000000;
+    maxw = maxh = 0;
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        w = pixGetWidth(pix);
+        h = pixGetHeight(pix);
+        if (w < minw)
+            minw = w;
+        if (h < minh)
+            minh = h;
+        if (w > maxw)
+            maxw = w;
+        if (h > maxh)
+            maxh = h;
+        pixDestroy(&pix);
+    }
+
+    if (pminw) *pminw = minw;
+    if (pminh) *pminh = minh;
+    if (pmaxw) *pmaxw = maxw;
+    if (pmaxh) *pmaxh = maxh;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaClipToPix()
+ *
+ * \param[in]    pixas
+ * \param[in]    pixs
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is intended for use in situations where pixas
+ *          was originally generated from the input pixs.
+ *      (2) Returns a pixad where each pix in pixas is ANDed
+ *          with its associated region of the input pixs.  This
+ *          region is specified by the the box that is associated
+ *          with the pix.
+ *      (3) In a typical application of this function, pixas has
+ *          a set of region masks, so this generates a pixa of
+ *          the parts of pixs that correspond to each region
+ *          mask component, along with the bounding box for
+ *          the region.
+ * 

+ */
+PIXA *
+pixaClipToPix(PIXA  *pixas,
+              PIX   *pixs)
+{
+l_int32  i, n;
+BOX     *box;
+PIX     *pix, *pixc;
+PIXA    *pixad;
+
+    PROCNAME("pixaClipToPix");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!pixs)
+        return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    if ((pixad = pixaCreate(n)) == NULL)
+        return (PIXA *)ERROR_PTR("pixad not made", procName, NULL);
+
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixas, i, L_CLONE);
+        box = pixaGetBox(pixas, i, L_COPY);
+        pixc = pixClipRectangle(pixs, box, NULL);
+        pixAnd(pixc, pixc, pix);
+        pixaAddPix(pixad, pixc, L_INSERT);
+        pixaAddBox(pixad, box, L_INSERT);
+        pixDestroy(&pix);
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaClipToForeground()
+ *
+ * \param[in]    pixas
+ * \param[out]   ppixad   [optional] pixa of clipped pix returned
+ * \param[out]   pboxa    [optional] clipping boxes returned
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) At least one of [&pixd, &boxa] must be specified.
+ *      (2) Any pix with no fg pixels is skipped.
+ *      (3) See pixClipToForeground().
+ * 

+ */
+l_ok
+pixaClipToForeground(PIXA   *pixas,
+                     PIXA  **ppixad,
+                     BOXA  **pboxa)
+{
+l_int32  i, n;
+BOX     *box1;
+PIX     *pix1, *pix2;
+
+    PROCNAME("pixaClipToForeground");
+
+    if (ppixad) *ppixad = NULL;
+    if (pboxa) *pboxa = NULL;
+    if (!pixas)
+        return ERROR_INT("pixas not defined", procName, 1);
+    if (!ppixad && !pboxa)
+        return ERROR_INT("no output requested", procName, 1);
+
+    n = pixaGetCount(pixas);
+    if (ppixad) *ppixad = pixaCreate(n);
+    if (pboxa) *pboxa = boxaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pixClipToForeground(pix1, &pix2, &box1);
+        pixDestroy(&pix1);
+        if (ppixad)
+            pixaAddPix(*ppixad, pix2, L_INSERT);
+        else
+            pixDestroy(&pix2);
+        if (pboxa)
+            boxaAddBox(*pboxa, box1, L_INSERT);
+        else
+            boxDestroy(&box1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaGetRenderingDepth()
+ *
+ * \param[in]    pixa
+ * \param[out]   pdepth   depth required to render if all colormaps are removed
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixaGetRenderingDepth(PIXA     *pixa,
+                      l_int32  *pdepth)
+{
+l_int32  hascolor, maxdepth;
+
+    PROCNAME("pixaGetRenderingDepth");
+
+    if (!pdepth)
+        return ERROR_INT("&depth not defined", procName, 1);
+    *pdepth = 0;
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    pixaHasColor(pixa, &hascolor);
+    if (hascolor) {
+        *pdepth = 32;
+        return 0;
+    }
+
+    pixaGetDepthInfo(pixa, &maxdepth, NULL);
+    if (maxdepth == 1)
+        *pdepth = 1;
+    else  /* 2, 4, 8 or 16 */
+        *pdepth = 8;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaHasColor()
+ *
+ * \param[in]    pixa
+ * \param[out]   phascolor   1 if any pix is rgb or has a colormap with color;
+ *                           0 otherwise
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixaHasColor(PIXA     *pixa,
+             l_int32  *phascolor)
+{
+l_int32   i, n, hascolor, d;
+PIX      *pix;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixaHasColor");
+
+    if (!phascolor)
+        return ERROR_INT("&hascolor not defined", procName, 1);
+    *phascolor = 0;
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    n = pixaGetCount(pixa);
+    hascolor = 0;
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        if ((cmap = pixGetColormap(pix)) != NULL)
+            pixcmapHasColor(cmap, &hascolor);
+        d = pixGetDepth(pix);
+        pixDestroy(&pix);
+        if (d == 32 || hascolor == 1) {
+            *phascolor = 1;
+            break;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaAnyColormaps()
+ *
+ * \param[in]    pixa
+ * \param[out]   phascmap    1 if any pix has a colormap; 0 otherwise
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixaAnyColormaps(PIXA     *pixa,
+                 l_int32  *phascmap)
+{
+l_int32   i, n;
+PIX      *pix;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixaAnyColormaps");
+
+    if (!phascmap)
+        return ERROR_INT("&hascmap not defined", procName, 1);
+    *phascmap = 0;
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        cmap = pixGetColormap(pix);
+        pixDestroy(&pix);
+        if (cmap) {
+            *phascmap = 1;
+            return 0;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaGetDepthInfo()
+ *
+ * \param[in]    pixa
+ * \param[out]   pmaxdepth  [optional] max pixel depth of pix in pixa
+ * \param[out]   psame      [optional] true if all depths are equal
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixaGetDepthInfo(PIXA     *pixa,
+                 l_int32  *pmaxdepth,
+                 l_int32  *psame)
+{
+l_int32  i, n, d, d0;
+l_int32  maxd, same;  /* depth info */
+
+    PROCNAME("pixaGetDepthInfo");
+
+    if (pmaxdepth) *pmaxdepth = 0;
+    if (psame) *psame = TRUE;
+    if (!pmaxdepth && !psame) return 0;
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if ((n = pixaGetCount(pixa)) == 0)
+        return ERROR_INT("pixa is empty", procName, 1);
+
+    same = TRUE;
+    maxd = 0;
+    for (i = 0; i < n; i++) {
+        pixaGetPixDimensions(pixa, i, NULL, NULL, &d);
+        if (i == 0)
+            d0 = d;
+        else if (d != d0)
+            same = FALSE;
+        if (d > maxd) maxd = d;
+    }
+
+    if (pmaxdepth) *pmaxdepth = maxd;
+    if (psame) *psame = same;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaConvertToSameDepth()
+ *
+ * \param[in]    pixas
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If any pix has a colormap, they are all converted to rgb.
+ *          Otherwise, they are all converted to the maximum depth of
+ *          all the pix.
+ *      (2) This can be used to allow lossless rendering onto a single pix.
+ * 

+ */
+PIXA *
+pixaConvertToSameDepth(PIXA  *pixas)
+{
+l_int32  i, n, same, hascmap, maxdepth;
+BOXA    *boxa;
+PIX     *pix1, *pix2;
+PIXA    *pixa1, *pixad;
+
+    PROCNAME("pixaConvertToSameDepth");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+        /* Remove colormaps to rgb */
+    if ((n = pixaGetCount(pixas)) == 0)
+        return (PIXA *)ERROR_PTR("no components", procName, NULL);
+    pixaAnyColormaps(pixas, &hascmap);
+    if (hascmap) {
+        pixa1 = pixaCreate(n);
+        for (i = 0; i < n; i++) {
+            pix1 = pixaGetPix(pixas, i, L_CLONE);
+            pix2 = pixConvertTo32(pix1);
+            pixaAddPix(pixa1, pix2, L_INSERT);
+            pixDestroy(&pix1);
+        }
+    } else {
+        pixa1 = pixaCopy(pixas, L_CLONE);
+    }
+
+    pixaGetDepthInfo(pixa1, &maxdepth, &same);
+    if (!same) {  /* at least one pix has depth < maxdepth */
+        pixad = pixaCreate(n);
+        for (i = 0; i < n; i++) {
+            pix1 = pixaGetPix(pixa1, i, L_CLONE);
+            if (maxdepth <= 8)
+                pix2 = pixConvertTo8(pix1, 0);
+            else
+                pix2 = pixConvertTo32(pix1);
+            pixaAddPix(pixad, pix2, L_INSERT);
+            pixDestroy(&pix1);
+        }
+    } else {
+        pixad = pixaCopy(pixa1, L_CLONE);
+    }
+
+    boxa = pixaGetBoxa(pixas, L_COPY);
+    pixaSetBoxa(pixad, boxa, L_INSERT);
+    pixaDestroy(&pixa1);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaEqual()
+ *
+ * \param[in]    pixa1
+ * \param[in]    pixa2
+ * \param[in]    maxdist
+ * \param[out]   pnaindex  [optional] index array of correspondences
+ * \param[out]   psame     1 if equal; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The two pixa are the "same" if they contain the same
+ *          boxa and the same ordered set of pix.  However, if they
+ *          have boxa, the pix in each pixa can differ in ordering
+ *          by an amount given by the parameter %maxdist.  If they
+ *          don't have a boxa, the %maxdist parameter is ignored,
+ *          and the ordering of the pix must be identical.
+ *      (2) This applies only to boxa geometry, pixels and ordering;
+ *          other fields in the pix are ignored.
+ *      (3) naindex[i] gives the position of the box in pixa2 that
+ *          corresponds to box i in pixa1.  It is only returned if the
+ *          pixa have boxa and the boxa are equal.
+ *      (4) In situations where the ordering is very different, so that
+ *          a large %maxdist is required for "equality", this should be
+ *          implemented with a hash function for efficiency.
+ * 

+ */
+l_ok
+pixaEqual(PIXA     *pixa1,
+          PIXA     *pixa2,
+          l_int32   maxdist,
+          NUMA    **pnaindex,
+          l_int32  *psame)
+{
+l_int32   i, j, n, empty1, empty2, same, sameboxa;
+BOXA     *boxa1, *boxa2;
+NUMA     *na;
+PIX      *pix1, *pix2;
+
+    PROCNAME("pixaEqual");
+
+    if (pnaindex) *pnaindex = NULL;
+    if (!psame)
+        return ERROR_INT("&same not defined", procName, 1);
+    *psame = 0;
+    sameboxa = 0;
+    na = NULL;
+    if (!pixa1 || !pixa2)
+        return ERROR_INT("pixa1 and pixa2 not both defined", procName, 1);
+    n = pixaGetCount(pixa1);
+    if (n != pixaGetCount(pixa2))
+        return 0;
+
+        /* If there are no boxes, strict ordering of the pix in each
+         * pixa  is required. */
+    boxa1 = pixaGetBoxa(pixa1, L_CLONE);
+    boxa2 = pixaGetBoxa(pixa2, L_CLONE);
+    empty1 = (boxaGetCount(boxa1) == 0) ? 1 : 0;
+    empty2 = (boxaGetCount(boxa2) == 0) ? 1 : 0;
+    if (!empty1 && !empty2) {
+        boxaEqual(boxa1, boxa2, maxdist, &na, &sameboxa);
+        if (!sameboxa) {
+            boxaDestroy(&boxa1);
+            boxaDestroy(&boxa2);
+            numaDestroy(&na);
+            return 0;
+        }
+    }
+    boxaDestroy(&boxa1);
+    boxaDestroy(&boxa2);
+    if ((!empty1 && empty2) || (empty1 && !empty2))
+        return 0;
+
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixa1, i, L_CLONE);
+        if (na)
+            numaGetIValue(na, i, &j);
+        else
+            j = i;
+        pix2 = pixaGetPix(pixa2, j, L_CLONE);
+        pixEqual(pix1, pix2, &same);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        if (!same) {
+            numaDestroy(&na);
+            return 0;
+        }
+    }
+
+    *psame = 1;
+    if (pnaindex)
+        *pnaindex = na;
+    else
+        numaDestroy(&na);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaSetFullSizeBoxa()
+ *
+ * \param[in]    pixa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Replaces the existing boxa.  Each box gives the dimensions
+ *          of the corresponding pix.  This is needed for functions
+ *          like pixaSort() that sort based on the boxes.
+ * 

+ */
+l_ok
+pixaSetFullSizeBoxa(PIXA  *pixa)
+{
+l_int32  i, n, w, h;
+BOX     *box;
+BOXA    *boxa;
+PIX     *pix;
+
+    PROCNAME("pixaSetFullSizeBoxa");
+
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if ((n = pixaGetCount(pixa)) == 0) {
+        L_INFO("pixa contains no pix\n", procName);
+        return 0;
+    }
+
+    boxa = boxaCreate(n);
+    pixaSetBoxa(pixa, boxa, L_INSERT);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        pixGetDimensions(pix, &w, &h, NULL);
+        box = boxCreate(0, 0, w, h);
+        boxaAddBox(boxa, box, L_INSERT);
+        pixDestroy(&pix);
+    }
+    return 0;
+}
+
diff --git a/3rdparty/hgOCR/leptonica/pixafunc2.c b/3rdparty/hgOCR/leptonica/pixafunc2.c
new file mode 100644
index 00000000..9081013b
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixafunc2.c
@@ -0,0 +1,2768 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  pixafunc2.c
+ * 
+ *
+ *      Pixa display (render into a pix)
+ *           PIX      *pixaDisplay()
+ *           PIX      *pixaDisplayOnColor()
+ *           PIX      *pixaDisplayRandomCmap()
+ *           PIX      *pixaDisplayLinearly()
+ *           PIX      *pixaDisplayOnLattice()
+ *           PIX      *pixaDisplayUnsplit()
+ *           PIX      *pixaDisplayTiled()
+ *           PIX      *pixaDisplayTiledInRows()
+ *           PIX      *pixaDisplayTiledInColumns()
+ *           PIX      *pixaDisplayTiledAndScaled()
+ *           PIX      *pixaDisplayTiledWithText()
+ *           PIX      *pixaDisplayTiledByIndex()
+ *
+ *      Pixaa display (render into a pix)
+ *           PIX      *pixaaDisplay()
+ *           PIX      *pixaaDisplayByPixa()
+ *           PIXA     *pixaaDisplayTiledAndScaled()
+ *
+ *      Conversion of all pix to specified type (e.g., depth)
+ *           PIXA     *pixaConvertTo1()
+ *           PIXA     *pixaConvertTo8()
+ *           PIXA     *pixaConvertTo8Colormap()
+ *           PIXA     *pixaConvertTo32()
+ *
+ *      Pixa constrained selection and pdf generation
+ *           PIXA     *pixaConstrainedSelect()
+ *           l_int32   pixaSelectToPdf()
+ *
+ *      Generate pixa from tiled images
+ *           PIXA     *pixaMakeFromTiledPixa()
+ *           PIXA     *pixaMakeFromTiledPix()
+ *           l_int32   pixGetTileCount()
+ *
+ *      Pixa display into multiple tiles
+ *           PIXA     *pixaDisplayMultiTiled()
+ *
+ *      Split pixa into files
+ *           l_int32   pixaSplitIntoFiles()
+ *
+ *      Tile N-Up
+ *           l_int32   convertToNUpFiles()
+ *           PIXA     *convertToNUpPixa()
+ *           PIXA     *pixaConvertToNUpPixa()
+ *
+ *      Render two pixa side-by-side for comparison                   *
+ *           l_int32   pixaCompareInPdf()
+ *
+ *  We give twelve pixaDisplay*() methods for tiling a pixa in a pix.
+ *  Some work for 1 bpp input; others for any input depth.
+ *  Some give an output depth that depends on the input depth;
+ *  others give a different output depth or allow you to choose it.
+ *  Some use a boxes to determine where each pix goes; others tile
+ *  onto a regular lattice; others tile onto an irregular lattice;
+ *  one uses an associated index array to determine which column
+ *  each pix goes into.
+ *
+ *  Here is a brief description of what the pixa display functions do.
+ *
+ *    pixaDisplay()
+ *        This uses the boxes in the pixa to lay out each pix.  This
+ *        can be used to reconstruct a pix that has been broken into
+ *        components, if the boxes represents the positions of the
+ *        components in the original image.
+ *    pixaDisplayOnColor()
+ *        pixaDisplay() with choice of background color.
+ *    pixaDisplayRandomCmap()
+ *        This also uses the boxes to lay out each pix.  However, it creates
+ *        a colormapped dest, where each 1 bpp pix is given a randomly
+ *        generated color (up to 256 are used).
+ *    pixaDisplayLinearly()
+ *        This puts each pix, sequentially, in a line, either horizontally
+ *        or vertically.
+ *    pixaDisplayOnLattice()
+ *        This puts each pix, sequentially, onto a regular lattice,
+ *        omitting any pix that are too big for the lattice size.
+ *        This is useful, for example, to store bitmapped fonts,
+ *        where all the characters are stored in a single image.
+ *    pixaDisplayUnsplit()
+ *        This lays out a mosaic of tiles (the pix in the pixa) that
+ *        are all of equal size.  (Don't use this for unequal sized pix!)
+ *        For example, it can be used to invert the action of
+ *        pixaSplitPix().
+ *    pixaDisplayTiled()
+ *        Like pixaDisplayOnLattice(), this places each pix on a regular
+ *        lattice, but here the lattice size is determined by the
+ *        largest component, and no components are omitted.  This is
+ *        dangerous if there are thousands of small components and
+ *        one or more very large one, because the size of the resulting
+ *        pix can be huge!
+ *    pixaDisplayTiledInRows()
+ *        This puts each pix down in a series of rows, where the upper
+ *        edges of each pix in a row are aligned and there is a uniform
+ *        spacing between the pix.  The height of each row is determined
+ *        by the tallest pix that was put in the row.  This function
+ *        is a reasonably efficient way to pack the subimages.
+ *        A boxa of the locations of each input pix is stored in the output.
+ *    pixaDisplayTiledInColumns()
+ *        This puts each pix down in a series of rows, each row having
+ *        a specified number of pix.  The upper edges of each pix in a
+ *        row are aligned and there is a uniform spacing between the pix.
+ *        The height of each row is determined by the tallest pix that
+ *        was put in the row.  A boxa of the locations of each input
+ *        pix is stored in the output.
+ *    pixaDisplayTiledAndScaled()
+ *        This scales each pix to a given width and output depth, and then
+ *        tiles them in rows with a given number placed in each row.
+ *        This is useful for presenting a sequence of images that can be
+ *        at different resolutions, but which are derived from the same
+ *        initial image.
+ *    pixaDisplayTiledWithText()
+ *        This is a version of pixaDisplayTiledInRows() that prints, below
+ *        each pix, the text in the pix text field.  It renders a pixa
+ *        to an image with white background that does not exceed a
+ *        given value in width.
+ *    pixaDisplayTiledByIndex()
+ *        This scales each pix to a given width and output depth,
+ *        and then tiles them in columns corresponding to the value
+ *        in an associated numa.  All pix with the same index value are
+ *        rendered in the same column.  Text in the pix text field are
+ *        rendered below the pix.
+ * 

+ */
+
+#include 
+#include    /* for sqrt() */
+#include "allheaders.h"
+
+
+/*---------------------------------------------------------------------*
+ *                               Pixa Display                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaDisplay()
+ *
+ * \param[in]    pixa
+ * \param[in]    w, h    if set to 0, the size is determined from the
+ *                       bounding box of the components in pixa
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses the boxes to place each pix in the rendered composite.
+ *      (2) Set w = h = 0 to use the b.b. of the components to determine
+ *          the size of the returned pix.
+ *      (3) Uses the first pix in pixa to determine the depth.
+ *      (4) The background is written "white".  On 1 bpp, each successive
+ *          pix is "painted" (adding foreground), whereas for grayscale
+ *          or color each successive pix is blitted with just the src.
+ *      (5) If the pixa is empty, returns an empty 1 bpp pix.
+ * 

+ */
+PIX *
+pixaDisplay(PIXA    *pixa,
+            l_int32  w,
+            l_int32  h)
+{
+l_int32  i, n, d, xb, yb, wb, hb, res;
+BOXA    *boxa;
+PIX     *pix1, *pixd;
+
+    PROCNAME("pixaDisplay");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    if (n == 0 && w == 0 && h == 0)
+        return (PIX *)ERROR_PTR("no components; no size", procName, NULL);
+    if (n == 0) {
+        L_WARNING("no components; returning empty 1 bpp pix\n", procName);
+        return pixCreate(w, h, 1);
+    }
+
+        /* If w and h not input, determine the minimum size required
+         * to contain the origin and all c.c. */
+    if (w == 0 || h == 0) {
+        boxa = pixaGetBoxa(pixa, L_CLONE);
+        boxaGetExtent(boxa, &w, &h, NULL);
+        boxaDestroy(&boxa);
+        if (w == 0 || h == 0)
+            return (PIX *)ERROR_PTR("no associated boxa", procName, NULL);
+    }
+
+        /* Use the first pix in pixa to determine depth and resolution  */
+    pix1 = pixaGetPix(pixa, 0, L_CLONE);
+    d = pixGetDepth(pix1);
+    res = pixGetXRes(pix1);
+    pixDestroy(&pix1);
+
+    if ((pixd = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixSetResolution(pixd, res, res);
+    if (d > 1)
+        pixSetAll(pixd);
+    for (i = 0; i < n; i++) {
+        if (pixaGetBoxGeometry(pixa, i, &xb, &yb, &wb, &hb)) {
+            L_WARNING("no box found!\n", procName);
+            continue;
+        }
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        if (d == 1)
+            pixRasterop(pixd, xb, yb, wb, hb, PIX_PAINT, pix1, 0, 0);
+        else
+            pixRasterop(pixd, xb, yb, wb, hb, PIX_SRC, pix1, 0, 0);
+        pixDestroy(&pix1);
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayOnColor()
+ *
+ * \param[in]    pixa
+ * \param[in]    w, h     if set to 0, the size is determined from the
+ *                        bounding box of the components in pixa
+ * \param[in]    bgcolor  background color to use
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses the boxes to place each pix in the rendered composite.
+ *      (2) Set w = h = 0 to use the b.b. of the components to determine
+ *          the size of the returned pix.
+ *      (3) If any pix in %pixa are colormapped, or if the pix have
+ *          different depths, it returns a 32 bpp pix.  Otherwise,
+ *          the depth of the returned pixa equals that of the pix in %pixa.
+ *      (4) If the pixa is empty, return null.
+ * 

+ */
+PIX *
+pixaDisplayOnColor(PIXA     *pixa,
+                   l_int32   w,
+                   l_int32   h,
+                   l_uint32  bgcolor)
+{
+l_int32  i, n, xb, yb, wb, hb, hascmap, maxdepth, same, res;
+BOXA    *boxa;
+PIX     *pix1, *pix2, *pixd;
+PIXA    *pixat;
+
+    PROCNAME("pixaDisplayOnColor");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+
+        /* If w and h are not input, determine the minimum size
+         * required to contain the origin and all c.c. */
+    if (w == 0 || h == 0) {
+        boxa = pixaGetBoxa(pixa, L_CLONE);
+        boxaGetExtent(boxa, &w, &h, NULL);
+        boxaDestroy(&boxa);
+    }
+
+        /* If any pix have colormaps, or if they have different depths,
+         * generate rgb */
+    pixaAnyColormaps(pixa, &hascmap);
+    pixaGetDepthInfo(pixa, &maxdepth, &same);
+    if (hascmap || !same) {
+        maxdepth = 32;
+        pixat = pixaCreate(n);
+        for (i = 0; i < n; i++) {
+            pix1 = pixaGetPix(pixa, i, L_CLONE);
+            pix2 = pixConvertTo32(pix1);
+            pixaAddPix(pixat, pix2, L_INSERT);
+            pixDestroy(&pix1);
+        }
+    } else {
+        pixat = pixaCopy(pixa, L_CLONE);
+    }
+
+        /* Make the output pix and set the background color */
+    if ((pixd = pixCreate(w, h, maxdepth)) == NULL) {
+        pixaDestroy(&pixat);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    if ((maxdepth == 1 && bgcolor > 0) ||
+        (maxdepth == 2 && bgcolor >= 0x3) ||
+        (maxdepth == 4 && bgcolor >= 0xf) ||
+        (maxdepth == 8 && bgcolor >= 0xff) ||
+        (maxdepth == 16 && bgcolor >= 0xffff) ||
+        (maxdepth == 32 && bgcolor >= 0xffffff00)) {
+        pixSetAll(pixd);
+    } else if (bgcolor > 0) {
+        pixSetAllArbitrary(pixd, bgcolor);
+    }
+
+        /* Blit each pix into its place */
+    for (i = 0; i < n; i++) {
+        if (pixaGetBoxGeometry(pixat, i, &xb, &yb, &wb, &hb)) {
+            L_WARNING("no box found!\n", procName);
+            continue;
+        }
+        pix1 = pixaGetPix(pixat, i, L_CLONE);
+        if (i == 0) res = pixGetXRes(pix1);
+        pixRasterop(pixd, xb, yb, wb, hb, PIX_SRC, pix1, 0, 0);
+        pixDestroy(&pix1);
+    }
+    pixSetResolution(pixd, res, res);
+
+    pixaDestroy(&pixat);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayRandomCmap()
+ *
+ * \param[in]    pixa    1 bpp regions, with boxa delineating those regions
+ * \param[in]    w, h    if set to 0, the size is determined from the
+ *                       bounding box of the components in pixa
+ * \return  pix   8 bpp, cmapped, with random colors assigned to each region,
+ *                or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) This uses the boxes to place each pix in the rendered composite.
+ *          The fg of each pix in %pixa, such as a single connected
+ *          component or a line of text, is given a random color.
+ *      (2) By default, the background color is black (cmap index 0).
+ *          This can be changed by pixcmapResetColor()
+ * 

+ */
+PIX *
+pixaDisplayRandomCmap(PIXA    *pixa,
+                      l_int32  w,
+                      l_int32  h)
+{
+l_int32   i, n, same, maxd, index, xb, yb, wb, hb, res;
+BOXA     *boxa;
+PIX      *pixs, *pix1, *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixaDisplayRandomCmap");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+    pixaVerifyDepth(pixa, &same, &maxd);
+    if (maxd > 1)
+        return (PIX *)ERROR_PTR("not all components are 1 bpp", procName, NULL);
+
+        /* If w and h are not input, determine the minimum size required
+         * to contain the origin and all c.c. */
+    if (w == 0 || h == 0) {
+        boxa = pixaGetBoxa(pixa, L_CLONE);
+        boxaGetExtent(boxa, &w, &h, NULL);
+        boxaDestroy(&boxa);
+    }
+
+        /* Set up an 8 bpp dest pix, with a colormap with 254 random colors */
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    cmap = pixcmapCreateRandom(8, 1, 1);
+    pixSetColormap(pixd, cmap);
+
+        /* Color each component and blit it in */
+    for (i = 0; i < n; i++) {
+        index = 1 + (i % 254);
+        pixaGetBoxGeometry(pixa, i, &xb, &yb, &wb, &hb);
+        pixs = pixaGetPix(pixa, i, L_CLONE);
+        if (i == 0) res = pixGetXRes(pixs);
+        pix1 = pixConvert1To8(NULL, pixs, 0, index);
+        pixRasterop(pixd, xb, yb, wb, hb, PIX_PAINT, pix1, 0, 0);
+        pixDestroy(&pixs);
+        pixDestroy(&pix1);
+    }
+
+    pixSetResolution(pixd, res, res);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayLinearly()
+ *
+ * \param[in]    pixas
+ * \param[in]    direction    L_HORIZ or L_VERT
+ * \param[in]    scalefactor  applied to every pix; use 1.0 for no scaling
+ * \param[in]    background   0 for white, 1 for black; this is the color
+ *                            of the spacing between the images
+ * \param[in]    spacing      between images, and on outside
+ * \param[in]    border       width of black border added to each image;
+ *                            use 0 for no border
+ * \param[out]   pboxa        [optional] location of images in output pix
+ * \return  pix of composite images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This puts each pix, sequentially, in a line, either horizontally
+ *          or vertically.
+ *      (2) If any pix has a colormap, all pix are rendered in rgb.
+ *      (3) The boxa gives the location of each image.
+ * 

+ */
+PIX *
+pixaDisplayLinearly(PIXA      *pixas,
+                    l_int32    direction,
+                    l_float32  scalefactor,
+                    l_int32    background,  /* not used */
+                    l_int32    spacing,
+                    l_int32    border,
+                    BOXA     **pboxa)
+{
+l_int32  i, n, x, y, w, h, size, depth, bordval;
+BOX     *box;
+PIX     *pix1, *pix2, *pix3, *pixd;
+PIXA    *pixa1, *pixa2;
+
+    PROCNAME("pixaDisplayLinearly");
+
+    if (pboxa) *pboxa = NULL;
+    if (!pixas)
+        return (PIX *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (direction != L_HORIZ && direction != L_VERT)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+
+        /* Make sure all pix are at the same depth */
+    pixa1 = pixaConvertToSameDepth(pixas);
+    pixaGetDepthInfo(pixa1, &depth, NULL);
+
+        /* Scale and add border if requested */
+    n = pixaGetCount(pixa1);
+    pixa2 = pixaCreate(n);
+    bordval = (depth == 1) ? 1 : 0;
+    size = (n - 1) * spacing;
+    x = y = 0;
+    for (i = 0; i < n; i++) {
+        if ((pix1 = pixaGetPix(pixa1, i, L_CLONE)) == NULL) {
+            L_WARNING("missing pix at index %d\n", procName, i);
+            continue;
+        }
+
+        if (scalefactor != 1.0)
+            pix2 = pixScale(pix1, scalefactor, scalefactor);
+        else
+            pix2 = pixClone(pix1);
+        if (border)
+            pix3 = pixAddBorder(pix2, border, bordval);
+        else
+            pix3 = pixClone(pix2);
+
+        pixGetDimensions(pix3, &w, &h, NULL);
+        box = boxCreate(x, y, w, h);
+        if (direction == L_HORIZ) {
+            size += w;
+            x += w + spacing;
+        } else {  /* vertical */
+            size += h;
+            y += h + spacing;
+        }
+        pixaAddPix(pixa2, pix3, L_INSERT);
+        pixaAddBox(pixa2, box, L_INSERT);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+    pixd = pixaDisplay(pixa2, 0, 0);
+
+    if (pboxa)
+        *pboxa = pixaGetBoxa(pixa2, L_COPY);
+    pixaDestroy(&pixa1);
+    pixaDestroy(&pixa2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayOnLattice()
+ *
+ * \param[in]    pixa
+ * \param[in]    cellw    lattice cell width
+ * \param[in]    cellh    lattice cell height
+ * \param[out]   pncols   [optional] number of columns in output lattice
+ * \param[out]   pboxa    [optional] location of images in lattice
+ * \return  pix of composite images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This places each pix on sequentially on a regular lattice
+ *          in the rendered composite.  If a pix is too large to fit in the
+ *          allocated lattice space, it is not rendered.
+ *      (2) If any pix has a colormap, all pix are rendered in rgb.
+ *      (3) This is useful when putting bitmaps of components,
+ *          such as characters, into a single image.
+ *      (4) Save the number of tiled images in the text field of the pix,
+ *          in the format: n = %d.  This survives write/read into png files,
+ *          for example.
+ *      (5) The boxa gives the location of each image.  The UL corner
+ *          of each image is on a lattice cell corner.  Omitted images
+ *          (due to size) are assigned an invalid width and height of 0.
+ * 

+ */
+PIX *
+pixaDisplayOnLattice(PIXA     *pixa,
+                     l_int32   cellw,
+                     l_int32   cellh,
+                     l_int32  *pncols,
+                     BOXA    **pboxa)
+{
+char     buf[16];
+l_int32  n, nw, nh, w, h, d, wt, ht, res, samedepth;
+l_int32  index, i, j, hascmap;
+BOX     *box;
+BOXA    *boxa;
+PIX     *pix1, *pix2, *pixd;
+PIXA    *pixa1;
+
+    PROCNAME("pixaDisplayOnLattice");
+
+    if (pncols) *pncols = 0;
+    if (pboxa) *pboxa = NULL;
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+
+        /* If any pix have colormaps, or if the depths differ, generate rgb */
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+    pixaAnyColormaps(pixa, &hascmap);
+    pixaVerifyDepth(pixa, &samedepth, NULL);
+    if (hascmap || !samedepth) {
+        pixa1 = pixaCreate(n);
+        for (i = 0; i < n; i++) {
+            pix1 = pixaGetPix(pixa, i, L_CLONE);
+            pix2 = pixConvertTo32(pix1);
+            pixaAddPix(pixa1, pix2, L_INSERT);
+            pixDestroy(&pix1);
+        }
+    } else {
+        pixa1 = pixaCopy(pixa, L_CLONE);
+    }
+
+        /* Have number of rows and columns approximately equal */
+    nw = (l_int32)sqrt((l_float64)n);
+    nh = (n + nw - 1) / nw;
+    w = cellw * nw;
+    h = cellh * nh;
+
+        /* Use the first pix to determine output depth and resolution  */
+    pix1 = pixaGetPix(pixa1, 0, L_CLONE);
+    d = pixGetDepth(pix1);
+    res = pixGetXRes(pix1);
+    pixDestroy(&pix1);
+    if ((pixd = pixCreate(w, h, d)) == NULL) {
+        pixaDestroy(&pixa1);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixSetBlackOrWhite(pixd, L_SET_WHITE);
+    pixSetResolution(pixd, res, res);
+    boxa = boxaCreate(n);
+
+        /* Tile the output */
+    index = 0;
+    for (i = 0; i < nh; i++) {
+        for (j = 0; j < nw && index < n; j++, index++) {
+            pix1 = pixaGetPix(pixa1, index, L_CLONE);
+            pixGetDimensions(pix1, &wt, &ht, NULL);
+            if (wt > cellw || ht > cellh) {
+                L_INFO("pix(%d) omitted; size %dx%x\n", procName, index,
+                       wt, ht);
+                box = boxCreate(0, 0, 0, 0);
+                boxaAddBox(boxa, box, L_INSERT);
+                pixDestroy(&pix1);
+                continue;
+            }
+            pixRasterop(pixd, j * cellw, i * cellh, wt, ht,
+                        PIX_SRC, pix1, 0, 0);
+            box = boxCreate(j * cellw, i * cellh, wt, ht);
+            boxaAddBox(boxa, box, L_INSERT);
+            pixDestroy(&pix1);
+        }
+    }
+
+        /* Save the number of tiles in the text field */
+    snprintf(buf, sizeof(buf), "n = %d", boxaGetCount(boxa));
+    pixSetText(pixd, buf);
+
+    if (pncols) *pncols = nw;
+    if (pboxa)
+        *pboxa = boxa;
+    else
+        boxaDestroy(&boxa);
+    pixaDestroy(&pixa1);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayUnsplit()
+ *
+ * \param[in]    pixa
+ * \param[in]    nx           number of mosaic cells horizontally
+ * \param[in]    ny           number of mosaic cells vertically
+ * \param[in]    borderwidth  of added border on all sides
+ * \param[in]    bordercolor  in our RGBA format: 0xrrggbbaa
+ * \return  pix of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a logical inverse of pixaSplitPix().  It
+ *          constructs a pix from a mosaic of tiles, all of equal size.
+ *      (2) For added generality, a border of arbitrary color can
+ *          be added to each of the tiles.
+ *      (3) In use, pixa will typically have either been generated
+ *          from pixaSplitPix() or will derived from a pixa that
+ *          was so generated.
+ *      (4) All pix in the pixa must be of equal depth, and, if
+ *          colormapped, have the same colormap.
+ * 

+ */
+PIX *
+pixaDisplayUnsplit(PIXA     *pixa,
+                   l_int32   nx,
+                   l_int32   ny,
+                   l_int32   borderwidth,
+                   l_uint32  bordercolor)
+{
+l_int32  w, h, d, wt, ht;
+l_int32  i, j, k, x, y, n;
+PIX     *pix1, *pixd;
+
+    PROCNAME("pixaDisplayUnsplit");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (nx <= 0 || ny <= 0)
+        return (PIX *)ERROR_PTR("nx and ny must be > 0", procName, NULL);
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+    if (n != nx * ny)
+        return (PIX *)ERROR_PTR("n != nx * ny", procName, NULL);
+    borderwidth = L_MAX(0, borderwidth);
+
+    pixaGetPixDimensions(pixa, 0, &wt, &ht, &d);
+    w = nx * (wt + 2 * borderwidth);
+    h = ny * (ht + 2 * borderwidth);
+
+    if ((pixd = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pix1 = pixaGetPix(pixa, 0, L_CLONE);
+    pixCopyColormap(pixd, pix1);
+    pixDestroy(&pix1);
+    if (borderwidth > 0)
+        pixSetAllArbitrary(pixd, bordercolor);
+
+    y = borderwidth;
+    for (i = 0, k = 0; i < ny; i++) {
+        x = borderwidth;
+        for (j = 0; j < nx; j++, k++) {
+            pix1 = pixaGetPix(pixa, k, L_CLONE);
+            pixRasterop(pixd, x, y, wt, ht, PIX_SRC, pix1, 0, 0);
+            pixDestroy(&pix1);
+            x += wt + 2 * borderwidth;
+        }
+        y += ht + 2 * borderwidth;
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayTiled()
+ *
+ * \param[in]    pixa
+ * \param[in]    maxwidth     of output image
+ * \param[in]    background   0 for white, 1 for black
+ * \param[in]    spacing
+ * \return  pix of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This renders a pixa to a single image of width not to
+ *          exceed maxwidth, with background color either white or black,
+ *          and with each subimage spaced on a regular lattice.
+ *      (2) The lattice size is determined from the largest width and height,
+ *          separately, of all pix in the pixa.
+ *      (3) All pix in the pixa must be of equal depth.
+ *      (4) If any pix has a colormap, all pix are rendered in rgb.
+ *      (5) Careful: because no components are omitted, this is
+ *          dangerous if there are thousands of small components and
+ *          one or more very large one, because the size of the
+ *          resulting pix can be huge!
+ * 

+ */
+PIX *
+pixaDisplayTiled(PIXA    *pixa,
+                 l_int32  maxwidth,
+                 l_int32  background,
+                 l_int32  spacing)
+{
+l_int32  wmax, hmax, wd, hd, d, hascmap, res, same;
+l_int32  i, j, n, ni, ncols, nrows;
+l_int32  ystart, xstart, wt, ht;
+PIX     *pix1, *pix2, *pixd;
+PIXA    *pixa1;
+
+    PROCNAME("pixaDisplayTiled");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+
+        /* If any pix have colormaps, generate rgb */
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+    pixaAnyColormaps(pixa, &hascmap);
+    if (hascmap) {
+        pixa1 = pixaCreate(n);
+        for (i = 0; i < n; i++) {
+            pix1 = pixaGetPix(pixa, i, L_CLONE);
+            pix2 = pixConvertTo32(pix1);
+            pixaAddPix(pixa1, pix2, L_INSERT);
+            pixDestroy(&pix1);
+        }
+    } else {
+        pixa1 = pixaCopy(pixa, L_CLONE);
+    }
+
+        /* Find the max dimensions and depth subimages */
+    pixaGetDepthInfo(pixa1, &d, &same);
+    if (!same) {
+        pixaDestroy(&pixa1);
+        return (PIX *)ERROR_PTR("depths not equal", procName, NULL);
+    }
+    pixaSizeRange(pixa1, NULL, NULL, &wmax, &hmax);
+
+        /* Get the number of rows and columns and the output image size */
+    spacing = L_MAX(spacing, 0);
+    ncols = (l_int32)((l_float32)(maxwidth - spacing) /
+                      (l_float32)(wmax + spacing));
+    ncols = L_MAX(ncols, 1);
+    nrows = (n + ncols - 1) / ncols;
+    wd = wmax * ncols + spacing * (ncols + 1);
+    hd = hmax * nrows + spacing * (nrows + 1);
+    if ((pixd = pixCreate(wd, hd, d)) == NULL) {
+        pixaDestroy(&pixa1);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+
+        /* Reset the background color if necessary */
+    if ((background == 1 && d == 1) || (background == 0 && d != 1))
+        pixSetAll(pixd);
+
+        /* Blit the images to the dest */
+    for (i = 0, ni = 0; i < nrows; i++) {
+        ystart = spacing + i * (hmax + spacing);
+        for (j = 0; j < ncols && ni < n; j++, ni++) {
+            xstart = spacing + j * (wmax + spacing);
+            pix1 = pixaGetPix(pixa1, ni, L_CLONE);
+            if (ni == 0) res = pixGetXRes(pix1);
+            pixGetDimensions(pix1, &wt, &ht, NULL);
+            pixRasterop(pixd, xstart, ystart, wt, ht, PIX_SRC, pix1, 0, 0);
+            pixDestroy(&pix1);
+        }
+    }
+    pixSetResolution(pixd, res, res);
+
+    pixaDestroy(&pixa1);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayTiledInRows()
+ *
+ * \param[in]    pixa
+ * \param[in]    outdepth     output depth: 1, 8 or 32 bpp
+ * \param[in]    maxwidth     of output image
+ * \param[in]    scalefactor  applied to every pix; use 1.0 for no scaling
+ * \param[in]    background   0 for white, 1 for black; this is the color
+ *                            of the spacing between the images
+ * \param[in]    spacing      between images, and on outside
+ * \param[in]    border       width of black border added to each image;
+ *                            use 0 for no border
+ * \return  pixd of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This renders a pixa to a single image of width not to
+ *          exceed maxwidth, with background color either white or black,
+ *          and with each row tiled such that the top of each pix is
+ *          aligned and separated by 'spacing' from the next one.
+ *          A black border can be added to each pix.
+ *      (2) All pix are converted to outdepth; existing colormaps are removed.
+ *      (3) This does a reasonably spacewise-efficient job of laying
+ *          out the individual pix images into a tiled composite.
+ *      (4) A serialized boxa giving the location in pixd of each input
+ *          pix (without added border) is stored in the text string of pixd.
+ *          This allows, e.g., regeneration of a pixa from pixd, using
+ *          pixaCreateFromBoxa().  If there is no scaling and the depth of
+ *          each input pix in the pixa is the same, this tiling operation
+ *          can be inverted using the boxa (except for loss of text in
+ *          each of the input pix):
+ *            pix1 = pixaDisplayTiledInRows(pixa1, 1, 1500, 1.0, 0, 30, 0);
+ *            char *boxatxt = pixGetText(pix1);
+ *            boxa1 = boxaReadMem((l_uint8 *)boxatxt, strlen(boxatxt));
+ *            pixa2 = pixaCreateFromBoxa(pix1, boxa1, 0, 0, NULL);
+ * 

+ */
+PIX *
+pixaDisplayTiledInRows(PIXA      *pixa,
+                       l_int32    outdepth,
+                       l_int32    maxwidth,
+                       l_float32  scalefactor,
+                       l_int32    background,
+                       l_int32    spacing,
+                       l_int32    border)
+{
+l_int32   h;  /* cumulative height over all the rows */
+l_int32   w;  /* cumulative height in the current row */
+l_int32   bordval, wtry, wt, ht;
+l_int32   irow;  /* index of current pix in current row */
+l_int32   wmaxrow;  /* width of the largest row */
+l_int32   maxh;  /* max height in row */
+l_int32   i, j, index, n, x, y, nrows, ninrow, res;
+size_t    size;
+l_uint8  *data;
+BOXA     *boxa;
+NUMA     *nainrow;  /* number of pix in the row */
+NUMA     *namaxh;  /* height of max pix in the row */
+PIX      *pix, *pixn, *pix1, *pixd;
+PIXA     *pixan;
+
+    PROCNAME("pixaDisplayTiledInRows");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (outdepth != 1 && outdepth != 8 && outdepth != 32)
+        return (PIX *)ERROR_PTR("outdepth not in {1, 8, 32}", procName, NULL);
+    if (border < 0)
+        border = 0;
+    if (scalefactor <= 0.0) scalefactor = 1.0;
+
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+
+        /* Normalize depths, scale, remove colormaps; optionally add border */
+    pixan = pixaCreate(n);
+    bordval = (outdepth == 1) ? 1 : 0;
+    for (i = 0; i < n; i++) {
+        if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL)
+            continue;
+
+        if (outdepth == 1)
+            pixn = pixConvertTo1(pix, 128);
+        else if (outdepth == 8)
+            pixn = pixConvertTo8(pix, FALSE);
+        else  /* outdepth == 32 */
+            pixn = pixConvertTo32(pix);
+        pixDestroy(&pix);
+
+        if (scalefactor != 1.0)
+            pix1 = pixScale(pixn, scalefactor, scalefactor);
+        else
+            pix1 = pixClone(pixn);
+        if (border)
+            pixd = pixAddBorder(pix1, border, bordval);
+        else
+            pixd = pixClone(pix1);
+        pixDestroy(&pixn);
+        pixDestroy(&pix1);
+
+        pixaAddPix(pixan, pixd, L_INSERT);
+    }
+    if (pixaGetCount(pixan) != n) {
+        n = pixaGetCount(pixan);
+        L_WARNING("only got %d components\n", procName, n);
+        if (n == 0) {
+            pixaDestroy(&pixan);
+            return (PIX *)ERROR_PTR("no components", procName, NULL);
+        }
+    }
+
+        /* Compute parameters for layout */
+    nainrow = numaCreate(0);
+    namaxh = numaCreate(0);
+    wmaxrow = 0;
+    w = h = spacing;
+    maxh = 0;  /* max height in row */
+    for (i = 0, irow = 0; i < n; i++, irow++) {
+        pixaGetPixDimensions(pixan, i, &wt, &ht, NULL);
+        wtry = w + wt + spacing;
+        if (wtry > maxwidth) {  /* end the current row and start next one */
+            numaAddNumber(nainrow, irow);
+            numaAddNumber(namaxh, maxh);
+            wmaxrow = L_MAX(wmaxrow, w);
+            h += maxh + spacing;
+            irow = 0;
+            w = wt + 2 * spacing;
+            maxh = ht;
+        } else {
+            w = wtry;
+            maxh = L_MAX(maxh, ht);
+        }
+    }
+
+        /* Enter the parameters for the last row */
+    numaAddNumber(nainrow, irow);
+    numaAddNumber(namaxh, maxh);
+    wmaxrow = L_MAX(wmaxrow, w);
+    h += maxh + spacing;
+
+    if ((pixd = pixCreate(wmaxrow, h, outdepth)) == NULL) {
+        numaDestroy(&nainrow);
+        numaDestroy(&namaxh);
+        pixaDestroy(&pixan);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+
+        /* Reset the background color if necessary */
+    if ((background == 1 && outdepth == 1) ||
+        (background == 0 && outdepth != 1))
+        pixSetAll(pixd);
+
+        /* Blit the images to the dest, and save the boxa identifying
+         * the image regions that do not include the borders. */
+    nrows = numaGetCount(nainrow);
+    y = spacing;
+    boxa = boxaCreate(n);
+    for (i = 0, index = 0; i < nrows; i++) {  /* over rows */
+        numaGetIValue(nainrow, i, &ninrow);
+        numaGetIValue(namaxh, i, &maxh);
+        x = spacing;
+        for (j = 0; j < ninrow; j++, index++) {   /* over pix in row */
+            pix = pixaGetPix(pixan, index, L_CLONE);
+            if (index == 0) {
+                res = pixGetXRes(pix);
+                pixSetResolution(pixd, res, res);
+            }
+            pixGetDimensions(pix, &wt, &ht, NULL);
+            boxaAddBox(boxa, boxCreate(x + border, y + border,
+                wt - 2 * border, ht - 2 *border), L_INSERT);
+            pixRasterop(pixd, x, y, wt, ht, PIX_SRC, pix, 0, 0);
+            pixDestroy(&pix);
+            x += wt + spacing;
+        }
+        y += maxh + spacing;
+    }
+    boxaWriteMem(&data, &size, boxa);
+    pixSetText(pixd, (char *)data);  /* data is ascii */
+    LEPT_FREE(data);
+    boxaDestroy(&boxa);
+
+    numaDestroy(&nainrow);
+    numaDestroy(&namaxh);
+    pixaDestroy(&pixan);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayTiledInColumns()
+ *
+ * \param[in]    pixas
+ * \param[in]    nx           number of columns in output image
+ * \param[in]    scalefactor  applied to every pix; use 1.0 for no scaling
+ * \param[in]    spacing      between images, and on outside
+ * \param[in]    border       width of black border added to each image;
+ *                            use 0 for no border
+ * \return  pixd of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This renders a pixa to a single image with &nx columns of
+ *          subimages.  The background color is white, and each row
+ *          is tiled such that the top of each pix is aligned and
+ *          each pix is separated by 'spacing' from the next one.
+ *          A black border can be added to each pix.
+ *      (2) The output depth is determined by the largest depth
+ *          required by the pix in the pixa.  Colormaps are removed.
+ *      (3) A serialized boxa giving the location in pixd of each input
+ *          pix (without added border) is stored in the text string of pixd.
+ *          This allows, e.g., regeneration of a pixa from pixd, using
+ *          pixaCreateFromBoxa().  If there is no scaling and the depth of
+ *          each input pix in the pixa is the same, this tiling operation
+ *          can be inverted using the boxa (except for loss of text in
+ *          each of the input pix):
+ *            pix1 = pixaDisplayTiledInColumns(pixa1, 3, 1.0, 0, 30, 2);
+ *            char *boxatxt = pixGetText(pix1);
+ *            boxa1 = boxaReadMem((l_uint8 *)boxatxt, strlen(boxatxt));
+ *            pixa2 = pixaCreateFromBoxa(pix1, boxa1, NULL);
+ * 

+ */
+PIX *
+pixaDisplayTiledInColumns(PIXA      *pixas,
+                          l_int32    nx,
+                          l_float32  scalefactor,
+                          l_int32    spacing,
+                          l_int32    border)
+{
+l_int32   i, j, index, n, x, y, nrows, wb, hb, w, h, maxd, maxh, bordval, res;
+size_t    size;
+l_uint8  *data;
+BOX      *box;
+BOXA     *boxa;
+PIX      *pix1, *pix2, *pix3, *pixd;
+PIXA     *pixa1, *pixa2;
+
+    PROCNAME("pixaDisplayTiledInColumns");
+
+    if (!pixas)
+        return (PIX *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (border < 0)
+        border = 0;
+    if (scalefactor <= 0.0) scalefactor = 1.0;
+
+    if ((n = pixaGetCount(pixas)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+
+        /* Convert to same depth, if necessary */
+    pixa1 = pixaConvertToSameDepth(pixas);
+    pixaGetDepthInfo(pixa1, &maxd, NULL);
+
+        /* Scale and optionally add border */
+    pixa2 = pixaCreate(n);
+    bordval = (maxd == 1) ? 1 : 0;
+    for (i = 0; i < n; i++) {
+        if ((pix1 = pixaGetPix(pixa1, i, L_CLONE)) == NULL)
+            continue;
+        if (scalefactor != 1.0)
+            pix2 = pixScale(pix1, scalefactor, scalefactor);
+        else
+            pix2 = pixClone(pix1);
+        if (border)
+            pix3 = pixAddBorder(pix2, border, bordval);
+        else
+            pix3 = pixClone(pix2);
+        if (i == 0) res = pixGetXRes(pix3);
+        pixaAddPix(pixa2, pix3, L_INSERT);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+    pixaDestroy(&pixa1);
+    if (pixaGetCount(pixa2) != n) {
+        n = pixaGetCount(pixa2);
+        L_WARNING("only got %d components\n", procName, n);
+        if (n == 0) {
+            pixaDestroy(&pixa2);
+            return (PIX *)ERROR_PTR("no components", procName, NULL);
+        }
+    }
+
+        /* Compute layout parameters and save as a boxa */
+    boxa = boxaCreate(n);
+    nrows = (n + nx - 1) / nx;
+    y = spacing;
+    for (i = 0, index = 0; i < nrows; i++) {
+        x = spacing;
+        maxh = 0;
+        for (j = 0; j < nx && index < n; j++) {
+            pixaGetPixDimensions(pixa2, index, &wb, &hb, NULL);
+            box = boxCreate(x, y, wb, hb);
+            boxaAddBox(boxa, box, L_INSERT);
+            maxh = L_MAX(maxh, hb + spacing);
+            x += wb + spacing;
+            index++;
+        }
+        y += maxh;
+    }
+    pixaSetBoxa(pixa2, boxa, L_INSERT);
+
+        /* Render the output pix */
+    boxaGetExtent(boxa, &w, &h, NULL);
+    pixd = pixaDisplay(pixa2, w + spacing, h + spacing);
+    pixSetResolution(pixd, res, res);
+
+        /* Save the boxa in the text field of the output pix */
+    boxaWriteMem(&data, &size, boxa);
+    pixSetText(pixd, (char *)data);  /* data is ascii */
+    LEPT_FREE(data);
+
+    pixaDestroy(&pixa2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayTiledAndScaled()
+ *
+ * \param[in]    pixa
+ * \param[in]    outdepth    output depth: 1, 8 or 32 bpp
+ * \param[in]    tilewidth   each pix is scaled to this width
+ * \param[in]    ncols       number of tiles in each row
+ * \param[in]    background  0 for white, 1 for black; this is the color
+ *                           of the spacing between the images
+ * \param[in]    spacing     between images, and on outside
+ * \param[in]    border      width of additional black border on each image;
+ *                           use 0 for no border
+ * \return  pix of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This can be used to tile a number of renderings of
+ *          an image that are at different scales and depths.
+ *      (2) Each image, after scaling and optionally adding the
+ *          black border, has width 'tilewidth'.  Thus, the border does
+ *          not affect the spacing between the image tiles.  The
+ *          maximum allowed border width is tilewidth / 5.
+ * 

+ */
+PIX *
+pixaDisplayTiledAndScaled(PIXA    *pixa,
+                          l_int32  outdepth,
+                          l_int32  tilewidth,
+                          l_int32  ncols,
+                          l_int32  background,
+                          l_int32  spacing,
+                          l_int32  border)
+{
+l_int32    x, y, w, h, wd, hd, d, res;
+l_int32    i, n, nrows, maxht, ninrow, irow, bordval;
+l_int32   *rowht;
+l_float32  scalefact;
+PIX       *pix, *pixn, *pix1, *pixb, *pixd;
+PIXA      *pixan;
+
+    PROCNAME("pixaDisplayTiledAndScaled");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (outdepth != 1 && outdepth != 8 && outdepth != 32)
+        return (PIX *)ERROR_PTR("outdepth not in {1, 8, 32}", procName, NULL);
+    if (ncols <= 0)
+        return (PIX *)ERROR_PTR("ncols must be > 0", procName, NULL);
+    if (border < 0 || border > tilewidth / 5)
+        border = 0;
+
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+
+        /* Normalize scale and depth for each pix; optionally add border */
+    pixan = pixaCreate(n);
+    bordval = (outdepth == 1) ? 1 : 0;
+    for (i = 0; i < n; i++) {
+        if ((pix = pixaGetPix(pixa, i, L_CLONE)) == NULL)
+            continue;
+
+        pixGetDimensions(pix, &w, &h, &d);
+        scalefact = (l_float32)(tilewidth - 2 * border) / (l_float32)w;
+        if (d == 1 && outdepth > 1 && scalefact < 1.0)
+            pix1 = pixScaleToGray(pix, scalefact);
+        else
+            pix1 = pixScale(pix, scalefact, scalefact);
+
+        if (outdepth == 1)
+            pixn = pixConvertTo1(pix1, 128);
+        else if (outdepth == 8)
+            pixn = pixConvertTo8(pix1, FALSE);
+        else  /* outdepth == 32 */
+            pixn = pixConvertTo32(pix1);
+        pixDestroy(&pix1);
+
+        if (border)
+            pixb = pixAddBorder(pixn, border, bordval);
+        else
+            pixb = pixClone(pixn);
+
+        pixaAddPix(pixan, pixb, L_INSERT);
+        pixDestroy(&pix);
+        pixDestroy(&pixn);
+    }
+    if ((n = pixaGetCount(pixan)) == 0) { /* should not have changed! */
+        pixaDestroy(&pixan);
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+    }
+
+        /* Determine the size of each row and of pixd */
+    wd = tilewidth * ncols + spacing * (ncols + 1);
+    nrows = (n + ncols - 1) / ncols;
+    if ((rowht = (l_int32 *)LEPT_CALLOC(nrows, sizeof(l_int32))) == NULL) {
+        pixaDestroy(&pixan);
+        return (PIX *)ERROR_PTR("rowht array not made", procName, NULL);
+    }
+    maxht = 0;
+    ninrow = 0;
+    irow = 0;
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixan, i, L_CLONE);
+        ninrow++;
+        pixGetDimensions(pix, &w, &h, NULL);
+        maxht = L_MAX(h, maxht);
+        if (ninrow == ncols) {
+            rowht[irow] = maxht;
+            maxht = ninrow = 0;  /* reset */
+            irow++;
+        }
+        pixDestroy(&pix);
+    }
+    if (ninrow > 0) {   /* last fencepost */
+        rowht[irow] = maxht;
+        irow++;  /* total number of rows */
+    }
+    nrows = irow;
+    hd = spacing * (nrows + 1);
+    for (i = 0; i < nrows; i++)
+        hd += rowht[i];
+
+    pixd = pixCreate(wd, hd, outdepth);
+    if ((background == 1 && outdepth == 1) ||
+        (background == 0 && outdepth != 1))
+        pixSetAll(pixd);
+
+        /* Now blit images to pixd */
+    x = y = spacing;
+    irow = 0;
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixan, i, L_CLONE);
+        if (i == 0) {
+            res = pixGetXRes(pix);
+            pixSetResolution(pixd, res, res);
+        }
+        pixGetDimensions(pix, &w, &h, NULL);
+        if (i && ((i % ncols) == 0)) {  /* start new row */
+            x = spacing;
+            y += spacing + rowht[irow];
+            irow++;
+        }
+        pixRasterop(pixd, x, y, w, h, PIX_SRC, pix, 0, 0);
+        x += tilewidth + spacing;
+        pixDestroy(&pix);
+    }
+
+    pixaDestroy(&pixan);
+    LEPT_FREE(rowht);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayTiledWithText()
+ *
+ * \param[in]    pixa
+ * \param[in]    maxwidth     of output image
+ * \param[in]    scalefactor  applied to every pix; use 1.0 for no scaling
+ * \param[in]    spacing      between images, and on outside
+ * \param[in]    border       width of black border added to each image;
+ *                            use 0 for no border
+ * \param[in]    fontsize     4, 6, ... 20
+ * \param[in]    textcolor    0xrrggbb00
+ * \return  pixd of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a version of pixaDisplayTiledInRows() that prints, below
+ *          each pix, the text in the pix text field.  Up to 127 chars
+ *          of text in the pix text field are rendered below each pix.
+ *      (2) It renders a pixa to a single image of width not to
+ *          exceed %maxwidth, with white background color, with each row
+ *          tiled such that the top of each pix is aligned and separated
+ *          by %spacing from the next one.
+ *      (3) All pix are converted to 32 bpp.
+ *      (4) This does a reasonably spacewise-efficient job of laying
+ *          out the individual pix images into a tiled composite.
+ * 

+ */
+PIX *
+pixaDisplayTiledWithText(PIXA      *pixa,
+                         l_int32    maxwidth,
+                         l_float32  scalefactor,
+                         l_int32    spacing,
+                         l_int32    border,
+                         l_int32    fontsize,
+                         l_uint32   textcolor)
+{
+char      buf[128];
+char     *textstr;
+l_int32   i, n, maxw;
+L_BMF    *bmf;
+PIX      *pix1, *pix2, *pix3, *pix4, *pixd;
+PIXA     *pixad;
+
+    PROCNAME("pixaDisplayTiledWithText");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+    if (maxwidth <= 0)
+        return (PIX *)ERROR_PTR("invalid maxwidth", procName, NULL);
+    if (border < 0)
+        border = 0;
+    if (scalefactor <= 0.0) {
+        L_WARNING("invalid scalefactor; setting to 1.0\n", procName);
+        scalefactor = 1.0;
+    }
+    if (fontsize < 4 || fontsize > 20 || (fontsize & 1)) {
+        l_int32 fsize = L_MAX(L_MIN(fontsize, 20), 4);
+        if (fsize & 1) fsize--;
+        L_WARNING("changed fontsize from %d to %d\n", procName,
+                  fontsize, fsize);
+        fontsize = fsize;
+    }
+
+        /* Be sure the width can accommodate a single column of images */
+    pixaSizeRange(pixa, NULL, NULL, &maxw, NULL);
+    maxwidth = L_MAX(maxwidth, scalefactor * (maxw + 2 * spacing + 2 * border));
+
+    bmf = bmfCreate(NULL, fontsize);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        pix2 = pixConvertTo32(pix1);
+        pix3 = pixAddBorderGeneral(pix2, spacing, spacing, spacing,
+                                   spacing, 0xffffff00);
+        textstr = pixGetText(pix1);
+        if (textstr && strlen(textstr) > 0) {
+            snprintf(buf, sizeof(buf), "%s", textstr);
+            pix4 = pixAddSingleTextblock(pix3, bmf, buf, textcolor,
+                                     L_ADD_BELOW, NULL);
+        } else {
+            pix4 = pixClone(pix3);
+        }
+        pixaAddPix(pixad, pix4, L_INSERT);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+    }
+    bmfDestroy(&bmf);
+
+    pixd = pixaDisplayTiledInRows(pixad, 32, maxwidth, scalefactor,
+                                  0, 10, border);
+    pixaDestroy(&pixad);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaDisplayTiledByIndex()
+ *
+ * \param[in]    pixa
+ * \param[in]    na         numa with indices corresponding to the pix in pixa
+ * \param[in]    width      each pix is scaled to this width
+ * \param[in]    spacing    between images, and on outside
+ * \param[in]    border     width of black border added to each image;
+ *                          use 0 for no border
+ * \param[in]    fontsize   4, 6, ... 20
+ * \param[in]    textcolor  0xrrggbb00
+ * \return  pixd of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This renders a pixa to a single image with white
+ *          background color, where the pix are placed in columns
+ *          given by the index value in the numa.  Each pix
+ *          is separated by %spacing from the adjacent ones, and
+ *          an optional border is placed around them.
+ *      (2) Up to 127 chars of text in the pix text field are rendered
+ *          below each pix.  Use newlines in the text field to write
+ *          the text in multiple lines that fit within the pix width.
+ *      (3) To avoid having empty columns, if there are N different
+ *          index values, they should be in [0 ... N-1].
+ *      (4) All pix are converted to 32 bpp.
+ * 

+ */
+PIX *
+pixaDisplayTiledByIndex(PIXA     *pixa,
+                        NUMA     *na,
+                        l_int32   width,
+                        l_int32   spacing,
+                        l_int32   border,
+                        l_int32   fontsize,
+                        l_uint32  textcolor)
+{
+char      buf[128];
+char     *textstr;
+l_int32    i, n, x, y, w, h, yval, index;
+l_float32  maxindex;
+L_BMF     *bmf;
+BOX       *box;
+NUMA      *nay;  /* top of the next pix to add in that column */
+PIX       *pix1, *pix2, *pix3, *pix4, *pix5, *pixd;
+PIXA      *pixad;
+
+    PROCNAME("pixaDisplayTiledByIndex");
+
+    if (!pixa)
+        return (PIX *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (!na)
+        return (PIX *)ERROR_PTR("na not defined", procName, NULL);
+    if ((n = pixaGetCount(pixa)) == 0)
+        return (PIX *)ERROR_PTR("no pixa components", procName, NULL);
+    if (n != numaGetCount(na))
+        return (PIX *)ERROR_PTR("pixa and na counts differ", procName, NULL);
+    if (width <= 0)
+        return (PIX *)ERROR_PTR("invalid width", procName, NULL);
+    if (width < 20)
+        L_WARNING("very small width: %d\n", procName, width);
+    if (border < 0)
+        border = 0;
+    if (fontsize < 4 || fontsize > 20 || (fontsize & 1)) {
+        l_int32 fsize = L_MAX(L_MIN(fontsize, 20), 4);
+        if (fsize & 1) fsize--;
+        L_WARNING("changed fontsize from %d to %d\n", procName,
+                  fontsize, fsize);
+        fontsize = fsize;
+    }
+
+        /* The pix will be rendered in the order they occupy in pixa. */
+    bmf = bmfCreate(NULL, fontsize);
+    pixad = pixaCreate(n);
+    numaGetMax(na, &maxindex, NULL);
+    nay = numaMakeConstant(spacing, lept_roundftoi(maxindex) + 1);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(na, i, &index);
+        numaGetIValue(nay, index, &yval);
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        pix2 = pixConvertTo32(pix1);
+        pix3 = pixScaleToSize(pix2, width, 0);
+        pix4 = pixAddBorderGeneral(pix3, border, border, border, border, 0);
+        textstr = pixGetText(pix1);
+        if (textstr && strlen(textstr) > 0) {
+            snprintf(buf, sizeof(buf), "%s", textstr);
+            pix5 = pixAddTextlines(pix4, bmf, textstr, textcolor, L_ADD_BELOW);
+        } else {
+            pix5 = pixClone(pix4);
+        }
+        pixaAddPix(pixad, pix5, L_INSERT);
+        x = spacing + border + index * (2 * border + width + spacing);
+        y = yval;
+        pixGetDimensions(pix5, &w, &h, NULL);
+        yval += h + spacing;
+        numaSetValue(nay, index, yval);
+        box = boxCreate(x, y, w, h);
+        pixaAddBox(pixad, box, L_INSERT);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+        pixDestroy(&pix4);
+    }
+    numaDestroy(&nay);
+    bmfDestroy(&bmf);
+
+    pixd = pixaDisplay(pixad, 0, 0);
+    pixaDestroy(&pixad);
+    return pixd;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                              Pixaa Display                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaaDisplay()
+ *
+ * \param[in]    paa
+ * \param[in]    w, h   if set to 0, the size is determined from the
+ *                      bounding box of the components in pixa
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Each pix of the paa is displayed at the location given by
+ *          its box, translated by the box of the containing pixa
+ *          if it exists.
+ * 

+ */
+PIX *
+pixaaDisplay(PIXAA   *paa,
+             l_int32  w,
+             l_int32  h)
+{
+l_int32  i, j, n, nbox, na, d, wmax, hmax, x, y, xb, yb, wb, hb;
+BOXA    *boxa1;  /* top-level boxa */
+BOXA    *boxa;
+PIX     *pix1, *pixd;
+PIXA    *pixa;
+
+    PROCNAME("pixaaDisplay");
+
+    if (!paa)
+        return (PIX *)ERROR_PTR("paa not defined", procName, NULL);
+
+    n = pixaaGetCount(paa, NULL);
+    if (n == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+
+        /* If w and h not input, determine the minimum size required
+         * to contain the origin and all c.c. */
+    boxa1 = pixaaGetBoxa(paa, L_CLONE);
+    nbox = boxaGetCount(boxa1);
+    if (w == 0 || h == 0) {
+        if (nbox == n) {
+            boxaGetExtent(boxa1, &w, &h, NULL);
+        } else {  /* have to use the lower-level boxa for each pixa */
+            wmax = hmax = 0;
+            for (i = 0; i < n; i++) {
+                pixa = pixaaGetPixa(paa, i, L_CLONE);
+                boxa = pixaGetBoxa(pixa, L_CLONE);
+                boxaGetExtent(boxa, &w, &h, NULL);
+                wmax = L_MAX(wmax, w);
+                hmax = L_MAX(hmax, h);
+                pixaDestroy(&pixa);
+                boxaDestroy(&boxa);
+            }
+            w = wmax;
+            h = hmax;
+        }
+    }
+
+        /* Get depth from first pix */
+    pixa = pixaaGetPixa(paa, 0, L_CLONE);
+    pix1 = pixaGetPix(pixa, 0, L_CLONE);
+    d = pixGetDepth(pix1);
+    pixaDestroy(&pixa);
+    pixDestroy(&pix1);
+
+    if ((pixd = pixCreate(w, h, d)) == NULL) {
+        boxaDestroy(&boxa1);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+
+    x = y = 0;
+    for (i = 0; i < n; i++) {
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        if (nbox == n)
+            boxaGetBoxGeometry(boxa1, i, &x, &y, NULL, NULL);
+        na = pixaGetCount(pixa);
+        for (j = 0; j < na; j++) {
+            pixaGetBoxGeometry(pixa, j, &xb, &yb, &wb, &hb);
+            pix1 = pixaGetPix(pixa, j, L_CLONE);
+            pixRasterop(pixd, x + xb, y + yb, wb, hb, PIX_PAINT, pix1, 0, 0);
+            pixDestroy(&pix1);
+        }
+        pixaDestroy(&pixa);
+    }
+    boxaDestroy(&boxa1);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaaDisplayByPixa()
+ *
+ * \param[in]    paa     with pix that may have different depths
+ * \param[in]    xspace  between pix in pixa
+ * \param[in]    yspace  between pixa
+ * \param[in]    maxw    max width of output pix
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Displays each pixa on a line (or set of lines),
+ *          in order from top to bottom.  Within each pixa,
+ *          the pix are displayed in order from left to right.
+ *      (2) The sizes and depths of each pix can differ.  The output pix
+ *          has a depth equal to the max depth of all the pix.
+ *      (3) This ignores the boxa of the paa.
+ * 

+ */
+PIX *
+pixaaDisplayByPixa(PIXAA   *paa,
+                   l_int32  xspace,
+                   l_int32  yspace,
+                   l_int32  maxw)
+{
+l_int32   i, j, npixa, npix, same, use_maxw, x, y, w, h, hindex;
+l_int32   maxwidth, maxd, width, lmaxh, lmaxw;
+l_int32  *harray;
+NUMA     *nah;
+PIX      *pix, *pix1, *pixd;
+PIXA     *pixa;
+
+    PROCNAME("pixaaDisplayByPixa");
+
+    if (!paa)
+        return (PIX *)ERROR_PTR("paa not defined", procName, NULL);
+
+    if ((npixa = pixaaGetCount(paa, NULL)) == 0)
+        return (PIX *)ERROR_PTR("no components", procName, NULL);
+    pixaaVerifyDepth(paa, &same, &maxd);
+    if (!same && maxd < 8)
+        return (PIX *)ERROR_PTR("depths differ; max < 8", procName, NULL);
+
+        /* Be sure the widest box fits in the output pix */
+    pixaaSizeRange(paa, NULL, NULL, &maxwidth, NULL);
+    if (maxwidth > maxw) {
+        L_WARNING("maxwidth > maxw; using maxwidth\n", procName);
+        maxw = maxwidth;
+    }
+
+        /* Get size of output pix.  The width is the minimum of the
+         * maxw and the largest pixa line width.  The height is whatever
+         * it needs to be to accommodate all pixa. */
+    lmaxw = 0;  /* widest line found */
+    use_maxw = FALSE;
+    nah = numaCreate(0);  /* store height of each line */
+    y = yspace;
+    for (i = 0; i < npixa; i++) {
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        npix = pixaGetCount(pixa);
+        if (npix == 0) {
+            pixaDestroy(&pixa);
+            continue;
+        }
+        x = xspace;
+        lmaxh = 0;  /* max height found in the line */
+        for (j = 0; j < npix; j++) {
+            pix = pixaGetPix(pixa, j, L_CLONE);
+            pixGetDimensions(pix, &w, &h, NULL);
+            if (x + w >= maxw) {  /* start new line */
+                x = xspace;
+                y += lmaxh + yspace;
+                numaAddNumber(nah, lmaxh);
+                lmaxh = 0;
+                use_maxw = TRUE;
+            }
+            x += w + xspace;
+            lmaxh = L_MAX(h, lmaxh);
+            lmaxw = L_MAX(lmaxw, x);
+            pixDestroy(&pix);
+        }
+        y += lmaxh + yspace;
+        numaAddNumber(nah, lmaxh);
+        pixaDestroy(&pixa);
+    }
+    width = (use_maxw) ? maxw : lmaxw;
+
+    if ((pixd = pixCreate(width, y, maxd)) == NULL) {
+        numaDestroy(&nah);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+
+        /* Now layout the pix by pixa */
+    y = yspace;
+    harray = numaGetIArray(nah);
+    hindex = 0;
+    for (i = 0; i < npixa; i++) {
+        x = xspace;
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        npix = pixaGetCount(pixa);
+        if (npix == 0) {
+            pixaDestroy(&pixa);
+            continue;
+        }
+        for (j = 0; j < npix; j++) {
+            pix = pixaGetPix(pixa, j, L_CLONE);
+            if (pixGetDepth(pix) != maxd) {
+                if (maxd == 8)
+                     pix1 = pixConvertTo8(pix, 0);
+                else  /* 32 bpp */
+                     pix1 = pixConvertTo32(pix);
+            } else {
+                pix1 = pixClone(pix);
+            }
+            pixGetDimensions(pix1, &w, &h, NULL);
+            if (x + w >= maxw) {  /* start new line */
+                x = xspace;
+                y += harray[hindex++] + yspace;
+            }
+            pixRasterop(pixd, x, y, w, h, PIX_PAINT, pix1, 0, 0);
+            pixDestroy(&pix);
+            pixDestroy(&pix1);
+            x += w + xspace;
+        }
+        y += harray[hindex++] + yspace;
+        pixaDestroy(&pixa);
+    }
+    LEPT_FREE(harray);
+
+    numaDestroy(&nah);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixaaDisplayTiledAndScaled()
+ *
+ * \param[in]    paa
+ * \param[in]    outdepth    output depth: 1, 8 or 32 bpp
+ * \param[in]    tilewidth   each pix is scaled to this width
+ * \param[in]    ncols       number of tiles in each row
+ * \param[in]    background  0 for white, 1 for black; this is the color
+ *                           of the spacing between the images
+ * \param[in]    spacing     between images, and on outside
+ * \param[in]    border      width of additional black border on each image;
+ *                           use 0 for no border
+ * \return  pixa of tiled images, one image for each pixa in
+ *                    the paa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For each pixa, this generates from all the pix a
+ *          tiled/scaled output pix, and puts it in the output pixa.
+ *      (2) See comments in pixaDisplayTiledAndScaled().
+ * 

+ */
+PIXA *
+pixaaDisplayTiledAndScaled(PIXAA   *paa,
+                           l_int32  outdepth,
+                           l_int32  tilewidth,
+                           l_int32  ncols,
+                           l_int32  background,
+                           l_int32  spacing,
+                           l_int32  border)
+{
+l_int32  i, n;
+PIX     *pix;
+PIXA    *pixa, *pixad;
+
+    PROCNAME("pixaaDisplayTiledAndScaled");
+
+    if (!paa)
+        return (PIXA *)ERROR_PTR("paa not defined", procName, NULL);
+    if (outdepth != 1 && outdepth != 8 && outdepth != 32)
+        return (PIXA *)ERROR_PTR("outdepth not in {1, 8, 32}", procName, NULL);
+    if (ncols <= 0)
+        return (PIXA *)ERROR_PTR("ncols must be > 0", procName, NULL);
+    if (border < 0 || border > tilewidth / 5)
+        border = 0;
+
+    if ((n = pixaaGetCount(paa, NULL)) == 0)
+        return (PIXA *)ERROR_PTR("no components", procName, NULL);
+
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        pix = pixaDisplayTiledAndScaled(pixa, outdepth, tilewidth, ncols,
+                                        background, spacing, border);
+        pixaAddPix(pixad, pix, L_INSERT);
+        pixaDestroy(&pixa);
+    }
+
+    return pixad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *         Conversion of all pix to specified type (e.g., depth)       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaConvertTo1()
+ *
+ * \param[in]    pixas
+ * \param[in]    thresh    threshold for final binarization from 8 bpp gray
+ * \return  pixad, or NULL on error
+ */
+PIXA *
+pixaConvertTo1(PIXA    *pixas,
+               l_int32  thresh)
+{
+l_int32  i, n;
+BOXA    *boxa;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaConvertTo1");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixConvertTo1(pix1, thresh);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    boxa = pixaGetBoxa(pixas, L_COPY);
+    pixaSetBoxa(pixad, boxa, L_INSERT);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaConvertTo8()
+ *
+ * \param[in]    pixas
+ * \param[in]    cmapflag   1 to give pixd a colormap; 0 otherwise
+ * \return  pixad each pix is 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes for pixConvertTo8(), applied to each pix in pixas.
+ * 

+ */
+PIXA *
+pixaConvertTo8(PIXA    *pixas,
+               l_int32  cmapflag)
+{
+l_int32  i, n;
+BOXA    *boxa;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaConvertTo8");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixConvertTo8(pix1, cmapflag);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    boxa = pixaGetBoxa(pixas, L_COPY);
+    pixaSetBoxa(pixad, boxa, L_INSERT);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaConvertTo8Colormap()
+ *
+ * \param[in]    pixas
+ * \param[in]    dither   1 to dither if necessary; 0 otherwise
+ * \return  pixad each pix is 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes for pixConvertTo8Colormap(), applied to each pix in pixas.
+ * 

+ */
+PIXA *
+pixaConvertTo8Colormap(PIXA    *pixas,
+                       l_int32  dither)
+{
+l_int32  i, n;
+BOXA    *boxa;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaConvertTo8Colormap");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixConvertTo8Colormap(pix1, dither);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    boxa = pixaGetBoxa(pixas, L_COPY);
+    pixaSetBoxa(pixad, boxa, L_INSERT);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaConvertTo32()
+ *
+ * \param[in]    pixas
+ * \return  pixad 32 bpp rgb, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes for pixConvertTo32(), applied to each pix in pixas.
+ *      (2) This can be used to allow 1 bpp pix in a pixa to be displayed
+ *          with color.
+ * 

+ */
+PIXA *
+pixaConvertTo32(PIXA  *pixas)
+{
+l_int32  i, n;
+BOXA    *boxa;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaConvertTo32");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixConvertTo32(pix1);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    boxa = pixaGetBoxa(pixas, L_COPY);
+    pixaSetBoxa(pixad, boxa, L_INSERT);
+    return pixad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                        Pixa constrained selection                   *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaConstrainedSelect()
+ *
+ * \param[in]    pixas
+ * \param[in]    first      first index to choose; >= 0
+ * \param[in]    last       biggest possible index to reach;
+ *                          use -1 to go to the end; otherwise, last >= first
+ * \param[in]    nmax       maximum number of pix to select; > 0
+ * \param[in]    use_pairs  1 = select pairs of adjacent pix;
+ *                          0 = select individual pix
+ * \param[in]    copyflag   L_COPY, L_CLONE
+ * \return  pixad if OK, NULL on error
+ *
+ * 
+ * Notes:
+ *     (1) See notes in genConstrainedNumaInRange() for how selection
+ *         is made.
+ *     (2) This returns a selection of the pix in the input pixa.
+ *     (3) Use copyflag == L_COPY if you don't want changes in the pix
+ *         in the returned pixa to affect those in the input pixa.
+ * 

+ */
+PIXA *
+pixaConstrainedSelect(PIXA    *pixas,
+                      l_int32  first,
+                      l_int32  last,
+                      l_int32  nmax,
+                      l_int32  use_pairs,
+                      l_int32  copyflag)
+{
+l_int32  i, n, nselect, index;
+NUMA    *na;
+PIX     *pix1;
+PIXA    *pixad;
+
+    PROCNAME("pixaConstrainedSelect");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    n = pixaGetCount(pixas);
+    first = L_MAX(0, first);
+    last = (last < 0) ? n - 1 : L_MIN(n - 1, last);
+    if (last < first)
+        return (PIXA *)ERROR_PTR("last < first!", procName, NULL);
+    if (nmax < 1)
+        return (PIXA *)ERROR_PTR("nmax < 1!", procName, NULL);
+
+    na = genConstrainedNumaInRange(first, last, nmax, use_pairs);
+    nselect = numaGetCount(na);
+    pixad = pixaCreate(nselect);
+    for (i = 0; i < nselect; i++) {
+        numaGetIValue(na, i, &index);
+        pix1 = pixaGetPix(pixas, index, copyflag);
+        pixaAddPix(pixad, pix1, L_INSERT);
+    }
+    numaDestroy(&na);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaSelectToPdf()
+ *
+ * \param[in]    pixas
+ * \param[in]    first     first index to choose; >= 0
+ * \param[in]    last      biggest possible index to reach;
+ *                         use -1 to go to the end; otherwise, last >= first
+ * \param[in]    res       override the resolution of each input image, in ppi;
+ *                         use 0 to respect the resolution embedded in the input
+ * \param[in]    scalefactor   scaling factor applied to each image; > 0.0
+ * \param[in]    type      encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                         L_FLATE_ENCODE, or 0 for default
+ * \param[in]    quality   used for JPEG only; 0 for default (75)
+ * \param[in]    color     of numbers added to each image (e.g., 0xff000000)
+ * \param[in]    fontsize  to print number below each image.  The valid set
+ *                         is {4,6,8,10,12,14,16,18,20}.  Use 0 to disable.
+ * \param[in]    fileout   pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This writes a pdf of the selected images from %pixas, one to
+ *          a page.  They are optionally scaled and annotated with the
+ *          index printed to the left of the image.
+ *      (2) If the input images are 1 bpp and you want the numbers to be
+ *          in color, first promote each pix to 8 bpp with a colormap:
+ *                pixa1 = pixaConvertTo8(pixas, 1);
+ *          and then call this function with the specified color
+ * 

+ */
+l_ok
+pixaSelectToPdf(PIXA        *pixas,
+                l_int32      first,
+                l_int32      last,
+                l_int32      res,
+                l_float32    scalefactor,
+                l_int32      type,
+                l_int32      quality,
+                l_uint32     color,
+                l_int32      fontsize,
+                const char  *fileout)
+{
+l_int32  n;
+L_BMF   *bmf;
+NUMA    *na;
+PIXA    *pixa1, *pixa2;
+
+    PROCNAME("pixaSelectToPdf");
+
+    if (!pixas)
+        return ERROR_INT("pixas not defined", procName, 1);
+    if (type < 0 || type > L_FLATE_ENCODE) {
+        L_WARNING("invalid compression type; using default\n", procName);
+        type = 0;
+    }
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+        /* Select from given range */
+    n = pixaGetCount(pixas);
+    first = L_MAX(0, first);
+    last = (last < 0) ? n - 1 : L_MIN(n - 1, last);
+    if (first > last) {
+        L_ERROR("first = %d > last = %d\n", procName, first, last);
+        return 1;
+    }
+    pixa1 = pixaSelectRange(pixas, first, last, L_CLONE);
+
+        /* Optionally add index numbers */
+    bmf = (fontsize <= 0) ? NULL : bmfCreate(NULL, fontsize);
+    if (bmf) {
+        na = numaMakeSequence(first, 1.0, last - first + 1);
+        pixa2 = pixaAddTextNumber(pixa1, bmf, na, color, L_ADD_LEFT);
+        numaDestroy(&na);
+    } else {
+        pixa2 = pixaCopy(pixa1, L_CLONE);
+    }
+    pixaDestroy(&pixa1);
+    bmfDestroy(&bmf);
+
+    pixaConvertToPdf(pixa2, res, scalefactor, type, quality, NULL, fileout);
+    pixaDestroy(&pixa2);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                    Generate pixa from tiled images                  *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaMakeFromTiledPixa()
+ *
+ * \param[in]    pixas    of mosaiced templates, one for each digit
+ * \param[in]    w        width of samples (use 0 for default = 20)
+ * \param[in]    h        height of samples (use 0 for default = 30)
+ * \param[in]    nsamp    number of requested samples (use 0 for default = 100)
+ * \return  pixa of individual, scaled templates, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This converts from a compressed representation of 1 bpp digit
+ *          templates to a pixa where each pix has a single labeled template.
+ *      (2) The mosaics hold 100 templates each, and the number of templates
+ *          %nsamp selected for each digit can be between 1 and 100.
+ *      (3) Each mosaic has the number of images written in the text field,
+ *          and the i-th pix contains samples of the i-th digit.  That value
+ *          is written into the text field of each template in the output.
+ * 

+ */
+PIXA *
+pixaMakeFromTiledPixa(PIXA    *pixas,
+                      l_int32  w,
+                      l_int32  h,
+                      l_int32  nsamp)
+{
+char     buf[8];
+l_int32  ntiles, i;
+PIX     *pix1;
+PIXA    *pixad, *pixa1;
+
+    PROCNAME("pixaMakeFromTiledPixa");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (nsamp > 1000)
+        return (PIXA *)ERROR_PTR("nsamp too large; typ. 100", procName, NULL);
+
+    if (w <= 0) w = 20;
+    if (h <= 0) h = 30;
+    if (nsamp <= 0) nsamp = 100;
+
+        /* pixas has 10 pix of mosaic'd digits.  Each of these images
+         * must be extracted into a pixa of templates, where each template
+         * is labeled with the digit value, and then selectively
+         * concatenated into an output pixa. */
+    pixad = pixaCreate(10 * nsamp);
+    for (i = 0; i < 10; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pixGetTileCount(pix1, &ntiles);
+        if (nsamp > ntiles)
+            L_WARNING("requested %d; only %d tiles\n", procName, nsamp, ntiles);
+        pixa1 = pixaMakeFromTiledPix(pix1, w, h, 0, nsamp, NULL);
+        snprintf(buf, sizeof(buf), "%d", i);
+        pixaSetText(pixa1, buf, NULL);
+        pixaJoin(pixad, pixa1, 0, -1);
+        pixaDestroy(&pixa1);
+        pixDestroy(&pix1);
+    }
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaMakeFromTiledPix()
+ *
+ * \param[in]    pixs        any depth; colormap OK
+ * \param[in]    w           width of each tile
+ * \param[in]    h           height of each tile
+ * \param[in]    start       first tile to use
+ * \param[in]    num         number of tiles; use 0 to go to the end
+ * \param[in]    boxa        [optional] location of rectangular regions
+ *                           to be extracted
+ * \return  pixa if OK, NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Operations that generate a pix by tiling from a pixa, and
+ *          the inverse that generate a pixa from tiles of a pix,
+ *          are useful.  One such pair is pixaDisplayUnsplit() and
+ *          pixaSplitPix().  This function is a very simple one that
+ *          generates a pixa from tiles of a pix. There are two cases:
+ *            - the tiles can all be the same size (the inverse of
+ *              pixaDisplayOnLattice(), or
+ *            - the tiles can differ in size, where there is an
+ *              associated boxa (the inverse of pixaCreateFromBoxa().
+ *      (2) If all tiles are the same size, %w by %h, use %boxa = NULL.
+ *          If the tiles differ in size, use %boxa to extract the
+ *          individual images (%w and %h are then ignored).
+ *      (3) If the pix was made by pixaDisplayOnLattice(), the number
+ *          of tiled images is written into the text field, in the format
+ *               n = .
+ *      (4) Typical usage: a set of character templates all scaled to
+ *          the same size can be stored on a lattice of that size in
+ *          a pix, and this function can regenerate the pixa.  If the
+ *          templates differ in size, a boxa generated when the tiled
+ *          pix was made can be used to indicate the location of
+ *          the templates.
+ * 

+ */
+PIXA *
+pixaMakeFromTiledPix(PIX     *pixs,
+                     l_int32  w,
+                     l_int32  h,
+                     l_int32  start,
+                     l_int32  num,
+                     BOXA    *boxa)
+{
+l_int32   i, j, k, ws, hs, d, nx, ny, n, n_isvalid, ntiles, nmax;
+PIX      *pix1;
+PIXA     *pixa1;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixaMakeFromTiledPix");
+
+    if (!pixs)
+        return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!boxa && (w <= 0 || h <= 0))
+        return (PIXA *)ERROR_PTR("w and h must be > 0", procName, NULL);
+
+    if (boxa)  /* general case */
+       return pixaCreateFromBoxa(pixs, boxa, start, num, NULL);
+
+        /* All tiles are the same size */
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    nx = ws / w;
+    ny = hs / h;
+    if (nx < 1 || ny < 1)
+        return (PIXA *)ERROR_PTR("invalid dimensions", procName, NULL);
+    if (nx * w != ws || ny * h != hs)
+        L_WARNING("some tiles will be clipped\n", procName);
+
+        /* Check the text field of the pix.  It may tell how many
+         * tiles hold valid data.  If a valid value is not found,
+         * assume all (nx * ny) tiles are valid.  */
+    pixGetTileCount(pixs, &n);
+    n_isvalid = (n <= nx * ny && n > nx * (ny - 1)) ? TRUE : FALSE;
+    ntiles = (n_isvalid) ? n : nx * ny;
+    nmax = ntiles - start;  /* max available from start */
+    num = (num == 0) ? nmax : L_MIN(num, nmax);
+
+        /* Extract the tiles */
+    if ((pixa1 = pixaCreate(num)) == NULL) {
+        return (PIXA *)ERROR_PTR("pixa1 not made", procName, NULL);
+    }
+    cmap = pixGetColormap(pixs);
+    for (i = 0, k = 0; i < ny; i++) {
+        for (j = 0; j < nx; j++, k++) {
+            if (k < start) continue;
+            if (k >= start + num) break;
+            pix1 = pixCreate(w, h, d);
+            if (cmap) pixSetColormap(pix1, pixcmapCopy(cmap));
+            pixRasterop(pix1, 0, 0, w, h, PIX_SRC, pixs, j * w, i * h);
+            pixaAddPix(pixa1, pix1, L_INSERT);
+        }
+    }
+    return pixa1;
+}
+
+
+/*!
+ * \brief   pixGetTileCount()
+ *
+ * \param[in]    pix
+ * \param[out]  *pn     number embedded in pix text field
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If the pix was made by pixaDisplayOnLattice(), the number
+ *          of tiled images is written into the text field, in the format
+ *               n = .
+ *      (2) This returns 0 if the data is not in the text field, or on error.
+ * 

+ */
+l_ok
+pixGetTileCount(PIX      *pix,
+                l_int32  *pn)
+{
+char    *text;
+l_int32  n;
+
+    PROCNAME("pixGetTileCount");
+
+    if (!pn)
+        return ERROR_INT("&n not defined", procName, 1);
+    *pn = 0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    text = pixGetText(pix);
+    if (text && strlen(text) > 4) {
+        if (sscanf(text, "n = %d", &n) == 1)
+            *pn = n;
+    }
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                    Pixa display into multiple tiles                 *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaDisplayMultiTiled()
+ *
+ * \param[in]    pixas
+ * \param[in]    nx, ny       in [1, ... 50], tiling factors in each direction
+ * \param[in]    maxw, maxh   max sizes to keep
+ * \param[in]    scalefactor  scale each image by this
+ * \param[in]    spacing      between images, and on outside
+ * \param[in]    border       width of additional black border on each image;
+ *                            use 0 for no border
+ * \return  pixad if OK, NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Each set of %nx * %ny images is optionally scaled and saved
+ *          into a new pix, and then aggregated.
+ *      (2) Set %maxw = %maxh = 0 if you want to include all pix from %pixs.
+ *      (3) This is useful for generating a pdf from the output pixa, where
+ *          each page is a tile of (%nx * %ny) images from the input pixa.
+ * 

+ */
+PIXA *
+pixaDisplayMultiTiled(PIXA      *pixas,
+                      l_int32    nx,
+                      l_int32    ny,
+                      l_int32    maxw,
+                      l_int32    maxh,
+                      l_float32  scalefactor,
+                      l_int32    spacing,
+                      l_int32    border)
+{
+l_int32  n, i, j, ntile, nout, index;
+PIX     *pix1, *pix2;
+PIXA    *pixa1, *pixa2, *pixad;
+
+    PROCNAME("pixaDisplayMultiTiled");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (nx < 1 || ny < 1 || nx > 50 || ny > 50)
+        return (PIXA *)ERROR_PTR("invalid tiling factor(s)", procName, NULL);
+    if ((n = pixaGetCount(pixas)) == 0)
+        return (PIXA *)ERROR_PTR("pixas is empty", procName, NULL);
+
+        /* Filter out large ones if requested */
+    if (maxw == 0 && maxh == 0) {
+        pixa1 = pixaCopy(pixas, L_CLONE);
+    } else {
+        maxw = (maxw == 0) ? 1000000 : maxw;
+        maxh = (maxh == 0) ? 1000000 : maxh;
+        pixa1 = pixaSelectBySize(pixas, maxw, maxh, L_SELECT_IF_BOTH,
+                                 L_SELECT_IF_LTE, NULL);
+        n = pixaGetCount(pixa1);
+    }
+
+    ntile = nx * ny;
+    nout = L_MAX(1, (n + ntile - 1) / ntile);
+    pixad = pixaCreate(nout);
+    for (i = 0, index = 0; i < nout; i++) {  /* over tiles */
+        pixa2 = pixaCreate(ntile);
+        for (j = 0; j < ntile && index < n; j++, index++) {
+            pix1 = pixaGetPix(pixa1, index, L_COPY);
+            pixaAddPix(pixa2, pix1, L_INSERT);
+        }
+        pix2 = pixaDisplayTiledInColumns(pixa2, nx, scalefactor, spacing,
+                                         border);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixaDestroy(&pixa2);
+    }
+    pixaDestroy(&pixa1);
+
+    return pixad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Split pixa into files                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaSplitIntoFiles()
+ *
+ * \param[in]    pixas
+ * \param[in]    nsplit       split pixas into this number of pixa; >= 2
+ * \param[in]    scale        scalefactor applied to each pix
+ * \param[in]    outwidth     the maxwidth parameter of tiled images
+ *                            for write_pix
+ * \param[in]    write_pixa  1 to write the split pixa as separate files
+ * \param[in]    write_pix   1 to write tiled images of the split pixa
+ * \param[in]    write_pdf   1 to write pdfs of the split pixa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For each requested output, %nsplit files are written into
+ *          directory /tmp/lept/split/.
+ *      (2) This is useful when a pixa is so large that the images
+ *          are not conveniently displayed as a single tiled image at
+ *          full resolution.
+ * 

+ */
+l_ok
+pixaSplitIntoFiles(PIXA      *pixas,
+                   l_int32    nsplit,
+                   l_float32  scale,
+                   l_int32    outwidth,
+                   l_int32    write_pixa,
+                   l_int32    write_pix,
+                   l_int32    write_pdf)
+{
+char     buf[64];
+l_int32  i, j, index, n, nt;
+PIX     *pix1, *pix2;
+PIXA    *pixa1;
+
+    PROCNAME("pixaSplitIntoFiles");
+
+    if (!pixas)
+        return ERROR_INT("pixas not defined", procName, 1);
+    if (nsplit <= 1)
+        return ERROR_INT("nsplit must be >= 2", procName, 1);
+    if ((nt = pixaGetCount(pixas)) == 0)
+        return ERROR_INT("pixas is empty", procName, 1);
+    if (!write_pixa && !write_pix && !write_pdf)
+        return ERROR_INT("no output is requested", procName, 1);
+
+    lept_mkdir("lept/split");
+    n = (nt + nsplit - 1) / nsplit;
+    fprintf(stderr, "nt = %d, n = %d, nsplit = %d\n", nt, n, nsplit);
+    for (i = 0, index = 0; i < nsplit; i++) {
+        pixa1 = pixaCreate(n);
+        for (j = 0; j < n && index < nt; j++, index++) {
+            pix1 = pixaGetPix(pixas, index, L_CLONE);
+            pix2 = pixScale(pix1, scale, scale);
+            pixaAddPix(pixa1, pix2, L_INSERT);
+            pixDestroy(&pix1);
+        }
+        if (write_pixa) {
+            snprintf(buf, sizeof(buf), "/tmp/lept/split/split%d.pa", i + 1);
+            pixaWriteDebug(buf, pixa1);
+        }
+        if (write_pix) {
+            snprintf(buf, sizeof(buf), "/tmp/lept/split/split%d.tif", i + 1);
+            pix1 = pixaDisplayTiledInRows(pixa1, 1, outwidth, 1.0, 0, 20, 2);
+            pixWriteDebug(buf, pix1, IFF_TIFF_G4);
+            pixDestroy(&pix1);
+        }
+        if (write_pdf) {
+            snprintf(buf, sizeof(buf), "/tmp/lept/split/split%d.pdf", i + 1);
+            pixaConvertToPdf(pixa1, 0, 1.0, L_G4_ENCODE, 0, buf, buf);
+        }
+        pixaDestroy(&pixa1);
+    }
+
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                               Tile N-Up                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertToNUpFiles()
+ *
+ * \param[in]    dir        full path to directory of images
+ * \param[in]    substr     [optional] can be null
+ * \param[in]    nx, ny     in [1, ... 50], tiling factors in each direction
+ * \param[in]    tw         target width, in pixels; must be >= 20
+ * \param[in]    spacing    between images, and on outside
+ * \param[in]    border     width of additional black border on each image;
+ *                          use 0 for no border
+ * \param[in]    fontsize   to print tail of filename with image.  Valid set is
+ *                          {4,6,8,10,12,14,16,18,20}.  Use 0 to disable.
+ * \param[in]    outdir     subdirectory of /tmp to put N-up tiled images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Each set of %nx * %ny images is scaled and tiled into a single
+ *          image, that is written out to %outdir.
+ *      (2) All images in each %nx * %ny set are scaled to the same
+ *          width, %tw.  This is typically used when all images are
+ *          roughly the same size.
+ *      (3) This is useful for generating a pdf from the set of input
+ *          files, where each page is a tile of (%nx * %ny) input images.
+ *          Typical values for %nx and %ny are in the range [2 ... 5].
+ *      (4) If %fontsize != 0, each image has the tail of its filename
+ *          rendered below it.
+ * 

+ */
+l_ok
+convertToNUpFiles(const char  *dir,
+                  const char  *substr,
+                  l_int32      nx,
+                  l_int32      ny,
+                  l_int32      tw,
+                  l_int32      spacing,
+                  l_int32      border,
+                  l_int32      fontsize,
+                  const char  *outdir)
+{
+l_int32  d, format;
+char     rootpath[256];
+PIXA    *pixa;
+
+    PROCNAME("convertToNUpFiles");
+
+    if (!dir)
+        return ERROR_INT("dir not defined", procName, 1);
+    if (nx < 1 || ny < 1 || nx > 50 || ny > 50)
+        return ERROR_INT("invalid tiling N-factor", procName, 1);
+    if (fontsize < 0 || fontsize > 20 || fontsize & 1 || fontsize == 2)
+        return ERROR_INT("invalid fontsize", procName, 1);
+    if (!outdir)
+        return ERROR_INT("outdir not defined", procName, 1);
+
+    pixa = convertToNUpPixa(dir, substr, nx, ny, tw, spacing, border,
+                            fontsize);
+    if (!pixa)
+        return ERROR_INT("pixa not made", procName, 1);
+
+    lept_rmdir(outdir);
+    lept_mkdir(outdir);
+    pixaGetRenderingDepth(pixa, &d);
+    format = (d == 1) ? IFF_TIFF_G4 : IFF_JFIF_JPEG;
+    makeTempDirname(rootpath, 256, outdir);
+    modifyTrailingSlash(rootpath, 256, L_ADD_TRAIL_SLASH);
+    pixaWriteFiles(rootpath, pixa, format);
+    pixaDestroy(&pixa);
+    return 0;
+}
+
+
+/*!
+ * \brief   convertToNUpPixa()
+ *
+ * \param[in]    dir       full path to directory of images
+ * \param[in]    substr    [optional] can be null
+ * \param[in]    nx, ny    in [1, ... 50], tiling factors in each direction
+ * \param[in]    tw        target width, in pixels; must be >= 20
+ * \param[in]    spacing   between images, and on outside
+ * \param[in]    border    width of additional black border on each image;
+ *                         use 0 for no border
+ * \param[in]    fontsize  to print tail of filename with image.  Valid set is
+ *                         {4,6,8,10,12,14,16,18,20}.  Use 0 to disable.
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes for convertToNUpFiles()
+ * 

+ */
+PIXA *
+convertToNUpPixa(const char  *dir,
+                 const char  *substr,
+                 l_int32      nx,
+                 l_int32      ny,
+                 l_int32      tw,
+                 l_int32      spacing,
+                 l_int32      border,
+                 l_int32      fontsize)
+{
+l_int32  i, n;
+char    *fname, *tail;
+PIXA    *pixa1, *pixa2;
+SARRAY  *sa1, *sa2;
+
+    PROCNAME("convertToNUpPixa");
+
+    if (!dir)
+        return (PIXA *)ERROR_PTR("dir not defined", procName, NULL);
+    if (nx < 1 || ny < 1 || nx > 50 || ny > 50)
+        return (PIXA *)ERROR_PTR("invalid tiling N-factor", procName, NULL);
+    if (tw < 20)
+        return (PIXA *)ERROR_PTR("tw must be >= 20", procName, NULL);
+    if (fontsize < 0 || fontsize > 20 || fontsize & 1 || fontsize == 2)
+        return (PIXA *)ERROR_PTR("invalid fontsize", procName, NULL);
+
+    sa1 = getSortedPathnamesInDirectory(dir, substr, 0, 0);
+    pixa1 = pixaReadFilesSA(sa1);
+    n = sarrayGetCount(sa1);
+    sa2 = sarrayCreate(n);
+    for (i = 0; i < n; i++) {
+        fname = sarrayGetString(sa1, i, L_NOCOPY);
+        splitPathAtDirectory(fname, NULL, &tail);
+        sarrayAddString(sa2, tail, L_INSERT);
+    }
+    sarrayDestroy(&sa1);
+    pixa2 = pixaConvertToNUpPixa(pixa1, sa2, nx, ny, tw, spacing,
+                                 border, fontsize);
+    pixaDestroy(&pixa1);
+    sarrayDestroy(&sa2);
+    return pixa2;
+}
+
+
+/*!
+ * \brief   pixaConvertToNUpPixa()
+ *
+ * \param[in]    pixas
+ * \param[in]    sa        [optional] array of strings associated with each pix
+ * \param[in]    nx, ny    in [1, ... 50], tiling factors in each direction
+ * \param[in]    tw        target width, in pixels; must be >= 20
+ * \param[in]    spacing   between images, and on outside
+ * \param[in]    border    width of additional black border on each image;
+ *                         use 0 for no border
+ * \param[in]    fontsize  to print string with each image.  Valid set is
+ *                         {4,6,8,10,12,14,16,18,20}.  Use 0 to disable.
+ * \return  pixad, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This takes an input pixa and an optional array of strings, and
+ *          generates a pixa of NUp tiles from the input, labeled with
+ *          the strings if they exist and %fontsize != 0.
+ *      (2) See notes for convertToNUpFiles()
+ * 

+ */
+PIXA *
+pixaConvertToNUpPixa(PIXA    *pixas,
+                     SARRAY  *sa,
+                     l_int32  nx,
+                     l_int32  ny,
+                     l_int32  tw,
+                     l_int32  spacing,
+                     l_int32  border,
+                     l_int32  fontsize)
+{
+l_int32    i, j, k, nt, n2, nout, d;
+char      *str;
+L_BMF     *bmf;
+PIX       *pix1, *pix2, *pix3, *pix4;
+PIXA      *pixa1, *pixad;
+
+    PROCNAME("pixaConvertToNUpPixa");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (nx < 1 || ny < 1 || nx > 50 || ny > 50)
+        return (PIXA *)ERROR_PTR("invalid tiling N-factor", procName, NULL);
+    if (tw < 20)
+        return (PIXA *)ERROR_PTR("tw must be >= 20", procName, NULL);
+    if (fontsize < 0 || fontsize > 20 || fontsize & 1 || fontsize == 2)
+        return (PIXA *)ERROR_PTR("invalid fontsize", procName, NULL);
+
+    nt = pixaGetCount(pixas);
+    if (sa && (sarrayGetCount(sa) != nt)) {
+        L_WARNING("pixa size %d not equal to sarray size %d\n", procName,
+                  nt, sarrayGetCount(sa));
+    }
+
+    n2 = nx * ny;
+    nout = (nt + n2 - 1) / n2;
+    pixad = pixaCreate(nout);
+    bmf = (fontsize == 0) ? NULL : bmfCreate(NULL, fontsize);
+    for (i = 0, j = 0; i < nout; i++) {
+        pixa1 = pixaCreate(n2);
+        for (k = 0; k < n2 && j < nt; j++, k++) {
+            pix1 = pixaGetPix(pixas, j, L_CLONE);
+            pix2 = pixScaleToSize(pix1, tw, 0);  /* all images have width tw */
+            if (bmf && sa) {
+                str = sarrayGetString(sa, j, L_NOCOPY);
+                pix3 = pixAddTextlines(pix2, bmf, str, 0xff000000,
+                                       L_ADD_BELOW);
+            } else {
+                pix3 = pixClone(pix2);
+            }
+            pixaAddPix(pixa1, pix3, L_INSERT);
+            pixDestroy(&pix1);
+            pixDestroy(&pix2);
+        }
+        if (pixaGetCount(pixa1) == 0) {  /* probably won't happen */
+            pixaDestroy(&pixa1);
+            continue;
+        }
+
+            /* Add 2 * border to image width to prevent scaling */
+        pixaGetRenderingDepth(pixa1, &d);
+        pix4 = pixaDisplayTiledAndScaled(pixa1, d, tw + 2 * border, nx, 0,
+                                         spacing, border);
+        pixaAddPix(pixad, pix4, L_INSERT);
+        pixaDestroy(&pixa1);
+    }
+
+    bmfDestroy(&bmf);
+    return pixad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *            Render two pixa side-by-side for comparison              *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaCompareInPdf()
+ *
+ * \param[in]    pixa1
+ * \param[in]    pixa2
+ * \param[in]    nx, ny     in [1, ... 20], tiling factors in each direction
+ * \param[in]    tw         target width, in pixels; must be >= 20
+ * \param[in]    spacing    between images, and on outside
+ * \param[in]    border     width of additional black border on each image
+ *                          and on each pair; use 0 for no border
+ * \param[in]    fontsize   to print index of each pair of images.  Valid set
+ *                          is {4,6,8,10,12,14,16,18,20}.  Use 0 to disable.
+ * \param[in]    fileout    output pdf file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This takes two pixa and renders them interleaved, side-by-side
+ *          in a pdf.  A warning is issued if the input pixa arrays
+ *          have different lengths.
+ *      (2) %nx and %ny specify how many side-by-side pairs are displayed
+ *          on each pdf page.  For example, if %nx = 1 and %ny = 2, then
+ *          two pairs are shown, one above the other, on each page.
+ *      (3) The input pix are scaled to a target width of %tw, and
+ *          then paired with optional %spacing between and optional
+ *          black border of width %border.
+ *      (4) After a pixa is generated of these tiled images, it is
+ *          written to %fileout as a pdf.
+ *      (5) Typical numbers for the input parameters are:
+ *            %nx = small integer (1 - 4)
+ *            %ny = 2 * %nx
+ *            %tw = 200 - 500 pixels
+ *            %spacing = 10
+ *            %border = 2
+ *            %fontsize = 10
+ *      (6) If %fontsize != 0, the index of the pix pair in their pixa
+ *          is printed out below each pair.
+ * 

+ */
+l_ok
+pixaCompareInPdf(PIXA        *pixa1,
+                 PIXA        *pixa2,
+                 l_int32      nx,
+                 l_int32      ny,
+                 l_int32      tw,
+                 l_int32      spacing,
+                 l_int32      border,
+                 l_int32      fontsize,
+                 const char  *fileout)
+{
+l_int32  n1, n2, npairs;
+PIXA    *pixa3, *pixa4, *pixa5;
+SARRAY  *sa;
+
+    PROCNAME("pixaCompareInPdf");
+
+    if (!pixa1 || !pixa2)
+        return ERROR_INT("pixa1 and pixa2 not both defined", procName, 1);
+    if (nx < 1 || ny < 1 || nx > 20 || ny > 20)
+        return ERROR_INT("invalid tiling factors", procName, 1);
+    if (tw < 20)
+        return ERROR_INT("invalid tw; tw must be >= 20", procName, 1);
+    if (fontsize < 0 || fontsize > 20 || fontsize & 1 || fontsize == 2)
+        return ERROR_INT("invalid fontsize", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    n1 = pixaGetCount(pixa1);
+    n2 = pixaGetCount(pixa2);
+    if (n1 == 0 || n2 == 0)
+        return ERROR_INT("at least one pixa is empty", procName, 1);
+    if (n1 != n2)
+        L_WARNING("sizes (%d, %d) differ; using the minimum in interleave\n",
+                  procName, n1, n2);
+
+        /* Interleave the input pixa */
+    if ((pixa3 = pixaInterleave(pixa1, pixa2, L_CLONE)) == NULL)
+        return ERROR_INT("pixa3 not made", procName, 1);
+
+        /* Scale the images if necessary and pair them up side/by/side */
+    pixa4 = pixaConvertToNUpPixa(pixa3, NULL, 2, 1, tw, spacing, border, 0);
+    pixaDestroy(&pixa3);
+
+        /* Label the pairs and mosaic into pages without further scaling */
+    npairs = pixaGetCount(pixa4);
+    sa = (fontsize > 0) ? sarrayGenerateIntegers(npairs) : NULL;
+    pixa5 = pixaConvertToNUpPixa(pixa4, sa, nx, ny,
+                                 2 * tw + 4 * border + spacing,
+                                 spacing, border, fontsize);
+    pixaDestroy(&pixa4);
+    sarrayDestroy(&sa);
+
+        /* Output as pdf without scaling */
+    pixaConvertToPdf(pixa5, 0, 1.0, 0, 0, NULL, fileout);
+    pixaDestroy(&pixa5);
+    return 0;
+}
+
+
diff --git a/3rdparty/hgOCR/leptonica/pixalloc.c b/3rdparty/hgOCR/leptonica/pixalloc.c
new file mode 100644
index 00000000..771dfd61
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixalloc.c
@@ -0,0 +1,532 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pixalloc.c
+ * 
+ *
+ *      Custom memory storage with allocator and deallocator
+ *
+ *          l_int32       pmsCreate()
+ *          void          pmsDestroy()
+ *          void         *pmsCustomAlloc()
+ *          void          pmsCustomDealloc()
+ *          void         *pmsGetAlloc()
+ *          l_int32       pmsGetLevelForAlloc()
+ *          l_int32       pmsGetLevelForDealloc()
+ *          void          pmsLogInfo()
+ * 

+ */
+
+#include "allheaders.h"
+
+/*-------------------------------------------------------------------------*
+ *                          Pix Memory Storage                             *
+ *                                                                         *
+ *  This is a simple utility for handling pix memory storage.  It is       *
+ *  enabled by setting the PixMemoryManager allocators to the functions    *
+ *  that are defined here                                                  *
+ *        pmsCustomAlloc()                                                 *
+ *        pmsCustomDealloc()                                               *
+ *  Use pmsCreate() at the beginning to do the pre-allocation, and         *
+ *  pmsDestroy() at the end to clean it up.                                *
+ *-------------------------------------------------------------------------*/
+/*
+ *  In the following, the "memory" refers to the image data
+ *  field that is used within the pix.  The memory store is a
+ *  continuous block of memory, that is logically divided into
+ *  smaller "chunks" starting with a set at a minimum size, and
+ *  followed by sets of increasing size that are a power of 2 larger
+ *  than the minimum size.  You must specify the number of chunks
+ *  of each size.
+ *
+ *  A requested data chunk, if it exists, is borrowed from the memory
+ *  storage, and returned after use.  If the chunk is too small, or
+ *  too large, or if all chunks in the appropriate size range are
+ *  in use, the memory is allocated dynamically and freed after use.
+ *
+ *  There are four parameters that determine the use of pre-allocated memory:
+ *
+ *    minsize: any requested chunk smaller than this is allocated
+ *             dynamically and destroyed after use.  No preallocated
+ *             memory is used.
+ *    smallest: the size of the smallest pre-allocated memory chunk.
+ *    nlevels:  the number of different sizes of data chunks, each a
+ *              power of 2 larger than 'smallest'.
+ *    numalloc: a Numa of size 'nlevels' containing the number of data
+ *              chunks for each size that are in the memory store.
+ *
+ *  As an example, suppose:
+ *    minsize = 0.5MB
+ *    smallest = 1.0MB
+ *    nlevels = 4
+ *    numalloc = {10, 5, 5, 5}
+ *  Then the total amount of allocated memory (in MB) is
+ *    10 * 1 + 5 * 2 + 5 * 4 + 5 * 8 = 80 MB
+ *  Any pix requiring less than 0.5 MB or more than 8 MB of memory will
+ *  not come from the memory store.  Instead, it will be dynamically
+ *  allocated and freed after use.
+ *
+ *  How is this implemented?
+ *
+ *  At setup, the full data block size is computed and allocated.
+ *  The addresses of the individual chunks are found, and the pointers
+ *  are stored in a set of Ptra (generic pointer arrays), using one Ptra
+ *  for each of the sizes of the chunks.  When returning a chunk after
+ *  use, it is necessary to determine from the address which size level
+ *  (ptra) the chunk belongs to.  This is done by comparing the address
+ *  of the associated chunk.
+ *
+ *  In the event that memory chunks need to be dynamically allocated,
+ *  either (1) because they are too small or too large for the memory
+ *  store or (2) because all the pix of that size (i.e., in the
+ *  appropriate level) in the memory store are in use, the
+ *  addresses generated will be outside the pre-allocated block.
+ *  After use they won't be returned to a ptra; instead the deallocator
+ *  will free them.
+ */
+
+/*! Pix memory storage */
+struct PixMemoryStore
+{
+    struct L_Ptraa  *paa;        /*!< Holds ptrs to allocated memory        */
+    size_t           minsize;    /*!< Pix smaller than this (in bytes)      */
+                                 /*!< are allocated dynamically             */
+    size_t           smallest;   /*!< Smallest mem (in bytes) alloc'd       */
+    size_t           largest;    /*!< Larest mem (in bytes) alloc'd         */
+    size_t           nbytes;     /*!< Size of allocated block w/ all chunks */
+    l_int32          nlevels;    /*!< Num of power-of-2 sizes pre-alloc'd   */
+    size_t          *sizes;      /*!< Mem sizes at each power-of-2 level    */
+    l_int32         *allocarray; /*!< Number of mem alloc'd at each size    */
+    l_uint32        *baseptr;    /*!< ptr to allocated array                */
+    l_uint32        *maxptr;     /*!< ptr just beyond allocated memory      */
+    l_uint32       **firstptr;   /*!< array of ptrs to first chunk in size  */
+    l_int32         *memused;    /*!< log: total # of pix used (by level)   */
+    l_int32         *meminuse;   /*!< log: # of pix in use (by level)       */
+    l_int32         *memmax;     /*!< log: max # of pix in use (by level)   */
+    l_int32         *memempty;   /*!< log: # of pix alloc'd because         */
+                                 /*!<      the store was empty (by level)   */
+    char            *logfile;    /*!< log: set to null if no logging        */
+};
+typedef struct PixMemoryStore   L_PIX_MEM_STORE;
+
+static L_PIX_MEM_STORE  *CustomPMS = NULL;
+
+
+/*!
+ * \brief   pmsCreate()
+ *
+ * \param[in]    minsize    of data chunk that can be supplied by pms
+ * \param[in]    smallest   bytes of the smallest pre-allocated data chunk.
+ * \param[in]    numalloc   array with the number of data chunks for each
+ *                          size that are in the memory store
+ * \param[in]    logfile    use for debugging; null otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes the size of the block of memory required
+ *          and allocates it.  Each chunk starts on a 32-bit word boundary.
+ *          The chunk sizes are in powers of 2, starting at %smallest,
+ *          and the number of levels and chunks at each level is
+ *          specified by %numalloc.
+ *      (2) This is intended to manage the image data for a small number
+ *          of relatively large pix.  The system malloc is expected to
+ *          handle very large numbers of small chunks efficiently.
+ *      (3) Important: set the allocators and call this function
+ *          before any pix have been allocated.  Destroy all the pix
+ *          in the normal way before calling pmsDestroy().
+ *      (4) The pms struct is stored in a static global, so this function
+ *          is not thread-safe.  When used, there must be only one thread
+ *          per process.
+ * 

+ */
+l_ok
+pmsCreate(size_t       minsize,
+          size_t       smallest,
+          NUMA        *numalloc,
+          const char  *logfile)
+{
+l_int32           nlevels, i, j, nbytes;
+l_int32          *alloca;
+l_float32         nchunks;
+l_uint32         *baseptr, *data;
+l_uint32        **firstptr;
+size_t           *sizes;
+L_PIX_MEM_STORE  *pms;
+L_PTRA           *pa;
+L_PTRAA          *paa;
+
+    PROCNAME("createPMS");
+
+    if (!numalloc)
+        return ERROR_INT("numalloc not defined", procName, 1);
+    numaGetSum(numalloc, &nchunks);
+    if (nchunks > 1000.0)
+        L_WARNING("There are %.0f chunks\n", procName, nchunks);
+
+    pms = (L_PIX_MEM_STORE *)LEPT_CALLOC(1, sizeof(L_PIX_MEM_STORE));
+    CustomPMS = pms;
+
+        /* Make sure that minsize and smallest are multiples of 32 bit words */
+    if (minsize % 4 != 0)
+        minsize -= minsize % 4;
+    pms->minsize = minsize;
+    nlevels = numaGetCount(numalloc);
+    pms->nlevels = nlevels;
+
+    if ((sizes = (size_t *)LEPT_CALLOC(nlevels, sizeof(size_t))) == NULL)
+        return ERROR_INT("sizes not made", procName, 1);
+    pms->sizes = sizes;
+    if (smallest % 4 != 0)
+        smallest += 4 - (smallest % 4);
+    pms->smallest = smallest;
+    for (i = 0; i < nlevels; i++)
+        sizes[i] = smallest * (1 << i);
+    pms->largest = sizes[nlevels - 1];
+
+    alloca = numaGetIArray(numalloc);
+    pms->allocarray = alloca;
+    if ((paa = ptraaCreate(nlevels)) == NULL)
+        return ERROR_INT("paa not made", procName, 1);
+    pms->paa = paa;
+
+    for (i = 0, nbytes = 0; i < nlevels; i++)
+        nbytes += alloca[i] * sizes[i];
+    pms->nbytes = nbytes;
+
+    if ((baseptr = (l_uint32 *)LEPT_CALLOC(nbytes / 4, sizeof(l_uint32)))
+        == NULL)
+        return ERROR_INT("calloc fail for baseptr", procName, 1);
+    pms->baseptr = baseptr;
+    pms->maxptr = baseptr + nbytes / 4;  /* just beyond the memory store */
+    if ((firstptr = (l_uint32 **)LEPT_CALLOC(nlevels, sizeof(l_uint32 *)))
+        == NULL)
+        return ERROR_INT("calloc fail for firstptr", procName, 1);
+    pms->firstptr = firstptr;
+
+    data = baseptr;
+    for (i = 0; i < nlevels; i++) {
+        if ((pa = ptraCreate(alloca[i])) == NULL)
+            return ERROR_INT("pa not made", procName, 1);
+        ptraaInsertPtra(paa, i, pa);
+        firstptr[i] = data;
+        for (j = 0; j < alloca[i]; j++) {
+            ptraAdd(pa, data);
+            data += sizes[i] / 4;
+        }
+    }
+
+    if (logfile) {
+        pms->memused = (l_int32 *)LEPT_CALLOC(nlevels, sizeof(l_int32));
+        pms->meminuse = (l_int32 *)LEPT_CALLOC(nlevels, sizeof(l_int32));
+        pms->memmax = (l_int32 *)LEPT_CALLOC(nlevels, sizeof(l_int32));
+        pms->memempty = (l_int32 *)LEPT_CALLOC(nlevels, sizeof(l_int32));
+        pms->logfile = stringNew(logfile);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pmsDestroy()
+ *
+ * 
+ * Notes:
+ *      (1) Important: call this function at the end of the program, after
+ *          the last pix has been destroyed.
+ * 

+ */
+void
+pmsDestroy()
+{
+L_PIX_MEM_STORE  *pms;
+
+    if ((pms = CustomPMS) == NULL)
+        return;
+
+    ptraaDestroy(&pms->paa, FALSE, FALSE);  /* don't touch the ptrs */
+    LEPT_FREE(pms->baseptr);  /* free the memory */
+
+    if (pms->logfile) {
+        pmsLogInfo();
+        LEPT_FREE(pms->logfile);
+        LEPT_FREE(pms->memused);
+        LEPT_FREE(pms->meminuse);
+        LEPT_FREE(pms->memmax);
+        LEPT_FREE(pms->memempty);
+    }
+
+    LEPT_FREE(pms->sizes);
+    LEPT_FREE(pms->allocarray);
+    LEPT_FREE(pms->firstptr);
+    LEPT_FREE(pms);
+    CustomPMS = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   pmsCustomAlloc()
+ *
+ * \param[in]   nbytes    min number of bytes in the chunk to be retrieved
+ * \return  data ptr to chunk
+ *
+ * 
+ * Notes:
+ *      (1) This attempts to find a suitable pre-allocated chunk.
+ *          If not found, it dynamically allocates the chunk.
+ *      (2) If logging is turned on, the allocations that are not taken
+ *          from the memory store, and are at least as large as the
+ *          minimum size the store can handle, are logged to file.
+ * 

+ */
+void *
+pmsCustomAlloc(size_t  nbytes)
+{
+l_int32           level;
+void             *data;
+L_PIX_MEM_STORE  *pms;
+L_PTRA           *pa;
+
+    PROCNAME("pmsCustomAlloc");
+
+    if ((pms = CustomPMS) == NULL)
+        return (void *)ERROR_PTR("pms not defined", procName, NULL);
+
+    pmsGetLevelForAlloc(nbytes, &level);
+
+    if (level < 0) {  /* size range invalid; must alloc */
+        if ((data = pmsGetAlloc(nbytes)) == NULL)
+            return (void *)ERROR_PTR("data not made", procName, NULL);
+    } else {  /* get from store */
+        pa = ptraaGetPtra(pms->paa, level, L_HANDLE_ONLY);
+        data = ptraRemoveLast(pa);
+        if (data && pms->logfile) {
+            pms->memused[level]++;
+            pms->meminuse[level]++;
+            if (pms->meminuse[level] > pms->memmax[level])
+                pms->memmax[level]++;
+        }
+        if (!data) {  /* none left at this level */
+            data = pmsGetAlloc(nbytes);
+            if (pms->logfile)
+                pms->memempty[level]++;
+        }
+    }
+
+    return data;
+}
+
+
+/*!
+ * \brief   pmsCustomDealloc()
+ *
+ * \param[in]   data    to be freed or returned to the storage
+ * \return  void
+ */
+void
+pmsCustomDealloc(void  *data)
+{
+l_int32           level;
+L_PIX_MEM_STORE  *pms;
+L_PTRA           *pa;
+
+    PROCNAME("pmsCustomDealloc");
+
+    if ((pms = CustomPMS) == NULL) {
+        L_ERROR("pms not defined\n", procName);
+        return;
+    }
+
+    if (pmsGetLevelForDealloc(data, &level) == 1) {
+        L_ERROR("level not found\n", procName);
+        return;
+    }
+
+    if (level < 0) {  /* no logging; just free the data */
+        LEPT_FREE(data);
+    } else {  /* return the data to the store */
+        pa = ptraaGetPtra(pms->paa, level, L_HANDLE_ONLY);
+        ptraAdd(pa, data);
+        if (pms->logfile)
+            pms->meminuse[level]--;
+    }
+
+    return;
+}
+
+
+/*!
+ * \brief   pmsGetAlloc()
+ *
+ * \param[in]    nbytes
+ * \return  data
+ *
+ * 
+ * Notes:
+ *      (1) This is called when a request for pix data cannot be
+ *          obtained from the preallocated memory store.  After use it
+ *          is freed like normal memory.
+ *      (2) If logging is on, only write out allocs that are as large as
+ *          the minimum size handled by the memory store.
+ *      (3) size_t is %lu on 64 bit platforms and %u on 32 bit platforms.
+ *          The C99 platform-independent format specifier for size_t is %zu.
+ *          Windows since at least VC-2015 is conforming; we can now use %zu.
+ * 

+ */
+void *
+pmsGetAlloc(size_t  nbytes)
+{
+void             *data;
+FILE             *fp;
+L_PIX_MEM_STORE  *pms;
+
+    PROCNAME("pmsGetAlloc");
+
+    if ((pms = CustomPMS) == NULL)
+        return (void *)ERROR_PTR("pms not defined", procName, NULL);
+
+    if ((data = (void *)LEPT_CALLOC(nbytes, sizeof(char))) == NULL)
+        return (void *)ERROR_PTR("data not made", procName, NULL);
+    if (pms->logfile && nbytes >= pms->smallest) {
+        fp = fopenWriteStream(pms->logfile, "a");
+        fprintf(fp, "Alloc %zu bytes at %p\n", nbytes, data);
+        fclose(fp);
+    }
+
+    return data;
+}
+
+
+/*!
+ * \brief   pmsGetLevelForAlloc()
+ *
+ * \param[in]   nbytes min number of bytes in the chunk to be retrieved
+ * \param[out]  plevel  -1 if either too small or too large
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pmsGetLevelForAlloc(size_t    nbytes,
+                    l_int32  *plevel)
+{
+l_int32           i;
+l_float64         ratio;
+L_PIX_MEM_STORE  *pms;
+
+    PROCNAME("pmsGetLevelForAlloc");
+
+    if (!plevel)
+        return ERROR_INT("&level not defined", procName, 1);
+    *plevel = -1;
+    if ((pms = CustomPMS) == NULL)
+        return ERROR_INT("pms not defined", procName, 1);
+
+    if (nbytes < pms->minsize || nbytes > pms->largest)
+        return 0;   /*  -1  */
+
+    ratio = (l_float64)nbytes / (l_float64)(pms->smallest);
+    for (i = 0; i < pms->nlevels; i++) {
+        if (ratio <= 1.0)
+            break;
+        ratio /= 2.0;
+    }
+    *plevel = i;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pmsGetLevelForDealloc()
+ *
+ * \param[in]   data ptr to memory chunk
+ * \param[out]  plevel level in memory store; -1 if allocated
+ *                     outside the store
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pmsGetLevelForDealloc(void     *data,
+                      l_int32  *plevel)
+{
+l_int32           i;
+l_uint32         *first;
+L_PIX_MEM_STORE  *pms;
+
+    PROCNAME("pmsGetLevelForDealloc");
+
+    if (!plevel)
+        return ERROR_INT("&level not defined", procName, 1);
+    *plevel = -1;
+    if (!data)
+        return ERROR_INT("data not defined", procName, 1);
+    if ((pms = CustomPMS) == NULL)
+        return ERROR_INT("pms not defined", procName, 1);
+
+    if (data < (void *)pms->baseptr || data >= (void *)pms->maxptr)
+        return 0;   /*  -1  */
+
+    for (i = 1; i < pms->nlevels; i++) {
+        first = pms->firstptr[i];
+        if (data < (void *)first)
+            break;
+    }
+    *plevel = i - 1;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pmsLogInfo()
+ */
+void
+pmsLogInfo()
+{
+l_int32           i;
+L_PIX_MEM_STORE  *pms;
+
+    if ((pms = CustomPMS) == NULL)
+        return;
+
+    fprintf(stderr, "Total number of pix used at each level\n");
+    for (i = 0; i < pms->nlevels; i++)
+         fprintf(stderr, " Level %d (%zu bytes): %d\n", i,
+                 pms->sizes[i], pms->memused[i]);
+
+    fprintf(stderr, "Max number of pix in use at any time in each level\n");
+    for (i = 0; i < pms->nlevels; i++)
+         fprintf(stderr, " Level %d (%zu bytes): %d\n", i,
+                 pms->sizes[i], pms->memmax[i]);
+
+    fprintf(stderr, "Number of pix alloc'd because none were available\n");
+    for (i = 0; i < pms->nlevels; i++)
+         fprintf(stderr, " Level %d (%zu bytes): %d\n", i,
+                 pms->sizes[i], pms->memempty[i]);
+
+    return;
+}
diff --git a/3rdparty/hgOCR/leptonica/pixarith.c b/3rdparty/hgOCR/leptonica/pixarith.c
new file mode 100644
index 00000000..cef1cb07
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixarith.c
@@ -0,0 +1,1531 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pixarith.c
+ * 
+ *
+ *      One-image grayscale arithmetic operations (8, 16, 32 bpp)
+ *           l_int32     pixAddConstantGray()
+ *           l_int32     pixMultConstantGray()
+ *
+ *      Two-image grayscale arithmetic operations (8, 16, 32 bpp)
+ *           PIX        *pixAddGray()
+ *           PIX        *pixSubtractGray()
+ *
+ *      Grayscale threshold operation (8, 16, 32 bpp)
+ *           PIX        *pixThresholdToValue()
+ *
+ *      Image accumulator arithmetic operations
+ *           PIX        *pixInitAccumulate()
+ *           PIX        *pixFinalAccumulate()
+ *           PIX        *pixFinalAccumulateThreshold()
+ *           l_int32     pixAccumulate()
+ *           l_int32     pixMultConstAccumulate()
+ *
+ *      Absolute value of difference
+ *           PIX        *pixAbsDifference()
+ *
+ *      Sum of color images
+ *           PIX        *pixAddRGB()
+ *
+ *      Two-image min and max operations (8 and 16 bpp)
+ *           PIX        *pixMinOrMax()
+ *
+ *      Scale pix for maximum dynamic range
+ *           PIX        *pixMaxDynamicRange()
+ *           PIX        *pixMaxDynamicRangeRGB()
+ *
+ *      RGB pixel value scaling
+ *           l_uint32    linearScaleRGBVal()
+ *           l_uint32    logScaleRGBVal()
+ *
+ *      Log base2 lookup
+ *           l_float32  *makeLogBase2Tab()
+ *           l_float32   getLogBase2()
+ *
+ *      The image accumulator operations are used when you expect
+ *      overflow from 8 bits on intermediate results.  For example,
+ *      you might want a tophat contrast operator which is
+ *         3*I - opening(I,S) - closing(I,S)
+ *      To use these operations, first use the init to generate
+ *      a 16 bpp image, use the accumulate to add or subtract 8 bpp
+ *      images from that, or the multiply constant to multiply
+ *      by a small constant (much less than 256 -- we don't want
+ *      overflow from the 16 bit images!), and when you're finished
+ *      use final to bring the result back to 8 bpp, clipped
+ *      if necessary.  There is also a divide function, which
+ *      can be used to divide one image by another, scaling the
+ *      result for maximum dynamic range, and giving back the
+ *      8 bpp result.
+ *
+ *      A simpler interface to the arithmetic operations is
+ *      provided in pixacc.c.
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+
+/*-------------------------------------------------------------*
+ *          One-image grayscale arithmetic operations          *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixAddConstantGray()
+ *
+ * \param[in]    pixs   8, 16 or 32 bpp
+ * \param[in]    val    amount to add to each pixel
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place operation.
+ *      (2) No clipping for 32 bpp.
+ *      (3) For 8 and 16 bpp, if val > 0 the result is clipped
+ *          to 0xff and 0xffff, rsp.
+ *      (4) For 8 and 16 bpp, if val < 0 the result is clipped to 0.
+ * 

+ */
+l_ok
+pixAddConstantGray(PIX      *pixs,
+                   l_int32   val)
+{
+l_int32    i, j, w, h, d, wpl, pval;
+l_uint32  *data, *line;
+
+    PROCNAME("pixAddConstantGray");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && d != 16 && d != 32)
+        return ERROR_INT("pixs not 8, 16 or 32 bpp", procName, 1);
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    for (i = 0; i < h; i++) {
+        line = data + i * wpl;
+        if (d == 8) {
+            if (val < 0) {
+                for (j = 0; j < w; j++) {
+                    pval = GET_DATA_BYTE(line, j);
+                    pval = L_MAX(0, pval + val);
+                    SET_DATA_BYTE(line, j, pval);
+                }
+            } else {  /* val >= 0 */
+                for (j = 0; j < w; j++) {
+                    pval = GET_DATA_BYTE(line, j);
+                    pval = L_MIN(255, pval + val);
+                    SET_DATA_BYTE(line, j, pval);
+                }
+            }
+        } else if (d == 16) {
+            if (val < 0) {
+                for (j = 0; j < w; j++) {
+                    pval = GET_DATA_TWO_BYTES(line, j);
+                    pval = L_MAX(0, pval + val);
+                    SET_DATA_TWO_BYTES(line, j, pval);
+                }
+            } else {  /* val >= 0 */
+                for (j = 0; j < w; j++) {
+                    pval = GET_DATA_TWO_BYTES(line, j);
+                    pval = L_MIN(0xffff, pval + val);
+                    SET_DATA_TWO_BYTES(line, j, pval);
+                }
+            }
+        } else {  /* d == 32; no check for overflow (< 0 or > 0xffffffff) */
+            for (j = 0; j < w; j++)
+                *(line + j) += val;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixMultConstantGray()
+ *
+ * \param[in]    pixs   8, 16 or 32 bpp
+ * \param[in]    val    >= 0.0; amount to multiply by each pixel
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place operation; val must be >= 0.
+ *      (2) No clipping for 32 bpp.
+ *      (3) For 8 and 16 bpp, the result is clipped to 0xff and 0xffff, rsp.
+ * 

+ */
+l_ok
+pixMultConstantGray(PIX       *pixs,
+                    l_float32  val)
+{
+l_int32    i, j, w, h, d, wpl, pval;
+l_uint32   upval;
+l_uint32  *data, *line;
+
+    PROCNAME("pixMultConstantGray");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && d != 16 && d != 32)
+        return ERROR_INT("pixs not 8, 16 or 32 bpp", procName, 1);
+    if (val < 0.0)
+        return ERROR_INT("val < 0.0", procName, 1);
+
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    for (i = 0; i < h; i++) {
+        line = data + i * wpl;
+        if (d == 8) {
+            for (j = 0; j < w; j++) {
+                pval = GET_DATA_BYTE(line, j);
+                pval = (l_int32)(val * pval);
+                pval = L_MIN(255, pval);
+                SET_DATA_BYTE(line, j, pval);
+            }
+        } else if (d == 16) {
+            for (j = 0; j < w; j++) {
+                pval = GET_DATA_TWO_BYTES(line, j);
+                pval = (l_int32)(val * pval);
+                pval = L_MIN(0xffff, pval);
+                SET_DATA_TWO_BYTES(line, j, pval);
+            }
+        } else {  /* d == 32; no clipping */
+            for (j = 0; j < w; j++) {
+                upval = *(line + j);
+                upval = (l_uint32)(val * upval);
+                *(line + j) = upval;
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *             Two-image grayscale arithmetic ops              *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixAddGray()
+ *
+ * \param[in]    pixd    [optional]; this can be null, equal to pixs1, or
+ *                       different from pixs1
+ * \param[in]    pixs1   can be equal to pixd
+ * \param[in]    pixs2
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) Arithmetic addition of two 8, 16 or 32 bpp images.
+ *      (2) For 8 and 16 bpp, we do explicit clipping to 0xff and 0xffff,
+ *          respectively.
+ *      (3) Alignment is to UL corner.
+ *      (4) There are 3 cases.  The result can go to a new dest,
+ *          in-place to pixs1, or to an existing input dest:
+ *          * pixd == null:   (src1 + src2) --> new pixd
+ *          * pixd == pixs1:  (src1 + src2) --> src1  (in-place)
+ *          * pixd != pixs1:  (src1 + src2) --> input pixd
+ *      (5) pixs2 must be different from both pixd and pixs1.
+ * 

+ */
+PIX *
+pixAddGray(PIX  *pixd,
+           PIX  *pixs1,
+           PIX  *pixs2)
+{
+l_int32    i, j, d, ws, hs, w, h, wpls, wpld, val, sum;
+l_uint32  *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixAddGray");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd);
+    if (pixs2 == pixs1)
+        return (PIX *)ERROR_PTR("pixs2 and pixs1 must differ", procName, pixd);
+    if (pixs2 == pixd)
+        return (PIX *)ERROR_PTR("pixs2 and pixd must differ", procName, pixd);
+    d = pixGetDepth(pixs1);
+    if (d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pix are not 8, 16 or 32 bpp", procName, pixd);
+    if (pixGetDepth(pixs2) != d)
+        return (PIX *)ERROR_PTR("depths differ (pixs1, pixs2)", procName, pixd);
+    if (pixd && (pixGetDepth(pixd) != d))
+        return (PIX *)ERROR_PTR("depths differ (pixs1, pixd)", procName, pixd);
+
+    if (!pixSizesEqual(pixs1, pixs2))
+        L_WARNING("pixs1 and pixs2 not equal in size\n", procName);
+    if (pixd && !pixSizesEqual(pixs1, pixd))
+        L_WARNING("pixs1 and pixd not equal in size\n", procName);
+
+    if (pixs1 != pixd)
+        pixd = pixCopy(pixd, pixs1);
+
+        /* pixd + pixs2 ==> pixd  */
+    datas = pixGetData(pixs2);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs2);
+    wpld = pixGetWpl(pixd);
+    pixGetDimensions(pixs2, &ws, &hs, NULL);
+    pixGetDimensions(pixd, &w, &h, NULL);
+    w = L_MIN(ws, w);
+    h = L_MIN(hs, h);
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        lines = datas + i * wpls;
+        if (d == 8) {
+            for (j = 0; j < w; j++) {
+                sum = GET_DATA_BYTE(lines, j) + GET_DATA_BYTE(lined, j);
+                val = L_MIN(sum, 255);
+                SET_DATA_BYTE(lined, j, val);
+            }
+        } else if (d == 16) {
+            for (j = 0; j < w; j++) {
+                sum = GET_DATA_TWO_BYTES(lines, j)
+                    + GET_DATA_TWO_BYTES(lined, j);
+                val = L_MIN(sum, 0xffff);
+                SET_DATA_TWO_BYTES(lined, j, val);
+            }
+        } else {   /* d == 32; no clipping */
+            for (j = 0; j < w; j++)
+                *(lined + j) += *(lines + j);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixSubtractGray()
+ *
+ * \param[in]    pixd     [optional]; this can be null, equal to pixs1, or
+ *                        different from pixs1
+ * \param[in]    pixs1    can be equal to pixd
+ * \param[in]    pixs2
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) Arithmetic subtraction of two 8, 16 or 32 bpp images.
+ *      (2) Source pixs2 is always subtracted from source pixs1.
+ *      (3) Do explicit clipping to 0.
+ *      (4) Alignment is to UL corner.
+ *      (5) There are 3 cases.  The result can go to a new dest,
+ *          in-place to pixs1, or to an existing input dest:
+ *          (a) pixd == null   (src1 - src2) --> new pixd
+ *          (b) pixd == pixs1  (src1 - src2) --> src1  (in-place)
+ *          (d) pixd != pixs1  (src1 - src2) --> input pixd
+ *      (6) pixs2 must be different from both pixd and pixs1.
+ * 

+ */
+PIX *
+pixSubtractGray(PIX  *pixd,
+                PIX  *pixs1,
+                PIX  *pixs2)
+{
+l_int32    i, j, w, h, ws, hs, d, wpls, wpld, val, diff;
+l_uint32  *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixSubtractGray");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd);
+    if (pixs2 == pixs1)
+        return (PIX *)ERROR_PTR("pixs2 and pixs1 must differ", procName, pixd);
+    if (pixs2 == pixd)
+        return (PIX *)ERROR_PTR("pixs2 and pixd must differ", procName, pixd);
+    d = pixGetDepth(pixs1);
+    if (d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pix are not 8, 16 or 32 bpp", procName, pixd);
+    if (pixGetDepth(pixs2) != d)
+        return (PIX *)ERROR_PTR("depths differ (pixs1, pixs2)", procName, pixd);
+    if (pixd && (pixGetDepth(pixd) != d))
+        return (PIX *)ERROR_PTR("depths differ (pixs1, pixd)", procName, pixd);
+
+    if (!pixSizesEqual(pixs1, pixs2))
+        L_WARNING("pixs1 and pixs2 not equal in size\n", procName);
+    if (pixd && !pixSizesEqual(pixs1, pixd))
+        L_WARNING("pixs1 and pixd not equal in size\n", procName);
+
+    if (pixs1 != pixd)
+        pixd = pixCopy(pixd, pixs1);
+
+        /* pixd - pixs2 ==> pixd  */
+    datas = pixGetData(pixs2);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs2);
+    wpld = pixGetWpl(pixd);
+    pixGetDimensions(pixs2, &ws, &hs, NULL);
+    pixGetDimensions(pixd, &w, &h, NULL);
+    w = L_MIN(ws, w);
+    h = L_MIN(hs, h);
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        lines = datas + i * wpls;
+        if (d == 8) {
+            for (j = 0; j < w; j++) {
+                diff = GET_DATA_BYTE(lined, j) - GET_DATA_BYTE(lines, j);
+                val = L_MAX(diff, 0);
+                SET_DATA_BYTE(lined, j, val);
+            }
+        } else if (d == 16) {
+            for (j = 0; j < w; j++) {
+                diff = GET_DATA_TWO_BYTES(lined, j)
+                       - GET_DATA_TWO_BYTES(lines, j);
+                val = L_MAX(diff, 0);
+                SET_DATA_TWO_BYTES(lined, j, val);
+            }
+        } else {  /* d == 32; no clipping */
+            for (j = 0; j < w; j++)
+                *(lined + j) -= *(lines + j);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *                Grayscale threshold operation                *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixThresholdToValue()
+ *
+ * \param[in]    pixd       [optional]; if not null, must be equal to pixs
+ * \param[in]    pixs       8, 16, 32 bpp
+ * \param[in]    threshval
+ * \param[in]    setval
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *    ~ operation can be in-place (pixs == pixd) or to a new pixd
+ *    ~ if %setval > %threshval, sets pixels with a value >= threshval to setval
+ *    ~ if %setval < %threshval, sets pixels with a value <= threshval to setval
+ *    ~ if %setval == %threshval, no-op
+ * 

+ */
+PIX *
+pixThresholdToValue(PIX      *pixd,
+                    PIX      *pixs,
+                    l_int32   threshval,
+                    l_int32   setval)
+{
+l_int32    i, j, w, h, d, wpld, setabove;
+l_uint32  *datad, *lined;
+
+    PROCNAME("pixThresholdToValue");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 8, 16 or 32 bpp", procName, pixd);
+    if (pixd && (pixs != pixd))
+        return (PIX *)ERROR_PTR("pixd exists and is not pixs", procName, pixd);
+    if (threshval < 0 || setval < 0)
+        return (PIX *)ERROR_PTR("threshval & setval not < 0", procName, pixd);
+    if (d == 8 && setval > 255)
+        return (PIX *)ERROR_PTR("setval > 255 for 8 bpp", procName, pixd);
+    if (d == 16 && setval > 0xffff)
+        return (PIX *)ERROR_PTR("setval > 0xffff for 16 bpp", procName, pixd);
+
+    if (!pixd)
+        pixd = pixCopy(NULL, pixs);
+    if (setval == threshval) {
+        L_WARNING("setval == threshval; no operation\n", procName);
+        return pixd;
+    }
+
+    datad = pixGetData(pixd);
+    pixGetDimensions(pixd, &w, &h, NULL);
+    wpld = pixGetWpl(pixd);
+    if (setval > threshval)
+        setabove = TRUE;
+    else
+        setabove = FALSE;
+
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        if (setabove == TRUE) {
+            if (d == 8) {
+                for (j = 0; j < w; j++) {
+                    if (GET_DATA_BYTE(lined, j) - threshval >= 0)
+                        SET_DATA_BYTE(lined, j, setval);
+                }
+            } else if (d == 16) {
+                for (j = 0; j < w; j++) {
+                    if (GET_DATA_TWO_BYTES(lined, j) - threshval >= 0)
+                        SET_DATA_TWO_BYTES(lined, j, setval);
+                }
+            } else {  /* d == 32 */
+                for (j = 0; j < w; j++) {
+                    if (*(lined + j) >= threshval)
+                        *(lined + j) = setval;
+                }
+            }
+        } else { /* set if below or at threshold */
+            if (d == 8) {
+                for (j = 0; j < w; j++) {
+                    if (GET_DATA_BYTE(lined, j) - threshval <= 0)
+                        SET_DATA_BYTE(lined, j, setval);
+                }
+            } else if (d == 16) {
+                for (j = 0; j < w; j++) {
+                    if (GET_DATA_TWO_BYTES(lined, j) - threshval <= 0)
+                        SET_DATA_TWO_BYTES(lined, j, setval);
+                }
+            } else {  /* d == 32 */
+                for (j = 0; j < w; j++) {
+                    if (*(lined + j) <= threshval)
+                        *(lined + j) = setval;
+                }
+            }
+        }
+    }
+
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *            Image accumulator arithmetic operations          *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixInitAccumulate()
+ *
+ * \param[in]    w, h      of accumulate array
+ * \param[in]    offset    initialize the 32 bpp to have this
+ *                         value; not more than 0x40000000
+ * \return  pixd   32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) %offset must be >= 0.
+ *      (2) %offset is used so that we can do arithmetic
+ *          with negative number results on l_uint32 data; it
+ *          prevents the l_uint32 data from going negative.
+ *      (3) Because we use l_int32 intermediate data results,
+ *          these should never exceed the max of l_int32 (0x7fffffff).
+ *          We do not permit the offset to be above 0x40000000,
+ *          which is half way between 0 and the max of l_int32.
+ *      (4) The same offset should be used for initialization,
+ *          multiplication by a constant, and final extraction!
+ *      (5) If you're only adding positive values, %offset can be 0.
+ * 

+ */
+PIX *
+pixInitAccumulate(l_int32   w,
+                  l_int32   h,
+                  l_uint32  offset)
+{
+PIX  *pixd;
+
+    PROCNAME("pixInitAccumulate");
+
+    if ((pixd = pixCreate(w, h, 32)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    if (offset > 0x40000000)
+        offset = 0x40000000;
+    pixSetAllArbitrary(pixd, offset);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixFinalAccumulate()
+ *
+ * \param[in]    pixs     32 bpp
+ * \param[in]    offset   same as used for initialization
+ * \param[in]    depth    8, 16 or 32 bpp, of destination
+ * \return  pixd   8, 16 or 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) %offset must be >= 0 and should not exceed 0x40000000.
+ *      (2) %offset is subtracted from the src 32 bpp image
+ *      (3) For 8 bpp dest, the result is clipped to [0, 0xff]
+ *      (4) For 16 bpp dest, the result is clipped to [0, 0xffff]
+ * 

+ */
+PIX *
+pixFinalAccumulate(PIX      *pixs,
+                   l_uint32  offset,
+                   l_int32   depth)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixFinalAccumulate");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (depth != 8 && depth != 16 && depth != 32)
+        return (PIX *)ERROR_PTR("dest depth not 8, 16, 32 bpp", procName, NULL);
+    if (offset > 0x40000000)
+        offset = 0x40000000;
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, depth)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);  /* but how did pixs get it initially? */
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    if (depth == 8) {
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                val = lines[j] - offset;
+                val = L_MAX(0, val);
+                val = L_MIN(255, val);
+                SET_DATA_BYTE(lined, j, (l_uint8)val);
+            }
+        }
+    } else if (depth == 16) {
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                val = lines[j] - offset;
+                val = L_MAX(0, val);
+                val = L_MIN(0xffff, val);
+                SET_DATA_TWO_BYTES(lined, j, (l_uint16)val);
+            }
+        }
+    } else {  /* depth == 32 */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++)
+                lined[j] = lines[j] - offset;
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixFinalAccumulateThreshold()
+ *
+ * \param[in]    pixs        32 bpp
+ * \param[in]    offset      same as used for initialization
+ * \param[in]    threshold   values less than this are set in the destination
+ * \return  pixd   1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) %offset must be >= 0 and should not exceed 0x40000000.
+ *      (2) %offset is subtracted from the src 32 bpp image
+ * 

+ */
+PIX *
+pixFinalAccumulateThreshold(PIX      *pixs,
+                            l_uint32  offset,
+                            l_uint32  threshold)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixFinalAccumulateThreshold");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (offset > 0x40000000)
+        offset = 0x40000000;
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);  /* but how did pixs get it initially? */
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = lines[j] - offset;
+            if (val >= threshold) {
+                SET_DATA_BIT(lined, j);
+            }
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixAccumulate()
+ *
+ * \param[in]    pixd    32 bpp
+ * \param[in]    pixs    1, 8, 16 or 32 bpp
+ * \param[in]    op      L_ARITH_ADD or L_ARITH_SUBTRACT
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This adds or subtracts each pixs value from pixd.
+ *      (2) This clips to the minimum of pixs and pixd, so they
+ *          do not need to be the same size.
+ *      (3) The alignment is to the origin [UL corner] of pixs & pixd.
+ * 

+ */
+l_ok
+pixAccumulate(PIX     *pixd,
+              PIX     *pixs,
+              l_int32  op)
+{
+l_int32    i, j, w, h, d, wd, hd, wpls, wpld;
+l_uint32  *datas, *datad, *lines, *lined;
+
+
+    PROCNAME("pixAccumulate");
+
+    if (!pixd || (pixGetDepth(pixd) != 32))
+        return ERROR_INT("pixd not defined or not 32 bpp", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 8 && d != 16 && d != 32)
+        return ERROR_INT("pixs not 1, 8, 16 or 32 bpp", procName, 1);
+    if (op != L_ARITH_ADD && op != L_ARITH_SUBTRACT)
+        return ERROR_INT("op must be in {L_ARITH_ADD, L_ARITH_SUBTRACT}",
+                         procName, 1);
+
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixGetDimensions(pixd, &wd, &hd, NULL);
+    w = L_MIN(w, wd);
+    h = L_MIN(h, hd);
+    if (d == 1) {
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            if (op == L_ARITH_ADD) {
+                for (j = 0; j < w; j++)
+                    lined[j] += GET_DATA_BIT(lines, j);
+            } else {  /* op == L_ARITH_SUBTRACT */
+                for (j = 0; j < w; j++)
+                    lined[j] -= GET_DATA_BIT(lines, j);
+            }
+        }
+    } else if (d == 8) {
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            if (op == L_ARITH_ADD) {
+                for (j = 0; j < w; j++)
+                    lined[j] += GET_DATA_BYTE(lines, j);
+            } else {  /* op == L_ARITH_SUBTRACT */
+                for (j = 0; j < w; j++)
+                    lined[j] -= GET_DATA_BYTE(lines, j);
+            }
+        }
+    } else if (d == 16) {
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            if (op == L_ARITH_ADD) {
+                for (j = 0; j < w; j++)
+                    lined[j] += GET_DATA_TWO_BYTES(lines, j);
+            } else {  /* op == L_ARITH_SUBTRACT */
+                for (j = 0; j < w; j++)
+                    lined[j] -= GET_DATA_TWO_BYTES(lines, j);
+            }
+        }
+    } else {  /* d == 32 */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            if (op == L_ARITH_ADD) {
+                for (j = 0; j < w; j++)
+                    lined[j] += lines[j];
+            } else {  /* op == L_ARITH_SUBTRACT */
+                for (j = 0; j < w; j++)
+                    lined[j] -= lines[j];
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixMultConstAccumulate()
+ *
+ * \param[in]    pixs      32 bpp
+ * \param[in]    factor
+ * \param[in]    offset    same as used for initialization
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) %offset must be >= 0 and should not exceed 0x40000000.
+ *      (2) This multiplies each pixel, relative to offset, by %factor.
+ *      (3) The result is returned with %offset back in place.
+ * 

+ */
+l_ok
+pixMultConstAccumulate(PIX       *pixs,
+                       l_float32  factor,
+                       l_uint32   offset)
+{
+l_int32    i, j, w, h, wpl, val;
+l_uint32  *data, *line;
+
+    PROCNAME("pixMultConstAccumulate");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not 32 bpp", procName, 1);
+    if (offset > 0x40000000)
+        offset = 0x40000000;
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    for (i = 0; i < h; i++) {
+        line = data + i * wpl;
+        for (j = 0; j < w; j++) {
+            val = line[j] - offset;
+            val = (l_int32)(val * factor);
+            val += offset;
+            line[j] = (l_uint32)val;
+        }
+    }
+
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                      Absolute value of difference                     *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixAbsDifference()
+ *
+ * \param[in]    pixs1, pixs2    both either 8 or 16 bpp gray, or 32 bpp RGB
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The depth of pixs1 and pixs2 must be equal.
+ *      (2) Clips computation to the min size, aligning the UL corners
+ *      (3) For 8 and 16 bpp, assumes one gray component.
+ *      (4) For 32 bpp, assumes 3 color components, and ignores the
+ *          LSB of each word (the alpha channel)
+ *      (5) Computes the absolute value of the difference between
+ *          each component value.
+ * 

+ */
+PIX *
+pixAbsDifference(PIX  *pixs1,
+                 PIX  *pixs2)
+{
+l_int32    i, j, w, h, w2, h2, d, wpls1, wpls2, wpld, val1, val2, diff;
+l_int32    rval1, gval1, bval1, rval2, gval2, bval2, rdiff, gdiff, bdiff;
+l_uint32  *datas1, *datas2, *datad, *lines1, *lines2, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixAbsDifference");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, NULL);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, NULL);
+    d = pixGetDepth(pixs1);
+    if (d != pixGetDepth(pixs2))
+        return (PIX *)ERROR_PTR("src1 and src2 depths unequal", procName, NULL);
+    if (d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("depths not in {8, 16, 32}", procName, NULL);
+
+    pixGetDimensions(pixs1, &w, &h, NULL);
+    pixGetDimensions(pixs2, &w2, &h2, NULL);
+    w = L_MIN(w, w2);
+    h = L_MIN(h, h2);
+    if ((pixd = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs1);
+    datas1 = pixGetData(pixs1);
+    datas2 = pixGetData(pixs2);
+    datad = pixGetData(pixd);
+    wpls1 = pixGetWpl(pixs1);
+    wpls2 = pixGetWpl(pixs2);
+    wpld = pixGetWpl(pixd);
+    if (d == 8) {
+        for (i = 0; i < h; i++) {
+            lines1 = datas1 + i * wpls1;
+            lines2 = datas2 + i * wpls2;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                val1 = GET_DATA_BYTE(lines1, j);
+                val2 = GET_DATA_BYTE(lines2, j);
+                diff = L_ABS(val1 - val2);
+                SET_DATA_BYTE(lined, j, diff);
+            }
+        }
+    } else if (d == 16) {
+        for (i = 0; i < h; i++) {
+            lines1 = datas1 + i * wpls1;
+            lines2 = datas2 + i * wpls2;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                val1 = GET_DATA_TWO_BYTES(lines1, j);
+                val2 = GET_DATA_TWO_BYTES(lines2, j);
+                diff = L_ABS(val1 - val2);
+                SET_DATA_TWO_BYTES(lined, j, diff);
+            }
+        }
+    } else {  /* d == 32 */
+        for (i = 0; i < h; i++) {
+            lines1 = datas1 + i * wpls1;
+            lines2 = datas2 + i * wpls2;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                extractRGBValues(lines1[j], &rval1, &gval1, &bval1);
+                extractRGBValues(lines2[j], &rval2, &gval2, &bval2);
+                rdiff = L_ABS(rval1 - rval2);
+                gdiff = L_ABS(gval1 - gval2);
+                bdiff = L_ABS(bval1 - bval2);
+                composeRGBPixel(rdiff, gdiff, bdiff, lined + j);
+            }
+        }
+    }
+
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                           Sum of color images                         *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixAddRGB()
+ *
+ * \param[in]    pixs1, pixs2    32 bpp RGB, or colormapped
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Clips computation to the minimum size, aligning the UL corners.
+ *      (2) Removes any colormap to RGB, and ignores the LSB of each
+ *          pixel word (the alpha channel).
+ *      (3) Adds each component value, pixelwise, clipping to 255.
+ *      (4) This is useful to combine two images where most of the
+ *          pixels are essentially black, such as in pixPerceptualDiff().
+ * 

+ */
+PIX *
+pixAddRGB(PIX  *pixs1,
+          PIX  *pixs2)
+{
+l_int32    i, j, w, h, d, w2, h2, d2, wplc1, wplc2, wpld;
+l_int32    rval1, gval1, bval1, rval2, gval2, bval2, rval, gval, bval;
+l_uint32  *datac1, *datac2, *datad, *linec1, *linec2, *lined;
+PIX       *pixc1, *pixc2, *pixd;
+
+    PROCNAME("pixAddRGB");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, NULL);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, NULL);
+    pixGetDimensions(pixs1, &w, &h, &d);
+    pixGetDimensions(pixs2, &w2, &h2, &d2);
+    if (!pixGetColormap(pixs1) && d != 32)
+        return (PIX *)ERROR_PTR("pixs1 not cmapped or rgb", procName, NULL);
+    if (!pixGetColormap(pixs2) && d2 != 32)
+        return (PIX *)ERROR_PTR("pixs2 not cmapped or rgb", procName, NULL);
+    if (pixGetColormap(pixs1))
+        pixc1 = pixRemoveColormap(pixs1, REMOVE_CMAP_TO_FULL_COLOR);
+    else
+        pixc1 = pixClone(pixs1);
+    if (pixGetColormap(pixs2))
+        pixc2 = pixRemoveColormap(pixs2, REMOVE_CMAP_TO_FULL_COLOR);
+    else
+        pixc2 = pixClone(pixs2);
+
+    w = L_MIN(w, w2);
+    h = L_MIN(h, h2);
+    pixd = pixCreate(w, h, 32);
+    pixCopyResolution(pixd, pixs1);
+    datac1 = pixGetData(pixc1);
+    datac2 = pixGetData(pixc2);
+    datad = pixGetData(pixd);
+    wplc1 = pixGetWpl(pixc1);
+    wplc2 = pixGetWpl(pixc2);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        linec1 = datac1 + i * wplc1;
+        linec2 = datac2 + i * wplc2;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            extractRGBValues(linec1[j], &rval1, &gval1, &bval1);
+            extractRGBValues(linec2[j], &rval2, &gval2, &bval2);
+            rval = L_MIN(255, rval1 + rval2);
+            gval = L_MIN(255, gval1 + gval2);
+            bval = L_MIN(255, bval1 + bval2);
+            composeRGBPixel(rval, gval, bval, lined + j);
+        }
+    }
+
+    pixDestroy(&pixc1);
+    pixDestroy(&pixc2);
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *             Two-image min and max operations (8 and 16 bpp)           *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixMinOrMax()
+ *
+ * \param[in]    pixd     [optional] destination: this can be null,
+ *                        equal to pixs1, or different from pixs1
+ * \param[in]    pixs1    can be equal to pixd
+ * \param[in]    pixs2
+ * \param[in]    type     L_CHOOSE_MIN, L_CHOOSE_MAX
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) This gives the min or max of two images, component-wise.
+ *      (2) The depth can be 8 or 16 bpp for 1 component, and 32 bpp
+ *          for a 3 component image.  For 32 bpp, ignore the LSB
+ *          of each word (the alpha channel)
+ *      (3) There are 3 cases:
+ *          ~  if pixd == null,   Min(src1, src2) --> new pixd
+ *          ~  if pixd == pixs1,  Min(src1, src2) --> src1  (in-place)
+ *          ~  if pixd != pixs1,  Min(src1, src2) --> input pixd
+ * 

+ */
+PIX *
+pixMinOrMax(PIX     *pixd,
+            PIX     *pixs1,
+            PIX     *pixs2,
+            l_int32  type)
+{
+l_int32    d, ws, hs, w, h, wpls, wpld, i, j, vals, vald, val;
+l_int32    rval1, gval1, bval1, rval2, gval2, bval2, rval, gval, bval;
+l_uint32  *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixMinOrMax");
+
+    if (!pixs1)
+        return (PIX *)ERROR_PTR("pixs1 not defined", procName, pixd);
+    if (!pixs2)
+        return (PIX *)ERROR_PTR("pixs2 not defined", procName, pixd);
+    if (pixs1 == pixs2)
+        return (PIX *)ERROR_PTR("pixs1 and pixs2 must differ", procName, pixd);
+    if (type != L_CHOOSE_MIN && type != L_CHOOSE_MAX)
+        return (PIX *)ERROR_PTR("invalid type", procName, pixd);
+    d = pixGetDepth(pixs1);
+    if (pixGetDepth(pixs2) != d)
+        return (PIX *)ERROR_PTR("depths unequal", procName, pixd);
+    if (d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("depth not 8, 16 or 32 bpp", procName, pixd);
+
+    if (pixs1 != pixd)
+        pixd = pixCopy(pixd, pixs1);
+
+    pixGetDimensions(pixs2, &ws, &hs, NULL);
+    pixGetDimensions(pixd, &w, &h, NULL);
+    w = L_MIN(w, ws);
+    h = L_MIN(h, hs);
+    datas = pixGetData(pixs2);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs2);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        if (d == 8) {
+            for (j = 0; j < w; j++) {
+                vals = GET_DATA_BYTE(lines, j);
+                vald = GET_DATA_BYTE(lined, j);
+                if (type == L_CHOOSE_MIN)
+                    val = L_MIN(vals, vald);
+                else  /* type == L_CHOOSE_MAX */
+                    val = L_MAX(vals, vald);
+                SET_DATA_BYTE(lined, j, val);
+            }
+        } else if (d == 16) {
+            for (j = 0; j < w; j++) {
+                vals = GET_DATA_TWO_BYTES(lines, j);
+                vald = GET_DATA_TWO_BYTES(lined, j);
+                if (type == L_CHOOSE_MIN)
+                    val = L_MIN(vals, vald);
+                else  /* type == L_CHOOSE_MAX */
+                    val = L_MAX(vals, vald);
+                SET_DATA_TWO_BYTES(lined, j, val);
+            }
+        } else {  /* d == 32 */
+            for (j = 0; j < w; j++) {
+                extractRGBValues(lines[j], &rval1, &gval1, &bval1);
+                extractRGBValues(lined[j], &rval2, &gval2, &bval2);
+                if (type == L_CHOOSE_MIN) {
+                    rval = L_MIN(rval1, rval2);
+                    gval = L_MIN(gval1, gval2);
+                    bval = L_MIN(bval1, bval2);
+                } else {  /* type == L_CHOOSE_MAX */
+                    rval = L_MAX(rval1, rval2);
+                    gval = L_MAX(gval1, gval2);
+                    bval = L_MAX(bval1, bval2);
+                }
+                composeRGBPixel(rval, gval, bval, lined + j);
+            }
+        }
+    }
+
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                    Scale for maximum dynamic range                    *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixMaxDynamicRange()
+ *
+ * \param[in]    pixs    4, 8, 16 or 32 bpp source
+ * \param[in]    type    L_LINEAR_SCALE or L_LOG_SCALE
+ * \return  pixd    8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Scales pixel values to fit maximally within the dest 8 bpp pixd
+ *      (2) Assumes the source 'pixels' are a 1-component scalar.  For
+ *          a 32 bpp source, each pixel is treated as a single number --
+ *          not as a 3-component rgb pixel value.
+ *      (3) Uses a LUT for log scaling.
+ * 

+ */
+PIX *
+pixMaxDynamicRange(PIX     *pixs,
+                   l_int32  type)
+{
+l_uint8     dval;
+l_int32     i, j, w, h, d, wpls, wpld, max;
+l_uint32   *datas, *datad;
+l_uint32    word, sval;
+l_uint32   *lines, *lined;
+l_float32   factor;
+l_float32  *tab;
+PIX        *pixd;
+
+    PROCNAME("pixMaxDynamicRange");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not in {4,8,16,32} bpp", procName, NULL);
+    if (type != L_LINEAR_SCALE && type != L_LOG_SCALE)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+
+        /* Get max */
+    max = 0;
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        for (j = 0; j < wpls; j++) {
+            word = *(lines + j);
+            if (d == 4) {
+                max = L_MAX(max, word >> 28);
+                max = L_MAX(max, (word >> 24) & 0xf);
+                max = L_MAX(max, (word >> 20) & 0xf);
+                max = L_MAX(max, (word >> 16) & 0xf);
+                max = L_MAX(max, (word >> 12) & 0xf);
+                max = L_MAX(max, (word >> 8) & 0xf);
+                max = L_MAX(max, (word >> 4) & 0xf);
+                max = L_MAX(max, word & 0xf);
+            } else if (d == 8) {
+                max = L_MAX(max, word >> 24);
+                max = L_MAX(max, (word >> 16) & 0xff);
+                max = L_MAX(max, (word >> 8) & 0xff);
+                max = L_MAX(max, word & 0xff);
+            } else if (d == 16) {
+                max = L_MAX(max, word >> 16);
+                max = L_MAX(max, word & 0xffff);
+            } else {  /* d == 32 (rgb) */
+                max = L_MAX(max, word);
+            }
+        }
+    }
+
+        /* Map to the full dynamic range */
+    if (d == 4) {
+        if (type == L_LINEAR_SCALE) {
+            factor = 255. / (l_float32)max;
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = GET_DATA_QBIT(lines, j);
+                    dval = (l_uint8)(factor * (l_float32)sval + 0.5);
+                    SET_DATA_QBIT(lined, j, dval);
+                }
+            }
+        } else {  /* type == L_LOG_SCALE) */
+            tab = makeLogBase2Tab();
+            factor = 255. / getLogBase2(max, tab);
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = GET_DATA_QBIT(lines, j);
+                    dval = (l_uint8)(factor * getLogBase2(sval, tab) + 0.5);
+                    SET_DATA_BYTE(lined, j, dval);
+                }
+            }
+            LEPT_FREE(tab);
+        }
+    } else if (d == 8) {
+        if (type == L_LINEAR_SCALE) {
+            factor = 255. / (l_float32)max;
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = GET_DATA_BYTE(lines, j);
+                    dval = (l_uint8)(factor * (l_float32)sval + 0.5);
+                    SET_DATA_BYTE(lined, j, dval);
+                }
+            }
+        } else {  /* type == L_LOG_SCALE) */
+            tab = makeLogBase2Tab();
+            factor = 255. / getLogBase2(max, tab);
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = GET_DATA_BYTE(lines, j);
+                    dval = (l_uint8)(factor * getLogBase2(sval, tab) + 0.5);
+                    SET_DATA_BYTE(lined, j, dval);
+                }
+            }
+            LEPT_FREE(tab);
+        }
+    } else if (d == 16) {
+        if (type == L_LINEAR_SCALE) {
+            factor = 255. / (l_float32)max;
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = GET_DATA_TWO_BYTES(lines, j);
+                    dval = (l_uint8)(factor * (l_float32)sval + 0.5);
+                    SET_DATA_BYTE(lined, j, dval);
+                }
+            }
+        } else {  /* type == L_LOG_SCALE) */
+            tab = makeLogBase2Tab();
+            factor = 255. / getLogBase2(max, tab);
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = GET_DATA_TWO_BYTES(lines, j);
+                    dval = (l_uint8)(factor * getLogBase2(sval, tab) + 0.5);
+                    SET_DATA_BYTE(lined, j, dval);
+                }
+            }
+            LEPT_FREE(tab);
+        }
+    } else {  /* d == 32 */
+        if (type == L_LINEAR_SCALE) {
+            factor = 255. / (l_float32)max;
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = lines[j];
+                    dval = (l_uint8)(factor * (l_float32)sval + 0.5);
+                    SET_DATA_BYTE(lined, j, dval);
+                }
+            }
+        } else {  /* type == L_LOG_SCALE) */
+            tab = makeLogBase2Tab();
+            factor = 255. / getLogBase2(max, tab);
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                for (j = 0; j < w; j++) {
+                    sval = lines[j];
+                    dval = (l_uint8)(factor * getLogBase2(sval, tab) + 0.5);
+                    SET_DATA_BYTE(lined, j, dval);
+                }
+            }
+            LEPT_FREE(tab);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixMaxDynamicRangeRGB()
+ *
+ * \param[in]    pixs    32 bpp rgb source
+ * \param[in]    type    L_LINEAR_SCALE or L_LOG_SCALE
+ * \return  pixd   32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Scales pixel values to fit maximally within a 32 bpp dest pixd
+ *      (2) All color components are scaled with the same factor, based
+ *          on the maximum r,g or b component in the image.  This should
+ *          not be used if the 32-bit value is a single number (e.g., a
+ *          count in a histogram generated by pixMakeHistoHS()).
+ *      (3) Uses a LUT for log scaling.
+ * 

+ */
+PIX *
+pixMaxDynamicRangeRGB(PIX     *pixs,
+                      l_int32  type)
+{
+l_int32     i, j, w, h, wpls, wpld, max;
+l_uint32    sval, dval, word;
+l_uint32   *datas, *datad;
+l_uint32   *lines, *lined;
+l_float32   factor;
+l_float32  *tab;
+PIX        *pixd;
+
+    PROCNAME("pixMaxDynamicRangeRGB");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+    if (type != L_LINEAR_SCALE && type != L_LOG_SCALE)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+
+        /* Get max */
+    pixd = pixCreateTemplate(pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    max = 0;
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        for (j = 0; j < wpls; j++) {
+            word = lines[j];
+            max = L_MAX(max, word >> 24);
+            max = L_MAX(max, (word >> 16) & 0xff);
+            max = L_MAX(max, (word >> 8) & 0xff);
+        }
+    }
+
+        /* Map to the full dynamic range */
+    if (type == L_LINEAR_SCALE) {
+        factor = 255. / (l_float32)max;
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                sval = lines[j];
+                dval = linearScaleRGBVal(sval, factor);
+                lined[j] = dval;
+            }
+        }
+    } else {  /* type == L_LOG_SCALE) */
+        tab = makeLogBase2Tab();
+        factor = 255. / getLogBase2(max, tab);
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                sval = lines[j];
+                dval = logScaleRGBVal(sval, tab, factor);
+                lined[j] = dval;
+            }
+        }
+        LEPT_FREE(tab);
+    }
+
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                         RGB pixel value scaling                       *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   linearScaleRGBVal()
+ *
+ * \param[in]    sval     32-bit rgb pixel value
+ * \param[in]    factor   multiplication factor on each component
+ * \return  dval  linearly scaled version of %sval
+ *
+ * 
+ * Notes:
+ *      (1) %factor must be chosen to be not greater than (255 / maxcomp),
+ *          where maxcomp is the maximum value of the pixel components.
+ *          Otherwise, the product will overflow a uint8.  In use, factor
+ *          is the same for all pixels in a pix.
+ *      (2) No scaling is performed on the transparency ("A") component.
+ * 

+ */
+l_uint32
+linearScaleRGBVal(l_uint32   sval,
+                  l_float32  factor)
+{
+l_uint32  dval;
+
+    dval = ((l_uint8)(factor * (sval >> 24) + 0.5) << 24) |
+           ((l_uint8)(factor * ((sval >> 16) & 0xff) + 0.5) << 16) |
+           ((l_uint8)(factor * ((sval >> 8) & 0xff) + 0.5) << 8) |
+           (sval & 0xff);
+    return dval;
+}
+
+
+/*!
+ * \brief   logScaleRGBVal()
+ *
+ * \param[in]    sval     32-bit rgb pixel value
+ * \param[in]    tab      256 entry log-base-2 table
+ * \param[in]    factor   multiplication factor on each component
+ * \return  dval  log scaled version of %sval
+ *
+ * 
+ * Notes:
+ *      (1) %tab is made with makeLogBase2Tab().
+ *      (2) %factor must be chosen to be not greater than
+ *          255.0 / log[base2](maxcomp), where maxcomp is the maximum
+ *          value of the pixel components.  Otherwise, the product
+ *          will overflow a uint8.  In use, factor is the same for
+ *          all pixels in a pix.
+ *      (3) No scaling is performed on the transparency ("A") component.
+ * 

+ */
+l_uint32
+logScaleRGBVal(l_uint32    sval,
+               l_float32  *tab,
+               l_float32   factor)
+{
+l_uint32  dval;
+
+    dval = ((l_uint8)(factor * getLogBase2(sval >> 24, tab) + 0.5) << 24) |
+           ((l_uint8)(factor * getLogBase2(((sval >> 16) & 0xff), tab) + 0.5)
+                     << 16) |
+           ((l_uint8)(factor * getLogBase2(((sval >> 8) & 0xff), tab) + 0.5)
+                     << 8) |
+           (sval & 0xff);
+    return dval;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                            Log base2 lookup                           *
+ *-----------------------------------------------------------------------*/
+/*
+ * \brief   makeLogBase2Tab()
+ *
+ * \return  tab   table giving the log[base2] of values from 1 to 255
+ */
+l_float32 *
+makeLogBase2Tab(void)
+{
+l_int32     i;
+l_float32   log2;
+l_float32  *tab;
+
+    PROCNAME("makeLogBase2Tab");
+
+    if ((tab = (l_float32 *)LEPT_CALLOC(256, sizeof(l_float32))) == NULL)
+        return (l_float32 *)ERROR_PTR("tab not made", procName, NULL);
+
+    log2 = (l_float32)log((l_float32)2);
+    for (i = 0; i < 256; i++)
+        tab[i] = (l_float32)log((l_float32)i) / log2;
+
+    return tab;
+}
+
+
+/*
+ * \brief   getLogBase2()
+ *
+ * \param[in]    val       in range [0 ... 255]
+ * \param[in]    logtab    256-entry table of logs
+ * \return       logval    log[base2] of %val, or 0 on error
+ */
+l_float32
+getLogBase2(l_int32     val,
+            l_float32  *logtab)
+{
+    PROCNAME("getLogBase2");
+
+    if (!logtab)
+        return ERROR_INT("logtab not defined", procName, 0);
+
+    if (val < 0x100)
+        return logtab[val];
+    else if (val < 0x10000)
+        return 8.0 + logtab[val >> 8];
+    else if (val < 0x1000000)
+        return 16.0 + logtab[val >> 16];
+    else
+        return 24.0 + logtab[val >> 24];
+}
diff --git a/3rdparty/hgOCR/leptonica/pixcomp.c b/3rdparty/hgOCR/leptonica/pixcomp.c
new file mode 100644
index 00000000..6191ccd9
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixcomp.c
@@ -0,0 +1,2452 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  pixcomp.c
+ * 
+ *
+ *      Pixcomp creation and destruction
+ *           PIXC     *pixcompCreateFromPix()
+ *           PIXC     *pixcompCreateFromString()
+ *           PIXC     *pixcompCreateFromFile()
+ *           void      pixcompDestroy()
+ *           PIXC     *pixcompCopy()
+
+ *      Pixcomp accessors
+ *           l_int32   pixcompGetDimensions()
+ *           l_int32   pixcompGetParameters()
+ *
+ *      Pixcomp compression selection
+ *           l_int32   pixcompDetermineFormat()
+ *
+ *      Pixcomp conversion to Pix
+ *           PIX      *pixCreateFromPixcomp()
+ *
+ *      Pixacomp creation and destruction
+ *           PIXAC    *pixacompCreate()
+ *           PIXAC    *pixacompCreateWithInit()
+ *           PIXAC    *pixacompCreateFromPixa()
+ *           PIXAC    *pixacompCreateFromFiles()
+ *           PIXAC    *pixacompCreateFromSA()
+ *           void      pixacompDestroy()
+ *
+ *      Pixacomp addition/replacement
+ *           l_int32   pixacompAddPix()
+ *           l_int32   pixacompAddPixcomp()
+ *           static l_int32  pixacompExtendArray()
+ *           l_int32   pixacompReplacePix()
+ *           l_int32   pixacompReplacePixcomp()
+ *           l_int32   pixacompAddBox()
+ *
+ *      Pixacomp accessors
+ *           l_int32   pixacompGetCount()
+ *           PIXC     *pixacompGetPixcomp()
+ *           PIX      *pixacompGetPix()
+ *           l_int32   pixacompGetPixDimensions()
+ *           BOXA     *pixacompGetBoxa()
+ *           l_int32   pixacompGetBoxaCount()
+ *           BOX      *pixacompGetBox()
+ *           l_int32   pixacompGetBoxGeometry()
+ *           l_int32   pixacompGetOffset()
+ *           l_int32   pixacompSetOffset()
+ *
+ *      Pixacomp conversion to Pixa
+ *           PIXA     *pixaCreateFromPixacomp()
+ *
+ *      Combining pixacomp
+ *           l_int32   pixacompJoin()
+ *           PIXAC    *pixacompInterleave()
+ *
+ *      Pixacomp serialized I/O
+ *           PIXAC    *pixacompRead()
+ *           PIXAC    *pixacompReadStream()
+ *           PIXAC    *pixacompReadMem()
+ *           l_int32   pixacompWrite()
+ *           l_int32   pixacompWriteStream()
+ *           l_int32   pixacompWriteMem()
+ *
+ *      Conversion to pdf
+ *           l_int32   pixacompConvertToPdf()
+ *           l_int32   pixacompConvertToPdfData()
+ *           l_int32   pixacompFastConvertToPdfData()
+ *
+ *      Output for debugging
+ *           l_int32   pixacompWriteStreamInfo()
+ *           l_int32   pixcompWriteStreamInfo()
+ *           PIX      *pixacompDisplayTiledAndScaled()
+ *           l_int32   pixacompWriteFiles()
+ *           l_int32   pixcompWriteFile()
+ *
+ *   The Pixacomp is an array of Pixcomp, where each Pixcomp is a compressed
+ *   string of the image.  We don't use reference counting here.
+ *   The basic application is to allow a large array of highly
+ *   compressible images to reside in memory.  We purposely don't
+ *   reuse the Pixa for this, to avoid confusion and programming errors.
+ *
+ *   Three compression formats are used: g4, png and jpeg.
+ *   The compression type can be either specified or defaulted.
+ *   If specified and it is not possible to compress (for example,
+ *   you specify a jpeg on a 1 bpp image or one with a colormap),
+ *   the compression type defaults to png.  The jpeg compression quality
+ *   can be specified using l_setJpegQuality(); otherwise the default is 75.
+ *
+ *   The serialized version of the Pixacomp is similar to that for
+ *   a Pixa, except that each Pixcomp can be compressed by one of
+ *   tiffg4, png, or jpeg.  Unlike serialization of the Pixa,
+ *   serialization of the Pixacomp does not require any imaging
+ *   libraries because it simply reads and writes the compressed data.
+ *
+ *   There are two modes of use in accumulating images:
+ *     (1) addition to the end of the array
+ *     (2) random insertion (replacement) into the array
+ *
+ *   In use, we assume that the array is fully populated up to the
+ *   index value (n - 1), where n is the value of the pixcomp field n.
+ *   Addition can only be made to the end of the fully populated array,
+ *   at the index value n.  Insertion can be made randomly, but again
+ *   only within the array of pixcomps; i.e., within the set of
+ *   indices {0 .... n-1}.  The functions are pixacompReplacePix()
+ *   and pixacompReplacePixcomp(), and they destroy the existing pixcomp.
+ *
+ *   For addition to the end of the array, initialize the pixacomp with
+ *   pixacompCreate(), which generates an empty array of pixcomps ptrs.
+ *   For random insertion and replacement of pixcomp into a pixacomp,
+ *   initialize a fully populated array using pixacompCreateWithInit().
+ *
+ *   The offset field allows you to use an offset-based index to
+ *   access the 0-based ptr array in the pixacomp.  This would typically
+ *   be used to map the pixacomp array index to a page number, or v.v.
+ *   By default, the offset is 0.  For example, suppose you have 50 images,
+ *   corresponding to page numbers 10 - 59.  Then you could use
+ *      pixac = pixacompCreateWithInit(50, 10, ...);
+ *   This would allocate an array of 50 pixcomps, but if you asked for
+ *   the pix at index 10, using pixacompGetPix(pixac, 10), it would
+ *   apply the offset internally, returning the pix at index 0 in the array.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* Bounds on initial array size */
+static const l_uint32  MaxPtrArraySize = 1000000;
+static const l_int32  InitialPtrArraySize = 20;      /*!< n'importe quoi */
+
+    /* Bound on data size */
+static const size_t  MaxDataSize = 1000000000;
+
+    /* These two globals are defined in writefile.c */
+extern l_int32  NumImageFileFormatExtensions;
+extern const char  *ImageFileFormatExtensions[];
+
+    /* Static functions */
+static l_int32 pixacompExtendArray(PIXAC *pixac);
+static l_int32 pixcompFastConvertToPdfData(PIXC *pixc, const char *title,
+                                           l_uint8 **pdata, size_t *pnbytes);
+
+
+/*---------------------------------------------------------------------*
+ *                  Pixcomp creation and destruction                   *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixcompCreateFromPix()
+ *
+ * \param[in]    pix
+ * \param[in]    comptype   IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \return  pixc, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use %comptype == IFF_DEFAULT to have the compression
+ *          type automatically determined.
+ *      (2) To compress jpeg with a quality other than the default (75), use
+ *             l_jpegSetQuality()
+ * 

+ */
+PIXC *
+pixcompCreateFromPix(PIX     *pix,
+                     l_int32  comptype)
+{
+size_t    size;
+char     *text;
+l_int32   ret, format;
+l_uint8  *data;
+PIXC     *pixc;
+
+    PROCNAME("pixcompCreateFromPix");
+
+    if (!pix)
+        return (PIXC *)ERROR_PTR("pix not defined", procName, NULL);
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return (PIXC *)ERROR_PTR("invalid comptype", procName, NULL);
+
+    pixc = (PIXC *)LEPT_CALLOC(1, sizeof(PIXC));
+    pixGetDimensions(pix, &pixc->w, &pixc->h, &pixc->d);
+    pixGetResolution(pix, &pixc->xres, &pixc->yres);
+    if (pixGetColormap(pix))
+        pixc->cmapflag = 1;
+    if ((text = pixGetText(pix)) != NULL)
+        pixc->text = stringNew(text);
+
+    pixcompDetermineFormat(comptype, pixc->d, pixc->cmapflag, &format);
+    pixc->comptype = format;
+    ret = pixWriteMem(&data, &size, pix, format);
+    if (ret) {
+        L_ERROR("write to memory failed\n", procName);
+        pixcompDestroy(&pixc);
+        return NULL;
+    }
+    pixc->data = data;
+    pixc->size = size;
+
+    return pixc;
+}
+
+
+/*!
+ * \brief   pixcompCreateFromString()
+ *
+ * \param[in]    data        compressed string
+ * \param[in]    size        number of bytes
+ * \param[in]    copyflag    L_INSERT or L_COPY
+ * \return  pixc, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This works when the compressed string is png, jpeg or tiffg4.
+ *      (2) The copyflag determines if the data in the new Pixcomp is
+ *          a copy of the input data.
+ * 

+ */
+PIXC *
+pixcompCreateFromString(l_uint8  *data,
+                        size_t    size,
+                        l_int32   copyflag)
+{
+l_int32  format, w, h, d, bps, spp, iscmap;
+PIXC    *pixc;
+
+    PROCNAME("pixcompCreateFromString");
+
+    if (!data)
+        return (PIXC *)ERROR_PTR("data not defined", procName, NULL);
+    if (copyflag != L_INSERT && copyflag != L_COPY)
+        return (PIXC *)ERROR_PTR("invalid copyflag", procName, NULL);
+
+    if (pixReadHeaderMem(data, size, &format, &w, &h, &bps, &spp, &iscmap) == 1)
+        return (PIXC *)ERROR_PTR("header data not read", procName, NULL);
+    pixc = (PIXC *)LEPT_CALLOC(1, sizeof(PIXC));
+    d = (spp == 3) ? 32 : bps * spp;
+    pixc->w = w;
+    pixc->h = h;
+    pixc->d = d;
+    pixc->comptype = format;
+    pixc->cmapflag = iscmap;
+    if (copyflag == L_INSERT)
+        pixc->data = data;
+    else
+        pixc->data = l_binaryCopy(data, size);
+    pixc->size = size;
+    return pixc;
+}
+
+
+/*!
+ * \brief   pixcompCreateFromFile()
+ *
+ * \param[in]    filename
+ * \param[in]    comptype    IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \return  pixc, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use %comptype == IFF_DEFAULT to have the compression
+ *          type automatically determined.
+ *      (2) If the comptype is invalid for this file, the default will
+ *          be substituted.
+ * 

+ */
+PIXC *
+pixcompCreateFromFile(const char  *filename,
+                      l_int32      comptype)
+{
+l_int32   format;
+size_t    nbytes;
+l_uint8  *data;
+PIX      *pix;
+PIXC     *pixc;
+
+    PROCNAME("pixcompCreateFromFile");
+
+    if (!filename)
+        return (PIXC *)ERROR_PTR("filename not defined", procName, NULL);
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return (PIXC *)ERROR_PTR("invalid comptype", procName, NULL);
+
+    findFileFormat(filename, &format);
+    if (format == IFF_UNKNOWN) {
+        L_ERROR("unreadable file: %s\n", procName, filename);
+        return NULL;
+    }
+
+        /* Can we accept the encoded file directly?  Remember that
+         * png is the "universal" compression type, so if requested
+         * it takes precedence.  Otherwise, if the file is already
+         * compressed in g4 or jpeg, just accept the string. */
+    if ((format == IFF_TIFF_G4 && comptype != IFF_PNG) ||
+        (format == IFF_JFIF_JPEG && comptype != IFF_PNG))
+        comptype = format;
+    if (comptype != IFF_DEFAULT && comptype == format) {
+        data = l_binaryRead(filename, &nbytes);
+        if ((pixc = pixcompCreateFromString(data, nbytes, L_INSERT)) == NULL) {
+            LEPT_FREE(data);
+            return (PIXC *)ERROR_PTR("pixc not made (string)", procName, NULL);
+        }
+        return pixc;
+    }
+
+        /* Need to recompress in the default format */
+    if ((pix = pixRead(filename)) == NULL)
+        return (PIXC *)ERROR_PTR("pix not read", procName, NULL);
+    if ((pixc = pixcompCreateFromPix(pix, comptype)) == NULL) {
+        pixDestroy(&pix);
+        return (PIXC *)ERROR_PTR("pixc not made", procName, NULL);
+    }
+    pixDestroy(&pix);
+    return pixc;
+}
+
+
+/*!
+ * \brief   pixcompDestroy()
+ *
+ * \param[in,out]   ppixc   use ptr address so it will be nulled
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Always nulls the input ptr.
+ * 

+ */
+void
+pixcompDestroy(PIXC  **ppixc)
+{
+PIXC  *pixc;
+
+    PROCNAME("pixcompDestroy");
+
+    if (!ppixc) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+
+    if ((pixc = *ppixc) == NULL)
+        return;
+
+    LEPT_FREE(pixc->data);
+    if (pixc->text)
+        LEPT_FREE(pixc->text);
+    LEPT_FREE(pixc);
+    *ppixc = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   pixcompCopy()
+ *
+ * \param[in]    pixcs
+ * \return  pixcd, or NULL on error
+ */
+PIXC *
+pixcompCopy(PIXC  *pixcs)
+{
+size_t    size;
+l_uint8  *datas, *datad;
+PIXC     *pixcd;
+
+    PROCNAME("pixcompCopy");
+
+    if (!pixcs)
+        return (PIXC *)ERROR_PTR("pixcs not defined", procName, NULL);
+
+    pixcd = (PIXC *)LEPT_CALLOC(1, sizeof(PIXC));
+    pixcd->w = pixcs->w;
+    pixcd->h = pixcs->h;
+    pixcd->d = pixcs->d;
+    pixcd->xres = pixcs->xres;
+    pixcd->yres = pixcs->yres;
+    pixcd->comptype = pixcs->comptype;
+    if (pixcs->text != NULL)
+        pixcd->text = stringNew(pixcs->text);
+    pixcd->cmapflag = pixcs->cmapflag;
+
+        /* Copy image data */
+    size = pixcs->size;
+    datas = pixcs->data;
+    if ((datad = (l_uint8 *)LEPT_CALLOC(size, sizeof(l_int8))) == NULL) {
+        pixcompDestroy(&pixcd);
+        return (PIXC *)ERROR_PTR("pixcd not made", procName, NULL);
+    }
+    memcpy(datad, datas, size);
+    pixcd->data = datad;
+    pixcd->size = size;
+    return pixcd;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                           Pixcomp accessors                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixcompGetDimensions()
+ *
+ * \param[in]    pixc
+ * \param[out]   pw, ph, pd    [optional]
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixcompGetDimensions(PIXC     *pixc,
+                     l_int32  *pw,
+                     l_int32  *ph,
+                     l_int32  *pd)
+{
+    PROCNAME("pixcompGetDimensions");
+
+    if (!pixc)
+        return ERROR_INT("pixc not defined", procName, 1);
+    if (pw) *pw = pixc->w;
+    if (ph) *ph = pixc->h;
+    if (pd) *pd = pixc->d;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixcompGetParameters()
+ *
+ * \param[in]    pixc
+ * \param[out]   pxres, pyres, pcomptype, pcmapflag   [optional]
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixcompGetParameters(PIXC     *pixc,
+                     l_int32  *pxres,
+                     l_int32  *pyres,
+                     l_int32  *pcomptype,
+                     l_int32  *pcmapflag)
+{
+    PROCNAME("pixcompGetParameters");
+
+    if (!pixc)
+        return ERROR_INT("pixc not defined", procName, 1);
+    if (pxres) *pxres = pixc->xres;
+    if (pyres) *pyres = pixc->yres;
+    if (pcomptype) *pcomptype = pixc->comptype;
+    if (pcmapflag) *pcmapflag = pixc->cmapflag;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                    Pixcomp compression selection                    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixcompDetermineFormat()
+ *
+ * \param[in]    comptype   IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \param[in]    d          pix depth
+ * \param[in]    cmapflag   1 if pix to be compressed as a colormap; 0 otherwise
+ * \param[out]   pformat    IFF_TIFF, IFF_PNG or IFF_JFIF_JPEG
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This determines the best format for a pix, given both
+ *          the request (%comptype) and the image characteristics.
+ *      (2) If %comptype == IFF_DEFAULT, this does not necessarily result
+ *          in png encoding.  Instead, it returns one of the three formats
+ *          that is both valid and most likely to give best compression.
+ *      (3) If %d == 8 with no colormap and:
+ *          * you wish to compress with png, use %comptype == IFF_PNG
+ *          * you wish to compress with jpeg, use either
+ *            %comptype == IFF_JFIF_JPEG or %comptype == IFF_DEFAULT.
+ *      (4) If the pix cannot be compressed by the input value of
+ *          %comptype, this selects IFF_PNG, which can compress all pix.
+ * 

+ */
+l_ok
+pixcompDetermineFormat(l_int32   comptype,
+                       l_int32   d,
+                       l_int32   cmapflag,
+                       l_int32  *pformat)
+{
+
+    PROCNAME("pixcompDetermineFormat");
+
+    if (!pformat)
+        return ERROR_INT("&format not defined", procName, 1);
+    *pformat = IFF_PNG;  /* init value and default */
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return ERROR_INT("invalid comptype", procName, 1);
+
+    if (comptype == IFF_DEFAULT) {
+        if (d == 1)
+            *pformat = IFF_TIFF_G4;
+        else if (d == 16)
+            *pformat = IFF_PNG;
+        else if (d >= 8 && !cmapflag)
+            *pformat = IFF_JFIF_JPEG;
+    } else if (comptype == IFF_TIFF_G4 && d == 1) {
+        *pformat = IFF_TIFF_G4;
+    } else if (comptype == IFF_JFIF_JPEG && d >= 8 && !cmapflag) {
+        *pformat = IFF_JFIF_JPEG;
+    }
+
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                      Pixcomp conversion to Pix                      *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixCreateFromPixcomp()
+ *
+ * \param[in]    pixc
+ * \return  pix, or NULL on error
+ */
+PIX *
+pixCreateFromPixcomp(PIXC  *pixc)
+{
+l_int32  w, h, d, cmapinpix, format;
+PIX     *pix;
+
+    PROCNAME("pixCreateFromPixcomp");
+
+    if (!pixc)
+        return (PIX *)ERROR_PTR("pixc not defined", procName, NULL);
+
+    if ((pix = pixReadMem(pixc->data, pixc->size)) == NULL)
+        return (PIX *)ERROR_PTR("pix not read", procName, NULL);
+    pixSetResolution(pix, pixc->xres, pixc->yres);
+    if (pixc->text)
+        pixSetText(pix, pixc->text);
+
+        /* Check fields for consistency */
+    pixGetDimensions(pix, &w, &h, &d);
+    if (pixc->w != w) {
+        L_INFO("pix width %d != pixc width %d\n", procName, w, pixc->w);
+        L_ERROR("pix width %d != pixc width\n", procName, w);
+    }
+    if (pixc->h != h)
+        L_ERROR("pix height %d != pixc height\n", procName, h);
+    if (pixc->d != d) {
+        if (pixc->d == 16)  /* we strip 16 --> 8 bpp by default */
+            L_WARNING("pix depth %d != pixc depth 16\n", procName, d);
+        else
+            L_ERROR("pix depth %d != pixc depth\n", procName, d);
+    }
+    cmapinpix = (pixGetColormap(pix) != NULL);
+    if ((cmapinpix && !pixc->cmapflag) || (!cmapinpix && pixc->cmapflag))
+        L_ERROR("pix cmap flag inconsistent\n", procName);
+    format = pixGetInputFormat(pix);
+    if (format != pixc->comptype) {
+        L_ERROR("pix comptype %d not equal to pixc comptype\n",
+                    procName, format);
+    }
+
+    return pix;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                Pixacomp creation and destruction                    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixacompCreate()
+ *
+ * \param[in]    n    initial number of ptrs
+ * \return  pixac, or NULL on error
+ */
+PIXAC *
+pixacompCreate(l_int32  n)
+{
+PIXAC  *pixac;
+
+    PROCNAME("pixacompCreate");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        n = InitialPtrArraySize;
+
+    pixac = (PIXAC *)LEPT_CALLOC(1, sizeof(PIXAC));
+    pixac->n = 0;
+    pixac->nalloc = n;
+    pixac->offset = 0;
+    if ((pixac->pixc = (PIXC **)LEPT_CALLOC(n, sizeof(PIXC *))) == NULL) {
+        pixacompDestroy(&pixac);
+        return (PIXAC *)ERROR_PTR("pixc ptrs not made", procName, NULL);
+    }
+    if ((pixac->boxa = boxaCreate(n)) == NULL) {
+        pixacompDestroy(&pixac);
+        return (PIXAC *)ERROR_PTR("boxa not made", procName, NULL);
+    }
+
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompCreateWithInit()
+ *
+ * \param[in]    n          initial number of ptrs
+ * \param[in]    offset     difference: accessor index - pixacomp array index
+ * \param[in]    pix        [optional] initialize each ptr in pixacomp
+ *                          to this pix; can be NULL
+ * \param[in]    comptype   IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \return  pixac, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Initializes a pixacomp to be fully populated with %pix,
+ *          compressed using %comptype.  If %pix == NULL, %comptype
+ *          is ignored.
+ *      (2) Typically, the array is initialized with a tiny pix.
+ *          This is most easily done by setting %pix == NULL, causing
+ *          initialization of each array element with a tiny placeholder
+ *          pix (w = h = d = 1), using comptype = IFF_TIFF_G4 .
+ *      (3) Example usage:
+ *            // Generate pixacomp for pages 30 - 49.  This has an array
+ *            // size of 20 and the page number offset is 30.
+ *            PixaComp *pixac = pixacompCreateWithInit(20, 30, NULL,
+ *                                                     IFF_TIFF_G4);
+ *            // Now insert png-compressed images into the initialized array
+ *            for (pageno = 30; pageno < 50; pageno++) {
+ *                Pix *pixt = ...   // derived from image[pageno]
+ *                if (pixt)
+ *                    pixacompReplacePix(pixac, pageno, pixt, IFF_PNG);
+ *                pixDestroy(&pixt);
+ *            }
+ *          The result is a pixac with 20 compressed strings, and with
+ *          selected pixt replacing the placeholders.
+ *          To extract the image for page 38, which is decompressed
+ *          from element 8 in the array, use:
+ *            pixt = pixacompGetPix(pixac, 38);
+ * 

+ */
+PIXAC *
+pixacompCreateWithInit(l_int32  n,
+                       l_int32  offset,
+                       PIX     *pix,
+                       l_int32  comptype)
+{
+l_int32  i;
+PIX     *pixt;
+PIXC    *pixc;
+PIXAC   *pixac;
+
+    PROCNAME("pixacompCreateWithInit");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        return (PIXAC *)ERROR_PTR("n out of valid bounds", procName, NULL);
+    if (pix) {
+        if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+            comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+            return (PIXAC *)ERROR_PTR("invalid comptype", procName, NULL);
+    } else {
+        comptype = IFF_TIFF_G4;
+    }
+    if (offset < 0) {
+        L_WARNING("offset < 0; setting to 0\n", procName);
+        offset = 0;
+    }
+
+    if ((pixac = pixacompCreate(n)) == NULL)
+        return (PIXAC *)ERROR_PTR("pixac not made", procName, NULL);
+    pixacompSetOffset(pixac, offset);
+    if (pix)
+        pixt = pixClone(pix);
+    else
+        pixt = pixCreate(1, 1, 1);
+    for (i = 0; i < n; i++) {
+        pixc = pixcompCreateFromPix(pixt, comptype);
+        pixacompAddPixcomp(pixac, pixc, L_INSERT);
+    }
+    pixDestroy(&pixt);
+
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompCreateFromPixa()
+ *
+ * \param[in]    pixa
+ * \param[in]    comptype    IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \param[in]    accesstype  L_COPY, L_CLONE, L_COPY_CLONE
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If %format == IFF_DEFAULT, the conversion format for each
+ *          image is chosen automatically.  Otherwise, we use the
+ *          specified format unless it can't be done (e.g., jpeg
+ *          for a 1, 2 or 4 bpp pix, or a pix with a colormap),
+ *          in which case we use the default (assumed best) compression.
+ *      (2) %accesstype is used to extract a boxa from %pixa.
+ *      (3) To compress jpeg with a quality other than the default (75), use
+ *             l_jpegSetQuality()
+ * 

+ */
+PIXAC *
+pixacompCreateFromPixa(PIXA    *pixa,
+                       l_int32  comptype,
+                       l_int32  accesstype)
+{
+l_int32  i, n;
+BOXA    *boxa;
+PIX     *pix;
+PIXAC   *pixac;
+
+    PROCNAME("pixacompCreateFromPixa");
+
+    if (!pixa)
+        return (PIXAC *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return (PIXAC *)ERROR_PTR("invalid comptype", procName, NULL);
+    if (accesstype != L_COPY && accesstype != L_CLONE &&
+        accesstype != L_COPY_CLONE)
+        return (PIXAC *)ERROR_PTR("invalid accesstype", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    if ((pixac = pixacompCreate(n)) == NULL)
+        return (PIXAC *)ERROR_PTR("pixac not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        pixacompAddPix(pixac, pix, comptype);
+        pixDestroy(&pix);
+    }
+    if ((boxa = pixaGetBoxa(pixa, accesstype)) != NULL) {
+        boxaDestroy(&pixac->boxa);
+        pixac->boxa = boxa;
+    }
+
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompCreateFromFiles()
+ *
+ * \param[in]    dirname
+ * \param[in]    substr    [optional] substring filter on filenames; can be null
+ * \param[in]    comptype  IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \return  pixac, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) %dirname is the full path for the directory.
+ *      (2) %substr is the part of the file name (excluding
+ *          the directory) that is to be matched.  All matching
+ *          filenames are read into the Pixa.  If substr is NULL,
+ *          all filenames are read into the Pixa.
+ *      (3) Use %comptype == IFF_DEFAULT to have the compression
+ *          type automatically determined for each file.
+ *      (4) If the comptype is invalid for a file, the default will
+ *          be substituted.
+ * 

+ */
+PIXAC *
+pixacompCreateFromFiles(const char  *dirname,
+                        const char  *substr,
+                        l_int32      comptype)
+{
+PIXAC    *pixac;
+SARRAY   *sa;
+
+    PROCNAME("pixacompCreateFromFiles");
+
+    if (!dirname)
+        return (PIXAC *)ERROR_PTR("dirname not defined", procName, NULL);
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return (PIXAC *)ERROR_PTR("invalid comptype", procName, NULL);
+
+    if ((sa = getSortedPathnamesInDirectory(dirname, substr, 0, 0)) == NULL)
+        return (PIXAC *)ERROR_PTR("sa not made", procName, NULL);
+    pixac = pixacompCreateFromSA(sa, comptype);
+    sarrayDestroy(&sa);
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompCreateFromSA()
+ *
+ * \param[in]    sa         full pathnames for all files
+ * \param[in]    comptype   IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \return  pixac, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use %comptype == IFF_DEFAULT to have the compression
+ *          type automatically determined for each file.
+ *      (2) If the comptype is invalid for a file, the default will
+ *          be substituted.
+ * 

+ */
+PIXAC *
+pixacompCreateFromSA(SARRAY  *sa,
+                     l_int32  comptype)
+{
+char    *str;
+l_int32  i, n;
+PIXC    *pixc;
+PIXAC   *pixac;
+
+    PROCNAME("pixacompCreateFromSA");
+
+    if (!sa)
+        return (PIXAC *)ERROR_PTR("sarray not defined", procName, NULL);
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return (PIXAC *)ERROR_PTR("invalid comptype", procName, NULL);
+
+    n = sarrayGetCount(sa);
+    pixac = pixacompCreate(n);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        if ((pixc = pixcompCreateFromFile(str, comptype)) == NULL) {
+            L_ERROR("pixc not read from file: %s\n", procName, str);
+            continue;
+        }
+        pixacompAddPixcomp(pixac, pixc, L_INSERT);
+    }
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompDestroy()
+ *
+ * \param[in,out]   ppixac   use ptr address so it will be nulled
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Always nulls the input ptr.
+ * 

+ */
+void
+pixacompDestroy(PIXAC  **ppixac)
+{
+l_int32  i;
+PIXAC   *pixac;
+
+    PROCNAME("pixacompDestroy");
+
+    if (ppixac == NULL) {
+        L_WARNING("ptr address is NULL!\n", procName);
+        return;
+    }
+
+    if ((pixac = *ppixac) == NULL)
+        return;
+
+    for (i = 0; i < pixac->n; i++)
+        pixcompDestroy(&pixac->pixc[i]);
+    LEPT_FREE(pixac->pixc);
+    boxaDestroy(&pixac->boxa);
+    LEPT_FREE(pixac);
+
+    *ppixac = NULL;
+    return;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                          Pixacomp addition                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixacompAddPix()
+ *
+ * \param[in]    pixac
+ * \param[in]    pix        to be added
+ * \param[in]    comptype   IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The array is filled up to the (n-1)-th element, and this
+ *          converts the input pix to a pixc and adds it at
+ *          the n-th position.
+ *      (2) The pixc produced from the pix is owned by the pixac.
+ *          The input pix is not affected.
+ * 

+ */
+l_ok
+pixacompAddPix(PIXAC   *pixac,
+               PIX     *pix,
+               l_int32  comptype)
+{
+l_int32  cmapflag, format;
+PIXC    *pixc;
+
+    PROCNAME("pixacompAddPix");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return ERROR_INT("invalid format", procName, 1);
+
+    cmapflag = pixGetColormap(pix) ? 1 : 0;
+    pixcompDetermineFormat(comptype, pixGetDepth(pix), cmapflag, &format);
+    if ((pixc = pixcompCreateFromPix(pix, format)) == NULL)
+        return ERROR_INT("pixc not made", procName, 1);
+    pixacompAddPixcomp(pixac, pixc, L_INSERT);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompAddPixcomp()
+ *
+ * \param[in]    pixac
+ * \param[in]    pixc       to be added by insertion
+ * \param[in]    copyflag   L_INSERT, L_COPY
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Anything added to a pixac is owned by the pixac.
+ *          So do not L_INSERT a pixc that is owned by another pixac,
+ *          or destroy a pixc that has been L_INSERTed.
+ * 

+ */
+l_ok
+pixacompAddPixcomp(PIXAC   *pixac,
+                   PIXC    *pixc,
+                   l_int32  copyflag)
+{
+l_int32  n;
+
+    PROCNAME("pixacompAddPixcomp");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    if (!pixc)
+        return ERROR_INT("pixc not defined", procName, 1);
+    if (copyflag != L_INSERT && copyflag != L_COPY)
+        return ERROR_INT("invalid copyflag", procName, 1);
+
+    n = pixac->n;
+    if (n >= pixac->nalloc)
+        pixacompExtendArray(pixac);
+    if (copyflag == L_INSERT)
+        pixac->pixc[n] = pixc;
+    else  /* L_COPY */
+        pixac->pixc[n] = pixcompCopy(pixc);
+    pixac->n++;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompExtendArray()
+ *
+ * \param[in]    pixac
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) We extend the boxa array simultaneously.  This is
+ *          necessary in case we are NOT adding boxes simultaneously
+ *          with adding pixc.  We always want the sizes of the
+ *          pixac and boxa ptr arrays to be equal.
+ * 

+ */
+static l_int32
+pixacompExtendArray(PIXAC  *pixac)
+{
+    PROCNAME("pixacompExtendArray");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+
+    if ((pixac->pixc = (PIXC **)reallocNew((void **)&pixac->pixc,
+                            sizeof(PIXC *) * pixac->nalloc,
+                            2 * sizeof(PIXC *) * pixac->nalloc)) == NULL)
+        return ERROR_INT("new ptr array not returned", procName, 1);
+    pixac->nalloc = 2 * pixac->nalloc;
+    boxaExtendArray(pixac->boxa);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompReplacePix()
+ *
+ * \param[in]    pixac
+ * \param[in]    index      caller's view of index within pixac; includes offset
+ * \param[in]    pix        owned by the caller
+ * \param[in]    comptype   IFF_DEFAULT, IFF_TIFF_G4, IFF_PNG, IFF_JFIF_JPEG
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The %index includes the offset, which must be subtracted
+ *          to get the actual index into the ptr array.
+ *      (2) The input %pix is converted to a pixc, which is then inserted
+ *          into the pixac.
+ * 

+ */
+l_ok
+pixacompReplacePix(PIXAC   *pixac,
+                   l_int32  index,
+                   PIX     *pix,
+                   l_int32  comptype)
+{
+l_int32  n, aindex;
+PIXC    *pixc;
+
+    PROCNAME("pixacompReplacePix");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    n = pixacompGetCount(pixac);
+    aindex = index - pixac->offset;
+    if (aindex < 0 || aindex >= n)
+        return ERROR_INT("array index out of bounds", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (comptype != IFF_DEFAULT && comptype != IFF_TIFF_G4 &&
+        comptype != IFF_PNG && comptype != IFF_JFIF_JPEG)
+        return ERROR_INT("invalid format", procName, 1);
+
+    pixc = pixcompCreateFromPix(pix, comptype);
+    pixacompReplacePixcomp(pixac, index, pixc);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompReplacePixcomp()
+ *
+ * \param[in]    pixac
+ * \param[in]    index   caller's view of index within pixac; includes offset
+ * \param[in]    pixc    to replace existing one, which is destroyed
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The %index includes the offset, which must be subtracted
+ *          to get the actual index into the ptr array.
+ *      (2) The inserted %pixc is now owned by the pixac.  The caller
+ *          must not destroy it.
+ * 

+ */
+l_ok
+pixacompReplacePixcomp(PIXAC   *pixac,
+                       l_int32  index,
+                       PIXC    *pixc)
+{
+l_int32  n, aindex;
+PIXC    *pixct;
+
+    PROCNAME("pixacompReplacePixcomp");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    n = pixacompGetCount(pixac);
+    aindex = index - pixac->offset;
+    if (aindex < 0 || aindex >= n)
+        return ERROR_INT("array index out of bounds", procName, 1);
+    if (!pixc)
+        return ERROR_INT("pixc not defined", procName, 1);
+
+    pixct = pixacompGetPixcomp(pixac, index, L_NOCOPY);  /* use %index */
+    pixcompDestroy(&pixct);
+    pixac->pixc[aindex] = pixc;  /* replace; use array index */
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompAddBox()
+ *
+ * \param[in]    pixac
+ * \param[in]    box
+ * \param[in]    copyflag   L_INSERT, L_COPY
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixacompAddBox(PIXAC   *pixac,
+               BOX     *box,
+               l_int32  copyflag)
+{
+    PROCNAME("pixacompAddBox");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    if (copyflag != L_INSERT && copyflag != L_COPY)
+        return ERROR_INT("invalid copyflag", procName, 1);
+
+    boxaAddBox(pixac->boxa, box, copyflag);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Pixacomp accessors                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixacompGetCount()
+ *
+ * \param[in]    pixac
+ * \return  count, or 0 if no pixa
+ */
+l_int32
+pixacompGetCount(PIXAC  *pixac)
+{
+    PROCNAME("pixacompGetCount");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 0);
+
+    return pixac->n;
+}
+
+
+/*!
+ * \brief   pixacompGetPixcomp()
+ *
+ * \param[in]    pixac
+ * \param[in]    index      caller's view of index within pixac; includes offset
+ * \param[in]    copyflag   L_NOCOPY, L_COPY
+ * \return  pixc, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The %index includes the offset, which must be subtracted
+ *          to get the actual index into the ptr array.
+ *      (2) If copyflag == L_NOCOPY, the pixc is owned by %pixac; do
+ *          not destroy.
+ * 

+ */
+PIXC *
+pixacompGetPixcomp(PIXAC   *pixac,
+                   l_int32  index,
+                   l_int32  copyflag)
+{
+l_int32  aindex;
+
+    PROCNAME("pixacompGetPixcomp");
+
+    if (!pixac)
+        return (PIXC *)ERROR_PTR("pixac not defined", procName, NULL);
+    if (copyflag != L_NOCOPY && copyflag != L_COPY)
+        return (PIXC *)ERROR_PTR("invalid copyflag", procName, NULL);
+    aindex = index - pixac->offset;
+    if (aindex < 0 || aindex >= pixac->n)
+        return (PIXC *)ERROR_PTR("array index not valid", procName, NULL);
+
+    if (copyflag == L_NOCOPY)
+        return pixac->pixc[aindex];
+    else  /* L_COPY */
+        return pixcompCopy(pixac->pixc[aindex]);
+}
+
+
+/*!
+ * \brief   pixacompGetPix()
+ *
+ * \param[in]    pixac
+ * \param[in]    index   caller's view of index within pixac; includes offset
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The %index includes the offset, which must be subtracted
+ *          to get the actual index into the ptr array.
+ * 

+ */
+PIX *
+pixacompGetPix(PIXAC   *pixac,
+               l_int32  index)
+{
+l_int32  aindex;
+PIXC    *pixc;
+
+    PROCNAME("pixacompGetPix");
+
+    if (!pixac)
+        return (PIX *)ERROR_PTR("pixac not defined", procName, NULL);
+    aindex = index - pixac->offset;
+    if (aindex < 0 || aindex >= pixac->n)
+        return (PIX *)ERROR_PTR("array index not valid", procName, NULL);
+
+    pixc = pixacompGetPixcomp(pixac, index, L_NOCOPY);
+    return pixCreateFromPixcomp(pixc);
+}
+
+
+/*!
+ * \brief   pixacompGetPixDimensions()
+ *
+ * \param[in]    pixac
+ * \param[in]    index       caller's view of index within pixac;
+ *                           includes offset
+ * \param[out]   pw, ph, pd  [optional] each can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The %index includes the offset, which must be subtracted
+ *          to get the actual index into the ptr array.
+ * 

+ */
+l_ok
+pixacompGetPixDimensions(PIXAC    *pixac,
+                         l_int32   index,
+                         l_int32  *pw,
+                         l_int32  *ph,
+                         l_int32  *pd)
+{
+l_int32  aindex;
+PIXC    *pixc;
+
+    PROCNAME("pixacompGetPixDimensions");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    aindex = index - pixac->offset;
+    if (aindex < 0 || aindex >= pixac->n)
+        return ERROR_INT("array index not valid", procName, 1);
+
+    if ((pixc = pixac->pixc[aindex]) == NULL)
+        return ERROR_INT("pixc not found!", procName, 1);
+    pixcompGetDimensions(pixc, pw, ph, pd);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompGetBoxa()
+ *
+ * \param[in]    pixac
+ * \param[in]    accesstype   L_COPY, L_CLONE, L_COPY_CLONE
+ * \return  boxa, or NULL on error
+ */
+BOXA *
+pixacompGetBoxa(PIXAC   *pixac,
+                l_int32  accesstype)
+{
+    PROCNAME("pixacompGetBoxa");
+
+    if (!pixac)
+        return (BOXA *)ERROR_PTR("pixac not defined", procName, NULL);
+    if (!pixac->boxa)
+        return (BOXA *)ERROR_PTR("boxa not defined", procName, NULL);
+    if (accesstype != L_COPY && accesstype != L_CLONE &&
+        accesstype != L_COPY_CLONE)
+        return (BOXA *)ERROR_PTR("invalid accesstype", procName, NULL);
+
+    return boxaCopy(pixac->boxa, accesstype);
+}
+
+
+/*!
+ * \brief   pixacompGetBoxaCount()
+ *
+ * \param[in]    pixac
+ * \return  count, or 0 on error
+ */
+l_int32
+pixacompGetBoxaCount(PIXAC  *pixac)
+{
+    PROCNAME("pixacompGetBoxaCount");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 0);
+
+    return boxaGetCount(pixac->boxa);
+}
+
+
+/*!
+ * \brief   pixacompGetBox()
+ *
+ * \param[in]    pixac
+ * \param[in]    index        caller's view of index within pixac;
+ *                            includes offset
+ * \param[in]    accesstype   L_COPY or L_CLONE
+ * \return  box if null, not automatically an error, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The %index includes the offset, which must be subtracted
+ *          to get the actual index into the ptr array.
+ *      (2) There is always a boxa with a pixac, and it is initialized so
+ *          that each box ptr is NULL.
+ *      (3) In general, we expect that there is either a box associated
+ *          with each pixc, or no boxes at all in the boxa.
+ *      (4) Having no boxes is thus not an automatic error.  Whether it
+ *          is an actual error is determined by the calling program.
+ *          If the caller expects to get a box, it is an error; see, e.g.,
+ *          pixacGetBoxGeometry().
+ * 

+ */
+BOX *
+pixacompGetBox(PIXAC    *pixac,
+               l_int32   index,
+               l_int32   accesstype)
+{
+l_int32  aindex;
+BOX     *box;
+
+    PROCNAME("pixacompGetBox");
+
+    if (!pixac)
+        return (BOX *)ERROR_PTR("pixac not defined", procName, NULL);
+    if (!pixac->boxa)
+        return (BOX *)ERROR_PTR("boxa not defined", procName, NULL);
+    aindex = index - pixac->offset;
+    if (aindex < 0 || aindex >= pixac->boxa->n)
+        return (BOX *)ERROR_PTR("array index not valid", procName, NULL);
+    if (accesstype != L_COPY && accesstype != L_CLONE)
+        return (BOX *)ERROR_PTR("invalid accesstype", procName, NULL);
+
+    box = pixac->boxa->box[aindex];
+    if (box) {
+        if (accesstype == L_COPY)
+            return boxCopy(box);
+        else  /* accesstype == L_CLONE */
+            return boxClone(box);
+    } else {
+        return NULL;
+    }
+}
+
+
+/*!
+ * \brief   pixacompGetBoxGeometry()
+ *
+ * \param[in]    pixac
+ * \param[in]    index            caller's view of index within pixac;
+ *                                includes offset
+ * \param[out]   px, py, pw, ph   [optional] each can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The %index includes the offset, which must be subtracted
+ *          to get the actual index into the ptr array.
+ * 

+ */
+l_ok
+pixacompGetBoxGeometry(PIXAC    *pixac,
+                       l_int32   index,
+                       l_int32  *px,
+                       l_int32  *py,
+                       l_int32  *pw,
+                       l_int32  *ph)
+{
+l_int32  aindex;
+BOX     *box;
+
+    PROCNAME("pixacompGetBoxGeometry");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    aindex = index - pixac->offset;
+    if (aindex < 0 || aindex >= pixac->n)
+        return ERROR_INT("array index not valid", procName, 1);
+
+    if ((box = pixacompGetBox(pixac, aindex, L_CLONE)) == NULL)
+        return ERROR_INT("box not found!", procName, 1);
+    boxGetGeometry(box, px, py, pw, ph);
+    boxDestroy(&box);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompGetOffset()
+ *
+ * \param[in]    pixac
+ * \return  offset, or 0 on error
+ *
+ * 
+ * Notes:
+ *      (1) The offset is the difference between the caller's view of
+ *          the index into the array and the actual array index.
+ *          By default it is 0.
+ * 

+ */
+l_int32
+pixacompGetOffset(PIXAC   *pixac)
+{
+    PROCNAME("pixacompGetOffset");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 0);
+    return pixac->offset;
+}
+
+
+/*!
+ * \brief   pixacompSetOffset()
+ *
+ * \param[in]    pixac
+ * \param[in]    offset    non-negative
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The offset is the difference between the caller's view of
+ *          the index into the array and the actual array index.
+ *          By default it is 0.
+ * 

+ */
+l_ok
+pixacompSetOffset(PIXAC   *pixac,
+                  l_int32  offset)
+{
+    PROCNAME("pixacompSetOffset");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    pixac->offset = L_MAX(0, offset);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                      Pixacomp conversion to Pixa                    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaCreateFromPixacomp()
+ *
+ * \param[in]    pixac
+ * \param[in]    accesstype   L_COPY, L_CLONE, L_COPY_CLONE; for boxa
+ * \return  pixa if OK, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Because the pixa has no notion of offset, the offset must
+ *          be set to 0 before the conversion, so that pixacompGetPix()
+ *          fetches all the pixcomps.  It is reset at the end.
+ * 

+ */
+PIXA *
+pixaCreateFromPixacomp(PIXAC   *pixac,
+                       l_int32  accesstype)
+{
+l_int32  i, n, offset;
+PIX     *pix;
+PIXA    *pixa;
+
+    PROCNAME("pixaCreateFromPixacomp");
+
+    if (!pixac)
+        return (PIXA *)ERROR_PTR("pixac not defined", procName, NULL);
+    if (accesstype != L_COPY && accesstype != L_CLONE &&
+        accesstype != L_COPY_CLONE)
+        return (PIXA *)ERROR_PTR("invalid accesstype", procName, NULL);
+
+    n = pixacompGetCount(pixac);
+    offset = pixacompGetOffset(pixac);
+    pixacompSetOffset(pixac, 0);
+    if ((pixa = pixaCreate(n)) == NULL)
+        return (PIXA *)ERROR_PTR("pixa not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        if ((pix = pixacompGetPix(pixac, i)) == NULL) {
+            L_WARNING("pix %d not made\n", procName, i);
+            continue;
+        }
+        pixaAddPix(pixa, pix, L_INSERT);
+    }
+    if (pixa->boxa) {
+        boxaDestroy(&pixa->boxa);
+        pixa->boxa = pixacompGetBoxa(pixac, accesstype);
+    }
+    pixacompSetOffset(pixac, offset);
+
+    return pixa;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Combining pixacomp
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixacompJoin()
+ *
+ * \param[in]    pixacd    dest pixac; add to this one
+ * \param[in]    pixacs    [optional] source pixac; add from this one
+ * \param[in]    istart    starting index in pixacs
+ * \param[in]    iend      ending index in pixacs; use -1 to cat all
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This appends a clone of each indicated pixc in pixcas to pixcad
+ *      (2) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (3) iend < 0 means 'read to the end'
+ *      (4) If pixacs is NULL or contains no pixc, this is a no-op.
+ * 

+ */
+l_ok
+pixacompJoin(PIXAC   *pixacd,
+             PIXAC   *pixacs,
+             l_int32  istart,
+             l_int32  iend)
+{
+l_int32  i, n, nb;
+BOXA    *boxas, *boxad;
+PIXC    *pixc;
+
+    PROCNAME("pixacompJoin");
+
+    if (!pixacd)
+        return ERROR_INT("pixacd not defined", procName, 1);
+    if (!pixacs || ((n = pixacompGetCount(pixacs)) == 0))
+        return 0;
+
+    if (istart < 0)
+        istart = 0;
+    if (iend < 0 || iend >= n)
+        iend = n - 1;
+    if (istart > iend)
+        return ERROR_INT("istart > iend; nothing to add", procName, 1);
+
+    for (i = istart; i <= iend; i++) {
+        pixc = pixacompGetPixcomp(pixacs, i, L_NOCOPY);
+        pixacompAddPixcomp(pixacd, pixc, L_COPY);
+    }
+
+    boxas = pixacompGetBoxa(pixacs, L_CLONE);
+    boxad = pixacompGetBoxa(pixacd, L_CLONE);
+    nb = pixacompGetBoxaCount(pixacs);
+    iend = L_MIN(iend, nb - 1);
+    boxaJoin(boxad, boxas, istart, iend);
+    boxaDestroy(&boxas);  /* just the clones */
+    boxaDestroy(&boxad);  /* ditto */
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompInterleave()
+ *
+ * \param[in]    pixac1    first src pixac
+ * \param[in]    pixac2    second src pixac
+ * \return  pixacd  interleaved from sources, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) If the two pixac have different sizes, a warning is issued,
+ *          and the number of pairs returned is the minimum size.
+ * 

+ */
+PIXAC *
+pixacompInterleave(PIXAC   *pixac1,
+                   PIXAC   *pixac2)
+{
+l_int32  i, n1, n2, n, nb1, nb2;
+BOX     *box;
+PIXC    *pixc1, *pixc2;
+PIXAC   *pixacd;
+
+    PROCNAME("pixacompInterleave");
+
+    if (!pixac1)
+        return (PIXAC *)ERROR_PTR("pixac1 not defined", procName, NULL);
+    if (!pixac2)
+        return (PIXAC *)ERROR_PTR("pixac2 not defined", procName, NULL);
+    n1 = pixacompGetCount(pixac1);
+    n2 = pixacompGetCount(pixac2);
+    n = L_MIN(n1, n2);
+    if (n == 0)
+        return (PIXAC *)ERROR_PTR("at least one input pixac is empty",
+                                   procName, NULL);
+    if (n1 != n2)
+        L_WARNING("counts differ: %d != %d\n", procName, n1, n2);
+
+    pixacd = pixacompCreate(2 * n);
+    nb1 = pixacompGetBoxaCount(pixac1);
+    nb2 = pixacompGetBoxaCount(pixac2);
+    for (i = 0; i < n; i++) {
+        pixc1 = pixacompGetPixcomp(pixac1, i, L_COPY);
+        pixacompAddPixcomp(pixacd, pixc1, L_INSERT);
+        if (i < nb1) {
+            box = pixacompGetBox(pixac1, i, L_COPY);
+            pixacompAddBox(pixacd, box, L_INSERT);
+        }
+        pixc2 = pixacompGetPixcomp(pixac2, i, L_COPY);
+        pixacompAddPixcomp(pixacd, pixc2, L_INSERT);
+        if (i < nb2) {
+            box = pixacompGetBox(pixac2, i, L_COPY);
+            pixacompAddBox(pixacd, box, L_INSERT);
+        }
+    }
+
+    return pixacd;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Pixacomp serialized I/O                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixacompRead()
+ *
+ * \param[in]    filename
+ * \return  pixac, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Unlike the situation with serialized Pixa, where the image
+ *          data is stored in png format, the Pixacomp image data
+ *          can be stored in tiffg4, png and jpg formats.
+ * 

+ */
+PIXAC *
+pixacompRead(const char  *filename)
+{
+FILE   *fp;
+PIXAC  *pixac;
+
+    PROCNAME("pixacompRead");
+
+    if (!filename)
+        return (PIXAC *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (PIXAC *)ERROR_PTR("stream not opened", procName, NULL);
+    pixac = pixacompReadStream(fp);
+    fclose(fp);
+    if (!pixac)
+        return (PIXAC *)ERROR_PTR("pixac not read", procName, NULL);
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompReadStream()
+ *
+ * \param[in]    fp   file stream
+ * \return  pixac, or NULL on error
+ */
+PIXAC *
+pixacompReadStream(FILE  *fp)
+{
+char      buf[256];
+l_uint8  *data;
+l_int32   n, offset, i, w, h, d, ignore;
+l_int32   comptype, cmapflag, version, xres, yres;
+size_t    size;
+BOXA     *boxa;
+PIXC     *pixc;
+PIXAC    *pixac;
+
+    PROCNAME("pixacompReadStream");
+
+    if (!fp)
+        return (PIXAC *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if (fscanf(fp, "\nPixacomp Version %d\n", &version) != 1)
+        return (PIXAC *)ERROR_PTR("not a pixacomp file", procName, NULL);
+    if (version != PIXACOMP_VERSION_NUMBER)
+        return (PIXAC *)ERROR_PTR("invalid pixacomp version", procName, NULL);
+    if (fscanf(fp, "Number of pixcomp = %d\n", &n) != 1)
+        return (PIXAC *)ERROR_PTR("not a pixacomp file", procName, NULL);
+    if (fscanf(fp, "Offset of index into array = %d", &offset) != 1)
+        return (PIXAC *)ERROR_PTR("offset not read", procName, NULL);
+
+    if ((pixac = pixacompCreate(n)) == NULL)
+        return (PIXAC *)ERROR_PTR("pixac not made", procName, NULL);
+    if ((boxa = boxaReadStream(fp)) == NULL) {
+        pixacompDestroy(&pixac);
+        return (PIXAC *)ERROR_PTR("boxa not made", procName, NULL);
+    }
+    boxaDestroy(&pixac->boxa);  /* empty */
+    pixac->boxa = boxa;
+    pixacompSetOffset(pixac, offset);
+
+    for (i = 0; i < n; i++) {
+        if (fscanf(fp, "\nPixcomp[%d]: w = %d, h = %d, d = %d\n",
+                   &ignore, &w, &h, &d) != 4) {
+            pixacompDestroy(&pixac);
+            return (PIXAC *)ERROR_PTR("dimension reading", procName, NULL);
+        }
+        if (fscanf(fp, "  comptype = %d, size = %zu, cmapflag = %d\n",
+                   &comptype, &size, &cmapflag) != 3) {
+            pixacompDestroy(&pixac);
+            return (PIXAC *)ERROR_PTR("comptype/size reading", procName, NULL);
+        }
+        if (size > MaxDataSize) {
+            pixacompDestroy(&pixac);
+            L_ERROR("data size = %zu is too big", procName, size);
+            return NULL;
+        }
+
+           /* Use fgets() and sscanf(); not fscanf(), for the last
+             * bit of header data before the binary data.  The reason is
+             * that fscanf throws away white space, and if the binary data
+             * happens to begin with ascii character(s) that are white
+             * space, it will swallow them and all will be lost!  */
+        if (fgets(buf, sizeof(buf), fp) == NULL) {
+            pixacompDestroy(&pixac);
+            return (PIXAC *)ERROR_PTR("fgets read fail", procName, NULL);
+        }
+        if (sscanf(buf, "  xres = %d, yres = %d\n", &xres, &yres) != 2) {
+            pixacompDestroy(&pixac);
+            return (PIXAC *)ERROR_PTR("read fail for res", procName, NULL);
+        }
+        if ((data = (l_uint8 *)LEPT_CALLOC(1, size)) == NULL) {
+            pixacompDestroy(&pixac);
+            return (PIXAC *)ERROR_PTR("calloc fail for data", procName, NULL);
+        }
+        if (fread(data, 1, size, fp) != size) {
+            pixacompDestroy(&pixac);
+            LEPT_FREE(data);
+            return (PIXAC *)ERROR_PTR("error reading data", procName, NULL);
+        }
+        fgetc(fp);  /* swallow the ending nl */
+        pixc = (PIXC *)LEPT_CALLOC(1, sizeof(PIXC));
+        pixc->w = w;
+        pixc->h = h;
+        pixc->d = d;
+        pixc->xres = xres;
+        pixc->yres = yres;
+        pixc->comptype = comptype;
+        pixc->cmapflag = cmapflag;
+        pixc->data = data;
+        pixc->size = size;
+        pixacompAddPixcomp(pixac, pixc, L_INSERT);
+    }
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompReadMem()
+ *
+ * \param[in]    data     in pixacomp format
+ * \param[in]    size     of data
+ * \return  pixac, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Deseralizes a buffer of pixacomp data into a pixac in memory.
+ * 

+ */
+PIXAC *
+pixacompReadMem(const l_uint8  *data,
+                size_t          size)
+{
+FILE   *fp;
+PIXAC  *pixac;
+
+    PROCNAME("pixacompReadMem");
+
+    if (!data)
+        return (PIXAC *)ERROR_PTR("data not defined", procName, NULL);
+    if ((fp = fopenReadFromMemory(data, size)) == NULL)
+        return (PIXAC *)ERROR_PTR("stream not opened", procName, NULL);
+
+    pixac = pixacompReadStream(fp);
+    fclose(fp);
+    if (!pixac) L_ERROR("pixac not read\n", procName);
+    return pixac;
+}
+
+
+/*!
+ * \brief   pixacompWrite()
+ *
+ * \param[in]    filename
+ * \param[in]    pixac
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Unlike the situation with serialized Pixa, where the image
+ *          data is stored in png format, the Pixacomp image data
+ *          can be stored in tiffg4, png and jpg formats.
+ * 

+ */
+l_ok
+pixacompWrite(const char  *filename,
+              PIXAC       *pixac)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("pixacompWrite");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!pixac)
+        return ERROR_INT("pixacomp not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "wb")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = pixacompWriteStream(fp, pixac);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("pixacomp not written to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompWriteStream()
+ *
+ * \param[in]    fp     file stream
+ * \param[in]    pixac
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixacompWriteStream(FILE   *fp,
+                    PIXAC  *pixac)
+{
+l_int32  n, i;
+PIXC    *pixc;
+
+    PROCNAME("pixacompWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+
+    n = pixacompGetCount(pixac);
+    fprintf(fp, "\nPixacomp Version %d\n", PIXACOMP_VERSION_NUMBER);
+    fprintf(fp, "Number of pixcomp = %d\n", n);
+    fprintf(fp, "Offset of index into array = %d", pixac->offset);
+    boxaWriteStream(fp, pixac->boxa);
+    for (i = 0; i < n; i++) {
+        if ((pixc = pixacompGetPixcomp(pixac, pixac->offset + i, L_NOCOPY))
+                == NULL)
+            return ERROR_INT("pixc not found", procName, 1);
+        fprintf(fp, "\nPixcomp[%d]: w = %d, h = %d, d = %d\n",
+                i, pixc->w, pixc->h, pixc->d);
+        fprintf(fp, "  comptype = %d, size = %zu, cmapflag = %d\n",
+                pixc->comptype, pixc->size, pixc->cmapflag);
+        fprintf(fp, "  xres = %d, yres = %d\n", pixc->xres, pixc->yres);
+        fwrite(pixc->data, 1, pixc->size, fp);
+        fprintf(fp, "\n");
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompWriteMem()
+ *
+ * \param[out]   pdata   serialized data of pixac
+ * \param[out]   psize   size of serialized data
+ * \param[in]    pixac
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Serializes a pixac in memory and puts the result in a buffer.
+ * 

+ */
+l_ok
+pixacompWriteMem(l_uint8  **pdata,
+                 size_t    *psize,
+                 PIXAC     *pixac)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("pixacompWriteMem");
+
+    if (pdata) *pdata = NULL;
+    if (psize) *psize = 0;
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    if (!pixac)
+        return ERROR_INT("&pixac not defined", procName, 1);
+
+#if HAVE_FMEMOPEN
+    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = pixacompWriteStream(fp, pixac);
+#else
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #endif  /* _WIN32 */
+    ret = pixacompWriteStream(fp, pixac);
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+    fclose(fp);
+    return ret;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                         Conversion to pdf                          *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixacompConvertToPdf()
+ *
+ * \param[in]    pixac         containing images all at the same resolution
+ * \param[in]    res           override the resolution of each input image,
+ *                             in ppi; 0 to respect the resolution embedded
+ *                             in the input
+ * \param[in]    scalefactor   scaling factor applied to each image; > 0.0
+ * \param[in]    type          encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                             L_FLATE_ENCODE, L_JP2K_ENCODE, or
+ *                             L_DEFAULT_ENCODE for default)
+ * \param[in]    quality       used for JPEG only; 0 for default (75)
+ * \param[in]    title         [optional] pdf title
+ * \param[in]    fileout       pdf file of all images
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This follows closely the function pixaConvertToPdf() in pdfio.c.
+ *      (2) The images are encoded with G4 if 1 bpp; JPEG if 8 bpp without
+ *          colormap and many colors, or 32 bpp; FLATE for anything else.
+ *      (3) The scalefactor must be > 0.0; otherwise it is set to 1.0.
+ *      (4) Specifying one of the three encoding types for %type forces
+ *          all images to be compressed with that type.  Use 0 to have
+ *          the type determined for each image based on depth and whether
+ *          or not it has a colormap.
+ *      (5) If all images are jpeg compressed, don't require scaling
+ *          and have the same resolution, it is much faster to skip
+ *          transcoding with pixacompFastConvertToPdfData(), and then
+ *          write the data out to file.
+ * 

+ */
+l_ok
+pixacompConvertToPdf(PIXAC       *pixac,
+                     l_int32      res,
+                     l_float32    scalefactor,
+                     l_int32      type,
+                     l_int32      quality,
+                     const char  *title,
+                     const char  *fileout)
+{
+l_uint8  *data;
+l_int32   ret;
+size_t    nbytes;
+
+    PROCNAME("pixacompConvertToPdf");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+
+    ret = pixacompConvertToPdfData(pixac, res, scalefactor, type, quality,
+                                   title, &data, &nbytes);
+    if (ret) {
+        LEPT_FREE(data);
+        return ERROR_INT("conversion to pdf failed", procName, 1);
+    }
+
+    ret = l_binaryWrite(fileout, "w", data, nbytes);
+    LEPT_FREE(data);
+    if (ret)
+        L_ERROR("pdf data not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixacompConvertToPdfData()
+ *
+ * \param[in]    pixac         containing images all at the same resolution
+ * \param[in]    res           input resolution of all images
+ * \param[in]    scalefactor   scaling factor applied to each image; > 0.0
+ * \param[in]    type          encoding type (L_JPEG_ENCODE, L_G4_ENCODE,
+ *                             L_FLATE_ENCODE, L_JP2K_ENCODE, or
+ *                             L_DEFAULT_ENCODE for default)
+ * \param[in]    quality       used for JPEG only; 0 for default (75)
+ * \param[in]    title         [optional] pdf title
+ * \param[out]   pdata         output pdf data (of all images
+ * \param[out]   pnbytes       size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixacompConvertToPdf().
+ * 

+ */
+l_ok
+pixacompConvertToPdfData(PIXAC       *pixac,
+                         l_int32      res,
+                         l_float32    scalefactor,
+                         l_int32      type,
+                         l_int32      quality,
+                         const char  *title,
+                         l_uint8    **pdata,
+                         size_t      *pnbytes)
+{
+l_uint8  *imdata;
+l_int32   i, n, ret, scaledres, pagetype;
+size_t    imbytes;
+L_BYTEA  *ba;
+PIX      *pixs, *pix;
+L_PTRA   *pa_data;
+
+    PROCNAME("pixacompConvertToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+    if (scalefactor <= 0.0) scalefactor = 1.0;
+    if (type != L_DEFAULT_ENCODE && type != L_JPEG_ENCODE &&
+        type != L_G4_ENCODE && type != L_FLATE_ENCODE &&
+        type != L_JP2K_ENCODE) {
+        L_WARNING("invalid compression type; using per-page default\n",
+                  procName);
+        type = L_DEFAULT_ENCODE;
+    }
+
+        /* Generate all the encoded pdf strings */
+    n = pixacompGetCount(pixac);
+    pa_data = ptraCreate(n);
+    for (i = 0; i < n; i++) {
+        if ((pixs =
+             pixacompGetPix(pixac, pixacompGetOffset(pixac) + i)) == NULL) {
+            L_ERROR("pix[%d] not retrieved\n", procName, i);
+            continue;
+        }
+        if (pixGetWidth(pixs) == 1) {  /* used sometimes as placeholders */
+            L_INFO("placeholder image[%d] has w = 1\n", procName, i);
+            pixDestroy(&pixs);
+            continue;
+        }
+        if (scalefactor != 1.0)
+            pix = pixScale(pixs, scalefactor, scalefactor);
+        else
+            pix = pixClone(pixs);
+        pixDestroy(&pixs);
+        scaledres = (l_int32)(res * scalefactor);
+
+            /* Select the encoding type */
+        if (type != L_DEFAULT_ENCODE) {
+            pagetype = type;
+        } else if (selectDefaultPdfEncoding(pix, &pagetype) != 0) {
+            L_ERROR("encoding type selection failed for pix[%d]\n",
+                    procName, i);
+            pixDestroy(&pix);
+            continue;
+        }
+
+        ret = pixConvertToPdfData(pix, pagetype, quality, &imdata, &imbytes,
+                                  0, 0, scaledres, title, NULL, 0);
+        pixDestroy(&pix);
+        if (ret) {
+            L_ERROR("pdf encoding failed for pix[%d]\n", procName, i);
+            continue;
+        }
+        ba = l_byteaInitFromMem(imdata, imbytes);
+        LEPT_FREE(imdata);
+        ptraAdd(pa_data, ba);
+    }
+    ptraGetActualCount(pa_data, &n);
+    if (n == 0) {
+        L_ERROR("no pdf files made\n", procName);
+        ptraDestroy(&pa_data, FALSE, FALSE);
+        return 1;
+    }
+
+        /* Concatenate them */
+    ret = ptraConcatenatePdfToData(pa_data, NULL, pdata, pnbytes);
+
+    ptraGetActualCount(pa_data, &n);  /* recalculate in case it changes */
+    for (i = 0; i < n; i++) {
+        ba = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+        l_byteaDestroy(&ba);
+    }
+    ptraDestroy(&pa_data, FALSE, FALSE);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixacompFastConvertToPdfData()
+ *
+ * \param[in]    pixac     containing images all at the same resolution
+ * \param[in]    title     [optional] pdf title
+ * \param[out]   pdata     output pdf data (of all images
+ * \param[out]   pnbytes   size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates the pdf without transcoding if all the
+ *          images in %pixac are compressed with jpeg.
+ *          Images not jpeg compressed are skipped.
+ *      (2) It assumes all images have the same resolution, and that
+ *          the resolution embedded in each jpeg file is correct.
+ * 

+ */
+l_ok
+pixacompFastConvertToPdfData(PIXAC       *pixac,
+                             const char  *title,
+                             l_uint8    **pdata,
+                             size_t      *pnbytes)
+{
+l_uint8  *imdata;
+l_int32   i, n, ret, comptype;
+size_t    imbytes;
+L_BYTEA  *ba;
+PIXC     *pixc;
+L_PTRA   *pa_data;
+
+    PROCNAME("pixacompFastConvertToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+
+        /* Generate all the encoded pdf strings */
+    n = pixacompGetCount(pixac);
+    pa_data = ptraCreate(n);
+    for (i = 0; i < n; i++) {
+        if ((pixc = pixacompGetPixcomp(pixac, i, L_NOCOPY)) == NULL) {
+            L_ERROR("pixc[%d] not retrieved\n", procName, i);
+            continue;
+        }
+        pixcompGetParameters(pixc, NULL, NULL, &comptype, NULL);
+        if (comptype != IFF_JFIF_JPEG) {
+            L_ERROR("pixc[%d] not jpeg compressed\n", procName, i);
+            continue;
+        }
+        ret = pixcompFastConvertToPdfData(pixc, title, &imdata, &imbytes);
+        if (ret) {
+            L_ERROR("pdf encoding failed for pixc[%d]\n", procName, i);
+            continue;
+        }
+        ba = l_byteaInitFromMem(imdata, imbytes);
+        LEPT_FREE(imdata);
+        ptraAdd(pa_data, ba);
+    }
+    ptraGetActualCount(pa_data, &n);
+    if (n == 0) {
+        L_ERROR("no pdf files made\n", procName);
+        ptraDestroy(&pa_data, FALSE, FALSE);
+        return 1;
+    }
+
+        /* Concatenate them */
+    ret = ptraConcatenatePdfToData(pa_data, NULL, pdata, pnbytes);
+
+        /* Clean up */
+    ptraGetActualCount(pa_data, &n);  /* recalculate in case it changes */
+    for (i = 0; i < n; i++) {
+        ba = (L_BYTEA *)ptraRemove(pa_data, i, L_NO_COMPACTION);
+        l_byteaDestroy(&ba);
+    }
+    ptraDestroy(&pa_data, FALSE, FALSE);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixcompFastConvertToPdfData()
+ *
+ * \param[in]    pixc      containing images all at the same resolution
+ * \param[in]    title     [optional] pdf title
+ * \param[out]   pdata     output pdf data (of all images
+ * \param[out]   pnbytes   size of output pdf data
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates the pdf without transcoding.
+ *      (2) It assumes all images are jpeg encoded, have the same
+ *          resolution, and that the resolution embedded in each
+ *          jpeg file is correct.  (It is transferred to the pdf
+ *          via the cid.)
+ * 

+ */
+static l_int32
+pixcompFastConvertToPdfData(PIXC        *pixc,
+                            const char  *title,
+                            l_uint8    **pdata,
+                            size_t      *pnbytes)
+{
+l_uint8      *data;
+L_COMP_DATA  *cid;
+
+    PROCNAME("pixacompFastConvertToPdfData");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    *pdata = NULL;
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    if (!pixc)
+        return ERROR_INT("pixc not defined", procName, 1);
+
+        /* Make a copy of the data */
+    data = l_binaryCopy(pixc->data, pixc->size);
+    cid = l_generateJpegDataMem(data, pixc->size, 0);
+
+        /* Note: cid is destroyed, along with data, by this function */
+    return cidConvertToPdfData(cid, title, pdata, pnbytes);
+}
+
+
+/*--------------------------------------------------------------------*
+ *                        Output for debugging                        *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixacompWriteStreamInfo()
+ *
+ * \param[in]    fp      file stream
+ * \param[in]    pixac
+ * \param[in]    text    [optional] identifying string; can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixacompWriteStreamInfo(FILE        *fp,
+                        PIXAC       *pixac,
+                        const char  *text)
+{
+l_int32  i, n, nboxes;
+PIXC    *pixc;
+
+    PROCNAME("pixacompWriteStreamInfo");
+
+    if (!fp)
+        return ERROR_INT("fp not defined", procName, 1);
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+
+    if (text)
+        fprintf(fp, "Pixacomp Info for %s:\n", text);
+    else
+        fprintf(fp, "Pixacomp Info:\n");
+    n = pixacompGetCount(pixac);
+    nboxes = pixacompGetBoxaCount(pixac);
+    fprintf(fp, "Number of pixcomp: %d\n", n);
+    fprintf(fp, "Size of pixcomp array alloc: %d\n", pixac->nalloc);
+    fprintf(fp, "Offset of index into array: %d\n", pixac->offset);
+    if (nboxes  > 0)
+        fprintf(fp, "Boxa has %d boxes\n", nboxes);
+    else
+        fprintf(fp, "Boxa is empty\n");
+    for (i = 0; i < n; i++) {
+        pixc = pixacompGetPixcomp(pixac, pixac->offset + i, L_NOCOPY);
+        pixcompWriteStreamInfo(fp, pixc, NULL);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixcompWriteStreamInfo()
+ *
+ * \param[in]    fp     file stream
+ * \param[in]    pixc
+ * \param[in]    text   [optional] identifying string; can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixcompWriteStreamInfo(FILE        *fp,
+                       PIXC        *pixc,
+                       const char  *text)
+{
+    PROCNAME("pixcompWriteStreamInfo");
+
+    if (!fp)
+        return ERROR_INT("fp not defined", procName, 1);
+    if (!pixc)
+        return ERROR_INT("pixc not defined", procName, 1);
+
+    if (text)
+        fprintf(fp, "  Pixcomp Info for %s:", text);
+    else
+        fprintf(fp, "  Pixcomp Info:");
+    fprintf(fp, " width = %d, height = %d, depth = %d\n",
+            pixc->w, pixc->h, pixc->d);
+    fprintf(fp, "    xres = %d, yres = %d, size in bytes = %zu\n",
+            pixc->xres, pixc->yres, pixc->size);
+    if (pixc->cmapflag)
+        fprintf(fp, "    has colormap\n");
+    else
+        fprintf(fp, "    no colormap\n");
+    if (pixc->comptype < NumImageFileFormatExtensions) {
+        fprintf(fp, "    comptype = %s (%d)\n",
+                ImageFileFormatExtensions[pixc->comptype], pixc->comptype);
+    } else {
+        fprintf(fp, "    Error!! Invalid comptype index: %d\n", pixc->comptype);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixacompDisplayTiledAndScaled()
+ *
+ * \param[in]    pixac
+ * \param[in]    outdepth     output depth: 1, 8 or 32 bpp
+ * \param[in]    tilewidth    each pix is scaled to this width
+ * \param[in]    ncols        number of tiles in each row
+ * \param[in]    background   0 for white, 1 for black; this is the color
+ *                            of the spacing between the images
+ * \param[in]    spacing      between images, and on outside
+ * \param[in]    border       width of additional black border on each image;
+ *                            use 0 for no border
+ * \return  pix of tiled images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is the same function as pixaDisplayTiledAndScaled(),
+ *          except it works on a Pixacomp instead of a Pix.  It is particularly
+ *          useful for showing the images in a Pixacomp at reduced resolution.
+ *      (2) See pixaDisplayTiledAndScaled() for details.
+ * 

+ */
+PIX *
+pixacompDisplayTiledAndScaled(PIXAC   *pixac,
+                              l_int32  outdepth,
+                              l_int32  tilewidth,
+                              l_int32  ncols,
+                              l_int32  background,
+                              l_int32  spacing,
+                              l_int32  border)
+{
+PIX   *pixd;
+PIXA  *pixa;
+
+    PROCNAME("pixacompDisplayTiledAndScaled");
+
+    if (!pixac)
+        return (PIX *)ERROR_PTR("pixac not defined", procName, NULL);
+
+    if ((pixa = pixaCreateFromPixacomp(pixac, L_COPY)) == NULL)
+        return (PIX *)ERROR_PTR("pixa not made", procName, NULL);
+
+    pixd = pixaDisplayTiledAndScaled(pixa, outdepth, tilewidth, ncols,
+                                     background, spacing, border);
+    pixaDestroy(&pixa);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixacompWriteFiles()
+ *
+ * \param[in]    pixac
+ * \param[in]    subdir    subdirectory of /tmp
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixacompWriteFiles(PIXAC       *pixac,
+                   const char  *subdir)
+{
+char     buf[128];
+l_int32  i, n;
+PIXC    *pixc;
+
+    PROCNAME("pixacompWriteFiles");
+
+    if (!pixac)
+        return ERROR_INT("pixac not defined", procName, 1);
+
+    if (lept_mkdir(subdir) > 0)
+        return ERROR_INT("invalid subdir", procName, 1);
+
+    n = pixacompGetCount(pixac);
+    for (i = 0; i < n; i++) {
+        pixc = pixacompGetPixcomp(pixac, i, L_NOCOPY);
+        snprintf(buf, sizeof(buf), "/tmp/%s/%03d", subdir, i);
+        pixcompWriteFile(buf, pixc);
+    }
+    return 0;
+}
+
+extern const char *ImageFileFormatExtensions[];
+
+/*!
+ * \brief   pixcompWriteFile()
+ *
+ * \param[in]    rootname
+ * \param[in]    pixc
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The compressed data is written to file, and the filename is
+ *          generated by appending the format extension to %rootname.
+ * 

+ */
+l_ok
+pixcompWriteFile(const char  *rootname,
+                 PIXC        *pixc)
+{
+char   buf[128];
+
+    PROCNAME("pixcompWriteFile");
+
+    if (!pixc)
+        return ERROR_INT("pixc not defined", procName, 1);
+
+    snprintf(buf, sizeof(buf), "%s.%s", rootname,
+             ImageFileFormatExtensions[pixc->comptype]);
+    l_binaryWrite(buf, "w", pixc->data, pixc->size);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/pixconv.c b/3rdparty/hgOCR/leptonica/pixconv.c
new file mode 100644
index 00000000..38db0f06
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixconv.c
@@ -0,0 +1,4260 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pixconv.c
+ * 
+ *
+ *      These functions convert between images of different types
+ *      without scaling.
+ *
+ *      Conversion from 8 bpp grayscale to 1, 2, 4 and 8 bpp
+ *           PIX        *pixThreshold8()
+ *
+ *      Conversion from colormap to full color or grayscale
+ *           PIX        *pixRemoveColormapGeneral()
+ *           PIX        *pixRemoveColormap()
+ *
+ *      Add colormap losslessly (8 to 8)
+ *           l_int32     pixAddGrayColormap8()
+ *           PIX        *pixAddMinimalGrayColormap8()
+ *
+ *      Conversion from RGB color to grayscale
+ *           PIX        *pixConvertRGBToLuminance()
+ *           PIX        *pixConvertRGBToGray()
+ *           PIX        *pixConvertRGBToGrayFast()
+ *           PIX        *pixConvertRGBToGrayMinMax()
+ *           PIX        *pixConvertRGBToGraySatBoost()
+ *           PIX        *pixConvertRGBToGrayArb()
+ *           PIX        *pixConvertRGBToBinaryArb()
+ *
+ *      Conversion from grayscale to colormap
+ *           PIX        *pixConvertGrayToColormap()  -- 2, 4, 8 bpp
+ *           PIX        *pixConvertGrayToColormap8()  -- 8 bpp only
+ *
+ *      Colorizing conversion from grayscale to color
+ *           PIX        *pixColorizeGray()  -- 8 bpp or cmapped
+ *
+ *      Conversion from RGB color to colormap
+ *           PIX        *pixConvertRGBToColormap()
+ *
+ *      Conversion from colormap to 1 bpp
+ *           PIX        *pixConvertCmapTo1()
+ *
+ *      Quantization for relatively small number of colors in source
+ *           l_int32     pixQuantizeIfFewColors()
+ *
+ *      Conversion from 16 bpp to 8 bpp
+ *           PIX        *pixConvert16To8()
+ *
+ *      Conversion from grayscale to false color
+ *           PIX        *pixConvertGrayToFalseColor()
+ *
+ *      Unpacking conversion from 1 bpp to 2, 4, 8, 16 and 32 bpp
+ *           PIX        *pixUnpackBinary()
+ *           PIX        *pixConvert1To16()
+ *           PIX        *pixConvert1To32()
+ *
+ *      Unpacking conversion from 1 bpp to 2 bpp
+ *           PIX        *pixConvert1To2Cmap()
+ *           PIX        *pixConvert1To2()
+ *
+ *      Unpacking conversion from 1 bpp to 4 bpp
+ *           PIX        *pixConvert1To4Cmap()
+ *           PIX        *pixConvert1To4()
+ *
+ *      Unpacking conversion from 1, 2 and 4 bpp to 8 bpp
+ *           PIX        *pixConvert1To8()
+ *           PIX        *pixConvert2To8()
+ *           PIX        *pixConvert4To8()
+ *
+ *      Unpacking conversion from 8 bpp to 16 bpp
+ *           PIX        *pixConvert8To16()
+ *
+ *      Top-level conversion to 1 bpp
+ *           PIX        *pixConvertTo1Adaptive()
+ *           PIX        *pixConvertTo1()
+ *           PIX        *pixConvertTo1BySampling()
+ *
+ *      Top-level conversion to 2 bpp
+ *           PIX        *pixConvertTo2()
+ *           PIX        *pixConvert8To2()
+ *
+ *      Top-level conversion to 4 bpp
+ *           PIX        *pixConvertTo4()
+ *           PIX        *pixConvert8To4()
+ *
+ *      Top-level conversion to 8 bpp
+ *           PIX        *pixConvertTo8()
+ *           PIX        *pixConvertTo8BySampling()
+ *           PIX        *pixConvertTo8Colormap()
+ *
+ *      Top-level conversion to 16 bpp
+ *           PIX        *pixConvertTo16()
+ *
+ *      Top-level conversion to 32 bpp (RGB)
+ *           PIX        *pixConvertTo32()   ***
+ *           PIX        *pixConvertTo32BySampling()   ***
+ *           PIX        *pixConvert8To32()  ***
+ *
+ *      Top-level conversion to 8 or 32 bpp, without colormap
+ *           PIX        *pixConvertTo8Or32
+ *
+ *      Conversion between 24 bpp and 32 bpp rgb
+ *           PIX        *pixConvert24To32()
+ *           PIX        *pixConvert32To24()
+ *
+ *      Conversion between 32 bpp (1 spp) and 16 or 8 bpp
+ *           PIX        *pixConvert32To16()
+ *           PIX        *pixConvert32To8()
+ *
+ *      Removal of alpha component by blending with white background
+ *           PIX        *pixRemoveAlpha()
+ *
+ *      Addition of alpha component to 1 bpp
+ *           PIX        *pixAddAlphaTo1bpp()
+ *
+ *      Lossless depth conversion (unpacking)
+ *           PIX        *pixConvertLossless()
+ *
+ *      Conversion for printing in PostScript
+ *           PIX        *pixConvertForPSWrap()
+ *
+ *      Scaling conversion to subpixel RGB
+ *           PIX        *pixConvertToSubpixelRGB()
+ *           PIX        *pixConvertGrayToSubpixelRGB()
+ *           PIX        *pixConvertColorToSubpixelRGB()
+ *
+ *      Setting neutral point for min/max boost conversion to gray
+ *          void         l_setNeutralBoostVal()
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+/* ------- Set neutral point for min/max boost conversion to gray ------ */
+   /* Call l_setNeutralBoostVal() to change this */
+static l_int32  var_NEUTRAL_BOOST_VAL = 180;
+
+
+#ifndef  NO_CONSOLE_IO
+#define DEBUG_CONVERT_TO_COLORMAP  0
+#define DEBUG_UNROLLING 0
+#endif   /* ~NO_CONSOLE_IO */
+
+
+/*-------------------------------------------------------------*
+ *     Conversion from 8 bpp grayscale to 1, 2 4 and 8 bpp     *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixThreshold8()
+ *
+ * \param[in]    pixs       8 bpp grayscale
+ * \param[in]    d          destination depth: 1, 2, 4 or 8
+ * \param[in]    nlevels    number of levels to be used for colormap
+ * \param[in]    cmapflag   1 if makes colormap; 0 otherwise
+ * \return  pixd thresholded with standard dest thresholds,
+ *              or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses, by default, equally spaced "target" values
+ *          that depend on the number of levels, with thresholds
+ *          halfway between.  For N levels, with separation (N-1)/255,
+ *          there are N-1 fixed thresholds.
+ *      (2) For 1 bpp destination, the number of levels can only be 2
+ *          and if a cmap is made, black is (0,0,0) and white
+ *          is (255,255,255), which is opposite to the convention
+ *          without a colormap.
+ *      (3) For 1, 2 and 4 bpp, the nlevels arg is used if a colormap
+ *          is made; otherwise, we take the most significant bits
+ *          from the src that will fit in the dest.
+ *      (4) For 8 bpp, the input pixs is quantized to nlevels.  The
+ *          dest quantized with that mapping, either through a colormap
+ *          table or directly with 8 bit values.
+ *      (5) Typically you should not use make a colormap for 1 bpp dest.
+ *      (6) This is not dithering.  Each pixel is treated independently.
+ * 

+ */
+PIX *
+pixThreshold8(PIX     *pixs,
+              l_int32  d,
+              l_int32  nlevels,
+              l_int32  cmapflag)
+{
+PIX       *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixThreshold8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+    if (cmapflag && nlevels < 2)
+        return (PIX *)ERROR_PTR("nlevels must be at least 2", procName, NULL);
+
+    switch (d) {
+    case 1:
+        pixd = pixThresholdToBinary(pixs, 128);
+        if (cmapflag) {
+            cmap = pixcmapCreateLinear(1, 2);
+            pixSetColormap(pixd, cmap);
+        }
+        break;
+    case 2:
+        pixd = pixThresholdTo2bpp(pixs, nlevels, cmapflag);
+        break;
+    case 4:
+        pixd = pixThresholdTo4bpp(pixs, nlevels, cmapflag);
+        break;
+    case 8:
+        pixd = pixThresholdOn8bpp(pixs, nlevels, cmapflag);
+        break;
+    default:
+        return (PIX *)ERROR_PTR("d must be in {1,2,4,8}", procName, NULL);
+    }
+
+    if (!pixd)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *               Conversion from colormapped pix               *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixRemoveColormapGeneral()
+ *
+ * \param[in]    pixs      any depth, with or without colormap
+ * \param[in]    type      REMOVE_CMAP_TO_BINARY,
+ *                         REMOVE_CMAP_TO_GRAYSCALE,
+ *                         REMOVE_CMAP_TO_FULL_COLOR,
+ *                         REMOVE_CMAP_WITH_ALPHA,
+ *                         REMOVE_CMAP_BASED_ON_SRC
+ * \param[in]    ifnocmap  L_CLONE, L_COPY
+ * \return  pixd always a new pix; without colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Convenience function that allows choice between returning
+ *          a clone or a copy if pixs does not have a colormap.
+ *      (2) See pixRemoveColormap().
+ * 

+ */
+PIX *
+pixRemoveColormapGeneral(PIX     *pixs,
+                         l_int32  type,
+                         l_int32  ifnocmap)
+{
+    PROCNAME("pixRemoveColormapGeneral");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (ifnocmap != L_CLONE && ifnocmap != L_COPY)
+        return (PIX *)ERROR_PTR("invalid value for ifnocmap", procName, NULL);
+
+    if (pixGetColormap(pixs))
+        return pixRemoveColormap(pixs, type);
+
+    if (ifnocmap == L_CLONE)
+        return pixClone(pixs);
+    else
+        return pixCopy(NULL, pixs);
+}
+
+
+/*!
+ * \brief   pixRemoveColormap()
+ *
+ * \param[in]    pixs   see restrictions below
+ * \param[in]    type   REMOVE_CMAP_TO_BINARY,
+ *                      REMOVE_CMAP_TO_GRAYSCALE,
+ *                      REMOVE_CMAP_TO_FULL_COLOR,
+ *                      REMOVE_CMAP_WITH_ALPHA,
+ *                      REMOVE_CMAP_BASED_ON_SRC
+ * \return  pixd without colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs does not have a colormap, a clone is returned.
+ *      (2) Otherwise, the input pixs is restricted to 1, 2, 4 or 8 bpp.
+ *      (3) Use REMOVE_CMAP_TO_BINARY only on 1 bpp pix.
+ *      (4) For grayscale conversion from RGB, use a weighted average
+ *          of RGB values, and always return an 8 bpp pix, regardless
+ *          of whether the input pixs depth is 2, 4 or 8 bpp.
+ *      (5) REMOVE_CMAP_TO_FULL_COLOR ignores the alpha component and
+ *          returns a 32 bpp pix with spp == 3 and the alpha bytes are 0.
+ *      (6) For REMOVE_CMAP_BASED_ON_SRC, if there is no color, this
+ *          returns either a 1 bpp or 8 bpp grayscale pix.
+ *          If there is color, this returns a 32 bpp pix, with either:
+ *           * 3 spp, if the alpha values are all 255 (opaque), or
+ *           * 4 spp (preserving the alpha), if any alpha values are not 255.
+ * 

+ */
+PIX *
+pixRemoveColormap(PIX     *pixs,
+                  l_int32  type)
+{
+l_int32    sval, rval, gval, bval, val0, val1;
+l_int32    i, j, k, w, h, d, wpls, wpld, ncolors, nalloc, count;
+l_int32    opaque, colorfound, blackwhite;
+l_int32   *rmap, *gmap, *bmap, *amap;
+l_uint32  *datas, *lines, *datad, *lined, *lut, *graymap;
+l_uint32   sword, dword;
+PIXCMAP   *cmap;
+PIX       *pixd;
+
+    PROCNAME("pixRemoveColormap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return pixClone(pixs);
+    if (type != REMOVE_CMAP_TO_BINARY &&
+        type != REMOVE_CMAP_TO_GRAYSCALE &&
+        type != REMOVE_CMAP_TO_FULL_COLOR &&
+        type != REMOVE_CMAP_WITH_ALPHA &&
+        type != REMOVE_CMAP_BASED_ON_SRC) {
+        L_WARNING("Invalid type; converting based on src\n", procName);
+        type = REMOVE_CMAP_BASED_ON_SRC;
+    }
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8)
+        return (PIX *)ERROR_PTR("pixs must be {1,2,4,8} bpp", procName, NULL);
+
+    ncolors = pixcmapGetCount(cmap);
+    nalloc = 1 << d;  /* allocate for max size in case of pixel corruption */
+    if (ncolors > nalloc)
+        return (PIX *)ERROR_PTR("too many colors for pixel depth",
+                                procName, NULL);
+
+    if (pixcmapToArrays(cmap, &rmap, &gmap, &bmap, &amap))
+        return (PIX *)ERROR_PTR("colormap arrays not made", procName, NULL);
+
+    if (d != 1 && type == REMOVE_CMAP_TO_BINARY) {
+        L_WARNING("not 1 bpp; can't remove cmap to binary\n", procName);
+        type = REMOVE_CMAP_BASED_ON_SRC;
+    }
+
+        /* Select output type depending on colormap content */
+    if (type == REMOVE_CMAP_BASED_ON_SRC) {
+        pixcmapIsOpaque(cmap, &opaque);
+        pixcmapHasColor(cmap, &colorfound);
+        pixcmapIsBlackAndWhite(cmap, &blackwhite);
+        if (!opaque) {  /* save the alpha */
+            type = REMOVE_CMAP_WITH_ALPHA;
+        } else if (colorfound) {
+            type = REMOVE_CMAP_TO_FULL_COLOR;
+        } else {  /* opaque and no color */
+            if (d == 1 && blackwhite)  /* can binarize without loss */
+                type = REMOVE_CMAP_TO_BINARY;
+            else
+                type = REMOVE_CMAP_TO_GRAYSCALE;
+        }
+    }
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if (type == REMOVE_CMAP_TO_BINARY) {
+        if ((pixd = pixCopy(NULL, pixs)) == NULL) {
+            L_ERROR("pixd not made\n", procName);
+            goto cleanup_arrays;
+        }
+        pixcmapGetColor(cmap, 0, &rval, &gval, &bval);
+        val0 = rval + gval + bval;
+        pixcmapGetColor(cmap, 1, &rval, &gval, &bval);
+        val1 = rval + gval + bval;
+        if (val0 < val1)  /* photometrically inverted from standard */
+            pixInvert(pixd, pixd);
+        pixDestroyColormap(pixd);
+    } else if (type == REMOVE_CMAP_TO_GRAYSCALE) {
+        if ((pixd = pixCreate(w, h, 8)) == NULL) {
+            L_ERROR("pixd not made\n", procName);
+            goto cleanup_arrays;
+        }
+        pixCopyResolution(pixd, pixs);
+        pixCopyInputFormat(pixd, pixs);
+        datad = pixGetData(pixd);
+        wpld = pixGetWpl(pixd);
+        graymap = (l_uint32 *)LEPT_CALLOC(nalloc, sizeof(l_uint32));
+        for (i = 0; i < ncolors; i++) {
+            graymap[i] = (l_uint32)(L_RED_WEIGHT * rmap[i] +
+                                    L_GREEN_WEIGHT * gmap[i] +
+                                    L_BLUE_WEIGHT * bmap[i] + 0.5);
+        }
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            switch (d)   /* depth test above; no default permitted */
+            {
+                case 8:
+                        /* Unrolled 4x */
+                    for (j = 0, count = 0; j + 3 < w; j += 4, count++) {
+                        sword = lines[count];
+                        dword = (graymap[(sword >> 24) & 0xff] << 24) |
+                            (graymap[(sword >> 16) & 0xff] << 16) |
+                            (graymap[(sword >> 8) & 0xff] << 8) |
+                            graymap[sword & 0xff];
+                        lined[count] = dword;
+                    }
+                        /* Cleanup partial word */
+                    for (; j < w; j++) {
+                        sval = GET_DATA_BYTE(lines, j);
+                        gval = graymap[sval];
+                        SET_DATA_BYTE(lined, j, gval);
+                    }
+#if DEBUG_UNROLLING
+#define CHECK_VALUE(a, b, c) if (GET_DATA_BYTE(a, b) != c) { \
+    fprintf(stderr, "Error: mismatch at %d, %d vs %d\n", \
+            j, GET_DATA_BYTE(a, b), c); }
+                    for (j = 0; j < w; j++) {
+                        sval = GET_DATA_BYTE(lines, j);
+                        gval = graymap[sval];
+                        CHECK_VALUE(lined, j, gval);
+                    }
+#endif
+                    break;
+                case 4:
+                        /* Unrolled 8x */
+                    for (j = 0, count = 0; j + 7 < w; j += 8, count++) {
+                        sword = lines[count];
+                        dword = (graymap[(sword >> 28) & 0xf] << 24) |
+                            (graymap[(sword >> 24) & 0xf] << 16) |
+                            (graymap[(sword >> 20) & 0xf] << 8) |
+                            graymap[(sword >> 16) & 0xf];
+                        lined[2 * count] = dword;
+                        dword = (graymap[(sword >> 12) & 0xf] << 24) |
+                            (graymap[(sword >> 8) & 0xf] << 16) |
+                            (graymap[(sword >> 4) & 0xf] << 8) |
+                            graymap[sword & 0xf];
+                        lined[2 * count + 1] = dword;
+                    }
+                        /* Cleanup partial word */
+                    for (; j < w; j++) {
+                        sval = GET_DATA_QBIT(lines, j);
+                        gval = graymap[sval];
+                        SET_DATA_BYTE(lined, j, gval);
+                    }
+#if DEBUG_UNROLLING
+                    for (j = 0; j < w; j++) {
+                        sval = GET_DATA_QBIT(lines, j);
+                        gval = graymap[sval];
+                        CHECK_VALUE(lined, j, gval);
+                    }
+#endif
+                    break;
+                case 2:
+                        /* Unrolled 16x */
+                    for (j = 0, count = 0; j + 15 < w; j += 16, count++) {
+                        sword = lines[count];
+                        dword = (graymap[(sword >> 30) & 0x3] << 24) |
+                            (graymap[(sword >> 28) & 0x3] << 16) |
+                            (graymap[(sword >> 26) & 0x3] << 8) |
+                            graymap[(sword >> 24) & 0x3];
+                        lined[4 * count] = dword;
+                        dword = (graymap[(sword >> 22) & 0x3] << 24) |
+                            (graymap[(sword >> 20) & 0x3] << 16) |
+                            (graymap[(sword >> 18) & 0x3] << 8) |
+                            graymap[(sword >> 16) & 0x3];
+                        lined[4 * count + 1] = dword;
+                        dword = (graymap[(sword >> 14) & 0x3] << 24) |
+                            (graymap[(sword >> 12) & 0x3] << 16) |
+                            (graymap[(sword >> 10) & 0x3] << 8) |
+                            graymap[(sword >> 8) & 0x3];
+                        lined[4 * count + 2] = dword;
+                        dword = (graymap[(sword >> 6) & 0x3] << 24) |
+                            (graymap[(sword >> 4) & 0x3] << 16) |
+                            (graymap[(sword >> 2) & 0x3] << 8) |
+                            graymap[sword & 0x3];
+                        lined[4 * count + 3] = dword;
+                    }
+                        /* Cleanup partial word */
+                    for (; j < w; j++) {
+                        sval = GET_DATA_DIBIT(lines, j);
+                        gval = graymap[sval];
+                        SET_DATA_BYTE(lined, j, gval);
+                    }
+#if DEBUG_UNROLLING
+                    for (j = 0; j < w; j++) {
+                        sval = GET_DATA_DIBIT(lines, j);
+                        gval = graymap[sval];
+                        CHECK_VALUE(lined, j, gval);
+                    }
+#endif
+                    break;
+                case 1:
+                        /* Unrolled 8x */
+                    for (j = 0, count = 0; j + 31 < w; j += 32, count++) {
+                        sword = lines[count];
+                        for (k = 0; k < 4; k++) {
+                                /* The top byte is always the relevant one */
+                            dword = (graymap[(sword >> 31) & 0x1] << 24) |
+                                (graymap[(sword >> 30) & 0x1] << 16) |
+                                (graymap[(sword >> 29) & 0x1] << 8) |
+                                graymap[(sword >> 28) & 0x1];
+                            lined[8 * count + 2 * k] = dword;
+                            dword = (graymap[(sword >> 27) & 0x1] << 24) |
+                                (graymap[(sword >> 26) & 0x1] << 16) |
+                                (graymap[(sword >> 25) & 0x1] << 8) |
+                                graymap[(sword >> 24) & 0x1];
+                            lined[8 * count + 2 * k + 1] = dword;
+                            sword <<= 8;  /* Move up the next byte */
+                        }
+                    }
+                        /* Cleanup partial word */
+                    for (; j < w; j++) {
+                        sval = GET_DATA_BIT(lines, j);
+                        gval = graymap[sval];
+                        SET_DATA_BYTE(lined, j, gval);
+                    }
+#if DEBUG_UNROLLING
+                    for (j = 0; j < w; j++) {
+                        sval = GET_DATA_BIT(lines, j);
+                        gval = graymap[sval];
+                        CHECK_VALUE(lined, j, gval);
+                    }
+#undef CHECK_VALUE
+#endif
+                    break;
+                default:
+                    return NULL;
+            }
+        }
+        if (graymap)
+            LEPT_FREE(graymap);
+    } else {  /* type == REMOVE_CMAP_TO_FULL_COLOR or REMOVE_CMAP_WITH_ALPHA */
+        if ((pixd = pixCreate(w, h, 32)) == NULL) {
+            L_ERROR("pixd not made\n", procName);
+            goto cleanup_arrays;
+        }
+        pixCopyInputFormat(pixd, pixs);
+        pixCopyResolution(pixd, pixs);
+        if (type == REMOVE_CMAP_WITH_ALPHA)
+            pixSetSpp(pixd, 4);
+        datad = pixGetData(pixd);
+        wpld = pixGetWpl(pixd);
+        lut = (l_uint32 *)LEPT_CALLOC(nalloc, sizeof(l_uint32));
+        for (i = 0; i < ncolors; i++) {
+            if (type == REMOVE_CMAP_TO_FULL_COLOR)
+                composeRGBPixel(rmap[i], gmap[i], bmap[i], lut + i);
+            else  /* full color plus alpha */
+                composeRGBAPixel(rmap[i], gmap[i], bmap[i], amap[i], lut + i);
+        }
+
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                if (d == 8)
+                    sval = GET_DATA_BYTE(lines, j);
+                else if (d == 4)
+                    sval = GET_DATA_QBIT(lines, j);
+                else if (d == 2)
+                    sval = GET_DATA_DIBIT(lines, j);
+                else  /* (d == 1) */
+                    sval = GET_DATA_BIT(lines, j);
+                if (sval >= ncolors)
+                    L_WARNING("pixel value out of bounds\n", procName);
+                else
+                    lined[j] = lut[sval];
+            }
+        }
+        LEPT_FREE(lut);
+    }
+
+cleanup_arrays:
+    LEPT_FREE(rmap);
+    LEPT_FREE(gmap);
+    LEPT_FREE(bmap);
+    LEPT_FREE(amap);
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *              Add colormap losslessly (8 to 8)               *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixAddGrayColormap8()
+ *
+ * \param[in]    pixs   8 bpp
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs has a colormap, this is a no-op.
+ * 

+ */
+l_ok
+pixAddGrayColormap8(PIX  *pixs)
+{
+PIXCMAP  *cmap;
+
+    PROCNAME("pixAddGrayColormap8");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (pixGetColormap(pixs))
+        return 0;
+
+    cmap = pixcmapCreateLinear(8, 256);
+    pixSetColormap(pixs, cmap);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixAddMinimalGrayColormap8()
+ *
+ * \param[in]    pixs   8 bpp
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a colormapped version of the input image
+ *          that has the same number of colormap entries as the
+ *          input image has unique gray levels.
+ * 

+ */
+PIX *
+pixAddMinimalGrayColormap8(PIX  *pixs)
+{
+l_int32    ncolors, w, h, i, j, wpl1, wpld, index, val;
+l_int32   *inta, *revmap;
+l_uint32  *data1, *datad, *line1, *lined;
+PIX       *pix1, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixAddMinimalGrayColormap8");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL);
+
+        /* Eliminate the easy cases */
+    pixNumColors(pixs, 1, &ncolors);
+    cmap = pixGetColormap(pixs);
+    if (cmap) {
+        if (pixcmapGetCount(cmap) == ncolors)  /* irreducible */
+            return pixCopy(NULL, pixs);
+        else
+            pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    } else {
+        if (ncolors == 256) {
+            pix1 = pixCopy(NULL, pixs);
+            pixAddGrayColormap8(pix1);
+            return pix1;
+        }
+        pix1 = pixClone(pixs);
+    }
+
+        /* Find the gray levels and make a reverse map */
+    pixGetDimensions(pix1, &w, &h, NULL);
+    data1 = pixGetData(pix1);
+    wpl1 = pixGetWpl(pix1);
+    inta = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    for (i = 0; i < h; i++) {
+        line1 = data1 + i * wpl1;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(line1, j);
+            inta[val] = 1;
+        }
+    }
+    cmap = pixcmapCreate(8);
+    revmap = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    for (i = 0, index = 0; i < 256; i++) {
+        if (inta[i]) {
+            pixcmapAddColor(cmap, i, i, i);
+            revmap[i] = index++;
+        }
+    }
+
+        /* Set all pixels in pixd to the colormap index */
+    pixd = pixCreateTemplate(pix1);
+    pixSetColormap(pixd, cmap);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        line1 = data1 + i * wpl1;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(line1, j);
+            SET_DATA_BYTE(lined, j, revmap[val]);
+        }
+    }
+
+    pixDestroy(&pix1);
+    LEPT_FREE(inta);
+    LEPT_FREE(revmap);
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *            Conversion from RGB color to grayscale           *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertRGBToLuminance()
+ *
+ * \param[in]    pixs   32 bpp RGB
+ * \return  8 bpp pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use a standard luminance conversion.
+ * 

+ */
+PIX *
+pixConvertRGBToLuminance(PIX *pixs)
+{
+  return pixConvertRGBToGray(pixs, 0.0, 0.0, 0.0);
+}
+
+
+/*!
+ * \brief   pixConvertRGBToGray()
+ *
+ * \param[in]    pixs           32 bpp RGB
+ * \param[in]    rwt, gwt, bwt  non-negative; these should add to 1.0,
+ *                              or use 0.0 for default
+ * \return  8 bpp pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use a weighted average of the RGB values.
+ * 

+ */
+PIX *
+pixConvertRGBToGray(PIX       *pixs,
+                    l_float32  rwt,
+                    l_float32  gwt,
+                    l_float32  bwt)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32   word;
+l_uint32  *datas, *lines, *datad, *lined;
+l_float32  sum;
+PIX       *pixd;
+
+    PROCNAME("pixConvertRGBToGray");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (rwt < 0.0 || gwt < 0.0 || bwt < 0.0)
+        return (PIX *)ERROR_PTR("weights not all >= 0.0", procName, NULL);
+
+        /* Make sure the sum of weights is 1.0; otherwise, you can get
+         * overflow in the gray value. */
+    if (rwt == 0.0 && gwt == 0.0 && bwt == 0.0) {
+        rwt = L_RED_WEIGHT;
+        gwt = L_GREEN_WEIGHT;
+        bwt = L_BLUE_WEIGHT;
+    }
+    sum = rwt + gwt + bwt;
+    if (L_ABS(sum - 1.0) > 0.0001) {  /* maintain ratios with sum == 1.0 */
+        L_WARNING("weights don't sum to 1; maintaining ratios\n", procName);
+        rwt = rwt / sum;
+        gwt = gwt / sum;
+        bwt = bwt / sum;
+    }
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            word = *(lines + j);
+            val = (l_int32)(rwt * ((word >> L_RED_SHIFT) & 0xff) +
+                            gwt * ((word >> L_GREEN_SHIFT) & 0xff) +
+                            bwt * ((word >> L_BLUE_SHIFT) & 0xff) + 0.5);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertRGBToGrayFast()
+ *
+ * \param[in]    pixs    32 bpp RGB
+ * \return  8 bpp pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function should be used if speed of conversion
+ *          is paramount, and the green channel can be used as
+ *          a fair representative of the RGB intensity.  It is
+ *          several times faster than pixConvertRGBToGray().
+ *      (2) To combine RGB to gray conversion with subsampling,
+ *          use pixScaleRGBToGrayFast() instead.
+ * 

+ */
+PIX *
+pixConvertRGBToGrayFast(PIX  *pixs)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32  *datas, *lines, *datad, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixConvertRGBToGrayFast");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++, lines++) {
+            val = ((*lines) >> L_GREEN_SHIFT) & 0xff;
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertRGBToGrayMinMax()
+ *
+ * \param[in]    pixs   32 bpp RGB
+ * \param[in]    type   L_CHOOSE_MIN, L_CHOOSE_MAX, L_CHOOSE_MAXDIFF,
+ *                      L_CHOOSE_MIN_BOOST, L_CHOOSE_MAX_BOOST
+ * \return  8 bpp pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This chooses various components or combinations of them,
+ *          from the three RGB sample values.  In addition to choosing
+ *          the min, max, and maxdiff (difference between max and min),
+ *          this also allows boosting the min and max about a reference
+ *          value.
+ *      (2) The default reference value for boosting the min and max
+ *          is 200.  This can be changed with l_setNeutralBoostVal()
+ * 

+ */
+PIX *
+pixConvertRGBToGrayMinMax(PIX     *pixs,
+                          l_int32  type)
+{
+l_int32    i, j, w, h, wpls, wpld, rval, gval, bval, val, minval, maxval;
+l_uint32  *datas, *lines, *datad, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixConvertRGBToGrayMinMax");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (type != L_CHOOSE_MIN && type != L_CHOOSE_MAX &&
+        type != L_CHOOSE_MAXDIFF && type != L_CHOOSE_MIN_BOOST &&
+        type != L_CHOOSE_MAX_BOOST)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            extractRGBValues(lines[j], &rval, &gval, &bval);
+            if (type == L_CHOOSE_MIN || type == L_CHOOSE_MIN_BOOST) {
+                val = L_MIN(rval, gval);
+                val = L_MIN(val, bval);
+                if (type == L_CHOOSE_MIN_BOOST)
+                    val = L_MIN(255, (val * val) / var_NEUTRAL_BOOST_VAL);
+            } else if (type == L_CHOOSE_MAX || type == L_CHOOSE_MAX_BOOST) {
+                val = L_MAX(rval, gval);
+                val = L_MAX(val, bval);
+                if (type == L_CHOOSE_MAX_BOOST)
+                    val = L_MIN(255, (val * val) / var_NEUTRAL_BOOST_VAL);
+            } else {  /* L_CHOOSE_MAXDIFF */
+                minval = L_MIN(rval, gval);
+                minval = L_MIN(minval, bval);
+                maxval = L_MAX(rval, gval);
+                maxval = L_MAX(maxval, bval);
+                val = maxval - minval;
+            }
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertRGBToGraySatBoost()
+ *
+ * \param[in]    pixs    32 bpp rgb
+ * \param[in]    refval  between 1 and 255; typ. less than 128
+ * \return  pixd 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns the max component value, boosted by
+ *          the saturation. The maximum boost occurs where
+ *          the maximum component value is equal to some reference value.
+ *          This particular weighting is due to Dany Qumsiyeh.
+ *      (2) For gray pixels (zero saturation), this returns
+ *          the intensity of any component.
+ *      (3) For fully saturated pixels ('fullsat'), this rises linearly
+ *          with the max value and has a slope equal to 255 divided
+ *          by the reference value; for a max value greater than
+ *          the reference value, it is clipped to 255.
+ *      (4) For saturation values in between, the output is a linear
+ *          combination of (2) and (3), weighted by saturation.
+ *          It falls between these two curves, and does not exceed 255.
+ *      (5) This can be useful for distinguishing an object that has nonzero
+ *          saturation from a gray background.  For this, the refval
+ *          should be chosen near the expected value of the background,
+ *          to achieve maximum saturation boost there.
+ * 

+ */
+PIX  *
+pixConvertRGBToGraySatBoost(PIX     *pixs,
+                            l_int32  refval)
+{
+l_int32     w, h, d, i, j, wplt, wpld;
+l_int32     rval, gval, bval, sval, minrg, maxrg, min, max, delta;
+l_int32     fullsat, newval;
+l_float32  *invmax, *ratio;
+l_uint32   *linet, *lined, *datat, *datad;
+PIX        *pixt, *pixd;
+
+    PROCNAME("pixConvertRGBToGraySatBoost");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 32 && !pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs not cmapped or rgb", procName, NULL);
+    if (refval < 1 || refval > 255)
+        return (PIX *)ERROR_PTR("refval not in [1 ... 255]", procName, NULL);
+
+    pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR);
+    pixd = pixCreate(w, h, 8);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    wplt = pixGetWpl(pixt);
+    datat = pixGetData(pixt);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+    invmax = (l_float32 *)LEPT_CALLOC(256, sizeof(l_float32));
+    ratio = (l_float32 *)LEPT_CALLOC(256, sizeof(l_float32));
+    for (i = 1; i < 256; i++) {  /* i == 0  --> delta = sval = newval = 0 */
+        invmax[i] = 1.0 / (l_float32)i;
+        ratio[i] = (l_float32)i / (l_float32)refval;
+    }
+    for (i = 0; i < h; i++) {
+        linet = datat + i * wplt;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            extractRGBValues(linet[j], &rval, &gval, &bval);
+            minrg = L_MIN(rval, gval);
+            min = L_MIN(minrg, bval);
+            maxrg = L_MAX(rval, gval);
+            max = L_MAX(maxrg, bval);
+            delta = max - min;
+            if (delta == 0)  /* gray; no chroma */
+                sval = 0;
+            else
+                sval = (l_int32)(255. * (l_float32)delta * invmax[max] + 0.5);
+
+            fullsat = L_MIN(255, 255 * ratio[max]);
+            newval = (sval * fullsat + (255 - sval) * max) / 255;
+            SET_DATA_BYTE(lined, j, newval);
+        }
+    }
+
+    pixDestroy(&pixt);
+    LEPT_FREE(invmax);
+    LEPT_FREE(ratio);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertRGBToGrayArb()
+ *
+ * \param[in]    pixs        32 bpp RGB
+ * \param[in]    rc, gc, bc  arithmetic factors; can be negative
+ * \return  8 bpp pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This converts to gray using an arbitrary linear combination
+ *          of the rgb color components.  It differs from pixConvertToGray(),
+ *          which uses only positive coefficients that sum to 1.
+ *      (2) The gray output values are clipped to 0 and 255.
+ * 

+ */
+PIX *
+pixConvertRGBToGrayArb(PIX       *pixs,
+                       l_float32  rc,
+                       l_float32  gc,
+                       l_float32  bc)
+{
+l_int32    i, j, w, h, wpls, wpld, rval, gval, bval, val;
+l_uint32  *datas, *lines, *datad, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixConvertRGBToGrayArb");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (rc <= 0 && gc <= 0 && bc <= 0)
+        return (PIX *)ERROR_PTR("all coefficients <= 0", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            extractRGBValues(lines[j], &rval, &gval, &bval);
+            val = (l_int32)(rc * rval + gc * gval + bc * bval);
+            val = L_MIN(255, L_MAX(0, val));
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertRGBToBinaryArb()
+ *
+ * \param[in]    pixs        32 bpp RGB
+ * \param[in]    rc, gc, bc  arithmetic factors; can be negative
+ * \param[in]    thresh      binarization threshold
+ * \param[in]    relation    L_SELECT_IF_LT, L_SELECT_IF_GT
+ *                           L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \return  1 bpp pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This makes a 1 bpp mask from an RGB image, using an arbitrary
+ *          linear combination of the rgb color components, along with
+ *          a threshold and a selection choice of the gray value relative
+ *          to %thresh.
+ * 

+ */
+PIX *
+pixConvertRGBToBinaryArb(PIX       *pixs,
+                         l_float32  rc,
+                         l_float32  gc,
+                         l_float32  bc,
+                         l_int32    thresh,
+                         l_int32    relation)
+{
+l_int32  threshold;
+PIX     *pix1, *pix2;
+
+    PROCNAME("pixConvertRGBToBinaryArb");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+    if (rc <= 0 && gc <= 0 && bc <= 0)
+        return (PIX *)ERROR_PTR("all coefficients <= 0", procName, NULL);
+    if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT &&
+        relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE)
+        return (PIX *)ERROR_PTR("invalid relation", procName, NULL);
+
+    pix1 = pixConvertRGBToGrayArb(pixs, rc, gc, bc);
+    threshold = (relation == L_SELECT_IF_LTE || relation == L_SELECT_IF_GT) ?
+                             thresh : thresh + 1;
+    pix2 = pixThresholdToBinary(pix1, threshold);
+    if (relation == L_SELECT_IF_GT || relation == L_SELECT_IF_GTE)
+        pixInvert(pix2, pix2);
+    pixDestroy(&pix1);
+    return pix2;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                  Conversion from grayscale to colormap                    *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertGrayToColormap()
+ *
+ * \param[in]    pixs    2, 4 or 8 bpp grayscale
+ * \return  pixd 2, 4 or 8 bpp with colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a simple interface for adding a colormap to a
+ *          2, 4 or 8 bpp grayscale image without causing any
+ *          quantization.  There is some similarity to operations
+ *          in grayquant.c, such as pixThresholdOn8bpp(), where
+ *          the emphasis is on quantization with an arbitrary number
+ *          of levels, and a colormap is an option.
+ *      (2) Returns a copy if pixs already has a colormap.
+ *      (3) For 8 bpp src, this is a lossless transformation.
+ *      (4) For 2 and 4 bpp src, this generates a colormap that
+ *          assumes full coverage of the gray space, with equally spaced
+ *          levels: 4 levels for d = 2 and 16 levels for d = 4.
+ *      (5) In all cases, the depth of the dest is the same as the src.
+ * 

+ */
+PIX *
+pixConvertGrayToColormap(PIX  *pixs)
+{
+l_int32    d;
+PIX       *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixConvertGrayToColormap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 2 && d != 4 && d != 8)
+        return (PIX *)ERROR_PTR("pixs not 2, 4 or 8 bpp", procName, NULL);
+
+    if (pixGetColormap(pixs)) {
+        L_INFO("pixs already has a colormap\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+
+    if (d == 8)  /* lossless conversion */
+        return pixConvertGrayToColormap8(pixs, 2);
+
+        /* Build a cmap with equally spaced target values over the
+         * full 8 bpp range. */
+    pixd = pixCopy(NULL, pixs);
+    cmap = pixcmapCreateLinear(d, 1 << d);
+    pixSetColormap(pixd, cmap);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertGrayToColormap8()
+ *
+ * \param[in]    pixs       8 bpp grayscale
+ * \param[in]    mindepth   of pixd; valid values are 2, 4 and 8
+ * \return  pixd 2, 4 or 8 bpp with colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns a copy if pixs already has a colormap.
+ *      (2) This is a lossless transformation; there is no quantization.
+ *          We compute the number of different gray values in pixs,
+ *          and construct a colormap that has exactly these values.
+ *      (3) 'mindepth' is the minimum depth of pixd.  If mindepth == 8,
+ *          pixd will always be 8 bpp.  Let the number of different
+ *          gray values in pixs be ngray.  If mindepth == 4, we attempt
+ *          to save pixd as a 4 bpp image, but if ngray > 16,
+ *          pixd must be 8 bpp.  Likewise, if mindepth == 2,
+ *          the depth of pixd will be 2 if ngray <= 4 and 4 if ngray > 4
+ *          but <= 16.
+ * 

+ */
+PIX *
+pixConvertGrayToColormap8(PIX     *pixs,
+                          l_int32  mindepth)
+{
+l_int32    ncolors, w, h, depth, i, j, wpls, wpld;
+l_int32    index, num, val, newval;
+l_int32    array[256];
+l_uint32  *lines, *lined, *datas, *datad;
+NUMA      *na;
+PIX       *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixConvertGrayToColormap8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+    if (mindepth != 2 && mindepth != 4 && mindepth != 8) {
+        L_WARNING("invalid value of mindepth; setting to 8\n", procName);
+        mindepth = 8;
+    }
+
+    if (pixGetColormap(pixs)) {
+        L_INFO("pixs already has a colormap\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+
+    na = pixGetGrayHistogram(pixs, 1);
+    numaGetCountRelativeToZero(na, L_GREATER_THAN_ZERO, &ncolors);
+    if (mindepth == 8 || ncolors > 16)
+        depth = 8;
+    else if (mindepth == 4 || ncolors > 4)
+        depth = 4;
+    else
+        depth = 2;
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixd = pixCreate(w, h, depth);
+    cmap = pixcmapCreate(depth);
+    pixSetColormap(pixd, cmap);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+
+    index = 0;
+    for (i = 0; i < 256; i++) {
+        array[i] = 0;  /* only to quiet the static checker */
+        numaGetIValue(na, i, &num);
+        if (num > 0) {
+            pixcmapAddColor(cmap, i, i, i);
+            array[i] = index;
+            index++;
+        }
+    }
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(lines, j);
+            newval = array[val];
+            if (depth == 2)
+                SET_DATA_DIBIT(lined, j, newval);
+            else if (depth == 4)
+                SET_DATA_QBIT(lined, j, newval);
+            else  /* depth == 8 */
+                SET_DATA_BYTE(lined, j, newval);
+        }
+    }
+
+    numaDestroy(&na);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                Colorizing conversion from grayscale to color              *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixColorizeGray()
+ *
+ * \param[in]    pixs      8 bpp gray; 2, 4 or 8 bpp colormapped
+ * \param[in]    color     32 bit rgba pixel
+ * \param[in]    cmapflag  1 for result to have colormap; 0 for RGB
+ * \return  pixd 8 bpp colormapped or 32 bpp rgb, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This applies the specific color to the grayscale image.
+ *      (2) If pixs already has a colormap, it is removed to gray
+ *          before colorizing.
+ * 

+ */
+PIX *
+pixColorizeGray(PIX      *pixs,
+                l_uint32  color,
+                l_int32   cmapflag)
+{
+l_int32    i, j, w, h, wplt, wpld, val8;
+l_uint32  *datad, *datat, *lined, *linet, *tab;
+PIX       *pixt, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixColorizeGray");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8 && !pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs not 8 bpp or cmapped", procName, NULL);
+
+    if (pixGetColormap(pixs))
+        pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixt = pixClone(pixs);
+
+    cmap = pixcmapGrayToColor(color);
+    if (cmapflag) {
+        pixd = pixCopy(NULL, pixt);
+        pixSetColormap(pixd, cmap);
+        pixDestroy(&pixt);
+        return pixd;
+    }
+
+        /* Make an RGB pix */
+    pixcmapToRGBTable(cmap, &tab, NULL);
+    pixGetDimensions(pixt, &w, &h, NULL);
+    pixd = pixCreate(w, h, 32);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    datat = pixGetData(pixt);
+    wplt = pixGetWpl(pixt);
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        linet = datat + i * wplt;
+        for (j = 0; j < w; j++) {
+            val8 = GET_DATA_BYTE(linet, j);
+            lined[j] = tab[val8];
+        }
+    }
+
+    pixDestroy(&pixt);
+    pixcmapDestroy(&cmap);
+    LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                    Conversion from RGB color to colormap                  *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertRGBToColormap()
+ *
+ * \param[in]    pixs       32 bpp rgb
+ * \param[in]    ditherflag  1 to dither, 0 otherwise
+ * \return  pixd 2, 4 or 8 bpp with colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function has two relatively simple modes of color
+ *          quantization:
+ *            (a) If the image is made orthographically and has not more
+ *                than 256 'colors' at the level 4 octcube leaves,
+ *                it is quantized nearly exactly.  The ditherflag
+ *                is ignored.
+ *            (b) Most natural images have more than 256 different colors;
+ *                in that case we use adaptive octree quantization,
+ *                with dithering if requested.
+ *      (2) If there are not more than 256 occupied level 4 octcubes,
+ *          the color in the colormap that represents all pixels in
+ *          one of those octcubes is given by the first pixel that
+ *          falls into that octcube.
+ *      (3) If there are more than 256 colors, we use adaptive octree
+ *          color quantization.
+ *      (4) Dithering gives better visual results on images where
+ *          there is a color wash (a slow variation of color), but it
+ *          is about twice as slow and results in significantly larger
+ *          files when losslessly compressed (e.g., into png).
+ * 

+ */
+PIX *
+pixConvertRGBToColormap(PIX     *pixs,
+                        l_int32  ditherflag)
+{
+l_int32  ncolors;
+NUMA    *na;
+PIX     *pixd;
+
+    PROCNAME("pixConvertRGBToColormap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (pixGetSpp(pixs) == 4)
+        L_WARNING("pixs has alpha; removing\n", procName);
+
+        /* Get the histogram and count the number of occupied level 4
+         * leaf octcubes.  We don't yet know if this is the number of
+         * actual colors, but if it's not, all pixels falling into
+         * the same leaf octcube will be assigned to the color of the
+         * first pixel that lands there. */
+    na = pixOctcubeHistogram(pixs, 4, &ncolors);
+
+        /* If there are too many occupied leaf octcubes to be
+         * represented directly in a colormap, fall back to octree
+         * quantization, optionally with dithering. */
+    if (ncolors > 256) {
+        numaDestroy(&na);
+        if (ditherflag)
+            L_INFO("More than 256 colors; using octree quant with dithering\n",
+                   procName);
+        else
+            L_INFO("More than 256 colors; using octree quant; no dithering\n",
+                   procName);
+        return pixOctreeColorQuant(pixs, 240, ditherflag);
+    }
+
+        /* There are not more than 256 occupied leaf octcubes.
+         * Quantize to those octcubes. */
+    pixd = pixFewColorsOctcubeQuant2(pixs, 4, na, ncolors, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    numaDestroy(&na);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                     Conversion from colormap to 1 bpp                     *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertCmapTo1()
+ *
+ * \param[in]    pixs   cmapped
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an extreme color quantizer.  It decides which
+ *          colors map to FG (black) and which to BG (white).
+ *      (2) This uses two heuristics to make the decision:
+ *          (a) colors similar to each other are likely to be in the same class
+ *          (b) there is usually much less FG than BG.
+ * 

+ */
+PIX *
+pixConvertCmapTo1(PIX  *pixs)
+{
+l_int32    i, j, nc, w, h, imin, imax, factor, wpl1, wpld;
+l_int32    index, rmin, gmin, bmin, rmax, gmax, bmax, dmin, dmax;
+l_float32  minfract, ifract;
+l_int32   *lut;
+l_uint32  *line1, *lined, *data1, *datad;
+NUMA      *na1, *na2;  /* histograms */
+PIX       *pix1, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixConvertCmapTo1");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if ((cmap = pixGetColormap(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("no colormap", procName, NULL);
+
+        /* Select target colors for the two classes.  Find the
+         * colors with smallest and largest average component values.
+         * The smallest is class 0 and the largest is class 1. */
+    pixcmapGetRangeValues(cmap, L_SELECT_AVERAGE, NULL, NULL, &imin, &imax);
+    pixcmapGetColor(cmap, imin, &rmin, &gmin, &bmin);
+    pixcmapGetColor(cmap, imax, &rmax, &gmax, &bmax);
+    nc = pixcmapGetCount(cmap);
+
+        /* Assign colors to the two classes.  The histogram is
+         * initialized to 0, so any colors not found when computing
+         * the sampled histogram will get zero weight in minfract. */
+    if ((lut = (l_int32 *)LEPT_CALLOC(nc, sizeof(l_int32))) == NULL)
+        return (PIX *)ERROR_PTR("calloc fail for lut", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    factor = L_MAX(1, (l_int32)sqrt((l_float64)(w * h) / 50000. + 0.5));
+    na1 = pixGetCmapHistogram(pixs, factor);
+    na2 = numaNormalizeHistogram(na1, 1.0);
+    minfract = 0.0;
+    for (i = 0; i < nc; i++) {
+        numaGetFValue(na2, i, &ifract);
+        pixcmapGetDistanceToColor(cmap, i, rmin, gmin, bmin, &dmin);
+        pixcmapGetDistanceToColor(cmap, i, rmax, gmax, bmax, &dmax);
+        if (dmin < dmax) {  /* closer to dark extreme value */
+            lut[i] = 1;  /* black pixel in 1 bpp image */
+            minfract += ifract;
+        }
+    }
+    numaDestroy(&na1);
+    numaDestroy(&na2);
+
+        /* Generate the output binarized image */
+    pix1 = pixConvertTo8(pixs, 1);
+    pixd = pixCreate(w, h, 1);
+    data1 = pixGetData(pix1);
+    datad = pixGetData(pixd);
+    wpl1 = pixGetWpl(pix1);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        line1 = data1 + i * wpl1;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            index = GET_DATA_BYTE(line1, j);
+            if (lut[index] == 1) SET_DATA_BIT(lined, j);
+        }
+    }
+    pixDestroy(&pix1);
+    LEPT_FREE(lut);
+
+        /* We expect minfract (the dark colors) to be less than 0.5.
+         * If that is not the case, invert pixd. */
+    if (minfract > 0.5) {
+        L_INFO("minfract = %5.3f; inverting\n", procName, minfract);
+        pixInvert(pixd, pixd);
+    }
+
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *        Quantization for relatively small number of colors in source       *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixQuantizeIfFewColors()
+ *
+ * \param[in]    pixs           8 bpp gray or 32 bpp rgb
+ * \param[in]    maxcolors      max number of colors allowed to be returned
+ *                              from pixColorsForQuantization();
+ *                              use 0 for default
+ * \param[in]    mingraycolors  min number of gray levels that a grayscale
+ *                              image is quantized to; use 0 for default
+ * \param[in]    octlevel       for octcube quantization: 3 or 4
+ * \param[out]   ppixd          2,4 or 8 bpp quantized; null if too many colors
+ * \return  0 if OK, 1 on error or if pixs can't be quantized into
+ *              a small number of colors.
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper that tests if the pix can be quantized
+ *          with good quality using a small number of colors.  If so,
+ *          it does the quantization, defining a colormap and using
+ *          pixels whose value is an index into the colormap.
+ *      (2) If the image has color, it is quantized with 8 bpp pixels.
+ *          If the image is essentially grayscale, the pixels are
+ *          either 4 or 8 bpp, depending on the size of the required
+ *          colormap.
+ *      (3) %octlevel = 4 generates a larger colormap and larger
+ *          compressed image than %octlevel = 3.  If image quality is
+ *          important, you should use %octlevel = 4.
+ *      (4) If the image already has a colormap, it returns a clone.
+ * 

+ */
+l_ok
+pixQuantizeIfFewColors(PIX     *pixs,
+                       l_int32  maxcolors,
+                       l_int32  mingraycolors,
+                       l_int32  octlevel,
+                       PIX    **ppixd)
+{
+l_int32  d, ncolors, iscolor, graycolors;
+PIX     *pixg, *pixd;
+
+    PROCNAME("pixQuantizeIfFewColors");
+
+    if (!ppixd)
+        return ERROR_INT("&pixd not defined", procName, 1);
+    *ppixd = NULL;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 32)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetColormap(pixs) != NULL) {
+        *ppixd = pixClone(pixs);
+        return 0;
+    }
+    if (maxcolors <= 0)
+        maxcolors = 15;  /* default */
+    if (maxcolors > 50)
+        L_WARNING("maxcolors > 50; very large!\n", procName);
+    if (mingraycolors <= 0)
+        mingraycolors = 10;  /* default */
+    if (mingraycolors > 30)
+        L_WARNING("mingraycolors > 30; very large!\n", procName);
+    if (octlevel != 3 && octlevel != 4) {
+        L_WARNING("invalid octlevel; setting to 3\n", procName);
+        octlevel = 3;
+    }
+
+        /* Test the number of colors.  For color, the octcube leaves
+         * are at level 4. */
+    pixColorsForQuantization(pixs, 0, &ncolors, &iscolor, 0);
+    if (ncolors > maxcolors)
+        return ERROR_INT("too many colors", procName, 1);
+
+        /* Quantize!
+         *  (1) For color:
+         *      If octlevel == 4, try to quantize to an octree where
+         *      the octcube leaves are at level 4. If that fails,
+         *      back off to level 3.
+         *      If octlevel == 3, quantize to level 3 directly.
+         *      For level 3, the quality is usually good enough and there
+         *      is negligible chance of getting more than 256 colors.
+         *  (2) For grayscale, multiply ncolors by 1.5 for extra quality,
+         *      but use at least mingraycolors and not more than 256. */
+    if (iscolor) {
+        pixd = pixFewColorsOctcubeQuant1(pixs, octlevel);
+        if (!pixd) {  /* backoff */
+            pixd = pixFewColorsOctcubeQuant1(pixs, octlevel - 1);
+            if (octlevel == 3)  /* shouldn't happen */
+                L_WARNING("quantized at level 2; low quality\n", procName);
+        }
+    } else { /* image is really grayscale */
+        if (d == 32)
+            pixg = pixConvertRGBToLuminance(pixs);
+        else
+            pixg = pixClone(pixs);
+        graycolors = L_MAX(mingraycolors, (l_int32)(1.5 * ncolors));
+        graycolors = L_MIN(graycolors, 256);
+        if (graycolors < 16)
+            pixd = pixThresholdTo4bpp(pixg, graycolors, 1);
+        else
+            pixd = pixThresholdOn8bpp(pixg, graycolors, 1);
+        pixDestroy(&pixg);
+    }
+    *ppixd = pixd;
+
+    if (!pixd)
+        return ERROR_INT("pixd not made", procName, 1);
+    pixCopyInputFormat(pixd, pixs);
+    return 0;
+}
+
+
+
+/*---------------------------------------------------------------------------*
+ *                    Conversion from 16 bpp to 8 bpp                        *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvert16To8()
+ *
+ * \param[in]    pixs     16 bpp
+ * \param[in]    type     L_LS_BYTE, L_MS_BYTE, L_AUTO_BYTE, L_CLIP_TO_FF
+ * \return  pixd 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) With L_AUTO_BYTE, if the max pixel value is greater than 255,
+ *          use the MSB; otherwise, use the LSB.
+ *      (2) With L_CLIP_TO_FF, use min(pixel-value, 0xff) for each
+ *          16-bit src pixel.
+ * 

+ */
+PIX *
+pixConvert16To8(PIX     *pixs,
+                l_int32  type)
+{
+l_uint16   dword;
+l_int32    w, h, wpls, wpld, i, j, val, use_lsb;
+l_uint32   sword, first, second;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixConvert16To8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 16)
+        return (PIX *)ERROR_PTR("pixs not 16 bpp", procName, NULL);
+    if (type != L_LS_BYTE && type != L_MS_BYTE &&
+        type != L_AUTO_BYTE && type != L_CLIP_TO_FF)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    wpls = pixGetWpl(pixs);
+    datas = pixGetData(pixs);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+
+    if (type == L_AUTO_BYTE) {
+        use_lsb = TRUE;
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < wpls; j++) {
+                 val = GET_DATA_TWO_BYTES(lines, j);
+                 if (val > 255) {
+                     use_lsb = FALSE;
+                     break;
+                 }
+            }
+            if (!use_lsb) break;
+        }
+        type = (use_lsb) ? L_LS_BYTE : L_MS_BYTE;
+    }
+
+        /* Convert 2 pixels at a time */
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        if (type == L_LS_BYTE) {
+            for (j = 0; j < wpls; j++) {
+                sword = *(lines + j);
+                dword = ((sword >> 8) & 0xff00) | (sword & 0xff);
+                SET_DATA_TWO_BYTES(lined, j, dword);
+            }
+        } else if (type == L_MS_BYTE) {
+            for (j = 0; j < wpls; j++) {
+                sword = *(lines + j);
+                dword = ((sword >> 16) & 0xff00) | ((sword >> 8) & 0xff);
+                SET_DATA_TWO_BYTES(lined, j, dword);
+            }
+        } else {  /* type == L_CLIP_TO_FF */
+            for (j = 0; j < wpls; j++) {
+                sword = *(lines + j);
+                first = (sword >> 24) ? 255 : ((sword >> 16) & 0xff);
+                second = ((sword >> 8) & 0xff) ? 255 : (sword & 0xff);
+                dword = (first << 8) | second;
+                SET_DATA_TWO_BYTES(lined, j, dword);
+            }
+        }
+    }
+
+    return pixd;
+}
+
+
+
+/*---------------------------------------------------------------------------*
+ *                Conversion from grayscale to false color
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertGrayToFalseColor()
+ *
+ * \param[in]    pixs    8 or 16 bpp grayscale
+ * \param[in]    gamma   (factor) 0.0 or 1.0 for default; > 1.0 for brighter;
+ *                       2.0 is quite nice
+ * \return  pixd 8 bpp with colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For 8 bpp input, this simply adds a colormap to the input image.
+ *      (2) For 16 bpp input, it first converts to 8 bpp, using the MSB,
+ *          and then adds the colormap.
+ *      (3) The colormap is modeled after the Matlab "jet" configuration.
+ * 

+ */
+PIX *
+pixConvertGrayToFalseColor(PIX       *pixs,
+                           l_float32  gamma)
+{
+l_int32    d, i, rval, bval, gval;
+l_int32   *curve;
+l_float32  invgamma, x;
+PIX       *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixConvertGrayToFalseColor");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 16)
+        return (PIX *)ERROR_PTR("pixs not 8 or 16 bpp", procName, NULL);
+
+    if (d == 16) {
+        pixd = pixConvert16To8(pixs, L_MS_BYTE);
+    } else {  /* d == 8 */
+        if (pixGetColormap(pixs))
+            pixd = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+        else
+            pixd = pixCopy(NULL, pixs);
+    }
+    if (!pixd)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    cmap = pixcmapCreate(8);
+    pixSetColormap(pixd, cmap);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+
+        /* Generate curve for transition part of color map */
+    curve = (l_int32 *)LEPT_CALLOC(64, sizeof(l_int32));
+    if (gamma == 0.0) gamma = 1.0;
+    invgamma = 1. / gamma;
+    for (i = 0; i < 64; i++) {
+        x = (l_float32)i / 64.;
+        curve[i] = (l_int32)(255. * powf(x, invgamma) + 0.5);
+    }
+
+    for (i = 0; i < 256; i++) {
+        if (i < 32) {
+            rval = 0;
+            gval = 0;
+            bval = curve[i + 32];
+        } else if (i < 96) {   /* 32 - 95 */
+            rval = 0;
+            gval = curve[i - 32];
+            bval = 255;
+        } else if (i < 160) {  /* 96 - 159 */
+            rval = curve[i - 96];
+            gval = 255;
+            bval = curve[159 - i];
+        } else if (i < 224) {  /* 160 - 223 */
+            rval = 255;
+            gval = curve[223 - i];
+            bval = 0;
+        } else {  /* 224 - 255 */
+            rval = curve[287 - i];
+            gval = 0;
+            bval = 0;
+        }
+        pixcmapAddColor(cmap, rval, gval, bval);
+    }
+
+    LEPT_FREE(curve);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *         Unpacking conversion from 1 bpp to 2, 4, 8, 16 and 32 bpp         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixUnpackBinary()
+ *
+ * \param[in]    pixs     1 bpp
+ * \param[in]    depth    of destination: 2, 4, 8, 16 or 32 bpp
+ * \param[in]    invert   0:  binary 0 --> grayscale 0
+ *                            binary 1 --> grayscale 0xff...
+ *                        1:  binary 0 --> grayscale 0xff...
+ *                            binary 1 --> grayscale 0
+ * \return  pixd 2, 4, 8, 16 or 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function calls special cases of pixConvert1To*(),
+ *          for 2, 4, 8, 16 and 32 bpp destinations.
+ * 

+ */
+PIX *
+pixUnpackBinary(PIX     *pixs,
+                l_int32  depth,
+                l_int32  invert)
+{
+PIX  *pixd;
+
+    PROCNAME("pixUnpackBinary");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (depth != 2 && depth != 4 && depth != 8 && depth != 16 && depth != 32)
+        return (PIX *)ERROR_PTR("depth not 2, 4, 8, 16 or 32 bpp",
+                                procName, NULL);
+
+    if (depth == 2) {
+        if (invert == 0)
+            pixd = pixConvert1To2(NULL, pixs, 0, 3);
+        else  /* invert bits */
+            pixd = pixConvert1To2(NULL, pixs, 3, 0);
+    } else if (depth == 4) {
+        if (invert == 0)
+            pixd = pixConvert1To4(NULL, pixs, 0, 15);
+        else  /* invert bits */
+            pixd = pixConvert1To4(NULL, pixs, 15, 0);
+    } else if (depth == 8) {
+        if (invert == 0)
+            pixd = pixConvert1To8(NULL, pixs, 0, 255);
+        else  /* invert bits */
+            pixd = pixConvert1To8(NULL, pixs, 255, 0);
+    } else if (depth == 16) {
+        if (invert == 0)
+            pixd = pixConvert1To16(NULL, pixs, 0, 0xffff);
+        else  /* invert bits */
+            pixd = pixConvert1To16(NULL, pixs, 0xffff, 0);
+    } else {
+        if (invert == 0)
+            pixd = pixConvert1To32(NULL, pixs, 0, 0xffffffff);
+        else  /* invert bits */
+            pixd = pixConvert1To32(NULL, pixs, 0xffffffff, 0);
+    }
+
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert1To16()
+ *
+ * \param[in]    pixd    [optional] 16 bpp, can be null
+ * \param[in]    pixs    1 bpp
+ * \param[in]    val0    16 bit value to be used for 0s in pixs
+ * \param[in]    val1    16 bit value to be used for 1s in pixs
+ * \return  pixd 16 bpp
+ *
+ * 
+ * Notes:
+ *      (1) If pixd is null, a new pix is made.
+ *      (2) If pixd is not null, it must be of equal width and height
+ *          as pixs.  It is always returned.
+ * 

+ */
+PIX *
+pixConvert1To16(PIX      *pixd,
+                PIX      *pixs,
+                l_uint16  val0,
+                l_uint16  val1)
+{
+l_int32    w, h, i, j, dibit, ndibits, wpls, wpld;
+l_uint16   val[2];
+l_uint32   index;
+l_uint32  *tab, *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixConvert1To16");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pixd) {
+        if (w != pixGetWidth(pixd) || h != pixGetHeight(pixd))
+            return (PIX *)ERROR_PTR("pix sizes unequal", procName, pixd);
+        if (pixGetDepth(pixd) != 16)
+            return (PIX *)ERROR_PTR("pixd not 16 bpp", procName, pixd);
+    } else {
+        if ((pixd = pixCreate(w, h, 16)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+
+        /* Use a table to convert 2 src bits at a time */
+    tab = (l_uint32 *)LEPT_CALLOC(4, sizeof(l_uint32));
+    val[0] = val0;
+    val[1] = val1;
+    for (index = 0; index < 4; index++) {
+        tab[index] = (val[(index >> 1) & 1] << 16) | val[index & 1];
+    }
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    ndibits = (w + 1) / 2;
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < ndibits; j++) {
+            dibit = GET_DATA_DIBIT(lines, j);
+            lined[j] = tab[dibit];
+        }
+    }
+
+    LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert1To32()
+ *
+ * \param[in]    pixd    [optional] 32 bpp, can be null
+ * \param[in]    pixs    1 bpp
+ * \param[in]    val0    32 bit value to be used for 0s in pixs
+ * \param[in]    val1    32 bit value to be used for 1s in pixs
+ * \return  pixd 32 bpp
+ *
+ * 
+ * Notes:
+ *      (1) If pixd is null, a new pix is made.
+ *      (2) If pixd is not null, it must be of equal width and height
+ *          as pixs.  It is always returned.
+ * 

+ */
+PIX *
+pixConvert1To32(PIX      *pixd,
+                PIX      *pixs,
+                l_uint32  val0,
+                l_uint32  val1)
+{
+l_int32    w, h, i, j, wpls, wpld, bit;
+l_uint32   val[2];
+l_uint32  *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixConvert1To32");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pixd) {
+        if (w != pixGetWidth(pixd) || h != pixGetHeight(pixd))
+            return (PIX *)ERROR_PTR("pix sizes unequal", procName, pixd);
+        if (pixGetDepth(pixd) != 32)
+            return (PIX *)ERROR_PTR("pixd not 32 bpp", procName, pixd);
+    } else {
+        if ((pixd = pixCreate(w, h, 32)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+
+    val[0] = val0;
+    val[1] = val1;
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j 
+ * Notes:
+ *      (1) Input 0 is mapped to (255, 255, 255); 1 is mapped to (0, 0, 0)
+ * 

+ */
+PIX *
+pixConvert1To2Cmap(PIX  *pixs)
+{
+PIX      *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixConvert1To2Cmap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    if ((pixd = pixConvert1To2(NULL, pixs, 0, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    cmap = pixcmapCreate(2);
+    pixcmapAddColor(cmap, 255, 255, 255);
+    pixcmapAddColor(cmap, 0, 0, 0);
+    pixSetColormap(pixd, cmap);
+    pixCopyInputFormat(pixd, pixs);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert1To2()
+ *
+ * \param[in]    pixd    [optional] 2 bpp, can be null
+ * \param[in]    pixs    1 bpp
+ * \param[in]    val0    2 bit value to be used for 0s in pixs
+ * \param[in]    val1    2 bit value to be used for 1s in pixs
+ * \return  pixd 2 bpp
+ *
+ * 
+ * Notes:
+ *      (1) If pixd is null, a new pix is made.
+ *      (2) If pixd is not null, it must be of equal width and height
+ *          as pixs.  It is always returned.
+ *      (3) A simple unpacking might use val0 = 0 and val1 = 3.
+ *      (4) If you want a colormapped pixd, use pixConvert1To2Cmap().
+ * 

+ */
+PIX *
+pixConvert1To2(PIX     *pixd,
+               PIX     *pixs,
+               l_int32  val0,
+               l_int32  val1)
+{
+l_int32    w, h, i, j, byteval, nbytes, wpls, wpld;
+l_uint8    val[2];
+l_uint32   index;
+l_uint16  *tab;
+l_uint32  *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixConvert1To2");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pixd) {
+        if (w != pixGetWidth(pixd) || h != pixGetHeight(pixd))
+            return (PIX *)ERROR_PTR("pix sizes unequal", procName, pixd);
+        if (pixGetDepth(pixd) != 2)
+            return (PIX *)ERROR_PTR("pixd not 2 bpp", procName, pixd);
+    } else {
+        if ((pixd = pixCreate(w, h, 2)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+
+        /* Use a table to convert 8 src bits to 16 dest bits */
+    tab = (l_uint16 *)LEPT_CALLOC(256, sizeof(l_uint16));
+    val[0] = val0;
+    val[1] = val1;
+    for (index = 0; index < 256; index++) {
+        tab[index] = (val[(index >> 7) & 1] << 14) |
+                     (val[(index >> 6) & 1] << 12) |
+                     (val[(index >> 5) & 1] << 10) |
+                     (val[(index >> 4) & 1] << 8) |
+                     (val[(index >> 3) & 1] << 6) |
+                     (val[(index >> 2) & 1] << 4) |
+                     (val[(index >> 1) & 1] << 2) | val[index & 1];
+    }
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    nbytes = (w + 7) / 8;
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < nbytes; j++) {
+            byteval = GET_DATA_BYTE(lines, j);
+            SET_DATA_TWO_BYTES(lined, j, tab[byteval]);
+        }
+    }
+
+    LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                    Conversion from 1 bpp to 4 bpp                         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvert1To4Cmap()
+ *
+ * \param[in]    pixs    1 bpp
+ * \return  pixd 4 bpp, cmapped
+ *
+ * 
+ * Notes:
+ *      (1) Input 0 is mapped to (255, 255, 255); 1 is mapped to (0, 0, 0)
+ * 

+ */
+PIX *
+pixConvert1To4Cmap(PIX  *pixs)
+{
+PIX      *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixConvert1To4Cmap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    if ((pixd = pixConvert1To4(NULL, pixs, 0, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    cmap = pixcmapCreate(4);
+    pixcmapAddColor(cmap, 255, 255, 255);
+    pixcmapAddColor(cmap, 0, 0, 0);
+    pixSetColormap(pixd, cmap);
+    pixCopyInputFormat(pixd, pixs);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert1To4()
+ *
+ * \param[in]    pixd    [optional] 4 bpp, can be null
+ * \param[in]    pixs    1 bpp
+ * \param[in]    val0    4 bit value to be used for 0s in pixs
+ * \param[in]    val1    4 bit value to be used for 1s in pixs
+ * \return  pixd 4 bpp
+ *
+ * 
+ * Notes:
+ *      (1) If pixd is null, a new pix is made.
+ *      (2) If pixd is not null, it must be of equal width and height
+ *          as pixs.  It is always returned.
+ *      (3) A simple unpacking might use val0 = 0 and val1 = 15, or v.v.
+ *      (4) If you want a colormapped pixd, use pixConvert1To4Cmap().
+ * 

+ */
+PIX *
+pixConvert1To4(PIX     *pixd,
+               PIX     *pixs,
+               l_int32  val0,
+               l_int32  val1)
+{
+l_int32    w, h, i, j, byteval, nbytes, wpls, wpld;
+l_uint8    val[2];
+l_uint32   index;
+l_uint32  *tab, *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixConvert1To4");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pixd) {
+        if (w != pixGetWidth(pixd) || h != pixGetHeight(pixd))
+            return (PIX *)ERROR_PTR("pix sizes unequal", procName, pixd);
+        if (pixGetDepth(pixd) != 4)
+            return (PIX *)ERROR_PTR("pixd not 4 bpp", procName, pixd);
+    } else {
+        if ((pixd = pixCreate(w, h, 4)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+
+        /* Use a table to convert 8 src bits to 32 bit dest word */
+    tab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32));
+    val[0] = val0;
+    val[1] = val1;
+    for (index = 0; index < 256; index++) {
+        tab[index] = (val[(index >> 7) & 1] << 28) |
+                     (val[(index >> 6) & 1] << 24) |
+                     (val[(index >> 5) & 1] << 20) |
+                     (val[(index >> 4) & 1] << 16) |
+                     (val[(index >> 3) & 1] << 12) |
+                     (val[(index >> 2) & 1] << 8) |
+                     (val[(index >> 1) & 1] << 4) | val[index & 1];
+    }
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    nbytes = (w + 7) / 8;
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < nbytes; j++) {
+            byteval = GET_DATA_BYTE(lines, j);
+            lined[j] = tab[byteval];
+        }
+    }
+
+    LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *               Conversion from 1, 2 and 4 bpp to 8 bpp                     *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvert1To8Cmap()
+ *
+ * \param[in]    pixs    1 bpp
+ * \return  pixd 8 bpp, cmapped
+ *
+ * 
+ * Notes:
+ *      (1) Input 0 is mapped to (255, 255, 255); 1 is mapped to (0, 0, 0)
+ * 

+ */
+PIX *
+pixConvert1To8Cmap(PIX  *pixs)
+{
+PIX      *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixConvert1To8Cmap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    if ((pixd = pixConvert1To8(NULL, pixs, 0, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    cmap = pixcmapCreate(8);
+    pixcmapAddColor(cmap, 255, 255, 255);
+    pixcmapAddColor(cmap, 0, 0, 0);
+    pixSetColormap(pixd, cmap);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert1To8()
+ *
+ * \param[in]    pixd    [optional] 8 bpp, can be null
+ * \param[in]    pixs    1 bpp
+ * \param[in]    val0    8 bit value to be used for 0s in pixs
+ * \param[in]    val1    8 bit value to be used for 1s in pixs
+ * \return  pixd 8 bpp
+ *
+ * 
+ * Notes:
+ *      (1) If pixd is null, a new pix is made.
+ *      (2) If pixd is not null, it must be of equal width and height
+ *          as pixs.  It is always returned.
+ *      (3) A simple unpacking might use val0 = 0 and val1 = 255, or v.v.
+ *      (4) To have a colormap associated with the 8 bpp pixd,
+ *          use pixConvert1To8Cmap().
+ * 

+ */
+PIX *
+pixConvert1To8(PIX     *pixd,
+               PIX     *pixs,
+               l_uint8  val0,
+               l_uint8  val1)
+{
+l_int32    w, h, i, j, qbit, nqbits, wpls, wpld;
+l_uint8    val[2];
+l_uint32   index;
+l_uint32  *tab, *datas, *datad, *lines, *lined;
+
+    PROCNAME("pixConvert1To8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, pixd);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pixd) {
+        if (w != pixGetWidth(pixd) || h != pixGetHeight(pixd))
+            return (PIX *)ERROR_PTR("pix sizes unequal", procName, pixd);
+        if (pixGetDepth(pixd) != 8)
+            return (PIX *)ERROR_PTR("pixd not 8 bpp", procName, pixd);
+    } else {
+        if ((pixd = pixCreate(w, h, 8)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixSetPadBits(pixs, 0);
+
+        /* Use a table to convert 4 src bits at a time */
+    tab = (l_uint32 *)LEPT_CALLOC(16, sizeof(l_uint32));
+    val[0] = val0;
+    val[1] = val1;
+    for (index = 0; index < 16; index++) {
+        tab[index] = ((l_uint32)val[(index >> 3) & 1] << 24) |
+                     (val[(index >> 2) & 1] << 16) |
+                     (val[(index >> 1) & 1] << 8) | val[index & 1];
+    }
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    nqbits = (w + 3) / 4;
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < nqbits; j++) {
+            qbit = GET_DATA_QBIT(lines, j);
+            lined[j] = tab[qbit];
+        }
+    }
+
+    LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert2To8()
+ *
+ * \param[in]    pixs      2 bpp
+ * \param[in]    val0      8 bit value to be used for 00 in pixs
+ * \param[in]    val1      8 bit value to be used for 01 in pixs
+ * \param[in]    val2      8 bit value to be used for 10 in pixs
+ * \param[in]    val3      8 bit value to be used for 11 in pixs
+ * \param[in]    cmapflag  TRUE if pixd is to have a colormap; FALSE otherwise
+ * \return  pixd 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      ~ A simple unpacking might use val0 = 0,
+ *        val1 = 85 (0x55), val2 = 170 (0xaa), val3 = 255.
+ *      ~ If cmapflag is TRUE:
+ *          ~ The 8 bpp image is made with a colormap.
+ *          ~ If pixs has a colormap, the input values are ignored and
+ *            the 8 bpp image is made using the colormap
+ *          ~ If pixs does not have a colormap, the input values are
+ *            used to build the colormap.
+ *      ~ If cmapflag is FALSE:
+ *          ~ The 8 bpp image is made without a colormap.
+ *          ~ If pixs has a colormap, the input values are ignored,
+ *            the colormap is removed, and the values stored in the 8 bpp
+ *            image are from the colormap.
+ *          ~ If pixs does not have a colormap, the input values are
+ *            used to populate the 8 bpp image.
+ * 

+ */
+PIX *
+pixConvert2To8(PIX     *pixs,
+               l_uint8  val0,
+               l_uint8  val1,
+               l_uint8  val2,
+               l_uint8  val3,
+               l_int32  cmapflag)
+{
+l_int32    w, h, i, j, nbytes, wpls, wpld, dibit, byte;
+l_uint8    val[4];
+l_uint32   index;
+l_uint32  *tab, *datas, *datad, *lines, *lined;
+PIX       *pixd;
+PIXCMAP   *cmaps, *cmapd;
+
+    PROCNAME("pixConvert2To8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 2)
+        return (PIX *)ERROR_PTR("pixs not 2 bpp", procName, NULL);
+
+    cmaps = pixGetColormap(pixs);
+    if (cmaps && cmapflag == FALSE)
+        return pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixSetPadBits(pixs, 0);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    if (cmapflag == TRUE) {  /* pixd will have a colormap */
+        if (cmaps) {  /* use the existing colormap from pixs */
+            cmapd = pixcmapConvertTo8(cmaps);
+        } else {  /* make a colormap from the input values */
+            cmapd = pixcmapCreate(8);
+            pixcmapAddColor(cmapd, val0, val0, val0);
+            pixcmapAddColor(cmapd, val1, val1, val1);
+            pixcmapAddColor(cmapd, val2, val2, val2);
+            pixcmapAddColor(cmapd, val3, val3, val3);
+        }
+        pixSetColormap(pixd, cmapd);
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                dibit = GET_DATA_DIBIT(lines, j);
+                SET_DATA_BYTE(lined, j, dibit);
+            }
+        }
+        return pixd;
+    }
+
+        /* Last case: no colormap in either pixs or pixd.
+         * Use input values and build a table to convert 1 src byte
+         * (4 src pixels) at a time */
+    tab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32));
+    val[0] = val0;
+    val[1] = val1;
+    val[2] = val2;
+    val[3] = val3;
+    for (index = 0; index < 256; index++) {
+        tab[index] = (val[(index >> 6) & 3] << 24) |
+                     (val[(index >> 4) & 3] << 16) |
+                     (val[(index >> 2) & 3] << 8) | val[index & 3];
+    }
+
+    nbytes = (w + 3) / 4;
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < nbytes; j++) {
+            byte = GET_DATA_BYTE(lines, j);
+            lined[j] = tab[byte];
+        }
+    }
+
+    LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert4To8()
+ *
+ * \param[in]    pixs      4 bpp
+ * \param[in]    cmapflag  TRUE if pixd is to have a colormap; FALSE otherwise
+ * \return  pixd 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      ~ If cmapflag is TRUE:
+ *          ~ pixd is made with a colormap.
+ *          ~ If pixs has a colormap, it is copied and the colormap
+ *            index values are placed in pixd.
+ *          ~ If pixs does not have a colormap, a colormap with linear
+ *            trc is built and the pixel values in pixs are placed in
+ *            pixd as colormap index values.
+ *      ~ If cmapflag is FALSE:
+ *          ~ pixd is made without a colormap.
+ *          ~ If pixs has a colormap, it is removed and the values stored
+ *            in pixd are from the colormap (converted to gray).
+ *          ~ If pixs does not have a colormap, the pixel values in pixs
+ *            are used, with shift replication, to populate pixd.
+ * 

+ */
+PIX *
+pixConvert4To8(PIX     *pixs,
+               l_int32  cmapflag)
+{
+l_int32    w, h, i, j, wpls, wpld, byte, qbit;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+PIXCMAP   *cmaps, *cmapd;
+
+    PROCNAME("pixConvert4To8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 4)
+        return (PIX *)ERROR_PTR("pixs not 4 bpp", procName, NULL);
+
+    cmaps = pixGetColormap(pixs);
+    if (cmaps && cmapflag == FALSE)
+        return pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    if (cmapflag == TRUE) {  /* pixd will have a colormap */
+        if (cmaps) {  /* use the existing colormap from pixs */
+            cmapd = pixcmapConvertTo8(cmaps);
+        } else {  /* make a colormap with a linear trc */
+            cmapd = pixcmapCreate(8);
+            for (i = 0; i < 16; i++)
+                pixcmapAddColor(cmapd, 17 * i, 17 * i, 17 * i);
+        }
+        pixSetColormap(pixd, cmapd);
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {
+                qbit = GET_DATA_QBIT(lines, j);
+                SET_DATA_BYTE(lined, j, qbit);
+            }
+        }
+        return pixd;
+    }
+
+        /* Last case: no colormap in either pixs or pixd.
+         * Replicate the qbit value into 8 bits. */
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            qbit = GET_DATA_QBIT(lines, j);
+            byte = (qbit << 4) | qbit;
+            SET_DATA_BYTE(lined, j, byte);
+        }
+    }
+    return pixd;
+}
+
+
+
+/*---------------------------------------------------------------------------*
+ *               Unpacking conversion from 8 bpp to 16 bpp                   *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvert8To16()
+ *
+ * \param[in]    pixs       8 bpp; colormap removed to gray
+ * \param[in]    leftshift  number of bits: 0 is no shift;
+ *                          8 replicates in MSB and LSB of dest
+ * \return  pixd 16 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For left shift of 8, the 8 bit value is replicated in both
+ *          the MSB and the LSB of the pixels in pixd.  That way, we get
+ *          proportional mapping, with a correct map from 8 bpp white
+ *          (0xff) to 16 bpp white (0xffff).
+ * 

+ */
+PIX *
+pixConvert8To16(PIX     *pixs,
+                l_int32  leftshift)
+{
+l_int32    i, j, w, h, d, wplt, wpld, val;
+l_uint32  *datat, *datad, *linet, *lined;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixConvert8To16");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+    if (leftshift < 0 || leftshift > 8)
+        return (PIX *)ERROR_PTR("leftshift not in [0 ... 8]", procName, NULL);
+
+    if (pixGetColormap(pixs) != NULL)
+        pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixt = pixClone(pixs);
+
+    pixd = pixCreate(w, h, 16);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datat = pixGetData(pixt);
+    datad = pixGetData(pixd);
+    wplt = pixGetWpl(pixt);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        linet = datat + i * wplt;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(linet, j);
+            if (leftshift == 8)
+                val = val | (val << leftshift);
+            else
+                val <<= leftshift;
+            SET_DATA_TWO_BYTES(lined, j, val);
+        }
+    }
+
+    pixDestroy(&pixt);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                     Top-level conversion to 2 bpp                         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertTo2()
+ *
+ * \param[in]    pixs   1, 2, 4, 8, 32 bpp; colormap OK but will be removed
+ * \return  pixd   2 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a top-level function, with simple default values
+ *          used in pixConvertTo8() if unpacking is necessary.
+ *      (2) Any existing colormap is removed; the result is always gray.
+ *      (3) If the input image has 2 bpp and no colormap, the operation is
+ *          lossless and a copy is returned.
+ * 

+ */
+PIX *
+pixConvertTo2(PIX  *pixs)
+{
+l_int32  d;
+PIX     *pix1, *pix2, *pix3, *pixd;
+
+    PROCNAME("pixConvertTo2");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("depth not {1,2,4,8,32}", procName, NULL);
+
+    if (pixGetColormap(pixs) != NULL) {
+        pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+        d = pixGetDepth(pix1);
+    } else {
+        pix1 = pixCopy(NULL, pixs);
+    }
+    if (d == 32)
+        pix2 = pixConvertTo8(pix1, FALSE);
+    else
+        pix2 = pixClone(pix1);
+    pixDestroy(&pix1);
+    if (d == 1) {
+        pixd = pixConvert1To2(NULL, pix2, 3, 0);
+    } else if (d == 2) {
+        pixd = pixClone(pix2);
+    } else if (d == 4) {
+        pix3 = pixConvert4To8(pix2, FALSE);  /* unpack to 8 */
+        pixd = pixConvert8To2(pix3);
+        pixDestroy(&pix3);
+    } else {  /* d == 8 */
+        pixd = pixConvert8To2(pix2);
+    }
+    pixDestroy(&pix2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert8To2()
+ *
+ * \param[in]     pix     8 bpp; colormap OK
+ * \return  pixd  2 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Any existing colormap is removed to gray.
+ * 

+ */
+PIX *
+pixConvert8To2(PIX  *pix)
+{
+l_int32    i, j, w, h, wpls, wpld;
+l_uint32   word;
+l_uint32  *datas, *lines, *datad, *lined;
+PIX       *pixs, *pixd;
+
+    PROCNAME("pixConvert8To2");
+
+    if (!pix || pixGetDepth(pix) != 8)
+        return (PIX *)ERROR_PTR("pix undefined or not 8 bpp", procName, NULL);
+
+    if (pixGetColormap(pix) != NULL)
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixs = pixClone(pix);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreate(w, h, 2);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wpls; j++) {  /* march through 4 pixels at a time */
+            word = lines[j] & 0xc0c0c0c0;  /* top 2 bits of each byte */
+            word = (word >> 24) | ((word & 0xff0000) >> 18) |
+                   ((word & 0xff00) >> 12) | ((word & 0xff) >> 6);
+            SET_DATA_BYTE(lined, j, word);  /* only LS byte is filled */
+        }
+    }
+    pixDestroy(&pixs);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                     Top-level conversion to 4 bpp                         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertTo4()
+ *
+ * \param[in]    pixs   1, 2, 4, 8, 32 bpp; colormap OK but will be removed
+ * \return  pixd   4 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a top-level function, with simple default values
+ *          used in pixConvertTo8() if unpacking is necessary.
+ *      (2) Any existing colormap is removed; the result is always gray.
+ *      (3) If the input image has 4 bpp and no colormap, the operation is
+ *          lossless and a copy is returned.
+ * 

+ */
+PIX *
+pixConvertTo4(PIX  *pixs)
+{
+l_int32  d;
+PIX     *pix1, *pix2, *pix3, *pixd;
+
+    PROCNAME("pixConvertTo4");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("depth not {1,2,4,8,32}", procName, NULL);
+
+    if (pixGetColormap(pixs) != NULL) {
+        pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+        d = pixGetDepth(pix1);
+    } else {
+        pix1 = pixCopy(NULL, pixs);
+    }
+    if (d == 32)
+        pix2 = pixConvertTo8(pix1, FALSE);
+    else
+        pix2 = pixClone(pix1);
+    pixDestroy(&pix1);
+    if (d == 1) {
+        pixd = pixConvert1To4(NULL, pix2, 15, 0);
+    } else if (d == 2) {
+        pix3 = pixConvert2To8(pix2, 0, 0x55, 0xaa, 0xff, FALSE);
+        pixd = pixConvert8To4(pix3);
+        pixDestroy(&pix3);
+    } else if (d == 4) {
+        pixd = pixClone(pix2);
+    } else {  /* d == 8 */
+        pixd = pixConvert8To4(pix2);
+    }
+    pixDestroy(&pix2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert8To4()
+ *
+ * \param[in]     pix     8 bpp; colormap OK
+ * \return  pixd  4 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Any existing colormap is removed to gray.
+ * 

+ */
+PIX *
+pixConvert8To4(PIX  *pix)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32  *datas, *lines, *datad, *lined;
+PIX       *pixs, *pixd;
+
+    PROCNAME("pixConvert8To4");
+
+    if (!pix || pixGetDepth(pix) != 8)
+        return (PIX *)ERROR_PTR("pix undefined or not 8 bpp", procName, NULL);
+
+    if (pixGetColormap(pix) != NULL)
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_TO_GRAYSCALE);
+    else
+        pixs = pixClone(pix);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreate(w, h, 4);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(lines, j);
+            val = val >> 4;  /* take top 4 bits */
+            SET_DATA_QBIT(lined, j, val);
+        }
+    }
+    pixDestroy(&pixs);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                     Top-level conversion to 1 bpp                         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertTo1Adaptive()
+ *
+ * \param[in]    pixs       1, 2, 4, 8, 16 or 32 bpp
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a top-level function, that uses default values for
+ *          adaptive thresholding, if necessary.  Otherwise, it is the same as
+ *          pixConvertTo1(), which uses a global threshold for binarization.
+ * 

+ */
+PIX *
+pixConvertTo1Adaptive(PIX     *pixs)
+{
+l_int32   d, color0, color1, rval, gval, bval;
+PIX      *pix1, *pix2, *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixConvertTo1Adaptive");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("depth not {1,2,4,8,16,32}", procName, NULL);
+
+    cmap = pixGetColormap(pixs);
+    if (d == 1) {
+        if (!cmap) {
+            return pixCopy(NULL, pixs);
+        } else {  /* strip the colormap off, and invert if reasonable
+                   for standard binary photometry.  */
+            pixcmapGetColor(cmap, 0, &rval, &gval, &bval);
+            color0 = rval + gval + bval;
+            pixcmapGetColor(cmap, 1, &rval, &gval, &bval);
+            color1 = rval + gval + bval;
+            pixd = pixCopy(NULL, pixs);
+            pixDestroyColormap(pixd);
+            if (color1 > color0)
+                pixInvert(pixd, pixd);
+            return pixd;
+        }
+    }
+
+        /* For all other depths, use 8 bpp as an intermediary */
+    pix1 = pixConvertTo8(pixs, FALSE);
+    pix2 = pixBackgroundNormSimple(pix1, NULL, NULL);
+    pixd = pixThresholdToBinary(pix2, 180);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertTo1()
+ *
+ * \param[in]    pixs       1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    threshold  for final binarization, relative to 8 bpp
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a top-level function, with simple default values
+ *          used in pixConvertTo8() if unpacking is necessary.
+ *      (2) Any existing colormap is removed.
+ *      (3) If the input image has 1 bpp and no colormap, the operation is
+ *          lossless and a copy is returned.
+ * 

+ */
+PIX *
+pixConvertTo1(PIX     *pixs,
+              l_int32  threshold)
+{
+l_int32   d, color0, color1, rval, gval, bval;
+PIX      *pixg, *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixConvertTo1");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("depth not {1,2,4,8,16,32}", procName, NULL);
+
+    cmap = pixGetColormap(pixs);
+    if (d == 1) {
+        if (!cmap) {
+            return pixCopy(NULL, pixs);
+        } else {  /* strip the colormap off, and invert if reasonable
+                   for standard binary photometry.  */
+            pixcmapGetColor(cmap, 0, &rval, &gval, &bval);
+            color0 = rval + gval + bval;
+            pixcmapGetColor(cmap, 1, &rval, &gval, &bval);
+            color1 = rval + gval + bval;
+            pixd = pixCopy(NULL, pixs);
+            pixDestroyColormap(pixd);
+            if (color1 > color0)
+                pixInvert(pixd, pixd);
+            return pixd;
+        }
+    }
+
+        /* For all other depths, use 8 bpp as an intermediary */
+    pixg = pixConvertTo8(pixs, FALSE);
+    pixd = pixThresholdToBinary(pixg, threshold);
+    pixDestroy(&pixg);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertTo1BySampling()
+ *
+ * \param[in]    pixs       1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    factor     submsampling factor; integer >= 1
+ * \param[in]    threshold  for final binarization, relative to 8 bpp
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a quick and dirty, top-level converter.
+ *      (2) See pixConvertTo1() for default values.
+ * 

+ */
+PIX *
+pixConvertTo1BySampling(PIX     *pixs,
+                        l_int32  factor,
+                        l_int32  threshold)
+{
+l_float32  scalefactor;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixConvertTo1BySampling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (factor < 1)
+        return (PIX *)ERROR_PTR("factor must be >= 1", procName, NULL);
+
+    scalefactor = 1. / (l_float32)factor;
+    pixt = pixScaleBySampling(pixs, scalefactor, scalefactor);
+    pixd = pixConvertTo1(pixt, threshold);
+
+    pixDestroy(&pixt);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                     Top-level conversion to 8 bpp                         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertTo8()
+ *
+ * \param[in]    pixs      1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    cmapflag  TRUE if pixd is to have a colormap; FALSE otherwise
+ * \return  pixd 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a top-level function, with simple default values
+ *          for unpacking.
+ *      (2) The result, pixd, is made with a colormap if specified.
+ *          It is always a new image -- never a clone.  For example,
+ *          if d == 8, and cmapflag matches the existence of a cmap
+ *          in pixs, the operation is lossless and it returns a copy.
+ *      (3) The default values used are:
+ *          ~ 1 bpp: val0 = 255, val1 = 0
+ *          ~ 2 bpp: 4 bpp:  even increments over dynamic range
+ *          ~ 8 bpp: lossless if cmap matches cmapflag
+ *          ~ 16 bpp: use most significant byte
+ *      (4) If 32 bpp RGB, this is converted to gray.  If you want
+ *          to do color quantization, you must specify the type
+ *          explicitly, using the color quantization code.
+ * 

+ */
+PIX *
+pixConvertTo8(PIX     *pixs,
+              l_int32  cmapflag)
+{
+l_int32   d;
+PIX      *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixConvertTo8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("depth not {1,2,4,8,16,32}", procName, NULL);
+
+    if (d == 1) {
+        if (cmapflag)
+            return pixConvert1To8Cmap(pixs);
+        else
+            return pixConvert1To8(NULL, pixs, 255, 0);
+    } else if (d == 2) {
+        return pixConvert2To8(pixs, 0, 85, 170, 255, cmapflag);
+    } else if (d == 4) {
+        return pixConvert4To8(pixs, cmapflag);
+    } else if (d == 8) {
+        cmap = pixGetColormap(pixs);
+        if ((cmap && cmapflag) || (!cmap && !cmapflag)) {
+            return pixCopy(NULL, pixs);
+        } else if (cmap) {  /* !cmapflag */
+            return pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+        } else {  /* !cmap && cmapflag; add colormap to pixd */
+            pixd = pixCopy(NULL, pixs);
+            pixAddGrayColormap8(pixd);
+            return pixd;
+        }
+    } else if (d == 16) {
+        pixd = pixConvert16To8(pixs, L_MS_BYTE);
+        if (cmapflag)
+            pixAddGrayColormap8(pixd);
+        return pixd;
+    } else { /* d == 32 */
+        pixd = pixConvertRGBToLuminance(pixs);
+        if (cmapflag)
+            pixAddGrayColormap8(pixd);
+        return pixd;
+    }
+}
+
+
+/*!
+ * \brief   pixConvertTo8BySampling()
+ *
+ * \param[in]    pixs      1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    factor    submsampling factor; integer >= 1
+ * \param[in]    cmapflag  TRUE if pixd is to have a colormap; FALSE otherwise
+ * \return  pixd 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a fast, quick/dirty, top-level converter.
+ *      (2) See pixConvertTo8() for default values.
+ * 

+ */
+PIX *
+pixConvertTo8BySampling(PIX     *pixs,
+                        l_int32  factor,
+                        l_int32  cmapflag)
+{
+l_float32  scalefactor;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixConvertTo8BySampling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (factor < 1)
+        return (PIX *)ERROR_PTR("factor must be >= 1", procName, NULL);
+
+    scalefactor = 1. / (l_float32)factor;
+    pixt = pixScaleBySampling(pixs, scalefactor, scalefactor);
+    pixd = pixConvertTo8(pixt, cmapflag);
+
+    pixDestroy(&pixt);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertTo8Colormap()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    dither  1 to dither if necessary; 0 otherwise
+ * \return  pixd 8 bpp, cmapped, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a top-level function, with simple default values
+ *          for unpacking.
+ *      (2) The result, pixd, is always made with a colormap.
+ *      (3) If d == 8, the operation is lossless and it returns a copy.
+ *      (4) The default values used for increasing depth are:
+ *          ~ 1 bpp: val0 = 255, val1 = 0
+ *          ~ 2 bpp: 4 bpp:  even increments over dynamic range
+ *      (5) For 16 bpp, use the most significant byte.
+ *      (6) For 32 bpp RGB, use octcube quantization with optional dithering.
+ * 

+ */
+PIX *
+pixConvertTo8Colormap(PIX     *pixs,
+                      l_int32  dither)
+{
+l_int32  d;
+
+    PROCNAME("pixConvertTo8Colormap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("depth not {1,2,4,8,16,32}", procName, NULL);
+
+    if (d != 32)
+        return pixConvertTo8(pixs, 1);
+
+    return pixConvertRGBToColormap(pixs, dither);
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                    Top-level conversion to 16 bpp                         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertTo16()
+ *
+ * \param[in]    pixs    1, 8 bpp
+ * \return  pixd 16 bpp, or NULL on error
+ *
+ *  Usage: Top-level function, with simple default values for unpacking.
+ *      1 bpp:  val0 = 0xffff, val1 = 0
+ *      8 bpp:  replicates the 8 bit value in both the MSB and LSB
+ *              of the 16 bit pixel.
+ */
+PIX *
+pixConvertTo16(PIX  *pixs)
+{
+l_int32  d;
+
+    PROCNAME("pixConvertTo16");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    d = pixGetDepth(pixs);
+    if (d == 1)
+        return pixConvert1To16(NULL, pixs, 0xffff, 0);
+    else if (d == 8)
+        return pixConvert8To16(pixs, 8);
+    else
+        return (PIX *)ERROR_PTR("src depth not 1 or 8 bpp", procName, NULL);
+}
+
+
+
+/*---------------------------------------------------------------------------*
+ *                    Top-level conversion to 32 bpp                         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertTo32()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16, 24 or 32 bpp
+ * \return  pixd 32 bpp, or NULL on error
+ *
+ *  Usage: Top-level function, with simple default values for unpacking.
+ *      1 bpp:  val0 = 255, val1 = 0
+ *              and then replication into R, G and B components
+ *      2 bpp:  if colormapped, use the colormap values; otherwise,
+ *              use val0 = 0, val1 = 0x55, val2 = 0xaa, val3 = 255
+ *              and replicate gray into R, G and B components
+ *      4 bpp:  if colormapped, use the colormap values; otherwise,
+ *              replicate 2 nybs into a byte, and then into R,G,B components
+ *      8 bpp:  if colormapped, use the colormap values; otherwise,
+ *              replicate gray values into R, G and B components
+ *      16 bpp: replicate MSB into R, G and B components
+ *      24 bpp: unpack the pixels, maintaining word alignment on each scanline
+ *      32 bpp: makes a copy
+ *
+ * 
+ * Notes:
+ *      (1) Never returns a clone of pixs.
+ * 

+ */
+PIX *
+pixConvertTo32(PIX  *pixs)
+{
+l_int32  d;
+PIX     *pix1, *pixd;
+
+    PROCNAME("pixConvertTo32");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    d = pixGetDepth(pixs);
+    if (d == 1) {
+        return pixConvert1To32(NULL, pixs, 0xffffffff, 0);
+    } else if (d == 2) {
+        pix1 = pixConvert2To8(pixs, 0, 85, 170, 255, TRUE);
+        pixd = pixConvert8To32(pix1);
+        pixDestroy(&pix1);
+        return pixd;
+    } else if (d == 4) {
+        pix1 = pixConvert4To8(pixs, TRUE);
+        pixd = pixConvert8To32(pix1);
+        pixDestroy(&pix1);
+        return pixd;
+    } else if (d == 8) {
+        return pixConvert8To32(pixs);
+    } else if (d == 16) {
+        pix1 = pixConvert16To8(pixs, L_MS_BYTE);
+        pixd = pixConvert8To32(pix1);
+        pixDestroy(&pix1);
+        return pixd;
+    } else if (d == 24) {
+        return pixConvert24To32(pixs);
+    } else if (d == 32) {
+        return pixCopy(NULL, pixs);
+    } else {
+        return (PIX *)ERROR_PTR("depth not 1, 2, 4, 8, 16, 32 bpp",
+                                procName, NULL);
+    }
+}
+
+
+/*!
+ * \brief   pixConvertTo32BySampling()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16, 24 or 32 bpp
+ * \param[in]    factor  submsampling factor; integer >= 1
+ * \return  pixd 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a fast, quick/dirty, top-level converter.
+ *      (2) See pixConvertTo32() for default values.
+ * 

+ */
+PIX *
+pixConvertTo32BySampling(PIX     *pixs,
+                         l_int32  factor)
+{
+l_float32  scalefactor;
+PIX       *pix1, *pixd;
+
+    PROCNAME("pixConvertTo32BySampling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (factor < 1)
+        return (PIX *)ERROR_PTR("factor must be >= 1", procName, NULL);
+
+    scalefactor = 1. / (l_float32)factor;
+    pix1 = pixScaleBySampling(pixs, scalefactor, scalefactor);
+    pixd = pixConvertTo32(pix1);
+
+    pixDestroy(&pix1);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert8To32()
+ *
+ * \param[in]    pixs    8 bpp
+ * \return  32 bpp rgb pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is no colormap, replicates the gray value
+ *          into the 3 MSB of the dest pixel.
+ * 

+ */
+PIX *
+pixConvert8To32(PIX  *pixs)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32  *datas, *datad, *lines, *lined;
+l_uint32  *tab;
+PIX       *pixd;
+
+    PROCNAME("pixConvert8To32");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+
+    if (pixGetColormap(pixs))
+        return pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(w, h, 32)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+        /* Replication table gray --> rgb */
+    tab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32));
+    for (i = 0; i < 256; i++)
+      tab[i] = (i << 24) | (i << 16) | (i << 8);
+
+        /* Replicate 1 --> 4 bytes (alpha byte not set) */
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val = GET_DATA_BYTE(lines, j);
+            lined[j] = tab[val];
+        }
+    }
+
+    LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *           Top-level conversion to 8 or 32 bpp, without colormap           *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertTo8Or32()
+ *
+ * \param[in]    pixs      1, 2, 4, 8, 16, with or without colormap;
+ *                         or 32 bpp rgb
+ * \param[in]    copyflag  L_CLONE or L_COPY
+ * \param[in]    warnflag  1 to issue warning if colormap is removed; else 0
+ * \return  pixd 8 bpp grayscale or 32 bpp rgb, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is a colormap, the colormap is removed to 8 or 32 bpp,
+ *          depending on whether the colors in the colormap are all gray.
+ *      (2) If the input is either rgb or 8 bpp without a colormap,
+ *          this returns either a clone or a copy, depending on %copyflag.
+ *      (3) Otherwise, the pix is converted to 8 bpp grayscale.
+ *          In all cases, pixd does not have a colormap.
+ * 

+ */
+PIX *
+pixConvertTo8Or32(PIX     *pixs,
+                  l_int32  copyflag,
+                  l_int32  warnflag)
+{
+l_int32  d;
+PIX     *pixd;
+
+    PROCNAME("pixConvertTo8Or32");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (copyflag != L_CLONE && copyflag != L_COPY)
+        return (PIX *)ERROR_PTR("invalid copyflag", procName, NULL);
+
+    d = pixGetDepth(pixs);
+    if (pixGetColormap(pixs)) {
+        if (warnflag) L_WARNING("pix has colormap; removing\n", procName);
+        pixd = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    } else if (d == 8 || d == 32) {
+        if (copyflag == L_CLONE)
+            pixd = pixClone(pixs);
+        else  /* copyflag == L_COPY */
+            pixd = pixCopy(NULL, pixs);
+    } else {
+        pixd = pixConvertTo8(pixs, 0);
+    }
+
+        /* Sanity check on result */
+    d = pixGetDepth(pixd);
+    if (d != 8 && d != 32) {
+        pixDestroy(&pixd);
+        return (PIX *)ERROR_PTR("depth not 8 or 32 bpp", procName, NULL);
+    }
+
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                 Conversion between 24 bpp and 32 bpp rgb                  *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvert24To32()
+ *
+ * \param[in]    pixs    24 bpp rgb
+ * \return  pixd 32 bpp rgb, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) 24 bpp rgb pix are not supported in leptonica, except for a small
+ *          number of formatted write operations.  The data is a byte array,
+ *          with pixels in order r,g,b, and padded to 32 bit boundaries
+ *          in each line.
+ *      (2) Because 24 bpp rgb pix are conveniently generated by programs
+ *          such as xpdf (which has SplashBitmaps that store the raster
+ *          data in consecutive 24-bit rgb pixels), it is useful to provide
+ *          24 bpp pix that simply incorporate that data.  The only things
+ *          we can do with these are:
+ *            (a) write them to file in png, jpeg, tiff and pnm
+ *            (b) interconvert between 24 and 32 bpp in memory (for testing).
+ * 

+ */
+PIX *
+pixConvert24To32(PIX  *pixs)
+{
+l_uint8   *lines;
+l_int32    w, h, d, i, j, wpls, wpld, rval, gval, bval;
+l_uint32   pixel;
+l_uint32  *datas, *datad, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixConvert24to32");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 24)
+        return (PIX *)ERROR_PTR("pixs not 24 bpp", procName, NULL);
+
+    pixd = pixCreateNoInit(w, h, 32);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = (l_uint8 *)(datas + i * wpls);
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            rval = *lines++;
+            gval = *lines++;
+            bval = *lines++;
+            composeRGBPixel(rval, gval, bval, &pixel);
+            lined[j] = pixel;
+        }
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert32To24()
+ *
+ * \param[in]    pixs    32 bpp rgb
+ * \return  pixd 24 bpp rgb, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixconvert24To32().
+ * 

+ */
+PIX *
+pixConvert32To24(PIX  *pixs)
+{
+l_uint8   *rgbdata8;
+l_int32    w, h, d, i, j, wpls, wpld, rval, gval, bval;
+l_uint32  *datas, *lines, *rgbdata;
+PIX       *pixd;
+
+    PROCNAME("pixConvert32to24");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateNoInit(w, h, 24);
+    rgbdata = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        rgbdata8 = (l_uint8 *)(rgbdata + i * wpld);
+        for (j = 0; j < w; j++) {
+            extractRGBValues(lines[j], &rval, &gval, &bval);
+            *rgbdata8++ = rval;
+            *rgbdata8++ = gval;
+            *rgbdata8++ = bval;
+        }
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *            Conversion between 32 bpp (1 spp) and 16 or 8 bpp              *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvert32To16()
+ *
+ * \param[in]    pixs   32 bpp, single component
+ * \param[in]    type   L_LS_TWO_BYTES, L_MS_TWO_BYTES, L_CLIP_TO_FFFF
+ * \return  pixd 16 bpp , or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The data in pixs is typically used for labelling.
+ *          It is an array of l_uint32 values, not rgb or rgba.
+ * 

+ */
+PIX *
+pixConvert32To16(PIX     *pixs,
+                 l_int32  type)
+{
+l_uint16   dword;
+l_int32    w, h, i, j, wpls, wpld;
+l_uint32   sword;
+l_uint32  *datas, *lines, *datad, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixConvert32to16");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+    if (type != L_LS_TWO_BYTES && type != L_MS_TWO_BYTES &&
+        type != L_CLIP_TO_FFFF)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, 16)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    wpls = pixGetWpl(pixs);
+    datas = pixGetData(pixs);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        if (type == L_LS_TWO_BYTES) {
+            for (j = 0; j < wpls; j++) {
+                sword = *(lines + j);
+                dword = sword & 0xffff;
+                SET_DATA_TWO_BYTES(lined, j, dword);
+            }
+        } else if (type == L_MS_TWO_BYTES) {
+            for (j = 0; j < wpls; j++) {
+                sword = *(lines + j);
+                dword = sword >> 16;
+                SET_DATA_TWO_BYTES(lined, j, dword);
+            }
+        } else {  /* type == L_CLIP_TO_FFFF */
+            for (j = 0; j < wpls; j++) {
+                sword = *(lines + j);
+                dword = (sword >> 16) ? 0xffff : (sword & 0xffff);
+                SET_DATA_TWO_BYTES(lined, j, dword);
+            }
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvert32To8()
+ *
+ * \param[in]    pixs    32 bpp, single component
+ * \param[in]    type16  L_LS_TWO_BYTES, L_MS_TWO_BYTES, L_CLIP_TO_FFFF
+ * \param[in]    type8   L_LS_BYTE, L_MS_BYTE, L_CLIP_TO_FF
+ * \return  pixd 8 bpp, or NULL on error
+ */
+PIX *
+pixConvert32To8(PIX     *pixs,
+                l_int32  type16,
+                l_int32  type8)
+{
+PIX  *pix1, *pixd;
+
+    PROCNAME("pixConvert32to8");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+    if (type16 != L_LS_TWO_BYTES && type16 != L_MS_TWO_BYTES &&
+        type16 != L_CLIP_TO_FFFF)
+        return (PIX *)ERROR_PTR("invalid type16", procName, NULL);
+    if (type8 != L_LS_BYTE && type8 != L_MS_BYTE && type8 != L_CLIP_TO_FF)
+        return (PIX *)ERROR_PTR("invalid type8", procName, NULL);
+
+    pix1 = pixConvert32To16(pixs, type16);
+    pixd = pixConvert16To8(pix1, type8);
+    pixDestroy(&pix1);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *        Removal of alpha component by blending with white background       *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixRemoveAlpha()
+ *
+ * \param[in]    pixs   any depth
+ * \return  pixd        if 32 bpp rgba, pixs blended over a white background;
+ *                      a clone of pixs otherwise, and NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper on pixAlphaBlendUniform()
+ * 

+ */
+PIX *
+pixRemoveAlpha(PIX *pixs)
+{
+    PROCNAME("pixRemoveAlpha");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    if (pixGetDepth(pixs) == 32 && pixGetSpp(pixs) == 4)
+        return pixAlphaBlendUniform(pixs, 0xffffff00);
+    else
+        return pixClone(pixs);
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                  Addition of alpha component to 1 bpp                     *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixAddAlphaTo1bpp()
+ *
+ * \param[in]    pixd    [optional] 1 bpp, can be null or equal to pixs
+ * \param[in]    pixs    1 bpp
+ * \return  pixd 1 bpp with colormap and non-opaque alpha,
+ *                    or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) We don't use 1 bpp colormapped images with alpha in leptonica,
+ *          but we support generating them (here), writing to png, and reading
+ *          the png.  On reading, they are converted to 32 bpp RGBA.
+ *      (2) The background (0) pixels in pixs become fully transparent, and the
+ *          foreground (1) pixels are fully opaque.  Thus, pixd is a 1 bpp
+ *          representation of a stencil, that can be used to paint over pixels
+ *          of a backing image that are masked by the foreground in pixs.
+ * 

+ */
+PIX *
+pixAddAlphaTo1bpp(PIX  *pixd,
+                  PIX  *pixs)
+{
+PIXCMAP  *cmap;
+
+    PROCNAME("pixAddAlphaTo1bpp");
+
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (pixd && (pixd != pixs))
+        return (PIX *)ERROR_PTR("pixd defined but != pixs", procName, NULL);
+
+    pixd = pixCopy(pixd, pixs);
+    cmap = pixcmapCreate(1);
+    pixSetColormap(pixd, cmap);
+    pixcmapAddRGBA(cmap, 255, 255, 255, 0);  /* 0 ==> white + transparent */
+    pixcmapAddRGBA(cmap, 0, 0, 0, 255);  /* 1 ==> black + opaque */
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                  Lossless depth conversion (unpacking)                    *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertLossless()
+ *
+ * \param[in]    pixs    1, 2, 4, 8 bpp, not cmapped
+ * \param[in]    d       destination depth: 2, 4 or 8
+ * \return  pixd 2, 4 or 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a lossless unpacking (depth-increasing)
+ *          conversion.  If ds is the depth of pixs, then
+ *           ~ if d < ds, returns NULL
+ *           ~ if d == ds, returns a copy
+ *           ~ if d > ds, does the unpacking conversion
+ *      (2) If pixs has a colormap, this is an error.
+ * 

+ */
+PIX *
+pixConvertLossless(PIX     *pixs,
+                   l_int32  d)
+{
+l_int32    w, h, ds, wpls, wpld, i, j, val;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixConvertLossless");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL);
+    if (d != 2 && d != 4 && d != 8)
+        return (PIX *)ERROR_PTR("invalid dest depth", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, &ds);
+    if (d < ds)
+        return (PIX *)ERROR_PTR("depth > d", procName, NULL);
+    else if (d == ds)
+        return pixCopy(NULL, pixs);
+
+    if ((pixd = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+
+        /* Unpack the bits */
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        switch (ds)
+        {
+        case 1:
+            for (j = 0; j < w; j++) {
+                val = GET_DATA_BIT(lines, j);
+                if (d == 8)
+                    SET_DATA_BYTE(lined, j, val);
+                else if (d == 4)
+                    SET_DATA_QBIT(lined, j, val);
+                else  /* d == 2 */
+                    SET_DATA_DIBIT(lined, j, val);
+            }
+            break;
+        case 2:
+            for (j = 0; j < w; j++) {
+                val = GET_DATA_DIBIT(lines, j);
+                if (d == 8)
+                    SET_DATA_BYTE(lined, j, val);
+                else  /* d == 4 */
+                    SET_DATA_QBIT(lined, j, val);
+            }
+            break;
+        case 4:
+            for (j = 0; j < w; j++) {
+                val = GET_DATA_DIBIT(lines, j);
+                SET_DATA_BYTE(lined, j, val);
+            }
+            break;
+        }
+    }
+
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                     Conversion for printing in PostScript                 *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertForPSWrap()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16, 32 bpp
+ * \return  pixd    1, 8, or 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For wrapping in PostScript, we convert pixs to
+ *          1 bpp, 8 bpp (gray) and 32 bpp (RGB color).
+ *      (2) Colormaps are removed.  For pixs with colormaps, the
+ *          images are converted to either 8 bpp gray or 32 bpp
+ *          RGB, depending on whether the colormap has color content.
+ *      (3) Images without colormaps, that are not 1 bpp or 32 bpp,
+ *          are converted to 8 bpp gray.
+ * 

+ */
+PIX *
+pixConvertForPSWrap(PIX  *pixs)
+{
+l_int32   d;
+PIX      *pixd;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixConvertForPSWrap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    cmap = pixGetColormap(pixs);
+    d = pixGetDepth(pixs);
+    switch (d)
+    {
+    case 1:
+    case 32:
+        pixd = pixClone(pixs);
+        break;
+    case 2:
+        if (cmap)
+            pixd = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+        else
+            pixd = pixConvert2To8(pixs, 0, 0x55, 0xaa, 0xff, FALSE);
+        break;
+    case 4:
+        if (cmap)
+            pixd = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+        else
+            pixd = pixConvert4To8(pixs, FALSE);
+        break;
+    case 8:
+        pixd = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+        break;
+    case 16:
+        pixd = pixConvert16To8(pixs, L_MS_BYTE);
+        break;
+    default:
+        fprintf(stderr, "depth not in {1, 2, 4, 8, 16, 32}");
+        return NULL;
+   }
+
+   return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *                      Scaling conversion to subpixel RGB                   *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConvertToSubpixelRGB()
+ *
+ * \param[in]    pixs            8 bpp grayscale, 32 bpp rgb, or colormapped
+ * \param[in]    scalex, scaley  anisotropic scaling permitted between
+ *                               source and destination
+ * \param[in]    order           of subpixel rgb color components in
+ *                               composition of pixd:
+ *                               L_SUBPIXEL_ORDER_RGB, L_SUBPIXEL_ORDER_BGR,
+ *                               L_SUBPIXEL_ORDER_VRGB, L_SUBPIXEL_ORDER_VBGR
+ * \return  pixd 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs has a colormap, it is removed based on its contents
+ *          to either 8 bpp gray or rgb.
+ *      (2) For horizontal subpixel splitting, the input image
+ *          is rescaled by %scaley vertically and by 3.0 times
+ *          %scalex horizontally.  Then each horizontal triplet
+ *          of pixels is mapped back to a single rgb pixel, with the
+ *          r, g and b values being assigned based on the pixel triplet.
+ *          For gray triplets, the r, g, and b values are set equal to
+ *          the three gray values.  For color triplets, the r, g and b
+ *          values are set equal to the components from the appropriate
+ *          subpixel.  Vertical subpixel splitting is handled similarly.
+ *      (3) See pixConvertGrayToSubpixelRGB() and
+ *          pixConvertColorToSubpixelRGB() for further details.
+ * 

+ */
+PIX *
+pixConvertToSubpixelRGB(PIX       *pixs,
+                        l_float32  scalex,
+                        l_float32  scaley,
+                        l_int32    order)
+{
+l_int32    d;
+PIX       *pix1, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixConvertToSubpixelRGB");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    cmap = pixGetColormap(pixs);
+    if (d != 8 && d != 32 && !cmap)
+        return (PIX *)ERROR_PTR("pix not 8 or 32 bpp and not cmapped",
+                                procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIX *)ERROR_PTR("scale factors must be > 0", procName, NULL);
+    if (order != L_SUBPIXEL_ORDER_RGB && order != L_SUBPIXEL_ORDER_BGR &&
+        order != L_SUBPIXEL_ORDER_VRGB && order != L_SUBPIXEL_ORDER_VBGR)
+        return (PIX *)ERROR_PTR("invalid subpixel order", procName, NULL);
+    if ((pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC)) == NULL)
+        return (PIX *)ERROR_PTR("pix1 not made", procName, NULL);
+
+    d = pixGetDepth(pix1);
+    pixd = NULL;
+    if (d == 8)
+        pixd = pixConvertGrayToSubpixelRGB(pix1, scalex, scaley, order);
+    else if (d == 32)
+        pixd = pixConvertColorToSubpixelRGB(pix1, scalex, scaley, order);
+    else
+        L_ERROR("invalid depth %d\n", procName, d);
+
+    pixDestroy(&pix1);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertGrayToSubpixelRGB()
+ *
+ * \param[in]    pixs            8 bpp or colormapped
+ * \param[in]    scalex, scaley
+ * \param[in]    order           of subpixel rgb color components in
+ *                               composition of pixd:
+ *                               L_SUBPIXEL_ORDER_RGB, L_SUBPIXEL_ORDER_BGR,
+ *                               L_SUBPIXEL_ORDER_VRGB, L_SUBPIXEL_ORDER_VBGR
+ * \return  pixd 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs has a colormap, it is removed to 8 bpp.
+ *      (2) For horizontal subpixel splitting, the input gray image
+ *          is rescaled by %scaley vertically and by 3.0 times
+ *          %scalex horizontally.  Then each horizontal triplet
+ *          of pixels is mapped back to a single rgb pixel, with the
+ *          r, g and b values being assigned from the triplet of gray values.
+ *          Similar operations are used for vertical subpixel splitting.
+ *      (3) This is a form of subpixel rendering that tends to give the
+ *          resulting text a sharper and somewhat chromatic display.
+ *          For horizontal subpixel splitting, the observable difference
+ *          between %order=L_SUBPIXEL_ORDER_RGB and
+ *          %order=L_SUBPIXEL_ORDER_BGR is reduced by optical diffusers
+ *          in the display that make the pixel color appear to emerge
+ *          from the entire pixel.
+ * 

+ */
+PIX *
+pixConvertGrayToSubpixelRGB(PIX       *pixs,
+                            l_float32  scalex,
+                            l_float32  scaley,
+                            l_int32    order)
+{
+l_int32    w, h, d, wd, hd, wplt, wpld, i, j, rval, gval, bval, direction;
+l_uint32  *datat, *datad, *linet, *lined;
+PIX       *pix1, *pix2, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixConvertGrayToSubpixelRGB");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    cmap = pixGetColormap(pixs);
+    if (d != 8 && !cmap)
+        return (PIX *)ERROR_PTR("pix not 8 bpp & not cmapped", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIX *)ERROR_PTR("scale factors must be > 0", procName, NULL);
+    if (order != L_SUBPIXEL_ORDER_RGB && order != L_SUBPIXEL_ORDER_BGR &&
+        order != L_SUBPIXEL_ORDER_VRGB && order != L_SUBPIXEL_ORDER_VBGR)
+        return (PIX *)ERROR_PTR("invalid subpixel order", procName, NULL);
+
+    direction =
+        (order == L_SUBPIXEL_ORDER_RGB || order == L_SUBPIXEL_ORDER_BGR)
+        ? L_HORIZ : L_VERT;
+    pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
+    if (direction == L_HORIZ)
+        pix2 = pixScale(pix1, 3.0 * scalex, scaley);
+    else  /* L_VERT */
+        pix2 = pixScale(pix1, scalex, 3.0 * scaley);
+
+    pixGetDimensions(pix2, &w, &h, NULL);
+    wd = (direction == L_HORIZ) ? w / 3 : w;
+    hd = (direction == L_VERT) ? h / 3 : h;
+    pixd = pixCreate(wd, hd, 32);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    datat = pixGetData(pix2);
+    wplt = pixGetWpl(pix2);
+    if (direction == L_HORIZ) {
+        for (i = 0; i < hd; i++) {
+            linet = datat + i * wplt;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                rval = GET_DATA_BYTE(linet, 3 * j);
+                gval = GET_DATA_BYTE(linet, 3 * j + 1);
+                bval = GET_DATA_BYTE(linet, 3 * j + 2);
+                if (order == L_SUBPIXEL_ORDER_RGB)
+                    composeRGBPixel(rval, gval, bval, &lined[j]);
+                else  /* order BGR */
+                    composeRGBPixel(bval, gval, rval, &lined[j]);
+            }
+        }
+    } else {  /* L_VERT */
+        for (i = 0; i < hd; i++) {
+            linet = datat + 3 * i * wplt;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                rval = GET_DATA_BYTE(linet, j);
+                gval = GET_DATA_BYTE(linet + wplt, j);
+                bval = GET_DATA_BYTE(linet + 2 * wplt, j);
+                if (order == L_SUBPIXEL_ORDER_VRGB)
+                    composeRGBPixel(rval, gval, bval, &lined[j]);
+                else  /* order VBGR */
+                    composeRGBPixel(bval, gval, rval, &lined[j]);
+            }
+        }
+    }
+
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixConvertColorToSubpixelRGB()
+ *
+ * \param[in]    pixs            32 bpp or colormapped
+ * \param[in]    scalex, scaley
+ * \param[in]    order           of subpixel rgb color components in
+ *                               composition of pixd:
+ *                               L_SUBPIXEL_ORDER_RGB, L_SUBPIXEL_ORDER_BGR,
+ *                               L_SUBPIXEL_ORDER_VRGB, L_SUBPIXEL_ORDER_VBGR
+ * \return  pixd 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If pixs has a colormap, it is removed to 32 bpp rgb.
+ *          If the colormap has no color, pixConvertGrayToSubpixelRGB()
+ *          should be called instead, because it will give the same result
+ *          more efficiently.  The function pixConvertToSubpixelRGB()
+ *          will do the best thing for all cases.
+ *      (2) For horizontal subpixel splitting, the input rgb image
+ *          is rescaled by %scaley vertically and by 3.0 times
+ *          %scalex horizontally.  Then for each horizontal triplet
+ *          of pixels, the r component of the final pixel is selected
+ *          from the r component of the appropriate pixel in the triplet,
+ *          and likewise for g and b.  Vertical subpixel splitting is
+ *          handled similarly.
+ * 

+ */
+PIX *
+pixConvertColorToSubpixelRGB(PIX       *pixs,
+                             l_float32  scalex,
+                             l_float32  scaley,
+                             l_int32    order)
+{
+l_int32    w, h, d, wd, hd, wplt, wpld, i, j, rval, gval, bval, direction;
+l_uint32  *datat, *datad, *linet, *lined;
+PIX       *pix1, *pix2, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixConvertColorToSubpixelRGB");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    cmap = pixGetColormap(pixs);
+    if (d != 32 && !cmap)
+        return (PIX *)ERROR_PTR("pix not 32 bpp & not cmapped", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIX *)ERROR_PTR("scale factors must be > 0", procName, NULL);
+    if (order != L_SUBPIXEL_ORDER_RGB && order != L_SUBPIXEL_ORDER_BGR &&
+        order != L_SUBPIXEL_ORDER_VRGB && order != L_SUBPIXEL_ORDER_VBGR)
+        return (PIX *)ERROR_PTR("invalid subpixel order", procName, NULL);
+
+    direction =
+        (order == L_SUBPIXEL_ORDER_RGB || order == L_SUBPIXEL_ORDER_BGR)
+        ? L_HORIZ : L_VERT;
+    pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR);
+    if (direction == L_HORIZ)
+        pix2 = pixScale(pix1, 3.0 * scalex, scaley);
+    else  /* L_VERT */
+        pix2 = pixScale(pix1, scalex, 3.0 * scaley);
+
+    pixGetDimensions(pix2, &w, &h, NULL);
+    wd = (direction == L_HORIZ) ? w / 3 : w;
+    hd = (direction == L_VERT) ? h / 3 : h;
+    pixd = pixCreate(wd, hd, 32);
+    pixCopyInputFormat(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    datat = pixGetData(pix2);
+    wplt = pixGetWpl(pix2);
+    if (direction == L_HORIZ) {
+        for (i = 0; i < hd; i++) {
+            linet = datat + i * wplt;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                if (order == L_SUBPIXEL_ORDER_RGB) {
+                    extractRGBValues(linet[3 * j], &rval, NULL, NULL);
+                    extractRGBValues(linet[3 * j + 1], NULL, &gval, NULL);
+                    extractRGBValues(linet[3 * j + 2], NULL, NULL, &bval);
+                } else {  /* order BGR */
+                    extractRGBValues(linet[3 * j], NULL, NULL, &bval);
+                    extractRGBValues(linet[3 * j + 1], NULL, &gval, NULL);
+                    extractRGBValues(linet[3 * j + 2], &rval, NULL, NULL);
+                }
+                composeRGBPixel(rval, gval, bval, &lined[j]);
+            }
+        }
+    } else {  /* L_VERT */
+        for (i = 0; i < hd; i++) {
+            linet = datat + 3 * i * wplt;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                if (order == L_SUBPIXEL_ORDER_VRGB) {
+                    extractRGBValues(linet[j], &rval, NULL, NULL);
+                    extractRGBValues((linet + wplt)[j], NULL, &gval, NULL);
+                    extractRGBValues((linet + 2 * wplt)[j], NULL, NULL, &bval);
+                } else {  /* order VBGR */
+                    extractRGBValues(linet[j], NULL, NULL, &bval);
+                    extractRGBValues((linet + wplt)[j], NULL, &gval, NULL);
+                    extractRGBValues((linet + 2 * wplt)[j], &rval, NULL, NULL);
+                }
+                composeRGBPixel(rval, gval, bval, &lined[j]);
+            }
+        }
+    }
+
+    if (pixGetSpp(pixs) == 4)
+        pixScaleAndTransferAlpha(pixd, pixs, scalex, scaley);
+
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------*
+ *       Setting neutral point for min/max boost conversion to gray    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   l_setNeutralBoostVal()
+ *
+ * \param[in]    val    between 1 and 255; typical value is 180
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) This raises or lowers the selected min or max RGB component value,
+ *          depending on if that component is above or below this value.
+ * 

+ */
+void
+l_setNeutralBoostVal(l_int32  val)
+{
+    PROCNAME("l_setNeutralBoostVal");
+
+    if (val <= 0) {
+        L_ERROR("invalid reference value for neutral boost\n", procName);
+        return;
+    }
+    var_NEUTRAL_BOOST_VAL = val;
+}
diff --git a/3rdparty/hgOCR/leptonica/pixlabel.c b/3rdparty/hgOCR/leptonica/pixlabel.c
new file mode 100644
index 00000000..504ec7d6
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixlabel.c
@@ -0,0 +1,633 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pixlabel.c
+ * 
+ *
+ *     Label pixels by an index for connected component membership
+ *           PIX         *pixConnCompTransform()
+ *
+ *     Label pixels by the area of their connected component
+ *           PIX         *pixConnCompAreaTransform()
+ *
+ *     Label pixels to allow incremental computation of connected components
+ *           l_int32      pixConnCompIncrInit()
+ *           l_int32      pixConnCompIncrAdd()
+ *           l_int32      pixGetSortedNeighborValues()
+ *
+ *     Label pixels with spatially-dependent color coding
+ *           PIX         *pixLocToColorTransform()
+ *
+ *  Pixels get labelled in various ways throughout the leptonica library,
+ *  but most of the labelling is implicit, where the new value isn't
+ *  even considered to be a label -- it is just a transformed pixel value
+ *  that may be transformed again by another operation.  Quantization
+ *  by thresholding, and dilation by a structuring element, are examples
+ *  of these typical image processing operations.
+ *
+ *  However, there are some explicit labelling procedures that are useful
+ *  as end-points of analysis, where it typically would not make sense
+ *  to do further image processing on the result.  Assigning false color
+ *  based on pixel properties is an example of such labelling operations.
+ *  Such operations typically have 1 bpp input images, and result
+ *  in grayscale or color images.
+ *
+ *  The procedures in this file are concerned with such explicit labelling.
+ *  Some of these labelling procedures are also in other places in leptonica:
+ *
+ *    runlength.c:
+ *       This file has two labelling transforms based on runlengths:
+ *       pixStrokeWidthTransform() and pixvRunlengthTransform().
+ *       The pixels are labelled based on the width of the "stroke" to
+ *       which they belong, or on the length of the horizontal or
+ *       vertical run in which they are a member.  Runlengths can easily
+ *       be filtered using a threshold.
+ *
+ *    pixafunc2.c:
+ *       This file has an operation, pixaDisplayRandomCmap(), that
+ *       randomly labels pix in a pixa (that are typically found using
+ *       pixConnComp) with up to 256 values, and assigns each value to
+ *       a random colormap color.
+ *
+ *    seedfill.c:
+ *       This file has pixDistanceFunction(), that labels each pixel with
+ *       its distance from either the foreground or the background.
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+/*-----------------------------------------------------------------------*
+ *      Label pixels by an index for connected component membership      *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixConnCompTransform()
+ *
+ * \param[in]     pixs       1 bpp
+ * \param[in]     connect    connectivity: 4 or 8
+ * \param[in]     depth      of pixd: 8 or 16 bpp; use 0 for auto determination
+ * \return   pixd   8, 16 or 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) pixd is 8, 16 or 32 bpp, and the pixel values label the
+ *          fg component, starting with 1.  Pixels in the bg are labelled 0.
+ *      (2) If %depth = 0, the depth of pixd is 8 if the number of c.c.
+ *          is less than 254, 16 if the number of c.c is less than 0xfffe,
+ *          and 32 otherwise.
+ *      (3) If %depth = 8, the assigned label for the n-th component is
+ *          1 + n % 254.  We use mod 254 because 0 is uniquely assigned
+ *          to black: e.g., see pixcmapCreateRandom().  Likewise,
+ *          if %depth = 16, the assigned label uses mod(2^16 - 2), and
+ *          if %depth = 32, no mod is taken.
+ * 

+ */
+PIX *
+pixConnCompTransform(PIX     *pixs,
+                     l_int32  connect,
+                     l_int32  depth)
+{
+l_int32  i, n, index, w, h, xb, yb, wb, hb;
+BOXA    *boxa;
+PIX     *pix1, *pix2, *pixd;
+PIXA    *pixa;
+
+    PROCNAME("pixConnCompTransform");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (connect != 4 && connect != 8)
+        return (PIX *)ERROR_PTR("connectivity must be 4 or 8", procName, NULL);
+    if (depth != 0 && depth != 8 && depth != 16 && depth != 32)
+        return (PIX *)ERROR_PTR("depth must be 0, 8, 16 or 32", procName, NULL);
+
+    boxa = pixConnComp(pixs, &pixa, connect);
+    n = pixaGetCount(pixa);
+    boxaDestroy(&boxa);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (depth == 0) {
+        if (n < 254)
+            depth = 8;
+        else if (n < 0xfffe)
+            depth = 16;
+        else
+            depth = 32;
+    }
+    pixd = pixCreate(w, h, depth);
+    pixSetSpp(pixd, 1);
+    if (n == 0) {  /* no fg */
+        pixaDestroy(&pixa);
+        return pixd;
+    }
+
+       /* Label each component and blit it in */
+    for (i = 0; i < n; i++) {
+        pixaGetBoxGeometry(pixa, i, &xb, &yb, &wb, &hb);
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        if (depth == 8) {
+            index = 1 + (i % 254);
+            pix2 = pixConvert1To8(NULL, pix1, 0, index);
+        } else if (depth == 16) {
+            index = 1 + (i % 0xfffe);
+            pix2 = pixConvert1To16(NULL, pix1, 0, index);
+        } else {  /* depth == 32 */
+            index = 1 + i;
+            pix2 = pixConvert1To32(NULL, pix1, 0, index);
+        }
+        pixRasterop(pixd, xb, yb, wb, hb, PIX_PAINT, pix2, 0, 0);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+
+    pixaDestroy(&pixa);
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *         Label pixels by the area of their connected component         *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixConnCompAreaTransform()
+ *
+ * \param[in]     pixs       1 bpp
+ * \param[in]     connect    connectivity: 4 or 8
+ * \return   pixd   32 bpp, 1 spp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The pixel values in pixd label the area of the fg component
+ *          to which the pixel belongs.  Pixels in the bg are labelled 0.
+ *      (2) For purposes of visualization, the output can be converted
+ *          to 8 bpp, using pixConvert32To8() or pixMaxDynamicRange().
+ * 

+ */
+PIX *
+pixConnCompAreaTransform(PIX     *pixs,
+                         l_int32  connect)
+{
+l_int32   i, n, npix, w, h, xb, yb, wb, hb;
+l_int32  *tab8;
+BOXA     *boxa;
+PIX      *pix1, *pix2, *pixd;
+PIXA     *pixa;
+
+    PROCNAME("pixConnCompAreaTransform");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (connect != 4 && connect != 8)
+        return (PIX *)ERROR_PTR("connectivity must be 4 or 8", procName, NULL);
+
+    boxa = pixConnComp(pixs, &pixa, connect);
+    n = pixaGetCount(pixa);
+    boxaDestroy(&boxa);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixd = pixCreate(w, h, 32);
+    pixSetSpp(pixd, 1);
+    if (n == 0) {  /* no fg */
+        pixaDestroy(&pixa);
+        return pixd;
+    }
+
+       /* Label each component and blit it in */
+    tab8 = makePixelSumTab8();
+    for (i = 0; i < n; i++) {
+        pixaGetBoxGeometry(pixa, i, &xb, &yb, &wb, &hb);
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        pixCountPixels(pix1, &npix, tab8);
+        pix2 = pixConvert1To32(NULL, pix1, 0, npix);
+        pixRasterop(pixd, xb, yb, wb, hb, PIX_PAINT, pix2, 0, 0);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+
+    pixaDestroy(&pixa);
+    LEPT_FREE(tab8);
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------------------*
+ *  Label pixels to allow incremental computation of connected components  *
+ *-------------------------------------------------------------------------*/
+/*!
+ * \brief   pixConnCompIncrInit()
+ *
+ * \param[in]     pixs     1 bpp
+ * \param[in]     conn     connectivity: 4 or 8
+ * \param[out]    ppixd    32 bpp, with c.c. labelled
+ * \param[out]    pptaa    with pixel locations indexed by c.c.
+ * \param[out]    pncc     initial number of c.c.
+ * \return   0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This labels the connected components in a 1 bpp pix, and
+ *          additionally sets up a ptaa that lists the locations of pixels
+ *          in each of the components.
+ *      (2) It can be used to initialize the output image and arrays for
+ *          an application that maintains information about connected
+ *          components incrementally as pixels are added.
+ *      (3) pixs can be empty or have some foreground pixels.
+ *      (4) The connectivity is stored in pixd->special.
+ *      (5) Always initialize with the first pta in ptaa being empty
+ *          and representing the background value (index 0) in the pix.
+ * 

+ */
+l_ok
+pixConnCompIncrInit(PIX     *pixs,
+                    l_int32  conn,
+                    PIX    **ppixd,
+                    PTAA   **pptaa,
+                    l_int32 *pncc)
+{
+l_int32  empty, w, h, ncc;
+PIX     *pixd;
+PTA     *pta;
+PTAA    *ptaa;
+
+    PROCNAME("pixConnCompIncrInit");
+
+    if (ppixd) *ppixd = NULL;
+    if (pptaa) *pptaa = NULL;
+    if (pncc) *pncc = 0;
+    if (!ppixd || !pptaa || !pncc)
+        return ERROR_INT("&pixd, &ptaa, &ncc not all defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs undefined or not 1 bpp", procName, 1);
+    if (conn != 4 && conn != 8)
+        return ERROR_INT("connectivity must be 4 or 8", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixZero(pixs, &empty);
+    if (empty) {
+        *ppixd = pixCreate(w, h, 32);
+        pixSetSpp(*ppixd, 1);
+        pixSetSpecial(*ppixd, conn);
+        *pptaa = ptaaCreate(0);
+        pta = ptaCreate(1);
+        ptaaAddPta(*pptaa, pta, L_INSERT);  /* reserve index 0 for background */
+        return 0;
+    }
+
+        /* Set up the initial labeled image and indexed pixel arrays */
+    if ((pixd = pixConnCompTransform(pixs, conn, 32)) == NULL)
+        return ERROR_INT("pixd not made", procName, 1);
+    pixSetSpecial(pixd, conn);
+    *ppixd = pixd;
+    if ((ptaa = ptaaIndexLabeledPixels(pixd, &ncc)) == NULL)
+        return ERROR_INT("ptaa not made", procName, 1);
+    *pptaa = ptaa;
+    *pncc = ncc;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixConnCompIncrAdd()
+ *
+ * \param[in]     pixs     32 bpp, with pixels labeled by c.c.
+ * \param[in]     ptaa     with each pta of pixel locations indexed by c.c.
+ * \param[out]    pncc     number of c.c
+ * \param[in]     x,y      location of added pixel
+ * \param[in]     debug    0 for no output; otherwise output whenever
+ *                         debug <= nvals, up to debug == 3
+ * \return   -1 if nothing happens; 0 if a pixel is added; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This adds a pixel and updates the labeled connected components.
+ *          Before calling this function, initialize the process using
+ *          pixConnCompIncrInit().
+ *      (2) As a result of adding a pixel, one of the following can happen,
+ *          depending on the number of neighbors with non-zero value:
+ *          (a) nothing: the pixel is already a member of a c.c.
+ *          (b) no neighbors: a new component is added, increasing the
+ *              number of c.c.
+ *          (c) one neighbor: the pixel is added to an existing c.c.
+ *          (d) more than one neighbor: the added pixel causes joining of
+ *              two or more c.c., reducing the number of c.c.  A maximum
+ *              of 4 c.c. can be joined.
+ *      (3) When two c.c. are joined, the pixels in the larger index are
+ *          relabeled to those of the smaller in pixs, and their locations
+ *          are transferred to the pta with the smaller index in the ptaa.
+ *          The pta corresponding to the larger index is then deleted.
+ *      (4) This is an efficient implementation of a "union-find" operation,
+ *          which supports the generation and merging of disjoint sets
+ *          of pixels.  This function can be called about 1.3 million times
+ *          per second.
+ * 

+ */
+l_int32
+pixConnCompIncrAdd(PIX       *pixs,
+                   PTAA      *ptaa,
+                   l_int32   *pncc,
+                   l_float32  x,
+                   l_float32  y,
+                   l_int32    debug)
+{
+l_int32   conn, i, j, w, h, count, nvals, ns, firstindex;
+l_uint32  val;
+l_int32  *neigh;
+PTA      *ptas, *ptad;
+
+    PROCNAME("pixConnCompIncrAdd");
+
+    if (!pixs || pixGetDepth(pixs) != 32)
+        return ERROR_INT("pixs not defined or not 32 bpp", procName, 1);
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+    if (!pncc)
+        return ERROR_INT("&ncc not defined", procName, 1);
+    conn = pixs->special;
+    if (conn != 4 && conn != 8)
+        return ERROR_INT("connectivity must be 4 or 8", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (x < 0 || x >= w)
+        return ERROR_INT("invalid x pixel location", procName, 1);
+    if (y < 0 || y >= h)
+        return ERROR_INT("invalid y pixel location", procName, 1);
+
+    pixGetPixel(pixs, x, y, &val);
+    if (val > 0)  /* already belongs to a set */
+        return -1;
+
+        /* Find unique neighbor pixel values in increasing order of value.
+         * If %nvals > 0, these are returned in the %neigh array, which
+         * is of size %nvals.  Note that the pixel values in each
+         * connected component are used as the index into the pta
+         * array of the ptaa, giving the pixel locations. */
+    pixGetSortedNeighborValues(pixs, x, y, conn, &neigh, &nvals);
+
+        /* If there are no neighbors, just add a new component */
+    if (nvals == 0) {
+        count = ptaaGetCount(ptaa);
+        pixSetPixel(pixs, x, y, count);
+        ptas = ptaCreate(1);
+        ptaAddPt(ptas, x, y);
+        ptaaAddPta(ptaa, ptas, L_INSERT);
+        *pncc += 1;
+        LEPT_FREE(neigh);
+        return 0;
+    }
+
+        /* Otherwise, there is at least one neighbor.  Add the pixel
+         * to the first neighbor c.c. */
+    firstindex = neigh[0];
+    pixSetPixel(pixs, x, y, firstindex);
+    ptaaAddPt(ptaa, neigh[0], x, y);
+    if (nvals == 1) {
+        if (debug == 1)
+            fprintf(stderr, "nvals = %d: neigh = (%d)\n", nvals, neigh[0]);
+        LEPT_FREE(neigh);
+        return 0;
+    }
+
+        /* If nvals > 1, there are at least 2 neighbors, so this pixel
+         * joins at least one pair of existing c.c.  Join each component
+         * to the first component in the list, which is the one with
+         * the smallest integer label.  This is done in two steps:
+         *  (a) re-label the pixels in the component to the label of the
+         *      first component, and
+         *  (b) save the pixel locations in the pta for the first component. */
+    if (nvals == 2) {
+        if (debug >= 1 && debug <= 2) {
+            fprintf(stderr, "nvals = %d: neigh = (%d,%d)\n", nvals,
+                    neigh[0], neigh[1]);
+        }
+    } else if (nvals == 3) {
+        if (debug >= 1 && debug <= 3) {
+            fprintf(stderr, "nvals = %d: neigh = (%d,%d,%d)\n", nvals,
+                    neigh[0], neigh[1], neigh[2]);
+        }
+    } else {  /* nvals == 4 */
+        if (debug >= 1 && debug <= 4) {
+            fprintf(stderr, "nvals = %d: neigh = (%d,%d,%d,%d)\n", nvals,
+                    neigh[0], neigh[1], neigh[2], neigh[3]);
+        }
+    }
+    ptad = ptaaGetPta(ptaa, firstindex, L_CLONE);
+    for (i = 1; i < nvals; i++) {
+        ptas = ptaaGetPta(ptaa, neigh[i], L_CLONE);
+        ns = ptaGetCount(ptas);
+        for (j = 0; j < ns; j++) {  /* relabel pixels */
+            ptaGetPt(ptas, j, &x, &y);
+            pixSetPixel(pixs, x, y, firstindex);
+        }
+        ptaJoin(ptad, ptas, 0, -1);  /* add relabeled pixel locations */
+        *pncc -= 1;
+        ptaDestroy(&ptaa->pta[neigh[i]]);
+        ptaDestroy(&ptas);  /* the clone */
+    }
+    ptaDestroy(&ptad);  /* the clone */
+    LEPT_FREE(neigh);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixGetSortedNeighborValues()
+ *
+ * \param[in]     pixs     8, 16 or 32 bpp, with pixels labeled by c.c.
+ * \param[in]     x, y     location of pixel
+ * \param[in]     conn     4 or 8 connected neighbors
+ * \param[out]    pneigh   array of integers, to be filled with
+ *                         the values of the neighbors, if any
+ * \param[out]    pnvals   the number of unique neighbor values found
+ * \return   0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned %neigh array is the unique set of neighboring
+ *          pixel values, of size nvals, sorted from smallest to largest.
+ *          The value 0, which represents background pixels that do
+ *          not belong to any set of connected components, is discarded.
+ *      (2) If there are no neighbors, this returns %neigh = NULL; otherwise,
+ *          the caller must free the array.
+ *      (3) For either 4 or 8 connectivity, the maximum number of unique
+ *          neighbor values is 4.
+ * 

+ */
+l_ok
+pixGetSortedNeighborValues(PIX       *pixs,
+                           l_int32    x,
+                           l_int32    y,
+                           l_int32    conn,
+                           l_int32  **pneigh,
+                           l_int32   *pnvals)
+{
+l_int32       i, npt, index;
+l_int32       neigh[4];
+l_uint32      val;
+l_float32     fx, fy;
+L_ASET       *aset;
+L_ASET_NODE  *node;
+PTA          *pta;
+RB_TYPE       key;
+
+    PROCNAME("pixGetSortedNeighborValues");
+
+    if (pneigh) *pneigh = NULL;
+    if (pnvals) *pnvals = 0;
+    if (!pneigh || !pnvals)
+        return ERROR_INT("&neigh and &nvals not both defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) < 8)
+        return ERROR_INT("pixs not defined or depth < 8", procName, 1);
+
+        /* Identify the locations of nearest neighbor pixels */
+    if ((pta = ptaGetNeighborPixLocs(pixs, x, y, conn)) == NULL)
+        return ERROR_INT("pta of neighbors not made", procName, 1);
+
+        /* Find the pixel values and insert into a set as keys */
+    aset = l_asetCreate(L_UINT_TYPE);
+    npt = ptaGetCount(pta);
+    for (i = 0; i < npt; i++) {
+        ptaGetPt(pta, i, &fx, &fy);
+        pixGetPixel(pixs, (l_int32)fx, (l_int32)fy, &val);
+        key.utype = val;
+        l_asetInsert(aset, key);
+    }
+
+        /* Extract the set keys and put them into the %neigh array.
+         * Omit the value 0, which indicates the pixel doesn't
+         * belong to one of the sets of connected components. */
+    node = l_asetGetFirst(aset);
+    index = 0;
+    while (node) {
+        val = node->key.utype;
+        if (val > 0)
+            neigh[index++] = (l_int32)val;
+        node = l_asetGetNext(node);
+    }
+    *pnvals = index;
+    if (index > 0) {
+        *pneigh = (l_int32 *)LEPT_CALLOC(index, sizeof(l_int32));
+        for (i = 0; i < index; i++)
+            (*pneigh)[i] = neigh[i];
+    }
+
+    ptaDestroy(&pta);
+    l_asetDestroy(&aset);
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *          Label pixels with spatially-dependent color coding           *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixLocToColorTransform()
+ *
+ * \param[in]     pixs    1 bpp
+ * \return   pixd   32 bpp rgb, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates an RGB image where each component value
+ *          is coded depending on the (x.y) location and the size
+ *          of the fg connected component that the pixel in pixs belongs to.
+ *          It is independent of the 4-fold orthogonal orientation, and
+ *          only weakly depends on translations and small angle rotations.
+ *          Background pixels are black.
+ *      (2) Such encodings can be compared between two 1 bpp images
+ *          by performing this transform and calculating the
+ *          "earth-mover" distance on the resulting R,G,B histograms.
+ * 

+ */
+PIX *
+pixLocToColorTransform(PIX  *pixs)
+{
+l_int32    w, h, w2, h2, wpls, wplr, wplg, wplb, wplcc, i, j, rval, gval, bval;
+l_float32  invw2, invh2;
+l_uint32  *datas, *datar, *datag, *datab, *datacc;
+l_uint32  *lines, *liner, *lineg, *lineb, *linecc;
+PIX       *pix1, *pixcc, *pixr, *pixg, *pixb, *pixd;
+
+    PROCNAME("pixLocToColorTransform");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+
+        /* Label each pixel with the area of the c.c. to which it belongs.
+         * Clip the result to 255 in an 8 bpp pix. This is used for
+         * the blue component of pixd.  */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    w2 = w / 2;
+    h2 = h / 2;
+    invw2 = 255.0 / (l_float32)w2;
+    invh2 = 255.0 / (l_float32)h2;
+    pix1 = pixConnCompAreaTransform(pixs, 8);
+    pixcc = pixConvert32To8(pix1, L_LS_TWO_BYTES, L_CLIP_TO_FF);
+    pixDestroy(&pix1);
+
+        /* Label the red and green components depending on the location
+         * of the fg pixels, in a way that is 4-fold rotationally invariant. */
+    pixr = pixCreate(w, h, 8);
+    pixg = pixCreate(w, h, 8);
+    pixb = pixCreate(w, h, 8);
+    wpls = pixGetWpl(pixs);
+    wplr = pixGetWpl(pixr);
+    wplg = pixGetWpl(pixg);
+    wplb = pixGetWpl(pixb);
+    wplcc = pixGetWpl(pixcc);
+    datas = pixGetData(pixs);
+    datar = pixGetData(pixr);
+    datag = pixGetData(pixg);
+    datab = pixGetData(pixb);
+    datacc = pixGetData(pixcc);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        liner = datar + i * wplr;
+        lineg = datag + i * wplg;
+        lineb = datab + i * wplb;
+        linecc = datacc+ i * wplcc;
+        for (j = 0; j < w; j++) {
+            if (GET_DATA_BIT(lines, j) == 0) continue;
+            if (w < h) {
+                rval = invh2 * L_ABS((l_float32)(i - h2));
+                gval = invw2 * L_ABS((l_float32)(j - w2));
+            } else {
+                rval = invw2 * L_ABS((l_float32)(j - w2));
+                gval = invh2 * L_ABS((l_float32)(i - h2));
+            }
+            bval = GET_DATA_BYTE(linecc, j);
+            SET_DATA_BYTE(liner, j, rval);
+            SET_DATA_BYTE(lineg, j, gval);
+            SET_DATA_BYTE(lineb, j, bval);
+        }
+    }
+    pixd = pixCreateRGBImage(pixr, pixg, pixb);
+
+    pixDestroy(&pixcc);
+    pixDestroy(&pixr);
+    pixDestroy(&pixg);
+    pixDestroy(&pixb);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/pixtiling.c b/3rdparty/hgOCR/leptonica/pixtiling.c
new file mode 100644
index 00000000..bc7bc3d8
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pixtiling.c
@@ -0,0 +1,421 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file  pixtiling.c
+ * 
+ *
+ *        PIXTILING       *pixTilingCreate()
+ *        void            *pixTilingDestroy()
+ *        l_int32          pixTilingGetCount()
+ *        l_int32          pixTilingGetSize()
+ *        PIX             *pixTilingGetTile()
+ *        l_int32          pixTilingNoStripOnPaint()
+ *        l_int32          pixTilingPaintTile()
+ *
+ *   This provides a simple way to split an image into tiles
+ *   and to perform operations independently on each tile.
+ *
+ *   The tile created with pixTilingGetTile() can have pixels in
+ *   adjacent tiles for computation.  The number of extra pixels
+ *   on each side of the tile is given by an 'overlap' parameter
+ *   to pixTilingCreate().  For tiles at the boundary of
+ *   the input image, quasi-overlap pixels are created by reflection
+ *   symmetry into the tile.
+ *
+ *   Here's a typical intended usage.  Suppose you want to parallelize
+ *   the operation on an image, by operating on tiles.  For each
+ *   tile, you want to generate an in-place image result at the same
+ *   resolution.  Suppose you choose a one-dimensional vertical tiling,
+ *   where the desired tile width is 256 pixels and the overlap is
+ *   30 pixels on left and right sides:
+ *
+ *     PIX *pixd = pixCreateTemplate(pixs);  // output
+ *     PIXTILING  *pt = pixTilingCreate(pixs, 0, 1, 256, 30, 0);
+ *     pixTilingGetCount(pt, &nx, NULL);
+ *     for (j = 0; j < nx; j++) {
+ *         PIX *pixt = pixTilingGetTile(pt, 0, j);
+ *         SomeInPlaceOperation(pixt, 30, 0, ...);
+ *         pixTilingPaintTile(pixd, 0, j, pixt, pt);
+ *         pixDestroy(&pixt);
+ *     }
+ *
+ *   In this example, note the following:
+ *    ~ The unspecfified in-place operation could instead generate
+ *      a new pix.  If this is done, the resulting pix must be the
+ *      same size as pixt, because pixTilingPaintTile() makes that
+ *      assumption, removing the overlap pixels before painting
+ *      into the destination.
+ *    ~ The 'overlap' parameters have been included in your function,
+ *      to indicate which pixels are not in the exterior overlap region.
+ *      You will need to change only pixels that are not in the overlap
+ *      region, because those are the pixels that will be painted
+ *      into the destination.
+ *    ~ For tiles on the outside of the image, mirrored pixels are
+ *      added to substitute for the overlap that is added to interior
+ *      tiles.  This allows you to implement your function without
+ *      reference to which tile it is; no special coding is necessary
+ *      for pixels that are near the image boundary.
+ *    ~ The tiles are labeled by (i, j) = (row, column),
+ *      and in this example there is one row and nx columns.
+ * 

+ */
+
+#include "allheaders.h"
+
+
+/*!
+ * \brief   pixTilingCreate()
+ *
+ * \param[in]    pixs       pix to be tiled; any depth; colormap OK
+ * \param[in]    nx         number of tiles across image
+ * \param[in]    ny         number of tiles down image
+ * \param[in]    w          desired width of each tile
+ * \param[in]    h          desired height of each tile
+ * \param[in]    xoverlap   overlap into neighboring tiles on each side
+ * \param[in]    yoverlap   overlap into neighboring tiles above and below
+ * \return  pixtiling, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) We put a clone of pixs in the PixTiling.
+ *      (2) The input to pixTilingCreate() for horizontal tiling can be
+ *          either the number of tiles across the image or the approximate
+ *          width of the tiles.  If the latter, the actual width will be
+ *          determined by making all tiles but the last of equal width, and
+ *          making the last as close to the others as possible.  The same
+ *          consideration is applied independently to the vertical tiling.
+ *          To specify tile width, set nx = 0; to specify the number of
+ *          tiles horizontally across the image, set w = 0.
+ *      (3) If pixs is to be tiled in one-dimensional strips, use ny = 1 for
+ *          vertical strips and nx = 1 for horizontal strips.
+ *      (4) The overlap must not be larger than the width or height of
+ *          the leftmost or topmost tile(s).
+ * 

+ */
+PIXTILING *
+pixTilingCreate(PIX     *pixs,
+                l_int32  nx,
+                l_int32  ny,
+                l_int32  w,
+                l_int32  h,
+                l_int32  xoverlap,
+                l_int32  yoverlap)
+{
+l_int32     width, height;
+PIXTILING  *pt;
+
+    PROCNAME("pixTilingCreate");
+
+    if (!pixs)
+        return (PIXTILING *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (nx < 1 && w < 1)
+        return (PIXTILING *)ERROR_PTR("invalid width spec", procName, NULL);
+    if (ny < 1 && h < 1)
+        return (PIXTILING *)ERROR_PTR("invalid height spec", procName, NULL);
+
+        /* Find the tile width and number of tiles.  All tiles except the
+         * rightmost ones have the same width.  The width of the
+         * rightmost ones are at least the width of the others and
+         * less than twice that width.  Ditto for tile height. */
+    pixGetDimensions(pixs, &width, &height, NULL);
+    if (nx == 0)
+        nx = L_MAX(1, width / w);
+    w = width / nx;  /* possibly reset */
+    if (ny == 0)
+        ny = L_MAX(1, height / h);
+    h = height / ny;  /* possibly reset */
+    if (xoverlap > w || yoverlap > h) {
+        L_INFO("tile width = %d, tile height = %d\n", procName, w, h);
+        return (PIXTILING *)ERROR_PTR("overlap too large", procName, NULL);
+    }
+
+    pt = (PIXTILING *)LEPT_CALLOC(1, sizeof(PIXTILING));
+    pt->pix = pixClone(pixs);
+    pt->xoverlap = xoverlap;
+    pt->yoverlap = yoverlap;
+    pt->nx = nx;
+    pt->ny = ny;
+    pt->w = w;
+    pt->h = h;
+    pt->strip = TRUE;
+    return pt;
+}
+
+
+/*!
+ * \brief   pixTilingDestroy()
+ *
+ * \param[in,out]   ppt   will be set to null before returning
+ * \return  void
+ */
+void
+pixTilingDestroy(PIXTILING  **ppt)
+{
+PIXTILING  *pt;
+
+    PROCNAME("pixTilingDestroy");
+
+    if (ppt == NULL) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+
+    if ((pt = *ppt) == NULL)
+        return;
+
+    pixDestroy(&pt->pix);
+    LEPT_FREE(pt);
+    *ppt = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   pixTilingGetCount()
+ *
+ * \param[in]    pt     pixtiling
+ * \param[out]   pnx    [optional] nx; can be null
+ * \param[out]   pny    [optional] ny; can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixTilingGetCount(PIXTILING  *pt,
+                  l_int32    *pnx,
+                  l_int32    *pny)
+{
+    PROCNAME("pixTilingGetCount");
+
+    if (!pt)
+        return ERROR_INT("pt not defined", procName, 1);
+    if (pnx) *pnx = pt->nx;
+    if (pny) *pny = pt->ny;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixTilingGetSize()
+ *
+ * \param[in]    pt    pixtiling
+ * \param[out]   pw    [optional] tile width; can be null
+ * \param[out]   ph    [optional] tile height; can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixTilingGetSize(PIXTILING  *pt,
+                 l_int32    *pw,
+                 l_int32    *ph)
+{
+    PROCNAME("pixTilingGetSize");
+
+    if (!pt)
+        return ERROR_INT("pt not defined", procName, 1);
+    if (pw) *pw = pt->w;
+    if (ph) *ph = pt->h;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixTilingGetTile()
+ *
+ * \param[in]    pt    pixtiling
+ * \param[in]    i     tile row index
+ * \param[in]    j     tile column index
+ * \return  pixd   tile with appropriate boundary (overlap) pixels added,
+ *                    or NULL on error
+ */
+PIX *
+pixTilingGetTile(PIXTILING  *pt,
+                 l_int32     i,
+                 l_int32     j)
+{
+l_int32  wpix, hpix, wt, ht, nx, ny;
+l_int32  xoverlap, yoverlap, wtlast, htlast;
+l_int32  left, top, xtraleft, xtraright, xtratop, xtrabot, width, height;
+BOX     *box;
+PIX     *pixs, *pixt, *pixd;
+
+    PROCNAME("pixTilingGetTile");
+
+    if (!pt)
+        return (PIX *)ERROR_PTR("pt not defined", procName, NULL);
+    if ((pixs = pt->pix) == NULL)
+        return (PIX *)ERROR_PTR("pix not found", procName, NULL);
+    pixTilingGetCount(pt, &nx, &ny);
+    if (i < 0 || i >= ny)
+        return (PIX *)ERROR_PTR("invalid row index i", procName, NULL);
+    if (j < 0 || j >= nx)
+        return (PIX *)ERROR_PTR("invalid column index j", procName, NULL);
+
+        /* Grab the tile with as much overlap as exists within the
+         * input pix.   First, compute the (left, top) coordinates.  */
+    pixGetDimensions(pixs, &wpix, &hpix, NULL);
+    pixTilingGetSize(pt, &wt, &ht);
+    xoverlap = pt->xoverlap;
+    yoverlap = pt->yoverlap;
+    wtlast = wpix - wt * (nx - 1);
+    htlast = hpix - ht * (ny - 1);
+    left = L_MAX(0, j * wt - xoverlap);
+    top = L_MAX(0, i * ht - yoverlap);
+
+        /* Get the width and height of the tile, including whatever
+         * overlap is available. */
+    if (nx == 1)
+        width = wpix;
+    else if (j == 0)
+        width = wt + xoverlap;
+    else if (j == nx - 1)
+        width = wtlast + xoverlap;
+    else
+        width = wt + 2 * xoverlap;
+
+    if (ny == 1)
+        height = hpix;
+    else if (i == 0)
+        height = ht + yoverlap;
+    else if (i == ny - 1)
+        height = htlast + yoverlap;
+    else
+        height = ht + 2 * yoverlap;
+    box = boxCreate(left, top, width, height);
+    pixt = pixClipRectangle(pixs, box, NULL);
+    boxDestroy(&box);
+
+        /* If no overlap, do not add any special case borders */
+    if (xoverlap == 0 && yoverlap == 0)
+        return pixt;
+
+        /* Add overlap as a mirrored border, in the 8 special cases where
+         * the tile touches the border of the input pix.  The xtratop (etc)
+         * parameters are required where the tile is either full width
+         * or full height.  */
+    xtratop = xtrabot = xtraleft = xtraright = 0;
+    if (nx == 1)
+        xtraleft = xtraright = xoverlap;
+    if (ny == 1)
+        xtratop = xtrabot = yoverlap;
+    if (i == 0 && j == 0)
+        pixd = pixAddMirroredBorder(pixt, xoverlap, xtraright,
+                                    yoverlap, xtrabot);
+    else if (i == 0 && j == nx - 1)
+        pixd = pixAddMirroredBorder(pixt, xtraleft, xoverlap,
+                                    yoverlap, xtrabot);
+    else if (i == ny - 1 && j == 0)
+        pixd = pixAddMirroredBorder(pixt, xoverlap, xtraright,
+                                    xtratop, yoverlap);
+    else if (i == ny - 1 && j == nx - 1)
+        pixd = pixAddMirroredBorder(pixt, xtraleft, xoverlap,
+                                    xtratop, yoverlap);
+    else if (i == 0)
+        pixd = pixAddMirroredBorder(pixt, 0, 0, yoverlap, xtrabot);
+    else if (i == ny - 1)
+        pixd = pixAddMirroredBorder(pixt, 0, 0, xtratop, yoverlap);
+    else if (j == 0)
+        pixd = pixAddMirroredBorder(pixt, xoverlap, xtraright, 0, 0);
+    else if (j == nx - 1)
+        pixd = pixAddMirroredBorder(pixt, xtraleft, xoverlap, 0, 0);
+    else
+        pixd = pixClone(pixt);
+    pixDestroy(&pixt);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixTilingNoStripOnPaint()
+ *
+ * \param[in]    pt    pixtiling
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The default for paint is to strip out the overlap pixels
+ *          that are added by pixTilingGetTile().  However, some
+ *          operations will generate an image with these pixels
+ *          stripped off.  This tells the paint operation not
+ *          to strip the added boundary pixels when painting.
+ * 

+ */
+l_ok
+pixTilingNoStripOnPaint(PIXTILING  *pt)
+{
+    PROCNAME("pixTilingNoStripOnPaint");
+
+    if (!pt)
+        return ERROR_INT("pt not defined", procName, 1);
+    pt->strip = FALSE;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixTilingPaintTile()
+ *
+ * \param[in]    pixd    dest: paint tile onto this, without overlap
+ * \param[in]    i       tile row index
+ * \param[in]    j       tile column index
+ * \param[in]    pixs    source: tile to be painted from
+ * \param[in]    pt      pixtiling struct
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixTilingPaintTile(PIX        *pixd,
+                   l_int32     i,
+                   l_int32     j,
+                   PIX        *pixs,
+                   PIXTILING  *pt)
+{
+l_int32  w, h;
+
+    PROCNAME("pixTilingPaintTile");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pt)
+        return ERROR_INT("pt not defined", procName, 1);
+    if (i < 0 || i >= pt->ny)
+        return ERROR_INT("invalid row index i", procName, 1);
+    if (j < 0 || j >= pt->nx)
+        return ERROR_INT("invalid column index j", procName, 1);
+
+        /* Strip added border pixels off if requested */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pt->strip == TRUE) {
+        pixRasterop(pixd, j * pt->w, i * pt->h,
+                    w - 2 * pt->xoverlap, h - 2 * pt->yoverlap, PIX_SRC,
+                    pixs, pt->xoverlap, pt->yoverlap);
+    } else {
+        pixRasterop(pixd, j * pt->w, i * pt->h, w, h, PIX_SRC, pixs, 0, 0);
+    }
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/pngio.c b/3rdparty/hgOCR/leptonica/pngio.c
new file mode 100644
index 00000000..eaecc56a
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pngio.c
@@ -0,0 +1,2119 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -  Copyright (C) 2017 Milner Technologies, Inc.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pngio.c
+ * 
+ *
+ *    Reading png through stream
+ *          PIX        *pixReadStreamPng()
+ *
+ *    Reading png header
+ *          l_int32     readHeaderPng()
+ *          l_int32     freadHeaderPng()
+ *          l_int32     readHeaderMemPng()
+ *
+ *    Reading png metadata
+ *          l_int32     fgetPngResolution()
+ *          l_int32     isPngInterlaced()
+ *          l_int32     fgetPngColormapInfo()
+ *
+ *    Writing png through stream
+ *          l_int32     pixWritePng()  [ special top level ]
+ *          l_int32     pixWriteStreamPng()
+ *          l_int32     pixSetZlibCompression()
+ *
+ *    Set flag for special read mode
+ *          void        l_pngSetReadStrip16To8()
+ *
+ *    Low-level memio utility (thanks to T. D. Hintz)
+ *          static void memio_png_write_data()
+ *          static void memio_png_flush()
+ *          static void memio_png_read_data()
+ *          static void memio_free()
+ *
+ *    Reading png from memory
+ *          PIX        *pixReadMemPng()
+ *
+ *    Writing png to memory
+ *          l_int32     pixWriteMemPng()
+ *
+ *    Documentation: libpng.txt and example.c
+ *
+ *    On input (decompression from file), palette color images
+ *    are read into an 8 bpp Pix with a colormap, and 24 bpp
+ *    3 component color images are read into a 32 bpp Pix with
+ *    rgb samples.  On output (compression to file), palette color
+ *    images are written as 8 bpp with the colormap, and 32 bpp
+ *    full color images are written compressed as a 24 bpp,
+ *    3 component color image.
+ *
+ *    In the following, we use these abbreviations:
+ *       bps == bit/sample
+ *       spp == samples/pixel
+ *       bpp == bits/pixel of image in Pix (memory)
+ *    where each component is referred to as a "sample".
+ *
+ *    For reading and writing rgb and rgba images, we read and write
+ *    alpha if it exists (spp == 4) and do not read or write if
+ *    it doesn't (spp == 3).  The alpha component can be 'removed'
+ *    simply by setting spp to 3.  In leptonica, we make relatively
+ *    little explicit use of the alpha sample.  Note that the alpha
+ *    sample in the image is also called "alpha transparency",
+ *    "alpha component" and "alpha layer."
+ *
+ *    To change the zlib compression level, use pixSetZlibCompression()
+ *    before writing the file.  The default is for standard png compression.
+ *    The zlib compression value can be set [0 ... 9], with
+ *         0     no compression (huge files)
+ *         1     fastest compression
+ *         -1    default compression  (equivalent to 6 in latest version)
+ *         9     best compression
+ *    Note that if you are using the defined constants in zlib instead
+ *    of the compression integers given above, you must include zlib.h.
+ *
+ *    There is global for determining the size of retained samples:
+ *             var_PNG_STRIP_16_to_8
+ *    and a function l_pngSetReadStrip16To8() for setting it.
+ *    The default is TRUE, which causes pixRead() to strip each 16 bit
+ *    sample down to 8 bps:
+ *     ~ For 16 bps rgb (16 bps, 3 spp) --> 32 bpp rgb Pix
+ *     ~ For 16 bps gray (16 bps, 1 spp) --> 8 bpp grayscale Pix
+ *    If the variable is set to FALSE, the 16 bit gray samples
+ *    are saved when read; the 16 bit rgb samples return an error.
+ *    Note: results can be non-deterministic if used with
+ *    multi-threaded applications.
+ *
+ *    Thanks to a memory buffering utility contributed by T. D. Hintz,
+ *    encoding png directly into memory (and decoding from memory)
+ *    is now enabled without the use of any temp files.  Unlike with webp,
+ *    it is necessary to preserve the stream interface to enable writing
+ *    pixa to memory.  So there are two independent but very similar
+ *    implementations of png reading and writing.
+ * 

+ */
+
+#ifdef  HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include 
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  HAVE_LIBPNG   /* defined in environ.h */
+/* --------------------------------------------*/
+
+#include "png.h"
+
+#if  HAVE_LIBZ
+#include "zlib.h"
+#else
+#define  Z_DEFAULT_COMPRESSION (-1)
+#endif  /* HAVE_LIBZ */
+
+/* ------------------ Set default for read option -------------------- */
+    /* Strip 16 bpp --> 8 bpp on reading png; default is for stripping.
+     * If you don't strip, you can't read the gray-alpha spp = 2 images. */
+static l_int32   var_PNG_STRIP_16_TO_8 = 1;
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_READ     0
+#define  DEBUG_WRITE    0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*---------------------------------------------------------------------*
+ *                     Reading png through stream                      *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadStreamPng()
+ *
+ * \param[in]    fp file stream
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If called from pixReadStream(), the stream is positioned
+ *          at the beginning of the file.
+ *      (2) To do sequential reads of png format images from a stream,
+ *          use pixReadStreamPng()
+ *      (3) Any image with alpha is converted to RGBA (spp = 4, with
+ *          equal red, green and blue channels) on reading.
+ *          There are three important cases with alpha:
+ *          (a) grayscale-with-alpha (spp = 2), where bpp = 8, and each
+ *              pixel has an associated alpha (transparency) value
+ *              in the second component of the image data.
+ *          (b) spp = 1, d = 1 with colormap and alpha in the trans array.
+ *              Transparency is usually associated with the white background.
+ *          (c) spp = 1, d = 8 with colormap and alpha in the trans array.
+ *              Each color in the colormap has a separate transparency value.
+ *      (4) We use the high level png interface, where the transforms are set
+ *          up in advance and the header and image are read with a single
+ *          call.  The more complicated interface, where the header is
+ *          read first and the buffers for the raster image are user-
+ *          allocated before reading the image, works for single images,
+ *          but I could not get it to work properly for the successive
+ *          png reads that are required by pixaReadStream().
+ * 

+ */
+PIX *
+pixReadStreamPng(FILE  *fp)
+{
+l_uint8      byte;
+l_int32      rval, gval, bval;
+l_int32      i, j, k, index, ncolors, bitval;
+l_int32      wpl, d, spp, cindex, tRNS;
+l_uint32     png_transforms;
+l_uint32    *data, *line, *ppixel;
+int          num_palette, num_text, num_trans;
+png_byte     bit_depth, color_type, channels;
+png_uint_32  w, h, rowbytes;
+png_uint_32  xres, yres;
+png_bytep    rowptr, trans;
+png_bytep   *row_pointers;
+png_structp  png_ptr;
+png_infop    info_ptr, end_info;
+png_colorp   palette;
+png_textp    text_ptr;  /* ptr to text_chunk */
+PIX         *pix, *pix1;
+PIXCMAP     *cmap;
+
+    PROCNAME("pixReadStreamPng");
+
+    if (!fp)
+        return (PIX *)ERROR_PTR("fp not defined", procName, NULL);
+    pix = NULL;
+
+        /* Allocate the 3 data structures */
+    if ((png_ptr = png_create_read_struct(PNG_LIBPNG_VER_STRING,
+                   (png_voidp)NULL, NULL, NULL)) == NULL)
+        return (PIX *)ERROR_PTR("png_ptr not made", procName, NULL);
+
+    if ((info_ptr = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_read_struct(&png_ptr, (png_infopp)NULL, (png_infopp)NULL);
+        return (PIX *)ERROR_PTR("info_ptr not made", procName, NULL);
+    }
+
+    if ((end_info = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_read_struct(&png_ptr, &info_ptr, (png_infopp)NULL);
+        return (PIX *)ERROR_PTR("end_info not made", procName, NULL);
+    }
+
+        /* Set up png setjmp error handling */
+    if (setjmp(png_jmpbuf(png_ptr))) {
+        png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+        return (PIX *)ERROR_PTR("internal png error", procName, NULL);
+    }
+
+    png_init_io(png_ptr, fp);
+
+        /* ---------------------------------------------------------- *
+         *  - Set the transforms flags.  Whatever happens here,
+         *    NEVER invert 1 bpp using PNG_TRANSFORM_INVERT_MONO.
+         *  - Do not use PNG_TRANSFORM_EXPAND, which would
+         *    expand all images with bpp < 8 to 8 bpp.
+         *  - Strip 16 --> 8 if reading 16-bit gray+alpha
+         * ---------------------------------------------------------- */
+        /* To strip 16 --> 8 bit depth, use PNG_TRANSFORM_STRIP_16 */
+    if (var_PNG_STRIP_16_TO_8 == 1) {  /* our default */
+        png_transforms = PNG_TRANSFORM_STRIP_16;
+    } else {
+        png_transforms = PNG_TRANSFORM_IDENTITY;
+        L_INFO("not stripping 16 --> 8 in png reading\n", procName);
+    }
+
+        /* Read it */
+    png_read_png(png_ptr, info_ptr, png_transforms, NULL);
+
+    row_pointers = png_get_rows(png_ptr, info_ptr);
+    w = png_get_image_width(png_ptr, info_ptr);
+    h = png_get_image_height(png_ptr, info_ptr);
+    bit_depth = png_get_bit_depth(png_ptr, info_ptr);
+    rowbytes = png_get_rowbytes(png_ptr, info_ptr);
+    color_type = png_get_color_type(png_ptr, info_ptr);
+    channels = png_get_channels(png_ptr, info_ptr);
+    spp = channels;
+    tRNS = png_get_valid(png_ptr, info_ptr, PNG_INFO_tRNS) ? 1 : 0;
+
+    if (spp == 1) {
+        d = bit_depth;
+    } else {  /* spp == 2 (gray + alpha), spp == 3 (rgb), spp == 4 (rgba) */
+        d = 4 * bit_depth;
+    }
+
+        /* Remove if/when this is implemented for all bit_depths */
+    if (spp != 1 && bit_depth != 8) {
+        L_ERROR("spp = %d and bps = %d != 8\n"
+                "turn on 16 --> 8 stripping\n", procName, spp, bit_depth);
+        png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+        return (PIX *)ERROR_PTR("not implemented for this image",
+            procName, NULL);
+    }
+
+    cmap = NULL;
+    if (color_type == PNG_COLOR_TYPE_PALETTE ||
+        color_type == PNG_COLOR_MASK_PALETTE) {   /* generate a colormap */
+        png_get_PLTE(png_ptr, info_ptr, &palette, &num_palette);
+        cmap = pixcmapCreate(d);  /* spp == 1 */
+        for (cindex = 0; cindex < num_palette; cindex++) {
+            rval = palette[cindex].red;
+            gval = palette[cindex].green;
+            bval = palette[cindex].blue;
+            pixcmapAddColor(cmap, rval, gval, bval);
+        }
+    }
+
+    if ((pix = pixCreate(w, h, d)) == NULL) {
+        pixcmapDestroy(&cmap);
+        png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+        return (PIX *)ERROR_PTR("pix not made", procName, NULL);
+    }
+    pixSetInputFormat(pix, IFF_PNG);
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    pixSetColormap(pix, cmap);
+    pixSetSpp(pix, spp);
+
+    if (spp == 1 && !tRNS) {  /* copy straight from buffer to pix */
+        for (i = 0; i < h; i++) {
+            line = data + i * wpl;
+            rowptr = row_pointers[i];
+            for (j = 0; j < rowbytes; j++) {
+                    SET_DATA_BYTE(line, j, rowptr[j]);
+            }
+        }
+    } else if (spp == 2) {  /* grayscale + alpha; convert to RGBA */
+        L_INFO("converting (gray + alpha) ==> RGBA\n", procName);
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            rowptr = row_pointers[i];
+            for (j = k = 0; j < w; j++) {
+                    /* Copy gray value into r, g and b */
+                SET_DATA_BYTE(ppixel, COLOR_RED, rowptr[k]);
+                SET_DATA_BYTE(ppixel, COLOR_GREEN, rowptr[k]);
+                SET_DATA_BYTE(ppixel, COLOR_BLUE, rowptr[k++]);
+                SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL, rowptr[k++]);
+                ppixel++;
+            }
+        }
+        pixSetSpp(pix, 4);  /* we do not support 2 spp pix */
+    } else if (spp == 3 || spp == 4) {
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            rowptr = row_pointers[i];
+            for (j = k = 0; j < w; j++) {
+                SET_DATA_BYTE(ppixel, COLOR_RED, rowptr[k++]);
+                SET_DATA_BYTE(ppixel, COLOR_GREEN, rowptr[k++]);
+                SET_DATA_BYTE(ppixel, COLOR_BLUE, rowptr[k++]);
+                if (spp == 3)  /* set to opaque; some readers are buggy */
+                    SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL, 255);
+                else  /* spp == 4 */
+                    SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL, rowptr[k++]);
+                ppixel++;
+            }
+        }
+    }
+
+        /* Special spp == 1 cases with transparency:
+         *    (1) 8 bpp without colormap; assume full transparency
+         *    (2) 1 bpp with colormap + trans array (for alpha)
+         *    (3) 8 bpp with colormap + trans array (for alpha)
+         * These all require converting to RGBA */
+    if (spp == 1 && tRNS) {
+        if (!cmap) {
+                /* Case 1: make fully transparent RGBA image */
+            L_INFO("transparency, 1 spp, no colormap, no transparency array: "
+                   "convention is fully transparent image\n", procName);
+            L_INFO("converting (fully transparent 1 spp) ==> RGBA\n", procName);
+            pixDestroy(&pix);
+            pix = pixCreate(w, h, 32);  /* init to alpha = 0 (transparent) */
+            pixSetSpp(pix, 4);
+        } else {
+            L_INFO("converting (cmap + alpha) ==> RGBA\n", procName);
+
+                /* Grab the transparency array */
+            png_get_tRNS(png_ptr, info_ptr, &trans, &num_trans, NULL);
+            if (!trans) {  /* invalid png file */
+                pixDestroy(&pix);
+                png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+                return (PIX *)ERROR_PTR("cmap, tRNS, but no transparency array",
+                                        procName, NULL);
+            }
+
+                /* Save the cmap and destroy the pix */
+            cmap = pixcmapCopy(pixGetColormap(pix));
+            ncolors = pixcmapGetCount(cmap);
+            pixDestroy(&pix);
+
+                /* Start over with 32 bit RGBA */
+            pix = pixCreate(w, h, 32);
+            wpl = pixGetWpl(pix);
+            data = pixGetData(pix);
+            pixSetSpp(pix, 4);
+
+#if DEBUG_READ
+            fprintf(stderr, "ncolors = %d, num_trans = %d\n",
+                    ncolors, num_trans);
+            for (i = 0; i < ncolors; i++) {
+                pixcmapGetColor(cmap, i, &rval, &gval, &bval);
+                if (i < num_trans) {
+                    fprintf(stderr, "(r,g,b,a) = (%d,%d,%d,%d)\n",
+                            rval, gval, bval, trans[i]);
+                } else {
+                    fprintf(stderr, "(r,g,b,a) = (%d,%d,%d,<<255>>)\n",
+                            rval, gval, bval);
+                }
+            }
+#endif  /* DEBUG_READ */
+
+                /* Extract the data and convert to RGBA */
+            if (d == 1) {
+                    /* Case 2: 1 bpp with transparency (usually) behind white */
+                L_INFO("converting 1 bpp cmap with alpha ==> RGBA\n", procName);
+                if (num_trans == 1)
+                    L_INFO("num_trans = 1; second color opaque by default\n",
+                           procName);
+                for (i = 0; i < h; i++) {
+                    ppixel = data + i * wpl;
+                    rowptr = row_pointers[i];
+                    for (j = 0, index = 0; j < rowbytes; j++) {
+                        byte = rowptr[j];
+                        for (k = 0; k < 8 && index < w; k++, index++) {
+                            bitval = (byte >> (7 - k)) & 1;
+                            pixcmapGetColor(cmap, bitval, &rval, &gval, &bval);
+                            composeRGBPixel(rval, gval, bval, ppixel);
+                            SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL,
+                                      bitval < num_trans ? trans[bitval] : 255);
+                            ppixel++;
+                        }
+                    }
+                }
+            } else if (d == 8) {
+                    /* Case 3: 8 bpp with cmap and associated transparency */
+                L_INFO("converting 8 bpp cmap with alpha ==> RGBA\n", procName);
+                for (i = 0; i < h; i++) {
+                    ppixel = data + i * wpl;
+                    rowptr = row_pointers[i];
+                    for (j = 0; j < w; j++) {
+                        index = rowptr[j];
+                        pixcmapGetColor(cmap, index, &rval, &gval, &bval);
+                        composeRGBPixel(rval, gval, bval, ppixel);
+                            /* Assume missing entries to be 255 (opaque)
+                             * according to the spec:
+                             * http://www.w3.org/TR/PNG/#11tRNS */
+                        SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL,
+                                      index < num_trans ? trans[index] : 255);
+                        ppixel++;
+                    }
+                }
+            } else {
+                L_ERROR("spp == 1, cmap, trans array, invalid depth: %d\n",
+                        procName, d);
+            }
+            pixcmapDestroy(&cmap);
+        }
+    }
+
+#if  DEBUG_READ
+    if (cmap) {
+        for (i = 0; i < 16; i++) {
+            fprintf(stderr, "[%d] = %d\n", i,
+                   ((l_uint8 *)(cmap->array))[i]);
+        }
+    }
+#endif  /* DEBUG_READ */
+
+        /* Final adjustments for bpp = 1.
+         *   + If there is no colormap, the image must be inverted because
+         *     png stores black pixels as 0.
+         *   + We have already handled the case of cmapped, 1 bpp pix
+         *     with transparency, where the output pix is 32 bpp RGBA.
+         *     If there is no transparency but the pix has a colormap,
+         *     we remove the colormap, because functions operating on
+         *     1 bpp images in leptonica assume no colormap.
+         *   + The colormap must be removed in such a way that the pixel
+         *     values are not changed.  If the values are only black and
+         *     white, we return a 1 bpp image; if gray, return an 8 bpp pix;
+         *     otherwise, return a 32 bpp rgb pix.
+         *
+         * Note that we cannot use the PNG_TRANSFORM_INVERT_MONO flag
+         * to do the inversion, because that flag (since version 1.0.9)
+         * inverts 8 bpp grayscale as well, which we don't want to do.
+         * (It also doesn't work if there is a colormap.)
+         *
+         * Note that if the input png is a 1-bit with colormap and
+         * transparency, it has already been rendered as a 32 bpp,
+         * spp = 4 rgba pix.
+         */
+    if (pixGetDepth(pix) == 1) {
+        if (!cmap) {
+            pixInvert(pix, pix);
+        } else {
+            L_INFO("removing opaque cmap from 1 bpp\n", procName);
+            pix1 = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+            pixDestroy(&pix);
+            pix = pix1;
+        }
+    }
+
+    xres = png_get_x_pixels_per_meter(png_ptr, info_ptr);
+    yres = png_get_y_pixels_per_meter(png_ptr, info_ptr);
+    pixSetXRes(pix, (l_int32)((l_float32)xres / 39.37 + 0.5));  /* to ppi */
+    pixSetYRes(pix, (l_int32)((l_float32)yres / 39.37 + 0.5));  /* to ppi */
+
+        /* Get the text if there is any */
+    png_get_text(png_ptr, info_ptr, &text_ptr, &num_text);
+    if (num_text && text_ptr)
+        pixSetText(pix, text_ptr->text);
+
+    png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+    return pix;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                          Reading png header                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   readHeaderPng()
+ *
+ * \param[in]    filename
+ * \param[out]   pw      [optional]
+ * \param[out]   ph      [optional]
+ * \param[out]   pbps    [optional]  bits/sample
+ * \param[out]   pspp    [optional]  samples/pixel
+ * \param[out]   piscmap [optional]
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is a colormap, iscmap is returned as 1; else 0.
+ *      (2) For gray+alpha, although the png records bps = 16, we
+ *          consider this as two 8 bpp samples (gray and alpha).
+ *          When a gray+alpha is read, it is converted to 32 bpp RGBA.
+ * 

+ */
+l_ok
+readHeaderPng(const char *filename,
+              l_int32    *pw,
+              l_int32    *ph,
+              l_int32    *pbps,
+              l_int32    *pspp,
+              l_int32    *piscmap)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("readHeaderPng");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (piscmap) *piscmap = 0;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("image file not found", procName, 1);
+    ret = freadHeaderPng(fp, pw, ph, pbps, pspp, piscmap);
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   freadHeaderPng()
+ *
+ * \param[in]    fp       file stream
+ * \param[out]   pw       [optional]
+ * \param[out]   ph       [optional]
+ * \param[out]   pbps     [optional]  bits/sample
+ * \param[out]   pspp     [optional]  samples/pixel
+ * \param[out]   piscmap  [optional]
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See readHeaderPng().  We only need the first 40 bytes in the file.
+ * 

+ */
+l_ok
+freadHeaderPng(FILE     *fp,
+               l_int32  *pw,
+               l_int32  *ph,
+               l_int32  *pbps,
+               l_int32  *pspp,
+               l_int32  *piscmap)
+{
+l_int32  nbytes, ret;
+l_uint8  data[40];
+
+    PROCNAME("freadHeaderPng");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (piscmap) *piscmap = 0;
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+
+    nbytes = fnbytesInFile(fp);
+    if (nbytes < 40)
+        return ERROR_INT("file too small to be png", procName, 1);
+    if (fread(data, 1, 40, fp) != 40)
+        return ERROR_INT("error reading data", procName, 1);
+    ret = readHeaderMemPng(data, 40, pw, ph, pbps, pspp, piscmap);
+    return ret;
+}
+
+
+/*!
+ * \brief   readHeaderMemPng()
+ *
+ * \param[in]    data
+ * \param[in]    size    40 bytes is sufficient
+ * \param[out]   pw      [optional]
+ * \param[out]   ph      [optional]
+ * \param[out]   pbps    [optional]  bits/sample
+ * \param[out]   pspp    [optional]  samples/pixel
+ * \param[out]   piscmap [optional]  input NULL to ignore
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See readHeaderPng().
+ *      (2) png colortypes (see png.h: PNG_COLOR_TYPE_*):
+ *          0:  gray; fully transparent (with tRNS) (1 spp)
+ *          2:  RGB (3 spp)
+ *          3:  colormap; colormap+alpha (with tRNS) (1 spp)
+ *          4:  gray + alpha (2 spp)
+ *          6:  RGBA (4 spp)
+ *          Note:
+ *            0 and 3 have the alpha information in a tRNS chunk
+ *            4 and 6 have separate alpha samples with each pixel.
+ * 

+ */
+l_ok
+readHeaderMemPng(const l_uint8  *data,
+                 size_t          size,
+                 l_int32        *pw,
+                 l_int32        *ph,
+                 l_int32        *pbps,
+                 l_int32        *pspp,
+                 l_int32        *piscmap)
+{
+l_uint16   twobytes;
+l_uint16  *pshort;
+l_int32    colortype, w, h, bps, spp;
+l_uint32  *pword;
+
+    PROCNAME("readHeaderMemPng");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (piscmap) *piscmap = 0;
+    if (!data)
+        return ERROR_INT("data not defined", procName, 1);
+    if (size < 40)
+        return ERROR_INT("size < 40", procName, 1);
+
+        /* Check password */
+    if (data[0] != 137 || data[1] != 80 || data[2] != 78 ||
+        data[3] != 71 || data[4] != 13 || data[5] != 10 ||
+        data[6] != 26 || data[7] != 10)
+        return ERROR_INT("not a valid png file", procName, 1);
+
+    pword = (l_uint32 *)data;
+    pshort = (l_uint16 *)data;
+    w = convertOnLittleEnd32(pword[4]);
+    h = convertOnLittleEnd32(pword[5]);
+    if (w < 1 || h < 1)
+        return ERROR_INT("invalid w or h", procName, 1);
+    twobytes = convertOnLittleEnd16(pshort[12]); /* contains depth/sample  */
+                                                 /* and the color type     */
+    colortype = twobytes & 0xff;  /* color type */
+    bps = twobytes >> 8;   /* bits/sample */
+
+        /* Special case with alpha that is extracted as RGBA.
+         * Note that the cmap+alpha is also extracted as RGBA,
+         * but only if the tRNS chunk exists, which we can't tell
+         * by this simple parser.*/
+    if (colortype == 4)
+        L_INFO("gray + alpha: will extract as RGBA (spp = 4)\n", procName);
+
+    if (colortype == 2) {  /* RGB */
+        spp = 3;
+    } else if (colortype == 6) {  /* RGBA */
+        spp = 4;
+    } else if (colortype == 4) {  /* gray + alpha */
+        spp = 2;
+        bps = 8;  /* both the gray and alpha are 8-bit samples */
+    } else {  /* gray (0) or cmap (3) or cmap+alpha (3) */
+        spp = 1;
+    }
+    if (bps < 1 || bps > 16) {
+        L_ERROR("invalid bps = %d\n", procName, bps);
+        return 1;
+    }
+    if (pw) *pw = w;
+    if (ph) *ph = h;
+    if (pbps) *pbps = bps;
+    if (pspp) *pspp = spp;
+    if (piscmap) {
+        if (colortype & 1)  /* palette */
+            *piscmap = 1;
+        else
+            *piscmap = 0;
+    }
+
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Reading png metadata                        *
+ *---------------------------------------------------------------------*/
+/*
+ *  fgetPngResolution()
+ *
+ *      Input:  fp (file stream opened for read)
+ *              &xres, &yres ( resolution in ppi)
+ *      Return: 0 if OK; 1 on error
+ *
+ *  Notes:
+ *      (1) If neither resolution field is set, this is not an error;
+ *          the returned resolution values are 0 (designating 'unknown').
+ *      (2) Side-effect: this rewinds the stream.
+ */
+l_int32
+fgetPngResolution(FILE     *fp,
+                  l_int32  *pxres,
+                  l_int32  *pyres)
+{
+png_uint_32  xres, yres;
+png_structp  png_ptr;
+png_infop    info_ptr;
+
+    PROCNAME("fgetPngResolution");
+
+    if (pxres) *pxres = 0;
+    if (pyres) *pyres = 0;
+    if (!fp)
+        return ERROR_INT("stream not opened", procName, 1);
+    if (!pxres || !pyres)
+        return ERROR_INT("&xres and &yres not both defined", procName, 1);
+
+       /* Make the two required structs */
+    if ((png_ptr = png_create_read_struct(PNG_LIBPNG_VER_STRING,
+                   (png_voidp)NULL, NULL, NULL)) == NULL)
+        return ERROR_INT("png_ptr not made", procName, 1);
+    if ((info_ptr = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_read_struct(&png_ptr, (png_infopp)NULL, (png_infopp)NULL);
+        return ERROR_INT("info_ptr not made", procName, 1);
+    }
+
+        /* Set up png setjmp error handling.
+         * Without this, an error calls exit. */
+    if (setjmp(png_jmpbuf(png_ptr))) {
+        png_destroy_read_struct(&png_ptr, &info_ptr, (png_infopp)NULL);
+        return ERROR_INT("internal png error", procName, 1);
+    }
+
+        /* Read the metadata */
+    rewind(fp);
+    png_init_io(png_ptr, fp);
+    png_read_info(png_ptr, info_ptr);
+
+    xres = png_get_x_pixels_per_meter(png_ptr, info_ptr);
+    yres = png_get_y_pixels_per_meter(png_ptr, info_ptr);
+    *pxres = (l_int32)((l_float32)xres / 39.37 + 0.5);  /* to ppi */
+    *pyres = (l_int32)((l_float32)yres / 39.37 + 0.5);
+
+    png_destroy_read_struct(&png_ptr, &info_ptr, NULL);
+    rewind(fp);
+    return 0;
+}
+
+
+/*!
+ * \brief   isPngInterlaced()
+ *
+ * \param[in]    filename
+ * \param[out]   pinterlaced 1 if interlaced png; 0 otherwise
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+isPngInterlaced(const char *filename,
+                l_int32    *pinterlaced)
+{
+l_uint8  buf[32];
+FILE    *fp;
+
+    PROCNAME("isPngInterlaced");
+
+    if (!pinterlaced)
+        return ERROR_INT("&interlaced not defined", procName, 1);
+    *pinterlaced = 0;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    if (fread(buf, 1, 32, fp) != 32) {
+        fclose(fp);
+        return ERROR_INT("data not read", procName, 1);
+    }
+    fclose(fp);
+
+    *pinterlaced = (buf[28] == 0) ? 0 : 1;
+    return 0;
+}
+
+
+/*
+ * \brief   fgetPngColormapInfo()
+ *
+ * \param[in]    fp     file stream opened for read
+ * \param[out]   pcmap  optional; use NULL to skip
+ * \param[out]   ptransparency   optional; 1 if colormapped with
+ *                      transparency, 0 otherwise; use NULL to skip
+ * \return  0 if OK, 1 on error
+ *
+ *  Notes:
+ *      (1) The transparency information in a png is in the tRNA array,
+ *          which is separate from the colormap.  If this array exists
+ *          and if any element is less than 255, there exists some
+ *          transparency.
+ *      (2) Side-effect: this rewinds the stream.
+ */
+l_ok
+fgetPngColormapInfo(FILE      *fp,
+                    PIXCMAP  **pcmap,
+                    l_int32   *ptransparency)
+{
+l_int32      i, cindex, rval, gval, bval, num_palette, num_trans;
+png_byte     bit_depth, color_type;
+png_bytep    trans;
+png_colorp   palette;
+png_structp  png_ptr;
+png_infop    info_ptr;
+
+    PROCNAME("fgetPngColormapInfo");
+
+    if (pcmap) *pcmap = NULL;
+    if (ptransparency) *ptransparency = 0;
+    if (!pcmap && !ptransparency)
+        return ERROR_INT("no output defined", procName, 1);
+    if (!fp)
+        return ERROR_INT("stream not opened", procName, 1);
+
+       /* Make the two required structs */
+    if ((png_ptr = png_create_read_struct(PNG_LIBPNG_VER_STRING,
+                   (png_voidp)NULL, NULL, NULL)) == NULL)
+        return ERROR_INT("png_ptr not made", procName, 1);
+    if ((info_ptr = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_read_struct(&png_ptr, (png_infopp)NULL, (png_infopp)NULL);
+        return ERROR_INT("info_ptr not made", procName, 1);
+    }
+
+        /* Set up png setjmp error handling.
+         * Without this, an error calls exit. */
+    if (setjmp(png_jmpbuf(png_ptr))) {
+        png_destroy_read_struct(&png_ptr, &info_ptr, NULL);
+        if (pcmap && *pcmap) pixcmapDestroy(pcmap);
+        return ERROR_INT("internal png error", procName, 1);
+    }
+
+        /* Read the metadata and check if there is a colormap */
+    rewind(fp);
+    png_init_io(png_ptr, fp);
+    png_read_info(png_ptr, info_ptr);
+    color_type = png_get_color_type(png_ptr, info_ptr);
+    if (color_type != PNG_COLOR_TYPE_PALETTE &&
+        color_type != PNG_COLOR_MASK_PALETTE) {
+        png_destroy_read_struct(&png_ptr, &info_ptr, NULL);
+        return 0;
+    }
+
+        /* Optionally, read the colormap */
+    if (pcmap) {
+        bit_depth = png_get_bit_depth(png_ptr, info_ptr);
+        png_get_PLTE(png_ptr, info_ptr, &palette, &num_palette);
+        *pcmap = pixcmapCreate(bit_depth);  /* spp == 1 */
+        for (cindex = 0; cindex < num_palette; cindex++) {
+            rval = palette[cindex].red;
+            gval = palette[cindex].green;
+            bval = palette[cindex].blue;
+            pixcmapAddColor(*pcmap, rval, gval, bval);
+        }
+    }
+
+        /* Optionally, look for transparency.  Note that the colormap
+         * has been initialized to fully opaque. */
+    if (ptransparency && png_get_valid(png_ptr, info_ptr, PNG_INFO_tRNS)) {
+        png_get_tRNS(png_ptr, info_ptr, &trans, &num_trans, NULL);
+        if (trans) {
+            for (i = 0; i < num_trans; i++) {
+                if (trans[i] < 255) {  /* not fully opaque */
+                    *ptransparency = 1;
+                    if (pcmap) pixcmapSetAlpha(*pcmap, i, trans[i]);
+                }
+            }
+        } else {
+            L_ERROR("transparency array not returned\n", procName);
+        }
+    }
+
+    png_destroy_read_struct(&png_ptr, &info_ptr, NULL);
+    rewind(fp);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                      Writing png through stream                     *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixWritePng()
+ *
+ * \param[in]    filename
+ * \param[in]    pix
+ * \param[in]    gamma
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Special version for writing png with a specified gamma.
+ *          When using pixWrite(), no field is given for gamma.
+ * 

+ */
+l_ok
+pixWritePng(const char  *filename,
+            PIX         *pix,
+            l_float32    gamma)
+{
+FILE  *fp;
+
+    PROCNAME("pixWritePng");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "wb+")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+
+    if (pixWriteStreamPng(fp, pix, gamma)) {
+        fclose(fp);
+        return ERROR_INT("pix not written to stream", procName, 1);
+    }
+
+    fclose(fp);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteStreamPng()
+ *
+ * \param[in]    fp file stream
+ * \param[in]    pix
+ * \param[in]    gamma use 0.0 if gamma is not defined
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If called from pixWriteStream(), the stream is positioned
+ *          at the beginning of the file.
+ *      (2) To do sequential writes of png format images to a stream,
+ *          use pixWriteStreamPng() directly.
+ *      (3) gamma is an optional png chunk.  If no gamma value is to be
+ *          placed into the file, use gamma = 0.0.  Otherwise, if
+ *          gamma > 0.0, its value is written into the header.
+ *      (4) The use of gamma in png is highly problematic.  For an illuminating
+ *          discussion, see:  http://hsivonen.iki.fi/png-gamma/
+ *      (5) What is the effect/meaning of gamma in the png file?  This
+ *          gamma, which we can call the 'source' gamma, is the
+ *          inverse of the gamma that was used in enhance.c to brighten
+ *          or darken images.  The 'source' gamma is supposed to indicate
+ *          the intensity mapping that was done at the time the
+ *          image was captured.  Display programs typically apply a
+ *          'display' gamma of 2.2 to the output, which is intended
+ *          to linearize the intensity based on the response of
+ *          thermionic tubes (CRTs).  Flat panel LCDs have typically
+ *          been designed to give a similar response as CRTs (call it
+ *          "backward compatibility").  The 'display' gamma is
+ *          in some sense the inverse of the 'source' gamma.
+ *          jpeg encoders attached to scanners and cameras will lighten
+ *          the pixels, applying a gamma corresponding to approximately
+ *          a square-root relation of output vs input:
+ *                output = input^(gamma)
+ *          where gamma is often set near 0.4545  (1/gamma is 2.2).
+ *          This is stored in the image file.  Then if the display
+ *          program reads the gamma, it will apply a display gamma,
+ *          typically about 2.2; the product is 1.0, and the
+ *          display program produces a linear output.  This works because
+ *          the dark colors were appropriately boosted by the scanner,
+ *          as described by the 'source' gamma, so they should not
+ *          be further boosted by the display program.
+ *      (6) As an example, with xv and display, if no gamma is stored,
+ *          the program acts as if gamma were 0.4545, multiplies this by 2.2,
+ *          and does a linear rendering.  Taking this as a baseline
+ *          brightness, if the stored gamma is:
+ *              > 0.4545, the image is rendered lighter than baseline
+ *              < 0.4545, the image is rendered darker than baseline
+ *          In contrast, gqview seems to ignore the gamma chunk in png.
+ *      (7) The only valid pixel depths in leptonica are 1, 2, 4, 8, 16
+ *          and 32.  However, it is possible, and in some cases desirable,
+ *          to write out a png file using an rgb pix that has 24 bpp.
+ *          For example, the open source xpdf SplashBitmap class generates
+ *          24 bpp rgb images.  Consequently, we enable writing 24 bpp pix.
+ *          To generate such a pix, you can make a 24 bpp pix without data
+ *          and assign the data array to the pix; e.g.,
+ *              pix = pixCreateHeader(w, h, 24);
+ *              pixSetData(pix, rgbdata);
+ *          See pixConvert32To24() for an example, where we get rgbdata
+ *          from the 32 bpp pix.  Caution: do not call pixSetPadBits(),
+ *          because the alignment is wrong and you may erase part of the
+ *          last pixel on each line.
+ *      (8) If the pix has a colormap, it is written to file.  In most
+ *          situations, the alpha component is 255 for each colormap entry,
+ *          which is opaque and indicates that it should be ignored.
+ *          However, if any alpha component is not 255, it is assumed that
+ *          the alpha values are valid, and they are written to the png
+ *          file in a tRNS segment.  On readback, the tRNS segment is
+ *          identified, and the colormapped image with alpha is converted
+ *          to a 4 spp rgba image.
+ * 

+ */
+l_ok
+pixWriteStreamPng(FILE      *fp,
+                  PIX       *pix,
+                  l_float32  gamma)
+{
+char         commentstring[] = "Comment";
+l_int32      i, j, k;
+l_int32      wpl, d, spp, cmflag, opaque;
+l_int32      ncolors, compval;
+l_int32     *rmap, *gmap, *bmap, *amap;
+l_uint32    *data, *ppixel;
+png_byte     bit_depth, color_type;
+png_byte     alpha[256];
+png_uint_32  w, h;
+png_uint_32  xres, yres;
+png_bytep   *row_pointers;
+png_bytep    rowbuffer;
+png_structp  png_ptr;
+png_infop    info_ptr;
+png_colorp   palette;
+PIX         *pix1;
+PIXCMAP     *cmap;
+char        *text;
+
+    PROCNAME("pixWriteStreamPng");
+
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+        /* Allocate the 2 data structures */
+    if ((png_ptr = png_create_write_struct(PNG_LIBPNG_VER_STRING,
+                   (png_voidp)NULL, NULL, NULL)) == NULL)
+        return ERROR_INT("png_ptr not made", procName, 1);
+
+    if ((info_ptr = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_write_struct(&png_ptr, (png_infopp)NULL);
+        return ERROR_INT("info_ptr not made", procName, 1);
+    }
+
+        /* Set up png setjmp error handling */
+    if (setjmp(png_jmpbuf(png_ptr))) {
+        png_destroy_write_struct(&png_ptr, &info_ptr);
+        return ERROR_INT("internal png error", procName, 1);
+    }
+
+    png_init_io(png_ptr, fp);
+
+        /* With best zlib compression (9), get between 1 and 10% improvement
+         * over default (6), but the compression is 3 to 10 times slower.
+         * Use the zlib default (6) as our default compression unless
+         * pix->special falls in the range [10 ... 19]; then subtract 10
+         * to get the compression value.  */
+    compval = Z_DEFAULT_COMPRESSION;
+    if (pix->special >= 10 && pix->special < 20)
+        compval = pix->special - 10;
+    png_set_compression_level(png_ptr, compval);
+
+    w = pixGetWidth(pix);
+    h = pixGetHeight(pix);
+    d = pixGetDepth(pix);
+    spp = pixGetSpp(pix);
+    if ((cmap = pixGetColormap(pix)))
+        cmflag = 1;
+    else
+        cmflag = 0;
+    pixSetPadBits(pix, 0);
+
+        /* Set the color type and bit depth. */
+    if (d == 32 && spp == 4) {
+        bit_depth = 8;
+        color_type = PNG_COLOR_TYPE_RGBA;   /* 6 */
+        cmflag = 0;  /* ignore if it exists */
+    } else if (d == 24 || d == 32) {
+        bit_depth = 8;
+        color_type = PNG_COLOR_TYPE_RGB;   /* 2 */
+        cmflag = 0;  /* ignore if it exists */
+    } else {
+        bit_depth = d;
+        color_type = PNG_COLOR_TYPE_GRAY;  /* 0 */
+    }
+    if (cmflag)
+        color_type = PNG_COLOR_TYPE_PALETTE;  /* 3 */
+
+#if  DEBUG_WRITE
+    fprintf(stderr, "cmflag = %d, bit_depth = %d, color_type = %d\n",
+            cmflag, bit_depth, color_type);
+#endif  /* DEBUG_WRITE */
+
+    png_set_IHDR(png_ptr, info_ptr, w, h, bit_depth, color_type,
+                 PNG_INTERLACE_NONE, PNG_COMPRESSION_TYPE_BASE,
+                 PNG_FILTER_TYPE_BASE);
+
+        /* Store resolution in ppm, if known */
+    xres = (png_uint_32)(39.37 * (l_float32)pixGetXRes(pix) + 0.5);
+    yres = (png_uint_32)(39.37 * (l_float32)pixGetYRes(pix) + 0.5);
+    if ((xres == 0) || (yres == 0))
+        png_set_pHYs(png_ptr, info_ptr, 0, 0, PNG_RESOLUTION_UNKNOWN);
+    else
+        png_set_pHYs(png_ptr, info_ptr, xres, yres, PNG_RESOLUTION_METER);
+
+    if (cmflag) {
+        pixcmapToArrays(cmap, &rmap, &gmap, &bmap, &amap);
+        ncolors = pixcmapGetCount(cmap);
+        pixcmapIsOpaque(cmap, &opaque);
+
+            /* Make and save the palette */
+        palette = (png_colorp)LEPT_CALLOC(ncolors, sizeof(png_color));
+        for (i = 0; i < ncolors; i++) {
+            palette[i].red = (png_byte)rmap[i];
+            palette[i].green = (png_byte)gmap[i];
+            palette[i].blue = (png_byte)bmap[i];
+            alpha[i] = (png_byte)amap[i];
+        }
+
+        png_set_PLTE(png_ptr, info_ptr, palette, (int)ncolors);
+        if (!opaque)  /* alpha channel has some transparency; assume valid */
+            png_set_tRNS(png_ptr, info_ptr, (png_bytep)alpha,
+                         (int)ncolors, NULL);
+        LEPT_FREE(rmap);
+        LEPT_FREE(gmap);
+        LEPT_FREE(bmap);
+        LEPT_FREE(amap);
+    }
+
+        /* 0.4545 is treated as the default by some image
+         * display programs (not gqview).  A value > 0.4545 will
+         * lighten an image as displayed by xv, display, etc. */
+    if (gamma > 0.0)
+        png_set_gAMA(png_ptr, info_ptr, (l_float64)gamma);
+
+    if ((text = pixGetText(pix))) {
+        png_text text_chunk;
+        text_chunk.compression = PNG_TEXT_COMPRESSION_NONE;
+        text_chunk.key = commentstring;
+        text_chunk.text = text;
+        text_chunk.text_length = strlen(text);
+#ifdef PNG_ITXT_SUPPORTED
+        text_chunk.itxt_length = 0;
+        text_chunk.lang = NULL;
+        text_chunk.lang_key = NULL;
+#endif
+        png_set_text(png_ptr, info_ptr, &text_chunk, 1);
+    }
+
+        /* Write header and palette info */
+    png_write_info(png_ptr, info_ptr);
+
+    if ((d != 32) && (d != 24)) {  /* not rgb color */
+            /* Generate a temporary pix with bytes swapped.
+             * For writing a 1 bpp image as png:
+             *    ~ if no colormap, invert the data, because png writes
+             *      black as 0
+             *    ~ if colormapped, do not invert the data; the two RGBA
+             *      colors can have any value.  */
+        if (d == 1 && !cmap) {
+            pix1 = pixInvert(NULL, pix);
+            pixEndianByteSwap(pix1);
+        } else {
+            pix1 = pixEndianByteSwapNew(pix);
+        }
+        if (!pix1) {
+            png_destroy_write_struct(&png_ptr, &info_ptr);
+            if (cmflag) LEPT_FREE(palette);
+            return ERROR_INT("pix1 not made", procName, 1);
+        }
+
+            /* Make and assign array of image row pointers */
+        row_pointers = (png_bytep *)LEPT_CALLOC(h, sizeof(png_bytep));
+        wpl = pixGetWpl(pix1);
+        data = pixGetData(pix1);
+        for (i = 0; i < h; i++)
+            row_pointers[i] = (png_bytep)(data + i * wpl);
+        png_set_rows(png_ptr, info_ptr, row_pointers);
+
+            /* Transfer the data */
+        png_write_image(png_ptr, row_pointers);
+        png_write_end(png_ptr, info_ptr);
+
+        if (cmflag) LEPT_FREE(palette);
+        LEPT_FREE(row_pointers);
+        pixDestroy(&pix1);
+        png_destroy_write_struct(&png_ptr, &info_ptr);
+        return 0;
+    }
+
+        /* For rgb, compose and write a row at a time */
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    if (d == 24) {  /* See note 7 above: special case of 24 bpp rgb */
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            png_write_rows(png_ptr, (png_bytepp)&ppixel, 1);
+        }
+    } else {  /* 32 bpp rgb and rgba.  Write out the alpha channel if either
+             * the pix has 4 spp or writing it is requested anyway */
+        rowbuffer = (png_bytep)LEPT_CALLOC(w, 4);
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            for (j = k = 0; j < w; j++) {
+                rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_RED);
+                rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_GREEN);
+                rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_BLUE);
+                if (spp == 4)
+                    rowbuffer[k++] = GET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL);
+                ppixel++;
+            }
+
+            png_write_rows(png_ptr, &rowbuffer, 1);
+        }
+        LEPT_FREE(rowbuffer);
+    }
+
+    png_write_end(png_ptr, info_ptr);
+
+    if (cmflag)
+        LEPT_FREE(palette);
+    png_destroy_write_struct(&png_ptr, &info_ptr);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetZlibCompression()
+ *
+ * \param[in]    pix
+ * \param[in]    compval zlib compression value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Valid zlib compression values are in the interval [0 ... 9],
+ *          where, as defined in zlib.h:
+ *            0         Z_NO_COMPRESSION
+ *            1         Z_BEST_SPEED    (poorest compression)
+ *            9         Z_BEST_COMPRESSION
+ *          For the default value, use either of these:
+ *            6         Z_DEFAULT_COMPRESSION
+ *           -1         (resolves to Z_DEFAULT_COMPRESSION)
+ *      (2) If you use the defined constants in zlib.h instead of the
+ *          compression integers given above, you must include zlib.h.
+ * 

+ */
+l_ok
+pixSetZlibCompression(PIX     *pix,
+                      l_int32  compval)
+{
+    PROCNAME("pixSetZlibCompression");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (compval < 0 || compval > 9) {
+        L_ERROR("Invalid zlib comp val; using default\n", procName);
+        compval = Z_DEFAULT_COMPRESSION;
+    }
+    pixSetSpecial(pix, 10 + compval);  /* valid range [10 ... 19] */
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *              Set flag for stripping 16 bits on reading              *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   l_pngSetReadStrip16To8()
+ *
+ * \param[in]    flag 1 for stripping 16 bpp to 8 bpp on reading;
+ *                    0 for leaving 16 bpp
+ * \return  void
+ */
+void
+l_pngSetReadStrip16To8(l_int32  flag)
+{
+    var_PNG_STRIP_16_TO_8 = flag;
+}
+
+
+/*-------------------------------------------------------------------------*
+ *                               Memio utility                             *
+ *    libpng read/write callback replacements for performing memory I/O    *
+ *                                                                         *
+ *    Copyright (C) 2017 Milner Technologies, Inc.  This content is a      *
+ *    component of leptonica and is provided under the terms of the        *
+ *    Leptonica license.                                                   *
+ *-------------------------------------------------------------------------*/
+
+    /*! A node in a linked list of memory buffers that hold I/O content */
+struct MemIOData
+{
+    char*       m_Buffer;  /*!< pointer to this node's I/O content           */
+    l_int32     m_Count;   /*!< number of I/O content bytes read or written  */
+    l_int32     m_Size;    /*!< allocated size of m_buffer                   */
+    struct MemIOData  *m_Next;  /*!< pointer to the next node in the list;   */
+                                /*!< zero if this is the last node           */
+    struct MemIOData  *m_Last;  /*!< pointer to the last node in the linked  */
+                                /*!< list.  The last node is where new       */
+                                /*!< content is written.                     */
+};
+typedef struct MemIOData MEMIODATA;
+
+static void memio_png_write_data(png_structp png_ptr, png_bytep data,
+                                 png_size_t length);
+static void memio_png_flush(MEMIODATA* pthing);
+static void memio_png_read_data(png_structp png_ptr, png_bytep outBytes,
+                                png_size_t byteCountToRead);
+static void memio_free(MEMIODATA* pthing);
+
+static const l_int32  MEMIO_BUFFER_SIZE = 8192;  /*! buffer alloc size */
+
+/*
+ * \brief   memio_png_write_data()
+ *
+ * \param[in]     png_ptr
+ * \param[in]     data
+ * \param[in]     len     size of array data in bytes
+ *
+ * 
+ * Notes:
+ *      (1) This is a libpng callback for writing an image into a
+ *          linked list of memory buffers.
+ * 

+ */
+static void
+memio_png_write_data(png_structp  png_ptr,
+                     png_bytep    data,
+                     png_size_t   len)
+{
+MEMIODATA  *thing, *last;
+l_int32     written = 0;
+l_int32     remainingSpace, remainingToWrite;
+
+    thing = (struct MemIOData*)png_get_io_ptr(png_ptr);
+    last = (struct MemIOData*)thing->m_Last;
+    if (last->m_Buffer == NULL) {
+        if (len > MEMIO_BUFFER_SIZE) {
+            last->m_Buffer = (char *)LEPT_MALLOC(len);
+            memcpy(last->m_Buffer, data, len);
+            last->m_Size = last->m_Count = len;
+            return;
+        }
+
+        last->m_Buffer = (char *)LEPT_MALLOC(MEMIO_BUFFER_SIZE);
+        last->m_Size = MEMIO_BUFFER_SIZE;
+    }
+
+    while (written < len) {
+        if (last->m_Count == last->m_Size) {
+            MEMIODATA* next = (MEMIODATA *)LEPT_MALLOC(sizeof(MEMIODATA));
+            next->m_Next = NULL;
+            next->m_Count = 0;
+            next->m_Last = next;
+
+            last->m_Next = next;
+            last = thing->m_Last = next;
+
+            last->m_Buffer = (char *)LEPT_MALLOC(MEMIO_BUFFER_SIZE);
+            last->m_Size = MEMIO_BUFFER_SIZE;
+        }
+
+        remainingSpace = last->m_Size - last->m_Count;
+        remainingToWrite = len - written;
+        if (remainingSpace < remainingToWrite) {
+            memcpy(last->m_Buffer + last->m_Count, data + written,
+                   remainingSpace);
+            written += remainingSpace;
+            last->m_Count += remainingSpace;
+        } else {
+            memcpy(last->m_Buffer + last->m_Count, data + written,
+                   remainingToWrite);
+            written += remainingToWrite;
+            last->m_Count += remainingToWrite;
+        }
+    }
+}
+
+
+/*
+ * \brief   memio_png_flush()
+ *
+ * \param[in]     pthing
+ *
+ * 
+ * Notes:
+ *      (1) This consolidates write buffers into a single buffer at the
+ *          haed of the link list of buffers.
+ * 

+ */
+static void
+memio_png_flush(MEMIODATA  *pthing)
+{
+l_int32     amount = 0;
+l_int32     copied = 0;
+MEMIODATA  *buffer = 0;
+char       *data = 0;
+
+        /* If the data is in one buffer, give the buffer to the user. */
+    if (pthing->m_Next == NULL) return;
+
+        /* Consolidate multiple buffers into one new one; add the buffer
+         * sizes together. */
+    amount = pthing->m_Count;
+    buffer = pthing->m_Next;
+    while (buffer != NULL) {
+        amount += buffer->m_Count;
+        buffer = buffer->m_Next;
+    }
+
+        /* Copy data to a new buffer. */
+    data = (char *)LEPT_MALLOC(amount);
+    memcpy(data, pthing->m_Buffer, pthing->m_Count);
+    copied = pthing->m_Count;
+
+    LEPT_FREE(pthing->m_Buffer);
+    pthing->m_Buffer = NULL;
+
+        /* Don't delete original "thing" because we don't control it. */
+    buffer = pthing->m_Next;
+    pthing->m_Next = NULL;
+    while (buffer != NULL && copied < amount) {
+        MEMIODATA* old;
+        memcpy(data + copied, buffer->m_Buffer, buffer->m_Count);
+        copied += buffer->m_Count;
+
+        old = buffer;
+        buffer = buffer->m_Next;
+
+        LEPT_FREE(old->m_Buffer);
+        LEPT_FREE(old);
+    }
+
+    pthing->m_Buffer = data;
+    pthing->m_Count = copied;
+    pthing->m_Size = amount;
+    return;
+}
+
+
+/*
+ * \brief   memio_png_read_data()
+ *
+ * \param[in]     png_ptr
+ * \param[in]     outBytes
+ * \param[in]     byteCountToRead
+ *
+ * 
+ * Notes:
+ *      (1) This is a libpng callback that reads an image from a single
+ *          memory buffer.
+ * 

+ */
+static void
+memio_png_read_data(png_structp  png_ptr,
+                    png_bytep    outBytes,
+                    png_size_t   byteCountToRead)
+{
+MEMIODATA  *thing;
+
+    thing = (MEMIODATA *)png_get_io_ptr(png_ptr);
+    if (byteCountToRead > (thing->m_Size - thing->m_Count)) {
+        png_error(png_ptr, "read error in memio_png_read_data");
+    }
+    memcpy(outBytes, thing->m_Buffer + thing->m_Count, byteCountToRead);
+    thing->m_Count += byteCountToRead;
+}
+
+
+/*
+ * \brief   memio_free()
+ *
+ * \param[in]     pthing
+ *
+ * 
+ * Notes:
+ *      (1) This frees all the write buffers in the linked list.  It must
+ *          be done before exiting the pixWriteMemPng().
+ * 

+ */
+static void
+memio_free(MEMIODATA*  pthing)
+{
+MEMIODATA  *buffer, *old;
+
+    if (pthing->m_Buffer != NULL)
+        LEPT_FREE(pthing->m_Buffer);
+
+    pthing->m_Buffer = NULL;
+    buffer = pthing->m_Next;
+    while (buffer != NULL) {
+        old = buffer;
+        buffer = buffer->m_Next;
+
+        if (old->m_Buffer != NULL)
+            LEPT_FREE(old->m_Buffer);
+        LEPT_FREE(old);
+    }
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Reading png from memory                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadMemPng()
+ *
+ * \param[in]    filedata   png compressed data in memory
+ * \param[in]    filesize   number of bytes in data
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixReastreamPng().
+ * 

+ */
+PIX *
+pixReadMemPng(const l_uint8  *filedata,
+              size_t          filesize)
+{
+l_uint8      byte;
+l_int32      rval, gval, bval;
+l_int32      i, j, k, index, ncolors, bitval;
+l_int32      wpl, d, spp, cindex, tRNS;
+l_uint32     png_transforms;
+l_uint32    *data, *line, *ppixel;
+int          num_palette, num_text, num_trans;
+png_byte     bit_depth, color_type, channels;
+png_uint_32  w, h, rowbytes;
+png_uint_32  xres, yres;
+png_bytep    rowptr, trans;
+png_bytep   *row_pointers;
+png_structp  png_ptr;
+png_infop    info_ptr, end_info;
+png_colorp   palette;
+png_textp    text_ptr;  /* ptr to text_chunk */
+PIX         *pix, *pix1;
+PIXCMAP     *cmap;
+MEMIODATA    state;
+
+    PROCNAME("pixReadMemPng");
+
+    if (!filedata)
+        return (PIX *)ERROR_PTR("filedata not defined", procName, NULL);
+    if (filesize < 1)
+        return (PIX *)ERROR_PTR("invalid filesize", procName, NULL);
+
+    state.m_Next = 0;
+    state.m_Count = 0;
+    state.m_Last = &state;
+    state.m_Buffer = (char*)filedata;
+    state.m_Size = filesize;
+    pix = NULL;
+
+        /* Allocate the 3 data structures */
+    if ((png_ptr = png_create_read_struct(PNG_LIBPNG_VER_STRING,
+                   (png_voidp)NULL, NULL, NULL)) == NULL)
+        return (PIX *)ERROR_PTR("png_ptr not made", procName, NULL);
+
+    if ((info_ptr = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_read_struct(&png_ptr, (png_infopp)NULL, (png_infopp)NULL);
+        return (PIX *)ERROR_PTR("info_ptr not made", procName, NULL);
+    }
+
+    if ((end_info = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_read_struct(&png_ptr, &info_ptr, (png_infopp)NULL);
+        return (PIX *)ERROR_PTR("end_info not made", procName, NULL);
+    }
+
+        /* Set up png setjmp error handling */
+    if (setjmp(png_jmpbuf(png_ptr))) {
+        png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+        return (PIX *)ERROR_PTR("internal png error", procName, NULL);
+    }
+
+    png_set_read_fn(png_ptr, &state, memio_png_read_data);
+
+        /* ---------------------------------------------------------- *
+         *  Set the transforms flags.  Whatever happens here,
+         *  NEVER invert 1 bpp using PNG_TRANSFORM_INVERT_MONO.
+         *  Also, do not use PNG_TRANSFORM_EXPAND, which would
+         *  expand all images with bpp < 8 to 8 bpp.
+         * ---------------------------------------------------------- */
+        /* To strip 16 --> 8 bit depth, use PNG_TRANSFORM_STRIP_16 */
+    if (var_PNG_STRIP_16_TO_8 == 1) {  /* our default */
+        png_transforms = PNG_TRANSFORM_STRIP_16;
+    } else {
+        png_transforms = PNG_TRANSFORM_IDENTITY;
+        L_INFO("not stripping 16 --> 8 in png reading\n", procName);
+    }
+
+        /* Read it */
+    png_read_png(png_ptr, info_ptr, png_transforms, NULL);
+
+    row_pointers = png_get_rows(png_ptr, info_ptr);
+    w = png_get_image_width(png_ptr, info_ptr);
+    h = png_get_image_height(png_ptr, info_ptr);
+    bit_depth = png_get_bit_depth(png_ptr, info_ptr);
+    rowbytes = png_get_rowbytes(png_ptr, info_ptr);
+    color_type = png_get_color_type(png_ptr, info_ptr);
+    channels = png_get_channels(png_ptr, info_ptr);
+    spp = channels;
+    tRNS = png_get_valid(png_ptr, info_ptr, PNG_INFO_tRNS) ? 1 : 0;
+
+    if (spp == 1) {
+        d = bit_depth;
+    } else {  /* spp == 2 (gray + alpha), spp == 3 (rgb), spp == 4 (rgba) */
+        d = 4 * bit_depth;
+    }
+
+        /* Remove if/when this is implemented for all bit_depths */
+    if (spp == 3 && bit_depth != 8) {
+        fprintf(stderr, "Help: spp = 3 and depth = %d != 8\n!!", bit_depth);
+        png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+        return (PIX *)ERROR_PTR("not implemented for this depth",
+            procName, NULL);
+    }
+
+    cmap = NULL;
+    if (color_type == PNG_COLOR_TYPE_PALETTE ||
+        color_type == PNG_COLOR_MASK_PALETTE) {   /* generate a colormap */
+        png_get_PLTE(png_ptr, info_ptr, &palette, &num_palette);
+        cmap = pixcmapCreate(d);  /* spp == 1 */
+        for (cindex = 0; cindex < num_palette; cindex++) {
+            rval = palette[cindex].red;
+            gval = palette[cindex].green;
+            bval = palette[cindex].blue;
+            pixcmapAddColor(cmap, rval, gval, bval);
+        }
+    }
+
+    if ((pix = pixCreate(w, h, d)) == NULL) {
+        pixcmapDestroy(&cmap);
+        png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+        pixcmapDestroy(&cmap);
+        return (PIX *)ERROR_PTR("pix not made", procName, NULL);
+    }
+    pixSetInputFormat(pix, IFF_PNG);
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    pixSetColormap(pix, cmap);
+    pixSetSpp(pix, spp);
+
+    if (spp == 1 && !tRNS) {  /* copy straight from buffer to pix */
+        for (i = 0; i < h; i++) {
+            line = data + i * wpl;
+            rowptr = row_pointers[i];
+            for (j = 0; j < rowbytes; j++) {
+                    SET_DATA_BYTE(line, j, rowptr[j]);
+            }
+        }
+    } else if (spp == 2) {  /* grayscale + alpha; convert to RGBA */
+        L_INFO("converting (gray + alpha) ==> RGBA\n", procName);
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            rowptr = row_pointers[i];
+            for (j = k = 0; j < w; j++) {
+                    /* Copy gray value into r, g and b */
+                SET_DATA_BYTE(ppixel, COLOR_RED, rowptr[k]);
+                SET_DATA_BYTE(ppixel, COLOR_GREEN, rowptr[k]);
+                SET_DATA_BYTE(ppixel, COLOR_BLUE, rowptr[k++]);
+                SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL, rowptr[k++]);
+                ppixel++;
+            }
+        }
+        pixSetSpp(pix, 4);  /* we do not support 2 spp pix */
+    } else if (spp == 3 || spp == 4) {
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            rowptr = row_pointers[i];
+            for (j = k = 0; j < w; j++) {
+                SET_DATA_BYTE(ppixel, COLOR_RED, rowptr[k++]);
+                SET_DATA_BYTE(ppixel, COLOR_GREEN, rowptr[k++]);
+                SET_DATA_BYTE(ppixel, COLOR_BLUE, rowptr[k++]);
+                if (spp == 4)
+                    SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL, rowptr[k++]);
+                ppixel++;
+            }
+        }
+    }
+
+        /* Special spp == 1 cases with transparency:
+         *    (1) 8 bpp without colormap; assume full transparency
+         *    (2) 1 bpp with colormap + trans array (for alpha)
+         *    (3) 8 bpp with colormap + trans array (for alpha)
+         * These all require converting to RGBA */
+    if (spp == 1 && tRNS) {
+        if (!cmap) {
+                /* Case 1: make fully transparent RGBA image */
+            L_INFO("transparency, 1 spp, no colormap, no transparency array: "
+                   "convention is fully transparent image\n", procName);
+            L_INFO("converting (fully transparent 1 spp) ==> RGBA\n", procName);
+            pixDestroy(&pix);
+            pix = pixCreate(w, h, 32);  /* init to alpha = 0 (transparent) */
+            pixSetSpp(pix, 4);
+        } else {
+            L_INFO("converting (cmap + alpha) ==> RGBA\n", procName);
+
+                /* Grab the transparency array */
+            png_get_tRNS(png_ptr, info_ptr, &trans, &num_trans, NULL);
+            if (!trans) {  /* invalid png file */
+                pixDestroy(&pix);
+                png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+                return (PIX *)ERROR_PTR("cmap, tRNS, but no transparency array",
+                                        procName, NULL);
+            }
+
+                /* Save the cmap and destroy the pix */
+            cmap = pixcmapCopy(pixGetColormap(pix));
+            ncolors = pixcmapGetCount(cmap);
+            pixDestroy(&pix);
+
+                /* Start over with 32 bit RGBA */
+            pix = pixCreate(w, h, 32);
+            wpl = pixGetWpl(pix);
+            data = pixGetData(pix);
+            pixSetSpp(pix, 4);
+
+#if DEBUG_READ
+            fprintf(stderr, "ncolors = %d, num_trans = %d\n",
+                    ncolors, num_trans);
+            for (i = 0; i < ncolors; i++) {
+                pixcmapGetColor(cmap, i, &rval, &gval, &bval);
+                if (i < num_trans) {
+                    fprintf(stderr, "(r,g,b,a) = (%d,%d,%d,%d)\n",
+                            rval, gval, bval, trans[i]);
+                } else {
+                    fprintf(stderr, "(r,g,b,a) = (%d,%d,%d,<<255>>)\n",
+                            rval, gval, bval);
+                }
+            }
+#endif  /* DEBUG_READ */
+
+                /* Extract the data and convert to RGBA */
+            if (d == 1) {
+                    /* Case 2: 1 bpp with transparency (usually) behind white */
+                L_INFO("converting 1 bpp cmap with alpha ==> RGBA\n", procName);
+                if (num_trans == 1)
+                    L_INFO("num_trans = 1; second color opaque by default\n",
+                           procName);
+                for (i = 0; i < h; i++) {
+                    ppixel = data + i * wpl;
+                    rowptr = row_pointers[i];
+                    for (j = 0, index = 0; j < rowbytes; j++) {
+                        byte = rowptr[j];
+                        for (k = 0; k < 8 && index < w; k++, index++) {
+                            bitval = (byte >> (7 - k)) & 1;
+                            pixcmapGetColor(cmap, bitval, &rval, &gval, &bval);
+                            composeRGBPixel(rval, gval, bval, ppixel);
+                            SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL,
+                                      bitval < num_trans ? trans[bitval] : 255);
+                            ppixel++;
+                        }
+                    }
+                }
+            } else if (d == 8) {
+                    /* Case 3: 8 bpp with cmap and associated transparency */
+                L_INFO("converting 8 bpp cmap with alpha ==> RGBA\n", procName);
+                for (i = 0; i < h; i++) {
+                    ppixel = data + i * wpl;
+                    rowptr = row_pointers[i];
+                    for (j = 0; j < w; j++) {
+                        index = rowptr[j];
+                        pixcmapGetColor(cmap, index, &rval, &gval, &bval);
+                        composeRGBPixel(rval, gval, bval, ppixel);
+                            /* Assume missing entries to be 255 (opaque)
+                             * according to the spec:
+                             * http://www.w3.org/TR/PNG/#11tRNS */
+                        SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL,
+                                      index < num_trans ? trans[index] : 255);
+                        ppixel++;
+                    }
+                }
+            } else {
+                L_ERROR("spp == 1, cmap, trans array, invalid depth: %d\n",
+                        procName, d);
+            }
+            pixcmapDestroy(&cmap);
+        }
+    }
+
+#if  DEBUG_READ
+    if (cmap) {
+        for (i = 0; i < 16; i++) {
+            fprintf(stderr, "[%d] = %d\n", i,
+                   ((l_uint8 *)(cmap->array))[i]);
+        }
+    }
+#endif  /* DEBUG_READ */
+
+        /* Final adjustments for bpp = 1.
+         *   + If there is no colormap, the image must be inverted because
+         *     png stores black pixels as 0.
+         *   + We have already handled the case of cmapped, 1 bpp pix
+         *     with transparency, where the output pix is 32 bpp RGBA.
+         *     If there is no transparency but the pix has a colormap,
+         *     we remove the colormap, because functions operating on
+         *     1 bpp images in leptonica assume no colormap.
+         *   + The colormap must be removed in such a way that the pixel
+         *     values are not changed.  If the values are only black and
+         *     white, we return a 1 bpp image; if gray, return an 8 bpp pix;
+         *     otherwise, return a 32 bpp rgb pix.
+         *
+         * Note that we cannot use the PNG_TRANSFORM_INVERT_MONO flag
+         * to do the inversion, because that flag (since version 1.0.9)
+         * inverts 8 bpp grayscale as well, which we don't want to do.
+         * (It also doesn't work if there is a colormap.)
+         *
+         * Note that if the input png is a 1-bit with colormap and
+         * transparency, it has already been rendered as a 32 bpp,
+         * spp = 4 rgba pix.
+         */
+    if (pixGetDepth(pix) == 1) {
+        if (!cmap) {
+            pixInvert(pix, pix);
+        } else {
+            pix1 = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+            pixDestroy(&pix);
+            pix = pix1;
+        }
+    }
+
+    xres = png_get_x_pixels_per_meter(png_ptr, info_ptr);
+    yres = png_get_y_pixels_per_meter(png_ptr, info_ptr);
+    pixSetXRes(pix, (l_int32)((l_float32)xres / 39.37 + 0.5));  /* to ppi */
+    pixSetYRes(pix, (l_int32)((l_float32)yres / 39.37 + 0.5));  /* to ppi */
+
+        /* Get the text if there is any */
+    png_get_text(png_ptr, info_ptr, &text_ptr, &num_text);
+    if (num_text && text_ptr)
+        pixSetText(pix, text_ptr->text);
+
+    png_destroy_read_struct(&png_ptr, &info_ptr, &end_info);
+    return pix;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                        Writing png to memory                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixWriteMemPng()
+ *
+ * \param[out]   pfiledata     png encoded data of pix
+ * \param[out]   pfilesize     size of png encoded data
+ * \param[in]    pix
+ * \param[in]    gamma         use 0.0 if gamma is not defined
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteStreamPng()
+ * 

+ */
+l_ok
+pixWriteMemPng(l_uint8  **pfiledata,
+               size_t    *pfilesize,
+               PIX       *pix,
+               l_float32  gamma)
+{
+char         commentstring[] = "Comment";
+l_int32      i, j, k;
+l_int32      wpl, d, spp, cmflag, opaque;
+l_int32      ncolors, compval;
+l_int32     *rmap, *gmap, *bmap, *amap;
+l_uint32    *data, *ppixel;
+png_byte     bit_depth, color_type;
+png_byte     alpha[256];
+png_uint_32  w, h;
+png_uint_32  xres, yres;
+png_bytep   *row_pointers;
+png_bytep    rowbuffer;
+png_structp  png_ptr;
+png_infop    info_ptr;
+png_colorp   palette;
+PIX         *pix1;
+PIXCMAP     *cmap;
+char        *text;
+MEMIODATA    state;
+
+    PROCNAME("pixWriteMemPng");
+
+    if (pfiledata) *pfiledata = NULL;
+    if (pfilesize) *pfilesize = 0;
+    if (!pfiledata)
+        return ERROR_INT("&filedata not defined", procName, 1);
+    if (!pfilesize)
+        return ERROR_INT("&filesize not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    state.m_Buffer = 0;
+    state.m_Size = 0;
+    state.m_Next = 0;
+    state.m_Count = 0;
+    state.m_Last = &state;
+
+        /* Allocate the 2 data structures */
+    if ((png_ptr = png_create_write_struct(PNG_LIBPNG_VER_STRING,
+                   (png_voidp)NULL, NULL, NULL)) == NULL)
+        return ERROR_INT("png_ptr not made", procName, 1);
+
+    if ((info_ptr = png_create_info_struct(png_ptr)) == NULL) {
+        png_destroy_write_struct(&png_ptr, (png_infopp)NULL);
+        return ERROR_INT("info_ptr not made", procName, 1);
+    }
+
+        /* Set up png setjmp error handling */
+    if (setjmp(png_jmpbuf(png_ptr))) {
+        png_destroy_write_struct(&png_ptr, &info_ptr);
+        return ERROR_INT("internal png error", procName, 1);
+    }
+
+    png_set_write_fn(png_ptr, &state, memio_png_write_data,
+                     (png_flush_ptr)NULL);
+
+        /* With best zlib compression (9), get between 1 and 10% improvement
+         * over default (6), but the compression is 3 to 10 times slower.
+         * Use the zlib default (6) as our default compression unless
+         * pix->special falls in the range [10 ... 19]; then subtract 10
+         * to get the compression value.  */
+    compval = Z_DEFAULT_COMPRESSION;
+    if (pix->special >= 10 && pix->special < 20)
+        compval = pix->special - 10;
+    png_set_compression_level(png_ptr, compval);
+
+    w = pixGetWidth(pix);
+    h = pixGetHeight(pix);
+    d = pixGetDepth(pix);
+    spp = pixGetSpp(pix);
+    if ((cmap = pixGetColormap(pix)))
+        cmflag = 1;
+    else
+        cmflag = 0;
+
+        /* Set the color type and bit depth. */
+    if (d == 32 && spp == 4) {
+        bit_depth = 8;
+        color_type = PNG_COLOR_TYPE_RGBA;   /* 6 */
+        cmflag = 0;  /* ignore if it exists */
+    } else if (d == 24 || d == 32) {
+        bit_depth = 8;
+        color_type = PNG_COLOR_TYPE_RGB;   /* 2 */
+        cmflag = 0;  /* ignore if it exists */
+    } else {
+        bit_depth = d;
+        color_type = PNG_COLOR_TYPE_GRAY;  /* 0 */
+    }
+    if (cmflag)
+        color_type = PNG_COLOR_TYPE_PALETTE;  /* 3 */
+
+#if  DEBUG_WRITE
+    fprintf(stderr, "cmflag = %d, bit_depth = %d, color_type = %d\n",
+            cmflag, bit_depth, color_type);
+#endif  /* DEBUG_WRITE */
+
+    png_set_IHDR(png_ptr, info_ptr, w, h, bit_depth, color_type,
+                 PNG_INTERLACE_NONE, PNG_COMPRESSION_TYPE_BASE,
+                 PNG_FILTER_TYPE_BASE);
+
+        /* Store resolution in ppm, if known */
+    xres = (png_uint_32)(39.37 * (l_float32)pixGetXRes(pix) + 0.5);
+    yres = (png_uint_32)(39.37 * (l_float32)pixGetYRes(pix) + 0.5);
+    if ((xres == 0) || (yres == 0))
+        png_set_pHYs(png_ptr, info_ptr, 0, 0, PNG_RESOLUTION_UNKNOWN);
+    else
+        png_set_pHYs(png_ptr, info_ptr, xres, yres, PNG_RESOLUTION_METER);
+
+    if (cmflag) {
+        pixcmapToArrays(cmap, &rmap, &gmap, &bmap, &amap);
+        ncolors = pixcmapGetCount(cmap);
+        pixcmapIsOpaque(cmap, &opaque);
+
+            /* Make and save the palette */
+        palette = (png_colorp)LEPT_CALLOC(ncolors, sizeof(png_color));
+        for (i = 0; i < ncolors; i++) {
+            palette[i].red = (png_byte)rmap[i];
+            palette[i].green = (png_byte)gmap[i];
+            palette[i].blue = (png_byte)bmap[i];
+            alpha[i] = (png_byte)amap[i];
+        }
+
+        png_set_PLTE(png_ptr, info_ptr, palette, (int)ncolors);
+        if (!opaque)  /* alpha channel has some transparency; assume valid */
+            png_set_tRNS(png_ptr, info_ptr, (png_bytep)alpha,
+                         (int)ncolors, NULL);
+        LEPT_FREE(rmap);
+        LEPT_FREE(gmap);
+        LEPT_FREE(bmap);
+        LEPT_FREE(amap);
+    }
+
+        /* 0.4545 is treated as the default by some image
+         * display programs (not gqview).  A value > 0.4545 will
+         * lighten an image as displayed by xv, display, etc. */
+    if (gamma > 0.0)
+        png_set_gAMA(png_ptr, info_ptr, (l_float64)gamma);
+
+    if ((text = pixGetText(pix))) {
+        png_text text_chunk;
+        text_chunk.compression = PNG_TEXT_COMPRESSION_NONE;
+        text_chunk.key = commentstring;
+        text_chunk.text = text;
+        text_chunk.text_length = strlen(text);
+#ifdef PNG_ITXT_SUPPORTED
+        text_chunk.itxt_length = 0;
+        text_chunk.lang = NULL;
+        text_chunk.lang_key = NULL;
+#endif
+        png_set_text(png_ptr, info_ptr, &text_chunk, 1);
+    }
+
+        /* Write header and palette info */
+    png_write_info(png_ptr, info_ptr);
+
+    if ((d != 32) && (d != 24)) {  /* not rgb color */
+            /* Generate a temporary pix with bytes swapped.
+             * For writing a 1 bpp image as png:
+             *    ~ if no colormap, invert the data, because png writes
+             *      black as 0
+             *    ~ if colormapped, do not invert the data; the two RGBA
+             *      colors can have any value.  */
+        if (d == 1 && !cmap) {
+            pix1 = pixInvert(NULL, pix);
+            pixEndianByteSwap(pix1);
+        } else {
+            pix1 = pixEndianByteSwapNew(pix);
+        }
+        if (!pix1) {
+            png_destroy_write_struct(&png_ptr, &info_ptr);
+            if (cmflag) LEPT_FREE(palette);
+            memio_free(&state);
+            return ERROR_INT("pix1 not made", procName, 1);
+        }
+
+            /* Make and assign array of image row pointers */
+        row_pointers = (png_bytep *)LEPT_CALLOC(h, sizeof(png_bytep));
+        wpl = pixGetWpl(pix1);
+        data = pixGetData(pix1);
+        for (i = 0; i < h; i++)
+            row_pointers[i] = (png_bytep)(data + i * wpl);
+        png_set_rows(png_ptr, info_ptr, row_pointers);
+
+            /* Transfer the data */
+        png_write_image(png_ptr, row_pointers);
+        png_write_end(png_ptr, info_ptr);
+
+        if (cmflag) LEPT_FREE(palette);
+        LEPT_FREE(row_pointers);
+        pixDestroy(&pix1);
+        png_destroy_write_struct(&png_ptr, &info_ptr);
+
+        memio_png_flush(&state);
+        *pfiledata = (l_uint8 *)state.m_Buffer;
+        state.m_Buffer = 0;
+        *pfilesize = state.m_Count;
+        memio_free(&state);
+        return 0;
+    }
+
+        /* For rgb, compose and write a row at a time */
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    if (d == 24) {  /* See note 7 above: special case of 24 bpp rgb */
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            png_write_rows(png_ptr, (png_bytepp)&ppixel, 1);
+        }
+    } else {  /* 32 bpp rgb and rgba.  Write out the alpha channel if either
+             * the pix has 4 spp or writing it is requested anyway */
+        rowbuffer = (png_bytep)LEPT_CALLOC(w, 4);
+        for (i = 0; i < h; i++) {
+            ppixel = data + i * wpl;
+            for (j = k = 0; j < w; j++) {
+                rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_RED);
+                rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_GREEN);
+                rowbuffer[k++] = GET_DATA_BYTE(ppixel, COLOR_BLUE);
+                if (spp == 4)
+                    rowbuffer[k++] = GET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL);
+                ppixel++;
+            }
+
+            png_write_rows(png_ptr, &rowbuffer, 1);
+        }
+        LEPT_FREE(rowbuffer);
+    }
+
+    png_write_end(png_ptr, info_ptr);
+
+    if (cmflag)
+        LEPT_FREE(palette);
+    png_destroy_write_struct(&png_ptr, &info_ptr);
+
+    memio_png_flush(&state);
+    *pfiledata = (l_uint8 *)state.m_Buffer;
+    state.m_Buffer = 0;
+    *pfilesize = state.m_Count;
+    memio_free(&state);
+    return 0;
+}
+
+/* --------------------------------------------*/
+#endif  /* HAVE_LIBPNG */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/pngiostub.c b/3rdparty/hgOCR/leptonica/pngiostub.c
new file mode 100644
index 00000000..314c63b9
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pngiostub.c
@@ -0,0 +1,143 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pngiostub.c
+ * 
+ *
+ *     Stubs for pngio.c functions
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !HAVE_LIBPNG   /* defined in environ.h */
+/* --------------------------------------------*/
+
+PIX * pixReadStreamPng(FILE *fp)
+{
+    return (PIX * )ERROR_PTR("function not present", "pixReadStreamPng", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderPng(const char *filename, l_int32 *pwidth, l_int32 *pheight,
+                   l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap)
+{
+    return ERROR_INT("function not present", "readHeaderPng", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok freadHeaderPng(FILE *fp, l_int32 *pwidth, l_int32 *pheight,
+                    l_int32 *pbps, l_int32 *pspp, l_int32 *piscmap)
+{
+    return ERROR_INT("function not present", "freadHeaderPng", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderMemPng(const l_uint8 *data, size_t size, l_int32 *pwidth,
+                      l_int32 *pheight, l_int32 *pbps, l_int32 *pspp,
+                      l_int32 *piscmap)
+{
+    return ERROR_INT("function not present", "readHeaderMemPng", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_int32 fgetPngResolution(FILE *fp, l_int32 *pxres, l_int32 *pyres)
+{
+    return ERROR_INT("function not present", "fgetPngResolution", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok isPngInterlaced(const char *filename, l_int32 *pinterlaced)
+{
+    return ERROR_INT("function not present", "isPngInterlaced", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok fgetPngColormapInfo(FILE *fp, PIXCMAP **pcmap, l_int32 *ptransparency)
+{
+    return ERROR_INT("function not present", "fgetPngColormapInfo", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWritePng(const char *filename, PIX *pix, l_float32 gamma)
+{
+    return ERROR_INT("function not present", "pixWritePng", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamPng(FILE *fp, PIX *pix, l_float32 gamma)
+{
+    return ERROR_INT("function not present", "pixWriteStreamPng", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixSetZlibCompression(PIX *pix, l_int32 compval)
+
+{
+    return ERROR_INT("function not present", "pixSetZlibCompression", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+void l_pngSetReadStrip16To8(l_int32 flag)
+{
+    L_ERROR("function not present\n", "l_pngSetReadStrip16To8");
+    return;
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIX * pixReadMemPng(const l_uint8 *filedata, size_t filesize)
+{
+    return (PIX * )ERROR_PTR("function not present", "pixReadMemPng", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemPng(l_uint8 **pfiledata, size_t *pfilesize, PIX *pix,
+                    l_float32 gamma)
+{
+    return ERROR_INT("function not present", "pixWriteMemPng", 1);
+}
+
+/* --------------------------------------------*/
+#endif  /* !HAVE_LIBPNG */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/pnmio.c b/3rdparty/hgOCR/leptonica/pnmio.c
new file mode 100644
index 00000000..8f64bb48
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pnmio.c
@@ -0,0 +1,1474 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pnmio.c
+ * 
+ *
+ *      Stream interface
+ *          PIX             *pixReadStreamPnm()
+ *          l_int32          readHeaderPnm()
+ *          l_int32          freadHeaderPnm()
+ *          l_int32          pixWriteStreamPnm()
+ *          l_int32          pixWriteStreamAsciiPnm()
+ *          l_int32          pixWriteStreamPam()
+ *
+ *      Read/write to memory
+ *          PIX             *pixReadMemPnm()
+ *          l_int32          readHeaderMemPnm()
+ *          l_int32          pixWriteMemPnm()
+ *          l_int32          pixWriteMemPam()
+ *
+ *      Local helpers
+ *          static l_int32   pnmReadNextAsciiValue();
+ *          static l_int32   pnmReadNextNumber();
+ *          static l_int32   pnmReadNextString();
+ *          static l_int32   pnmSkipCommentLines();
+ *
+ *      These are here by popular demand, with the help of Mattias
+ *      Kregert (mattias@kregert.se), who provided the first implementation.
+ *
+ *      The pnm formats are exceedingly simple, because they have
+ *      no compression and no colormaps.  They support images that
+ *      are 1 bpp; 2, 4, 8 and 16 bpp grayscale; and rgb.
+ *
+ *      The original pnm formats ("ASCII") are included for completeness,
+ *      but their use is deprecated for all but tiny iconic images.
+ *      They are extremely wasteful of memory; for example, the P1 binary
+ *      ASCII format is 16 times as big as the packed uncompressed
+ *      format, because 2 characters are used to represent every bit
+ *      (pixel) in the image.  Reading is slow because we check for extra
+ *      white space and EOL at every sample value.
+ *
+ *      The packed pnm formats ("raw") give file sizes similar to
+ *      bmp files, which are uncompressed packed.  However, bmp
+ *      are more flexible, because they can support colormaps.
+ *
+ *      We don't differentiate between the different types ("pbm",
+ *      "pgm", "ppm") at the interface level, because this is really a
+ *      "distinction without a difference."  You read a file, you get
+ *      the appropriate Pix.  You write a file from a Pix, you get the
+ *      appropriate type of file.  If there is a colormap on the Pix,
+ *      and the Pix is more than 1 bpp, you get either an 8 bpp pgm
+ *      or a 24 bpp RGB pnm, depending on whether the colormap colors
+ *      are gray or rgb, respectively.
+ *
+ *      This follows the general policy that the I/O routines don't
+ *      make decisions about the content of the image -- you do that
+ *      with image processing before you write it out to file.
+ *      The I/O routines just try to make the closest connection
+ *      possible between the file and the Pix in memory.
+ *
+ *      On systems like windows without fmemopen() and open_memstream(),
+ *      we write data to a temp file and read it back for operations
+ *      between pix and compressed-data, such as pixReadMemPnm() and
+ *      pixWriteMemPnm().
+ *
+ *      The P7 format is new. It introduced a header with multiple
+ *      lines containing distinct tags for the various fields.
+ *      See: http://netpbm.sourceforge.net/doc/pam.html
+ *
+ *        WIDTH          ; mandatory, exactly once
+ *        HEIGHT         ; mandatory, exactly once
+ *        DEPTH          ; mandatory, exactly once,
+ *                            ; its meaning is equivalent to spp
+ *        MAXVAL         ; mandatory, one of 1, 3, 15, 255 or 65535
+ *        TUPLTYPE    ; optional; BLACKANDWHITE, GRAYSCALE, RGB
+ *                            ; and optional suffix _ALPHA, e.g. RGB_ALPHA
+ *        ENDHDR              ; mandatory, last header line
+ *
+ *      Reading BLACKANDWHITE_ALPHA and GRAYSCALE_ALPHA, which have a DEPTH
+ *      value of 2, is supported. The original image is converted to a Pix
+ *      with 32-bpp and alpha channel (spp == 4).
+ *
+ *      Writing P7 format is currently selected for 32-bpp with alpha
+ *      channel, i.e. for Pix which have spp == 4, using pixWriteStreamPam().
+ *      Jürgen Buchmüller provided the implementation for the P7 (pam) format.
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include 
+#include 
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  USE_PNMIO   /* defined in environ.h */
+/* --------------------------------------------*/
+
+static l_int32 pnmReadNextAsciiValue(FILE  *fp, l_int32 *pval);
+static l_int32 pnmReadNextNumber(FILE *fp, l_int32 *pval);
+static l_int32 pnmReadNextString(FILE *fp, char *buff, l_int32 size);
+static l_int32 pnmSkipCommentLines(FILE  *fp);
+
+    /* a sanity check on the size read from file */
+static const l_int32  MAX_PNM_WIDTH = 100000;
+static const l_int32  MAX_PNM_HEIGHT = 100000;
+
+
+/*--------------------------------------------------------------------*
+ *                          Stream interface                          *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadStreamPnm()
+ *
+ * \param[in]    fp   file stream opened for read
+ * \return  pix, or NULL on error
+ */
+PIX *
+pixReadStreamPnm(FILE  *fp)
+{
+l_uint8    val8, rval8, gval8, bval8, aval8, mask8;
+l_uint16   val16, rval16, gval16, bval16, aval16;
+l_int32    w, h, d, bps, spp, bpl, wpl, i, j, type;
+l_int32    val, rval, gval, bval;
+l_uint32   rgbval;
+l_uint32  *line, *data;
+PIX       *pix;
+
+    PROCNAME("pixReadStreamPnm");
+
+    if (!fp)
+        return (PIX *)ERROR_PTR("fp not defined", procName, NULL);
+
+    if (freadHeaderPnm(fp, &w, &h, &d, &type, &bps, &spp))
+        return (PIX *)ERROR_PTR( "header read failed", procName, NULL);
+    if (bps < 1 || bps > 16)
+        return (PIX *)ERROR_PTR( "invalid bps", procName, NULL);
+    if (spp < 1 || spp > 4)
+        return (PIX *)ERROR_PTR( "invalid spp", procName, NULL);
+    if ((pix = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR( "pix not made", procName, NULL);
+    pixSetInputFormat(pix, IFF_PNM);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+
+        /* If type == 6 and bps == 16, we use the code in type 7
+         * to read 6 bytes/pixel from the input file. */
+    if (type == 6 && bps == 16)
+        type = 7;
+
+    switch (type) {
+    case 1:
+    case 2:
+        /* Old "ASCII" binary or gray format */
+        for (i = 0; i < h; i++) {
+            for (j = 0; j < w; j++) {
+                if (pnmReadNextAsciiValue(fp, &val))
+                    return (PIX *)ERROR_PTR( "read abend", procName, pix);
+                pixSetPixel(pix, j, i, val);
+            }
+        }
+        break;
+
+    case 3:
+        /* Old "ASCII" rgb format */
+        for (i = 0; i < h; i++) {
+            for (j = 0; j < w; j++) {
+                if (pnmReadNextAsciiValue(fp, &rval))
+                    return (PIX *)ERROR_PTR("read abend", procName, pix);
+                if (pnmReadNextAsciiValue(fp, &gval))
+                    return (PIX *)ERROR_PTR("read abend", procName, pix);
+                if (pnmReadNextAsciiValue(fp, &bval))
+                    return (PIX *)ERROR_PTR("read abend", procName, pix);
+                composeRGBPixel(rval, gval, bval, &rgbval);
+                pixSetPixel(pix, j, i, rgbval);
+            }
+        }
+        break;
+
+    case 4:
+        /* "raw" format for 1 bpp */
+        bpl = (d * w + 7) / 8;
+        for (i = 0; i < h; i++) {
+            line = data + i * wpl;
+            for (j = 0; j < bpl; j++) {
+                if (fread(&val8, 1, 1, fp) != 1)
+                    return (PIX *)ERROR_PTR("read error in 4", procName, pix);
+                SET_DATA_BYTE(line, j, val8);
+            }
+        }
+        break;
+
+    case 5:
+        /* "raw" format for grayscale */
+        for (i = 0; i < h; i++) {
+            line = data + i * wpl;
+            if (d != 16) {
+                for (j = 0; j < w; j++) {
+                    if (fread(&val8, 1, 1, fp) != 1)
+                        return (PIX *)ERROR_PTR("error in 5", procName, pix);
+                    if (d == 2)
+                        SET_DATA_DIBIT(line, j, val8);
+                    else if (d == 4)
+                        SET_DATA_QBIT(line, j, val8);
+                    else  /* d == 8 */
+                        SET_DATA_BYTE(line, j, val8);
+                }
+            } else {  /* d == 16 */
+                for (j = 0; j < w; j++) {
+                    if (fread(&val16, 2, 1, fp) != 1)
+                        return (PIX *)ERROR_PTR("16 bpp error", procName, pix);
+                    SET_DATA_TWO_BYTES(line, j, val16);
+                }
+            }
+        }
+        break;
+
+    case 6:
+        /* "raw" format, type == 6; 8 bps, rgb */
+        for (i = 0; i < h; i++) {
+            line = data + i * wpl;
+            for (j = 0; j < wpl; j++) {
+                if (fread(&rval8, 1, 1, fp) != 1)
+                    return (PIX *)ERROR_PTR("read error type 6",
+                                            procName, pix);
+                if (fread(&gval8, 1, 1, fp) != 1)
+                    return (PIX *)ERROR_PTR("read error type 6",
+                                            procName, pix);
+                if (fread(&bval8, 1, 1, fp) != 1)
+                    return (PIX *)ERROR_PTR("read error type 6",
+                                            procName, pix);
+                composeRGBPixel(rval8, gval8, bval8, &rgbval);
+                line[j] = rgbval;
+            }
+        }
+        break;
+
+    case 7:
+        /* "arbitrary" format; type == 7; */
+        if (bps != 16) {
+            mask8 = (1 << bps) - 1;
+            switch (spp) {
+            case 1: /* 1, 2, 4, 8 bpp grayscale */
+                for (i = 0; i < h; i++) {
+                    for (j = 0; j < w; j++) {
+                        if (fread(&val8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        val8 = val8 & mask8;
+                        if (bps == 1) val8 ^= 1;  /* white-is-1 photometry */
+                        pixSetPixel(pix, j, i, val8);
+                    }
+                }
+                break;
+
+            case 2: /* 1, 2, 4, 8 bpp grayscale + alpha */
+                for (i = 0; i < h; i++) {
+                    for (j = 0; j < w; j++) {
+                        if (fread(&val8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&aval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        val8 = val8 & mask8;
+                        aval8 = aval8 & mask8;
+                        composeRGBAPixel(val8, val8, val8, aval8, &rgbval);
+                        pixSetPixel(pix, j, i, rgbval);
+                    }
+                }
+                pixSetSpp(pix, 4);
+                break;
+
+            case 3: /* rgb */
+                for (i = 0; i < h; i++) {
+                    line = data + i * wpl;
+                    for (j = 0; j < wpl; j++) {
+                        if (fread(&rval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&gval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&bval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        rval8 = rval8 & mask8;
+                        gval8 = gval8 & mask8;
+                        bval8 = bval8 & mask8;
+                        composeRGBPixel(rval8, gval8, bval8, &rgbval);
+                        line[j] = rgbval;
+                    }
+                }
+                break;
+
+            case 4: /* rgba */
+                for (i = 0; i < h; i++) {
+                    line = data + i * wpl;
+                    for (j = 0; j < wpl; j++) {
+                        if (fread(&rval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&gval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&bval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&aval8, 1, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        rval8 = rval8 & mask8;
+                        gval8 = gval8 & mask8;
+                        bval8 = bval8 & mask8;
+                        aval8 = aval8 & mask8;
+                        composeRGBAPixel(rval8, gval8, bval8, aval8, &rgbval);
+                        line[j] = rgbval;
+                    }
+                }
+                pixSetSpp(pix, 4);
+                break;
+            }
+        } else {  /* bps == 16 */
+                /* I have only seen one example that is type 6, 16 bps.
+                 * It was 3 spp (rgb), and the 8 bps of real data was stored
+                 * in the second byte.  In the following, I make the wild
+                 * assumption that for all 16 bpp pnm/pam files, we can
+                 * take the second byte. */
+            switch (spp) {
+            case 1: /* 16 bps grayscale */
+                for (i = 0; i < h; i++) {
+                    for (j = 0; j < w; j++) {
+                        if (fread(&val16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        val8 = val16 & 0xff;
+                        pixSetPixel(pix, j, i, val8);
+                    }
+                }
+                break;
+
+            case 2: /* 16 bps grayscale + alpha */
+                for (i = 0; i < h; i++) {
+                    for (j = 0; j < w; j++) {
+                        if (fread(&val16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&aval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        val8 = val16 & 0xff;
+                        aval8 = aval16 & 0xff;
+                        composeRGBAPixel(val8, val8, val8, aval8, &rgbval);
+                        pixSetPixel(pix, j, i, rgbval);
+                    }
+                }
+                pixSetSpp(pix, 4);
+                break;
+
+            case 3: /* 16bps rgb */
+                for (i = 0; i < h; i++) {
+                    line = data + i * wpl;
+                    for (j = 0; j < wpl; j++) {
+                        if (fread(&rval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&gval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&bval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        rval8 = rval16 & 0xff;
+                        gval8 = gval16 & 0xff;
+                        bval8 = bval16 & 0xff;
+                        composeRGBPixel(rval8, gval8, bval8, &rgbval);
+                        line[j] = rgbval;
+                    }
+                }
+                break;
+
+            case 4: /* 16bps rgba */
+                for (i = 0; i < h; i++) {
+                    line = data + i * wpl;
+                    for (j = 0; j < wpl; j++) {
+                        if (fread(&rval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&gval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&bval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        if (fread(&aval16, 2, 1, fp) != 1)
+                            return (PIX *)ERROR_PTR("read error type 7",
+                                                    procName, pix);
+                        rval8 = rval16 & 0xff;
+                        gval8 = gval16 & 0xff;
+                        bval8 = bval16 & 0xff;
+                        aval8 = aval16 & 0xff;
+                        composeRGBAPixel(rval8, gval8, bval8, aval8, &rgbval);
+                        line[j] = rgbval;
+                    }
+                }
+                pixSetSpp(pix, 4);
+                break;
+            }
+        }
+        break;
+    }
+    return pix;
+}
+
+
+/*!
+ * \brief   readHeaderPnm()
+ *
+ * \param[in]    filename
+ * \param[out]   pw       [optional]
+ * \param[out]   ph       [optional]
+ * \param[out]   pd       [optional]
+ * \param[out]   ptype    [optional] pnm type
+ * \param[out]   pbps     [optional] bits/sample
+ * \param[out]   pspp     [optional] samples/pixel
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+readHeaderPnm(const char *filename,
+              l_int32    *pw,
+              l_int32    *ph,
+              l_int32    *pd,
+              l_int32    *ptype,
+              l_int32    *pbps,
+              l_int32    *pspp)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("readHeaderPnm");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pd) *pd = 0;
+    if (ptype) *ptype = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("image file not found", procName, 1);
+    ret = freadHeaderPnm(fp, pw, ph, pd, ptype, pbps, pspp);
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   freadHeaderPnm()
+ *
+ * \param[in]    fp     file stream opened for read
+ * \param[out]   pw     [optional]
+ * \param[out]   ph     [optional]
+ * \param[out]   pd     [optional]
+ * \param[out]   ptype  [optional] pnm type
+ * \param[out]   pbps   [optional]  bits/sample
+ * \param[out]   pspp   [optional]  samples/pixel
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+freadHeaderPnm(FILE     *fp,
+               l_int32  *pw,
+               l_int32  *ph,
+               l_int32  *pd,
+               l_int32  *ptype,
+               l_int32  *pbps,
+               l_int32  *pspp)
+{
+char     tag[16], tupltype[32];
+l_int32  i, w, h, d, bps, spp, type;
+l_int32  maxval;
+l_int32  ch;
+
+    PROCNAME("freadHeaderPnm");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pd) *pd = 0;
+    if (ptype) *ptype = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (!fp)
+        return ERROR_INT("fp not defined", procName, 1);
+
+    if (fscanf(fp, "P%d\n", &type) != 1)
+        return ERROR_INT("invalid read for type", procName, 1);
+    if (type < 1 || type > 7)
+        return ERROR_INT("invalid pnm file", procName, 1);
+
+    if (pnmSkipCommentLines(fp))
+        return ERROR_INT("no data in file", procName, 1);
+
+    if (type == 7) {
+        w = h = d = bps = spp = maxval = 0;
+        for (i = 0; i < 10; i++) {   /* limit to 10 lines of this header */
+            if (pnmReadNextString(fp, tag, sizeof(tag)))
+                return ERROR_INT("found no next tag", procName, 1);
+            if (!strcmp(tag, "WIDTH")) {
+                if (pnmReadNextNumber(fp, &w))
+                    return ERROR_INT("failed reading width", procName, 1);
+                continue;
+            }
+            if (!strcmp(tag, "HEIGHT")) {
+                if (pnmReadNextNumber(fp, &h))
+                    return ERROR_INT("failed reading height", procName, 1);
+                continue;
+            }
+            if (!strcmp(tag, "DEPTH")) {
+                if (pnmReadNextNumber(fp, &spp))
+                    return ERROR_INT("failed reading depth", procName, 1);
+                continue;
+            }
+            if (!strcmp(tag, "MAXVAL")) {
+                if (pnmReadNextNumber(fp, &maxval))
+                    return ERROR_INT("failed reading maxval", procName, 1);
+                continue;
+            }
+            if (!strcmp(tag, "TUPLTYPE")) {
+                if (pnmReadNextString(fp, tupltype, sizeof(tupltype)))
+                    return ERROR_INT("failed reading tuple type", procName, 1);
+                continue;
+            }
+            if (!strcmp(tag, "ENDHDR")) {
+                if ('\n' != (ch = fgetc(fp)))
+                    return ERROR_INT("missing LF after ENDHDR", procName, 1);
+                break;
+            }
+        }
+        if (w <= 0 || h <= 0 || w > MAX_PNM_WIDTH || h > MAX_PNM_HEIGHT) {
+            L_INFO("invalid size: w = %d, h = %d\n", procName, w, h);
+            return 1;
+        }
+        if (maxval == 1) {
+            d = bps = 1;
+        } else if (maxval == 3) {
+            d = bps = 2;
+        } else if (maxval == 15) {
+            d = bps = 4;
+        } else if (maxval == 255) {
+            d = bps = 8;
+        } else if (maxval == 0xffff) {
+            d = bps = 16;
+        } else {
+            L_INFO("invalid maxval = %d\n", procName, maxval);
+            return 1;
+        }
+        switch (spp) {
+        case 1:
+            /* d and bps are already set */
+            break;
+        case 2:
+        case 3:
+        case 4:
+            /* create a 32 bpp Pix */
+            d = 32;
+            break;
+        default:
+            L_INFO("invalid depth = %d\n", procName, spp);
+            return 1;
+        }
+    } else {
+
+        if (fscanf(fp, "%d %d\n", &w, &h) != 2)
+            return ERROR_INT("invalid read for w,h", procName, 1);
+        if (w <= 0 || h <= 0 || w > MAX_PNM_WIDTH || h > MAX_PNM_HEIGHT) {
+            L_INFO("invalid size: w = %d, h = %d\n", procName, w, h);
+            return 1;
+        }
+
+       /* Get depth of pix.  For types 2 and 5, we use the maxval.
+        * Important implementation note:
+        *   - You can't use fscanf(), which throws away whitespace,
+        *     and will discard binary data if it starts with whitespace(s).
+        *   - You can't use fgets(), which stops at newlines, but this
+        *     dumb format doesn't require a newline after the maxval
+        *     number -- it just requires one whitespace character.
+        *   - Which leaves repeated calls to fgetc, including swallowing
+        *     the single whitespace character. */
+        if (type == 1 || type == 4) {
+            d = 1;
+            spp = 1;
+            bps = 1;
+        } else if (type == 2 || type == 5) {
+            if (pnmReadNextNumber(fp, &maxval))
+                return ERROR_INT("invalid read for maxval (2,5)", procName, 1);
+            if (maxval == 3) {
+                d = 2;
+            } else if (maxval == 15) {
+                d = 4;
+            } else if (maxval == 255) {
+                d = 8;
+            } else if (maxval == 0xffff) {
+                d = 16;
+            } else {
+                fprintf(stderr, "maxval = %d\n", maxval);
+                return ERROR_INT("invalid maxval", procName, 1);
+            }
+            bps = d;
+            spp = 1;
+        } else {  /* type == 3 || type == 6; this is rgb  */
+            if (pnmReadNextNumber(fp, &maxval))
+                return ERROR_INT("invalid read for maxval (3,6)", procName, 1);
+            if (maxval != 255 && maxval != 0xffff) {
+                L_ERROR("unexpected maxval = %d\n", procName, maxval);
+                return 1;
+            }
+            bps = (maxval == 255) ? 8 : 16;
+            d = 32;
+            spp = 3;
+        }
+    }
+    if (pw) *pw = w;
+    if (ph) *ph = h;
+    if (pd) *pd = d;
+    if (ptype) *ptype = type;
+    if (pbps) *pbps = bps;
+    if (pspp) *pspp = spp;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteStreamPnm()
+ *
+ * \param[in]   fp    file stream opened for write
+ * \param[in]   pix
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This writes "raw" packed format only:
+ *          1 bpp --> pbm (P4)
+ *          2, 4, 8, 16 bpp, no colormap or grayscale colormap --> pgm (P5)
+ *          2, 4, 8 bpp with color-valued colormap, or rgb --> rgb ppm (P6)
+ *      (2) 24 bpp rgb are not supported in leptonica, but this will
+ *          write them out as a packed array of bytes (3 to a pixel).
+ * 

+ */
+l_ok
+pixWriteStreamPnm(FILE  *fp,
+                  PIX   *pix)
+{
+l_uint8    val8;
+l_uint8    pel[4];
+l_uint16   val16;
+l_int32    h, w, d, ds, i, j, wpls, bpl, filebpl, writeerror, maxval;
+l_uint32  *pword, *datas, *lines;
+PIX       *pixs;
+
+    PROCNAME("pixWriteStreamPnm");
+
+    if (!fp)
+        return ERROR_INT("fp not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 24 && d != 32)
+        return ERROR_INT("d not in {1,2,4,8,16,24,32}", procName, 1);
+    if (d == 32 && pixGetSpp(pix) == 4)
+        return pixWriteStreamPam(fp, pix);
+
+        /* If a colormap exists, remove and convert to grayscale or rgb */
+    if (pixGetColormap(pix) != NULL)
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pixs = pixClone(pix);
+    ds =  pixGetDepth(pixs);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+    writeerror = 0;
+
+    if (ds == 1) {  /* binary */
+        fprintf(fp, "P4\n# Raw PBM file written by leptonica "
+                    "(www.leptonica.com)\n%d %d\n", w, h);
+
+        bpl = (w + 7) / 8;
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < bpl; j++) {
+                val8 = GET_DATA_BYTE(lines, j);
+                fwrite(&val8, 1, 1, fp);
+            }
+        }
+    } else if (ds == 2 || ds == 4 || ds == 8 || ds == 16) {  /* grayscale */
+        maxval = (1 << ds) - 1;
+        fprintf(fp, "P5\n# Raw PGM file written by leptonica "
+                    "(www.leptonica.com)\n%d %d\n%d\n", w, h, maxval);
+
+        if (ds != 16) {
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                for (j = 0; j < w; j++) {
+                    if (ds == 2)
+                        val8 = GET_DATA_DIBIT(lines, j);
+                    else if (ds == 4)
+                        val8 = GET_DATA_QBIT(lines, j);
+                    else  /* ds == 8 */
+                        val8 = GET_DATA_BYTE(lines, j);
+                    fwrite(&val8, 1, 1, fp);
+                }
+            }
+        } else {  /* ds == 16 */
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                for (j = 0; j < w; j++) {
+                    val16 = GET_DATA_TWO_BYTES(lines, j);
+                    fwrite(&val16, 2, 1, fp);
+                }
+            }
+        }
+    } else {  /* rgb color */
+        fprintf(fp, "P6\n# Raw PPM file written by leptonica "
+                    "(www.leptonica.com)\n%d %d\n255\n", w, h);
+
+        if (d == 24) {   /* packed, 3 bytes to a pixel */
+            filebpl = 3 * w;
+            for (i = 0; i < h; i++) {  /* write out each raster line */
+                lines = datas + i * wpls;
+                if (fwrite(lines, 1, filebpl, fp) != filebpl)
+                    writeerror = 1;
+            }
+        } else {  /* 32 bpp rgb */
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                for (j = 0; j < wpls; j++) {
+                    pword = lines + j;
+                    pel[0] = GET_DATA_BYTE(pword, COLOR_RED);
+                    pel[1] = GET_DATA_BYTE(pword, COLOR_GREEN);
+                    pel[2] = GET_DATA_BYTE(pword, COLOR_BLUE);
+                    if (fwrite(pel, 1, 3, fp) != 3)
+                        writeerror = 1;
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pixs);
+    if (writeerror)
+        return ERROR_INT("image write fail", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteStreamAsciiPnm()
+ *
+ * \param[in]   fp    file stream opened for write
+ * \param[in]   pix
+ * \return  0 if OK; 1 on error
+ *
+ *  Writes "ASCII" format only:
+ *      1 bpp --> pbm P1
+ *      2, 4, 8, 16 bpp, no colormap or grayscale colormap --> pgm P2
+ *      2, 4, 8 bpp with color-valued colormap, or rgb --> rgb ppm P3
+ */
+l_ok
+pixWriteStreamAsciiPnm(FILE  *fp,
+                       PIX   *pix)
+{
+char       buffer[256];
+l_uint8    cval[3];
+l_int32    h, w, d, ds, i, j, k, maxval, count;
+l_uint32   val;
+PIX       *pixs;
+
+    PROCNAME("pixWriteStreamAsciiPnm");
+
+    if (!fp)
+        return ERROR_INT("fp not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return ERROR_INT("d not in {1,2,4,8,16,32}", procName, 1);
+
+        /* If a colormap exists, remove and convert to grayscale or rgb */
+    if (pixGetColormap(pix) != NULL)
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pixs = pixClone(pix);
+    ds =  pixGetDepth(pixs);
+
+    if (ds == 1) {  /* binary */
+        fprintf(fp, "P1\n# Ascii PBM file written by leptonica "
+                    "(www.leptonica.com)\n%d %d\n", w, h);
+
+        count = 0;
+        for (i = 0; i < h; i++) {
+            for (j = 0; j < w; j++) {
+                pixGetPixel(pixs, j, i, &val);
+                if (val == 0)
+                    fputc('0', fp);
+                else  /* val == 1 */
+                    fputc('1', fp);
+                fputc(' ', fp);
+                count += 2;
+                if (count >= 70) {
+                    fputc('\n', fp);
+                    count = 0;
+                }
+            }
+        }
+    } else if (ds == 2 || ds == 4 || ds == 8 || ds == 16) {  /* grayscale */
+        maxval = (1 << ds) - 1;
+        fprintf(fp, "P2\n# Ascii PGM file written by leptonica "
+                    "(www.leptonica.com)\n%d %d\n%d\n", w, h, maxval);
+
+        count = 0;
+        for (i = 0; i < h; i++) {
+            for (j = 0; j < w; j++) {
+                pixGetPixel(pixs, j, i, &val);
+                if (ds == 2) {
+                    snprintf(buffer, sizeof(buffer), "%1d ", val);
+                    fwrite(buffer, 1, 2, fp);
+                    count += 2;
+                } else if (ds == 4) {
+                    snprintf(buffer, sizeof(buffer), "%2d ", val);
+                    fwrite(buffer, 1, 3, fp);
+                    count += 3;
+                } else if (ds == 8) {
+                    snprintf(buffer, sizeof(buffer), "%3d ", val);
+                    fwrite(buffer, 1, 4, fp);
+                    count += 4;
+                } else {  /* ds == 16 */
+                    snprintf(buffer, sizeof(buffer), "%5d ", val);
+                    fwrite(buffer, 1, 6, fp);
+                    count += 6;
+                }
+                if (count >= 60) {
+                    fputc('\n', fp);
+                    count = 0;
+                }
+            }
+        }
+    } else {  /* rgb color */
+        fprintf(fp, "P3\n# Ascii PPM file written by leptonica "
+                    "(www.leptonica.com)\n%d %d\n255\n", w, h);
+        count = 0;
+        for (i = 0; i < h; i++) {
+            for (j = 0; j < w; j++) {
+                pixGetPixel(pixs, j, i, &val);
+                cval[0] = GET_DATA_BYTE(&val, COLOR_RED);
+                cval[1] = GET_DATA_BYTE(&val, COLOR_GREEN);
+                cval[2] = GET_DATA_BYTE(&val, COLOR_BLUE);
+                for (k = 0; k < 3; k++) {
+                    snprintf(buffer, sizeof(buffer), "%3d ", cval[k]);
+                    fwrite(buffer, 1, 4, fp);
+                    count += 4;
+                    if (count >= 60) {
+                        fputc('\n', fp);
+                        count = 0;
+                    }
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pixs);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteStreamPam()
+ *
+ * \param[in]   fp    file stream opened for write
+ * \param[in]   pix
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This writes arbitrary PAM (P7) packed format.
+ *      (2) 24 bpp rgb are not supported in leptonica, but this will
+ *          write them out as a packed array of bytes (3 to a pixel).
+ * 

+ */
+l_ok
+pixWriteStreamPam(FILE  *fp,
+                  PIX   *pix)
+{
+l_uint8    val8;
+l_uint8    pel[8];
+l_uint16   val16;
+l_int32    h, w, d, ds, i, j;
+l_int32    wpls, spps, filebpl, writeerror, maxval;
+l_uint32  *pword, *datas, *lines;
+PIX       *pixs;
+
+    PROCNAME("pixWriteStreamPam");
+
+    if (!fp)
+        return ERROR_INT("fp not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 24 && d != 32)
+        return ERROR_INT("d not in {1,2,4,8,16,24,32}", procName, 1);
+
+        /* If a colormap exists, remove and convert to grayscale or rgb */
+    if (pixGetColormap(pix) != NULL)
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pixs = pixClone(pix);
+    ds = pixGetDepth(pixs);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    spps = pixGetSpp(pixs);
+    if (ds < 24)
+        maxval = (1 << ds) - 1;
+    else
+        maxval = 255;
+
+    writeerror = 0;
+    fprintf(fp, "P7\n# Arbitrary PAM file written by leptonica "
+                "(www.leptonica.com)\n");
+    fprintf(fp, "WIDTH %d\n", w);
+    fprintf(fp, "HEIGHT %d\n", h);
+    fprintf(fp, "DEPTH %d\n", spps);
+    fprintf(fp, "MAXVAL %d\n", maxval);
+    if (spps == 1 && ds == 1)
+        fprintf(fp, "TUPLTYPE BLACKANDWHITE\n");
+    else if (spps == 1)
+        fprintf(fp, "TUPLTYPE GRAYSCALE\n");
+    else if (spps == 3)
+        fprintf(fp, "TUPLTYPE RGB\n");
+    else if (spps == 4)
+        fprintf(fp, "TUPLTYPE RGB_ALPHA\n");
+    fprintf(fp, "ENDHDR\n");
+
+    switch (d) {
+    case 1:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++) {
+                val8 = GET_DATA_BIT(lines, j);
+                val8 ^= 1;  /* pam apparently uses white-is-1 photometry */
+                if (fwrite(&val8, 1, 1, fp) != 1)
+                    writeerror = 1;
+            }
+        }
+        break;
+
+    case 2:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++) {
+                val8 = GET_DATA_DIBIT(lines, j);
+                if (fwrite(&val8, 1, 1, fp) != 1)
+                    writeerror = 1;
+            }
+        }
+        break;
+
+    case 4:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++) {
+                val8 = GET_DATA_QBIT(lines, j);
+                if (fwrite(&val8, 1, 1, fp) != 1)
+                    writeerror = 1;
+            }
+        }
+        break;
+
+    case 8:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++) {
+                val8 = GET_DATA_BYTE(lines, j);
+                if (fwrite(&val8, 1, 1, fp) != 1)
+                    writeerror = 1;
+            }
+        }
+        break;
+
+    case 16:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            for (j = 0; j < w; j++) {
+                val16 = GET_DATA_TWO_BYTES(lines, j);
+                if (fwrite(&val16, 2, 1, fp) != 1)
+                    writeerror = 1;
+            }
+        }
+        break;
+
+    case 24:
+        filebpl = 3 * w;
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            if (fwrite(lines, 1, filebpl, fp) != filebpl)
+                writeerror = 1;
+        }
+        break;
+
+    case 32:
+        switch (spps) {
+        case 3:
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                for (j = 0; j < wpls; j++) {
+                    pword = lines + j;
+                    pel[0] = GET_DATA_BYTE(pword, COLOR_RED);
+                    pel[1] = GET_DATA_BYTE(pword, COLOR_GREEN);
+                    pel[2] = GET_DATA_BYTE(pword, COLOR_BLUE);
+                    if (fwrite(pel, 1, 3, fp) != 3)
+                        writeerror = 1;
+                }
+            }
+            break;
+        case 4:
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                for (j = 0; j < wpls; j++) {
+                    pword = lines + j;
+                    pel[0] = GET_DATA_BYTE(pword, COLOR_RED);
+                    pel[1] = GET_DATA_BYTE(pword, COLOR_GREEN);
+                    pel[2] = GET_DATA_BYTE(pword, COLOR_BLUE);
+                    pel[3] = GET_DATA_BYTE(pword, L_ALPHA_CHANNEL);
+                    if (fwrite(pel, 1, 4, fp) != 4)
+                        writeerror = 1;
+                }
+            }
+            break;
+        }
+        break;
+    }
+
+    pixDestroy(&pixs);
+    if (writeerror)
+        return ERROR_INT("image write fail", procName, 1);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Read/write to memory                        *
+ *---------------------------------------------------------------------*/
+
+/*!
+ * \brief   pixReadMemPnm()
+ *
+ * \param[in]   data   const; pnm-encoded
+ * \param[in]   size   of data
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The %size byte of %data must be a null character.
+ * 

+ */
+PIX *
+pixReadMemPnm(const l_uint8  *data,
+              size_t          size)
+{
+FILE  *fp;
+PIX   *pix;
+
+    PROCNAME("pixReadMemPnm");
+
+    if (!data)
+        return (PIX *)ERROR_PTR("data not defined", procName, NULL);
+    if ((fp = fopenReadFromMemory(data, size)) == NULL)
+        return (PIX *)ERROR_PTR("stream not opened", procName, NULL);
+    pix = pixReadStreamPnm(fp);
+    fclose(fp);
+    if (!pix) L_ERROR("pix not read\n", procName);
+    return pix;
+}
+
+
+/*!
+ * \brief   readHeaderMemPnm()
+ *
+ * \param[in]    data    const; pnm-encoded
+ * \param[in]    size    of data
+ * \param[out]   pw      [optional]
+ * \param[out]   ph      [optional]
+ * \param[out]   pd      [optional]
+ * \param[out]   ptype   [optional] pnm type
+ * \param[out]   pbps    [optional] bits/sample
+ * \param[out]   pspp    [optional] samples/pixel
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+readHeaderMemPnm(const l_uint8  *data,
+                 size_t          size,
+                 l_int32        *pw,
+                 l_int32        *ph,
+                 l_int32        *pd,
+                 l_int32        *ptype,
+                 l_int32        *pbps,
+                 l_int32        *pspp)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("readHeaderMemPnm");
+
+    if (!data)
+        return ERROR_INT("data not defined", procName, 1);
+
+    if ((fp = fopenReadFromMemory(data, size)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = freadHeaderPnm(fp, pw, ph, pd, ptype, pbps, pspp);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("header data read failed", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteMemPnm()
+ *
+ * \param[out]   pdata   data of PNM image
+ * \param[out]   psize   size of returned data
+ * \param[in]    pix
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteStreamPnm() for usage.  This version writes to
+ *          memory instead of to a file stream.
+ * 

+ */
+l_ok
+pixWriteMemPnm(l_uint8  **pdata,
+               size_t    *psize,
+               PIX       *pix)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("pixWriteMemPnm");
+
+    if (pdata) *pdata = NULL;
+    if (psize) *psize = 0;
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1 );
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1 );
+    if (!pix)
+        return ERROR_INT("&pix not defined", procName, 1 );
+
+#if HAVE_FMEMOPEN
+    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = pixWriteStreamPnm(fp, pix);
+#else
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #endif  /* _WIN32 */
+    ret = pixWriteStreamPnm(fp, pix);
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixWriteMemPam()
+ *
+ * \param[out]   pdata   data of PAM image
+ * \param[out]   psize   size of returned data
+ * \param[in]    pix
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteStreamPnm() for usage.  This version writes to
+ *          memory instead of to a file stream.
+ * 

+ */
+l_ok
+pixWriteMemPam(l_uint8  **pdata,
+               size_t    *psize,
+               PIX       *pix)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("pixWriteMemPam");
+
+    if (pdata) *pdata = NULL;
+    if (psize) *psize = 0;
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1 );
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1 );
+    if (!pix)
+        return ERROR_INT("&pix not defined", procName, 1 );
+
+#if HAVE_FMEMOPEN
+    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = pixWriteStreamPam(fp, pix);
+#else
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #endif  /* _WIN32 */
+    ret = pixWriteStreamPam(fp, pix);
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+    fclose(fp);
+    return ret;
+}
+
+
+
+/*--------------------------------------------------------------------*
+ *                          Static helpers                            *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pnmReadNextAsciiValue()
+ *
+ *      Return: 0 if OK, 1 on error or EOF.
+ *
+ *  Notes:
+ *      (1) This reads the next sample value in ASCII from the file.
+ */
+static l_int32
+pnmReadNextAsciiValue(FILE     *fp,
+                      l_int32  *pval)
+{
+l_int32   c, ignore;
+
+    PROCNAME("pnmReadNextAsciiValue");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0;
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 1);
+    do {  /* skip whitespace */
+        if ((c = fgetc(fp)) == EOF)
+            return 1;
+    } while (c == ' ' || c == '\t' || c == '\n' || c == '\r');
+
+    fseek(fp, -1L, SEEK_CUR);        /* back up one byte */
+    ignore = fscanf(fp, "%d", pval);
+    return 0;
+}
+
+
+/*!
+ * \brief   pnmReadNextNumber()
+ *
+ * \param[in]    fp    file stream
+ * \param[out]   pval  value as an integer
+ * \return  0 if OK, 1 on error or EOF.
+ *
+ * 
+ * Notes:
+ *      (1) This reads the next set of numeric chars, returning
+ *          the value and swallowing the trailing whitespace character.
+ *          This is needed to read the maxval in the header, which
+ *          precedes the binary data.
+ * 

+ */
+static l_int32
+pnmReadNextNumber(FILE     *fp,
+                  l_int32  *pval)
+{
+char      buf[8];
+l_int32   i, c, foundws;
+
+    PROCNAME("pnmReadNextNumber");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0;
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 1);
+
+        /* The ASCII characters for the number are followed by exactly
+         * one whitespace character. */
+    foundws = FALSE;
+    for (i = 0; i < 8; i++)
+        buf[i] = '\0';
+    for (i = 0; i < 8; i++) {
+        if ((c = fgetc(fp)) == EOF)
+            return ERROR_INT("end of file reached", procName, 1);
+        if (c == ' ' || c == '\t' || c == '\n' || c == '\r') {
+            foundws = TRUE;
+            buf[i] = '\n';
+            break;
+        }
+        if (!isdigit(c))
+            return ERROR_INT("char read is not a digit", procName, 1);
+        buf[i] = c;
+    }
+    if (!foundws)
+        return ERROR_INT("no whitespace found", procName, 1);
+    if (sscanf(buf, "%d", pval) != 1)
+        return ERROR_INT("invalid read", procName, 1);
+    return 0;
+}
+
+/*!
+ * \brief   pnmReadNextString()
+ *
+ * \param[in]    fp    file stream
+ * \param[out]   buff  pointer to the string buffer
+ * \param[in]    size  max. number of charactes in buffer
+ * \return  0 if OK, 1 on error or EOF.
+ *
+ * 
+ * Notes:
+ *      (1) This reads the next set of alphanumeric chars,
+ *          returning the string and swallowing the trailing
+ *          whitespace characters.
+ *          This is needed to read header lines, which precede
+ *          the P7 format binary data.
+ * 

+ */
+static l_int32
+pnmReadNextString(FILE    *fp,
+                  char    *buff,
+                  l_int32  size)
+{
+l_int32   i, c;
+
+    PROCNAME("pnmReadNextString");
+
+    if (!buff)
+        return ERROR_INT("buff not defined", procName, 1);
+    *buff = '\0';
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 1);
+    if (size <= 0)
+        return ERROR_INT("size is too small", procName, 1);
+
+    do {  /* skip whitespace */
+        if ((c = fgetc(fp)) == EOF)
+            return ERROR_INT("end of file reached", procName, 1);
+    } while (c == ' ' || c == '\t' || c == '\n' || c == '\r');
+
+        /* Comment lines are allowed to appear
+         * anywhere in the header lines */
+    if (c == '#') {
+        do {  /* each line starting with '#' */
+            do {  /* this entire line */
+                if ((c = fgetc(fp)) == EOF)
+                    return ERROR_INT("end of file reached", procName, 1);
+            } while (c != '\n');
+            if ((c = fgetc(fp)) == EOF)
+                return ERROR_INT("end of file reached", procName, 1);
+        } while (c == '#');
+    }
+
+        /* The next string ends when there is
+         * a whitespace character following. */
+    for (i = 0; i < size - 1; i++) {
+        if (c == ' ' || c == '\t' || c == '\n' || c == '\r')
+            break;
+        buff[i] = c;
+        if ((c = fgetc(fp)) == EOF)
+            return ERROR_INT("end of file reached", procName, 1);
+    }
+    buff[i] = '\0';
+
+        /* Back up one byte */
+    fseek(fp, -1L, SEEK_CUR);
+    if (i >= size - 1)
+        return ERROR_INT("buff size too small", procName, 1);
+
+        /* Skip over trailing spaces and tabs */
+    for (;;) {
+        if ((c = fgetc(fp)) == EOF)
+            return ERROR_INT("end of file reached", procName, 1);
+        if (c != ' ' && c != '\t')
+            break;
+    }
+
+        /* Back up one byte */
+    fseek(fp, -1L, SEEK_CUR);
+    return 0;
+}
+
+
+/*!
+ * \brief   pnmSkipCommentLines()
+ *
+ *      Return: 0 if OK, 1 on error or EOF
+ *
+ *  Notes:
+ *      (1) Comment lines begin with '#'
+ *      (2) Usage: caller should check return value for EOF
+ */
+static l_int32
+pnmSkipCommentLines(FILE  *fp)
+{
+l_int32  c;
+
+    PROCNAME("pnmSkipCommentLines");
+
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 1);
+    if ((c = fgetc(fp)) == EOF)
+        return 1;
+    if (c == '#') {
+        do {  /* each line starting with '#' */
+            do {  /* this entire line */
+                if ((c = fgetc(fp)) == EOF)
+                    return 1;
+            } while (c != '\n');
+            if ((c = fgetc(fp)) == EOF)
+                return 1;
+        } while (c == '#');
+    }
+
+        /* Back up one byte */
+    fseek(fp, -1L, SEEK_CUR);
+    return 0;
+}
+
+/* --------------------------------------------*/
+#endif  /* USE_PNMIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/pnmiostub.c b/3rdparty/hgOCR/leptonica/pnmiostub.c
new file mode 100644
index 00000000..5b471eee
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/pnmiostub.c
@@ -0,0 +1,116 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file pnmiostub.c
+ * 
+ *
+ *     Stubs for pnmio.c functions
+ * 

+ */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !USE_PNMIO   /* defined in environ.h */
+/* --------------------------------------------*/
+
+PIX * pixReadStreamPnm(FILE *fp)
+{
+    return (PIX * )ERROR_PTR("function not present", "pixReadStreamPnm", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderPnm(const char *filename, l_int32 *pw, l_int32 *ph,
+                   l_int32 *pd, l_int32 *ptype, l_int32 *pbps,
+                   l_int32 *pspp)
+{
+    return ERROR_INT("function not present", "readHeaderPnm", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok freadHeaderPnm(FILE *fp, l_int32 *pw, l_int32 *ph, l_int32 *pd,
+                    l_int32 *ptype, l_int32 *pbps, l_int32 *pspp)
+{
+    return ERROR_INT("function not present", "freadHeaderPnm", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamPnm(FILE *fp, PIX *pix)
+{
+    return ERROR_INT("function not present", "pixWriteStreamPnm", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamAsciiPnm(FILE *fp, PIX *pix)
+{
+    return ERROR_INT("function not present", "pixWriteStreamAsciiPnm", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamPam(FILE *fp, PIX *pix)
+{
+    return ERROR_INT("function not present", "pixWriteStreamPam", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIX * pixReadMemPnm(const l_uint8 *cdata, size_t size)
+{
+    return (PIX * )ERROR_PTR("function not present", "pixReadMemPnm", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderMemPnm(const l_uint8 *cdata, size_t size, l_int32 *pw,
+                      l_int32 *ph, l_int32 *pd, l_int32 *ptype,
+                      l_int32 *pbps, l_int32 *pspp)
+{
+    return ERROR_INT("function not present", "readHeaderMemPnm", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemPnm(l_uint8 **pdata, size_t *psize, PIX *pix)
+{
+    return ERROR_INT("function not present", "pixWriteMemPnm", 1);
+}
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemPam(l_uint8 **pdata, size_t *psize, PIX *pix)
+{
+    return ERROR_INT("function not present", "pixWriteMemPam", 1);
+}
+
+
+/* --------------------------------------------*/
+#endif  /* !USE_PNMIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/projective.c b/3rdparty/hgOCR/leptonica/projective.c
new file mode 100644
index 00000000..b8393b4c
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/projective.c
@@ -0,0 +1,923 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file projective.c
+ * 
+ *
+ *      Projective (4 pt) image transformation using a sampled
+ *      (to nearest integer) transform on each dest point
+ *           PIX      *pixProjectiveSampledPta()
+ *           PIX      *pixProjectiveSampled()
+ *
+ *      Projective (4 pt) image transformation using interpolation
+ *      (or area mapping) for anti-aliasing images that are
+ *      2, 4, or 8 bpp gray, or colormapped, or 32 bpp RGB
+ *           PIX      *pixProjectivePta()
+ *           PIX      *pixProjective()
+ *           PIX      *pixProjectivePtaColor()
+ *           PIX      *pixProjectiveColor()
+ *           PIX      *pixProjectivePtaGray()
+ *           PIX      *pixProjectiveGray()
+ *
+ *      Projective transform including alpha (blend) component
+ *           PIX      *pixProjectivePtaWithAlpha()
+ *
+ *      Projective coordinate transformation
+ *           l_int32   getProjectiveXformCoeffs()
+ *           l_int32   projectiveXformSampledPt()
+ *           l_int32   projectiveXformPt()
+ *
+ *      A projective transform can be specified as a specific functional
+ *      mapping between 4 points in the source and 4 points in the dest.
+ *      It preserves straight lines, but is less stable than a bilinear
+ *      transform, because it contains a division by a quantity that
+ *      can get arbitrarily small.)
+ *
+ *      We give both a projective coordinate transformation and
+ *      two projective image transformations.
+ *
+ *      For the former, we ask for the coordinate value (x',y')
+ *      in the transformed space for any point (x,y) in the original
+ *      space.  The coefficients of the transformation are found by
+ *      solving 8 simultaneous equations for the 8 coordinates of
+ *      the 4 points in src and dest.  The transformation can then
+ *      be used to compute the associated image transform, by
+ *      computing, for each dest pixel, the relevant pixel(s) in
+ *      the source.  This can be done either by taking the closest
+ *      src pixel to each transformed dest pixel ("sampling") or
+ *      by doing an interpolation and averaging over 4 source
+ *      pixels with appropriate weightings ("interpolated").
+ *
+ *      A typical application would be to remove keystoning
+ *      due to a projective transform in the imaging system.
+ *
+ *      The projective transform is given by specifying two equations:
+ *
+ *          x' = (ax + by + c) / (gx + hy + 1)
+ *          y' = (dx + ey + f) / (gx + hy + 1)
+ *
+ *      where the eight coefficients have been computed from four
+ *      sets of these equations, each for two corresponding data pts.
+ *      In practice, once the coefficients are known, we use the
+ *      equations "backwards": for each point (x,y) in the dest image,
+ *      these two equations are used to compute the corresponding point
+ *      (x',y') in the src.  That computed point in the src is then used
+ *      to determine the corresponding dest pixel value in one of two ways:
+ *
+ *       ~ sampling: simply take the value of the src pixel in which this
+ *                   point falls
+ *       ~ interpolation: take appropriate linear combinations of the
+ *                        four src pixels that this dest pixel would
+ *                        overlap, with the coefficients proportional
+ *                        to the amount of overlap
+ *
+ *      For small warp where there is little scale change, (e.g.,
+ *      for rotation) area mapping is nearly equivalent to interpolation.
+ *
+ *      Typical relative timing of pointwise transforms (sampled = 1.0):
+ *      8 bpp:   sampled        1.0
+ *               interpolated   1.5
+ *      32 bpp:  sampled        1.0
+ *               interpolated   1.6
+ *      Additionally, the computation time/pixel is nearly the same
+ *      for 8 bpp and 32 bpp, for both sampled and interpolated.
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+extern l_float32  AlphaMaskBorderVals[2];
+
+
+/*------------------------------------------------------------n
+ *            Sampled projective image transformation          *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixProjectiveSampledPta()
+ *
+ * \param[in]    pixs      all depths
+ * \param[in]    ptad      4 pts of final coordinate space
+ * \param[in]    ptas      4 pts of initial coordinate space
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary.
+ *      (2) Retains colormap, which you can do for a sampled transform..
+ *      (3) No 3 of the 4 points may be collinear.
+ *      (4) For 8 and 32 bpp pix, better quality is obtained by the
+ *          somewhat slower pixProjectivePta().  See that
+ *          function for relative timings between sampled and interpolated.
+ * 

+ */
+PIX *
+pixProjectiveSampledPta(PIX     *pixs,
+                        PTA     *ptad,
+                        PTA     *ptas,
+                        l_int32  incolor)
+{
+l_float32  *vc;
+PIX        *pixd;
+
+    PROCNAME("pixProjectiveSampledPta");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!ptas)
+        return (PIX *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!ptad)
+        return (PIX *)ERROR_PTR("ptad not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+    if (ptaGetCount(ptas) != 4)
+        return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL);
+    if (ptaGetCount(ptad) != 4)
+        return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL);
+
+        /* Get backwards transform from dest to src, and apply it */
+    getProjectiveXformCoeffs(ptad, ptas, &vc);
+    pixd = pixProjectiveSampled(pixs, vc, incolor);
+    LEPT_FREE(vc);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixProjectiveSampled()
+ *
+ * \param[in]    pixs      all depths
+ * \param[in]    vc        vector of 8 coefficients for projective transform
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary.
+ *      (2) Retains colormap, which you can do for a sampled transform..
+ *      (3) For 8 or 32 bpp, much better quality is obtained by the
+ *          somewhat slower pixProjective().  See that function
+ *          for relative timings between sampled and interpolated.
+ * 

+ */
+PIX *
+pixProjectiveSampled(PIX        *pixs,
+                     l_float32  *vc,
+                     l_int32     incolor)
+{
+l_int32     i, j, w, h, d, x, y, wpls, wpld, color, cmapindex;
+l_uint32    val;
+l_uint32   *datas, *datad, *lines, *lined;
+PIX        *pixd;
+PIXCMAP    *cmap;
+
+    PROCNAME("pixProjectiveSampled");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!vc)
+        return (PIX *)ERROR_PTR("vc not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("depth not 1, 2, 4, 8 or 16", procName, NULL);
+
+        /* Init all dest pixels to color to be brought in from outside */
+    pixd = pixCreateTemplate(pixs);
+    if ((cmap = pixGetColormap(pixs)) != NULL) {
+        if (incolor == L_BRING_IN_WHITE)
+            color = 1;
+        else
+            color = 0;
+        pixcmapAddBlackOrWhite(cmap, color, &cmapindex);
+        pixSetAllArbitrary(pixd, cmapindex);
+    } else {
+        if ((d == 1 && incolor == L_BRING_IN_WHITE) ||
+            (d > 1 && incolor == L_BRING_IN_BLACK)) {
+            pixClearAll(pixd);
+        } else {
+            pixSetAll(pixd);
+        }
+    }
+
+        /* Scan over the dest pixels */
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            projectiveXformSampledPt(vc, j, i, &x, &y);
+            if (x < 0 || y < 0 || x >=w || y >= h)
+                continue;
+            lines = datas + y * wpls;
+            if (d == 1) {
+                val = GET_DATA_BIT(lines, x);
+                SET_DATA_BIT_VAL(lined, j, val);
+            } else if (d == 8) {
+                val = GET_DATA_BYTE(lines, x);
+                SET_DATA_BYTE(lined, j, val);
+            } else if (d == 32) {
+                lined[j] = lines[x];
+            } else if (d == 2) {
+                val = GET_DATA_DIBIT(lines, x);
+                SET_DATA_DIBIT(lined, j, val);
+            } else if (d == 4) {
+                val = GET_DATA_QBIT(lines, x);
+                SET_DATA_QBIT(lined, j, val);
+            }
+        }
+    }
+
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------*
+ *            Interpolated projective image transformation             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixProjectivePta()
+ *
+ * \param[in]    pixs      all depths; colormap ok
+ * \param[in]    ptad      4 pts of final coordinate space
+ * \param[in]    ptas      4 pts of initial coordinate space
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary
+ *      (2) Removes any existing colormap, if necessary, before transforming
+ * 

+ */
+PIX *
+pixProjectivePta(PIX     *pixs,
+                 PTA     *ptad,
+                 PTA     *ptas,
+                 l_int32  incolor)
+{
+l_int32   d;
+l_uint32  colorval;
+PIX      *pixt1, *pixt2, *pixd;
+
+    PROCNAME("pixProjectivePta");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!ptas)
+        return (PIX *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!ptad)
+        return (PIX *)ERROR_PTR("ptad not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+    if (ptaGetCount(ptas) != 4)
+        return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL);
+    if (ptaGetCount(ptad) != 4)
+        return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL);
+
+    if (pixGetDepth(pixs) == 1)
+        return pixProjectiveSampledPta(pixs, ptad, ptas, incolor);
+
+        /* Remove cmap if it exists, and unpack to 8 bpp if necessary */
+    pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    d = pixGetDepth(pixt1);
+    if (d < 8)
+        pixt2 = pixConvertTo8(pixt1, FALSE);
+    else
+        pixt2 = pixClone(pixt1);
+    d = pixGetDepth(pixt2);
+
+        /* Compute actual color to bring in from edges */
+    colorval = 0;
+    if (incolor == L_BRING_IN_WHITE) {
+        if (d == 8)
+            colorval = 255;
+        else  /* d == 32 */
+            colorval = 0xffffff00;
+    }
+
+    if (d == 8)
+        pixd = pixProjectivePtaGray(pixt2, ptad, ptas, colorval);
+    else  /* d == 32 */
+        pixd = pixProjectivePtaColor(pixt2, ptad, ptas, colorval);
+    pixDestroy(&pixt1);
+    pixDestroy(&pixt2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixProjective()
+ *
+ * \param[in]    pixs      all depths; colormap ok
+ * \param[in]    vc        vector of 8 coefficients for projective transform
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Brings in either black or white pixels from the boundary
+ *      (2) Removes any existing colormap, if necessary, before transforming
+ * 

+ */
+PIX *
+pixProjective(PIX        *pixs,
+              l_float32  *vc,
+              l_int32     incolor)
+{
+l_int32   d;
+l_uint32  colorval;
+PIX      *pixt1, *pixt2, *pixd;
+
+    PROCNAME("pixProjective");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!vc)
+        return (PIX *)ERROR_PTR("vc not defined", procName, NULL);
+
+    if (pixGetDepth(pixs) == 1)
+        return pixProjectiveSampled(pixs, vc, incolor);
+
+        /* Remove cmap if it exists, and unpack to 8 bpp if necessary */
+    pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    d = pixGetDepth(pixt1);
+    if (d < 8)
+        pixt2 = pixConvertTo8(pixt1, FALSE);
+    else
+        pixt2 = pixClone(pixt1);
+    d = pixGetDepth(pixt2);
+
+        /* Compute actual color to bring in from edges */
+    colorval = 0;
+    if (incolor == L_BRING_IN_WHITE) {
+        if (d == 8)
+            colorval = 255;
+        else  /* d == 32 */
+            colorval = 0xffffff00;
+    }
+
+    if (d == 8)
+        pixd = pixProjectiveGray(pixt2, vc, colorval);
+    else  /* d == 32 */
+        pixd = pixProjectiveColor(pixt2, vc, colorval);
+    pixDestroy(&pixt1);
+    pixDestroy(&pixt2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixProjectivePtaColor()
+ *
+ * \param[in]    pixs 32 bpp
+ * \param[in]    ptad  4 pts of final coordinate space
+ * \param[in]    ptas  4 pts of initial coordinate space
+ * \param[in]    colorval e.g., 0 to bring in BLACK, 0xffffff00 for WHITE
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixProjectivePtaColor(PIX      *pixs,
+                      PTA      *ptad,
+                      PTA      *ptas,
+                      l_uint32  colorval)
+{
+l_float32  *vc;
+PIX        *pixd;
+
+    PROCNAME("pixProjectivePtaColor");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!ptas)
+        return (PIX *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!ptad)
+        return (PIX *)ERROR_PTR("ptad not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL);
+    if (ptaGetCount(ptas) != 4)
+        return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL);
+    if (ptaGetCount(ptad) != 4)
+        return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL);
+
+        /* Get backwards transform from dest to src, and apply it */
+    getProjectiveXformCoeffs(ptad, ptas, &vc);
+    pixd = pixProjectiveColor(pixs, vc, colorval);
+    LEPT_FREE(vc);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixProjectiveColor()
+ *
+ * \param[in]    pixs       32 bpp
+ * \param[in]    vc         vector of 8 coefficients for projective transform
+ * \param[in]    colorval   e.g., 0 to bring in BLACK, 0xffffff00 for WHITE
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixProjectiveColor(PIX        *pixs,
+                   l_float32  *vc,
+                   l_uint32    colorval)
+{
+l_int32    i, j, w, h, d, wpls, wpld;
+l_uint32   val;
+l_uint32  *datas, *datad, *lined;
+l_float32  x, y;
+PIX       *pix1, *pix2, *pixd;
+
+    PROCNAME("pixProjectiveColor");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 32)
+        return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL);
+    if (!vc)
+        return (PIX *)ERROR_PTR("vc not defined", procName, NULL);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateTemplate(pixs);
+    pixSetAllArbitrary(pixd, colorval);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+        /* Iterate over destination pixels */
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+                /* Compute float src pixel location corresponding to (i,j) */
+            projectiveXformPt(vc, j, i, &x, &y);
+            linearInterpolatePixelColor(datas, wpls, w, h, x, y, colorval,
+                                        &val);
+            *(lined + j) = val;
+        }
+    }
+
+        /* If rgba, transform the pixs alpha channel and insert in pixd */
+    if (pixGetSpp(pixs) == 4) {
+        pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+        pix2 = pixProjectiveGray(pix1, vc, 255);  /* bring in opaque */
+        pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixProjectivePtaGray()
+ *
+ * \param[in]    pixs      8 bpp
+ * \param[in]    ptad      4 pts of final coordinate space
+ * \param[in]    ptas      4 pts of initial coordinate space
+ * \param[in]    grayval   0 to bring in BLACK, 255 for WHITE
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixProjectivePtaGray(PIX     *pixs,
+                     PTA     *ptad,
+                     PTA     *ptas,
+                     l_uint8  grayval)
+{
+l_float32  *vc;
+PIX        *pixd;
+
+    PROCNAME("pixProjectivePtaGray");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!ptas)
+        return (PIX *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!ptad)
+        return (PIX *)ERROR_PTR("ptad not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL);
+    if (ptaGetCount(ptas) != 4)
+        return (PIX *)ERROR_PTR("ptas count not 4", procName, NULL);
+    if (ptaGetCount(ptad) != 4)
+        return (PIX *)ERROR_PTR("ptad count not 4", procName, NULL);
+
+        /* Get backwards transform from dest to src, and apply it */
+    getProjectiveXformCoeffs(ptad, ptas, &vc);
+    pixd = pixProjectiveGray(pixs, vc, grayval);
+    LEPT_FREE(vc);
+
+    return pixd;
+}
+
+
+
+/*!
+ * \brief   pixProjectiveGray()
+ *
+ * \param[in]    pixs      8 bpp
+ * \param[in]    vc        vector of 8 coefficients for projective transform
+ * \param[in]    grayval   0 to bring in BLACK, 255 for WHITE
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixProjectiveGray(PIX        *pixs,
+                  l_float32  *vc,
+                  l_uint8     grayval)
+{
+l_int32    i, j, w, h, wpls, wpld, val;
+l_uint32  *datas, *datad, *lined;
+l_float32  x, y;
+PIX       *pixd;
+
+    PROCNAME("pixProjectiveGray");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL);
+    if (!vc)
+        return (PIX *)ERROR_PTR("vc not defined", procName, NULL);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateTemplate(pixs);
+    pixSetAllArbitrary(pixd, grayval);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+        /* Iterate over destination pixels */
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+                /* Compute float src pixel location corresponding to (i,j) */
+            projectiveXformPt(vc, j, i, &x, &y);
+            linearInterpolatePixelGray(datas, wpls, w, h, x, y, grayval, &val);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*---------------------------------------------------------------------------*
+ *            Projective transform including alpha (blend) component         *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixProjectivePtaWithAlpha()
+ *
+ * \param[in]    pixs     32 bpp rgb
+ * \param[in]    ptad     4 pts of final coordinate space
+ * \param[in]    ptas     4 pts of initial coordinate space
+ * \param[in]    pixg     [optional] 8 bpp, for alpha channel, can be null
+ * \param[in]    fract    between 0.0 and 1.0, with 0.0 fully transparent
+ *                        and 1.0 fully opaque
+ * \param[in]    border   of pixels added to capture transformed source pixels
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The alpha channel is transformed separately from pixs,
+ *          and aligns with it, being fully transparent outside the
+ *          boundary of the transformed pixs.  For pixels that are fully
+ *          transparent, a blending function like pixBlendWithGrayMask()
+ *          will give zero weight to corresponding pixels in pixs.
+ *      (2) If pixg is NULL, it is generated as an alpha layer that is
+ *          partially opaque, using %fract.  Otherwise, it is cropped
+ *          to pixs if required and %fract is ignored.  The alpha channel
+ *          in pixs is never used.
+ *      (3) Colormaps are removed.
+ *      (4) When pixs is transformed, it doesn't matter what color is brought
+ *          in because the alpha channel will be transparent (0) there.
+ *      (5) To avoid losing source pixels in the destination, it may be
+ *          necessary to add a border to the source pix before doing
+ *          the projective transformation.  This can be any non-negative
+ *          number.
+ *      (6) The input %ptad and %ptas are in a coordinate space before
+ *          the border is added.  Internally, we compensate for this
+ *          before doing the projective transform on the image after
+ *          the border is added.
+ *      (7) The default setting for the border values in the alpha channel
+ *          is 0 (transparent) for the outermost ring of pixels and
+ *          (0.5 * fract * 255) for the second ring.  When blended over
+ *          a second image, this
+ *          (a) shrinks the visible image to make a clean overlap edge
+ *              with an image below, and
+ *          (b) softens the edges by weakening the aliasing there.
+ *          Use l_setAlphaMaskBorder() to change these values.
+ * 

+ */
+PIX *
+pixProjectivePtaWithAlpha(PIX       *pixs,
+                          PTA       *ptad,
+                          PTA       *ptas,
+                          PIX       *pixg,
+                          l_float32  fract,
+                          l_int32    border)
+{
+l_int32  ws, hs, d;
+PIX     *pixd, *pixb1, *pixb2, *pixg2, *pixga;
+PTA     *ptad2, *ptas2;
+
+    PROCNAME("pixProjectivePtaWithAlpha");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    if (d != 32 && pixGetColormap(pixs) == NULL)
+        return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL);
+    if (pixg && pixGetDepth(pixg) != 8) {
+        L_WARNING("pixg not 8 bpp; using 'fract' transparent alpha\n",
+                  procName);
+        pixg = NULL;
+    }
+    if (!pixg && (fract < 0.0 || fract > 1.0)) {
+        L_WARNING("invalid fract; using 1.0 (fully transparent)\n", procName);
+        fract = 1.0;
+    }
+    if (!pixg && fract == 0.0)
+        L_WARNING("fully opaque alpha; image will not be blended\n", procName);
+    if (!ptad)
+        return (PIX *)ERROR_PTR("ptad not defined", procName, NULL);
+    if (!ptas)
+        return (PIX *)ERROR_PTR("ptas not defined", procName, NULL);
+
+        /* Add border; the color doesn't matter */
+    pixb1 = pixAddBorder(pixs, border, 0);
+
+        /* Transform the ptr arrays to work on the bordered image */
+    ptad2 = ptaTransform(ptad, border, border, 1.0, 1.0);
+    ptas2 = ptaTransform(ptas, border, border, 1.0, 1.0);
+
+        /* Do separate projective transform of rgb channels of pixs
+         * and of pixg */
+    pixd = pixProjectivePtaColor(pixb1, ptad2, ptas2, 0);
+    if (!pixg) {
+        pixg2 = pixCreate(ws, hs, 8);
+        if (fract == 1.0)
+            pixSetAll(pixg2);
+        else
+            pixSetAllArbitrary(pixg2, (l_int32)(255.0 * fract));
+    } else {
+        pixg2 = pixResizeToMatch(pixg, NULL, ws, hs);
+    }
+    if (ws > 10 && hs > 10) {  /* see note 7 */
+        pixSetBorderRingVal(pixg2, 1,
+                            (l_int32)(255.0 * fract * AlphaMaskBorderVals[0]));
+        pixSetBorderRingVal(pixg2, 2,
+                            (l_int32)(255.0 * fract * AlphaMaskBorderVals[1]));
+
+    }
+    pixb2 = pixAddBorder(pixg2, border, 0);  /* must be black border */
+    pixga = pixProjectivePtaGray(pixb2, ptad2, ptas2, 0);
+    pixSetRGBComponent(pixd, pixga, L_ALPHA_CHANNEL);
+    pixSetSpp(pixd, 4);
+
+    pixDestroy(&pixg2);
+    pixDestroy(&pixb1);
+    pixDestroy(&pixb2);
+    pixDestroy(&pixga);
+    ptaDestroy(&ptad2);
+    ptaDestroy(&ptas2);
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------*
+ *                Projective coordinate transformation         *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   getProjectiveXformCoeffs()
+ *
+ * \param[in]    ptas   source 4 points; unprimed
+ * \param[in]    ptad   transformed 4 points; primed
+ * \param[out]   pvc    vector of coefficients of transform
+ * \return  0 if OK; 1 on error
+ *
+ *  We have a set of 8 equations, describing the projective
+ *  transformation that takes 4 points ptas into 4 other
+ *  points ptad.  These equations are:
+ *
+ *          x1' = c[0]*x1 + c[1]*y1 + c[2]) / (c[6]*x1 + c[7]*y1 + 1
+ *          y1' = c[3]*x1 + c[4]*y1 + c[5]) / (c[6]*x1 + c[7]*y1 + 1
+ *          x2' = c[0]*x2 + c[1]*y2 + c[2]) / (c[6]*x2 + c[7]*y2 + 1
+ *          y2' = c[3]*x2 + c[4]*y2 + c[5]) / (c[6]*x2 + c[7]*y2 + 1
+ *          x3' = c[0]*x3 + c[1]*y3 + c[2]) / (c[6]*x3 + c[7]*y3 + 1
+ *          y3' = c[3]*x3 + c[4]*y3 + c[5]) / (c[6]*x3 + c[7]*y3 + 1
+ *          x4' = c[0]*x4 + c[1]*y4 + c[2]) / (c[6]*x4 + c[7]*y4 + 1
+ *          y4' = c[3]*x4 + c[4]*y4 + c[5]) / (c[6]*x4 + c[7]*y4 + 1
+ *
+ *  Multiplying both sides of each eqn by the denominator, we get
+ *
+ *           AC = B
+ *
+ *  where B and C are column vectors
+ *
+ *         B = [ x1' y1' x2' y2' x3' y3' x4' y4' ]
+ *         C = [ c[0] c[1] c[2] c[3] c[4] c[5] c[6] c[7] ]
+ *
+ *  and A is the 8x8 matrix
+ *
+ *             x1   y1     1     0   0    0   -x1*x1'  -y1*x1'
+ *              0    0     0    x1   y1   1   -x1*y1'  -y1*y1'
+ *             x2   y2     1     0   0    0   -x2*x2'  -y2*x2'
+ *              0    0     0    x2   y2   1   -x2*y2'  -y2*y2'
+ *             x3   y3     1     0   0    0   -x3*x3'  -y3*x3'
+ *              0    0     0    x3   y3   1   -x3*y3'  -y3*y3'
+ *             x4   y4     1     0   0    0   -x4*x4'  -y4*x4'
+ *              0    0     0    x4   y4   1   -x4*y4'  -y4*y4'
+ *
+ *  These eight equations are solved here for the coefficients C.
+ *
+ *  These eight coefficients can then be used to find the mapping
+ *  x,y) --> (x',y':
+ *
+ *           x' = c[0]x + c[1]y + c[2]) / (c[6]x + c[7]y + 1
+ *           y' = c[3]x + c[4]y + c[5]) / (c[6]x + c[7]y + 1
+ *
+ *  that is implemented in projectiveXformSampled and
+ *  projectiveXFormInterpolated.
+ */
+l_ok
+getProjectiveXformCoeffs(PTA         *ptas,
+                         PTA         *ptad,
+                         l_float32  **pvc)
+{
+l_int32     i;
+l_float32   x1, y1, x2, y2, x3, y3, x4, y4;
+l_float32  *b;   /* rhs vector of primed coords X'; coeffs returned in *pvc */
+l_float32  *a[8];  /* 8x8 matrix A  */
+
+    PROCNAME("getProjectiveXformCoeffs");
+
+    if (!ptas)
+        return ERROR_INT("ptas not defined", procName, 1);
+    if (!ptad)
+        return ERROR_INT("ptad not defined", procName, 1);
+    if (!pvc)
+        return ERROR_INT("&vc not defined", procName, 1);
+
+    b = (l_float32 *)LEPT_CALLOC(8, sizeof(l_float32));
+    *pvc = b;
+    ptaGetPt(ptas, 0, &x1, &y1);
+    ptaGetPt(ptas, 1, &x2, &y2);
+    ptaGetPt(ptas, 2, &x3, &y3);
+    ptaGetPt(ptas, 3, &x4, &y4);
+    ptaGetPt(ptad, 0, &b[0], &b[1]);
+    ptaGetPt(ptad, 1, &b[2], &b[3]);
+    ptaGetPt(ptad, 2, &b[4], &b[5]);
+    ptaGetPt(ptad, 3, &b[6], &b[7]);
+
+    for (i = 0; i < 8; i++)
+        a[i] = (l_float32 *)LEPT_CALLOC(8, sizeof(l_float32));
+    a[0][0] = x1;
+    a[0][1] = y1;
+    a[0][2] = 1.;
+    a[0][6] = -x1 * b[0];
+    a[0][7] = -y1 * b[0];
+    a[1][3] = x1;
+    a[1][4] = y1;
+    a[1][5] = 1;
+    a[1][6] = -x1 * b[1];
+    a[1][7] = -y1 * b[1];
+    a[2][0] = x2;
+    a[2][1] = y2;
+    a[2][2] = 1.;
+    a[2][6] = -x2 * b[2];
+    a[2][7] = -y2 * b[2];
+    a[3][3] = x2;
+    a[3][4] = y2;
+    a[3][5] = 1;
+    a[3][6] = -x2 * b[3];
+    a[3][7] = -y2 * b[3];
+    a[4][0] = x3;
+    a[4][1] = y3;
+    a[4][2] = 1.;
+    a[4][6] = -x3 * b[4];
+    a[4][7] = -y3 * b[4];
+    a[5][3] = x3;
+    a[5][4] = y3;
+    a[5][5] = 1;
+    a[5][6] = -x3 * b[5];
+    a[5][7] = -y3 * b[5];
+    a[6][0] = x4;
+    a[6][1] = y4;
+    a[6][2] = 1.;
+    a[6][6] = -x4 * b[6];
+    a[6][7] = -y4 * b[6];
+    a[7][3] = x4;
+    a[7][4] = y4;
+    a[7][5] = 1;
+    a[7][6] = -x4 * b[7];
+    a[7][7] = -y4 * b[7];
+
+    gaussjordan(a, b, 8);
+
+    for (i = 0; i < 8; i++)
+        LEPT_FREE(a[i]);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   projectiveXformSampledPt()
+ *
+ * \param[in]    vc         vector of 8 coefficients
+ * \param[in]    x, y       initial point
+ * \param[out]   pxp, pyp   transformed point
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the nearest pixel coordinates of the transformed point.
+ *      (2) It does not check ptrs for returned data!
+ * 

+ */
+l_ok
+projectiveXformSampledPt(l_float32  *vc,
+                         l_int32     x,
+                         l_int32     y,
+                         l_int32    *pxp,
+                         l_int32    *pyp)
+{
+l_float32  factor;
+
+    PROCNAME("projectiveXformSampledPt");
+
+    if (!vc)
+        return ERROR_INT("vc not defined", procName, 1);
+
+    factor = 1. / (vc[6] * x + vc[7] * y + 1.);
+    *pxp = (l_int32)(factor * (vc[0] * x + vc[1] * y + vc[2]) + 0.5);
+    *pyp = (l_int32)(factor * (vc[3] * x + vc[4] * y + vc[5]) + 0.5);
+    return 0;
+}
+
+
+/*!
+ * \brief   projectiveXformPt()
+ *
+ * \param[in]    vc         vector of 8 coefficients
+ * \param[in]    x, y       initial point
+ * \param[out]   pxp, pyp   transformed point
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes the floating point location of the transformed point.
+ *      (2) It does not check ptrs for returned data!
+ * 

+ */
+l_ok
+projectiveXformPt(l_float32  *vc,
+                  l_int32     x,
+                  l_int32     y,
+                  l_float32  *pxp,
+                  l_float32  *pyp)
+{
+l_float32  factor;
+
+    PROCNAME("projectiveXformPt");
+
+    if (!vc)
+        return ERROR_INT("vc not defined", procName, 1);
+
+    factor = 1. / (vc[6] * x + vc[7] * y + 1.);
+    *pxp = factor * (vc[0] * x + vc[1] * y + vc[2]);
+    *pyp = factor * (vc[3] * x + vc[4] * y + vc[5]);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/psio1.c b/3rdparty/hgOCR/leptonica/psio1.c
new file mode 100644
index 00000000..368a2b80
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/psio1.c
@@ -0,0 +1,1073 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file psio1.c
+ * 
+ *
+ *    |=============================================================|
+ *    |                         Important note                      |
+ *    |=============================================================|
+ *    | Some of these functions require I/O libraries such as       |
+ *    | libtiff, libjpeg, and libz.  If you do not have these       |
+ *    | libraries, some calls will fail.                            |
+ *    |                                                             |
+ *    | You can manually deactivate all PostScript writing by       |
+ *    | setting this in environ.h:                                  |
+ *    | \code                                                       |
+ *    |     #define  USE_PSIO     0                                 |
+ *    | \endcode                                                    |
+ *    | in environ.h.  This will link psio1stub.c                   |
+ *    |=============================================================|
+ *
+ *     This is a PostScript "device driver" for wrapping images
+ *     in PostScript.  The images can be rendered by a PostScript
+ *     interpreter for viewing, using evince or gv.  They can also be
+ *     rasterized for printing, using gs or an embedded interpreter
+ *     in a PostScript printer.  And they can be converted to a pdf
+ *     using gs (ps2pdf).
+ *
+ *     Convert specified files to PS
+ *          l_int32          convertFilesToPS()
+ *          l_int32          sarrayConvertFilesToPS()
+ *          l_int32          convertFilesFittedToPS()
+ *          l_int32          sarrayConvertFilesFittedToPS()
+ *          l_int32          writeImageCompressedToPSFile()
+ *
+ *     Convert mixed text/image files to PS
+ *          l_int32          convertSegmentedPagesToPS()
+ *          l_int32          pixWriteSegmentedPageToPS()
+ *          l_int32          pixWriteMixedToPS()
+ *
+ *     Convert any image file to PS for embedding
+ *          l_int32          convertToPSEmbed()
+ *
+ *     Write all images in a pixa out to PS
+ *          l_int32          pixaWriteCompressedToPS()
+ *          l_int32          pixWriteCompressedToPS()
+ *
+ *  These PostScript converters are used in three different ways.
+ *
+ *  (1) For embedding a PS file in a program like TeX.
+ *      convertToPSEmbed() handles this for levels 1, 2 and 3 output,
+ *      and prog/converttops wraps this in an executable.
+ *      converttops is a generalization of Thomas Merz's jpeg2ps wrapper,
+ *      in that it works for all types (formats, depth, colormap)
+ *      of input images and gives PS output in one of these formats
+ *        * level 1 (uncompressed)
+ *        * level 2 (compressed ccittg4 or dct)
+ *        * level 3 (compressed flate)
+ *
+ *  (2) For composing a set of pages with any number of images
+ *      painted on them, in either level 2 or level 3 formats.
+ *
+ *  (3) For printing a page image or a set of page images, at a
+ *      resolution that optimally fills the page, using
+ *      convertFilesFittedToPS().
+ *
+ *  The top-level calls of utilities in category 2, which can compose
+ *  multiple images on a page, and which generate a PostScript file for
+ *  printing or display (e.g., conversion to pdf), are:
+ *      convertFilesToPS()
+ *      convertFilesFittedToPS()
+ *      convertSegmentedPagesToPS()
+ *
+ *  All images are output with page numbers.  Bounding box hints are
+ *  more subtle.  They must be included for embeding images in
+ *  TeX, for example, and the low-level writers include bounding
+ *  box hints by default.  However, these hints should not be included for
+ *  multi-page PostScript that is composed of a sequence of images;
+ *  consequently, they are not written when calling higher level
+ *  functions such as convertFilesToPS(), convertFilesFittedToPS()
+ *  and convertSegmentedPagesToPS().  The function l_psWriteBoundingBox()
+ *  sets a flag to give low-level control over this.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  USE_PSIO   /* defined in environ.h */
+ /* --------------------------------------------*/
+
+/*-------------------------------------------------------------*
+ *                Convert files in a directory to PS           *
+ *-------------------------------------------------------------*/
+/*
+ * \brief   convertFilesToPS()
+ *
+ * \param[in]  dirin    input directory
+ * \param[in]  substr   [optional] substring filter on filenames; can be NULL
+ * \param[in]  res      typ. 300 or 600 ppi
+ * \param[in]  fileout  output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a PS file for all image files in a specified
+ *          directory that contain the substr pattern to be matched.
+ *      (2) Each image is written to a separate page in the output PS file.
+ *      (3) All images are written compressed:
+ *              * if tiffg4  -->  use ccittg4
+ *              * if jpeg    -->  use dct
+ *              * all others -->  use flate
+ *          If the image is jpeg or tiffg4, we use the existing compressed
+ *          strings for the encoding; otherwise, we read the image into
+ *          a pix and flate-encode the pieces.
+ *      (4) The resolution is often confusing.  It is interpreted
+ *          as the resolution of the output display device:  "If the
+ *          input image were digitized at 300 ppi, what would it
+ *          look like when displayed at res ppi."  So, for example,
+ *          if res = 100 ppi, then the display pixels are 3x larger
+ *          than the 300 ppi pixels, and the image will be rendered
+ *          3x larger.
+ *      (5) The size of the PostScript file is independent of the resolution,
+ *          because the entire file is encoded.  The res parameter just
+ *          tells the PS decomposer how to render the page.  Therefore,
+ *          for minimum file size without loss of visual information,
+ *          if the output res is less than 300, you should downscale
+ *          the image to the output resolution before wrapping in PS.
+ *      (6) The "canvas" on which the image is rendered, at the given
+ *          output resolution, is a standard page size (8.5 x 11 in).
+ * 

+ */
+l_ok
+convertFilesToPS(const char  *dirin,
+                 const char  *substr,
+                 l_int32      res,
+                 const char  *fileout)
+{
+SARRAY  *sa;
+
+    PROCNAME("convertFilesToPS");
+
+    if (!dirin)
+        return ERROR_INT("dirin not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (res <= 0) {
+        L_INFO("setting res to 300 ppi\n", procName);
+        res = 300;
+    }
+    if (res < 10 || res > 4000)
+        L_WARNING("res is typically in the range 300-600 ppi\n", procName);
+
+        /* Get all filtered and sorted full pathnames. */
+    sa = getSortedPathnamesInDirectory(dirin, substr, 0, 0);
+
+        /* Generate the PS file.  Don't use bounding boxes. */
+    l_psWriteBoundingBox(FALSE);
+    sarrayConvertFilesToPS(sa, res, fileout);
+    l_psWriteBoundingBox(TRUE);
+    sarrayDestroy(&sa);
+    return 0;
+}
+
+
+/*
+
+ * \brief    sarrayConvertFilesToPS()
+ *
+ * \param[in]  sarray   of full path names
+ * \param[in]  res      typ. 300 or 600 ppi
+ * \param[in]  fileout  output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *     (1) See convertFilesToPS()
+ * 

+ */
+l_ok
+sarrayConvertFilesToPS(SARRAY      *sa,
+                       l_int32      res,
+                       const char  *fileout)
+{
+char    *fname;
+l_int32  i, nfiles, index, ret, format;
+
+    PROCNAME("sarrayConvertFilesToPS");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (res <= 0) {
+        L_INFO("setting res to 300 ppi\n", procName);
+        res = 300;
+    }
+    if (res < 10 || res > 4000)
+        L_WARNING("res is typically in the range 300-600 ppi\n", procName);
+
+    nfiles = sarrayGetCount(sa);
+    for (i = 0, index = 0; i < nfiles; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        ret = pixReadHeader(fname, &format, NULL, NULL, NULL, NULL, NULL);
+        if (ret) continue;
+        if (format == IFF_UNKNOWN)
+            continue;
+
+        writeImageCompressedToPSFile(fname, fileout, res, &index);
+    }
+
+    return 0;
+}
+
+
+/*
+ * \brief   convertFilesFittedToPS()
+ *
+ * \param[in]  dirin    input directory
+ * \param[in]  substr   [optional] substring filter on filenames; can be NULL)
+ * \param[in]  xpts     desired size in printer points; use 0 for default
+ * \param[in]  ypts     desired size in printer points; use 0 for default
+ * \param[in]  fileout  output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a PS file for all files in a specified directory
+ *          that contain the substr pattern to be matched.
+ *      (2) Each image is written to a separate page in the output PS file.
+ *      (3) All images are written compressed:
+ *              * if tiffg4  -->  use ccittg4
+ *              * if jpeg    -->  use dct
+ *              * all others -->  use flate
+ *          If the image is jpeg or tiffg4, we use the existing compressed
+ *          strings for the encoding; otherwise, we read the image into
+ *          a pix and flate-encode the pieces.
+ *      (4) The resolution is internally determined such that the images
+ *          are rendered, in at least one direction, at 100% of the given
+ *          size in printer points.  Use 0.0 for xpts or ypts to get
+ *          the default value, which is 612.0 or 792.0, rsp.
+ *      (5) The size of the PostScript file is independent of the resolution,
+ *          because the entire file is encoded.  The %xpts and %ypts
+ *          parameter tells the PS decomposer how to render the page.
+ * 

+ */
+l_ok
+convertFilesFittedToPS(const char  *dirin,
+                       const char  *substr,
+                       l_float32    xpts,
+                       l_float32    ypts,
+                       const char  *fileout)
+{
+SARRAY  *sa;
+
+    PROCNAME("convertFilesFittedToPS");
+
+    if (!dirin)
+        return ERROR_INT("dirin not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (xpts <= 0.0) {
+        L_INFO("setting xpts to 612.0 ppi\n", procName);
+        xpts = 612.0;
+    }
+    if (ypts <= 0.0) {
+        L_INFO("setting ypts to 792.0 ppi\n", procName);
+        ypts = 792.0;
+    }
+    if (xpts < 100.0 || xpts > 2000.0 || ypts < 100.0 || ypts > 2000.0)
+        L_WARNING("xpts,ypts are typically in the range 500-800\n", procName);
+
+        /* Get all filtered and sorted full pathnames. */
+    sa = getSortedPathnamesInDirectory(dirin, substr, 0, 0);
+
+        /* Generate the PS file.  Don't use bounding boxes. */
+    l_psWriteBoundingBox(FALSE);
+    sarrayConvertFilesFittedToPS(sa, xpts, ypts, fileout);
+    l_psWriteBoundingBox(TRUE);
+    sarrayDestroy(&sa);
+    return 0;
+}
+
+
+/*
+ * \brief  sarrayConvertFilesFittedToPS()
+ *
+ * \param[in]  sarray   of full path names
+ * \param[in]  xpts     desired size in printer points; use 0 for default
+ * \param[in]  ypts     desired size in printer points; use 0 for default
+ * \param[in]  fileout  output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *     (1) See convertFilesFittedToPS()
+ * 

+ */
+l_ok
+sarrayConvertFilesFittedToPS(SARRAY      *sa,
+                             l_float32    xpts,
+                             l_float32    ypts,
+                             const char  *fileout)
+{
+char    *fname;
+l_int32  ret, i, w, h, nfiles, index, format, res;
+
+    PROCNAME("sarrayConvertFilesFittedToPS");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (xpts <= 0.0) {
+        L_INFO("setting xpts to 612.0\n", procName);
+        xpts = 612.0;
+    }
+    if (ypts <= 0.0) {
+        L_INFO("setting ypts to 792.0\n", procName);
+        ypts = 792.0;
+    }
+    if (xpts < 100.0 || xpts > 2000.0 || ypts < 100.0 || ypts > 2000.0)
+        L_WARNING("xpts,ypts are typically in the range 500-800\n", procName);
+
+    nfiles = sarrayGetCount(sa);
+    for (i = 0, index = 0; i < nfiles; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        ret = pixReadHeader(fname, &format, &w, &h, NULL, NULL, NULL);
+        if (ret) continue;
+        if (format == IFF_UNKNOWN)
+            continue;
+
+            /* Be sure the entire image is wrapped */
+        if (xpts * h < ypts * w)
+            res = (l_int32)((l_float32)w * 72.0 / xpts);
+        else
+            res = (l_int32)((l_float32)h * 72.0 / ypts);
+
+        writeImageCompressedToPSFile(fname, fileout, res, &index);
+    }
+
+    return 0;
+}
+
+
+/*
+ * \brief   writeImageCompressedToPSFile()
+ *
+ * \param[in]     filein      input image file
+ * \param[in]     fileout     output ps file
+ * \param[in]     res         output printer resolution
+ * \param[in,out] pindex      index of image in output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This wraps a single page image in PS.
+ *      (2) The input file can be in any format.  It is compressed as follows:
+ *             * if in tiffg4  -->  use ccittg4
+ *             * if in jpeg    -->  use dct
+ *             * all others    -->  use flate
+ *      (3) Before the first call, set %index = 0.  %index is incremented
+ *          if the page is successfully written.  It is used to decide
+ *          whether to write (index == 0) or append (index > 0) to the file.
+ * 

+ */
+l_ok
+writeImageCompressedToPSFile(const char  *filein,
+                             const char  *fileout,
+                             l_int32      res,
+                             l_int32     *pindex)
+{
+const char  *op;
+l_int32      format, retval;
+
+    PROCNAME("writeImageCompressedToPSFile");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+
+    findFileFormat(filein, &format);
+    if (format == IFF_UNKNOWN) {
+        L_ERROR("format of %s not known\n", procName, filein);
+        return 1;
+    }
+
+    op = (*pindex == 0) ? "w" : "a";
+    if (format == IFF_JFIF_JPEG) {
+        retval = convertJpegToPS(filein, fileout, op, 0, 0,
+                                 res, 1.0, *pindex + 1, TRUE);
+    } else if (format == IFF_TIFF_G4) {
+        retval = convertG4ToPS(filein, fileout, op, 0, 0,
+                               res, 1.0, *pindex + 1, FALSE, TRUE);
+    } else {  /* all other image formats */
+        retval = convertFlateToPS(filein, fileout, op, 0, 0,
+                                  res, 1.0, *pindex + 1, TRUE);
+    }
+    if (retval == 0) (*pindex)++;
+
+    return retval;
+}
+
+
+/*-------------------------------------------------------------*
+ *              Convert mixed text/image files to PS           *
+ *-------------------------------------------------------------*/
+/*
+ * \brief  convertSegmentedPagesToPS()
+ *
+ * \param[in]     pagedir      input page image directory
+ * \param[in]     pagestr      [optional] substring filter on page filenames;
+ *                             can be NULL
+ * \param[in]     page_numpre  number of characters in page name before number
+ * \param[in]     maskdir      input mask image directory
+ * \param[in]     maskstr      [optional] substring filter on mask filenames;
+ *                             can be NULL
+ * \param[in]     mask_numpre  number of characters in mask name before number
+ * \param[in]     numpost      number of characters in names after number
+ * \param[in]     maxnum       only consider page numbers up to this value
+ * \param[in]     textscale    scale of text output relative to pixs
+ * \param[in]     imagescale   scale of image output relative to pixs
+ * \param[in]     threshold    for binarization; typ. about 190; 0 for default
+ * \param[in]     fileout      output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a PS file for all page image and mask files in two
+ *          specified directories and that contain the page numbers as
+ *          specified below.  The two directories can be the same, in which
+ *          case the page and mask files are differentiated by the two
+ *          substrings for string matches.
+ *      (2) The page images are taken in lexicographic order.
+ *          Mask images whose numbers match the page images are used to
+ *          segment the page images.  Page images without a matching
+ *          mask image are scaled, thresholded and rendered entirely as text.
+ *      (3) Each PS page is generated as a compressed representation of
+ *          the page image, where the part of the image under the mask
+ *          is suitably scaled and compressed as DCT (i.e., jpeg), and
+ *          the remaining part of the page is suitably scaled, thresholded,
+ *          compressed as G4 (i.e., tiff g4), and rendered by painting
+ *          black through the resulting text mask.
+ *      (4) The scaling is typically 2x down for the DCT component
+ *          (%imagescale = 0.5) and 2x up for the G4 component
+ *          (%textscale = 2.0).
+ *      (5) The resolution is automatically set to fit to a
+ *          letter-size (8.5 x 11 inch) page.
+ *      (6) Both the DCT and the G4 encoding are PostScript level 2.
+ *      (7) It is assumed that the page number is contained within
+ *          the basename (the filename without directory or extension).
+ *          %page_numpre is the number of characters in the page basename
+ *          preceding the actual page number; %mask_numpre is likewise for
+ *          the mask basename; %numpost is the number of characters
+ *          following the page number.  For example, for mask name
+ *          mask_006.tif, mask_numpre = 5 ("mask_).
+ *      (8) To render a page as is -- that is, with no thresholding
+ *          of any pixels -- use a mask in the mask directory that is
+ *          full size with all pixels set to 1.  If the page is 1 bpp,
+ *          it is not necessary to have a mask.
+ * 

+ */
+l_ok
+convertSegmentedPagesToPS(const char  *pagedir,
+                          const char  *pagestr,
+                          l_int32      page_numpre,
+                          const char  *maskdir,
+                          const char  *maskstr,
+                          l_int32      mask_numpre,
+                          l_int32      numpost,
+                          l_int32      maxnum,
+                          l_float32    textscale,
+                          l_float32    imagescale,
+                          l_int32      threshold,
+                          const char  *fileout)
+{
+l_int32  pageno, i, npages;
+PIX     *pixs, *pixm;
+SARRAY  *sapage, *samask;
+
+    PROCNAME("convertSegmentedPagesToPS");
+
+    if (!pagedir)
+        return ERROR_INT("pagedir not defined", procName, 1);
+    if (!maskdir)
+        return ERROR_INT("maskdir not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (threshold <= 0) {
+        L_INFO("setting threshold to 190\n", procName);
+        threshold = 190;
+    }
+
+        /* Get numbered full pathnames; max size of sarray is maxnum */
+    sapage = getNumberedPathnamesInDirectory(pagedir, pagestr,
+                                             page_numpre, numpost, maxnum);
+    samask = getNumberedPathnamesInDirectory(maskdir, maskstr,
+                                             mask_numpre, numpost, maxnum);
+    sarrayPadToSameSize(sapage, samask, "");
+    if ((npages = sarrayGetCount(sapage)) == 0) {
+        sarrayDestroy(&sapage);
+        sarrayDestroy(&samask);
+        return ERROR_INT("no matching pages found", procName, 1);
+    }
+
+        /* Generate the PS file */
+    pageno = 1;
+    for (i = 0; i < npages; i++) {
+        if ((pixs = pixReadIndexed(sapage, i)) == NULL)
+            continue;
+        pixm = pixReadIndexed(samask, i);
+        pixWriteSegmentedPageToPS(pixs, pixm, textscale, imagescale,
+                                  threshold, pageno, fileout);
+        pixDestroy(&pixs);
+        pixDestroy(&pixm);
+        pageno++;
+    }
+
+    sarrayDestroy(&sapage);
+    sarrayDestroy(&samask);
+    return 0;
+}
+
+
+/*
+ * \brief   pixWriteSegmentedPageToPS()
+ *
+ * \param[in]     pixs      all depths; colormap ok
+ * \param[in]     pixm      [optional] 1 bpp segmentation mask over image region
+ * \param[in]     textscale   scale of text output relative to pixs
+ * \param[in]     imagescale  scale of image output relative to pixs
+ * \param[in]     threshold   for binarization; typ. about 190; 0 for default
+ * \param[in]     pageno    page number in set; use 1 for new output file
+ * \param[in]     fileout   output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates the PS string for a mixed text/image page,
+ *          and adds it to an existing file if %pageno > 1.
+ *          The PS output is determined by fitting the result to
+ *          a letter-size (8.5 x 11 inch) page.
+ *      (2) The two images (pixs and pixm) are at the same resolution
+ *          (typically 300 ppi).  They are used to generate two compressed
+ *          images, pixb and pixc, that are put directly into the output
+ *          PS file.
+ *      (3) pixb is the text component.  In the PostScript world, we think of
+ *          it as a mask through which we paint black.  It is produced by
+ *          scaling pixs by %textscale, and thresholding to 1 bpp.
+ *      (4) pixc is the image component, which is that part of pixs under
+ *          the mask pixm.  It is scaled from pixs by %imagescale.
+ *      (5) Typical values are textscale = 2.0 and imagescale = 0.5.
+ *      (6) If pixm == NULL, the page has only text.  If it is all black,
+ *          the page is all image and has no text.
+ *      (7) This can be used to write a multi-page PS file, by using
+ *          sequential page numbers with the same output file.  It can
+ *          also be used to write separate PS files for each page,
+ *          by using different output files with %pageno = 0 or 1.
+ * 

+ */
+l_ok
+pixWriteSegmentedPageToPS(PIX         *pixs,
+                          PIX         *pixm,
+                          l_float32    textscale,
+                          l_float32    imagescale,
+                          l_int32      threshold,
+                          l_int32      pageno,
+                          const char  *fileout)
+{
+l_int32    alltext, notext, d, ret;
+l_uint32   val;
+l_float32  scaleratio;
+PIX       *pixmi, *pixmis, *pixt, *pixg, *pixsc, *pixb, *pixc;
+
+    PROCNAME("pixWriteSegmentedPageToPS");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (imagescale <= 0.0 || textscale <= 0.0)
+        return ERROR_INT("relative scales must be > 0.0", procName, 1);
+
+        /* Analyze the page.  Determine the ratio by which the
+         * binary text mask is scaled relative to the image part.
+         * If there is no image region (alltext == TRUE), the
+         * text mask will be rendered directly to fit the page,
+         * and scaleratio = 1.0.  */
+    alltext = TRUE;
+    notext = FALSE;
+    scaleratio = 1.0;
+    if (pixm) {
+        pixZero(pixm, &alltext);  /* pixm empty: all text */
+        if (alltext) {
+            pixm = NULL;  /* treat it as not existing here */
+        } else {
+            pixmi = pixInvert(NULL, pixm);
+            pixZero(pixmi, ¬ext);  /* pixm full; no text */
+            pixDestroy(&pixmi);
+            scaleratio = textscale / imagescale;
+        }
+    }
+
+    if (pixGetDepth(pixs) == 1) {  /* render tiff g4 */
+        pixb = pixClone(pixs);
+        pixc = NULL;
+    } else {
+        pixt = pixConvertTo8Or32(pixs, L_CLONE, 0);  /* clone if possible */
+
+            /* Get the binary text mask.  Note that pixg cannot be a
+             * clone of pixs, because it may be altered by pixSetMasked(). */
+        pixb = NULL;
+        if (notext == FALSE) {
+            d = pixGetDepth(pixt);
+            if (d == 8)
+                pixg = pixCopy(NULL, pixt);
+            else  /* d == 32 */
+                pixg = pixConvertRGBToLuminance(pixt);
+            if (pixm)  /* clear out the image parts */
+                pixSetMasked(pixg, pixm, 255);
+            if (textscale == 1.0)
+                pixsc = pixClone(pixg);
+            else if (textscale >= 0.7)
+                pixsc = pixScaleGrayLI(pixg, textscale, textscale);
+            else
+                pixsc = pixScaleAreaMap(pixg, textscale, textscale);
+            pixb = pixThresholdToBinary(pixsc, threshold);
+            pixDestroy(&pixg);
+            pixDestroy(&pixsc);
+        }
+
+            /* Get the scaled image region */
+        pixc = NULL;
+        if (pixm) {
+            if (imagescale == 1.0)
+                pixsc = pixClone(pixt);  /* can possibly be a clone of pixs */
+            else
+                pixsc = pixScale(pixt, imagescale, imagescale);
+
+                /* If pixm is not full, clear the pixels in pixsc
+                 * corresponding to bg in pixm, where there can be text
+                 * that is written through the mask pixb.  Note that
+                 * we could skip this and use pixsc directly in
+                 * pixWriteMixedToPS(); however, clearing these
+                 * non-image regions to a white background will reduce
+                 * the size of pixc (relative to pixsc), and hence
+                 * reduce the size of the PS file that is generated.
+                 * Use a copy so that we don't accidentally alter pixs.  */
+            if (notext == FALSE) {
+                pixmis = pixScale(pixm, imagescale, imagescale);
+                pixmi = pixInvert(NULL, pixmis);
+                val = (d == 8) ? 0xff : 0xffffff00;
+                pixc = pixCopy(NULL, pixsc);
+                pixSetMasked(pixc, pixmi, val);  /* clear non-image part */
+                pixDestroy(&pixmis);
+                pixDestroy(&pixmi);
+            } else {
+                pixc = pixClone(pixsc);
+            }
+            pixDestroy(&pixsc);
+        }
+        pixDestroy(&pixt);
+    }
+
+        /* Generate the PS file.  Don't use bounding boxes. */
+    l_psWriteBoundingBox(FALSE);
+    ret = pixWriteMixedToPS(pixb, pixc, scaleratio, pageno, fileout);
+    l_psWriteBoundingBox(TRUE);
+    pixDestroy(&pixb);
+    pixDestroy(&pixc);
+    return ret;
+}
+
+
+/*
+ * \brief  pixWriteMixedToPS()
+ *
+ * \param[in]     pixb      [optional] 1 bpp mask; typically for text
+ * \param[in]     pixc      [optional] 8 or 32 bpp image regions
+ * \param[in]     scale     scale factor for rendering pixb, relative to pixc;
+ *                          typ. 4.0
+ * \param[in]     pageno    page number in set; use 1 for new output file
+ * \param[in]     fileout   output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This low level function generates the PS string for a mixed
+ *          text/image page, and adds it to an existing file if
+ *          %pageno > 1.
+ *      (2) The two images (pixb and pixc) are typically generated at the
+ *          resolution that they will be rendered in the PS file.
+ *      (3) pixb is the text component.  In the PostScript world, we think of
+ *          it as a mask through which we paint black.
+ *      (4) pixc is the (typically halftone) image component.  It is
+ *          white in the rest of the page.  To minimize the size of the
+ *          PS file, it should be rendered at a resolution that is at
+ *          least equal to its actual resolution.
+ *      (5) %scale gives the ratio of resolution of pixb to pixc.
+ *          Typical resolutions are: 600 ppi for pixb, 150 ppi for pixc;
+ *          so %scale = 4.0.  If one of the images is not defined,
+ *          the value of %scale is ignored.
+ *      (6) We write pixc with DCT compression (jpeg).  This is followed
+ *          by painting the text as black through the mask pixb.  If
+ *          pixc doesn't exist (alltext), we write the text with the
+ *          PS "image" operator instead of the "imagemask" operator,
+ *          because ghostscript's ps2pdf is flaky when the latter is used.
+ *      (7) The actual output resolution is determined by fitting the
+ *          result to a letter-size (8.5 x 11 inch) page.
+ * 
+ */
+l_ok
+pixWriteMixedToPS(PIX         *pixb,
+                  PIX         *pixc,
+                  l_float32    scale,
+                  l_int32      pageno,
+                  const char  *fileout)
+{
+char        *tname;
+const char  *op;
+l_int32      resb, resc, endpage, maskop, ret;
+
+    PROCNAME("pixWriteMixedToPS");
+
+    if (!pixb && !pixc)
+        return ERROR_INT("pixb and pixc both undefined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+        /* Compute the resolution that fills a letter-size page. */
+    if (!pixc) {
+       resb = getResLetterPage(pixGetWidth(pixb), pixGetHeight(pixb), 0);
+    } else {
+       resc = getResLetterPage(pixGetWidth(pixc), pixGetHeight(pixc), 0);
+       if (pixb)
+           resb = (l_int32)(scale * resc);
+    }
+
+        /* Write the jpeg image first */
+    if (pixc) {
+        tname = l_makeTempFilename();
+        pixWrite(tname, pixc, IFF_JFIF_JPEG);
+        endpage = (pixb) ? FALSE : TRUE;
+        op = (pageno <= 1) ? "w" : "a";
+        ret = convertJpegToPS(tname, fileout, op, 0, 0, resc, 1.0,
+                              pageno, endpage);
+        lept_rmfile(tname);
+        LEPT_FREE(tname);
+        if (ret)
+            return ERROR_INT("jpeg data not written", procName, 1);
+    }
+
+        /* Write the binary data, either directly or, if there is
+         * a jpeg image on the page, through the mask. */
+    if (pixb) {
+        tname = l_makeTempFilename();
+        pixWrite(tname, pixb, IFF_TIFF_G4);
+        op = (pageno <= 1 && !pixc) ? "w" : "a";
+        maskop = (pixc) ? 1 : 0;
+        ret = convertG4ToPS(tname, fileout, op, 0, 0, resb, 1.0,
+                            pageno, maskop, 1);
+        lept_rmfile(tname);
+        LEPT_FREE(tname);
+        if (ret)
+            return ERROR_INT("tiff data not written", procName, 1);
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *            Convert any image file to PS for embedding       *
+ *-------------------------------------------------------------*/
+/*
+ * \brief  convertToPSEmbed()
+ *
+ * \param[in]     filein    input image file, any format
+ * \param[in]     fileout   output ps file
+ * \param[in]     level     PostScript compression: 1 (uncompressed), 2 or 3
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper function that generates a PS file with
+ *          a bounding box, from any input image file.
+ *      (2) Do the best job of compression given the specified level.
+ *          %level=3 does flate compression on anything that is not
+ *          tiffg4 (1 bpp) or jpeg (8 bpp or rgb).
+ *      (3) If %level=2 and the file is not tiffg4 or jpeg, it will
+ *          first be written to file as jpeg with quality = 75.
+ *          This will remove the colormap and cause some degradation
+ *          in the image.
+ *      (4) The bounding box is required when a program such as TeX
+ *          (through epsf) places and rescales the image.  It is
+ *          sized for fitting the image to an 8.5 x 11.0 inch page.
+ * 

+ */
+l_ok
+convertToPSEmbed(const char  *filein,
+                 const char  *fileout,
+                 l_int32      level)
+{
+char    *tname;
+l_int32  d, format;
+PIX     *pix, *pixs;
+
+    PROCNAME("convertToPSEmbed");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (level != 1 && level != 2 && level != 3) {
+        L_ERROR("invalid level specified; using level 2\n", procName);
+        level = 2;
+    }
+
+    if (level == 1) {  /* no compression */
+        pixWritePSEmbed(filein, fileout);
+        return 0;
+    }
+
+        /* Find the format and write out directly if in jpeg or tiff g4 */
+    findFileFormat(filein, &format);
+    if (format == IFF_JFIF_JPEG) {
+        convertJpegToPSEmbed(filein, fileout);
+        return 0;
+    } else if (format == IFF_TIFF_G4) {
+        convertG4ToPSEmbed(filein, fileout);
+        return 0;
+    } else if (format == IFF_UNKNOWN) {
+        L_ERROR("format of %s not known\n", procName, filein);
+        return 1;
+    }
+
+        /* If level 3, flate encode. */
+    if (level == 3) {
+        convertFlateToPSEmbed(filein, fileout);
+        return 0;
+    }
+
+        /* OK, it's level 2, so we must convert to jpeg or tiff g4 */
+    if ((pixs = pixRead(filein)) == NULL)
+        return ERROR_INT("image not read from file", procName, 1);
+    d = pixGetDepth(pixs);
+    if ((d == 2 || d == 4) && !pixGetColormap(pixs))
+        pix = pixConvertTo8(pixs, 0);
+    else if (d == 16)
+        pix = pixConvert16To8(pixs, L_MS_BYTE);
+    else
+        pix = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    pixDestroy(&pixs);
+    if (!pix)
+        return ERROR_INT("converted pix not made", procName, 1);
+
+    d = pixGetDepth(pix);
+    tname = l_makeTempFilename();
+    if (d == 1) {
+        if (pixWrite(tname, pix, IFF_TIFF_G4)) {
+            LEPT_FREE(tname);
+            pixDestroy(&pix);
+            return ERROR_INT("g4 tiff not written", procName, 1);
+        }
+        convertG4ToPSEmbed(tname, fileout);
+    } else {
+        if (pixWrite(tname, pix, IFF_JFIF_JPEG)) {
+            LEPT_FREE(tname);
+            pixDestroy(&pix);
+            return ERROR_INT("jpeg not written", procName, 1);
+        }
+        convertJpegToPSEmbed(tname, fileout);
+    }
+
+    lept_rmfile(tname);
+    LEPT_FREE(tname);
+    pixDestroy(&pix);
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *              Write all images in a pixa out to PS           *
+ *-------------------------------------------------------------*/
+/*
+ * \brief  pixaWriteCompressedToPS()
+ *
+ * \param[in]     pixa      any set of images
+ * \param[in]     fileout   output ps file
+ * \param[in]     res       resolution for the set of input images
+ * \param[in]     level     PostScript compression capability: 2 or 3
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a PostScript file of multiple page images,
+ *          all with bounding boxes.
+ *      (2) See pixWriteCompressedToPS() for details.
+ *      (3) To generate a pdf from %fileout, use:
+ *             ps2pdf  
+ * 

+ */
+l_ok
+pixaWriteCompressedToPS(PIXA        *pixa,
+                        const char  *fileout,
+                        l_int32      res,
+                        l_int32      level)
+{
+l_int32  i, n, index, ret;
+PIX     *pix;
+
+    PROCNAME("pixaWriteCompressedToPS");
+
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (level != 2 && level != 3) {
+        L_ERROR("only levels 2 and 3 permitted; using level 2\n", procName);
+        level = 2;
+    }
+
+    index = 0;
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        ret = pixWriteCompressedToPS(pix, fileout, res, level, &index);
+        if (ret) L_ERROR("PS string not written for image %d\n", procName, i);
+        pixDestroy(&pix);
+    }
+    return 0;
+}
+
+
+/*
+ * \brief  pixWriteCompressedToPS()
+ *
+ * \param[in]      pix        any depth; colormap OK
+ * \param[in]      fileout    output ps file
+ * \param[in]      res        of input image
+ * \param[in]      level      PostScript compression capability: 2 or 3
+ * \param[in,out]  pindex     index of image in output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a PostScript string for %pix, and writes it
+ *          to a file, with a bounding box.
+ *      (2) *pindex keeps track of the number of images that have been
+ *          written to %fileout.  If this is the first image to be
+ *          converted, set *pindex == 0 before passing it in.  If the
+ *          PostScript string is successfully generated, this will increment
+ *          *pindex.  If *pindex > 0, the PostScript string will be
+ *          appended to %fileout.
+ *      (3) PostScript level 2 enables lossless tiffg4 and lossy jpeg
+ *          compression.  Level 3 adds lossless flate (essentially gzip)
+ *          compression.
+ *          * For images with a colormap, lossless flate is often better in
+ *            both quality and size than jpeg.
+ *          * The decision for images without a colormap affects compression
+ *            efficiency: %level2 (jpeg) is usually better than %level3 (flate)
+ *          * Because jpeg does not handle 16 bpp, if %level == 2, the image
+ *            is converted to 8 bpp (using MSB) and compressed with jpeg,
+ *              cmap + level2:        jpeg
+ *              cmap + level3:        flate
+ *              1 bpp:                tiffg4
+ *              2 or 4 bpp + level2:  jpeg
+ *              2 or 4 bpp + level3:  flate
+ *              8 bpp + level2:       jpeg
+ *              8 bpp + level3:       flate
+ *              16 bpp + level2:      jpeg   [converted to 8 bpp, with warning]
+ *              16 bpp + level3:      flate
+ *              32 bpp + level2:      jpeg
+ *              32 bpp + level3:      flate
+ * 

+ */
+l_ok
+pixWriteCompressedToPS(PIX         *pix,
+                       const char  *fileout,
+                       l_int32      res,
+                       l_int32      level,
+                       l_int32     *pindex)
+{
+char     *tname;
+l_int32   writeout, d;
+PIX      *pixt;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixWriteCompressedToPS");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (level != 2 && level != 3) {
+        L_ERROR("only levels 2 and 3 permitted; using level 2\n", procName);
+        level = 2;
+    }
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+
+    tname = l_makeTempFilename();
+    writeout = TRUE;
+    d = pixGetDepth(pix);
+    cmap = pixGetColormap(pix);
+    if (d == 1) {
+        if (pixWrite(tname, pix, IFF_TIFF_G4))
+            writeout = FALSE;
+    } else if (level == 3) {
+        if (pixWrite(tname, pix, IFF_PNG))
+            writeout = FALSE;
+    } else {  /* level == 2 */
+        if (cmap) {
+            pixt = pixConvertForPSWrap(pix);
+            if (pixWrite(tname, pixt, IFF_JFIF_JPEG))
+                writeout = FALSE;
+            pixDestroy(&pixt);
+        } else if (d == 16) {
+            L_WARNING("d = 16; converting to 8 bpp for jpeg\n", procName);
+            pixt = pixConvert16To8(pix, L_MS_BYTE);
+            if (pixWrite(tname, pixt, IFF_JFIF_JPEG))
+                writeout = FALSE;
+            pixDestroy(&pixt);
+        } else if (d == 2 || d == 4) {
+            pixt = pixConvertTo8(pix, 0);
+            if (pixWrite(tname, pixt, IFF_JFIF_JPEG))
+                writeout = FALSE;
+            pixDestroy(&pixt);
+        } else if (d == 8 || d == 32) {
+            if (pixWrite(tname, pix, IFF_JFIF_JPEG))
+                writeout = FALSE;
+        } else {  /* shouldn't happen */
+            L_ERROR("invalid depth with level 2: %d\n", procName, d);
+            writeout = FALSE;
+        }
+    }
+
+    if (writeout)
+        writeImageCompressedToPSFile(tname, fileout, res, pindex);
+
+    if (lept_rmfile(tname) != 0)
+        L_ERROR("temp file %s was not deleted\n", procName, tname);
+    LEPT_FREE(tname);
+    return (writeout) ? 0 : 1;
+}
+
+/* --------------------------------------------*/
+#endif  /* USE_PSIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/psio1stub.c b/3rdparty/hgOCR/leptonica/psio1stub.c
new file mode 100644
index 00000000..96a044c7
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/psio1stub.c
@@ -0,0 +1,133 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file psio1stub.c
+ * 
+ *
+ *     Stubs for psio1.c functions
+ * 

+ */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !USE_PSIO   /* defined in environ.h */
+/* --------------------------------------------*/
+
+l_ok convertFilesToPS(const char *dirin, const char *substr,
+                      l_int32 res, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertFilesToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok sarrayConvertFilesToPS(SARRAY *sa, l_int32 res, const char *fileout)
+{
+    return ERROR_INT("function not present", "sarrayConvertFilesToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertFilesFittedToPS(const char *dirin, const char *substr,
+                            l_float32 xpts, l_float32 ypts,
+                            const char *fileout)
+{
+    return ERROR_INT("function not present", "convertFilesFittedToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok sarrayConvertFilesFittedToPS(SARRAY *sa, l_float32 xpts,
+                                  l_float32 ypts, const char *fileout)
+{
+    return ERROR_INT("function not present", "sarrayConvertFilesFittedToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok writeImageCompressedToPSFile(const char *filein, const char *fileout,
+                                  l_int32 res, l_int32 *pindex)
+{
+    return ERROR_INT("function not present", "writeImageCompressedToPSFile", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertSegmentedPagesToPS(const char *pagedir, const char *pagestr,
+                               l_int32 page_numpre, const char *maskdir,
+                               const char *maskstr, l_int32 mask_numpre,
+                               l_int32 numpost, l_int32 maxnum,
+                               l_float32 textscale, l_float32 imagescale,
+                               l_int32 threshold, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertSegmentedPagesToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteSegmentedPageToPS(PIX *pixs, PIX *pixm, l_float32 textscale,
+                               l_float32 imagescale, l_int32 threshold,
+                               l_int32 pageno, const char *fileout)
+{
+    return ERROR_INT("function not present", "pixWriteSegmentedPagesToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMixedToPS(PIX *pixb, PIX *pixc, l_float32 scale,
+                       l_int32 pageno, const char *fileout)
+{
+    return ERROR_INT("function not present", "pixWriteMixedToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertToPSEmbed(const char *filein, const char *fileout, l_int32 level)
+{
+    return ERROR_INT("function not present", "convertToPSEmbed", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixaWriteCompressedToPS(PIXA *pixa, const char *fileout,
+                             l_int32 res, l_int32 level)
+{
+    return ERROR_INT("function not present", "pixaWriteCompressedtoPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteCompressedToPS(PIX *pix, const char *fileout, l_int32 res,
+                            l_int32 level, l_int32 *pindex)
+{
+    return ERROR_INT("function not present", "pixWriteCompressedtoPS", 1);
+}
+
+/* --------------------------------------------*/
+#endif  /* !USE_PSIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/psio2.c b/3rdparty/hgOCR/leptonica/psio2.c
new file mode 100644
index 00000000..de6d0a2f
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/psio2.c
@@ -0,0 +1,2041 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file psio2.c
+ * 
+ *
+ *    |=============================================================|
+ *    |                         Important note                      |
+ *    |=============================================================|
+ *    | Some of these functions require I/O libraries such as       |
+ *    | libtiff, libjpeg, and libz.  If you do not have these       |
+ *    | libraries, some calls will fail.                            |
+ *    |                                                             |
+ *    | You can manually deactivate all PostScript writing by       |
+ *    | setting this in environ.h:                                  |
+ *    | \code                                                       |
+ *    |     #define  USE_PSIO     0                                 |
+ *    | \endcode                                                    |
+ *    | in environ.h.  This will link psio2stub.c                   |
+ *    |=============================================================|
+ *
+ *     These are lower-level functions that implement a PostScript
+ *     "device driver" for wrapping images in PostScript.  The images
+ *     can be rendered by a PostScript interpreter for viewing,
+ *     using evince or gv.  They can also be rasterized for printing,
+ *     using gs or an embedded interpreter in a PostScript printer.
+ *     And they can be converted to a pdf using gs (ps2pdf).
+ *
+ *     For uncompressed images
+ *          l_int32              pixWritePSEmbed()
+ *          l_int32              pixWriteStreamPS()
+ *          char                *pixWriteStringPS()
+ *          char                *generateUncompressedPS()
+ *          static void          getScaledParametersPS()
+ *          static l_int32       convertByteToHexAscii()
+ *
+ *     For jpeg compressed images (use dct compression)
+ *          l_int32              convertJpegToPSEmbed()
+ *          l_int32              convertJpegToPS()
+ *          static l_int32       convertJpegToPSString()
+ *          static char         *generateJpegPS()
+ *
+ *     For g4 fax compressed images (use ccitt g4 compression)
+ *          l_int32              convertG4ToPSEmbed()
+ *          l_int32              convertG4ToPS()
+ *          static l_int32       convertG4ToPSString()
+ *          static char         *generateG4PS()
+ *
+ *     For multipage tiff images
+ *          l_int32              convertTiffMultipageToPS()
+ *
+ *     For flate (gzip) compressed images (e.g., png)
+ *          l_int32              convertFlateToPSEmbed()
+ *          l_int32              convertFlateToPS()
+ *          static l_int32       convertFlateToPSString()
+ *          static char         *generateFlatePS()
+ *
+ *     Write to memory
+ *          l_int32              pixWriteMemPS()
+ *
+ *     Converting resolution
+ *          l_int32              getResLetterPage()
+ *          static l_int32       getResA4Page()
+ *
+ *     Setting flag for writing bounding box hint
+ *          void                 l_psWriteBoundingBox()
+ *
+ *  See psio1.c for higher-level functions and their usage.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  USE_PSIO   /* defined in environ.h */
+ /* --------------------------------------------*/
+
+    /* Set default for writing bounding box hint */
+static l_int32  var_PS_WRITE_BOUNDING_BOX = 1;
+
+//static const l_int32  Bufsize         = 512;
+#define Bufsize 512
+static const l_int32  DefaultInputRes = 300;  /* typical scan res, ppi */
+static const l_int32  MinRes          = 5;
+static const l_int32  MaxRes          = 3000;
+
+    /* For computing resolution that fills page to desired amount */
+static const l_int32  LetterWidth  = 612;   /* points */
+static const l_int32  LetterHeight = 792;   /* points */
+static const l_int32  A4Width      = 595;   /* points */
+static const l_int32  A4Height     = 842;   /* points */
+static const l_float32  DefaultFillFraction = 0.95;
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_JPEG       0
+#define  DEBUG_G4         0
+#define  DEBUG_FLATE      0
+#endif  /* ~NO_CONSOLE_IO */
+
+/* Note that the bounding box hint at the top of the generated PostScript
+ * file is required for the "*Embed" functions.  These generate a
+ * PostScript file for an individual image that can be translated and
+ * scaled by an application that embeds the image in its output
+ * (e.g., in the PS output from a TeX file).
+ * However, bounding box hints should not be embedded in any
+ * PostScript image that will be composited with other images,
+ * where more than one image may be placed in an arbitrary location
+ * on a page.  */
+
+    /* Static helper functions */
+static void getScaledParametersPS(BOX *box, l_int32 wpix, l_int32 hpix,
+                                  l_int32 res, l_float32 scale,
+                                  l_float32 *pxpt, l_float32 *pypt,
+                                  l_float32 *pwpt, l_float32 *phpt);
+static void convertByteToHexAscii(l_uint8 byteval, char *pnib1, char *pnib2);
+static l_ok convertJpegToPSString(const char *filein, char **poutstr,
+                                  l_int32 *pnbytes, l_int32 x, l_int32 y,
+                                  l_int32 res, l_float32 scale,
+                                  l_int32 pageno, l_int32 endpage);
+static char *generateJpegPS(const char *filein, L_COMP_DATA *cid,
+                            l_float32 xpt, l_float32 ypt, l_float32 wpt,
+                            l_float32 hpt, l_int32 pageno, l_int32 endpage);
+static l_ok convertG4ToPSString(const char *filein, char **poutstr,
+                                l_int32 *pnbytes, l_int32 x, l_int32 y,
+                                l_int32 res, l_float32 scale, l_int32 pageno,
+                                l_int32 maskflag, l_int32 endpage);
+static char *generateG4PS(const char *filein, L_COMP_DATA *cid, l_float32 xpt,
+                          l_float32 ypt, l_float32 wpt, l_float32 hpt,
+                          l_int32 maskflag, l_int32 pageno, l_int32 endpage);
+static l_ok convertFlateToPSString(const char *filein, char **poutstr,
+                                   l_int32 *pnbytes, l_int32 x, l_int32 y,
+                                   l_int32 res, l_float32 scale,
+                                   l_int32 pageno, l_int32 endpage);
+static char *generateFlatePS(const char *filein, L_COMP_DATA *cid,
+                             l_float32 xpt, l_float32 ypt, l_float32 wpt,
+                             l_float32 hpt, l_int32 pageno, l_int32 endpage);
+
+
+/*-------------------------------------------------------------*
+ *                  For uncompressed images                    *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixWritePSEmbed()
+ *
+ * \param[in]    filein    input file, all depths, colormap OK
+ * \param[in]    fileout   output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a simple wrapper function that generates an
+ *          uncompressed PS file, with a bounding box.
+ *      (2) The bounding box is required when a program such as TeX
+ *          (through epsf) places and rescales the image.
+ *      (3) The bounding box is sized for fitting the image to an
+ *          8.5 x 11.0 inch page.
+ * 

+ */
+l_ok
+pixWritePSEmbed(const char  *filein,
+                const char  *fileout)
+{
+l_int32    w, h, ret;
+l_float32  scale;
+FILE      *fp;
+PIX       *pix;
+
+    PROCNAME("pixWritePSEmbed");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((pix = pixRead(filein)) == NULL)
+        return ERROR_INT("image not read from file", procName, 1);
+    w = pixGetWidth(pix);
+    h = pixGetHeight(pix);
+    if (w * 11.0 > h * 8.5)
+        scale = 8.5 * 300. / (l_float32)w;
+    else
+        scale = 11.0 * 300. / (l_float32)h;
+
+    if ((fp = fopenWriteStream(fileout, "wb")) == NULL)
+        return ERROR_INT("file not opened for write", procName, 1);
+    ret = pixWriteStreamPS(fp, pix, NULL, 0, scale);
+    fclose(fp);
+
+    pixDestroy(&pix);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixWriteStreamPS()
+ *
+ * \param[in]    fp      file stream
+ * \param[in]    pix
+ * \param[in]    box     [optional]
+ * \param[in]    res     can use 0 for default of 300 ppi
+ * \param[in]    scale   to prevent scaling, use either 1.0 or 0.0
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This writes image in PS format, optionally scaled,
+ *          adjusted for the printer resolution, and with
+ *          a bounding box.
+ *      (2) For details on use of parameters, see pixWriteStringPS().
+ * 

+ */
+l_ok
+pixWriteStreamPS(FILE      *fp,
+                 PIX       *pix,
+                 BOX       *box,
+                 l_int32    res,
+                 l_float32  scale)
+{
+char    *outstr;
+l_int32  length;
+PIX     *pixc;
+
+    PROCNAME("pixWriteStreamPS");
+
+    if (!fp)
+        return (l_int32)ERROR_INT("stream not open", procName, 1);
+    if (!pix)
+        return (l_int32)ERROR_INT("pix not defined", procName, 1);
+
+    if ((pixc = pixConvertForPSWrap(pix)) == NULL)
+        return (l_int32)ERROR_INT("pixc not made", procName, 1);
+
+    if ((outstr = pixWriteStringPS(pixc, box, res, scale)) == NULL) {
+        pixDestroy(&pixc);
+        return (l_int32)ERROR_INT("outstr not made", procName, 1);
+    }
+    length = strlen(outstr);
+    fwrite(outstr, 1, length, fp);
+    LEPT_FREE(outstr);
+    pixDestroy(&pixc);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteStringPS()
+ *
+ * \param[in]    pixs   all depths, colormap OK
+ * \param[in]    box    bounding box; can be NULL
+ * \param[in]    res    resolution, in printer ppi.  Use 0 for default 300 ppi.
+ * \param[in]    scale  scale factor.  If no scaling is desired, use
+ *                      either 1.0 or 0.0.   Scaling just resets the resolution
+ *                      parameter; the actual scaling is done in the
+ *                      interpreter at rendering time.  This is important:
+ *                      it allows you to scale the image up without
+ *                      increasing the file size.
+ * \return  ps string if OK, or NULL on error
+ *
+ * 
+ * a) If %box == NULL, image is placed, optionally scaled,
+ *      in a standard b.b. at the center of the page.
+ *      This is to be used when another program like
+ *      TeX through epsf places the image.
+ * b) If %box != NULL, image is placed without a
+ *      b.b. at the specified page location and with
+ *      optional scaling.  This is to be used when
+ *      you want to specify exactly where and optionally
+ *      how big you want the image to be.
+ *      Note that all coordinates are in PS convention,
+ *      with 0,0 at LL corner of the page:
+ *          x,y    location of LL corner of image, in mils.
+ *          w,h    scaled size, in mils.  Use 0 to
+ *                 scale with "scale" and "res" input.
+ *
+ * %scale: If no scaling is desired, use either 1.0 or 0.0.
+ * Scaling just resets the resolution parameter; the actual
+ * scaling is done in the interpreter at rendering time.
+ * This is important: * it allows you to scale the image up
+ * without increasing the file size.
+ *
+ * Notes:
+ *      (1) OK, this seems a bit complicated, because there are various
+ *          ways to scale and not to scale.  Here's a summary:
+ *      (2) If you don't want any scaling at all:
+ *           * if you are using a box:
+ *               set w = 0, h = 0, and use scale = 1.0; it will print
+ *               each pixel unscaled at printer resolution
+ *           * if you are not using a box:
+ *               set scale = 1.0; it will print at printer resolution
+ *      (3) If you want the image to be a certain size in inches:
+ *           * you must use a box and set the box (w,h) in mils
+ *      (4) If you want the image to be scaled by a scale factor != 1.0:
+ *           * if you are using a box:
+ *               set w = 0, h = 0, and use the desired scale factor;
+ *               the higher the printer resolution, the smaller the
+ *               image will actually appear.
+ *           * if you are not using a box:
+ *               set the desired scale factor; the higher the printer
+ *               resolution, the smaller the image will actually appear.
+ *      (5) Another complication is the proliferation of distance units:
+ *           * The interface distances are in milli-inches.
+ *           * Three different units are used internally:
+ *              ~ pixels  (units of 1/res inch)
+ *              ~ printer pts (units of 1/72 inch)
+ *              ~ inches
+ *           * Here is a quiz on volume units from a reviewer:
+ *             How many UK milli-cups in a US kilo-teaspoon?
+ *               (Hint: 1.0 US cup = 0.75 UK cup + 0.2 US gill;
+ *                      1.0 US gill = 24.0 US teaspoons)
+ * 

+ */
+char *
+pixWriteStringPS(PIX       *pixs,
+                 BOX       *box,
+                 l_int32    res,
+                 l_float32  scale)
+{
+char       nib1, nib2;
+char      *hexdata, *outstr;
+l_uint8    byteval;
+l_int32    i, j, k, w, h, d;
+l_float32  wpt, hpt, xpt, ypt;
+l_int32    wpl, psbpl, hexbytes, boxflag, bps;
+l_uint32  *line, *data;
+PIX       *pix;
+
+    PROCNAME("pixWriteStringPS");
+
+    if (!pixs)
+        return (char *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    if ((pix = pixConvertForPSWrap(pixs)) == NULL)
+        return (char *)ERROR_PTR("pix not made", procName, NULL);
+    pixGetDimensions(pix, &w, &h, &d);
+
+        /* Get the factors by which PS scales and translates, in pts */
+    if (!box)
+        boxflag = 0;  /* no scaling; b.b. at center */
+    else
+        boxflag = 1;  /* no b.b., specify placement and optional scaling */
+    getScaledParametersPS(box, w, h, res, scale, &xpt, &ypt, &wpt, &hpt);
+
+    if (d == 1)
+        bps = 1;  /* bits/sample */
+    else  /* d == 8 || d == 32 */
+        bps = 8;
+
+        /* Convert image data to hex string.  psbpl is the number of
+         * bytes in each raster line when it is packed to the byte
+         * boundary (not the 32 bit word boundary, as with the pix).
+         * When converted to hex, the hex string has 2 bytes for
+         * every byte of raster data. */
+    wpl = pixGetWpl(pix);
+    if (d == 1 || d == 8)
+        psbpl = (w * d + 7) / 8;
+    else /* d == 32 */
+        psbpl = 3 * w;
+    data = pixGetData(pix);
+    hexbytes = 2 * psbpl * h;  /* size of ps hex array */
+    if ((hexdata = (char *)LEPT_CALLOC(hexbytes + 1, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("hexdata not made", procName, NULL);
+    if (d == 1 || d == 8) {
+        for (i = 0, k = 0; i < h; i++) {
+            line = data + i * wpl;
+            for (j = 0; j < psbpl; j++) {
+                byteval = GET_DATA_BYTE(line, j);
+                convertByteToHexAscii(byteval, &nib1, &nib2);
+                hexdata[k++] = nib1;
+                hexdata[k++] = nib2;
+            }
+        }
+    } else  {  /* d == 32; hexdata bytes packed RGBRGB..., 2 per sample */
+        for (i = 0, k = 0; i < h; i++) {
+            line = data + i * wpl;
+            for (j = 0; j < w; j++) {
+                byteval = GET_DATA_BYTE(line + j, 0);  /* red */
+                convertByteToHexAscii(byteval, &nib1, &nib2);
+                hexdata[k++] = nib1;
+                hexdata[k++] = nib2;
+                byteval = GET_DATA_BYTE(line + j, 1);  /* green */
+                convertByteToHexAscii(byteval, &nib1, &nib2);
+                hexdata[k++] = nib1;
+                hexdata[k++] = nib2;
+                byteval = GET_DATA_BYTE(line + j, 2);  /* blue */
+                convertByteToHexAscii(byteval, &nib1, &nib2);
+                hexdata[k++] = nib1;
+                hexdata[k++] = nib2;
+            }
+        }
+    }
+    hexdata[k] = '\0';
+
+    outstr = generateUncompressedPS(hexdata, w, h, d, psbpl, bps,
+                                    xpt, ypt, wpt, hpt, boxflag);
+    pixDestroy(&pix);
+    if (!outstr)
+        return (char *)ERROR_PTR("outstr not made", procName, NULL);
+    return outstr;
+}
+
+
+/*!
+ * \brief   generateUncompressedPS()
+ *
+ * \param[in]    hexdata
+ * \param[in]    w, h       raster image size in pixels
+ * \param[in]    d          image depth in bpp; rgb is 32
+ * \param[in]    psbpl      raster bytes/line, when packed to the byte boundary
+ * \param[in]    bps        bits/sample: either 1 or 8
+ * \param[in]    xpt, ypt   location of LL corner of image, in pts, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                          of the page
+ * \param[in]    wpt, hpt   rendered image size in pts
+ * \param[in]    boxflag    1 to print out bounding box hint; 0 to skip
+ * \return  PS string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Low-level function.
+ * 

+ */
+char *
+generateUncompressedPS(char      *hexdata,
+                       l_int32    w,
+                       l_int32    h,
+                       l_int32    d,
+                       l_int32    psbpl,
+                       l_int32    bps,
+                       l_float32  xpt,
+                       l_float32  ypt,
+                       l_float32  wpt,
+                       l_float32  hpt,
+                       l_int32    boxflag)
+{
+char    *outstr;
+char     bigbuf[Bufsize];
+SARRAY  *sa;
+
+    PROCNAME("generateUncompressedPS");
+
+    if (!hexdata)
+        return (char *)ERROR_PTR("hexdata not defined", procName, NULL);
+
+    sa = sarrayCreate(0);
+    sarrayAddString(sa, "%!Adobe-PS", L_COPY);
+    if (boxflag == 0) {
+        snprintf(bigbuf, sizeof(bigbuf),
+                 "%%%%BoundingBox: %7.2f %7.2f %7.2f %7.2f",
+                 xpt, ypt, xpt + wpt, ypt + hpt);
+        sarrayAddString(sa, bigbuf, L_COPY);
+    } else {  /* boxflag == 1 */
+        sarrayAddString(sa, "gsave", L_COPY);
+    }
+
+    if (d == 1)
+        sarrayAddString(sa,
+              "{1 exch sub} settransfer    %invert binary", L_COPY);
+
+    snprintf(bigbuf, sizeof(bigbuf),
+            "/bpl %d string def         %%bpl as a string", psbpl);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+           "%7.2f %7.2f translate         %%set image origin in pts", xpt, ypt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+            "%7.2f %7.2f scale             %%set image size in pts", wpt, hpt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+            "%d %d %d                 %%image dimensions in pixels", w, h, bps);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+            "[%d %d %d %d %d %d]     %%mapping matrix: [w 0 0 -h 0 h]",
+            w, 0, 0, -h, 0, h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    if (boxflag == 0) {
+        if (d == 1 || d == 8)
+            sarrayAddString(sa,
+                "{currentfile bpl readhexstring pop} image", L_COPY);
+        else  /* d == 32 */
+            sarrayAddString(sa,
+                "{currentfile bpl readhexstring pop} false 3 colorimage",
+                L_COPY);
+    } else {  /* boxflag == 1 */
+        if (d == 1 || d == 8)
+            sarrayAddString(sa,
+                "{currentfile bpl readhexstring pop} bind image", L_COPY);
+        else  /* d == 32 */
+            sarrayAddString(sa,
+                "{currentfile bpl readhexstring pop} bind false 3 colorimage",
+                L_COPY);
+    }
+
+    sarrayAddString(sa, hexdata, L_INSERT);
+
+    if (boxflag == 0)
+        sarrayAddString(sa, "\nshowpage", L_COPY);
+    else  /* boxflag == 1 */
+        sarrayAddString(sa, "\ngrestore", L_COPY);
+
+    outstr = sarrayToString(sa, 1);
+    sarrayDestroy(&sa);
+    if (!outstr) L_ERROR("outstr not made\n", procName);
+    return outstr;
+}
+
+
+/*!
+ * \brief   getScaledParametersPS()
+ *
+ * \param[in]    box     [optional] location of image in mils; x,y is LL corner
+ * \param[in]    wpix    pix width in pixels
+ * \param[in]    hpix    pix height in pixels
+ * \param[in]    res     of printer; use 0 for default
+ * \param[in]    scale   use 1.0 or 0.0 for no scaling
+ * \param[out]   pxpt    location of llx in pts
+ * \param[out]   pypt    location of lly in pts
+ * \param[out]   pwpt    image width in pts
+ * \param[out]   phpt    image height in pts
+ * \return  void no arg checking
+ *
+ * 
+ * Notes:
+ *      (1) The image is always scaled, depending on res and scale.
+ *      (2) If no box, the image is centered on the page.
+ *      (3) If there is a box, the image is placed within it.
+ * 

+ */
+static void
+getScaledParametersPS(BOX        *box,
+                      l_int32     wpix,
+                      l_int32     hpix,
+                      l_int32     res,
+                      l_float32   scale,
+                      l_float32  *pxpt,
+                      l_float32  *pypt,
+                      l_float32  *pwpt,
+                      l_float32  *phpt)
+{
+l_int32    bx, by, bw, bh;
+l_float32  winch, hinch, xinch, yinch, fres;
+
+    PROCNAME("getScaledParametersPS");
+
+    if (res == 0)
+        res = DefaultInputRes;
+    fres = (l_float32)res;
+
+        /* Allow the PS interpreter to scale the resolution */
+    if (scale == 0.0)
+        scale = 1.0;
+    if (scale != 1.0) {
+        fres = (l_float32)res / scale;
+        res = (l_int32)fres;
+    }
+
+        /* Limit valid resolution interval */
+    if (res < MinRes || res > MaxRes) {
+        L_WARNING("res %d out of bounds; using default res; no scaling\n",
+                  procName, res);
+        res = DefaultInputRes;
+        fres = (l_float32)res;
+    }
+
+    if (!box) {  /* center on page */
+        winch = (l_float32)wpix / fres;
+        hinch = (l_float32)hpix / fres;
+        xinch = (8.5 - winch) / 2.;
+        yinch = (11.0 - hinch) / 2.;
+    } else {
+        boxGetGeometry(box, &bx, &by, &bw, &bh);
+        if (bw == 0)
+            winch = (l_float32)wpix / fres;
+        else
+            winch = (l_float32)bw / 1000.;
+        if (bh == 0)
+            hinch = (l_float32)hpix / fres;
+        else
+            hinch = (l_float32)bh / 1000.;
+        xinch = (l_float32)bx / 1000.;
+        yinch = (l_float32)by / 1000.;
+    }
+
+    if (xinch < 0)
+        L_WARNING("left edge < 0.0 inch\n", procName);
+    if (xinch + winch > 8.5)
+        L_WARNING("right edge > 8.5 inch\n", procName);
+    if (yinch < 0.0)
+        L_WARNING("bottom edge < 0.0 inch\n", procName);
+    if (yinch + hinch > 11.0)
+        L_WARNING("top edge > 11.0 inch\n", procName);
+
+    *pwpt = 72. * winch;
+    *phpt = 72. * hinch;
+    *pxpt = 72. * xinch;
+    *pypt = 72. * yinch;
+    return;
+}
+
+
+/*!
+ * \brief   convertByteToHexAscii()
+ *
+ * \param[in]    byteval        input byte
+ * \param[out]   pnib1, pnib2   two hex ascii characters
+ * \return  void
+ */
+static void
+convertByteToHexAscii(l_uint8  byteval,
+                      char    *pnib1,
+                      char    *pnib2)
+{
+l_uint8  nib;
+
+    nib = byteval >> 4;
+    if (nib < 10)
+        *pnib1 = '0' + nib;
+    else
+        *pnib1 = 'a' + (nib - 10);
+    nib = byteval & 0xf;
+    if (nib < 10)
+        *pnib2 = '0' + nib;
+    else
+        *pnib2 = 'a' + (nib - 10);
+    return;
+}
+
+
+/*-------------------------------------------------------------*
+ *                  For jpeg compressed images                 *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   convertJpegToPSEmbed()
+ *
+ * \param[in]    filein    input jpeg file
+ * \param[in]    fileout   output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function takes a jpeg file as input and generates a DCT
+ *          compressed, ascii85 encoded PS file, with a bounding box.
+ *      (2) The bounding box is required when a program such as TeX
+ *          (through epsf) places and rescales the image.
+ *      (3) The bounding box is sized for fitting the image to an
+ *          8.5 x 11.0 inch page.
+ * 

+ */
+l_ok
+convertJpegToPSEmbed(const char  *filein,
+                     const char  *fileout)
+{
+char         *outstr;
+l_int32       w, h, nbytes, ret;
+l_float32     xpt, ypt, wpt, hpt;
+L_COMP_DATA  *cid;
+
+    PROCNAME("convertJpegToPSEmbed");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+        /* Generate the ascii encoded jpeg data */
+    if ((cid = l_generateJpegData(filein, 1)) == NULL)
+        return ERROR_INT("jpeg data not made", procName, 1);
+    w = cid->w;
+    h = cid->h;
+
+        /* Scale for 20 pt boundary and otherwise full filling
+         * in one direction on 8.5 x 11 inch device */
+    xpt = 20.0;
+    ypt = 20.0;
+    if (w * 11.0 > h * 8.5) {
+        wpt = 572.0;   /* 612 - 2 * 20 */
+        hpt = wpt * (l_float32)h / (l_float32)w;
+    } else {
+        hpt = 752.0;   /* 792 - 2 * 20 */
+        wpt = hpt * (l_float32)w / (l_float32)h;
+    }
+
+        /* Generate the PS.
+         * The bounding box information should be inserted (default). */
+    outstr = generateJpegPS(NULL, cid, xpt, ypt, wpt, hpt, 1, 1);
+    l_CIDataDestroy(&cid);
+    if (!outstr)
+        return ERROR_INT("outstr not made", procName, 1);
+    nbytes = strlen(outstr);
+
+    ret = l_binaryWrite(fileout, "w", outstr, nbytes);
+    LEPT_FREE(outstr);
+    if (ret) L_ERROR("ps string not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertJpegToPS()
+ *
+ * \param[in]    filein     input jpeg file
+ * \param[in]    fileout    output ps file
+ * \param[in]    operation  "w" for write; "a" for append
+ * \param[in]    x, y       location of LL corner of image, in pixels, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                          of the page
+ * \param[in]    res        resolution of the input image, in ppi;
+ *                          use 0 for default
+ * \param[in]    scale      scaling by printer; use 0.0 or 1.0 for no scaling
+ * \param[in]    pageno     page number; must start with 1; you can use 0
+ *                          if there is only one page
+ * \param[in]    endpage    boolean: use TRUE if this is the last image to be
+ *                          added to the page; FALSE otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is simpler to use than pixWriteStringPS(), and
+ *          it outputs in level 2 PS as compressed DCT (overlaid
+ *          with ascii85 encoding).
+ *      (2) An output file can contain multiple pages, each with
+ *          multiple images.  The arguments to convertJpegToPS()
+ *          allow you to control placement of jpeg images on multiple
+ *          pages within a PostScript file.
+ *      (3) For the first image written to a file, use "w", which
+ *          opens for write and clears the file.  For all subsequent
+ *          images written to that file, use "a".
+ *      (4) The (x, y) parameters give the LL corner of the image
+ *          relative to the LL corner of the page.  They are in
+ *          units of pixels if scale = 1.0.  If you use (e.g.)
+ *          scale = 2.0, the image is placed at (2x, 2y) on the page,
+ *          and the image dimensions are also doubled.
+ *      (5) Display vs printed resolution:
+ *           * If your display is 75 ppi and your image was created
+ *             at a resolution of 300 ppi, you can get the image
+ *             to print at the same size as it appears on your display
+ *             by either setting scale = 4.0 or by setting  res = 75.
+ *             Both tell the printer to make a 4x enlarged image.
+ *           * If your image is generated at 150 ppi and you use scale = 1,
+ *             it will be rendered such that 150 pixels correspond
+ *             to 72 pts (1 inch on the printer).  This function does
+ *             the conversion from pixels (with or without scaling) to
+ *             pts, which are the units that the printer uses.
+ *           * The printer will choose its own resolution to use
+ *             in rendering the image, which will not affect the size
+ *             of the rendered image.  That is because the output
+ *             PostScript file describes the geometry in terms of pts,
+ *             which are defined to be 1/72 inch.  The printer will
+ *             only see the size of the image in pts, through the
+ *             scale and translate parameters and the affine
+ *             transform (the ImageMatrix) of the image.
+ *      (6) To render multiple images on the same page, set
+ *          endpage = FALSE for each image until you get to the
+ *          last, for which you set endpage = TRUE.  This causes the
+ *          "showpage" command to be invoked.  Showpage outputs
+ *          the entire page and clears the raster buffer for the
+ *          next page to be added.  Without a "showpage",
+ *          subsequent images from the next page will overlay those
+ *          previously put down.
+ *      (7) For multiple pages, increment the page number, starting
+ *          with page 1.  This allows PostScript (and PDF) to build
+ *          a page directory, which viewers use for navigation.
+ * 

+ */
+l_ok
+convertJpegToPS(const char  *filein,
+                const char  *fileout,
+                const char  *operation,
+                l_int32      x,
+                l_int32      y,
+                l_int32      res,
+                l_float32    scale,
+                l_int32      pageno,
+                l_int32      endpage)
+{
+char    *outstr;
+l_int32  nbytes;
+
+    PROCNAME("convertJpegToPS");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (strcmp(operation, "w") && strcmp(operation, "a"))
+        return ERROR_INT("operation must be \"w\" or \"a\"", procName, 1);
+
+    if (convertJpegToPSString(filein, &outstr, &nbytes, x, y, res, scale,
+                          pageno, endpage))
+        return ERROR_INT("ps string not made", procName, 1);
+
+    if (l_binaryWrite(fileout, operation, outstr, nbytes)) {
+        LEPT_FREE(outstr);
+        return ERROR_INT("ps string not written to file", procName, 1);
+    }
+
+    LEPT_FREE(outstr);
+    return 0;
+}
+
+
+/*!
+ * \brief   convertJpegToPSString()
+ *
+ *      Generates PS string in jpeg format from jpeg file
+ *
+ * \param[in]    filein     input jpeg file
+ * \param[out]   poutstr    PS string
+ * \param[out]   pnbytes    number of bytes in PS string
+ * \param[in]    x, y       location of LL corner of image, in pixels, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                           of the page
+ * \param[in]    res        resolution of the input image, in ppi;
+ *                          use 0 for default
+ * \param[in]    scale      scaling by printer; use 0.0 or 1.0 for no scaling
+ * \param[in]    pageno     page number; must start with 1; you can use 0
+ *                          if there is only one page
+ * \param[in]    endpage    boolean: use TRUE if this is the last image to be
+ *                          added to the page; FALSE otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For usage, see convertJpegToPS()
+ * 

+ */
+static l_ok
+convertJpegToPSString(const char  *filein,
+                      char       **poutstr,
+                      l_int32     *pnbytes,
+                      l_int32      x,
+                      l_int32      y,
+                      l_int32      res,
+                      l_float32    scale,
+                      l_int32      pageno,
+                      l_int32      endpage)
+{
+char         *outstr;
+l_float32     xpt, ypt, wpt, hpt;
+L_COMP_DATA  *cid;
+
+    PROCNAME("convertJpegToPSString");
+
+    if (!poutstr)
+        return ERROR_INT("&outstr not defined", procName, 1);
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *poutstr = NULL;
+    *pnbytes = 0;
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+
+        /* Generate the ascii encoded jpeg data */
+    if ((cid = l_generateJpegData(filein, 1)) == NULL)
+        return ERROR_INT("jpeg data not made", procName, 1);
+
+        /* Get scaled location in pts.  Guess the input scan resolution
+         * based on the input parameter %res, the resolution data in
+         * the pix, and the size of the image. */
+    if (scale == 0.0)
+        scale = 1.0;
+    if (res <= 0) {
+        if (cid->res > 0)
+            res = cid->res;
+        else
+            res = DefaultInputRes;
+    }
+
+        /* Get scaled location in pts */
+    if (scale == 0.0)
+        scale = 1.0;
+    xpt = scale * x * 72. / res;
+    ypt = scale * y * 72. / res;
+    wpt = scale * cid->w * 72. / res;
+    hpt = scale * cid->h * 72. / res;
+
+    if (pageno == 0)
+        pageno = 1;
+
+#if  DEBUG_JPEG
+    fprintf(stderr, "w = %d, h = %d, bps = %d, spp = %d\n",
+            cid->w, cid->h, cid->bps, cid->spp);
+    fprintf(stderr, "comp bytes = %ld, nbytes85 = %ld, ratio = %5.3f\n",
+            (unsigned long)cid->nbytescomp, (unsigned long)cid->nbytes85,
+           (l_float32)cid->nbytes85 / (l_float32)cid->nbytescomp);
+    fprintf(stderr, "xpt = %7.2f, ypt = %7.2f, wpt = %7.2f, hpt = %7.2f\n",
+             xpt, ypt, wpt, hpt);
+#endif   /* DEBUG_JPEG */
+
+        /* Generate the PS */
+    outstr = generateJpegPS(NULL, cid, xpt, ypt, wpt, hpt, pageno, endpage);
+    l_CIDataDestroy(&cid);
+    if (!outstr)
+        return ERROR_INT("outstr not made", procName, 1);
+    *poutstr = outstr;
+    *pnbytes = strlen(outstr);
+    return 0;
+}
+
+
+/*!
+ * \brief   generateJpegPS()
+ *
+ * \param[in]    filein     [optional] input jpeg filename; can be null
+ * \param[in]    cid        jpeg compressed image data
+ * \param[in]    xpt, ypt   location of LL corner of image, in pts, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                          of the page
+ * \param[in]    wpt, hpt   rendered image size in pts
+ * \param[in]    pageno     page number; must start with 1; you can use 0
+ *                          if there is only one page.
+ * \param[in]    endpage    boolean: use TRUE if this is the last image to be
+ *                          added to the page; FALSE otherwise
+ * \return  PS string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Low-level function.
+ * 

+ */
+static char *
+generateJpegPS(const char   *filein,
+               L_COMP_DATA  *cid,
+               l_float32     xpt,
+               l_float32     ypt,
+               l_float32     wpt,
+               l_float32     hpt,
+               l_int32       pageno,
+               l_int32       endpage)
+{
+l_int32  w, h, bps, spp;
+char    *outstr;
+char     bigbuf[Bufsize];
+SARRAY  *sa;
+
+    PROCNAME("generateJpegPS");
+
+    if (!cid)
+        return (char *)ERROR_PTR("jpeg data not defined", procName, NULL);
+    w = cid->w;
+    h = cid->h;
+    bps = cid->bps;
+    spp = cid->spp;
+
+    sa = sarrayCreate(50);
+    sarrayAddString(sa, "%!PS-Adobe-3.0", L_COPY);
+    sarrayAddString(sa, "%%Creator: leptonica", L_COPY);
+    if (filein)
+        snprintf(bigbuf, sizeof(bigbuf), "%%%%Title: %s", filein);
+    else
+        snprintf(bigbuf, sizeof(bigbuf), "%%%%Title: Jpeg compressed PS");
+    sarrayAddString(sa, bigbuf, L_COPY);
+    sarrayAddString(sa, "%%DocumentData: Clean7Bit", L_COPY);
+
+    if (var_PS_WRITE_BOUNDING_BOX == 1) {
+        snprintf(bigbuf, sizeof(bigbuf),
+                 "%%%%BoundingBox: %7.2f %7.2f %7.2f %7.2f",
+                 xpt, ypt, xpt + wpt, ypt + hpt);
+        sarrayAddString(sa, bigbuf, L_COPY);
+    }
+
+    sarrayAddString(sa, "%%LanguageLevel: 2", L_COPY);
+    sarrayAddString(sa, "%%EndComments", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "%%%%Page: %d %d", pageno, pageno);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    sarrayAddString(sa, "save", L_COPY);
+    sarrayAddString(sa,
+                    "/RawData currentfile /ASCII85Decode filter def", L_COPY);
+    sarrayAddString(sa, "/Data RawData << >> /DCTDecode filter def", L_COPY);
+
+    snprintf(bigbuf, sizeof(bigbuf),
+        "%7.2f %7.2f translate         %%set image origin in pts", xpt, ypt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    snprintf(bigbuf, sizeof(bigbuf),
+        "%7.2f %7.2f scale             %%set image size in pts", wpt, hpt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    if (spp == 1)
+        sarrayAddString(sa, "/DeviceGray setcolorspace", L_COPY);
+    else if (spp == 3)
+        sarrayAddString(sa, "/DeviceRGB setcolorspace", L_COPY);
+    else  /*spp == 4 */
+        sarrayAddString(sa, "/DeviceCMYK setcolorspace", L_COPY);
+
+    sarrayAddString(sa, "{ << /ImageType 1", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "     /Width %d", w);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "     /Height %d", h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+            "     /ImageMatrix [ %d 0 0 %d 0 %d ]", w, -h, h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    sarrayAddString(sa, "     /DataSource Data", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "     /BitsPerComponent %d", bps);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    if (spp == 1)
+        sarrayAddString(sa, "     /Decode [0 1]", L_COPY);
+    else if (spp == 3)
+        sarrayAddString(sa, "     /Decode [0 1 0 1 0 1]", L_COPY);
+    else   /* spp == 4 */
+        sarrayAddString(sa, "     /Decode [0 1 0 1 0 1 0 1]", L_COPY);
+
+    sarrayAddString(sa, "  >> image", L_COPY);
+    sarrayAddString(sa, "  Data closefile", L_COPY);
+    sarrayAddString(sa, "  RawData flushfile", L_COPY);
+    if (endpage == TRUE)
+        sarrayAddString(sa, "  showpage", L_COPY);
+    sarrayAddString(sa, "  restore", L_COPY);
+    sarrayAddString(sa, "} exec", L_COPY);
+
+        /* Insert the ascii85 jpeg data; this is now owned by sa */
+    sarrayAddString(sa, cid->data85, L_INSERT);
+    cid->data85 = NULL;  /* it has been transferred and destroyed */
+
+        /* Generate and return the output string */
+    outstr = sarrayToString(sa, 1);
+    sarrayDestroy(&sa);
+    return outstr;
+}
+
+
+/*-------------------------------------------------------------*
+ *                  For ccitt g4 compressed images             *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   convertG4ToPSEmbed()
+ *
+ * \param[in]    filein    input tiff file
+ * \param[in]    fileout   output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function takes a g4 compressed tif file as input and
+ *          generates a g4 compressed, ascii85 encoded PS file, with
+ *          a bounding box.
+ *      (2) The bounding box is required when a program such as TeX
+ *          (through epsf) places and rescales the image.
+ *      (3) The bounding box is sized for fitting the image to an
+ *          8.5 x 11.0 inch page.
+ *      (4) We paint this through a mask, over whatever is below.
+ * 

+ */
+l_ok
+convertG4ToPSEmbed(const char  *filein,
+                   const char  *fileout)
+{
+char         *outstr;
+l_int32       w, h, nbytes, ret;
+l_float32     xpt, ypt, wpt, hpt;
+L_COMP_DATA  *cid;
+
+    PROCNAME("convertG4ToPSEmbed");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((cid = l_generateG4Data(filein, 1)) == NULL)
+        return ERROR_INT("g4 data not made", procName, 1);
+    w = cid->w;
+    h = cid->h;
+
+        /* Scale for 20 pt boundary and otherwise full filling
+         * in one direction on 8.5 x 11 inch device */
+    xpt = 20.0;
+    ypt = 20.0;
+    if (w * 11.0 > h * 8.5) {
+        wpt = 572.0;   /* 612 - 2 * 20 */
+        hpt = wpt * (l_float32)h / (l_float32)w;
+    } else {
+        hpt = 752.0;   /* 792 - 2 * 20 */
+        wpt = hpt * (l_float32)w / (l_float32)h;
+    }
+
+        /* Generate the PS, painting through the image mask.
+         * The bounding box information should be inserted (default). */
+    outstr = generateG4PS(NULL, cid, xpt, ypt, wpt, hpt, 1, 1, 1);
+    l_CIDataDestroy(&cid);
+    if (!outstr)
+        return ERROR_INT("outstr not made", procName, 1);
+    nbytes = strlen(outstr);
+
+    ret = l_binaryWrite(fileout, "w", outstr, nbytes);
+    LEPT_FREE(outstr);
+    if (ret) L_ERROR("ps string not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertG4ToPS()
+ *
+ * \param[in]    filein     input tiff g4 file
+ * \param[in]    fileout    output ps file
+ * \param[in]    operation  "w" for write; "a" for append
+ * \param[in]    x, y       location of LL corner of image, in pixels, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                          of the page
+ * \param[in]    res        resolution of the input image, in ppi; typ. values
+ *                          are 300 and 600; use 0 for automatic determination
+ *                          based on image size
+ * \param[in]    scale      scaling by printer; use 0.0 or 1.0 for no scaling
+ * \param[in]    pageno     page number; must start with 1; you can use 0
+ *                          if there is only one page.
+ * \param[in]    maskflag   boolean: use TRUE if just painting through fg;
+ *                          FALSE if painting both fg and bg.
+ * \param[in]    endpage    boolean: use TRUE if this is the last image to be
+ *                          added to the page; FALSE otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See the usage comments in convertJpegToPS(), some of
+ *          which are repeated here.
+ *      (2) This is a wrapper for tiff g4.  The PostScript that
+ *          is generated is expanded by about 5/4 (due to the
+ *          ascii85 encoding.  If you convert to pdf (ps2pdf), the
+ *          ascii85 decoder is automatically invoked, so that the
+ *          pdf wrapped g4 file is essentially the same size as
+ *          the original g4 file.  It's useful to have the PS
+ *          file ascii85 encoded, because many printers will not
+ *          print binary PS files.
+ *      (3) For the first image written to a file, use "w", which
+ *          opens for write and clears the file.  For all subsequent
+ *          images written to that file, use "a".
+ *      (4) To render multiple images on the same page, set
+ *          endpage = FALSE for each image until you get to the
+ *          last, for which you set endpage = TRUE.  This causes the
+ *          "showpage" command to be invoked.  Showpage outputs
+ *          the entire page and clears the raster buffer for the
+ *          next page to be added.  Without a "showpage",
+ *          subsequent images from the next page will overlay those
+ *          previously put down.
+ *      (5) For multiple images to the same page, where you are writing
+ *          both jpeg and tiff-g4, you have two options:
+ *           (a) write the g4 first, as either image (maskflag == FALSE)
+ *               or imagemask (maskflag == TRUE), and then write the
+ *               jpeg over it.
+ *           (b) write the jpeg first and as the last item, write
+ *               the g4 as an imagemask (maskflag == TRUE), to paint
+ *               through the foreground only.
+ *          We have this flexibility with the tiff-g4 because it is 1 bpp.
+ *      (6) For multiple pages, increment the page number, starting
+ *          with page 1.  This allows PostScript (and PDF) to build
+ *          a page directory, which viewers use for navigation.
+ * 

+ */
+l_ok
+convertG4ToPS(const char  *filein,
+              const char  *fileout,
+              const char  *operation,
+              l_int32      x,
+              l_int32      y,
+              l_int32      res,
+              l_float32    scale,
+              l_int32      pageno,
+              l_int32      maskflag,
+              l_int32      endpage)
+{
+char    *outstr;
+l_int32  nbytes, ret;
+
+    PROCNAME("convertG4ToPS");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (strcmp(operation, "w") && strcmp(operation, "a"))
+        return ERROR_INT("operation must be \"w\" or \"a\"", procName, 1);
+
+    if (convertG4ToPSString(filein, &outstr, &nbytes, x, y, res, scale,
+                            pageno, maskflag, endpage))
+        return ERROR_INT("ps string not made", procName, 1);
+
+    ret = l_binaryWrite(fileout, operation, outstr, nbytes);
+    LEPT_FREE(outstr);
+    if (ret)
+        return ERROR_INT("ps string not written to file", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   convertG4ToPSString()
+ *
+ * \param[in]    filein     input tiff g4 file
+ * \param[out]   poutstr    PS string
+ * \param[out]   pnbytes    number of bytes in PS string
+ * \param[in]    x, y       location of LL corner of image, in pixels, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                          of the page
+ * \param[in]    res        resolution of the input image, in ppi; typ. values
+ *                          are 300 and 600; use 0 for automatic determination
+ *                          based on image size
+ * \param[in]    scale      scaling by printer; use 0.0 or 1.0 for no scaling
+ * \param[in]    pageno     page number; must start with 1; you can use 0
+ *                          if there is only one page.
+ * \param[in]    maskflag   boolean: use TRUE if just painting through fg;
+ *                          FALSE if painting both fg and bg.
+ * \param[in]    endpage    boolean: use TRUE if this is the last image to be
+ *                          added to the page; FALSE otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Generates PS string in G4 compressed tiff format from G4 tiff file.
+ *      (2) For usage, see convertG4ToPS().
+ * 

+ */
+static l_ok
+convertG4ToPSString(const char  *filein,
+                    char       **poutstr,
+                    l_int32     *pnbytes,
+                    l_int32      x,
+                    l_int32      y,
+                    l_int32      res,
+                    l_float32    scale,
+                    l_int32      pageno,
+                    l_int32      maskflag,
+                    l_int32      endpage)
+{
+char         *outstr;
+l_float32     xpt, ypt, wpt, hpt;
+L_COMP_DATA  *cid;
+
+    PROCNAME("convertG4ToPSString");
+
+    if (!poutstr)
+        return ERROR_INT("&outstr not defined", procName, 1);
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *poutstr = NULL;
+    *pnbytes = 0;
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+
+    if ((cid = l_generateG4Data(filein, 1)) == NULL)
+        return ERROR_INT("g4 data not made", procName, 1);
+
+        /* Get scaled location in pts.  Guess the input scan resolution
+         * based on the input parameter %res, the resolution data in
+         * the pix, and the size of the image. */
+    if (scale == 0.0)
+        scale = 1.0;
+    if (res <= 0) {
+        if (cid->res > 0) {
+            res = cid->res;
+        } else {
+            if (cid->h <= 3509)  /* A4 height at 300 ppi */
+                res = 300;
+            else
+                res = 600;
+        }
+    }
+    xpt = scale * x * 72. / res;
+    ypt = scale * y * 72. / res;
+    wpt = scale * cid->w * 72. / res;
+    hpt = scale * cid->h * 72. / res;
+
+    if (pageno == 0)
+        pageno = 1;
+
+#if  DEBUG_G4
+    fprintf(stderr, "w = %d, h = %d, minisblack = %d\n",
+            cid->w, cid->h, cid->minisblack);
+    fprintf(stderr, "comp bytes = %ld, nbytes85 = %ld\n",
+            (unsigned long)cid->nbytescomp, (unsigned long)cid->nbytes85);
+    fprintf(stderr, "xpt = %7.2f, ypt = %7.2f, wpt = %7.2f, hpt = %7.2f\n",
+             xpt, ypt, wpt, hpt);
+#endif   /* DEBUG_G4 */
+
+        /* Generate the PS */
+    outstr = generateG4PS(NULL, cid, xpt, ypt, wpt, hpt,
+                          maskflag, pageno, endpage);
+    l_CIDataDestroy(&cid);
+    if (!outstr)
+        return ERROR_INT("outstr not made", procName, 1);
+    *poutstr = outstr;
+    *pnbytes = strlen(outstr);
+    return 0;
+}
+
+
+/*!
+ * \brief   generateG4PS()
+ *
+ * \param[in]    filein     [optional] input tiff g4 file; can be null
+ * \param[in]    cid g4     compressed image data
+ * \param[in]    xpt, ypt   location of LL corner of image, in pts, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                          of the page
+ * \param[in]    wpt, hpt   rendered image size in pts
+ * \param[in]    maskflag   boolean: use TRUE if just painting through fg;
+ *                          FALSE if painting both fg and bg.
+ * \param[in]    pageno     page number; must start with 1; you can use 0
+ *                          if there is only one page.
+ * \param[in]    endpage    boolean: use TRUE if this is the last image to be
+ *                          added to the page; FALSE otherwise
+ * \return  PS string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Low-level function.
+ * 

+ */
+static char *
+generateG4PS(const char   *filein,
+             L_COMP_DATA  *cid,
+             l_float32     xpt,
+             l_float32     ypt,
+             l_float32     wpt,
+             l_float32     hpt,
+             l_int32       maskflag,
+             l_int32       pageno,
+             l_int32       endpage)
+{
+l_int32  w, h;
+char    *outstr;
+char     bigbuf[Bufsize];
+SARRAY  *sa;
+
+    PROCNAME("generateG4PS");
+
+    if (!cid)
+        return (char *)ERROR_PTR("g4 data not defined", procName, NULL);
+    w = cid->w;
+    h = cid->h;
+
+    sa = sarrayCreate(50);
+    sarrayAddString(sa, "%!PS-Adobe-3.0", L_COPY);
+    sarrayAddString(sa, "%%Creator: leptonica", L_COPY);
+    if (filein)
+        snprintf(bigbuf, sizeof(bigbuf), "%%%%Title: %s", filein);
+    else
+        snprintf(bigbuf, sizeof(bigbuf), "%%%%Title: G4 compressed PS");
+    sarrayAddString(sa, bigbuf, L_COPY);
+    sarrayAddString(sa, "%%DocumentData: Clean7Bit", L_COPY);
+
+    if (var_PS_WRITE_BOUNDING_BOX == 1) {
+        snprintf(bigbuf, sizeof(bigbuf),
+            "%%%%BoundingBox: %7.2f %7.2f %7.2f %7.2f",
+                    xpt, ypt, xpt + wpt, ypt + hpt);
+        sarrayAddString(sa, bigbuf, L_COPY);
+    }
+
+    sarrayAddString(sa, "%%LanguageLevel: 2", L_COPY);
+    sarrayAddString(sa, "%%EndComments", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "%%%%Page: %d %d", pageno, pageno);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    sarrayAddString(sa, "save", L_COPY);
+    sarrayAddString(sa, "100 dict begin", L_COPY);
+
+    snprintf(bigbuf, sizeof(bigbuf),
+        "%7.2f %7.2f translate         %%set image origin in pts", xpt, ypt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    snprintf(bigbuf, sizeof(bigbuf),
+        "%7.2f %7.2f scale             %%set image size in pts", wpt, hpt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    sarrayAddString(sa, "/DeviceGray setcolorspace", L_COPY);
+
+    sarrayAddString(sa, "{", L_COPY);
+    sarrayAddString(sa,
+          "  /RawData currentfile /ASCII85Decode filter def", L_COPY);
+    sarrayAddString(sa, "  << ", L_COPY);
+    sarrayAddString(sa, "    /ImageType 1", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "    /Width %d", w);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "    /Height %d", h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+             "    /ImageMatrix [ %d 0 0 %d 0 %d ]", w, -h, h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    sarrayAddString(sa, "    /BitsPerComponent 1", L_COPY);
+    sarrayAddString(sa, "    /Interpolate true", L_COPY);
+    if (cid->minisblack)
+        sarrayAddString(sa, "    /Decode [1 0]", L_COPY);
+    else  /* miniswhite; typical for 1 bpp */
+        sarrayAddString(sa, "    /Decode [0 1]", L_COPY);
+    sarrayAddString(sa, "    /DataSource RawData", L_COPY);
+    sarrayAddString(sa, "        <<", L_COPY);
+    sarrayAddString(sa, "          /K -1", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "          /Columns %d", w);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "          /Rows %d", h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    sarrayAddString(sa, "        >> /CCITTFaxDecode filter", L_COPY);
+    if (maskflag == TRUE)  /* just paint through the fg */
+        sarrayAddString(sa, "  >> imagemask", L_COPY);
+    else  /* Paint full image */
+        sarrayAddString(sa, "  >> image", L_COPY);
+    sarrayAddString(sa, "  RawData flushfile", L_COPY);
+    if (endpage == TRUE)
+        sarrayAddString(sa, "  showpage", L_COPY);
+    sarrayAddString(sa, "}", L_COPY);
+
+    sarrayAddString(sa, "%%BeginData:", L_COPY);
+    sarrayAddString(sa, "exec", L_COPY);
+
+        /* Insert the ascii85 ccittg4 data; this is now owned by sa */
+    sarrayAddString(sa, cid->data85, L_INSERT);
+
+        /* Concat the trailing data */
+    sarrayAddString(sa, "%%EndData", L_COPY);
+    sarrayAddString(sa, "end", L_COPY);
+    sarrayAddString(sa, "restore", L_COPY);
+
+    outstr = sarrayToString(sa, 1);
+    sarrayDestroy(&sa);
+    cid->data85 = NULL;  /* it has been transferred and destroyed */
+    return outstr;
+}
+
+
+/*-------------------------------------------------------------*
+ *                     For tiff multipage files                *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   convertTiffMultipageToPS()
+ *
+ * \param[in]    filein      input tiff multipage file
+ * \param[in]    fileout     output ps file
+ * \param[in]    fillfract   factor for filling 8.5 x 11 inch page;
+ *                           use 0.0 for DefaultFillFraction
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This converts a multipage tiff file of binary page images
+ *          into a ccitt g4 compressed PS file.
+ *      (2) If the images are generated from a standard resolution fax,
+ *          the vertical resolution is doubled to give a normal-looking
+ *          aspect ratio.
+ * 

+ */
+l_ok
+convertTiffMultipageToPS(const char  *filein,
+                         const char  *fileout,
+                         l_float32    fillfract)
+{
+char      *tempfile;
+l_int32    i, npages, w, h, istiff;
+l_float32  scale;
+PIX       *pix, *pixs;
+FILE      *fp;
+
+    PROCNAME("convertTiffMultipageToPS");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((fp = fopenReadStream(filein)) == NULL)
+        return ERROR_INT("file not found", procName, 1);
+    istiff = fileFormatIsTiff(fp);
+    if (!istiff) {
+        fclose(fp);
+        return ERROR_INT("file not tiff format", procName, 1);
+    }
+    tiffGetCount(fp, &npages);
+    fclose(fp);
+
+    if (fillfract == 0.0)
+        fillfract = DefaultFillFraction;
+
+    for (i = 0; i < npages; i++) {
+        if ((pix = pixReadTiff(filein, i)) == NULL)
+            return ERROR_INT("pix not made", procName, 1);
+
+        pixGetDimensions(pix, &w, &h, NULL);
+        if (w == 1728 && h < w)   /* it's a std res fax */
+            pixs = pixScale(pix, 1.0, 2.0);
+        else
+            pixs = pixClone(pix);
+
+        tempfile = l_makeTempFilename();
+        pixWrite(tempfile, pixs, IFF_TIFF_G4);
+        scale = L_MIN(fillfract * 2550 / w, fillfract * 3300 / h);
+        if (i == 0)
+            convertG4ToPS(tempfile, fileout, "w", 0, 0, 300, scale,
+                          i + 1, FALSE, TRUE);
+        else
+            convertG4ToPS(tempfile, fileout, "a", 0, 0, 300, scale,
+                          i + 1, FALSE, TRUE);
+        lept_rmfile(tempfile);
+        LEPT_FREE(tempfile);
+        pixDestroy(&pix);
+        pixDestroy(&pixs);
+    }
+
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *            For flate (gzip) compressed images (e.g., png)           *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertFlateToPSEmbed()
+ *
+ * \param[in]    filein    input file -- any format
+ * \param[in]    fileout   output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function takes any image file as input and generates a
+ *          flate-compressed, ascii85 encoded PS file, with a bounding box.
+ *      (2) The bounding box is required when a program such as TeX
+ *          (through epsf) places and rescales the image.
+ *      (3) The bounding box is sized for fitting the image to an
+ *          8.5 x 11.0 inch page.
+ * 

+ */
+l_ok
+convertFlateToPSEmbed(const char  *filein,
+                      const char  *fileout)
+{
+char         *outstr;
+l_int32       w, h, nbytes, ret;
+l_float32     xpt, ypt, wpt, hpt;
+L_COMP_DATA  *cid;
+
+    PROCNAME("convertFlateToPSEmbed");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    if ((cid = l_generateFlateData(filein, 1)) == NULL)
+        return ERROR_INT("flate data not made", procName, 1);
+    w = cid->w;
+    h = cid->h;
+
+        /* Scale for 20 pt boundary and otherwise full filling
+         * in one direction on 8.5 x 11 inch device */
+    xpt = 20.0;
+    ypt = 20.0;
+    if (w * 11.0 > h * 8.5) {
+        wpt = 572.0;   /* 612 - 2 * 20 */
+        hpt = wpt * (l_float32)h / (l_float32)w;
+    } else {
+        hpt = 752.0;   /* 792 - 2 * 20 */
+        wpt = hpt * (l_float32)w / (l_float32)h;
+    }
+
+        /* Generate the PS.
+         * The bounding box information should be inserted (default). */
+    outstr = generateFlatePS(NULL, cid, xpt, ypt, wpt, hpt, 1, 1);
+    l_CIDataDestroy(&cid);
+    if (!outstr)
+        return ERROR_INT("outstr not made", procName, 1);
+    nbytes = strlen(outstr);
+
+    ret = l_binaryWrite(fileout, "w", outstr, nbytes);
+    LEPT_FREE(outstr);
+    if (ret) L_ERROR("ps string not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertFlateToPS()
+ *
+ * \param[in]    filein    input file -- any format
+ * \param[in]    fileout    output ps file
+ * \param[in]    operation  "w" for write; "a" for append
+ * \param[in]    x, y       location of LL corner of image, in pixels, relative
+ *                          to the PostScript origin (0,0) at the LL corner
+ *                          of the page
+ * \param[in]    res        resolution of the input image, in ppi;
+ *                          use 0 for default
+ * \param[in]    scale      scaling by printer; use 0.0 or 1.0 for no scaling
+ * \param[in]    pageno     page number; must start with 1; you can use 0
+ *                          if there is only one page.
+ * \param[in]    endpage    boolean: use TRUE if this is the last image to be
+ *                          added to the page; FALSE otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This outputs level 3 PS as flate compressed (overlaid
+ *          with ascii85 encoding).
+ *      (2) An output file can contain multiple pages, each with
+ *          multiple images.  The arguments to convertFlateToPS()
+ *          allow you to control placement of png images on multiple
+ *          pages within a PostScript file.
+ *      (3) For the first image written to a file, use "w", which
+ *          opens for write and clears the file.  For all subsequent
+ *          images written to that file, use "a".
+ *      (4) The (x, y) parameters give the LL corner of the image
+ *          relative to the LL corner of the page.  They are in
+ *          units of pixels if scale = 1.0.  If you use (e.g.)
+ *          scale = 2.0, the image is placed at (2x, 2y) on the page,
+ *          and the image dimensions are also doubled.
+ *      (5) Display vs printed resolution:
+ *           * If your display is 75 ppi and your image was created
+ *             at a resolution of 300 ppi, you can get the image
+ *             to print at the same size as it appears on your display
+ *             by either setting scale = 4.0 or by setting  res = 75.
+ *             Both tell the printer to make a 4x enlarged image.
+ *           * If your image is generated at 150 ppi and you use scale = 1,
+ *             it will be rendered such that 150 pixels correspond
+ *             to 72 pts (1 inch on the printer).  This function does
+ *             the conversion from pixels (with or without scaling) to
+ *             pts, which are the units that the printer uses.
+ *           * The printer will choose its own resolution to use
+ *             in rendering the image, which will not affect the size
+ *             of the rendered image.  That is because the output
+ *             PostScript file describes the geometry in terms of pts,
+ *             which are defined to be 1/72 inch.  The printer will
+ *             only see the size of the image in pts, through the
+ *             scale and translate parameters and the affine
+ *             transform (the ImageMatrix) of the image.
+ *      (6) To render multiple images on the same page, set
+ *          endpage = FALSE for each image until you get to the
+ *          last, for which you set endpage = TRUE.  This causes the
+ *          "showpage" command to be invoked.  Showpage outputs
+ *          the entire page and clears the raster buffer for the
+ *          next page to be added.  Without a "showpage",
+ *          subsequent images from the next page will overlay those
+ *          previously put down.
+ *      (7) For multiple pages, increment the page number, starting
+ *          with page 1.  This allows PostScript (and PDF) to build
+ *          a page directory, which viewers use for navigation.
+ * 

+ */
+l_ok
+convertFlateToPS(const char  *filein,
+                 const char  *fileout,
+                 const char  *operation,
+                 l_int32      x,
+                 l_int32      y,
+                 l_int32      res,
+                 l_float32    scale,
+                 l_int32      pageno,
+                 l_int32      endpage)
+{
+char    *outstr;
+l_int32  nbytes, ret;
+
+    PROCNAME("convertFlateToPS");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+    if (strcmp(operation, "w") && strcmp(operation, "a"))
+        return ERROR_INT("operation must be \"w\" or \"a\"", procName, 1);
+
+    if (convertFlateToPSString(filein, &outstr, &nbytes, x, y, res, scale,
+                               pageno, endpage))
+        return ERROR_INT("ps string not made", procName, 1);
+
+    ret = l_binaryWrite(fileout, operation, outstr, nbytes);
+    LEPT_FREE(outstr);
+    if (ret) L_ERROR("ps string not written to file\n", procName);
+    return ret;
+}
+
+
+/*!
+ * \brief   convertFlateToPSString()
+ *
+ *      Generates level 3 PS string in flate compressed format.
+ *
+ * \param[in]    filein    input image file
+ * \param[out]   poutstr   PS string
+ * \param[out]   pnbytes   number of bytes in PS string
+ * \param[in]    x, y      location of LL corner of image, in pixels, relative
+ *                         to the PostScript origin (0,0) at the LL corner
+ *                         of the page
+ * \param[in]    res       resolution of the input image, in ppi;
+ *                         use 0 for default
+ * \param[in]    scale     scaling by printer; use 0.0 or 1.0 for no scaling
+ * \param[in]    pageno    page number; must start with 1; you can use 0
+ *                         if there is only one page.
+ * \param[in]    endpage   boolean: use TRUE if this is the last image to be
+ *                         added to the page; FALSE otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned PS character array is a null-terminated
+ *          ascii string.  All the raster data is ascii85 encoded, so
+ *          there are no null bytes embedded in it.
+ *      (2) The raster encoding is made with gzip, the same as that
+ *          in a png file that is compressed without prediction.
+ *          The raster data itself is 25% larger than that in the
+ *          binary form, due to the ascii85 encoding.
+ *
+ *  Usage:  See convertFlateToPS()
+ * 

+ */
+static l_ok
+convertFlateToPSString(const char  *filein,
+                       char       **poutstr,
+                       l_int32     *pnbytes,
+                       l_int32      x,
+                       l_int32      y,
+                       l_int32      res,
+                       l_float32    scale,
+                       l_int32      pageno,
+                       l_int32      endpage)
+{
+char         *outstr;
+l_float32     xpt, ypt, wpt, hpt;
+L_COMP_DATA  *cid;
+
+    PROCNAME("convertFlateToPSString");
+
+    if (!poutstr)
+        return ERROR_INT("&outstr not defined", procName, 1);
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    *pnbytes = 0;
+    *poutstr = NULL;
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+
+    if ((cid = l_generateFlateData(filein, 1)) == NULL)
+        return ERROR_INT("flate data not made", procName, 1);
+
+        /* Get scaled location in pts.  Guess the input scan resolution
+         * based on the input parameter %res, the resolution data in
+         * the pix, and the size of the image. */
+    if (scale == 0.0)
+        scale = 1.0;
+    if (res <= 0) {
+        if (cid->res > 0)
+            res = cid->res;
+        else
+            res = DefaultInputRes;
+    }
+    xpt = scale * x * 72. / res;
+    ypt = scale * y * 72. / res;
+    wpt = scale * cid->w * 72. / res;
+    hpt = scale * cid->h * 72. / res;
+
+    if (pageno == 0)
+        pageno = 1;
+
+#if  DEBUG_FLATE
+    fprintf(stderr, "w = %d, h = %d, bps = %d, spp = %d\n",
+            cid->w, cid->h, cid->bps, cid->spp);
+    fprintf(stderr, "uncomp bytes = %ld, comp bytes = %ld, nbytes85 = %ld\n",
+            (unsigned long)cid->nbytes, (unsigned long)cid->nbytescomp,
+            (unsigned long)cid->nbytes85);
+    fprintf(stderr, "xpt = %7.2f, ypt = %7.2f, wpt = %7.2f, hpt = %7.2f\n",
+             xpt, ypt, wpt, hpt);
+#endif   /* DEBUG_FLATE */
+
+        /* Generate the PS */
+    outstr = generateFlatePS(NULL, cid, xpt, ypt, wpt, hpt, pageno, endpage);
+    l_CIDataDestroy(&cid);
+    if (!outstr)
+        return ERROR_INT("outstr not made", procName, 1);
+    *poutstr = outstr;
+    *pnbytes = strlen(outstr);
+    return 0;
+}
+
+
+/*!
+ * \brief   generateFlatePS()
+ *
+ * \param[in]    filein      [optional] input filename; can be null
+ * \param[in]    cid         flate compressed image data
+ * \param[in]    xpt, ypt    location of LL corner of image, in pts, relative
+ *                           to the PostScript origin (0,0) at the LL corner
+ *                           of the page
+ * \param[in]    wpt, hpt    rendered image size in pts
+ * \param[in]    pageno      page number; must start with 1; you can use 0
+ *                           if there is only one page
+ * \param[in]    endpage     boolean: use TRUE if this is the last image to be
+ *                           added to the page; FALSE otherwise
+ * \return  PS string, or NULL on error
+ */
+static char *
+generateFlatePS(const char   *filein,
+                L_COMP_DATA  *cid,
+                l_float32     xpt,
+                l_float32     ypt,
+                l_float32     wpt,
+                l_float32     hpt,
+                l_int32       pageno,
+                l_int32       endpage)
+{
+l_int32  w, h, bps, spp;
+char    *outstr;
+char     bigbuf[Bufsize];
+SARRAY  *sa;
+
+    PROCNAME("generateFlatePS");
+
+    if (!cid)
+        return (char *)ERROR_PTR("flate data not defined", procName, NULL);
+    w = cid->w;
+    h = cid->h;
+    bps = cid->bps;
+    spp = cid->spp;
+
+    sa = sarrayCreate(50);
+    sarrayAddString(sa, "%!PS-Adobe-3.0 EPSF-3.0", L_COPY);
+    sarrayAddString(sa, "%%Creator: leptonica", L_COPY);
+    if (filein)
+        snprintf(bigbuf, sizeof(bigbuf), "%%%%Title: %s", filein);
+    else
+        snprintf(bigbuf, sizeof(bigbuf), "%%%%Title: Flate compressed PS");
+    sarrayAddString(sa, bigbuf, L_COPY);
+    sarrayAddString(sa, "%%DocumentData: Clean7Bit", L_COPY);
+
+    if (var_PS_WRITE_BOUNDING_BOX == 1) {
+        snprintf(bigbuf, sizeof(bigbuf),
+                 "%%%%BoundingBox: %7.2f %7.2f %7.2f %7.2f",
+                 xpt, ypt, xpt + wpt, ypt + hpt);
+        sarrayAddString(sa, bigbuf, L_COPY);
+    }
+
+    sarrayAddString(sa, "%%LanguageLevel: 3", L_COPY);
+    sarrayAddString(sa, "%%EndComments", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "%%%%Page: %d %d", pageno, pageno);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    sarrayAddString(sa, "save", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+           "%7.2f %7.2f translate         %%set image origin in pts", xpt, ypt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    snprintf(bigbuf, sizeof(bigbuf),
+             "%7.2f %7.2f scale             %%set image size in pts", wpt, hpt);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+        /* If there is a colormap, add the data; it is now owned by sa */
+    if (cid->cmapdata85) {
+        snprintf(bigbuf, sizeof(bigbuf),
+                 "[ /Indexed /DeviceRGB %d          %%set colormap type/size",
+                 cid->ncolors - 1);
+        sarrayAddString(sa, bigbuf, L_COPY);
+        sarrayAddString(sa, "  <~", L_COPY);
+        sarrayAddString(sa, cid->cmapdata85, L_INSERT);
+        sarrayAddString(sa, "  ] setcolorspace", L_COPY);
+    } else if (spp == 1) {
+        sarrayAddString(sa, "/DeviceGray setcolorspace", L_COPY);
+    } else {  /* spp == 3 */
+        sarrayAddString(sa, "/DeviceRGB setcolorspace", L_COPY);
+    }
+
+    sarrayAddString(sa,
+                    "/RawData currentfile /ASCII85Decode filter def", L_COPY);
+    sarrayAddString(sa,
+                    "/Data RawData << >> /FlateDecode filter def", L_COPY);
+
+    sarrayAddString(sa, "{ << /ImageType 1", L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "     /Width %d", w);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "     /Height %d", h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf), "     /BitsPerComponent %d", bps);
+    sarrayAddString(sa, bigbuf, L_COPY);
+    snprintf(bigbuf, sizeof(bigbuf),
+            "     /ImageMatrix [ %d 0 0 %d 0 %d ]", w, -h, h);
+    sarrayAddString(sa, bigbuf, L_COPY);
+
+    if (cid->cmapdata85) {
+        sarrayAddString(sa, "     /Decode [0 255]", L_COPY);
+    } else if (spp == 1) {
+        if (bps == 1)  /* miniswhite photometry */
+            sarrayAddString(sa, "     /Decode [1 0]", L_COPY);
+        else  /* bps > 1 */
+            sarrayAddString(sa, "     /Decode [0 1]", L_COPY);
+    } else {  /* spp == 3 */
+        sarrayAddString(sa, "     /Decode [0 1 0 1 0 1]", L_COPY);
+    }
+
+    sarrayAddString(sa, "     /DataSource Data", L_COPY);
+    sarrayAddString(sa, "  >> image", L_COPY);
+    sarrayAddString(sa, "  Data closefile", L_COPY);
+    sarrayAddString(sa, "  RawData flushfile", L_COPY);
+    if (endpage == TRUE)
+        sarrayAddString(sa, "  showpage", L_COPY);
+    sarrayAddString(sa, "  restore", L_COPY);
+    sarrayAddString(sa, "} exec", L_COPY);
+
+        /* Insert the ascii85 gzipped data; this is now owned by sa */
+    sarrayAddString(sa, cid->data85, L_INSERT);
+
+        /* Generate and return the output string */
+    outstr = sarrayToString(sa, 1);
+    sarrayDestroy(&sa);
+    cid->cmapdata85 = NULL;  /* it has been transferred to sa and destroyed */
+    cid->data85 = NULL;  /* it has been transferred to sa and destroyed */
+    return outstr;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                          Write to memory                            *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixWriteMemPS()
+ *
+ * \param[out]   pdata    data of tiff compressed image
+ * \param[out]   psize    size of returned data
+ * \param[in]    pix
+ * \param[in]    box      [optional]
+ * \param[in]    res      can use 0 for default of 300 ppi
+ * \param[in]    scale    to prevent scaling, use either 1.0 or 0.0
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteStringPS() for usage.
+ *      (2) This is just a wrapper for pixWriteStringPS(), which
+ *          writes uncompressed image data to memory.
+ * 

+ */
+l_ok
+pixWriteMemPS(l_uint8  **pdata,
+              size_t    *psize,
+              PIX       *pix,
+              BOX       *box,
+              l_int32    res,
+              l_float32  scale)
+{
+    PROCNAME("pixWriteMemPS");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1 );
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1 );
+    if (!pix)
+        return ERROR_INT("&pix not defined", procName, 1 );
+
+    *pdata = (l_uint8 *)pixWriteStringPS(pix, box, res, scale);
+    *psize = strlen((char *)(*pdata));
+    return 0;
+}
+
+
+/*-------------------------------------------------------------*
+ *                    Converting resolution                    *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   getResLetterPage()
+ *
+ * \param[in]    w           image width, pixels
+ * \param[in]    h           image height, pixels
+ * \param[in]    fillfract   fraction in linear dimension of full page,
+ *                           not to be exceeded; use 0 for default
+ * \return  resolution
+ */
+l_int32
+getResLetterPage(l_int32    w,
+                 l_int32    h,
+                 l_float32  fillfract)
+{
+l_int32  resw, resh, res;
+
+    if (fillfract == 0.0)
+        fillfract = DefaultFillFraction;
+    resw = (l_int32)((w * 72.) / (LetterWidth * fillfract));
+    resh = (l_int32)((h * 72.) / (LetterHeight * fillfract));
+    res = L_MAX(resw, resh);
+    return res;
+}
+
+
+/*!
+ * \brief   getResA4Page()
+ *
+ * \param[in]    w           image width, pixels
+ * \param[in]    h           image height, pixels
+ * \param[in]    fillfract   fraction in linear dimension of full page,
+ *                           not to be exceeded; use 0 for default
+ * \return  resolution
+ */
+l_int32
+getResA4Page(l_int32    w,
+             l_int32    h,
+             l_float32  fillfract)
+{
+l_int32  resw, resh, res;
+
+    if (fillfract == 0.0)
+        fillfract = DefaultFillFraction;
+    resw = (l_int32)((w * 72.) / (A4Width * fillfract));
+    resh = (l_int32)((h * 72.) / (A4Height * fillfract));
+    res = L_MAX(resw, resh);
+    return res;
+}
+
+
+/*-------------------------------------------------------------*
+ *           Setting flag for writing bounding box hint        *
+ *-------------------------------------------------------------*/
+void
+l_psWriteBoundingBox(l_int32  flag)
+{
+    var_PS_WRITE_BOUNDING_BOX = flag;
+}
+
+
+/* --------------------------------------------*/
+#endif  /* USE_PSIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/psio2stub.c b/3rdparty/hgOCR/leptonica/psio2stub.c
new file mode 100644
index 00000000..49603c05
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/psio2stub.c
@@ -0,0 +1,156 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file psio2stub.c
+ * 
+ *
+ *     Stubs for psio2.c functions
+ * 

+ */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !USE_PSIO   /* defined in environ.h */
+/* --------------------------------------------*/
+
+l_ok pixWritePSEmbed(const char *filein, const char *fileout)
+{
+    return ERROR_INT("function not present", "pixWritePSEmbed", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamPS(FILE *fp, PIX *pix, BOX *box, l_int32 res,
+                         l_float32 scale)
+{
+    return ERROR_INT("function not present", "pixWriteStreamPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+char * pixWriteStringPS(PIX *pixs, BOX *box, l_int32 res, l_float32 scale)
+{
+    return (char *)ERROR_PTR("function not present", "pixWriteStringPS", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+char * generateUncompressedPS(char *hexdata, l_int32 w, l_int32 h, l_int32 d,
+                              l_int32 psbpl, l_int32 bps, l_float32 xpt,
+                              l_float32 ypt, l_float32 wpt, l_float32 hpt,
+                              l_int32 boxflag)
+{
+    return (char *)ERROR_PTR("function not present",
+                             "generateUncompressedPS", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertJpegToPSEmbed(const char *filein, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertJpegToPSEmbed", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertJpegToPS(const char *filein, const char *fileout,
+                     const char *operation, l_int32 x, l_int32 y,
+                     l_int32 res, l_float32 scale, l_int32 pageno,
+                     l_int32 endpage)
+{
+    return ERROR_INT("function not present", "convertJpegToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertG4ToPSEmbed(const char *filein, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertG4ToPSEmbed", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertG4ToPS(const char *filein, const char *fileout,
+                   const char *operation, l_int32 x, l_int32 y,
+                   l_int32 res, l_float32 scale, l_int32 pageno,
+                   l_int32 maskflag, l_int32 endpage)
+{
+    return ERROR_INT("function not present", "convertG4ToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertTiffMultipageToPS(const char *filein, const char *fileout,
+                              l_float32 fillfract)
+{
+    return ERROR_INT("function not present", "convertTiffMultipageToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertFlateToPSEmbed(const char *filein, const char *fileout)
+{
+    return ERROR_INT("function not present", "convertFlateToPSEmbed", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok convertFlateToPS(const char *filein, const char *fileout,
+                      const char *operation, l_int32 x, l_int32 y,
+                      l_int32 res, l_float32 scale, l_int32 pageno,
+                      l_int32 endpage)
+{
+    return ERROR_INT("function not present", "convertFlateToPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemPS(l_uint8 **pdata, size_t *psize, PIX *pix, BOX *box,
+                   l_int32 res, l_float32 scale)
+{
+    return ERROR_INT("function not present", "pixWriteMemPS", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_int32 getResLetterPage(l_int32 w, l_int32 h, l_float32 fillfract)
+{
+    return ERROR_INT("function not present", "getResLetterPage", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+void l_psWriteBoundingBox(l_int32 flag)
+{
+    L_ERROR("function not present\n", "l_psWriteBoundingBox");
+    return;
+}
+
+/* --------------------------------------------*/
+#endif  /* !USE_PSIO */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/ptabasic.c b/3rdparty/hgOCR/leptonica/ptabasic.c
new file mode 100644
index 00000000..ea2961a3
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/ptabasic.c
@@ -0,0 +1,1551 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file  ptabasic.c
+ * 
+ *
+ *      Pta creation, destruction, copy, clone, empty
+ *           PTA            *ptaCreate()
+ *           PTA            *ptaCreateFromNuma()
+ *           void            ptaDestroy()
+ *           PTA            *ptaCopy()
+ *           PTA            *ptaCopyRange()
+ *           PTA            *ptaClone()
+ *           l_int32         ptaEmpty()
+ *
+ *      Pta array extension
+ *           l_int32         ptaAddPt()
+ *           static l_int32  ptaExtendArrays()
+ *
+ *      Pta insertion and removal
+ *           l_int32         ptaInsertPt()
+ *           l_int32         ptaRemovePt()
+ *
+ *      Pta accessors
+ *           l_int32         ptaGetRefcount()
+ *           l_int32         ptaChangeRefcount()
+ *           l_int32         ptaGetCount()
+ *           l_int32         ptaGetPt()
+ *           l_int32         ptaGetIPt()
+ *           l_int32         ptaSetPt()
+ *           l_int32         ptaGetArrays()
+ *
+ *      Pta serialized for I/O
+ *           PTA            *ptaRead()
+ *           PTA            *ptaReadStream()
+ *           PTA            *ptaReadMem()
+ *           l_int32         ptaWriteDebug()
+ *           l_int32         ptaWrite()
+ *           l_int32         ptaWriteStream()
+ *           l_int32         ptaWriteMem()
+ *
+ *      Ptaa creation, destruction
+ *           PTAA           *ptaaCreate()
+ *           void            ptaaDestroy()
+ *
+ *      Ptaa array extension
+ *           l_int32         ptaaAddPta()
+ *           static l_int32  ptaaExtendArray()
+ *
+ *      Ptaa accessors
+ *           l_int32         ptaaGetCount()
+ *           l_int32         ptaaGetPta()
+ *           l_int32         ptaaGetPt()
+ *
+ *      Ptaa array modifiers
+ *           l_int32         ptaaInitFull()
+ *           l_int32         ptaaReplacePta()
+ *           l_int32         ptaaAddPt()
+ *           l_int32         ptaaTruncate()
+ *
+ *      Ptaa serialized for I/O
+ *           PTAA           *ptaaRead()
+ *           PTAA           *ptaaReadStream()
+ *           PTAA           *ptaaReadMem()
+ *           l_int32         ptaaWrite()
+ *           l_int32         ptaaWriteStream()
+ *           l_int32         ptaaWriteMem()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static const l_uint32  MaxPtrArraySize = 10000000;
+static const l_int32 InitialPtrArraySize = 50;      /*!< n'importe quoi */
+
+    /* Static functions */
+static l_int32 ptaExtendArrays(PTA *pta);
+static l_int32 ptaaExtendArray(PTAA *ptaa);
+
+
+/*---------------------------------------------------------------------*
+ *                Pta creation, destruction, copy, clone               *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaCreate()
+ *
+ * \param[in]    n    initial array sizes
+ * \return  pta, or NULL on error.
+ */
+PTA *
+ptaCreate(l_int32  n)
+{
+PTA  *pta;
+
+    PROCNAME("ptaCreate");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        n = InitialPtrArraySize;
+
+    pta = (PTA *)LEPT_CALLOC(1, sizeof(PTA));
+    pta->n = 0;
+    pta->nalloc = n;
+    ptaChangeRefcount(pta, 1);  /* sets to 1 */
+    pta->x = (l_float32 *)LEPT_CALLOC(n, sizeof(l_float32));
+    pta->y = (l_float32 *)LEPT_CALLOC(n, sizeof(l_float32));
+    if (!pta->x || !pta->y) {
+        ptaDestroy(&pta);
+        return (PTA *)ERROR_PTR("x and y arrays not both made", procName, NULL);
+    }
+
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaCreateFromNuma()
+ *
+ * \param[in]    nax   [optional] can be null
+ * \param[in]    nay
+ * \return  pta, or NULL on error.
+ */
+PTA *
+ptaCreateFromNuma(NUMA  *nax,
+                  NUMA  *nay)
+{
+l_int32    i, n;
+l_float32  startx, delx, xval, yval;
+PTA       *pta;
+
+    PROCNAME("ptaCreateFromNuma");
+
+    if (!nay)
+        return (PTA *)ERROR_PTR("nay not defined", procName, NULL);
+    n = numaGetCount(nay);
+    if (nax && numaGetCount(nax) != n)
+        return (PTA *)ERROR_PTR("nax and nay sizes differ", procName, NULL);
+
+    pta = ptaCreate(n);
+    numaGetParameters(nay, &startx, &delx);
+    for (i = 0; i < n; i++) {
+        if (nax)
+            numaGetFValue(nax, i, &xval);
+        else  /* use implicit x values from nay */
+            xval = startx + i * delx;
+        numaGetFValue(nay, i, &yval);
+        ptaAddPt(pta, xval, yval);
+    }
+
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaDestroy()
+ *
+ * \param[in,out]   ppta   will be set to null before returning
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the pta.
+ *      (2) Always nulls the input ptr.
+ * 

+ */
+void
+ptaDestroy(PTA  **ppta)
+{
+PTA  *pta;
+
+    PROCNAME("ptaDestroy");
+
+    if (ppta == NULL) {
+        L_WARNING("ptr address is NULL!\n", procName);
+        return;
+    }
+
+    if ((pta = *ppta) == NULL)
+        return;
+
+    ptaChangeRefcount(pta, -1);
+    if (ptaGetRefcount(pta) <= 0) {
+        LEPT_FREE(pta->x);
+        LEPT_FREE(pta->y);
+        LEPT_FREE(pta);
+    }
+
+    *ppta = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   ptaCopy()
+ *
+ * \param[in]    pta
+ * \return  copy of pta, or NULL on error
+ */
+PTA *
+ptaCopy(PTA  *pta)
+{
+l_int32    i;
+l_float32  x, y;
+PTA       *npta;
+
+    PROCNAME("ptaCopy");
+
+    if (!pta)
+        return (PTA *)ERROR_PTR("pta not defined", procName, NULL);
+
+    if ((npta = ptaCreate(pta->nalloc)) == NULL)
+        return (PTA *)ERROR_PTR("npta not made", procName, NULL);
+
+    for (i = 0; i < pta->n; i++) {
+        ptaGetPt(pta, i, &x, &y);
+        ptaAddPt(npta, x, y);
+    }
+
+    return npta;
+}
+
+
+/*!
+ * \brief   ptaCopyRange()
+ *
+ * \param[in]    ptas
+ * \param[in]    istart    starting index in ptas
+ * \param[in]    iend      ending index in ptas; use 0 to copy to end
+ * \return  0 if OK, 1 on error
+ */
+PTA *
+ptaCopyRange(PTA     *ptas,
+             l_int32  istart,
+             l_int32  iend)
+{
+l_int32  n, i, x, y;
+PTA     *ptad;
+
+    PROCNAME("ptaCopyRange");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    n = ptaGetCount(ptas);
+    if (istart < 0)
+        istart = 0;
+    if (istart >= n)
+        return (PTA *)ERROR_PTR("istart out of bounds", procName, NULL);
+    if (iend <= 0 || iend >= n)
+        iend = n - 1;
+    if (istart > iend)
+        return (PTA *)ERROR_PTR("istart > iend; no pts", procName, NULL);
+
+    if ((ptad = ptaCreate(iend - istart + 1)) == NULL)
+        return (PTA *)ERROR_PTR("ptad not made", procName, NULL);
+    for (i = istart; i <= iend; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        ptaAddPt(ptad, x, y);
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaClone()
+ *
+ * \param[in]    pta
+ * \return  ptr to same pta, or NULL on error
+ */
+PTA *
+ptaClone(PTA  *pta)
+{
+    PROCNAME("ptaClone");
+
+    if (!pta)
+        return (PTA *)ERROR_PTR("pta not defined", procName, NULL);
+
+    ptaChangeRefcount(pta, 1);
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaEmpty()
+ *
+ * \param[in]    pta
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      This only resets the Pta::n field, for reuse
+ * 

+ */
+l_ok
+ptaEmpty(PTA  *pta)
+{
+    PROCNAME("ptaEmpty");
+
+    if (!pta)
+        return ERROR_INT("ptad not defined", procName, 1);
+    pta->n = 0;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Pta array extension                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaAddPt()
+ *
+ * \param[in]    pta
+ * \param[in]    x, y
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptaAddPt(PTA       *pta,
+         l_float32  x,
+         l_float32  y)
+{
+l_int32  n;
+
+    PROCNAME("ptaAddPt");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+    n = pta->n;
+    if (n >= pta->nalloc)
+        ptaExtendArrays(pta);
+    pta->x[n] = x;
+    pta->y[n] = y;
+    pta->n++;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaExtendArrays()
+ *
+ * \param[in]    pta
+ * \return  0 if OK; 1 on error
+ */
+static l_int32
+ptaExtendArrays(PTA  *pta)
+{
+    PROCNAME("ptaExtendArrays");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+    if ((pta->x = (l_float32 *)reallocNew((void **)&pta->x,
+                               sizeof(l_float32) * pta->nalloc,
+                               2 * sizeof(l_float32) * pta->nalloc)) == NULL)
+        return ERROR_INT("new x array not returned", procName, 1);
+    if ((pta->y = (l_float32 *)reallocNew((void **)&pta->y,
+                               sizeof(l_float32) * pta->nalloc,
+                               2 * sizeof(l_float32) * pta->nalloc)) == NULL)
+        return ERROR_INT("new y array not returned", procName, 1);
+
+    pta->nalloc = 2 * pta->nalloc;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                     Pta insertion and removal                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaInsertPt()
+ *
+ * \param[in]    pta
+ * \param[in]    index   at which pt is to be inserted
+ * \param[in]    x, y    point values
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaInsertPt(PTA     *pta,
+            l_int32  index,
+            l_int32  x,
+            l_int32  y)
+{
+l_int32  i, n;
+
+    PROCNAME("ptaInsertPt");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    n = ptaGetCount(pta);
+    if (index < 0 || index > n)
+        return ERROR_INT("index not in {0...n}", procName, 1);
+
+    if (n > pta->nalloc)
+        ptaExtendArrays(pta);
+    pta->n++;
+    for (i = n; i > index; i--) {
+        pta->x[i] = pta->x[i - 1];
+        pta->y[i] = pta->y[i - 1];
+    }
+    pta->x[index] = x;
+    pta->y[index] = y;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaRemovePt()
+ *
+ * \param[in]    pta
+ * \param[in]    index    of point to be removed
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This shifts pta[i] --> pta[i - 1] for all i > index.
+ *      (2) It should not be used repeatedly on large arrays,
+ *          because the function is O(n).
+ * 

+ */
+l_ok
+ptaRemovePt(PTA     *pta,
+            l_int32  index)
+{
+l_int32  i, n;
+
+    PROCNAME("ptaRemovePt");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    n = ptaGetCount(pta);
+    if (index < 0 || index >= n)
+        return ERROR_INT("index not in {0...n - 1}", procName, 1);
+
+        /* Remove the point */
+    for (i = index + 1; i < n; i++) {
+        pta->x[i - 1] = pta->x[i];
+        pta->y[i - 1] = pta->y[i];
+    }
+    pta->n--;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                           Pta accessors                             *
+ *---------------------------------------------------------------------*/
+l_int32
+ptaGetRefcount(PTA  *pta)
+{
+    PROCNAME("ptaGetRefcount");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    return pta->refcount;
+}
+
+
+l_int32
+ptaChangeRefcount(PTA     *pta,
+                  l_int32  delta)
+{
+    PROCNAME("ptaChangeRefcount");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    pta->refcount += delta;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetCount()
+ *
+ * \param[in]    pta
+ * \return  count, or 0 if no pta
+ */
+l_int32
+ptaGetCount(PTA  *pta)
+{
+    PROCNAME("ptaGetCount");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 0);
+
+    return pta->n;
+}
+
+
+/*!
+ * \brief   ptaGetPt()
+ *
+ * \param[in]    pta
+ * \param[in]    index    into arrays
+ * \param[out]   px       [optional] float x value
+ * \param[out]   py       [optional] float y value
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaGetPt(PTA        *pta,
+         l_int32     index,
+         l_float32  *px,
+         l_float32  *py)
+{
+    PROCNAME("ptaGetPt");
+
+    if (px) *px = 0;
+    if (py) *py = 0;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (index < 0 || index >= pta->n)
+        return ERROR_INT("invalid index", procName, 1);
+
+    if (px) *px = pta->x[index];
+    if (py) *py = pta->y[index];
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetIPt()
+ *
+ * \param[in]    pta
+ * \param[in]    index    into arrays
+ * \param[out]   px       [optional] integer x value
+ * \param[out]   py       [optional] integer y value
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaGetIPt(PTA      *pta,
+          l_int32   index,
+          l_int32  *px,
+          l_int32  *py)
+{
+    PROCNAME("ptaGetIPt");
+
+    if (px) *px = 0;
+    if (py) *py = 0;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (index < 0 || index >= pta->n)
+        return ERROR_INT("invalid index", procName, 1);
+
+    if (px) *px = (l_int32)(pta->x[index] + 0.5);
+    if (py) *py = (l_int32)(pta->y[index] + 0.5);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaSetPt()
+ *
+ * \param[in]    pta
+ * \param[in]    index    into arrays
+ * \param[in]    x, y
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaSetPt(PTA       *pta,
+         l_int32    index,
+         l_float32  x,
+         l_float32  y)
+{
+    PROCNAME("ptaSetPt");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (index < 0 || index >= pta->n)
+        return ERROR_INT("invalid index", procName, 1);
+
+    pta->x[index] = x;
+    pta->y[index] = y;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetArrays()
+ *
+ * \param[in]    pta
+ * \param[out]   pnax    [optional] numa of x array
+ * \param[out]   pnay    [optional] numa of y array
+ * \return  0 if OK; 1 on error or if pta is empty
+ *
+ * 
+ * Notes:
+ *      (1) This copies the internal arrays into new Numas.
+ * 

+ */
+l_ok
+ptaGetArrays(PTA    *pta,
+             NUMA  **pnax,
+             NUMA  **pnay)
+{
+l_int32  i, n;
+NUMA    *nax, *nay;
+
+    PROCNAME("ptaGetArrays");
+
+    if (!pnax && !pnay)
+        return ERROR_INT("no output requested", procName, 1);
+    if (pnax) *pnax = NULL;
+    if (pnay) *pnay = NULL;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if ((n = ptaGetCount(pta)) == 0)
+        return ERROR_INT("pta is empty", procName, 1);
+
+    if (pnax) {
+        if ((nax = numaCreate(n)) == NULL)
+            return ERROR_INT("nax not made", procName, 1);
+        *pnax = nax;
+        for (i = 0; i < n; i++)
+            nax->array[i] = pta->x[i];
+        nax->n = n;
+    }
+    if (pnay) {
+        if ((nay = numaCreate(n)) == NULL)
+            return ERROR_INT("nay not made", procName, 1);
+        *pnay = nay;
+        for (i = 0; i < n; i++)
+            nay->array[i] = pta->y[i];
+        nay->n = n;
+    }
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Pta serialized for I/O                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaRead()
+ *
+ * \param[in]    filename
+ * \return  pta, or NULL on error
+ */
+PTA *
+ptaRead(const char  *filename)
+{
+FILE  *fp;
+PTA   *pta;
+
+    PROCNAME("ptaRead");
+
+    if (!filename)
+        return (PTA *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (PTA *)ERROR_PTR("stream not opened", procName, NULL);
+    pta = ptaReadStream(fp);
+    fclose(fp);
+    if (!pta)
+        return (PTA *)ERROR_PTR("pta not read", procName, NULL);
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaReadStream()
+ *
+ * \param[in]    fp    file stream
+ * \return  pta, or NULL on error
+ */
+PTA *
+ptaReadStream(FILE  *fp)
+{
+char       typestr[128];  /* hardcoded below in fscanf */
+l_int32    i, n, ix, iy, type, version;
+l_float32  x, y;
+PTA       *pta;
+
+    PROCNAME("ptaReadStream");
+
+    if (!fp)
+        return (PTA *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if (fscanf(fp, "\n Pta Version %d\n", &version) != 1)
+        return (PTA *)ERROR_PTR("not a pta file", procName, NULL);
+    if (version != PTA_VERSION_NUMBER)
+        return (PTA *)ERROR_PTR("invalid pta version", procName, NULL);
+    if (fscanf(fp, " Number of pts = %d; format = %127s\n", &n, typestr) != 2)
+        return (PTA *)ERROR_PTR("not a pta file", procName, NULL);
+    if (!strcmp(typestr, "float"))
+        type = 0;
+    else  /* typestr is "integer" */
+        type = 1;
+
+    if ((pta = ptaCreate(n)) == NULL)
+        return (PTA *)ERROR_PTR("pta not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        if (type == 0) {  /* data is float */
+            if (fscanf(fp, "   (%f, %f)\n", &x, &y) != 2) {
+                ptaDestroy(&pta);
+                return (PTA *)ERROR_PTR("error reading floats", procName, NULL);
+            }
+            ptaAddPt(pta, x, y);
+        } else {   /* data is integer */
+            if (fscanf(fp, "   (%d, %d)\n", &ix, &iy) != 2) {
+                ptaDestroy(&pta);
+                return (PTA *)ERROR_PTR("error reading ints", procName, NULL);
+            }
+            ptaAddPt(pta, ix, iy);
+        }
+    }
+
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaReadMem()
+ *
+ * \param[in]    data    serialization in ascii
+ * \param[in]    size    of data in bytes; can use strlen to get it
+ * \return  pta, or NULL on error
+ */
+PTA *
+ptaReadMem(const l_uint8  *data,
+           size_t          size)
+{
+FILE  *fp;
+PTA   *pta;
+
+    PROCNAME("ptaReadMem");
+
+    if (!data)
+        return (PTA *)ERROR_PTR("data not defined", procName, NULL);
+    if ((fp = fopenReadFromMemory(data, size)) == NULL)
+        return (PTA *)ERROR_PTR("stream not opened", procName, NULL);
+
+    pta = ptaReadStream(fp);
+    fclose(fp);
+    if (!pta) L_ERROR("pta not read\n", procName);
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaWriteDebug()
+ *
+ * \param[in]    filename
+ * \param[in]    pta
+ * \param[in]    type       0 for float values; 1 for integer values
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Debug version, intended for use in the library when writing
+ *          to files in a temp directory with names that are compiled in.
+ *          This is used instead of ptaWrite() for all such library calls.
+ *      (2) The global variable LeptDebugOK defaults to 0, and can be set
+ *          or cleared by the function setLeptDebugOK().
+ * 

+ */
+l_ok
+ptaWriteDebug(const char  *filename,
+              PTA         *pta,
+              l_int32      type)
+{
+    PROCNAME("ptaWriteDebug");
+
+    if (LeptDebugOK) {
+        return ptaWrite(filename, pta, type);
+    } else {
+        L_INFO("write to named temp file %s is disabled\n", procName, filename);
+        return 0;
+    }
+}
+
+
+/*!
+ * \brief   ptaWrite()
+ *
+ * \param[in]    filename
+ * \param[in]    pta
+ * \param[in]    type       0 for float values; 1 for integer values
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptaWrite(const char  *filename,
+         PTA         *pta,
+         l_int32      type)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("ptaWrite");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "w")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = ptaWriteStream(fp, pta, type);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("pta not written to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaWriteStream()
+ *
+ * \param[in]    fp      file stream
+ * \param[in]    pta
+ * \param[in]    type    0 for float values; 1 for integer values
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaWriteStream(FILE    *fp,
+               PTA     *pta,
+               l_int32  type)
+{
+l_int32    i, n, ix, iy;
+l_float32  x, y;
+
+    PROCNAME("ptaWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+    n = ptaGetCount(pta);
+    fprintf(fp, "\n Pta Version %d\n", PTA_VERSION_NUMBER);
+    if (type == 0)
+        fprintf(fp, " Number of pts = %d; format = float\n", n);
+    else  /* type == 1 */
+        fprintf(fp, " Number of pts = %d; format = integer\n", n);
+    for (i = 0; i < n; i++) {
+        if (type == 0) {  /* data is float */
+            ptaGetPt(pta, i, &x, &y);
+            fprintf(fp, "   (%f, %f)\n", x, y);
+        } else {   /* data is integer */
+            ptaGetIPt(pta, i, &ix, &iy);
+            fprintf(fp, "   (%d, %d)\n", ix, iy);
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaWriteMem()
+ *
+ * \param[out]   pdata    data of serialized pta; ascii
+ * \param[out]   psize    size of returned data
+ * \param[in]    pta
+ * \param[in]    type     0 for float values; 1 for integer values
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Serializes a pta in memory and puts the result in a buffer.
+ * 

+ */
+l_ok
+ptaWriteMem(l_uint8  **pdata,
+            size_t    *psize,
+            PTA       *pta,
+            l_int32    type)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("ptaWriteMem");
+
+    if (pdata) *pdata = NULL;
+    if (psize) *psize = 0;
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+#if HAVE_FMEMOPEN
+    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = ptaWriteStream(fp, pta, type);
+#else
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #endif  /* _WIN32 */
+    ret = ptaWriteStream(fp, pta, type);
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+    fclose(fp);
+    return ret;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                     PTAA creation, destruction                      *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaaCreate()
+ *
+ * \param[in]    n    initial number of ptrs
+ * \return  ptaa, or NULL on error
+ */
+PTAA *
+ptaaCreate(l_int32  n)
+{
+PTAA  *ptaa;
+
+    PROCNAME("ptaaCreate");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        n = InitialPtrArraySize;
+
+    ptaa = (PTAA *)LEPT_CALLOC(1, sizeof(PTAA));
+    ptaa->n = 0;
+    ptaa->nalloc = n;
+    if ((ptaa->pta = (PTA **)LEPT_CALLOC(n, sizeof(PTA *))) == NULL) {
+        ptaaDestroy(&ptaa);
+        return (PTAA *)ERROR_PTR("pta ptrs not made", procName, NULL);
+    }
+    return ptaa;
+}
+
+
+/*!
+ * \brief   ptaaDestroy()
+ *
+ * \param[in,out]   pptaa   will be set to null before returning
+ * \return  void
+ */
+void
+ptaaDestroy(PTAA  **pptaa)
+{
+l_int32  i;
+PTAA    *ptaa;
+
+    PROCNAME("ptaaDestroy");
+
+    if (pptaa == NULL) {
+        L_WARNING("ptr address is NULL!\n", procName);
+        return;
+    }
+
+    if ((ptaa = *pptaa) == NULL)
+        return;
+
+    for (i = 0; i < ptaa->n; i++)
+        ptaDestroy(&ptaa->pta[i]);
+    LEPT_FREE(ptaa->pta);
+
+    LEPT_FREE(ptaa);
+    *pptaa = NULL;
+    return;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                          PTAA array extension                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaaAddPta()
+ *
+ * \param[in]    ptaa
+ * \param[in]    pta         to be added
+ * \param[in]    copyflag    L_INSERT, L_COPY, L_CLONE
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptaaAddPta(PTAA    *ptaa,
+           PTA     *pta,
+           l_int32  copyflag)
+{
+l_int32  n;
+PTA     *ptac;
+
+    PROCNAME("ptaaAddPta");
+
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+    if (copyflag == L_INSERT) {
+        ptac = pta;
+    } else if (copyflag == L_COPY) {
+        if ((ptac = ptaCopy(pta)) == NULL)
+            return ERROR_INT("ptac not made", procName, 1);
+    } else if (copyflag == L_CLONE) {
+        if ((ptac = ptaClone(pta)) == NULL)
+            return ERROR_INT("pta clone not made", procName, 1);
+    } else {
+        return ERROR_INT("invalid copyflag", procName, 1);
+    }
+
+    n = ptaaGetCount(ptaa);
+    if (n >= ptaa->nalloc)
+        ptaaExtendArray(ptaa);
+    ptaa->pta[n] = ptac;
+    ptaa->n++;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaaExtendArray()
+ *
+ * \param[in]    ptaa
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+ptaaExtendArray(PTAA  *ptaa)
+{
+    PROCNAME("ptaaExtendArray");
+
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+
+    if ((ptaa->pta = (PTA **)reallocNew((void **)&ptaa->pta,
+                             sizeof(PTA *) * ptaa->nalloc,
+                             2 * sizeof(PTA *) * ptaa->nalloc)) == NULL)
+        return ERROR_INT("new ptr array not returned", procName, 1);
+
+    ptaa->nalloc = 2 * ptaa->nalloc;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                          Ptaa accessors                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaaGetCount()
+ *
+ * \param[in]    ptaa
+ * \return  count, or 0 if no ptaa
+ */
+l_int32
+ptaaGetCount(PTAA  *ptaa)
+{
+    PROCNAME("ptaaGetCount");
+
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 0);
+
+    return ptaa->n;
+}
+
+
+/*!
+ * \brief   ptaaGetPta()
+ *
+ * \param[in]    ptaa
+ * \param[in]    index         to the i-th pta
+ * \param[in]    accessflag    L_COPY or L_CLONE
+ * \return  pta, or NULL on error
+ */
+PTA *
+ptaaGetPta(PTAA    *ptaa,
+           l_int32  index,
+           l_int32  accessflag)
+{
+    PROCNAME("ptaaGetPta");
+
+    if (!ptaa)
+        return (PTA *)ERROR_PTR("ptaa not defined", procName, NULL);
+    if (index < 0 || index >= ptaa->n)
+        return (PTA *)ERROR_PTR("index not valid", procName, NULL);
+
+    if (accessflag == L_COPY)
+        return ptaCopy(ptaa->pta[index]);
+    else if (accessflag == L_CLONE)
+        return ptaClone(ptaa->pta[index]);
+    else
+        return (PTA *)ERROR_PTR("invalid accessflag", procName, NULL);
+}
+
+
+/*!
+ * \brief   ptaaGetPt()
+ *
+ * \param[in]    ptaa
+ * \param[in]    ipta   to the i-th pta
+ * \param[in]    jpt    index to the j-th pt in the pta
+ * \param[out]   px     [optional] float x value
+ * \param[out]   py     [optional] float y value
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaaGetPt(PTAA       *ptaa,
+           l_int32     ipta,
+           l_int32     jpt,
+           l_float32  *px,
+           l_float32  *py)
+{
+PTA  *pta;
+
+    PROCNAME("ptaaGetPt");
+
+    if (px) *px = 0;
+    if (py) *py = 0;
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+    if (ipta < 0 || ipta >= ptaa->n)
+        return ERROR_INT("index ipta not valid", procName, 1);
+
+    pta = ptaaGetPta(ptaa, ipta, L_CLONE);
+    if (jpt < 0 || jpt >= pta->n) {
+        ptaDestroy(&pta);
+        return ERROR_INT("index jpt not valid", procName, 1);
+    }
+
+    ptaGetPt(pta, jpt, px, py);
+    ptaDestroy(&pta);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                        Ptaa array modifiers                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaaInitFull()
+ *
+ * \param[in]    ptaa    can have non-null ptrs in the ptr array
+ * \param[in]    pta     to be replicated into the entire ptr array
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaaInitFull(PTAA  *ptaa,
+             PTA   *pta)
+{
+l_int32  n, i;
+PTA     *ptat;
+
+    PROCNAME("ptaaInitFull");
+
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+    n = ptaa->nalloc;
+    ptaa->n = n;
+    for (i = 0; i < n; i++) {
+        ptat = ptaCopy(pta);
+        ptaaReplacePta(ptaa, i, ptat);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaaReplacePta()
+ *
+ * \param[in]    ptaa
+ * \param[in]    index   to the index-th pta
+ * \param[in]    pta     insert and replace any existing one
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Any existing pta is destroyed, and the input one
+ *          is inserted in its place.
+ *      (2) If %index is invalid, return 1 (error)
+ * 

+ */
+l_ok
+ptaaReplacePta(PTAA    *ptaa,
+               l_int32  index,
+               PTA     *pta)
+{
+l_int32  n;
+
+    PROCNAME("ptaaReplacePta");
+
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    n = ptaaGetCount(ptaa);
+    if (index < 0 || index >= n)
+        return ERROR_INT("index not valid", procName, 1);
+
+    ptaDestroy(&ptaa->pta[index]);
+    ptaa->pta[index] = pta;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaaAddPt()
+ *
+ * \param[in]    ptaa
+ * \param[in]    ipta   to the i-th pta
+ * \param[in]    x,y    point coordinates
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaaAddPt(PTAA      *ptaa,
+          l_int32    ipta,
+          l_float32  x,
+          l_float32  y)
+{
+PTA  *pta;
+
+    PROCNAME("ptaaAddPt");
+
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+    if (ipta < 0 || ipta >= ptaa->n)
+        return ERROR_INT("index ipta not valid", procName, 1);
+
+    pta = ptaaGetPta(ptaa, ipta, L_CLONE);
+    ptaAddPt(pta, x, y);
+    ptaDestroy(&pta);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaaTruncate()
+ *
+ * \param[in]    ptaa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This identifies the largest index containing a pta that
+ *          has any points within it, destroys all pta above that index,
+ *          and resets the count.
+ * 

+ */
+l_ok
+ptaaTruncate(PTAA  *ptaa)
+{
+l_int32  i, n, np;
+PTA     *pta;
+
+    PROCNAME("ptaaTruncate");
+
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+
+    n = ptaaGetCount(ptaa);
+    for (i = n - 1; i >= 0; i--) {
+        pta = ptaaGetPta(ptaa, i, L_CLONE);
+        if (!pta) {
+            ptaa->n--;
+            continue;
+        }
+        np = ptaGetCount(pta);
+        ptaDestroy(&pta);
+        if (np == 0) {
+            ptaDestroy(&ptaa->pta[i]);
+            ptaa->n--;
+        } else {
+            break;
+        }
+    }
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Ptaa serialized for I/O                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaaRead()
+ *
+ * \param[in]    filename
+ * \return  ptaa, or NULL on error
+ */
+PTAA *
+ptaaRead(const char  *filename)
+{
+FILE  *fp;
+PTAA  *ptaa;
+
+    PROCNAME("ptaaRead");
+
+    if (!filename)
+        return (PTAA *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (PTAA *)ERROR_PTR("stream not opened", procName, NULL);
+    ptaa = ptaaReadStream(fp);
+    fclose(fp);
+    if (!ptaa)
+        return (PTAA *)ERROR_PTR("ptaa not read", procName, NULL);
+    return ptaa;
+}
+
+
+/*!
+ * \brief   ptaaReadStream()
+ *
+ * \param[in]    fp    file stream
+ * \return  ptaa, or NULL on error
+ */
+PTAA *
+ptaaReadStream(FILE  *fp)
+{
+l_int32  i, n, version;
+PTA     *pta;
+PTAA    *ptaa;
+
+    PROCNAME("ptaaReadStream");
+
+    if (!fp)
+        return (PTAA *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if (fscanf(fp, "\nPtaa Version %d\n", &version) != 1)
+        return (PTAA *)ERROR_PTR("not a ptaa file", procName, NULL);
+    if (version != PTA_VERSION_NUMBER)
+        return (PTAA *)ERROR_PTR("invalid ptaa version", procName, NULL);
+    if (fscanf(fp, "Number of Pta = %d\n", &n) != 1)
+        return (PTAA *)ERROR_PTR("not a ptaa file", procName, NULL);
+
+    if ((ptaa = ptaaCreate(n)) == NULL)
+        return (PTAA *)ERROR_PTR("ptaa not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        if ((pta = ptaReadStream(fp)) == NULL) {
+            ptaaDestroy(&ptaa);
+            return (PTAA *)ERROR_PTR("error reading pta", procName, NULL);
+        }
+        ptaaAddPta(ptaa, pta, L_INSERT);
+    }
+
+    return ptaa;
+}
+
+
+/*!
+ * \brief   ptaaReadMem()
+ *
+ * \param[in]    data    serialization in ascii
+ * \param[in]    size    of data in bytes; can use strlen to get it
+ * \return  ptaa, or NULL on error
+ */
+PTAA *
+ptaaReadMem(const l_uint8  *data,
+            size_t          size)
+{
+FILE  *fp;
+PTAA  *ptaa;
+
+    PROCNAME("ptaaReadMem");
+
+    if (!data)
+        return (PTAA *)ERROR_PTR("data not defined", procName, NULL);
+    if ((fp = fopenReadFromMemory(data, size)) == NULL)
+        return (PTAA *)ERROR_PTR("stream not opened", procName, NULL);
+
+    ptaa = ptaaReadStream(fp);
+    fclose(fp);
+    if (!ptaa) L_ERROR("ptaa not read\n", procName);
+    return ptaa;
+}
+
+
+/*!
+ * \brief   ptaaWriteDebug()
+ *
+ * \param[in]    filename
+ * \param[in]    ptaa
+ * \param[in]    type      0 for float values; 1 for integer values
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Debug version, intended for use in the library when writing
+ *          to files in a temp directory with names that are compiled in.
+ *          This is used instead of ptaaWrite() for all such library calls.
+ *      (2) The global variable LeptDebugOK defaults to 0, and can be set
+ *          or cleared by the function setLeptDebugOK().
+ * 

+ */
+l_ok
+ptaaWriteDebug(const char  *filename,
+               PTAA        *ptaa,
+               l_int32      type)
+{
+    PROCNAME("ptaaWriteDebug");
+
+    if (LeptDebugOK) {
+        return ptaaWrite(filename, ptaa, type);
+    } else {
+        L_INFO("write to named temp file %s is disabled\n", procName, filename);
+        return 0;
+    }
+}
+
+
+/*!
+ * \brief   ptaaWrite()
+ *
+ * \param[in]    filename
+ * \param[in]    ptaa
+ * \param[in]    type      0 for float values; 1 for integer values
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptaaWrite(const char  *filename,
+          PTAA        *ptaa,
+          l_int32      type)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("ptaaWrite");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "w")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = ptaaWriteStream(fp, ptaa, type);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("ptaa not written to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaaWriteStream()
+ *
+ * \param[in]    fp      file stream
+ * \param[in]    ptaa
+ * \param[in]    type    0 for float values; 1 for integer values
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptaaWriteStream(FILE    *fp,
+                PTAA    *ptaa,
+                l_int32  type)
+{
+l_int32  i, n;
+PTA     *pta;
+
+    PROCNAME("ptaaWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+
+    n = ptaaGetCount(ptaa);
+    fprintf(fp, "\nPtaa Version %d\n", PTA_VERSION_NUMBER);
+    fprintf(fp, "Number of Pta = %d\n", n);
+    for (i = 0; i < n; i++) {
+        pta = ptaaGetPta(ptaa, i, L_CLONE);
+        ptaWriteStream(fp, pta, type);
+        ptaDestroy(&pta);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaaWriteMem()
+ *
+ * \param[out]   pdata    data of serialized ptaa; ascii
+ * \param[out]   psize    size of returned data
+ * \param[in]    ptaa
+ * \param[in]    type     0 for float values; 1 for integer values
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Serializes %ptaa in memory and puts the result in a buffer.
+ * 

+ */
+l_ok
+ptaaWriteMem(l_uint8  **pdata,
+             size_t    *psize,
+             PTAA      *ptaa,
+             l_int32    type)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("ptaaWriteMem");
+
+    if (pdata) *pdata = NULL;
+    if (psize) *psize = 0;
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    if (!ptaa)
+        return ERROR_INT("ptaa not defined", procName, 1);
+
+#if HAVE_FMEMOPEN
+    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = ptaaWriteStream(fp, ptaa, type);
+#else
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #endif  /* _WIN32 */
+    ret = ptaaWriteStream(fp, ptaa, type);
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+    fclose(fp);
+    return ret;
+}
diff --git a/3rdparty/hgOCR/leptonica/ptafunc1.c b/3rdparty/hgOCR/leptonica/ptafunc1.c
new file mode 100644
index 00000000..b8db958c
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/ptafunc1.c
@@ -0,0 +1,2665 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file  ptafunc1.c
+ * 
+ *
+ *      --------------------------------------
+ *      This file has these Pta utilities:
+ *         - simple rearrangements
+ *         - geometric analysis
+ *         - min/max and filtering
+ *         - least squares fitting
+ *         - interconversions with Pix and Numa
+ *         - display into a pix
+ *      --------------------------------------
+ *
+ *      Simple rearrangements
+ *           PTA      *ptaSubsample()
+ *           l_int32   ptaJoin()
+ *           l_int32   ptaaJoin()
+ *           PTA      *ptaReverse()
+ *           PTA      *ptaTranspose()
+ *           PTA      *ptaCyclicPerm()
+ *           PTA      *ptaSelectRange()
+ *
+ *      Geometric
+ *           BOX      *ptaGetBoundingRegion()
+ *           l_int32  *ptaGetRange()
+ *           PTA      *ptaGetInsideBox()
+ *           PTA      *pixFindCornerPixels()
+ *           l_int32   ptaContainsPt()
+ *           l_int32   ptaTestIntersection()
+ *           PTA      *ptaTransform()
+ *           l_int32   ptaPtInsidePolygon()
+ *           l_float32 l_angleBetweenVectors()
+ *
+ *      Min/max and filtering
+ *           l_int32   ptaGetMinMax()
+ *           PTA      *ptaSelectByValue()
+ *           PTA      *ptaCropToMask()
+ *
+ *      Least Squares Fit
+ *           l_int32   ptaGetLinearLSF()
+ *           l_int32   ptaGetQuadraticLSF()
+ *           l_int32   ptaGetCubicLSF()
+ *           l_int32   ptaGetQuarticLSF()
+ *           l_int32   ptaNoisyLinearLSF()
+ *           l_int32   ptaNoisyQuadraticLSF()
+ *           l_int32   applyLinearFit()
+ *           l_int32   applyQuadraticFit()
+ *           l_int32   applyCubicFit()
+ *           l_int32   applyQuarticFit()
+ *
+ *      Interconversions with Pix
+ *           l_int32   pixPlotAlongPta()
+ *           PTA      *ptaGetPixelsFromPix()
+ *           PIX      *pixGenerateFromPta()
+ *           PTA      *ptaGetBoundaryPixels()
+ *           PTAA     *ptaaGetBoundaryPixels()
+ *           PTAA     *ptaaIndexLabeledPixels()
+ *           PTA      *ptaGetNeighborPixLocs()
+ *
+ *      Interconversion with Numa
+ *           PTA      *numaConvertToPta1()
+ *           PTA      *numaConvertToPta2()
+ *           l_int32   ptaConvertToNuma()
+ *
+ *      Display Pta and Ptaa
+ *           PIX      *pixDisplayPta()
+ *           PIX      *pixDisplayPtaaPattern()
+ *           PIX      *pixDisplayPtaPattern()
+ *           PTA      *ptaReplicatePattern()
+ *           PIX      *pixDisplayPtaa()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+#ifndef M_PI
+#define M_PI 3.14159265358979323846
+#endif  /* M_PI */
+
+
+/*---------------------------------------------------------------------*
+ *                        Simple rearrangements                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaSubsample()
+ *
+ * \param[in]    ptas
+ * \param[in]    subfactor    subsample factor, >= 1
+ * \return  ptad evenly sampled pt values from ptas, or NULL on error
+ */
+PTA *
+ptaSubsample(PTA     *ptas,
+             l_int32  subfactor)
+{
+l_int32    n, i;
+l_float32  x, y;
+PTA       *ptad;
+
+    PROCNAME("pixSubsample");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (subfactor < 1)
+        return (PTA *)ERROR_PTR("subfactor < 1", procName, NULL);
+
+    ptad = ptaCreate(0);
+    n = ptaGetCount(ptas);
+    for (i = 0; i < n; i++) {
+        if (i % subfactor != 0) continue;
+        ptaGetPt(ptas, i, &x, &y);
+        ptaAddPt(ptad, x, y);
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaJoin()
+ *
+ * \param[in]    ptad     dest pta; add to this one
+ * \param[in]    ptas     source pta; add from this one
+ * \param[in]    istart   starting index in ptas
+ * \param[in]    iend     ending index in ptas; use -1 to cat all
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (2) iend < 0 means 'read to the end'
+ *      (3) if ptas == NULL, this is a no-op
+ * 

+ */
+l_ok
+ptaJoin(PTA     *ptad,
+        PTA     *ptas,
+        l_int32  istart,
+        l_int32  iend)
+{
+l_int32  n, i, x, y;
+
+    PROCNAME("ptaJoin");
+
+    if (!ptad)
+        return ERROR_INT("ptad not defined", procName, 1);
+    if (!ptas)
+        return 0;
+
+    if (istart < 0)
+        istart = 0;
+    n = ptaGetCount(ptas);
+    if (iend < 0 || iend >= n)
+        iend = n - 1;
+    if (istart > iend)
+        return ERROR_INT("istart > iend; no pts", procName, 1);
+
+    for (i = istart; i <= iend; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        ptaAddPt(ptad, x, y);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaaJoin()
+ *
+ * \param[in]    ptaad    dest ptaa; add to this one
+ * \param[in]    ptaas    source ptaa; add from this one
+ * \param[in]    istart   starting index in ptaas
+ * \param[in]    iend     ending index in ptaas; use -1 to cat all
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) istart < 0 is taken to mean 'read from the start' (istart = 0)
+ *      (2) iend < 0 means 'read to the end'
+ *      (3) if ptas == NULL, this is a no-op
+ * 

+ */
+l_ok
+ptaaJoin(PTAA    *ptaad,
+         PTAA    *ptaas,
+         l_int32  istart,
+         l_int32  iend)
+{
+l_int32  n, i;
+PTA     *pta;
+
+    PROCNAME("ptaaJoin");
+
+    if (!ptaad)
+        return ERROR_INT("ptaad not defined", procName, 1);
+    if (!ptaas)
+        return 0;
+
+    if (istart < 0)
+        istart = 0;
+    n = ptaaGetCount(ptaas);
+    if (iend < 0 || iend >= n)
+        iend = n - 1;
+    if (istart > iend)
+        return ERROR_INT("istart > iend; no pts", procName, 1);
+
+    for (i = istart; i <= iend; i++) {
+        pta = ptaaGetPta(ptaas, i, L_CLONE);
+        ptaaAddPta(ptaad, pta, L_INSERT);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaReverse()
+ *
+ * \param[in]    ptas
+ * \param[in]    type     0 for float values; 1 for integer values
+ * \return  ptad reversed pta, or NULL on error
+ */
+PTA  *
+ptaReverse(PTA     *ptas,
+           l_int32  type)
+{
+l_int32    n, i, ix, iy;
+l_float32  x, y;
+PTA       *ptad;
+
+    PROCNAME("ptaReverse");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+
+    n = ptaGetCount(ptas);
+    if ((ptad = ptaCreate(n)) == NULL)
+        return (PTA *)ERROR_PTR("ptad not made", procName, NULL);
+    for (i = n - 1; i >= 0; i--) {
+        if (type == 0) {
+            ptaGetPt(ptas, i, &x, &y);
+            ptaAddPt(ptad, x, y);
+        } else {  /* type == 1 */
+            ptaGetIPt(ptas, i, &ix, &iy);
+            ptaAddPt(ptad, ix, iy);
+        }
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaTranspose()
+ *
+ * \param[in]    ptas
+ * \return  ptad with x and y values swapped, or NULL on error
+ */
+PTA  *
+ptaTranspose(PTA  *ptas)
+{
+l_int32    n, i;
+l_float32  x, y;
+PTA       *ptad;
+
+    PROCNAME("ptaTranspose");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+
+    n = ptaGetCount(ptas);
+    if ((ptad = ptaCreate(n)) == NULL)
+        return (PTA *)ERROR_PTR("ptad not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(ptas, i, &x, &y);
+        ptaAddPt(ptad, y, x);
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaCyclicPerm()
+ *
+ * \param[in]    ptas
+ * \param[in]    xs, ys     start point; must be in ptas
+ * \return  ptad cyclic permutation, starting and ending at (xs, ys,
+ *              or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Check to insure that (a) ptas is a closed path where
+ *          the first and last points are identical, and (b) the
+ *          resulting pta also starts and ends on the same point
+ *          (which in this case is (xs, ys).
+ * 

+ */
+PTA  *
+ptaCyclicPerm(PTA     *ptas,
+              l_int32  xs,
+              l_int32  ys)
+{
+l_int32  n, i, x, y, j, index, state;
+l_int32  x1, y1, x2, y2;
+PTA     *ptad;
+
+    PROCNAME("ptaCyclicPerm");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+
+    n = ptaGetCount(ptas);
+
+        /* Verify input data */
+    ptaGetIPt(ptas, 0, &x1, &y1);
+    ptaGetIPt(ptas, n - 1, &x2, &y2);
+    if (x1 != x2 || y1 != y2)
+        return (PTA *)ERROR_PTR("start and end pts not same", procName, NULL);
+    state = L_NOT_FOUND;
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        if (x == xs && y == ys) {
+            state = L_FOUND;
+            break;
+        }
+    }
+    if (state == L_NOT_FOUND)
+        return (PTA *)ERROR_PTR("start pt not in ptas", procName, NULL);
+
+    if ((ptad = ptaCreate(n)) == NULL)
+        return (PTA *)ERROR_PTR("ptad not made", procName, NULL);
+    for (j = 0; j < n - 1; j++) {
+        if (i + j < n - 1)
+            index = i + j;
+        else
+            index = (i + j + 1) % n;
+        ptaGetIPt(ptas, index, &x, &y);
+        ptaAddPt(ptad, x, y);
+    }
+    ptaAddPt(ptad, xs, ys);
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaSelectRange()
+ *
+ * \param[in]    ptas
+ * \param[in]    first    use 0 to select from the beginning
+ * \param[in]    last     use -1 to select to the end
+ * \return  ptad, or NULL on error
+ */
+PTA *
+ptaSelectRange(PTA     *ptas,
+               l_int32  first,
+               l_int32  last)
+{
+l_int32    n, npt, i;
+l_float32  x, y;
+PTA       *ptad;
+
+    PROCNAME("ptaSelectRange");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if ((n = ptaGetCount(ptas)) == 0) {
+        L_WARNING("ptas is empty\n", procName);
+        return ptaCopy(ptas);
+    }
+    first = L_MAX(0, first);
+    if (last < 0) last = n - 1;
+    if (first >= n)
+        return (PTA *)ERROR_PTR("invalid first", procName, NULL);
+    if (last >= n) {
+        L_WARNING("last = %d is beyond max index = %d; adjusting\n",
+                  procName, last, n - 1);
+        last = n - 1;
+    }
+    if (first > last)
+        return (PTA *)ERROR_PTR("first > last", procName, NULL);
+
+    npt = last - first + 1;
+    ptad = ptaCreate(npt);
+    for (i = first; i <= last; i++) {
+        ptaGetPt(ptas, i, &x, &y);
+        ptaAddPt(ptad, x, y);
+    }
+    return ptad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                               Geometric                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaGetBoundingRegion()
+ *
+ * \param[in]    pta
+ * \return  box, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used when the pta represents a set of points in
+ *          a two-dimensional image.  It returns the box of minimum
+ *          size containing the pts in the pta.
+ * 

+ */
+BOX *
+ptaGetBoundingRegion(PTA  *pta)
+{
+l_int32  n, i, x, y, minx, maxx, miny, maxy;
+
+    PROCNAME("ptaGetBoundingRegion");
+
+    if (!pta)
+        return (BOX *)ERROR_PTR("pta not defined", procName, NULL);
+
+    minx = 10000000;
+    miny = 10000000;
+    maxx = -10000000;
+    maxy = -10000000;
+    n = ptaGetCount(pta);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        if (x < minx) minx = x;
+        if (x > maxx) maxx = x;
+        if (y < miny) miny = y;
+        if (y > maxy) maxy = y;
+    }
+
+    return boxCreate(minx, miny, maxx - minx + 1, maxy - miny + 1);
+}
+
+
+/*!
+ * \brief   ptaGetRange()
+ *
+ * \param[in]    pta
+ * \param[out]   pminx    [optional] min value of x
+ * \param[out]   pmaxx    [optional] max value of x
+ * \param[out]   pminy    [optional] min value of y
+ * \param[out]   pmaxy    [optional] max value of y
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) We can use pts to represent pairs of floating values, that
+ *          are not necessarily tied to a two-dimension region.  For
+ *          example, the pts can represent a general function y(x).
+ * 

+ */
+l_ok
+ptaGetRange(PTA        *pta,
+            l_float32  *pminx,
+            l_float32  *pmaxx,
+            l_float32  *pminy,
+            l_float32  *pmaxy)
+{
+l_int32    n, i;
+l_float32  x, y, minx, maxx, miny, maxy;
+
+    PROCNAME("ptaGetRange");
+
+    if (!pminx && !pmaxx && !pminy && !pmaxy)
+        return ERROR_INT("no output requested", procName, 1);
+    if (pminx) *pminx = 0;
+    if (pmaxx) *pmaxx = 0;
+    if (pminy) *pminy = 0;
+    if (pmaxy) *pmaxy = 0;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if ((n = ptaGetCount(pta)) == 0)
+        return ERROR_INT("no points in pta", procName, 1);
+
+    ptaGetPt(pta, 0, &x, &y);
+    minx = x;
+    maxx = x;
+    miny = y;
+    maxy = y;
+    for (i = 1; i < n; i++) {
+        ptaGetPt(pta, i, &x, &y);
+        if (x < minx) minx = x;
+        if (x > maxx) maxx = x;
+        if (y < miny) miny = y;
+        if (y > maxy) maxy = y;
+    }
+    if (pminx) *pminx = minx;
+    if (pmaxx) *pmaxx = maxx;
+    if (pminy) *pminy = miny;
+    if (pmaxy) *pmaxy = maxy;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetInsideBox()
+ *
+ * \param[in]    ptas    input pts
+ * \param[in]    box
+ * \return  ptad of pts in ptas that are inside the box, or NULL on error
+ */
+PTA *
+ptaGetInsideBox(PTA  *ptas,
+                BOX  *box)
+{
+PTA       *ptad;
+l_int32    n, i, contains;
+l_float32  x, y;
+
+    PROCNAME("ptaGetInsideBox");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!box)
+        return (PTA *)ERROR_PTR("box not defined", procName, NULL);
+
+    n = ptaGetCount(ptas);
+    ptad = ptaCreate(0);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(ptas, i, &x, &y);
+        boxContainsPt(box, x, y, &contains);
+        if (contains)
+            ptaAddPt(ptad, x, y);
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   pixFindCornerPixels()
+ *
+ * \param[in]    pixs    1 bpp
+ * \return  pta, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Finds the 4 corner-most pixels, as defined by a search
+ *          inward from each corner, using a 45 degree line.
+ * 

+ */
+PTA *
+pixFindCornerPixels(PIX  *pixs)
+{
+l_int32    i, j, x, y, w, h, wpl, mindim, found;
+l_uint32  *data, *line;
+PTA       *pta;
+
+    PROCNAME("pixFindCornerPixels");
+
+    if (!pixs)
+        return (PTA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PTA *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    w = pixGetWidth(pixs);
+    h = pixGetHeight(pixs);
+    mindim = L_MIN(w, h);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+
+    if ((pta = ptaCreate(4)) == NULL)
+        return (PTA *)ERROR_PTR("pta not made", procName, NULL);
+
+    for (found = FALSE, i = 0; i < mindim; i++) {
+        for (j = 0; j <= i; j++) {
+            y = i - j;
+            line = data + y * wpl;
+            if (GET_DATA_BIT(line, j)) {
+                ptaAddPt(pta, j, y);
+                found = TRUE;
+                break;
+            }
+        }
+        if (found == TRUE)
+            break;
+    }
+
+    for (found = FALSE, i = 0; i < mindim; i++) {
+        for (j = 0; j <= i; j++) {
+            y = i - j;
+            line = data + y * wpl;
+            x = w - 1 - j;
+            if (GET_DATA_BIT(line, x)) {
+                ptaAddPt(pta, x, y);
+                found = TRUE;
+                break;
+            }
+        }
+        if (found == TRUE)
+            break;
+    }
+
+    for (found = FALSE, i = 0; i < mindim; i++) {
+        for (j = 0; j <= i; j++) {
+            y = h - 1 - i + j;
+            line = data + y * wpl;
+            if (GET_DATA_BIT(line, j)) {
+                ptaAddPt(pta, j, y);
+                found = TRUE;
+                break;
+            }
+        }
+        if (found == TRUE)
+            break;
+    }
+
+    for (found = FALSE, i = 0; i < mindim; i++) {
+        for (j = 0; j <= i; j++) {
+            y = h - 1 - i + j;
+            line = data + y * wpl;
+            x = w - 1 - j;
+            if (GET_DATA_BIT(line, x)) {
+                ptaAddPt(pta, x, y);
+                found = TRUE;
+                break;
+            }
+        }
+        if (found == TRUE)
+            break;
+    }
+
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaContainsPt()
+ *
+ * \param[in]    pta
+ * \param[in]    x, y     point
+ * \return  1 if contained, 0 otherwise or on error
+ */
+l_int32
+ptaContainsPt(PTA     *pta,
+              l_int32  x,
+              l_int32  y)
+{
+l_int32  i, n, ix, iy;
+
+    PROCNAME("ptaContainsPt");
+
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 0);
+
+    n = ptaGetCount(pta);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &ix, &iy);
+        if (x == ix && y == iy)
+            return 1;
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaTestIntersection()
+ *
+ * \param[in]    pta1, pta2
+ * \return  bval which is 1 if they have any elements in common;
+ *              0 otherwise or on error.
+ */
+l_int32
+ptaTestIntersection(PTA  *pta1,
+                    PTA  *pta2)
+{
+l_int32  i, j, n1, n2, x1, y1, x2, y2;
+
+    PROCNAME("ptaTestIntersection");
+
+    if (!pta1)
+        return ERROR_INT("pta1 not defined", procName, 0);
+    if (!pta2)
+        return ERROR_INT("pta2 not defined", procName, 0);
+
+    n1 = ptaGetCount(pta1);
+    n2 = ptaGetCount(pta2);
+    for (i = 0; i < n1; i++) {
+        ptaGetIPt(pta1, i, &x1, &y1);
+        for (j = 0; j < n2; j++) {
+            ptaGetIPt(pta2, i, &x2, &y2);
+            if (x1 == x2 && y1 == y2)
+                return 1;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaTransform()
+ *
+ * \param[in]    ptas
+ * \param[in]    shiftx, shifty
+ * \param[in]    scalex, scaley
+ * \return  pta, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Shift first, then scale.
+ * 

+ */
+PTA *
+ptaTransform(PTA       *ptas,
+             l_int32    shiftx,
+             l_int32    shifty,
+             l_float32  scalex,
+             l_float32  scaley)
+{
+l_int32  n, i, x, y;
+PTA     *ptad;
+
+    PROCNAME("ptaTransform");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    n = ptaGetCount(ptas);
+    ptad = ptaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        x = (l_int32)(scalex * (x + shiftx) + 0.5);
+        y = (l_int32)(scaley * (y + shifty) + 0.5);
+        ptaAddPt(ptad, x, y);
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaPtInsidePolygon()
+ *
+ * \param[in]    pta       vertices of a polygon
+ * \param[in]    x, y      point to be tested
+ * \param[out]   pinside   1 if inside; 0 if outside or on boundary
+ * \return  1 if OK, 0 on error
+ *
+ *  The abs value of the sum of the angles subtended from a point by
+ *  the sides of a polygon, when taken in order traversing the polygon,
+ *  is 0 if the point is outside the polygon and 2*pi if inside.
+ *  The sign will be positive if traversed cw and negative if ccw.
+ */
+l_int32
+ptaPtInsidePolygon(PTA       *pta,
+                   l_float32  x,
+                   l_float32  y,
+                   l_int32   *pinside)
+{
+l_int32    i, n;
+l_float32  sum, x1, y1, x2, y2, xp1, yp1, xp2, yp2;
+
+    PROCNAME("ptaPtInsidePolygon");
+
+    if (!pinside)
+        return ERROR_INT("&inside not defined", procName, 1);
+    *pinside = 0;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+        /* Think of (x1,y1) as the end point of a vector that starts
+         * from the origin (0,0), and ditto for (x2,y2). */
+    n = ptaGetCount(pta);
+    sum = 0.0;
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &xp1, &yp1);
+        ptaGetPt(pta, (i + 1) % n, &xp2, &yp2);
+        x1 = xp1 - x;
+        y1 = yp1 - y;
+        x2 = xp2 - x;
+        y2 = yp2 - y;
+        sum += l_angleBetweenVectors(x1, y1, x2, y2);
+    }
+
+    if (L_ABS(sum) > M_PI)
+        *pinside = 1;
+    return 0;
+}
+
+
+/*!
+ * \brief   l_angleBetweenVectors()
+ *
+ * \param[in]    x1, y1     end point of first vector
+ * \param[in]    x2, y2     end point of second vector
+ * \return  angle radians, or 0.0 on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives the angle between two vectors, going between
+ *          vector1 (x1,y1) and vector2 (x2,y2).  The angle is swept
+ *          out from 1 --> 2.  If this is clockwise, the angle is
+ *          positive, but the result is folded into the interval [-pi, pi].
+ * 

+ */
+l_float32
+l_angleBetweenVectors(l_float32  x1,
+                      l_float32  y1,
+                      l_float32  x2,
+                      l_float32  y2)
+{
+l_float64  ang;
+
+    ang = atan2(y2, x2) - atan2(y1, x1);
+    if (ang > M_PI) ang -= 2.0 * M_PI;
+    if (ang < -M_PI) ang += 2.0 * M_PI;
+    return ang;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Min/max and filtering                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaGetMinMax()
+ *
+ * \param[in]    pta
+ * \param[out]   pxmin   [optional] min of x
+ * \param[out]   pymin   [optional] min of y
+ * \param[out]   pxmax   [optional] max of x
+ * \param[out]   pymax   [optional] max of y
+ * \return  0 if OK, 1 on error.  If pta is empty, requested
+ *              values are returned as -1.0.
+ */
+l_ok
+ptaGetMinMax(PTA        *pta,
+             l_float32  *pxmin,
+             l_float32  *pymin,
+             l_float32  *pxmax,
+             l_float32  *pymax)
+{
+l_int32    i, n;
+l_float32  x, y, xmin, ymin, xmax, ymax;
+
+    PROCNAME("ptaGetMinMax");
+
+    if (pxmin) *pxmin = -1.0;
+    if (pymin) *pymin = -1.0;
+    if (pxmax) *pxmax = -1.0;
+    if (pymax) *pymax = -1.0;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (!pxmin && !pxmax && !pymin && !pymax)
+        return ERROR_INT("no output requested", procName, 1);
+    if ((n = ptaGetCount(pta)) == 0) {
+        L_WARNING("pta is empty\n", procName);
+        return 0;
+    }
+
+    xmin = ymin = 1.0e20;
+    xmax = ymax = -1.0e20;
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &x, &y);
+        if (x < xmin) xmin = x;
+        if (y < ymin) ymin = y;
+        if (x > xmax) xmax = x;
+        if (y > ymax) ymax = y;
+    }
+    if (pxmin) *pxmin = xmin;
+    if (pymin) *pymin = ymin;
+    if (pxmax) *pxmax = xmax;
+    if (pymax) *pymax = ymax;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaSelectByValue()
+ *
+ * \param[in]    ptas
+ * \param[in]    xth, yth    threshold values
+ * \param[in]    type        L_SELECT_XVAL, L_SELECT_YVAL,
+ *                           L_SELECT_IF_EITHER, L_SELECT_IF_BOTH
+ * \param[in]    relation    L_SELECT_IF_LT, L_SELECT_IF_GT,
+ *                           L_SELECT_IF_LTE, L_SELECT_IF_GTE
+ * \return  ptad filtered set, or NULL on error
+ */
+PTA *
+ptaSelectByValue(PTA       *ptas,
+                 l_float32  xth,
+                 l_float32  yth,
+                 l_int32    type,
+                 l_int32    relation)
+{
+l_int32    i, n;
+l_float32  x, y;
+PTA       *ptad;
+
+    PROCNAME("ptaSelectByValue");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (ptaGetCount(ptas) == 0) {
+        L_WARNING("ptas is empty\n", procName);
+        return ptaCopy(ptas);
+    }
+    if (type != L_SELECT_XVAL && type != L_SELECT_YVAL &&
+        type != L_SELECT_IF_EITHER && type != L_SELECT_IF_BOTH)
+        return (PTA *)ERROR_PTR("invalid type", procName, NULL);
+    if (relation != L_SELECT_IF_LT && relation != L_SELECT_IF_GT &&
+        relation != L_SELECT_IF_LTE && relation != L_SELECT_IF_GTE)
+        return (PTA *)ERROR_PTR("invalid relation", procName, NULL);
+
+    n = ptaGetCount(ptas);
+    ptad = ptaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(ptas, i, &x, &y);
+        if (type == L_SELECT_XVAL) {
+            if ((relation == L_SELECT_IF_LT && x < xth) ||
+                (relation == L_SELECT_IF_GT && x > xth) ||
+                (relation == L_SELECT_IF_LTE && x <= xth) ||
+                (relation == L_SELECT_IF_GTE && x >= xth))
+                ptaAddPt(ptad, x, y);
+        } else if (type == L_SELECT_YVAL) {
+            if ((relation == L_SELECT_IF_LT && y < yth) ||
+                (relation == L_SELECT_IF_GT && y > yth) ||
+                (relation == L_SELECT_IF_LTE && y <= yth) ||
+                (relation == L_SELECT_IF_GTE && y >= yth))
+                ptaAddPt(ptad, x, y);
+        } else if (type == L_SELECT_IF_EITHER) {
+            if (((relation == L_SELECT_IF_LT) && (x < xth || y < yth)) ||
+                ((relation == L_SELECT_IF_GT) && (x > xth || y > yth)) ||
+                ((relation == L_SELECT_IF_LTE) && (x <= xth || y <= yth)) ||
+                ((relation == L_SELECT_IF_GTE) && (x >= xth || y >= yth)))
+                ptaAddPt(ptad, x, y);
+        } else {  /* L_SELECT_IF_BOTH */
+            if (((relation == L_SELECT_IF_LT) && (x < xth && y < yth)) ||
+                ((relation == L_SELECT_IF_GT) && (x > xth && y > yth)) ||
+                ((relation == L_SELECT_IF_LTE) && (x <= xth && y <= yth)) ||
+                ((relation == L_SELECT_IF_GTE) && (x >= xth && y >= yth)))
+                ptaAddPt(ptad, x, y);
+        }
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaCropToMask()
+ *
+ * \param[in]    ptas    input pta
+ * \param[in]    pixm    1 bpp mask
+ * \return  ptad  with only pts under the mask fg, or NULL on error
+ */
+PTA *
+ptaCropToMask(PTA  *ptas,
+              PIX  *pixm)
+{
+l_int32   i, n, x, y;
+l_uint32  val;
+PTA      *ptad;
+
+    PROCNAME("ptaCropToMask");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return (PTA *)ERROR_PTR("pixm undefined or not 1 bpp", procName, NULL);
+    if (ptaGetCount(ptas) == 0) {
+        L_INFO("ptas is empty\n", procName);
+        return ptaCopy(ptas);
+    }
+
+    n = ptaGetCount(ptas);
+    ptad = ptaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        pixGetPixel(pixm, x, y, &val);
+        if (val == 1)
+            ptaAddPt(ptad, x, y);
+    }
+    return ptad;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Least Squares Fit                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaGetLinearLSF()
+ *
+ * \param[in]    pta
+ * \param[out]   pa      [optional] slope a of least square fit: y = ax + b
+ * \param[out]   pb      [optional] intercept b of least square fit
+ * \param[out]   pnafit  [optional] numa of least square fit
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Either or both &a and &b must be input.  They determine the
+ *          type of line that is fit.
+ *      (2) If both &a and &b are defined, this returns a and b that minimize:
+ *
+ *              sum (yi - axi -b)^2
+ *               i
+ *
+ *          The method is simple: differentiate this expression w/rt a and b,
+ *          and solve the resulting two equations for a and b in terms of
+ *          various sums over the input data (xi, yi).
+ *      (3) We also allow two special cases, where either a = 0 or b = 0:
+ *           (a) If &a is given and &b = null, find the linear LSF that
+ *               goes through the origin (b = 0).
+ *           (b) If &b is given and &a = null, find the linear LSF with
+ *               zero slope (a = 0).
+ *      (4) If &nafit is defined, this returns an array of fitted values,
+ *          corresponding to the two implicit Numa arrays (nax and nay) in pta.
+ *          Thus, just as you can plot the data in pta as nay vs. nax,
+ *          you can plot the linear least square fit as nafit vs. nax.
+ *          Get the nax array using ptaGetArrays(pta, &nax, NULL);
+ * 

+ */
+l_ok
+ptaGetLinearLSF(PTA        *pta,
+                l_float32  *pa,
+                l_float32  *pb,
+                NUMA      **pnafit)
+{
+l_int32     n, i;
+l_float32   a, b, factor, sx, sy, sxx, sxy, val;
+l_float32  *xa, *ya;
+
+    PROCNAME("ptaGetLinearLSF");
+
+    if (pa) *pa = 0.0;
+    if (pb) *pb = 0.0;
+    if (pnafit) *pnafit = NULL;
+    if (!pa && !pb && !pnafit)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if ((n = ptaGetCount(pta)) < 2)
+        return ERROR_INT("less than 2 pts found", procName, 1);
+
+    xa = pta->x;  /* not a copy */
+    ya = pta->y;  /* not a copy */
+    sx = sy = sxx = sxy = 0.;
+    if (pa && pb) {  /* general line */
+        for (i = 0; i < n; i++) {
+            sx += xa[i];
+            sy += ya[i];
+            sxx += xa[i] * xa[i];
+            sxy += xa[i] * ya[i];
+        }
+        factor = n * sxx - sx * sx;
+        if (factor == 0.0)
+            return ERROR_INT("no solution found", procName, 1);
+        factor = 1. / factor;
+
+        a = factor * ((l_float32)n * sxy - sx * sy);
+        b = factor * (sxx * sy - sx * sxy);
+    } else if (pa) {  /* b = 0; line through origin */
+        for (i = 0; i < n; i++) {
+            sxx += xa[i] * xa[i];
+            sxy += xa[i] * ya[i];
+        }
+        if (sxx == 0.0)
+            return ERROR_INT("no solution found", procName, 1);
+        a = sxy / sxx;
+        b = 0.0;
+    } else {  /* a = 0; horizontal line */
+        for (i = 0; i < n; i++)
+            sy += ya[i];
+        a = 0.0;
+        b = sy / (l_float32)n;
+    }
+
+    if (pnafit) {
+        *pnafit = numaCreate(n);
+        for (i = 0; i < n; i++) {
+            val = a * xa[i] + b;
+            numaAddNumber(*pnafit, val);
+        }
+    }
+
+    if (pa) *pa = a;
+    if (pb) *pb = b;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetQuadraticLSF()
+ *
+ * \param[in]    pta
+ * \param[out]   pa      [optional] coeff a of LSF: y = ax^2 + bx + c
+ * \param[out]   pb      [optional] coeff b of LSF: y = ax^2 + bx + c
+ * \param[out]   pc      [optional] coeff c of LSF: y = ax^2 + bx + c
+ * \param[out]   pnafit  [optional] numa of least square fit
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a quadratic least square fit to the set of points
+ *          in %pta.  That is, it finds coefficients a, b and c that minimize:
+ *
+ *              sum (yi - a*xi*xi -b*xi -c)^2
+ *               i
+ *
+ *          The method is simple: differentiate this expression w/rt
+ *          a, b and c, and solve the resulting three equations for these
+ *          coefficients in terms of various sums over the input data (xi, yi).
+ *          The three equations are in the form:
+ *             f[0][0]a + f[0][1]b + f[0][2]c = g[0]
+ *             f[1][0]a + f[1][1]b + f[1][2]c = g[1]
+ *             f[2][0]a + f[2][1]b + f[2][2]c = g[2]
+ *      (2) If &nafit is defined, this returns an array of fitted values,
+ *          corresponding to the two implicit Numa arrays (nax and nay) in pta.
+ *          Thus, just as you can plot the data in pta as nay vs. nax,
+ *          you can plot the linear least square fit as nafit vs. nax.
+ *          Get the nax array using ptaGetArrays(pta, &nax, NULL);
+ * 

+ */
+l_ok
+ptaGetQuadraticLSF(PTA        *pta,
+                   l_float32  *pa,
+                   l_float32  *pb,
+                   l_float32  *pc,
+                   NUMA      **pnafit)
+{
+l_int32     n, i, ret;
+l_float32   x, y, sx, sy, sx2, sx3, sx4, sxy, sx2y;
+l_float32  *xa, *ya;
+l_float32  *f[3];
+l_float32   g[3];
+
+    PROCNAME("ptaGetQuadraticLSF");
+
+    if (pa) *pa = 0.0;
+    if (pb) *pb = 0.0;
+    if (pc) *pc = 0.0;
+    if (pnafit) *pnafit = NULL;
+    if (!pa && !pb && !pc && !pnafit)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if ((n = ptaGetCount(pta)) < 3)
+        return ERROR_INT("less than 3 pts found", procName, 1);
+
+    xa = pta->x;  /* not a copy */
+    ya = pta->y;  /* not a copy */
+    sx = sy = sx2 = sx3 = sx4 = sxy = sx2y = 0.;
+    for (i = 0; i < n; i++) {
+        x = xa[i];
+        y = ya[i];
+        sx += x;
+        sy += y;
+        sx2 += x * x;
+        sx3 += x * x * x;
+        sx4 += x * x * x * x;
+        sxy += x * y;
+        sx2y += x * x * y;
+    }
+
+    for (i = 0; i < 3; i++)
+        f[i] = (l_float32 *)LEPT_CALLOC(3, sizeof(l_float32));
+    f[0][0] = sx4;
+    f[0][1] = sx3;
+    f[0][2] = sx2;
+    f[1][0] = sx3;
+    f[1][1] = sx2;
+    f[1][2] = sx;
+    f[2][0] = sx2;
+    f[2][1] = sx;
+    f[2][2] = n;
+    g[0] = sx2y;
+    g[1] = sxy;
+    g[2] = sy;
+
+        /* Solve for the unknowns, also putting f-inverse into f */
+    ret = gaussjordan(f, g, 3);
+    for (i = 0; i < 3; i++)
+        LEPT_FREE(f[i]);
+    if (ret)
+        return ERROR_INT("quadratic solution failed", procName, 1);
+
+    if (pa) *pa = g[0];
+    if (pb) *pb = g[1];
+    if (pc) *pc = g[2];
+    if (pnafit) {
+        *pnafit = numaCreate(n);
+        for (i = 0; i < n; i++) {
+            x = xa[i];
+            y = g[0] * x * x + g[1] * x + g[2];
+            numaAddNumber(*pnafit, y);
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetCubicLSF()
+ *
+ * \param[in]    pta
+ * \param[out]   pa      [optional] coeff a of LSF: y = ax^3 + bx^2 + cx + d
+ * \param[out]   pb      [optional] coeff b of LSF
+ * \param[out]   pc      [optional] coeff c of LSF
+ * \param[out]   pd      [optional] coeff d of LSF
+ * \param[out]   pnafit  [optional] numa of least square fit
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a cubic least square fit to the set of points
+ *          in %pta.  That is, it finds coefficients a, b, c and d
+ *          that minimize:
+ *
+ *              sum (yi - a*xi*xi*xi -b*xi*xi -c*xi - d)^2
+ *               i
+ *
+ *          Differentiate this expression w/rt a, b, c and d, and solve
+ *          the resulting four equations for these coefficients in
+ *          terms of various sums over the input data (xi, yi).
+ *          The four equations are in the form:
+ *             f[0][0]a + f[0][1]b + f[0][2]c + f[0][3] = g[0]
+ *             f[1][0]a + f[1][1]b + f[1][2]c + f[1][3] = g[1]
+ *             f[2][0]a + f[2][1]b + f[2][2]c + f[2][3] = g[2]
+ *             f[3][0]a + f[3][1]b + f[3][2]c + f[3][3] = g[3]
+ *      (2) If &nafit is defined, this returns an array of fitted values,
+ *          corresponding to the two implicit Numa arrays (nax and nay) in pta.
+ *          Thus, just as you can plot the data in pta as nay vs. nax,
+ *          you can plot the linear least square fit as nafit vs. nax.
+ *          Get the nax array using ptaGetArrays(pta, &nax, NULL);
+ * 

+ */
+l_ok
+ptaGetCubicLSF(PTA        *pta,
+               l_float32  *pa,
+               l_float32  *pb,
+               l_float32  *pc,
+               l_float32  *pd,
+               NUMA      **pnafit)
+{
+l_int32     n, i, ret;
+l_float32   x, y, sx, sy, sx2, sx3, sx4, sx5, sx6, sxy, sx2y, sx3y;
+l_float32  *xa, *ya;
+l_float32  *f[4];
+l_float32   g[4];
+
+    PROCNAME("ptaGetCubicLSF");
+
+    if (pa) *pa = 0.0;
+    if (pb) *pb = 0.0;
+    if (pc) *pc = 0.0;
+    if (pd) *pd = 0.0;
+    if (pnafit) *pnafit = NULL;
+    if (!pa && !pb && !pc && !pd && !pnafit)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if ((n = ptaGetCount(pta)) < 4)
+        return ERROR_INT("less than 4 pts found", procName, 1);
+
+    xa = pta->x;  /* not a copy */
+    ya = pta->y;  /* not a copy */
+    sx = sy = sx2 = sx3 = sx4 = sx5 = sx6 = sxy = sx2y = sx3y = 0.;
+    for (i = 0; i < n; i++) {
+        x = xa[i];
+        y = ya[i];
+        sx += x;
+        sy += y;
+        sx2 += x * x;
+        sx3 += x * x * x;
+        sx4 += x * x * x * x;
+        sx5 += x * x * x * x * x;
+        sx6 += x * x * x * x * x * x;
+        sxy += x * y;
+        sx2y += x * x * y;
+        sx3y += x * x * x * y;
+    }
+
+    for (i = 0; i < 4; i++)
+        f[i] = (l_float32 *)LEPT_CALLOC(4, sizeof(l_float32));
+    f[0][0] = sx6;
+    f[0][1] = sx5;
+    f[0][2] = sx4;
+    f[0][3] = sx3;
+    f[1][0] = sx5;
+    f[1][1] = sx4;
+    f[1][2] = sx3;
+    f[1][3] = sx2;
+    f[2][0] = sx4;
+    f[2][1] = sx3;
+    f[2][2] = sx2;
+    f[2][3] = sx;
+    f[3][0] = sx3;
+    f[3][1] = sx2;
+    f[3][2] = sx;
+    f[3][3] = n;
+    g[0] = sx3y;
+    g[1] = sx2y;
+    g[2] = sxy;
+    g[3] = sy;
+
+        /* Solve for the unknowns, also putting f-inverse into f */
+    ret = gaussjordan(f, g, 4);
+    for (i = 0; i < 4; i++)
+        LEPT_FREE(f[i]);
+    if (ret)
+        return ERROR_INT("cubic solution failed", procName, 1);
+
+    if (pa) *pa = g[0];
+    if (pb) *pb = g[1];
+    if (pc) *pc = g[2];
+    if (pd) *pd = g[3];
+    if (pnafit) {
+        *pnafit = numaCreate(n);
+        for (i = 0; i < n; i++) {
+            x = xa[i];
+            y = g[0] * x * x * x + g[1] * x * x + g[2] * x + g[3];
+            numaAddNumber(*pnafit, y);
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetQuarticLSF()
+ *
+ * \param[in]    pta
+ * \param[out]   pa      [optional] coeff a of LSF:
+ *                            y = ax^4 + bx^3 + cx^2 + dx + e
+ * \param[out]   pb      [optional] coeff b of LSF
+ * \param[out]   pc      [optional] coeff c of LSF
+ * \param[out]   pd      [optional] coeff d of LSF
+ * \param[out]   pe      [optional] coeff e of LSF
+ * \param[out]   pnafit  [optional] numa of least square fit
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a quartic least square fit to the set of points
+ *          in %pta.  That is, it finds coefficients a, b, c, d and 3
+ *          that minimize:
+ *
+ *              sum (yi - a*xi*xi*xi*xi -b*xi*xi*xi -c*xi*xi - d*xi - e)^2
+ *               i
+ *
+ *          Differentiate this expression w/rt a, b, c, d and e, and solve
+ *          the resulting five equations for these coefficients in
+ *          terms of various sums over the input data (xi, yi).
+ *          The five equations are in the form:
+ *             f[0][0]a + f[0][1]b + f[0][2]c + f[0][3] + f[0][4] = g[0]
+ *             f[1][0]a + f[1][1]b + f[1][2]c + f[1][3] + f[1][4] = g[1]
+ *             f[2][0]a + f[2][1]b + f[2][2]c + f[2][3] + f[2][4] = g[2]
+ *             f[3][0]a + f[3][1]b + f[3][2]c + f[3][3] + f[3][4] = g[3]
+ *             f[4][0]a + f[4][1]b + f[4][2]c + f[4][3] + f[4][4] = g[4]
+ *      (2) If &nafit is defined, this returns an array of fitted values,
+ *          corresponding to the two implicit Numa arrays (nax and nay) in pta.
+ *          Thus, just as you can plot the data in pta as nay vs. nax,
+ *          you can plot the linear least square fit as nafit vs. nax.
+ *          Get the nax array using ptaGetArrays(pta, &nax, NULL);
+ * 

+ */
+l_ok
+ptaGetQuarticLSF(PTA        *pta,
+                 l_float32  *pa,
+                 l_float32  *pb,
+                 l_float32  *pc,
+                 l_float32  *pd,
+                 l_float32  *pe,
+                 NUMA      **pnafit)
+{
+l_int32     n, i, ret;
+l_float32   x, y, sx, sy, sx2, sx3, sx4, sx5, sx6, sx7, sx8;
+l_float32   sxy, sx2y, sx3y, sx4y;
+l_float32  *xa, *ya;
+l_float32  *f[5];
+l_float32   g[5];
+
+    PROCNAME("ptaGetQuarticLSF");
+
+    if (pa) *pa = 0.0;
+    if (pb) *pb = 0.0;
+    if (pc) *pc = 0.0;
+    if (pd) *pd = 0.0;
+    if (pe) *pe = 0.0;
+    if (pnafit) *pnafit = NULL;
+    if (!pa && !pb && !pc && !pd && !pe && !pnafit)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if ((n = ptaGetCount(pta)) < 5)
+        return ERROR_INT("less than 5 pts found", procName, 1);
+
+    xa = pta->x;  /* not a copy */
+    ya = pta->y;  /* not a copy */
+    sx = sy = sx2 = sx3 = sx4 = sx5 = sx6 = sx7 = sx8 = 0;
+    sxy = sx2y = sx3y = sx4y = 0.;
+    for (i = 0; i < n; i++) {
+        x = xa[i];
+        y = ya[i];
+        sx += x;
+        sy += y;
+        sx2 += x * x;
+        sx3 += x * x * x;
+        sx4 += x * x * x * x;
+        sx5 += x * x * x * x * x;
+        sx6 += x * x * x * x * x * x;
+        sx7 += x * x * x * x * x * x * x;
+        sx8 += x * x * x * x * x * x * x * x;
+        sxy += x * y;
+        sx2y += x * x * y;
+        sx3y += x * x * x * y;
+        sx4y += x * x * x * x * y;
+    }
+
+    for (i = 0; i < 5; i++)
+        f[i] = (l_float32 *)LEPT_CALLOC(5, sizeof(l_float32));
+    f[0][0] = sx8;
+    f[0][1] = sx7;
+    f[0][2] = sx6;
+    f[0][3] = sx5;
+    f[0][4] = sx4;
+    f[1][0] = sx7;
+    f[1][1] = sx6;
+    f[1][2] = sx5;
+    f[1][3] = sx4;
+    f[1][4] = sx3;
+    f[2][0] = sx6;
+    f[2][1] = sx5;
+    f[2][2] = sx4;
+    f[2][3] = sx3;
+    f[2][4] = sx2;
+    f[3][0] = sx5;
+    f[3][1] = sx4;
+    f[3][2] = sx3;
+    f[3][3] = sx2;
+    f[3][4] = sx;
+    f[4][0] = sx4;
+    f[4][1] = sx3;
+    f[4][2] = sx2;
+    f[4][3] = sx;
+    f[4][4] = n;
+    g[0] = sx4y;
+    g[1] = sx3y;
+    g[2] = sx2y;
+    g[3] = sxy;
+    g[4] = sy;
+
+        /* Solve for the unknowns, also putting f-inverse into f */
+    ret = gaussjordan(f, g, 5);
+    for (i = 0; i < 5; i++)
+        LEPT_FREE(f[i]);
+    if (ret)
+        return ERROR_INT("quartic solution failed", procName, 1);
+
+    if (pa) *pa = g[0];
+    if (pb) *pb = g[1];
+    if (pc) *pc = g[2];
+    if (pd) *pd = g[3];
+    if (pe) *pe = g[4];
+    if (pnafit) {
+        *pnafit = numaCreate(n);
+        for (i = 0; i < n; i++) {
+            x = xa[i];
+            y = g[0] * x * x * x * x + g[1] * x * x * x + g[2] * x * x
+                 + g[3] * x + g[4];
+            numaAddNumber(*pnafit, y);
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaNoisyLinearLSF()
+ *
+ * \param[in]    pta
+ * \param[in]    factor    reject outliers with error greater than this
+ *                         number of medians; typically ~ 3
+ * \param[out]   pptad     [optional] with outliers removed
+ * \param[out]   pa        [optional] slope a of least square fit: y = ax + b
+ * \param[out]   pb        [optional] intercept b of least square fit
+ * \param[out]   pmederr   [optional] median error
+ * \param[out]   pnafit    [optional] numa of least square fit to ptad
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a linear least square fit to the set of points
+ *          in %pta.  It then evaluates the errors and removes points
+ *          whose error is >= factor * median_error.  It then re-runs
+ *          the linear LSF on the resulting points.
+ *      (2) Either or both &a and &b must be input.  They determine the
+ *          type of line that is fit.
+ *      (3) The median error can give an indication of how good the fit
+ *          is likely to be.
+ * 

+ */
+l_ok
+ptaNoisyLinearLSF(PTA        *pta,
+                  l_float32   factor,
+                  PTA       **pptad,
+                  l_float32  *pa,
+                  l_float32  *pb,
+                  l_float32  *pmederr,
+                  NUMA      **pnafit)
+{
+l_int32    n, i, ret;
+l_float32  x, y, yf, val, mederr;
+NUMA      *nafit, *naerror;
+PTA       *ptad;
+
+    PROCNAME("ptaNoisyLinearLSF");
+
+    if (pptad) *pptad = NULL;
+    if (pa) *pa = 0.0;
+    if (pb) *pb = 0.0;
+    if (pmederr) *pmederr = 0.0;
+    if (pnafit) *pnafit = NULL;
+    if (!pptad && !pa && !pb && !pnafit)
+        return ERROR_INT("no output requested", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (factor <= 0.0)
+        return ERROR_INT("factor must be > 0.0", procName, 1);
+    if ((n = ptaGetCount(pta)) < 3)
+        return ERROR_INT("less than 2 pts found", procName, 1);
+
+    if (ptaGetLinearLSF(pta, pa, pb, &nafit) != 0)
+        return ERROR_INT("error in linear LSF", procName, 1);
+
+        /* Get the median error */
+    naerror = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &x, &y);
+        numaGetFValue(nafit, i, &yf);
+        numaAddNumber(naerror, L_ABS(y - yf));
+    }
+    numaGetMedian(naerror, &mederr);
+    if (pmederr) *pmederr = mederr;
+    numaDestroy(&nafit);
+
+        /* Remove outliers */
+    ptad = ptaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &x, &y);
+        numaGetFValue(naerror, i, &val);
+        if (val <= factor * mederr)  /* <= in case mederr = 0 */
+            ptaAddPt(ptad, x, y);
+    }
+    numaDestroy(&naerror);
+
+       /* Do LSF again */
+    ret = ptaGetLinearLSF(ptad, pa, pb, pnafit);
+    if (pptad)
+        *pptad = ptad;
+    else
+        ptaDestroy(&ptad);
+
+    return ret;
+}
+
+
+/*!
+ * \brief   ptaNoisyQuadraticLSF()
+ *
+ * \param[in]    pta
+ * \param[in]    factor    reject outliers with error greater than this
+ *                         number of medians; typically ~ 3
+ * \param[out]   pptad     [optional] with outliers removed
+ * \param[out]   pa        [optional] coeff a of LSF: y = ax^2 + bx + c
+ * \param[out]   pb        [optional] coeff b of LSF: y = ax^2 + bx + c
+ * \param[out]   pc        [optional] coeff c of LSF: y = ax^2 + bx + c
+ * \param[out]   pmederr   [optional] median error
+ * \param[out]   pnafit    [optional] numa of least square fit to ptad
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a quadratic least square fit to the set of points
+ *          in %pta.  It then evaluates the errors and removes points
+ *          whose error is >= factor * median_error.  It then re-runs
+ *          a quadratic LSF on the resulting points.
+ * 

+ */
+l_ok
+ptaNoisyQuadraticLSF(PTA        *pta,
+                     l_float32   factor,
+                     PTA       **pptad,
+                     l_float32  *pa,
+                     l_float32  *pb,
+                     l_float32  *pc,
+                     l_float32  *pmederr,
+                     NUMA      **pnafit)
+{
+l_int32    n, i, ret;
+l_float32  x, y, yf, val, mederr;
+NUMA      *nafit, *naerror;
+PTA       *ptad;
+
+    PROCNAME("ptaNoisyQuadraticLSF");
+
+    if (pptad) *pptad = NULL;
+    if (pa) *pa = 0.0;
+    if (pb) *pb = 0.0;
+    if (pc) *pc = 0.0;
+    if (pmederr) *pmederr = 0.0;
+    if (pnafit) *pnafit = NULL;
+    if (!pptad && !pa && !pb && !pc && !pnafit)
+        return ERROR_INT("no output requested", procName, 1);
+    if (factor <= 0.0)
+        return ERROR_INT("factor must be > 0.0", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if ((n = ptaGetCount(pta)) < 3)
+        return ERROR_INT("less than 3 pts found", procName, 1);
+
+    if (ptaGetQuadraticLSF(pta, NULL, NULL, NULL, &nafit) != 0)
+        return ERROR_INT("error in quadratic LSF", procName, 1);
+
+        /* Get the median error */
+    naerror = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &x, &y);
+        numaGetFValue(nafit, i, &yf);
+        numaAddNumber(naerror, L_ABS(y - yf));
+    }
+    numaGetMedian(naerror, &mederr);
+    if (pmederr) *pmederr = mederr;
+    numaDestroy(&nafit);
+
+        /* Remove outliers */
+    ptad = ptaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &x, &y);
+        numaGetFValue(naerror, i, &val);
+        if (val <= factor * mederr)  /* <= in case mederr = 0 */
+            ptaAddPt(ptad, x, y);
+    }
+    numaDestroy(&naerror);
+    n = ptaGetCount(ptad);
+    if ((n = ptaGetCount(ptad)) < 3) {
+        ptaDestroy(&ptad);
+        return ERROR_INT("less than 3 pts found", procName, 1);
+    }
+
+       /* Do LSF again */
+    ret = ptaGetQuadraticLSF(ptad, pa, pb, pc, pnafit);
+    if (pptad)
+        *pptad = ptad;
+    else
+        ptaDestroy(&ptad);
+
+    return ret;
+}
+
+
+/*!
+ * \brief   applyLinearFit()
+ *
+ * \param[in]   a, b    linear fit coefficients
+ * \param[in]   x
+ * \param[out]  py      y = a * x + b
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+applyLinearFit(l_float32   a,
+                  l_float32   b,
+                  l_float32   x,
+                  l_float32  *py)
+{
+    PROCNAME("applyLinearFit");
+
+    if (!py)
+        return ERROR_INT("&y not defined", procName, 1);
+
+    *py = a * x + b;
+    return 0;
+}
+
+
+/*!
+ * \brief   applyQuadraticFit()
+ *
+ * \param[in]   a, b, c    quadratic fit coefficients
+ * \param[in]   x
+ * \param[out]  py         y = a * x^2 + b * x + c
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+applyQuadraticFit(l_float32   a,
+                  l_float32   b,
+                  l_float32   c,
+                  l_float32   x,
+                  l_float32  *py)
+{
+    PROCNAME("applyQuadraticFit");
+
+    if (!py)
+        return ERROR_INT("&y not defined", procName, 1);
+
+    *py = a * x * x + b * x + c;
+    return 0;
+}
+
+
+/*!
+ * \brief   applyCubicFit()
+ *
+ * \param[in]   a, b, c, d   cubic fit coefficients
+ * \param[in]   x
+ * \param[out]  py           y = a * x^3 + b * x^2  + c * x + d
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+applyCubicFit(l_float32   a,
+              l_float32   b,
+              l_float32   c,
+              l_float32   d,
+              l_float32   x,
+              l_float32  *py)
+{
+    PROCNAME("applyCubicFit");
+
+    if (!py)
+        return ERROR_INT("&y not defined", procName, 1);
+
+    *py = a * x * x * x + b * x * x + c * x + d;
+    return 0;
+}
+
+
+/*!
+ * \brief   applyQuarticFit()
+ *
+ * \param[in]   a, b, c, d, e   quartic fit coefficients
+ * \param[in]   x
+ * \param[out]  py              y = a * x^4 + b * x^3  + c * x^2 + d * x + e
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+applyQuarticFit(l_float32   a,
+                l_float32   b,
+                l_float32   c,
+                l_float32   d,
+                l_float32   e,
+                l_float32   x,
+                l_float32  *py)
+{
+l_float32  x2;
+
+    PROCNAME("applyQuarticFit");
+
+    if (!py)
+        return ERROR_INT("&y not defined", procName, 1);
+
+    x2 = x * x;
+    *py = a * x2 * x2 + b * x2 * x + c * x2 + d * x + e;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                        Interconversions with Pix                    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixPlotAlongPta()
+ *
+ * \param[in]   pixs        any depth
+ * \param[in]   pta         set of points on which to plot
+ * \param[in]   outformat   GPLOT_PNG, GPLOT_PS, GPLOT_EPS, GPLOT_LATEX
+ * \param[in]   title       [optional] for plot; can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a debugging function.
+ *      (2) Removes existing colormaps and clips the pta to the input %pixs.
+ *      (3) If the image is RGB, three separate plots are generated.
+ * 

+ */
+l_ok
+pixPlotAlongPta(PIX         *pixs,
+                PTA         *pta,
+                l_int32      outformat,
+                const char  *title)
+{
+char            buffer[128];
+char           *rtitle, *gtitle, *btitle;
+static l_int32  count = 0;  /* require separate temp files for each call */
+l_int32         i, x, y, d, w, h, npts, rval, gval, bval;
+l_uint32        val;
+NUMA           *na, *nar, *nag, *nab;
+PIX            *pixt;
+
+    PROCNAME("pixPlotAlongPta");
+
+    lept_mkdir("lept/plot");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (outformat != GPLOT_PNG && outformat != GPLOT_PS &&
+        outformat != GPLOT_EPS && outformat != GPLOT_LATEX) {
+        L_WARNING("outformat invalid; using GPLOT_PNG\n", procName);
+        outformat = GPLOT_PNG;
+    }
+
+    pixt = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    d = pixGetDepth(pixt);
+    w = pixGetWidth(pixt);
+    h = pixGetHeight(pixt);
+    npts = ptaGetCount(pta);
+    if (d == 32) {
+        nar = numaCreate(npts);
+        nag = numaCreate(npts);
+        nab = numaCreate(npts);
+        for (i = 0; i < npts; i++) {
+            ptaGetIPt(pta, i, &x, &y);
+            if (x < 0 || x >= w)
+                continue;
+            if (y < 0 || y >= h)
+                continue;
+            pixGetPixel(pixt, x, y, &val);
+            rval = GET_DATA_BYTE(&val, COLOR_RED);
+            gval = GET_DATA_BYTE(&val, COLOR_GREEN);
+            bval = GET_DATA_BYTE(&val, COLOR_BLUE);
+            numaAddNumber(nar, rval);
+            numaAddNumber(nag, gval);
+            numaAddNumber(nab, bval);
+        }
+
+        snprintf(buffer, sizeof(buffer), "/tmp/lept/plot/%03d", count++);
+        rtitle = stringJoin("Red: ", title);
+        gplotSimple1(nar, outformat, buffer, rtitle);
+        snprintf(buffer, sizeof(buffer), "/tmp/lept/plot/%03d", count++);
+        gtitle = stringJoin("Green: ", title);
+        gplotSimple1(nag, outformat, buffer, gtitle);
+        snprintf(buffer, sizeof(buffer), "/tmp/lept/plot/%03d", count++);
+        btitle = stringJoin("Blue: ", title);
+        gplotSimple1(nab, outformat, buffer, btitle);
+        numaDestroy(&nar);
+        numaDestroy(&nag);
+        numaDestroy(&nab);
+        LEPT_FREE(rtitle);
+        LEPT_FREE(gtitle);
+        LEPT_FREE(btitle);
+    } else {
+        na = numaCreate(npts);
+        for (i = 0; i < npts; i++) {
+            ptaGetIPt(pta, i, &x, &y);
+            if (x < 0 || x >= w)
+                continue;
+            if (y < 0 || y >= h)
+                continue;
+            pixGetPixel(pixt, x, y, &val);
+            numaAddNumber(na, (l_float32)val);
+        }
+
+        snprintf(buffer, sizeof(buffer), "/tmp/lept/plot/%03d", count++);
+        gplotSimple1(na, outformat, buffer, title);
+        numaDestroy(&na);
+    }
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaGetPixelsFromPix()
+ *
+ * \param[in]    pixs     1 bpp
+ * \param[in]    box      [optional] can be null
+ * \return  pta, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Generates a pta of fg pixels in the pix, within the box.
+ *          If box == NULL, it uses the entire pix.
+ * 

+ */
+PTA *
+ptaGetPixelsFromPix(PIX  *pixs,
+                    BOX  *box)
+{
+l_int32    i, j, w, h, wpl, xstart, xend, ystart, yend, bw, bh;
+l_uint32  *data, *line;
+PTA       *pta;
+
+    PROCNAME("ptaGetPixelsFromPix");
+
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return (PTA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    xstart = ystart = 0;
+    xend = w - 1;
+    yend = h - 1;
+    if (box) {
+        boxGetGeometry(box, &xstart, &ystart, &bw, &bh);
+        xend = xstart + bw - 1;
+        yend = ystart + bh - 1;
+    }
+
+    if ((pta = ptaCreate(0)) == NULL)
+        return (PTA *)ERROR_PTR("pta not made", procName, NULL);
+    for (i = ystart; i <= yend; i++) {
+        line = data + i * wpl;
+        for (j = xstart; j <= xend; j++) {
+            if (GET_DATA_BIT(line, j))
+                ptaAddPt(pta, j, i);
+        }
+    }
+
+    return pta;
+}
+
+
+/*!
+ * \brief   pixGenerateFromPta()
+ *
+ * \param[in]    pta
+ * \param[in]    w, h    of pix
+ * \return  pix 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Points are rounded to nearest ints.
+ *      (2) Any points outside (w,h) are silently discarded.
+ *      (3) Output 1 bpp pix has values 1 for each point in the pta.
+ * 

+ */
+PIX *
+pixGenerateFromPta(PTA     *pta,
+                   l_int32  w,
+                   l_int32  h)
+{
+l_int32  n, i, x, y;
+PIX     *pix;
+
+    PROCNAME("pixGenerateFromPta");
+
+    if (!pta)
+        return (PIX *)ERROR_PTR("pta not defined", procName, NULL);
+
+    if ((pix = pixCreate(w, h, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pix not made", procName, NULL);
+    n = ptaGetCount(pta);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        if (x < 0 || x >= w || y < 0 || y >= h)
+            continue;
+        pixSetPixel(pix, x, y, 1);
+    }
+
+    return pix;
+}
+
+
+/*!
+ * \brief   ptaGetBoundaryPixels()
+ *
+ * \param[in]    pixs    1 bpp
+ * \param[in]    type    L_BOUNDARY_FG, L_BOUNDARY_BG
+ * \return  pta, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a pta of either fg or bg boundary pixels.
+ *      (2) See also pixGeneratePtaBoundary() for rendering of
+ *          fg boundary pixels.
+ * 

+ */
+PTA *
+ptaGetBoundaryPixels(PIX     *pixs,
+                     l_int32  type)
+{
+PIX  *pixt;
+PTA  *pta;
+
+    PROCNAME("ptaGetBoundaryPixels");
+
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return (PTA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (type != L_BOUNDARY_FG && type != L_BOUNDARY_BG)
+        return (PTA *)ERROR_PTR("invalid type", procName, NULL);
+
+    if (type == L_BOUNDARY_FG)
+        pixt = pixMorphSequence(pixs, "e3.3", 0);
+    else
+        pixt = pixMorphSequence(pixs, "d3.3", 0);
+    pixXor(pixt, pixt, pixs);
+    pta = ptaGetPixelsFromPix(pixt, NULL);
+
+    pixDestroy(&pixt);
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaaGetBoundaryPixels()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    type          L_BOUNDARY_FG, L_BOUNDARY_BG
+ * \param[in]    connectivity  4 or 8
+ * \param[out]   pboxa         [optional] bounding boxes of the c.c.
+ * \param[out]   ppixa         [optional] pixa of the c.c.
+ * \return  ptaa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a ptaa of either fg or bg boundary pixels,
+ *          where each pta has the boundary pixels for a connected
+ *          component.
+ *      (2) We can't simply find all the boundary pixels and then select
+ *          those within the bounding box of each component, because
+ *          bounding boxes can overlap.  It is necessary to extract and
+ *          dilate or erode each component separately.  Note also that
+ *          special handling is required for bg pixels when the
+ *          component touches the pix boundary.
+ * 

+ */
+PTAA *
+ptaaGetBoundaryPixels(PIX     *pixs,
+                      l_int32  type,
+                      l_int32  connectivity,
+                      BOXA   **pboxa,
+                      PIXA   **ppixa)
+{
+l_int32  i, n, w, h, x, y, bw, bh, left, right, top, bot;
+BOXA    *boxa;
+PIX     *pixt1, *pixt2;
+PIXA    *pixa;
+PTA     *pta1, *pta2;
+PTAA    *ptaa;
+
+    PROCNAME("ptaaGetBoundaryPixels");
+
+    if (pboxa) *pboxa = NULL;
+    if (ppixa) *ppixa = NULL;
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return (PTAA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (type != L_BOUNDARY_FG && type != L_BOUNDARY_BG)
+        return (PTAA *)ERROR_PTR("invalid type", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PTAA *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    boxa = pixConnComp(pixs, &pixa, connectivity);
+    n = boxaGetCount(boxa);
+    ptaa = ptaaCreate(0);
+    for (i = 0; i < n; i++) {
+        pixt1 = pixaGetPix(pixa, i, L_CLONE);
+        boxaGetBoxGeometry(boxa, i, &x, &y, &bw, &bh);
+        left = right = top = bot = 0;
+        if (type == L_BOUNDARY_BG) {
+            if (x > 0) left = 1;
+            if (y > 0) top = 1;
+            if (x + bw < w) right = 1;
+            if (y + bh < h) bot = 1;
+            pixt2 = pixAddBorderGeneral(pixt1, left, right, top, bot, 0);
+        } else {
+            pixt2 = pixClone(pixt1);
+        }
+        pta1 = ptaGetBoundaryPixels(pixt2, type);
+        pta2 = ptaTransform(pta1, x - left, y - top, 1.0, 1.0);
+        ptaaAddPta(ptaa, pta2, L_INSERT);
+        ptaDestroy(&pta1);
+        pixDestroy(&pixt1);
+        pixDestroy(&pixt2);
+    }
+
+    if (pboxa)
+        *pboxa = boxa;
+    else
+        boxaDestroy(&boxa);
+    if (ppixa)
+        *ppixa = pixa;
+    else
+        pixaDestroy(&pixa);
+    return ptaa;
+}
+
+
+/*!
+ * \brief   ptaaIndexLabeledPixels()
+ *
+ * \param[in]    pixs     32 bpp, of indices of c.c.
+ * \param[out]   pncc     [optional] number of connected components
+ * \return  ptaa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The pixel values in %pixs are the index of the connected component
+ *          to which the pixel belongs; %pixs is typically generated from
+ *          a 1 bpp pix by pixConnCompTransform().  Background pixels in
+ *          the generating 1 bpp pix are represented in %pixs by 0.
+ *          We do not check that the pixel values are correctly labelled.
+ *      (2) Each pta in the returned ptaa gives the pixel locations
+ *          correspnding to a connected component, with the label of each
+ *          given by the index of the pta into the ptaa.
+ *      (3) Initialize with the first pta in ptaa being empty and
+ *          representing the background value (index 0) in the pix.
+ * 

+ */
+PTAA *
+ptaaIndexLabeledPixels(PIX      *pixs,
+                       l_int32  *pncc)
+{
+l_int32    wpl, index, i, j, w, h;
+l_uint32   maxval;
+l_uint32  *data, *line;
+PTA       *pta;
+PTAA      *ptaa;
+
+    PROCNAME("ptaaIndexLabeledPixels");
+
+    if (pncc) *pncc = 0;
+    if (!pixs || (pixGetDepth(pixs) != 32))
+        return (PTAA *)ERROR_PTR("pixs undef or not 32 bpp", procName, NULL);
+
+        /* The number of c.c. is the maximum pixel value.  Use this to
+         * initialize ptaa with sufficient pta arrays */
+    pixGetMaxValueInRect(pixs, NULL, &maxval, NULL, NULL);
+    if (pncc) *pncc = maxval;
+    pta = ptaCreate(1);
+    ptaa = ptaaCreate(maxval + 1);
+    ptaaInitFull(ptaa, pta);
+    ptaDestroy(&pta);
+
+        /* Sweep over %pixs, saving the pixel coordinates of each pixel
+         * with nonzero value in the appropriate pta, indexed by that value. */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    data = pixGetData(pixs);
+    wpl = pixGetWpl(pixs);
+    for (i = 0; i < h; i++) {
+        line = data + wpl * i;
+        for (j = 0; j < w; j++) {
+            index = line[j];
+            if (index > 0)
+                ptaaAddPt(ptaa, index, j, i);
+        }
+    }
+
+    return ptaa;
+}
+
+
+/*!
+ * \brief   ptaGetNeighborPixLocs()
+ *
+ * \param[in]    pixs    any depth
+ * \param[in]    x, y    pixel from which we search for nearest neighbors
+ * \param[in]    conn    4 or 8 connectivity
+ * \return  pta, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Generates a pta of all valid neighbor pixel locations,
+ *          or NULL on error.
+ * 

+ */
+PTA *
+ptaGetNeighborPixLocs(PIX  *pixs,
+                      l_int32  x,
+                      l_int32  y,
+                      l_int32  conn)
+{
+l_int32  w, h;
+PTA     *pta;
+
+    PROCNAME("ptaGetNeighborPixLocs");
+
+    if (!pixs)
+        return (PTA *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (x < 0 || x >= w || y < 0 || y >= h)
+        return (PTA *)ERROR_PTR("(x,y) not in pixs", procName, NULL);
+    if (conn != 4 && conn != 8)
+        return (PTA *)ERROR_PTR("conn not 4 or 8", procName, NULL);
+
+    pta = ptaCreate(conn);
+    if (x > 0)
+        ptaAddPt(pta, x - 1, y);
+    if (x < w - 1)
+        ptaAddPt(pta, x + 1, y);
+    if (y > 0)
+        ptaAddPt(pta, x, y - 1);
+    if (y < h - 1)
+        ptaAddPt(pta, x, y + 1);
+    if (conn == 8) {
+        if (x > 0) {
+            if (y > 0)
+                ptaAddPt(pta, x - 1, y - 1);
+            if (y < h - 1)
+                ptaAddPt(pta, x - 1, y + 1);
+        }
+        if (x < w - 1) {
+            if (y > 0)
+                ptaAddPt(pta, x + 1, y - 1);
+            if (y < h - 1)
+                ptaAddPt(pta, x + 1, y + 1);
+        }
+    }
+
+    return pta;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                    Interconversion with Numa                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   numaConvertToPta1()
+ *
+ * \param[in]   na    numa with implicit y(x)
+ * \return  pta if OK; null on error
+ */
+PTA *
+numaConvertToPta1(NUMA  *na)
+{
+l_int32    i, n;
+l_float32  startx, delx, val;
+PTA       *pta;
+
+    PROCNAME("numaConvertToPta1");
+
+    if (!na)
+        return (PTA *)ERROR_PTR("na not defined", procName, NULL);
+
+    n = numaGetCount(na);
+    pta = ptaCreate(n);
+    numaGetParameters(na, &startx, &delx);
+    for (i = 0; i < n; i++) {
+        numaGetFValue(na, i, &val);
+        ptaAddPt(pta, startx + i * delx, val);
+    }
+    return pta;
+}
+
+
+/*!
+ * \brief   numaConvertToPta2()
+ *
+ * \param[in]   nax
+ * \param[in]   nay
+ * \return  pta if OK; null on error
+ */
+PTA *
+numaConvertToPta2(NUMA  *nax,
+                  NUMA  *nay)
+{
+l_int32    i, n, nx, ny;
+l_float32  valx, valy;
+PTA       *pta;
+
+    PROCNAME("numaConvertToPta2");
+
+    if (!nax || !nay)
+        return (PTA *)ERROR_PTR("nax and nay not both defined", procName, NULL);
+
+    nx = numaGetCount(nax);
+    ny = numaGetCount(nay);
+    n = L_MIN(nx, ny);
+    if (nx != ny)
+        L_WARNING("nx = %d does not equal ny = %d\n", procName, nx, ny);
+    pta = ptaCreate(n);
+    for (i = 0; i < n; i++) {
+        numaGetFValue(nax, i, &valx);
+        numaGetFValue(nay, i, &valy);
+        ptaAddPt(pta, valx, valy);
+    }
+    return pta;
+}
+
+
+/*!
+ * \brief   ptaConvertToNuma()
+ *
+ * \param[in]   pta
+ * \param[out]  pnax    addr of nax
+ * \param[out]  pnay    addr of nay
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptaConvertToNuma(PTA    *pta,
+                 NUMA  **pnax,
+                 NUMA  **pnay)
+{
+l_int32    i, n;
+l_float32  valx, valy;
+
+    PROCNAME("ptaConvertToNuma");
+
+    if (pnax) *pnax = NULL;
+    if (pnay) *pnay = NULL;
+    if (!pnax || !pnay)
+        return ERROR_INT("&nax and &nay not both defined", procName, 1);
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+
+    n = ptaGetCount(pta);
+    *pnax = numaCreate(n);
+    *pnay = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &valx, &valy);
+        numaAddNumber(*pnax, valx);
+        numaAddNumber(*pnay, valy);
+    }
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                          Display Pta and Ptaa                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixDisplayPta()
+ *
+ * \param[in]    pixd    can be same as pixs or NULL; 32 bpp if in-place
+ * \param[in]    pixs    1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    pta     of path to be plotted
+ * \return  pixd 32 bpp RGB version of pixs, with path in green.
+ *
+ * 
+ * Notes:
+ *      (1) To write on an existing pixs, pixs must be 32 bpp and
+ *          call with pixd == pixs:
+ *             pixDisplayPta(pixs, pixs, pta);
+ *          To write to a new pix, use pixd == NULL and call:
+ *             pixd = pixDisplayPta(NULL, pixs, pta);
+ *      (2) On error, returns pixd to avoid losing pixs if called as
+ *             pixs = pixDisplayPta(pixs, pixs, pta);
+ * 

+ */
+PIX *
+pixDisplayPta(PIX  *pixd,
+              PIX  *pixs,
+              PTA  *pta)
+{
+l_int32   i, n, w, h, x, y;
+l_uint32  rpixel, gpixel, bpixel;
+
+    PROCNAME("pixDisplayPta");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (!pta)
+        return (PIX *)ERROR_PTR("pta not defined", procName, pixd);
+    if (pixd && (pixd != pixs || pixGetDepth(pixd) != 32))
+        return (PIX *)ERROR_PTR("invalid pixd", procName, pixd);
+
+    if (!pixd)
+        pixd = pixConvertTo32(pixs);
+    pixGetDimensions(pixd, &w, &h, NULL);
+    composeRGBPixel(255, 0, 0, &rpixel);  /* start point */
+    composeRGBPixel(0, 255, 0, &gpixel);
+    composeRGBPixel(0, 0, 255, &bpixel);  /* end point */
+
+    n = ptaGetCount(pta);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        if (x < 0 || x >= w || y < 0 || y >= h)
+            continue;
+        if (i == 0)
+            pixSetPixel(pixd, x, y, rpixel);
+        else if (i < n - 1)
+            pixSetPixel(pixd, x, y, gpixel);
+        else
+            pixSetPixel(pixd, x, y, bpixel);
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixDisplayPtaaPattern()
+ *
+ * \param[in]    pixd     32 bpp
+ * \param[in]    pixs     1, 2, 4, 8, 16 or 32 bpp; 32 bpp if in place
+ * \param[in]    ptaa     giving locations at which the pattern is displayed
+ * \param[in]    pixp     1 bpp pattern to be placed such that its reference
+ *                        point co-locates with each point in pta
+ * \param[in]    cx, cy   reference point in pattern
+ * \return  pixd 32 bpp RGB version of pixs.
+ *
+ * 
+ * Notes:
+ *      (1) To write on an existing pixs, pixs must be 32 bpp and
+ *          call with pixd == pixs:
+ *             pixDisplayPtaPattern(pixs, pixs, pta, ...);
+ *          To write to a new pix, use pixd == NULL and call:
+ *             pixd = pixDisplayPtaPattern(NULL, pixs, pta, ...);
+ *      (2) Puts a random color on each pattern associated with a pta.
+ *      (3) On error, returns pixd to avoid losing pixs if called as
+ *             pixs = pixDisplayPtaPattern(pixs, pixs, pta, ...);
+ *      (4) A typical pattern to be used is a circle, generated with
+ *             generatePtaFilledCircle()
+ * 

+ */
+PIX *
+pixDisplayPtaaPattern(PIX      *pixd,
+                      PIX      *pixs,
+                      PTAA     *ptaa,
+                      PIX      *pixp,
+                      l_int32   cx,
+                      l_int32   cy)
+{
+l_int32   i, n;
+l_uint32  color;
+PIXCMAP  *cmap;
+PTA      *pta;
+
+    PROCNAME("pixDisplayPtaaPattern");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (!ptaa)
+        return (PIX *)ERROR_PTR("ptaa not defined", procName, pixd);
+    if (pixd && (pixd != pixs || pixGetDepth(pixd) != 32))
+        return (PIX *)ERROR_PTR("invalid pixd", procName, pixd);
+    if (!pixp)
+        return (PIX *)ERROR_PTR("pixp not defined", procName, pixd);
+
+    if (!pixd)
+        pixd = pixConvertTo32(pixs);
+
+        /* Use 256 random colors */
+    cmap = pixcmapCreateRandom(8, 0, 0);
+    n = ptaaGetCount(ptaa);
+    for (i = 0; i < n; i++) {
+        pixcmapGetColor32(cmap, i % 256, &color);
+        pta = ptaaGetPta(ptaa, i, L_CLONE);
+        pixDisplayPtaPattern(pixd, pixd, pta, pixp, cx, cy, color);
+        ptaDestroy(&pta);
+    }
+
+    pixcmapDestroy(&cmap);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixDisplayPtaPattern()
+ *
+ * \param[in]    pixd     can be same as pixs or NULL; 32 bpp if in-place
+ * \param[in]    pixs     1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    pta      giving locations at which the pattern is displayed
+ * \param[in]    pixp     1 bpp pattern to be placed such that its reference
+ *                        point co-locates with each point in pta
+ * \param[in]    cx, cy   reference point in pattern
+ * \param[in]    color    in 0xrrggbb00 format
+ * \return  pixd 32 bpp RGB version of pixs.
+ *
+ * 
+ * Notes:
+ *      (1) To write on an existing pixs, pixs must be 32 bpp and
+ *          call with pixd == pixs:
+ *             pixDisplayPtaPattern(pixs, pixs, pta, ...);
+ *          To write to a new pix, use pixd == NULL and call:
+ *             pixd = pixDisplayPtaPattern(NULL, pixs, pta, ...);
+ *      (2) On error, returns pixd to avoid losing pixs if called as
+ *             pixs = pixDisplayPtaPattern(pixs, pixs, pta, ...);
+ *      (3) A typical pattern to be used is a circle, generated with
+ *             generatePtaFilledCircle()
+ * 

+ */
+PIX *
+pixDisplayPtaPattern(PIX      *pixd,
+                     PIX      *pixs,
+                     PTA      *pta,
+                     PIX      *pixp,
+                     l_int32   cx,
+                     l_int32   cy,
+                     l_uint32  color)
+{
+l_int32  i, n, w, h, x, y;
+PTA     *ptat;
+
+    PROCNAME("pixDisplayPtaPattern");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (!pta)
+        return (PIX *)ERROR_PTR("pta not defined", procName, pixd);
+    if (pixd && (pixd != pixs || pixGetDepth(pixd) != 32))
+        return (PIX *)ERROR_PTR("invalid pixd", procName, pixd);
+    if (!pixp)
+        return (PIX *)ERROR_PTR("pixp not defined", procName, pixd);
+
+    if (!pixd)
+        pixd = pixConvertTo32(pixs);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    ptat = ptaReplicatePattern(pta, pixp, NULL, cx, cy, w, h);
+
+    n = ptaGetCount(ptat);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(ptat, i, &x, &y);
+        if (x < 0 || x >= w || y < 0 || y >= h)
+            continue;
+        pixSetPixel(pixd, x, y, color);
+    }
+
+    ptaDestroy(&ptat);
+    return pixd;
+}
+
+
+/*!
+ * \brief   ptaReplicatePattern()
+ *
+ * \param[in]    ptas    "sparse" input pta
+ * \param[in]    pixp    [optional] 1 bpp pattern, to be replicated
+ *                                  in output pta
+ * \param[in]    ptap    [optional] set of pts, to be replicated in output pta
+ * \param[in]    cx, cy  reference point in pattern
+ * \param[in]    w, h    clipping sizes for output pta
+ * \return  ptad with all points of replicated pattern, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) You can use either the image %pixp or the set of pts %ptap.
+ *      (2) The pattern is placed with its reference point at each point
+ *          in ptas, and all the fg pixels are colleced into ptad.
+ *          For %pixp, this is equivalent to blitting pixp at each point
+ *          in ptas, and then converting the resulting pix to a pta.
+ * 

+ */
+PTA *
+ptaReplicatePattern(PTA     *ptas,
+                    PIX     *pixp,
+                    PTA     *ptap,
+                    l_int32  cx,
+                    l_int32  cy,
+                    l_int32  w,
+                    l_int32  h)
+{
+l_int32  i, j, n, np, x, y, xp, yp, xf, yf;
+PTA     *ptat, *ptad;
+
+    PROCNAME("ptaReplicatePattern");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!pixp && !ptap)
+        return (PTA *)ERROR_PTR("no pattern is defined", procName, NULL);
+    if (pixp && ptap)
+        L_WARNING("pixp and ptap defined; using ptap\n", procName);
+
+    n = ptaGetCount(ptas);
+    ptad = ptaCreate(n);
+    if (ptap)
+        ptat = ptaClone(ptap);
+    else
+        ptat = ptaGetPixelsFromPix(pixp, NULL);
+    np = ptaGetCount(ptat);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        for (j = 0; j < np; j++) {
+            ptaGetIPt(ptat, j, &xp, &yp);
+            xf = x - cx + xp;
+            yf = y - cy + yp;
+            if (xf >= 0 && xf < w && yf >= 0 && yf < h)
+                ptaAddPt(ptad, xf, yf);
+        }
+    }
+
+    ptaDestroy(&ptat);
+    return ptad;
+}
+
+
+/*!
+ * \brief   pixDisplayPtaa()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16 or 32 bpp
+ * \param[in]    ptaa    array of paths to be plotted
+ * \return  pixd 32 bpp RGB version of pixs, with paths plotted
+ *                    in different colors, or NULL on error
+ */
+PIX *
+pixDisplayPtaa(PIX   *pixs,
+               PTAA  *ptaa)
+{
+l_int32    i, j, w, h, npta, npt, x, y, rv, gv, bv;
+l_uint32  *pixela;
+NUMA      *na1, *na2, *na3;
+PIX       *pixd;
+PTA       *pta;
+
+    PROCNAME("pixDisplayPtaa");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!ptaa)
+        return (PIX *)ERROR_PTR("ptaa not defined", procName, NULL);
+    npta = ptaaGetCount(ptaa);
+    if (npta == 0)
+        return (PIX *)ERROR_PTR("no pta", procName, NULL);
+
+    if ((pixd = pixConvertTo32(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixGetDimensions(pixd, &w, &h, NULL);
+
+        /* Make a colormap for the paths */
+    if ((pixela = (l_uint32 *)LEPT_CALLOC(npta, sizeof(l_uint32))) == NULL) {
+        pixDestroy(&pixd);
+        return (PIX *)ERROR_PTR("calloc fail for pixela", procName, NULL);
+    }
+    na1 = numaPseudorandomSequence(256, 14657);
+    na2 = numaPseudorandomSequence(256, 34631);
+    na3 = numaPseudorandomSequence(256, 54617);
+    for (i = 0; i < npta; i++) {
+        numaGetIValue(na1, i % 256, &rv);
+        numaGetIValue(na2, i % 256, &gv);
+        numaGetIValue(na3, i % 256, &bv);
+        composeRGBPixel(rv, gv, bv, &pixela[i]);
+    }
+    numaDestroy(&na1);
+    numaDestroy(&na2);
+    numaDestroy(&na3);
+
+    for (i = 0; i < npta; i++) {
+        pta = ptaaGetPta(ptaa, i, L_CLONE);
+        npt = ptaGetCount(pta);
+        for (j = 0; j < npt; j++) {
+            ptaGetIPt(pta, j, &x, &y);
+            if (x < 0 || x >= w || y < 0 || y >= h)
+                continue;
+            pixSetPixel(pixd, x, y, pixela[i]);
+        }
+        ptaDestroy(&pta);
+    }
+
+    LEPT_FREE(pixela);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/ptafunc2.c b/3rdparty/hgOCR/leptonica/ptafunc2.c
new file mode 100644
index 00000000..77122410
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/ptafunc2.c
@@ -0,0 +1,756 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  ptafunc2.c
+ * 
+ *
+ *      --------------------------------------
+ *      This file has these Pta utilities:
+ *         - sorting
+ *         - ordered set operations
+ *         - hash map operations
+ *      --------------------------------------
+ *
+ *      Sorting
+ *           PTA        *ptaSort()
+ *           l_int32     ptaGetSortIndex()
+ *           PTA        *ptaSortByIndex()
+ *           PTAA       *ptaaSortByIndex()
+ *           l_int32     ptaGetRankValue()
+ *
+ *      Set operations using aset (rbtree)
+ *           PTA        *ptaUnionByAset()
+ *           PTA        *ptaRemoveDupsByAset()
+ *           PTA        *ptaIntersectionByAset()
+ *           L_ASET     *l_asetCreateFromPta()
+ *
+ *      Set operations using hashing (dnahash)
+ *           PTA        *ptaUnionByHash()
+ *           l_int32     ptaRemoveDupsByHash()
+ *           PTA        *ptaIntersectionByHash();
+ *           l_int32     ptaFindPtByHash()
+ *           L_DNAHASH  *l_dnaHashCreateFromPta()
+ *
+ *
+ * We have two implementations of set operations on an array of points:
+ *
+ *   (1) Using an underlying tree (rbtree)
+ *       This uses a good 64 bit hashing function for the key,
+ *       that is not expected to have hash collisions (and we do
+ *       not test for them).  The tree is built up of the hash
+ *       values, and if the hash is found in the tree, it is
+ *       assumed that the point has already been found.
+ *
+ *   (2) Using an underlying hashing of the keys (dnahash)
+ *       This uses a fast 64 bit hashing function for the key,
+ *       which is then hashed into a bucket (a dna in a dnaHash).
+ *       Because hash collisions can occur, the index into the
+ *       pta for the point that gave rise to that key is stored,
+ *       and the dna (bucket) is traversed, using the stored indices
+ *       to determine if that point had already been seen.
+ *
+ * 

+ */
+
+#include "allheaders.h"
+
+
+/*---------------------------------------------------------------------*
+ *                               Sorting                               *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaSort()
+ *
+ * \param[in]    ptas
+ * \param[in]    sorttype    L_SORT_BY_X, L_SORT_BY_Y
+ * \param[in]    sortorder   L_SORT_INCREASING, L_SORT_DECREASING
+ * \param[out]   pnaindex    [optional] index of sorted order into
+ *                           original array
+ * \return  ptad sorted version of ptas, or NULL on error
+ */
+PTA *
+ptaSort(PTA     *ptas,
+        l_int32  sorttype,
+        l_int32  sortorder,
+        NUMA   **pnaindex)
+{
+PTA   *ptad;
+NUMA  *naindex;
+
+    PROCNAME("ptaSort");
+
+    if (pnaindex) *pnaindex = NULL;
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (sorttype != L_SORT_BY_X && sorttype != L_SORT_BY_Y)
+        return (PTA *)ERROR_PTR("invalid sort type", procName, NULL);
+    if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING)
+        return (PTA *)ERROR_PTR("invalid sort order", procName, NULL);
+
+    if (ptaGetSortIndex(ptas, sorttype, sortorder, &naindex) != 0)
+        return (PTA *)ERROR_PTR("naindex not made", procName, NULL);
+
+    ptad = ptaSortByIndex(ptas, naindex);
+    if (pnaindex)
+        *pnaindex = naindex;
+    else
+        numaDestroy(&naindex);
+    if (!ptad)
+        return (PTA *)ERROR_PTR("ptad not made", procName, NULL);
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaGetSortIndex()
+ *
+ * \param[in]    ptas
+ * \param[in]    sorttype    L_SORT_BY_X, L_SORT_BY_Y
+ * \param[in]    sortorder   L_SORT_INCREASING, L_SORT_DECREASING
+ * \param[out]   pnaindex    index of sorted order into original array
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptaGetSortIndex(PTA     *ptas,
+                l_int32  sorttype,
+                l_int32  sortorder,
+                NUMA   **pnaindex)
+{
+l_int32    i, n;
+l_float32  x, y;
+NUMA      *na;
+
+    PROCNAME("ptaGetSortIndex");
+
+    if (!pnaindex)
+        return ERROR_INT("&naindex not defined", procName, 1);
+    *pnaindex = NULL;
+    if (!ptas)
+        return ERROR_INT("ptas not defined", procName, 1);
+    if (sorttype != L_SORT_BY_X && sorttype != L_SORT_BY_Y)
+        return ERROR_INT("invalid sort type", procName, 1);
+    if (sortorder != L_SORT_INCREASING && sortorder != L_SORT_DECREASING)
+        return ERROR_INT("invalid sort order", procName, 1);
+
+        /* Build up numa of specific data */
+    n = ptaGetCount(ptas);
+    if ((na = numaCreate(n)) == NULL)
+        return ERROR_INT("na not made", procName, 1);
+    for (i = 0; i < n; i++) {
+        ptaGetPt(ptas, i, &x, &y);
+        if (sorttype == L_SORT_BY_X)
+            numaAddNumber(na, x);
+        else
+            numaAddNumber(na, y);
+    }
+
+        /* Get the sort index for data array */
+    *pnaindex = numaGetSortIndex(na, sortorder);
+    numaDestroy(&na);
+    if (!*pnaindex)
+        return ERROR_INT("naindex not made", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaSortByIndex()
+ *
+ * \param[in]    ptas
+ * \param[in]    naindex    na that maps from the new pta to the input pta
+ * \return  ptad sorted, or NULL on  error
+ */
+PTA *
+ptaSortByIndex(PTA   *ptas,
+               NUMA  *naindex)
+{
+l_int32    i, index, n;
+l_float32  x, y;
+PTA       *ptad;
+
+    PROCNAME("ptaSortByIndex");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+    if (!naindex)
+        return (PTA *)ERROR_PTR("naindex not defined", procName, NULL);
+
+        /* Build up sorted pta using sort index */
+    n = numaGetCount(naindex);
+    if ((ptad = ptaCreate(n)) == NULL)
+        return (PTA *)ERROR_PTR("ptad not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(naindex, i, &index);
+        ptaGetPt(ptas, index, &x, &y);
+        ptaAddPt(ptad, x, y);
+    }
+
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaaSortByIndex()
+ *
+ * \param[in]    ptaas
+ * \param[in]    naindex    na that maps from the new ptaa to the input ptaa
+ * \return  ptaad sorted, or NULL on error
+ */
+PTAA *
+ptaaSortByIndex(PTAA  *ptaas,
+                NUMA  *naindex)
+{
+l_int32  i, n, index;
+PTA     *pta;
+PTAA    *ptaad;
+
+    PROCNAME("ptaaSortByIndex");
+
+    if (!ptaas)
+        return (PTAA *)ERROR_PTR("ptaas not defined", procName, NULL);
+    if (!naindex)
+        return (PTAA *)ERROR_PTR("naindex not defined", procName, NULL);
+
+    n = ptaaGetCount(ptaas);
+    if (numaGetCount(naindex) != n)
+        return (PTAA *)ERROR_PTR("numa and ptaa sizes differ", procName, NULL);
+    ptaad = ptaaCreate(n);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(naindex, i, &index);
+        pta = ptaaGetPta(ptaas, index, L_COPY);
+        ptaaAddPta(ptaad, pta, L_INSERT);
+    }
+
+    return ptaad;
+}
+
+
+/*!
+ * \brief   ptaGetRankValue()
+ *
+ * \param[in]    pta
+ * \param[in]    fract      use 0.0 for smallest, 1.0 for largest
+ * \param[in]    ptasort    [optional] version of %pta sorted by %sorttype
+ * \param[in]    sorttype   L_SORT_BY_X, L_SORT_BY_Y
+ * \param[out]   pval       rankval: the x or y value at %fract
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptaGetRankValue(PTA        *pta,
+                l_float32   fract,
+                PTA        *ptasort,
+                l_int32     sorttype,
+                l_float32  *pval)
+{
+l_int32  index, n;
+PTA     *ptas;
+
+    PROCNAME("ptaGetRankValue");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0.0;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (sorttype != L_SORT_BY_X && sorttype != L_SORT_BY_Y)
+        return ERROR_INT("invalid sort type", procName, 1);
+    if (fract < 0.0 || fract > 1.0)
+        return ERROR_INT("fract not in [0.0 ... 1.0]", procName, 1);
+    if ((n = ptaGetCount(pta)) == 0)
+        return ERROR_INT("pta empty", procName, 1);
+
+    if (ptasort)
+        ptas = ptasort;
+    else
+        ptas = ptaSort(pta, sorttype, L_SORT_INCREASING, NULL);
+
+    index = (l_int32)(fract * (l_float32)(n - 1) + 0.5);
+    if (sorttype == L_SORT_BY_X)
+        ptaGetPt(ptas, index, pval, NULL);
+    else  /* sort by y */
+        ptaGetPt(ptas, index, NULL, pval);
+
+    if (!ptasort) ptaDestroy(&ptas);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                   Set operations using aset (rbtree)                *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaUnionByAset()
+ *
+ * \param[in]    pta1, pta2
+ * \return  ptad with the union of the set of points, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See sarrayRemoveDupsByAset() for the approach.
+ *      (2) The key is a 64-bit hash from the (x,y) pair.
+ *      (3) This is slower than ptaUnionByHash(), mostly because of the
+ *          nlogn sort to build up the rbtree.  Do not use for large
+ *          numbers of points (say, > 1M).
+ *      (4) The *Aset() functions use the sorted l_Aset, which is just
+ *          an rbtree in disguise.
+ * 

+ */
+PTA *
+ptaUnionByAset(PTA  *pta1,
+               PTA  *pta2)
+{
+PTA  *pta3, *ptad;
+
+    PROCNAME("ptaUnionByAset");
+
+    if (!pta1)
+        return (PTA *)ERROR_PTR("pta1 not defined", procName, NULL);
+    if (!pta2)
+        return (PTA *)ERROR_PTR("pta2 not defined", procName, NULL);
+
+        /* Join */
+    pta3 = ptaCopy(pta1);
+    ptaJoin(pta3, pta2, 0, -1);
+
+        /* Eliminate duplicates */
+    ptad = ptaRemoveDupsByAset(pta3);
+    ptaDestroy(&pta3);
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaRemoveDupsByAset()
+ *
+ * \param[in]    ptas    assumed to be integer values
+ * \return  ptad with duplicates removed, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is slower than ptaRemoveDupsByHash(), mostly because
+ *          of the nlogn sort to build up the rbtree.  Do not use for
+ *          large numbers of points (say, > 1M).
+ * 

+ */
+PTA *
+ptaRemoveDupsByAset(PTA  *ptas)
+{
+l_int32   i, n, x, y;
+PTA      *ptad;
+l_uint64  hash;
+L_ASET   *set;
+RB_TYPE   key;
+
+    PROCNAME("ptaRemoveDupsByAset");
+
+    if (!ptas)
+        return (PTA *)ERROR_PTR("ptas not defined", procName, NULL);
+
+    set = l_asetCreate(L_UINT_TYPE);
+    n = ptaGetCount(ptas);
+    ptad = ptaCreate(n);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        l_hashPtToUint64(x, y, &hash);
+        key.utype = hash;
+        if (!l_asetFind(set, key)) {
+            ptaAddPt(ptad, x, y);
+            l_asetInsert(set, key);
+        }
+    }
+
+    l_asetDestroy(&set);
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaIntersectionByAset()
+ *
+ * \param[in]    pta1, pta2
+ * \return  ptad intersection of the point sets, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See sarrayIntersectionByAset() for the approach.
+ *      (2) The key is a 64-bit hash from the (x,y) pair.
+ *      (3) This is slower than ptaIntersectionByHash(), mostly because
+ *          of the nlogn sort to build up the rbtree.  Do not use for
+ *          large numbers of points (say, > 1M).
+ * 

+ */
+PTA *
+ptaIntersectionByAset(PTA  *pta1,
+                      PTA  *pta2)
+{
+l_int32   n1, n2, i, n, x, y;
+l_uint64  hash;
+L_ASET   *set1, *set2;
+RB_TYPE   key;
+PTA      *pta_small, *pta_big, *ptad;
+
+    PROCNAME("ptaIntersectionByAset");
+
+    if (!pta1)
+        return (PTA *)ERROR_PTR("pta1 not defined", procName, NULL);
+    if (!pta2)
+        return (PTA *)ERROR_PTR("pta2 not defined", procName, NULL);
+
+        /* Put the elements of the biggest array into a set */
+    n1 = ptaGetCount(pta1);
+    n2 = ptaGetCount(pta2);
+    pta_small = (n1 < n2) ? pta1 : pta2;   /* do not destroy pta_small */
+    pta_big = (n1 < n2) ? pta2 : pta1;   /* do not destroy pta_big */
+    set1 = l_asetCreateFromPta(pta_big);
+
+        /* Build up the intersection of points */
+    ptad = ptaCreate(0);
+    n = ptaGetCount(pta_small);
+    set2 = l_asetCreate(L_UINT_TYPE);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta_small, i, &x, &y);
+        l_hashPtToUint64(x, y, &hash);
+        key.utype = hash;
+        if (l_asetFind(set1, key) && !l_asetFind(set2, key)) {
+            ptaAddPt(ptad, x, y);
+            l_asetInsert(set2, key);
+        }
+    }
+
+    l_asetDestroy(&set1);
+    l_asetDestroy(&set2);
+    return ptad;
+}
+
+
+/*!
+ * \brief   l_asetCreateFromPta()
+ *
+ * \param[in]    pta
+ * \return  set using a 64-bit hash of (x,y) as the key
+ */
+L_ASET *
+l_asetCreateFromPta(PTA  *pta)
+{
+l_int32   i, n, x, y;
+l_uint64  hash;
+L_ASET   *set;
+RB_TYPE   key;
+
+    PROCNAME("l_asetCreateFromPta");
+
+    if (!pta)
+        return (L_ASET *)ERROR_PTR("pta not defined", procName, NULL);
+
+    set = l_asetCreate(L_UINT_TYPE);
+    n = ptaGetCount(pta);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        l_hashPtToUint64(x, y, &hash);
+        key.utype = hash;
+        l_asetInsert(set, key);
+    }
+
+    return set;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                 Set operations using hashing (rbtree)               *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ptaUnionByHash()
+ *
+ * \param[in]    pta1, pta2
+ * \return  ptad with the union of the set of points, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is faster than ptaUnionByAset(), because the
+ *          bucket lookup is O(n).  It should be used if the pts are
+ *          integers (e.g., representing pixel positions).
+ * 

+ */
+PTA *
+ptaUnionByHash(PTA  *pta1,
+               PTA  *pta2)
+{
+PTA  *pta3, *ptad;
+
+    PROCNAME("ptaUnionByHash");
+
+    if (!pta1)
+        return (PTA *)ERROR_PTR("pta1 not defined", procName, NULL);
+    if (!pta2)
+        return (PTA *)ERROR_PTR("pta2 not defined", procName, NULL);
+
+        /* Join */
+    pta3 = ptaCopy(pta1);
+    ptaJoin(pta3, pta2, 0, -1);
+
+        /* Eliminate duplicates */
+    ptaRemoveDupsByHash(pta3, &ptad, NULL);
+    ptaDestroy(&pta3);
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaRemoveDupsByHash()
+ *
+ * \param[in]    ptas      assumed to be integer values
+ * \param[out]   pptad     unique set of pts; duplicates removed
+ * \param[out]   pdahash   [optional] dnahash used for lookup
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Generates a pta with unique values.
+ *      (2) The dnahash is built up with ptad to assure uniqueness.
+ *          It can be used to find if a point is in the set:
+ *              ptaFindPtByHash(ptad, dahash, x, y, &index)
+ *      (3) The hash of the (x,y) location is simple and fast.  It scales
+ *          up with the number of buckets to insure a fairly random
+ *          bucket selection for adjacent points.
+ *      (4) A Dna is used rather than a Numa because we need accurate
+ *          representation of 32-bit integers that are indices into ptas.
+ *          Integer --> float --> integer conversion makes errors for
+ *          integers larger than 10M.
+ *      (5) This is faster than ptaRemoveDupsByAset(), because the
+ *          bucket lookup is O(n), although there is a double-loop
+ *          lookup within the dna in each bucket.
+ * 

+ */
+l_ok
+ptaRemoveDupsByHash(PTA         *ptas,
+                    PTA        **pptad,
+                    L_DNAHASH  **pdahash)
+{
+l_int32     i, n, index, items, x, y;
+l_uint32    nsize;
+l_uint64    key;
+PTA        *ptad;
+L_DNAHASH  *dahash;
+
+    PROCNAME("ptaRemoveDupsByHash");
+
+    if (pdahash) *pdahash = NULL;
+    if (!pptad)
+        return ERROR_INT("&ptad not defined", procName, 1);
+    *pptad = NULL;
+    if (!ptas)
+        return ERROR_INT("ptas not defined", procName, 1);
+
+    n = ptaGetCount(ptas);
+    findNextLargerPrime(n / 20, &nsize);  /* buckets in hash table */
+    dahash = l_dnaHashCreate(nsize, 8);
+    ptad = ptaCreate(n);
+    *pptad = ptad;
+    for (i = 0, items = 0; i < n; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        ptaFindPtByHash(ptad, dahash, x, y, &index);
+        if (index < 0) {  /* not found */
+            l_hashPtToUint64(x, y, &key);
+            l_dnaHashAdd(dahash, key, (l_float64)items);
+            ptaAddPt(ptad, x, y);
+            items++;
+        }
+    }
+
+    if (pdahash)
+        *pdahash = dahash;
+    else
+        l_dnaHashDestroy(&dahash);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptaIntersectionByHash()
+ *
+ * \param[in]    pta1, pta2
+ * \return  ptad intersection of the point sets, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is faster than ptaIntersectionByAset(), because the
+ *          bucket lookup is O(n).  It should be used if the pts are
+ *          integers (e.g., representing pixel positions).
+ * 

+ */
+PTA *
+ptaIntersectionByHash(PTA  *pta1,
+                      PTA  *pta2)
+{
+l_int32     n1, n2, nsmall, i, x, y, index1, index2;
+l_uint32    nsize2;
+l_uint64    key;
+L_DNAHASH  *dahash1, *dahash2;
+PTA        *pta_small, *pta_big, *ptad;
+
+    PROCNAME("ptaIntersectionByHash");
+
+    if (!pta1)
+        return (PTA *)ERROR_PTR("pta1 not defined", procName, NULL);
+    if (!pta2)
+        return (PTA *)ERROR_PTR("pta2 not defined", procName, NULL);
+
+        /* Put the elements of the biggest pta into a dnahash */
+    n1 = ptaGetCount(pta1);
+    n2 = ptaGetCount(pta2);
+    pta_small = (n1 < n2) ? pta1 : pta2;   /* do not destroy pta_small */
+    pta_big = (n1 < n2) ? pta2 : pta1;   /* do not destroy pta_big */
+    dahash1 = l_dnaHashCreateFromPta(pta_big);
+
+        /* Build up the intersection of points.  Add to ptad
+         * if the point is in pta_big (using dahash1) but hasn't
+         * yet been seen in the traversal of pta_small (using dahash2). */
+    ptad = ptaCreate(0);
+    nsmall = ptaGetCount(pta_small);
+    findNextLargerPrime(nsmall / 20, &nsize2);  /* buckets in hash table */
+    dahash2 = l_dnaHashCreate(nsize2, 0);
+    for (i = 0; i < nsmall; i++) {
+        ptaGetIPt(pta_small, i, &x, &y);
+        ptaFindPtByHash(pta_big, dahash1, x, y, &index1);
+        if (index1 >= 0) {  /* found */
+            ptaFindPtByHash(pta_small, dahash2, x, y, &index2);
+            if (index2 == -1) {  /* not found */
+                ptaAddPt(ptad, x, y);
+                l_hashPtToUint64(x, y, &key);
+                l_dnaHashAdd(dahash2, key, (l_float64)i);
+            }
+        }
+    }
+
+    l_dnaHashDestroy(&dahash1);
+    l_dnaHashDestroy(&dahash2);
+    return ptad;
+}
+
+
+/*!
+ * \brief   ptaFindPtByHash()
+ *
+ * \param[in]    pta
+ * \param[in]    dahash     built from pta
+ * \param[in]    x, y       arbitrary points
+ * \param[out]   pindex     index into pta if (x,y) is in pta; -1 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Fast lookup in dnaHash associated with a pta, to see if a
+ *          random point (x,y) is already stored in the hash table.
+ *      (2) We use a strong hash function to minimize the chance that
+ *          two different points hash to the same key value.
+ *      (3) We select the number of buckets to be about 5% of the size
+ *          of the input %pta, so that when fully populated, each
+ *          bucket (dna) will have about 20 entries, each being an index
+ *          into %pta.  In lookup, after hashing to the key, and then
+ *          again to the bucket, we traverse the bucket (dna), using the
+ *          index into %pta to check if the point (x,y) has been found before.
+ * 

+ */
+l_ok
+ptaFindPtByHash(PTA        *pta,
+                L_DNAHASH  *dahash,
+                l_int32     x,
+                l_int32     y,
+                l_int32    *pindex)
+{
+l_int32   i, nvals, index, xi, yi;
+l_uint64  key;
+L_DNA    *da;
+
+    PROCNAME("ptaFindPtByHash");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+    *pindex = -1;
+    if (!pta)
+        return ERROR_INT("pta not defined", procName, 1);
+    if (!dahash)
+        return ERROR_INT("dahash not defined", procName, 1);
+
+    l_hashPtToUint64(x, y, &key);
+    da = l_dnaHashGetDna(dahash, key, L_NOCOPY);
+    if (!da) return 0;
+
+        /* Run through the da, looking for this point */
+    nvals = l_dnaGetCount(da);
+    for (i = 0; i < nvals; i++) {
+        l_dnaGetIValue(da, i, &index);
+        ptaGetIPt(pta, index, &xi, &yi);
+        if (x == xi && y == yi) {
+            *pindex = index;
+            return 0;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   l_dnaHashCreateFromPta()
+ *
+ * \param[in]    pta
+ * \return  dahash, or NULL on error
+ */
+L_DNAHASH *
+l_dnaHashCreateFromPta(PTA  *pta)
+{
+l_int32     i, n, x, y;
+l_uint32    nsize;
+l_uint64    key;
+L_DNAHASH  *dahash;
+
+    PROCNAME("l_dnaHashCreateFromPta");
+
+    if (!pta)
+        return (L_DNAHASH *)ERROR_PTR("pta not defined", procName, NULL);
+
+        /* Build up dnaHash of indices, hashed by a key that is
+         * a large linear combination of x and y values designed to
+         * randomize the key.  Having about 20 pts in each bucket is
+         * roughly optimal for speed for large sets. */
+    n = ptaGetCount(pta);
+    findNextLargerPrime(n / 20, &nsize);  /* buckets in hash table */
+/*    fprintf(stderr, "Prime used: %d\n", nsize); */
+
+        /* Add each point, using the hash as key and the index into
+         * %ptas as the value.  Storing the index enables operations
+         * that check for duplicates. */
+    dahash = l_dnaHashCreate(nsize, 8);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        l_hashPtToUint64(x, y, &key);
+        l_dnaHashAdd(dahash, key, (l_float64)i);
+    }
+
+    return dahash;
+}
diff --git a/3rdparty/hgOCR/leptonica/ptra.c b/3rdparty/hgOCR/leptonica/ptra.c
new file mode 100644
index 00000000..99e441f0
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/ptra.c
@@ -0,0 +1,1006 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  ptra.c
+ * 
+ *
+ *      Ptra creation and destruction
+ *          L_PTRA      *ptraCreate()
+ *          void        *ptraDestroy()
+ *
+ *      Add/insert/remove/replace generic ptr object
+ *          l_int32      ptraAdd()
+ *          static l_int32  ptraExtendArray()
+ *          l_int32      ptraInsert()
+ *          void        *ptraRemove()
+ *          void        *ptraRemoveLast()
+ *          void        *ptraReplace()
+ *          l_int32      ptraSwap()
+ *          l_int32      ptraCompactArray()
+ *
+ *      Other array operations
+ *          l_int32      ptraReverse()
+ *          l_int32      ptraJoin()
+ *
+ *      Simple Ptra accessors
+ *          l_int32      ptraGetMaxIndex()
+ *          l_int32      ptraGetActualCount()
+ *          void        *ptraGetPtrToItem()
+ *
+ *      Ptraa creation and destruction
+ *          L_PTRAA     *ptraaCreate()
+ *          void        *ptraaDestroy()
+ *
+ *      Ptraa accessors
+ *          l_int32      ptraaGetSize()
+ *          l_int32      ptraaInsertPtra()
+ *          L_PTRA      *ptraaGetPtra()
+ *
+ *      Ptraa conversion
+ *          L_PTRA      *ptraaFlattenToPtra()
+ *
+ *    Notes on the Ptra:
+ *
+ *    (1) The Ptra is a struct, not an array.  Always use the accessors
+ *        in this file, never the fields directly.
+ *    (2) Items can be placed anywhere in the allocated ptr array,
+ *        including one index beyond the last ptr (in which case the
+ *        ptr array is realloc'd).
+ *    (3) Thus, the items on the ptr array need not be compacted.  In
+ *        general there will be null pointers in the ptr array.
+ *    (4) A compacted array will remain compacted on removal if
+ *        arbitrary items are removed with compaction, or if items
+ *        are removed from the end of the array.
+ *    (5) For addition to and removal from the end of the array, this
+ *        functions exactly like a stack, and with the same O(1) cost.
+ *    (6) This differs from the generic stack in that we allow
+ *        random access for insertion, removal and replacement.
+ *        Removal can be done without compacting the array.
+ *        Insertion into a null ptr in the array has no effect on
+ *        the other pointers, but insertion into a location already
+ *        occupied by an item has a cost proportional to the
+ *        distance to the next null ptr in the array.
+ *    (7) Null ptrs are valid input args for both insertion and
+ *        replacement; this allows arbitrary swapping.
+ *    (8) The item in the array with the largest index is at pa->imax.
+ *        This can be any value from -1 (initialized; all array ptrs
+ *        are null) up to pa->nalloc - 1 (the last ptr in the array).
+ *    (9) In referring to the array: the first ptr is the "top" or
+ *        "beginning"; the last pointer is the "bottom" or "end";
+ *        items are shifted "up" towards the top when compaction occurs;
+ *        and items are shifted "down" towards the bottom when forced to
+ *        move due to an insertion.
+ *   (10) It should be emphasized that insertion, removal and replacement
+ *        are general:
+ *         * You can insert an item into any ptr location in the
+ *           allocated ptr array, as well as into the next ptr address
+ *           beyond the allocated array (in which case a realloc will occur).
+ *         * You can remove or replace an item from any ptr location
+ *           in the allocated ptr array.
+ *         * When inserting into an occupied location, you have
+ *           three options for downshifting.
+ *         * When removing, you can either leave the ptr null or
+ *           compact the array.
+ *
+ *    Notes on the Ptraa:
+ *
+ *    (1) The Ptraa is a fixed size ptr array for holding Ptra.
+ *        In that respect, it is different from other pointer arrays, which
+ *        are extensible and grow using the *Add*() functions.
+ *    (2) In general, the Ptra ptrs in the Ptraa can be randomly occupied.
+ *        A typical usage is to allow an O(n) horizontal sort of Pix,
+ *        where the size of the Ptra array is the width of the image,
+ *        and each Ptra is an array of all the Pix at a specific x location.
+ * 

+ */
+
+#include "allheaders.h"
+
+    /* Bounds on initial array size */
+static const l_uint32  MaxPtrArraySize = 100000;
+static const l_int32 InitialPtrArraySize = 20;      /*!< n'importe quoi */
+
+    /* Static function */
+static l_int32 ptraExtendArray(L_PTRA *pa);
+
+
+/*--------------------------------------------------------------------------*
+ *                       Ptra creation and destruction                      *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   ptraCreate()
+ *
+ * \param[in]    n     size of ptr array to be alloc'd; use 0 for default
+ * \return  pa, or NULL on error
+ */
+L_PTRA *
+ptraCreate(l_int32  n)
+{
+L_PTRA  *pa;
+
+    PROCNAME("ptraCreate");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        n = InitialPtrArraySize;
+
+    pa = (L_PTRA *)LEPT_CALLOC(1, sizeof(L_PTRA));
+    if ((pa->array = (void **)LEPT_CALLOC(n, sizeof(void *))) == NULL) {
+        ptraDestroy(&pa, 0, 0);
+        return (L_PTRA *)ERROR_PTR("ptr array not made", procName, NULL);
+    }
+    pa->nalloc = n;
+    pa->imax = -1;
+    pa->nactual = 0;
+    return pa;
+}
+
+
+/*!
+ * \brief   ptraDestroy()
+ *
+ * \param[in,out]   ppa        will be set to null before returning
+ * \param[in]       freeflag   TRUE to free each remaining item in the array
+ * \param[in]       warnflag   TRUE to warn if any remaining items
+ *                             are not destroyed
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) If %freeflag == TRUE, frees each item in the array.
+ *      (2) If %freeflag == FALSE and %warnflag == TRUE, and there are
+ *          items on the array, this gives a warning and destroys the array.
+ *          If these items are not owned elsewhere, this will cause
+ *          a memory leak of all the items that were on the array.
+ *          So if the items are not owned elsewhere and require their
+ *          own destroy function, they must be destroyed before the ptra.
+ *      (3) If %warnflag == FALSE, no warnings will be issued.  This is
+ *          useful if the items are owned elsewhere, such as a
+ *          PixMemoryStore().
+ *      (4) To destroy the ptra, we destroy the ptr array, then
+ *          the ptra, and then null the contents of the input ptr.
+ * 

+ */
+void
+ptraDestroy(L_PTRA  **ppa,
+            l_int32   freeflag,
+            l_int32   warnflag)
+{
+l_int32  i, nactual;
+void    *item;
+L_PTRA  *pa;
+
+    PROCNAME("ptraDestroy");
+
+    if (ppa == NULL) {
+        L_WARNING("ptr address is NULL\n", procName);
+        return;
+    }
+    if ((pa = *ppa) == NULL)
+        return;
+
+    ptraGetActualCount(pa, &nactual);
+    if (nactual > 0) {
+        if (freeflag) {
+            for (i = 0; i <= pa->imax; i++) {
+                if ((item = ptraRemove(pa, i, L_NO_COMPACTION)) != NULL)
+                    LEPT_FREE(item);
+            }
+        } else if (warnflag) {
+            L_WARNING("potential memory leak of %d items in ptra\n",
+                      procName, nactual);
+        }
+    }
+
+    LEPT_FREE(pa->array);
+    LEPT_FREE(pa);
+    *ppa = NULL;
+    return;
+}
+
+
+/*--------------------------------------------------------------------------*
+ *               Add/insert/remove/replace generic ptr object               *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   ptraAdd()
+ *
+ * \param[in]    pa      ptra
+ * \param[in]    item    generic ptr to a struct
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This adds the element to the next location beyond imax,
+ *          which is the largest occupied ptr in the array.  This is
+ *          what you expect from a stack, where all ptrs up to and
+ *          including imax are occupied, but here the occuption of
+ *          items in the array is entirely arbitrary.
+ * 

+ */
+l_ok
+ptraAdd(L_PTRA  *pa,
+        void    *item)
+{
+l_int32  imax;
+
+    PROCNAME("ptraAdd");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    if (!item)
+        return ERROR_INT("item not defined", procName, 1);
+
+    ptraGetMaxIndex(pa, &imax);
+    if (imax >= pa->nalloc - 1 && ptraExtendArray(pa))
+        return ERROR_INT("extension failure", procName, 1);
+    pa->array[imax + 1] = (void *)item;
+    pa->imax++;
+    pa->nactual++;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraExtendArray()
+ *
+ * \param[in]    pa
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+ptraExtendArray(L_PTRA  *pa)
+{
+    PROCNAME("ptraExtendArray");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+
+    if ((pa->array = (void **)reallocNew((void **)&pa->array,
+                                sizeof(void *) * pa->nalloc,
+                                2 * sizeof(void *) * pa->nalloc)) == NULL)
+            return ERROR_INT("new ptr array not returned", procName, 1);
+
+    pa->nalloc *= 2;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraInsert()
+ *
+ * \param[in]    pa          ptra
+ * \param[in]    index       location in ptra to insert new value
+ * \param[in]    item        generic ptr to a struct; can be null
+ * \param[in]    shiftflag   L_AUTO_DOWNSHIFT, L_MIN_DOWNSHIFT, L_FULL_DOWNSHIFT
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This checks first to see if the location is valid, and
+ *          then if there is presently an item there.  If there is not,
+ *          it is simply inserted into that location.
+ *      (2) If there is an item at the insert location, items must be
+ *          moved down to make room for the insert.  In the downward
+ *          shift there are three options, given by %shiftflag.
+ *            ~ If %shiftflag == L_AUTO_DOWNSHIFT, a decision is made
+ *              whether, in a cascade of items, to downshift a minimum
+ *              amount or for all items above %index.  The decision is
+ *              based on the expectation of finding holes (null ptrs)
+ *              between %index and the bottom of the array.
+ *              Assuming the holes are distributed uniformly, if 2 or more
+ *              holes are expected, we do a minimum shift.
+ *            ~ If %shiftflag == L_MIN_DOWNSHIFT, the downward shifting
+ *              cascade of items progresses a minimum amount, until
+ *              the first empty slot is reached.  This mode requires
+ *              some computation before the actual shifting is done.
+ *            ~ If %shiftflag == L_FULL_DOWNSHIFT, a shifting cascade is
+ *              performed where pa[i] --> pa[i + 1] for all i >= index.
+ *              Then, the item is inserted at pa[index].
+ *      (3) If you are not using L_AUTO_DOWNSHIFT, the rule of thumb is
+ *          to use L_FULL_DOWNSHIFT if the array is compacted (each
+ *          element points to an item), and to use L_MIN_DOWNSHIFT
+ *          if there are a significant number of null pointers.
+ *          There is no penalty to using L_MIN_DOWNSHIFT for a
+ *          compacted array, however, because the full shift is required
+ *          and we don't do the O(n) computation to look for holes.
+ *      (4) This should not be used repeatedly on large arrays,
+ *          because the function is generally O(n).
+ *      (5) However, it can be used repeatedly if we start with an empty
+ *          ptr array and insert only once at each location.  For example,
+ *          you can support an array of Numa, where at each ptr location
+ *          you store either 0 or 1 Numa, and the Numa can be added
+ *          randomly to the ptr array.
+ * 

+ */
+l_ok
+ptraInsert(L_PTRA  *pa,
+           l_int32  index,
+           void    *item,
+           l_int32  shiftflag)
+{
+l_int32    i, ihole, imax;
+l_float32  nexpected;
+
+    PROCNAME("ptraInsert");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    if (index < 0 || index > pa->nalloc)
+        return ERROR_INT("index not in [0 ... nalloc]", procName, 1);
+    if (shiftflag != L_AUTO_DOWNSHIFT && shiftflag != L_MIN_DOWNSHIFT &&
+        shiftflag != L_FULL_DOWNSHIFT)
+        return ERROR_INT("invalid shiftflag", procName, 1);
+
+    if (item) pa->nactual++;
+    if (index == pa->nalloc) {  /* can happen when index == n */
+        if (ptraExtendArray(pa))
+            return ERROR_INT("extension failure", procName, 1);
+    }
+
+        /* We are inserting into a hole or adding to the end of the array.
+         * No existing items are moved. */
+    ptraGetMaxIndex(pa, &imax);
+    if (pa->array[index] == NULL) {
+        pa->array[index] = item;
+        if (item && index > imax)  /* new item put beyond max so far */
+            pa->imax = index;
+        return 0;
+    }
+
+        /* We are inserting at the location of an existing item,
+         * forcing the existing item and those below to shift down.
+         * First, extend the array automatically if the last element
+         * (nalloc - 1) is occupied (imax).  This may not be necessary
+         * in every situation, but only an anomalous sequence of insertions
+         * into the array would cause extra ptr allocation.  */
+    if (imax >= pa->nalloc - 1 && ptraExtendArray(pa))
+        return ERROR_INT("extension failure", procName, 1);
+
+        /* If there are no holes, do a full downshift.
+         * Otherwise, if L_AUTO_DOWNSHIFT, use the expected number
+         * of holes between index and n to determine the shift mode */
+    if (imax + 1 == pa->nactual) {
+        shiftflag = L_FULL_DOWNSHIFT;
+    } else if (shiftflag == L_AUTO_DOWNSHIFT) {
+        if (imax < 10) {
+            shiftflag = L_FULL_DOWNSHIFT;  /* no big deal */
+        } else {
+            nexpected = (l_float32)(imax - pa->nactual) *
+                         (l_float32)((imax - index) / imax);
+            shiftflag = (nexpected > 2.0) ? L_MIN_DOWNSHIFT : L_FULL_DOWNSHIFT;
+        }
+    }
+
+    if (shiftflag == L_MIN_DOWNSHIFT) {  /* run down looking for a hole */
+        for (ihole = index + 1; ihole <= imax; ihole++) {
+             if (pa->array[ihole] == NULL)
+                 break;
+        }
+    } else {  /* L_FULL_DOWNSHIFT */
+        ihole = imax + 1;
+    }
+
+    for (i = ihole; i > index; i--)
+        pa->array[i] = pa->array[i - 1];
+    pa->array[index] = (void *)item;
+    if (ihole == imax + 1)  /* the last item was shifted down */
+        pa->imax++;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraRemove()
+ *
+ * \param[in]    pa       ptra
+ * \param[in]    index    element to be removed
+ * \param[in]    flag     L_NO_COMPACTION, L_COMPACTION
+ * \return  item, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If flag == L_NO_COMPACTION, this removes the item and
+ *          nulls the ptr on the array.  If it takes the last item
+ *          in the array, pa->n is reduced to the next item.
+ *      (2) If flag == L_COMPACTION, this compacts the array for
+ *          for all i >= index.  It should not be used repeatedly on
+ *          large arrays, because compaction is O(n).
+ *      (3) The ability to remove without automatic compaction allows
+ *          removal with cost O(1).
+ * 

+ */
+void *
+ptraRemove(L_PTRA  *pa,
+           l_int32  index,
+           l_int32  flag)
+{
+l_int32  i, imax, fromend, icurrent;
+void    *item;
+
+    PROCNAME("ptraRemove");
+
+    if (!pa)
+        return (void *)ERROR_PTR("pa not defined", procName, NULL);
+    ptraGetMaxIndex(pa, &imax);
+    if (index < 0 || index > imax)
+        return (void *)ERROR_PTR("index not in [0 ... imax]", procName, NULL);
+
+    item = pa->array[index];
+    if (item)
+        pa->nactual--;
+    pa->array[index] = NULL;
+
+        /* If we took the last item, need to reduce pa->n */
+    fromend = (index == imax);
+    if (fromend) {
+        for (i = index - 1; i >= 0; i--) {
+            if (pa->array[i])
+                break;
+        }
+        pa->imax = i;
+    }
+
+        /* Compact from index to the end of the array */
+    if (!fromend && flag == L_COMPACTION) {
+        for (icurrent = index, i = index + 1; i <= imax; i++) {
+            if (pa->array[i])
+                pa->array[icurrent++] = pa->array[i];
+        }
+        pa->imax = icurrent - 1;
+    }
+    return item;
+}
+
+
+/*!
+ * \brief   ptraRemoveLast()
+ *
+ * \param[in]    pa    ptra
+ * \return  item, or NULL on error or if the array is empty
+ */
+void *
+ptraRemoveLast(L_PTRA  *pa)
+{
+l_int32  imax;
+
+    PROCNAME("ptraRemoveLast");
+
+    if (!pa)
+        return (void *)ERROR_PTR("pa not defined", procName, NULL);
+
+        /* Remove the last item in the array.  No compaction is required. */
+    ptraGetMaxIndex(pa, &imax);
+    if (imax >= 0)
+        return ptraRemove(pa, imax, L_NO_COMPACTION);
+    else  /* empty */
+        return NULL;
+}
+
+
+/*!
+ * \brief   ptraReplace()
+ *
+ * \param[in]    pa          ptra
+ * \param[in]    index       element to be replaced
+ * \param[in]    item        new generic ptr to a struct; can be null
+ * \param[in]    freeflag    TRUE to free old item; FALSE to return it
+ * \return  item  old item, if it exists and is not freed,
+ *                     or NULL on error
+ */
+void *
+ptraReplace(L_PTRA  *pa,
+            l_int32  index,
+            void    *item,
+            l_int32  freeflag)
+{
+l_int32  imax;
+void    *olditem;
+
+    PROCNAME("ptraReplace");
+
+    if (!pa)
+        return (void *)ERROR_PTR("pa not defined", procName, NULL);
+    ptraGetMaxIndex(pa, &imax);
+    if (index < 0 || index > imax)
+        return (void *)ERROR_PTR("index not in [0 ... imax]", procName, NULL);
+
+    olditem = pa->array[index];
+    pa->array[index] = item;
+    if (!item && olditem)
+        pa->nactual--;
+    else if (item && !olditem)
+        pa->nactual++;
+
+    if (freeflag == FALSE)
+        return olditem;
+
+    if (olditem)
+        LEPT_FREE(olditem);
+    return NULL;
+}
+
+
+/*!
+ * \brief   ptraSwap()
+ *
+ * \param[in]    pa ptra
+ * \param[in]    index1
+ * \param[in]    index2
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptraSwap(L_PTRA  *pa,
+         l_int32  index1,
+         l_int32  index2)
+{
+l_int32  imax;
+void    *item;
+
+    PROCNAME("ptraSwap");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    if (index1 == index2)
+        return 0;
+    ptraGetMaxIndex(pa, &imax);
+    if (index1 < 0 || index1 > imax || index2 < 0 || index2 > imax)
+        return ERROR_INT("invalid index: not in [0 ... imax]", procName, 1);
+
+    item = ptraRemove(pa, index1, L_NO_COMPACTION);
+    item = ptraReplace(pa, index2, item, FALSE);
+    ptraInsert(pa, index1, item, L_MIN_DOWNSHIFT);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraCompactArray()
+ *
+ * \param[in]    pa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This compacts the items on the array, filling any empty ptrs.
+ *      (2) This does not change the size of the array of ptrs.
+ * 

+ */
+l_ok
+ptraCompactArray(L_PTRA  *pa)
+{
+l_int32  i, imax, nactual, index;
+
+    PROCNAME("ptraCompactArray");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    ptraGetMaxIndex(pa, &imax);
+    ptraGetActualCount(pa, &nactual);
+    if (imax + 1 == nactual) return 0;
+
+        /* Compact the array */
+    for (i = 0, index = 0; i <= imax; i++) {
+        if (pa->array[i])
+             pa->array[index++] = pa->array[i];
+    }
+    pa->imax = index - 1;
+    if (nactual != index)
+        L_ERROR("index = %d; != nactual\n", procName, index);
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                        Other array operations                        *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   ptraReverse()
+ *
+ * \param[in]    pa     ptra
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptraReverse(L_PTRA  *pa)
+{
+l_int32  i, imax;
+
+    PROCNAME("ptraReverse");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    ptraGetMaxIndex(pa, &imax);
+
+    for (i = 0; i < (imax + 1) / 2; i++)
+        ptraSwap(pa, i, imax - i);
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraJoin()
+ *
+ * \param[in]    pa1    add to this one
+ * \param[in]    pa2    appended to pa1, and emptied of items; can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+ptraJoin(L_PTRA  *pa1,
+         L_PTRA  *pa2)
+{
+l_int32  i, imax;
+void    *item;
+
+    PROCNAME("ptraJoin");
+
+    if (!pa1)
+        return ERROR_INT("pa1 not defined", procName, 1);
+    if (!pa2)
+        return 0;
+
+    ptraGetMaxIndex(pa2, &imax);
+    for (i = 0; i <= imax; i++) {
+        item = ptraRemove(pa2, i, L_NO_COMPACTION);
+        ptraAdd(pa1, item);
+    }
+
+    return 0;
+}
+
+
+
+/*----------------------------------------------------------------------*
+ *                        Simple ptra accessors                         *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   ptraGetMaxIndex()
+ *
+ * \param[in]    pa          ptra
+ * \param[out]   pmaxindex   index of last item in the array;
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The largest index to an item in the array is %maxindex.
+ *          %maxindex is one less than the number of items that would be
+ *          in the array if there were no null pointers between 0
+ *          and %maxindex - 1.  However, because the internal ptr array
+ *          need not be compacted, there may be NULL pointers at
+ *          indices below %maxindex; for example, if items have
+ *          been removed.
+ *      (2) When an item is added to the end of the array, it goes
+ *          into pa->array[maxindex + 1], and maxindex is then
+ *          incremented by 1.
+ *      (3) If there are no items in the array, this returns %maxindex = -1.
+ * 

+ */
+l_ok
+ptraGetMaxIndex(L_PTRA   *pa,
+                l_int32  *pmaxindex)
+{
+    PROCNAME("ptraGetMaxIndex");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    if (!pmaxindex)
+        return ERROR_INT("&maxindex not defined", procName, 1);
+    *pmaxindex = pa->imax;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraGetActualCount()
+ *
+ * \param[in]    pa        ptra
+ * \param[out]   pcount    actual number of items on the ptr array
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The actual number of items on the ptr array, pa->nactual,
+ *          will be smaller than pa->n if the array is not compacted.
+ * 

+ */
+l_ok
+ptraGetActualCount(L_PTRA   *pa,
+                   l_int32  *pcount)
+{
+    PROCNAME("ptraGetActualCount");
+
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    if (!pcount)
+        return ERROR_INT("&count not defined", procName, 1);
+    *pcount = pa->nactual;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraGetPtrToItem()
+ *
+ * \param[in]    pa       ptra
+ * \param[in]    index    of element to be retrieved
+ * \return  a ptr to the element, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns a ptr to the item.  You must cast it to
+ *          the type of item.  Do not destroy it; the item belongs
+ *          to the Ptra.
+ *      (2) This can access all possible items on the ptr array.
+ *          If an item doesn't exist, it returns null.
+ * 

+ */
+void *
+ptraGetPtrToItem(L_PTRA  *pa,
+                 l_int32  index)
+{
+    PROCNAME("ptraGetPtrToItem");
+
+    if (!pa)
+        return (void *)ERROR_PTR("pa not defined", procName, NULL);
+    if (index < 0 || index >= pa->nalloc)
+        return (void *)ERROR_PTR("index not in [0 ... nalloc-1]",
+                                 procName, NULL);
+
+    return pa->array[index];
+}
+
+
+/*--------------------------------------------------------------------------*
+ *                      Ptraa creation and destruction                      *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   ptraaCreate()
+ *
+ * \param[in]    n    size of ptr array to be alloc'd
+ * \return  paa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The ptraa is generated with a fixed size, that can not change.
+ *          The ptra can be generated and inserted randomly into this array.
+ * 

+ */
+L_PTRAA *
+ptraaCreate(l_int32  n)
+{
+L_PTRAA  *paa;
+
+    PROCNAME("ptraaCreate");
+
+    if (n <= 0)
+        return (L_PTRAA *)ERROR_PTR("n must be > 0", procName, NULL);
+
+    paa = (L_PTRAA *)LEPT_CALLOC(1, sizeof(L_PTRAA));
+    if ((paa->ptra = (L_PTRA **)LEPT_CALLOC(n, sizeof(L_PTRA *))) == NULL) {
+        ptraaDestroy(&paa, 0, 0);
+        return (L_PTRAA *)ERROR_PTR("ptr array not made", procName, NULL);
+    }
+    paa->nalloc = n;
+    return paa;
+}
+
+
+/*!
+ * \brief   ptraaDestroy()
+ *
+ * \param[in,out]   ppaa       will be set to null before returning
+ * \param[in]       freeflag   TRUE to free each remaining item in each ptra
+ * \param[in]       warnflag   TRUE to warn if any remaining items
+ *                             are not destroyed
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) See ptraDestroy() for use of %freeflag and %warnflag.
+ *      (2) To destroy the ptraa, we destroy each ptra, then the ptr array,
+ *          then the ptraa, and then null the contents of the input ptr.
+ * 

+ */
+void
+ptraaDestroy(L_PTRAA  **ppaa,
+             l_int32    freeflag,
+             l_int32    warnflag)
+{
+l_int32   i, n;
+L_PTRA   *pa;
+L_PTRAA  *paa;
+
+    PROCNAME("ptraaDestroy");
+
+    if (ppaa == NULL) {
+        L_WARNING("ptr address is NULL\n", procName);
+        return;
+    }
+    if ((paa = *ppaa) == NULL)
+        return;
+
+    ptraaGetSize(paa, &n);
+    for (i = 0; i < n; i++) {
+        pa = ptraaGetPtra(paa, i, L_REMOVE);
+        ptraDestroy(&pa, freeflag, warnflag);
+    }
+
+    LEPT_FREE(paa->ptra);
+    LEPT_FREE(paa);
+    *ppaa = NULL;
+    return;
+}
+
+
+/*--------------------------------------------------------------------------*
+ *                             Ptraa accessors                              *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   ptraaGetSize()
+ *
+ * \param[in]    paa
+ * \param[out]   psize    size of ptr array
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+ptraaGetSize(L_PTRAA  *paa,
+             l_int32  *psize)
+{
+    PROCNAME("ptraaGetSize");
+
+    if (!paa)
+        return ERROR_INT("paa not defined", procName, 1);
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    *psize = paa->nalloc;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraaInsertPtra()
+ *
+ * \param[in]    paa      ptraa
+ * \param[in]    index    location in array for insertion
+ * \param[in]    pa       to be inserted
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Caller should check return value.  On success, the Ptra
+ *          is inserted in the Ptraa and is owned by it.  However,
+ *          on error, the Ptra remains owned by the caller.
+ * 

+ */
+l_ok
+ptraaInsertPtra(L_PTRAA  *paa,
+                l_int32   index,
+                L_PTRA   *pa)
+{
+l_int32  n;
+
+    PROCNAME("ptraaInsertPtra");
+
+    if (!paa)
+        return ERROR_INT("paa not defined", procName, 1);
+    if (!pa)
+        return ERROR_INT("pa not defined", procName, 1);
+    ptraaGetSize(paa, &n);
+    if (index < 0 || index >= n)
+        return ERROR_INT("invalid index", procName, 1);
+    if (paa->ptra[index] != NULL)
+        return ERROR_INT("ptra already stored at index", procName, 1);
+
+    paa->ptra[index] = pa;
+    return 0;
+}
+
+
+/*!
+ * \brief   ptraaGetPtra()
+ *
+ * \param[in]    paa          ptraa
+ * \param[in]    index        location in array
+ * \param[in]    accessflag   L_HANDLE_ONLY, L_REMOVE
+ * \return  ptra at index location, or NULL on error or if there
+ *              is no ptra there.
+ *
+ * 
+ * Notes:
+ *      (1) This returns the ptra ptr.  If %accessflag == L_HANDLE_ONLY,
+ *          the ptra is left on the ptraa.  If %accessflag == L_REMOVE,
+ *          the ptr in the ptraa is set to NULL, and the caller
+ *          is responsible for disposing of the ptra (either putting it
+ *          back on the ptraa, or destroying it).
+ *      (2) This returns NULL if there is no Ptra at the index location.
+ * 

+ */
+L_PTRA *
+ptraaGetPtra(L_PTRAA  *paa,
+             l_int32   index,
+             l_int32   accessflag)
+{
+l_int32  n;
+L_PTRA  *pa;
+
+    PROCNAME("ptraaGetPtra");
+
+    if (!paa)
+        return (L_PTRA *)ERROR_PTR("paa not defined", procName, NULL);
+    ptraaGetSize(paa, &n);
+    if (index < 0 || index >= n)
+        return (L_PTRA *)ERROR_PTR("invalid index", procName, NULL);
+    if (accessflag != L_HANDLE_ONLY && accessflag != L_REMOVE)
+        return (L_PTRA *)ERROR_PTR("invalid accessflag", procName, NULL);
+
+    pa = paa->ptra[index];
+    if (accessflag == L_REMOVE)
+        paa->ptra[index] = NULL;
+    return pa;
+}
+
+
+/*--------------------------------------------------------------------------*
+ *                             Ptraa conversion                             *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   ptraaFlattenToPtra()
+ *
+ * \param[in]    paa    ptraa
+ * \return  ptra, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This 'flattens' the ptraa to a ptra, taking the items in
+ *          each ptra, in order, starting with the first ptra, etc.
+ *      (2) As a side-effect, the ptra are all removed from the ptraa
+ *          and destroyed, leaving an empty ptraa.
+ * 

+ */
+L_PTRA *
+ptraaFlattenToPtra(L_PTRAA  *paa)
+{
+l_int32  i, n;
+L_PTRA    *pat, *pad;
+
+    PROCNAME("ptraaFlattenToPtra");
+
+    if (!paa)
+        return (L_PTRA *)ERROR_PTR("paa not defined", procName, NULL);
+
+    pad = ptraCreate(0);
+    ptraaGetSize(paa, &n);
+    for (i = 0; i < n; i++) {
+        pat = ptraaGetPtra(paa, i, L_REMOVE);
+        if (!pat) continue;
+        ptraJoin(pad, pat);
+        ptraDestroy(&pat, FALSE, FALSE);  /* they're all empty */
+    }
+
+    return pad;
+}
diff --git a/3rdparty/hgOCR/leptonica/ptra.h b/3rdparty/hgOCR/leptonica/ptra.h
new file mode 100644
index 00000000..dc5216cd
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/ptra.h
@@ -0,0 +1,95 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_PTRA_H
+#define  LEPTONICA_PTRA_H
+
+/*!
+ * \file ptra.h
+ *
+ * 
+ *  Contains the following structs:
+ *      struct L_Ptra
+ *      struct L_Ptraa
+ *
+ *  Contains definitions for:
+ *      L_Ptra compaction flags for removal
+ *      L_Ptra shifting flags for insert
+ *      L_Ptraa accessor flags
+ * 

+ */
+
+
+/*------------------------------------------------------------------------*
+ *                     Generic Ptr Array Structs                          *
+ *------------------------------------------------------------------------*/
+
+    /*! Generic pointer array */
+struct L_Ptra
+{
+    l_int32          nalloc;    /*!< size of allocated ptr array         */
+    l_int32          imax;      /*!< greatest valid index                */
+    l_int32          nactual;   /*!< actual number of stored elements    */
+    void           **array;     /*!< ptr array                           */
+};
+typedef struct L_Ptra  L_PTRA;
+
+
+    /*! Array of generic pointer arrays */
+struct L_Ptraa
+{
+    l_int32          nalloc;    /*!< size of allocated ptr array         */
+    struct L_Ptra  **ptra;      /*!< array of ptra                       */
+};
+typedef struct L_Ptraa  L_PTRAA;
+
+
+
+/*------------------------------------------------------------------------*
+ *          Accessor and modifier flags for L_Ptra and L_Ptraa            *
+ *------------------------------------------------------------------------*/
+
+/*! Ptra Removal */
+enum {
+    L_NO_COMPACTION = 1,        /*!< null the pointer only                */
+    L_COMPACTION = 2            /*!< compact the array                    */
+};
+
+/*! Ptra Insertion */
+enum {
+    L_AUTO_DOWNSHIFT = 0,     /*!< choose based on number of holes        */
+    L_MIN_DOWNSHIFT = 1,      /*!< downshifts min # of ptrs below insert  */
+    L_FULL_DOWNSHIFT = 2      /*!< downshifts all ptrs below insert       */
+};
+
+/*! Ptraa Accessor */
+enum {
+    L_HANDLE_ONLY = 0,     /*!< ptr to L_Ptra; caller can inspect only    */
+    L_REMOVE = 1           /*!< caller owns; destroy or save in L_Ptraa   */
+};
+
+
+#endif  /* LEPTONICA_PTRA_H */
diff --git a/3rdparty/hgOCR/leptonica/quadtree.c b/3rdparty/hgOCR/leptonica/quadtree.c
new file mode 100644
index 00000000..bdcef13d
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/quadtree.c
@@ -0,0 +1,697 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file quadtree.c
+ * 
+ *
+ *      Top level quadtree linear statistics
+ *          l_int32   pixQuadtreeMean()
+ *          l_int32   pixQuadtreeVariance()
+ *
+ *      Statistics in an arbitrary rectangle
+ *          l_int32   pixMeanInRectangle()
+ *          l_int32   pixVarianceInRectangle()
+ *
+ *      Quadtree regions
+ *          BOXAA    *boxaaQuadtreeRegions()
+ *
+ *      Quadtree access
+ *          l_int32   quadtreeGetParent()
+ *          l_int32   quadtreeGetChildren()
+ *          l_int32   quadtreeMaxLevels()
+ *
+ *      Display quadtree
+ *          PIX      *fpixaDisplayQuadtree()
+ *
+ *
+ *  There are many other statistical quantities that can be computed
+ *  in a quadtree, such as rank values, and these can be added as
+ *  the need arises.
+ *
+ *  Similar results that can approximate a single level of the quadtree
+ *  can be generated by pixGetAverageTiled().  There we specify the
+ *  tile size over which the mean, mean square, and root variance
+ *  are generated; the results are saved in a (reduced size) pix.
+ *  Because the tile dimensions are integers, it is usually not possible
+ *  to obtain tilings that are a power of 2, as required for quadtrees.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_BOXES       0
+#endif  /* !NO_CONSOLE_IO */
+
+
+/*----------------------------------------------------------------------*
+ *                  Top-level quadtree linear statistics                *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixQuadtreeMean()
+ *
+ * \param[in]    pixs     8 bpp, no colormap
+ * \param[in]    nlevels  in quadtree; max allowed depends on image size
+ * \param[in]    pix_ma   input mean accumulator; can be null
+ * \param[out]   pfpixa   mean values in quadtree
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned fpixa has %nlevels of fpix, each containing
+ *          the mean values at its level.  Level 0 has a
+ *          single value; level 1 has 4 values; level 2 has 16; etc.
+ * 

+ */
+l_ok
+pixQuadtreeMean(PIX     *pixs,
+                l_int32  nlevels,
+                PIX     *pix_ma,
+                FPIXA  **pfpixa)
+{
+l_int32    i, j, w, h, size, n;
+l_float32  val;
+BOX       *box;
+BOXA      *boxa;
+BOXAA     *baa;
+FPIX      *fpix;
+PIX       *pix_mac;
+
+    PROCNAME("pixQuadtreeMean");
+
+    if (!pfpixa)
+        return ERROR_INT("&fpixa not defined", procName, 1);
+    *pfpixa = NULL;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (nlevels > quadtreeMaxLevels(w, h))
+        return ERROR_INT("nlevels too large for image", procName, 1);
+
+    if (!pix_ma)
+        pix_mac = pixBlockconvAccum(pixs);
+    else
+        pix_mac = pixClone(pix_ma);
+    if (!pix_mac)
+        return ERROR_INT("pix_mac not made", procName, 1);
+
+    if ((baa = boxaaQuadtreeRegions(w, h, nlevels)) == NULL) {
+        pixDestroy(&pix_mac);
+        return ERROR_INT("baa not made", procName, 1);
+    }
+
+    *pfpixa = fpixaCreate(nlevels);
+    for (i = 0; i < nlevels; i++) {
+        boxa = boxaaGetBoxa(baa, i, L_CLONE);
+        size = 1 << i;
+        n = boxaGetCount(boxa);  /* n == size * size */
+        fpix = fpixCreate(size, size);
+        for (j = 0; j < n; j++) {
+            box = boxaGetBox(boxa, j, L_CLONE);
+            pixMeanInRectangle(pixs, box, pix_mac, &val);
+            fpixSetPixel(fpix, j % size, j / size, val);
+            boxDestroy(&box);
+        }
+        fpixaAddFPix(*pfpixa, fpix, L_INSERT);
+        boxaDestroy(&boxa);
+    }
+
+    pixDestroy(&pix_mac);
+    boxaaDestroy(&baa);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixQuadtreeVariance()
+ *
+ * \param[in]    pixs        8 bpp, no colormap
+ * \param[in]    nlevels     in quadtree
+ * \param[in]    pix_ma      input mean accumulator; can be null
+ * \param[in]    dpix_msa    input mean square accumulator; can be null
+ * \param[out]   pfpixa_v    [optional] variance values in quadtree
+ * \param[out]   pfpixa_rv   [optional] root variance values in quadtree
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned fpixav and fpixarv have %nlevels of fpix,
+ *          each containing at the respective levels the variance
+ *          and root variance values.
+ * 

+ */
+l_ok
+pixQuadtreeVariance(PIX     *pixs,
+                    l_int32  nlevels,
+                    PIX     *pix_ma,
+                    DPIX    *dpix_msa,
+                    FPIXA  **pfpixa_v,
+                    FPIXA  **pfpixa_rv)
+{
+l_int32    i, j, w, h, size, n;
+l_float32  var, rvar;
+BOX       *box;
+BOXA      *boxa;
+BOXAA     *baa;
+FPIX      *fpixv, *fpixrv;
+PIX       *pix_mac;  /* copy of mean accumulator */
+DPIX      *dpix_msac;  /* msa clone */
+
+    PROCNAME("pixQuadtreeVariance");
+
+    if (!pfpixa_v && !pfpixa_rv)
+        return ERROR_INT("neither &fpixav nor &fpixarv defined", procName, 1);
+    if (pfpixa_v) *pfpixa_v = NULL;
+    if (pfpixa_rv) *pfpixa_rv = NULL;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (nlevels > quadtreeMaxLevels(w, h))
+        return ERROR_INT("nlevels too large for image", procName, 1);
+
+    if (!pix_ma)
+        pix_mac = pixBlockconvAccum(pixs);
+    else
+        pix_mac = pixClone(pix_ma);
+    if (!pix_mac)
+        return ERROR_INT("pix_mac not made", procName, 1);
+    if (!dpix_msa)
+        dpix_msac = pixMeanSquareAccum(pixs);
+    else
+        dpix_msac = dpixClone(dpix_msa);
+    if (!dpix_msac) {
+        pixDestroy(&pix_mac);
+        return ERROR_INT("dpix_msac not made", procName, 1);
+    }
+
+    if ((baa = boxaaQuadtreeRegions(w, h, nlevels)) == NULL) {
+        pixDestroy(&pix_mac);
+        dpixDestroy(&dpix_msac);
+        return ERROR_INT("baa not made", procName, 1);
+    }
+
+    if (pfpixa_v) *pfpixa_v = fpixaCreate(nlevels);
+    if (pfpixa_rv) *pfpixa_rv = fpixaCreate(nlevels);
+    for (i = 0; i < nlevels; i++) {
+        boxa = boxaaGetBoxa(baa, i, L_CLONE);
+        size = 1 << i;
+        n = boxaGetCount(boxa);  /* n == size * size */
+        if (pfpixa_v) fpixv = fpixCreate(size, size);
+        if (pfpixa_rv) fpixrv = fpixCreate(size, size);
+        for (j = 0; j < n; j++) {
+            box = boxaGetBox(boxa, j, L_CLONE);
+            pixVarianceInRectangle(pixs, box, pix_mac, dpix_msac, &var, &rvar);
+            if (pfpixa_v) fpixSetPixel(fpixv, j % size, j / size, var);
+            if (pfpixa_rv) fpixSetPixel(fpixrv, j % size, j / size, rvar);
+            boxDestroy(&box);
+        }
+        if (pfpixa_v) fpixaAddFPix(*pfpixa_v, fpixv, L_INSERT);
+        if (pfpixa_rv) fpixaAddFPix(*pfpixa_rv, fpixrv, L_INSERT);
+        boxaDestroy(&boxa);
+    }
+
+    pixDestroy(&pix_mac);
+    dpixDestroy(&dpix_msac);
+    boxaaDestroy(&baa);
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                  Statistics in an arbitrary rectangle                *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixMeanInRectangle()
+ *
+ * \param[in]    pixs     8 bpp
+ * \param[in]    box      region to compute mean value
+ * \param[in]    pixma    mean accumulator
+ * \param[out]   pval     mean value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function is intended to be used for many rectangles
+ *          on the same image.  It can find the mean within a
+ *          rectangle in O(1), independent of the size of the rectangle.
+ * 

+ */
+l_ok
+pixMeanInRectangle(PIX        *pixs,
+                   BOX        *box,
+                   PIX        *pixma,
+                   l_float32  *pval)
+{
+l_int32    w, h, bx, by, bw, bh;
+l_uint32   val00, val01, val10, val11;
+l_float32  norm;
+BOX       *boxc;
+
+    PROCNAME("pixMeanInRectangle");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0.0;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    if (!pixma)
+        return ERROR_INT("pixma not defined", procName, 1);
+
+        /* Clip rectangle to image */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    boxc = boxClipToRectangle(box, w, h);
+    boxGetGeometry(boxc, &bx, &by, &bw, &bh);
+    boxDestroy(&boxc);
+
+    if (bw == 0 || bh == 0)
+        return ERROR_INT("no pixels in box", procName, 1);
+
+        /* Use up to 4 points in the accumulator */
+    norm = 1.0 / ((l_float32)(bw) * bh);
+    if (bx > 0 && by > 0) {
+        pixGetPixel(pixma, bx + bw - 1, by + bh - 1, &val11);
+        pixGetPixel(pixma, bx + bw - 1, by - 1, &val10);
+        pixGetPixel(pixma, bx - 1, by + bh - 1, &val01);
+        pixGetPixel(pixma, bx - 1, by - 1, &val00);
+        *pval = norm * (val11 - val01 + val00 - val10);
+    } else if (by > 0) {  /* bx == 0 */
+        pixGetPixel(pixma, bw - 1, by + bh - 1, &val11);
+        pixGetPixel(pixma, bw - 1, by - 1, &val10);
+        *pval = norm * (val11 - val10);
+    } else if (bx > 0) {  /* by == 0 */
+        pixGetPixel(pixma, bx + bw - 1, bh - 1, &val11);
+        pixGetPixel(pixma, bx - 1, bh - 1, &val01);
+        *pval = norm * (val11 - val01);
+    } else {  /* bx == 0 && by == 0 */
+        pixGetPixel(pixma, bw - 1, bh - 1, &val11);
+        *pval = norm * val11;
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixVarianceInRectangle()
+ *
+ * \param[in]    pixs        8 bpp
+ * \param[in]    box         region to compute variance and/or root variance
+ * \param[in]    pix_ma      mean accumulator
+ * \param[in]    dpix_msa    mean square accumulator
+ * \param[out]   pvar        [optional] variance
+ * \param[out]   prvar       [optional] root variance
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function is intended to be used for many rectangles
+ *          on the same image.  It can find the variance and/or the
+ *          square root of the variance within a rectangle in O(1),
+ *          independent of the size of the rectangle.
+ * 

+ */
+l_ok
+pixVarianceInRectangle(PIX        *pixs,
+                       BOX        *box,
+                       PIX        *pix_ma,
+                       DPIX       *dpix_msa,
+                       l_float32  *pvar,
+                       l_float32  *prvar)
+{
+l_int32    w, h, bx, by, bw, bh;
+l_uint32   val00, val01, val10, val11;
+l_float64  dval00, dval01, dval10, dval11, mval, msval, var, norm;
+BOX       *boxc;
+
+    PROCNAME("pixVarianceInRectangle");
+
+    if (!pvar && !prvar)
+        return ERROR_INT("neither &var nor &rvar defined", procName, 1);
+    if (pvar) *pvar = 0.0;
+    if (prvar) *prvar = 0.0;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!box)
+        return ERROR_INT("box not defined", procName, 1);
+    if (!pix_ma)
+        return ERROR_INT("pix_ma not defined", procName, 1);
+    if (!dpix_msa)
+        return ERROR_INT("dpix_msa not defined", procName, 1);
+
+        /* Clip rectangle to image */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    boxc = boxClipToRectangle(box, w, h);
+    boxGetGeometry(boxc, &bx, &by, &bw, &bh);
+    boxDestroy(&boxc);
+
+    if (bw == 0 || bh == 0)
+        return ERROR_INT("no pixels in box", procName, 1);
+
+        /* Use up to 4 points in the accumulators */
+    norm = 1.0 / ((l_float32)(bw) * bh);
+    if (bx > 0 && by > 0) {
+        pixGetPixel(pix_ma, bx + bw - 1, by + bh - 1, &val11);
+        pixGetPixel(pix_ma, bx + bw - 1, by - 1, &val10);
+        pixGetPixel(pix_ma, bx - 1, by + bh - 1, &val01);
+        pixGetPixel(pix_ma, bx - 1, by - 1, &val00);
+        dpixGetPixel(dpix_msa, bx + bw - 1, by + bh - 1, &dval11);
+        dpixGetPixel(dpix_msa, bx + bw - 1, by - 1, &dval10);
+        dpixGetPixel(dpix_msa, bx - 1, by + bh - 1, &dval01);
+        dpixGetPixel(dpix_msa, bx - 1, by - 1, &dval00);
+        mval = norm * (val11 - val01 + val00 - val10);
+        msval = norm * (dval11 - dval01 + dval00 - dval10);
+        var = (msval - mval * mval);
+        if (pvar) *pvar = (l_float32)var;
+        if (prvar) *prvar = (l_float32)(sqrt(var));
+    } else if (by > 0) {  /* bx == 0 */
+        pixGetPixel(pix_ma, bw - 1, by + bh - 1, &val11);
+        pixGetPixel(pix_ma, bw - 1, by - 1, &val10);
+        dpixGetPixel(dpix_msa, bw - 1, by + bh - 1, &dval11);
+        dpixGetPixel(dpix_msa, bw - 1, by - 1, &dval10);
+        mval = norm * (val11 - val10);
+        msval = norm * (dval11 - dval10);
+        var = (msval - mval * mval);
+        if (pvar) *pvar = (l_float32)var;
+        if (prvar) *prvar = (l_float32)(sqrt(var));
+    } else if (bx > 0) {  /* by == 0 */
+        pixGetPixel(pix_ma, bx + bw - 1, bh - 1, &val11);
+        pixGetPixel(pix_ma, bx - 1, bh - 1, &val01);
+        dpixGetPixel(dpix_msa, bx + bw - 1, bh - 1, &dval11);
+        dpixGetPixel(dpix_msa, bx - 1, bh - 1, &dval01);
+        mval = norm * (val11 - val01);
+        msval = norm * (dval11 - dval01);
+        var = (msval - mval * mval);
+        if (pvar) *pvar = (l_float32)var;
+        if (prvar) *prvar = (l_float32)(sqrt(var));
+    } else {  /* bx == 0 && by == 0 */
+        pixGetPixel(pix_ma, bw - 1, bh - 1, &val11);
+        dpixGetPixel(dpix_msa, bw - 1, bh - 1, &dval11);
+        mval = norm * val11;
+        msval = norm * dval11;
+        var = (msval - mval * mval);
+        if (pvar) *pvar = (l_float32)var;
+        if (prvar) *prvar = (l_float32)(sqrt(var));
+    }
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                            Quadtree regions                          *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   boxaaQuadtreeRegions()
+ *
+ * \param[in]    w, h     size of pix that is being quadtree-ized
+ * \param[in]    nlevels  number of levels in quadtree
+ * \return  baa for quadtree regions at each level, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned boxaa has %nlevels of boxa, each containing
+ *          the set of rectangles at that level.  The rectangle at
+ *          level 0 is the entire region; at level 1 the region is
+ *          divided into 4 rectangles, and at level n there are n^4
+ *          rectangles.
+ *      (2) At each level, the rectangles in the boxa are in "raster"
+ *          order, with LR (fast scan) and TB (slow scan).
+ * 

+ */
+BOXAA *
+boxaaQuadtreeRegions(l_int32  w,
+                     l_int32  h,
+                     l_int32  nlevels)
+{
+l_int32   i, j, k, maxpts, nside, nbox, bw, bh;
+l_int32  *xstart, *xend, *ystart, *yend;
+BOX      *box;
+BOXA     *boxa;
+BOXAA    *baa;
+
+    PROCNAME("boxaaQuadtreeRegions");
+
+    if (nlevels < 1)
+        return (BOXAA *)ERROR_PTR("nlevels must be >= 1", procName, NULL);
+    if (w < (1 << (nlevels - 1)))
+        return (BOXAA *)ERROR_PTR("w doesn't support nlevels", procName, NULL);
+    if (h < (1 << (nlevels - 1)))
+        return (BOXAA *)ERROR_PTR("h doesn't support nlevels", procName, NULL);
+
+    baa = boxaaCreate(nlevels);
+    maxpts = 1 << (nlevels - 1);
+    xstart = (l_int32 *)LEPT_CALLOC(maxpts, sizeof(l_int32));
+    xend = (l_int32 *)LEPT_CALLOC(maxpts, sizeof(l_int32));
+    ystart = (l_int32 *)LEPT_CALLOC(maxpts, sizeof(l_int32));
+    yend = (l_int32 *)LEPT_CALLOC(maxpts, sizeof(l_int32));
+    for (k = 0; k < nlevels; k++) {
+        nside = 1 << k;  /* number of boxes in each direction */
+        for (i = 0; i < nside; i++) {
+            xstart[i] = (w - 1) * i / nside;
+            if (i > 0) xstart[i]++;
+            xend[i] = (w - 1) * (i + 1) / nside;
+            ystart[i] = (h - 1) * i / nside;
+            if (i > 0) ystart[i]++;
+            yend[i] = (h - 1) * (i + 1) / nside;
+#if DEBUG_BOXES
+            fprintf(stderr,
+               "k = %d, xs[%d] = %d, xe[%d] = %d, ys[%d] = %d, ye[%d] = %d\n",
+                    k, i, xstart[i], i, xend[i], i, ystart[i], i, yend[i]);
+#endif  /* DEBUG_BOXES */
+        }
+        nbox = 1 << (2 * k);
+        boxa = boxaCreate(nbox);
+        for (i = 0; i < nside; i++) {
+            bh = yend[i] - ystart[i] + 1;
+            for (j = 0; j < nside; j++) {
+                bw = xend[j] - xstart[j] + 1;
+                box = boxCreate(xstart[j], ystart[i], bw, bh);
+                boxaAddBox(boxa, box, L_INSERT);
+            }
+        }
+        boxaaAddBoxa(baa, boxa, L_INSERT);
+    }
+
+    LEPT_FREE(xstart);
+    LEPT_FREE(xend);
+    LEPT_FREE(ystart);
+    LEPT_FREE(yend);
+    return baa;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                            Quadtree access                           *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   quadtreeGetParent()
+ *
+ * \param[in]    fpixa      mean, variance or root variance
+ * \param[in]    level,     x, y of current pixel
+ * \param[out]   pval       parent pixel value, or 0.0 on error
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Check return value for error.  On error, val is returned as 0.0.
+ *      (2) The parent is located at:
+ *             level - 1
+ *             (x/2, y/2)
+ * 

+ */
+l_ok
+quadtreeGetParent(FPIXA      *fpixa,
+                  l_int32     level,
+                  l_int32     x,
+                  l_int32     y,
+                  l_float32  *pval)
+{
+l_int32  n;
+
+    PROCNAME("quadtreeGetParent");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0.0;
+    if (!fpixa)
+        return ERROR_INT("fpixa not defined", procName, 1);
+    n = fpixaGetCount(fpixa);
+    if (level < 1 || level >= n)
+        return ERROR_INT("invalid level", procName, 1);
+
+    if (fpixaGetPixel(fpixa, level - 1, x / 2, y / 2, pval) != 0)
+        return ERROR_INT("invalid coordinates", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   quadtreeGetChildren()
+ *
+ * \param[in]    fpixa            mean, variance or root variance
+ * \param[in]    level,           x, y of current pixel
+ * \param[out]   pval00, pval01,
+ *               pval10, pval11   four child pixel values
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Check return value for error.  On error, all return vals are 0.0.
+ *      (2) The returned child pixels are located at:
+ *             level + 1
+ *             (2x, 2y), (2x+1, 2y), (2x, 2y+1), (2x+1, 2y+1)
+ * 

+ */
+l_ok
+quadtreeGetChildren(FPIXA      *fpixa,
+                    l_int32     level,
+                    l_int32     x,
+                    l_int32     y,
+                    l_float32  *pval00,
+                    l_float32  *pval10,
+                    l_float32  *pval01,
+                    l_float32  *pval11)
+{
+l_int32  n;
+
+    PROCNAME("quadtreeGetChildren");
+
+    if (!pval00 || !pval01 || !pval10 || !pval11)
+        return ERROR_INT("&val* not all defined", procName, 1);
+    *pval00 = *pval10 = *pval01 = *pval11 = 0.0;
+    if (!fpixa)
+        return ERROR_INT("fpixa not defined", procName, 1);
+    n = fpixaGetCount(fpixa);
+    if (level < 0 || level >= n - 1)
+        return ERROR_INT("invalid level", procName, 1);
+
+    if (fpixaGetPixel(fpixa, level + 1, 2 * x, 2 * y, pval00) != 0)
+        return ERROR_INT("invalid coordinates", procName, 1);
+    fpixaGetPixel(fpixa, level + 1, 2 * x + 1, 2 * y, pval10);
+    fpixaGetPixel(fpixa, level + 1, 2 * x, 2 * y + 1, pval01);
+    fpixaGetPixel(fpixa, level + 1, 2 * x + 1, 2 * y + 1, pval11);
+    return 0;
+}
+
+
+/*!
+ * \brief   quadtreeMaxLevels()
+ *
+ * \param[in]    w, h    dimensions of image
+ * \return  maxlevels  maximum number of levels allowed, or -1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The criterion for maxlevels is that the subdivision not
+ *          go down below the single pixel level.  The 1.5 factor
+ *          is intended to keep any rectangle from accidentally
+ *          having zero dimension due to integer truncation.
+ * 

+ */
+l_int32
+quadtreeMaxLevels(l_int32  w,
+                  l_int32  h)
+{
+l_int32  i, minside;
+
+    minside = L_MIN(w, h);
+    for (i = 0; i < 20; i++) {  /* 2^10 = one million */
+        if (minside < (1.5 * (1 << i)))
+            return i - 1;
+    }
+
+    return -1;  /* fail if the image has over a trillion pixels! */
+}
+
+
+/*----------------------------------------------------------------------*
+ *                            Display quadtree                          *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   fpixaDisplayQuadtree()
+ *
+ * \param[in]    fpixa     mean, variance or root variance
+ * \param[in]    factor    replication factor at lowest level
+ * \param[in]    fontsize  4, ... 20
+ * \return  pixd 8 bpp, mosaic of quadtree images, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The mean and root variance fall naturally in the 8 bpp range,
+ *          but the variance is typically outside the range.  This
+ *          function displays 8 bpp pix clipped to 255, so the image
+ *          pixels will mostly be 255 (white).
+ * 

+ */
+PIX *
+fpixaDisplayQuadtree(FPIXA   *fpixa,
+                     l_int32  factor,
+                     l_int32  fontsize)
+{
+char       buf[256];
+l_int32    nlevels, i, mag, w;
+L_BMF     *bmf;
+FPIX      *fpix;
+PIX       *pixt1, *pixt2, *pixt3, *pixt4, *pixd;
+PIXA      *pixat;
+
+    PROCNAME("fpixaDisplayQuadtree");
+
+    if (!fpixa)
+        return (PIX *)ERROR_PTR("fpixa not defined", procName, NULL);
+
+    if ((nlevels = fpixaGetCount(fpixa)) == 0)
+        return (PIX *)ERROR_PTR("pixas empty", procName, NULL);
+
+    if ((bmf = bmfCreate(NULL, fontsize)) == NULL)
+        L_ERROR("bmf not made; text will not be added", procName);
+    pixat = pixaCreate(nlevels);
+    for (i = 0; i < nlevels; i++) {
+        fpix = fpixaGetFPix(fpixa, i, L_CLONE);
+        pixt1 = fpixConvertToPix(fpix, 8, L_CLIP_TO_ZERO, 0);
+        mag = factor * (1 << (nlevels - i - 1));
+        pixt2 = pixExpandReplicate(pixt1, mag);
+        pixt3 = pixConvertTo32(pixt2);
+        snprintf(buf, sizeof(buf), "Level %d\n", i);
+        pixt4 = pixAddSingleTextblock(pixt3, bmf, buf, 0xff000000,
+                                      L_ADD_BELOW, NULL);
+        pixaAddPix(pixat, pixt4, L_INSERT);
+        fpixDestroy(&fpix);
+        pixDestroy(&pixt1);
+        pixDestroy(&pixt2);
+        pixDestroy(&pixt3);
+    }
+    w = pixGetWidth(pixt4);
+    pixd = pixaDisplayTiledInRows(pixat, 32, nlevels * (w + 80), 1.0, 0, 30, 2);
+
+    pixaDestroy(&pixat);
+    bmfDestroy(&bmf);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/queue.c b/3rdparty/hgOCR/leptonica/queue.c
new file mode 100644
index 00000000..568e68eb
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/queue.c
@@ -0,0 +1,323 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  queue.c
+ * 
+ *
+ *      Create/Destroy L_Queue
+ *          L_QUEUE        *lqueueCreate()
+ *          void           *lqueueDestroy()
+ *
+ *      Operations to add/remove to/from a L_Queue
+ *          l_int32         lqueueAdd()
+ *          static l_int32  lqueueExtendArray()
+ *          void           *lqueueRemove()
+ *
+ *      Accessors
+ *          l_int32         lqueueGetCount()
+ *
+ *      Debug output
+ *          l_int32         lqueuePrint()
+ *
+ *    The lqueue is a fifo that implements a queue of void* pointers.
+ *    It can be used to hold a queue of any type of struct.
+ *    Internally, it maintains two counters:
+ *        nhead:  location of head (in ptrs) from the beginning
+ *                of the buffer
+ *        nelem:  number of ptr elements stored in the queue
+ *    As items are added to the queue, nelem increases.
+ *    As items are removed, nhead increases and nelem decreases.
+ *    Any time the tail reaches the end of the allocated buffer,
+ *      all the pointers are shifted to the left, so that the head
+ *      is at the beginning of the array.
+ *    If the buffer becomes more than 3/4 full, it doubles in size.
+ *
+ *    [A circular queue would allow us to skip the shifting and
+ *    to resize only when the buffer is full.  For most applications,
+ *    the extra work we do for a linear queue is not significant.]
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static const l_int32  MIN_BUFFER_SIZE = 20;             /* n'importe quoi */
+static const l_int32  INITIAL_BUFFER_ARRAYSIZE = 1024;  /* n'importe quoi */
+
+    /* Static function */
+static l_int32 lqueueExtendArray(L_QUEUE *lq);
+
+
+/*--------------------------------------------------------------------------*
+ *                         L_Queue create/destroy                           *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   lqueueCreate()
+ *
+ * \param[in]    nalloc     size of ptr array to be alloc'd; 0 for default
+ * \return  lqueue, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Allocates a ptr array of given size, and initializes counters.
+ * 

+ */
+L_QUEUE *
+lqueueCreate(l_int32  nalloc)
+{
+L_QUEUE  *lq;
+
+    PROCNAME("lqueueCreate");
+
+    if (nalloc < MIN_BUFFER_SIZE)
+        nalloc = INITIAL_BUFFER_ARRAYSIZE;
+
+    lq = (L_QUEUE *)LEPT_CALLOC(1, sizeof(L_QUEUE));
+    if ((lq->array = (void **)LEPT_CALLOC(nalloc, sizeof(void *))) == NULL) {
+        lqueueDestroy(&lq, 0);
+        return (L_QUEUE *)ERROR_PTR("ptr array not made", procName, NULL);
+    }
+    lq->nalloc = nalloc;
+    lq->nhead = lq->nelem = 0;
+    return lq;
+}
+
+
+/*!
+ * \brief   lqueueDestroy()
+ *
+ * \param[in,out]   plq       will be set to null before returning
+ * \param[in]       freeflag  TRUE to free each remaining struct in the array
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) If freeflag is TRUE, frees each struct in the array.
+ *      (2) If freeflag is FALSE but there are elements on the array,
+ *          gives a warning and destroys the array.  This will
+ *          cause a memory leak of all the items that were on the queue.
+ *          So if the items require their own destroy function, they
+ *          must be destroyed before the queue.  The same applies to the
+ *          auxiliary stack, if it is used.
+ *      (3) To destroy the L_Queue, we destroy the ptr array, then
+ *          the lqueue, and then null the contents of the input ptr.
+ * 

+ */
+void
+lqueueDestroy(L_QUEUE  **plq,
+              l_int32    freeflag)
+{
+void     *item;
+L_QUEUE  *lq;
+
+    PROCNAME("lqueueDestroy");
+
+    if (plq == NULL) {
+        L_WARNING("ptr address is NULL\n", procName);
+        return;
+    }
+    if ((lq = *plq) == NULL)
+        return;
+
+    if (freeflag) {
+        while(lq->nelem > 0) {
+            item = lqueueRemove(lq);
+            LEPT_FREE(item);
+        }
+    } else if (lq->nelem > 0) {
+        L_WARNING("memory leak of %d items in lqueue!\n", procName, lq->nelem);
+    }
+
+    if (lq->array)
+        LEPT_FREE(lq->array);
+    if (lq->stack)
+        lstackDestroy(&lq->stack, freeflag);
+    LEPT_FREE(lq);
+    *plq = NULL;
+
+    return;
+}
+
+
+/*--------------------------------------------------------------------------*
+ *                                  Accessors                               *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   lqueueAdd()
+ *
+ * \param[in]    lq     lqueue
+ * \param[in]    item   to be added to the tail of the queue
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The algorithm is as follows.  If the queue is populated
+ *          to the end of the allocated array, shift all ptrs toward
+ *          the beginning of the array, so that the head of the queue
+ *          is at the beginning of the array.  Then, if the array is
+ *          more than 0.75 full, realloc with double the array size.
+ *          Finally, add the item to the tail of the queue.
+ * 

+ */
+l_ok
+lqueueAdd(L_QUEUE  *lq,
+          void     *item)
+{
+    PROCNAME("lqueueAdd");
+
+    if (!lq)
+        return ERROR_INT("lq not defined", procName, 1);
+    if (!item)
+        return ERROR_INT("item not defined", procName, 1);
+
+        /* If filled to the end and the ptrs can be shifted to the left,
+         * shift them. */
+    if ((lq->nhead + lq->nelem >= lq->nalloc) && (lq->nhead != 0)) {
+        memmove(lq->array, lq->array + lq->nhead, sizeof(void *) * lq->nelem);
+        lq->nhead = 0;
+    }
+
+        /* If necessary, expand the allocated array by a factor of 2 */
+    if (lq->nelem > 0.75 * lq->nalloc)
+        lqueueExtendArray(lq);
+
+        /* Now add the item */
+    lq->array[lq->nhead + lq->nelem] = (void *)item;
+    lq->nelem++;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   lqueueExtendArray()
+ *
+ * \param[in]    lq    lqueue
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+lqueueExtendArray(L_QUEUE  *lq)
+{
+    PROCNAME("lqueueExtendArray");
+
+    if (!lq)
+        return ERROR_INT("lq not defined", procName, 1);
+
+    if ((lq->array = (void **)reallocNew((void **)&lq->array,
+                                sizeof(void *) * lq->nalloc,
+                                2 * sizeof(void *) * lq->nalloc)) == NULL)
+        return ERROR_INT("new ptr array not returned", procName, 1);
+
+    lq->nalloc = 2 * lq->nalloc;
+    return 0;
+}
+
+
+/*!
+ * \brief   lqueueRemove()
+ *
+ * \param[in]    lq   lqueue
+ * \return  ptr to item popped from the head of the queue,
+ *              or NULL if the queue is empty or on error
+ *
+ * 
+ * Notes:
+ *      (1) If this is the last item on the queue, so that the queue
+ *          becomes empty, nhead is reset to the beginning of the array.
+ * 

+ */
+void *
+lqueueRemove(L_QUEUE  *lq)
+{
+void  *item;
+
+    PROCNAME("lqueueRemove");
+
+    if (!lq)
+        return (void *)ERROR_PTR("lq not defined", procName, NULL);
+
+    if (lq->nelem == 0)
+        return NULL;
+    item = lq->array[lq->nhead];
+    lq->array[lq->nhead] = NULL;
+    if (lq->nelem == 1)
+        lq->nhead = 0;  /* reset head ptr */
+    else
+        (lq->nhead)++;  /* can't go off end of array because nelem > 1 */
+    lq->nelem--;
+    return item;
+}
+
+
+/*!
+ * \brief   lqueueGetCount()
+ *
+ * \param[in]    lq   lqueue
+ * \return  count, or 0 on error
+ */
+l_int32
+lqueueGetCount(L_QUEUE  *lq)
+{
+    PROCNAME("lqueueGetCount");
+
+    if (!lq)
+        return ERROR_INT("lq not defined", procName, 0);
+
+    return lq->nelem;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Debug output                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   lqueuePrint()
+ *
+ * \param[in]    fp   file stream
+ * \param[in]    lq   lqueue
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+lqueuePrint(FILE     *fp,
+            L_QUEUE  *lq)
+{
+l_int32  i;
+
+    PROCNAME("lqueuePrint");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!lq)
+        return ERROR_INT("lq not defined", procName, 1);
+
+    fprintf(fp, "\n L_Queue: nalloc = %d, nhead = %d, nelem = %d, array = %p\n",
+            lq->nalloc, lq->nhead, lq->nelem, lq->array);
+    for (i = lq->nhead; i < lq->nhead + lq->nelem; i++)
+    fprintf(fp,   "array[%d] = %p\n", i, lq->array[i]);
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/queue.h b/3rdparty/hgOCR/leptonica/queue.h
new file mode 100644
index 00000000..fd380e83
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/queue.h
@@ -0,0 +1,77 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_QUEUE_H
+#define  LEPTONICA_QUEUE_H
+
+/*!
+ * \file queue.h
+ *
+ * 
+ *      Expandable pointer queue for arbitrary void* data.
+ *
+ *      The L_Queue is a fifo that implements a queue of void* pointers.
+ *      It can be used to hold a queue of any type of struct.
+ *
+ *      Internally, it maintains two counters:
+ *          nhead:  location of head (in ptrs) from the beginning
+ *                  of the array.
+ *          nelem:  number of ptr elements stored in the queue.
+ *
+ *      The element at the head of the queue, which is the next to
+ *      be removed, is array[nhead].  The location at the tail of the
+ *      queue to which the next element will be added is
+ *      array[nhead + nelem].
+ *
+ *      As items are added to the queue, nelem increases.
+ *      As items are removed, nhead increases and nelem decreases.
+ *      Any time the tail reaches the end of the allocated array,
+ *      all the pointers are shifted to the left, so that the head
+ *      is at the beginning of the array.
+ *      If the array becomes more than 3/4 full, it doubles in size.
+ *
+ *      The auxiliary stack can be used in a wrapper for re-using
+ *      items popped from the queue.  It is not made by default.
+ *
+ *      For further implementation details, see queue.c.
+ * 

+ */
+
+/*! Expandable pointer queue for arbitrary void* data */
+struct L_Queue
+{
+    l_int32          nalloc;   /*!< size of allocated ptr array            */
+    l_int32          nhead;    /*!< location of head (in ptrs) from the    */
+                               /*!< beginning of the array                 */
+    l_int32          nelem;    /*!< number of elements stored in the queue */
+    void           **array;    /*!< ptr array                              */
+    struct L_Stack  *stack;    /*!< auxiliary stack                        */
+
+};
+typedef struct L_Queue L_QUEUE;
+
+
+#endif  /* LEPTONICA_QUEUE_H */
diff --git a/3rdparty/hgOCR/leptonica/rank.c b/3rdparty/hgOCR/leptonica/rank.c
new file mode 100644
index 00000000..90722a4d
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rank.c
@@ -0,0 +1,540 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file rank.c
+ * 
+ *
+ *      Rank filter (gray and rgb)
+ *          PIX      *pixRankFilter()
+ *          PIX      *pixRankFilterRGB()
+ *          PIX      *pixRankFilterGray()
+ *
+ *      Median filter
+ *          PIX      *pixMedianFilter()
+ *
+ *      Rank filter (accelerated with downscaling)
+ *          PIX      *pixRankFilterWithScaling()
+ *
+ *  What is a brick rank filter?
+ *
+ *    A brick rank order filter evaluates, for every pixel in the image,
+ *    a rectangular set of n = wf x hf pixels in its neighborhood (where the
+ *    pixel in question is at the "center" of the rectangle and is
+ *    included in the evaluation).  It determines the value of the
+ *    neighboring pixel that is the r-th smallest in the set,
+ *    where r is some integer between 1 and n.  The input rank parameter
+ *    is a fraction between 0.0 and 1.0, where 0.0 represents the
+ *    smallest value (r = 1) and 1.0 represents the largest value (r = n).
+ *    A median filter is a rank filter where rank = 0.5.
+ *
+ *    It is important to note that grayscale erosion is equivalent
+ *    to rank = 0.0, and grayscale dilation is equivalent to rank = 1.0.
+ *    These are much easier to calculate than the general rank value,
+ *    thanks to the van Herk/Gil-Werman algorithm:
+ *       http://www.leptonica.com/grayscale-morphology.html
+ *    so you should use pixErodeGray() and pixDilateGray() for
+ *    rank 0.0 and 1.0, rsp.  See notes below in the function header.
+ *
+ *  How is a rank filter implemented efficiently on an image?
+ *
+ *    Sorting will not work.
+ *
+ *      * The best sort algorithms are O(n*logn), where n is the number
+ *        of values to be sorted (the area of the filter).  For large
+ *        filters this is an impractically large number.
+ *
+ *      * Selection of the rank value is O(n).  (To understand why it's not
+ *        O(n*logn), see Numerical Recipes in C, 2nd edition, 1992,  p. 355ff).
+ *        This also still far too much computation for large filters.
+ *
+ *      * Suppose we get clever.  We really only need to do an incremental
+ *        selection or sorting, because, for example, moving the filter
+ *        down by one pixel causes one filter width of pixels to be added
+ *        and another to be removed.  Can we do this incrementally in
+ *        an efficient way?  Unfortunately, no.  The sorted values will be
+ *        in an array.  Even if the filter width is 1, we can expect to
+ *        have to move O(n) pixels, because insertion and deletion can happen
+ *        anywhere in the array.  By comparison, heapsort is excellent for
+ *        incremental sorting, where the cost for insertion or deletion
+ *        is O(logn), because the array itself doesn't need to
+ *        be sorted into strictly increasing order.  However, heapsort
+ *        only gives the max (or min) value, not the general rank value.
+ *
+ *    This leaves histograms.
+ *
+ *      * Represented as an array.  The problem with an array of 256
+ *        bins is that, in general, a significant fraction of the
+ *        entire histogram must be summed to find the rank value bin.
+ *        Suppose the filter size is 5x5.  You spend most of your time
+ *        adding zeroes.  Ouch!
+ *
+ *      * Represented as a linked list.  This would overcome the
+ *        summing-over-empty-bin problem, but you lose random access
+ *        for insertions and deletions.  No way.
+ *
+ *      * Two histogram solution.  Maintain two histograms with
+ *        bin sizes of 1 and 16.  Proceed from coarse to fine.
+ *        First locate the coarse bin for the given rank, of which
+ *        there are only 16.  Then, in the 256 entry (fine) histogram,
+ *        you need look at a maximum of 16 bins.  For each output
+ *        pixel, the average number of bins summed over, both in the
+ *        coarse and fine histograms, is thus 16.
+ *
+ *  If someone has a better method, please let me know!
+ *
+ *  The rank filtering operation is relatively expensive, compared to most
+ *  of the other imaging operations.  The speed is only weakly dependent
+ *  on the size of the rank filter.  On standard hardware, it runs at
+ *  about 10 Mpix/sec for a 50 x 50 filter, and 25 Mpix/sec for
+ *  a 5 x 5 filter.   For applications where the rank filter can be
+ *  performed on a downscaled image, significant speedup can be
+ *  achieved because the time goes as the square of the scaling factor.
+ *  We provide an interface that handles the details, and only
+ *  requires the amount of downscaling to be input.
+ * 

+ */
+
+#include "allheaders.h"
+
+/*----------------------------------------------------------------------*
+ *                           Rank order filter                          *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixRankFilter()
+ *
+ * \param[in]    pixs     8 or 32 bpp; no colormap
+ * \param[in]    wf, hf   width and height of filter; each is >= 1
+ * \param[in]    rank     in [0.0 ... 1.0]
+ * \return  pixd of rank values, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This defines, for each pixel in pixs, a neighborhood of
+ *          pixels given by a rectangle "centered" on the pixel.
+ *          This set of wf*hf pixels has a distribution of values.
+ *          For each component, if the values are sorted in increasing
+ *          order, we choose the component such that rank*(wf*hf-1)
+ *          pixels have a lower or equal value and
+ *          (1-rank)*(wf*hf-1) pixels have an equal or greater value.
+ *      (2) See notes in pixRankFilterGray() for further details.
+ * 

+ */
+PIX  *
+pixRankFilter(PIX       *pixs,
+              l_int32    wf,
+              l_int32    hf,
+              l_float32  rank)
+{
+l_int32  d;
+
+    PROCNAME("pixRankFilter");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs) != NULL)
+        return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL);
+    if (wf < 1 || hf < 1)
+        return (PIX *)ERROR_PTR("wf < 1 || hf < 1", procName, NULL);
+    if (rank < 0.0 || rank > 1.0)
+        return (PIX *)ERROR_PTR("rank must be in [0.0, 1.0]", procName, NULL);
+    if (wf == 1 && hf == 1)   /* no-op */
+        return pixCopy(NULL, pixs);
+
+    if (d == 8)
+        return pixRankFilterGray(pixs, wf, hf, rank);
+    else  /* d == 32 */
+        return pixRankFilterRGB(pixs, wf, hf, rank);
+}
+
+
+/*!
+ * \brief   pixRankFilterRGB()
+ *
+ * \param[in]    pixs     32 bpp
+ * \param[in]    wf, hf   width and height of filter; each is >= 1
+ * \param[in]    rank     in [0.0 ... 1.0]
+ * \return  pixd of rank values, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This defines, for each pixel in pixs, a neighborhood of
+ *          pixels given by a rectangle "centered" on the pixel.
+ *          This set of wf*hf pixels has a distribution of values.
+ *          For each component, if the values are sorted in increasing
+ *          order, we choose the component such that rank*(wf*hf-1)
+ *          pixels have a lower or equal value and
+ *          (1-rank)*(wf*hf-1) pixels have an equal or greater value.
+ *      (2) Apply gray rank filtering to each component independently.
+ *      (3) See notes in pixRankFilterGray() for further details.
+ * 

+ */
+PIX  *
+pixRankFilterRGB(PIX       *pixs,
+                 l_int32    wf,
+                 l_int32    hf,
+                 l_float32  rank)
+{
+PIX  *pixr, *pixg, *pixb, *pixrf, *pixgf, *pixbf, *pixd;
+
+    PROCNAME("pixRankFilterRGB");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (wf < 1 || hf < 1)
+        return (PIX *)ERROR_PTR("wf < 1 || hf < 1", procName, NULL);
+    if (rank < 0.0 || rank > 1.0)
+        return (PIX *)ERROR_PTR("rank must be in [0.0, 1.0]", procName, NULL);
+    if (wf == 1 && hf == 1)   /* no-op */
+        return pixCopy(NULL, pixs);
+
+    pixr = pixGetRGBComponent(pixs, COLOR_RED);
+    pixg = pixGetRGBComponent(pixs, COLOR_GREEN);
+    pixb = pixGetRGBComponent(pixs, COLOR_BLUE);
+
+    pixrf = pixRankFilterGray(pixr, wf, hf, rank);
+    pixgf = pixRankFilterGray(pixg, wf, hf, rank);
+    pixbf = pixRankFilterGray(pixb, wf, hf, rank);
+
+    pixd = pixCreateRGBImage(pixrf, pixgf, pixbf);
+    pixDestroy(&pixr);
+    pixDestroy(&pixg);
+    pixDestroy(&pixb);
+    pixDestroy(&pixrf);
+    pixDestroy(&pixgf);
+    pixDestroy(&pixbf);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRankFilterGray()
+ *
+ * \param[in]    pixs     8 bpp; no colormap
+ * \param[in]    wf, hf   width and height of filter; each is >= 1
+ * \param[in]    rank     in [0.0 ... 1.0]
+ * \return  pixd of rank values, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This defines, for each pixel in pixs, a neighborhood of
+ *          pixels given by a rectangle "centered" on the pixel.
+ *          This set of wf*hf pixels has a distribution of values,
+ *          and if they are sorted in increasing order, we choose
+ *          the pixel such that rank*(wf*hf-1) pixels have a lower
+ *          or equal value and (1-rank)*(wf*hf-1) pixels have an equal
+ *          or greater value.
+ *      (2) By this definition, the rank = 0.0 pixel has the lowest
+ *          value, and the rank = 1.0 pixel has the highest value.
+ *      (3) We add mirrored boundary pixels to avoid boundary effects,
+ *          and put the filter center at (0, 0).
+ *      (4) This dispatches to grayscale erosion or dilation if the
+ *          filter dimensions are odd and the rank is 0.0 or 1.0, rsp.
+ *      (5) Returns a copy if both wf and hf are 1.
+ *      (6) Uses row-major or column-major incremental updates to the
+ *          histograms depending on whether hf > wf or hv <= wf, rsp.
+ * 

+ */
+PIX  *
+pixRankFilterGray(PIX       *pixs,
+                  l_int32    wf,
+                  l_int32    hf,
+                  l_float32  rank)
+{
+l_int32    w, h, d, i, j, k, m, n, rankloc, wplt, wpld, val, sum;
+l_int32   *histo, *histo16;
+l_uint32  *datat, *linet, *datad, *lined;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixRankFilterGray");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs) != NULL)
+        return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+    if (wf < 1 || hf < 1)
+        return (PIX *)ERROR_PTR("wf < 1 || hf < 1", procName, NULL);
+    if (rank < 0.0 || rank > 1.0)
+        return (PIX *)ERROR_PTR("rank must be in [0.0, 1.0]", procName, NULL);
+    if (wf == 1 && hf == 1)   /* no-op */
+        return pixCopy(NULL, pixs);
+
+        /* For rank = 0.0, this is a grayscale erosion, and for rank = 1.0,
+         * a dilation.  Grayscale morphology operations are implemented
+         * for filters of odd dimension, so we dispatch to grayscale
+         * morphology if both wf and hf are odd.  Otherwise, we
+         * slightly adjust the rank (to get the correct behavior) and
+         * use the slower rank filter here. */
+    if (wf % 2 && hf % 2) {
+        if (rank == 0.0)
+            return pixErodeGray(pixs, wf, hf);
+        else if (rank == 1.0)
+            return pixDilateGray(pixs, wf, hf);
+    }
+    if (rank == 0.0) rank = 0.0001;
+    if (rank == 1.0) rank = 0.9999;
+
+        /* Add wf/2 to each side, and hf/2 to top and bottom of the
+         * image, mirroring for accuracy and to avoid special-casing
+         * the boundary. */
+    if ((pixt = pixAddMirroredBorder(pixs, wf / 2, wf / 2, hf / 2, hf / 2))
+        == NULL)
+        return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+
+        /* Set up the two histogram arrays. */
+    histo = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    histo16 = (l_int32 *)LEPT_CALLOC(16, sizeof(l_int32));
+    rankloc = (l_int32)(rank * wf * hf);
+
+        /* Place the filter center at (0, 0).  This is just a
+         * convenient location, because it allows us to perform
+         * the rank filter over x:(0 ... w - 1) and y:(0 ... h - 1). */
+    pixd = pixCreateTemplate(pixs);
+    datat = pixGetData(pixt);
+    wplt = pixGetWpl(pixt);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+        /* If hf > wf, it's more efficient to use row-major scanning.
+         * Otherwise, traverse the image in use column-major order.  */
+    if (hf > wf) {
+        for (j = 0; j < w; j++) {  /* row-major */
+                /* Start each column with clean histogram arrays. */
+            for (n = 0; n < 256; n++)
+                histo[n] = 0;
+            for (n = 0; n < 16; n++)
+                histo16[n] = 0;
+
+            for (i = 0; i < h; i++) {  /* fast scan on columns */
+                    /* Update the histos for the new location */
+                lined = datad + i * wpld;
+                if (i == 0) {  /* do full histo */
+                    for (k = 0; k < hf; k++) {
+                        linet = datat + (i + k) * wplt;
+                        for (m = 0; m < wf; m++) {
+                            val = GET_DATA_BYTE(linet, j + m);
+                            histo[val]++;
+                            histo16[val >> 4]++;
+                        }
+                    }
+                } else {  /* incremental update */
+                    linet = datat + (i - 1) * wplt;
+                    for (m = 0; m < wf; m++) {  /* remove top line */
+                        val = GET_DATA_BYTE(linet, j + m);
+                        histo[val]--;
+                        histo16[val >> 4]--;
+                    }
+                    linet = datat + (i + hf -  1) * wplt;
+                    for (m = 0; m < wf; m++) {  /* add bottom line */
+                        val = GET_DATA_BYTE(linet, j + m);
+                        histo[val]++;
+                        histo16[val >> 4]++;
+                    }
+                }
+
+                    /* Find the rank value */
+                sum = 0;
+                for (n = 0; n < 16; n++) {  /* search over coarse histo */
+                    sum += histo16[n];
+                    if (sum > rankloc) {
+                        sum -= histo16[n];
+                        break;
+                    }
+                }
+                if (n == 16) {  /* avoid accessing out of bounds */
+                    L_WARNING("n = 16; reducing\n", procName);
+                    n = 15;
+                    sum -= histo16[n];
+                }
+                k = 16 * n;  /* starting value in fine histo */
+                for (m = 0; m < 16; m++) {
+                    sum += histo[k];
+                    if (sum > rankloc) {
+                        SET_DATA_BYTE(lined, j, k);
+                        break;
+                    }
+                    k++;
+                }
+            }
+        }
+    } else {  /* wf >= hf */
+        for (i = 0; i < h; i++) {  /* column-major */
+                /* Start each row with clean histogram arrays. */
+            for (n = 0; n < 256; n++)
+                histo[n] = 0;
+            for (n = 0; n < 16; n++)
+                histo16[n] = 0;
+            lined = datad + i * wpld;
+            for (j = 0; j < w; j++) {  /* fast scan on rows */
+                    /* Update the histos for the new location */
+                if (j == 0) {  /* do full histo */
+                    for (k = 0; k < hf; k++) {
+                        linet = datat + (i + k) * wplt;
+                        for (m = 0; m < wf; m++) {
+                            val = GET_DATA_BYTE(linet, j + m);
+                            histo[val]++;
+                            histo16[val >> 4]++;
+                        }
+                    }
+                } else {  /* incremental update at left and right sides */
+                    for (k = 0; k < hf; k++) {
+                        linet = datat + (i + k) * wplt;
+                        val = GET_DATA_BYTE(linet, j - 1);
+                        histo[val]--;
+                        histo16[val >> 4]--;
+                        val = GET_DATA_BYTE(linet, j + wf - 1);
+                        histo[val]++;
+                        histo16[val >> 4]++;
+                    }
+                }
+
+                    /* Find the rank value */
+                sum = 0;
+                for (n = 0; n < 16; n++) {  /* search over coarse histo */
+                    sum += histo16[n];
+                    if (sum > rankloc) {
+                        sum -= histo16[n];
+                        break;
+                    }
+                }
+                if (n == 16) {  /* avoid accessing out of bounds */
+                    L_WARNING("n = 16; reducing\n", procName);
+                    n = 15;
+                    sum -= histo16[n];
+                }
+                k = 16 * n;  /* starting value in fine histo */
+                for (m = 0; m < 16; m++) {
+                    sum += histo[k];
+                    if (sum > rankloc) {
+                        SET_DATA_BYTE(lined, j, k);
+                        break;
+                    }
+                    k++;
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pixt);
+    LEPT_FREE(histo);
+    LEPT_FREE(histo16);
+    return pixd;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                             Median filter                            *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixMedianFilter()
+ *
+ * \param[in]    pixs     8 or 32 bpp; no colormap
+ * \param[in]    wf, hf   width and height of filter; each is >= 1
+ * \return  pixd of median values, or NULL on error
+ */
+PIX  *
+pixMedianFilter(PIX     *pixs,
+                l_int32  wf,
+                l_int32  hf)
+{
+    PROCNAME("pixMedianFilter");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    return pixRankFilter(pixs, wf, hf, 0.5);
+}
+
+
+/*----------------------------------------------------------------------*
+ *                Rank filter (accelerated with downscaling)            *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixRankFilterWithScaling()
+ *
+ * \param[in]    pixs          8 or 32 bpp; no colormap
+ * \param[in]    wf, hf        width and height of filter; each is >= 1
+ * \param[in]    rank          in [0.0 ... 1.0]
+ * \param[in]    scalefactor   scale factor; must be >= 0.2 and <= 0.7
+ * \return  pixd of rank values, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a convenience function that downscales, does
+ *          the rank filtering, and upscales.  Because the down-
+ *          and up-scaling functions are very fast compared to
+ *          rank filtering, the time it takes is reduced from that
+ *          for the simple rank filtering operation by approximately
+ *          the square of the scaling factor.
+ * 

+ */
+PIX  *
+pixRankFilterWithScaling(PIX       *pixs,
+                         l_int32    wf,
+                         l_int32    hf,
+                         l_float32  rank,
+                         l_float32  scalefactor)
+{
+l_int32  w, h, d, wfs, hfs;
+PIX     *pix1, *pix2, *pixd;
+
+    PROCNAME("pixRankFilterWithScaling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetColormap(pixs) != NULL)
+        return (PIX *)ERROR_PTR("pixs has colormap", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL);
+    if (wf < 1 || hf < 1)
+        return (PIX *)ERROR_PTR("wf < 1 || hf < 1", procName, NULL);
+    if (rank < 0.0 || rank > 1.0)
+        return (PIX *)ERROR_PTR("rank must be in [0.0, 1.0]", procName, NULL);
+    if (wf == 1 && hf == 1)   /* no-op */
+        return pixCopy(NULL, pixs);
+    if (scalefactor < 0.2 || scalefactor > 0.7) {
+        L_ERROR("invalid scale factor; no scaling used\n", procName);
+        return pixRankFilter(pixs, wf, hf, rank);
+    }
+
+    pix1 = pixScaleAreaMap(pixs, scalefactor, scalefactor);
+    wfs = L_MAX(1, (l_int32)(scalefactor * wf + 0.5));
+    hfs = L_MAX(1, (l_int32)(scalefactor * hf + 0.5));
+    pix2 = pixRankFilter(pix1, wfs, hfs, rank);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixd = pixScaleToSize(pix2, w, h);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/rbtree.c b/3rdparty/hgOCR/leptonica/rbtree.c
new file mode 100644
index 00000000..6da29246
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rbtree.c
@@ -0,0 +1,899 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*
+ * Modified from the excellent code here:
+ *     http://en.literateprograms.org/Red-black_tree_(C)?oldid=19567
+ * which has been placed in the public domain under the Creative Commons
+ * CC0 1.0 waiver (http://creativecommons.org/publicdomain/zero/1.0/).
+ */
+
+/*!
+ * \file rbtree.c
+ * 
+ *
+ *  Basic functions for using red-black trees.  These are "nearly" balanced
+ *  sorted trees with ordering by key that allows insertion, lookup and
+ *  deletion of key/value pairs in log(n) time.
+ *
+ *  We use red-black trees to implement our version of:
+ *    * a map: a function that maps keys to values (e.g., int64 --> int64).
+ *    * a set: a collection that is sorted by unique keys (without
+ *      associated values)
+ *
+ *  There are 5 invariant properties of RB trees:
+ *  (1) Each node is either red or black.
+ *  (2) The root node is black.
+ *  (3) All leaves are black and contain no data (null).
+ *  (4) Every red node has two children and both are black.  This is
+ *      equivalent to requiring the parent of every red node to be black.
+ *  (5) All paths from any given node to its leaf nodes contain the
+ *      same number of black nodes.
+ *
+ *  Interface to red-black tree
+ *           L_RBTREE       *l_rbtreeCreate()
+ *           RB_TYPE        *l_rbtreeLookup()
+ *           void            l_rbtreeInsert()
+ *           void            l_rbtreeDelete()
+ *           void            l_rbtreeDestroy()
+ *           L_RBTREE_NODE  *l_rbtreeGetFirst()
+ *           L_RBTREE_NODE  *l_rbtreeGetNext()
+ *           L_RBTREE_NODE  *l_rbtreeGetLast()
+ *           L_RBTREE_NODE  *l_rbtreeGetPrev()
+ *           l_int32         l_rbtreeGetCount()
+ *           void            l_rbtreePrint()
+ *
+ *  General comparison function
+ *           static l_int32  compareKeys()
+ * 

+ */
+
+#include "allheaders.h"
+
+    /* The node color enum is only needed in the rbtree implementation */
+enum {
+    L_RED_NODE = 1,
+    L_BLACK_NODE = 2
+};
+
+    /* This makes it simpler to read the code */
+typedef L_RBTREE_NODE node;
+
+    /* Lots of static helper functions */
+static void destroy_helper(node *n);
+static void count_helper(node *n, l_int32 *pcount);
+static void print_tree_helper(FILE *fp, node *n, l_int32 keytype,
+                              l_int32 indent);
+
+static l_int32 compareKeys(l_int32 keytype, RB_TYPE left, RB_TYPE right);
+
+static node *grandparent(node *n);
+static node *sibling(node *n);
+static node *uncle(node *n);
+static l_int32 node_color(node *n);
+static node *new_node(RB_TYPE key, RB_TYPE value, l_int32 node_color,
+                      node *left, node *right);
+static node *lookup_node(L_RBTREE *t, RB_TYPE key);
+static void rotate_left(L_RBTREE *t, node *n);
+static void rotate_right(L_RBTREE *t, node *n);
+static void replace_node(L_RBTREE *t, node *oldn, node *newn);
+static void insert_case1(L_RBTREE *t, node *n);
+static void insert_case2(L_RBTREE *t, node *n);
+static void insert_case3(L_RBTREE *t, node *n);
+static void insert_case4(L_RBTREE *t, node *n);
+static void insert_case5(L_RBTREE *t, node *n);
+static node *maximum_node(node *root);
+static void delete_case1(L_RBTREE *t, node *n);
+static void delete_case2(L_RBTREE *t, node *n);
+static void delete_case3(L_RBTREE *t, node *n);
+static void delete_case4(L_RBTREE *t, node *n);
+static void delete_case5(L_RBTREE *t, node *n);
+static void delete_case6(L_RBTREE *t, node *n);
+static void verify_properties(L_RBTREE *t);
+
+#ifndef  NO_CONSOLE_IO
+#define  VERIFY_RBTREE     0   /* only for debugging */
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/* ------------------------------------------------------------- *
+ *                   Interface to Red-black Tree                 *
+ * ------------------------------------------------------------- */
+/*!
+ * \brief   l_rbtreeCreate()
+ *
+ * \param[in]   keytype   defined by an enum for an RB_TYPE union
+ * \return      rbtree    container with empty ptr to the root
+ */
+L_RBTREE *
+l_rbtreeCreate(l_int32  keytype)
+{
+    PROCNAME("l_rbtreeCreate");
+
+    if (keytype != L_INT_TYPE && keytype != L_UINT_TYPE &&
+        keytype != L_FLOAT_TYPE && keytype)
+        return (L_RBTREE *)ERROR_PTR("invalid keytype", procName, NULL);
+
+    L_RBTREE *t = (L_RBTREE *)LEPT_CALLOC(1, sizeof(L_RBTREE));
+    t->keytype = keytype;
+    verify_properties(t);
+    return t;
+}
+
+/*!
+ * \brief   l_rbtreeLookup()
+ *
+ * \param[in]   t        rbtree, including root node
+ * \param[in]   key      find a node with this key
+ * \return    &value     a pointer to a union, if the node exists; else NULL
+ */
+RB_TYPE *
+l_rbtreeLookup(L_RBTREE  *t,
+               RB_TYPE    key)
+{
+    PROCNAME("l_rbtreeLookup");
+
+    if (!t)
+        return (RB_TYPE *)ERROR_PTR("tree is null\n", procName, NULL);
+
+    node *n = lookup_node(t, key);
+    return n == NULL ? NULL : &n->value;
+}
+
+/*!
+ * \brief   l_rbtreeInsert()
+ *
+ * \param[in]   t         rbtree, including root node
+ * \param[in]   key       insert a node with this key, if the key does not
+ *                        already exist in the tree
+ * \param[in]   value     typically an int, used for an index
+ * \return     void
+ *
+ * 
+ * Notes:
+ *      (1) If a node with the key already exists, this just updates the value.
+ * 

+ */
+void
+l_rbtreeInsert(L_RBTREE     *t,
+               RB_TYPE       key,
+               RB_TYPE       value)
+{
+node  *n, *inserted_node;
+
+    PROCNAME("l_rbtreeInsert");
+
+    if (!t) {
+        L_ERROR("tree is null\n", procName);
+        return;
+    }
+
+    inserted_node = new_node(key, value, L_RED_NODE, NULL, NULL);
+    if (t->root == NULL) {
+        t->root = inserted_node;
+    } else {
+        n = t->root;
+        while (1) {
+            int comp_result = compareKeys(t->keytype, key, n->key);
+            if (comp_result == 0) {
+                n->value = value;
+                LEPT_FREE(inserted_node);
+                return;
+            } else if (comp_result < 0) {
+                if (n->left == NULL) {
+                    n->left = inserted_node;
+                    break;
+                } else {
+                    n = n->left;
+                }
+            } else {  /* comp_result > 0 */
+                if (n->right == NULL) {
+                    n->right = inserted_node;
+                    break;
+                } else {
+                    n = n->right;
+                }
+            }
+        }
+        inserted_node->parent = n;
+    }
+    insert_case1(t, inserted_node);
+    verify_properties(t);
+}
+
+/*!
+ * \brief   l_rbtreeDelete()
+ *
+ * \param[in]   t     rbtree, including root node
+ * \param[in]   key   delete the node with this key
+ * \return      void
+ */
+void
+l_rbtreeDelete(L_RBTREE  *t,
+               RB_TYPE    key)
+{
+node  *n, *child;
+
+    PROCNAME("l_rbtreeDelete");
+
+    if (!t) {
+        L_ERROR("tree is null\n", procName);
+        return;
+    }
+
+    n = lookup_node(t, key);
+    if (n == NULL) return;  /* Key not found, do nothing */
+    if (n->left != NULL && n->right != NULL) {
+            /* Copy key/value from predecessor and then delete it instead */
+        node *pred = maximum_node(n->left);
+        n->key   = pred->key;
+        n->value = pred->value;
+        n = pred;
+    }
+
+        /* n->left == NULL || n->right == NULL */
+    child = n->right == NULL ? n->left  : n->right;
+    if (node_color(n) == L_BLACK_NODE) {
+        n->color = node_color(child);
+        delete_case1(t, n);
+    }
+    replace_node(t, n, child);
+    if (n->parent == NULL && child != NULL)  /* root should be black */
+        child->color = L_BLACK_NODE;
+    LEPT_FREE(n);
+
+    verify_properties(t);
+}
+
+/*!
+ * \brief   l_rbtreeDestroy()
+ *
+ * \param[in]   pt     pointer to tree; will be wet to null before returning
+ * \return      void
+ *
+ * 
+ * Notes:
+ *      (1) Destroys the tree and nulls the input tree ptr.
+ * 

+ */
+void
+l_rbtreeDestroy(L_RBTREE  **pt)
+{
+node    *n;
+
+    if (!pt) return;
+    if (*pt == NULL) return;
+    n = (*pt)->root;
+    destroy_helper(n);
+    LEPT_FREE(*pt);
+    *pt = NULL;
+    return;
+}
+
+    /* postorder DFS */
+static void
+destroy_helper(node  *n)
+{
+    if (!n) return;
+    destroy_helper(n->left);
+    destroy_helper(n->right);
+    LEPT_FREE(n);
+}
+
+/*!
+ * \brief   l_rbtreeGetFirst()
+ *
+ * \param[in]    t    rbtree, including root node
+ * \return       void
+ *
+ * 
+ * Notes:
+ *      (1) This is the first node in an in-order traversal.
+ * 

+ */
+L_RBTREE_NODE *
+l_rbtreeGetFirst(L_RBTREE  *t)
+{
+node  *n;
+
+    PROCNAME("l_rbtreeGetFirst");
+
+    if (!t)
+        return (L_RBTREE_NODE *)ERROR_PTR("tree is null", procName, NULL);
+    if (t->root == NULL) {
+        L_INFO("tree is empty\n", procName);
+        return NULL;
+    }
+
+        /* Just go down the left side as far as possible */
+    n = t->root;
+    while (n && n->left)
+        n = n->left;
+    return n;
+}
+
+/*!
+ * \brief   l_rbtreeGetNext()
+ *
+ * \param[in]    n     current node
+ * \return       next node, or NULL if it's the last node
+ *
+ * 
+ * Notes:
+ *      (1) This finds the next node, in an in-order traversal, from
+ *          the current node.
+ *      (2) It is useful as an iterator for a map.
+ *      (3) Call l_rbtreeGetFirst() to get the first node.
+ * 

+ */
+L_RBTREE_NODE *
+l_rbtreeGetNext(L_RBTREE_NODE  *n)
+{
+    PROCNAME("l_rbtreeGetNext");
+
+    if (!n)
+        return (L_RBTREE_NODE *)ERROR_PTR("n not defined", procName, NULL);
+
+        /* If there is a right child, go to it, and then go left all the
+         * way to the end.  Otherwise go up to the parent; continue upward
+         * as long as you're on the right branch, but stop at the parent
+         * when you hit it from the left branch. */
+    if (n->right) {
+        n = n->right;
+        while (n->left)
+            n = n->left;
+        return n;
+    } else {
+        while (n->parent && n->parent->right == n)
+            n = n->parent;
+        return n->parent;
+    }
+}
+
+/*!
+ * \brief   l_rbtreeGetLast()
+ *
+ * \param[in]   t      rbtree, including root node
+ * \return      void
+ *
+ * 
+ * Notes:
+ *      (1) This is the last node in an in-order traversal.
+ * 

+ */
+L_RBTREE_NODE *
+l_rbtreeGetLast(L_RBTREE  *t)
+{
+node  *n;
+
+    PROCNAME("l_rbtreeGetLast");
+
+    if (!t)
+        return (L_RBTREE_NODE *)ERROR_PTR("tree is null", procName, NULL);
+    if (t->root == NULL) {
+        L_INFO("tree is empty\n", procName);
+        return NULL;
+    }
+
+        /* Just go down the right side as far as possible */
+    n = t->root;
+    while (n && n->right)
+        n = n->right;
+    return n;
+}
+
+/*!
+ * \brief   l_rbtreeGetPrev()
+ *
+ * \param[in]    n     current node
+ * \return       next node, or NULL if it's the first node
+ *
+ * 
+ * Notes:
+ *      (1) This finds the previous node, in an in-order traversal, from
+ *          the current node.
+ *      (2) It is useful as an iterator for a map.
+ *      (3) Call l_rbtreeGetLast() to get the last node.
+ * 

+ */
+L_RBTREE_NODE *
+l_rbtreeGetPrev(L_RBTREE_NODE  *n)
+{
+    PROCNAME("l_rbtreeGetPrev");
+
+    if (!n)
+        return (L_RBTREE_NODE *)ERROR_PTR("n not defined", procName, NULL);
+
+        /* If there is a left child, go to it, and then go right all the
+         * way to the end.  Otherwise go up to the parent; continue upward
+         * as long as you're on the left branch, but stop at the parent
+         * when you hit it from the right branch. */
+    if (n->left) {
+        n = n->left;
+        while (n->right)
+            n = n->right;
+        return n;
+    } else {
+        while (n->parent && n->parent->left == n)
+            n = n->parent;
+        return n->parent;
+    }
+}
+
+/*!
+ * \brief   l_rbtreeGetCount()
+ *
+ * \param[in]  t      rbtree
+ * \return     count  the number of nodes in the tree, or 0 on error
+ */
+l_int32
+l_rbtreeGetCount(L_RBTREE  *t)
+{
+l_int32  count = 0;
+node    *n;
+
+    if (!t) return 0;
+    n = t->root;
+    count_helper(n, &count);
+    return count;
+}
+
+    /* preorder DFS */
+static void
+count_helper(node  *n, l_int32  *pcount)
+{
+    if (n)
+        (*pcount)++;
+    else
+        return;
+
+    count_helper(n->left, pcount);
+    count_helper(n->right, pcount);
+}
+
+
+/*!
+ * \brief   l_rbtreePrint()
+ *
+ * \param[in]    fp    file stream
+ * \param[in]    t     rbtree
+ * \return       void
+ */
+void
+l_rbtreePrint(FILE      *fp,
+              L_RBTREE  *t)
+{
+    PROCNAME("l_rbtreePrint");
+    if (!fp) {
+        L_ERROR("stream not defined\n", procName);
+        return;
+    }
+    if (!t) {
+        L_ERROR("tree not defined\n", procName);
+        return;
+    }
+
+    print_tree_helper(fp, t->root, t->keytype, 0);
+    fprintf(fp, "\n");
+}
+
+#define INDENT_STEP  4
+
+static void
+print_tree_helper(FILE    *fp,
+                  node    *n,
+                  l_int32  keytype,
+                  l_int32  indent)
+{
+l_int32  i;
+
+    if (n == NULL) {
+        fprintf(fp, "");
+        return;
+    }
+    if (n->right != NULL) {
+        print_tree_helper(fp, n->right, keytype, indent + INDENT_STEP);
+    }
+    for (i = 0; i < indent; i++)
+        fprintf(fp, " ");
+    if (n->color == L_BLACK_NODE) {
+        if (keytype == L_INT_TYPE)
+            fprintf(fp, "%lld\n", n->key.itype);
+        else if (keytype == L_UINT_TYPE)
+            fprintf(fp, "%llx\n", n->key.utype);
+        else if (keytype == L_FLOAT_TYPE)
+            fprintf(fp, "%f\n", n->key.ftype);
+    } else {
+        if (keytype == L_INT_TYPE)
+            fprintf(fp, "<%lld>\n", n->key.itype);
+        else if (keytype == L_UINT_TYPE)
+            fprintf(fp, "<%llx>\n", n->key.utype);
+        else if (keytype == L_FLOAT_TYPE)
+            fprintf(fp, "<%f>\n", n->key.ftype);
+    }
+    if (n->left != NULL) {
+        print_tree_helper(fp, n->left, keytype, indent + INDENT_STEP);
+    }
+}
+
+
+/* ------------------------------------------------------------- *
+ *                Static key comparison function                 *
+ * ------------------------------------------------------------- */
+static l_int32
+compareKeys(l_int32  keytype,
+            RB_TYPE  left,
+            RB_TYPE  right)
+{
+static char  procName[] = "compareKeys";
+
+    if (keytype == L_INT_TYPE) {
+        if (left.itype < right.itype)
+            return -1;
+        else if (left.itype > right.itype)
+            return 1;
+        else {  /* equality */
+            return 0;
+        }
+    } else if (keytype == L_UINT_TYPE) {
+        if (left.utype < right.utype)
+            return -1;
+        else if (left.utype > right.utype)
+            return 1;
+        else {  /* equality */
+            return 0;
+        }
+    } else if (keytype == L_FLOAT_TYPE) {
+        if (left.ftype < right.ftype)
+            return -1;
+        else if (left.ftype > right.ftype)
+            return 1;
+        else {  /* equality */
+            return 0;
+        }
+    } else {
+        L_ERROR("unknown keytype %d\n", procName, keytype);
+        return 0;
+    }
+}
+
+
+/* ------------------------------------------------------------- *
+ *                  Static red-black tree helpers                *
+ * ------------------------------------------------------------- */
+static node *grandparent(node *n) {
+    if (!n || !n->parent || !n->parent->parent) {
+        L_ERROR("root and child of root have no grandparent\n", "grandparent");
+        return NULL;
+    }
+    return n->parent->parent;
+}
+
+static node *sibling(node *n) {
+    if (!n || !n->parent) {
+        L_ERROR("root has no sibling\n", "sibling");
+        return NULL;
+    }
+    if (n == n->parent->left)
+        return n->parent->right;
+    else
+        return n->parent->left;
+}
+
+static node *uncle(node *n) {
+    if (!n || !n->parent || !n->parent->parent) {
+        L_ERROR("root and child of root have no uncle\n", "uncle");
+        return NULL;
+    }
+    return sibling(n->parent);
+}
+
+static l_int32 node_color(node *n) {
+    return n == NULL ? L_BLACK_NODE : n->color;
+}
+
+
+static node *new_node(RB_TYPE key, RB_TYPE value, l_int32 node_color,
+                      node *left, node *right) {
+    node *result = (node *)LEPT_CALLOC(1, sizeof(node));
+    result->key = key;
+    result->value = value;
+    result->color = node_color;
+    result->left = left;
+    result->right = right;
+    if (left != NULL) left->parent = result;
+    if (right != NULL) right->parent = result;
+    result->parent = NULL;
+    return result;
+}
+
+static node *lookup_node(L_RBTREE *t, RB_TYPE key) {
+    node *n = t->root;
+    while (n != NULL) {
+        int comp_result = compareKeys(t->keytype, key, n->key);
+        if (comp_result == 0) {
+            return n;
+        } else if (comp_result < 0) {
+            n = n->left;
+        } else {  /* comp_result > 0 */
+            n = n->right;
+        }
+    }
+    return n;
+}
+
+static void rotate_left(L_RBTREE *t, node *n) {
+    node *r = n->right;
+    replace_node(t, n, r);
+    n->right = r->left;
+    if (r->left != NULL) {
+        r->left->parent = n;
+    }
+    r->left = n;
+    n->parent = r;
+}
+
+static void rotate_right(L_RBTREE *t, node *n) {
+    node *L = n->left;
+    replace_node(t, n, L);
+    n->left = L->right;
+    if (L->right != NULL) {
+        L->right->parent = n;
+    }
+    L->right = n;
+    n->parent = L;
+}
+
+static void replace_node(L_RBTREE *t, node *oldn, node *newn) {
+    if (oldn->parent == NULL) {
+        t->root = newn;
+    } else {
+        if (oldn == oldn->parent->left)
+            oldn->parent->left = newn;
+        else
+            oldn->parent->right = newn;
+    }
+    if (newn != NULL) {
+        newn->parent = oldn->parent;
+    }
+}
+
+static void insert_case1(L_RBTREE *t, node *n) {
+    if (n->parent == NULL)
+        n->color = L_BLACK_NODE;
+    else
+        insert_case2(t, n);
+}
+
+static void insert_case2(L_RBTREE *t, node *n) {
+    if (node_color(n->parent) == L_BLACK_NODE)
+        return; /* Tree is still valid */
+    else
+        insert_case3(t, n);
+}
+
+static void insert_case3(L_RBTREE *t, node *n) {
+    if (node_color(uncle(n)) == L_RED_NODE) {
+        n->parent->color = L_BLACK_NODE;
+        uncle(n)->color = L_BLACK_NODE;
+        grandparent(n)->color = L_RED_NODE;
+        insert_case1(t, grandparent(n));
+    } else {
+        insert_case4(t, n);
+    }
+}
+
+static void insert_case4(L_RBTREE *t, node *n) {
+    if (n == n->parent->right && n->parent == grandparent(n)->left) {
+        rotate_left(t, n->parent);
+        n = n->left;
+    } else if (n == n->parent->left && n->parent == grandparent(n)->right) {
+        rotate_right(t, n->parent);
+        n = n->right;
+    }
+    insert_case5(t, n);
+}
+
+static void insert_case5(L_RBTREE *t, node *n) {
+    n->parent->color = L_BLACK_NODE;
+    grandparent(n)->color = L_RED_NODE;
+    if (n == n->parent->left && n->parent == grandparent(n)->left) {
+        rotate_right(t, grandparent(n));
+    } else if (n == n->parent->right && n->parent == grandparent(n)->right) {
+        rotate_left(t, grandparent(n));
+    } else {
+        L_ERROR("identity confusion\n", "insert_case5");
+    }
+}
+
+static node *maximum_node(node *n) {
+    if (!n) {
+        L_ERROR("n not defined\n", "maximum_node");
+        return NULL;
+    }
+    while (n->right != NULL) {
+        n = n->right;
+    }
+    return n;
+}
+
+static void delete_case1(L_RBTREE *t, node *n) {
+    if (n->parent == NULL)
+        return;
+    else
+        delete_case2(t, n);
+}
+
+static void delete_case2(L_RBTREE *t, node *n) {
+    if (node_color(sibling(n)) == L_RED_NODE) {
+        n->parent->color = L_RED_NODE;
+        sibling(n)->color = L_BLACK_NODE;
+        if (n == n->parent->left)
+            rotate_left(t, n->parent);
+        else
+            rotate_right(t, n->parent);
+    }
+    delete_case3(t, n);
+}
+
+static void delete_case3(L_RBTREE *t, node *n) {
+    if (node_color(n->parent) == L_BLACK_NODE &&
+        node_color(sibling(n)) == L_BLACK_NODE &&
+        node_color(sibling(n)->left) == L_BLACK_NODE &&
+        node_color(sibling(n)->right) == L_BLACK_NODE) {
+        sibling(n)->color = L_RED_NODE;
+        delete_case1(t, n->parent);
+    } else {
+        delete_case4(t, n);
+    }
+}
+
+static void delete_case4(L_RBTREE *t, node *n) {
+    if (node_color(n->parent) == L_RED_NODE &&
+        node_color(sibling(n)) == L_BLACK_NODE &&
+        node_color(sibling(n)->left) == L_BLACK_NODE &&
+        node_color(sibling(n)->right) == L_BLACK_NODE) {
+        sibling(n)->color = L_RED_NODE;
+        n->parent->color = L_BLACK_NODE;
+    } else {
+        delete_case5(t, n);
+    }
+}
+
+static void delete_case5(L_RBTREE *t, node *n) {
+    if (n == n->parent->left &&
+        node_color(sibling(n)) == L_BLACK_NODE &&
+        node_color(sibling(n)->left) == L_RED_NODE &&
+        node_color(sibling(n)->right) == L_BLACK_NODE) {
+        sibling(n)->color = L_RED_NODE;
+        sibling(n)->left->color = L_BLACK_NODE;
+        rotate_right(t, sibling(n));
+    } else if (n == n->parent->right &&
+               node_color(sibling(n)) == L_BLACK_NODE &&
+               node_color(sibling(n)->right) == L_RED_NODE &&
+               node_color(sibling(n)->left) == L_BLACK_NODE) {
+        sibling(n)->color = L_RED_NODE;
+        sibling(n)->right->color = L_BLACK_NODE;
+        rotate_left(t, sibling(n));
+    }
+    delete_case6(t, n);
+}
+
+static void delete_case6(L_RBTREE *t, node *n) {
+    sibling(n)->color = node_color(n->parent);
+    n->parent->color = L_BLACK_NODE;
+    if (n == n->parent->left) {
+        if (node_color(sibling(n)->right) != L_RED_NODE) {
+            L_ERROR("right sibling is not RED", "delete_case6");
+            return;
+        }
+        sibling(n)->right->color = L_BLACK_NODE;
+        rotate_left(t, n->parent);
+    } else {
+        if (node_color(sibling(n)->left) != L_RED_NODE) {
+            L_ERROR("left sibling is not RED", "delete_case6");
+            return;
+        }
+        sibling(n)->left->color = L_BLACK_NODE;
+        rotate_right(t, n->parent);
+    }
+}
+
+
+/* ------------------------------------------------------------- *
+ *               Debugging: verify if tree is valid              *
+ * ------------------------------------------------------------- */
+#if VERIFY_RBTREE
+static void verify_property_1(node *root);
+static void verify_property_2(node *root);
+static void verify_property_4(node *root);
+static void verify_property_5(node *root);
+static void verify_property_5_helper(node *n, int black_count,
+                                     int* black_count_path);
+#endif
+
+static void verify_properties(L_RBTREE *t) {
+#if VERIFY_RBTREE
+    verify_property_1(t->root);
+    verify_property_2(t->root);
+    /* Property 3 is implicit */
+    verify_property_4(t->root);
+    verify_property_5(t->root);
+#endif
+}
+
+#if VERIFY_RBTREE
+static void verify_property_1(node *n) {
+    if (node_color(n) != L_RED_NODE && node_color(n) != L_BLACK_NODE) {
+        L_ERROR("color neither RED nor BLACK\n", "verify_property_1");
+        return;
+    }
+    if (n == NULL) return;
+    verify_property_1(n->left);
+    verify_property_1(n->right);
+}
+
+static void verify_property_2(node *root) {
+    if (node_color(root) != L_BLACK_NODE)
+        L_ERROR("root is not black!\n", "verify_property_2");
+}
+
+static void verify_property_4(node *n) {
+    if (node_color(n) == L_RED_NODE) {
+        if (node_color(n->left) != L_BLACK_NODE ||
+            node_color(n->right) != L_BLACK_NODE ||
+            node_color(n->parent) != L_BLACK_NODE) {
+            L_ERROR("children & parent not all BLACK", "verify_property_4");
+            return;
+        }
+    }
+    if (n == NULL) return;
+    verify_property_4(n->left);
+    verify_property_4(n->right);
+}
+
+static void verify_property_5(node *root) {
+    int black_count_path = -1;
+    verify_property_5_helper(root, 0, &black_count_path);
+}
+
+static void verify_property_5_helper(node *n, int black_count,
+                                     int* path_black_count) {
+    if (node_color(n) == L_BLACK_NODE) {
+        black_count++;
+    }
+    if (n == NULL) {
+        if (*path_black_count == -1) {
+            *path_black_count = black_count;
+        } else if (*path_black_count != black_count) {
+            L_ERROR("incorrect black count", "verify_property_5_helper");
+        }
+        return;
+    }
+    verify_property_5_helper(n->left,  black_count, path_black_count);
+    verify_property_5_helper(n->right, black_count, path_black_count);
+}
+#endif
diff --git a/3rdparty/hgOCR/leptonica/rbtree.h b/3rdparty/hgOCR/leptonica/rbtree.h
new file mode 100644
index 00000000..6977d336
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rbtree.h
@@ -0,0 +1,91 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*
+ * Modified from the excellent code here:
+ *     http://en.literateprograms.org/Red-black_tree_(C)?oldid=19567
+ * which has been placed in the public domain under the Creative Commons
+ * CC0 1.0 waiver (http://creativecommons.org/publicdomain/zero/1.0/).
+ *
+ * When the key is generated from a hash (e.g., string --> uint64),
+ * there is always the possibility of having collisions, but to make
+ * the collision probability very low requires using a large hash.
+ * For that reason, the key types are 64 bit quantities, which will result
+ * in a negligible probabililty of collisions for millions of hashed values.
+ * Using 8 byte keys instead of 4 byte keys requires a little more
+ * storage, but the simplification in being able to ignore collisions
+ * with the red-black trees for most applications is worth it.
+ */
+
+#ifndef  LEPTONICA_RBTREE_H
+#define  LEPTONICA_RBTREE_H
+
+    /*! The three valid key types for red-black trees, maps and sets. */
+/*! RBTree Key Type */
+enum {
+    L_INT_TYPE = 1,
+    L_UINT_TYPE = 2,
+    L_FLOAT_TYPE = 3
+};
+
+    /*!
+     * Storage for keys and values for red-black trees, maps and sets.
+     * 
+     * Note:
+     *   (1) Keys and values of the valid key types are all 64-bit
+     *   (2) (void *) can be used for values but not for keys.
+     * 

+     */
+union Rb_Type {
+    l_int64    itype;
+    l_uint64   utype;
+    l_float64  ftype;
+    void      *ptype;
+};
+typedef union Rb_Type RB_TYPE;
+
+struct L_Rbtree {
+    struct L_Rbtree_Node  *root;
+    l_int32                keytype;
+};
+typedef struct L_Rbtree L_RBTREE;
+typedef struct L_Rbtree L_AMAP;  /* hide underlying implementation for map */
+typedef struct L_Rbtree L_ASET;  /* hide underlying implementation for set */
+
+struct L_Rbtree_Node {
+    union Rb_Type          key;
+    union Rb_Type          value;
+    struct L_Rbtree_Node  *left;
+    struct L_Rbtree_Node  *right;
+    struct L_Rbtree_Node  *parent;
+    l_int32                color;
+};
+typedef struct L_Rbtree_Node L_RBTREE_NODE;
+typedef struct L_Rbtree_Node L_AMAP_NODE;  /* hide tree implementation */
+typedef struct L_Rbtree_Node L_ASET_NODE;  /* hide tree implementation */
+
+
+#endif  /* LEPTONICA_RBTREE_H */
diff --git a/3rdparty/hgOCR/leptonica/readbarcode.c b/3rdparty/hgOCR/leptonica/readbarcode.c
new file mode 100644
index 00000000..f4df42c0
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/readbarcode.c
@@ -0,0 +1,1494 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file readbarcode.c
+ * 
+ *
+ *      Basic operations to locate and identify the line widths
+ *      in 1D barcodes.
+ *
+ *      Top level
+ *          SARRAY          *pixProcessBarcodes()
+ *
+ *      Next levels
+ *          PIXA            *pixExtractBarcodes()
+ *          SARRAY          *pixReadBarcodes()
+ *          l_int32          pixReadBarcodeWidths()
+ *
+ *      Location
+ *          BOXA            *pixLocateBarcodes()
+ *          static PIX      *pixGenerateBarcodeMask()
+ *
+ *      Extraction and deskew
+ *          PIXA            *pixDeskewBarcodes()
+ *
+ *      Process to get line widths
+ *          NUMA            *pixExtractBarcodeWidths1()
+ *          NUMA            *pixExtractBarcodeWidths2()
+ *          NUMA            *pixExtractBarcodeCrossings()
+ *
+ *      Average adjacent rasters
+ *          static NUMA     *pixAverageRasterScans()
+ *
+ *      Signal processing for barcode widths
+ *          NUMA            *numaQuantizeCrossingsByWidth()
+ *          static l_int32   numaGetCrossingDistances()
+ *          static NUMA     *numaLocatePeakRanges()
+ *          static NUMA     *numaGetPeakCentroids()
+ *          static NUMA     *numaGetPeakWidthLUT()
+ *          NUMA            *numaQuantizeCrossingsByWindow()
+ *          static l_int32   numaEvalBestWidthAndShift()
+ *          static l_int32   numaEvalSyncError()
+ *
+ *
+ *  NOTE CAREFULLY: This is "early beta" code.  It has not been tuned
+ *  to work robustly on a large database of barcode images.  I'm putting
+ *  it out so that people can play with it, find out how it breaks, and
+ *  contribute decoders for other barcode formats.  Both the functional
+ *  interfaces and ABI will almost certainly change in the coming
+ *  few months.  The actual decoder, in bardecode.c, at present only
+ *  works on the following codes: Code I2of5, Code 2of5, Code 39, Code 93
+ *  Codabar and UPCA.  To add another barcode format, it is necessary
+ *  to make changes in readbarcode.h and bardecode.c.
+ *  The program prog/barcodetest shows how to run from the top level
+ *  (image --> decoded data).
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+#include "readbarcode.h"
+
+    /* Parameters for pixGenerateBarcodeMask() */
+static const l_int32  MAX_SPACE_WIDTH = 19;  /* was 15 */
+static const l_int32  MAX_NOISE_WIDTH = 50;  /* smaller than barcode width */
+static const l_int32  MAX_NOISE_HEIGHT = 30;  /* smaller than barcode height */
+
+    /* Static functions */
+static PIX *pixGenerateBarcodeMask(PIX *pixs, l_int32 maxspace,
+                                   l_int32 nwidth, l_int32 nheight);
+static NUMA *pixAverageRasterScans(PIX *pixs, l_int32 nscans);
+static l_int32 numaGetCrossingDistances(NUMA *nas, NUMA **pnaedist,
+                                        NUMA **pnaodist, l_float32 *pmindist,
+                                        l_float32 *pmaxdist);
+static NUMA *numaLocatePeakRanges(NUMA *nas, l_float32 minfirst,
+                                  l_float32 minsep, l_float32 maxmin);
+static NUMA *numaGetPeakCentroids(NUMA *nahist, NUMA *narange);
+static NUMA *numaGetPeakWidthLUT(NUMA *narange, NUMA *nacent);
+static l_int32 numaEvalBestWidthAndShift(NUMA *nas, l_int32 nwidth,
+                                         l_int32 nshift, l_float32 minwidth,
+                                         l_float32 maxwidth,
+                                         l_float32 *pbestwidth,
+                                         l_float32 *pbestshift,
+                                         l_float32 *pbestscore);
+static l_int32 numaEvalSyncError(NUMA *nas, l_int32 ifirst, l_int32 ilast,
+                                 l_float32 width, l_float32 shift,
+                                 l_float32 *pscore, NUMA **pnad);
+
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_DESKEW     1
+#define  DEBUG_WIDTHS     0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*------------------------------------------------------------------------*
+ *                               Top level                                *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   pixProcessBarcodes()
+ *
+ * \param[in]    pixs        any depth
+ * \param[in]    format      L_BF_ANY, L_BF_CODEI2OF5, L_BF_CODE93, ...
+ * \param[in]    method      L_USE_WIDTHS, L_USE_WINDOWS
+ * \param[out]   psaw        [optional] sarray of bar widths
+ * \param[in]    debugflag   use 1 to generate debug output
+ * \return  sarray text of barcodes, or NULL if none found or on error
+ */
+SARRAY *
+pixProcessBarcodes(PIX      *pixs,
+                   l_int32   format,
+                   l_int32   method,
+                   SARRAY  **psaw,
+                   l_int32   debugflag)
+{
+PIX     *pixg;
+PIXA    *pixa;
+SARRAY  *sad;
+
+    PROCNAME("pixProcessBarcodes");
+
+    if (psaw) *psaw = NULL;
+    if (!pixs)
+        return (SARRAY *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (format != L_BF_ANY && !barcodeFormatIsSupported(format))
+        return (SARRAY *)ERROR_PTR("unsupported format", procName, NULL);
+    if (method != L_USE_WIDTHS && method != L_USE_WINDOWS)
+        return (SARRAY *)ERROR_PTR("invalid method", procName, NULL);
+
+        /* Get an 8 bpp image, no cmap */
+    if (pixGetDepth(pixs) == 8 && !pixGetColormap(pixs))
+        pixg = pixClone(pixs);
+    else
+        pixg = pixConvertTo8(pixs, 0);
+
+    if ((pixa = pixExtractBarcodes(pixg, debugflag)) == NULL) {
+        pixDestroy(&pixg);
+        return (SARRAY *)ERROR_PTR("no barcode(s) found", procName, NULL);
+    }
+
+    sad = pixReadBarcodes(pixa, format, method, psaw, debugflag);
+
+    pixDestroy(&pixg);
+    pixaDestroy(&pixa);
+    return sad;
+}
+
+
+/*!
+ * \brief   pixExtractBarcodes()
+ *
+ * \param[in]    pixs        8 bpp, no colormap
+ * \param[in]    debugflag   use 1 to generate debug output
+ * \return  pixa  deskewed and cropped barcodes, or NULL if none found
+ *                or on error
+ */
+PIXA *
+pixExtractBarcodes(PIX     *pixs,
+                   l_int32  debugflag)
+{
+l_int32    i, n;
+l_float32  angle, conf;
+BOX       *box;
+BOXA      *boxa;
+PIX       *pixb, *pixm, *pixt;
+PIXA      *pixa;
+
+    PROCNAME("pixExtractBarcodes");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIXA *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL);
+
+        /* Locate them; use small threshold for edges. */
+    boxa = pixLocateBarcodes(pixs, 20, &pixb, &pixm);
+    n = boxaGetCount(boxa);
+    L_INFO("%d possible barcode(s) found\n", procName, n);
+    if (n == 0) {
+        boxaDestroy(&boxa);
+        pixDestroy(&pixb);
+        pixDestroy(&pixm);
+        return NULL;
+    }
+
+    if (debugflag) {
+        boxaWriteStream(stderr, boxa);
+        pixDisplay(pixb, 100, 100);
+        pixDisplay(pixm, 800, 100);
+    }
+
+        /* Deskew each barcode individually */
+    pixa = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        box = boxaGetBox(boxa, i, L_CLONE);
+        pixt = pixDeskewBarcode(pixs, pixb, box, 15, 20, &angle, &conf);
+        L_INFO("angle = %6.2f, conf = %6.2f\n", procName, angle, conf);
+        if (conf > 5.0) {
+            pixaAddPix(pixa, pixt, L_INSERT);
+            pixaAddBox(pixa, box, L_INSERT);
+        } else {
+            pixDestroy(&pixt);
+            boxDestroy(&box);
+        }
+    }
+
+#if  DEBUG_DESKEW
+    pixt = pixaDisplayTiledInRows(pixa, 8, 1000, 1.0, 0, 30, 2);
+    pixWrite("junkpixt", pixt, IFF_PNG);
+    pixDestroy(&pixt);
+#endif  /* DEBUG_DESKEW */
+
+    pixDestroy(&pixb);
+    pixDestroy(&pixm);
+    boxaDestroy(&boxa);
+    return pixa;
+}
+
+
+/*!
+ * \brief   pixReadBarcodes()
+ *
+ * \param[in]    pixa        of 8 bpp deskewed and cropped barcodes
+ * \param[in]    format      L_BF_ANY, L_BF_CODEI2OF5, L_BF_CODE93, ...
+ * \param[in]    method      L_USE_WIDTHS, L_USE_WINDOWS;
+ * \param[out]   psaw        [optional] sarray of bar widths
+ * \param[in]    debugflag   use 1 to generate debug output
+ * \return  sa   sarray of widths, one string for each barcode found,
+ *               or NULL on error
+ */
+SARRAY *
+pixReadBarcodes(PIXA     *pixa,
+                l_int32   format,
+                l_int32   method,
+                SARRAY  **psaw,
+                l_int32   debugflag)
+{
+char      *barstr, *data;
+char       emptystring[] = "";
+l_int32    i, j, n, nbars, ival;
+NUMA      *na;
+PIX       *pixt;
+SARRAY    *saw, *sad;
+
+    PROCNAME("pixReadBarcodes");
+
+    if (psaw) *psaw = NULL;
+    if (!pixa)
+        return (SARRAY *)ERROR_PTR("pixa not defined", procName, NULL);
+    if (format != L_BF_ANY && !barcodeFormatIsSupported(format))
+        return (SARRAY *)ERROR_PTR("unsupported format", procName, NULL);
+    if (method != L_USE_WIDTHS && method != L_USE_WINDOWS)
+        return (SARRAY *)ERROR_PTR("invalid method", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    saw = sarrayCreate(n);
+    sad = sarrayCreate(n);
+    for (i = 0; i < n; i++) {
+            /* Extract the widths of the lines in each barcode */
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        na = pixReadBarcodeWidths(pixt, method, debugflag);
+        pixDestroy(&pixt);
+        if (!na) {
+            ERROR_INT("valid barcode widths not returned", procName, 1);
+            continue;
+        }
+
+            /* Save the widths as a string */
+        nbars = numaGetCount(na);
+        barstr = (char *)LEPT_CALLOC(nbars + 1, sizeof(char));
+        for (j = 0; j < nbars; j++) {
+            numaGetIValue(na, j, &ival);
+            barstr[j] = 0x30 + ival;
+        }
+        sarrayAddString(saw, barstr, L_INSERT);
+        numaDestroy(&na);
+
+            /* Decode the width strings */
+        data = barcodeDispatchDecoder(barstr, format, debugflag);
+        if (!data) {
+            ERROR_INT("barcode not decoded", procName, 1);
+            sarrayAddString(sad, emptystring, L_COPY);
+            continue;
+        }
+        sarrayAddString(sad, data, L_INSERT);
+    }
+
+        /* If nothing found, clean up */
+    if (sarrayGetCount(saw) == 0) {
+        sarrayDestroy(&saw);
+        sarrayDestroy(&sad);
+        return (SARRAY *)ERROR_PTR("no valid barcode data", procName, NULL);
+    }
+
+    if (psaw)
+        *psaw = saw;
+    else
+        sarrayDestroy(&saw);
+
+    return sad;
+}
+
+
+/*!
+ * \brief   pixReadBarcodeWidths()
+ *
+ * \param[in]    pixs        of 8 bpp deskewed and cropped barcode
+ * \param[in]    method      L_USE_WIDTHS, L_USE_WINDOWS;
+ * \param[in]    debugflag   use 1 to generate debug output
+ * \return  na   numa of widths (each in set {1,2,3,4}, or NULL on error
+ */
+NUMA *
+pixReadBarcodeWidths(PIX     *pixs,
+                     l_int32  method,
+                     l_int32  debugflag)
+{
+l_float32  winwidth;
+NUMA      *na;
+
+    PROCNAME("pixReadBarcodeWidths");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (NUMA *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+    if (method != L_USE_WIDTHS && method != L_USE_WINDOWS)
+        return (NUMA *)ERROR_PTR("invalid method", procName, NULL);
+
+        /* Extract the widths of the lines in each barcode */
+    if (method == L_USE_WIDTHS)
+        na = pixExtractBarcodeWidths1(pixs, 120, 0.25, NULL, NULL,
+                                      debugflag);
+    else  /* method == L_USE_WINDOWS */
+        na = pixExtractBarcodeWidths2(pixs, 120, &winwidth,
+                                      NULL, debugflag);
+#if  DEBUG_WIDTHS
+        if (method == L_USE_WINDOWS)
+            fprintf(stderr, "Window width for barcode: %7.3f\n", winwidth);
+        numaWriteStream(stderr, na);
+#endif  /* DEBUG_WIDTHS */
+
+    if (!na)
+        return (NUMA *)ERROR_PTR("barcode widths invalid", procName, NULL);
+
+    return na;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                        Locate barcode in image                         *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   pixLocateBarcodes()
+ *
+ * \param[in]    pixs     any depth
+ * \param[in]    thresh   for binarization of edge filter output; typ. 20
+ * \param[out]   ppixb    [optional] binarized edge filtered input image
+ * \param[out]   ppixm    [optional] mask over barcodes
+ * \return  boxa   location of barcodes, or NULL if none found or on error
+ */
+BOXA *
+pixLocateBarcodes(PIX     *pixs,
+                  l_int32  thresh,
+                  PIX    **ppixb,
+                  PIX    **ppixm)
+{
+BOXA  *boxa;
+PIX   *pix8, *pixe, *pixb, *pixm;
+
+    PROCNAME("pixLocateBarcodes");
+
+    if (!pixs)
+        return (BOXA *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Get an 8 bpp image, no cmap */
+    if (pixGetDepth(pixs) == 8 && !pixGetColormap(pixs))
+        pix8 = pixClone(pixs);
+    else
+        pix8 = pixConvertTo8(pixs, 0);
+
+        /* Get a 1 bpp image of the edges */
+    pixe = pixSobelEdgeFilter(pix8, L_ALL_EDGES);
+    pixb = pixThresholdToBinary(pixe, thresh);
+    pixInvert(pixb, pixb);
+    pixDestroy(&pix8);
+    pixDestroy(&pixe);
+
+    pixm = pixGenerateBarcodeMask(pixb, MAX_SPACE_WIDTH, MAX_NOISE_WIDTH,
+                                  MAX_NOISE_HEIGHT);
+    boxa = pixConnComp(pixm, NULL, 8);
+
+    if (ppixb)
+        *ppixb = pixb;
+    else
+        pixDestroy(&pixb);
+    if (ppixm)
+        *ppixm = pixm;
+    else
+        pixDestroy(&pixm);
+
+    return boxa;
+}
+
+
+/*!
+ * \brief   pixGenerateBarcodeMask()
+ *
+ * \param[in]    pixs       1 bpp
+ * \param[in]    maxspace   largest space in the barcode, in pixels
+ * \param[in]    nwidth     opening 'width' to remove noise
+ * \param[in]    nheight    opening 'height' to remove noise
+ * \return  pixm   mask over barcodes, or NULL if none found or on error
+ *
+ * 
+ * Notes:
+ *      (1) For noise removal, 'width' and 'height' are referred to the
+ *          barcode orientation.
+ *      (2) If there is skew, the mask will not cover the barcode corners.
+ * 

+ */
+static PIX *
+pixGenerateBarcodeMask(PIX     *pixs,
+                       l_int32  maxspace,
+                       l_int32  nwidth,
+                       l_int32  nheight)
+{
+PIX  *pixt1, *pixt2, *pixd;
+
+    PROCNAME("pixGenerateBarcodeMask");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Identify horizontal barcodes */
+    pixt1 = pixCloseBrick(NULL, pixs, maxspace + 1, 1);
+    pixt2 = pixOpenBrick(NULL, pixs, maxspace + 1, 1);
+    pixXor(pixt2, pixt2, pixt1);
+    pixOpenBrick(pixt2, pixt2, nwidth, nheight);
+    pixDestroy(&pixt1);
+
+        /* Identify vertical barcodes */
+    pixt1 = pixCloseBrick(NULL, pixs, 1, maxspace + 1);
+    pixd = pixOpenBrick(NULL, pixs, 1, maxspace + 1);
+    pixXor(pixd, pixd, pixt1);
+    pixOpenBrick(pixd, pixd, nheight, nwidth);
+    pixDestroy(&pixt1);
+
+        /* Combine to get all barcodes */
+    pixOr(pixd, pixd, pixt2);
+    pixDestroy(&pixt2);
+
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                        Extract and deskew barcode                      *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   pixDeskewBarcode()
+ *
+ * \param[in]    pixs        input image; 8 bpp
+ * \param[in]    pixb        binarized edge-filtered input image
+ * \param[in]    box         identified region containing barcode
+ * \param[in]    margin      of extra pixels around box to extract
+ * \param[in]    threshold   for binarization; ~20
+ * \param[out]   pangle      [optional] in degrees, clockwise is positive
+ * \param[out]   pconf       [optional] confidence
+ * \return  pixd   deskewed barcode, or NULL on error
+ *
+ * 
+ * Notes:
+ *     (1) The (optional) angle returned is the angle in degrees (cw positive)
+ *         necessary to rotate the image so that it is deskewed.
+ * 

+ */
+PIX *
+pixDeskewBarcode(PIX        *pixs,
+                 PIX        *pixb,
+                 BOX        *box,
+                 l_int32     margin,
+                 l_int32     threshold,
+                 l_float32  *pangle,
+                 l_float32  *pconf)
+{
+l_int32    x, y, w, h, n;
+l_float32  angle, angle1, angle2, conf, conf1, conf2, score1, score2, deg2rad;
+BOX       *boxe, *boxt;
+BOXA      *boxa, *boxat;
+PIX       *pixt1, *pixt2, *pixt3, *pixt4, *pixt5, *pixt6, *pixd;
+
+    PROCNAME("pixDeskewBarcode");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL);
+    if (!pixb || pixGetDepth(pixb) != 1)
+        return (PIX *)ERROR_PTR("pixb undefined or not 1 bpp", procName, NULL);
+    if (!box)
+        return (PIX *)ERROR_PTR("box not defined or 1 bpp", procName, NULL);
+
+        /* Clip out */
+    deg2rad = 3.1415926535 / 180.;
+    boxGetGeometry(box, &x, &y, &w, &h);
+    boxe = boxCreate(x - 25, y - 25, w + 51, h + 51);
+    pixt1 = pixClipRectangle(pixb, boxe, NULL);
+    pixt2 = pixClipRectangle(pixs, boxe, NULL);
+    boxDestroy(&boxe);
+
+        /* Deskew, looking at all possible orientations over 180 degrees */
+    pixt3 = pixRotateOrth(pixt1, 1);  /* look for vertical bar lines */
+    pixt4 = pixClone(pixt1);   /* look for horizontal bar lines */
+    pixFindSkewSweepAndSearchScore(pixt3, &angle1, &conf1, &score1,
+                                   1, 1, 0.0, 45.0, 2.5, 0.01);
+    pixFindSkewSweepAndSearchScore(pixt4, &angle2, &conf2, &score2,
+                                   1, 1, 0.0, 45.0, 2.5, 0.01);
+
+        /* Because we're using the boundary pixels of the barcodes,
+         * the peak can be sharper (and the confidence ratio higher)
+         * from the signal across the top and bottom of the barcode.
+         * However, the max score, which is the magnitude of the signal
+         * at the optimum skew angle, will be smaller, so we use the
+         * max score as the primary indicator of orientation. */
+    if (score1 >= score2) {
+        conf = conf1;
+        if (conf1 > 6.0 && L_ABS(angle1) > 0.1) {
+            angle = angle1;
+            pixt5 = pixRotate(pixt2, deg2rad * angle1, L_ROTATE_AREA_MAP,
+                              L_BRING_IN_WHITE, 0, 0);
+        } else {
+            angle = 0.0;
+            pixt5 = pixClone(pixt2);
+        }
+    } else {  /* score2 > score1 */
+        conf = conf2;
+        pixt6 = pixRotateOrth(pixt2, 1);
+        if (conf2 > 6.0 && L_ABS(angle2) > 0.1) {
+            angle = 90.0 + angle2;
+            pixt5 = pixRotate(pixt6, deg2rad * angle2, L_ROTATE_AREA_MAP,
+                              L_BRING_IN_WHITE, 0, 0);
+        } else {
+            angle = 90.0;
+            pixt5 = pixClone(pixt6);
+        }
+        pixDestroy(&pixt6);
+    }
+    pixDestroy(&pixt3);
+    pixDestroy(&pixt4);
+
+        /* Extract barcode plus a margin around it */
+    boxa = pixLocateBarcodes(pixt5, threshold, 0, 0);
+    if ((n = boxaGetCount(boxa)) != 1) {
+        L_WARNING("barcode mask in %d components\n", procName, n);
+        boxat = boxaSort(boxa, L_SORT_BY_AREA, L_SORT_DECREASING, NULL);
+    } else {
+        boxat = boxaCopy(boxa, L_CLONE);
+    }
+    boxt = boxaGetBox(boxat, 0, L_CLONE);
+    boxGetGeometry(boxt, &x, &y, &w, &h);
+    boxe = boxCreate(x - margin, y - margin, w + 2 * margin,
+                     h + 2 * margin);
+    pixd = pixClipRectangle(pixt5, boxe, NULL);
+    boxDestroy(&boxt);
+    boxDestroy(&boxe);
+    boxaDestroy(&boxa);
+    boxaDestroy(&boxat);
+
+    if (pangle) *pangle = angle;
+    if (pconf) *pconf = conf;
+
+    pixDestroy(&pixt1);
+    pixDestroy(&pixt2);
+    pixDestroy(&pixt5);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                        Process to get line widths                      *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   pixExtractBarcodeWidths1()
+ *
+ * \param[in]    pixs        input image; 8 bpp
+ * \param[in]    thresh      estimated pixel threshold for crossing
+ *                           white <--> black; typ. ~120
+ * \param[in]    binfract    histo binsize as a fraction of minsize; e.g., 0.25
+ * \param[out]   pnaehist    [optional] histogram of black widths; NULL ok
+ * \param[out]   pnaohist    [optional] histogram of white widths; NULL ok
+ * \param[in]    debugflag   use 1 to generate debug output
+ * \return  nad   numa of barcode widths in encoded integer units,
+ *                or NULL on error
+ *
+ * 
+ * Notes:
+ *     (1) The widths are alternating black/white, starting with black
+ *         and ending with black.
+ *     (2) This method uses the widths of the bars directly, in terms
+ *         of the (float) number of pixels between transitions.
+ *         The histograms of these widths for black and white bars is
+ *         generated and interpreted.
+ * 

+ */
+NUMA *
+pixExtractBarcodeWidths1(PIX      *pixs,
+                        l_float32  thresh,
+                        l_float32  binfract,
+                        NUMA     **pnaehist,
+                        NUMA     **pnaohist,
+                        l_int32    debugflag)
+{
+NUMA  *nac, *nad;
+
+    PROCNAME("pixExtractBarcodeWidths1");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return (NUMA *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL);
+
+        /* Get the best estimate of the crossings, in pixel units */
+    nac = pixExtractBarcodeCrossings(pixs, thresh, debugflag);
+
+        /* Get the array of bar widths, starting with a black bar  */
+    nad = numaQuantizeCrossingsByWidth(nac, binfract, pnaehist,
+                                       pnaohist, debugflag);
+
+    numaDestroy(&nac);
+    return nad;
+}
+
+
+/*!
+ * \brief   pixExtractBarcodeWidths2()
+ *
+ * \param[in]    pixs        input image; 8 bpp
+ * \param[in]    thresh      estimated pixel threshold for crossing
+ *                           white <--> black; typ. ~120
+ * \param[out]   pwidth      [optional] best decoding window width, in pixels
+ * \param[out]   pnac        [optional] number of transitions in each window
+ * \param[in]    debugflag   use 1 to generate debug output
+ * \return  nad   numa of barcode widths in encoded integer units,
+ *                or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The widths are alternating black/white, starting with black
+ *          and ending with black.
+ *      (2) The optional best decoding window width is the width of the window
+ *          that is used to make a decision about whether a transition occurs.
+ *          It is approximately the average width in pixels of the narrowest
+ *          white and black bars (i.e., those corresponding to unit width).
+ *      (3) The optional return signal %nac is a sequence of 0s, 1s,
+ *          and perhaps a few 2s, giving the number of crossings in each window.
+ *          On the occasion where there is a '2', it is interpreted as
+ *          as ending two runs: the previous one and another one that has length 1.
+ * 

+ */
+NUMA *
+pixExtractBarcodeWidths2(PIX        *pixs,
+                         l_float32   thresh,
+                         l_float32  *pwidth,
+                         NUMA      **pnac,
+                         l_int32     debugflag)
+{
+NUMA  *nacp, *nad;
+
+    PROCNAME("pixExtractBarcodeWidths2");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return (NUMA *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL);
+
+        /* Get the best estimate of the crossings, in pixel units */
+    nacp = pixExtractBarcodeCrossings(pixs, thresh, debugflag);
+
+        /* Quantize the crossings to get actual windowed data */
+    nad = numaQuantizeCrossingsByWindow(nacp, 2.0, pwidth, NULL, pnac, debugflag);
+
+    numaDestroy(&nacp);
+    return nad;
+}
+
+
+/*!
+ * \brief   pixExtractBarcodeCrossings()
+ *
+ * \param[in]    pixs        input image; 8 bpp
+ * \param[in]    thresh      estimated pixel threshold for crossing
+ *                           white <--> black; typ. ~120
+ * \param[in]    debugflag   use 1 to generate debug output
+ * \return  numa   of crossings, in pixel units, or NULL on error
+ */
+NUMA *
+pixExtractBarcodeCrossings(PIX       *pixs,
+                           l_float32  thresh,
+                           l_int32    debugflag)
+{
+l_int32    w;
+l_float32  bestthresh;
+NUMA      *nas, *nax, *nay, *nad;
+
+    PROCNAME("pixExtractBarcodeCrossings");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return (NUMA *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL);
+
+        /* Scan pixels horizontally and average results */
+    nas = pixAverageRasterScans(pixs, 51);
+
+        /* Interpolate to get 4x the number of values */
+    w = pixGetWidth(pixs);
+    numaInterpolateEqxInterval(0.0, 1.0, nas, L_QUADRATIC_INTERP, 0.0,
+                               (l_float32)(w - 1), 4 * w + 1, &nax, &nay);
+
+    if (debugflag) {
+        lept_mkdir("lept/barcode");
+        GPLOT *gplot = gplotCreate("/tmp/lept/barcode/signal", GPLOT_PNG,
+                                   "Pixel values", "dist in pixels", "value");
+        gplotAddPlot(gplot, nax, nay, GPLOT_LINES, "plot 1");
+        gplotMakeOutput(gplot);
+        gplotDestroy(&gplot);
+    }
+
+        /* Locate the crossings.  Run multiple times with different
+         * thresholds, and choose a threshold in the center of the
+         * run of thresholds that all give the maximum number of crossings. */
+    numaSelectCrossingThreshold(nax, nay, thresh, &bestthresh);
+
+        /* Get the crossings with the best threshold. */
+    nad = numaCrossingsByThreshold(nax, nay, bestthresh);
+
+    numaDestroy(&nas);
+    numaDestroy(&nax);
+    numaDestroy(&nay);
+    return nad;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                         Average adjacent rasters                       *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   pixAverageRasterScans()
+ *
+ * \param[in]    pixs     input image; 8 bpp
+ * \param[in]    nscans   number of adjacent scans, about the center vertically
+ * \return  numa of average pixel values across image, or NULL on error
+ */
+static NUMA *
+pixAverageRasterScans(PIX     *pixs,
+                      l_int32  nscans)
+{
+l_int32     w, h, first, last, i, j, wpl, val;
+l_uint32   *line, *data;
+l_float32  *array;
+NUMA       *nad;
+
+    PROCNAME("pixAverageRasterScans");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return (NUMA *)ERROR_PTR("pixs undefined or not 8 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (nscans <= h) {
+        first = 0;
+        last = h - 1;
+        nscans = h;
+    } else {
+        first = (h - nscans) / 2;
+        last = first + nscans - 1;
+    }
+
+    nad = numaCreate(w);
+    numaSetCount(nad, w);
+    array = numaGetFArray(nad, L_NOCOPY);
+    wpl = pixGetWpl(pixs);
+    data = pixGetData(pixs);
+    for (j = 0; j < w; j++) {
+        for (i = first; i <= last; i++) {
+            line = data + i * wpl;
+            val = GET_DATA_BYTE(line, j);
+            array[j] += val;
+        }
+        array[j] = array[j] / (l_float32)nscans;
+    }
+
+    return nad;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                   Signal processing for barcode widths                 *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   numaQuantizeCrossingsByWidth()
+ *
+ * \param[in]    nas         numa of crossing locations, in pixel units
+ * \param[in]    binfract    histo binsize as a fraction of minsize; e.g., 0.25
+ * \param[out]   pnaehist    [optional] histo of even (black) bar widths
+ * \param[out]   pnaohist    [optional] histo of odd (white) bar widths
+ * \param[in]    debugflag   1 to generate plots of histograms of bar widths
+ * \return  nad   sequence of widths, in unit sizes, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This first computes the histogram of black and white bar widths,
+ *          binned in appropriate units.  There should be well-defined
+ *          peaks, each corresponding to a specific width.  The sequence
+ *          of barcode widths (namely, the integers from the set {1,2,3,4})
+ *          is returned.
+ *      (2) The optional returned histograms are binned in width units
+ *          that are inversely proportional to %binfract.  For example,
+ *          if %binfract = 0.25, there are 4.0 bins in the distance of
+ *          the width of the narrowest bar.
+ * 

+ */
+NUMA *
+numaQuantizeCrossingsByWidth(NUMA       *nas,
+                             l_float32   binfract,
+                             NUMA      **pnaehist,
+                             NUMA      **pnaohist,
+                             l_int32     debugflag)
+{
+l_int32    i, n, ned, nod, iw, width;
+l_float32  val, minsize, maxsize, factor;
+GPLOT     *gplot;
+NUMA      *naedist, *naodist, *naehist, *naohist, *naecent, *naocent;
+NUMA      *naerange, *naorange, *naelut, *naolut, *nad;
+
+    PROCNAME("numaQuantizeCrossingsByWidth");
+
+    if (!nas)
+        return (NUMA *)ERROR_PTR("nas not defined", procName, NULL);
+    n = numaGetCount(nas);
+    if (n < 2)
+        return (NUMA *)ERROR_PTR("n < 2", procName, NULL);
+    if (binfract <= 0.0)
+        return (NUMA *)ERROR_PTR("binfract <= 0.0", procName, NULL);
+
+        /* Get even and odd crossing distances */
+    numaGetCrossingDistances(nas, &naedist, &naodist, &minsize, &maxsize);
+
+        /* Bin the spans in units of binfract * minsize.  These
+         * units are convenient because they scale to make at least
+         * 1/binfract bins in the smallest span (width).  We want this
+         * number to be large enough to clearly separate the
+         * widths, but small enough so that the histogram peaks
+         * have very few if any holes (zeroes) within them.  */
+    naehist = numaMakeHistogramClipped(naedist, binfract * minsize,
+                                       (1.25 / binfract) * maxsize);
+    naohist = numaMakeHistogramClipped(naodist, binfract * minsize,
+                                       (1.25 / binfract) * maxsize);
+
+    if (debugflag) {
+        lept_mkdir("lept/barcode");
+        gplot = gplotCreate("/tmp/lept/barcode/histw", GPLOT_PNG,
+                            "Raw width histogram", "Width", "Number");
+        gplotAddPlot(gplot, NULL, naehist, GPLOT_LINES, "plot black");
+        gplotAddPlot(gplot, NULL, naohist, GPLOT_LINES, "plot white");
+        gplotMakeOutput(gplot);
+        gplotDestroy(&gplot);
+    }
+
+        /* Compute the peak ranges, still in units of binfract * minsize.  */
+    naerange = numaLocatePeakRanges(naehist, 1.0 / binfract,
+                                    1.0 / binfract, 0.0);
+    naorange = numaLocatePeakRanges(naohist, 1.0 / binfract,
+                                    1.0 / binfract, 0.0);
+
+        /* Find the centroid values of each peak */
+    naecent = numaGetPeakCentroids(naehist, naerange);
+    naocent = numaGetPeakCentroids(naohist, naorange);
+
+        /* Generate the lookup tables that map from the bar width, in
+         * units of (binfract * minsize), to the integerized barcode
+         * units (1, 2, 3, 4), which are the output integer widths
+         * between transitions. */
+    naelut = numaGetPeakWidthLUT(naerange, naecent);
+    naolut = numaGetPeakWidthLUT(naorange, naocent);
+
+        /* Get the widths.  Because the LUT accepts our funny units,
+         * we first must convert the pixel widths to these units,
+         * which is what 'factor' does. */
+    nad = numaCreate(0);
+    ned = numaGetCount(naedist);
+    nod = numaGetCount(naodist);
+    if (nod != ned - 1)
+        L_WARNING("ned != nod + 1\n", procName);
+    factor = 1.0 / (binfract * minsize);  /* for converting units */
+    for (i = 0; i < ned - 1; i++) {
+        numaGetFValue(naedist, i, &val);
+        width = (l_int32)(factor * val);
+        numaGetIValue(naelut, width, &iw);
+        numaAddNumber(nad, iw);
+/*        fprintf(stderr, "even: val = %7.3f, width = %d, iw = %d\n",
+                val, width, iw); */
+        numaGetFValue(naodist, i, &val);
+        width = (l_int32)(factor * val);
+        numaGetIValue(naolut, width, &iw);
+        numaAddNumber(nad, iw);
+/*        fprintf(stderr, "odd: val = %7.3f, width = %d, iw = %d\n",
+                val, width, iw); */
+    }
+    numaGetFValue(naedist, ned - 1, &val);
+    width = (l_int32)(factor * val);
+    numaGetIValue(naelut, width, &iw);
+    numaAddNumber(nad, iw);
+
+    if (debugflag) {
+        fprintf(stderr, " ---- Black bar widths (pixels) ------ \n");
+        numaWriteStream(stderr, naedist);
+        fprintf(stderr, " ---- Histogram of black bar widths ------ \n");
+        numaWriteStream(stderr, naehist);
+        fprintf(stderr, " ---- Peak ranges in black bar histogram bins --- \n");
+        numaWriteStream(stderr, naerange);
+        fprintf(stderr, " ---- Peak black bar centroid width values ------ \n");
+        numaWriteStream(stderr, naecent);
+        fprintf(stderr, " ---- Black bar lookup table ------ \n");
+        numaWriteStream(stderr, naelut);
+        fprintf(stderr, " ---- White bar widths (pixels) ------ \n");
+        numaWriteStream(stderr, naodist);
+        fprintf(stderr, " ---- Histogram of white bar widths ------ \n");
+        numaWriteStream(stderr, naohist);
+        fprintf(stderr, " ---- Peak ranges in white bar histogram bins --- \n");
+        numaWriteStream(stderr, naorange);
+        fprintf(stderr, " ---- Peak white bar centroid width values ------ \n");
+        numaWriteStream(stderr, naocent);
+        fprintf(stderr, " ---- White bar lookup table ------ \n");
+        numaWriteStream(stderr, naolut);
+    }
+
+    numaDestroy(&naedist);
+    numaDestroy(&naodist);
+    numaDestroy(&naerange);
+    numaDestroy(&naorange);
+    numaDestroy(&naecent);
+    numaDestroy(&naocent);
+    numaDestroy(&naelut);
+    numaDestroy(&naolut);
+    if (pnaehist)
+        *pnaehist = naehist;
+    else
+        numaDestroy(&naehist);
+    if (pnaohist)
+        *pnaohist = naohist;
+    else
+        numaDestroy(&naohist);
+    return nad;
+}
+
+
+/*!
+ * \brief   numaGetCrossingDistances()
+ *
+ * \param[in]    nas        numa of crossing locations
+ * \param[out]   pnaedist   [optional] even distances between crossings
+ * \param[out]   pnaodist   [optional] odd distances between crossings
+ * \param[out]   pmindist   [optional] min distance between crossings
+ * \param[out]   pmaxdist   [optional] max distance between crossings
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+numaGetCrossingDistances(NUMA       *nas,
+                         NUMA      **pnaedist,
+                         NUMA      **pnaodist,
+                         l_float32  *pmindist,
+                         l_float32  *pmaxdist)
+{
+l_int32    i, n;
+l_float32  val, newval, mindist, maxdist, dist;
+NUMA      *naedist, *naodist;
+
+    PROCNAME("numaGetCrossingDistances");
+
+    if (pnaedist) *pnaedist = NULL;
+    if (pnaodist) *pnaodist = NULL;
+    if (pmindist) *pmindist = 0.0;
+    if (pmaxdist) *pmaxdist = 0.0;
+    if (!nas)
+        return ERROR_INT("nas not defined", procName, 1);
+    if ((n = numaGetCount(nas)) < 2)
+        return ERROR_INT("n < 2", procName, 1);
+
+        /* Get numas of distances between crossings.  Separate these
+         * into even (e.g., black) and odd (e.g., white) spans.
+         * For barcodes, the black spans are 0, 2, etc.  These
+         * distances are in pixel units.  */
+    naedist = numaCreate(n / 2 + 1);
+    naodist = numaCreate(n / 2);
+    numaGetFValue(nas, 0, &val);
+    for (i = 1; i < n; i++) {
+        numaGetFValue(nas, i, &newval);
+        if (i % 2)
+            numaAddNumber(naedist, newval - val);
+        else
+            numaAddNumber(naodist, newval - val);
+        val = newval;
+    }
+
+        /* The mindist and maxdist of the spans are in pixel units. */
+    numaGetMin(naedist, &mindist, NULL);
+    numaGetMin(naodist, &dist, NULL);
+    mindist = L_MIN(dist, mindist);
+    numaGetMax(naedist, &maxdist, NULL);
+    numaGetMax(naodist, &dist, NULL);
+    maxdist = L_MAX(dist, maxdist);
+    L_INFO("mindist = %7.3f, maxdist = %7.3f\n", procName, mindist, maxdist);
+
+    if (pnaedist)
+        *pnaedist = naedist;
+    else
+        numaDestroy(&naedist);
+    if (pnaodist)
+        *pnaodist = naodist;
+    else
+        numaDestroy(&naodist);
+    if (pmindist) *pmindist = mindist;
+    if (pmaxdist) *pmaxdist = maxdist;
+    return 0;
+}
+
+
+/*!
+ * \brief   numaLocatePeakRanges()
+ *
+ * \param[in]    nas        numa of histogram of crossing widths
+ * \param[in]    minfirst   min location of center of first peak
+ * \param[in]    minsep     min separation between peak range centers
+ * \param[in]    maxmin     max allowed value for min histo value between peaks
+ * \return  nad   ranges for each peak found, in pairs, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Units of %minsep are the index into nas.
+ *          This puts useful constraints on peak-finding.
+ *      (2) If maxmin == 0.0, the value of nas[i] must go to 0.0 (or less)
+ *          between peaks.
+ *      (3) All calculations are done in units of the index into nas.
+ *          The resulting ranges are therefore integers.
+ *      (4) The output nad gives pairs of range values for successive peaks.
+ *          Any location [i] for which maxmin = nas[i] = 0.0 will NOT be
+ *          included in a peak range.  This works fine for histograms where
+ *          if nas[i] == 0.0, it means that there are no samples at [i].
+ *      (5) For barcodes, when this is used on a histogram of barcode
+ *          widths, use maxmin = 0.0.  This requires that there is at
+ *          least one histogram bin corresponding to a width value between
+ *          adjacent peak ranges that is unpopulated, making the separation
+ *          of the histogram peaks unambiguous.
+ * 

+ */
+static NUMA *
+numaLocatePeakRanges(NUMA      *nas,
+                     l_float32  minfirst,
+                     l_float32  minsep,
+                     l_float32  maxmin)
+{
+l_int32    i, n, inpeak, left;
+l_float32  center, prevcenter, val;
+NUMA      *nad;
+
+    PROCNAME("numaLocatePeakRanges");
+
+    if (!nas)
+        return (NUMA *)ERROR_PTR("nas not defined", procName, NULL);
+    n = numaGetCount(nas);
+    nad = numaCreate(0);
+
+    inpeak = FALSE;
+    prevcenter = minfirst - minsep - 1.0;
+    for (i = 0; i < n; i++) {
+        numaGetFValue(nas, i, &val);
+        if (inpeak == FALSE && val > maxmin) {
+            inpeak = TRUE;
+            left = i;
+        } else if (inpeak == TRUE && val <= maxmin) {  /* end peak */
+            center = (left + i - 1.0) / 2.0;
+            if (center - prevcenter >= minsep) {  /* save new peak */
+                inpeak = FALSE;
+                numaAddNumber(nad, left);
+                numaAddNumber(nad, i - 1);
+                prevcenter = center;
+            } else {  /* attach to previous peak; revise the right edge */
+                numaSetValue(nad, numaGetCount(nad) - 1, i - 1);
+            }
+        }
+    }
+    if (inpeak == TRUE) {  /* save the last peak */
+        numaAddNumber(nad, left);
+        numaAddNumber(nad, n - 1);
+    }
+
+    return nad;
+}
+
+
+/*!
+ * \brief   numaGetPeakCentroids()
+ *
+ * \param[in]    nahist    numa of histogram of crossing widths
+ * \param[in]    narange   numa of ranges of x-values for the peaks in %nahist
+ * \return  nad   centroids for each peak found; max of 4, corresponding
+ *                to 4 different barcode line widths, or NULL on error
+ */
+static NUMA *
+numaGetPeakCentroids(NUMA  *nahist,
+                     NUMA  *narange)
+{
+l_int32    i, j, nr, low, high;
+l_float32  cent, sum, val;
+NUMA      *nad;
+
+    PROCNAME("numaGetPeakCentroids");
+
+    if (!nahist)
+        return (NUMA *)ERROR_PTR("nahist not defined", procName, NULL);
+    if (!narange)
+        return (NUMA *)ERROR_PTR("narange not defined", procName, NULL);
+    nr = numaGetCount(narange) / 2;
+
+    nad = numaCreate(4);
+    for (i = 0; i < nr; i++) {
+        numaGetIValue(narange, 2 * i, &low);
+        numaGetIValue(narange, 2 * i + 1, &high);
+        cent = 0.0;
+        sum = 0.0;
+        for (j = low; j <= high; j++) {
+            numaGetFValue(nahist, j, &val);
+            cent += j * val;
+            sum += val;
+        }
+        numaAddNumber(nad, cent / sum);
+    }
+
+    return nad;
+}
+
+
+/*!
+ * \brief   numaGetPeakWidthLUT()
+ *
+ * \param[in]    narange   numa of x-val ranges for the histogram width peaks
+ * \param[in]    nacent    numa of centroids of each peak -- up to 4
+ * \return  nalut  lookup table from the width of a bar to one of the four
+ *                 integerized barcode units, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates the lookup table that maps from a sequence of widths
+ *          (in some units) to the integerized barcode units (1, 2, 3, 4),
+ *          which are the output integer widths between transitions.
+ *      (2) The smallest width can be lost in float roundoff.  To avoid
+ *          losing it, we expand the peak range of the smallest width.
+ * 

+ */
+static NUMA *
+numaGetPeakWidthLUT(NUMA  *narange,
+                    NUMA  *nacent)
+{
+l_int32     i, j, nc, low, high, imax;
+l_int32     assign[4];
+l_float32  *warray;
+l_float32   max, rat21, rat32, rat42;
+NUMA       *nalut;
+
+    PROCNAME("numaGetPeakWidthLUT");
+
+    if (!narange)
+        return (NUMA *)ERROR_PTR("narange not defined", procName, NULL);
+    if (!nacent)
+        return (NUMA *)ERROR_PTR("nacent not defined", procName, NULL);
+    nc = numaGetCount(nacent);  /* half the size of narange */
+    if (nc < 1 || nc > 4)
+        return (NUMA *)ERROR_PTR("nc must be 1, 2, 3, or 4", procName, NULL);
+
+        /* Check the peak centroids for consistency with bar widths.
+         * The third peak can correspond to a width of either 3 or 4.
+         * Use ratios 3/2 and 4/2 instead of 3/1 and 4/1 because the
+         * former are more stable and closer to the expected ratio.  */
+    if (nc > 1) {
+        warray = numaGetFArray(nacent, L_NOCOPY);
+        if (warray[0] == 0)
+            return (NUMA *)ERROR_PTR("first peak has width 0.0",
+                                     procName, NULL);
+        rat21 = warray[1] / warray[0];
+        if (rat21 < 1.5 || rat21 > 2.6)
+            L_WARNING("width ratio 2/1 = %f\n", procName, rat21);
+        if (nc > 2) {
+            rat32 = warray[2] / warray[1];
+            if (rat32 < 1.3 || rat32 > 2.25)
+                L_WARNING("width ratio 3/2 = %f\n", procName, rat32);
+        }
+        if (nc == 4) {
+            rat42 = warray[3] / warray[1];
+            if (rat42 < 1.7 || rat42 > 2.3)
+                L_WARNING("width ratio 4/2 = %f\n", procName, rat42);
+        }
+    }
+
+        /* Set width assignments.
+         * The only possible ambiguity is with nc = 3 */
+    for (i = 0; i < 4; i++)
+        assign[i] = i + 1;
+    if (nc == 3) {
+        if (rat32 > 1.75)
+            assign[2] = 4;
+    }
+
+        /* Put widths into the LUT */
+    numaGetMax(narange, &max, NULL);
+    imax = (l_int32)max;
+    nalut = numaCreate(imax + 1);
+    numaSetCount(nalut, imax + 1);  /* fill the array with zeroes */
+    for (i = 0; i < nc; i++) {
+        numaGetIValue(narange, 2 * i, &low);
+        if (i == 0) low--;  /* catch smallest width */
+        numaGetIValue(narange, 2 * i + 1, &high);
+        for (j = low; j <= high; j++)
+            numaSetValue(nalut, j, assign[i]);
+    }
+
+    return nalut;
+}
+
+
+/*!
+ * \brief   numaQuantizeCrossingsByWindow()
+ *
+ * \param[in]    nas         numa of crossing locations
+ * \param[in]    ratio       of max window size over min window size in search;
+ *                           typ. 2.0
+ * \param[out]   pwidth      [optional] best window width
+ * \param[out]   pfirstloc   [optional] center of window for first xing
+ * \param[out]   pnac        [optional] array of window crossings (0, 1, 2)
+ * \param[in]    debugflag   1 to generate various plots of intermediate results
+ * \return  nad   sequence of widths, in unit sizes, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The minimum size of the window is set by the minimum
+ *          distance between zero crossings.
+ *      (2) The optional return signal %nac is a sequence of 0s, 1s,
+ *          and perhaps a few 2s, giving the number of crossings in each window.
+ *          On the occasion where there is a '2', it is interpreted as
+ *          ending two runs: the previous one and another one that has length 1.
+ * 

+ */
+NUMA *
+numaQuantizeCrossingsByWindow(NUMA       *nas,
+                              l_float32   ratio,
+                              l_float32  *pwidth,
+                              l_float32  *pfirstloc,
+                              NUMA      **pnac,
+                              l_int32     debugflag)
+{
+l_int32    i, nw, started, count, trans;
+l_float32  minsize, minwidth, minshift, xfirst;
+NUMA      *nac, *nad;
+
+    PROCNAME("numaQuantizeCrossingsByWindow");
+
+    if (!nas)
+        return (NUMA *)ERROR_PTR("nas not defined", procName, NULL);
+    if (numaGetCount(nas) < 2)
+        return (NUMA *)ERROR_PTR("nas size < 2", procName, NULL);
+
+        /* Get the minsize, which is needed for the search for
+         * the window width (ultimately found as 'minwidth') */
+    numaGetCrossingDistances(nas, NULL, NULL, &minsize, NULL);
+
+        /* Compute the width and shift increments; start at minsize
+         * and go up to ratio * minsize  */
+    numaEvalBestWidthAndShift(nas, 100, 10, minsize, ratio * minsize,
+                              &minwidth, &minshift, NULL);
+
+        /* Refine width and shift calculation */
+    numaEvalBestWidthAndShift(nas, 100, 10, 0.98 * minwidth, 1.02 * minwidth,
+                              &minwidth, &minshift, NULL);
+
+    L_INFO("best width = %7.3f, best shift = %7.3f\n",
+           procName, minwidth, minshift);
+
+        /* Get the crossing array (0,1,2) for the best window width and shift */
+    numaEvalSyncError(nas, 0, 0, minwidth, minshift, NULL, &nac);
+    if (pwidth) *pwidth = minwidth;
+    if (pfirstloc) {
+        numaGetFValue(nas, 0, &xfirst);
+        *pfirstloc = xfirst + minshift;
+    }
+
+        /* Get the array of bar widths, starting with a black bar  */
+    nad = numaCreate(0);
+    nw = numaGetCount(nac);  /* number of window measurements */
+    started = FALSE;
+    count = 0;  /* unnecessary init */
+    for (i = 0; i < nw; i++) {
+        numaGetIValue(nac, i, &trans);
+        if (trans > 2)
+            L_WARNING("trans = %d > 2 !!!\n", procName, trans);
+        if (started) {
+            if (trans > 1) {  /* i.e., when trans == 2 */
+                numaAddNumber(nad, count);
+                trans--;
+                count = 1;
+            }
+            if (trans == 1) {
+                numaAddNumber(nad, count);
+                count = 1;
+            } else {
+                count++;
+            }
+        }
+        if (!started && trans) {
+            started = TRUE;
+            if (trans == 2)  /* a whole bar in this window */
+                numaAddNumber(nad, 1);
+            count = 1;
+        }
+    }
+
+    if (pnac)
+        *pnac = nac;
+    else
+        numaDestroy(&nac);
+    return nad;
+}
+
+
+/*!
+ * \brief   numaEvalBestWidthAndShift()
+ *
+ * \param[in]    nas          numa of crossing locations
+ * \param[in]    nwidth       number of widths to consider
+ * \param[in]    nshift       number of shifts to consider for each width
+ * \param[in]    minwidth     smallest width to consider
+ * \param[in]    maxwidth     largest width to consider
+ * \param[out]   pbestwidth   best size of window
+ * \param[out]   pbestshift   best shift for the window
+ * \param[out]   pbestscore   [optional] average squared error of dist
+ *                            of crossing signal from the center of the window
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a linear sweep of widths, evaluating at %nshift
+ *          shifts for each width, finding the (width, shift) pair that
+ *          gives the minimum score.
+ * 

+ */
+static l_int32
+numaEvalBestWidthAndShift(NUMA       *nas,
+                          l_int32     nwidth,
+                          l_int32     nshift,
+                          l_float32   minwidth,
+                          l_float32   maxwidth,
+                          l_float32  *pbestwidth,
+                          l_float32  *pbestshift,
+                          l_float32  *pbestscore)
+{
+l_int32    i, j;
+l_float32  delwidth, delshift, width, shift, score;
+l_float32  bestwidth, bestshift, bestscore;
+
+    PROCNAME("numaEvalBestWidthAndShift");
+
+    if (!nas)
+        return ERROR_INT("nas not defined", procName, 1);
+    if (!pbestwidth || !pbestshift)
+        return ERROR_INT("&bestwidth and &bestshift not defined", procName, 1);
+
+    bestwidth = 0.0f;
+    bestshift = 0.0f;
+    bestscore = 1.0;
+    delwidth = (maxwidth - minwidth) / (nwidth - 1.0);
+    for (i = 0; i < nwidth; i++) {
+        width = minwidth + delwidth * i;
+        delshift = width / (l_float32)(nshift);
+        for (j = 0; j < nshift; j++) {
+            shift = -0.5 * (width - delshift) + j * delshift;
+            numaEvalSyncError(nas, 0, 0, width, shift, &score, NULL);
+            if (score < bestscore) {
+                bestscore = score;
+                bestwidth = width;
+                bestshift = shift;
+#if  DEBUG_FREQUENCY
+                fprintf(stderr, "width = %7.3f, shift = %7.3f, score = %7.3f\n",
+                        width, shift, score);
+#endif  /* DEBUG_FREQUENCY */
+            }
+        }
+    }
+
+    *pbestwidth = bestwidth;
+    *pbestshift = bestshift;
+    if (pbestscore)
+        *pbestscore = bestscore;
+    return 0;
+}
+
+
+/*!
+ * \brief   numaEvalSyncError()
+ *
+ * \param[in]    nas      numa of crossing locations
+ * \param[in]    ifirst   first crossing to use
+ * \param[in]    ilast    last crossing to use; use 0 for all crossings
+ * \param[in]    width    size of window
+ * \param[in]    shift    of center of window w/rt first crossing
+ * \param[out]   pscore   [optional] average squared error of dist
+ *                        of crossing signal from the center of the window
+ * \param[out]   pnad     [optional] numa of 1s and 0s for crossings
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The score is computed only on the part of the signal from the
+ *          %ifirst to %ilast crossings.  Use 0 for both of these to
+ *          use all the crossings.  The score is normalized for
+ *          the number of crossings and with half-width of the window.
+ *      (2) The optional return %nad is a sequence of 0s and 1s, where a '1'
+ *          indicates a crossing in the window.
+ * 

+ */
+static l_int32
+numaEvalSyncError(NUMA       *nas,
+                  l_int32     ifirst,
+                  l_int32     ilast,
+                  l_float32   width,
+                  l_float32   shift,
+                  l_float32  *pscore,
+                  NUMA      **pnad)
+{
+l_int32    i, n, nc, nw, ival;
+l_int32    iw;  /* cell in which transition occurs */
+l_float32  score, xfirst, xlast, xleft, xc, xwc;
+NUMA      *nad;
+
+    PROCNAME("numaEvalSyncError");
+
+    if (!nas)
+        return ERROR_INT("nas not defined", procName, 1);
+    if ((n = numaGetCount(nas)) < 2)
+        return ERROR_INT("nas size < 2", procName, 1);
+    if (ifirst < 0) ifirst = 0;
+    if (ilast <= 0) ilast = n - 1;
+    if (ifirst >= ilast)
+        return ERROR_INT("ifirst not < ilast", procName, 1);
+    nc = ilast - ifirst + 1;
+
+        /* Set up an array corresponding to the (shifted) windows,
+         * and fill in the crossings. */
+    score = 0.0;
+    numaGetFValue(nas, ifirst, &xfirst);
+    numaGetFValue(nas, ilast, &xlast);
+    nw = (l_int32) ((xlast - xfirst + 2.0 * width) / width);
+    nad = numaCreate(nw);
+    numaSetCount(nad, nw);  /* init to all 0.0 */
+    xleft = xfirst - width / 2.0 + shift;  /* left edge of first window */
+    for (i = ifirst; i <= ilast; i++) {
+        numaGetFValue(nas, i, &xc);
+        iw = (l_int32)((xc - xleft) / width);
+        xwc = xleft + (iw + 0.5) * width;  /* center of cell iw */
+        score += (xwc - xc) * (xwc - xc);
+        numaGetIValue(nad, iw, &ival);
+        numaSetValue(nad, iw, ival + 1);
+    }
+
+    if (pscore)
+        *pscore = 4.0 * score / (width * width * (l_float32)nc);
+    if (pnad)
+        *pnad = nad;
+    else
+        numaDestroy(&nad);
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/readbarcode.h b/3rdparty/hgOCR/leptonica/readbarcode.h
new file mode 100644
index 00000000..358ff4e5
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/readbarcode.h
@@ -0,0 +1,239 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_READBARCODE_H
+#define  LEPTONICA_READBARCODE_H
+
+    /* ----------------------------------------------------------------- *
+     *            Flags for method of extracting barcode widths          *
+     * ----------------------------------------------------------------- */
+
+/*! Barcode Method */
+enum {
+    L_USE_WIDTHS = 1,     /*!< use histogram of barcode widths           */
+    L_USE_WINDOWS = 2     /*!< find best window for decoding transitions */
+};
+
+    /* ----------------------------------------------------------------- *
+     *                     Flags for barcode formats                     *
+     * These are used both to identify a barcode format and to identify  *
+     * the decoding method to use on a barcode.                          *
+     * ----------------------------------------------------------------- */
+
+/*! Barcode Format */
+enum {
+    L_BF_UNKNOWN = 0,     /*!< unknown format                            */
+    L_BF_ANY = 1,         /*!< try decoding with all known formats       */
+    L_BF_CODE128 = 2,     /*!< decode with Code128 format                */
+    L_BF_EAN8 = 3,        /*!< decode with EAN8 format                   */
+    L_BF_EAN13 = 4,       /*!< decode with EAN13 format                  */
+    L_BF_CODE2OF5 = 5,    /*!< decode with Code 2 of 5 format            */
+    L_BF_CODEI2OF5 = 6,   /*!< decode with Interleaved 2 of 5 format     */
+    L_BF_CODE39 = 7,      /*!< decode with Code39 format                 */
+    L_BF_CODE93 = 8,      /*!< decode with Code93 format                 */
+    L_BF_CODABAR = 9,     /*!< decode with Code93 format                 */
+    L_BF_UPCA = 10        /*!< decode with UPC A format                  */
+};
+
+    /* ----------------------------------------------------------------- *
+     *                  Currently supported formats                      *
+     *            Update these arrays as new formats are added.          *
+     * ----------------------------------------------------------------- */
+
+/*! Currently supported formats */
+static const l_int32  SupportedBarcodeFormat[] = {
+    L_BF_CODE2OF5,
+    L_BF_CODEI2OF5,
+    L_BF_CODE93,
+    L_BF_CODE39,
+    L_BF_CODABAR,
+    L_BF_UPCA,
+    L_BF_EAN13
+};
+
+/*! Currently supported format names */
+static const char  *SupportedBarcodeFormatName[] = {
+    "Code2of5",
+    "CodeI2of5",
+    "Code93",
+    "Code39",
+    "Codabar",
+    "Upca",
+    "Ean13"
+};
+static const l_int32  NumSupportedBarcodeFormats = 7; /*!< Number of formats */
+
+
+    /* ----------------------------------------------------------------- *
+     *                       Code 2 of 5 symbology                       *
+     * ----------------------------------------------------------------- */
+static const char *Code2of5[] = {
+    "111121211", "211111112", "112111112", "212111111",   /* 0 - 3 */
+    "111121112", "211121111", "112121111", "111111212",   /* 4 - 7 */
+    "211111211", "112111211",                             /* 8 - 9 */
+    "21211", "21112"                                      /* Start, Stop */
+};
+
+static const l_int32  C25_START = 10;
+static const l_int32  C25_STOP =  11;
+
+
+    /* ----------------------------------------------------------------- *
+     *                Code Interleaved 2 of 5 symbology                  *
+     * ----------------------------------------------------------------- */
+static const char *CodeI2of5[] = {
+    "11221", "21112", "12112", "22111", "11212",    /*  0 - 4 */
+    "21211", "12211", "11122", "21121", "12121",    /*  5 - 9 */
+    "1111", "211"                                   /*  start, stop */
+};
+
+static const l_int32  CI25_START = 10;
+static const l_int32  CI25_STOP =  11;
+
+
+    /* ----------------------------------------------------------------- *
+     *                         Code 93 symbology                         *
+     * ----------------------------------------------------------------- */
+static const char *Code93[] = {
+    "131112", "111213", "111312", "111411", "121113", /* 0: 0 - 4 */
+    "121212", "121311", "111114", "131211", "141111", /* 5: 5 - 9 */
+    "211113", "211212", "211311", "221112", "221211", /* 10: A - E */
+    "231111", "112113", "112212", "112311", "122112", /* 15: F - J */
+    "132111", "111123", "111222", "111321", "121122", /* 20: K - O */
+    "131121", "212112", "212211", "211122", "211221", /* 25: P - T */
+    "221121", "222111", "112122", "112221", "122121", /* 30: U - Y */
+    "123111", "121131", "311112", "311211", "321111", /* 35: Z,-,.,SP,$ */
+    "112131", "113121", "211131", "131221", "312111", /* 40: /,+,%,($),(%) */
+    "311121", "122211", "111141"                      /* 45: (/),(+), Start */
+};
+
+    /* Use "[]{}#" to represent special codes 43-47 */
+static const char Code93Val[] =
+    "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ-. $/+%[]{}#";
+
+static const l_int32  C93_START = 47;
+static const l_int32  C93_STOP =  47;
+
+
+    /* ----------------------------------------------------------------- *
+     *                         Code 39 symbology                         *
+     * ----------------------------------------------------------------- */
+static const char *Code39[] = {
+    "111221211", "211211112", "112211112", "212211111",  /* 0: 0 - 3      */
+    "111221112", "211221111", "112221111", "111211212",  /* 4: 4 - 7      */
+    "211211211", "112211211", "211112112", "112112112",  /* 8: 8 - B      */
+    "212112111", "111122112", "211122111", "112122111",  /* 12: C - F     */
+    "111112212", "211112211", "112112211", "111122211",  /* 16: G - J     */
+    "211111122", "112111122", "212111121", "111121122",  /* 20: K - N     */
+    "211121121", "112121121", "111111222", "211111221",  /* 24: O - R     */
+    "112111221", "111121221", "221111112", "122111112",  /* 28: S - V     */
+    "222111111", "121121112", "221121111", "122121111",  /* 32: W - Z     */
+    "121111212", "221111211", "122111211", "121212111",  /* 36: -,.,SP,$  */
+    "121211121", "121112121", "111212121", "121121211"   /* 40: /,+,%,*   */
+};
+
+    /* Use "*" to represent the Start and Stop codes (43) */
+static const char Code39Val[] =
+    "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ-. $/+%*";
+
+static const l_int32  C39_START = 43;
+static const l_int32  C39_STOP =  43;
+
+
+    /* ----------------------------------------------------------------- *
+     *                         Codabar symbology                         *
+     * ----------------------------------------------------------------- */
+static const char *Codabar[] = {
+    "1111122", "1111221", "1112112", "2211111", "1121121", /* 0: 0 - 4      */
+    "2111121", "1211112", "1211211", "1221111", "2112111", /* 5: 5 - 9      */
+    "1112211", "1122111", "2111212", "2121112", "2121211", /* 10: -,$,:,/,. */
+    "1121212", "1122121", "1212112", "1112122", "1112221"  /* 15: +,A,B,C,D */
+};
+
+    /* Ascii representations for codes 16-19: (A or T), (B or N), (C or *),
+     * (D or E).  These are used in pairs for the Start and Stop codes. */
+static const char CodabarVal[] = "0123456789-$:/.+ABCD";
+
+
+    /* ----------------------------------------------------------------- *
+     *                          UPC-A symbology                          *
+     * ----------------------------------------------------------------- */
+static const char *Upca[] = {
+    "3211", "2221", "2122", "1411", "1132",  /* 0: 0 - 4              */
+    "1231", "1114", "1312", "1213", "3112",  /* 5: 5 - 9              */
+    "111", "111", "11111"                    /* 10: Start, Stop, Mid  */
+};
+
+static const l_int32  UPCA_START = 10;
+static const l_int32  UPCA_STOP =  11;
+static const l_int32  UPCA_MID =   12;
+
+
+    /* ----------------------------------------------------------------- *
+     *                         Code128 symbology                         *
+     * ----------------------------------------------------------------- */
+static const char *Code128[] = {
+    "212222", "222122", "222221", "121223", "121322",    /*  0 - 4 */
+    "131222", "122213", "122312", "132212", "221213",    /*  5 - 9 */
+    "221312", "231212", "112232", "122132", "122231",    /* 10 - 14 */
+    "113222", "123122", "123221", "223211", "221132",    /* 15 - 19 */
+    "221231", "213212", "223112", "312131", "311222",    /* 20 - 24 */
+    "321122", "321221", "312212", "322112", "322211",    /* 25 - 29 */
+    "212123", "212321", "232121", "111323", "131123",    /* 30 - 34 */
+    "131321", "112313", "132113", "132311", "211313",    /* 35 - 39 */
+    "231113", "231311", "112133", "112331", "132131",    /* 40 - 44 */
+    "113123", "113321", "133121", "313121", "211331",    /* 45 - 49 */
+    "231131", "213113", "213311", "213131", "311123",    /* 50 - 54 */
+    "311321", "331121", "312113", "312311", "332111",    /* 55 - 59 */
+    "314111", "221411", "431111", "111224", "111422",    /* 60 - 64 */
+    "121124", "121421", "141122", "141221", "112214",    /* 65 - 69 */
+    "112412", "122114", "122411", "142112", "142211",    /* 70 - 74 */
+    "241211", "221114", "413111", "241112", "134111",    /* 75 - 79 */
+    "111242", "121142", "121241", "114212", "124112",    /* 80 - 84 */
+    "124211", "411212", "421112", "421211", "212141",    /* 85 - 89 */
+    "214121", "412121", "111143", "111341", "131141",    /* 90 - 94 */
+    "114113", "114311", "411113", "411311", "113141",    /* 95 - 99 */
+    "114131", "311141", "411131", "211412", "211214",    /* 100 - 104 */
+    "211232", "2331112"                                  /* 105 - 106 */
+};
+
+static const l_int32  C128_FUN_3 =    96;   /* in A or B only; in C it is 96 */
+static const l_int32  C128_FUNC_2 =   97;   /* in A or B only; in C it is 97 */
+static const l_int32  C128_SHIFT =    98;   /* in A or B only; in C it is 98 */
+static const l_int32  C128_GOTO_C =   99;   /* in A or B only; in C it is 99 */
+static const l_int32  C128_GOTO_B =  100;
+static const l_int32  C128_GOTO_A =  101;
+static const l_int32  C128_FUNC_1 =  102;
+static const l_int32  C128_START_A = 103;
+static const l_int32  C128_START_B = 104;
+static const l_int32  C128_START_C = 105;
+static const l_int32  C128_STOP =    106;
+    /* code 128 symbols are 11 units */
+static const l_int32  C128_SYMBOL_WIDTH = 11;
+
+
+
+#endif  /* LEPTONICA_READBARCODE_H */
diff --git a/3rdparty/hgOCR/leptonica/readfile.c b/3rdparty/hgOCR/leptonica/readfile.c
new file mode 100644
index 00000000..53dda86b
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/readfile.c
@@ -0,0 +1,1627 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file readfile.c:  reads image on file into memory
+ * 
+ *
+ *      Top-level functions for reading images from file
+ *           PIXA      *pixaReadFiles()
+ *           PIXA      *pixaReadFilesSA()
+ *           PIX       *pixRead()
+ *           PIX       *pixReadWithHint()
+ *           PIX       *pixReadIndexed()
+ *           PIX       *pixReadStream()
+ *
+ *      Read header information from file
+ *           l_int32    pixReadHeader()
+ *
+ *      Format finders
+ *           l_int32    findFileFormat()
+ *           l_int32    findFileFormatStream()
+ *           l_int32    findFileFormatBuffer()
+ *           l_int32    fileFormatIsTiff()
+ *
+ *      Read from memory
+ *           PIX       *pixReadMem()
+ *           l_int32    pixReadHeaderMem()
+ *
+ *      Output image file information
+ *           void       writeImageFileInfo()
+ *
+ *      Test function for I/O with different formats
+ *           l_int32    ioFormatTest()
+ *
+ *  Supported file formats:
+ *  (1) Reading is supported without any external libraries:
+ *          bmp
+ *          pnm   (including pbm, pgm, etc)
+ *          spix  (raw serialized)
+ *  (2) Reading is supported with installation of external libraries:
+ *          png
+ *          jpg   (standard jfif version)
+ *          tiff  (including most varieties of compression)
+ *          gif
+ *          webp
+ *          jp2 (jpeg 2000)
+ *  (3) Other file types will get an "unknown format" error.
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include 
+#include "allheaders.h"
+
+    /* Output files for ioFormatTest(). */
+static const char *FILE_BMP  =  "/tmp/lept/format/file.bmp";
+static const char *FILE_PNG  =  "/tmp/lept/format/file.png";
+static const char *FILE_PNM  =  "/tmp/lept/format/file.pnm";
+static const char *FILE_G3   =  "/tmp/lept/format/file_g3.tif";
+static const char *FILE_G4   =  "/tmp/lept/format/file_g4.tif";
+static const char *FILE_RLE  =  "/tmp/lept/format/file_rle.tif";
+static const char *FILE_PB   =  "/tmp/lept/format/file_packbits.tif";
+static const char *FILE_LZW  =  "/tmp/lept/format/file_lzw.tif";
+static const char *FILE_ZIP  =  "/tmp/lept/format/file_zip.tif";
+static const char *FILE_TIFF_JPEG =  "/tmp/lept/format/file_jpeg.tif";
+static const char *FILE_TIFF =  "/tmp/lept/format/file.tif";
+static const char *FILE_JPG  =  "/tmp/lept/format/file.jpg";
+static const char *FILE_GIF  =  "/tmp/lept/format/file.gif";
+static const char *FILE_WEBP =  "/tmp/lept/format/file.webp";
+static const char *FILE_JP2K =  "/tmp/lept/format/file.jp2";
+
+static const unsigned char JP2K_CODESTREAM[4] = { 0xff, 0x4f, 0xff, 0x51 };
+static const unsigned char JP2K_IMAGE_DATA[12] = { 0x00, 0x00, 0x00, 0x0C,
+                                                   0x6A, 0x50, 0x20, 0x20,
+                                                   0x0D, 0x0A, 0x87, 0x0A };
+
+
+/*---------------------------------------------------------------------*
+ *          Top-level functions for reading images from file           *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaReadFiles()
+ *
+ * \param[in]    dirname
+ * \param[in]    substr   [optional] substring filter on filenames; can be null
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) %dirname is the full path for the directory.
+ *      (2) %substr is the part of the file name (excluding
+ *          the directory) that is to be matched.  All matching
+ *          filenames are read into the Pixa.  If substr is NULL,
+ *          all filenames are read into the Pixa.
+ * 

+ */
+PIXA *
+pixaReadFiles(const char  *dirname,
+              const char  *substr)
+{
+PIXA    *pixa;
+SARRAY  *sa;
+
+    PROCNAME("pixaReadFiles");
+
+    if (!dirname)
+        return (PIXA *)ERROR_PTR("dirname not defined", procName, NULL);
+
+    if ((sa = getSortedPathnamesInDirectory(dirname, substr, 0, 0)) == NULL)
+        return (PIXA *)ERROR_PTR("sa not made", procName, NULL);
+
+    pixa = pixaReadFilesSA(sa);
+    sarrayDestroy(&sa);
+    return pixa;
+}
+
+
+/*!
+ * \brief   pixaReadFilesSA()
+ *
+ * \param[in]    sa     full pathnames for all files
+ * \return  pixa, or NULL on error
+ */
+PIXA *
+pixaReadFilesSA(SARRAY  *sa)
+{
+char    *str;
+l_int32  i, n;
+PIX     *pix;
+PIXA    *pixa;
+
+    PROCNAME("pixaReadFilesSA");
+
+    if (!sa)
+        return (PIXA *)ERROR_PTR("sa not defined", procName, NULL);
+
+    n = sarrayGetCount(sa);
+    pixa = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        if ((pix = pixRead(str)) == NULL) {
+            L_WARNING("pix not read from file %s\n", procName, str);
+            continue;
+        }
+        pixaAddPix(pixa, pix, L_INSERT);
+    }
+
+    return pixa;
+}
+
+
+/*!
+ * \brief   pixRead()
+ *
+ * \param[in]    filename    with full pathname or in local directory
+ * \return  pix if OK; NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See at top of file for supported formats.
+ * 

+ */
+PIX *
+pixRead(const char  *filename)
+{
+FILE  *fp;
+PIX   *pix;
+
+    PROCNAME("pixRead");
+
+    if (!filename)
+        return (PIX *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL) {
+        L_ERROR("image file not found: %s\n", procName, filename);
+        return NULL;
+    }
+    pix = pixReadStream(fp, 0);
+    fclose(fp);
+    if (!pix)
+        return (PIX *)ERROR_PTR("pix not read", procName, NULL);
+    return pix;
+}
+
+
+/*!
+ * \brief   pixReadWithHint()
+ *
+ * \param[in]    filename    with full pathname or in local directory
+ * \param[in]    hint        bitwise OR of L_HINT_* values for jpeg;
+ *                           use 0 for no hint
+ * \return  pix if OK; NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The hint is not binding, but may be used to optimize jpeg decoding.
+ *          Use 0 for no hinting.
+ * 

+ */
+PIX *
+pixReadWithHint(const char  *filename,
+                l_int32      hint)
+{
+FILE  *fp;
+PIX   *pix;
+
+    PROCNAME("pixReadWithHint");
+
+    if (!filename)
+        return (PIX *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (PIX *)ERROR_PTR("image file not found", procName, NULL);
+    pix = pixReadStream(fp, hint);
+    fclose(fp);
+
+    if (!pix)
+        return (PIX *)ERROR_PTR("image not returned", procName, NULL);
+    return pix;
+}
+
+
+/*!
+ * \brief   pixReadIndexed()
+ *
+ * \param[in]    sa      string array of full pathnames
+ * \param[in]    index   into pathname array
+ * \return  pix if OK; null if not found
+ *
+ * 
+ * Notes:
+ *      (1) This function is useful for selecting image files from a
+ *          directory, where the integer %index is embedded into
+ *          the file name.
+ *      (2) This is typically done by generating the sarray using
+ *          getNumberedPathnamesInDirectory(), so that the %index
+ *          pathname would have the number %index in it.  The size
+ *          of the sarray should be the largest number (plus 1) appearing
+ *          in the file names, respecting the constraints in the
+ *          call to getNumberedPathnamesInDirectory().
+ *      (3) Consequently, for some indices into the sarray, there may
+ *          be no pathnames in the directory containing that number.
+ *          By convention, we place empty C strings ("") in those
+ *          locations in the sarray, and it is not an error if such
+ *          a string is encountered and no pix is returned.
+ *          Therefore, the caller must verify that a pix is returned.
+ *      (4) See convertSegmentedPagesToPS() in src/psio1.c for an
+ *          example of usage.
+ * 

+ */
+PIX *
+pixReadIndexed(SARRAY  *sa,
+               l_int32  index)
+{
+char    *fname;
+l_int32  n;
+PIX     *pix;
+
+    PROCNAME("pixReadIndexed");
+
+    if (!sa)
+        return (PIX *)ERROR_PTR("sa not defined", procName, NULL);
+    n = sarrayGetCount(sa);
+    if (index < 0 || index >= n)
+        return (PIX *)ERROR_PTR("index out of bounds", procName, NULL);
+
+    fname = sarrayGetString(sa, index, L_NOCOPY);
+    if (fname[0] == '\0')
+        return NULL;
+
+    if ((pix = pixRead(fname)) == NULL) {
+        L_ERROR("pix not read from file %s\n", procName, fname);
+        return NULL;
+    }
+
+    return pix;
+}
+
+
+/*!
+ * \brief   pixReadStream()
+ *
+ * \param[in]    fp      file stream
+ * \param[in]    hint    bitwise OR of L_HINT_* values for jpeg; 0 for no hint
+ * \return  pix if OK; NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The hint only applies to jpeg.
+ * 

+ */
+PIX *
+pixReadStream(FILE    *fp,
+              l_int32  hint)
+{
+l_int32   format, ret, valid;
+l_uint8  *comment;
+PIX      *pix;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixReadStream");
+
+    if (!fp)
+        return (PIX *)ERROR_PTR("stream not defined", procName, NULL);
+    pix = NULL;
+
+    findFileFormatStream(fp, &format);
+    switch (format)
+    {
+    case IFF_BMP:
+        if ((pix = pixReadStreamBmp(fp)) == NULL )
+            return (PIX *)ERROR_PTR( "bmp: no pix returned", procName, NULL);
+        break;
+
+    case IFF_JFIF_JPEG:
+        if ((pix = pixReadStreamJpeg(fp, 0, 1, NULL, hint)) == NULL)
+            return (PIX *)ERROR_PTR( "jpeg: no pix returned", procName, NULL);
+        ret = fgetJpegComment(fp, &comment);
+        if (!ret && comment)
+            pixSetText(pix, (char *)comment);
+        LEPT_FREE(comment);
+        break;
+
+    case IFF_PNG:
+        if ((pix = pixReadStreamPng(fp)) == NULL)
+            return (PIX *)ERROR_PTR("png: no pix returned", procName, NULL);
+        break;
+
+    case IFF_TIFF:
+    case IFF_TIFF_PACKBITS:
+    case IFF_TIFF_RLE:
+    case IFF_TIFF_G3:
+    case IFF_TIFF_G4:
+    case IFF_TIFF_LZW:
+    case IFF_TIFF_ZIP:
+    case IFF_TIFF_JPEG:
+        if ((pix = pixReadStreamTiff(fp, 0)) == NULL)  /* page 0 by default */
+            return (PIX *)ERROR_PTR("tiff: no pix returned", procName, NULL);
+        break;
+
+    case IFF_PNM:
+        if ((pix = pixReadStreamPnm(fp)) == NULL)
+            return (PIX *)ERROR_PTR("pnm: no pix returned", procName, NULL);
+        break;
+
+    case IFF_GIF:
+        if ((pix = pixReadStreamGif(fp)) == NULL)
+            return (PIX *)ERROR_PTR("gif: no pix returned", procName, NULL);
+        break;
+
+    case IFF_JP2:
+        if ((pix = pixReadStreamJp2k(fp, 1, NULL, 0, 0)) == NULL)
+            return (PIX *)ERROR_PTR("jp2: no pix returned", procName, NULL);
+        break;
+
+    case IFF_WEBP:
+        if ((pix = pixReadStreamWebP(fp)) == NULL)
+            return (PIX *)ERROR_PTR("webp: no pix returned", procName, NULL);
+        break;
+
+    case IFF_PS:
+        L_ERROR("PostScript reading is not supported\n", procName);
+        return NULL;
+
+    case IFF_LPDF:
+        L_ERROR("Pdf reading is not supported\n", procName);
+        return NULL;
+
+    case IFF_SPIX:
+        if ((pix = pixReadStreamSpix(fp)) == NULL)
+            return (PIX *)ERROR_PTR("spix: no pix returned", procName, NULL);
+        break;
+
+    case IFF_UNKNOWN:
+        return (PIX *)ERROR_PTR( "Unknown format: no pix returned",
+                procName, NULL);
+        break;
+    }
+
+    if (pix) {
+        pixSetInputFormat(pix, format);
+        if ((cmap = pixGetColormap(pix))) {
+            pixcmapIsValid(cmap, &valid);
+            if (!valid) {
+                pixDestroy(&pix);
+                return (PIX *)ERROR_PTR("invalid colormap", procName, NULL);
+            }
+        }
+    }
+    return pix;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                     Read header information from file               *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadHeader()
+ *
+ * \param[in]    filename    with full pathname or in local directory
+ * \param[out]   pformat     [optional] file format
+ * \param[out]   pw, ph      [optional] width and height
+ * \param[out]   pbps        [optional] bits/sample
+ * \param[out]   pspp        [optional] samples/pixel 1, 3 or 4
+ * \param[out]   piscmap     [optional] 1 if cmap exists; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This reads the actual headers for jpeg, png, tiff and pnm.
+ *          For bmp and gif, we cheat and read the entire file into a pix,
+ *          from which we extract the "header" information.
+ * 

+ */
+l_ok
+pixReadHeader(const char  *filename,
+              l_int32     *pformat,
+              l_int32     *pw,
+              l_int32     *ph,
+              l_int32     *pbps,
+              l_int32     *pspp,
+              l_int32     *piscmap)
+{
+l_int32  format, ret, w, h, d, bps, spp, iscmap;
+l_int32  type;  /* ignored */
+FILE    *fp;
+PIX     *pix;
+
+    PROCNAME("pixReadHeader");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (piscmap) *piscmap = 0;
+    if (pformat) *pformat = 0;
+    iscmap = 0;  /* init to false */
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("image file not found", procName, 1);
+    findFileFormatStream(fp, &format);
+    fclose(fp);
+
+    switch (format)
+    {
+    case IFF_BMP:  /* cheating: reading the entire file */
+        if ((pix = pixRead(filename)) == NULL)
+            return ERROR_INT( "bmp: pix not read", procName, 1);
+        pixGetDimensions(pix, &w, &h, &d);
+        if (pixGetColormap(pix))
+            iscmap = 1;
+        pixDestroy(&pix);
+        bps = (d == 32) ? 8 : d;
+        spp = (d == 32) ? 3 : 1;
+        break;
+
+    case IFF_JFIF_JPEG:
+        ret = readHeaderJpeg(filename, &w, &h, &spp, NULL, NULL);
+        bps = 8;
+        if (ret)
+            return ERROR_INT( "jpeg: no header info returned", procName, 1);
+        break;
+
+    case IFF_PNG:
+        ret = readHeaderPng(filename, &w, &h, &bps, &spp, &iscmap);
+        if (ret)
+            return ERROR_INT( "png: no header info returned", procName, 1);
+        break;
+
+    case IFF_TIFF:
+    case IFF_TIFF_PACKBITS:
+    case IFF_TIFF_RLE:
+    case IFF_TIFF_G3:
+    case IFF_TIFF_G4:
+    case IFF_TIFF_LZW:
+    case IFF_TIFF_ZIP:
+    case IFF_TIFF_JPEG:
+            /* Reading page 0 by default; possibly redefine format */
+        ret = readHeaderTiff(filename, 0, &w, &h, &bps, &spp, NULL, &iscmap,
+                             &format);
+        if (ret)
+            return ERROR_INT( "tiff: no header info returned", procName, 1);
+        break;
+
+    case IFF_PNM:
+        ret = readHeaderPnm(filename, &w, &h, &d, &type, &bps, &spp);
+        if (ret)
+            return ERROR_INT( "pnm: no header info returned", procName, 1);
+        break;
+
+    case IFF_GIF:  /* cheating: reading the entire file */
+        if ((pix = pixRead(filename)) == NULL)
+            return ERROR_INT( "gif: pix not read", procName, 1);
+        pixGetDimensions(pix, &w, &h, &d);
+        pixDestroy(&pix);
+        iscmap = 1;  /* always colormapped; max 256 colors */
+        spp = 1;
+        bps = d;
+        break;
+
+    case IFF_JP2:
+        ret = readHeaderJp2k(filename, &w, &h, &bps, &spp);
+        break;
+
+    case IFF_WEBP:
+        if (readHeaderWebP(filename, &w, &h, &spp))
+            return ERROR_INT( "webp: no header info returned", procName, 1);
+        bps = 8;
+        break;
+
+    case IFF_PS:
+        if (pformat) *pformat = format;
+        return ERROR_INT("PostScript reading is not supported\n", procName, 1);
+
+    case IFF_LPDF:
+        if (pformat) *pformat = format;
+        return ERROR_INT("Pdf reading is not supported\n", procName, 1);
+
+    case IFF_SPIX:
+        ret = readHeaderSpix(filename, &w, &h, &bps, &spp, &iscmap);
+        if (ret)
+            return ERROR_INT( "spix: no header info returned", procName, 1);
+        break;
+
+    case IFF_UNKNOWN:
+        L_ERROR("unknown format in file %s\n", procName, filename);
+        return 1;
+        break;
+    }
+
+    if (pw) *pw = w;
+    if (ph) *ph = h;
+    if (pbps) *pbps = bps;
+    if (pspp) *pspp = spp;
+    if (piscmap) *piscmap = iscmap;
+    if (pformat) *pformat = format;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Format finders                           *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   findFileFormat()
+ *
+ * \param[in]    filename
+ * \param[out]   pformat    found format
+ * \return  0 if OK, 1 on error or if format is not recognized
+ */
+l_ok
+findFileFormat(const char  *filename,
+               l_int32     *pformat)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("findFileFormat");
+
+    if (!pformat)
+        return ERROR_INT("&format not defined", procName, 1);
+    *pformat = IFF_UNKNOWN;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("image file not found", procName, 1);
+    ret = findFileFormatStream(fp, pformat);
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   findFileFormatStream()
+ *
+ * \param[in]    fp        file stream
+ * \param[out]   pformat   found format
+ * \return  0 if OK, 1 on error or if format is not recognized
+ *
+ * 
+ * Notes:
+ *      (1) Important: Side effect -- this resets fp to BOF.
+ * 

+ */
+l_ok
+findFileFormatStream(FILE     *fp,
+                     l_int32  *pformat)
+{
+l_uint8  firstbytes[12];
+l_int32  format;
+
+    PROCNAME("findFileFormatStream");
+
+    if (!pformat)
+        return ERROR_INT("&format not defined", procName, 1);
+    *pformat = IFF_UNKNOWN;
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+
+    rewind(fp);
+    if (fnbytesInFile(fp) < 12)
+        return ERROR_INT("truncated file", procName, 1);
+
+    if (fread(&firstbytes, 1, 12, fp) != 12)
+        return ERROR_INT("failed to read first 12 bytes of file", procName, 1);
+    rewind(fp);
+
+    findFileFormatBuffer(firstbytes, &format);
+    if (format == IFF_TIFF) {
+        findTiffCompression(fp, &format);
+        rewind(fp);
+    }
+    *pformat = format;
+    if (format == IFF_UNKNOWN)
+        return 1;
+    else
+        return 0;
+}
+
+
+/*!
+ * \brief   findFileFormatBuffer()
+ *
+ * \param[in]    buf       byte buffer at least 12 bytes in size; we can't check
+ * \param[out]   pformat   found format
+ * \return  0 if OK, 1 on error or if format is not recognized
+ *
+ * 
+ * Notes:
+ *      (1) This determines the file format from the first 12 bytes in
+ *          the compressed data stream, which are stored in memory.
+ *      (2) For tiff files, this returns IFF_TIFF.  The specific tiff
+ *          compression is then determined using findTiffCompression().
+ * 

+ */
+l_ok
+findFileFormatBuffer(const l_uint8  *buf,
+                     l_int32        *pformat)
+{
+l_uint16  twobytepw;
+
+    PROCNAME("findFileFormatBuffer");
+
+    if (!pformat)
+        return ERROR_INT("&format not defined", procName, 1);
+    *pformat = IFF_UNKNOWN;
+    if (!buf)
+        return ERROR_INT("byte buffer not defined", procName, 0);
+
+        /* Check the bmp and tiff 2-byte header ids */
+    ((char *)(&twobytepw))[0] = buf[0];
+    ((char *)(&twobytepw))[1] = buf[1];
+
+    if (convertOnBigEnd16(twobytepw) == BMP_ID) {
+        *pformat = IFF_BMP;
+        return 0;
+    }
+
+    if (twobytepw == TIFF_BIGEND_ID || twobytepw == TIFF_LITTLEEND_ID) {
+        *pformat = IFF_TIFF;
+        return 0;
+    }
+
+        /* Check for the p*m 2-byte header ids */
+    if ((buf[0] == 'P' && buf[1] == '4') || /* newer packed */
+        (buf[0] == 'P' && buf[1] == '1')) {  /* old ASCII format */
+        *pformat = IFF_PNM;
+        return 0;
+    }
+
+    if ((buf[0] == 'P' && buf[1] == '5') || /* newer */
+        (buf[0] == 'P' && buf[1] == '2')) {  /* old */
+        *pformat = IFF_PNM;
+        return 0;
+    }
+
+    if ((buf[0] == 'P' && buf[1] == '6') || /* newer */
+        (buf[0] == 'P' && buf[1] == '3')) {  /* old */
+        *pformat = IFF_PNM;
+        return 0;
+    }
+
+    if (buf[0] == 'P' && buf[1] == '7') {  /* new arbitrary (PAM) */
+        *pformat = IFF_PNM;
+        return 0;
+    }
+
+        /*  Consider the first 11 bytes of the standard JFIF JPEG header:
+         *    - The first two bytes are the most important:  0xffd8.
+         *    - The next two bytes are the jfif marker: 0xffe0.
+         *      Not all jpeg files have this marker.
+         *    - The next two bytes are the header length.
+         *    - The next 5 bytes are a null-terminated string.
+         *      For JFIF, the string is "JFIF", naturally.  For others it
+         *      can be "Exif" or just about anything else.
+         *    - Because of all this variability, we only check the first
+         *      two byte marker.  All jpeg files are identified as
+         *      IFF_JFIF_JPEG.  */
+    if (buf[0] == 0xff && buf[1] == 0xd8) {
+        *pformat = IFF_JFIF_JPEG;
+        return 0;
+    }
+
+        /* Check for the 8 byte PNG signature (png_signature in png.c):
+         *       {137, 80, 78, 71, 13, 10, 26, 10}      */
+    if (buf[0] == 137 && buf[1] == 80  && buf[2] == 78  && buf[3] == 71  &&
+        buf[4] == 13  && buf[5] == 10  && buf[6] == 26  && buf[7] == 10) {
+        *pformat = IFF_PNG;
+        return 0;
+    }
+
+        /* Look for "GIF87a" or "GIF89a" */
+    if (buf[0] == 'G' && buf[1] == 'I' && buf[2] == 'F' && buf[3] == '8' &&
+        (buf[4] == '7' || buf[4] == '9') && buf[5] == 'a') {
+        *pformat = IFF_GIF;
+        return 0;
+    }
+
+        /* Check for both types of jp2k file */
+    if (memcmp(buf, JP2K_CODESTREAM, 4) == 0 ||
+        memcmp(buf, JP2K_IMAGE_DATA, 12) == 0) {
+        *pformat = IFF_JP2;
+        return 0;
+    }
+
+        /* Check for webp */
+    if (buf[0] == 'R' && buf[1] == 'I' && buf[2] == 'F' && buf[3] == 'F' &&
+        buf[8] == 'W' && buf[9] == 'E' && buf[10] == 'B' && buf[11] == 'P') {
+        *pformat = IFF_WEBP;
+        return 0;
+    }
+
+        /* Check for ps */
+    if (buf[0] == '%' && buf[1] == '!' && buf[2] == 'P' && buf[3] == 'S' &&
+        buf[4] == '-' && buf[5] == 'A' && buf[6] == 'd' && buf[7] == 'o' &&
+        buf[8] == 'b' && buf[9] == 'e') {
+        *pformat = IFF_PS;
+        return 0;
+    }
+
+        /* Check for pdf */
+    if (buf[0] == '%' && buf[1] == 'P' && buf[2] == 'D' && buf[3] == 'F' &&
+        buf[4] == '-' && buf[5] == '1') {
+        *pformat = IFF_LPDF;
+        return 0;
+    }
+
+        /* Check for "spix" serialized pix */
+    if (buf[0] == 's' && buf[1] == 'p' && buf[2] == 'i' && buf[3] == 'x') {
+        *pformat = IFF_SPIX;
+        return 0;
+    }
+
+        /* File format identifier not found; unknown */
+    return 1;
+}
+
+
+/*!
+ * \brief   fileFormatIsTiff()
+ *
+ * \param[in]    fp    file stream
+ * \return  1 if file is tiff; 0 otherwise or on error
+ */
+l_int32
+fileFormatIsTiff(FILE  *fp)
+{
+l_int32  format;
+
+    PROCNAME("fileFormatIsTiff");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 0);
+
+    findFileFormatStream(fp, &format);
+    if (format == IFF_TIFF || format == IFF_TIFF_PACKBITS ||
+        format == IFF_TIFF_RLE || format == IFF_TIFF_G3 ||
+        format == IFF_TIFF_G4 || format == IFF_TIFF_LZW ||
+        format == IFF_TIFF_ZIP || format == IFF_TIFF_JPEG)
+        return 1;
+    else
+        return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Read from memory                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadMem()
+ *
+ * \param[in]    data    const; encoded
+ * \param[in]    size    size of data
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a variation of pixReadStream(), where the data is read
+ *          from a memory buffer rather than a file.
+ *      (2) On windows, this only reads tiff formatted files directly from
+ *          memory.  For other formats, it writes to a temp file and
+ *          decompresses from file.
+ *      (3) findFileFormatBuffer() requires up to 12 bytes to decide on
+ *          the format.  That determines the constraint here.  But in
+ *          fact the data must contain the entire compressed string for
+ *          the image.
+ * 

+ */
+PIX *
+pixReadMem(const l_uint8  *data,
+           size_t          size)
+{
+l_int32   format, valid;
+PIX      *pix;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixReadMem");
+
+    if (!data)
+        return (PIX *)ERROR_PTR("data not defined", procName, NULL);
+    if (size < 12)
+        return (PIX *)ERROR_PTR("size < 12", procName, NULL);
+    pix = NULL;
+
+    findFileFormatBuffer(data, &format);
+    switch (format)
+    {
+    case IFF_BMP:
+        if ((pix = pixReadMemBmp(data, size)) == NULL )
+            return (PIX *)ERROR_PTR( "bmp: no pix returned", procName, NULL);
+        break;
+
+    case IFF_JFIF_JPEG:
+        if ((pix = pixReadMemJpeg(data, size, 0, 1, NULL, 0)) == NULL)
+            return (PIX *)ERROR_PTR( "jpeg: no pix returned", procName, NULL);
+        break;
+
+    case IFF_PNG:
+        if ((pix = pixReadMemPng(data, size)) == NULL)
+            return (PIX *)ERROR_PTR("png: no pix returned", procName, NULL);
+        break;
+
+    case IFF_TIFF:
+    case IFF_TIFF_PACKBITS:
+    case IFF_TIFF_RLE:
+    case IFF_TIFF_G3:
+    case IFF_TIFF_G4:
+    case IFF_TIFF_LZW:
+    case IFF_TIFF_ZIP:
+            /* Reading page 0 by default */
+        if ((pix = pixReadMemTiff(data, size, 0)) == NULL)
+            return (PIX *)ERROR_PTR("tiff: no pix returned", procName, NULL);
+        break;
+
+    case IFF_PNM:
+        if ((pix = pixReadMemPnm(data, size)) == NULL)
+            return (PIX *)ERROR_PTR("pnm: no pix returned", procName, NULL);
+        break;
+
+    case IFF_GIF:
+        if ((pix = pixReadMemGif(data, size)) == NULL)
+            return (PIX *)ERROR_PTR("gif: no pix returned", procName, NULL);
+        break;
+
+    case IFF_JP2:
+        if ((pix = pixReadMemJp2k(data, size, 1, NULL, 0, 0)) == NULL)
+            return (PIX *)ERROR_PTR("jp2k: no pix returned", procName, NULL);
+        break;
+
+    case IFF_WEBP:
+        if ((pix = pixReadMemWebP(data, size)) == NULL)
+            return (PIX *)ERROR_PTR("webp: no pix returned", procName, NULL);
+        break;
+
+    case IFF_PS:
+        L_ERROR("PostScript reading is not supported\n", procName);
+        return NULL;
+
+    case IFF_LPDF:
+        L_ERROR("Pdf reading is not supported\n", procName);
+        return NULL;
+
+    case IFF_SPIX:
+        if ((pix = pixReadMemSpix(data, size)) == NULL)
+            return (PIX *)ERROR_PTR("spix: no pix returned", procName, NULL);
+        break;
+
+    case IFF_UNKNOWN:
+        return (PIX *)ERROR_PTR("Unknown format: no pix returned",
+                procName, NULL);
+        break;
+    }
+
+        /* Set the input format.  For tiff reading from memory we lose
+         * the actual input format; for 1 bpp, default to G4.  Also
+         * verify that the colormap is valid.  */
+    if (pix) {
+        if (format == IFF_TIFF && pixGetDepth(pix) == 1)
+            format = IFF_TIFF_G4;
+        pixSetInputFormat(pix, format);
+        if ((cmap = pixGetColormap(pix))) {
+            pixcmapIsValid(cmap, &valid);
+            if (!valid) {
+                pixDestroy(&pix);
+                return (PIX *)ERROR_PTR("invalid colormap", procName, NULL);
+            }
+        }
+        pixSetPadBits(pix, 0);
+    }
+    return pix;
+}
+
+
+/*!
+ * \brief   pixReadHeaderMem()
+ *
+ * \param[in]    data       const; encoded
+ * \param[in]    size       size of data
+ * \param[out]   pformat    [optional] image format
+ * \param[out]   pw, ph     [optional] width and height
+ * \param[out]   pbps       [optional] bits/sample
+ * \param[out]   pspp       [optional] samples/pixel 1, 3 or 4
+ * \param[out]   piscmap    [optional] 1 if cmap exists; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This reads the actual headers for jpeg, png, tiff, jp2k and pnm.
+ *          For bmp and gif, we cheat and read all the data into a pix,
+ *          from which we extract the "header" information.
+ *      (2) The amount of data required depends on the format.  For
+ *          png, it requires less than 30 bytes, but for jpeg it can
+ *          require most of the compressed file.  In practice, the data
+ *          is typically the entire compressed file in memory.
+ *      (3) findFileFormatBuffer() requires up to 8 bytes to decide on
+ *          the format, which we require.
+ * 

+ */
+l_ok
+pixReadHeaderMem(const l_uint8  *data,
+                 size_t          size,
+                 l_int32        *pformat,
+                 l_int32        *pw,
+                 l_int32        *ph,
+                 l_int32        *pbps,
+                 l_int32        *pspp,
+                 l_int32        *piscmap)
+{
+l_int32  format, ret, w, h, d, bps, spp, iscmap;
+l_int32  type;  /* not used */
+PIX     *pix;
+
+    PROCNAME("pixReadHeaderMem");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (piscmap) *piscmap = 0;
+    if (pformat) *pformat = 0;
+    iscmap = 0;  /* init to false */
+    if (!data)
+        return ERROR_INT("data not defined", procName, 1);
+    if (size < 8)
+        return ERROR_INT("size < 8", procName, 1);
+
+    findFileFormatBuffer(data, &format);
+
+    switch (format)
+    {
+    case IFF_BMP:  /* cheating: read the pix */
+        if ((pix = pixReadMemBmp(data, size)) == NULL)
+            return ERROR_INT( "bmp: pix not read", procName, 1);
+        pixGetDimensions(pix, &w, &h, &d);
+        pixDestroy(&pix);
+        bps = (d == 32) ? 8 : d;
+        spp = (d == 32) ? 3 : 1;
+        break;
+
+    case IFF_JFIF_JPEG:
+        ret = readHeaderMemJpeg(data, size, &w, &h, &spp, NULL, NULL);
+        bps = 8;
+        if (ret)
+            return ERROR_INT( "jpeg: no header info returned", procName, 1);
+        break;
+
+    case IFF_PNG:
+        ret = readHeaderMemPng(data, size, &w, &h, &bps, &spp, &iscmap);
+        if (ret)
+            return ERROR_INT( "png: no header info returned", procName, 1);
+        break;
+
+    case IFF_TIFF:
+    case IFF_TIFF_PACKBITS:
+    case IFF_TIFF_RLE:
+    case IFF_TIFF_G3:
+    case IFF_TIFF_G4:
+    case IFF_TIFF_LZW:
+    case IFF_TIFF_ZIP:
+    case IFF_TIFF_JPEG:
+            /* Reading page 0 by default; possibly redefine format */
+        ret = readHeaderMemTiff(data, size, 0, &w, &h, &bps, &spp,
+                                NULL, &iscmap, &format);
+        if (ret)
+            return ERROR_INT( "tiff: no header info returned", procName, 1);
+        break;
+
+    case IFF_PNM:
+        ret = readHeaderMemPnm(data, size, &w, &h, &d, &type, &bps, &spp);
+        if (ret)
+            return ERROR_INT( "pnm: no header info returned", procName, 1);
+        break;
+
+    case IFF_GIF:  /* cheating: read the pix */
+        if ((pix = pixReadMemGif(data, size)) == NULL)
+            return ERROR_INT( "gif: pix not read", procName, 1);
+        pixGetDimensions(pix, &w, &h, &d);
+        pixDestroy(&pix);
+        iscmap = 1;  /* always colormapped; max 256 colors */
+        spp = 1;
+        bps = d;
+        break;
+
+    case IFF_JP2:
+        ret = readHeaderMemJp2k(data, size, &w, &h, &bps, &spp);
+        break;
+
+    case IFF_WEBP:
+        bps = 8;
+        ret = readHeaderMemWebP(data, size, &w, &h, &spp);
+        break;
+
+    case IFF_PS:
+        if (pformat) *pformat = format;
+        return ERROR_INT("PostScript reading is not supported\n", procName, 1);
+
+    case IFF_LPDF:
+        if (pformat) *pformat = format;
+        return ERROR_INT("Pdf reading is not supported\n", procName, 1);
+
+    case IFF_SPIX:
+        ret = sreadHeaderSpix((l_uint32 *)data, &w, &h, &bps,
+                               &spp, &iscmap);
+        if (ret)
+            return ERROR_INT( "pnm: no header info returned", procName, 1);
+        break;
+
+    case IFF_UNKNOWN:
+        return ERROR_INT("unknown format; no data returned", procName, 1);
+        break;
+    }
+
+    if (pw) *pw = w;
+    if (ph) *ph = h;
+    if (pbps) *pbps = bps;
+    if (pspp) *pspp = spp;
+    if (piscmap) *piscmap = iscmap;
+    if (pformat) *pformat = format;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                    Output image file information                    *
+ *---------------------------------------------------------------------*/
+extern const char *ImageFileFormatExtensions[];
+
+/*!
+ * \brief   writeImageFileInfo()
+ *
+ * \param[in]    filename    input file
+ * \param[in]    fpout       output file stream
+ * \param[in]    headeronly  1 to read only the header; 0 to read both
+ *                           the header and the input file
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If headeronly == 0 and the image has spp == 4,this will
+ *          also call pixDisplayLayersRGBA() to display the image
+ *          in three views.
+ *      (2) This is a debug function that changes the value of
+ *          var_PNG_STRIP_16_TO_8 to 1 (the default).
+ * 

+ */
+l_ok
+writeImageFileInfo(const char  *filename,
+                   FILE        *fpout,
+                   l_int32      headeronly)
+{
+char     *text;
+l_int32   w, h, d, wpl, count, npages, color;
+l_int32   format, bps, spp, iscmap, xres, yres, transparency;
+FILE     *fpin;
+PIX      *pix, *pixt;
+PIXCMAP  *cmap;
+
+    PROCNAME("writeImageFileInfo");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!fpout)
+        return ERROR_INT("stream not defined", procName, 1);
+
+        /* Read the header */
+    if (pixReadHeader(filename, &format, &w, &h, &bps, &spp, &iscmap)) {
+        L_ERROR("failure to read header of %s\n", procName, filename);
+        return 1;
+    }
+    fprintf(fpout, "===============================================\n"
+                    "Reading the header:\n");
+    fprintf(fpout, "  input image format type: %s\n",
+            ImageFileFormatExtensions[format]);
+    fprintf(fpout, "  w = %d, h = %d, bps = %d, spp = %d, iscmap = %d\n",
+            w, h, bps, spp, iscmap);
+
+    findFileFormat(filename, &format);
+    if (format == IFF_JP2) {
+        fpin = lept_fopen(filename, "rb");
+        fgetJp2kResolution(fpin, &xres, &yres);
+        fclose(fpin);
+        fprintf(fpout, "  xres = %d, yres = %d\n", xres, yres);
+    } else if (format == IFF_PNG) {
+        fpin = lept_fopen(filename, "rb");
+        fgetPngResolution(fpin, &xres, &yres);
+        fclose(fpin);
+        fprintf(fpout, "  xres = %d, yres = %d\n", xres, yres);
+        if (iscmap) {
+            fpin = lept_fopen(filename, "rb");
+            fgetPngColormapInfo(fpin, &cmap, &transparency);
+            fclose(fpin);
+            if (transparency)
+                fprintf(fpout, "  colormap has transparency\n");
+            else
+                fprintf(fpout, "  colormap does not have transparency\n");
+            pixcmapWriteStream(fpout, cmap);
+            pixcmapDestroy(&cmap);
+        }
+    } else if (format == IFF_JFIF_JPEG) {
+        fpin = lept_fopen(filename, "rb");
+        fgetJpegResolution(fpin, &xres, &yres);
+        fclose(fpin);
+        fprintf(fpout, "  xres = %d, yres = %d\n", xres, yres);
+    }
+
+    if (headeronly)
+        return 0;
+
+        /* Read the full image.  Note that when we read an image that
+         * has transparency in a colormap, we convert it to RGBA. */
+    fprintf(fpout, "===============================================\n"
+                    "Reading the full image:\n");
+
+        /* Preserve 16 bpp if the format is png */
+    if (format == IFF_PNG && bps == 16)
+        l_pngSetReadStrip16To8(0);
+
+    if ((pix = pixRead(filename)) == NULL) {
+        L_ERROR("failure to read full image of %s\n", procName, filename);
+        return 1;
+    }
+
+    format = pixGetInputFormat(pix);
+    pixGetDimensions(pix, &w, &h, &d);
+    wpl = pixGetWpl(pix);
+    spp = pixGetSpp(pix);
+    fprintf(fpout, "  input image format type: %s\n",
+            ImageFileFormatExtensions[format]);
+    fprintf(fpout, "  w = %d, h = %d, d = %d, spp = %d, wpl = %d\n",
+            w, h, d, spp, wpl);
+    fprintf(fpout, "  xres = %d, yres = %d\n",
+            pixGetXRes(pix), pixGetYRes(pix));
+
+    text = pixGetText(pix);
+    if (text)  /*  not null */
+        fprintf(fpout, "  text: %s\n", text);
+
+    cmap = pixGetColormap(pix);
+    if (cmap) {
+        pixcmapHasColor(cmap, &color);
+        if (color)
+            fprintf(fpout, "  colormap exists and has color values:");
+        else
+            fprintf(fpout, "  colormap exists and has only gray values:");
+        pixcmapWriteStream(fpout, pixGetColormap(pix));
+    }
+    else
+        fprintf(fpout, "  colormap does not exist\n");
+
+    if (format == IFF_TIFF || format == IFF_TIFF_G4 ||
+        format == IFF_TIFF_G3 || format == IFF_TIFF_PACKBITS) {
+        fprintf(fpout, "  Tiff header information:\n");
+        fpin = lept_fopen(filename, "rb");
+        tiffGetCount(fpin, &npages);
+        lept_fclose(fpin);
+        if (npages == 1)
+            fprintf(fpout, "    One page in file\n");
+        else
+            fprintf(fpout, "    %d pages in file\n", npages);
+        fprintTiffInfo(fpout, filename);
+    }
+
+    if (d == 1) {
+        pixCountPixels(pix, &count, NULL);
+        pixGetDimensions(pix, &w, &h, NULL);
+        fprintf(fpout, "  1 bpp: foreground pixel fraction ON/Total = %g\n",
+                (l_float32)count / (l_float32)(w * h));
+    }
+    fprintf(fpout, "===============================================\n");
+
+        /* If there is an alpha component, visualize it.  Note that when
+         * alpha == 0, the rgb layer is transparent.  We visualize the
+         * result when a white background is visible through the
+         * transparency layer. */
+    if (pixGetSpp(pix) == 4) {
+        pixt = pixDisplayLayersRGBA(pix, 0xffffff00, 600.0);
+        pixDisplay(pixt, 100, 100);
+        pixDestroy(&pixt);
+    }
+
+    if (format == IFF_PNG && bps == 16)
+        l_pngSetReadStrip16To8(1);  /* return to default if format is png */
+
+    pixDestroy(&pix);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *             Test function for I/O with different formats            *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   ioFormatTest()
+ *
+ * \param[in]    filename    input image file
+ * \return  0 if OK; 1 on error or if the test fails
+ *
+ * 
+ * Notes:
+ *      (1) This writes and reads a set of output files losslessly
+ *          in different formats to /tmp/format/, and tests that the
+ *          result before and after is unchanged.
+ *      (2) This should work properly on input images of any depth,
+ *          with and without colormaps.
+ *      (3) All supported formats are tested for bmp, png, tiff and
+ *          non-ascii pnm.  Ascii pnm also works (but who'd ever want
+ *          to use it?)   We allow 2 bpp bmp, although it's not
+ *          supported elsewhere.  And we don't support reading
+ *          16 bpp png, although this can be turned on in pngio.c.
+ *      (4) This silently skips png or tiff testing if HAVE_LIBPNG
+ *          or HAVE_LIBTIFF are 0, respectively.
+ * 

+ */
+l_ok
+ioFormatTest(const char  *filename)
+{
+l_int32    w, h, d, depth, equal, problems;
+l_float32  diff;
+BOX       *box;
+PIX       *pixs, *pixc, *pix1, *pix2;
+PIXCMAP   *cmap;
+
+    PROCNAME("ioFormatTest");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+        /* Read the input file and limit the size */
+    if ((pix1 = pixRead(filename)) == NULL)
+        return ERROR_INT("pix1 not made", procName, 1);
+    pixGetDimensions(pix1, &w, &h, NULL);
+    if (w > 250 && h > 250) {  /* take the central 250 x 250 region */
+        box = boxCreate(w / 2 - 125, h / 2 - 125, 250, 250);
+        pixs = pixClipRectangle(pix1, box, NULL);
+        boxDestroy(&box);
+    } else {
+        pixs = pixClone(pix1);
+    }
+    pixDestroy(&pix1);
+
+    lept_mkdir("lept/format");
+
+        /* Note that the reader automatically removes colormaps
+         * from 1 bpp BMP images, but not from 8 bpp BMP images.
+         * Therefore, if our 8 bpp image initially doesn't have a
+         * colormap, we are going to need to remove it from any
+         * pix read from a BMP file. */
+    pixc = pixClone(pixs);  /* laziness */
+
+        /* This does not test the alpha layer pixels, because most
+         * formats don't support it.  Remove any alpha.  */
+    if (pixGetSpp(pixc) == 4)
+        pixSetSpp(pixc, 3);
+    cmap = pixGetColormap(pixc);  /* colormap; can be NULL */
+    d = pixGetDepth(pixc);
+
+    problems = FALSE;
+
+        /* ----------------------- BMP -------------------------- */
+
+        /* BMP works for 1, 2, 4, 8 and 32 bpp images.
+         * It always writes colormaps for 1 and 8 bpp, so we must
+         * remove it after readback if the input image doesn't have
+         * a colormap.  Although we can write/read 2 bpp BMP, nobody
+         * else can read them! */
+    if (d == 1 || d == 8) {
+        L_INFO("write/read bmp\n", procName);
+        pixWrite(FILE_BMP, pixc, IFF_BMP);
+        pix1 = pixRead(FILE_BMP);
+        if (!cmap)
+            pix2 = pixRemoveColormap(pix1, REMOVE_CMAP_BASED_ON_SRC);
+        else
+            pix2 = pixClone(pix1);
+        pixEqual(pixc, pix2, &equal);
+        if (!equal) {
+            L_INFO("   **** bad bmp image: d = %d ****\n", procName, d);
+            problems = TRUE;
+        }
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+
+    if (d == 2 || d == 4 || d == 32) {
+        L_INFO("write/read bmp\n", procName);
+        pixWrite(FILE_BMP, pixc, IFF_BMP);
+        pix1 = pixRead(FILE_BMP);
+        pixEqual(pixc, pix1, &equal);
+        if (!equal) {
+            L_INFO("   **** bad bmp image: d = %d ****\n", procName, d);
+            problems = TRUE;
+        }
+        pixDestroy(&pix1);
+    }
+
+        /* ----------------------- PNG -------------------------- */
+#if HAVE_LIBPNG
+        /* PNG works for all depths, but here, because we strip
+         * 16 --> 8 bpp on reading, we don't test png for 16 bpp. */
+    if (d != 16) {
+        L_INFO("write/read png\n", procName);
+        pixWrite(FILE_PNG, pixc, IFF_PNG);
+        pix1 = pixRead(FILE_PNG);
+        pixEqual(pixc, pix1, &equal);
+        if (!equal) {
+            L_INFO("   **** bad png image: d = %d ****\n", procName, d);
+            problems = TRUE;
+        }
+        pixDestroy(&pix1);
+    }
+#endif  /* HAVE_LIBPNG */
+
+        /* ----------------------- TIFF -------------------------- */
+#if HAVE_LIBTIFF
+        /* TIFF works for 1, 2, 4, 8, 16 and 32 bpp images.
+         * Because 8 bpp tiff always writes 256 entry colormaps, the
+         * colormap sizes may be different for 8 bpp images with
+         * colormap; we are testing if the image content is the same.
+         * Likewise, the 2 and 4 bpp tiff images with colormaps
+         * have colormap sizes 4 and 16, rsp.  This test should
+         * work properly on the content, regardless of the number
+         * of color entries in pixc. */
+
+        /* tiff uncompressed works for all pixel depths */
+    L_INFO("write/read uncompressed tiff\n", procName);
+    pixWrite(FILE_TIFF, pixc, IFF_TIFF);
+    pix1 = pixRead(FILE_TIFF);
+    pixEqual(pixc, pix1, &equal);
+    if (!equal) {
+        L_INFO("   **** bad tiff uncompressed image: d = %d ****\n",
+               procName, d);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+
+        /* tiff lzw works for all pixel depths */
+    L_INFO("write/read lzw compressed tiff\n", procName);
+    pixWrite(FILE_LZW, pixc, IFF_TIFF_LZW);
+    pix1 = pixRead(FILE_LZW);
+    pixEqual(pixc, pix1, &equal);
+    if (!equal) {
+        L_INFO("   **** bad tiff lzw compressed image: d = %d ****\n",
+               procName, d);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+
+        /* tiff adobe deflate (zip) works for all pixel depths */
+    L_INFO("write/read zip compressed tiff\n", procName);
+    pixWrite(FILE_ZIP, pixc, IFF_TIFF_ZIP);
+    pix1 = pixRead(FILE_ZIP);
+    pixEqual(pixc, pix1, &equal);
+    if (!equal) {
+        L_INFO("   **** bad tiff zip compressed image: d = %d ****\n",
+               procName, d);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+
+        /* tiff jpeg encoding works for grayscale and rgb */
+    if (d == 8 || d == 32) {
+        PIX  *pixc1;
+        L_INFO("write/read jpeg compressed tiff\n", procName);
+        if (d == 8 && pixGetColormap(pixc)) {
+            pixc1 = pixRemoveColormap(pixc, REMOVE_CMAP_BASED_ON_SRC);
+            pixWrite(FILE_TIFF_JPEG, pixc1, IFF_TIFF_JPEG);
+            if ((pix1 = pixRead(FILE_TIFF_JPEG)) == NULL) {
+                L_INFO(" did not read FILE_TIFF_JPEG\n", procName);
+                problems = TRUE;
+            }
+            pixDestroy(&pixc1);
+        } else {
+            pixWrite(FILE_TIFF_JPEG, pixc, IFF_TIFF_JPEG);
+            pix1 = pixRead(FILE_TIFF_JPEG);
+            if (d == 8) {
+                pixCompareGray(pix1, pixc, L_COMPARE_ABS_DIFF, 0, NULL, &diff,
+                               NULL, NULL);
+            } else {
+                pixCompareRGB(pix1, pixc, L_COMPARE_ABS_DIFF, 0, NULL, &diff,
+                              NULL, NULL);
+            }
+            if (diff > 8.0) {
+                L_INFO("   **** bad tiff jpeg compressed image: "
+                       "d = %d, diff = %5.2f ****\n", procName, d, diff);
+                problems = TRUE;
+            }
+        }
+        pixDestroy(&pix1);
+    }
+
+        /* tiff g4, g3, rle and packbits work for 1 bpp */
+    if (d == 1) {
+        L_INFO("write/read g4 compressed tiff\n", procName);
+        pixWrite(FILE_G4, pixc, IFF_TIFF_G4);
+        pix1 = pixRead(FILE_G4);
+        pixEqual(pixc, pix1, &equal);
+        if (!equal) {
+            L_INFO("   **** bad tiff g4 image ****\n", procName);
+            problems = TRUE;
+        }
+        pixDestroy(&pix1);
+
+        L_INFO("write/read g3 compressed tiff\n", procName);
+        pixWrite(FILE_G3, pixc, IFF_TIFF_G3);
+        pix1 = pixRead(FILE_G3);
+        pixEqual(pixc, pix1, &equal);
+        if (!equal) {
+            L_INFO("   **** bad tiff g3 image ****\n", procName);
+            problems = TRUE;
+        }
+        pixDestroy(&pix1);
+
+        L_INFO("write/read rle compressed tiff\n", procName);
+        pixWrite(FILE_RLE, pixc, IFF_TIFF_RLE);
+        pix1 = pixRead(FILE_RLE);
+        pixEqual(pixc, pix1, &equal);
+        if (!equal) {
+            L_INFO("   **** bad tiff rle image: d = %d ****\n", procName, d);
+            problems = TRUE;
+        }
+        pixDestroy(&pix1);
+
+        L_INFO("write/read packbits compressed tiff\n", procName);
+        pixWrite(FILE_PB, pixc, IFF_TIFF_PACKBITS);
+        pix1 = pixRead(FILE_PB);
+        pixEqual(pixc, pix1, &equal);
+        if (!equal) {
+            L_INFO("   **** bad tiff packbits image: d = %d ****\n",
+                   procName, d);
+            problems = TRUE;
+        }
+        pixDestroy(&pix1);
+    }
+#endif  /* HAVE_LIBTIFF */
+
+        /* ----------------------- PNM -------------------------- */
+
+        /* pnm works for 1, 2, 4, 8, 16 and 32 bpp.
+         * pnm doesn't have colormaps, so when we write colormapped
+         * pix out as pnm, the colormap is removed.  Thus for the test,
+         * we must remove the colormap from pixc before testing.  */
+    L_INFO("write/read pnm\n", procName);
+    pixWrite(FILE_PNM, pixc, IFF_PNM);
+    pix1 = pixRead(FILE_PNM);
+    if (cmap)
+        pix2 = pixRemoveColormap(pixc, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pix2 = pixClone(pixc);
+    pixEqual(pix1, pix2, &equal);
+    if (!equal) {
+        L_INFO("   **** bad pnm image: d = %d ****\n", procName, d);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+
+        /* ----------------------- GIF -------------------------- */
+#if HAVE_LIBGIF
+        /* GIF works for only 1 and 8 bpp, colormapped */
+    if (d != 8 || !cmap)
+        pix1 = pixConvertTo8(pixc, 1);
+    else
+        pix1 = pixClone(pixc);
+    L_INFO("write/read gif\n", procName);
+    pixWrite(FILE_GIF, pix1, IFF_GIF);
+    pix2 = pixRead(FILE_GIF);
+    pixEqual(pix1, pix2, &equal);
+    if (!equal) {
+        L_INFO("   **** bad gif image: d = %d ****\n", procName, d);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+#endif  /* HAVE_LIBGIF */
+
+        /* ----------------------- JPEG ------------------------- */
+#if HAVE_LIBJPEG
+        /* JPEG works for only 8 bpp gray and rgb */
+    if (cmap || d > 8)
+        pix1 = pixConvertTo32(pixc);
+    else
+        pix1 = pixConvertTo8(pixc, 0);
+    depth = pixGetDepth(pix1);
+    L_INFO("write/read jpeg\n", procName);
+    pixWrite(FILE_JPG, pix1, IFF_JFIF_JPEG);
+    pix2 = pixRead(FILE_JPG);
+    if (depth == 8) {
+        pixCompareGray(pix1, pix2, L_COMPARE_ABS_DIFF, 0, NULL, &diff,
+                       NULL, NULL);
+    } else {
+        pixCompareRGB(pix1, pix2, L_COMPARE_ABS_DIFF, 0, NULL, &diff,
+                      NULL, NULL);
+    }
+    if (diff > 8.0) {
+        L_INFO("   **** bad jpeg image: d = %d, diff = %5.2f ****\n",
+               procName, depth, diff);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+#endif  /* HAVE_LIBJPEG */
+
+        /* ----------------------- WEBP ------------------------- */
+#if HAVE_LIBWEBP
+        /* WEBP works for rgb and rgba */
+    if (cmap || d <= 16)
+        pix1 = pixConvertTo32(pixc);
+    else
+        pix1 = pixClone(pixc);
+    depth = pixGetDepth(pix1);
+    L_INFO("write/read webp\n", procName);
+    pixWrite(FILE_WEBP, pix1, IFF_WEBP);
+    pix2 = pixRead(FILE_WEBP);
+    pixCompareRGB(pix1, pix2, L_COMPARE_ABS_DIFF, 0, NULL, &diff, NULL, NULL);
+    if (diff > 5.0) {
+        L_INFO("   **** bad webp image: d = %d, diff = %5.2f ****\n",
+               procName, depth, diff);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+#endif  /* HAVE_LIBWEBP */
+
+        /* ----------------------- JP2K ------------------------- */
+#if HAVE_LIBJP2K
+        /* JP2K works for only 8 bpp gray, rgb and rgba */
+    if (cmap || d > 8)
+        pix1 = pixConvertTo32(pixc);
+    else
+        pix1 = pixConvertTo8(pixc, 0);
+    depth = pixGetDepth(pix1);
+    L_INFO("write/read jp2k\n", procName);
+    pixWrite(FILE_JP2K, pix1, IFF_JP2);
+    pix2 = pixRead(FILE_JP2K);
+    if (depth == 8) {
+        pixCompareGray(pix1, pix2, L_COMPARE_ABS_DIFF, 0, NULL, &diff,
+                       NULL, NULL);
+    } else {
+        pixCompareRGB(pix1, pix2, L_COMPARE_ABS_DIFF, 0, NULL, &diff,
+                      NULL, NULL);
+    }
+    fprintf(stderr, "diff = %7.3f\n", diff);
+    if (diff > 7.0) {
+        L_INFO("   **** bad jp2k image: d = %d, diff = %5.2f ****\n",
+               procName, depth, diff);
+        problems = TRUE;
+    }
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+#endif  /* HAVE_LIBJP2K */
+
+    if (problems == FALSE)
+        L_INFO("All formats read and written OK!\n", procName);
+
+    pixDestroy(&pixc);
+    pixDestroy(&pixs);
+    return problems;
+}
diff --git a/3rdparty/hgOCR/leptonica/recog.h b/3rdparty/hgOCR/leptonica/recog.h
new file mode 100644
index 00000000..44e6aa18
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/recog.h
@@ -0,0 +1,264 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_RECOG_H
+#define  LEPTONICA_RECOG_H
+
+/*!
+ * \file recog.h
+ *
+ * 
+ *     This is a simple utility for training and recognizing individual
+ *     machine-printed text characters.  It is designed to be adapted
+ *     to a particular set of character images; e.g., from a book.
+ *
+ *     There are two methods of training the recognizer.  In the most
+ *     simple, a set of bitmaps has been labeled by some means, such
+ *     a generic OCR program.  This is input either one template at a time
+ *     or as a pixa of templates, to a function that creates a recog.
+ *     If in a pixa, the text string label must be embedded in the
+ *     text field of each pix.
+ *
+ *     If labeled data is not available, we start with a bootstrap
+ *     recognizer (BSR) that has labeled data from a variety of sources.
+ *     These images are scaled, typically to a fixed height, and then
+ *     fed similarly scaled unlabeled images from the source (e.g., book),
+ *     and the BSR attempts to identify them.  All images that have
+ *     a high enough correlation score with one of the templates in the
+ *     BSR are emitted in a pixa, which now holds unscaled and labeled
+ *     templates from the source.  This is the generator for a book adapted
+ *     recognizer (BAR).
+ *
+ *     The pixa should always be thought of as the primary structure.
+ *     It is the generator for the recog, because a recog is built
+ *     from a pixa of unscaled images.
+ *
+ *     New image templates can be added to a recog as long as it is
+ *     in training mode.  Once training is finished, to add templates
+ *     it is necessary to extract the generating pixa, add templates
+ *     to that pixa, and make a new recog.  Similarly, we do not
+ *     join two recog; instead, we simply join their generating pixa,
+ *     and make a recog from that.
+ *
+ *     To remove outliers from a pixa of labeled pix, make a recog,
+ *     determine the outliers, and generate a new pixa with the
+ *     outliers removed.  The outliers are determined by building
+ *     special templates for each character set that are scaled averages
+ *     of the individual templates.  Then a correlation score is found
+ *     between each template and the averaged templates.  There are
+ *     two implementations; outliers are determined as either:
+ *      (1) a template having a correlation score with its class average
+ *          that is below a threshold, or
+ *      (2) a template having a correlation score with its class average
+ *          that is smaller than the correlation score with the average
+ *          of another class.
+ *     Outliers are removed from the generating pixa.  Scaled averaging
+ *     is only performed for determining outliers and for splitting
+ *     characters; it is never used in a trained recognizer for identifying
+ *     unlabeled samples.
+ *
+ *     Two methods using averaged templates are provided for splitting
+ *     touching characters:
+ *      (1) greedy matching
+ *      (2) document image decoding (DID)
+ *     The DID method is the default.  It is about 5x faster and
+ *     possibly more accurate.
+ *
+ *     Once a BAR has been made, unlabeled sample images are identified
+ *     by finding the individual template in the BAR with highest
+ *     correlation.  The input images and images in the BAR can be
+ *     represented in two ways:
+ *      (1) as scanned, binarized to 1 bpp
+ *      (2) as a width-normalized outline formed by thinning to a
+ *          skeleton and then dilating by a fixed amount.
+ *
+ *     The recog can be serialized to file and read back.  The serialized
+ *     version holds the templates used for correlation (which may have
+ *     been modified by scaling and turning into lines from the unscaled
+ *     templates), plus, for arbitrary character sets, the UTF8
+ *     representation and the lookup table mapping from the character
+ *     representation to index.
+ *
+ *     Why do we not use averaged templates for recognition?
+ *     Letterforms can take on significantly different shapes (eg.,
+ *     the letters 'a' and 'g'), and it makes no sense to average these.
+ *     The previous version of this utility allowed multiple recognizers
+ *     to exist, but this is an unnecessary complication if recognition
+ *     is done on all samples instead of on averages.
+ * 

+ */
+
+#define  RECOG_VERSION_NUMBER      2
+
+struct L_Recog {
+    l_int32        scalew;       /*!< scale all examples to this width;      */
+                                 /*!< use 0 prevent horizontal scaling       */
+    l_int32        scaleh;       /*!< scale all examples to this height;     */
+                                 /*!< use 0 prevent vertical scaling         */
+    l_int32        linew;        /*!< use a value > 0 to convert the bitmap  */
+                                 /*!< to lines of fixed width; 0 to skip     */
+    l_int32        templ_use;    /*!< template use: use either the average   */
+                                 /*!< or all temmplates (L_USE_AVERAGE or    */
+                                 /*!< L_USE_ALL)                             */
+    l_int32        maxarraysize; /*!< initialize container arrays to this    */
+    l_int32        setsize;      /*!< size of character set                  */
+    l_int32        threshold;    /*!< for binarizing if depth > 1            */
+    l_int32        maxyshift;    /*!< vertical jiggle on nominal centroid    */
+                                 /*!< alignment; typically 0 or 1            */
+    l_int32        charset_type; /*!< one of L_ARABIC_NUMERALS, etc.         */
+    l_int32        charset_size; /*!< expected number of classes in charset  */
+    l_int32        min_nopad;    /*!< min number of samples without padding  */
+    l_int32        num_samples;  /*!< number of training samples             */
+    l_int32        minwidth_u;   /*!< min width averaged unscaled templates  */
+    l_int32        maxwidth_u;   /*!< max width averaged unscaled templates  */
+    l_int32        minheight_u;  /*!< min height averaged unscaled templates */
+    l_int32        maxheight_u;  /*!< max height averaged unscaled templates */
+    l_int32        minwidth;     /*!< min width averaged scaled templates    */
+    l_int32        maxwidth;     /*!< max width averaged scaled templates    */
+    l_int32        ave_done;     /*!< set to 1 when averaged bitmaps are made */
+    l_int32        train_done;   /*!< set to 1 when training is complete or  */
+                                 /*!< identification has started             */
+    l_float32      max_wh_ratio; /*!< max width/height ratio to split        */
+    l_float32      max_ht_ratio; /*!< max of max/min template height ratio   */
+    l_int32        min_splitw;   /*!< min component width kept in splitting  */
+    l_int32        max_splith;   /*!< max component height kept in splitting */
+    struct Sarray *sa_text;      /*!< text array for arbitrary char set      */
+    struct L_Dna  *dna_tochar;   /*!< index-to-char lut for arbitrary charset */
+    l_int32       *centtab;      /*!< table for finding centroids            */
+    l_int32       *sumtab;       /*!< table for finding pixel sums           */
+    struct Pixaa  *pixaa_u;      /*!< all unscaled templates for each class  */
+    struct Ptaa   *ptaa_u;       /*!< centroids of all unscaled templates    */
+    struct Numaa  *naasum_u;     /*!< area of all unscaled templates         */
+    struct Pixaa  *pixaa;        /*!< all (scaled) templates for each class  */
+    struct Ptaa   *ptaa;         /*!< centroids of all (scaledl) templates   */
+    struct Numaa  *naasum;       /*!< area of all (scaled) templates         */
+    struct Pixa   *pixa_u;       /*!< averaged unscaled templates per class  */
+    struct Pta    *pta_u;        /*!< centroids of unscaled ave. templates   */
+    struct Numa   *nasum_u;      /*!< area of unscaled averaged templates    */
+    struct Pixa   *pixa;         /*!< averaged (scaled) templates per class  */
+    struct Pta    *pta;          /*!< centroids of (scaled) ave. templates   */
+    struct Numa   *nasum;        /*!< area of (scaled) averaged templates    */
+    struct Pixa   *pixa_tr;      /*!< all input training images              */
+    struct Pixa   *pixadb_ave;   /*!< unscaled and scaled averaged bitmaps   */
+    struct Pixa   *pixa_id;      /*!< input images for identifying           */
+    struct Pix    *pixdb_ave;    /*!< debug: best match of input against ave. */
+    struct Pix    *pixdb_range;  /*!< debug: best matches within range       */
+    struct Pixa   *pixadb_boot;  /*!< debug: bootstrap training results      */
+    struct Pixa   *pixadb_split; /*!< debug: splitting results               */
+    struct L_Bmf  *bmf;          /*!< bmf fonts                              */
+    l_int32        bmf_size;     /*!< font size of bmf; default is 6 pt      */
+    struct L_Rdid *did;          /*!< temp data used for image decoding      */
+    struct L_Rch  *rch;          /*!< temp data used for holding best char   */
+    struct L_Rcha *rcha;         /*!< temp data used for array of best chars */
+};
+typedef struct L_Recog L_RECOG;
+
+/*!
+ *  Data returned from correlation matching on a single character
+ */
+struct L_Rch {
+    l_int32        index;      /*!< index of best template                   */
+    l_float32      score;      /*!< correlation score of best template       */
+    char          *text;       /*!< character string of best template        */
+    l_int32        sample;     /*!< index of best sample (within the best    */
+                               /*!< template class, if all samples are used) */
+    l_int32        xloc;       /*!< x-location of template (delx + shiftx)   */
+    l_int32        yloc;       /*!< y-location of template (dely + shifty)   */
+    l_int32        width;      /*!< width of best template                   */
+};
+typedef struct L_Rch L_RCH;
+
+/*!
+ *  Data returned from correlation matching on an array of characters
+ */
+struct L_Rcha {
+    struct Numa   *naindex;    /*!< indices of best templates                */
+    struct Numa   *nascore;    /*!< correlation scores of best templates     */
+    struct Sarray *satext;     /*!< character strings of best templates      */
+    struct Numa   *nasample;   /*!< indices of best samples                  */
+    struct Numa   *naxloc;     /*!< x-locations of templates (delx + shiftx) */
+    struct Numa   *nayloc;     /*!< y-locations of templates (dely + shifty) */
+    struct Numa   *nawidth;    /*!< widths of best templates                 */
+};
+typedef struct L_Rcha L_RCHA;
+
+/*!
+ *  Data used for decoding a line of characters.
+ */
+struct L_Rdid {
+    struct Pix    *pixs;         /*!< clone of pix to be decoded             */
+    l_int32      **counta;       /*!< count array for each averaged template */
+    l_int32      **delya;        /*!< best y-shift array per average template */
+    l_int32        narray;       /*!< number of averaged templates           */
+    l_int32        size;         /*!< size of count array (width of pixs)    */
+    l_int32       *setwidth;     /*!< setwidths for each template            */
+    struct Numa   *nasum;        /*!< pixel count in pixs by column          */
+    struct Numa   *namoment;     /*!< first moment of pixels in pixs by cols */
+    l_int32        fullarrays;   /*!< 1 if full arrays are made; 0 otherwise */
+    l_float32     *beta;         /*!< channel coeffs for template fg term    */
+    l_float32     *gamma;        /*!< channel coeffs for bit-and term        */
+    l_float32     *trellisscore; /*!< score on trellis                       */
+    l_int32       *trellistempl; /*!< template on trellis (for backtrack)    */
+    struct Numa   *natempl;      /*!< indices of best path templates         */
+    struct Numa   *naxloc;       /*!< x locations of best path templates     */
+    struct Numa   *nadely;       /*!< y locations of best path templates     */
+    struct Numa   *nawidth;      /*!< widths of best path templates          */
+    struct Boxa   *boxa;         /*!< Viterbi result for splitting input pixs */
+    struct Numa   *nascore;      /*!< correlation scores: best path templates */
+    struct Numa   *natempl_r;    /*!< indices of best rescored templates     */
+    struct Numa   *nasample_r;   /*!< samples of best scored templates       */
+    struct Numa   *naxloc_r;     /*!< x locations of best rescoredtemplates  */
+    struct Numa   *nadely_r;     /*!< y locations of best rescoredtemplates  */
+    struct Numa   *nawidth_r;    /*!< widths of best rescoredtemplates       */
+    struct Numa   *nascore_r;    /*!< correlation scores: rescored templates */
+};
+typedef struct L_Rdid L_RDID;
+
+
+/*-------------------------------------------------------------------------*
+ *             Flags for describing limited character sets                 *
+ *-------------------------------------------------------------------------*/
+/*! Character Set */
+enum {
+    L_UNKNOWN = 0,           /*!< character set type is not specified      */
+    L_ARABIC_NUMERALS = 1,   /*!< 10 digits                                */
+    L_LC_ROMAN_NUMERALS = 2, /*!< 7 lower-case letters (i,v,x,l,c,d,m)     */
+    L_UC_ROMAN_NUMERALS = 3, /*!< 7 upper-case letters (I,V,X,L,C,D,M)     */
+    L_LC_ALPHA = 4,          /*!< 26 lower-case letters                    */
+    L_UC_ALPHA = 5           /*!< 26 upper-case letters                    */
+};
+
+/*-------------------------------------------------------------------------*
+ *      Flags for selecting between using average and all templates:       *
+ *                           recog->templ_use                              *
+ *-------------------------------------------------------------------------*/
+/*! Template Select */
+enum {
+    L_USE_ALL_TEMPLATES = 0,     /*!< use all templates; default            */
+    L_USE_AVERAGE_TEMPLATES = 1  /*!< use average templates; special cases  */
+};
+
+#endif  /* LEPTONICA_RECOG_H */
diff --git a/3rdparty/hgOCR/leptonica/recogbasic.c b/3rdparty/hgOCR/leptonica/recogbasic.c
new file mode 100644
index 00000000..6e528150
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/recogbasic.c
@@ -0,0 +1,1228 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file recogbasic.c
+ * 
+ *
+ *      Recog creation, destruction and access
+ *         L_RECOG            *recogCreateFromRecog()
+ *         L_RECOG            *recogCreateFromPixa()
+ *         L_RECOG            *recogCreateFromPixaNoFinish()
+ *         L_RECOG            *recogCreate()
+ *         void                recogDestroy()
+ *
+ *      Recog accessors
+ *         l_int32             recogGetCount()
+ *         l_int32             recogSetParams()
+ *         static l_int32      recogGetCharsetSize()
+ *
+ *      Character/index lookup
+ *         l_int32             recogGetClassIndex()
+ *         l_int32             recogStringToIndex()
+ *         l_int32             recogGetClassString()
+ *         l_int32             l_convertCharstrToInt()
+ *
+ *      Serialization
+ *         L_RECOG            *recogRead()
+ *         L_RECOG            *recogReadStream()
+ *         L_RECOG            *recogReadMem()
+ *         l_int32             recogWrite()
+ *         l_int32             recogWriteStream()
+ *         l_int32             recogWriteMem()
+ *         PIXA               *recogExtractPixa()
+ *         static l_int32      recogAddCharstrLabels()
+ *         static l_int32      recogAddAllSamples()
+ *
+ *  The recognizer functionality is split into four files:
+ *    recogbasic.c: create, destroy, access, serialize
+ *    recogtrain.c: training on labeled and unlabeled data
+ *    recogident.c: running the recognizer(s) on input
+ *    recogdid.c:   running the recognizer(s) on input using a
+ *                  document image decoding (DID) hidden markov model
+ *
+ *  This is a content-adapted (or book-adapted) recognizer (BAR) application.
+ *  The recognizers here are typically assembled from data that has
+ *  been labeled by a generic recognition system, such as Tesseract.
+ *  The general procedure to create a recognizer (recog) from labeled data is
+ *  to add the labeled character bitmaps, either one at a time or
+ *  all together from a pixa with labeled pix.
+ *
+ *  The suggested use for a BAR that consists of labeled templates drawn
+ *  from a single source (e.g., a book) is to identify unlabeled samples
+ *  by using unscaled character templates in the BAR, picking the
+ *  template closest to the unlabeled sample.
+ *
+ *  Outliers can be removed from a pixa of labeled pix.  This is one of
+ *  two methods that use averaged templates (the other is greedy splitting
+ *  of characters).  See recogtrain.c for a discussion and the implementation.
+ *
+ *  A special bootstrap recognizer (BSR) can be used to make a BAR from
+ *  unlabeled book data.  This is done by comparing character images
+ *  from the book with labeled templates in the BSR, where all images
+ *  are scaled to h = 40.  The templates can be either the scanned images
+ *  or images consisting of width-normalized strokes derived from
+ *  the skeleton of the character bitmaps.
+ *
+ *  Two BARs of labeled character data, that have been made by
+ *  different recognizers, can be joined by extracting a pixa of the
+ *  labeled templates from each, joining the two pixa, and then
+ *  and regenerating a BAR from the joined set of templates.
+ *  If all the labeled character data is from a single source (e.g, a book),
+ *  identification can proceed using unscaled templates (either the input
+ *  image or width-normalized lines).  But if the labeled data comes from
+ *  more than one source, (a "hybrid" recognizer), the templates should
+ *  be scaled, and we recommend scaling to a fixed height.
+ *
+ *  Suppose it is not possible to generate a BAR with a sufficient number
+ *  of templates of each class taken from a single source.  In that case,
+ *  templates from the BSR itself can be added.  This is the condition
+ *  described above, where the labeled templates come from multiple
+ *  sources, and it is necessary to do all character matches using
+ *  templates that have been scaled to a fixed height (e.g., 40).
+ *  Likewise, the samples to be identified using this hybrid recognizer
+ *  must be modified in the same way.  See prog/recogtest3.c for an
+ *  example of the steps that can be taken in the construction of a BAR
+ *  using a BSR.
+ *
+ *  For training numeric input, an example set of calls that scales
+ *  each training input to fixed h and will use the line templates of
+ *  width linew for identifying unknown characters is:
+ *         L_Recog  *rec = recogCreate(0, h, linew, 128, 1);
+ *         for (i = 0; i < n; i++) {  // read in n training digits
+ *             Pix *pix = ...
+ *             recogTrainLabeled(rec, pix, NULL, text[i], 0);
+ *         }
+ *         recogTrainingFinished(&rec, 1, -1, -1.0);  // required
+ *
+ *  It is an error if any function that computes averages, removes
+ *  outliers or requests identification of an unlabeled character,
+ *  such as:
+ *     (1) computing the sample averages: recogAverageSamples()
+ *     (2) removing outliers: recogRemoveOutliers1() or recogRemoveOutliers2()
+ *     (3) requesting identification of an unlabeled character:
+ *         recogIdentifyPix()
+ *  is called before an explicit call to finish training.  Note that
+ *  to do further training on a "finished" recognizer, you can set
+ *         recog->train_done = FALSE;
+ *  add the new training samples, and again call
+ *         recogTrainingFinished(&rec, 1, -1, -1.0);  // required
+ *
+ *  If not scaling, using the images directly for identification, and
+ *  removing outliers, do something like this:
+ *      L_Recog  *rec = recogCreate(0, 0, 0, 128, 1);
+ *      for (i = 0; i < n; i++) {  // read in n training characters
+ *          Pix *pix = ...
+ *          recogTrainLabeled(rec, pix, NULL, text[i], 0);
+ *      }
+ *      recogTrainingFinished(&rec, 1, -1, -1.0);
+ *      if (!rec) ... [return]
+ *      // remove outliers
+ *      recogRemoveOutliers1(&rec, 0.7, 2, NULL, NULL);
+ *
+ *  You can generate a recognizer from a pixa where the text field in
+ *  each pix is the character string label for the pix.  For example,
+ *  the following recognizer will store unscaled line images:
+ *      L_Recog  *rec = recogCreateFromPixa(pixa, 0, 0, linew, 128, 1);
+ *  and in use, it is fed unscaled line images to identify.
+ *
+ *  For the following, assume that you have a pixa of labeled templates.
+ *  If it is likely that some of the input templates are mislabeled,
+ *  there are several things that can be done to remove them.
+ *  The first is to put a size and quantity filter on them; e.g.
+ *       Pixa *pixa2 = recogFilterPixaBySize(pixa1, 10, 15, 2.6);
+ *  Then you can remove outliers; e.g.,
+ *       Pixa *pixa3 = pixaRemoveOutliers2(pixa2, -1.0, -1, NULL, NULL);
+ *
+ *  To this point, all templates are from a single source, so you
+ *  can make a recognizer that uses the unscaled templates and optionally
+ *  attempts to split touching characters:
+ *       L_Recog *recog1 = recogCreateFromPixa(pixa3, ...);
+ *  Alternatively, if you need more templates for some of the classes,
+ *  you can pad with templates from a "bootstrap" recognizer (BSR).
+ *  If you pad, it is necessary to scale the templates and input
+ *  samples to a fixed height, and no attempt will be made to split
+ *  the input sample connected components:
+ *       L_Recog *recog1 = recogCreateFromPixa(pixa3, 0, 40, 0, 128, 0);
+ *       recogPadDigitTrainingSet(&recog1, 40, 0);
+ *
+ *  A special case is a pure BSR, that contains images scaled to a fixed
+ *  height (we use 40 in these examples).
+ *  For this,use either the scanned bitmap:
+ *      L_Recog  *recboot = recogCreateFromPixa(pixa, 0, 40, 0, 128, 1);
+ *  or width-normalized lines (use width of 5 here):
+ *      L_Recog  *recboot = recogCreateFromPixa(pixa, 0, 40, 5, 128, 1);
+ *
+ *  This can be used to train a new book adapted recognizer (BAC), on
+ *  unlabeled data from, e.g., a book.  To do this, the following is required:
+ *   (1) the input images from the book must be scaled in the same
+ *       way as those in the BSR, and
+ *   (2) both the BSR and the input images must be set up to be either
+ *       input scanned images or width-normalized lines.
+ *
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static const l_int32    MaxExamplesInClass = 256;
+
+    /* Default recog parameters that can be changed */
+static const l_int32    DefaultCharsetType = L_ARABIC_NUMERALS;
+static const l_int32    DefaultMinNopad = 1;
+static const l_float32  DefaultMaxWHRatio = 3.0;  /* max allowed w/h
+                                    ratio for a component to be split  */
+static const l_float32  DefaultMaxHTRatio = 2.6;  /* max allowed ratio of
+                               max/min unscaled averaged template heights  */
+static const l_int32    DefaultThreshold = 150;  /* for binarization */
+static const l_int32    DefaultMaxYShift = 1;  /* for identification */
+
+    /* Static functions */
+static l_int32 recogGetCharsetSize(l_int32 type);
+static l_int32 recogAddCharstrLabels(L_RECOG *recog);
+static l_int32 recogAddAllSamples(L_RECOG **precog, PIXAA *paa, l_int32 debug);
+
+
+/*------------------------------------------------------------------------*
+ *                Recog: initialization and destruction                   *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogCreateFromRecog()
+ *
+ * \param[in]    recs        source recog with arbitrary input parameters
+ * \param[in]    scalew      scale all widths to this; use 0 otherwise
+ * \param[in]    scaleh      scale all heights to this; use 0 otherwise
+ * \param[in]    linew       width of normalized strokes; use 0 to skip
+ * \param[in]    threshold   for binarization; typically ~128
+ * \param[in]    maxyshift   from nominal centroid alignment; default is 1
+ * \return  recd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a convenience function that generates a recog using
+ *          the unscaled training data in an existing recog.
+ *      (2) It is recommended to use %maxyshift = 1 (the default value)
+ *      (3) See recogCreate() for use of %scalew, %scaleh and %linew.
+ * 

+ */
+L_RECOG *
+recogCreateFromRecog(L_RECOG  *recs,
+                     l_int32   scalew,
+                     l_int32   scaleh,
+                     l_int32   linew,
+                     l_int32   threshold,
+                     l_int32   maxyshift)
+{
+L_RECOG  *recd;
+PIXA     *pixa;
+
+    PROCNAME("recogCreateFromRecog");
+
+    if (!recs)
+        return (L_RECOG *)ERROR_PTR("recs not defined", procName, NULL);
+
+    pixa = recogExtractPixa(recs);
+    recd = recogCreateFromPixa(pixa, scalew, scaleh, linew, threshold,
+                               maxyshift);
+    pixaDestroy(&pixa);
+    return recd;
+}
+
+
+/*!
+ * \brief   recogCreateFromPixa()
+ *
+ * \param[in]    pixa         of labeled, 1 bpp images
+ * \param[in]    scalew       scale all widths to this; use 0 otherwise
+ * \param[in]    scaleh       scale all heights to this; use 0 otherwise
+ * \param[in]    linew        width of normalized strokes; use 0 to skip
+ * \param[in]    threshold    for binarization; typically ~150
+ * \param[in]    maxyshift    from nominal centroid alignment; default is 1
+ * \return  recog, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a convenience function for training from labeled data.
+ *          The pixa can be read from file.
+ *      (2) The pixa should contain the unscaled bitmaps used for training.
+ *      (3) See recogCreate() for use of %scalew, %scaleh and %linew.
+ *      (4) It is recommended to use %maxyshift = 1 (the default value)
+ *      (5) All examples in the same class (i.e., with the same character
+ *          label) should be similar.  They can be made similar by invoking
+ *          recogRemoveOutliers[1,2]() on %pixa before calling this function.
+ * 

+ */
+L_RECOG *
+recogCreateFromPixa(PIXA    *pixa,
+                    l_int32  scalew,
+                    l_int32  scaleh,
+                    l_int32  linew,
+                    l_int32  threshold,
+                    l_int32  maxyshift)
+{
+L_RECOG  *recog;
+
+    PROCNAME("recogCreateFromPixa");
+
+    if (!pixa)
+        return (L_RECOG *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    recog = recogCreateFromPixaNoFinish(pixa, scalew, scaleh, linew,
+                                        threshold, maxyshift);
+    if (!recog)
+        return (L_RECOG *)ERROR_PTR("recog not made", procName, NULL);
+
+    recogTrainingFinished(&recog, 1, -1, -1.0);
+    if (!recog)
+        return (L_RECOG *)ERROR_PTR("bad templates", procName, NULL);
+    return recog;
+}
+
+
+/*!
+ * \brief   recogCreateFromPixaNoFinish()
+ *
+ * \param[in]    pixa         of labeled, 1 bpp images
+ * \param[in]    scalew       scale all widths to this; use 0 otherwise
+ * \param[in]    scaleh       scale all heights to this; use 0 otherwise
+ * \param[in]    linew        width of normalized strokes; use 0 to skip
+ * \param[in]    threshold    for binarization; typically ~150
+ * \param[in]    maxyshift    from nominal centroid alignment; default is 1
+ * \return  recog, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See recogCreateFromPixa() for details.
+ *      (2) This is also used to generate a pixaa with templates
+ *          in each class within a pixa.  For that, all args except for
+ *          %pixa are ignored.
+ * 

+ */
+L_RECOG *
+recogCreateFromPixaNoFinish(PIXA    *pixa,
+                            l_int32  scalew,
+                            l_int32  scaleh,
+                            l_int32  linew,
+                            l_int32  threshold,
+                            l_int32  maxyshift)
+{
+char     *text;
+l_int32   full, n, i, ntext, same, maxd;
+PIX      *pix;
+L_RECOG  *recog;
+
+    PROCNAME("recogCreateFromPixaNoFinish");
+
+    if (!pixa)
+        return (L_RECOG *)ERROR_PTR("pixa not defined", procName, NULL);
+    pixaVerifyDepth(pixa, &same, &maxd);
+    if (maxd > 1)
+        return (L_RECOG *)ERROR_PTR("not all pix are 1 bpp", procName, NULL);
+
+    pixaIsFull(pixa, &full, NULL);
+    if (!full)
+        return (L_RECOG *)ERROR_PTR("not all pix are present", procName, NULL);
+
+    n = pixaGetCount(pixa);
+    pixaCountText(pixa, &ntext);
+    if (ntext == 0)
+        return (L_RECOG *)ERROR_PTR("no pix have text strings", procName, NULL);
+    if (ntext < n)
+        L_ERROR("%d text strings < %d pix\n", procName, ntext, n);
+
+    recog = recogCreate(scalew, scaleh, linew, threshold, maxyshift);
+    if (!recog)
+        return (L_RECOG *)ERROR_PTR("recog not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        text = pixGetText(pix);
+        if (!text || strlen(text) == 0) {
+            L_ERROR("pix[%d] has no text\n", procName, i);
+            pixDestroy(&pix);
+            continue;
+        }
+        recogTrainLabeled(recog, pix, NULL, text, 0);
+        pixDestroy(&pix);
+    }
+
+    return recog;
+}
+
+
+/*!
+ * \brief   recogCreate()
+ *
+ * \param[in]    scalew       scale all widths to this; use 0 otherwise
+ * \param[in]    scaleh       scale all heights to this; use 0 otherwise
+ * \param[in]    linew        width of normalized strokes; use 0 to skip
+ * \param[in]    threshold    for binarization; typically ~128; 0 for default
+ * \param[in]    maxyshift    from nominal centroid alignment; default is 1
+ * \return  recog, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If %scalew == 0 and %scaleh == 0, no scaling is done.
+ *          If one of these is 0 and the other is > 0, scaling is isotropic
+ *          to the requested size.  We typically do not set both > 0.
+ *      (2) Use linew > 0 to convert the templates to images with fixed
+ *          width strokes.  linew == 0 skips the conversion.
+ *      (3) The only valid values for %maxyshift are 0, 1 and 2.
+ *          It is recommended to use %maxyshift == 1 (default value).
+ *          Using %maxyshift == 0 is much faster than %maxyshift == 1, but
+ *          it is much less likely to find the template with the best
+ *          correlation.  Use of anything but 1 results in a warning.
+ *      (4) Scaling is used for finding outliers and for training a
+ *          book-adapted recognizer (BAR) from a bootstrap recognizer (BSR).
+ *          Scaling the height to a fixed value and scaling the width
+ *          accordingly (e.g., %scaleh = 40, %scalew = 0) is recommended.
+ *      (5) The storage for most of the arrays is allocated when training
+ *          is finished.
+ * 

+ */
+L_RECOG *
+recogCreate(l_int32  scalew,
+            l_int32  scaleh,
+            l_int32  linew,
+            l_int32  threshold,
+            l_int32  maxyshift)
+{
+L_RECOG  *recog;
+
+    PROCNAME("recogCreate");
+
+    if (scalew < 0 || scaleh < 0)
+        return (L_RECOG *)ERROR_PTR("invalid scalew or scaleh", procName, NULL);
+    if (linew > 10)
+        return (L_RECOG *)ERROR_PTR("invalid linew > 10", procName, NULL);
+    if (threshold == 0) threshold = DefaultThreshold;
+    if (threshold < 0 || threshold > 255) {
+        L_WARNING("invalid threshold; using default\n", procName);
+        threshold = DefaultThreshold;
+    }
+    if (maxyshift < 0 || maxyshift > 2) {
+         L_WARNING("invalid maxyshift; using default value\n", procName);
+         maxyshift = DefaultMaxYShift;
+    } else if (maxyshift == 0) {
+         L_WARNING("Using maxyshift = 0; faster, worse correlation results\n",
+                   procName);
+    } else if (maxyshift == 2) {
+         L_WARNING("Using maxyshift = 2; slower\n", procName);
+    }
+
+    recog = (L_RECOG *)LEPT_CALLOC(1, sizeof(L_RECOG));
+    recog->templ_use = L_USE_ALL_TEMPLATES;  /* default */
+    recog->threshold = threshold;
+    recog->scalew = scalew;
+    recog->scaleh = scaleh;
+    recog->linew = linew;
+    recog->maxyshift = maxyshift;
+    recogSetParams(recog, 1, -1, -1.0, -1.0);
+    recog->bmf = bmfCreate(NULL, 6);
+    recog->bmf_size = 6;
+    recog->maxarraysize = MaxExamplesInClass;
+
+        /* Generate the LUTs */
+    recog->centtab = makePixelCentroidTab8();
+    recog->sumtab = makePixelSumTab8();
+    recog->sa_text = sarrayCreate(0);
+    recog->dna_tochar = l_dnaCreate(0);
+
+        /* Input default values for min component size for splitting.
+         * These are overwritten when pixTrainingFinished() is called. */
+    recog->min_splitw = 6;
+    recog->max_splith = 60;
+
+        /* Allocate the paa for the unscaled training bitmaps */
+    recog->pixaa_u = pixaaCreate(recog->maxarraysize);
+
+        /* Generate the storage for debugging */
+    recog->pixadb_boot = pixaCreate(2);
+    recog->pixadb_split = pixaCreate(2);
+    return recog;
+}
+
+
+/*!
+ * \brief   recogDestroy()
+ *
+ * \param[in,out]   precog    will be set to null before returning
+ * \return  void
+ */
+void
+recogDestroy(L_RECOG  **precog)
+{
+L_RECOG  *recog;
+
+    PROCNAME("recogDestroy");
+
+    if (!precog) {
+        L_WARNING("ptr address is null\n", procName);
+        return;
+    }
+
+    if ((recog = *precog) == NULL) return;
+
+    LEPT_FREE(recog->centtab);
+    LEPT_FREE(recog->sumtab);
+    sarrayDestroy(&recog->sa_text);
+    l_dnaDestroy(&recog->dna_tochar);
+    pixaaDestroy(&recog->pixaa_u);
+    pixaDestroy(&recog->pixa_u);
+    ptaaDestroy(&recog->ptaa_u);
+    ptaDestroy(&recog->pta_u);
+    numaDestroy(&recog->nasum_u);
+    numaaDestroy(&recog->naasum_u);
+    pixaaDestroy(&recog->pixaa);
+    pixaDestroy(&recog->pixa);
+    ptaaDestroy(&recog->ptaa);
+    ptaDestroy(&recog->pta);
+    numaDestroy(&recog->nasum);
+    numaaDestroy(&recog->naasum);
+    pixaDestroy(&recog->pixa_tr);
+    pixaDestroy(&recog->pixadb_ave);
+    pixaDestroy(&recog->pixa_id);
+    pixDestroy(&recog->pixdb_ave);
+    pixDestroy(&recog->pixdb_range);
+    pixaDestroy(&recog->pixadb_boot);
+    pixaDestroy(&recog->pixadb_split);
+    bmfDestroy(&recog->bmf);
+    rchDestroy(&recog->rch);
+    rchaDestroy(&recog->rcha);
+    recogDestroyDid(recog);
+    LEPT_FREE(recog);
+    *precog = NULL;
+    return;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                              Recog accessors                           *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogGetCount()
+ *
+ * \param[in]    recog
+ * \return  count of classes in recog; 0 if no recog or on error
+ */
+l_int32
+recogGetCount(L_RECOG  *recog)
+{
+    PROCNAME("recogGetCount");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 0);
+    return recog->setsize;
+}
+
+
+/*!
+ * \brief   recogSetParams()
+ *
+ * \param[in]    recog          to be padded, if necessary
+ * \param[in]    type           type of char set; -1 for default;
+ *                              see enum in recog.h
+ * \param[in]    min_nopad      min number in a class without padding;
+ *                              use -1 for default
+ * \param[in]    max_wh_ratio   max width/height ratio allowed for splitting;
+ *                              use -1.0 for default
+ * \param[in]    max_ht_ratio   max of max/min averaged template height ratio;
+ *                              use -1.0 for default
+ * \return       0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is called when a recog is created.
+ *      (2) Default %min_nopad value allows for some padding.
+ *          To disable padding, set %min_nopad = 0.  To pad only when
+ *          no samples are available for the class, set %min_nopad = 1.
+ *      (3) The %max_wh_ratio limits the width/height ratio for components
+ *          that we attempt to split.  Splitting long components is expensive.
+ *      (4) The %max_ht_ratio is a quality requirement on the training data.
+ *          The recognizer will not run if the averages are computed and
+ *          the templates do not satisfy it.
+ * 

+ */
+l_ok
+recogSetParams(L_RECOG   *recog,
+               l_int32    type,
+               l_int32    min_nopad,
+               l_float32  max_wh_ratio,
+               l_float32  max_ht_ratio)
+{
+    PROCNAME("recogSetParams");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    recog->charset_type = (type >= 0) ? type : DefaultCharsetType;
+    recog->charset_size = recogGetCharsetSize(recog->charset_type);
+    recog->min_nopad = (min_nopad >= 0) ? min_nopad : DefaultMinNopad;
+    recog->max_wh_ratio = (max_wh_ratio > 0.0) ? max_wh_ratio :
+                          DefaultMaxWHRatio;
+    recog->max_ht_ratio = (max_ht_ratio > 1.0) ? max_ht_ratio :
+                          DefaultMaxHTRatio;
+    return 0;
+}
+
+
+/*!
+ * \brief   recogGetCharsetSize()
+ *
+ * \param[in]    type     of charset
+ * \return  size of charset, or 0 if unknown or on error
+ */
+static l_int32
+recogGetCharsetSize(l_int32  type)
+{
+    PROCNAME("recogGetCharsetSize");
+
+    switch (type) {
+    case L_UNKNOWN:
+        return 0;
+    case L_ARABIC_NUMERALS:
+        return 10;
+    case L_LC_ROMAN_NUMERALS:
+        return 7;
+    case L_UC_ROMAN_NUMERALS:
+        return 7;
+    case L_LC_ALPHA:
+        return 26;
+    case L_UC_ALPHA:
+        return 26;
+    default:
+        L_ERROR("invalid charset_type %d\n", procName, type);
+        return 0;
+    }
+    return 0;  /* shouldn't happen */
+}
+
+
+/*------------------------------------------------------------------------*
+ *                         Character/index lookup                         *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogGetClassIndex()
+ *
+ * \param[in]    recog     with LUT's pre-computed
+ * \param[in]    val       integer value; can be up to 3 bytes for UTF-8
+ * \param[in]    text      text from which %val was derived; used if not found
+ * \param[out]   pindex    index into dna_tochar
+ * \return  0 if found; 1 if not found and added; 2 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This is used during training.  There is one entry in
+ *          recog->dna_tochar (integer value, e.g., ascii) and
+ *          one in recog->sa_text (e.g, ascii letter in a string)
+ *          for each character class.
+ *      (2) This searches the dna character array for %val.  If it is
+ *          not found, the template represents a character class not
+ *          already seen: it increments setsize (the number of character
+ *          classes) by 1, and augments both the index (dna_tochar)
+ *          and text (sa_text) arrays.
+ *      (3) Returns the index in &index, except on error.
+ *      (4) Caller must check the function return value.
+ * 

+ */
+l_int32
+recogGetClassIndex(L_RECOG  *recog,
+                   l_int32   val,
+                   char     *text,
+                   l_int32  *pindex)
+{
+l_int32  i, n, ival;
+
+    PROCNAME("recogGetClassIndex");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 2);
+    *pindex = -1;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 2);
+    if (!text)
+        return ERROR_INT("text not defined", procName, 2);
+
+        /* Search existing characters */
+    n = l_dnaGetCount(recog->dna_tochar);
+    for (i = 0; i < n; i++) {
+        l_dnaGetIValue(recog->dna_tochar, i, &ival);
+        if (val == ival) {  /* found */
+            *pindex = i;
+            return 0;
+        }
+    }
+
+       /* If not found... */
+    l_dnaAddNumber(recog->dna_tochar, val);
+    sarrayAddString(recog->sa_text, text, L_COPY);
+    recog->setsize++;
+    *pindex = n;
+    return 1;
+}
+
+
+/*!
+ * \brief   recogStringToIndex()
+ *
+ * \param[in]    recog
+ * \param[in]    text     text string for some class
+ * \param[out]   pindex   index for that class; -1 if not found
+ * \return  0 if OK, 1 on error not finding the string is an error
+ */
+l_ok
+recogStringToIndex(L_RECOG  *recog,
+                   char     *text,
+                   l_int32  *pindex)
+{
+char    *charstr;
+l_int32  i, n, diff;
+
+    PROCNAME("recogStringtoIndex");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+    *pindex = -1;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!text)
+        return ERROR_INT("text not defined", procName, 1);
+
+        /* Search existing characters */
+    n = recog->setsize;
+    for (i = 0; i < n; i++) {
+        recogGetClassString(recog, i, &charstr);
+        if (!charstr) {
+            L_ERROR("string not found for index %d\n", procName, i);
+            continue;
+        }
+        diff = strcmp(text, charstr);
+        LEPT_FREE(charstr);
+        if (diff) continue;
+        *pindex = i;
+        return 0;
+    }
+
+    return 1;  /* not found */
+}
+
+
+/*!
+ * \brief   recogGetClassString()
+ *
+ * \param[in]    recog
+ * \param[in]    index       into array of char types
+ * \param[out]   pcharstr    string representation;
+ *                           returns an empty string on error
+ * \return  0 if found, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Extracts a copy of the string from sa_text, which
+ *          the caller must free.
+ *      (2) Caller must check the function return value.
+ * 

+ */
+l_int32
+recogGetClassString(L_RECOG  *recog,
+                    l_int32   index,
+                    char    **pcharstr)
+{
+    PROCNAME("recogGetClassString");
+
+    if (!pcharstr)
+        return ERROR_INT("&charstr not defined", procName, 1);
+    *pcharstr = stringNew("");
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 2);
+
+    if (index < 0 || index >= recog->setsize)
+        return ERROR_INT("invalid index", procName, 1);
+    LEPT_FREE(*pcharstr);
+    *pcharstr = sarrayGetString(recog->sa_text, index, L_COPY);
+    return 0;
+}
+
+
+/*!
+ * \brief   l_convertCharstrToInt()
+ *
+ * \param[in]    str     input string representing one UTF-8 character;
+ *                       not more than 4 bytes
+ * \param[out]   pval    integer value for the input.  Think of it
+ *                       as a 1-to-1 hash code.
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+l_convertCharstrToInt(const char  *str,
+                      l_int32     *pval)
+{
+l_int32  size, val;
+
+    PROCNAME("l_convertCharstrToInt");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0;
+    if (!str)
+        return ERROR_INT("str not defined", procName, 1);
+    size = strlen(str);
+    if (size == 0)
+        return ERROR_INT("empty string", procName, 1);
+    if (size > 4)
+        return ERROR_INT("invalid string: > 4 bytes", procName, 1);
+
+    val = (l_int32)str[0];
+    if (size > 1)
+        val = (val << 8) + (l_int32)str[1];
+    if (size > 2)
+        val = (val << 8) + (l_int32)str[2];
+    if (size > 3)
+        val = (val << 8) + (l_int32)str[3];
+    *pval = val;
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                             Serialization                              *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogRead()
+ *
+ * \param[in]    filename
+ * \return  recog, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) When a recog is serialized, a pixaa of the templates that are
+ *          actually used for correlation is saved in the pixaa_u array
+ *          of the recog.  These can be different from the templates that
+ *          were used to generate the recog, because those original templates
+ *          can be scaled and turned into normalized lines.  When recog1
+ *          is deserialized to recog2, these templates are put in both the
+ *          unscaled array (pixaa_u) and the modified array (pixaa) in recog2.
+ *          Why not put it in only the unscaled array and let
+ *          recogTrainingFinalized() regenerate the modified templates?
+ *          The reason is that with normalized lines, the operation of
+ *          thinning to a skeleton and dilating back to a fixed width
+ *          is not idempotent.  Thinning to a skeleton saves pixels at
+ *          the end of a line segment, and thickening the skeleton puts
+ *          additional pixels at the end of the lines.  This tends to
+ *          close gaps.
+ * 

+ */
+L_RECOG *
+recogRead(const char  *filename)
+{
+FILE     *fp;
+L_RECOG  *recog;
+
+    PROCNAME("recogRead");
+
+    if (!filename)
+        return (L_RECOG *)ERROR_PTR("filename not defined", procName, NULL);
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (L_RECOG *)ERROR_PTR("stream not opened", procName, NULL);
+
+    if ((recog = recogReadStream(fp)) == NULL) {
+        fclose(fp);
+        return (L_RECOG *)ERROR_PTR("recog not read", procName, NULL);
+    }
+
+    fclose(fp);
+    return recog;
+}
+
+
+/*!
+ * \brief   recogReadStream()
+ *
+ * \param[in]    fp     file stream
+ * \return  recog, or NULL on error
+ */
+L_RECOG *
+recogReadStream(FILE  *fp)
+{
+l_int32   version, setsize, threshold, scalew, scaleh, linew;
+l_int32   maxyshift, nc;
+L_DNA    *dna_tochar;
+PIXAA    *paa;
+L_RECOG  *recog;
+SARRAY   *sa_text;
+
+    PROCNAME("recogReadStream");
+
+    if (!fp)
+        return (L_RECOG *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if (fscanf(fp, "\nRecog Version %d\n", &version) != 1)
+        return (L_RECOG *)ERROR_PTR("not a recog file", procName, NULL);
+    if (version != RECOG_VERSION_NUMBER)
+        return (L_RECOG *)ERROR_PTR("invalid recog version", procName, NULL);
+    if (fscanf(fp, "Size of character set = %d\n", &setsize) != 1)
+        return (L_RECOG *)ERROR_PTR("setsize not read", procName, NULL);
+    if (fscanf(fp, "Binarization threshold = %d\n", &threshold) != 1)
+        return (L_RECOG *)ERROR_PTR("binary thresh not read", procName, NULL);
+    if (fscanf(fp, "Maxyshift = %d\n", &maxyshift) != 1)
+        return (L_RECOG *)ERROR_PTR("maxyshift not read", procName, NULL);
+    if (fscanf(fp, "Scale to width = %d\n", &scalew) != 1)
+        return (L_RECOG *)ERROR_PTR("width not read", procName, NULL);
+    if (fscanf(fp, "Scale to height = %d\n", &scaleh) != 1)
+        return (L_RECOG *)ERROR_PTR("height not read", procName, NULL);
+    if (fscanf(fp, "Normalized line width = %d\n", &linew) != 1)
+        return (L_RECOG *)ERROR_PTR("line width not read", procName, NULL);
+    if ((recog = recogCreate(scalew, scaleh, linew, threshold,
+                             maxyshift)) == NULL)
+        return (L_RECOG *)ERROR_PTR("recog not made", procName, NULL);
+
+    if (fscanf(fp, "\nLabels for character set:\n") != 0) {
+        recogDestroy(&recog);
+        return (L_RECOG *)ERROR_PTR("label intro not read", procName, NULL);
+    }
+    l_dnaDestroy(&recog->dna_tochar);
+    if ((dna_tochar = l_dnaReadStream(fp)) == NULL) {
+        recogDestroy(&recog);
+        return (L_RECOG *)ERROR_PTR("dna_tochar not read", procName, NULL);
+    }
+    recog->dna_tochar = dna_tochar;
+    sarrayDestroy(&recog->sa_text);
+    if ((sa_text = sarrayReadStream(fp)) == NULL) {
+        recogDestroy(&recog);
+        return (L_RECOG *)ERROR_PTR("sa_text not read", procName, NULL);
+    }
+    recog->sa_text = sa_text;
+
+    if (fscanf(fp, "\nPixaa of all samples in the training set:\n") != 0) {
+        recogDestroy(&recog);
+        return (L_RECOG *)ERROR_PTR("pixaa intro not read", procName, NULL);
+    }
+    if ((paa = pixaaReadStream(fp)) == NULL) {
+        recogDestroy(&recog);
+        return (L_RECOG *)ERROR_PTR("pixaa not read", procName, NULL);
+    }
+    recog->setsize = setsize;
+    nc = pixaaGetCount(paa, NULL);
+    if (nc != setsize) {
+        recogDestroy(&recog);
+        pixaaDestroy(&paa);
+        L_ERROR("(setsize = %d) != (paa count = %d)\n", procName,
+                     setsize, nc);
+        return NULL;
+    }
+
+    recogAddAllSamples(&recog, paa, 0);  /* this finishes */
+    pixaaDestroy(&paa);
+    if (!recog)
+        return (L_RECOG *)ERROR_PTR("bad templates", procName, NULL);
+    return recog;
+}
+
+
+/*!
+ * \brief   recogReadMem()
+ *
+ * \param[in]    data    serialization of recog (not ascii)
+ * \param[in]    size    of data in bytes
+ * \return  recog, or NULL on error
+ */
+L_RECOG *
+recogReadMem(const l_uint8  *data,
+             size_t          size)
+{
+FILE     *fp;
+L_RECOG  *recog;
+
+    PROCNAME("recogReadMem");
+
+    if (!data)
+        return (L_RECOG *)ERROR_PTR("data not defined", procName, NULL);
+    if ((fp = fopenReadFromMemory(data, size)) == NULL)
+        return (L_RECOG *)ERROR_PTR("stream not opened", procName, NULL);
+
+    recog = recogReadStream(fp);
+    fclose(fp);
+    if (!recog) L_ERROR("recog not read\n", procName);
+    return recog;
+}
+
+
+/*!
+ * \brief   recogWrite()
+ *
+ * \param[in]    filename
+ * \param[in]    recog
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pixaa of templates that is written is the modified one
+ *          in the pixaa field. It is the pixaa that is actually used
+ *          for correlation. This is not the unscaled array of labeled
+ *          bitmaps, in pixaa_u, that was used to generate the recog in the
+ *          first place.  See the notes in recogRead() for the rationale.
+ * 

+ */
+l_ok
+recogWrite(const char  *filename,
+           L_RECOG     *recog)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("recogWrite");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "wb")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = recogWriteStream(fp, recog);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("recog not written to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogWriteStream()
+ *
+ * \param[in]    fp      file stream opened for "wb"
+ * \param[in]    recog
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+recogWriteStream(FILE     *fp,
+                 L_RECOG  *recog)
+{
+    PROCNAME("recogWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    fprintf(fp, "\nRecog Version %d\n", RECOG_VERSION_NUMBER);
+    fprintf(fp, "Size of character set = %d\n", recog->setsize);
+    fprintf(fp, "Binarization threshold = %d\n", recog->threshold);
+    fprintf(fp, "Maxyshift = %d\n", recog->maxyshift);
+    fprintf(fp, "Scale to width = %d\n", recog->scalew);
+    fprintf(fp, "Scale to height = %d\n", recog->scaleh);
+    fprintf(fp, "Normalized line width = %d\n", recog->linew);
+    fprintf(fp, "\nLabels for character set:\n");
+    l_dnaWriteStream(fp, recog->dna_tochar);
+    sarrayWriteStream(fp, recog->sa_text);
+    fprintf(fp, "\nPixaa of all samples in the training set:\n");
+    pixaaWriteStream(fp, recog->pixaa);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   recogWriteMem()
+ *
+ * \param[out]   pdata    data of serialized recog (not ascii)
+ * \param[out]   psize    size of returned data
+ * \param[in]    recog
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Serializes a recog in memory and puts the result in a buffer.
+ * 

+ */
+l_ok
+recogWriteMem(l_uint8  **pdata,
+              size_t    *psize,
+              L_RECOG   *recog)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("recogWriteMem");
+
+    if (pdata) *pdata = NULL;
+    if (psize) *psize = 0;
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+#if HAVE_FMEMOPEN
+    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = recogWriteStream(fp, recog);
+#else
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #endif  /* _WIN32 */
+    ret = recogWriteStream(fp, recog);
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   recogExtractPixa()
+ *
+ * \param[in]   recog
+ * \return  pixa if OK, NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a pixa of all the unscaled images in the
+ *          recognizer, where each one has its character class label in
+ *          the pix text field, by flattening pixaa_u to a pixa.
+ * 

+ */
+PIXA *
+recogExtractPixa(L_RECOG  *recog)
+{
+    PROCNAME("recogExtractPixa");
+
+    if (!recog)
+        return (PIXA *)ERROR_PTR("recog not defined", procName, NULL);
+
+    recogAddCharstrLabels(recog);
+    return pixaaFlattenToPixa(recog->pixaa_u, NULL, L_CLONE);
+}
+
+
+/*!
+ * \brief   recogAddCharstrLabels()
+ *
+ * \param[in]    recog
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+recogAddCharstrLabels(L_RECOG  *recog)
+{
+char    *text;
+l_int32  i, j, n1, n2;
+PIX     *pix;
+PIXA    *pixa;
+PIXAA   *paa;
+
+    PROCNAME("recogAddCharstrLabels");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+        /* Add the labels to each unscaled pix */
+    paa = recog->pixaa_u;
+    n1 = pixaaGetCount(paa, NULL);
+    for (i = 0; i < n1; i++) {
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        text = sarrayGetString(recog->sa_text, i, L_NOCOPY);
+        n2 = pixaGetCount(pixa);
+        for (j = 0; j < n2; j++) {
+             pix = pixaGetPix(pixa, j, L_CLONE);
+             pixSetText(pix, text);
+             pixDestroy(&pix);
+        }
+        pixaDestroy(&pixa);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   recogAddAllSamples()
+ *
+ * \param[in]    precog    addr of recog
+ * \param[in]    paa       pixaa from previously trained recog
+ * \param[in]    debug
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) On error, the input recog is destroyed.
+ *      (2) This is used with the serialization routine recogRead(),
+ *          where each pixa in the pixaa represents a set of characters
+ *          in a different class.  Before calling this function, we have
+ *          verified that the number of character classes, given by the
+ *          setsize field in %recog, equals the number of pixa in the paa.
+ *          The character labels for each set are in the sa_text field.
+ * 

+ */
+static l_int32
+recogAddAllSamples(L_RECOG  **precog,
+                   PIXAA     *paa,
+                   l_int32    debug)
+{
+char     *text;
+l_int32   i, j, nc, ns;
+PIX      *pix;
+PIXA     *pixa, *pixa1;
+L_RECOG  *recog;
+
+    PROCNAME("recogAddAllSamples");
+
+    if (!precog)
+        return ERROR_INT("&recog not defined", procName, 1);
+    if ((recog = *precog) == NULL)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!paa) {
+        recogDestroy(&recog);
+        return ERROR_INT("paa not defined", procName, 1);
+    }
+
+    nc = pixaaGetCount(paa, NULL);
+    for (i = 0; i < nc; i++) {
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        ns = pixaGetCount(pixa);
+        text = sarrayGetString(recog->sa_text, i, L_NOCOPY);
+        pixa1 = pixaCreate(ns);
+        pixaaAddPixa(recog->pixaa_u, pixa1, L_INSERT);
+        for (j = 0; j < ns; j++) {
+            pix = pixaGetPix(pixa, j, L_CLONE);
+            if (debug) fprintf(stderr, "pix[%d,%d]: text = %s\n", i, j, text);
+            pixaaAddPix(recog->pixaa_u, i, pix, NULL, L_INSERT);
+        }
+        pixaDestroy(&pixa);
+    }
+
+    recogTrainingFinished(&recog, 0, -1, -1.0);  /* For second parameter,
+                                             see comment in recogRead() */
+    if (!recog)
+        return ERROR_INT("bad templates; recog destroyed", procName, 1);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/recogdid.c b/3rdparty/hgOCR/leptonica/recogdid.c
new file mode 100644
index 00000000..105bc3ef
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/recogdid.c
@@ -0,0 +1,1074 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file recogdid.c
+ * 
+ *
+ *      Top-level identification
+ *         BOXA             *recogDecode()
+ *
+ *      Generate decoding arrays
+ *         static l_int32    recogPrepareForDecoding()
+ *         static l_int32    recogMakeDecodingArray()
+ *
+ *      Dynamic programming for best path
+ *         static l_int32    recogRunViterbi()
+ *         static l_int32    recogRescoreDidResult()
+ *         static PIX       *recogShowPath()
+ *
+ *      Create/destroy temporary DID data
+ *         l_int32           recogCreateDid()
+ *         l_int32           recogDestroyDid()
+ *
+ *      Various helpers
+ *         l_int32           recogDidExists()
+ *         L_RDID           *recogGetDid()
+ *         static l_int32    recogGetWindowedArea()
+ *         l_int32           recogSetChannelParams()
+ *         static l_int32    recogTransferRchToDid()
+ *
+ *  See recogbasic.c for examples of training a recognizer, which is
+ *  required before it can be used for document image decoding.
+ *
+ *  Gary Kopec pioneered this hidden markov approach to "Document Image
+ *  Decoding" (DID) in the early 1990s.  It is based on estimation
+ *  using a generative model of the image generation process, and
+ *  provides the most likely decoding of an image if the model is correct.
+ *  Given the model, it finds the maximum a posteriori (MAP) "message"
+ *  given the observed image.  The model describes how to generate
+ *  an image from a message, and the MAP message is derived from the
+ *  observed image using Bayes' theorem.  This approach can also be used
+ *  to build the model, using the iterative expectation/maximization
+ *  method from labeled but errorful data.
+ *
+ *  In a little more detail: The model comprises three things: the ideal
+ *  printed character templates, the independent bit-flip noise model, and
+ *  the character setwidths.  When a character is printed, the setwidth
+ *  is the distance in pixels that you move forward before being able
+ *  to print the next character.  It is typically slightly less than the
+ *  width of the character template: if too small, an extra character can be
+ *  hallucinated; if too large, it will not be able to match the next
+ *  character template on the line.  The model assumes that the probabilities
+ *  of bit flip depend only on the assignment of the pixel to background
+ *  or template foreground.  The multilevel templates have different
+ *  bit flip probabilities for each level.  Because a character image
+ *  is composed of many pixels, each of which can be independently flipped,
+ *  the actual probability of seeing any rendering is exceedingly small,
+ *  being composed of the product of the probabilities for each pixel.
+ *  The log likelihood is used both to avoid numeric underflow and,
+ *  more importantly, because it results in a summation of independent
+ *  pixel probabilities.  That summation can be shown, in Kopec's
+ *  original paper, to consist of a sum of two terms: (a) the number of
+ *  fg pixels in the bit-and of the observed image with the ideal
+ *  template and (b) the number of fg pixels in the template.  Each
+ *  has a coefficient that depends only on the bit-flip probabilities
+ *  for the fg and bg.  A beautiful result, and computationally simple!
+ *  One nice feature of this approach is that the result of the decoding
+ *  is not very sensitive to the values  used for the bit flip probabilities.
+ *
+ *  The procedure for finding the best decoding (MAP) for a given image goes
+ *  under several names: Viterbi, dynamic programming, hidden markov model.
+ *  It is called a "hidden markov model" because the templates are assumed
+ *  to be printed serially and we don't know what they are -- the identity
+ *  of the templates must be inferred from the observed image.
+ *  The possible decodings form a dense trellis over the pixel positions,
+ *  where at each pixel position you have the possibility of having any
+ *  of the characters printed there (with some reference point) or having
+ *  a single pixel wide space inserted there.  Thus, before the trellis
+ *  can be traversed, we must do the work of finding the log probability,
+ *  at each pixel location, that each of the templates was printed there.
+ *  Armed with those arrays of data, the dynamic programming procedure
+ *  moves from left to right, one pixel at a time, recursively finding
+ *  the path with the highest log probability that gets to that pixel
+ *  position (and noting which template was printed to arrive there).
+ *  After reaching the right side of the image, we can simply backtrack
+ *  along the path, jumping over each template that lies on the highest
+ *  scoring path.  This best path thus only goes through a few of the
+ *  pixel positions.
+ *
+ *  There are two refinements to the original Kopec paper.  In the first,
+ *  one uses multiple, non-overlapping fg templates, each with its own
+ *  bit flip probability.  This makes sense, because the probability
+ *  that a fg boundary pixel flips to bg is greater than that of a fg
+ *  pixel not on the boundary.  And the flip probability of a fg boundary
+ *  pixel is smaller than that of a bg boundary pixel, which in turn
+ *  is greater than that of a bg pixel not on a boundary (the latter
+ *  is taken to be the true background).  Then the simplest realistic
+ *  multiple template model has three templates that are not background.
+ *
+ *  In the second refinement, a heuristic (strict upper bound) is used
+ *  iteratively in the Viterbi process to compute the log probabilities.
+ *  Using the heuristic, you find the best path, and then score all nodes
+ *  on that path with the actual probability, which is guaranteed to
+ *  be a smaller number.  You run this iteratively, rescoring just the best
+ *  found path each time.  After each rescoring, the path may change because
+ *  the local scores have been reduced.  However, the process converges
+ *  rapidly, and when it doesn't change, it must be the best path because
+ *  it is properly scored (even if neighboring paths are heuristically
+ *  scored).  The heuristic score is found column-wise by assuming
+ *  that all the fg pixels in the template are on fg pixels in the image --
+ *  we just take the minimum of the number of pixels in the template
+ *  and image column.  This can easily give a 10-fold reduction in
+ *  computation because the heuristic score can be computed much faster
+ *  than the exact score.
+ *
+ *  For reference, the classic paper on the approach by Kopec is:
+ *  * "Document Image Decoding Using Markov Source Models", IEEE Trans.
+ *    PAMI, Vol 16, No. 6, June 1994, pp 602-617.
+ *  A refinement of the method for multilevel templates by Kopec is:
+ *  * "Multilevel Character Templates for Document Image Decoding",
+ *    Proc. SPIE 3027, Document Recognition IV, p. 168ff, 1997.
+ *  Further refinements for more efficient decoding are given in these
+ *  two papers, which are both stored on leptonica.org:
+ *  * "Document Image Decoding using Iterated Complete Path Search", Minka,
+ *    Bloomberg and Popat, Proc. SPIE Vol 4307, p. 250-258, Document
+ *    Recognition and Retrieval VIII, San Jose, CA 2001.
+ *  * "Document Image Decoding using Iterated Complete Path Search with
+ *    Subsampled Heuristic Scoring", Bloomberg, Minka and Popat, ICDAR 2001,
+ *    p. 344-349, Sept. 2001, Seattle.
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+static l_int32 recogPrepareForDecoding(L_RECOG *recog, PIX *pixs,
+                                       l_int32 debug);
+static l_int32 recogMakeDecodingArray(L_RECOG *recog, l_int32 index,
+                                      l_int32 debug);
+static l_int32 recogRunViterbi(L_RECOG *recog, PIX **ppixdb);
+static l_int32 recogRescoreDidResult(L_RECOG *recog, PIX **ppixdb);
+static PIX *recogShowPath(L_RECOG *recog, l_int32 select);
+static l_int32 recogGetWindowedArea(L_RECOG *recog, l_int32 index,
+                                    l_int32 x, l_int32 *pdely, l_int32 *pwsum);
+static l_int32 recogTransferRchToDid(L_RECOG *recog, l_int32 x, l_int32 y);
+
+    /* Parameters for modeling the decoding */
+static const l_float32  SetwidthFraction = 0.95;
+static const l_int32    MaxYShift = 1;
+
+    /* Channel parameters.  alpha[0] is the probability that a bg pixel
+     * is OFF.  alpha[1] is the probability that level 1 fg is ON.
+     * The actual values are not too critical, but they must be larger
+     * than 0.5 and smaller than 1.0.  For more accuracy in template
+     * matching, use a 4-level template, where levels 2 and 3 are
+     * boundary pixels in the fg and bg, respectively. */
+static const l_float32  DefaultAlpha2[] = {0.95f, 0.9f};
+static const l_float32  DefaultAlpha4[] = {0.95f, 0.9f, 0.75f, 0.25f};
+
+
+/*------------------------------------------------------------------------*
+ *                       Top-level identification                         *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogDecode()
+ *
+ * \param[in]    recog      with LUT's pre-computed
+ * \param[in]    pixs       typically of multiple touching characters, 1 bpp
+ * \param[in]    nlevels    of templates; 2 for now
+ * \param[out]   ppixdb     [optional] debug result; can be null
+ * \return  boxa  segmentation of pixs into characters, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The input pixs has been filtered so that it is likely to be
+ *          composed of more than one touching character.  Specifically,
+ *          its height can only slightly exceed that of the tallest
+ *          unscaled template, the width is somewhat larger than the
+ *          width of the widest unscaled template, and the w/h aspect ratio
+ *          is bounded by max_wh_ratio.
+ *      (2) This uses the DID mechanism with labeled templates to
+ *          segment the input %pixs.  The resulting segmentation is
+ *          returned.  (It is given by did->boxa).
+ *      (3) In debug mode, the Viterbi path is rescored based on all
+ *          the templates.  In non-debug mode, the same procedure is
+ *          carried out by recogIdentifyPix() on the result of the
+ *          segmentation.
+ * 

+ */
+BOXA  *
+recogDecode(L_RECOG  *recog,
+            PIX      *pixs,
+            l_int32   nlevels,
+            PIX     **ppixdb)
+{
+l_int32  debug;
+PIX     *pix1;
+PIXA    *pixa;
+
+    PROCNAME("recogDecode");
+
+    if (ppixdb) *ppixdb = NULL;
+    if (!recog)
+        return (BOXA *)ERROR_PTR("recog not defined", procName, NULL);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (BOXA *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (!recog->train_done)
+        return (BOXA *)ERROR_PTR("training not finished", procName, NULL);
+    if (nlevels != 2)
+        return (BOXA *)ERROR_PTR("nlevels != 2 (for now)", procName, NULL);
+
+    debug = (ppixdb) ? 1 : 0;
+    if (recogPrepareForDecoding(recog, pixs, debug))
+        return (BOXA *)ERROR_PTR("error making arrays", procName, NULL);
+    recogSetChannelParams(recog, nlevels);
+
+        /* Normal path; just run Viterbi */
+    if (!debug) {
+        if (recogRunViterbi(recog, NULL) == 0)
+            return boxaCopy(recog->did->boxa, L_COPY);
+        else
+            return (BOXA *)ERROR_PTR("error in Viterbi", procName, NULL);
+    }
+
+        /* Debug path */
+    if (recogRunViterbi(recog, &pix1))
+        return (BOXA *)ERROR_PTR("error in viterbi", procName, NULL);
+    pixa = pixaCreate(2);
+    pixaAddPix(pixa, pix1, L_INSERT);
+    if (recogRescoreDidResult(recog, &pix1)) {
+        pixaDestroy(&pixa);
+        return (BOXA *)ERROR_PTR("error in rescoring", procName, NULL);
+    }
+    pixaAddPix(pixa, pix1, L_INSERT);
+    *ppixdb = pixaDisplayTiledInRows(pixa, 32, 2 * pixGetWidth(pix1) + 100,
+                                     1.0, 0, 30, 2);
+    pixaDestroy(&pixa);
+    return boxaCopy(recog->did->boxa, L_COPY);
+}
+
+
+/*------------------------------------------------------------------------*
+ *                       Generate decoding arrays                         *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogPrepareForDecoding()
+ *
+ * \param[in]    recog    with LUT's pre-computed
+ * \param[in]    pixs     typically of multiple touching characters, 1 bpp
+ * \param[in]    debug    1 for debug output; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Binarizes and crops input %pixs.
+ *      (2) Removes previous L_RDID struct and makes a new one.
+ *      (3) Generates the bit-and sum arrays for each character template
+ *          at each pixel position in %pixs.  These are used in the
+ *          Viterbi dynamic programming step.
+ *      (4) The values are saved in the scoring arrays at the left edge
+ *          of the template.  They are used in the Viterbi process
+ *          at the setwidth position (which is near the RHS of the template
+ *          as it is positioned on pixs) in the generated trellis.
+ * 

+ */
+static l_int32
+recogPrepareForDecoding(L_RECOG  *recog,
+                        PIX      *pixs,
+                        l_int32   debug)
+{
+l_int32  i;
+PIX     *pix1;
+L_RDID  *did;
+
+    PROCNAME("recogPrepareForDecoding");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (!recog->train_done)
+        return ERROR_INT("training not finished", procName, 1);
+
+    if (!recog->ave_done)
+        recogAverageSamples(&recog, 0);
+
+        /* Binarize and crop to foreground if necessary */
+    if ((pix1 = recogProcessToIdentify(recog, pixs, 0)) == NULL)
+        return ERROR_INT("pix1 not made", procName, 1);
+
+        /* Remove any existing RecogDID and set up a new one */
+    recogDestroyDid(recog);
+    if (recogCreateDid(recog, pix1)) {
+        pixDestroy(&pix1);
+        return ERROR_INT("decoder not made", procName, 1);
+    }
+
+        /* Compute vertical sum and first moment arrays */
+    did = recogGetDid(recog);  /* owned by recog */
+    did->nasum = pixCountPixelsByColumn(pix1);
+    did->namoment = pixGetMomentByColumn(pix1, 1);
+
+        /* Generate the arrays */
+    for (i = 0; i < recog->did->narray; i++)
+        recogMakeDecodingArray(recog, i, debug);
+
+    pixDestroy(&pix1);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogMakeDecodingArray()
+ *
+ * \param[in]    recog
+ * \param[in]    index     of averaged template
+ * \param[in]    debug     1 for debug output; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Generates the bit-and sum array for a character template along pixs.
+ *      (2) The values are saved in the scoring arrays at the left edge
+ *          of the template as it is positioned on pixs.
+ * 

+ */
+static l_int32
+recogMakeDecodingArray(L_RECOG  *recog,
+                       l_int32   index,
+                       l_int32   debug)
+{
+l_int32   i, j, w1, h1, w2, h2, nx, ycent2, count, maxcount, maxdely;
+l_int32   sum, moment, dely, shifty;
+l_int32  *counta, *delya, *ycent1, *arraysum, *arraymoment, *sumtab;
+NUMA     *nasum, *namoment;
+PIX      *pix1, *pix2, *pix3;
+L_RDID   *did;
+
+    PROCNAME("recogMakeDecodingArray");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if ((did = recogGetDid(recog)) == NULL)
+        return ERROR_INT("did not defined", procName, 1);
+    if (index < 0 || index >= did->narray)
+        return ERROR_INT("invalid index", procName, 1);
+
+        /* Check that pix1 is large enough for this template. */
+    pix1 = did->pixs;  /* owned by did; do not destroy */
+    pixGetDimensions(pix1, &w1, &h1, NULL);
+    pix2 = pixaGetPix(recog->pixa_u, index, L_CLONE);
+    pixGetDimensions(pix2, &w2, &h2, NULL);
+    if (w1 < w2) {
+        L_INFO("w1 = %d < w2 = %d for index %d\n", procName, w1, w2, index);
+        pixDestroy(&pix2);
+        return 0;
+    }
+
+    nasum = did->nasum;
+    namoment = did->namoment;
+    ptaGetIPt(recog->pta_u, index, NULL, &ycent2);
+    sumtab = recog->sumtab;
+    counta = did->counta[index];
+    delya = did->delya[index];
+
+        /* Set up the array for ycent1.  This gives the y-centroid location
+         * for a window of width w2, starting at location i. */
+    nx = w1 - w2 + 1;  /* number of positions w2 can be placed in w1 */
+    ycent1 = (l_int32 *)LEPT_CALLOC(nx, sizeof(l_int32));
+    arraysum = numaGetIArray(nasum);
+    arraymoment = numaGetIArray(namoment);
+    for (i = 0, sum = 0, moment = 0; i < w2; i++) {
+        sum += arraysum[i];
+        moment += arraymoment[i];
+    }
+    for (i = 0; i < nx - 1; i++) {
+        ycent1[i] = (sum == 0) ? ycent2 : (l_float32)moment / (l_float32)sum;
+        sum += arraysum[w2 + i] - arraysum[i];
+        moment += arraymoment[w2 + i] - arraymoment[i];
+    }
+    ycent1[nx - 1] = (sum == 0) ? ycent2 : (l_float32)moment / (l_float32)sum;
+
+        /* Compute the bit-and sum between the template pix2 and pix1, at
+         * locations where the left side of pix2 goes from 0 to nx - 1
+         * in pix1.  Do this around the vertical alignment of the pix2
+         * centroid and the windowed pix1 centroid.
+         *  (1) Start with pix3 cleared and approximately equal in size to pix1.
+         *  (2) Blit the y-shifted pix2 onto pix3.  Then all ON pixels
+         *      are within the intersection of pix1 and the shifted pix2.
+         *  (3) AND pix1 with pix3. */
+    pix3 = pixCreate(w2, h1, 1);
+    for (i = 0; i < nx; i++) {
+        shifty = (l_int32)(ycent1[i] - ycent2 + 0.5);
+        maxcount = 0;
+        maxdely = 0;
+        for (j = -MaxYShift; j <= MaxYShift; j++) {
+            pixClearAll(pix3);
+            dely = shifty + j;  /* amount pix2 is shifted relative to pix1 */
+            pixRasterop(pix3, 0, dely, w2, h2, PIX_SRC, pix2, 0, 0);
+            pixRasterop(pix3, 0, 0, w2, h1, PIX_SRC & PIX_DST, pix1, i, 0);
+            pixCountPixels(pix3, &count, sumtab);
+            if (count > maxcount) {
+                maxcount = count;
+                maxdely = dely;
+            }
+        }
+        counta[i] = maxcount;
+        delya[i] = maxdely;
+    }
+    did->fullarrays = TRUE;
+
+    pixDestroy(&pix2);
+    pixDestroy(&pix3);
+    LEPT_FREE(ycent1);
+    LEPT_FREE(arraysum);
+    LEPT_FREE(arraymoment);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                  Dynamic programming for best path
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogRunViterbi()
+ *
+ * \param[in]    recog     with LUT's pre-computed
+ * \param[out]   ppixdb    [optional] debug result; can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This can be used when the templates are unscaled.  It works by
+ *          matching the average, unscaled templates of each class to
+ *          all positions.
+ *      (2) It is recursive, in that
+ *          (a) we compute the score successively at all pixel positions x,
+ *          (b) to compute the score at x in the trellis, for each
+ *              template we look backwards to (x - setwidth) to get the
+ *              score if that template were to be printed with its
+ *              setwidth location at x.  We save at x the template and
+ *              score that maximizes the sum of the score at (x - setwidth)
+ *              and the log-likelihood for the template to be printed with
+ *              its LHS there.
+ *      (3) The primary output is a boxa of the locations for splitting
+ *          the input image.  These locations are used later to split the
+ *          image and send the pieces individually for recognition.
+ *          This can be done in either recogIdentifyMultiple(), or
+ *          for debugging in recogRescoreDidResult().
+ * 

+ */
+static l_int32
+recogRunViterbi(L_RECOG  *recog,
+                PIX     **ppixdb)
+{
+l_int32     i, w1, w2, h1, xnz, x, narray, minsetw;
+l_int32     first, templ, xloc, dely, counts, area1;
+l_int32     besttempl, spacetempl;
+l_int32    *setw, *didtempl;
+l_int32    *area2;  /* must be freed */
+l_float32   prevscore, matchscore, maxscore, correl;
+l_float32  *didscore;
+BOX        *box;
+PIX        *pix1;
+L_RDID     *did;
+
+    PROCNAME("recogRunViterbi");
+
+    if (ppixdb) *ppixdb = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if ((did = recogGetDid(recog)) == NULL)
+        return ERROR_INT("did not defined", procName, 1);
+    if (did->fullarrays == 0)
+        return ERROR_INT("did full arrays not made", procName, 1);
+
+        /* Compute the minimum setwidth. Bad templates with very small
+         * width can cause havoc because the setwidth is too small. */
+    w1 = did->size;
+    narray = did->narray;
+    spacetempl = narray;
+    setw = did->setwidth;
+    minsetw = 100000;
+    for (i = 0; i < narray; i++) {
+        if (setw[i] < minsetw)
+            minsetw = setw[i];
+    }
+    if (minsetw <= 2)
+        return ERROR_INT("minsetw <= 2; bad templates", procName, 1);
+
+        /* The score array is initialized to 0.0.  As we proceed to
+         * the left, the log likelihood for the partial paths goes
+         * negative, and we prune for the max (least negative) path.
+         * No matches will be computed until we reach x = min(setwidth);
+         * until then first == TRUE after looping over templates. */
+    didscore = did->trellisscore;
+    didtempl = did->trellistempl;
+    area2 = numaGetIArray(recog->nasum_u);
+    besttempl = 0;  /* just tells compiler it is initialized */
+    maxscore = 0.0;  /* ditto */
+    for (x = minsetw; x < w1; x++) {  /* will always get a score */
+        first = TRUE;
+        for (i = 0; i < narray; i++) {
+            if (x - setw[i] < 0) continue;
+            matchscore = didscore[x - setw[i]] +
+                         did->gamma[1] * did->counta[i][x - setw[i]] +
+                         did->beta[1] * area2[i];
+            if (first) {
+                maxscore = matchscore;
+                besttempl = i;
+                first = FALSE;
+            } else {
+                if (matchscore > maxscore) {
+                    maxscore = matchscore;
+                    besttempl = i;
+                }
+            }
+        }
+
+            /* We can also put down a single pixel space, with no cost
+             * because all pixels are bg. */
+        prevscore = didscore[x - 1];
+        if (prevscore > maxscore) {  /* 1 pixel space is best */
+            maxscore = prevscore;
+            besttempl = spacetempl;
+        }
+        didscore[x] = maxscore;
+        didtempl[x] = besttempl;
+    }
+
+        /* Backtrack to get the best path.
+         * Skip over (i.e., ignore) all single pixel spaces. */
+    for (x = w1 - 1; x >= 0; x--) {
+        if (didtempl[x] != spacetempl) break;
+    }
+    h1 = pixGetHeight(did->pixs);
+    while (x > 0) {
+        if (didtempl[x] == spacetempl) {  /* skip over spaces */
+            x--;
+            continue;
+        }
+        templ = didtempl[x];
+        xloc = x - setw[templ];
+        if (xloc < 0) break;
+        counts = did->counta[templ][xloc];  /* bit-and counts */
+        recogGetWindowedArea(recog, templ, xloc, &dely, &area1);
+        correl = ((l_float32)(counts) * counts) /
+                  (l_float32)(area2[templ] * area1);
+        pix1 = pixaGetPix(recog->pixa_u, templ, L_CLONE);
+        w2 = pixGetWidth(pix1);
+        numaAddNumber(did->natempl, templ);
+        numaAddNumber(did->naxloc, xloc);
+        numaAddNumber(did->nadely, dely);
+        numaAddNumber(did->nawidth, pixGetWidth(pix1));
+        numaAddNumber(did->nascore, correl);
+        xnz = L_MAX(xloc, 0);
+        box = boxCreate(xnz, dely, w2, h1);
+        boxaAddBox(did->boxa, box, L_INSERT);
+        pixDestroy(&pix1);
+        x = xloc;
+    }
+
+    if (ppixdb) {
+        numaWriteStream(stderr, did->natempl);
+        numaWriteStream(stderr, did->naxloc);
+        numaWriteStream(stderr, did->nadely);
+        numaWriteStream(stderr, did->nawidth);
+        numaWriteStream(stderr, did->nascore);
+        boxaWriteStream(stderr, did->boxa);
+        *ppixdb = recogShowPath(recog, 0);
+    }
+
+    LEPT_FREE(area2);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogRescoreDidResult()
+ *
+ * \param[in]    recog     with LUT's pre-computed
+ * \param[out]   ppixdb    [optional] debug result; can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does correlation matching with all unscaled templates,
+ *          using the character segmentation determined by the Viterbi path.
+ * 

+ */
+static l_int32
+recogRescoreDidResult(L_RECOG  *recog,
+                      PIX     **ppixdb)
+{
+l_int32    i, n, sample, x, dely, index;
+char      *text;
+l_float32  score;
+BOX       *box1;
+PIX       *pixs, *pix1;
+L_RDID    *did;
+
+    PROCNAME("recogRescoreDidResult");
+
+    if (ppixdb) *ppixdb = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if ((did = recogGetDid(recog)) == NULL)
+        return ERROR_INT("did not defined", procName, 1);
+    if (did->fullarrays == 0)
+        return ERROR_INT("did full arrays not made", procName, 1);
+    if ((n = numaGetCount(did->naxloc)) == 0)
+        return ERROR_INT("no elements in path", procName, 1);
+
+    pixs = did->pixs;
+    for (i = 0; i < n; i++) {
+        box1 = boxaGetBox(did->boxa, i, L_COPY);
+        boxGetGeometry(box1, &x, &dely, NULL, NULL);
+        pix1 = pixClipRectangle(pixs, box1, NULL);
+        recogIdentifyPix(recog, pix1, NULL);
+        recogTransferRchToDid(recog, x, dely);
+        if (ppixdb) {
+            rchExtract(recog->rch, &index, &score, &text,
+                       &sample, NULL, NULL, NULL);
+            fprintf(stderr, "text = %s, index = %d, sample = %d,"
+                    " score = %5.3f\n", text, index, sample, score);
+        }
+        pixDestroy(&pix1);
+        boxDestroy(&box1);
+        LEPT_FREE(text);
+    }
+
+    if (ppixdb)
+        *ppixdb = recogShowPath(recog, 1);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   recogShowPath()
+ *
+ * \param[in]    recog     with LUT's pre-computed
+ * \param[in]    select    0 for Viterbi; 1 for rescored
+ * \return  pix debug output), or NULL on error
+ */
+static PIX *
+recogShowPath(L_RECOG  *recog,
+              l_int32   select)
+{
+char       textstr[16];
+l_int32    i, j, n, index, xloc, dely;
+l_float32  score;
+L_BMF     *bmf;
+NUMA      *natempl_s, *nasample_s, *nascore_s, *naxloc_s, *nadely_s;
+PIX       *pixs, *pix0, *pix1, *pix2, *pix3, *pix4, *pix5;
+L_RDID    *did;
+
+    PROCNAME("recogShowPath");
+
+    if (!recog)
+        return (PIX *)ERROR_PTR("recog not defined", procName, NULL);
+    if ((did = recogGetDid(recog)) == NULL)
+        return (PIX *)ERROR_PTR("did not defined", procName, NULL);
+
+    bmf = bmfCreate(NULL, 8);
+    pixs = pixScale(did->pixs, 4.0, 4.0);
+    pix0 = pixAddBorderGeneral(pixs, 0, 0, 0, 40, 0);
+    pix1 = pixConvertTo32(pix0);
+    if (select == 0) {  /* Viterbi */
+        natempl_s = did->natempl;
+        nascore_s = did->nascore;
+        naxloc_s = did->naxloc;
+        nadely_s = did->nadely;
+    } else {  /* rescored */
+        natempl_s = did->natempl_r;
+        nasample_s = did->nasample_r;
+        nascore_s = did->nascore_r;
+        naxloc_s = did->naxloc_r;
+        nadely_s = did->nadely_r;
+    }
+
+    n = numaGetCount(natempl_s);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(natempl_s, i, &index);
+        if (select == 0) {
+            pix2 = pixaGetPix(recog->pixa_u, index, L_CLONE);
+        } else {
+            numaGetIValue(nasample_s, i, &j);
+            pix2 = pixaaGetPix(recog->pixaa_u, index, j, L_CLONE);
+        }
+        pix3 = pixScale(pix2, 4.0, 4.0);
+        pix4 = pixErodeBrick(NULL, pix3, 5, 5);
+        pixXor(pix4, pix4, pix3);
+        numaGetFValue(nascore_s, i, &score);
+        snprintf(textstr, sizeof(textstr), "%5.3f", score);
+        pix5 = pixAddTextlines(pix4, bmf, textstr, 1, L_ADD_BELOW);
+        numaGetIValue(naxloc_s, i, &xloc);
+        numaGetIValue(nadely_s, i, &dely);
+        pixPaintThroughMask(pix1, pix5, 4 * xloc, 4 * dely, 0xff000000);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+        pixDestroy(&pix4);
+        pixDestroy(&pix5);
+    }
+    pixDestroy(&pixs);
+    pixDestroy(&pix0);
+    bmfDestroy(&bmf);
+    return pix1;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                  Create/destroy temporary DID data                     *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogCreateDid()
+ *
+ * \param[in]    recog
+ * \param[in]    pixs     of 1 bpp image to match
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+recogCreateDid(L_RECOG  *recog,
+               PIX      *pixs)
+{
+l_int32  i;
+PIX     *pix1;
+L_RDID  *did;
+
+    PROCNAME("recogCreateDid");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    recogDestroyDid(recog);
+
+    did = (L_RDID *)LEPT_CALLOC(1, sizeof(L_RDID));
+    recog->did = did;
+    did->pixs = pixClone(pixs);
+    did->narray = recog->setsize;
+    did->size = pixGetWidth(pixs);
+    did->natempl = numaCreate(5);
+    did->naxloc = numaCreate(5);
+    did->nadely = numaCreate(5);
+    did->nawidth = numaCreate(5);
+    did->boxa = boxaCreate(5);
+    did->nascore = numaCreate(5);
+    did->natempl_r = numaCreate(5);
+    did->nasample_r = numaCreate(5);
+    did->naxloc_r = numaCreate(5);
+    did->nadely_r = numaCreate(5);
+    did->nawidth_r = numaCreate(5);
+    did->nascore_r = numaCreate(5);
+
+        /* Make the arrays */
+    did->setwidth = (l_int32 *)LEPT_CALLOC(did->narray, sizeof(l_int32));
+    did->counta = (l_int32 **)LEPT_CALLOC(did->narray, sizeof(l_int32 *));
+    did->delya = (l_int32 **)LEPT_CALLOC(did->narray, sizeof(l_int32 *));
+    did->beta = (l_float32 *)LEPT_CALLOC(5, sizeof(l_float32));
+    did->gamma = (l_float32 *)LEPT_CALLOC(5, sizeof(l_float32));
+    did->trellisscore = (l_float32 *)LEPT_CALLOC(did->size, sizeof(l_float32));
+    did->trellistempl = (l_int32 *)LEPT_CALLOC(did->size, sizeof(l_int32));
+    for (i = 0; i < did->narray; i++) {
+        did->counta[i] = (l_int32 *)LEPT_CALLOC(did->size, sizeof(l_int32));
+        did->delya[i] = (l_int32 *)LEPT_CALLOC(did->size, sizeof(l_int32));
+    }
+
+        /* Populate the setwidth array */
+    for (i = 0; i < did->narray; i++) {
+        pix1 = pixaGetPix(recog->pixa_u, i, L_CLONE);
+        did->setwidth[i] = (l_int32)(SetwidthFraction * pixGetWidth(pix1));
+        pixDestroy(&pix1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   recogDestroyDid()
+ *
+ * \param[in]    recog
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) As the signature indicates, this is owned by the recog, and can
+ *          only be destroyed using this function.
+ * 

+ */
+l_ok
+recogDestroyDid(L_RECOG  *recog)
+{
+l_int32  i;
+L_RDID  *did;
+
+    PROCNAME("recogDestroyDid");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    if ((did = recog->did) == NULL) return 0;
+    if (!did->counta || !did->delya)
+        return ERROR_INT("ptr array is null; shouldn't happen!", procName, 1);
+
+    for (i = 0; i < did->narray; i++) {
+        LEPT_FREE(did->counta[i]);
+        LEPT_FREE(did->delya[i]);
+    }
+    LEPT_FREE(did->setwidth);
+    LEPT_FREE(did->counta);
+    LEPT_FREE(did->delya);
+    LEPT_FREE(did->beta);
+    LEPT_FREE(did->gamma);
+    LEPT_FREE(did->trellisscore);
+    LEPT_FREE(did->trellistempl);
+    pixDestroy(&did->pixs);
+    numaDestroy(&did->nasum);
+    numaDestroy(&did->namoment);
+    numaDestroy(&did->natempl);
+    numaDestroy(&did->naxloc);
+    numaDestroy(&did->nadely);
+    numaDestroy(&did->nawidth);
+    boxaDestroy(&did->boxa);
+    numaDestroy(&did->nascore);
+    numaDestroy(&did->natempl_r);
+    numaDestroy(&did->nasample_r);
+    numaDestroy(&did->naxloc_r);
+    numaDestroy(&did->nadely_r);
+    numaDestroy(&did->nawidth_r);
+    numaDestroy(&did->nascore_r);
+    LEPT_FREE(did);
+    recog->did = NULL;
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                            Various helpers                             *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogDidExists()
+ *
+ * \param[in]    recog
+ * \return  1 if recog->did exists; 0 if not or on error.
+ */
+l_int32
+recogDidExists(L_RECOG  *recog)
+{
+    PROCNAME("recogDidExists");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 0);
+    return (recog->did) ? 1 : 0;
+}
+
+
+/*!
+ * \brief   recogGetDid()
+ *
+ * \param[in]    recog
+ * \return  did still owned by the recog, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This also makes sure the arrays are defined.
+ * 

+ */
+L_RDID *
+recogGetDid(L_RECOG  *recog)
+{
+l_int32  i;
+L_RDID  *did;
+
+    PROCNAME("recogGetDid");
+
+    if (!recog)
+        return (L_RDID *)ERROR_PTR("recog not defined", procName, NULL);
+    if ((did = recog->did) == NULL)
+        return (L_RDID *)ERROR_PTR("did not defined", procName, NULL);
+    if (!did->counta || !did->delya)
+        return (L_RDID *)ERROR_PTR("did array ptrs not defined",
+                                   procName, NULL);
+    for (i = 0; i < did->narray; i++) {
+        if (!did->counta[i] || !did->delya[i])
+            return (L_RDID *)ERROR_PTR("did arrays not defined",
+                                       procName, NULL);
+    }
+
+    return did;
+}
+
+
+/*!
+ * \brief   recogGetWindowedArea()
+ *
+ * \param[in]    recog
+ * \param[in]    index     of template
+ * \param[in]    x pixel   position of left hand edge of template
+ * \param[out]   pdely     y shift of template relative to pix1
+ * \param[out]   pwsum     number of fg pixels in window of pixs
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is called after the best path has been found through
+ *          the trellis, in order to produce a correlation that can be used
+ *          to evaluate the confidence we have in the identification.
+ *          The correlation is |1 & 2|^2 / (|1| * |2|).
+ *          |1 & 2| is given by the count array, |2| is found from
+ *          nasum_u[], and |1| is wsum returned from this function.
+ * 

+ */
+static l_int32
+recogGetWindowedArea(L_RECOG  *recog,
+                     l_int32   index,
+                     l_int32   x,
+                     l_int32  *pdely,
+                     l_int32  *pwsum)
+{
+l_int32  w1, h1, w2, h2;
+PIX     *pix1, *pix2, *pixt;
+L_RDID  *did;
+
+    PROCNAME("recogGetWindowedArea");
+
+    if (pdely) *pdely = 0;
+    if (pwsum) *pwsum = 0;
+    if (!pdely || !pwsum)
+        return ERROR_INT("&dely and &wsum not both defined", procName, 1);
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if ((did = recogGetDid(recog)) == NULL)
+        return ERROR_INT("did not defined", procName, 1);
+    if (index < 0 || index >= did->narray)
+        return ERROR_INT("invalid index", procName, 1);
+    pix1 = did->pixs;
+    pixGetDimensions(pix1, &w1, &h1, NULL);
+    if (x >= w1)
+        return ERROR_INT("invalid x position", procName, 1);
+
+    pix2 = pixaGetPix(recog->pixa_u, index, L_CLONE);
+    pixGetDimensions(pix2, &w2, &h2, NULL);
+    if (w1 < w2) {
+        L_INFO("template %d too small\n", procName, index);
+        pixDestroy(&pix2);
+        return 0;
+    }
+
+    *pdely = did->delya[index][x];
+    pixt = pixCreate(w2, h1, 1);
+    pixRasterop(pixt, 0, *pdely, w2, h2, PIX_SRC, pix2, 0, 0);
+    pixRasterop(pixt, 0, 0, w2, h1, PIX_SRC & PIX_DST, pix1, x, 0);
+    pixCountPixels(pixt, pwsum, recog->sumtab);
+    pixDestroy(&pix2);
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogSetChannelParams()
+ *
+ * \param[in]    recog
+ * \param[in]    nlevels
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This converts the independent bit-flip probabilities in the
+ *          "channel" into log-likelihood coefficients on image sums.
+ *          These coefficients are only defined for the non-background
+ *          template levels.  Thus for nlevels = 2 (one fg, one bg),
+ *          only beta[1] and gamma[1] are used.  For nlevels = 4 (three
+ *          fg templates), we use beta[1-3] and gamma[1-3].
+ * 

+ */
+l_ok
+recogSetChannelParams(L_RECOG  *recog,
+                      l_int32   nlevels)
+{
+l_int32           i;
+const l_float32  *da;
+L_RDID           *did;
+
+    PROCNAME("recogSetChannelParams");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if ((did = recogGetDid(recog)) == NULL)
+        return ERROR_INT("did not defined", procName, 1);
+    if (nlevels == 2)
+        da = DefaultAlpha2;
+    else if (nlevels == 4)
+        da = DefaultAlpha4;
+    else
+        return ERROR_INT("nlevels not 2 or 4", procName, 1);
+
+    for (i = 1; i < nlevels; i++) {
+        did->beta[i] = log((1.0 - da[i]) / da[0]);
+        did->gamma[i] = log(da[0] * da[i] / ((1.0 - da[0]) * (1.0 - da[i])));
+/*        fprintf(stderr, "beta[%d] = %7.3f, gamma[%d] = %7.3f\n",
+                i, did->beta[i], i, did->gamma[i]);  */
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   recogTransferRchToDid()
+ *
+ * \param[in]    recog   with rch and did defined
+ * \param[in]    x       left edge of extracted region, relative to decoded line
+ * \param[in]    y       top edge of extracted region, relative to input image
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used to transfer the results for a single character match
+ *          to the rescored did arrays.
+ * 

+ */
+static l_int32
+recogTransferRchToDid(L_RECOG  *recog,
+                      l_int32   x,
+                      l_int32   y)
+{
+L_RDID  *did;
+L_RCH   *rch;
+
+    PROCNAME("recogTransferRchToDid");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if ((did = recogGetDid(recog)) == NULL)
+        return ERROR_INT("did not defined", procName, 1);
+    if ((rch = recog->rch) == NULL)
+        return ERROR_INT("rch not defined", procName, 1);
+
+    numaAddNumber(did->natempl_r, rch->index);
+    numaAddNumber(did->nasample_r, rch->sample);
+    numaAddNumber(did->naxloc_r, rch->xloc + x);
+    numaAddNumber(did->nadely_r, rch->yloc + y);
+    numaAddNumber(did->nawidth_r, rch->width);
+    numaAddNumber(did->nascore_r, rch->score);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/recogident.c b/3rdparty/hgOCR/leptonica/recogident.c
new file mode 100644
index 00000000..44a8d076
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/recogident.c
@@ -0,0 +1,1882 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file recogident.c
+ * 
+ *
+ *      Top-level identification
+ *         l_int32             recogIdentifyMultiple()
+ *
+ *      Segmentation and noise removal
+ *         l_int32             recogSplitIntoCharacters()
+ *
+ *      Greedy character splitting
+ *         l_int32             recogCorrelationBestRow()
+ *         l_int32             recogCorrelationBestChar()
+ *         static l_int32      pixCorrelationBestShift()
+ *
+ *      Low-level identification of single characters
+ *         l_int32             recogIdentifyPixa()
+ *         l_int32             recogIdentifyPix()
+ *         l_int32             recogSkipIdentify()
+ *
+ *      Operations for handling identification results
+ *         static L_RCHA      *rchaCreate()
+ *         l_int32            *rchaDestroy()
+ *         static L_RCH       *rchCreate()
+ *         l_int32            *rchDestroy()
+ *         l_int32             rchaExtract()
+ *         l_int32             rchExtract()
+ *         static l_int32      transferRchToRcha()
+ *
+ *      Preprocessing and filtering
+ *         l_int32             recogProcessToIdentify()
+ *         static PIX         *recogPreSplittingFilter()
+ *         static PIX         *recogSplittingFilter()
+ *
+ *      Postprocessing
+ *         SARRAY             *recogExtractNumbers()
+ *         PIX                *showExtractNumbers()
+ *
+ *      Static debug helper
+ *         static void         l_showIndicatorSplitValues()
+ *
+ *  See recogbasic.c for examples of training a recognizer, which is
+ *  required before it can be used for identification.
+ *
+ *  The character splitter repeatedly does a greedy correlation with each
+ *  averaged unscaled template, at all pixel locations along the text to
+ *  be identified.  The vertical alignment is between the template
+ *  centroid and the (moving) windowed centroid, including a delta of
+ *  1 pixel above and below.  The best match then removes part of the
+ *  input image, leaving 1 or 2 pieces, which, after filtering,
+ *  are put in a queue.  The process ends when the queue is empty.
+ *  The filtering is based on the size and aspect ratio of the
+ *  remaining pieces; the intent is to remove anything that is
+ *  unlikely to be text, such as small pieces and line graphics.
+ *
+ *  After splitting, the selected segments are identified using
+ *  the input parameters that were initially specified for the
+ *  recognizer.  Unlike the splitter, which uses the averaged
+ *  templates from the unscaled input, the recognizer can use
+ *  either all training examples or averaged templates, and these
+ *  can be either scaled or unscaled.  These choices are specified
+ *  when the recognizer is constructed.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* There are two methods for splitting characters: DID and greedy.
+     * The default method is DID.  */
+#define  SPLIT_WITH_DID   1
+
+    /* Padding on pix1: added before correlations and removed from result */
+static const l_int32    LeftRightPadding = 32;
+
+    /* Parameters for filtering and sorting connected components in splitter */
+static const l_float32  MinFillFactor = 0.10;
+static const l_int32  DefaultMinHeight = 15;  /* min unscaled height */
+static const l_int32  MinOverlap1 = 6;  /* in pass 1 of boxaSort2d() */
+static const l_int32  MinOverlap2 = 6;  /* in pass 2 of boxaSort2d() */
+static const l_int32  MinHeightPass1 = 5;  /* min height to start pass 1 */
+
+
+static l_int32 pixCorrelationBestShift(PIX *pix1, PIX *pix2, NUMA *nasum1,
+                                       NUMA *namoment1, l_int32 area2,
+                                       l_int32 ycent2, l_int32 maxyshift,
+                                       l_int32 *tab8, l_int32 *pdelx,
+                                       l_int32 *pdely, l_float32 *pscore,
+                                       l_int32 debugflag );
+static L_RCH *rchCreate(l_int32 index, l_float32 score, char *text,
+                        l_int32 sample, l_int32 xloc, l_int32 yloc,
+                        l_int32 width);
+static L_RCHA *rchaCreate();
+static l_int32 transferRchToRcha(L_RCH *rch, L_RCHA *rcha);
+static PIX *recogPreSplittingFilter(L_RECOG *recog, PIX *pixs, l_int32 minh,
+                                    l_float32 minaf, l_int32 debug);
+static l_int32 recogSplittingFilter(L_RECOG *recog, PIX *pixs, l_int32 min,
+                                    l_float32 minaf, l_int32 *premove,
+                                    l_int32 debug);
+static void l_showIndicatorSplitValues(NUMA *na1, NUMA *na2, NUMA *na3,
+                                       NUMA *na4, NUMA *na5, NUMA *na6);
+
+/*------------------------------------------------------------------------*
+ *                             Identification
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogIdentifyMultiple()
+ *
+ * \param[in]    recog       with training finished
+ * \param[in]    pixs        containing typically a small number of characters
+ * \param[in]    minh        remove shorter components; use 0 for default
+ * \param[in]    skipsplit   1 to skip the splitting step
+ * \param[out]   pboxa       [optional] locations of identified components
+ * \param[out]   ppixa       [optional] images of identified components
+ * \param[out]   ppixdb      [optional] debug pix: inputs and best fits
+ * \param[in]    debugsplit  1 returns pix split debugging images
+ * \return  0 if OK; 1 if nothing is found; 2 for other errors.
+ *
+ * 
+ * Notes:
+ *      (1) This filters the input pixa and calls recogIdentifyPixa()
+ *      (2) Splitting is relatively slow, because it tries to match all
+ *          character templates to all locations.  This step can be skipped.
+ *      (3) An attempt is made to order the (optionally) returned images
+ *          and boxes in 2-dimensional sorted order.  These can then
+ *          be used to aggregate identified characters into numbers or words.
+ *          One typically wants the pixa, which contains a boxa of the
+ *          extracted subimages.
+ * 

+ */
+l_ok
+recogIdentifyMultiple(L_RECOG  *recog,
+                      PIX      *pixs,
+                      l_int32   minh,
+                      l_int32   skipsplit,
+                      BOXA    **pboxa,
+                      PIXA    **ppixa,
+                      PIX     **ppixdb,
+                      l_int32   debugsplit)
+{
+l_int32  n;
+BOXA    *boxa;
+PIX     *pixb;
+PIXA    *pixa;
+
+    PROCNAME("recogIdentifyMultiple");
+
+    if (pboxa) *pboxa = NULL;
+    if (ppixa) *ppixa = NULL;
+    if (ppixdb) *ppixdb = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 2);
+    if (!recog->train_done)
+        return ERROR_INT("training not finished", procName, 2);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 2);
+
+        /* Binarize if necessary */
+    if (pixGetDepth(pixs) > 1)
+        pixb = pixConvertTo1(pixs, recog->threshold);
+    else
+        pixb = pixClone(pixs);
+
+        /* Noise removal and splitting of touching characters */
+    recogSplitIntoCharacters(recog, pixb, minh, skipsplit, &boxa, &pixa,
+                             debugsplit);
+    pixDestroy(&pixb);
+    if (!pixa || (n = pixaGetCount(pixa)) == 0) {
+        pixaDestroy(&pixa);
+        boxaDestroy(&boxa);
+        L_WARNING("nothing found\n", procName);
+        return 1;
+    }
+
+    recogIdentifyPixa(recog, pixa, ppixdb);
+    if (pboxa)
+        *pboxa = boxa;
+    else
+        boxaDestroy(&boxa);
+    if (ppixa)
+        *ppixa = pixa;
+    else
+        pixaDestroy(&pixa);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                     Segmentation and noise removal                     *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogSplitIntoCharacters()
+ *
+ * \param[in]    recog
+ * \param[in]    pixs        1 bpp, contains only mostly deskewed text
+ * \param[in]    minh        remove shorter components; use 0 for default
+ * \param[in]    skipsplit   1 to skip the splitting step
+ * \param[out]   pboxa       character bounding boxes
+ * \param[out]   ppixa       character images
+ * \param[in]    debug       1 for results written to pixadb_split
+ * \return  0 if OK, 1 on error or if no components are returned
+ *
+ * 
+ * Notes:
+ *      (1) This can be given an image that has an arbitrary number
+ *          of text characters.  It optionally splits connected
+ *          components based on document image decoding in recogDecode().
+ *          The returned pixa includes the boxes from which the
+ *          (possibly split) components are extracted.
+ *      (2) After noise filtering, the resulting components are put in
+ *          row-major (2D) order, and the smaller of overlapping
+ *          components are removed if they satisfy conditions of
+ *          relative size and fractional overlap.
+ *      (3) Note that the splitting function uses unscaled templates
+ *          and does not bother returning the class results and scores.
+ *          These are more accurately found later using the scaled templates.
+ * 

+ */
+l_ok
+recogSplitIntoCharacters(L_RECOG  *recog,
+                         PIX      *pixs,
+                         l_int32   minh,
+                         l_int32   skipsplit,
+                         BOXA    **pboxa,
+                         PIXA    **ppixa,
+                         l_int32   debug)
+{
+static l_int32  ind = 0;
+char     buf[32];
+l_int32  i, xoff, yoff, empty, maxw, bw, ncomp, scaling;
+BOX     *box;
+BOXA    *boxa1, *boxa2, *boxa3, *boxa4, *boxad;
+BOXAA   *baa;
+PIX     *pix, *pix1, *pix2, *pix3;
+PIXA    *pixa;
+
+    PROCNAME("recogSplitIntoCharacters");
+
+    lept_mkdir("lept/recog");
+
+    if (pboxa) *pboxa = NULL;
+    if (ppixa) *ppixa = NULL;
+    if (!pboxa || !ppixa)
+        return ERROR_INT("&boxa and &pixa not defined", procName, 1);
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!recog->train_done)
+        return ERROR_INT("training not finished", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (minh <= 0) minh = DefaultMinHeight;
+    pixZero(pixs, &empty);
+    if (empty) return 1;
+
+        /* Small vertical close for consolidation.  Don't do a horizontal
+         * closing, because it might join separate characters. */
+    pix1 = pixMorphSequence(pixs, "c1.3", 0);
+
+        /* Carefully filter out noise */
+    pix2 = recogPreSplittingFilter(recog, pix1, minh, MinFillFactor, debug);
+    pixDestroy(&pix1);
+
+        /* Get the 8-connected components to be split/identified */
+    boxa1 = pixConnComp(pix2, NULL, 8);
+    pixDestroy(&pix2);
+    ncomp = boxaGetCount(boxa1);
+    if (ncomp == 0) {
+        boxaDestroy(&boxa1);
+        L_WARNING("all components removed\n", procName);
+        return 1;
+    }
+
+        /* Save everything and split the large components */
+    boxa2 = boxaCreate(ncomp);
+    maxw = recog->maxwidth_u + 5;
+    scaling = (recog->scalew > 0 || recog->scaleh > 0) ? TRUE : FALSE;
+    pixa = (debug) ? pixaCreate(ncomp) : NULL;
+    for (i = 0; i < ncomp; i++) {
+        box = boxaGetBox(boxa1, i, L_CLONE);
+        boxGetGeometry(box, &xoff, &yoff, &bw, NULL);
+            /* Treat as one character if it is small, if the images
+             * have been scaled, or if splitting is not to be run. */
+        if (bw <= maxw || scaling || skipsplit) {
+            boxaAddBox(boxa2, box, L_INSERT);
+        } else {
+            pix = pixClipRectangle(pixs, box, NULL);
+#if SPLIT_WITH_DID
+            if (!debug) {
+                boxa3 = recogDecode(recog, pix, 2, NULL);
+            } else {
+                boxa3 = recogDecode(recog, pix, 2, &pix2);
+                pixaAddPix(pixa, pix2, L_INSERT);
+            }
+#else  /* use greedy splitting */
+            recogCorrelationBestRow(recog, pix, &boxa3, NULL, NULL,
+                                    NULL, debug);
+            if (debug) {
+                pix2 = pixConvertTo32(pix);
+                pixRenderBoxaArb(pix2, boxa3, 2, 255, 0, 0);
+                pixaAddPix(pixa, pix2, L_INSERT);
+            }
+#endif  /* SPLIT_WITH_DID */
+            pixDestroy(&pix);
+            boxDestroy(&box);
+            if (!boxa3) {
+                L_ERROR("boxa3 not found for component %d\n", procName, i);
+            } else {
+                boxa4 = boxaTransform(boxa3, xoff, yoff, 1.0, 1.0);
+                boxaJoin(boxa2, boxa4, 0, -1);
+                boxaDestroy(&boxa3);
+                boxaDestroy(&boxa4);
+            }
+        }
+    }
+    boxaDestroy(&boxa1);
+    if (pixa) {  /* debug */
+        pix3 = pixaDisplayTiledInColumns(pixa, 1, 1.0, 20, 2);
+        snprintf(buf, sizeof(buf), "/tmp/lept/recog/decode-%d.png", ind++);
+        pixWrite(buf, pix3, IFF_PNG);
+        pixaDestroy(&pixa);
+        pixDestroy(&pix3);
+    }
+
+        /* Do a 2D sort on the bounding boxes, and flatten the result to 1D.
+         * For the 2D sort, to add a box to an existing boxa, we require
+         * specified minimum vertical overlaps for the first two passes
+         * of the 2D sort.  In pass 1, only components with sufficient
+         * height can start a new boxa. */
+    baa = boxaSort2d(boxa2, NULL, MinOverlap1, MinOverlap2, MinHeightPass1);
+    boxa3 = boxaaFlattenToBoxa(baa, NULL, L_CLONE);
+    boxaaDestroy(&baa);
+    boxaDestroy(&boxa2);
+
+        /* Remove smaller components of overlapping pairs.
+         * We only remove the small component if the overlap is
+         * at least half its area and if its area is no more
+         * than 30% of the area of the large component.  Because the
+         * components are in a flattened 2D sort, we don't need to
+         * look far ahead in the array to find all overlapping boxes;
+         * 10 boxes is plenty. */
+    boxad = boxaHandleOverlaps(boxa3, L_COMBINE, 10, 0.5, 0.3, NULL);
+    boxaDestroy(&boxa3);
+
+        /* Extract and save the image pieces from the input image. */
+    *ppixa = pixClipRectangles(pixs, boxad);
+    *pboxa = boxad;
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                       Greedy character splitting                       *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogCorrelationBestRow()
+ *
+ * \param[in]    recog       with LUT's pre-computed
+ * \param[in]    pixs        typically of multiple touching characters, 1 bpp
+ * \param[out]   pboxa       bounding boxs of best fit character
+ * \param[out]   pnascore    [optional] correlation scores
+ * \param[out]   pnaindex    [optional] indices of classes
+ * \param[out]   psachar     [optional] array of character strings
+ * \param[in]    debug       1 for results written to pixadb_split
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Supervises character matching for (in general) a c.c with
+ *          multiple touching characters.  Finds the best match greedily.
+ *          Rejects small parts that are left over after splitting.
+ *      (2) Matching is to the average, and without character scaling.
+ * 

+ */
+l_ok
+recogCorrelationBestRow(L_RECOG  *recog,
+                        PIX      *pixs,
+                        BOXA    **pboxa,
+                        NUMA    **pnascore,
+                        NUMA    **pnaindex,
+                        SARRAY  **psachar,
+                        l_int32   debug)
+{
+char      *charstr;
+l_int32    index, remove, w, h, bx, bw, bxc, bwc, w1, w2, w3;
+l_float32  score;
+BOX       *box, *boxc, *boxtrans, *boxl, *boxr, *boxlt, *boxrt;
+BOXA      *boxat;
+NUMA      *nascoret, *naindext, *nasort;
+PIX       *pixb, *pixc, *pixl, *pixr, *pixdb, *pixd;
+PIXA      *pixar, *pixadb;
+SARRAY    *sachart;
+
+l_int32    iter;
+
+    PROCNAME("recogCorrelationBestRow");
+
+    if (pnascore) *pnascore = NULL;
+    if (pnaindex) *pnaindex = NULL;
+    if (psachar) *psachar = NULL;
+    if (!pboxa)
+        return ERROR_INT("&boxa not defined", procName, 1);
+    *pboxa = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (pixGetWidth(pixs) < recog->minwidth_u - 4)
+        return ERROR_INT("pixs too narrow", procName, 1);
+    if (!recog->train_done)
+        return ERROR_INT("training not finished", procName, 1);
+
+        /* Binarize and crop to foreground if necessary */
+    pixb = recogProcessToIdentify(recog, pixs, 0);
+
+        /* Initialize the arrays */
+    boxat = boxaCreate(4);
+    nascoret = numaCreate(4);
+    naindext = numaCreate(4);
+    sachart = sarrayCreate(4);
+    pixadb = (debug) ? pixaCreate(4) : NULL;
+
+        /* Initialize the images remaining to be processed with the input.
+         * These are stored in pixar, which is used here as a queue,
+         * on which we only put image fragments that are large enough to
+         * contain at least one character.  */
+    pixar = pixaCreate(1);
+    pixGetDimensions(pixb, &w, &h, NULL);
+    box = boxCreate(0, 0, w, h);
+    pixaAddPix(pixar, pixb, L_INSERT);
+    pixaAddBox(pixar, box, L_INSERT);
+
+        /* Successively split on the best match until nothing is left.
+         * To be safe, we limit the search to 10 characters. */
+    for (iter = 0; iter < 11; iter++) {
+        if (pixaGetCount(pixar) == 0)
+            break;
+        if (iter == 10) {
+            L_WARNING("more than 10 chars; ending search\n", procName);
+            break;
+        }
+
+            /* Pop one from the queue */
+        pixaRemovePixAndSave(pixar, 0, &pixc, &boxc);
+        boxGetGeometry(boxc, &bxc, NULL, &bwc, NULL);
+
+            /* This is a single component; if noise, remove it */
+        recogSplittingFilter(recog, pixc, 0, MinFillFactor, &remove, debug);
+        if (debug)
+            fprintf(stderr, "iter = %d, removed = %d\n", iter, remove);
+        if (remove) {
+            pixDestroy(&pixc);
+            boxDestroy(&boxc);
+            continue;
+        }
+
+            /* Find the best character match */
+        if (debug) {
+            recogCorrelationBestChar(recog, pixc, &box, &score,
+                                     &index, &charstr, &pixdb);
+            pixaAddPix(pixadb, pixdb, L_INSERT);
+        } else {
+            recogCorrelationBestChar(recog, pixc, &box, &score,
+                                     &index, &charstr, NULL);
+        }
+
+            /* Find the box in original coordinates, and append
+             * the results to the arrays. */
+        boxtrans = boxTransform(box, bxc, 0, 1.0, 1.0);
+        boxaAddBox(boxat, boxtrans, L_INSERT);
+        numaAddNumber(nascoret, score);
+        numaAddNumber(naindext, index);
+        sarrayAddString(sachart, charstr, L_INSERT);
+
+            /* Split the current pixc into three regions and save
+             * each region if it is large enough. */
+        boxGetGeometry(box, &bx, NULL, &bw, NULL);
+        w1 = bx;
+        w2 = bw;
+        w3 = bwc - bx - bw;
+        if (debug)
+            fprintf(stderr, " w1 = %d, w2 = %d, w3 = %d\n", w1, w2, w3);
+        if (w1 < recog->minwidth_u - 4) {
+            if (debug) L_INFO("discarding width %d on left\n", procName, w1);
+        } else {  /* extract and save left region */
+            boxl = boxCreate(0, 0, bx + 1, h);
+            pixl = pixClipRectangle(pixc, boxl, NULL);
+            boxlt = boxTransform(boxl, bxc, 0, 1.0, 1.0);
+            pixaAddPix(pixar, pixl, L_INSERT);
+            pixaAddBox(pixar, boxlt, L_INSERT);
+            boxDestroy(&boxl);
+        }
+        if (w3 < recog->minwidth_u - 4) {
+            if (debug) L_INFO("discarding width %d on right\n", procName, w3);
+        } else {  /* extract and save left region */
+            boxr = boxCreate(bx + bw - 1, 0, w3 + 1, h);
+            pixr = pixClipRectangle(pixc, boxr, NULL);
+            boxrt = boxTransform(boxr, bxc, 0, 1.0, 1.0);
+            pixaAddPix(pixar, pixr, L_INSERT);
+            pixaAddBox(pixar, boxrt, L_INSERT);
+            boxDestroy(&boxr);
+        }
+        pixDestroy(&pixc);
+        boxDestroy(&box);
+        boxDestroy(&boxc);
+    }
+    pixaDestroy(&pixar);
+
+
+        /* Sort the output results by left-to-right in the boxa */
+    *pboxa = boxaSort(boxat, L_SORT_BY_X, L_SORT_INCREASING, &nasort);
+    if (pnascore)
+        *pnascore = numaSortByIndex(nascoret, nasort);
+    if (pnaindex)
+        *pnaindex = numaSortByIndex(naindext, nasort);
+    if (psachar)
+        *psachar = sarraySortByIndex(sachart, nasort);
+    numaDestroy(&nasort);
+    boxaDestroy(&boxat);
+    numaDestroy(&nascoret);
+    numaDestroy(&naindext);
+    sarrayDestroy(&sachart);
+
+        /* Final debug output */
+    if (debug) {
+        pixd = pixaDisplayTiledInRows(pixadb, 32, 2000, 1.0, 0, 15, 2);
+        pixDisplay(pixd, 400, 400);
+        pixaAddPix(recog->pixadb_split, pixd, L_INSERT);
+        pixaDestroy(&pixadb);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   recogCorrelationBestChar()
+ *
+ * \param[in]    recog       with LUT's pre-computed
+ * \param[in]    pixs        can be of multiple touching characters, 1 bpp
+ * \param[out]   pbox        bounding box of best fit character
+ * \param[out]   pscore      correlation score
+ * \param[out]   pindex      [optional] index of class
+ * \param[out]   pcharstr    [optional] character string of class
+ * \param[out]   ppixdb      [optional] debug pix showing input and best fit
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Basic matching character splitter.  Finds the best match among
+ *          all templates to some region of the image.  This can result
+ *          in splitting the image into two parts.  This is "image decoding"
+ *          without dynamic programming, because we don't use a setwidth
+ *          and compute the best matching score for the entire image.
+ *      (2) Matching is to the average templates, without character scaling.
+ * 

+ */
+l_ok
+recogCorrelationBestChar(L_RECOG    *recog,
+                         PIX        *pixs,
+                         BOX       **pbox,
+                         l_float32  *pscore,
+                         l_int32    *pindex,
+                         char      **pcharstr,
+                         PIX       **ppixdb)
+{
+l_int32    i, n, w1, h1, w2, area2, ycent2, delx, dely;
+l_int32    bestdelx, bestdely, bestindex;
+l_float32  score, bestscore;
+BOX       *box;
+BOXA      *boxa;
+NUMA      *nasum, *namoment;
+PIX       *pix1, *pix2;
+
+    PROCNAME("recogCorrelationBestChar");
+
+    if (pindex) *pindex = 0;
+    if (pcharstr) *pcharstr = NULL;
+    if (ppixdb) *ppixdb = NULL;
+    if (pbox) *pbox = NULL;
+    if (pscore) *pscore = 0.0;
+    if (!pbox || !pscore)
+        return ERROR_INT("&box and &score not both defined", procName, 1);
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (!recog->train_done)
+        return ERROR_INT("training not finished", procName, 1);
+
+        /* Binarize and crop to foreground if necessary.  Add padding
+         * to both the left and right side; this is compensated for
+         * when reporting the bounding box of the best matched character. */
+    pix1 = recogProcessToIdentify(recog, pixs, LeftRightPadding);
+    pixGetDimensions(pix1, &w1, &h1, NULL);
+
+        /* Compute vertical sum and moment arrays */
+    nasum = pixCountPixelsByColumn(pix1);
+    namoment = pixGetMomentByColumn(pix1, 1);
+
+        /* Do shifted correlation against all averaged templates. */
+    n = recog->setsize;
+    boxa = boxaCreate(n);  /* location of best fits for each character */
+    bestscore = 0.0;
+    bestindex = bestdelx = bestdely = 0;
+    for (i = 0; i < n; i++) {
+        pix2 = pixaGetPix(recog->pixa_u, i, L_CLONE);
+        w2 = pixGetWidth(pix2);
+            /* Note that the slightly expended w1 is typically larger
+             * than w2 (the template). */
+        if (w1 >= w2) {
+            numaGetIValue(recog->nasum_u, i, &area2);
+            ptaGetIPt(recog->pta_u, i, NULL, &ycent2);
+            pixCorrelationBestShift(pix1, pix2, nasum, namoment, area2, ycent2,
+                                    recog->maxyshift, recog->sumtab, &delx,
+                                    &dely, &score, 1);
+            if (ppixdb) {
+                fprintf(stderr,
+                    "Best match template %d: (x,y) = (%d,%d), score = %5.3f\n",
+                    i, delx, dely, score);
+            }
+                  /* Compensate for padding */
+            box = boxCreate(delx - LeftRightPadding, 0, w2, h1);
+            if (score > bestscore) {
+                bestscore = score;
+                bestdelx = delx - LeftRightPadding;
+                bestdely = dely;
+                bestindex = i;
+            }
+        } else {
+            box = boxCreate(0, 0, 1, 1);  /* placeholder */
+            if (ppixdb)
+                fprintf(stderr, "Component too thin: w1 = %d, w2 = %d\n",
+                        w1, w2);
+        }
+        boxaAddBox(boxa, box, L_INSERT);
+        pixDestroy(&pix2);
+    }
+
+    *pscore = bestscore;
+    *pbox = boxaGetBox(boxa, bestindex, L_COPY);
+    if (pindex) *pindex = bestindex;
+    if (pcharstr)
+        recogGetClassString(recog, bestindex, pcharstr);
+
+    if (ppixdb) {
+        L_INFO("Best match: class %d; shifts (%d, %d)\n",
+               procName, bestindex, bestdelx, bestdely);
+        pix2 = pixaGetPix(recog->pixa_u, bestindex, L_CLONE);
+        *ppixdb = recogShowMatch(recog, pix1, pix2, NULL, -1, 0.0);
+        pixDestroy(&pix2);
+    }
+
+    pixDestroy(&pix1);
+    boxaDestroy(&boxa);
+    numaDestroy(&nasum);
+    numaDestroy(&namoment);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixCorrelationBestShift()
+ *
+ * \param[in]    pix1        1 bpp, the unknown image; typically larger
+ * \param[in]    pix2        1 bpp, the matching template image)
+ * \param[in]    nasum1      vertical column pixel sums for pix1
+ * \param[in]    namoment1   vertical column first moment of pixels for pix1
+ * \param[in]    area2       number of on pixels in pix2
+ * \param[in]    ycent2      y component of centroid of pix2
+ * \param[in]    maxyshift   max y shift of pix2 around the location where
+ *                           the centroids of pix2 and a windowed part of pix1
+ *                           are vertically aligned
+ * \param[in]    tab8        [optional] sum tab for ON pixels in byte;
+ *                           can be NULL
+ * \param[out]   pdelx       [optional] best x shift of pix2 relative to pix1
+ * \param[out]   pdely       [optional] best y shift of pix2 relative to pix1
+ * \param[out]   pscore      [optional] maximum score found; can be NULL
+ * \param[in]    debugflag   <= 0 to skip; positive to generate output;
+ *                           the integer is used to label the debug image.
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This maximizes the correlation score between two 1 bpp images,
+ *          one of which is typically wider.  In a typical example,
+ *          pix1 is a bitmap of 2 or more touching characters and pix2 is
+ *          a single character template.  This finds the location of pix2
+ *          that gives the largest correlation.
+ *      (2) The windowed area of fg pixels and windowed first moment
+ *          in the y direction are computed from the input sum and moment
+ *          column arrays, %nasum1 and %namoment1
+ *      (3) This is a brute force operation.  We compute the correlation
+ *          at every x shift for which pix2 fits entirely within pix1,
+ *          and where the centroid of pix2 is aligned, within +-maxyshift,
+ *          with the centroid of a window of pix1 of the same width.
+ *          The correlation is taken over the full height of pix1.
+ *          This can be made more efficient.
+ * 

+ */
+static l_int32
+pixCorrelationBestShift(PIX        *pix1,
+                        PIX        *pix2,
+                        NUMA       *nasum1,
+                        NUMA       *namoment1,
+                        l_int32     area2,
+                        l_int32     ycent2,
+                        l_int32     maxyshift,
+                        l_int32    *tab8,
+                        l_int32    *pdelx,
+                        l_int32    *pdely,
+                        l_float32  *pscore,
+                        l_int32     debugflag)
+{
+l_int32     w1, w2, h1, h2, i, j, nx, shifty, delx, dely;
+l_int32     sum, moment, count;
+l_int32    *tab, *area1, *arraysum, *arraymoment;
+l_float32   maxscore, score;
+l_float32  *ycent1;
+FPIX       *fpix;
+PIX        *pixt, *pixt1, *pixt2;
+
+    PROCNAME("pixCorrelationBestShift");
+
+    if (pdelx) *pdelx = 0;
+    if (pdely) *pdely = 0;
+    if (pscore) *pscore = 0.0;
+    if (!pix1 || pixGetDepth(pix1) != 1)
+        return ERROR_INT("pix1 not defined or not 1 bpp", procName, 1);
+    if (!pix2 || pixGetDepth(pix2) != 1)
+        return ERROR_INT("pix2 not defined or not 1 bpp", procName, 1);
+    if (!nasum1 || !namoment1)
+        return ERROR_INT("nasum1 and namoment1 not both defined", procName, 1);
+    if (area2 <= 0 || ycent2 <= 0)
+        return ERROR_INT("area2 and ycent2 must be > 0", procName, 1);
+
+       /* If pix1 (the unknown image) is narrower than pix2,
+        * don't bother to try the match.  pix1 is already padded with
+        * 2 pixels on each side. */
+    pixGetDimensions(pix1, &w1, &h1, NULL);
+    pixGetDimensions(pix2, &w2, &h2, NULL);
+    if (w1 < w2) {
+        if (debugflag > 0) {
+            L_INFO("skipping match with w1 = %d and w2 = %d\n",
+                   procName, w1, w2);
+        }
+        return 0;
+    }
+    nx = w1 - w2 + 1;
+
+    if (debugflag > 0)
+        fpix = fpixCreate(nx, 2 * maxyshift + 1);
+    if (!tab8)
+        tab = makePixelSumTab8();
+    else
+        tab = tab8;
+
+        /* Set up the arrays for area1 and ycent1.  We have to do this
+         * for each template (pix2) because the window width is w2. */
+    area1 = (l_int32 *)LEPT_CALLOC(nx, sizeof(l_int32));
+    ycent1 = (l_float32 *)LEPT_CALLOC(nx, sizeof(l_int32));
+    arraysum = numaGetIArray(nasum1);
+    arraymoment = numaGetIArray(namoment1);
+    for (i = 0, sum = 0, moment = 0; i < w2; i++) {
+        sum += arraysum[i];
+        moment += arraymoment[i];
+    }
+    for (i = 0; i < nx - 1; i++) {
+        area1[i] = sum;
+        ycent1[i] = (sum == 0) ? ycent2 : (l_float32)moment / (l_float32)sum;
+        sum += arraysum[w2 + i] - arraysum[i];
+        moment += arraymoment[w2 + i] - arraymoment[i];
+    }
+    area1[nx - 1] = sum;
+    ycent1[nx - 1] = (sum == 0) ? ycent2 : (l_float32)moment / (l_float32)sum;
+
+        /* Find the best match location for pix2.  At each location,
+         * to insure that pixels are ON only within the intersection of
+         * pix and the shifted pix2:
+         *  (1) Start with pixt cleared and equal in size to pix1.
+         *  (2) Blit the shifted pix2 onto pixt.  Then all ON pixels
+         *      are within the intersection of pix1 and the shifted pix2.
+         *  (3) AND pix1 with pixt. */
+    pixt = pixCreate(w2, h1, 1);
+    maxscore = 0;
+    delx = 0;
+    dely = 0;  /* amount to shift pix2 relative to pix1 to get alignment */
+    for (i = 0; i < nx; i++) {
+        shifty = (l_int32)(ycent1[i] - ycent2 + 0.5);
+        for (j = -maxyshift; j <= maxyshift; j++) {
+            pixClearAll(pixt);
+            pixRasterop(pixt, 0, shifty + j, w2, h2, PIX_SRC, pix2, 0, 0);
+            pixRasterop(pixt, 0, 0, w2, h1, PIX_SRC & PIX_DST, pix1, i, 0);
+            pixCountPixels(pixt, &count, tab);
+            score = (l_float32)count * (l_float32)count /
+                    ((l_float32)area1[i] * (l_float32)area2);
+            if (score > maxscore) {
+                maxscore = score;
+                delx = i;
+                dely = shifty + j;
+            }
+
+            if (debugflag > 0)
+                fpixSetPixel(fpix, i, maxyshift + j, 1000.0 * score);
+        }
+    }
+
+    if (debugflag > 0) {
+        lept_mkdir("lept/recog");
+        char  buf[128];
+        pixt1 = fpixDisplayMaxDynamicRange(fpix);
+        pixt2 = pixExpandReplicate(pixt1, 5);
+        snprintf(buf, sizeof(buf), "/tmp/lept/recog/junkbs_%d.png", debugflag);
+        pixWrite(buf, pixt2, IFF_PNG);
+        pixDestroy(&pixt1);
+        pixDestroy(&pixt2);
+        fpixDestroy(&fpix);
+    }
+
+    if (pdelx) *pdelx = delx;
+    if (pdely) *pdely = dely;
+    if (pscore) *pscore = maxscore;
+    if (!tab8) LEPT_FREE(tab);
+    LEPT_FREE(area1);
+    LEPT_FREE(ycent1);
+    LEPT_FREE(arraysum);
+    LEPT_FREE(arraymoment);
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                          Low-level identification                      *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogIdentifyPixa()
+ *
+ * \param[in]    recog
+ * \param[in]    pixa     of 1 bpp images to match
+ * \param[out]   ppixdb   [optional] pix showing inputs and best fits
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This should be called by recogIdentifyMuliple(), which
+ *          binarizes and splits characters before sending %pixa here.
+ *      (2) This calls recogIdentifyPix(), which does the same operation
+ *          on each pix in %pixa, and optionally returns the arrays
+ *          of results (scores, class index and character string)
+ *          for the best correlation match.
+ * 

+ */
+l_ok
+recogIdentifyPixa(L_RECOG  *recog,
+                  PIXA     *pixa,
+                  PIX     **ppixdb)
+{
+char      *text;
+l_int32    i, n, fail, index, depth;
+l_float32  score;
+PIX       *pix1, *pix2, *pix3;
+PIXA      *pixa1;
+L_RCH     *rch;
+
+    PROCNAME("recogIdentifyPixa");
+
+    if (ppixdb) *ppixdb = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+        /* Run the recognizer on the set of images.  This writes
+         * the text string into each pix in pixa. */
+    n = pixaGetCount(pixa);
+    rchaDestroy(&recog->rcha);
+    recog->rcha = rchaCreate();
+    pixa1 = (ppixdb) ? pixaCreate(n) : NULL;
+    depth = 1;
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        pix2 = NULL;
+        fail = FALSE;
+        if (!ppixdb)
+            fail = recogIdentifyPix(recog, pix1, NULL);
+        else
+            fail = recogIdentifyPix(recog, pix1, &pix2);
+        if (fail)
+            recogSkipIdentify(recog);
+        if ((rch = recog->rch) == NULL) {
+            L_ERROR("rch not found for char %d\n", procName, i);
+            pixDestroy(&pix1);
+            pixDestroy(&pix2);
+            continue;
+        }
+        rchExtract(rch, NULL, NULL, &text, NULL, NULL, NULL, NULL);
+        pixSetText(pix1, text);
+        LEPT_FREE(text);
+        if (ppixdb) {
+            rchExtract(rch, &index, &score, NULL, NULL, NULL, NULL, NULL);
+            pix3 = recogShowMatch(recog, pix2, NULL, NULL, index, score);
+            if (i == 0) depth = pixGetDepth(pix3);
+            pixaAddPix(pixa1, pix3, L_INSERT);
+            pixDestroy(&pix2);
+        }
+        transferRchToRcha(rch, recog->rcha);
+        pixDestroy(&pix1);
+    }
+
+        /* Package the images for debug */
+    if (ppixdb) {
+        *ppixdb = pixaDisplayTiledInRows(pixa1, depth, 2500, 1.0, 0, 20, 1);
+        pixaDestroy(&pixa1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   recogIdentifyPix()
+ *
+ * \param[in]    recog     with LUT's pre-computed
+ * \param[in]    pixs      of a single character, 1 bpp
+ * \param[out]   ppixdb    [optional] debug pix showing input and best fit
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Basic recognition function for a single character.
+ *      (2) If templ_use == L_USE_ALL_TEMPLATES, which is the default
+ *          situation, matching is attempted to every bitmap in the recog,
+ *          and the identify of the best match is returned.
+ *      (3) For finding outliers, templ_use == L_USE_AVERAGE_TEMPLATES, and
+ *          matching is only attemplted to the averaged bitmaps.  For this
+ *          case, the index of the bestsample is meaningless (0 is returned
+ *          if requested).
+ *      (4) The score is related to the confidence (probability of correct
+ *          identification), in that a higher score is correlated with
+ *          a higher probability.  However, the actual relation between
+ *          the correlation (score) and the probability is not known;
+ *          we call this a "score" because "confidence" can be misinterpreted
+ *          as an actual probability.
+ * 

+ */
+l_ok
+recogIdentifyPix(L_RECOG  *recog,
+                 PIX      *pixs,
+                 PIX     **ppixdb)
+{
+char      *text;
+l_int32    i, j, n, bestindex, bestsample, area1, area2;
+l_int32    shiftx, shifty, bestdelx, bestdely, bestwidth, maxyshift;
+l_float32  x1, y1, x2, y2, delx, dely, score, maxscore;
+NUMA      *numa;
+PIX       *pix0, *pix1, *pix2;
+PIXA      *pixa;
+PTA       *pta;
+
+    PROCNAME("recogIdentifyPix");
+
+    if (ppixdb) *ppixdb = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+        /* Do the averaging if required and not yet done. */
+    if (recog->templ_use == L_USE_AVERAGE_TEMPLATES && !recog->ave_done) {
+        recogAverageSamples(&recog, 0);
+        if (!recog)
+            return ERROR_INT("averaging failed", procName, 1);
+    }
+
+        /* Binarize and crop to foreground if necessary */
+    if ((pix0 = recogProcessToIdentify(recog, pixs, 0)) == NULL)
+        return ERROR_INT("no fg pixels in pix0", procName, 1);
+
+        /* Optionally scale and/or convert to fixed stroke width */
+    pix1 = recogModifyTemplate(recog, pix0);
+    pixDestroy(&pix0);
+    if (!pix1)
+        return ERROR_INT("no fg pixels in pix1", procName, 1);
+
+        /* Do correlation at all positions within +-maxyshift of
+         * the nominal centroid alignment. */
+    pixCountPixels(pix1, &area1, recog->sumtab);
+    pixCentroid(pix1, recog->centtab, recog->sumtab, &x1, &y1);
+    bestindex = bestsample = bestdelx = bestdely = bestwidth = 0;
+    maxscore = 0.0;
+    maxyshift = recog->maxyshift;
+    if (recog->templ_use == L_USE_AVERAGE_TEMPLATES) {
+        for (i = 0; i < recog->setsize; i++) {
+            numaGetIValue(recog->nasum, i, &area2);
+            if (area2 == 0) continue;  /* no template available */
+            pix2 = pixaGetPix(recog->pixa, i, L_CLONE);
+            ptaGetPt(recog->pta, i, &x2, &y2);
+            delx = x1 - x2;
+            dely = y1 - y2;
+            for (shifty = -maxyshift; shifty <= maxyshift; shifty++) {
+                for (shiftx = -maxyshift; shiftx <= maxyshift; shiftx++) {
+                    pixCorrelationScoreSimple(pix1, pix2, area1, area2,
+                                              delx + shiftx, dely + shifty,
+                                              5, 5, recog->sumtab, &score);
+                    if (score > maxscore) {
+                        bestindex = i;
+                        bestdelx = delx + shiftx;
+                        bestdely = dely + shifty;
+                        maxscore = score;
+                    }
+                }
+            }
+            pixDestroy(&pix2);
+        }
+    } else {  /* use all the samples */
+        for (i = 0; i < recog->setsize; i++) {
+            pixa = pixaaGetPixa(recog->pixaa, i, L_CLONE);
+            n = pixaGetCount(pixa);
+            if (n == 0) {
+                pixaDestroy(&pixa);
+                continue;
+            }
+            numa = numaaGetNuma(recog->naasum, i, L_CLONE);
+            pta = ptaaGetPta(recog->ptaa, i, L_CLONE);
+            for (j = 0; j < n; j++) {
+                pix2 = pixaGetPix(pixa, j, L_CLONE);
+                numaGetIValue(numa, j, &area2);
+                ptaGetPt(pta, j, &x2, &y2);
+                delx = x1 - x2;
+                dely = y1 - y2;
+                for (shifty = -maxyshift; shifty <= maxyshift; shifty++) {
+                    for (shiftx = -maxyshift; shiftx <= maxyshift; shiftx++) {
+                        pixCorrelationScoreSimple(pix1, pix2, area1, area2,
+                                                  delx + shiftx, dely + shifty,
+                                                  5, 5, recog->sumtab, &score);
+                        if (score > maxscore) {
+                            bestindex = i;
+                            bestsample = j;
+                            bestdelx = delx + shiftx;
+                            bestdely = dely + shifty;
+                            maxscore = score;
+                            bestwidth = pixGetWidth(pix2);
+                        }
+                    }
+                }
+                pixDestroy(&pix2);
+            }
+            pixaDestroy(&pixa);
+            numaDestroy(&numa);
+            ptaDestroy(&pta);
+        }
+    }
+
+        /* Package up the results */
+    recogGetClassString(recog, bestindex, &text);
+    rchDestroy(&recog->rch);
+    recog->rch = rchCreate(bestindex, maxscore, text, bestsample,
+                           bestdelx, bestdely, bestwidth);
+
+    if (ppixdb) {
+        if (recog->templ_use == L_USE_AVERAGE_TEMPLATES) {
+            L_INFO("Best match: str %s; class %d; sh (%d, %d); score %5.3f\n",
+                   procName, text, bestindex, bestdelx, bestdely, maxscore);
+            pix2 = pixaGetPix(recog->pixa, bestindex, L_CLONE);
+        } else {  /* L_USE_ALL_TEMPLATES */
+            L_INFO("Best match: str %s; sample %d in class %d; score %5.3f\n",
+                   procName, text, bestsample, bestindex, maxscore);
+            if (maxyshift > 0 && (L_ABS(bestdelx) > 0 || L_ABS(bestdely) > 0)) {
+                L_INFO("  Best shift: (%d, %d)\n",
+                       procName, bestdelx, bestdely);
+            }
+            pix2 = pixaaGetPix(recog->pixaa, bestindex, bestsample, L_CLONE);
+        }
+        *ppixdb = recogShowMatch(recog, pix1, pix2, NULL, -1, 0.0);
+        pixDestroy(&pix2);
+    }
+
+    pixDestroy(&pix1);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogSkipIdentify()
+ *
+ * \param[in]    recog
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This just writes a "dummy" result with 0 score and empty
+ *          string id into the rch.
+ * 

+ */
+l_ok
+recogSkipIdentify(L_RECOG  *recog)
+{
+    PROCNAME("recogSkipIdentify");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+        /* Package up placeholder results */
+    rchDestroy(&recog->rch);
+    recog->rch = rchCreate(0, 0.0, stringNew(""), 0, 0, 0, 0);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *             Operations for handling identification results             *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   rchaCreate()
+ *
+ *      Return: 0 if OK, 1 on error
+ *
+ *  Notes:
+ *      (1) Be sure to destroy any existing rcha before assigning this.
+ */
+static L_RCHA *
+rchaCreate()
+{
+L_RCHA  *rcha;
+
+    rcha = (L_RCHA *)LEPT_CALLOC(1, sizeof(L_RCHA));
+    rcha->naindex = numaCreate(0);
+    rcha->nascore = numaCreate(0);
+    rcha->satext = sarrayCreate(0);
+    rcha->nasample = numaCreate(0);
+    rcha->naxloc = numaCreate(0);
+    rcha->nayloc = numaCreate(0);
+    rcha->nawidth = numaCreate(0);
+    return rcha;
+}
+
+
+/*!
+ * \brief   rchaDestroy()
+ *
+ * \param[in,out]   prcha     to be nulled
+ */
+void
+rchaDestroy(L_RCHA  **prcha)
+{
+L_RCHA  *rcha;
+
+    PROCNAME("rchaDestroy");
+
+    if (prcha == NULL) {
+        L_WARNING("&rcha is null!\n", procName);
+        return;
+    }
+    if ((rcha = *prcha) == NULL)
+        return;
+
+    numaDestroy(&rcha->naindex);
+    numaDestroy(&rcha->nascore);
+    sarrayDestroy(&rcha->satext);
+    numaDestroy(&rcha->nasample);
+    numaDestroy(&rcha->naxloc);
+    numaDestroy(&rcha->nayloc);
+    numaDestroy(&rcha->nawidth);
+    LEPT_FREE(rcha);
+    *prcha = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   rchCreate()
+ *
+ * \param[in]    index    index of best template
+ * \param[in]    score    correlation score of best template
+ * \param[in]    text     character string of best template
+ * \param[in]    sample   index of best sample; -1 if averages are used
+ * \param[in]    xloc     x-location of template: delx + shiftx
+ * \param[in]    yloc     y-location of template: dely + shifty
+ * \param[in]    width    width of best template
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Be sure to destroy any existing rch before assigning this.
+ *      (2) This stores the text string, not a copy of it, so the
+ *          caller must not destroy the string.
+ * 

+ */
+static L_RCH *
+rchCreate(l_int32    index,
+          l_float32  score,
+          char      *text,
+          l_int32    sample,
+          l_int32    xloc,
+          l_int32    yloc,
+          l_int32    width)
+{
+L_RCH  *rch;
+
+    rch = (L_RCH *)LEPT_CALLOC(1, sizeof(L_RCH));
+    rch->index = index;
+    rch->score = score;
+    rch->text = text;
+    rch->sample = sample;
+    rch->xloc = xloc;
+    rch->yloc = yloc;
+    rch->width = width;
+    return rch;
+}
+
+
+/*!
+ * \brief   rchDestroy()
+ *
+ * \param[in,out] prch to be nulled
+ */
+void
+rchDestroy(L_RCH  **prch)
+{
+L_RCH  *rch;
+
+    PROCNAME("rchDestroy");
+
+    if (prch == NULL) {
+        L_WARNING("&rch is null!\n", procName);
+        return;
+    }
+    if ((rch = *prch) == NULL)
+        return;
+    LEPT_FREE(rch->text);
+    LEPT_FREE(rch);
+    *prch = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   rchaExtract()
+ *
+ * \param[in]    rcha
+ * \param[out]   pnaindex    [optional] indices of best templates
+ * \param[out]   pnascore    [optional] correl scores of best templates
+ * \param[out]   psatext     [optional] character strings of best templates
+ * \param[out]   pnasample   [optional] indices of best samples
+ * \param[out]   pnaxloc     [optional] x-locations of templates
+ * \param[out]   pnayloc     [optional] y-locations of templates
+ * \param[out]   pnawidth    [optional] widths of best templates
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns clones of the number and string arrays.  They must
+ *          be destroyed by the caller.
+ * 

+ */
+l_ok
+rchaExtract(L_RCHA   *rcha,
+            NUMA    **pnaindex,
+            NUMA    **pnascore,
+            SARRAY  **psatext,
+            NUMA    **pnasample,
+            NUMA    **pnaxloc,
+            NUMA    **pnayloc,
+            NUMA    **pnawidth)
+{
+    PROCNAME("rchaExtract");
+
+    if (pnaindex) *pnaindex = NULL;
+    if (pnascore) *pnascore = NULL;
+    if (psatext) *psatext = NULL;
+    if (pnasample) *pnasample = NULL;
+    if (pnaxloc) *pnaxloc = NULL;
+    if (pnayloc) *pnayloc = NULL;
+    if (pnawidth) *pnawidth = NULL;
+    if (!rcha)
+        return ERROR_INT("rcha not defined", procName, 1);
+
+    if (pnaindex) *pnaindex = numaClone(rcha->naindex);
+    if (pnascore) *pnascore = numaClone(rcha->nascore);
+    if (psatext) *psatext = sarrayClone(rcha->satext);
+    if (pnasample) *pnasample = numaClone(rcha->nasample);
+    if (pnaxloc) *pnaxloc = numaClone(rcha->naxloc);
+    if (pnayloc) *pnayloc = numaClone(rcha->nayloc);
+    if (pnawidth) *pnawidth = numaClone(rcha->nawidth);
+    return 0;
+}
+
+
+/*!
+ * \brief   rchExtract()
+ *
+ * \param[in]    rch
+ * \param[out]   pindex    [optional] index of best template
+ * \param[out]   pscore    [optional] correlation score of best template
+ * \param[out]   ptext     [optional] character string of best template
+ * \param[out]   psample   [optional] index of best sample
+ * \param[out]   pxloc     [optional] x-location of template
+ * \param[out]   pyloc     [optional] y-location of template
+ * \param[out]   pwidth    [optional] width of best template
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+rchExtract(L_RCH      *rch,
+           l_int32    *pindex,
+           l_float32  *pscore,
+           char      **ptext,
+           l_int32    *psample,
+           l_int32    *pxloc,
+           l_int32    *pyloc,
+           l_int32    *pwidth)
+{
+    PROCNAME("rchExtract");
+
+    if (pindex) *pindex = 0;
+    if (pscore) *pscore = 0.0;
+    if (ptext) *ptext = NULL;
+    if (psample) *psample = 0;
+    if (pxloc) *pxloc = 0;
+    if (pyloc) *pyloc = 0;
+    if (pwidth) *pwidth = 0;
+    if (!rch)
+        return ERROR_INT("rch not defined", procName, 1);
+
+    if (pindex) *pindex = rch->index;
+    if (pscore) *pscore = rch->score;
+    if (ptext) *ptext = stringNew(rch->text);  /* new string: owned by caller */
+    if (psample) *psample = rch->sample;
+    if (pxloc) *pxloc = rch->xloc;
+    if (pyloc) *pyloc = rch->yloc;
+    if (pwidth) *pwidth = rch->width;
+    return 0;
+}
+
+
+/*!
+ * \brief   transferRchToRcha()
+ *
+ * \param[in]    rch     source of data
+ * \param[in]    rcha    append to arrays in this destination
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used to transfer the results of a single character
+ *          identification to an rcha array for the array of characters.
+ * 

+ */
+static l_int32
+transferRchToRcha(L_RCH   *rch,
+                  L_RCHA  *rcha)
+{
+
+    PROCNAME("transferRchToRcha");
+
+    if (!rch)
+        return ERROR_INT("rch not defined", procName, 1);
+    if (!rcha)
+        return ERROR_INT("rcha not defined", procName, 1);
+
+    numaAddNumber(rcha->naindex, rch->index);
+    numaAddNumber(rcha->nascore, rch->score);
+    sarrayAddString(rcha->satext, rch->text, L_COPY);
+    numaAddNumber(rcha->nasample, rch->sample);
+    numaAddNumber(rcha->naxloc, rch->xloc);
+    numaAddNumber(rcha->nayloc, rch->yloc);
+    numaAddNumber(rcha->nawidth, rch->width);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                        Preprocessing and filtering                     *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogProcessToIdentify()
+ *
+ * \param[in]    recog     with LUT's pre-computed
+ * \param[in]    pixs      typ. single character, possibly d > 1 and uncropped
+ * \param[in]    pad       extra pixels added to left and right sides
+ * \return  pixd 1 bpp, clipped to foreground, or NULL if there
+ *                    are no fg pixels or on error.
+ *
+ * 
+ * Notes:
+ *      (1) This is a lightweight operation to insure that the input
+ *          image is 1 bpp, properly cropped, and padded on each side.
+ *          If bpp > 1, the image is thresholded.
+ * 

+ */
+PIX *
+recogProcessToIdentify(L_RECOG  *recog,
+                       PIX      *pixs,
+                       l_int32   pad)
+{
+l_int32  canclip;
+PIX     *pix1, *pix2, *pixd;
+
+    PROCNAME("recogProcessToIdentify");
+
+    if (!recog)
+        return (PIX *)ERROR_PTR("recog not defined", procName, NULL);
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    if (pixGetDepth(pixs) != 1)
+        pix1 = pixThresholdToBinary(pixs, recog->threshold);
+    else
+        pix1 = pixClone(pixs);
+    pixTestClipToForeground(pix1, &canclip);
+    if (canclip)
+        pixClipToForeground(pix1, &pix2, NULL);
+    else
+        pix2 = pixClone(pix1);
+    pixDestroy(&pix1);
+    if (!pix2)
+        return (PIX *)ERROR_PTR("no foreground pixels", procName, NULL);
+
+    pixd = pixAddBorderGeneral(pix2, pad, pad, 0, 0, 0);
+    pixDestroy(&pix2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   recogPreSplittingFilter()
+ *
+ * \param[in]    recog
+ * \param[in]    pixs     1 bpp, many connected components
+ * \param[in]    minh     minimum height of components to be retained
+ * \param[in]    minaf    minimum area fraction (|fg|/(w*h)) to be retained
+ * \param[in]    debug    1 to output indicator arrays
+ * \return  pixd with filtered components removed or NULL on error
+ */
+static PIX *
+recogPreSplittingFilter(L_RECOG   *recog,
+                        PIX       *pixs,
+                        l_int32    minh,
+                        l_float32  minaf,
+                        l_int32    debug)
+{
+l_int32  scaling, minsplitw, maxsplith, maxasp;
+BOXA    *boxas;
+NUMA    *naw, *nah, *na1, *na1c, *na2, *na3, *na4, *na5, *na6, *na7;
+PIX     *pixd;
+PIXA    *pixas;
+
+    PROCNAME("recogPreSplittingFilter");
+
+    if (!recog)
+        return (PIX *)ERROR_PTR("recog not defined", procName, NULL);
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* If there is scaling, do not remove components based on the
+         * values of min_splitw and max_splith. */
+    scaling = (recog->scalew > 0 || recog->scaleh > 0) ? TRUE : FALSE;
+    minsplitw = (scaling) ? 1 : recog->min_splitw - 3;
+    maxsplith = (scaling) ? 150 : recog->max_splith;
+    maxasp = recog->max_wh_ratio;
+
+        /* Generate an indicator array of connected components to remove:
+         *    short stuff
+         *    tall stuff
+         *    components with large width/height ratio
+         *    components with small area fill fraction  */
+    boxas = pixConnComp(pixs, &pixas, 8);
+    pixaFindDimensions(pixas, &naw, &nah);
+    na1 = numaMakeThresholdIndicator(naw, minsplitw, L_SELECT_IF_LT);
+    na1c = numaCopy(na1);
+    na2 = numaMakeThresholdIndicator(nah, minh, L_SELECT_IF_LT);
+    na3 = numaMakeThresholdIndicator(nah, maxsplith, L_SELECT_IF_GT);
+    na4 = pixaFindWidthHeightRatio(pixas);
+    na5 = numaMakeThresholdIndicator(na4, maxasp, L_SELECT_IF_GT);
+    na6 = pixaFindAreaFraction(pixas);
+    na7 = numaMakeThresholdIndicator(na6, minaf, L_SELECT_IF_LT);
+    numaLogicalOp(na1, na1, na2, L_UNION);
+    numaLogicalOp(na1, na1, na3, L_UNION);
+    numaLogicalOp(na1, na1, na5, L_UNION);
+    numaLogicalOp(na1, na1, na7, L_UNION);
+    pixd = pixCopy(NULL, pixs);
+    pixRemoveWithIndicator(pixd, pixas, na1);
+    if (debug)
+        l_showIndicatorSplitValues(na1c, na2, na3, na5, na7, na1);
+    numaDestroy(&naw);
+    numaDestroy(&nah);
+    numaDestroy(&na1);
+    numaDestroy(&na1c);
+    numaDestroy(&na2);
+    numaDestroy(&na3);
+    numaDestroy(&na4);
+    numaDestroy(&na5);
+    numaDestroy(&na6);
+    numaDestroy(&na7);
+    boxaDestroy(&boxas);
+    pixaDestroy(&pixas);
+    return pixd;
+}
+
+
+/*!
+ * \brief   recogSplittingFilter()
+ *
+ * \param[in]    recog
+ * \param[in]    pixs     1 bpp, single connected component
+ * \param[in]    minh     minimum height of component; 0 for default
+ * \param[in]    minaf    minimum area fraction (|fg|/(w*h)) to be retained
+ * \param[out]   premove  0 to save, 1 to remove
+ * \param[in]    debug    1 to output indicator arrays
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+recogSplittingFilter(L_RECOG   *recog,
+                     PIX       *pixs,
+                     l_int32    minh,
+                     l_float32  minaf,
+                     l_int32   *premove,
+                     l_int32    debug)
+{
+l_int32    w, h;
+l_float32  aspratio, fract;
+
+    PROCNAME("recogSplittingFilter");
+
+    if (!premove)
+        return ERROR_INT("&remove not defined", procName, 1);
+    *premove = 0;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (minh <= 0) minh = DefaultMinHeight;
+
+        /* Remove from further consideration:
+         *    small stuff
+         *    components with large width/height ratio
+         *    components with small area fill fraction */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (w < recog->min_splitw) {
+        if (debug) L_INFO("w = %d < %d\n", procName, w, recog->min_splitw);
+        *premove = 1;
+        return 0;
+    }
+    if (h < minh) {
+        if (debug) L_INFO("h = %d < %d\n", procName, h, minh);
+        *premove = 1;
+        return 0;
+    }
+    aspratio = (l_float32)w / (l_float32)h;
+    if (aspratio > recog->max_wh_ratio) {
+        if (debug) L_INFO("w/h = %5.3f too large\n", procName, aspratio);
+        *premove = 1;
+        return 0;
+    }
+    pixFindAreaFraction(pixs, recog->sumtab, &fract);
+    if (fract < minaf) {
+        if (debug) L_INFO("area fill fract %5.3f < %5.3f\n",
+                          procName, fract, minaf);
+        *premove = 1;
+        return 0;
+    }
+
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                              Postprocessing                            *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogExtractNumbers()
+ *
+ * \param[in]    recog
+ * \param[in]    boxas         location of components
+ * \param[in]    scorethresh   min score for which we accept a component
+ * \param[in]    spacethresh   max horizontal distance allowed between digits;
+ *                             use -1 for default
+ * \param[out]   pbaa          [optional] bounding boxes of identified numbers
+ * \param[out]   pnaa          [optional] scores of identified digits
+ * \return  sa of identified numbers, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This extracts digit data after recogaIdentifyMultiple() or
+ *          lower-level identification has taken place.
+ *      (2) Each string in the returned sa contains a sequence of ascii
+ *          digits in a number.
+ *      (3) The horizontal distance between boxes (limited by %spacethresh)
+ *          is the negative of the horizontal overlap.
+ *      (4) Components with a score less than %scorethresh, which may
+ *          be hyphens or other small characters, will signal the
+ *          end of the current sequence of digits in the number.  A typical
+ *          value for %scorethresh is 0.60.
+ *      (5) We allow two digits to be combined if these conditions apply:
+ *            (a) the first is to the left of the second
+ *            (b) the second has a horizontal separation less than %spacethresh
+ *            (c) the vertical overlap >= 0 (vertical separation < 0)
+ *            (d) both have a score that exceeds %scorethresh
+ *      (6) Each numa in the optionally returned naa contains the digit
+ *          scores of a number.  Each boxa in the optionally returned baa
+ *          contains the bounding boxes of the digits in the number.
+ * 

+ */
+SARRAY *
+recogExtractNumbers(L_RECOG   *recog,
+                    BOXA      *boxas,
+                    l_float32  scorethresh,
+                    l_int32    spacethresh,
+                    BOXAA    **pbaa,
+                    NUMAA    **pnaa)
+{
+char      *str, *text;
+l_int32    i, n, x1, x2, h_ovl, v_ovl, h_sep, v_sep;
+l_float32  score;
+BOX       *box, *prebox;
+BOXA      *ba;
+BOXAA     *baa;
+NUMA      *nascore, *na;
+NUMAA     *naa;
+SARRAY    *satext, *sa, *saout;
+
+    PROCNAME("recogExtractNumbers");
+
+    if (pbaa) *pbaa = NULL;
+    if (pnaa) *pnaa = NULL;
+    if (!recog || !recog->rcha)
+        return (SARRAY *)ERROR_PTR("recog and rcha not both defined",
+                                   procName, NULL);
+    if (!boxas)
+        return (SARRAY *)ERROR_PTR("boxas not defined", procName, NULL);
+
+    if (spacethresh < 0)
+        spacethresh = L_MAX(recog->maxheight_u, 20);
+    rchaExtract(recog->rcha, NULL, &nascore, &satext, NULL, NULL, NULL, NULL);
+    if (!nascore || !satext) {
+        numaDestroy(&nascore);
+        sarrayDestroy(&satext);
+        return (SARRAY *)ERROR_PTR("nascore and satext not both returned",
+                                   procName, NULL);
+    }
+
+    saout = sarrayCreate(0);
+    naa = numaaCreate(0);
+    baa = boxaaCreate(0);
+    prebox = NULL;
+    n = numaGetCount(nascore);
+    for (i = 0; i < n; i++) {
+        numaGetFValue(nascore, i, &score);
+        text = sarrayGetString(satext, i, L_NOCOPY);
+        if (prebox == NULL) {  /* no current run */
+            if (score < scorethresh) {
+                continue;
+            } else {  /* start a number run */
+                sa = sarrayCreate(0);
+                ba = boxaCreate(0);
+                na = numaCreate(0);
+                sarrayAddString(sa, text, L_COPY);
+                prebox = boxaGetBox(boxas, i, L_CLONE);
+                boxaAddBox(ba, prebox, L_COPY);
+                numaAddNumber(na, score);
+            }
+        } else {  /* in a current number run */
+            box = boxaGetBox(boxas, i, L_CLONE);
+            boxGetGeometry(prebox, &x1, NULL, NULL, NULL);
+            boxGetGeometry(box, &x2, NULL, NULL, NULL);
+            boxOverlapDistance(box, prebox, &h_ovl, &v_ovl);
+            h_sep = -h_ovl;
+            v_sep = -v_ovl;
+            boxDestroy(&prebox);
+            if (x1 < x2 && h_sep <= spacethresh &&
+                v_sep < 0 && score >= scorethresh) {  /* add to number */
+                sarrayAddString(sa, text, L_COPY);
+                boxaAddBox(ba, box, L_COPY);
+                numaAddNumber(na, score);
+                prebox = box;
+            } else {  /* save the completed number */
+                str = sarrayToString(sa, 0);
+                sarrayAddString(saout, str, L_INSERT);
+                sarrayDestroy(&sa);
+                boxaaAddBoxa(baa, ba, L_INSERT);
+                numaaAddNuma(naa, na, L_INSERT);
+                boxDestroy(&box);
+                if (score >= scorethresh) {  /* start a new number */
+                    i--;
+                    continue;
+                }
+            }
+        }
+    }
+
+    if (prebox) {  /* save the last number */
+        str = sarrayToString(sa, 0);
+        sarrayAddString(saout, str, L_INSERT);
+        boxaaAddBoxa(baa, ba, L_INSERT);
+        numaaAddNuma(naa, na, L_INSERT);
+        sarrayDestroy(&sa);
+        boxDestroy(&prebox);
+    }
+
+    numaDestroy(&nascore);
+    sarrayDestroy(&satext);
+    if (sarrayGetCount(saout) == 0) {
+        sarrayDestroy(&saout);
+        boxaaDestroy(&baa);
+        numaaDestroy(&naa);
+        L_INFO("saout has no identified text\n", procName);
+        return NULL;
+    }
+
+    if (pbaa)
+        *pbaa = baa;
+    else
+        boxaaDestroy(&baa);
+    if (pnaa)
+        *pnaa = naa;
+    else
+        numaaDestroy(&naa);
+    return saout;
+}
+
+/*!
+ * \brief   showExtractNumbers()
+ *
+ * \param[in]    pixs     input 1 bpp image
+ * \param[in]    sa       recognized text strings
+ * \param[in]    baa      boxa array for location of characters in each string
+ * \param[in]    naa      numa array for scores of characters in each string
+ * \param[out]   ppixdb   [optional] input pixs with identified chars outlined
+ * \return  pixa   of identified strings with text and scores, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a debugging routine on digit identification; e.g.:
+ *            recogIdentifyMultiple(recog, pixs, 0, 1, &boxa, NULL, NULL, 0);
+ *            sa = recogExtractNumbers(recog, boxa, 0.8, -1, &baa, &naa);
+ *            pixa = showExtractNumbers(pixs, sa, baa, naa, NULL);
+ * 

+ */
+PIXA *
+showExtractNumbers(PIX     *pixs,
+                   SARRAY  *sa,
+                   BOXAA   *baa,
+                   NUMAA   *naa,
+                   PIX    **ppixdb)
+{
+char       buf[128];
+char      *textstr, *scorestr;
+l_int32    i, j, n, nchar, len;
+l_float32  score;
+L_BMF     *bmf;
+BOX       *box1, *box2;
+BOXA      *ba;
+NUMA      *na;
+PIX       *pix1, *pix2, *pix3, *pix4;
+PIXA      *pixa;
+
+    PROCNAME("showExtractNumbers");
+
+    if (ppixdb) *ppixdb = NULL;
+    if (!pixs)
+        return (PIXA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (!sa)
+        return (PIXA *)ERROR_PTR("sa not defined", procName, NULL);
+    if (!baa)
+        return (PIXA *)ERROR_PTR("baa not defined", procName, NULL);
+    if (!naa)
+        return (PIXA *)ERROR_PTR("naa not defined", procName, NULL);
+
+    n = sarrayGetCount(sa);
+    pixa = pixaCreate(n);
+    bmf = bmfCreate(NULL, 6);
+    if (ppixdb) *ppixdb = pixConvertTo8(pixs, 1);
+    for (i = 0; i < n; i++) {
+        textstr = sarrayGetString(sa, i, L_NOCOPY);
+        ba = boxaaGetBoxa(baa, i, L_CLONE);
+        na = numaaGetNuma(naa, i, L_CLONE);
+        boxaGetExtent(ba, NULL, NULL, &box1);
+        box2 = boxAdjustSides(NULL, box1, -5, 5, -5, 5);
+        if (ppixdb) pixRenderBoxArb(*ppixdb, box2, 3, 255, 0, 0);
+        pix1 = pixClipRectangle(pixs, box1, NULL);
+        len = strlen(textstr) + 1;
+        pix2 = pixAddBlackOrWhiteBorder(pix1, 14 * len, 14 * len,
+                                        5, 3, L_SET_WHITE);
+        pix3 = pixConvertTo8(pix2, 1);
+        nchar = numaGetCount(na);
+        scorestr = NULL;
+        for (j = 0; j < nchar; j++) {
+             numaGetFValue(na, j, &score);
+             snprintf(buf, sizeof(buf), "%d", (l_int32)(100 * score));
+             stringJoinIP(&scorestr, buf);
+             if (j < nchar - 1) stringJoinIP(&scorestr, ",");
+        }
+        snprintf(buf, sizeof(buf), "%s: %s\n", textstr, scorestr);
+        pix4 = pixAddTextlines(pix3, bmf, buf, 0xff000000, L_ADD_BELOW);
+        pixaAddPix(pixa, pix4, L_INSERT);
+        boxDestroy(&box1);
+        boxDestroy(&box2);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+        boxaDestroy(&ba);
+        numaDestroy(&na);
+        LEPT_FREE(scorestr);
+    }
+
+    bmfDestroy(&bmf);
+    return pixa;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                        Static debug helper                             *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   l_showIndicatorSplitValues()
+ *
+ * \param[in]   na1, na2, na3, na4, na5, na6      6 indicator array
+ *
+ * 
+ * Notes:
+ *      (1) The values indicate that specific criteria has been met
+ *          for component removal by pre-splitting filter..
+ *          The 'result' line shows which components have been removed.
+ * 

+ */
+static void
+l_showIndicatorSplitValues(NUMA  *na1,
+                           NUMA  *na2,
+                           NUMA  *na3,
+                           NUMA  *na4,
+                           NUMA  *na5,
+                           NUMA  *na6)
+{
+l_int32  i, n;
+
+    n = numaGetCount(na1);
+    fprintf(stderr, "================================================\n");
+    fprintf(stderr, "lt minw:    ");
+    for (i = 0; i < n; i++)
+        fprintf(stderr, "%4d ", (l_int32)na1->array[i]);
+    fprintf(stderr, "\nlt minh:    ");
+    for (i = 0; i < n; i++)
+        fprintf(stderr, "%4d ", (l_int32)na2->array[i]);
+    fprintf(stderr, "\ngt maxh:    ");
+    for (i = 0; i < n; i++)
+        fprintf(stderr, "%4d ", (l_int32)na3->array[i]);
+    fprintf(stderr, "\ngt maxasp:  ");
+    for (i = 0; i < n; i++)
+        fprintf(stderr, "%4d ", (l_int32)na4->array[i]);
+    fprintf(stderr, "\nlt minaf:   ");
+    for (i = 0; i < n; i++)
+        fprintf(stderr, "%4d ", (l_int32)na5->array[i]);
+    fprintf(stderr, "\n------------------------------------------------");
+    fprintf(stderr, "\nresult:     ");
+    for (i = 0; i < n; i++)
+        fprintf(stderr, "%4d ", (l_int32)na6->array[i]);
+    fprintf(stderr, "\n================================================\n");
+}
diff --git a/3rdparty/hgOCR/leptonica/recogtrain.c b/3rdparty/hgOCR/leptonica/recogtrain.c
new file mode 100644
index 00000000..e6f207e1
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/recogtrain.c
@@ -0,0 +1,2478 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file recogtrain.c
+ * 
+ *
+ *      Training on labeled data
+ *         l_int32             recogTrainLabeled()
+ *         PIX                *recogProcessLabeled()
+ *         l_int32             recogAddSample()
+ *         PIX                *recogModifyTemplate()
+ *         l_int32             recogAverageSamples()
+ *         l_int32             pixaAccumulateSamples()
+ *         l_int32             recogTrainingFinished()
+ *         static l_int32      recogTemplatesAreOK()
+ *         PIXA               *recogFilterPixaBySize()
+ *         PIXAA              *recogSortPixaByClass()
+ *         l_int32             recogRemoveOutliers1()
+ *         PIXA               *pixaRemoveOutliers1()
+ *         l_int32             recogRemoveOutliers2()
+ *         PIXA               *pixaRemoveOutliers2()
+ *
+ *      Training on unlabeled data
+ *         L_RECOG             recogTrainFromBoot()
+ *
+ *      Padding the digit training set
+ *         l_int32             recogPadDigitTrainingSet()
+ *         l_int32             recogIsPaddingNeeded()
+ *         static SARRAY      *recogAddMissingClassStrings()
+ *         PIXA               *recogAddDigitPadTemplates()
+ *         static l_int32      recogCharsetAvailable()
+ *
+ *      Making a boot digit recognizer
+ *         L_RECOG            *recogMakeBootDigitRecog()
+ *         PIXA               *recogMakeBootDigitTemplates()
+ *
+ *      Debugging
+ *         l_int32             recogShowContent()
+ *         l_int32             recogDebugAverages()
+ *         l_int32             recogShowAverageTemplates()
+ *         static PIX         *pixDisplayOutliers()
+ *         PIX                *recogDisplayOutlier()
+ *         PIX                *recogShowMatchesInRange()
+ *         PIX                *recogShowMatch()
+ *
+ *  These abbreviations are for the type of template to be used:
+ *    * SI (for the scanned images)
+ *    * WNL (for width-normalized lines, formed by first skeletonizing
+ *           the scanned images, and then dilating to a fixed width)
+ *  These abbreviations are for the type of recognizer:
+ *    * BAR (book-adapted recognizer; the best type; can do identification
+ *           with unscaled images and separation of touching characters.
+ *    * BSR (bootstrap recognizer; used if more labeled templates are
+ *           required for a BAR, either for finding more templates from
+ *           the book, or making a hybrid BAR/BSR.
+ *
+ *  The recog struct typically holds two versions of the input templates
+ *  (e.g. from a pixa) that were used to generate it.  One version is
+ *  the unscaled input templates.  The other version is the one that
+ *  will be used by the recog to identify unlabeled data.  That version
+ *  depends on the input parameters when the recog is created.  The choices
+ *  for the latter version, and their suggested use, are:
+ *  (1) unscaled SI -- typical for BAR, generated from book images
+ *  (2) unscaled WNL -- ditto
+ *  (3) scaled SI -- typical for recognizers containing template
+ *      images from sources other than the book to be recognized
+ *  (4) scaled WNL -- ditto
+ *  For cases (3) and (4), we recommend scaling to fixed height; e.g.,
+ *  scalew = 0, scaleh = 40.
+ *  When using WNL, we recommend using a width of 5 in the template
+ *  and 4 in the unlabeled data.
+ *  It appears that better results for a BAR are usually obtained using
+ *  SI than WNL, but more experimentation is needed.
+ *
+ *  This utility is designed to build recognizers that are specifically
+ *  adapted from a large amount of material, such as a book.  These
+ *  use labeled templates taken from the material, and not scaled.
+ *  In addition, two special recognizers are useful:
+ *  (1) Bootstrap recognizer (BSR).  This uses height-scaled templates,
+ *      that have been extended with several repetitions in one of two ways:
+ *      (a) aniotropic width scaling (for either SI or WNL)
+ *      (b) iterative erosions/dilations (for SI).
+ *  (2) Outlier removal.  This uses height scaled templates.  It can be
+ *      implemented without using templates that are aligned averages of all
+ *      templates in a class.
+ *
+ *  Recognizers are inexpensive to generate, for example, from a pixa
+ *  of labeled templates.  The general process of building a BAR is
+ *  to start with labeled templates, e.g., in a pixa, make a BAR, and
+ *  analyze new samples from the book to augment the BAR until it has
+ *  enough samples for each character class.  Along the way, samples
+ *  from a BSR may be added for help in training.  If not enough samples
+ *  are available for the BAR, it can finally be augmented with BSR
+ *  samples, in which case the resulting hybrid BAR/BSR recognizer
+ *  must work on scaled images.
+ *
+ *  Here are the steps in doing recog training:
+ *  A. Generate a BAR from any existing labeled templates
+ *    (1) Create a recog and add the templates, using recogAddSample().
+ *        This stores the unscaled templates.
+ *        [Note: this can be done in one step if the labeled templates are put
+ *         into a pixa:
+ *           L_Recog *rec = recogCreateFromPixa(pixa, ...);  ]
+ *    (2) Call recogTrainingFinished() to generate the (sometimes modified)
+ *        templates to be used for correlation.
+ *    (3) Optionally, remove outliers.
+ *    If there are sufficient samples in the classes, we're done. Otherwise,
+ *  B. Try to get more samples from the book to pad the BAR.
+ *     (1) Save the unscaled, labeled templates from the BAR.
+ *     (2) Supplement the BAR with bootstrap templates to make a hybrid BAR/BSR.
+ *     (3) Do recognition on more unlabeled images, scaled to a fixed height
+ *     (4) Add the unscaled, labeled images to the saved set.
+ *     (5) Optionally, remove outliers.
+ *     If there are sufficient samples in the classes, we're done. Otherwise,
+ *  C. For classes without a sufficient number of templates, we can
+ *     supplement the BAR with templates from a BSR (a hybrid RAR/BSR),
+ *     and do recognition scaled to a fixed height.
+ *
+ *  Here are several methods that can be used for identifying outliers:
+ *  (1) Compute average templates for each class and remove a candidate
+ *      that is poorly correlated with the average.  This is the most
+ *      simple method.  recogRemoveOutliers1() uses this, supplemented with
+ *      a second threshold and a target number of templates to be saved.
+ *  (2) Compute average templates for each class and remove a candidate
+ *      that is more highly correlated with the average of some other class.
+ *      This does not require setting a threshold for the correlation.
+ *      recogRemoveOutliers2() uses this method, supplemented with a minimum
+ *      correlation score.
+ *  (3) For each candidate, find the average correlation with other
+ *      members of its class, and remove those that have a relatively
+ *      low average correlation.  This is similar to (1), gives comparable
+ *      results and because it does not use average templates, it requires
+ *      a bit more computation.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* Static functions */
+static l_int32 recogTemplatesAreOK(L_RECOG *recog, l_int32 minsize,
+                                   l_float32 minfract, l_int32 *pok);
+static SARRAY *recogAddMissingClassStrings(L_RECOG  *recog);
+static l_int32 recogCharsetAvailable(l_int32 type);
+static PIX *pixDisplayOutliers(PIXA *pixas, NUMA *nas);
+static PIX *recogDisplayOutlier(L_RECOG *recog, l_int32 iclass, l_int32 jsamp,
+                                l_int32 maxclass, l_float32 maxscore);
+
+    /* Default parameters that are used in recogTemplatesAreOK() and
+     * in outlier removal functions, and that use template set size
+     * to decide if the set of templates (before outliers are removed)
+     * is valid.  Values are set to accept most sets of sample templates. */
+static const l_int32    DefaultMinSetSize = 1;  /* minimum number of
+                                       samples for a valid class */
+static const l_float32  DefaultMinSetFract = 0.4;  /* minimum fraction
+                               of classes required for a valid recog */
+
+    /* Defaults in pixaRemoveOutliers1() and pixaRemoveOutliers2() */
+static const l_float32  DefaultMinScore = 0.75; /* keep everything above */
+static const l_int32    DefaultMinTarget = 3;  /* to be kept if possible */
+static const l_float32  LowerScoreThreshold = 0.5;  /* templates can be
+                 * kept down to this score to if needed to retain the
+                 * desired minimum number of templates */
+
+
+/*------------------------------------------------------------------------*
+ *                                Training                                *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogTrainLabeled()
+ *
+ * \param[in]    recog     in training mode
+ * \param[in]    pixs      if depth > 1, will be thresholded to 1 bpp
+ * \param[in]    box       [optional] cropping box
+ * \param[in]    text      [optional] if null, use text field in pix
+ * \param[in]    debug     1 to display images of samples not captured
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Training is restricted to the addition of a single
+ *          character in an arbitrary (e.g., UTF8) charset
+ *      (2) If box != null, it should represent the location in %pixs
+ *          of the character image.
+ * 

+ */
+l_ok
+recogTrainLabeled(L_RECOG  *recog,
+                  PIX      *pixs,
+                  BOX      *box,
+                  char     *text,
+                  l_int32   debug)
+{
+l_int32  ret;
+PIX     *pix;
+
+    PROCNAME("recogTrainLabeled");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+        /* Prepare the sample to be added. This step also acts
+         * as a filter, and can invalidate pixs as a template. */
+    ret = recogProcessLabeled(recog, pixs, box, text, &pix);
+    if (ret) {
+        pixDestroy(&pix);
+        L_WARNING("failure to get sample '%s' for training\n", procName,
+                  text);
+        return 1;
+    }
+
+    recogAddSample(recog, pix, debug);
+    pixDestroy(&pix);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogProcessLabeled()
+ *
+ * \param[in]    recog   in training mode
+ * \param[in]    pixs    if depth > 1, will be thresholded to 1 bpp
+ * \param[in]    box     [optional] cropping box
+ * \param[in]    text    [optional] if null, use text field in pix
+ * \param[out]   ppix    addr of pix, 1 bpp, labeled
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This crops and binarizes the input image, generating a pix
+ *          of one character where the charval is inserted into the pix.
+ * 

+ */
+l_ok
+recogProcessLabeled(L_RECOG  *recog,
+                    PIX      *pixs,
+                    BOX      *box,
+                    char     *text,
+                    PIX     **ppix)
+{
+char    *textdata;
+l_int32  textinpix, textin, nsets;
+NUMA    *na;
+PIX     *pix1, *pix2, *pix3, *pix4;
+
+    PROCNAME("recogProcessLabeled");
+
+    if (!ppix)
+        return ERROR_INT("&pix not defined", procName, 1);
+    *ppix = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+        /* Find the text; this will be stored with the output images */
+    textin = text && (text[0] != '\0');
+    textinpix = (pixs->text && (pixs->text[0] != '\0'));
+    if (!textin && !textinpix) {
+        L_ERROR("no text: %d\n", procName, recog->num_samples);
+        return 1;
+    }
+    textdata = (textin) ? text : pixs->text;  /* do not free */
+
+        /* Crop and binarize if necessary */
+    if (box)
+        pix1 = pixClipRectangle(pixs, box, NULL);
+    else
+        pix1 = pixClone(pixs);
+    if (pixGetDepth(pix1) > 1)
+        pix2 = pixConvertTo1(pix1, recog->threshold);
+    else
+        pix2 = pixClone(pix1);
+    pixDestroy(&pix1);
+
+        /* Remove isolated noise, using as a criterion all components
+         * that are removed by a vertical opening of size 5. */
+    pix3 = pixMorphSequence(pix2, "o1.5", 0);  /* seed */
+    pixSeedfillBinary(pix3, pix3, pix2, 8);  /* fill from seed; clip to pix2 */
+    pixDestroy(&pix2);
+
+        /* Clip to foreground */
+    pixClipToForeground(pix3, &pix4, NULL);
+    pixDestroy(&pix3);
+    if (!pix4)
+        return ERROR_INT("pix4 is empty", procName, 1);
+
+        /* Verify that if there is more than 1 c.c., they all have
+         * horizontal overlap */
+    na = pixCountByColumn(pix4, NULL);
+    numaCountNonzeroRuns(na, &nsets);
+    numaDestroy(&na);
+    if (nsets > 1) {
+        L_WARNING("found %d sets of horiz separated c.c.; skipping\n",
+                  procName, nsets);
+        pixDestroy(&pix4);
+        return 1;
+    }
+
+    pixSetText(pix4, textdata);
+    *ppix = pix4;
+    return 0;
+}
+
+
+/*!
+ * \brief   recogAddSample()
+ *
+ * \param[in]    recog
+ * \param[in]    pix         a single character, 1 bpp
+ * \param[in]    debug
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The pix is 1 bpp, with the character string label embedded.
+ *      (2) The pixaa_u array of the recog is initialized to accept
+ *          up to 256 different classes.  When training is finished,
+ *          the arrays are truncated to the actual number of classes.
+ *          To pad an existing recog from the boot recognizers, training
+ *          is started again; if samples from a new class are added,
+ *          the pixaa_u array is extended by adding a pixa to hold them.
+ * 

+ */
+l_ok
+recogAddSample(L_RECOG  *recog,
+               PIX      *pix,
+               l_int32   debug)
+{
+char    *text;
+l_int32  npa, charint, index;
+PIXA    *pixa1;
+PIXAA   *paa;
+
+    PROCNAME("recogAddSample");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pix || pixGetDepth(pix) != 1)
+        return ERROR_INT("pix not defined or not 1 bpp\n", procName, 1);
+    if (recog->train_done)
+        return ERROR_INT("not added: training has been completed", procName, 1);
+    paa = recog->pixaa_u;
+
+        /* Make sure the character is in the set */
+    text = pixGetText(pix);
+    if (l_convertCharstrToInt(text, &charint) == 1) {
+        L_ERROR("invalid text: %s\n", procName, text);
+        return 1;
+    }
+
+        /* Determine the class array index.  Check if the class
+         * alreadly exists, and if not, add it. */
+    if (recogGetClassIndex(recog, charint, text, &index) == 1) {
+            /* New class must be added */
+        npa = pixaaGetCount(paa, NULL);
+        if (index > npa) {
+            L_ERROR("oops: bad index %d > npa %d!!\n", procName, index, npa);
+            return 1;
+        }
+        if (index == npa) {  /* paa needs to be extended */
+            L_INFO("Adding new class and pixa: index = %d, text = %s\n",
+                   procName, index, text);
+            pixa1 = pixaCreate(10);
+            pixaaAddPixa(paa, pixa1, L_INSERT);
+        }
+    }
+    if (debug) {
+        L_INFO("Identified text label: %s\n", procName, text);
+        L_INFO("Identified: charint = %d, index = %d\n",
+               procName, charint, index);
+    }
+
+        /* Insert the unscaled character image into the right pixa.
+         * (Unscaled images are required to split touching characters.) */
+    recog->num_samples++;
+    pixaaAddPix(paa, index, pix, NULL, L_COPY);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogModifyTemplate()
+ *
+ * \param[in]    recog
+ * \param[in]    pixs   1 bpp, to be optionally scaled and turned into
+ *                      strokes of fixed width
+ * \return  pixd   modified pix if OK, NULL on error
+ */
+PIX *
+recogModifyTemplate(L_RECOG  *recog,
+                    PIX      *pixs)
+{
+l_int32  w, h, empty;
+PIX     *pix1, *pix2;
+
+    PROCNAME("recogModifyTemplate");
+
+    if (!recog)
+        return (PIX *)ERROR_PTR("recog not defined", procName, NULL);
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Scale first */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((recog->scalew == 0 || recog->scalew == w) &&
+        (recog->scaleh == 0 || recog->scaleh == h)) {  /* no scaling */
+        pix1 = pixCopy(NULL, pixs);
+    } else {
+        pix1 = pixScaleToSize(pixs, recog->scalew, recog->scaleh);
+    }
+    if (!pix1)
+        return (PIX *)ERROR_PTR("pix1 not made", procName, NULL);
+
+        /* Then optionally convert to lines */
+    if (recog->linew <= 0) {
+        pix2 = pixClone(pix1);
+    } else {
+        pix2 = pixSetStrokeWidth(pix1, recog->linew, 1, 8);
+    }
+    pixDestroy(&pix1);
+    if (!pix2)
+        return (PIX *)ERROR_PTR("pix2 not made", procName, NULL);
+
+        /* Make sure we still have some pixels */
+    pixZero(pix2, &empty);
+    if (empty) {
+        pixDestroy(&pix2);
+        return (PIX *)ERROR_PTR("modified template has no pixels",
+                                procName, NULL);
+    }
+    return pix2;
+}
+
+
+/*!
+ * \brief   recogAverageSamples()
+ *
+ * \param[in]   precog    addr of existing recog; may be destroyed
+ * \param[in]   debug
+ * \return  0 on success, 1 on failure
+ *
+ * 
+ * Notes:
+ *      (1) This is only called in two situations:
+ *          (a) When splitting characters using either the DID method
+ *              recogDecode() or the the greedy splitter
+ *              recogCorrelationBestRow()
+ *          (b) By a special recognizer that is used to remove outliers.
+ *          Both unscaled and scaled inputs are averaged.
+ *      (2) If the data in any class is nonexistent (no samples), or
+ *          very bad (no fg pixels in the average), or if the ratio
+ *          of max/min average unscaled class template heights is
+ *          greater than max_ht_ratio, this destroys the recog.
+ *          The caller must check the return value of the recog.
+ *      (3) Set debug = 1 to view the resulting templates and their centroids.
+ * 

+ */
+l_int32
+recogAverageSamples(L_RECOG  **precog,
+                    l_int32    debug)
+{
+l_int32    i, nsamp, size, area, bx, by, badclass;
+l_float32  x, y, hratio;
+BOX       *box;
+PIXA      *pixa1;
+PIX       *pix1, *pix2, *pix3;
+PTA       *pta1;
+L_RECOG   *recog;
+
+    PROCNAME("recogAverageSamples");
+
+    if (!precog)
+        return ERROR_INT("&recog not defined", procName, 1);
+    if ((recog = *precog) == NULL)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    if (recog->ave_done) {
+        if (debug)  /* always do this if requested */
+            recogShowAverageTemplates(recog);
+        return 0;
+    }
+
+        /* Remove any previous averaging data */
+    size = recog->setsize;
+    pixaDestroy(&recog->pixa_u);
+    ptaDestroy(&recog->pta_u);
+    numaDestroy(&recog->nasum_u);
+    recog->pixa_u = pixaCreate(size);
+    recog->pta_u = ptaCreate(size);
+    recog->nasum_u = numaCreate(size);
+
+    pixaDestroy(&recog->pixa);
+    ptaDestroy(&recog->pta);
+    numaDestroy(&recog->nasum);
+    recog->pixa = pixaCreate(size);
+    recog->pta = ptaCreate(size);
+    recog->nasum = numaCreate(size);
+
+        /* Unscaled bitmaps: compute averaged bitmap, centroid, and fg area.
+         * Note that when we threshold to 1 bpp the 8 bpp averaged template
+         * that is returned from the accumulator, it will not be cropped
+         * to the foreground.  We must crop it, because the correlator
+         * makes that assumption and will return a zero value if the
+         * width or height of the two images differs by several pixels.
+         * But cropping to fg can cause the value of the centroid to
+         * change, if bx > 0 or by > 0. */
+    badclass = FALSE;
+    for (i = 0; i < size; i++) {
+        pixa1 = pixaaGetPixa(recog->pixaa_u, i, L_CLONE);
+        pta1 = ptaaGetPta(recog->ptaa_u, i, L_CLONE);
+        nsamp = pixaGetCount(pixa1);
+        nsamp = L_MIN(nsamp, 256);  /* we only use the first 256 */
+        if (nsamp == 0) {  /* no information for this class */
+            L_ERROR("no samples in class %d\n", procName, i);
+            badclass = TRUE;
+            pixaDestroy(&pixa1);
+            ptaDestroy(&pta1);
+            break;
+        } else {
+            pixaAccumulateSamples(pixa1, pta1, &pix1, &x, &y);
+            pix2 = pixThresholdToBinary(pix1, L_MAX(1, nsamp / 2));
+            pixInvert(pix2, pix2);
+            pixClipToForeground(pix2, &pix3, &box);
+            if (!box) {
+                L_ERROR("no fg pixels in average for uclass %d\n", procName, i);
+                badclass = TRUE;
+                pixDestroy(&pix1);
+                pixDestroy(&pix2);
+                pixaDestroy(&pixa1);
+                ptaDestroy(&pta1);
+                break;
+            } else {
+                boxGetGeometry(box, &bx, &by, NULL, NULL);
+                pixaAddPix(recog->pixa_u, pix3, L_INSERT);
+                ptaAddPt(recog->pta_u, x - bx, y - by);  /* correct centroid */
+                pixCountPixels(pix3, &area, recog->sumtab);
+                numaAddNumber(recog->nasum_u, area);  /* foreground */
+                boxDestroy(&box);
+            }
+            pixDestroy(&pix1);
+            pixDestroy(&pix2);
+        }
+        pixaDestroy(&pixa1);
+        ptaDestroy(&pta1);
+    }
+
+        /* Are any classes bad?  If so, destroy the recog and return an error */
+    if (badclass) {
+        recogDestroy(precog);
+        return ERROR_INT("at least 1 bad class; destroying recog", procName, 1);
+    }
+
+        /* Get the range of sizes of the unscaled average templates.
+         * Reject if the height ratio is too large.  */
+    pixaSizeRange(recog->pixa_u, &recog->minwidth_u, &recog->minheight_u,
+                  &recog->maxwidth_u, &recog->maxheight_u);
+    hratio = (l_float32)recog->maxheight_u / (l_float32)recog->minheight_u;
+    if (hratio > recog->max_ht_ratio) {
+        L_ERROR("ratio of max/min height of average templates = %4.1f;"
+                " destroying recog\n", procName, hratio);
+        recogDestroy(precog);
+        return 1;
+    }
+
+        /* Scaled bitmaps: compute averaged bitmap, centroid, and fg area */
+    for (i = 0; i < size; i++) {
+        pixa1 = pixaaGetPixa(recog->pixaa, i, L_CLONE);
+        pta1 = ptaaGetPta(recog->ptaa, i, L_CLONE);
+        nsamp = pixaGetCount(pixa1);
+        nsamp = L_MIN(nsamp, 256);  /* we only use the first 256 */
+        pixaAccumulateSamples(pixa1, pta1, &pix1, &x, &y);
+        pix2 = pixThresholdToBinary(pix1, L_MAX(1, nsamp / 2));
+        pixInvert(pix2, pix2);
+        pixClipToForeground(pix2, &pix3, &box);
+        if (!box) {
+            L_ERROR("no fg pixels in average for sclass %d\n", procName, i);
+            badclass = TRUE;
+            pixDestroy(&pix1);
+            pixDestroy(&pix2);
+            pixaDestroy(&pixa1);
+            ptaDestroy(&pta1);
+            break;
+        } else {
+            boxGetGeometry(box, &bx, &by, NULL, NULL);
+            pixaAddPix(recog->pixa, pix3, L_INSERT);
+            ptaAddPt(recog->pta, x - bx, y - by);  /* correct centroid */
+            pixCountPixels(pix3, &area, recog->sumtab);
+            numaAddNumber(recog->nasum, area);  /* foreground */
+            boxDestroy(&box);
+        }
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixaDestroy(&pixa1);
+        ptaDestroy(&pta1);
+    }
+
+    if (badclass) {
+        recogDestroy(precog);
+        return ERROR_INT("at least 1 bad class; destroying recog", procName, 1);
+    }
+
+        /* Get the range of widths of the scaled average templates */
+    pixaSizeRange(recog->pixa, &recog->minwidth, NULL, &recog->maxwidth, NULL);
+
+       /* Get dimensions useful for splitting */
+    recog->min_splitw = L_MAX(5, recog->minwidth_u - 5);
+    recog->max_splith = recog->maxheight_u + 12;  /* allow for skew */
+
+    if (debug)
+        recogShowAverageTemplates(recog);
+
+    recog->ave_done = TRUE;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaAccumulateSamples()
+ *
+ * \param[in]    pixa     of samples from the same class, 1 bpp
+ * \param[in]    pta      [optional] of centroids of the samples
+ * \param[out]   ppixd    accumulated samples, 8 bpp
+ * \param[out]   px       [optional] average x coordinate of centroids
+ * \param[out]   py       [optional] average y coordinate of centroids
+ * \return  0 on success, 1 on failure
+ *
+ * 
+ * Notes:
+ *      (1) This generates an aligned (by centroid) sum of the input pix.
+ *      (2) We use only the first 256 samples; that's plenty.
+ *      (3) If pta is not input, we generate two tables, and discard
+ *          after use.  If this is called many times, it is better
+ *          to precompute the pta.
+ * 

+ */
+l_int32
+pixaAccumulateSamples(PIXA       *pixa,
+                      PTA        *pta,
+                      PIX       **ppixd,
+                      l_float32  *px,
+                      l_float32  *py)
+{
+l_int32    i, n, maxw, maxh, xdiff, ydiff;
+l_int32   *centtab, *sumtab;
+l_float32  xc, yc, xave, yave;
+PIX       *pix1, *pix2, *pixsum;
+PTA       *ptac;
+
+    PROCNAME("pixaAccumulateSamples");
+
+    if (px) *px = 0;
+    if (py) *py = 0;
+    if (!ppixd)
+        return ERROR_INT("&pixd not defined", procName, 1);
+    *ppixd = NULL;
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    n = pixaGetCount(pixa);
+    if (pta && ptaGetCount(pta) != n)
+        return ERROR_INT("pta count differs from pixa count", procName, 1);
+    n = L_MIN(n, 256);  /* take the first 256 only */
+    if (n == 0)
+        return ERROR_INT("pixa array empty", procName, 1);
+
+        /* Find the centroids */
+    if (pta) {
+        ptac = ptaClone(pta);
+    } else {  /* generate them here */
+        ptac = ptaCreate(n);
+        centtab = makePixelCentroidTab8();
+        sumtab = makePixelSumTab8();
+        for (i = 0; i < n; i++) {
+            pix1 = pixaGetPix(pixa, i, L_CLONE);
+            pixCentroid(pix1, centtab, sumtab, &xc, &yc);
+            ptaAddPt(ptac, xc, yc);
+        }
+        LEPT_FREE(centtab);
+        LEPT_FREE(sumtab);
+    }
+
+        /* Find the average value of the centroids */
+    xave = yave = 0;
+    for (i = 0; i < n; i++) {
+        ptaGetPt(pta, i, &xc, &yc);
+        xave += xc;
+        yave += yc;
+    }
+    xave = xave / (l_float32)n;
+    yave = yave / (l_float32)n;
+    if (px) *px = xave;
+    if (py) *py = yave;
+
+        /* Place all pix with their centroids located at the average
+         * centroid value, and sum the results.  Make the accumulator
+         * image slightly larger than the largest sample to insure
+         * that all pixels are represented in the accumulator.  */
+    pixaSizeRange(pixa, NULL, NULL, &maxw, &maxh);
+    pixsum = pixInitAccumulate(maxw + 5, maxh + 5, 0);
+    pix1 = pixCreate(maxw, maxh, 1);
+    for (i = 0; i < n; i++) {
+        pix2 = pixaGetPix(pixa, i, L_CLONE);
+        ptaGetPt(ptac, i, &xc, &yc);
+        xdiff = (l_int32)(xave - xc);
+        ydiff = (l_int32)(yave - yc);
+        pixClearAll(pix1);
+        pixRasterop(pix1, xdiff, ydiff, maxw, maxh, PIX_SRC,
+                    pix2, 0, 0);
+        pixAccumulate(pixsum, pix1, L_ARITH_ADD);
+        pixDestroy(&pix2);
+    }
+    *ppixd = pixFinalAccumulate(pixsum, 0, 8);
+
+    pixDestroy(&pix1);
+    pixDestroy(&pixsum);
+    ptaDestroy(&ptac);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogTrainingFinished()
+ *
+ * \param[in]    precog       addr of recog
+ * \param[in]    modifyflag   1 to use recogModifyTemplate(); 0 otherwise
+ * \param[in]    minsize      set to -1 for default
+ * \param[in]    minfract     set to -1.0 for default
+ * \return  0 if OK, 1 on error (input recog will be destroyed)
+ *
+ * 
+ * Notes:
+ *      (1) This must be called after all training samples have been added.
+ *      (2) If the templates are not good enough, the recog input is destroyed.
+ *      (3) Usually, %modifyflag == 1, because we want to apply
+ *          recogModifyTemplate() to generate the actual templates
+ *          that will be used.  The one exception is when reading a
+ *          serialized recog: there we want to put the same set of
+ *          templates in both the unscaled and modified pixaa.
+ *          See recogReadStream() to see why we do this.
+ *      (4) See recogTemplatesAreOK() for %minsize and %minfract usage.
+ *      (5) The following things are done here:
+ *          (a) Allocate (or reallocate) storage for (possibly) modified
+ *              bitmaps, centroids, and fg areas.
+ *          (b) Generate the (possibly) modified bitmaps.
+ *          (c) Compute centroid and fg area data for both unscaled and
+ *              modified bitmaps.
+ *          (d) Truncate the pixaa, ptaa and numaa arrays down from
+ *              256 to the actual size.
+ *      (6) Putting these operations here makes it simple to recompute
+ *          the recog with different modifications on the bitmaps.
+ *      (7) Call recogShowContent() to display the templates, both
+ *          unscaled and modified.
+ * 

+ */
+l_ok
+recogTrainingFinished(L_RECOG  **precog,
+                      l_int32    modifyflag,
+                      l_int32    minsize,
+                      l_float32  minfract)
+{
+l_int32    ok, i, j, size, nc, ns, area;
+l_float32  xave, yave;
+PIX       *pix, *pixd;
+PIXA      *pixa;
+PIXAA     *paa;
+PTA       *pta;
+PTAA      *ptaa;
+L_RECOG   *recog;
+
+    PROCNAME("recogTrainingFinished");
+
+    if (!precog)
+        return ERROR_INT("&recog not defined", procName, 1);
+    if ((recog = *precog) == NULL)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (recog->train_done) return 0;
+
+        /* Test the input templates */
+    recogTemplatesAreOK(recog, minsize, minfract, &ok);
+    if (!ok) {
+        recogDestroy(precog);
+        return ERROR_INT("bad templates", procName, 1);
+    }
+
+        /* Generate the storage for the possibly-scaled training bitmaps */
+    size = recog->maxarraysize;
+    paa = pixaaCreate(size);
+    pixa = pixaCreate(1);
+    pixaaInitFull(paa, pixa);
+    pixaDestroy(&pixa);
+    pixaaDestroy(&recog->pixaa);
+    recog->pixaa = paa;
+
+        /* Generate the storage for the unscaled centroid training data */
+    ptaa = ptaaCreate(size);
+    pta = ptaCreate(0);
+    ptaaInitFull(ptaa, pta);
+    ptaaDestroy(&recog->ptaa_u);
+    recog->ptaa_u = ptaa;
+
+        /* Generate the storage for the possibly-scaled centroid data */
+    ptaa = ptaaCreate(size);
+    ptaaInitFull(ptaa, pta);
+    ptaDestroy(&pta);
+    ptaaDestroy(&recog->ptaa);
+    recog->ptaa = ptaa;
+
+        /* Generate the storage for the fg area data */
+    numaaDestroy(&recog->naasum_u);
+    numaaDestroy(&recog->naasum);
+    recog->naasum_u = numaaCreateFull(size, 0);
+    recog->naasum = numaaCreateFull(size, 0);
+
+    paa = recog->pixaa_u;
+    nc = recog->setsize;
+    for (i = 0; i < nc; i++) {
+        pixa = pixaaGetPixa(paa, i, L_CLONE);
+        ns = pixaGetCount(pixa);
+        for (j = 0; j < ns; j++) {
+                /* Save centroid and area data for the unscaled pix */
+            pix = pixaGetPix(pixa, j, L_CLONE);
+            pixCentroid(pix, recog->centtab, recog->sumtab, &xave, &yave);
+            ptaaAddPt(recog->ptaa_u, i, xave, yave);
+            pixCountPixels(pix, &area, recog->sumtab);
+            numaaAddNumber(recog->naasum_u, i, area);  /* foreground */
+
+                /* Insert the (optionally) scaled character image, and
+                 * save centroid and area data for it */
+            if (modifyflag == 1)
+                pixd = recogModifyTemplate(recog, pix);
+            else
+                pixd = pixClone(pix);
+            if (pixd) {
+                pixaaAddPix(recog->pixaa, i, pixd, NULL, L_INSERT);
+                pixCentroid(pixd, recog->centtab, recog->sumtab, &xave, &yave);
+                ptaaAddPt(recog->ptaa, i, xave, yave);
+                pixCountPixels(pixd, &area, recog->sumtab);
+                numaaAddNumber(recog->naasum, i, area);
+            } else {
+                L_ERROR("failed: modified template for class %d, sample %d\n",
+                        procName, i, j);
+            }
+            pixDestroy(&pix);
+        }
+        pixaDestroy(&pixa);
+    }
+
+        /* Truncate the arrays to those with non-empty containers */
+    pixaaTruncate(recog->pixaa_u);
+    pixaaTruncate(recog->pixaa);
+    ptaaTruncate(recog->ptaa_u);
+    ptaaTruncate(recog->ptaa);
+    numaaTruncate(recog->naasum_u);
+    numaaTruncate(recog->naasum);
+
+    recog->train_done = TRUE;
+    return 0;
+}
+
+
+/*!
+ * \brief   recogTemplatesAreOK()
+ *
+ * \param[in]    recog
+ * \param[in]    minsize     set to -1 for default
+ * \param[in]    minfract    set to -1.0 for default
+ * \param[out]   pok         set to 1 if template set is valid; 0 otherwise
+ * \return  1 on error; 0 otherwise.  An invalid template set is not an error.
+ *
+ * 
+ * Notes:
+ *      (1) This is called by recogTrainingFinished().  A return value of 0
+ *          will cause recogTrainingFinished() to destroy the recog.
+ *      (2) %minsize is the minimum number of samples required for
+ *          the class; -1 uses the default
+ *      (3) %minfract is the minimum fraction of classes required for
+ *          the recog to be usable; -1.0 uses the default
+ * 

+ */
+static l_int32
+recogTemplatesAreOK(L_RECOG   *recog,
+                    l_int32    minsize,
+                    l_float32  minfract,
+                    l_int32   *pok)
+{
+l_int32    i, n, validsets, nt;
+l_float32  ratio;
+NUMA      *na;
+
+    PROCNAME("recogTemplatesAreOK");
+
+    if (!pok)
+        return ERROR_INT("&ok not defined", procName, 1);
+    *pok = 0;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    minsize = (minsize < 0) ? DefaultMinSetSize : minsize;
+    minfract = (minfract < 0) ? DefaultMinSetFract : minfract;
+    n = pixaaGetCount(recog->pixaa_u, &na);
+    validsets = 0;
+    for (i = 0, validsets = 0; i < n; i++) {
+        numaGetIValue(na, i, &nt);
+        if (nt >= minsize)
+            validsets++;
+    }
+    numaDestroy(&na);
+    ratio = (l_float32)validsets / (l_float32)recog->charset_size;
+    *pok = (ratio >= minfract) ? 1 : 0;
+    return 0;
+}
+
+
+/*!
+ * \brief   recogFilterPixaBySize()
+ *
+ * \param[in]   pixas         labeled templates
+ * \param[in]   setsize       size of character set (number of classes)
+ * \param[in]   maxkeep       max number of templates to keep in a class
+ * \param[in]   max_ht_ratio  max allowed height ratio (see below)
+ * \param[out]  pna           [optional] debug output, giving the number
+ *                            in each class after filtering; use NULL to skip
+ * \return  pixa   filtered templates, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The basic assumption is that the most common and larger
+ *          templates in each class are more likely to represent the
+ *          characters we are interested in.  For example, larger digits
+ *          are more likely to represent page numbers, and smaller digits
+ *          could be data in tables.  Therefore, we bias the first
+ *          stage of filtering toward the larger characters by removing
+ *          very small ones, and select based on proximity of the
+ *          remaining characters to median height.
+ *      (2) For each of the %setsize classes, order the templates
+ *          increasingly by height.  Take the rank 0.9 height.  Eliminate
+ *          all templates that are shorter by more than %max_ht_ratio.
+ *          Of the remaining ones, select up to %maxkeep that are closest
+ *          in rank order height to the median template.
+ * 

+ */
+PIXA *
+recogFilterPixaBySize(PIXA      *pixas,
+                      l_int32    setsize,
+                      l_int32    maxkeep,
+                      l_float32  max_ht_ratio,
+                      NUMA     **pna)
+{
+l_int32    i, j, h90, hj, j1, j2, j90, n, nc;
+l_float32  ratio;
+NUMA      *na;
+PIXA      *pixa1, *pixa2, *pixa3, *pixa4, *pixa5;
+PIXAA     *paa;
+
+    PROCNAME("recogFilterPixaBySize");
+
+    if (pna) *pna = NULL;
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+    if ((paa = recogSortPixaByClass(pixas, setsize)) == NULL)
+        return (PIXA *)ERROR_PTR("paa not made", procName, NULL);
+    nc = pixaaGetCount(paa, NULL);
+    na = (pna) ? numaCreate(0) : NULL;
+    if (pna) *pna = na;
+    pixa5 = pixaCreate(0);
+    for (i = 0; i < nc; i++) {
+        pixa1 = pixaaGetPixa(paa, i, L_CLONE);
+        if ((n = pixaGetCount(pixa1)) == 0) {
+            pixaDestroy(&pixa1);
+            continue;
+        }
+        pixa2 = pixaSort(pixa1, L_SORT_BY_HEIGHT, L_SORT_INCREASING, NULL,
+                         L_COPY);
+        j90 = (l_int32)(0.9 * n);
+        pixaGetPixDimensions(pixa2, j90, NULL, &h90, NULL);
+        pixa3 = pixaCreate(n);
+        for (j = 0; j < n; j++) {
+            pixaGetPixDimensions(pixa2, j, NULL, &hj, NULL);
+            ratio = (l_float32)h90 / (l_float32)hj;
+            if (ratio <= max_ht_ratio)
+                pixaAddPix(pixa3, pixaGetPix(pixa2, j, L_COPY), L_INSERT);
+        }
+        n = pixaGetCount(pixa3);
+        if (n <= maxkeep) {
+            pixa4 = pixaCopy(pixa3, L_CLONE);
+        } else {
+            j1 = (n - maxkeep) / 2;
+            j2 = j1 + maxkeep - 1;
+            pixa4 = pixaSelectRange(pixa3, j1, j2, L_CLONE);
+        }
+        if (na) numaAddNumber(na, pixaGetCount(pixa4));
+        pixaJoin(pixa5, pixa4, 0, -1);
+        pixaDestroy(&pixa1);
+        pixaDestroy(&pixa2);
+        pixaDestroy(&pixa3);
+        pixaDestroy(&pixa4);
+    }
+
+    pixaaDestroy(&paa);
+    return pixa5;
+}
+
+
+/*!
+ * \brief   recogSortPixaByClass()
+ *
+ * \param[in]   pixa       labeled templates
+ * \param[in]   setsize    size of character set (number of classes)
+ * \return  paa   pixaa where each pixa has templates for one class,
+ *                or null on error
+ */
+PIXAA *
+recogSortPixaByClass(PIXA    *pixa,
+                     l_int32  setsize)
+{
+PIXAA    *paa;
+L_RECOG  *recog;
+
+    PROCNAME("recogSortPixaByClass");
+
+    if (!pixa)
+        return (PIXAA *)ERROR_PTR("pixa not defined", procName, NULL);
+
+    if ((recog = recogCreateFromPixaNoFinish(pixa, 0, 0, 0, 0, 0)) == NULL)
+        return (PIXAA *)ERROR_PTR("recog not made", procName, NULL);
+    paa = recog->pixaa_u;   /* grab the paa of unscaled templates */
+    recog->pixaa_u = NULL;
+    recogDestroy(&recog);
+    return paa;
+}
+
+
+/*!
+ * \brief   recogRemoveOutliers1()
+ *
+ * \param[in]   precog       addr of recog with unscaled labeled templates
+ * \param[in]   minscore     keep everything with at least this score
+ * \param[in]   mintarget    minimum desired number to retain if possible
+ * \param[in]   minsize      minimum number of samples required for a class
+ * \param[out]  ppixsave     [optional debug] saved templates, with scores
+ * \param[out]  ppixrem      [optional debug] removed templates, with scores
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This is a convenience wrapper when using default parameters
+ *          for the recog.  See pixaRemoveOutliers1() for details.
+ *      (2) If this succeeds, the new recog replaces the input recog;
+ *          if it fails, the input recog is destroyed.
+ * 

+ */
+l_ok
+recogRemoveOutliers1(L_RECOG  **precog,
+                     l_float32  minscore,
+                     l_int32    mintarget,
+                     l_int32    minsize,
+                     PIX      **ppixsave,
+                     PIX      **ppixrem)
+{
+PIXA     *pixa1, *pixa2;
+L_RECOG  *recog;
+
+    PROCNAME("recogRemoveOutliers1");
+
+    if (!precog)
+        return ERROR_INT("&recog not defined", procName, 1);
+    if (*precog == NULL)
+        return ERROR_INT("recog not defined", procName, 1);
+
+        /* Extract the unscaled templates */
+    pixa1 = recogExtractPixa(*precog);
+    recogDestroy(precog);
+
+    pixa2 = pixaRemoveOutliers1(pixa1, minscore, mintarget, minsize,
+                                ppixsave, ppixrem);
+    pixaDestroy(&pixa1);
+    if (!pixa2)
+        return ERROR_INT("failure to remove outliers", procName, 1);
+
+    recog = recogCreateFromPixa(pixa2, 0, 0, 0, 150, 1);
+    pixaDestroy(&pixa2);
+    if (!recog)
+        return ERROR_INT("failure to make recog from pixa sans outliers",
+                          procName, 1);
+
+    *precog = recog;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaRemoveOutliers1()
+ *
+ * \param[in]   pixas        unscaled labeled templates
+ * \param[in]   minscore     keep everything with at least this score;
+ *                           use -1.0 for default.
+ * \param[in]   mintarget    minimum desired number to retain if possible;
+ *                           use -1 for default.
+ * \param[in]   minsize      minimum number of samples required for a class;
+ *                           use -1 for default.
+ * \param[out]  ppixsave     [optional debug] saved templates, with scores
+ * \param[out]  ppixrem      [optional debug] removed templates, with scores
+ * \return  pixa   of unscaled templates to be kept, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Removing outliers is particularly important when recognition
+ *          goes against all the samples in the training set, as opposed
+ *          to the averages for each class.  The reason is that we get
+ *          an identification error if a mislabeled template is a best
+ *          match for an input sample.
+ *      (2) Because the score values depend strongly on the quality
+ *          of the character images, to avoid losing too many samples
+ *          we supplement a minimum score for retention with a score
+ *          necessary to acquire the minimum target number of templates.
+ *          To do this we are willing to use a lower threshold,
+ *          LowerScoreThreshold, on the score.  Consequently, with
+ *          poor quality templates, we may keep samples with a score
+ *          less than %minscore, but never less than LowerScoreThreshold.
+ *          And if the number of samples is less than %minsize, we do
+ *          not use any.
+ *      (3) This is meant to be used on a BAR, where the templates all
+ *          come from the same book; use minscore ~0.75.
+ *      (4) Method: make a scaled recog from the input %pixas.  Then,
+ *          for each class: generate the averages, match each
+ *          scaled template against the average, and save unscaled
+ *          templates that had a sufficiently good match.
+ * 

+ */
+PIXA *
+pixaRemoveOutliers1(PIXA      *pixas,
+                    l_float32  minscore,
+                    l_int32    mintarget,
+                    l_int32    minsize,
+                    PIX      **ppixsave,
+                    PIX      **ppixrem)
+{
+l_int32    i, j, debug, n, area1, area2;
+l_float32  x1, y1, x2, y2, minfract, score, rankscore, threshscore;
+NUMA      *nasum, *narem, *nasave, *nascore;
+PIX       *pix1, *pix2;
+PIXA      *pixa, *pixarem, *pixad;
+PTA       *pta;
+L_RECOG   *recog;
+
+    PROCNAME("pixaRemoveOutliers1");
+
+    if (ppixsave) *ppixsave = NULL;
+    if (ppixrem) *ppixrem = NULL;
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    minscore = L_MIN(minscore, 1.0);
+    if (minscore <= 0.0)
+        minscore = DefaultMinScore;
+    mintarget = L_MIN(mintarget, 3);
+    if (mintarget <= 0)
+        mintarget = DefaultMinTarget;
+    if (minsize < 0)
+        minsize = DefaultMinSetSize;
+
+        /* Make a special height-scaled recognizer with average templates */
+    debug = (ppixsave || ppixrem) ? 1 : 0;
+    recog = recogCreateFromPixa(pixas, 0, 40, 0, 128, 1);
+    if (!recog)
+        return (PIXA *)ERROR_PTR("bad pixas; recog not made", procName, NULL);
+    recogAverageSamples(&recog, debug);
+    if (!recog)
+        return (PIXA *)ERROR_PTR("bad templates", procName, NULL);
+
+    nasave = (ppixsave) ? numaCreate(0) : NULL;
+    pixarem = (ppixrem) ? pixaCreate(0) : NULL;
+    narem = (ppixrem) ? numaCreate(0) : NULL;
+
+    pixad = pixaCreate(0);
+    for (i = 0; i < recog->setsize; i++) {
+            /* Access the average template and values for scaled
+             * images in this class */
+        pix1 = pixaGetPix(recog->pixa, i, L_CLONE);
+        ptaGetPt(recog->pta, i, &x1, &y1);
+        numaGetIValue(recog->nasum, i, &area1);
+
+            /* Get the scores for each sample in the class */
+        pixa = pixaaGetPixa(recog->pixaa, i, L_CLONE);
+        pta = ptaaGetPta(recog->ptaa, i, L_CLONE);  /* centroids */
+        nasum = numaaGetNuma(recog->naasum, i, L_CLONE);  /* fg areas */
+        n = pixaGetCount(pixa);
+        nascore = numaCreate(n);
+        for (j = 0; j < n; j++) {
+            pix2 = pixaGetPix(pixa, j, L_CLONE);
+            ptaGetPt(pta, j, &x2, &y2);  /* centroid average */
+            numaGetIValue(nasum, j, &area2);  /* fg sum average */
+            pixCorrelationScoreSimple(pix1, pix2, area1, area2,
+                                      x1 - x2, y1 - y2, 5, 5,
+                                      recog->sumtab, &score);
+            numaAddNumber(nascore, score);
+            if (debug && score == 0.0)  /* typ. large size difference */
+                fprintf(stderr, "Got 0 score for i = %d, j = %d\n", i, j);
+            pixDestroy(&pix2);
+        }
+        pixDestroy(&pix1);
+
+            /* Find the rankscore, corresponding to the 1.0 - minfract.
+             * To attempt to maintain the minfract of templates, use as a
+             * cutoff the minimum of minscore and the rank score.  However,
+             * no template is saved with an actual score less than
+             * that at least one template is kept. */
+        minfract = (l_float32)mintarget / (l_float32)n;
+        numaGetRankValue(nascore, 1.0 - minfract, NULL, 0, &rankscore);
+        threshscore = L_MAX(LowerScoreThreshold,
+                            L_MIN(minscore, rankscore));
+        if (debug) {
+            L_INFO("minscore = %4.2f, rankscore = %4.2f, threshscore = %4.2f\n",
+                   procName, minscore, rankscore, threshscore);
+        }
+
+            /* Save templates that are at or above threshold.
+             * Toss any classes with less than %minsize templates. */
+        for (j = 0; j < n; j++) {
+            numaGetFValue(nascore, j, &score);
+            pix1 = pixaaGetPix(recog->pixaa_u, i, j, L_COPY);
+            if (score >= threshscore && n >= minsize) {
+                pixaAddPix(pixad, pix1, L_INSERT);
+                if (nasave) numaAddNumber(nasave, score);
+            } else if (debug) {
+                pixaAddPix(pixarem, pix1, L_INSERT);
+                numaAddNumber(narem, score);
+            } else {
+                pixDestroy(&pix1);
+            }
+        }
+
+        pixaDestroy(&pixa);
+        ptaDestroy(&pta);
+        numaDestroy(&nasum);
+        numaDestroy(&nascore);
+    }
+
+    if (ppixsave) {
+        *ppixsave = pixDisplayOutliers(pixad, nasave);
+        numaDestroy(&nasave);
+    }
+    if (ppixrem) {
+        *ppixrem = pixDisplayOutliers(pixarem, narem);
+        pixaDestroy(&pixarem);
+        numaDestroy(&narem);
+    }
+    recogDestroy(&recog);
+    return pixad;
+}
+
+
+/*!
+ * \brief   recogRemoveOutliers2()
+ *
+ * \param[in]   precog      addr of recog with unscaled labeled templates
+ * \param[in]   minscore    keep everything with at least this score
+ * \param[in]   minsize     minimum number of samples required for a class
+ * \param[out]  ppixsave    [optional debug] saved templates, with scores
+ * \param[out]  ppixrem     [optional debug] removed templates, with scores
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This is a convenience wrapper when using default parameters
+ *          for the recog.  See pixaRemoveOutliers2() for details.
+ *      (2) If this succeeds, the new recog replaces the input recog;
+ *          if it fails, the input recog is destroyed.
+ * 

+ */
+l_ok
+recogRemoveOutliers2(L_RECOG  **precog,
+                     l_float32  minscore,
+                     l_int32    minsize,
+                     PIX      **ppixsave,
+                     PIX      **ppixrem)
+{
+PIXA     *pixa1, *pixa2;
+L_RECOG  *recog;
+
+    PROCNAME("recogRemoveOutliers2");
+
+    if (!precog)
+        return ERROR_INT("&recog not defined", procName, 1);
+    if (*precog == NULL)
+        return ERROR_INT("recog not defined", procName, 1);
+
+        /* Extract the unscaled templates */
+    pixa1 = recogExtractPixa(*precog);
+    recogDestroy(precog);
+
+    pixa2 = pixaRemoveOutliers2(pixa1, minscore, minsize, ppixsave, ppixrem);
+    pixaDestroy(&pixa1);
+    if (!pixa2)
+        return ERROR_INT("failure to remove outliers", procName, 1);
+
+    recog = recogCreateFromPixa(pixa2, 0, 0, 0, 150, 1);
+    pixaDestroy(&pixa2);
+    if (!recog)
+        return ERROR_INT("failure to make recog from pixa sans outliers",
+                          procName, 1);
+
+    *precog = recog;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaRemoveOutliers2()
+ *
+ * \param[in]   pixas       unscaled labeled templates
+ * \param[in]   minscore    keep everything with at least this score;
+ *                          use -1.0 for default.
+ * \param[in]   minsize     minimum number of samples required for a class;
+ *                          use -1 for default.
+ * \param[out]  ppixsave    [optional debug] saved templates, with scores
+ * \param[out]  ppixrem     [optional debug] removed templates, with scores
+ * \return  pixa   of unscaled templates to be kept, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Removing outliers is particularly important when recognition
+ *          goes against all the samples in the training set, as opposed
+ *          to the averages for each class.  The reason is that we get
+ *          an identification error if a mislabeled template is a best
+ *          match for an input sample.
+ *      (2) This method compares each template against the average templates
+ *          of each class, and discards any template that has a higher
+ *          correlation to a class different from its own.  It also
+ *          sets a lower bound on correlation scores with its class average.
+ *      (3) This is meant to be used on a BAR, where the templates all
+ *          come from the same book; use minscore ~0.75.
+ * 

+ */
+PIXA *
+pixaRemoveOutliers2(PIXA      *pixas,
+                    l_float32  minscore,
+                    l_int32    minsize,
+                    PIX      **ppixsave,
+                    PIX      **ppixrem)
+{
+l_int32    i, j, k, n, area1, area2, maxk, debug;
+l_float32  x1, y1, x2, y2, score, maxscore;
+NUMA      *nan, *nascore, *nasave;
+PIX       *pix1, *pix2, *pix3;
+PIXA      *pixarem, *pixad;
+L_RECOG   *recog;
+
+    PROCNAME("pixaRemoveOutliers2");
+
+    if (ppixsave) *ppixsave = NULL;
+    if (ppixrem) *ppixrem = NULL;
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    minscore = L_MIN(minscore, 1.0);
+    if (minscore <= 0.0)
+        minscore = DefaultMinScore;
+    if (minsize < 0)
+        minsize = DefaultMinSetSize;
+
+        /* Make a special height-scaled recognizer with average templates */
+    debug = (ppixsave || ppixrem) ? 1 : 0;
+    recog = recogCreateFromPixa(pixas, 0, 40, 0, 128, 1);
+    if (!recog)
+        return (PIXA *)ERROR_PTR("bad pixas; recog not made", procName, NULL);
+    recogAverageSamples(&recog, debug);
+    if (!recog)
+        return (PIXA *)ERROR_PTR("bad templates", procName, NULL);
+
+    nasave = (ppixsave) ? numaCreate(0) : NULL;
+    pixarem = (ppixrem) ? pixaCreate(0) : NULL;
+
+    pixad = pixaCreate(0);
+    pixaaGetCount(recog->pixaa, &nan);  /* number of templates in each class */
+    for (i = 0; i < recog->setsize; i++) {
+            /* Get the scores for each sample in the class, when comparing
+             * with averages from all the classes. */
+        numaGetIValue(nan, i, &n);
+        for (j = 0; j < n; j++) {
+            pix1 = pixaaGetPix(recog->pixaa, i, j, L_CLONE);
+            ptaaGetPt(recog->ptaa, i, j, &x1, &y1);  /* centroid */
+            numaaGetValue(recog->naasum, i, j, NULL, &area1);  /* fg sum */
+            nascore = numaCreate(n);
+            for (k = 0; k < recog->setsize; k++) {  /* average templates */
+                pix2 = pixaGetPix(recog->pixa, k, L_CLONE);
+                ptaGetPt(recog->pta, k, &x2, &y2);  /* average centroid */
+                numaGetIValue(recog->nasum, k, &area2);  /* average fg sum */
+                pixCorrelationScoreSimple(pix1, pix2, area1, area2,
+                                          x1 - x2, y1 - y2, 5, 5,
+                                          recog->sumtab, &score);
+                numaAddNumber(nascore, score);
+                pixDestroy(&pix2);
+            }
+
+                /* Save templates that are in the correct class and
+                 * at or above threshold.  Toss any classes with less
+                 * than %minsize templates. */
+            numaGetMax(nascore, &maxscore, &maxk);
+            if (maxk == i && maxscore >= minscore && n >= minsize) {
+                    /* save it */
+                pix3 = pixaaGetPix(recog->pixaa_u, i, j, L_COPY);
+                pixaAddPix(pixad, pix3, L_INSERT);
+                if (nasave) numaAddNumber(nasave, maxscore);
+            } else if (ppixrem) {  /* outlier */
+                pix3 = recogDisplayOutlier(recog, i, j, maxk, maxscore);
+                pixaAddPix(pixarem, pix3, L_INSERT);
+            }
+            numaDestroy(&nascore);
+            pixDestroy(&pix1);
+        }
+    }
+
+    if (ppixsave) {
+        *ppixsave = pixDisplayOutliers(pixad, nasave);
+        numaDestroy(&nasave);
+    }
+    if (ppixrem) {
+        *ppixrem = pixaDisplayTiledInRows(pixarem, 32, 1500, 1.0, 0, 20, 2);
+        pixaDestroy(&pixarem);
+    }
+
+    numaDestroy(&nan);
+    recogDestroy(&recog);
+    return pixad;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                       Training on unlabeled data                       *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogTrainFromBoot()
+ *
+ * \param[in]    recogboot   labeled boot recognizer
+ * \param[in]    pixas       set of unlabeled input characters
+ * \param[in]    minscore    min score for accepting the example; e.g., 0.75
+ * \param[in]    threshold   for binarization, if needed
+ * \param[in]    debug       1 for debug output saved to recogboot; 0 otherwise
+ * \return  pixad   labeled version of input pixas, trained on a BSR,
+ *                  or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This takes %pixas of unscaled single characters and %recboot,
+ *          a bootstrep recognizer (BSR) that has been set up with parameters
+ *            * scaleh: scale all templates to this height
+ *            * linew: width of normalized strokes, or 0 if using
+ *              the input image
+ *          It modifies the pix in %pixas accordingly and correlates
+ *          with the templates in the BSR.  It returns those input
+ *          images in %pixas whose best correlation with the BSR is at
+ *          or above %minscore.  The returned pix have added text labels
+ *          for the text string of the class to which the best
+ *          correlated template belongs.
+ *      (2) Identification occurs in scaled mode (typically with h = 40),
+ *          optionally using a width-normalized line images derived
+ *          from those in %pixas.
+ * 

+ */
+PIXA  *
+recogTrainFromBoot(L_RECOG   *recogboot,
+                   PIXA      *pixas,
+                   l_float32  minscore,
+                   l_int32    threshold,
+                   l_int32    debug)
+{
+char      *text;
+l_int32    i, n, same, maxd, scaleh, linew;
+l_float32  score;
+PIX       *pix1, *pix2, *pixdb;
+PIXA      *pixa1, *pixa2, *pixa3, *pixad;
+
+    PROCNAME("recogTrainFromBoot");
+
+    if (!recogboot)
+        return (PIXA *)ERROR_PTR("recogboot not defined", procName, NULL);
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+
+        /* Make sure all input pix are 1 bpp */
+    if ((n = pixaGetCount(pixas)) == 0)
+        return (PIXA *)ERROR_PTR("no pix in pixa", procName, NULL);
+    pixaVerifyDepth(pixas, &same, &maxd);
+    if (maxd == 1) {
+        pixa1 = pixaCopy(pixas, L_COPY);
+    } else {
+        pixa1 = pixaCreate(n);
+        for (i = 0; i < n; i++) {
+            pix1 = pixaGetPix(pixas, i, L_CLONE);
+            pix2 = pixConvertTo1(pix1, threshold);
+            pixaAddPix(pixa1, pix2, L_INSERT);
+            pixDestroy(&pix1);
+        }
+    }
+
+        /* Scale the input images to match the BSR */
+    scaleh = recogboot->scaleh;
+    linew = recogboot->linew;
+    pixa2 = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixa1, i, L_CLONE);
+        pix2 = pixScaleToSize(pix1, 0, scaleh);
+        pixaAddPix(pixa2, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+    pixaDestroy(&pixa1);
+
+        /* Optionally convert to width-normalized line */
+    if (linew > 0)
+        pixa3 = pixaSetStrokeWidth(pixa2, linew, 4, 8);
+    else
+        pixa3 = pixaCopy(pixa2, L_CLONE);
+    pixaDestroy(&pixa2);
+
+        /* Identify using recogboot */
+    n = pixaGetCount(pixa3);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixa3, i, L_COPY);
+        pixSetText(pix1, NULL);  /* remove any existing text or labelling */
+        if (!debug) {
+            recogIdentifyPix(recogboot, pix1, NULL);
+        } else {
+            recogIdentifyPix(recogboot, pix1, &pixdb);
+            pixaAddPix(recogboot->pixadb_boot, pixdb, L_INSERT);
+        }
+        rchExtract(recogboot->rch, NULL, &score, &text, NULL, NULL, NULL, NULL);
+        if (score >= minscore) {
+            pix2 = pixaGetPix(pixas, i, L_COPY);
+            pixSetText(pix2, text);
+            pixaAddPix(pixad, pix2, L_INSERT);
+            pixaAddPix(recogboot->pixadb_boot, pixdb, L_COPY);
+        }
+        LEPT_FREE(text);
+        pixDestroy(&pix1);
+    }
+    pixaDestroy(&pixa3);
+
+    return pixad;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                     Padding the digit training set                     *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogPadDigitTrainingSet()
+ *
+ * \param[in,out]   precog    trained; if padding is needed, it is replaced
+ *                            by a a new padded recog
+ * \param[in]       scaleh    must be > 0; suggest ~40.
+ * \param[in]       linew     use 0 for original scanned images
+ * \return       0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a no-op if padding is not needed.  However,
+ *          if it is, this replaces the input recog with a new recog,
+ *          padded appropriately with templates from a boot recognizer,
+ *          and set up with correlation templates derived from
+ *          %scaleh and %linew.
+ * 

+ */
+l_ok
+recogPadDigitTrainingSet(L_RECOG  **precog,
+                         l_int32    scaleh,
+                         l_int32    linew)
+{
+PIXA     *pixa;
+L_RECOG  *recog1, *recog2;
+SARRAY   *sa;
+
+    PROCNAME("recogPadDigitTrainingSet");
+
+    if (!precog)
+        return ERROR_INT("&recog not defined", procName, 1);
+    recog1 = *precog;
+
+    recogIsPaddingNeeded(recog1, &sa);
+    if (!sa) return 0;
+
+        /* Get a new pixa with the padding templates added */
+    pixa = recogAddDigitPadTemplates(recog1, sa);
+    sarrayDestroy(&sa);
+    if (!pixa)
+        return ERROR_INT("pixa not made", procName, 1);
+
+        /* Need to use templates that are scaled to a fixed height. */
+    if (scaleh <= 0) {
+        L_WARNING("templates must be scaled to fixed height; using %d\n",
+                  procName, 40);
+        scaleh = 40;
+    }
+
+        /* Create a hybrid recog, composed of templates from both
+         * the original and bootstrap sources. */
+    recog2 = recogCreateFromPixa(pixa, 0, scaleh, linew, recog1->threshold,
+                                 recog1->maxyshift);
+    pixaDestroy(&pixa);
+    recogDestroy(precog);
+    *precog = recog2;
+    return 0;
+}
+
+
+/*!
+ * \brief   recogIsPaddingNeeded()
+ *
+ * \param[in]    recog   trained
+ * \param[out]   psa     addr of returned string containing text value
+ * \return       1 on error; 0 if OK, whether or not additional padding
+ *               templates are required.
+ *
+ * 
+ * Notes:
+ *      (1) This returns a string array in &sa containing character values
+ *          for which extra templates are needed; this sarray is
+ *          used by recogGetPadTemplates().  It returns NULL
+ *          if no padding templates are needed.
+ * 

+ */
+l_int32
+recogIsPaddingNeeded(L_RECOG  *recog,
+                     SARRAY  **psa)
+{
+char      *str;
+l_int32    i, nt, min_nopad, nclass, allclasses;
+l_float32  minval;
+NUMA      *naclass;
+SARRAY    *sa;
+
+    PROCNAME("recogIsPaddingNeeded");
+
+    if (!psa)
+        return ERROR_INT("&sa not defined", procName, 1);
+    *psa = NULL;
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+        /* Do we have samples from all classes? */
+    nclass = pixaaGetCount(recog->pixaa_u, &naclass);  /* unscaled bitmaps */
+    allclasses = (nclass == recog->charset_size) ? 1 : 0;
+
+        /* Are there enough samples in each class already? */
+    min_nopad = recog->min_nopad;
+    numaGetMin(naclass, &minval, NULL);
+    if (allclasses && (minval >= min_nopad)) {
+        numaDestroy(&naclass);
+        return 0;
+    }
+
+        /* Are any classes not represented? */
+    sa = recogAddMissingClassStrings(recog);
+    *psa = sa;
+
+        /* Are any other classes under-represented? */
+    for (i = 0; i < nclass; i++) {
+        numaGetIValue(naclass, i, &nt);
+        if (nt < min_nopad) {
+            str = sarrayGetString(recog->sa_text, i, L_COPY);
+            sarrayAddString(sa, str, L_INSERT);
+        }
+    }
+    numaDestroy(&naclass);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogAddMissingClassStrings()
+ *
+ * \param[in]    recog   trained
+ * \return       sa  of class string missing in %recog, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns an empty %sa if there is at least one template
+ *          in each class in %recog.
+ * 

+ */
+static SARRAY  *
+recogAddMissingClassStrings(L_RECOG  *recog)
+{
+char    *text;
+char     str[4];
+l_int32  i, nclass, index, ival;
+NUMA    *na;
+SARRAY  *sa;
+
+    PROCNAME("recogAddMissingClassStrings");
+
+    if (!recog)
+        return (SARRAY *)ERROR_PTR("recog not defined", procName, NULL);
+
+        /* Only handling digits */
+    nclass = pixaaGetCount(recog->pixaa_u, NULL);  /* unscaled bitmaps */
+    if (recog->charset_type != 1 || nclass == 10)
+        return sarrayCreate(0);  /* empty */
+
+        /* Make an indicator array for missing classes */
+    na = numaCreate(0);
+    sa = sarrayCreate(0);
+    for (i = 0; i < recog->charset_size; i++)
+         numaAddNumber(na, 1);
+    for (i = 0; i < nclass; i++) {
+        text = sarrayGetString(recog->sa_text, i, L_NOCOPY);
+        index = text[0] - '0';
+        numaSetValue(na, index, 0);
+    }
+
+        /* Convert to string and add to output */
+    for (i = 0; i < nclass; i++) {
+        numaGetIValue(na, i, &ival);
+        if (ival == 1) {
+            str[0] = '0' + i;
+            str[1] = '\0';
+            sarrayAddString(sa, str, L_COPY);
+        }
+    }
+    numaDestroy(&na);
+    return sa;
+}
+
+
+/*!
+ * \brief   recogAddDigitPadTemplates()
+ *
+ * \param[in]    recog   trained
+ * \param[in]    sa      set of text strings that need to be padded
+ * \return  pixa   of all templates from %recog and the additional pad
+ *                 templates from a boot recognizer; or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Call recogIsPaddingNeeded() first, which returns %sa of
+ *          template text strings for classes where more templates
+ *          are needed.
+ * 

+ */
+PIXA  *
+recogAddDigitPadTemplates(L_RECOG  *recog,
+                          SARRAY   *sa)
+{
+char    *str, *text;
+l_int32  i, j, n, nt;
+PIX     *pix;
+PIXA    *pixa1, *pixa2;
+
+    PROCNAME("recogAddDigitPadTemplates");
+
+    if (!recog)
+        return (PIXA *)ERROR_PTR("recog not defined", procName, NULL);
+    if (!sa)
+        return (PIXA *)ERROR_PTR("sa not defined", procName, NULL);
+    if (recogCharsetAvailable(recog->charset_type) == FALSE)
+        return (PIXA *)ERROR_PTR("boot charset not available", procName, NULL);
+
+        /* Make boot recog templates */
+    pixa1 = recogMakeBootDigitTemplates(0, 0);
+    n = pixaGetCount(pixa1);
+
+        /* Extract the unscaled templates from %recog */
+    pixa2 = recogExtractPixa(recog);
+
+        /* Add selected boot recog templates based on the text strings in sa */
+    nt = sarrayGetCount(sa);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa1, i, L_CLONE);
+        text = pixGetText(pix);
+        for (j = 0; j < nt; j++) {
+            str = sarrayGetString(sa, j, L_NOCOPY);
+            if (!strcmp(text, str)) {
+                pixaAddPix(pixa2, pix, L_COPY);
+                break;
+            }
+        }
+        pixDestroy(&pix);
+    }
+
+    pixaDestroy(&pixa1);
+    return pixa2;
+}
+
+
+/*!
+ * \brief   recogCharsetAvailable()
+ *
+ * \param[in]    type     of charset for padding
+ * \return  1 if available; 0 if not.
+ */
+static l_int32
+recogCharsetAvailable(l_int32  type)
+{
+l_int32  ret;
+
+    PROCNAME("recogCharsetAvailable");
+
+    switch (type)
+    {
+    case L_ARABIC_NUMERALS:
+        ret = TRUE;
+        break;
+    case L_LC_ROMAN_NUMERALS:
+    case L_UC_ROMAN_NUMERALS:
+    case L_LC_ALPHA:
+    case L_UC_ALPHA:
+        L_INFO("charset type %d not available\n", procName, type);
+        ret = FALSE;
+        break;
+    default:
+        L_INFO("charset type %d is unknown\n", procName, type);
+        ret = FALSE;
+        break;
+    }
+
+    return ret;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                      Making a boot digit recognizer                    *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogMakeBootDigitRecog()
+ *
+ * \param[in]    nsamp       number of samples of each digit; or 0
+ * \param[in]    scaleh      scale all heights to this; typ. use 40
+ * \param[in]    linew       normalized line width; typ. use 5; 0 to skip
+ * \param[in]    maxyshift   from nominal centroid alignment; typically 0 or 1
+ * \param[in]    debug       1 for showing templates; 0 otherwise
+ * \return  recog, or NULL on error
+ *
+ * 
+ * Notes:
+ *     (1) This takes a set of pre-computed, labeled pixa of single
+ *         digits, and generates a recognizer from them.
+ *         The templates used in the recognizer can be modified by:
+ *         - scaling (isotropically to fixed height)
+ *         - generating a skeleton and thickening so that all strokes
+ *           have the same width.
+ *     (2) The resulting templates are scaled versions of either the
+ *         input bitmaps or images with fixed line widths.  To use the
+ *         input bitmaps, set %linew = 0; otherwise, set %linew to the
+ *         desired line width.
+ *     (3) If %nsamp == 0, this uses and extends the output from
+ *         three boot generators:
+ *            l_bootnum_gen1, l_bootnum_gen2, l_bootnum_gen3.
+ *         Otherwise, it uses exactly %nsamp templates of each digit,
+ *         extracted by l_bootnum_gen4.
+ * 

+ */
+L_RECOG  *
+recogMakeBootDigitRecog(l_int32  nsamp,
+                        l_int32  scaleh,
+                        l_int32  linew,
+                        l_int32  maxyshift,
+                        l_int32  debug)
+
+{
+PIXA     *pixa;
+L_RECOG  *recog;
+
+        /* Get the templates, extended by horizontal scaling */
+    pixa = recogMakeBootDigitTemplates(nsamp, debug);
+
+        /* Make the boot recog; recogModifyTemplate() will scale the
+         * templates and optionally turn them into strokes of fixed width. */
+    recog = recogCreateFromPixa(pixa, 0, scaleh, linew, 128, maxyshift);
+    pixaDestroy(&pixa);
+    if (debug)
+        recogShowContent(stderr, recog, 0, 1);
+
+    return recog;
+}
+
+
+/*!
+ * \brief   recogMakeBootDigitTemplates()
+ *
+ * \param[in]    nsamp     number of samples of each digit; or 0
+ * \param[in]    debug     1 for display of templates
+ * \return  pixa   of templates; or NULL on error
+ *
+ * 
+ * Notes:
+ *     (1) See recogMakeBootDigitRecog().
+ * 

+ */
+PIXA  *
+recogMakeBootDigitTemplates(l_int32  nsamp,
+                            l_int32  debug)
+{
+NUMA  *na1;
+PIX   *pix1, *pix2, *pix3;
+PIXA  *pixa1, *pixa2, *pixa3;
+
+    if (nsamp > 0) {
+        pixa1 = l_bootnum_gen4(nsamp);
+        if (debug) {
+            pix1 = pixaDisplayTiledWithText(pixa1, 1500, 1.0, 10,
+                                            2, 6, 0xff000000);
+            pixDisplay(pix1, 0, 0);
+            pixDestroy(&pix1);
+        }
+        return pixa1;
+    }
+
+        /* Else, generate from 3 pixa */
+    pixa1 = l_bootnum_gen1();
+    pixa2 = l_bootnum_gen2();
+    pixa3 = l_bootnum_gen3();
+    if (debug) {
+        pix1 = pixaDisplayTiledWithText(pixa1, 1500, 1.0, 10, 2, 6, 0xff000000);
+        pix2 = pixaDisplayTiledWithText(pixa2, 1500, 1.0, 10, 2, 6, 0xff000000);
+        pix3 = pixaDisplayTiledWithText(pixa3, 1500, 1.0, 10, 2, 6, 0xff000000);
+        pixDisplay(pix1, 0, 0);
+        pixDisplay(pix2, 600, 0);
+        pixDisplay(pix3, 1200, 0);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+    }
+    pixaJoin(pixa1, pixa2, 0, -1);
+    pixaJoin(pixa1, pixa3, 0, -1);
+    pixaDestroy(&pixa2);
+    pixaDestroy(&pixa3);
+
+        /* Extend by horizontal scaling */
+    na1 = numaCreate(4);
+    numaAddNumber(na1, 0.9);
+    numaAddNumber(na1, 1.1);
+    numaAddNumber(na1, 1.2);
+    pixa2 = pixaExtendByScaling(pixa1, na1, L_HORIZ, 1);
+
+    pixaDestroy(&pixa1);
+    numaDestroy(&na1);
+    return pixa2;
+}
+
+
+/*------------------------------------------------------------------------*
+ *                               Debugging                                *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   recogShowContent()
+ *
+ * \param[in]    fp       file stream
+ * \param[in]    recog
+ * \param[in]    index    for naming of output files of template images
+ * \param[in]    display  1 for showing template images; 0 otherwise
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+recogShowContent(FILE     *fp,
+                 L_RECOG  *recog,
+                 l_int32   index,
+                 l_int32   display)
+{
+char     buf[128];
+l_int32  i, val, count;
+PIX     *pix;
+NUMA    *na;
+
+    PROCNAME("recogShowContent");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    fprintf(fp, "Debug print of recog contents\n");
+    fprintf(fp, "  Setsize: %d\n", recog->setsize);
+    fprintf(fp, "  Binarization threshold: %d\n", recog->threshold);
+    fprintf(fp, "  Maximum matching y-jiggle: %d\n", recog->maxyshift);
+    if (recog->linew <= 0)
+        fprintf(fp, "  Using image templates for matching\n");
+    else
+        fprintf(fp, "  Using templates with fixed line width for matching\n");
+    if (recog->scalew == 0)
+        fprintf(fp, "  No width scaling of templates\n");
+    else
+        fprintf(fp, "  Template width scaled to %d\n", recog->scalew);
+    if (recog->scaleh == 0)
+        fprintf(fp, "  No height scaling of templates\n");
+    else
+        fprintf(fp, "  Template height scaled to %d\n", recog->scaleh);
+    fprintf(fp, "  Number of samples in each class:\n");
+    pixaaGetCount(recog->pixaa_u, &na);
+    for (i = 0; i < recog->setsize; i++) {
+        l_dnaGetIValue(recog->dna_tochar, i, &val);
+        numaGetIValue(na, i, &count);
+        if (val < 128)
+            fprintf(fp, "    class %d, char %c:   %d\n", i, val, count);
+        else
+            fprintf(fp, "    class %d, val %d:   %d\n", i, val, count);
+    }
+    numaDestroy(&na);
+
+    if (display) {
+        lept_mkdir("lept/recog");
+        pix = pixaaDisplayByPixa(recog->pixaa_u, 20, 20, 1000);
+        snprintf(buf, sizeof(buf), "/tmp/lept/recog/templates_u.%d.png", index);
+        pixWriteDebug(buf, pix, IFF_PNG);
+        pixDisplay(pix, 0, 200 * index);
+        pixDestroy(&pix);
+        if (recog->train_done) {
+            pix = pixaaDisplayByPixa(recog->pixaa, 20, 20, 1000);
+            snprintf(buf, sizeof(buf),
+                     "/tmp/lept/recog/templates.%d.png", index);
+            pixWriteDebug(buf, pix, IFF_PNG);
+            pixDisplay(pix, 800, 200 * index);
+            pixDestroy(&pix);
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   recogDebugAverages()
+ *
+ * \param[in]    precog    addr of recog
+ * \param[in]    debug     0 no output; 1 for images; 2 for text; 3 for both
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Generates an image that pairs each of the input images used
+ *          in training with the average template that it is best
+ *          correlated to.  This is written into the recog.
+ *      (2) It also generates pixa_tr of all the input training images,
+ *          which can be used, e.g., in recogShowMatchesInRange().
+ *      (3) Destroys the recog if the averaging function finds any bad classes.
+ * 

+ */
+l_ok
+recogDebugAverages(L_RECOG  **precog,
+                   l_int32    debug)
+{
+l_int32    i, j, n, np, index;
+l_float32  score;
+PIX       *pix1, *pix2, *pix3;
+PIXA      *pixa, *pixat;
+PIXAA     *paa1, *paa2;
+L_RECOG   *recog;
+
+    PROCNAME("recogDebugAverages");
+
+    if (!precog)
+        return ERROR_INT("&recog not defined", procName, 1);
+    if ((recog = *precog) == NULL)
+        return ERROR_INT("recog not defined", procName, 1);
+
+        /* Mark the training as finished if necessary, and make sure
+         * that the average templates have been built. */
+    recogAverageSamples(&recog, 0);
+    if (!recog)
+        return ERROR_INT("averaging failed; recog destroyed", procName, 1);
+
+        /* Save a pixa of all the training examples */
+    paa1 = recog->pixaa;
+    if (!recog->pixa_tr)
+        recog->pixa_tr = pixaaFlattenToPixa(paa1, NULL, L_CLONE);
+
+        /* Destroy any existing image and make a new one */
+    if (recog->pixdb_ave)
+        pixDestroy(&recog->pixdb_ave);
+    n = pixaaGetCount(paa1, NULL);
+    paa2 = pixaaCreate(n);
+    for (i = 0; i < n; i++) {
+        pixa = pixaCreate(0);
+        pixat = pixaaGetPixa(paa1, i, L_CLONE);
+        np = pixaGetCount(pixat);
+        for (j = 0; j < np; j++) {
+            pix1 = pixaaGetPix(paa1, i, j, L_CLONE);
+            recogIdentifyPix(recog, pix1, &pix2);
+            rchExtract(recog->rch, &index, &score, NULL, NULL, NULL,
+                       NULL, NULL);
+            if (debug >= 2)
+                fprintf(stderr, "index = %d, score = %7.3f\n", index, score);
+            pix3 = pixAddBorder(pix2, 2, 1);
+            pixaAddPix(pixa, pix3, L_INSERT);
+            pixDestroy(&pix1);
+            pixDestroy(&pix2);
+        }
+        pixaaAddPixa(paa2, pixa, L_INSERT);
+        pixaDestroy(&pixat);
+    }
+    recog->pixdb_ave = pixaaDisplayByPixa(paa2, 20, 20, 2500);
+    if (debug % 2) {
+        lept_mkdir("lept/recog");
+        pixWriteDebug("/tmp/lept/recog/templ_match.png", recog->pixdb_ave,
+                      IFF_PNG);
+        pixDisplay(recog->pixdb_ave, 100, 100);
+    }
+
+    pixaaDestroy(&paa2);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogShowAverageTemplates()
+ *
+ * \param[in]    recog
+ * \return  0 on success, 1 on failure
+ *
+ * 
+ * Notes:
+ *      (1) This debug routine generates a display of the averaged templates,
+ *          both scaled and unscaled, with the centroid visible in red.
+ * 

+ */
+l_int32
+recogShowAverageTemplates(L_RECOG  *recog)
+{
+l_int32    i, size;
+l_float32  x, y;
+PIX       *pix1, *pix2, *pixr;
+PIXA      *pixat, *pixadb;
+
+    PROCNAME("recogShowAverageTemplates");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+
+    fprintf(stderr, "min/max width_u = (%d,%d); min/max height_u = (%d,%d)\n",
+            recog->minwidth_u, recog->maxwidth_u,
+            recog->minheight_u, recog->maxheight_u);
+    fprintf(stderr, "min splitw = %d, max splith = %d\n",
+            recog->min_splitw, recog->max_splith);
+
+    pixaDestroy(&recog->pixadb_ave);
+
+    pixr = pixCreate(3, 3, 32);  /* 3x3 red square for centroid location */
+    pixSetAllArbitrary(pixr, 0xff000000);
+    pixadb = pixaCreate(2);
+
+        /* Unscaled bitmaps */
+    size = recog->setsize;
+    pixat = pixaCreate(size);
+    for (i = 0; i < size; i++) {
+        if ((pix1 = pixaGetPix(recog->pixa_u, i, L_CLONE)) == NULL)
+            continue;
+        pix2 = pixConvertTo32(pix1);
+        ptaGetPt(recog->pta_u, i, &x, &y);
+        pixRasterop(pix2, (l_int32)(x - 0.5), (l_int32)(y - 0.5), 3, 3,
+                    PIX_SRC, pixr, 0, 0);
+        pixaAddPix(pixat, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+    pix1 = pixaDisplayTiledInRows(pixat, 32, 3000, 1.0, 0, 20, 0);
+    pixaAddPix(pixadb, pix1, L_INSERT);
+    pixDisplay(pix1, 100, 100);
+    pixaDestroy(&pixat);
+
+        /* Scaled bitmaps */
+    pixat = pixaCreate(size);
+    for (i = 0; i < size; i++) {
+        if ((pix1 = pixaGetPix(recog->pixa, i, L_CLONE)) == NULL)
+            continue;
+        pix2 = pixConvertTo32(pix1);
+        ptaGetPt(recog->pta, i, &x, &y);
+        pixRasterop(pix2, (l_int32)(x - 0.5), (l_int32)(y - 0.5), 3, 3,
+                    PIX_SRC, pixr, 0, 0);
+        pixaAddPix(pixat, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+    pix1 = pixaDisplayTiledInRows(pixat, 32, 3000, 1.0, 0, 20, 0);
+    pixaAddPix(pixadb, pix1, L_INSERT);
+    pixDisplay(pix1, 100, 100);
+    pixaDestroy(&pixat);
+    pixDestroy(&pixr);
+    recog->pixadb_ave = pixadb;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixDisplayOutliers()
+ *
+ * \param[in]    pixas    unscaled labeled templates
+ * \param[in]    nas      scores of templates (against class averages)
+ * \return  pix    tiled pixa with text and scores, or NULL on failure
+ *
+ * 
+ * Notes:
+ *      (1) This debug routine is called from recogRemoveOutliers2(),
+ *          and takes the saved templates and their scores as input.
+ * 

+ */
+static PIX  *
+pixDisplayOutliers(PIXA  *pixas,
+                   NUMA  *nas)
+{
+char      *text;
+char       buf[16];
+l_int32    i, n;
+l_float32  fval;
+PIX       *pix1, *pix2;
+PIXA      *pixa1;
+
+    PROCNAME("pixDisplayOutliers");
+
+    if (!pixas)
+        return (PIX *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!nas)
+        return (PIX *)ERROR_PTR("nas not defined", procName, NULL);
+    n = pixaGetCount(pixas);
+    if (numaGetCount(nas) != n)
+        return (PIX *)ERROR_PTR("pixas and nas sizes differ", procName, NULL);
+
+    pixa1 = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixAddBlackOrWhiteBorder(pix1, 25, 25, 0, 0, L_GET_WHITE_VAL);
+        text = pixGetText(pix1);
+        numaGetFValue(nas, i, &fval);
+        snprintf(buf, sizeof(buf), "'%s': %5.2f", text, fval);
+        pixSetText(pix2, buf);
+        pixaAddPix(pixa1, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+    pix1 = pixaDisplayTiledWithText(pixa1, 1500, 1.0, 20, 2, 6, 0xff000000);
+    pixaDestroy(&pixa1);
+    return pix1;
+}
+
+
+/*!
+ * \brief   recogDisplayOutlier()
+ *
+ * \param[in]    recog
+ * \param[in]    iclass     sample is in this class
+ * \param[in]    jsamp      index of sample is class i
+ * \param[in]    maxclass   index of class with closest average to sample
+ * \param[in]    maxscore   score of sample with average of class %maxclass
+ * \return  pix  sample and template images, with score, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This shows three templates, side-by-side:
+ *          - The outlier sample
+ *          - The average template from the same class
+ *          - The average class template that best matched the outlier sample
+ * 

+ */
+static PIX  *
+recogDisplayOutlier(L_RECOG   *recog,
+                    l_int32    iclass,
+                    l_int32    jsamp,
+                    l_int32    maxclass,
+                    l_float32  maxscore)
+{
+char   buf[64];
+PIX   *pix1, *pix2, *pix3, *pix4, *pix5;
+PIXA  *pixa;
+
+    PROCNAME("recogDisplayOutlier");
+
+    if (!recog)
+        return (PIX *)ERROR_PTR("recog not defined", procName, NULL);
+
+    pix1 = pixaaGetPix(recog->pixaa, iclass, jsamp, L_CLONE);
+    pix2 = pixaGetPix(recog->pixa, iclass, L_CLONE);
+    pix3 = pixaGetPix(recog->pixa, maxclass, L_CLONE);
+    pixa = pixaCreate(3);
+    pixaAddPix(pixa, pix1, L_INSERT);
+    pixaAddPix(pixa, pix2, L_INSERT);
+    pixaAddPix(pixa, pix3, L_INSERT);
+    pix4 = pixaDisplayTiledInRows(pixa, 32, 400, 2.0, 0, 12, 2);
+    snprintf(buf, sizeof(buf), "C=%d, BAC=%d, S=%4.2f", iclass, maxclass,
+             maxscore);
+    pix5 = pixAddSingleTextblock(pix4, recog->bmf, buf, 0xff000000,
+                                 L_ADD_BELOW, NULL);
+    pixDestroy(&pix4);
+    pixaDestroy(&pixa);
+    return pix5;
+}
+
+
+/*!
+ * \brief   recogShowMatchesInRange()
+ *
+ * \param[in]    recog
+ * \param[in]    pixa        of 1 bpp images to match
+ * \param[in]    minscore    min score to include output
+ * \param[in]    maxscore    max score to include output
+ * \param[in]    display     1 to display the result
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives a visual output of the best matches for a given
+ *          range of scores.  Each pair of images can optionally be
+ *          labeled with the index of the best match and the correlation.
+ *      (2) To use this, save a set of 1 bpp images (labeled or
+ *          unlabeled) that can be given to a recognizer in a pixa.
+ *          Then call this function with the pixa and parameters
+ *          to filter a range of scores.
+ * 

+ */
+l_ok
+recogShowMatchesInRange(L_RECOG   *recog,
+                        PIXA      *pixa,
+                        l_float32  minscore,
+                        l_float32  maxscore,
+                        l_int32    display)
+{
+l_int32    i, n, index, depth;
+l_float32  score;
+NUMA      *nascore, *naindex;
+PIX       *pix1, *pix2;
+PIXA      *pixa1, *pixa2;
+
+    PROCNAME("recogShowMatchesInRange");
+
+    if (!recog)
+        return ERROR_INT("recog not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+        /* Run the recognizer on the set of images */
+    n = pixaGetCount(pixa);
+    nascore = numaCreate(n);
+    naindex = numaCreate(n);
+    pixa1 = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        recogIdentifyPix(recog, pix1, &pix2);
+        rchExtract(recog->rch, &index, &score, NULL, NULL, NULL, NULL, NULL);
+        numaAddNumber(nascore, score);
+        numaAddNumber(naindex, index);
+        pixaAddPix(pixa1, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+        /* Filter the set and optionally add text to each */
+    pixa2 = pixaCreate(n);
+    depth = 1;
+    for (i = 0; i < n; i++) {
+        numaGetFValue(nascore, i, &score);
+        if (score < minscore || score > maxscore) continue;
+        pix1 = pixaGetPix(pixa1, i, L_CLONE);
+        numaGetIValue(naindex, i, &index);
+        pix2 = recogShowMatch(recog, pix1, NULL, NULL, index, score);
+        if (i == 0) depth = pixGetDepth(pix2);
+        pixaAddPix(pixa2, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+        /* Package it up */
+    pixDestroy(&recog->pixdb_range);
+    if (pixaGetCount(pixa2) > 0) {
+        recog->pixdb_range =
+            pixaDisplayTiledInRows(pixa2, depth, 2500, 1.0, 0, 20, 1);
+        if (display)
+            pixDisplay(recog->pixdb_range, 300, 100);
+    } else {
+        L_INFO("no character matches in the range of scores\n", procName);
+    }
+
+    pixaDestroy(&pixa1);
+    pixaDestroy(&pixa2);
+    numaDestroy(&nascore);
+    numaDestroy(&naindex);
+    return 0;
+}
+
+
+/*!
+ * \brief   recogShowMatch()
+ *
+ * \param[in]    recog
+ * \param[in]    pix1    input pix; several possibilities
+ * \param[in]    pix2    [optional] matching template
+ * \param[in]    box     [optional] region in pix1 for which pix2 matches
+ * \param[in]    index   index of matching template; use -1 to disable printing
+ * \param[in]    score   score of match
+ * \return  pixd pair of images, showing input pix and best template,
+ *                    optionally with matching information, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) pix1 can be one of these:
+ *          (a) The input pix alone, which can be either a single character
+ *              (box == NULL) or several characters that need to be
+ *              segmented.  If more than character is present, the box
+ *              region is displayed with an outline.
+ *          (b) Both the input pix and the matching template.  In this case,
+ *              pix2 and box will both be null.
+ *      (2) If the bmf has been made (by a call to recogMakeBmf())
+ *          and the index >= 0, the text field, match score and index
+ *          will be rendered; otherwise their values will be ignored.
+ * 

+ */
+PIX *
+recogShowMatch(L_RECOG   *recog,
+               PIX       *pix1,
+               PIX       *pix2,
+               BOX       *box,
+               l_int32    index,
+               l_float32  score)
+{
+char    buf[32];
+char   *text;
+L_BMF  *bmf;
+PIX    *pix3, *pix4, *pix5, *pixd;
+PIXA   *pixa;
+
+    PROCNAME("recogShowMatch");
+
+    if (!recog)
+        return (PIX *)ERROR_PTR("recog not defined", procName, NULL);
+    if (!pix1)
+        return (PIX *)ERROR_PTR("pix1 not defined", procName, NULL);
+
+    bmf = (recog->bmf && index >= 0) ? recog->bmf : NULL;
+    if (!pix2 && !box && !bmf)  /* nothing to do */
+        return pixCopy(NULL, pix1);
+
+    pix3 = pixConvertTo32(pix1);
+    if (box)
+        pixRenderBoxArb(pix3, box, 1, 255, 0, 0);
+
+    if (pix2) {
+        pixa = pixaCreate(2);
+        pixaAddPix(pixa, pix3, L_CLONE);
+        pixaAddPix(pixa, pix2, L_CLONE);
+        pix4 = pixaDisplayTiledInRows(pixa, 1, 500, 1.0, 0, 15, 0);
+        pixaDestroy(&pixa);
+    } else {
+        pix4 = pixCopy(NULL, pix3);
+    }
+    pixDestroy(&pix3);
+
+    if (bmf) {
+        pix5 = pixAddBorderGeneral(pix4, 55, 55, 0, 0, 0xffffff00);
+        recogGetClassString(recog, index, &text);
+        snprintf(buf, sizeof(buf), "C=%s, S=%4.3f, I=%d", text, score, index);
+        pixd = pixAddSingleTextblock(pix5, bmf, buf, 0xff000000,
+                                     L_ADD_BELOW, NULL);
+        pixDestroy(&pix5);
+        LEPT_FREE(text);
+    } else {
+        pixd = pixClone(pix4);
+    }
+    pixDestroy(&pix4);
+
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/regutils.c b/3rdparty/hgOCR/leptonica/regutils.c
new file mode 100644
index 00000000..38e5dc48
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/regutils.c
@@ -0,0 +1,882 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file regutils.c
+ * 
+ *
+ *       Regression test utilities
+ *           l_int32    regTestSetup()
+ *           l_int32    regTestCleanup()
+ *           l_int32    regTestCompareValues()
+ *           l_int32    regTestCompareStrings()
+ *           l_int32    regTestComparePix()
+ *           l_int32    regTestCompareSimilarPix()
+ *           l_int32    regTestCheckFile()
+ *           l_int32    regTestCompareFiles()
+ *           l_int32    regTestWritePixAndCheck()
+ *           l_int32    regTestWriteDataAndCheck()
+ *           char      *regTestGenLocalFilename()
+ *
+ *       Static function
+ *           char      *getRootNameFromArgv0()
+ *
+ *  These functions are for testing and development.  They are not intended
+ *  for use with programs that run in a production environment, such as a
+ *  cloud service with unrestricted access.
+ *
+ *  See regutils.h for how to use this.  Here is a minimal setup:
+ *
+ *  main(int argc, char **argv) {
+ *  ...
+ *  L_REGPARAMS  *rp;
+ *
+ *      if (regTestSetup(argc, argv, &rp))
+ *          return 1;
+ *      ...
+ *      regTestWritePixAndCheck(rp, pix, IFF_PNG);  // 0
+ *      ...
+ *      return regTestCleanup(rp);
+ *  }
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+extern l_int32 NumImageFileFormatExtensions;
+extern const char *ImageFileFormatExtensions[];
+
+static char *getRootNameFromArgv0(const char *argv0);
+
+
+/*--------------------------------------------------------------------*
+ *                      Regression test utilities                     *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   regTestSetup()
+ *
+ * \param[in]    argc    from invocation; can be either 1 or 2
+ * \param[in]    argv    to regtest: %argv[1] is one of these:
+ *                       "generate", "compare", "display"
+ * \param[out]   prp     all regression params
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Call this function with the args to the reg test.  The first arg
+ *          is the name of the reg test.  There are three cases:
+ *          Case 1:
+ *              There is either only one arg, or the second arg is "compare".
+ *              This is the mode in which you run a regression test
+ *              (or a set of them), looking for failures and logging
+ *              the results to a file.  The output, which includes
+ *              logging of all reg test failures plus a SUCCESS or
+ *              FAILURE summary for each test, is appended to the file
+ *              "/tmp/lept/reg_results.txt.  For this case, as in Case 2,
+ *              the display field in rp is set to FALSE, preventing
+ *              image display.
+ *          Case 2:
+ *              The second arg is "generate".  This will cause
+ *              generation of new golden files for the reg test.
+ *              The results of the reg test are not recorded, and
+ *              the display field in rp is set to FALSE.
+ *          Case 3:
+ *              The second arg is "display".  The test will run and
+ *              files will be written.  Comparisons with golden files
+ *              will not be carried out, so the only notion of success
+ *              or failure is with tests that do not involve golden files.
+ *              The display field in rp is TRUE, and this is used by
+ *              pixDisplayWithTitle().
+ *      (2) See regutils.h for examples of usage.
+ * 

+ */
+l_ok
+regTestSetup(l_int32        argc,
+             char         **argv,
+             L_REGPARAMS  **prp)
+{
+char         *testname, *vers;
+char          errormsg[64];
+L_REGPARAMS  *rp;
+
+    PROCNAME("regTestSetup");
+
+    if (argc != 1 && argc != 2) {
+        snprintf(errormsg, sizeof(errormsg),
+            "Syntax: %s [ [compare] | generate | display ]", argv[0]);
+        return ERROR_INT(errormsg, procName, 1);
+    }
+
+    if ((testname = getRootNameFromArgv0(argv[0])) == NULL)
+        return ERROR_INT("invalid root", procName, 1);
+
+    setLeptDebugOK(1);  /* required for testing */
+
+    rp = (L_REGPARAMS *)LEPT_CALLOC(1, sizeof(L_REGPARAMS));
+    *prp = rp;
+    rp->testname = testname;
+    rp->index = -1;  /* increment before each test */
+
+        /* Initialize to true.  A failure in any test is registered
+         * as a failure of the regression test. */
+    rp->success = TRUE;
+
+        /* Make sure the lept/regout subdirectory exists */
+    lept_mkdir("lept/regout");
+
+        /* Only open a stream to a temp file for the 'compare' case */
+    if (argc == 1 || !strcmp(argv[1], "compare")) {
+        rp->mode = L_REG_COMPARE;
+        rp->tempfile = stringNew("/tmp/lept/regout/regtest_output.txt");
+        rp->fp = fopenWriteStream(rp->tempfile, "wb");
+        if (rp->fp == NULL) {
+            rp->success = FALSE;
+            return ERROR_INT("stream not opened for tempfile", procName, 1);
+        }
+    } else if (!strcmp(argv[1], "generate")) {
+        rp->mode = L_REG_GENERATE;
+        lept_mkdir("lept/golden");
+    } else if (!strcmp(argv[1], "display")) {
+        rp->mode = L_REG_DISPLAY;
+        rp->display = TRUE;
+    } else {
+        LEPT_FREE(rp);
+        snprintf(errormsg, sizeof(errormsg),
+            "Syntax: %s [ [generate] | compare | display ]", argv[0]);
+        return ERROR_INT(errormsg, procName, 1);
+    }
+
+        /* Print out test name and both the leptonica and
+         * image libarary versions */
+    fprintf(stderr, "\n////////////////////////////////////////////////\n"
+                    "////////////////   %s_reg   ///////////////\n"
+                    "////////////////////////////////////////////////\n",
+            rp->testname);
+    vers = getLeptonicaVersion();
+    fprintf(stderr, "%s : ", vers);
+    LEPT_FREE(vers);
+    vers = getImagelibVersions();
+    fprintf(stderr, "%s\n", vers);
+    LEPT_FREE(vers);
+
+    rp->tstart = startTimerNested();
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestCleanup()
+ *
+ * \param[in]    rp    regression test parameters
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This copies anything written to the temporary file to the
+ *          output file /tmp/lept/reg_results.txt.
+ * 

+ */
+l_ok
+regTestCleanup(L_REGPARAMS  *rp)
+{
+char     result[512];
+char    *results_file;  /* success/failure output in 'compare' mode */
+char    *text, *message;
+l_int32  retval;
+size_t   nbytes;
+
+    PROCNAME("regTestCleanup");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+
+    fprintf(stderr, "Time: %7.3f sec\n", stopTimerNested(rp->tstart));
+
+        /* If generating golden files or running in display mode, release rp */
+    if (!rp->fp) {
+        LEPT_FREE(rp->testname);
+        LEPT_FREE(rp->tempfile);
+        LEPT_FREE(rp);
+        return 0;
+    }
+
+        /* Compare mode: read back data from temp file */
+    fclose(rp->fp);
+    text = (char *)l_binaryRead(rp->tempfile, &nbytes);
+    LEPT_FREE(rp->tempfile);
+    if (!text) {
+        rp->success = FALSE;
+        LEPT_FREE(rp->testname);
+        LEPT_FREE(rp);
+        return ERROR_INT("text not returned", procName, 1);
+    }
+
+        /* Prepare result message */
+    if (rp->success)
+        snprintf(result, sizeof(result), "SUCCESS: %s_reg\n", rp->testname);
+    else
+        snprintf(result, sizeof(result), "FAILURE: %s_reg\n", rp->testname);
+    message = stringJoin(text, result);
+    LEPT_FREE(text);
+    results_file = stringNew("/tmp/lept/reg_results.txt");
+    fileAppendString(results_file, message);
+    retval = (rp->success) ? 0 : 1;
+    LEPT_FREE(results_file);
+    LEPT_FREE(message);
+
+    LEPT_FREE(rp->testname);
+    LEPT_FREE(rp);
+    return retval;
+}
+
+
+/*!
+ * \brief   regTestCompareValues()
+ *
+ * \param[in]    rp      regtest parameters
+ * \param[in]    val1    typ. the golden value
+ * \param[in]    val2    typ. the value computed
+ * \param[in]    delta   allowed max absolute difference
+ * \return  0 if OK, 1 on error a failure in comparison is not an error
+ */
+l_ok
+regTestCompareValues(L_REGPARAMS  *rp,
+                     l_float32     val1,
+                     l_float32     val2,
+                     l_float32     delta)
+{
+l_float32  diff;
+
+    PROCNAME("regTestCompareValues");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+
+    rp->index++;
+    diff = L_ABS(val2 - val1);
+
+        /* Record on failure */
+    if (diff > delta) {
+        if (rp->fp) {
+            fprintf(rp->fp,
+                    "Failure in %s_reg: value comparison for index %d\n"
+                    "difference = %f but allowed delta = %f\n",
+                    rp->testname, rp->index, diff, delta);
+        }
+        fprintf(stderr,
+                    "Failure in %s_reg: value comparison for index %d\n"
+                    "difference = %f but allowed delta = %f\n",
+                    rp->testname, rp->index, diff, delta);
+        rp->success = FALSE;
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestCompareStrings()
+ *
+ * \param[in]    rp        regtest parameters
+ * \param[in]    string1   typ. the expected string
+ * \param[in]    bytes1    size of string1
+ * \param[in]    string2   typ. the computed string
+ * \param[in]    bytes2    size of string2
+ * \return  0 if OK, 1 on error a failure in comparison is not an error
+ */
+l_ok
+regTestCompareStrings(L_REGPARAMS  *rp,
+                      l_uint8      *string1,
+                      size_t        bytes1,
+                      l_uint8      *string2,
+                      size_t        bytes2)
+{
+l_int32  same;
+char     buf[256];
+
+    PROCNAME("regTestCompareStrings");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+
+    rp->index++;
+    l_binaryCompare(string1, bytes1, string2, bytes2, &same);
+
+        /* Output on failure */
+    if (!same) {
+            /* Write the two strings to file */
+        snprintf(buf, sizeof(buf), "/tmp/lept/regout/string1_%d_%zu",
+                 rp->index, bytes1);
+        l_binaryWrite(buf, "w", string1, bytes1);
+        snprintf(buf, sizeof(buf), "/tmp/lept/regout/string2_%d_%zu",
+                 rp->index, bytes2);
+        l_binaryWrite(buf, "w", string2, bytes2);
+
+            /* Report comparison failure */
+        snprintf(buf, sizeof(buf), "/tmp/lept/regout/string*_%d_*", rp->index);
+        if (rp->fp) {
+            fprintf(rp->fp,
+                    "Failure in %s_reg: string comp for index %d; "
+                    "written to %s\n", rp->testname, rp->index, buf);
+        }
+        fprintf(stderr,
+                    "Failure in %s_reg: string comp for index %d; "
+                    "written to %s\n", rp->testname, rp->index, buf);
+        rp->success = FALSE;
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestComparePix()
+ *
+ * \param[in]    rp            regtest parameters
+ * \param[in]    pix1, pix2    to be tested for equality
+ * \return  0 if OK, 1 on error a failure in comparison is not an error
+ *
+ * 
+ * Notes:
+ *      (1) This function compares two pix for equality.  On failure,
+ *          this writes to stderr.
+ * 

+ */
+l_ok
+regTestComparePix(L_REGPARAMS  *rp,
+                  PIX          *pix1,
+                  PIX          *pix2)
+{
+l_int32  same;
+
+    PROCNAME("regTestComparePix");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+    if (!pix1 || !pix2) {
+        rp->success = FALSE;
+        return ERROR_INT("pix1 and pix2 not both defined", procName, 1);
+    }
+
+    rp->index++;
+    pixEqual(pix1, pix2, &same);
+
+        /* Record on failure */
+    if (!same) {
+        if (rp->fp) {
+            fprintf(rp->fp, "Failure in %s_reg: pix comparison for index %d\n",
+                    rp->testname, rp->index);
+        }
+        fprintf(stderr, "Failure in %s_reg: pix comparison for index %d\n",
+                rp->testname, rp->index);
+        rp->success = FALSE;
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestCompareSimilarPix()
+ *
+ * \param[in]    rp           regtest parameters
+ * \param[in]    pix1, pix2   to be tested for near equality
+ * \param[in]    mindiff      minimum pixel difference to be counted; > 0
+ * \param[in]    maxfract     maximum fraction of pixels allowed to have
+ *                            diff greater than or equal to mindiff
+ * \param[in]    printstats   use 1 to print normalized histogram to stderr
+ * \return  0 if OK, 1 on error a failure in similarity comparison
+ *              is not an error
+ *
+ * 
+ * Notes:
+ *      (1) This function compares two pix for near equality.  On failure,
+ *          this writes to stderr.
+ *      (2) The pix are similar if the fraction of non-conforming pixels
+ *          does not exceed %maxfract.  Pixels are non-conforming if
+ *          the difference in pixel values equals or exceeds %mindiff.
+ *          Typical values might be %mindiff = 15 and %maxfract = 0.01.
+ *      (3) The input images must have the same size and depth.  The
+ *          pixels for comparison are typically subsampled from the images.
+ *      (4) Normally, use %printstats = 0.  In debugging mode, to see
+ *          the relation between %mindiff and the minimum value of
+ *          %maxfract for success, set this to 1.
+ * 

+ */
+l_ok
+regTestCompareSimilarPix(L_REGPARAMS  *rp,
+                         PIX          *pix1,
+                         PIX          *pix2,
+                         l_int32       mindiff,
+                         l_float32     maxfract,
+                         l_int32       printstats)
+{
+l_int32  w, h, factor, similar;
+
+    PROCNAME("regTestCompareSimilarPix");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+    if (!pix1 || !pix2) {
+        rp->success = FALSE;
+        return ERROR_INT("pix1 and pix2 not both defined", procName, 1);
+    }
+
+    rp->index++;
+    pixGetDimensions(pix1, &w, &h, NULL);
+    factor = L_MAX(w, h) / 400;
+    factor = L_MAX(1, L_MIN(factor, 4));   /* between 1 and 4 */
+    pixTestForSimilarity(pix1, pix2, factor, mindiff, maxfract, 0.0,
+                         &similar, printstats);
+
+        /* Record on failure */
+    if (!similar) {
+        if (rp->fp) {
+            fprintf(rp->fp,
+                    "Failure in %s_reg: pix similarity comp for index %d\n",
+                    rp->testname, rp->index);
+        }
+        fprintf(stderr, "Failure in %s_reg: pix similarity comp for index %d\n",
+                rp->testname, rp->index);
+        rp->success = FALSE;
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestCheckFile()
+ *
+ * \param[in]    rp         regtest parameters
+ * \param[in]    localname  name of output file from reg test
+ * \return  0 if OK, 1 on error a failure in comparison is not an error
+ *
+ * 
+ * Notes:
+ *      (1) This function does one of three things, depending on the mode:
+ *           * "generate": makes a "golden" file as a copy of %localname.
+ *           * "compare": compares %localname contents with the golden file
+ *           * "display": this does nothing
+ *      (2) The canonical format of the golden filenames is:
+ *            /tmp/lept/golden/[root of main name]_golden.[index].
+ *                                                       [ext of localname]
+ *          e.g.,
+ *             /tmp/lept/golden/maze_golden.0.png
+ *      (3) The local file can be made in any subdirectory of /tmp/lept,
+ *          including /tmp/lept/regout/.
+ *      (4) It is important to add an extension to the local name, such as
+ *             /tmp/lept/maze/file1.png    (extension ".png")
+ *          because the extension is added to the name of the golden file.
+ * 

+ */
+l_ok
+regTestCheckFile(L_REGPARAMS  *rp,
+                 const char   *localname)
+{
+char    *ext;
+char     namebuf[256];
+l_int32  ret, same, format;
+PIX     *pix1, *pix2;
+
+    PROCNAME("regTestCheckFile");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+    if (!localname) {
+        rp->success = FALSE;
+        return ERROR_INT("local name not defined", procName, 1);
+    }
+    if (rp->mode != L_REG_GENERATE && rp->mode != L_REG_COMPARE &&
+        rp->mode != L_REG_DISPLAY) {
+        rp->success = FALSE;
+        return ERROR_INT("invalid mode", procName, 1);
+    }
+    rp->index++;
+
+        /* If display mode, no generation and no testing */
+    if (rp->mode == L_REG_DISPLAY) return 0;
+
+        /* Generate the golden file name; used in 'generate' and 'compare' */
+    splitPathAtExtension(localname, NULL, &ext);
+    snprintf(namebuf, sizeof(namebuf), "/tmp/lept/golden/%s_golden.%02d%s",
+             rp->testname, rp->index, ext);
+    LEPT_FREE(ext);
+
+        /* Generate mode.  No testing. */
+    if (rp->mode == L_REG_GENERATE) {
+            /* Save the file as a golden file */
+        ret = fileCopy(localname, namebuf);
+#if 0       /* Enable for details on writing of golden files */
+        if (!ret) {
+            char *local = genPathname(localname, NULL);
+            char *golden = genPathname(namebuf, NULL);
+            L_INFO("Copy: %s to %s\n", procName, local, golden);
+            LEPT_FREE(local);
+            LEPT_FREE(golden);
+        }
+#endif
+        return ret;
+    }
+
+        /* Compare mode: test and record on failure.  This can be used
+         * for all image formats, as well as for all files of serialized
+         * data, such as boxa, pta, etc.  In all cases except for
+         * GIF compressed images, we compare the files to see if they
+         * are identical.  GIF doesn't support RGB images; to write
+         * a 32 bpp RGB image in GIF, we do a lossy quantization to
+         * 256 colors, so the cycle read-RGB/write-GIF is not idempotent.
+         * And although the read/write cycle for GIF images with bpp <= 8
+         * is idempotent in the image pixels, it is not idempotent in the
+         * actual file bytes; tests comparing file bytes before and after
+         * a GIF read/write cycle will fail.  So for GIF we uncompress
+         * the two images and compare the actual pixels.  PNG is both
+         * lossless and idempotent in file bytes on read/write, so it is
+         * not necessary to compare pixels.  (Comparing pixels requires
+         * decompression, and thus would increase the regression test
+         * time.  JPEG is lossy and not idempotent in the image pixels,
+         * so no tests are constructed that would require it. */
+    findFileFormat(localname, &format);
+    if (format == IFF_GIF) {
+        same = 0;
+        pix1 = pixRead(localname);
+        pix2 = pixRead(namebuf);
+        pixEqual(pix1, pix2, &same);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    } else {
+        filesAreIdentical(localname, namebuf, &same);
+    }
+    if (!same) {
+        fprintf(rp->fp, "Failure in %s_reg, index %d: comparing %s with %s\n",
+                rp->testname, rp->index, localname, namebuf);
+        fprintf(stderr, "Failure in %s_reg, index %d: comparing %s with %s\n",
+                rp->testname, rp->index, localname, namebuf);
+        rp->success = FALSE;
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestCompareFiles()
+ *
+ * \param[in]    rp        regtest parameters
+ * \param[in]    index1    of one output file from reg test
+ * \param[in]    index2    of another output file from reg test
+ * \return  0 if OK, 1 on error a failure in comparison is not an error
+ *
+ * 
+ * Notes:
+ *      (1) This only does something in "compare" mode.
+ *      (2) The canonical format of the golden filenames is:
+ *            /tmp/lept/golden/[root of main name]_golden.[index].
+ *                                                      [ext of localname]
+ *          e.g.,
+ *            /tmp/lept/golden/maze_golden.0.png
+ * 

+ */
+l_ok
+regTestCompareFiles(L_REGPARAMS  *rp,
+                    l_int32       index1,
+                    l_int32       index2)
+{
+char    *name1, *name2;
+char     namebuf[256];
+l_int32  same;
+SARRAY  *sa;
+
+    PROCNAME("regTestCompareFiles");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+    if (index1 < 0 || index2 < 0) {
+        rp->success = FALSE;
+        return ERROR_INT("index1 and/or index2 is negative", procName, 1);
+    }
+    if (index1 == index2) {
+        rp->success = FALSE;
+        return ERROR_INT("index1 must differ from index2", procName, 1);
+    }
+
+    rp->index++;
+    if (rp->mode != L_REG_COMPARE) return 0;
+
+        /* Generate the golden file names */
+    snprintf(namebuf, sizeof(namebuf), "%s_golden.%02d", rp->testname, index1);
+    sa = getSortedPathnamesInDirectory("/tmp/lept/golden", namebuf, 0, 0);
+    if (sarrayGetCount(sa) != 1) {
+        sarrayDestroy(&sa);
+        rp->success = FALSE;
+        L_ERROR("golden file %s not found\n", procName, namebuf);
+        return 1;
+    }
+    name1 = sarrayGetString(sa, 0, L_COPY);
+    sarrayDestroy(&sa);
+
+    snprintf(namebuf, sizeof(namebuf), "%s_golden.%02d", rp->testname, index2);
+    sa = getSortedPathnamesInDirectory("/tmp/lept/golden", namebuf, 0, 0);
+    if (sarrayGetCount(sa) != 1) {
+        sarrayDestroy(&sa);
+        rp->success = FALSE;
+        LEPT_FREE(name1);
+        L_ERROR("golden file %s not found\n", procName, namebuf);
+        return 1;
+    }
+    name2 = sarrayGetString(sa, 0, L_COPY);
+    sarrayDestroy(&sa);
+
+        /* Test and record on failure */
+    filesAreIdentical(name1, name2, &same);
+    if (!same) {
+        fprintf(rp->fp,
+                "Failure in %s_reg, index %d: comparing %s with %s\n",
+                rp->testname, rp->index, name1, name2);
+        fprintf(stderr,
+                "Failure in %s_reg, index %d: comparing %s with %s\n",
+                rp->testname, rp->index, name1, name2);
+        rp->success = FALSE;
+    }
+
+    LEPT_FREE(name1);
+    LEPT_FREE(name2);
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestWritePixAndCheck()
+ *
+ * \param[in]    rp       regtest parameters
+ * \param[in]    pix      to be written
+ * \param[in]    format   of output pix
+ * \return  0 if OK, 1 on error a failure in comparison is not an error
+ *
+ * 
+ * Notes:
+ *      (1) This function makes it easy to write the pix in a numbered
+ *          sequence of files, and either to:
+ *             (a) write the golden file ("generate" arg to regression test)
+ *             (b) make a local file and "compare" with the golden file
+ *             (c) make a local file and "display" the results
+ *      (2) The canonical format of the local filename is:
+ *            /tmp/lept/regout/[root of main name].[count].[format extension]
+ *          e.g., for scale_reg,
+ *            /tmp/lept/regout/scale.0.png
+ *          The golden file name mirrors this in the usual way.
+ *      (3) The check is done between the written files, which requires
+ *          the files to be identical. The exception is for GIF, which
+ *          only requires that all pixels in the decoded pix are identical.
+ * 

+ */
+l_ok
+regTestWritePixAndCheck(L_REGPARAMS  *rp,
+                        PIX          *pix,
+                        l_int32       format)
+{
+char  namebuf[256];
+
+    PROCNAME("regTestWritePixAndCheck");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+    if (!pix) {
+        rp->success = FALSE;
+        return ERROR_INT("pix not defined", procName, 1);
+    }
+    if (format < 0 || format >= NumImageFileFormatExtensions) {
+        rp->success = FALSE;
+        return ERROR_INT("invalid format", procName, 1);
+    }
+
+        /* Generate the local file name */
+    snprintf(namebuf, sizeof(namebuf), "/tmp/lept/regout/%s.%02d.%s",
+             rp->testname, rp->index + 1, ImageFileFormatExtensions[format]);
+
+        /* Write the local file */
+    if (pixGetDepth(pix) < 8)
+        pixSetPadBits(pix, 0);
+    pixWrite(namebuf, pix, format);
+
+        /* Either write the golden file ("generate") or check the
+           local file against an existing golden file ("compare") */
+    regTestCheckFile(rp, namebuf);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestWriteDataAndCheck()
+ *
+ * \param[in]    rp      regtest parameters
+ * \param[in]    data    to be written
+ * \param[in]    nbytes  of data to be written
+ * \param[in]    ext     filename extension (e.g.: "ba", "pta")
+ * \return  0 if OK, 1 on error a failure in comparison is not an error
+ *
+ * 
+ * Notes:
+ *      (1) This function makes it easy to write data in a numbered
+ *          sequence of files, and either to:
+ *             (a) write the golden file ("generate" arg to regression test)
+ *             (b) make a local file and "compare" with the golden file
+ *             (c) make a local file and "display" the results
+ *      (2) The canonical format of the local filename is:
+ *            /tmp/lept/regout/[root of main name].[count].[ext]
+ *          e.g., for the first boxaa in quadtree_reg,
+ *            /tmp/lept/regout/quadtree.0.baa
+ *          The golden file name mirrors this in the usual way.
+ *      (3) The data can be anything.  It is most useful for serialized
+ *          output of data, such as boxa, pta, etc.
+ *      (4) The file extension is arbitrary.  It is included simply
+ *          to make the content type obvious when examining written files.
+ *      (5) The check is done between the written files, which requires
+ *          the files to be identical.
+ * 

+ */
+l_ok
+regTestWriteDataAndCheck(L_REGPARAMS  *rp,
+                         void         *data,
+                         size_t        nbytes,
+                         const char   *ext)
+{
+char  namebuf[256];
+
+    PROCNAME("regTestWriteDataAndCheck");
+
+    if (!rp)
+        return ERROR_INT("rp not defined", procName, 1);
+    if (!data || nbytes == 0) {
+        rp->success = FALSE;
+        return ERROR_INT("data not defined or size == 0", procName, 1);
+    }
+
+        /* Generate the local file name */
+    snprintf(namebuf, sizeof(namebuf), "/tmp/lept/regout/%s.%02d.%s",
+             rp->testname, rp->index + 1, ext);
+
+        /* Write the local file */
+    l_binaryWrite(namebuf, "w", data, nbytes);
+
+        /* Either write the golden file ("generate") or check the
+           local file against an existing golden file ("compare") */
+    regTestCheckFile(rp, namebuf);
+    return 0;
+}
+
+
+/*!
+ * \brief   regTestGenLocalFilename()
+ *
+ * \param[in]       rp      regtest parameters
+ * \param[in]       index   use -1 for current index
+ * \param[in]       format  of image; e.g., IFF_PNG
+ * \return  filename if OK, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used to get the name of a file in the regout
+ *          subdirectory, that has been made and is used to test against
+ *          the golden file.  You can either specify a particular index
+ *          value, or with %index == -1, this returns the most recently
+ *          written file.  The latter case lets you read a pix from a
+ *          file that has just been written with regTestWritePixAndCheck(),
+ *          which is useful for testing formatted read/write functions.
+ *
+ * 

+ */
+char *
+regTestGenLocalFilename(L_REGPARAMS  *rp,
+                        l_int32       index,
+                        l_int32       format)
+{
+char     buf[64];
+l_int32  ind;
+
+    PROCNAME("regTestGenLocalFilename");
+
+    if (!rp)
+        return (char *)ERROR_PTR("rp not defined", procName, NULL);
+
+    ind = (index >= 0) ? index : rp->index;
+    snprintf(buf, sizeof(buf), "/tmp/lept/regout/%s.%02d.%s",
+             rp->testname, ind, ImageFileFormatExtensions[format]);
+    return stringNew(buf);
+}
+
+
+/*!
+ * \brief   getRootNameFromArgv0()
+ *
+ * \param[in]    argv0
+ * \return  root name without the '_reg', or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For example, from psioseg_reg, we want to extract
+ *          just 'psioseg' as the root.
+ *      (2) In unix with autotools, the executable is not X,
+ *          but ./.libs/lt-X.   So in addition to stripping out the
+ *          last 4 characters of the tail, we have to check for
+ *          the '-' and strip out the "lt-" prefix if we find it.
+ * 

+ */
+static char *
+getRootNameFromArgv0(const char  *argv0)
+{
+l_int32  len;
+char    *root;
+
+    PROCNAME("getRootNameFromArgv0");
+
+    splitPathAtDirectory(argv0, NULL, &root);
+    if ((len = strlen(root)) <= 4) {
+        LEPT_FREE(root);
+        return (char *)ERROR_PTR("invalid argv0; too small", procName, NULL);
+    }
+
+#ifndef _WIN32
+    {
+        char    *newroot;
+        l_int32  loc;
+        if (stringFindSubstr(root, "-", &loc)) {
+            newroot = stringNew(root + loc + 1);  /* strip out "lt-" */
+            LEPT_FREE(root);
+            root = newroot;
+            len = strlen(root);
+        }
+        len -= 4;  /* remove the "_reg" suffix */
+    }
+#else
+    if (strstr(root, ".exe") != NULL)
+        len -= 4;
+    if (strstr(root, "_reg") == root + len - 4)
+        len -= 4;
+#endif  /* ! _WIN32 */
+
+    root[len] = '\0';  /* terminate */
+    return root;
+}
diff --git a/3rdparty/hgOCR/leptonica/regutils.h b/3rdparty/hgOCR/leptonica/regutils.h
new file mode 100644
index 00000000..2f1d5e4a
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/regutils.h
@@ -0,0 +1,141 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_REGUTILS_H
+#define  LEPTONICA_REGUTILS_H
+
+/*!
+ * \file regutils.h
+ *
+ * 
+ *   Contains this regression test parameter packaging struct
+ *       struct L_RegParams
+ *
+ *   The regression test utility allows you to write regression tests
+ *   that compare results with existing "golden files" and with
+ *   compiled in data.
+ *
+ *   Regression tests can be called in three ways.
+ *   For example, for distance_reg:
+ *
+ *       Case 1: distance_reg [compare]
+ *           This runs the test against the set of golden files.  It
+ *           appends to 'outfile.txt' either "SUCCESS" or "FAILURE",
+ *           as well as the details of any parts of the test that failed.
+ *           It writes to a temporary file stream (fp).
+ *           Using 'compare' on the command line is optional.
+ *
+ *       Case 2: distance_reg generate
+ *           This generates golden files in /tmp for the reg test.
+ *
+ *       Case 3: distance_reg display
+ *           This runs the test but makes no comparison of the output
+ *           against the set of golden files.  In addition, this displays
+ *           images and plots that are specified in the test under
+ *           control of the display variable.  Display is enabled only
+ *           for this case.
+ *
+ *   Regression tests follow the pattern given below.  Tests are
+ *   automatically numbered sequentially, and it is convenient to
+ *   comment each with a number to keep track (for comparison tests
+ *   and for debugging).  In an actual case, comparisons of pix and
+ *   of files can occur in any order.  We give a specific order here
+ *   for clarity.
+ *
+ *       L_REGPARAMS  *rp;  // holds data required by the test functions
+ *
+ *       // Setup variables; optionally open stream
+ *       if (regTestSetup(argc, argv, &rp))
+ *           return 1;
+ *
+ *       // Test pairs of generated pix for identity.  This compares
+ *       // two pix; no golden file is generated.
+ *       regTestComparePix(rp, pix1, pix2);  // 0
+ *
+ *       // Test pairs of generated pix for similarity.  This compares
+ *       // two pix; no golden file is generated.  The last arg determines
+ *       // if stats are to be written to stderr.
+ *       regTestCompareSimilarPix(rp, pix1, pix2, 15, 0.001, 0);  // 1
+ *
+ *       // Generation of  outputs and testing for identity
+ *       // These files can be anything, of course.
+ *       regTestCheckFile(rp, );  // 2
+ *       regTestCheckFile(rp, );  // 3
+ *
+ *       // Test pairs of output golden files for identity.  Here we
+ *       // are comparing golden files 2 and 3.
+ *       regTestCompareFiles(rp, 2, 3);  // 4
+ *
+ *       // "Write and check".  This writes a pix using a canonical
+ *       // formulation for the local filename and either:
+ *       //     case 1: generates a golden file
+ *       //     case 2: compares the local file with a golden file
+ *       //     case 3: generates local files and displays
+ *       // Here we write the pix compressed with png and jpeg, respectively;
+ *       // Then check against the golden file.  The internal %index
+ *       // is incremented; it is embedded in the local filename and,
+ *       // if generating, in the golden file as well.
+ *       regTestWritePixAndCheck(rp, pix1, IFF_PNG);  // 5
+ *       regTestWritePixAndCheck(rp, pix2, IFF_JFIF_JPEG);  // 6
+ *
+ *       // Display if reg test was called in 'display' mode
+ *       pixDisplayWithTitle(pix1, 100, 100, NULL, rp->display);
+ *
+ *       // Clean up and output result
+ *       regTestCleanup(rp);
+ * 

+ */
+
+/*----------------------------------------------------------------------------*
+ *                      Regression test parameter packer                      *
+ *----------------------------------------------------------------------------*/
+
+/*! Regression test parameter packer */
+struct L_RegParams
+{
+    FILE    *fp;        /*!< stream to temporary output file for compare mode */
+    char    *testname;  /*!< name of test, without '_reg'                     */
+    char    *tempfile;  /*!< name of temp file for compare mode output        */
+    l_int32  mode;      /*!< generate, compare or display                     */
+    l_int32  index;     /*!< index into saved files for this test; 0-based    */
+    l_int32  success;   /*!< overall result of the test                       */
+    l_int32  display;   /*!< 1 if in display mode; 0 otherwise                */
+    L_TIMER  tstart;    /*!< marks beginning of the reg test                  */
+};
+typedef struct L_RegParams  L_REGPARAMS;
+
+
+    /*! Running modes for the test */
+/*! Regtest Mode */
+enum {
+    L_REG_GENERATE = 0,
+    L_REG_COMPARE = 1,
+    L_REG_DISPLAY = 2
+};
+
+
+#endif  /* LEPTONICA_REGUTILS_H */
+
diff --git a/3rdparty/hgOCR/leptonica/rop.c b/3rdparty/hgOCR/leptonica/rop.c
new file mode 100644
index 00000000..e20751be
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rop.c
@@ -0,0 +1,516 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file rop.c
+ * 
+ *      General rasterop
+ *           l_int32    pixRasterop()
+ *
+ *      In-place full band translation
+ *           l_int32    pixRasteropVip()
+ *           l_int32    pixRasteropHip()
+ *
+ *      Full image translation (general and in-place)
+ *           l_int32    pixTranslate()
+ *           l_int32    pixRasteropIP()
+ *
+ *      Full image rasterop with no translation
+ *           l_int32    pixRasteropFullImage()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+/*--------------------------------------------------------------------*
+ *                General rasterop (basic pix interface)              *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixRasterop()
+ *
+ * \param[in]    pixd   dest pix
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \param[in]    pixs   src pix
+ * \param[in]    sx     x val of UL corner of src rectangle
+ * \param[in]    sy     y val of UL corner of src rectangle
+ * \return  0 if OK; 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This has the standard set of 9 args for rasterop.
+ *          This function is your friend; it is worth memorizing!
+ *      (2) If the operation involves only dest, this calls
+ *          rasteropUniLow().  Otherwise, checks depth of the
+ *          src and dest, and if they match, calls rasteropLow().
+ *      (3) For the two-image operation, where both pixs and pixd
+ *          are defined, they are typically different images.  However
+ *          there are cases, such as pixSetMirroredBorder(), where
+ *          in-place operations can be done, blitting pixels from
+ *          one part of pixd to another.  Consequently, we permit
+ *          such operations.  If you use them, be sure that there
+ *          is no overlap between the source and destination rectangles
+ *          in pixd (!)
+ *
+ *  Background:
+ *  -----------
+ *
+ *  There are 18 operations, described by the op codes in pix.h.
+ *
+ *  One, PIX_DST, is a no-op.
+ *
+ *  Three, PIX_CLR, PIX_SET, and PIX_NOT(PIX_DST) operate only on the dest.
+ *  These are handled by the low-level rasteropUniLow().
+ *
+ *  The other 14 involve the both the src and the dest, and depend on
+ *  the bit values of either just the src or the bit values of both
+ *  src and dest.  They are handled by rasteropLow():
+ *
+ *          PIX_SRC                             s
+ *          PIX_NOT(PIX_SRC)                   ~s
+ *          PIX_SRC | PIX_DST                   s | d
+ *          PIX_SRC & PIX_DST                   s & d
+ *          PIX_SRC ^ PIX_DST                   s ^ d
+ *          PIX_NOT(PIX_SRC) | PIX_DST         ~s | d
+ *          PIX_NOT(PIX_SRC) & PIX_DST         ~s & d
+ *          PIX_NOT(PIX_SRC) ^ PIX_DST         ~s ^ d
+ *          PIX_SRC | PIX_NOT(PIX_DST)          s | ~d
+ *          PIX_SRC & PIX_NOT(PIX_DST)          s & ~d
+ *          PIX_SRC ^ PIX_NOT(PIX_DST)          s ^ ~d
+ *          PIX_NOT(PIX_SRC | PIX_DST)         ~(s | d)
+ *          PIX_NOT(PIX_SRC & PIX_DST)         ~(s & d)
+ *          PIX_NOT(PIX_SRC ^ PIX_DST)         ~(s ^ d)
+ *
+ *  Each of these is implemented with one of three low-level
+ *  functions, depending on the alignment of the left edge
+ *  of the src and dest rectangles:
+ *      * a fastest implementation if both left edges are
+ *        (32-bit) word aligned
+ *      * a very slightly slower implementation if both left
+ *        edges have the same relative (32-bit) word alignment
+ *      * the general routine that is invoked when
+ *        both left edges have different word alignment
+ *
+ *  Of the 14 binary rasterops above, only 12 are unique
+ *  logical combinations (out of a possible 16) of src
+ *  and dst bits:
+ *
+ *        (sd)         (11)   (10)   (01)   (00)
+ *   -----------------------------------------------
+ *         s            1      1      0      0
+ *        ~s            0      1      0      1
+ *       s | d          1      1      1      0
+ *       s & d          1      0      0      0
+ *       s ^ d          0      1      1      0
+ *      ~s | d          1      0      1      1
+ *      ~s & d          0      0      1      0
+ *      ~s ^ d          1      0      0      1
+ *       s | ~d         1      1      0      1
+ *       s & ~d         0      1      0      0
+ *       s ^ ~d         1      0      0      1
+ *      ~(s | d)        0      0      0      1
+ *      ~(s & d)        0      1      1      1
+ *      ~(s ^ d)        1      0      0      1
+ *
+ *  Note that the following three operations are equivalent:
+ *      ~(s ^ d)
+ *      ~s ^ d
+ *      s ^ ~d
+ *  and in the implementation, we call them out with the first form;
+ *  namely, ~(s ^ d).
+ *
+ *  Of the 16 possible binary combinations of src and dest bits,
+ *  the remaining 4 unique ones are independent of the src bit.
+ *  They depend on either just the dest bit or on neither
+ *  the src nor dest bits:
+ *
+ *         d            1      0      1      0    (indep. of s)
+ *        ~d            0      1      0      1    (indep. of s)
+ *        CLR           0      0      0      0    (indep. of both s & d)
+ *        SET           1      1      1      1    (indep. of both s & d)
+ *
+ *  As mentioned above, three of these are implemented by
+ *  rasteropUniLow(), and one is a no-op.
+ *
+ *  How can these operation codes be represented by bits
+ *  in such a way that when the basic operations are performed
+ *  on the bits the results are unique for unique
+ *  operations, and mimic the logic table given above?
+ *
+ *  The answer is to choose a particular order of the pairings:
+ *         (sd)         (11)   (10)   (01)   (00)
+ *  (which happens to be the same as in the above table)
+ *  and to translate the result into 4-bit representations
+ *  of s and d.  For example, the Sun rasterop choice
+ *  (omitting the extra bit for clipping) is
+ *
+ *      PIX_SRC      0xc
+ *      PIX_DST      0xa
+ *
+ *  This corresponds to our pairing order given above:
+ *         (sd)         (11)   (10)   (01)   (00)
+ *  where for s = 1 we get the bit pattern
+ *       PIX_SRC:        1      1      0      0     (0xc)
+ *  and for d = 1 we get the pattern
+ *       PIX_DST:         1      0      1      0    (0xa)
+ *
+ *  OK, that's the pairing order that Sun chose.  How many different
+ *  ways can we assign bit patterns to PIX_SRC and PIX_DST to get
+ *  the boolean ops to work out?  Any of the 4 pairs can be put
+ *  in the first position, any of the remaining 3 pairs can go
+ *  in the second; and one of the remaining 2 pairs can go the the third.
+ *  There is a total of 4*3*2 = 24 ways these pairs can be permuted.
+ * 

+ */
+l_ok
+pixRasterop(PIX     *pixd,
+            l_int32  dx,
+            l_int32  dy,
+            l_int32  dw,
+            l_int32  dh,
+            l_int32  op,
+            PIX     *pixs,
+            l_int32  sx,
+            l_int32  sy)
+{
+l_int32  dd;
+
+    PROCNAME("pixRasterop");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+
+    if (op == PIX_DST)   /* no-op */
+        return 0;
+
+        /* Check if operation is only on dest */
+    dd = pixGetDepth(pixd);
+    if (op == PIX_CLR || op == PIX_SET || op == PIX_NOT(PIX_DST)) {
+        rasteropUniLow(pixGetData(pixd),
+                       pixGetWidth(pixd), pixGetHeight(pixd), dd,
+                        pixGetWpl(pixd),
+                       dx, dy, dw, dh,
+                       op);
+        return 0;
+    }
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+        /* Check depth of src and dest; these must agree */
+    if (dd != pixGetDepth(pixs))
+        return ERROR_INT("depths of pixs and pixd differ", procName, 1);
+
+    rasteropLow(pixGetData(pixd),
+                pixGetWidth(pixd), pixGetHeight(pixd), dd,
+                pixGetWpl(pixd),
+                dx, dy, dw, dh,
+                op,
+                pixGetData(pixs),
+                pixGetWidth(pixs), pixGetHeight(pixs),
+                pixGetWpl(pixs),
+                sx, sy);
+
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                    In-place full band translation                  *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixRasteropVip()
+ *
+ * \param[in]    pixd     in-place
+ * \param[in]    bx       left edge of vertical band
+ * \param[in]    bw       width of vertical band
+ * \param[in]    vshift   vertical shift of band; vshift > 0 is down
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This rasterop translates a vertical band of the
+ *          image either up or down, bringing in either white
+ *          or black pixels from outside the image.
+ *      (2) The vertical band extends the full height of pixd.
+ *      (3) If a colormap exists, the nearest color to white or black
+ *          is brought in.
+ * 

+ */
+l_ok
+pixRasteropVip(PIX     *pixd,
+               l_int32  bx,
+               l_int32  bw,
+               l_int32  vshift,
+               l_int32  incolor)
+{
+l_int32   w, h, d, index, op;
+PIX      *pixt;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixRasteropVip");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return ERROR_INT("invalid value for incolor", procName, 1);
+    if (bw <= 0)
+        return ERROR_INT("bw must be > 0", procName, 1);
+
+    if (vshift == 0)
+        return 0;
+
+    pixGetDimensions(pixd, &w, &h, &d);
+    rasteropVipLow(pixGetData(pixd), w, h, d, pixGetWpl(pixd), bx, bw, vshift);
+
+    cmap = pixGetColormap(pixd);
+    if (!cmap) {
+        if ((d == 1 && incolor == L_BRING_IN_BLACK) ||
+            (d > 1 && incolor == L_BRING_IN_WHITE))
+            op = PIX_SET;
+        else
+            op = PIX_CLR;
+
+            /* Set the pixels brought in at top or bottom */
+        if (vshift > 0)
+            pixRasterop(pixd, bx, 0, bw, vshift, op, NULL, 0, 0);
+        else  /* vshift < 0 */
+            pixRasterop(pixd, bx, h + vshift, bw, -vshift, op, NULL, 0, 0);
+        return 0;
+    }
+
+        /* Get the nearest index and fill with that */
+    if (incolor == L_BRING_IN_BLACK)
+        pixcmapGetRankIntensity(cmap, 0.0, &index);
+    else  /* white */
+        pixcmapGetRankIntensity(cmap, 1.0, &index);
+    pixt = pixCreate(bw, L_ABS(vshift), d);
+    pixSetAllArbitrary(pixt, index);
+    if (vshift > 0)
+        pixRasterop(pixd, bx, 0, bw, vshift, PIX_SRC, pixt, 0, 0);
+    else  /* vshift < 0 */
+        pixRasterop(pixd, bx, h + vshift, bw, -vshift, PIX_SRC, pixt, 0, 0);
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixRasteropHip()
+ *
+ * \param[in]    pixd     in-place operation
+ * \param[in]    by       top of horizontal band
+ * \param[in]    bh       height of horizontal band
+ * \param[in]    hshift   horizontal shift of band; hshift > 0 is to right
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This rasterop translates a horizontal band of the
+ *          image either left or right, bringing in either white
+ *          or black pixels from outside the image.
+ *      (2) The horizontal band extends the full width of pixd.
+ *      (3) If a colormap exists, the nearest color to white or black
+ *          is brought in.
+ * 

+ */
+l_ok
+pixRasteropHip(PIX     *pixd,
+               l_int32  by,
+               l_int32  bh,
+               l_int32  hshift,
+               l_int32  incolor)
+{
+l_int32   w, h, d, index, op;
+PIX      *pixt;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixRasteropHip");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return ERROR_INT("invalid value for incolor", procName, 1);
+    if (bh <= 0)
+        return ERROR_INT("bh must be > 0", procName, 1);
+
+    if (hshift == 0)
+        return 0;
+
+    pixGetDimensions(pixd, &w, &h, &d);
+    rasteropHipLow(pixGetData(pixd), h, d, pixGetWpl(pixd), by, bh, hshift);
+
+    cmap = pixGetColormap(pixd);
+    if (!cmap) {
+        if ((d == 1 && incolor == L_BRING_IN_BLACK) ||
+            (d > 1 && incolor == L_BRING_IN_WHITE))
+            op = PIX_SET;
+        else
+            op = PIX_CLR;
+
+            /* Set the pixels brought in at left or right */
+        if (hshift > 0)
+            pixRasterop(pixd, 0, by, hshift, bh, op, NULL, 0, 0);
+        else  /* hshift < 0 */
+            pixRasterop(pixd, w + hshift, by, -hshift, bh, op, NULL, 0, 0);
+        return 0;
+    }
+
+        /* Get the nearest index and fill with that */
+    if (incolor == L_BRING_IN_BLACK)
+        pixcmapGetRankIntensity(cmap, 0.0, &index);
+    else  /* white */
+        pixcmapGetRankIntensity(cmap, 1.0, &index);
+    pixt = pixCreate(L_ABS(hshift), bh, d);
+    pixSetAllArbitrary(pixt, index);
+    if (hshift > 0)
+        pixRasterop(pixd, 0, by, hshift, bh, PIX_SRC, pixt, 0, 0);
+    else  /* hshift < 0 */
+        pixRasterop(pixd, w + hshift, by, -hshift, bh, PIX_SRC, pixt, 0, 0);
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *             Full image translation (general and in-place)          *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixTranslate()
+ *
+ * \param[in]    pixd    [optional] destination: this can be null,
+ *                        equal to pixs, or different from pixs
+ * \param[in]    pixs
+ * \param[in]    hshift   horizontal shift; hshift > 0 is to right
+ * \param[in]    vshift   vertical shift; vshift > 0 is down
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) The general pattern is:
+ *            pixd = pixTranslate(pixd, pixs, ...);
+ *          For clarity, when you know the case, use one of these:
+ *            pixd = pixTranslate(NULL, pixs, ...);  // new
+ *            pixTranslate(pixs, pixs, ...);         // in-place
+ *            pixTranslate(pixd, pixs, ...);         // to existing pixd
+ *      (2) If an existing pixd is not the same size as pixs, the
+ *          image data will be reallocated.
+ * 

+ */
+PIX *
+pixTranslate(PIX     *pixd,
+             PIX     *pixs,
+             l_int32  hshift,
+             l_int32  vshift,
+             l_int32  incolor)
+{
+    PROCNAME("pixTranslate");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Prepare pixd for in-place operation */
+    if ((pixd = pixCopy(pixd, pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+
+    pixRasteropIP(pixd, hshift, vshift, incolor);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRasteropIP()
+ *
+ * \param[in]    pixd     in-place translation
+ * \param[in]    hshift   horizontal shift; hshift > 0 is to right
+ * \param[in]    vshift   vertical shift; vshift > 0 is down
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixRasteropIP(PIX     *pixd,
+              l_int32  hshift,
+              l_int32  vshift,
+              l_int32  incolor)
+{
+l_int32  w, h;
+
+    PROCNAME("pixRasteropIP");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+
+    pixGetDimensions(pixd, &w, &h, NULL);
+    pixRasteropHip(pixd, 0, h, hshift, incolor);
+    pixRasteropVip(pixd, 0, w, vshift, incolor);
+
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                 Full image rasterop with no shifts                 *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   pixRasteropFullImage()
+ *
+ * \param[in]    pixd
+ * \param[in]    pixs
+ * \param[in]    op     any of the op-codes
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      ~ this is a wrapper for a common 2-image raster operation
+ *      ~ both pixs and pixd must be defined
+ *      ~ the operation is performed with aligned UL corners of pixs and pixd
+ *      ~ the operation clips to the smallest pix; if the width or height
+ *        of pixd is larger than pixs, some pixels in pixd will be unchanged
+ * 

+ */
+l_ok
+pixRasteropFullImage(PIX     *pixd,
+                     PIX     *pixs,
+                     l_int32  op)
+{
+    PROCNAME("pixRasteropFullImage");
+
+    if (!pixd)
+        return ERROR_INT("pixd not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    pixRasterop(pixd, 0, 0, pixGetWidth(pixd), pixGetHeight(pixd), op,
+                pixs, 0, 0);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/roplow.c b/3rdparty/hgOCR/leptonica/roplow.c
new file mode 100644
index 00000000..924fc5fb
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/roplow.c
@@ -0,0 +1,2479 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file roplow.c
+ * 
+ *      Low level dest-only
+ *           void            rasteropUniLow()
+ *           static void     rasteropUniWordAlignedlLow()
+ *           static void     rasteropUniGeneralLow()
+ *
+ *      Low level src and dest
+ *           void            rasteropLow()
+ *           static void     rasteropWordAlignedLow()
+ *           static void     rasteropVAlignedLow()
+ *           static void     rasteropGeneralLow()
+ *
+ *      Low level in-place full height vertical block transfer
+ *           void            rasteropVipLow()
+ *
+ *      Low level in-place full width horizontal block transfer
+ *           void            rasteropHipLow()
+ *           static void     shiftDataHorizontalLow()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* Static helpers */
+static void rasteropUniWordAlignedLow(l_uint32 *datad, l_int32 dwpl, l_int32 dx,
+                                      l_int32 dy, l_int32  dw, l_int32 dh,
+                                      l_int32 op);
+static void rasteropUniGeneralLow(l_uint32 *datad, l_int32 dwpl, l_int32 dx,
+                                  l_int32 dy, l_int32 dw, l_int32  dh,
+                                  l_int32 op);
+static void rasteropWordAlignedLow(l_uint32 *datad, l_int32 dwpl, l_int32 dx,
+                                   l_int32 dy, l_int32 dw, l_int32 dh,
+                                   l_int32 op, l_uint32 *datas, l_int32 swpl,
+                                   l_int32 sx, l_int32 sy);
+static void rasteropVAlignedLow(l_uint32 *datad, l_int32 dwpl, l_int32 dx,
+                                l_int32 dy, l_int32 dw, l_int32 dh,
+                                l_int32 op, l_uint32 *datas, l_int32 swpl,
+                                l_int32 sx, l_int32 sy);
+static void rasteropGeneralLow(l_uint32 *datad, l_int32 dwpl, l_int32 dx,
+                               l_int32 dy, l_int32 dw, l_int32 dh,
+                               l_int32 op, l_uint32 *datas, l_int32 swpl,
+                               l_int32 sx, l_int32 sy);
+static void shiftDataHorizontalLow(l_uint32 *datad, l_int32 wpld,
+                                   l_uint32 *datas, l_int32 wpls,
+                                   l_int32 shift);
+
+#define COMBINE_PARTIAL(d, s, m)     ( ((d) & ~(m)) | ((s) & (m)) )
+
+static const l_int32  SHIFT_LEFT  = 0;
+static const l_int32  SHIFT_RIGHT = 1;
+
+static const l_uint32 lmask32[] = {0x0,
+    0x80000000, 0xc0000000, 0xe0000000, 0xf0000000,
+    0xf8000000, 0xfc000000, 0xfe000000, 0xff000000,
+    0xff800000, 0xffc00000, 0xffe00000, 0xfff00000,
+    0xfff80000, 0xfffc0000, 0xfffe0000, 0xffff0000,
+    0xffff8000, 0xffffc000, 0xffffe000, 0xfffff000,
+    0xfffff800, 0xfffffc00, 0xfffffe00, 0xffffff00,
+    0xffffff80, 0xffffffc0, 0xffffffe0, 0xfffffff0,
+    0xfffffff8, 0xfffffffc, 0xfffffffe, 0xffffffff};
+
+static const l_uint32 rmask32[] = {0x0,
+    0x00000001, 0x00000003, 0x00000007, 0x0000000f,
+    0x0000001f, 0x0000003f, 0x0000007f, 0x000000ff,
+    0x000001ff, 0x000003ff, 0x000007ff, 0x00000fff,
+    0x00001fff, 0x00003fff, 0x00007fff, 0x0000ffff,
+    0x0001ffff, 0x0003ffff, 0x0007ffff, 0x000fffff,
+    0x001fffff, 0x003fffff, 0x007fffff, 0x00ffffff,
+    0x01ffffff, 0x03ffffff, 0x07ffffff, 0x0fffffff,
+    0x1fffffff, 0x3fffffff, 0x7fffffff, 0xffffffff};
+
+
+/*--------------------------------------------------------------------*
+ *                     Low-level dest-only rasterops                  *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropUniLow()
+ *
+ * \param[in]    datad  ptr to dest image data
+ * \param[in]    dpixw  width of dest
+ * \param[in]    dpixh  height of dest
+ * \param[in]    depth  depth of src and dest
+ * \param[in]    dwpl   wpl of dest
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \return  void
+ *
+ *  Action: scales width, performs clipping, checks alignment, and
+ *          dispatches for the rasterop.
+ */
+void
+rasteropUniLow(l_uint32  *datad,
+               l_int32    dpixw,
+               l_int32    dpixh,
+               l_int32    depth,
+               l_int32    dwpl,
+               l_int32    dx,
+               l_int32    dy,
+               l_int32    dw,
+               l_int32    dh,
+               l_int32    op)
+{
+l_int32  dhangw, dhangh;
+
+   /* -------------------------------------------------------*
+    *            scale horizontal dimensions by depth
+    * -------------------------------------------------------*/
+    if (depth != 1) {
+        dpixw *= depth;
+        dx *= depth;
+        dw *= depth;
+    }
+
+   /* -------------------------------------------------------*
+    *            clip rectangle to dest image
+    * -------------------------------------------------------*/
+       /* first, clip horizontally (dx, dw) */
+    if (dx < 0) {
+        dw += dx;  /* reduce dw */
+        dx = 0;
+    }
+    dhangw = dx + dw - dpixw;  /* rect ovhang dest to right */
+    if (dhangw > 0)
+        dw -= dhangw;  /* reduce dw */
+
+       /* then, clip vertically (dy, dh) */
+    if (dy < 0) {
+        dh += dy;  /* reduce dh */
+        dy = 0;
+    }
+    dhangh = dy + dh - dpixh;  /* rect ovhang dest below */
+    if (dhangh > 0)
+        dh -= dhangh;  /* reduce dh */
+
+        /* if clipped entirely, quit */
+    if ((dw <= 0) || (dh <= 0))
+        return;
+
+   /* -------------------------------------------------------*
+    *       dispatch to aligned or non-aligned blitters
+    * -------------------------------------------------------*/
+    if ((dx & 31) == 0)
+        rasteropUniWordAlignedLow(datad, dwpl, dx, dy, dw, dh, op);
+    else
+        rasteropUniGeneralLow(datad, dwpl, dx, dy, dw, dh, op);
+}
+
+
+
+/*--------------------------------------------------------------------*
+ *           Static low-level uni rasterop with word alignment        *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropUniWordAlignedLow()
+ *
+ * \param[in]    datad  ptr to dest image data
+ * \param[in]    dwpl   wpl of dest
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \return  void
+ *
+ *  This is called when the dest rect is left aligned
+ *  on 32-bit word boundaries.   That is: dx & 31 == 0.
+ *
+ *  We make an optimized implementation of this because
+ *  it is a common case: e.g., operating on a full dest image.
+ */
+static void
+rasteropUniWordAlignedLow(l_uint32  *datad,
+                          l_int32    dwpl,
+                          l_int32    dx,
+                          l_int32    dy,
+                          l_int32    dw,
+                          l_int32    dh,
+                          l_int32    op)
+{
+l_int32    nfullw;     /* number of full words */
+l_uint32  *pfword;     /* ptr to first word */
+l_int32    lwbits;     /* number of ovrhang bits in last partial word */
+l_uint32   lwmask;     /* mask for last partial word */
+l_uint32  *lined;
+l_int32    i, j;
+
+    /*--------------------------------------------------------*
+     *                Preliminary calculations                *
+     *--------------------------------------------------------*/
+    nfullw = dw >> 5;
+    lwbits = dw & 31;
+    if (lwbits)
+        lwmask = lmask32[lwbits];
+    pfword = datad + dwpl * dy + (dx >> 5);
+
+
+    /*--------------------------------------------------------*
+     *            Now we're ready to do the ops               *
+     *--------------------------------------------------------*/
+    switch (op)
+    {
+    case PIX_CLR:
+        for (i = 0; i < dh; i++) {
+            lined = pfword + i * dwpl;
+            for (j = 0; j < nfullw; j++)
+                *lined++ = 0x0;
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, 0x0, lwmask);
+        }
+        break;
+    case PIX_SET:
+        for (i = 0; i < dh; i++) {
+            lined = pfword + i * dwpl;
+            for (j = 0; j < nfullw; j++)
+                *lined++ = 0xffffffff;
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, 0xffffffff, lwmask);
+        }
+        break;
+    case PIX_NOT(PIX_DST):
+        for (i = 0; i < dh; i++) {
+            lined = pfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = ~(*lined);
+                lined++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, ~(*lined), lwmask);
+        }
+        break;
+    default:
+        fprintf(stderr, "Operation %d not permitted here!\n", op);
+    }
+}
+
+
+/*--------------------------------------------------------------------*
+ *        Static low-level uni rasterop without word alignment        *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropUniGeneralLow()
+ *
+ * \param[in]    datad  ptr to dest image data
+ * \param[in]    dwpl   wpl of dest
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \return  void
+ */
+static void
+rasteropUniGeneralLow(l_uint32  *datad,
+                      l_int32    dwpl,
+                      l_int32    dx,
+                      l_int32    dy,
+                      l_int32    dw,
+                      l_int32    dh,
+                      l_int32    op)
+{
+l_int32    dfwpartb;   /* boolean (1, 0) if first dest word is partial */
+l_int32    dfwpart2b;  /* boolean (1, 0) if first dest word is doubly partial */
+l_uint32   dfwmask;    /* mask for first partial dest word */
+l_int32    dfwbits;    /* first word dest bits in ovrhang */
+l_uint32  *pdfwpart;   /* ptr to first partial dest word */
+l_int32    dfwfullb;   /* boolean (1, 0) if there exists a full dest word */
+l_int32    dnfullw;    /* number of full words in dest */
+l_uint32  *pdfwfull;   /* ptr to first full dest word */
+l_int32    dlwpartb;   /* boolean (1, 0) if last dest word is partial */
+l_uint32   dlwmask;    /* mask for last partial dest word */
+l_int32    dlwbits;    /* last word dest bits in ovrhang */
+l_uint32  *pdlwpart;   /* ptr to last partial dest word */
+l_int32    i, j;
+
+
+    /*--------------------------------------------------------*
+     *                Preliminary calculations                *
+     *--------------------------------------------------------*/
+        /* is the first word partial? */
+    dfwmask = 0;
+    if ((dx & 31) == 0) {  /* if not */
+        dfwpartb = 0;
+        dfwbits = 0;
+    } else {  /* if so */
+        dfwpartb = 1;
+        dfwbits = 32 - (dx & 31);
+        dfwmask = rmask32[dfwbits];
+        pdfwpart = datad + dwpl * dy + (dx >> 5);
+    }
+
+        /* is the first word doubly partial? */
+    if (dw >= dfwbits) {  /* if not */
+        dfwpart2b = 0;
+    } else {  /* if so */
+        dfwpart2b = 1;
+        dfwmask &= lmask32[32 - dfwbits + dw];
+    }
+
+        /* is there a full dest word? */
+    if (dfwpart2b == 1) {  /* not */
+        dfwfullb = 0;
+        dnfullw = 0;
+    } else {
+        dnfullw = (dw - dfwbits) >> 5;
+        if (dnfullw == 0) {  /* if not */
+            dfwfullb = 0;
+        } else {  /* if so */
+            dfwfullb = 1;
+            if (dfwpartb)
+                pdfwfull = pdfwpart + 1;
+            else
+                pdfwfull = datad + dwpl * dy + (dx >> 5);
+        }
+    }
+
+        /* is the last word partial? */
+    dlwbits = (dx + dw) & 31;
+    if (dfwpart2b == 1 || dlwbits == 0) {  /* if not */
+        dlwpartb = 0;
+    } else {
+        dlwpartb = 1;
+        dlwmask = lmask32[dlwbits];
+        if (dfwpartb)
+            pdlwpart = pdfwpart + 1 + dnfullw;
+        else
+            pdlwpart = datad + dwpl * dy + (dx >> 5) + dnfullw;
+    }
+
+
+    /*--------------------------------------------------------*
+     *            Now we're ready to do the ops               *
+     *--------------------------------------------------------*/
+    switch (op)
+    {
+    case PIX_CLR:
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart, 0x0, dfwmask);
+                pdfwpart += dwpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = 0x0;
+                pdfwfull += dwpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart, 0x0, dlwmask);
+                pdlwpart += dwpl;
+            }
+        }
+        break;
+    case PIX_SET:
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart, 0xffffffff, dfwmask);
+                pdfwpart += dwpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = 0xffffffff;
+                pdfwfull += dwpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart, 0xffffffff, dlwmask);
+                pdlwpart += dwpl;
+            }
+        }
+        break;
+    case PIX_NOT(PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart, ~(*pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = ~(*(pdfwfull + j));
+                pdfwfull += dwpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart, ~(*pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+            }
+        }
+        break;
+    default:
+        fprintf(stderr, "Operation %d not permitted here!\n", op);
+    }
+}
+
+
+/*--------------------------------------------------------------------*
+ *                   Low-level src and dest rasterops                 *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropLow()
+ *
+ * \param[in]    datad  ptr to dest image data
+ * \param[in]    dpixw  width of dest
+ * \param[in]    dpixh  height of dest
+ * \param[in]    depth  depth of src and dest
+ * \param[in]    dwpl   wpl of dest
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \param[in]    datas  ptr to src image data
+ * \param[in]    spixw  width of src
+ * \param[in]    spixh  height of src
+ * \param[in]    swpl   wpl of src
+ * \param[in]    sx     x val of UL corner of src rectangle
+ * \param[in]    sy     y val of UL corner of src rectangle
+ * \return  void
+ *
+ *  Action: Scales width, performs clipping, checks alignment, and
+ *          dispatches for the rasterop.
+ *
+ *  Warning: the two images must have equal depth.  This is not checked.
+ */
+void
+rasteropLow(l_uint32  *datad,
+            l_int32    dpixw,
+            l_int32    dpixh,
+            l_int32    depth,
+            l_int32    dwpl,
+            l_int32    dx,
+            l_int32    dy,
+            l_int32    dw,
+            l_int32    dh,
+            l_int32    op,
+            l_uint32  *datas,
+            l_int32    spixw,
+            l_int32    spixh,
+            l_int32    swpl,
+            l_int32    sx,
+            l_int32    sy)
+{
+l_int32  dhangw, shangw, dhangh, shangh;
+
+   /* -------------------------------------------------------*
+    *            scale horizontal dimensions by depth
+    * -------------------------------------------------------*/
+    if (depth != 1) {
+        dpixw *= depth;
+        dx *= depth;
+        dw *= depth;
+        spixw *= depth;
+        sx *= depth;
+    }
+
+
+   /* -------------------------------------------------------*
+    *      clip to max rectangle within both src and dest
+    * -------------------------------------------------------*/
+       /* first, clip horizontally (sx, dx, dw) */
+    if (dx < 0) {
+        sx -= dx;  /* increase sx */
+        dw += dx;  /* reduce dw */
+        dx = 0;
+    }
+    if (sx < 0) {
+        dx -= sx;  /* increase dx */
+        dw += sx;  /* reduce dw */
+        sx = 0;
+    }
+    dhangw = dx + dw - dpixw;  /* rect ovhang dest to right */
+    if (dhangw > 0)
+        dw -= dhangw;  /* reduce dw */
+    shangw = sx + dw - spixw;   /* rect ovhang src to right */
+    if (shangw > 0)
+        dw -= shangw;  /* reduce dw */
+
+       /* then, clip vertically (sy, dy, dh) */
+    if (dy < 0) {
+        sy -= dy;  /* increase sy */
+        dh += dy;  /* reduce dh */
+        dy = 0;
+    }
+    if (sy < 0) {
+        dy -= sy;  /* increase dy */
+        dh += sy;  /* reduce dh */
+        sy = 0;
+    }
+    dhangh = dy + dh - dpixh;  /* rect ovhang dest below */
+    if (dhangh > 0)
+        dh -= dhangh;  /* reduce dh */
+    shangh = sy + dh - spixh;  /* rect ovhang src below */
+    if (shangh > 0)
+        dh -= shangh;  /* reduce dh */
+
+        /* if clipped entirely, quit */
+    if ((dw <= 0) || (dh <= 0))
+        return;
+
+   /* -------------------------------------------------------*
+    *       dispatch to aligned or non-aligned blitters
+    * -------------------------------------------------------*/
+    if (((dx & 31) == 0) && ((sx & 31) == 0))
+        rasteropWordAlignedLow(datad, dwpl, dx, dy, dw, dh, op,
+                               datas, swpl, sx, sy);
+    else if ((dx & 31) == (sx & 31))
+        rasteropVAlignedLow(datad, dwpl, dx, dy, dw, dh, op,
+                            datas, swpl, sx, sy);
+    else
+        rasteropGeneralLow(datad, dwpl, dx, dy, dw, dh, op,
+                           datas, swpl, sx, sy);
+}
+
+
+/*--------------------------------------------------------------------*
+ *        Static low-level rasterop with vertical word alignment      *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropWordAlignedLow()
+ *
+ * \param[in]    datad  ptr to dest image data
+ * \param[in]    dwpl   wpl of dest
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \param[in]    datas  ptr to src image data
+ * \param[in]    swpl   wpl of src
+ * \param[in]    sx     x val of UL corner of src rectangle
+ * \param[in]    sy     y val of UL corner of src rectangle
+ * \return  void
+ *
+ *  This is called when both the src and dest rects
+ *  are left aligned on 32-bit word boundaries.
+ *  That is: dx & 31 == 0 and sx & 31 == 0
+ *
+ *  We make an optimized implementation of this because
+ *  it is a common case: e.g., two images are rasterop'd
+ *  starting from their UL corners 0,0.
+ */
+static void
+rasteropWordAlignedLow(l_uint32  *datad,
+                       l_int32    dwpl,
+                       l_int32    dx,
+                       l_int32    dy,
+                       l_int32    dw,
+                       l_int32    dh,
+                       l_int32    op,
+                       l_uint32  *datas,
+                       l_int32    swpl,
+                       l_int32    sx,
+                       l_int32    sy)
+{
+l_int32    nfullw;     /* number of full words */
+l_uint32  *psfword;    /* ptr to first src word */
+l_uint32  *pdfword;    /* ptr to first dest word */
+l_int32    lwbits;     /* number of ovrhang bits in last partial word */
+l_uint32   lwmask;     /* mask for last partial word */
+l_uint32  *lines, *lined;
+l_int32    i, j;
+
+
+    /*--------------------------------------------------------*
+     *                Preliminary calculations                *
+     *--------------------------------------------------------*/
+    nfullw = dw >> 5;
+    lwbits = dw & 31;
+    if (lwbits)
+        lwmask = lmask32[lwbits];
+    psfword = datas + swpl * sy + (sx >> 5);
+    pdfword = datad + dwpl * dy + (dx >> 5);
+
+    /*--------------------------------------------------------*
+     *            Now we're ready to do the ops               *
+     *--------------------------------------------------------*/
+    switch (op)
+    {
+    case PIX_SRC:
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = *lines;
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, *lines, lwmask);
+        }
+        break;
+    case PIX_NOT(PIX_SRC):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = ~(*lines);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, ~(*lines), lwmask);
+        }
+        break;
+    case (PIX_SRC | PIX_DST):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = (*lines | *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, (*lines | *lined), lwmask);
+        }
+        break;
+    case (PIX_SRC & PIX_DST):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = (*lines & *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, (*lines & *lined), lwmask);
+        }
+        break;
+    case (PIX_SRC ^ PIX_DST):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = (*lines ^ *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, (*lines ^ *lined), lwmask);
+        }
+        break;
+    case (PIX_NOT(PIX_SRC) | PIX_DST):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = (~(*lines) | *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, (~(*lines) | *lined), lwmask);
+        }
+        break;
+    case (PIX_NOT(PIX_SRC) & PIX_DST):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = (~(*lines) & *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, (~(*lines) & *lined), lwmask);
+        }
+        break;
+    case (PIX_SRC | PIX_NOT(PIX_DST)):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = (*lines | ~(*lined));
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, (*lines | ~(*lined)), lwmask);
+        }
+        break;
+    case (PIX_SRC & PIX_NOT(PIX_DST)):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = (*lines & ~(*lined));
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, (*lines & ~(*lined)), lwmask);
+        }
+        break;
+    case (PIX_NOT(PIX_SRC | PIX_DST)):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = ~(*lines  | *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, ~(*lines  | *lined), lwmask);
+        }
+        break;
+    case (PIX_NOT(PIX_SRC & PIX_DST)):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = ~(*lines  & *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, ~(*lines  & *lined), lwmask);
+        }
+        break;
+        /* this is three cases: ~(s ^ d), ~s ^ d, s ^ ~d  */
+    case (PIX_NOT(PIX_SRC ^ PIX_DST)):
+        for (i = 0; i < dh; i++) {
+            lines = psfword + i * swpl;
+            lined = pdfword + i * dwpl;
+            for (j = 0; j < nfullw; j++) {
+                *lined = ~(*lines ^ *lined);
+                lined++;
+                lines++;
+            }
+            if (lwbits)
+                *lined = COMBINE_PARTIAL(*lined, ~(*lines ^ *lined), lwmask);
+        }
+        break;
+    default:
+        fprintf(stderr, "Operation %d invalid\n", op);
+    }
+}
+
+
+
+/*--------------------------------------------------------------------*
+ *        Static low-level rasterop with vertical word alignment      *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropVAlignedLow()
+ *
+ * \param[in]    datad  ptr to dest image data
+ * \param[in]    dwpl   wpl of dest
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \param[in]    datas  ptr to src image data
+ * \param[in]    swpl   wpl of src
+ * \param[in]    sx     x val of UL corner of src rectangle
+ * \param[in]    sy     y val of UL corner of src rectangle
+ * \return  void
+ *
+ *  This is called when the left side of the src and dest
+ *  rects have the same alignment relative to 32-bit word
+ *  boundaries; i.e., dx & 31) == (sx & 31
+ */
+static void
+rasteropVAlignedLow(l_uint32  *datad,
+                    l_int32    dwpl,
+                    l_int32    dx,
+                    l_int32    dy,
+                    l_int32    dw,
+                    l_int32    dh,
+                    l_int32    op,
+                    l_uint32  *datas,
+                    l_int32    swpl,
+                    l_int32    sx,
+                    l_int32    sy)
+{
+l_int32    dfwpartb;   /* boolean (1, 0) if first dest word is partial */
+l_int32    dfwpart2b;  /* boolean (1, 0) if first dest word is doubly partial */
+l_uint32   dfwmask;    /* mask for first partial dest word */
+l_int32    dfwbits;    /* first word dest bits in ovrhang */
+l_uint32  *pdfwpart;   /* ptr to first partial dest word */
+l_uint32  *psfwpart;   /* ptr to first partial src word */
+l_int32    dfwfullb;   /* boolean (1, 0) if there exists a full dest word */
+l_int32    dnfullw;    /* number of full words in dest */
+l_uint32  *pdfwfull;   /* ptr to first full dest word */
+l_uint32  *psfwfull;   /* ptr to first full src word */
+l_int32    dlwpartb;   /* boolean (1, 0) if last dest word is partial */
+l_uint32   dlwmask;    /* mask for last partial dest word */
+l_int32    dlwbits;    /* last word dest bits in ovrhang */
+l_uint32  *pdlwpart;   /* ptr to last partial dest word */
+l_uint32  *pslwpart;   /* ptr to last partial src word */
+l_int32    i, j;
+
+
+    /*--------------------------------------------------------*
+     *                Preliminary calculations                *
+     *--------------------------------------------------------*/
+        /* is the first word partial? */
+    dfwmask = 0;
+    if ((dx & 31) == 0) {  /* if not */
+        dfwpartb = 0;
+        dfwbits = 0;
+    } else {  /* if so */
+        dfwpartb = 1;
+        dfwbits = 32 - (dx & 31);
+        dfwmask = rmask32[dfwbits];
+        pdfwpart = datad + dwpl * dy + (dx >> 5);
+        psfwpart = datas + swpl * sy + (sx >> 5);
+    }
+
+        /* is the first word doubly partial? */
+    if (dw >= dfwbits) {  /* if not */
+        dfwpart2b = 0;
+    } else {  /* if so */
+        dfwpart2b = 1;
+        dfwmask &= lmask32[32 - dfwbits + dw];
+    }
+
+        /* is there a full dest word? */
+    if (dfwpart2b == 1) {  /* not */
+        dfwfullb = 0;
+        dnfullw = 0;
+    } else {
+        dnfullw = (dw - dfwbits) >> 5;
+        if (dnfullw == 0) {  /* if not */
+            dfwfullb = 0;
+        } else {  /* if so */
+            dfwfullb = 1;
+            if (dfwpartb) {
+                pdfwfull = pdfwpart + 1;
+                psfwfull = psfwpart + 1;
+            } else {
+                pdfwfull = datad + dwpl * dy + (dx >> 5);
+                psfwfull = datas + swpl * sy + (sx >> 5);
+            }
+        }
+    }
+
+        /* is the last word partial? */
+    dlwbits = (dx + dw) & 31;
+    if (dfwpart2b == 1 || dlwbits == 0) {  /* if not */
+        dlwpartb = 0;
+    } else {
+        dlwpartb = 1;
+        dlwmask = lmask32[dlwbits];
+        if (dfwpartb) {
+            pdlwpart = pdfwpart + 1 + dnfullw;
+            pslwpart = psfwpart + 1 + dnfullw;
+        } else {
+            pdlwpart = datad + dwpl * dy + (dx >> 5) + dnfullw;
+            pslwpart = datas + swpl * sy + (sx >> 5) + dnfullw;
+        }
+    }
+
+
+    /*--------------------------------------------------------*
+     *            Now we're ready to do the ops               *
+     *--------------------------------------------------------*/
+    switch (op)
+    {
+    case PIX_SRC:
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart, *psfwpart, dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = *(psfwfull + j);
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart, *pslwpart, dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case PIX_NOT(PIX_SRC):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart, ~(*psfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = ~(*(psfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart, ~(*pslwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC | PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    (*psfwpart | *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) |= *(psfwfull + j);
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     (*pslwpart | *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC & PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    (*psfwpart & *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) &= *(psfwfull + j);
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     (*pslwpart & *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC ^ PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    (*psfwpart ^ *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) ^= *(psfwfull + j);
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     (*pslwpart ^ *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC) | PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    (~(*psfwpart) | *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) |= ~(*(psfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     (~(*pslwpart) | *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC) & PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    (~(*psfwpart) & *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) &= ~(*(psfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     (~(*pslwpart) & *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC | PIX_NOT(PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    (*psfwpart | ~(*pdfwpart)), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = *(psfwfull + j) | ~(*(pdfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     (*pslwpart | ~(*pdlwpart)), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC & PIX_NOT(PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    (*psfwpart & ~(*pdfwpart)), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = *(psfwfull + j) & ~(*(pdfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     (*pslwpart & ~(*pdlwpart)), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC | PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    ~(*psfwpart | *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = ~(*(psfwfull + j) | *(pdfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     ~(*pslwpart | *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC & PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    ~(*psfwpart & *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = ~(*(psfwfull + j) & *(pdfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     ~(*pslwpart & *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+        /* this is three cases: ~(s ^ d), ~s ^ d, s ^ ~d  */
+    case (PIX_NOT(PIX_SRC ^ PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                    ~(*psfwpart ^ *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++)
+                    *(pdfwfull + j) = ~(*(psfwfull + j) ^ *(pdfwfull + j));
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                                     ~(*pslwpart ^ *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    default:
+        fprintf(stderr, "Operation %x invalid\n", op);
+    }
+}
+
+
+/*--------------------------------------------------------------------*
+ *     Static low-level rasterop without vertical word alignment      *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropGeneralLow()
+ *
+ * \param[in]    datad  ptr to dest image data
+ * \param[in]    dwpl   wpl of dest
+ * \param[in]    dx     x val of UL corner of dest rectangle
+ * \param[in]    dy     y val of UL corner of dest rectangle
+ * \param[in]    dw     width of dest rectangle
+ * \param[in]    dh     height of dest rectangle
+ * \param[in]    op     op code
+ * \param[in]    datas  ptr to src image data
+ * \param[in]    swpl   wpl of src
+ * \param[in]    sx     x val of UL corner of src rectangle
+ * \param[in]    sy     y val of UL corner of src rectangle
+ * \return  void
+ *
+ *  This is called when the src and dest rects are
+ *  do not have the same 32-bit word alignment.
+ *
+ *  The method is a generalization of rasteropVAlignLow.
+ *  There, the src image pieces were directly merged
+ *  with the dest.  Here, we shift the source bits
+ *  to fill words that are aligned with the dest, and
+ *  then use those "source words" exactly in place
+ *  of the source words that were used in rasteropVAlignLow.
+ *
+ *  The critical parameter is thus the shift required
+ *  for the src.  Consider the left edge of the rectangle.
+ *  The overhang into the src and dest words are found,
+ *  and the difference is exactly this shift.  There are
+ *  two separate cases, depending on whether the src pixels
+ *  are shifted left or right.  If the src overhang is
+ *  larger than the dest overhang, the src is shifted to
+ *  the right, a number of pixels equal to the shift are
+ *  left over for filling the next dest word, if necessary.
+ *  But if the dest overhang is larger than the src,
+ *  the src is shifted to the left, and it may also be
+ *  necessary to shift an equal number of pixels in from
+ *  the next src word.  However, in both cases, after
+ *  the first partial or complete dest word has been
+ *  filled, the next src pixels will come from a left
+ *  shift that exhausts the pixels in the src word.
+ */
+static void
+rasteropGeneralLow(l_uint32  *datad,
+                   l_int32    dwpl,
+                   l_int32    dx,
+                   l_int32    dy,
+                   l_int32    dw,
+                   l_int32    dh,
+                   l_int32    op,
+                   l_uint32  *datas,
+                   l_int32    swpl,
+                   l_int32    sx,
+                   l_int32    sy)
+{
+l_int32    dfwpartb;    /* boolean (1, 0) if first dest word is partial      */
+l_int32    dfwpart2b;   /* boolean (1, 0) if 1st dest word is doubly partial */
+l_uint32   dfwmask;     /* mask for first partial dest word                  */
+l_int32    dfwbits;     /* first word dest bits in overhang; 0-31            */
+l_int32    dhang;       /* dest overhang in first partial word,              */
+                        /* or 0 if dest is word aligned (same as dfwbits)    */
+l_uint32  *pdfwpart;    /* ptr to first partial dest word                    */
+l_uint32  *psfwpart;    /* ptr to first partial src word                     */
+l_int32    dfwfullb;    /* boolean (1, 0) if there exists a full dest word   */
+l_int32    dnfullw;     /* number of full words in dest                      */
+l_uint32  *pdfwfull;    /* ptr to first full dest word                       */
+l_uint32  *psfwfull;    /* ptr to first full src word                        */
+l_int32    dlwpartb;    /* boolean (1, 0) if last dest word is partial       */
+l_uint32   dlwmask;     /* mask for last partial dest word                   */
+l_int32    dlwbits;     /* last word dest bits in ovrhang                    */
+l_uint32  *pdlwpart;    /* ptr to last partial dest word                     */
+l_uint32  *pslwpart;    /* ptr to last partial src word                      */
+l_uint32   sword;       /* compose src word aligned with the dest words      */
+l_int32    sfwbits;     /* first word src bits in overhang (1-32),           */
+                        /* or 32 if src is word aligned                      */
+l_int32    shang;       /* source overhang in the first partial word,        */
+                        /* or 0 if src is word aligned (not same as sfwbits) */
+l_int32    sleftshift;  /* bits to shift left for source word to align       */
+                        /* with the dest.  Also the number of bits that      */
+                        /* get shifted to the right to align with the dest.  */
+l_int32    srightshift; /* bits to shift right for source word to align      */
+                        /* with dest.  Also, the number of bits that get     */
+                        /* shifted left to align with the dest.              */
+l_int32    srightmask;  /* mask for selecting sleftshift bits that have      */
+                        /* been shifted right by srightshift bits            */
+l_int32    sfwshiftdir; /* either SHIFT_LEFT or SHIFT_RIGHT                  */
+l_int32    sfwaddb;     /* boolean: do we need an additional sfw right shift? */
+l_int32    slwaddb;     /* boolean: do we need an additional slw right shift? */
+l_int32    i, j;
+
+
+    /*--------------------------------------------------------*
+     *                Preliminary calculations                *
+     *--------------------------------------------------------*/
+        /* To get alignment of src with dst (e.g., in the
+         * full words) the src must do a left shift of its
+         * relative overhang in the current src word,
+         * and OR that with a right shift of
+         * (31 -  relative overhang) from the next src word.
+         * We find the absolute overhangs, the relative overhangs,
+         * the required shifts and the src mask */
+    if ((sx & 31) == 0)
+        shang = 0;
+    else
+        shang = 32 - (sx & 31);
+    if ((dx & 31) == 0)
+        dhang = 0;
+    else
+        dhang = 32 - (dx & 31);
+
+    if (shang == 0 && dhang == 0) {  /* this should be treated by an
+                                        aligned operation, not by
+                                        this general rasterop! */
+        sleftshift = 0;
+        srightshift = 0;
+        srightmask = rmask32[0];
+    } else {
+        if (dhang > shang)
+            sleftshift = dhang - shang;
+        else
+            sleftshift = 32 - (shang - dhang);
+        srightshift = 32 - sleftshift;
+        srightmask = rmask32[sleftshift];
+    }
+
+        /* is the first dest word partial? */
+    dfwmask = 0;
+    if ((dx & 31) == 0) {  /* if not */
+        dfwpartb = 0;
+        dfwbits = 0;
+    } else {  /* if so */
+        dfwpartb = 1;
+        dfwbits = 32 - (dx & 31);
+        dfwmask = rmask32[dfwbits];
+        pdfwpart = datad + dwpl * dy + (dx >> 5);
+        psfwpart = datas + swpl * sy + (sx >> 5);
+        sfwbits = 32 - (sx & 31);
+        if (dfwbits > sfwbits) {
+            sfwshiftdir = SHIFT_LEFT;  /* and shift by sleftshift */
+            if (dw < shang)
+                sfwaddb = 0;
+            else
+                sfwaddb = 1;   /* and rshift in next src word by srightshift */
+        } else {
+            sfwshiftdir = SHIFT_RIGHT;  /* and shift by srightshift */
+        }
+    }
+
+        /* is the first dest word doubly partial? */
+    if (dw >= dfwbits) {  /* if not */
+        dfwpart2b = 0;
+    } else {  /* if so */
+        dfwpart2b = 1;
+        dfwmask &= lmask32[32 - dfwbits + dw];
+    }
+
+        /* is there a full dest word? */
+    if (dfwpart2b == 1) {  /* not */
+        dfwfullb = 0;
+        dnfullw = 0;
+    } else {
+        dnfullw = (dw - dfwbits) >> 5;
+        if (dnfullw == 0) {  /* if not */
+            dfwfullb = 0;
+        } else {  /* if so */
+            dfwfullb = 1;
+            pdfwfull = datad + dwpl * dy + ((dx + dhang) >> 5);
+            psfwfull = datas + swpl * sy + ((sx + dhang) >> 5); /* yes, dhang */
+        }
+    }
+
+        /* is the last dest word partial? */
+    dlwbits = (dx + dw) & 31;
+    if (dfwpart2b == 1 || dlwbits == 0) {  /* if not */
+        dlwpartb = 0;
+    } else {
+        dlwpartb = 1;
+        dlwmask = lmask32[dlwbits];
+        pdlwpart = datad + dwpl * dy + ((dx + dhang) >> 5) + dnfullw;
+        pslwpart = datas + swpl * sy + ((sx + dhang) >> 5) + dnfullw;
+        if (dlwbits <= srightshift)   /* must be <= here !!! */
+            slwaddb = 0;  /* we got enough bits from current src word */
+        else
+            slwaddb = 1;   /* must rshift in next src word by srightshift */
+    }
+
+
+    /*--------------------------------------------------------*
+     *            Now we're ready to do the ops               *
+     *--------------------------------------------------------*/
+    switch (op)
+    {
+    case PIX_SRC:
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart, sword, dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) = sword;
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart, sword, dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case PIX_NOT(PIX_SRC):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart, ~sword, dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) = ~sword;
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart, ~sword, dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC | PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 (sword | *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) |= sword;
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               (sword | *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC & PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 (sword & *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) &= sword;
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               (sword & *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC ^ PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 (sword ^ *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) ^= sword;
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               (sword ^ *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC) | PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 (~sword | *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) |= ~sword;
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               (~sword | *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC) & PIX_DST):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 (~sword & *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) &= ~sword;
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               (~sword & *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC | PIX_NOT(PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 (sword | ~(*pdfwpart)), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) = sword | ~(*(pdfwfull + j));
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               (sword | ~(*pdlwpart)), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_SRC & PIX_NOT(PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 (sword & ~(*pdfwpart)), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) = sword & ~(*(pdfwfull + j));
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               (sword & ~(*pdlwpart)), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC | PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 ~(sword | *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) = ~(sword | *(pdfwfull + j));
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               ~(sword | *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    case (PIX_NOT(PIX_SRC & PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 ~(sword & *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) = ~(sword & *(pdfwfull + j));
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               ~(sword & *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+        /* this is three cases: ~(s ^ d), ~s ^ d, s ^ ~d  */
+    case (PIX_NOT(PIX_SRC ^ PIX_DST)):
+            /* do the first partial word */
+        if (dfwpartb) {
+            for (i = 0; i < dh; i++)
+            {
+                if (sfwshiftdir == SHIFT_LEFT) {
+                    sword = *psfwpart << sleftshift;
+                    if (sfwaddb)
+                        sword = COMBINE_PARTIAL(sword,
+                                      *(psfwpart + 1) >> srightshift,
+                                       srightmask);
+                } else {  /* shift right */
+                    sword = *psfwpart >> srightshift;
+                }
+
+                *pdfwpart = COMBINE_PARTIAL(*pdfwpart,
+                                 ~(sword ^ *pdfwpart), dfwmask);
+                pdfwpart += dwpl;
+                psfwpart += swpl;
+            }
+        }
+
+            /* do the full words */
+        if (dfwfullb) {
+            for (i = 0; i < dh; i++) {
+                for (j = 0; j < dnfullw; j++) {
+                    sword = COMBINE_PARTIAL(*(psfwfull + j) << sleftshift,
+                                   *(psfwfull + j + 1) >> srightshift,
+                                   srightmask);
+                    *(pdfwfull + j) = ~(sword ^ *(pdfwfull + j));
+                }
+                pdfwfull += dwpl;
+                psfwfull += swpl;
+            }
+        }
+
+            /* do the last partial word */
+        if (dlwpartb) {
+            for (i = 0; i < dh; i++) {
+                sword = *pslwpart << sleftshift;
+                if (slwaddb)
+                    sword = COMBINE_PARTIAL(sword,
+                                  *(pslwpart + 1) >> srightshift,
+                                  srightmask);
+
+                *pdlwpart = COMBINE_PARTIAL(*pdlwpart,
+                               ~(sword ^ *pdlwpart), dlwmask);
+                pdlwpart += dwpl;
+                pslwpart += swpl;
+            }
+        }
+        break;
+    default:
+        fprintf(stderr, "Operation %x invalid\n", op);
+    }
+}
+
+
+/*--------------------------------------------------------------------*
+ *        Low level in-place full height vertical block transfer      *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropVipLow()
+ *
+ * \param[in]    data   ptr to image data
+ * \param[in]    pixw   width
+ * \param[in]    pixh   height
+ * \param[in]    depth  depth
+ * \param[in]    wpl    wpl
+ * \param[in]    x      x val of UL corner of rectangle
+ * \param[in]    w      width of rectangle
+ * \param[in]    shift  + shifts data downward in vertical column
+ * \return  0 if OK; 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This clears the pixels that are left exposed after the
+ *          translation.  You can consider them as pixels that are
+ *          shifted in from outside the image.  This can be later
+ *          overridden by the incolor parameter in higher-level functions
+ *          that call this.  For example, for images with depth > 1,
+ *          these pixels are cleared to black; to be white they
+ *          must later be SET to white.  See, e.g., pixRasteropVip().
+ *      (2) This function scales the width to accommodate any depth,
+ *          performs clipping, and then does the in-place rasterop.
+ * 

+ */
+void
+rasteropVipLow(l_uint32  *data,
+               l_int32    pixw,
+               l_int32    pixh,
+               l_int32    depth,
+               l_int32    wpl,
+               l_int32    x,
+               l_int32    w,
+               l_int32    shift)
+{
+l_int32    fwpartb;    /* boolean (1, 0) if first word is partial */
+l_int32    fwpart2b;   /* boolean (1, 0) if first word is doubly partial */
+l_uint32   fwmask;     /* mask for first partial word */
+l_int32    fwbits;     /* first word bits in ovrhang */
+l_uint32  *pdfwpart;   /* ptr to first partial dest word */
+l_uint32  *psfwpart;   /* ptr to first partial src word */
+l_int32    fwfullb;    /* boolean (1, 0) if there exists a full word */
+l_int32    nfullw;     /* number of full words */
+l_uint32  *pdfwfull;   /* ptr to first full dest word */
+l_uint32  *psfwfull;   /* ptr to first full src word */
+l_int32    lwpartb;    /* boolean (1, 0) if last word is partial */
+l_uint32   lwmask;     /* mask for last partial word */
+l_int32    lwbits;     /* last word bits in ovrhang */
+l_uint32  *pdlwpart;   /* ptr to last partial dest word */
+l_uint32  *pslwpart;   /* ptr to last partial src word */
+l_int32    dirwpl;     /* directed wpl (-wpl * sign(shift)) */
+l_int32    absshift;   /* absolute value of shift; for use in iterator */
+l_int32    vlimit;     /* vertical limit value for iterations */
+l_int32    i, j;
+
+
+   /*--------------------------------------------------------*
+    *            Scale horizontal dimensions by depth        *
+    *--------------------------------------------------------*/
+    if (depth != 1) {
+        pixw *= depth;
+        x *= depth;
+        w *= depth;
+    }
+
+
+   /*--------------------------------------------------------*
+    *                   Clip horizontally                    *
+    *--------------------------------------------------------*/
+    if (x < 0) {
+        w += x;    /* reduce w */
+        x = 0;     /* clip to x = 0 */
+    }
+    if (x >= pixw || w <= 0)  /* no part of vertical slice is in the image */
+        return;
+
+    if (x + w > pixw)
+        w = pixw - x;   /* clip to x + w = pixw */
+
+    /*--------------------------------------------------------*
+     *                Preliminary calculations                *
+     *--------------------------------------------------------*/
+        /* is the first word partial? */
+    if ((x & 31) == 0) {  /* if not */
+        fwpartb = 0;
+        fwbits = 0;
+    } else {  /* if so */
+        fwpartb = 1;
+        fwbits = 32 - (x & 31);
+        fwmask = rmask32[fwbits];
+        if (shift >= 0) { /* go up from bottom */
+            pdfwpart = data + wpl * (pixh - 1) + (x >> 5);
+            psfwpart = data + wpl * (pixh - 1 - shift) + (x >> 5);
+        } else {  /* go down from top */
+            pdfwpart = data + (x >> 5);
+            psfwpart = data - wpl * shift + (x >> 5);
+        }
+    }
+
+        /* is the first word doubly partial? */
+    if (w >= fwbits) {  /* if not */
+        fwpart2b = 0;
+    } else {  /* if so */
+        fwpart2b = 1;
+        fwmask &= lmask32[32 - fwbits + w];
+    }
+
+        /* is there a full dest word? */
+    if (fwpart2b == 1) {  /* not */
+        fwfullb = 0;
+        nfullw = 0;
+    } else {
+        nfullw = (w - fwbits) >> 5;
+        if (nfullw == 0) {  /* if not */
+            fwfullb = 0;
+        } else {  /* if so */
+            fwfullb = 1;
+            if (fwpartb) {
+                pdfwfull = pdfwpart + 1;
+                psfwfull = psfwpart + 1;
+            } else if (shift >= 0) { /* go up from bottom */
+                pdfwfull = data + wpl * (pixh - 1) + (x >> 5);
+                psfwfull = data + wpl * (pixh - 1 - shift) + (x >> 5);
+            } else {  /* go down from top */
+                pdfwfull = data + (x >> 5);
+                psfwfull = data - wpl * shift + (x >> 5);
+            }
+        }
+    }
+
+        /* is the last word partial? */
+    lwbits = (x + w) & 31;
+    if (fwpart2b == 1 || lwbits == 0) {  /* if not */
+        lwpartb = 0;
+    } else {
+        lwpartb = 1;
+        lwmask = lmask32[lwbits];
+        if (fwpartb) {
+            pdlwpart = pdfwpart + 1 + nfullw;
+            pslwpart = psfwpart + 1 + nfullw;
+        } else if (shift >= 0) { /* go up from bottom */
+            pdlwpart = data + wpl * (pixh - 1) + (x >> 5) + nfullw;
+            pslwpart = data + wpl * (pixh - 1 - shift) + (x >> 5) + nfullw;
+        } else {  /* go down from top */
+            pdlwpart = data + (x >> 5) + nfullw;
+            pslwpart = data - wpl * shift + (x >> 5) + nfullw;
+        }
+    }
+
+        /* determine the direction of flow from the shift
+         * If the shift >= 0, data flows downard from src
+         * to dest, starting at the bottom and working up.
+         * If shift < 0, data flows upward from src to
+         * dest, starting at the top and working down. */
+    dirwpl = (shift >= 0) ? -wpl : wpl;
+    absshift = L_ABS(shift);
+    vlimit = L_MAX(0, pixh - absshift);
+
+
+    /*--------------------------------------------------------*
+     *            Now we're ready to do the ops               *
+     *--------------------------------------------------------*/
+
+        /* Do the first partial word */
+    if (fwpartb) {
+        for (i = 0; i < vlimit; i++) {
+            *pdfwpart = COMBINE_PARTIAL(*pdfwpart, *psfwpart, fwmask);
+            pdfwpart += dirwpl;
+            psfwpart += dirwpl;
+        }
+
+            /* Clear the incoming pixels */
+        for (i = vlimit; i < pixh; i++) {
+            *pdfwpart = COMBINE_PARTIAL(*pdfwpart, 0x0, fwmask);
+            pdfwpart += dirwpl;
+        }
+    }
+
+        /* Do the full words */
+    if (fwfullb) {
+        for (i = 0; i < vlimit; i++) {
+            for (j = 0; j < nfullw; j++)
+                *(pdfwfull + j) = *(psfwfull + j);
+            pdfwfull += dirwpl;
+            psfwfull += dirwpl;
+        }
+
+            /* Clear the incoming pixels */
+        for (i = vlimit; i < pixh; i++) {
+            for (j = 0; j < nfullw; j++)
+                *(pdfwfull + j) = 0x0;
+            pdfwfull += dirwpl;
+        }
+    }
+
+        /* Do the last partial word */
+    if (lwpartb) {
+        for (i = 0; i < vlimit; i++) {
+            *pdlwpart = COMBINE_PARTIAL(*pdlwpart, *pslwpart, lwmask);
+            pdlwpart += dirwpl;
+            pslwpart += dirwpl;
+        }
+
+            /* Clear the incoming pixels */
+        for (i = vlimit; i < pixh; i++) {
+            *pdlwpart = COMBINE_PARTIAL(*pdlwpart, 0x0, lwmask);
+            pdlwpart += dirwpl;
+        }
+    }
+}
+
+
+
+/*--------------------------------------------------------------------*
+ *       Low level in-place full width horizontal block transfer      *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   rasteropHipLow()
+ *
+ * \param[in]    data   ptr to image data
+ * \param[in]    pixh   height
+ * \param[in]    depth  depth
+ * \param[in]    wpl    wpl
+ * \param[in]    y      y val of UL corner of rectangle
+ * \param[in]    h      height of rectangle
+ * \param[in]    shift  + shifts data to the left in a horizontal column
+ * \return  0 if OK; 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This clears the pixels that are left exposed after the rasterop.
+ *          Therefore, for Pix with depth > 1, these pixels become black,
+ *          and must be subsequently SET if they are to be white.
+ *          For example, see pixRasteropHip().
+ *      (2) This function performs clipping and calls shiftDataHorizontalLow()
+ *          to do the in-place rasterop on each line.
+ * 

+ */
+void
+rasteropHipLow(l_uint32  *data,
+               l_int32    pixh,
+               l_int32    depth,
+               l_int32    wpl,
+               l_int32    y,
+               l_int32    h,
+               l_int32    shift)
+{
+l_int32    i;
+l_uint32  *line;
+
+        /* clip band if necessary */
+    if (y < 0) {
+        h += y;  /* reduce h */
+        y = 0;   /* clip to y = 0 */
+    }
+    if (h <= 0 || y > pixh)  /* no part of horizontal slice is in the image */
+        return;
+
+    if (y + h > pixh)
+        h = pixh - y;   /* clip to y + h = pixh */
+
+    for (i = y; i < y + h; i++) {
+        line = data + i * wpl;
+        shiftDataHorizontalLow(line, wpl, line, wpl, shift * depth);
+    }
+}
+
+
+/*!
+ * \brief   shiftDataHorizontalLow()
+ *
+ * \param[in]    datad  ptr to beginning of dest line
+ * \param[in]    wpld   wpl of dest
+ * \param[in]    datas  ptr to beginning of src line
+ * \param[in]    wpls   wpl of src
+ * \param[in]    shift  horizontal shift of block; >0 is to right
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) This can also be used for in-place operation; see, e.g.,
+ *          rasteropHipLow().
+ *      (2) We are clearing the pixels that are shifted in from
+ *          outside the image.  This can be overridden by the
+ *          incolor parameter in higher-level functions that call this.
+ * 

+ */
+static void
+shiftDataHorizontalLow(l_uint32  *datad,
+                       l_int32    wpld,
+                       l_uint32  *datas,
+                       l_int32    wpls,
+                       l_int32    shift)
+{
+l_int32    j, firstdw, wpl, rshift, lshift;
+l_uint32  *lined, *lines;
+
+    lined = datad;
+    lines = datas;
+
+    if (shift >= 0) {   /* src shift to right; data flows to
+                         * right, starting at right edge and
+                         * progressing leftward. */
+        firstdw = shift / 32;
+        wpl = L_MIN(wpls, wpld - firstdw);
+        lined += firstdw + wpl - 1;
+        lines += wpl - 1;
+        rshift = shift & 31;
+        if (rshift == 0) {
+            for (j = 0; j < wpl; j++)
+                *lined-- = *lines--;
+
+                /* clear out the rest to the left edge */
+            for (j = 0; j < firstdw; j++)
+                *lined-- = 0;
+        } else {
+            lshift = 32 - rshift;
+            for (j = 1; j < wpl; j++) {
+                *lined-- = *(lines - 1) << lshift | *lines >> rshift;
+                lines--;
+            }
+            *lined = *lines >> rshift;  /* partial first */
+
+                /* clear out the rest to the left edge */
+            *lined &= ~lmask32[rshift];
+            lined--;
+            for (j = 0; j < firstdw; j++)
+                *lined-- = 0;
+        }
+    } else {  /* src shift to left; data flows to left, starting
+             * at left edge and progressing rightward. */
+        firstdw = (-shift) / 32;
+        wpl = L_MIN(wpls - firstdw, wpld);
+        lines += firstdw;
+        lshift = (-shift) & 31;
+        if (lshift == 0) {
+            for (j = 0; j < wpl; j++)
+                *lined++ = *lines++;
+
+                /* clear out the rest to the right edge */
+            for (j = 0; j < firstdw; j++)
+                *lined++ = 0;
+        } else {
+            rshift = 32 - lshift;
+            for (j = 1; j < wpl; j++) {
+                *lined++ = *lines << lshift | *(lines + 1) >> rshift;
+                lines++;
+            }
+            *lined = *lines << lshift;  /* partial last */
+
+                /* clear out the rest to the right edge */
+                /* first clear the lshift pixels of this partial word */
+            *lined &= ~rmask32[lshift];
+            lined++;
+                /* then the remaining words to the right edge */
+            for (j = 0; j < firstdw; j++)
+                *lined++ = 0;
+        }
+    }
+}
diff --git a/3rdparty/hgOCR/leptonica/rotate.c b/3rdparty/hgOCR/leptonica/rotate.c
new file mode 100644
index 00000000..c9aed99e
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rotate.c
@@ -0,0 +1,596 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file rotate.c
+ * 
+ *
+ *     General rotation about image center
+ *              PIX     *pixRotate()
+ *              PIX     *pixEmbedForRotation()
+ *
+ *     General rotation by sampling
+ *              PIX     *pixRotateBySampling()
+ *
+ *     Nice (slow) rotation of 1 bpp image
+ *              PIX     *pixRotateBinaryNice()
+ *
+ *     Rotation including alpha (blend) component
+ *              PIX     *pixRotateWithAlpha()
+ *
+ *     Rotations are measured in radians; clockwise is positive.
+ *
+ *     The general rotation pixRotate() does the best job for
+ *     rotating about the image center.  For 1 bpp, it uses shear;
+ *     for others, it uses either shear or area mapping.
+ *     If requested, it expands the output image so that no pixels are lost
+ *     in the rotation, and this can be done on multiple successive shears
+ *     without expanding beyond the maximum necessary size.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+extern l_float32  AlphaMaskBorderVals[2];
+static const l_float32  MinAngleToRotate = 0.001;  /* radians; ~0.06 deg */
+static const l_float32  Max1BppShearAngle = 0.06;  /* radians; ~3 deg    */
+static const l_float32  LimitShearAngle = 0.35;    /* radians; ~20 deg   */
+
+
+/*------------------------------------------------------------------*
+ *                  General rotation about the center               *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotate()
+ *
+ * \param[in]    pixs     1, 2, 4, 8, 32 bpp rgb
+ * \param[in]    angle    radians; clockwise is positive
+ * \param[in]    type     L_ROTATE_AREA_MAP, L_ROTATE_SHEAR, L_ROTATE_SAMPLING
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \param[in]    width    original width; use 0 to avoid embedding
+ * \param[in]    height   original height; use 0 to avoid embedding
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a high-level, simple interface for rotating images
+ *          about their center.
+ *      (2) For very small rotations, just return a clone.
+ *      (3) Rotation brings either white or black pixels in
+ *          from outside the image.
+ *      (4) The rotation type is adjusted if necessary for the image
+ *          depth and size of rotation angle.  For 1 bpp images, we
+ *          rotate either by shear or sampling.
+ *      (5) Colormaps are removed for rotation by area mapping.
+ *      (6) The dest can be expanded so that no image pixels
+ *          are lost.  To invoke expansion, input the original
+ *          width and height.  For repeated rotation, use of the
+ *          original width and height allows the expansion to
+ *          stop at the maximum required size, which is a square
+ *          with side = sqrt(w*w + h*h).
+ * 

+ */
+PIX *
+pixRotate(PIX       *pixs,
+          l_float32  angle,
+          l_int32    type,
+          l_int32    incolor,
+          l_int32    width,
+          l_int32    height)
+{
+l_int32    w, h, d;
+l_uint32   fillval;
+PIX       *pix1, *pix2, *pix3, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixRotate");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (type != L_ROTATE_SHEAR && type != L_ROTATE_AREA_MAP &&
+        type != L_ROTATE_SAMPLING)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+        /* Adjust rotation type if necessary:
+         *  - If d == 1 bpp and the angle is more than about 6 degrees,
+         *    rotate by sampling; otherwise rotate by shear.
+         *  - If d > 1, only allow shear rotation up to about 20 degrees;
+         *    beyond that, default a shear request to sampling. */
+    if (pixGetDepth(pixs) == 1) {
+        if (L_ABS(angle) > Max1BppShearAngle) {
+            if (type != L_ROTATE_SAMPLING)
+                L_INFO("1 bpp, large angle; rotate by sampling\n", procName);
+            type = L_ROTATE_SAMPLING;
+        } else if (type != L_ROTATE_SHEAR) {
+            L_INFO("1 bpp; rotate by shear\n", procName);
+            type = L_ROTATE_SHEAR;
+        }
+    } else if (L_ABS(angle) > LimitShearAngle && type == L_ROTATE_SHEAR) {
+        L_INFO("large angle; rotate by sampling\n", procName);
+        type = L_ROTATE_SAMPLING;
+    }
+
+        /* Remove colormap if we rotate by area mapping. */
+    cmap = pixGetColormap(pixs);
+    if (cmap && type == L_ROTATE_AREA_MAP)
+        pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pix1 = pixClone(pixs);
+    cmap = pixGetColormap(pix1);
+
+        /* Otherwise, if there is a colormap and we're not embedding,
+         * add white color if it doesn't exist. */
+    if (cmap && width == 0) {  /* no embedding; generate %incolor */
+        if (incolor == L_BRING_IN_BLACK)
+            pixcmapAddBlackOrWhite(cmap, 0, NULL);
+        else  /* L_BRING_IN_WHITE */
+            pixcmapAddBlackOrWhite(cmap, 1, NULL);
+    }
+
+        /* Request to embed in a larger image; do if necessary */
+    pix2 = pixEmbedForRotation(pix1, angle, incolor, width, height);
+
+        /* Area mapping requires 8 or 32 bpp.  If less than 8 bpp and
+         * area map rotation is requested, convert to 8 bpp. */
+    d = pixGetDepth(pix2);
+    if (type == L_ROTATE_AREA_MAP && d < 8)
+        pix3 = pixConvertTo8(pix2, FALSE);
+    else
+        pix3 = pixClone(pix2);
+
+        /* Do the rotation: shear, sampling or area mapping */
+    pixGetDimensions(pix3, &w, &h, &d);
+    if (type == L_ROTATE_SHEAR) {
+        pixd = pixRotateShearCenter(pix3, angle, incolor);
+    } else if (type == L_ROTATE_SAMPLING) {
+        pixd = pixRotateBySampling(pix3, w / 2, h / 2, angle, incolor);
+    } else {  /* rotate by area mapping */
+        fillval = 0;
+        if (incolor == L_BRING_IN_WHITE) {
+            if (d == 8)
+                fillval = 255;
+            else  /* d == 32 */
+                fillval = 0xffffff00;
+        }
+        if (d == 8)
+            pixd = pixRotateAMGray(pix3, angle, fillval);
+        else  /* d == 32 */
+            pixd = pixRotateAMColor(pix3, angle, fillval);
+    }
+
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    pixDestroy(&pix3);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixEmbedForRotation()
+ *
+ * \param[in]    pixs      1, 2, 4, 8, 32 bpp rgb
+ * \param[in]    angle     radians; clockwise is positive
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \param[in]    width     original width; use 0 to avoid embedding
+ * \param[in]    height    original height; use 0 to avoid embedding
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For very small rotations, just return a clone.
+ *      (2) Generate larger image to embed pixs if necessary, and
+ *          place the center of the input image in the center.
+ *      (3) Rotation brings either white or black pixels in
+ *          from outside the image.  For colormapped images where
+ *          there is no white or black, a new color is added if
+ *          possible for these pixels; otherwise, either the
+ *          lightest or darkest color is used.  In most cases,
+ *          the colormap will be removed prior to rotation.
+ *      (4) The dest is to be expanded so that no image pixels
+ *          are lost after rotation.  Input of the original width
+ *          and height allows the expansion to stop at the maximum
+ *          required size, which is a square with side equal to
+ *          sqrt(w*w + h*h).
+ *      (5) For an arbitrary angle, the expansion can be found by
+ *          considering the UL and UR corners.  As the image is
+ *          rotated, these move in an arc centered at the center of
+ *          the image.  Normalize to a unit circle by dividing by half
+ *          the image diagonal.  After a rotation of T radians, the UL
+ *          and UR corners are at points T radians along the unit
+ *          circle.  Compute the x and y coordinates of both these
+ *          points and take the max of absolute values; these represent
+ *          the half width and half height of the containing rectangle.
+ *          The arithmetic is done using formulas for sin(a+b) and cos(a+b),
+ *          where b = T.  For the UR corner, sin(a) = h/d and cos(a) = w/d.
+ *          For the UL corner, replace a by (pi - a), and you have
+ *          sin(pi - a) = h/d, cos(pi - a) = -w/d.  The equations
+ *          given below follow directly.
+ * 

+ */
+PIX *
+pixEmbedForRotation(PIX       *pixs,
+                    l_float32  angle,
+                    l_int32    incolor,
+                    l_int32    width,
+                    l_int32    height)
+{
+l_int32    w, h, d, w1, h1, w2, h2, maxside, wnew, hnew, xoff, yoff, setcolor;
+l_float64  sina, cosa, fw, fh;
+PIX       *pixd;
+
+    PROCNAME("pixEmbedForRotation");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+        /* Test if big enough to hold any rotation of the original image */
+    pixGetDimensions(pixs, &w, &h, &d);
+    maxside = (l_int32)(sqrt((l_float64)(width * width) +
+                             (l_float64)(height * height)) + 0.5);
+    if (w >= maxside && h >= maxside)  /* big enough */
+        return pixClone(pixs);
+
+        /* Find the new sizes required to hold the image after rotation.
+         * Note that the new dimensions must be at least as large as those
+         * of pixs, because we're rasterop-ing into it before rotation. */
+    cosa = cos(angle);
+    sina = sin(angle);
+    fw = (l_float64)w;
+    fh = (l_float64)h;
+    w1 = (l_int32)(L_ABS(fw * cosa - fh * sina) + 0.5);
+    w2 = (l_int32)(L_ABS(-fw * cosa - fh * sina) + 0.5);
+    h1 = (l_int32)(L_ABS(fw * sina + fh * cosa) + 0.5);
+    h2 = (l_int32)(L_ABS(-fw * sina + fh * cosa) + 0.5);
+    wnew = L_MAX(w, L_MAX(w1, w2));
+    hnew = L_MAX(h, L_MAX(h1, h2));
+
+    if ((pixd = pixCreate(wnew, hnew, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyColormap(pixd, pixs);
+    pixCopySpp(pixd, pixs);
+    pixCopyText(pixd, pixs);
+    xoff = (wnew - w) / 2;
+    yoff = (hnew - h) / 2;
+
+        /* Set background to color to be rotated in */
+    setcolor = (incolor == L_BRING_IN_BLACK) ? L_SET_BLACK : L_SET_WHITE;
+    pixSetBlackOrWhite(pixd, setcolor);
+
+        /* Rasterop automatically handles all 4 channels for rgba */
+    pixRasterop(pixd, xoff, yoff, w, h, PIX_SRC, pixs, 0, 0);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                    General rotation by sampling                  *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateBySampling()
+ *
+ * \param[in]    pixs     1, 2, 4, 8, 16, 32 bpp rgb; can be cmapped
+ * \param[in]    xcen     x value of center of rotation
+ * \param[in]    ycen     y value of center of rotation
+ * \param[in]    angle    radians; clockwise is positive
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For very small rotations, just return a clone.
+ *      (2) Rotation brings either white or black pixels in
+ *          from outside the image.
+ *      (3) Colormaps are retained.
+ * 

+ */
+PIX *
+pixRotateBySampling(PIX       *pixs,
+                    l_int32    xcen,
+                    l_int32    ycen,
+                    l_float32  angle,
+                    l_int32    incolor)
+{
+l_int32    w, h, d, i, j, x, y, xdif, ydif, wm1, hm1, wpld;
+l_uint32   val;
+l_float32  sina, cosa;
+l_uint32  *datad, *lined;
+void     **lines;
+PIX       *pixd;
+
+    PROCNAME("pixRotateBySampling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("invalid depth", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+    if ((pixd = pixCreateTemplateNoInit(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixSetBlackOrWhite(pixd, incolor);
+
+    sina = sin(angle);
+    cosa = cos(angle);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    wm1 = w - 1;
+    hm1 = h - 1;
+    lines = pixGetLinePtrs(pixs, NULL);
+
+        /* Treat 1 bpp case specially */
+    if (d == 1) {
+        for (i = 0; i < h; i++) {  /* scan over pixd */
+            lined = datad + i * wpld;
+            ydif = ycen - i;
+            for (j = 0; j < w; j++) {
+                xdif = xcen - j;
+                x = xcen + (l_int32)(-xdif * cosa - ydif * sina);
+                if (x < 0 || x > wm1) continue;
+                y = ycen + (l_int32)(-ydif * cosa + xdif * sina);
+                if (y < 0 || y > hm1) continue;
+                if (incolor == L_BRING_IN_WHITE) {
+                    if (GET_DATA_BIT(lines[y], x))
+                        SET_DATA_BIT(lined, j);
+                } else {
+                    if (!GET_DATA_BIT(lines[y], x))
+                        CLEAR_DATA_BIT(lined, j);
+                }
+            }
+        }
+        LEPT_FREE(lines);
+        return pixd;
+    }
+
+    for (i = 0; i < h; i++) {  /* scan over pixd */
+        lined = datad + i * wpld;
+        ydif = ycen - i;
+        for (j = 0; j < w; j++) {
+            xdif = xcen - j;
+            x = xcen + (l_int32)(-xdif * cosa - ydif * sina);
+            if (x < 0 || x > wm1) continue;
+            y = ycen + (l_int32)(-ydif * cosa + xdif * sina);
+            if (y < 0 || y > hm1) continue;
+            switch (d)
+            {
+            case 8:
+                val = GET_DATA_BYTE(lines[y], x);
+                SET_DATA_BYTE(lined, j, val);
+                break;
+            case 32:
+                val = GET_DATA_FOUR_BYTES(lines[y], x);
+                SET_DATA_FOUR_BYTES(lined, j, val);
+                break;
+            case 2:
+                val = GET_DATA_DIBIT(lines[y], x);
+                SET_DATA_DIBIT(lined, j, val);
+                break;
+            case 4:
+                val = GET_DATA_QBIT(lines[y], x);
+                SET_DATA_QBIT(lined, j, val);
+                break;
+            case 16:
+                val = GET_DATA_TWO_BYTES(lines[y], x);
+                SET_DATA_TWO_BYTES(lined, j, val);
+                break;
+            default:
+                return (PIX *)ERROR_PTR("invalid depth", procName, NULL);
+            }
+        }
+    }
+
+    LEPT_FREE(lines);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                 Nice (slow) rotation of 1 bpp image              *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateBinaryNice()
+ *
+ * \param[in]    pixs     1 bpp
+ * \param[in]    angle    radians; clockwise is positive; about the center
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For very small rotations, just return a clone.
+ *      (2) This does a computationally expensive rotation of 1 bpp images.
+ *          The fastest rotators (using shears or subsampling) leave
+ *          visible horizontal and vertical shear lines across which
+ *          the image shear changes by one pixel.  To ameliorate the
+ *          visual effect one can introduce random dithering.  One
+ *          way to do this in a not-too-random fashion is given here.
+ *          We convert to 8 bpp, do a very small blur, rotate using
+ *          linear interpolation (same as area mapping), do a
+ *          small amount of sharpening to compensate for the initial
+ *          blur, and threshold back to binary.  The shear lines
+ *          are magically removed.
+ *      (3) This operation is about 5x slower than rotation by sampling.
+ * 

+ */
+PIX *
+pixRotateBinaryNice(PIX       *pixs,
+                    l_float32  angle,
+                    l_int32    incolor)
+{
+PIX  *pix1, *pix2, *pix3, *pix4, *pixd;
+
+    PROCNAME("pixRotateBinaryNice");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+
+    pix1 = pixConvertTo8(pixs, 0);
+    pix2 = pixBlockconv(pix1, 1, 1);  /* smallest blur allowed */
+    pix3 = pixRotateAM(pix2, angle, incolor);
+    pix4 = pixUnsharpMasking(pix3, 1, 1.0);  /* sharpen a bit */
+    pixd = pixThresholdToBinary(pix4, 128);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    pixDestroy(&pix3);
+    pixDestroy(&pix4);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *             Rotation including alpha (blend) component           *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateWithAlpha()
+ *
+ * \param[in]    pixs     32 bpp rgb or cmapped
+ * \param[in]    angle    radians; clockwise is positive
+ * \param[in]    pixg     [optional] 8 bpp, can be null
+ * \param[in]    fract    between 0.0 and 1.0, with 0.0 fully transparent
+ *                        and 1.0 fully opaque
+ * \return  pixd 32 bpp rgba, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The alpha channel is transformed separately from pixs,
+ *          and aligns with it, being fully transparent outside the
+ *          boundary of the transformed pixs.  For pixels that are fully
+ *          transparent, a blending function like pixBlendWithGrayMask()
+ *          will give zero weight to corresponding pixels in pixs.
+ *      (2) Rotation is about the center of the image; for very small
+ *          rotations, just return a clone.  The dest is automatically
+ *          expanded so that no image pixels are lost.
+ *      (3) Rotation is by area mapping.  It doesn't matter what
+ *          color is brought in because the alpha channel will
+ *          be transparent (black) there.
+ *      (4) If pixg is NULL, it is generated as an alpha layer that is
+ *          partially opaque, using %fract.  Otherwise, it is cropped
+ *          to pixs if required and %fract is ignored.  The alpha
+ *          channel in pixs is never used.
+ *      (4) Colormaps are removed to 32 bpp.
+ *      (5) The default setting for the border values in the alpha channel
+ *          is 0 (transparent) for the outermost ring of pixels and
+ *          (0.5 * fract * 255) for the second ring.  When blended over
+ *          a second image, this
+ *          (a) shrinks the visible image to make a clean overlap edge
+ *              with an image below, and
+ *          (b) softens the edges by weakening the aliasing there.
+ *          Use l_setAlphaMaskBorder() to change these values.
+ *      (6) A subtle use of gamma correction is to remove gamma correction
+ *          before rotation and restore it afterwards.  This is done
+ *          by sandwiching this function between a gamma/inverse-gamma
+ *          photometric transform:
+ *              pixt = pixGammaTRCWithAlpha(NULL, pixs, 1.0 / gamma, 0, 255);
+ *              pixd = pixRotateWithAlpha(pixt, angle, NULL, fract);
+ *              pixGammaTRCWithAlpha(pixd, pixd, gamma, 0, 255);
+ *              pixDestroy(&pixt);
+ *          This has the side-effect of producing artifacts in the very
+ *          dark regions.
+ * 

+ */
+PIX *
+pixRotateWithAlpha(PIX       *pixs,
+                   l_float32  angle,
+                   PIX       *pixg,
+                   l_float32  fract)
+{
+l_int32  ws, hs, d, spp;
+PIX     *pixd, *pix32, *pixg2, *pixgr;
+
+    PROCNAME("pixRotateWithAlpha");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    if (d != 32 && pixGetColormap(pixs) == NULL)
+        return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL);
+    if (pixg && pixGetDepth(pixg) != 8) {
+        L_WARNING("pixg not 8 bpp; using 'fract' transparent alpha\n",
+                  procName);
+        pixg = NULL;
+    }
+    if (!pixg && (fract < 0.0 || fract > 1.0)) {
+        L_WARNING("invalid fract; using fully opaque\n", procName);
+        fract = 1.0;
+    }
+    if (!pixg && fract == 0.0)
+        L_WARNING("transparent alpha; image will not be blended\n", procName);
+
+        /* Make sure input to rotation is 32 bpp rgb, and rotate it */
+    if (d != 32)
+        pix32 = pixConvertTo32(pixs);
+    else
+        pix32 = pixClone(pixs);
+    spp = pixGetSpp(pix32);
+    pixSetSpp(pix32, 3);  /* ignore the alpha channel for the rotation */
+    pixd = pixRotate(pix32, angle, L_ROTATE_AREA_MAP, L_BRING_IN_WHITE, ws, hs);
+    pixSetSpp(pix32, spp);  /* restore initial value in case it's a clone */
+    pixDestroy(&pix32);
+
+        /* Set up alpha layer with a fading border and rotate it */
+    if (!pixg) {
+        pixg2 = pixCreate(ws, hs, 8);
+        if (fract == 1.0)
+            pixSetAll(pixg2);
+        else if (fract > 0.0)
+            pixSetAllArbitrary(pixg2, (l_int32)(255.0 * fract));
+    } else {
+        pixg2 = pixResizeToMatch(pixg, NULL, ws, hs);
+    }
+    if (ws > 10 && hs > 10) {  /* see note 8 */
+        pixSetBorderRingVal(pixg2, 1,
+                            (l_int32)(255.0 * fract * AlphaMaskBorderVals[0]));
+        pixSetBorderRingVal(pixg2, 2,
+                            (l_int32)(255.0 * fract * AlphaMaskBorderVals[1]));
+    }
+    pixgr = pixRotate(pixg2, angle, L_ROTATE_AREA_MAP,
+                      L_BRING_IN_BLACK, ws, hs);
+
+        /* Combine into a 4 spp result */
+    pixSetRGBComponent(pixd, pixgr, L_ALPHA_CHANNEL);
+
+    pixDestroy(&pixg2);
+    pixDestroy(&pixgr);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/rotateam.c b/3rdparty/hgOCR/leptonica/rotateam.c
new file mode 100644
index 00000000..2a88216b
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rotateam.c
@@ -0,0 +1,1128 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file rotateam.c
+ * 
+ *
+ *     Grayscale and color rotation for area mapping (== interpolation)
+ *
+ *         Rotation about the image center
+ *                PIX         *pixRotateAM()
+ *                PIX         *pixRotateAMColor()
+ *                PIX         *pixRotateAMGray()
+ *                static void  rotateAMColorLow()
+ *                static void  rotateAMGrayLow()
+ *
+ *         Rotation about the UL corner of the image
+ *                PIX         *pixRotateAMCorner()
+ *                PIX         *pixRotateAMColorCorner()
+ *                PIX         *pixRotateAMGrayCorner()
+ *                static void  rotateAMColorCornerLow()
+ *                static void  rotateAMGrayCornerLow()
+ *
+ *         Faster color rotation about the image center
+ *                PIX         *pixRotateAMColorFast()
+ *                static void  rotateAMColorFastLow()
+ *
+ *     Rotations are measured in radians; clockwise is positive.
+ *
+ *     The basic area mapping grayscale rotation works on 8 bpp images.
+ *     For color, the same method is applied to each color separately.
+ *     This can be done in two ways: (1) as here, computing each dest
+ *     rgb pixel from the appropriate four src rgb pixels, or (2) separating
+ *     the color image into three 8 bpp images, rotate each of these,
+ *     and then combine the result.  Method (1) is about 2.5x faster.
+ *     We have also implemented a fast approximation for color area-mapping
+ *     rotation (pixRotateAMColorFast()), which is about 25% faster
+ *     than the standard color rotator.  If you need the extra speed,
+ *     use it.
+ *
+ *     Area mapping works as follows.  For each dest
+ *     pixel you find the 4 source pixels that it partially
+ *     covers.  You then compute the dest pixel value as
+ *     the area-weighted average of those 4 source pixels.
+ *     We make two simplifying approximations:
+ *
+ *       ~  For simplicity, compute the areas as if the dest
+ *          pixel were translated but not rotated.
+ *
+ *       ~  Compute area overlaps on a discrete sub-pixel grid.
+ *          Because we are using 8 bpp images with 256 levels,
+ *          it is convenient to break each pixel into a
+ *          16x16 sub-pixel grid, and count the number of
+ *          overlapped sub-pixels.
+ *
+ *     It is interesting to note that the digital filter that
+ *     implements the area mapping algorithm for rotation
+ *     is identical to the digital filter used for linear
+ *     interpolation when arbitrarily scaling grayscale images.
+ *
+ *     The advantage of area mapping over pixel sampling
+ *     in grayscale rotation is that the former naturally
+ *     blurs sharp edges ("anti-aliasing"), so that stair-step
+ *     artifacts are not introduced.  The disadvantage is that
+ *     it is significantly slower.
+ *
+ *     But it is still pretty fast.  With standard 3 GHz hardware,
+ *     the anti-aliased (area-mapped) color rotation speed is
+ *     about 15 million pixels/sec.
+ *
+ *     The function pixRotateAMColorFast() is about 10-20% faster
+ *     than pixRotateAMColor().  The quality is slightly worse,
+ *     and if you make many successive small rotations, with a
+ *     total angle of 360 degrees, it has been noted that the
+ *     center wanders -- it seems to be doing a 1 pixel translation
+ *     in addition to the rotation.
+ *
+ *     Consider again the comparison of image quality between sampling
+ *     and area mapping.  With sampling, sharp edges such as found in
+ *     text images remain sharp.  However, sampling artifacts such as
+ *     characters randomly bouncing up and down by one pixel, or
+ *     one pixel horizontal shear lines going through a line of text
+ *     (causing the characters to look like badly rendered italic),
+ *     are highly visible.  It does not help to sample the source pixel
+ *     with the largest area covering each dest pixel; the result has
+ *     the same ugly sampling artifacts.
+ *
+ *     With area mapping, these annoying artifacts are avoided, but the
+ *     blurring of edges makes small text a bit more difficult to read.
+ *     However, if you are willing to do more computation, you can have
+ *     the best of both worlds: no sampling artifacts and sharp edges.
+ *     Use area mapping to avoid sampling issues, and follow it with
+ *     unsharp masking.  Experiment with the sharpening parameters.
+ *     I have found that a small amount of sharpening is sufficient to
+ *     restore the sharp edges in text; e.g.,
+ *         pix2 = pixUnsharpMasking(pix1, 1, 0.3);
+ * 

+ */
+
+#include 
+#include    /* required for sin and tan */
+#include "allheaders.h"
+
+static void rotateAMColorLow(l_uint32 *datad, l_int32 w, l_int32 h,
+                             l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                             l_float32 angle, l_uint32 colorval);
+static void rotateAMGrayLow(l_uint32 *datad, l_int32 w, l_int32 h,
+                            l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                            l_float32 angle, l_uint8 grayval);
+static void rotateAMColorCornerLow(l_uint32 *datad, l_int32 w, l_int32 h,
+                                   l_int32 wpld, l_uint32 *datas,
+                                   l_int32 wpls, l_float32 angle,
+                                   l_uint32 colorval);
+static void rotateAMGrayCornerLow(l_uint32 *datad, l_int32 w, l_int32 h,
+                                  l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                                  l_float32 angle, l_uint8 grayval);
+
+static void rotateAMColorFastLow(l_uint32 *datad, l_int32 w, l_int32 h,
+                                 l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                                 l_float32 angle, l_uint32 colorval);
+
+static const l_float32  MinAngleToRotate = 0.001;  /* radians; ~0.06 deg */
+
+
+/*------------------------------------------------------------------*
+ *                     Rotation about the center                    *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateAM()
+ *
+ * \param[in]    pixs 2, 4, 8 bpp gray or colormapped, or 32 bpp RGB
+ * \param[in]    angle radians; clockwise is positive
+ * \param[in]    incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Rotates about image center.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) Brings in either black or white pixels from the boundary.
+ * 

+ */
+PIX *
+pixRotateAM(PIX       *pixs,
+            l_float32  angle,
+            l_int32    incolor)
+{
+l_int32   d;
+l_uint32  fillval;
+PIX      *pixt1, *pixt2, *pixd;
+
+    PROCNAME("pixRotateAM");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) == 1)
+        return (PIX *)ERROR_PTR("pixs is 1 bpp", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+        /* Remove cmap if it exists, and unpack to 8 bpp if necessary */
+    pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    d = pixGetDepth(pixt1);
+    if (d < 8)
+        pixt2 = pixConvertTo8(pixt1, FALSE);
+    else
+        pixt2 = pixClone(pixt1);
+    d = pixGetDepth(pixt2);
+
+        /* Compute actual incoming color */
+    fillval = 0;
+    if (incolor == L_BRING_IN_WHITE) {
+        if (d == 8)
+            fillval = 255;
+        else  /* d == 32 */
+            fillval = 0xffffff00;
+    }
+
+    if (d == 8)
+        pixd = pixRotateAMGray(pixt2, angle, fillval);
+    else   /* d == 32 */
+        pixd = pixRotateAMColor(pixt2, angle, fillval);
+
+    pixDestroy(&pixt1);
+    pixDestroy(&pixt2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRotateAMColor()
+ *
+ * \param[in]    pixs 32 bpp
+ * \param[in]    angle radians; clockwise is positive
+ * \param[in]    colorval e.g., 0 to bring in BLACK, 0xffffff00 for WHITE
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Rotates about image center.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) Specify the color to be brought in from outside the image.
+ * 

+ */
+PIX *
+pixRotateAMColor(PIX       *pixs,
+                 l_float32  angle,
+                 l_uint32   colorval)
+{
+l_int32    w, h, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pix1, *pix2, *pixd;
+
+    PROCNAME("pixRotateAMColor");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateTemplate(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    rotateAMColorLow(datad, w, h, wpld, datas, wpls, angle, colorval);
+    if (pixGetSpp(pixs) == 4) {
+        pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+        pix2 = pixRotateAMGray(pix1, angle, 255);  /* bring in opaque */
+        pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRotateAMGray()
+ *
+ * \param[in]    pixs 8 bpp
+ * \param[in]    angle radians; clockwise is positive
+ * \param[in]    grayval 0 to bring in BLACK, 255 for WHITE
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Rotates about image center.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) Specify the grayvalue to be brought in from outside the image.
+ * 

+ */
+PIX *
+pixRotateAMGray(PIX       *pixs,
+                l_float32  angle,
+                l_uint8    grayval)
+{
+l_int32    w, h, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX        *pixd;
+
+    PROCNAME("pixRotateAMGray");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateTemplate(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    rotateAMGrayLow(datad, w, h, wpld, datas, wpls, angle, grayval);
+
+    return pixd;
+}
+
+
+static void
+rotateAMColorLow(l_uint32  *datad,
+                 l_int32    w,
+                 l_int32    h,
+                 l_int32    wpld,
+                 l_uint32  *datas,
+                 l_int32    wpls,
+                 l_float32  angle,
+                 l_uint32   colorval)
+{
+l_int32    i, j, xcen, ycen, wm2, hm2;
+l_int32    xdif, ydif, xpm, ypm, xp, yp, xf, yf;
+l_int32    rval, gval, bval;
+l_uint32   word00, word01, word10, word11;
+l_uint32  *lines, *lined;
+l_float32  sina, cosa;
+
+    xcen = w / 2;
+    wm2 = w - 2;
+    ycen = h / 2;
+    hm2 = h - 2;
+    sina = 16. * sin(angle);
+    cosa = 16. * cos(angle);
+
+    for (i = 0; i < h; i++) {
+        ydif = ycen - i;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            xdif = xcen - j;
+            xpm = (l_int32)(-xdif * cosa - ydif * sina);
+            ypm = (l_int32)(-ydif * cosa + xdif * sina);
+            xp = xcen + (xpm >> 4);
+            yp = ycen + (ypm >> 4);
+            xf = xpm & 0x0f;
+            yf = ypm & 0x0f;
+
+                /* if off the edge, write input colorval */
+            if (xp < 0 || yp < 0 || xp > wm2 || yp > hm2) {
+                *(lined + j) = colorval;
+                continue;
+            }
+
+            lines = datas + yp * wpls;
+
+                /* do area weighting.  Without this, we would
+                 * simply do:
+                 *   *(lined + j) = *(lines + xp);
+                 * which is faster but gives lousy results!
+                 */
+            word00 = *(lines + xp);
+            word10 = *(lines + xp + 1);
+            word01 = *(lines + wpls + xp);
+            word11 = *(lines + wpls + xp + 1);
+            rval = ((16 - xf) * (16 - yf) * ((word00 >> L_RED_SHIFT) & 0xff) +
+                    xf * (16 - yf) * ((word10 >> L_RED_SHIFT) & 0xff) +
+                    (16 - xf) * yf * ((word01 >> L_RED_SHIFT) & 0xff) +
+                    xf * yf * ((word11 >> L_RED_SHIFT) & 0xff) + 128) / 256;
+            gval = ((16 - xf) * (16 - yf) * ((word00 >> L_GREEN_SHIFT) & 0xff) +
+                    xf * (16 - yf) * ((word10 >> L_GREEN_SHIFT) & 0xff) +
+                    (16 - xf) * yf * ((word01 >> L_GREEN_SHIFT) & 0xff) +
+                    xf * yf * ((word11 >> L_GREEN_SHIFT) & 0xff) + 128) / 256;
+            bval = ((16 - xf) * (16 - yf) * ((word00 >> L_BLUE_SHIFT) & 0xff) +
+                    xf * (16 - yf) * ((word10 >> L_BLUE_SHIFT) & 0xff) +
+                    (16 - xf) * yf * ((word01 >> L_BLUE_SHIFT) & 0xff) +
+                    xf * yf * ((word11 >> L_BLUE_SHIFT) & 0xff) + 128) / 256;
+            composeRGBPixel(rval, gval, bval, lined + j);
+        }
+    }
+}
+
+
+static void
+rotateAMGrayLow(l_uint32  *datad,
+                l_int32    w,
+                l_int32    h,
+                l_int32    wpld,
+                l_uint32  *datas,
+                l_int32    wpls,
+                l_float32  angle,
+                l_uint8    grayval)
+{
+l_int32    i, j, xcen, ycen, wm2, hm2;
+l_int32    xdif, ydif, xpm, ypm, xp, yp, xf, yf;
+l_int32    v00, v01, v10, v11;
+l_uint8    val;
+l_uint32  *lines, *lined;
+l_float32  sina, cosa;
+
+    xcen = w / 2;
+    wm2 = w - 2;
+    ycen = h / 2;
+    hm2 = h - 2;
+    sina = 16. * sin(angle);
+    cosa = 16. * cos(angle);
+
+    for (i = 0; i < h; i++) {
+        ydif = ycen - i;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            xdif = xcen - j;
+            xpm = (l_int32)(-xdif * cosa - ydif * sina);
+            ypm = (l_int32)(-ydif * cosa + xdif * sina);
+            xp = xcen + (xpm >> 4);
+            yp = ycen + (ypm >> 4);
+            xf = xpm & 0x0f;
+            yf = ypm & 0x0f;
+
+                /* if off the edge, write input grayval */
+            if (xp < 0 || yp < 0 || xp > wm2 || yp > hm2) {
+                SET_DATA_BYTE(lined, j, grayval);
+                continue;
+            }
+
+            lines = datas + yp * wpls;
+
+                /* do area weighting.  Without this, we would
+                 * simply do:
+                 *   SET_DATA_BYTE(lined, j, GET_DATA_BYTE(lines, xp));
+                 * which is faster but gives lousy results!
+                 */
+            v00 = (16 - xf) * (16 - yf) * GET_DATA_BYTE(lines, xp);
+            v10 = xf * (16 - yf) * GET_DATA_BYTE(lines, xp + 1);
+            v01 = (16 - xf) * yf * GET_DATA_BYTE(lines + wpls, xp);
+            v11 = xf * yf * GET_DATA_BYTE(lines + wpls, xp + 1);
+            val = (l_uint8)((v00 + v01 + v10 + v11 + 128) / 256);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *                    Rotation about the UL corner                  *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateAMCorner()
+ *
+ * \param[in]    pixs 1, 2, 4, 8 bpp gray or colormapped, or 32 bpp RGB
+ * \param[in]    angle radians; clockwise is positive
+ * \param[in]    incolor L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Rotates about the UL corner of the image.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) Brings in either black or white pixels from the boundary.
+ * 

+ */
+PIX *
+pixRotateAMCorner(PIX       *pixs,
+                  l_float32  angle,
+                  l_int32    incolor)
+{
+l_int32   d;
+l_uint32  fillval;
+PIX      *pixt1, *pixt2, *pixd;
+
+    PROCNAME("pixRotateAMCorner");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+        /* Remove cmap if it exists, and unpack to 8 bpp if necessary */
+    pixt1 = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    d = pixGetDepth(pixt1);
+    if (d < 8)
+        pixt2 = pixConvertTo8(pixt1, FALSE);
+    else
+        pixt2 = pixClone(pixt1);
+    d = pixGetDepth(pixt2);
+
+        /* Compute actual incoming color */
+    fillval = 0;
+    if (incolor == L_BRING_IN_WHITE) {
+        if (d == 8)
+            fillval = 255;
+        else  /* d == 32 */
+            fillval = 0xffffff00;
+    }
+
+    if (d == 8)
+        pixd = pixRotateAMGrayCorner(pixt2, angle, fillval);
+    else   /* d == 32 */
+        pixd = pixRotateAMColorCorner(pixt2, angle, fillval);
+
+    pixDestroy(&pixt1);
+    pixDestroy(&pixt2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRotateAMColorCorner()
+ *
+ * \param[in]    pixs
+ * \param[in]    angle radians; clockwise is positive
+ * \param[in]    fillval e.g., 0 to bring in BLACK, 0xffffff00 for WHITE
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Rotates the image about the UL corner.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) Specify the color to be brought in from outside the image.
+ * 

+ */
+PIX *
+pixRotateAMColorCorner(PIX       *pixs,
+                       l_float32  angle,
+                       l_uint32   fillval)
+{
+l_int32    w, h, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pix1, *pix2, *pixd;
+
+    PROCNAME("pixRotateAMColorCorner");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateTemplate(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    rotateAMColorCornerLow(datad, w, h, wpld, datas, wpls, angle, fillval);
+    if (pixGetSpp(pixs) == 4) {
+        pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+        pix2 = pixRotateAMGrayCorner(pix1, angle, 255);  /* bring in opaque */
+        pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRotateAMGrayCorner()
+ *
+ * \param[in]    pixs
+ * \param[in]    angle radians; clockwise is positive
+ * \param[in]    grayval 0 to bring in BLACK, 255 for WHITE
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Rotates the image about the UL corner.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) Specify the grayvalue to be brought in from outside the image.
+ * 

+ */
+PIX *
+pixRotateAMGrayCorner(PIX       *pixs,
+                      l_float32  angle,
+                      l_uint8    grayval)
+{
+l_int32    w, h, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixRotateAMGrayCorner");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("pixs must be 8 bpp", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateTemplate(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    rotateAMGrayCornerLow(datad, w, h, wpld, datas, wpls, angle, grayval);
+
+    return pixd;
+}
+
+
+static void
+rotateAMColorCornerLow(l_uint32  *datad,
+                       l_int32    w,
+                       l_int32    h,
+                       l_int32    wpld,
+                       l_uint32  *datas,
+                       l_int32    wpls,
+                       l_float32  angle,
+                       l_uint32   colorval)
+{
+l_int32    i, j, wm2, hm2;
+l_int32    xpm, ypm, xp, yp, xf, yf;
+l_int32    rval, gval, bval;
+l_uint32   word00, word01, word10, word11;
+l_uint32  *lines, *lined;
+l_float32  sina, cosa;
+
+    wm2 = w - 2;
+    hm2 = h - 2;
+    sina = 16. * sin(angle);
+    cosa = 16. * cos(angle);
+
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            xpm = (l_int32)(j * cosa + i * sina);
+            ypm = (l_int32)(i * cosa - j * sina);
+            xp = xpm >> 4;
+            yp = ypm >> 4;
+            xf = xpm & 0x0f;
+            yf = ypm & 0x0f;
+
+                /* if off the edge, write input colorval */
+            if (xp < 0 || yp < 0 || xp > wm2 || yp > hm2) {
+                *(lined + j) = colorval;
+                continue;
+            }
+
+            lines = datas + yp * wpls;
+
+                /* do area weighting.  Without this, we would
+                 * simply do:
+                 *   *(lined + j) = *(lines + xp);
+                 * which is faster but gives lousy results!
+                 */
+            word00 = *(lines + xp);
+            word10 = *(lines + xp + 1);
+            word01 = *(lines + wpls + xp);
+            word11 = *(lines + wpls + xp + 1);
+            rval = ((16 - xf) * (16 - yf) * ((word00 >> L_RED_SHIFT) & 0xff) +
+                    xf * (16 - yf) * ((word10 >> L_RED_SHIFT) & 0xff) +
+                    (16 - xf) * yf * ((word01 >> L_RED_SHIFT) & 0xff) +
+                    xf * yf * ((word11 >> L_RED_SHIFT) & 0xff) + 128) / 256;
+            gval = ((16 - xf) * (16 - yf) * ((word00 >> L_GREEN_SHIFT) & 0xff) +
+                    xf * (16 - yf) * ((word10 >> L_GREEN_SHIFT) & 0xff) +
+                    (16 - xf) * yf * ((word01 >> L_GREEN_SHIFT) & 0xff) +
+                    xf * yf * ((word11 >> L_GREEN_SHIFT) & 0xff) + 128) / 256;
+            bval = ((16 - xf) * (16 - yf) * ((word00 >> L_BLUE_SHIFT) & 0xff) +
+                    xf * (16 - yf) * ((word10 >> L_BLUE_SHIFT) & 0xff) +
+                    (16 - xf) * yf * ((word01 >> L_BLUE_SHIFT) & 0xff) +
+                    xf * yf * ((word11 >> L_BLUE_SHIFT) & 0xff) + 128) / 256;
+            composeRGBPixel(rval, gval, bval, lined + j);
+        }
+    }
+}
+
+
+static void
+rotateAMGrayCornerLow(l_uint32  *datad,
+                      l_int32    w,
+                      l_int32    h,
+                      l_int32    wpld,
+                      l_uint32  *datas,
+                      l_int32    wpls,
+                      l_float32  angle,
+                      l_uint8    grayval)
+{
+l_int32    i, j, wm2, hm2;
+l_int32    xpm, ypm, xp, yp, xf, yf;
+l_int32    v00, v01, v10, v11;
+l_uint8    val;
+l_uint32  *lines, *lined;
+l_float32  sina, cosa;
+
+    wm2 = w - 2;
+    hm2 = h - 2;
+    sina = 16. * sin(angle);
+    cosa = 16. * cos(angle);
+
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            xpm = (l_int32)(j * cosa + i * sina);
+            ypm = (l_int32)(i * cosa - j * sina);
+            xp = xpm >> 4;
+            yp = ypm >> 4;
+            xf = xpm & 0x0f;
+            yf = ypm & 0x0f;
+
+                /* if off the edge, write input grayval */
+            if (xp < 0 || yp < 0 || xp > wm2 || yp > hm2) {
+                SET_DATA_BYTE(lined, j, grayval);
+                continue;
+            }
+
+            lines = datas + yp * wpls;
+
+                /* do area weighting.  Without this, we would
+                 * simply do:
+                 *   SET_DATA_BYTE(lined, j, GET_DATA_BYTE(lines, xp));
+                 * which is faster but gives lousy results!
+                 */
+            v00 = (16 - xf) * (16 - yf) * GET_DATA_BYTE(lines, xp);
+            v10 = xf * (16 - yf) * GET_DATA_BYTE(lines, xp + 1);
+            v01 = (16 - xf) * yf * GET_DATA_BYTE(lines + wpls, xp);
+            v11 = xf * yf * GET_DATA_BYTE(lines + wpls, xp + 1);
+            val = (l_uint8)((v00 + v01 + v10 + v11 + 128) / 256);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *               Fast RGB color rotation about center               *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateAMColorFast()
+ *
+ * \param[in]    pixs
+ * \param[in]    angle radians; clockwise is positive
+ * \param[in]    colorval e.g., 0 to bring in BLACK, 0xffffff00 for WHITE
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This rotates a color image about the image center.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) It uses area mapping, dividing each pixel into
+ *          16 subpixels.
+ *      (4) It is about 10% to 20% faster than the more accurate linear
+ *          interpolation function pixRotateAMColor(),
+ *          which uses 256 subpixels.
+ *      (5) For some reason it shifts the image center.
+ *          No attempt is made to rotate the alpha component.
+ * 

+ */
+PIX *
+pixRotateAMColorFast(PIX       *pixs,
+                     l_float32  angle,
+                     l_uint32   colorval)
+{
+l_int32    w, h, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixRotateAMColorFast");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs must be 32 bpp", procName, NULL);
+
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreateTemplate(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    rotateAMColorFastLow(datad, w, h, wpld, datas, wpls, angle, colorval);
+    return pixd;
+}
+
+
+/*!
+ * \brief   rotateAMColorFastLow()
+ *
+ *     This is a special simplification of area mapping with division
+ *     of each pixel into 16 sub-pixels.  The exact coefficients that
+ *     should be used are the same as for the 4x linear interpolation
+ *     scaling case, and are given there.  I tried to approximate these
+ *     as weighted coefficients with a maximum sum of 4, which
+ *     allows us to do the arithmetic in parallel for the R, G and B
+ *     components in a 32 bit pixel.  However, there are three reasons
+ *     for not doing that:
+ *        (1) the loss of accuracy in the parallel implementation
+ *            is visually significant
+ *        (2) the parallel implementation (described below) is slower
+ *        (3) the parallel implementation requires allocation of
+ *            a temporary color image
+ *
+ *     There are 16 cases for the choice of the subpixel, and
+ *     for each, the mapping to the relevant source
+ *     pixels is as follows:
+ *
+ *      subpixel      src pixel weights
+ *      --------      -----------------
+ *         0          sp1
+ *         1          (3 * sp1 + sp2) / 4
+ *         2          (sp1 + sp2) / 2
+ *         3          (sp1 + 3 * sp2) / 4
+ *         4          (3 * sp1 + sp3) / 4
+ *         5          (9 * sp1 + 3 * sp2 + 3 * sp3 + sp4) / 16
+ *         6          (3 * sp1 + 3 * sp2 + sp3 + sp4) / 8
+ *         7          (3 * sp1 + 9 * sp2 + sp3 + 3 * sp4) / 16
+ *         8          (sp1 + sp3) / 2
+ *         9          (3 * sp1 + sp2 + 3 * sp3 + sp4) / 8
+ *         10         (sp1 + sp2 + sp3 + sp4) / 4
+ *         11         (sp1 + 3 * sp2 + sp3 + 3 * sp4) / 8
+ *         12         (sp1 + 3 * sp3) / 4
+ *         13         (3 * sp1 + sp2 + 9 * sp3 + 3 * sp4) / 16
+ *         14         (sp1 + sp2 + 3 * sp3 + 3 * sp4) / 8
+ *         15         (sp1 + 3 * sp2 + 3 * sp3 + 9 * sp4) / 16
+ *
+ *     Another way to visualize this is to consider the area mapping
+ *     (or linear interpolation) coefficients  for the pixel sp1.
+ *     Expressed in fourths, they can be written as asymmetric matrix:
+ *
+ *           4      3      2      1
+ *           3      2.25   1.5    0.75
+ *           2      1.5    1      0.5
+ *           1      0.75   0.5    0.25
+ *
+ *     The coefficients for the three neighboring pixels can be
+ *     similarly written.
+ *
+ *     This is implemented here, where, for each color component,
+ *     we inline its extraction from each participating word,
+ *     construct the linear combination, and combine the results
+ *     into the destination 32 bit RGB pixel, using the appropriate shifts.
+ *
+ *     It is interesting to note that an alternative method, where
+ *     we do the arithmetic on the 32 bit pixels directly (after
+ *     shifting the components so they won't overflow into each other)
+ *     is significantly inferior.  Because we have only 8 bits for
+ *     internal overflows, which can be distributed as 2, 3, 3, it
+ *     is impossible to add these with the correct linear
+ *     interpolation coefficients, which require a sum of up to 16.
+ *     Rounding off to a sum of 4 causes appreciable visual artifacts
+ *     in the rotated image.  The code for the inferior method
+ *     can be found in prog/rotatefastalt.c, for reference.
+ */
+static void
+rotateAMColorFastLow(l_uint32  *datad,
+                     l_int32    w,
+                     l_int32    h,
+                     l_int32    wpld,
+                     l_uint32  *datas,
+                     l_int32    wpls,
+                     l_float32  angle,
+                     l_uint32   colorval)
+{
+l_int32    i, j, xcen, ycen, wm2, hm2;
+l_int32    xdif, ydif, xpm, ypm, xp, yp, xf, yf;
+l_uint32   word1, word2, word3, word4, red, blue, green;
+l_uint32  *pword, *lines, *lined;
+l_float32  sina, cosa;
+
+    xcen = w / 2;
+    wm2 = w - 2;
+    ycen = h / 2;
+    hm2 = h - 2;
+    sina = 4. * sin(angle);
+    cosa = 4. * cos(angle);
+
+    for (i = 0; i < h; i++) {
+        ydif = ycen - i;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            xdif = xcen - j;
+            xpm = (l_int32)(-xdif * cosa - ydif * sina);
+            ypm = (l_int32)(-ydif * cosa + xdif * sina);
+            xp = xcen + (xpm >> 2);
+            yp = ycen + (ypm >> 2);
+            xf = xpm & 0x03;
+            yf = ypm & 0x03;
+
+                /* if off the edge, write input grayval */
+            if (xp < 0 || yp < 0 || xp > wm2 || yp > hm2) {
+                *(lined + j) = colorval;
+                continue;
+            }
+
+            lines = datas + yp * wpls;
+            pword = lines + xp;
+
+            switch (xf + 4 * yf)
+            {
+            case 0:
+                *(lined + j) = *pword;
+                break;
+            case 1:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                red = 3 * (word1 >> 24) + (word2 >> 24);
+                green = 3 * ((word1 >> 16) & 0xff) +
+                            ((word2 >> 16) & 0xff);
+                blue = 3 * ((word1 >> 8) & 0xff) +
+                            ((word2 >> 8) & 0xff);
+                *(lined + j) = ((red << 22) & 0xff000000) |
+                               ((green << 14) & 0x00ff0000) |
+                               ((blue << 6) & 0x0000ff00);
+                break;
+            case 2:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                red = (word1 >> 24) + (word2 >> 24);
+                green = ((word1 >> 16) & 0xff) + ((word2 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) + ((word2 >> 8) & 0xff);
+                *(lined + j) = ((red << 23) & 0xff000000) |
+                               ((green << 15) & 0x00ff0000) |
+                               ((blue << 7) & 0x0000ff00);
+                break;
+            case 3:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                red = (word1 >> 24) + 3 * (word2 >> 24);
+                green = ((word1 >> 16) & 0xff) +
+                          3 * ((word2 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) +
+                          3 * ((word2 >> 8) & 0xff);
+                *(lined + j) = ((red << 22) & 0xff000000) |
+                               ((green << 14) & 0x00ff0000) |
+                               ((blue << 6) & 0x0000ff00);
+                break;
+            case 4:
+                word1 = *pword;
+                word3 = *(pword + wpls);
+                red = 3 * (word1 >> 24) + (word3 >> 24);
+                green = 3 * ((word1 >> 16) & 0xff) +
+                            ((word3 >> 16) & 0xff);
+                blue = 3 * ((word1 >> 8) & 0xff) +
+                            ((word3 >> 8) & 0xff);
+                *(lined + j) = ((red << 22) & 0xff000000) |
+                               ((green << 14) & 0x00ff0000) |
+                               ((blue << 6) & 0x0000ff00);
+                break;
+            case 5:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = 9 * (word1 >> 24) + 3 * (word2 >> 24) +
+                      3 * (word3 >> 24) + (word4 >> 24);
+                green = 9 * ((word1 >> 16) & 0xff) +
+                        3 * ((word2 >> 16) & 0xff) +
+                        3 * ((word3 >> 16) & 0xff) +
+                        ((word4 >> 16) & 0xff);
+                blue = 9 * ((word1 >> 8) & 0xff) +
+                       3 * ((word2 >> 8) & 0xff) +
+                       3 * ((word3 >> 8) & 0xff) +
+                       ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 20) & 0xff000000) |
+                               ((green << 12) & 0x00ff0000) |
+                               ((blue << 4) & 0x0000ff00);
+                break;
+            case 6:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = 3 * (word1 >> 24) +  3 * (word2 >> 24) +
+                      (word3 >> 24) + (word4 >> 24);
+                green = 3 * ((word1 >> 16) & 0xff) +
+                        3 * ((word2 >> 16) & 0xff) +
+                        ((word3 >> 16) & 0xff) +
+                        ((word4 >> 16) & 0xff);
+                blue = 3 * ((word1 >> 8) & 0xff) +
+                       3 * ((word2 >> 8) & 0xff) +
+                       ((word3 >> 8) & 0xff) +
+                       ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 21) & 0xff000000) |
+                               ((green << 13) & 0x00ff0000) |
+                               ((blue << 5) & 0x0000ff00);
+                break;
+            case 7:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = 3 * (word1 >> 24) + 9 * (word2 >> 24) +
+                      (word3 >> 24) + 3 * (word4 >> 24);
+                green = 3 * ((word1 >> 16) & 0xff) +
+                        9 * ((word2 >> 16) & 0xff) +
+                        ((word3 >> 16) & 0xff) +
+                        3 * ((word4 >> 16) & 0xff);
+                blue = 3 * ((word1 >> 8) & 0xff) +
+                       9 * ((word2 >> 8) & 0xff) +
+                         ((word3 >> 8) & 0xff) +
+                         3 * ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 20) & 0xff000000) |
+                               ((green << 12) & 0x00ff0000) |
+                               ((blue << 4) & 0x0000ff00);
+                break;
+            case 8:
+                word1 = *pword;
+                word3 = *(pword + wpls);
+                red = (word1 >> 24) + (word3 >> 24);
+                green = ((word1 >> 16) & 0xff) + ((word3 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) + ((word3 >> 8) & 0xff);
+                *(lined + j) = ((red << 23) & 0xff000000) |
+                               ((green << 15) & 0x00ff0000) |
+                               ((blue << 7) & 0x0000ff00);
+                break;
+            case 9:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = 3 * (word1 >> 24) + (word2 >> 24) +
+                      3 * (word3 >> 24) + (word4 >> 24);
+                green = 3 * ((word1 >> 16) & 0xff) + ((word2 >> 16) & 0xff) +
+                        3 * ((word3 >> 16) & 0xff) + ((word4 >> 16) & 0xff);
+                blue = 3 * ((word1 >> 8) & 0xff) + ((word2 >> 8) & 0xff) +
+                       3 * ((word3 >> 8) & 0xff) + ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 21) & 0xff000000) |
+                               ((green << 13) & 0x00ff0000) |
+                               ((blue << 5) & 0x0000ff00);
+                break;
+            case 10:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = (word1 >> 24) + (word2 >> 24) +
+                      (word3 >> 24) + (word4 >> 24);
+                green = ((word1 >> 16) & 0xff) + ((word2 >> 16) & 0xff) +
+                        ((word3 >> 16) & 0xff) + ((word4 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) + ((word2 >> 8) & 0xff) +
+                       ((word3 >> 8) & 0xff) + ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 22) & 0xff000000) |
+                               ((green << 14) & 0x00ff0000) |
+                               ((blue << 6) & 0x0000ff00);
+                break;
+            case 11:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = (word1 >> 24) + 3 * (word2 >> 24) +
+                      (word3 >> 24) + 3 * (word4 >> 24);
+                green = ((word1 >> 16) & 0xff) + 3 * ((word2 >> 16) & 0xff) +
+                        ((word3 >> 16) & 0xff) + 3 * ((word4 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) + 3 * ((word2 >> 8) & 0xff) +
+                       ((word3 >> 8) & 0xff) + 3 * ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 21) & 0xff000000) |
+                               ((green << 13) & 0x00ff0000) |
+                               ((blue << 5) & 0x0000ff00);
+                break;
+            case 12:
+                word1 = *pword;
+                word3 = *(pword + wpls);
+                red = (word1 >> 24) + 3 * (word3 >> 24);
+                green = ((word1 >> 16) & 0xff) +
+                          3 * ((word3 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) +
+                          3 * ((word3 >> 8) & 0xff);
+                *(lined + j) = ((red << 22) & 0xff000000) |
+                               ((green << 14) & 0x00ff0000) |
+                               ((blue << 6) & 0x0000ff00);
+                break;
+            case 13:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = 3 * (word1 >> 24) + (word2 >> 24) +
+                      9 * (word3 >> 24) + 3 * (word4 >> 24);
+                green = 3 * ((word1 >> 16) & 0xff) + ((word2 >> 16) & 0xff) +
+                        9 * ((word3 >> 16) & 0xff) + 3 * ((word4 >> 16) & 0xff);
+                blue = 3 *((word1 >> 8) & 0xff) + ((word2 >> 8) & 0xff) +
+                       9 * ((word3 >> 8) & 0xff) + 3 * ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 20) & 0xff000000) |
+                               ((green << 12) & 0x00ff0000) |
+                               ((blue << 4) & 0x0000ff00);
+                break;
+            case 14:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = (word1 >> 24) + (word2 >> 24) +
+                      3 * (word3 >> 24) + 3 * (word4 >> 24);
+                green = ((word1 >> 16) & 0xff) +((word2 >> 16) & 0xff) +
+                        3 * ((word3 >> 16) & 0xff) + 3 * ((word4 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) + ((word2 >> 8) & 0xff) +
+                       3 * ((word3 >> 8) & 0xff) + 3 * ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 21) & 0xff000000) |
+                               ((green << 13) & 0x00ff0000) |
+                               ((blue << 5) & 0x0000ff00);
+                break;
+            case 15:
+                word1 = *pword;
+                word2 = *(pword + 1);
+                word3 = *(pword + wpls);
+                word4 = *(pword + wpls + 1);
+                red = (word1 >> 24) + 3 * (word2 >> 24) +
+                      3 * (word3 >> 24) + 9 * (word4 >> 24);
+                green = ((word1 >> 16) & 0xff) + 3 * ((word2 >> 16) & 0xff) +
+                        3 * ((word3 >> 16) & 0xff) + 9 * ((word4 >> 16) & 0xff);
+                blue = ((word1 >> 8) & 0xff) + 3 * ((word2 >> 8) & 0xff) +
+                       3 * ((word3 >> 8) & 0xff) + 9 * ((word4 >> 8) & 0xff);
+                *(lined + j) = ((red << 20) & 0xff000000) |
+                               ((green << 12) & 0x00ff0000) |
+                               ((blue << 4) & 0x0000ff00);
+                break;
+            default:
+                fprintf(stderr, "shouldn't get here\n");
+                break;
+            }
+        }
+    }
+}
diff --git a/3rdparty/hgOCR/leptonica/rotateorth.c b/3rdparty/hgOCR/leptonica/rotateorth.c
new file mode 100644
index 00000000..bb0e0c0d
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rotateorth.c
@@ -0,0 +1,712 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file rotateorth.c
+ * 
+ *
+ *      Top-level rotation by multiples of 90 degrees
+ *            PIX             *pixRotateOrth()
+ *
+ *      180-degree rotation
+ *            PIX             *pixRotate180()
+ *
+ *      90-degree rotation (both directions)
+ *            PIX             *pixRotate90()
+ *
+ *      Left-right flip
+ *            PIX             *pixFlipLR()
+ *
+ *      Top-bottom flip
+ *            PIX             *pixFlipTB()
+ *
+ *      Byte reverse tables
+ *            static l_uint8  *makeReverseByteTab1()
+ *            static l_uint8  *makeReverseByteTab2()
+ *            static l_uint8  *makeReverseByteTab4()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static l_uint8 *makeReverseByteTab1(void);
+static l_uint8 *makeReverseByteTab2(void);
+static l_uint8 *makeReverseByteTab4(void);
+
+
+/*------------------------------------------------------------------*
+ *           Top-level rotation by multiples of 90 degrees          *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateOrth()
+ *
+ * \param[in]    pixs       all depths
+ * \param[in]    quads      0-3; number of 90 degree cw rotations
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixRotateOrth(PIX     *pixs,
+              l_int32  quads)
+{
+    PROCNAME("pixRotateOrth");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (quads < 0 || quads > 3)
+        return (PIX *)ERROR_PTR("quads not in {0,1,2,3}", procName, NULL);
+
+    if (quads == 0)
+        return pixCopy(NULL, pixs);
+    else if (quads == 1)
+        return pixRotate90(pixs, 1);
+    else if (quads == 2)
+        return pixRotate180(NULL, pixs);
+    else /* quads == 3 */
+        return pixRotate90(pixs, -1);
+}
+
+
+/*------------------------------------------------------------------*
+ *                          180 degree rotation                     *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotate180()
+ *
+ * \param[in]    pixd    [optional]; can be null, equal to pixs,
+ *                       or different from pixs
+ * \param[in]    pixs    all depths
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a 180 rotation of the image about the center,
+ *          which is equivalent to a left-right flip about a vertical
+ *          line through the image center, followed by a top-bottom
+ *          flip about a horizontal line through the image center.
+ *      (2) There are 3 cases for input:
+ *          (a) pixd == null (creates a new pixd)
+ *          (b) pixd == pixs (in-place operation)
+ *          (c) pixd != pixs (existing pixd)
+ *      (3) For clarity, use these three patterns, respectively:
+ *          (a) pixd = pixRotate180(NULL, pixs);
+ *          (b) pixRotate180(pixs, pixs);
+ *          (c) pixRotate180(pixd, pixs);
+ * 

+ */
+PIX *
+pixRotate180(PIX  *pixd,
+             PIX  *pixs)
+{
+l_int32  d;
+
+    PROCNAME("pixRotate180");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not in {1,2,4,8,16,32} bpp",
+                                procName, NULL);
+
+        /* Prepare pixd for in-place operation */
+    if ((pixd = pixCopy(pixd, pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+
+    pixFlipLR(pixd, pixd);
+    pixFlipTB(pixd, pixd);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                           90 degree rotation                     *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotate90()
+ *
+ * \param[in]    pixs         all depths
+ * \param[in]    direction    clockwise = 1, counterclockwise = -1
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a 90 degree rotation of the image about the center,
+ *          either cw or ccw, returning a new pix.
+ *      (2) The direction must be either 1 (cw) or -1 (ccw).
+ * 

+ */
+PIX *
+pixRotate90(PIX     *pixs,
+            l_int32  direction)
+{
+l_int32    wd, hd, d, wpls, wpld;
+l_int32    i, j, k, m, iend, nswords;
+l_uint32   val, word;
+l_uint32  *lines, *datas, *lined, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixRotate90");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &hd, &wd, &d);  /* note: reversed */
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not in {1,2,4,8,16,32} bpp",
+                                procName, NULL);
+    if (direction != 1 && direction != -1)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+
+    if ((pixd = pixCreate(wd, hd, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyColormap(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopySpp(pixd, pixs);
+
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    if (direction == 1) {  /* clockwise */
+        switch (d)
+        {
+            case 32:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas + (wd - 1) * wpls;
+                    for (j = 0; j < wd; j++) {
+                        lined[j] = lines[i];
+                        lines -= wpls;
+                    }
+                }
+                break;
+            case 16:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas + (wd - 1) * wpls;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_TWO_BYTES(lines, i)))
+                            SET_DATA_TWO_BYTES(lined, j, val);
+                        lines -= wpls;
+                    }
+                }
+                break;
+            case 8:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas + (wd - 1) * wpls;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_BYTE(lines, i)))
+                            SET_DATA_BYTE(lined, j, val);
+                        lines -= wpls;
+                    }
+                }
+                break;
+            case 4:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas + (wd - 1) * wpls;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_QBIT(lines, i)))
+                            SET_DATA_QBIT(lined, j, val);
+                        lines -= wpls;
+                    }
+                }
+                break;
+            case 2:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas + (wd - 1) * wpls;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_DIBIT(lines, i)))
+                            SET_DATA_DIBIT(lined, j, val);
+                        lines -= wpls;
+                    }
+                }
+                break;
+            case 1:
+                nswords = hd / 32;
+                for (j = 0; j < wd; j++) {
+                    lined = datad;
+                    lines = datas + (wd - 1 - j) * wpls;
+                    for (k = 0; k < nswords; k++) {
+                        word = lines[k];
+                        if (!word) {
+                            lined += 32 * wpld;
+                            continue;
+                        } else {
+                            iend = 32 * (k + 1);
+                            for (m = 0, i = 32 * k; i < iend; i++, m++) {
+                                if ((word << m) & 0x80000000)
+                                    SET_DATA_BIT(lined, j);
+                                lined += wpld;
+                            }
+                        }
+                    }
+                    for (i = 32 * nswords; i < hd; i++) {
+                        if (GET_DATA_BIT(lines, i))
+                            SET_DATA_BIT(lined, j);
+                        lined += wpld;
+                    }
+                }
+                break;
+            default:
+                pixDestroy(&pixd);
+                L_ERROR("illegal depth: %d\n", procName, d);
+                break;
+        }
+    } else  {     /* direction counter-clockwise */
+        switch (d)
+        {
+            case 32:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas;
+                    for (j = 0; j < wd; j++) {
+                        lined[j] = lines[hd - 1 - i];
+                        lines += wpls;
+                    }
+                }
+                break;
+            case 16:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_TWO_BYTES(lines, hd - 1 - i)))
+                            SET_DATA_TWO_BYTES(lined, j, val);
+                        lines += wpls;
+                    }
+                }
+                break;
+            case 8:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_BYTE(lines, hd - 1 - i)))
+                            SET_DATA_BYTE(lined, j, val);
+                        lines += wpls;
+                    }
+                }
+                break;
+            case 4:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_QBIT(lines, hd - 1 - i)))
+                            SET_DATA_QBIT(lined, j, val);
+                        lines += wpls;
+                    }
+                }
+                break;
+            case 2:
+                for (i = 0; i < hd; i++) {
+                    lined = datad + i * wpld;
+                    lines = datas;
+                    for (j = 0; j < wd; j++) {
+                        if ((val = GET_DATA_DIBIT(lines, hd - 1 - i)))
+                            SET_DATA_DIBIT(lined, j, val);
+                        lines += wpls;
+                    }
+                }
+                break;
+            case 1:
+                nswords = hd / 32;
+                for (j = 0; j < wd; j++) {
+                    lined = datad + (hd - 1) * wpld;
+                    lines = datas + (wd - 1 - j) * wpls;
+                    for (k = 0; k < nswords; k++) {
+                        word = lines[k];
+                        if (!word) {
+                            lined -= 32 * wpld;
+                            continue;
+                        } else {
+                            iend = 32 * (k + 1);
+                            for (m = 0, i = 32 * k; i < iend; i++, m++) {
+                                if ((word << m) & 0x80000000)
+                                    SET_DATA_BIT(lined, wd - 1 - j);
+                                lined -= wpld;
+                            }
+                        }
+                    }
+                    for (i = 32 * nswords; i < hd; i++) {
+                        if (GET_DATA_BIT(lines, i))
+                            SET_DATA_BIT(lined, wd - 1 - j);
+                        lined -= wpld;
+                    }
+                }
+                break;
+            default:
+                pixDestroy(&pixd);
+                L_ERROR("illegal depth: %d\n", procName, d);
+                break;
+        }
+    }
+
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                            Left-right flip                       *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixFlipLR()
+ *
+ * \param[in]    pixd    [optional]; can be null, equal to pixs,
+ *                       or different from pixs
+ * \param[in]    pixs    all depths
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a left-right flip of the image, which is
+ *          equivalent to a rotation out of the plane about a
+ *          vertical line through the image center.
+ *      (2) There are 3 cases for input:
+ *          (a) pixd == null (creates a new pixd)
+ *          (b) pixd == pixs (in-place operation)
+ *          (c) pixd != pixs (existing pixd)
+ *      (3) For clarity, use these three patterns, respectively:
+ *          (a) pixd = pixFlipLR(NULL, pixs);
+ *          (b) pixFlipLR(pixs, pixs);
+ *          (c) pixFlipLR(pixd, pixs);
+ *      (4) If an existing pixd is not the same size as pixs, the
+ *          image data will be reallocated.
+ *      (5) The pixel access routines allow a trivial implementation.
+ *          However, for d < 8, it is more efficient to right-justify
+ *          each line to a 32-bit boundary and then extract bytes and
+ *          do pixel reversing.   In those cases, as in the 180 degree
+ *          rotation, we right-shift the data (if necessary) to
+ *          right-justify on the 32 bit boundary, and then read the
+ *          bytes off each raster line in reverse order, reversing
+ *          the pixels in each byte using a table.  These functions
+ *          for 1, 2 and 4 bpp were tested against the "trivial"
+ *          version (shown here for 4 bpp):
+ *              for (i = 0; i < h; i++) {
+ *                  line = data + i * wpl;
+ *                  memcpy(buffer, line, bpl);
+ *                    for (j = 0; j < w; j++) {
+ *                      val = GET_DATA_QBIT(buffer, w - 1 - j);
+ *                        SET_DATA_QBIT(line, j, val);
+ *                  }
+ *              }
+ * 

+ */
+PIX *
+pixFlipLR(PIX  *pixd,
+          PIX  *pixs)
+{
+l_uint8   *tab;
+l_int32    w, h, d, wpl;
+l_int32    extra, shift, databpl, bpl, i, j;
+l_uint32   val;
+l_uint32  *line, *data, *buffer;
+
+    PROCNAME("pixFlipLR");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not in {1,2,4,8,16,32} bpp",
+                                procName, NULL);
+
+        /* Prepare pixd for in-place operation */
+    if ((pixd = pixCopy(pixd, pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+
+    data = pixGetData(pixd);
+    wpl = pixGetWpl(pixd);
+    switch (d)
+    {
+    case 1:
+        tab = makeReverseByteTab1();
+        break;
+    case 2:
+        tab = makeReverseByteTab2();
+        break;
+    case 4:
+        tab = makeReverseByteTab4();
+        break;
+    default:
+        tab = NULL;
+        break;
+    }
+
+        /* Possibly inplace assigning return val, so on failure return pixd */
+    if ((buffer = (l_uint32 *)LEPT_CALLOC(wpl, sizeof(l_uint32))) == NULL) {
+        if (tab) LEPT_FREE(tab);
+        return (PIX *)ERROR_PTR("buffer not made", procName, pixd);
+    }
+
+    bpl = 4 * wpl;
+    switch (d)
+    {
+        case 32:
+            for (i = 0; i < h; i++) {
+                line = data + i * wpl;
+                memcpy(buffer, line, bpl);
+                for (j = 0; j < w; j++)
+                    line[j] = buffer[w - 1 - j];
+            }
+            break;
+        case 16:
+            for (i = 0; i < h; i++) {
+                line = data + i * wpl;
+                memcpy(buffer, line, bpl);
+                for (j = 0; j < w; j++) {
+                    val = GET_DATA_TWO_BYTES(buffer, w - 1 - j);
+                    SET_DATA_TWO_BYTES(line, j, val);
+                }
+            }
+            break;
+        case 8:
+            for (i = 0; i < h; i++) {
+                line = data + i * wpl;
+                memcpy(buffer, line, bpl);
+                for (j = 0; j < w; j++) {
+                    val = GET_DATA_BYTE(buffer, w - 1 - j);
+                    SET_DATA_BYTE(line, j, val);
+                }
+            }
+            break;
+        case 4:
+            extra = (w * d) & 31;
+            if (extra)
+                shift = 8 - extra / 4;
+            else
+                shift = 0;
+            if (shift)
+                rasteropHipLow(data, h, d, wpl, 0, h, shift);
+
+            databpl = (w + 1) / 2;
+            for (i = 0; i < h; i++) {
+                line = data + i * wpl;
+                memcpy(buffer, line, bpl);
+                for (j = 0; j < databpl; j++) {
+                    val = GET_DATA_BYTE(buffer, bpl - 1 - j);
+                    SET_DATA_BYTE(line, j, tab[val]);
+                }
+            }
+            break;
+        case 2:
+            extra = (w * d) & 31;
+            if (extra)
+                shift = 16 - extra / 2;
+            else
+                shift = 0;
+            if (shift)
+                rasteropHipLow(data, h, d, wpl, 0, h, shift);
+
+            databpl = (w + 3) / 4;
+            for (i = 0; i < h; i++) {
+                line = data + i * wpl;
+                memcpy(buffer, line, bpl);
+                for (j = 0; j < databpl; j++) {
+                    val = GET_DATA_BYTE(buffer, bpl - 1 - j);
+                    SET_DATA_BYTE(line, j, tab[val]);
+                }
+            }
+            break;
+        case 1:
+            extra = (w * d) & 31;
+            if (extra)
+                shift = 32 - extra;
+            else
+                shift = 0;
+            if (shift)
+                rasteropHipLow(data, h, d, wpl, 0, h, shift);
+
+            databpl = (w + 7) / 8;
+            for (i = 0; i < h; i++) {
+                line = data + i * wpl;
+                memcpy(buffer, line, bpl);
+                for (j = 0; j < databpl; j++) {
+                    val = GET_DATA_BYTE(buffer, bpl - 1 - j);
+                    SET_DATA_BYTE(line, j, tab[val]);
+                }
+            }
+            break;
+        default:
+            pixDestroy(&pixd);
+            L_ERROR("illegal depth: %d\n", procName, d);
+            break;
+    }
+
+    LEPT_FREE(buffer);
+    if (tab) LEPT_FREE(tab);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                            Top-bottom flip                       *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixFlipTB()
+ *
+ * \param[in]    pixd   [optional]; can be null, equal to pixs,
+ *                      or different from pixs
+ * \param[in]    pixs   all depths
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a top-bottom flip of the image, which is
+ *          equivalent to a rotation out of the plane about a
+ *          horizontal line through the image center.
+ *      (2) There are 3 cases for input:
+ *          (a) pixd == null (creates a new pixd)
+ *          (b) pixd == pixs (in-place operation)
+ *          (c) pixd != pixs (existing pixd)
+ *      (3) For clarity, use these three patterns, respectively:
+ *          (a) pixd = pixFlipTB(NULL, pixs);
+ *          (b) pixFlipTB(pixs, pixs);
+ *          (c) pixFlipTB(pixd, pixs);
+ *      (4) If an existing pixd is not the same size as pixs, the
+ *          image data will be reallocated.
+ *      (5) This is simple and fast.  We use the memcpy function
+ *          to do all the work on aligned data, regardless of pixel
+ *          depth.
+ * 

+ */
+PIX *
+pixFlipTB(PIX  *pixd,
+          PIX  *pixs)
+{
+l_int32    h, d, wpl, i, k, h2, bpl;
+l_uint32  *linet, *lineb;
+l_uint32  *data, *buffer;
+
+    PROCNAME("pixFlipTB");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, NULL, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not in {1,2,4,8,16,32} bpp",
+                                procName, NULL);
+
+        /* Prepare pixd for in-place operation */
+    if ((pixd = pixCopy(pixd, pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+
+    data = pixGetData(pixd);
+    wpl = pixGetWpl(pixd);
+    if ((buffer = (l_uint32 *)LEPT_CALLOC(wpl, sizeof(l_uint32))) == NULL)
+        return (PIX *)ERROR_PTR("buffer not made", procName, pixd);
+
+    h2 = h / 2;
+    bpl = 4 * wpl;
+    for (i = 0, k = h - 1; i < h2; i++, k--) {
+        linet = data + i * wpl;
+        lineb = data + k * wpl;
+        memcpy(buffer, linet, bpl);
+        memcpy(linet, lineb, bpl);
+        memcpy(lineb, buffer, bpl);
+    }
+
+    LEPT_FREE(buffer);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                      Static byte reverse tables                  *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   makeReverseByteTab1()
+ *
+ *  Notes:
+ *      (1) This generates an 8 bit lookup table for reversing
+ *          the order of eight 1-bit pixels.
+ */
+static l_uint8 *
+makeReverseByteTab1(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    tab = (l_uint8 *)LEPT_CALLOC(256, sizeof(l_uint8));
+    for (i = 0; i < 256; i++)
+        tab[i] = ((0x80 & i) >> 7) |
+                 ((0x40 & i) >> 5) |
+                 ((0x20 & i) >> 3) |
+                 ((0x10 & i) >> 1) |
+                 ((0x08 & i) << 1) |
+                 ((0x04 & i) << 3) |
+                 ((0x02 & i) << 5) |
+                 ((0x01 & i) << 7);
+    return tab;
+}
+
+
+/*!
+ * \brief   makeReverseByteTab2()
+ *
+ *  Notes:
+ *      (1) This generates an 8 bit lookup table for reversing
+ *          the order of four 2-bit pixels.
+ */
+static l_uint8 *
+makeReverseByteTab2(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    tab = (l_uint8 *)LEPT_CALLOC(256, sizeof(l_uint8));
+    for (i = 0; i < 256; i++)
+        tab[i] = ((0xc0 & i) >> 6) |
+                 ((0x30 & i) >> 2) |
+                 ((0x0c & i) << 2) |
+                 ((0x03 & i) << 6);
+    return tab;
+}
+
+
+/*!
+ * \brief   makeReverseByteTab4()
+ *
+ *  Notes:
+ *      (1) This generates an 8 bit lookup table for reversing
+ *          the order of two 4-bit pixels.
+ */
+static l_uint8 *
+makeReverseByteTab4(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    tab = (l_uint8 *)LEPT_CALLOC(256, sizeof(l_uint8));
+    for (i = 0; i < 256; i++)
+        tab[i] = ((0xf0 & i) >> 4) | ((0x0f & i) << 4);
+    return tab;
+}
diff --git a/3rdparty/hgOCR/leptonica/rotateshear.c b/3rdparty/hgOCR/leptonica/rotateshear.c
new file mode 100644
index 00000000..6cf7bc64
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/rotateshear.c
@@ -0,0 +1,494 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file rotateshear.c
+ * 
+ *
+ *      Shear rotation about arbitrary point using 2 and 3 shears
+ *
+ *              PIX      *pixRotateShear()
+ *              PIX      *pixRotate2Shear()
+ *              PIX      *pixRotate3Shear()
+ *
+ *      Shear rotation in-place about arbitrary point using 3 shears
+ *              l_int32   pixRotateShearIP()
+ *
+ *      Shear rotation around the image center
+ *              PIX      *pixRotateShearCenter()    (2 or 3 shears)
+ *              l_int32   pixRotateShearCenterIP()  (3 shears)
+ *
+ *  Rotation is measured in radians; clockwise rotations are positive.
+ *
+ *  Rotation by shear works on images of any depth,
+ *  including 8 bpp color paletted images and 32 bpp
+ *  rgb images.  It works by translating each src pixel
+ *  value to the appropriate pixel in the rotated dest.
+ *  For 8 bpp grayscale images, it is about 10-15x faster
+ *  than rotation by area-mapping.
+ *
+ *  This speed and flexibility comes at the following cost,
+ *  relative to area-mapped rotation:
+ *
+ *    ~  Jaggies are created on edges of straight lines
+ *
+ *    ~  For large angles, where you must use 3 shears,
+ *       there is some extra clipping from the shears.
+ *
+ *  For small angles, typically less than 0.05 radians,
+ *  rotation can be done with 2 orthogonal shears.
+ *  Two such continuous shears (as opposed to the discrete
+ *  shears on a pixel lattice that we have here) give
+ *  a rotated image that has a distortion in the lengths
+ *  of the two rotated and still-perpendicular axes.  The
+ *  length/width ratio changes by a fraction
+ *
+ *       0.5 * (angle)**2
+ *
+ *  For an angle of 0.05 radians, this is about 1 part in
+ *  a thousand.  This distortion is absent when you use
+ *  3 continuous shears with the correct angles (see below).
+ *
+ *  Of course, the image is on a discrete pixel lattice.
+ *  Rotation by shear gives an approximation to a continuous
+ *  rotation, leaving pixel jaggies at sharp boundaries.
+ *  For very small rotations, rotating from a corner gives
+ *  better sensitivity than rotating from the image center.
+ *  Here's why.  Define the shear "center" to be the line such
+ *  that the image is sheared in opposite directions on
+ *  each side of and parallel to the line.  For small
+ *  rotations there is a "dead space" on each side of the
+ *  shear center of width equal to half the shear angle,
+ *  in radians.  Thus, when the image is sheared about the center,
+ *  the dead space width equals the shear angle, but when
+ *  the image is sheared from a corner, the dead space
+ *  width is only half the shear angle.
+ *
+ *  All horizontal and vertical shears are implemented by
+ *  rasterop.  The in-place rotation uses special in-place
+ *  shears that copy rows sideways or columns vertically
+ *  without buffering, and then rewrite old pixels that are
+ *  no longer covered by sheared pixels.  For that rewriting,
+ *  you have the choice of using white or black pixels.
+ *  When not in-place, the new pix is initialized with white or black
+ *  pixels by pixSetBlackOrWhite(), which also works for cmapped pix.
+ *  But for in-place, this initialization is not possible, so
+ *  in-place shear operations on cmapped pix are not allowed.
+ *
+ *  Rotation by shear is fast and depth-independent.  However, it
+ *  does not work well for large rotation angles.  In fact, for
+ *  rotation angles greater than about 7 degrees, more pixels are
+ *  lost at the edges than when using pixRotationBySampling(), which
+ *  only loses pixels because they are rotated out of the image.
+ *  For larger rotations, use pixRotationBySampling() or, for
+ *  more accuracy when d > 1 bpp, pixRotateAM().
+ *
+ *  For small angles, when comparing the quality of rotation by
+ *  sampling and by shear, you can see that rotation by sampling
+ *  is slightly more accurate.  However, the difference in
+ *  accuracy of rotation by sampling when compared to 3-shear and
+ *  (for angles less than 2 degrees, when compared to 2-shear) is
+ *  less than 1 pixel at any point.  For very small angles, rotation by
+ *  sampling is much slower than rotation by shear.  The speed difference
+ *  depends on the pixel depth and the rotation angle.  Rotation
+ *  by shear is very fast for small angles and for small depth (esp. 1 bpp).
+ *  Rotation by sampling speed is independent of angle and relatively
+ *  more efficient for 8 and 32 bpp images.  Here are some timings
+ *  for the ratio of rotation times: (time for sampling)/ (time for shear)
+  *
+ *       depth (bpp)       ratio (2 deg)       ratio (10 deg)
+ *       -----------------------------------------------------
+ *          1                  25                  6
+ *          8                   5                  2.6
+ *          32                  1.6                1.0
+ *
+ *  In summary:
+ *    * For d == 1 and small angles, use rotation by shear.  By default
+ *      this will use 2-shear rotations, because 3-shears cause more
+ *      visible artifacts in straight lines and, for small angles, the
+ *      distortion in asperity ratio is small.
+ *    * For d > 1, shear is faster than sampling, which is faster than
+ *      area mapping.  However, area mapping gives the best results.
+ *  These results are used in selecting the rotation methods in
+ *  pixRotateShear().
+ *
+ *  There has been some work on what is called a "quasishear
+ *  rotation" ("The Quasi-Shear Rotation, Eric Andres,
+ *  DGCI 1996, pp. 307-314).  I believe they use a 3-shear
+ *  approximation to the continuous rotation, exactly as
+ *  we do here.  The approximation is due to being on
+ *  a square pixel lattice.  They also use integers to specify
+ *  the rotation angle and center offset, but that makes
+ *  little sense on a machine where you have a few GFLOPS
+ *  and only a few hundred floating point operations to do (!)
+ *  They also allow subpixel specification of the center of
+ *  rotation, which I haven't bothered with, and claim that
+ *  better results are possible if each of the 4 quadrants is
+ *  handled separately.
+ *
+ *  But the bottom line is that you are going to see shear lines when
+ *  you rotate 1 bpp images.  Although the 3-shear rotation is
+ *  mathematically exact in the limit of infinitesimal pixels, artifacts
+ *  will be evident in real images.  One might imagine using dithering
+ *  to break up the horizontal and vertical shear lines, but this
+ *  is hard with block shears, where you need to dither on the block
+ *  boundaries.  Dithering (by accumulation of 'error') with sampling
+ *  makes more sense, but I haven't tried to do this.  There is only
+ *  so much you can do with 1 bpp images!
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+    /* Angle limits:
+     *     angle < MinAngleToRotate    ==>  clone
+     *     angle > MaxTwoShearAngle    ==>  warning for 2-angle shears
+     *     angle > MaxThreeShearAngle  ==>  warning for 3-angle shears
+     *     angle > MaxShearAngle       ==>  error
+     */
+static const l_float32  MinAngleToRotate = 0.001;   /* radians; ~0.06 deg */
+static const l_float32  MaxTwoShearAngle = 0.06;    /* radians; ~3 deg    */
+static const l_float32  MaxThreeShearAngle = 0.35;  /* radians; ~20 deg   */
+static const l_float32  MaxShearAngle = 0.50;       /* radians; ~29 deg   */
+
+/*------------------------------------------------------------------*
+ *                Rotations about an arbitrary point                *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateShear()
+ *
+ * \param[in]    pixs     any depth; cmap ok
+ * \param[in]    xcen     x value for which there is no horizontal shear
+ * \param[in]    ycen     y value for which there is no vertical shear
+ * \param[in]    angle    radians
+ * \param[in]    incolor  L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) This rotates an image about the given point, using
+ *          either 2 or 3 shears.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) This brings in 'incolor' pixels from outside the image.
+ *      (4) For rotation angles larger than about 0.35 radians, we issue
+ *          a warning because you should probably be using another method
+ *          (either sampling or area mapping)
+ * 

+ */
+PIX *
+pixRotateShear(PIX       *pixs,
+               l_int32    xcen,
+               l_int32    ycen,
+               l_float32  angle,
+               l_int32    incolor)
+{
+    PROCNAME("pixRotateShear");
+
+    if (!pixs)
+        return (PIX *)(PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)(PIX *)ERROR_PTR("invalid incolor value", procName, NULL);
+
+    if (L_ABS(angle) > MaxShearAngle) {
+        L_ERROR("%6.2f radians; too large for shear rotation\n", procName,
+                L_ABS(angle));
+        return NULL;
+    }
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+
+    if (L_ABS(angle) <= MaxTwoShearAngle)
+        return pixRotate2Shear(pixs, xcen, ycen, angle, incolor);
+    else
+        return pixRotate3Shear(pixs, xcen, ycen, angle, incolor);
+}
+
+
+/*!
+ * \brief   pixRotate2Shear()
+ *
+ * \param[in]    pixs         any depth; cmap ok
+ * \param[in]    xcen, ycen   center of rotation
+ * \param[in]    angle        radians
+ * \param[in]    incolor      L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) This rotates the image about the given point, using the 2-shear
+ *          method.  It should only be used for angles no larger than
+ *          MaxTwoShearAngle.  For larger angles, a warning is issued.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) 2-shear rotation by a specified angle is equivalent
+ *          to the sequential transformations
+ *             x' = x + tan(angle) * (y - ycen)     for x-shear
+ *             y' = y + tan(angle) * (x - xcen)     for y-shear
+ *      (4) Computation of tan(angle) is performed within the shear operation.
+ *      (5) This brings in 'incolor' pixels from outside the image.
+ *      (6) If the image has an alpha layer, it is rotated separately by
+ *          two shears.
+ * 

+ */
+PIX *
+pixRotate2Shear(PIX       *pixs,
+                l_int32    xcen,
+                l_int32    ycen,
+                l_float32  angle,
+                l_int32    incolor)
+{
+PIX  *pix1, *pix2, *pixd;
+
+    PROCNAME("pixRotate2Shear");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)(PIX *)ERROR_PTR("invalid incolor value", procName, NULL);
+
+    if (L_ABS(angle) > MaxShearAngle) {
+        L_ERROR("%6.2f radians; too large for shear rotation\n", procName,
+                L_ABS(angle));
+        return NULL;
+    }
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+    if (L_ABS(angle) > MaxTwoShearAngle)
+        L_WARNING("%6.2f radians; large angle for 2-shear rotation\n",
+                  procName, L_ABS(angle));
+
+    if ((pix1 = pixHShear(NULL, pixs, ycen, angle, incolor)) == NULL)
+        return (PIX *)ERROR_PTR("pix1 not made", procName, NULL);
+    pixd = pixVShear(NULL, pix1, xcen, angle, incolor);
+    pixDestroy(&pix1);
+    if (!pixd)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+
+    if (pixGetDepth(pixs) == 32 && pixGetSpp(pixs) == 4) {
+        pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+            /* L_BRING_IN_WHITE brings in opaque for the alpha component */
+        pix2 = pixRotate2Shear(pix1, xcen, ycen, angle, L_BRING_IN_WHITE);
+        pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRotate3Shear()
+ *
+ * \param[in]    pixs         any depth; cmap ok
+ * \param[in]    xcen, ycen   center of rotation
+ * \param[in]    angle        radians
+ * \param[in]    incolor      L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) This rotates the image about the given point, using the 3-shear
+ *          method.  It should only be used for angles smaller than
+ *          MaxThreeShearAngle.  For larger angles, a warning is issued.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) 3-shear rotation by a specified angle is equivalent
+ *          to the sequential transformations
+ *            y' = y + tan(angle/2) * (x - xcen)     for first y-shear
+ *            x' = x + sin(angle) * (y - ycen)       for x-shear
+ *            y' = y + tan(angle/2) * (x - xcen)     for second y-shear
+ *      (4) Computation of tan(angle) is performed in the shear operations.
+ *      (5) This brings in 'incolor' pixels from outside the image.
+ *      (6) If the image has an alpha layer, it is rotated separately by
+ *          two shears.
+ *      (7) The algorithm was published by Alan Paeth: "A Fast Algorithm
+ *          for General Raster Rotation," Graphics Interface '86,
+ *          pp. 77-81, May 1986.  A description of the method, along with
+ *          an implementation, can be found in Graphics Gems, p. 179,
+ *          edited by Andrew Glassner, published by Academic Press, 1990.
+ * 

+ */
+PIX *
+pixRotate3Shear(PIX       *pixs,
+                l_int32    xcen,
+                l_int32    ycen,
+                l_float32  angle,
+                l_int32    incolor)
+{
+l_float32  hangle;
+PIX       *pix1, *pix2, *pixd;
+
+    PROCNAME("pixRotate3Shear");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)(PIX *)ERROR_PTR("invalid incolor value", procName, NULL);
+
+    if (L_ABS(angle) > MaxShearAngle) {
+        L_ERROR("%6.2f radians; too large for shear rotation\n", procName,
+                L_ABS(angle));
+        return NULL;
+    }
+    if (L_ABS(angle) < MinAngleToRotate)
+        return pixClone(pixs);
+    if (L_ABS(angle) > MaxThreeShearAngle) {
+        L_WARNING("%6.2f radians; large angle for 3-shear rotation\n",
+                  procName, L_ABS(angle));
+    }
+
+    hangle = atan(sin(angle));
+    if ((pixd = pixVShear(NULL, pixs, xcen, angle / 2., incolor)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    if ((pix1 = pixHShear(NULL, pixd, ycen, hangle, incolor)) == NULL) {
+        pixDestroy(&pixd);
+        return (PIX *)ERROR_PTR("pix1 not made", procName, NULL);
+    }
+    pixVShear(pixd, pix1, xcen, angle / 2., incolor);
+    pixDestroy(&pix1);
+
+    if (pixGetDepth(pixs) == 32 && pixGetSpp(pixs) == 4) {
+        pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+            /* L_BRING_IN_WHITE brings in opaque for the alpha component */
+        pix2 = pixRotate3Shear(pix1, xcen, ycen, angle, L_BRING_IN_WHITE);
+        pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+    }
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *             Rotations in-place about an arbitrary point          *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateShearIP()
+ *
+ * \param[in]    pixs         any depth; no cmap
+ * \param[in]    xcen, ycen   center of rotation
+ * \param[in]    angle        radians
+ * \param[in]    incolor      L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does an in-place rotation of the image about the
+ *          specified point, using the 3-shear method.  It should only
+ *          be used for angles smaller than MaxThreeShearAngle.
+ *          For larger angles, a warning is issued.
+ *      (2) A positive angle gives a clockwise rotation.
+ *      (3) 3-shear rotation by a specified angle is equivalent
+ *          to the sequential transformations
+ *            y' = y + tan(angle/2) * (x - xcen)      for first y-shear
+ *            x' = x + sin(angle) * (y - ycen)        for x-shear
+ *            y' = y + tan(angle/2) * (x - xcen)      for second y-shear
+ *      (4) Computation of tan(angle) is performed in the shear operations.
+ *      (5) This brings in 'incolor' pixels from outside the image.
+ *      (6) The pix cannot be colormapped, because the in-place operation
+ *          only blits in 0 or 1 bits, not an arbitrary colormap index.
+ * 

+ */
+l_ok
+pixRotateShearIP(PIX       *pixs,
+                 l_int32    xcen,
+                 l_int32    ycen,
+                 l_float32  angle,
+                 l_int32    incolor)
+{
+l_float32  hangle;
+
+    PROCNAME("pixRotateShearIP");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return ERROR_INT("invalid value for incolor", procName, 1);
+    if (pixGetColormap(pixs) != NULL)
+        return ERROR_INT("pixs is colormapped", procName, 1);
+
+    if (angle == 0.0)
+        return 0;
+    if (L_ABS(angle) > MaxThreeShearAngle) {
+        L_WARNING("%6.2f radians; large angle for in-place 3-shear rotation\n",
+                  procName, L_ABS(angle));
+    }
+
+    hangle = atan(sin(angle));
+    pixHShearIP(pixs, ycen, angle / 2., incolor);
+    pixVShearIP(pixs, xcen, hangle, incolor);
+    pixHShearIP(pixs, ycen, angle / 2., incolor);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------*
+ *                    Rotations about the image center              *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixRotateShearCenter()
+ *
+ * \param[in]    pixs      any depth; cmap ok
+ * \param[in]    angle     radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixRotateShearCenter(PIX       *pixs,
+                     l_float32  angle,
+                     l_int32    incolor)
+{
+    PROCNAME("pixRotateShearCenter");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    return pixRotateShear(pixs, pixGetWidth(pixs) / 2,
+                          pixGetHeight(pixs) / 2, angle, incolor);
+}
+
+
+/*!
+ * \brief   pixRotateShearCenterIP()
+ *
+ * \param[in]    pixs      any depth; no cmap
+ * \param[in]    angle     radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixRotateShearCenterIP(PIX       *pixs,
+                       l_float32  angle,
+                       l_int32    incolor)
+{
+    PROCNAME("pixRotateShearCenterIP");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    return pixRotateShearIP(pixs, pixGetWidth(pixs) / 2,
+                            pixGetHeight(pixs) / 2, angle, incolor);
+}
diff --git a/3rdparty/hgOCR/leptonica/runlength.c b/3rdparty/hgOCR/leptonica/runlength.c
new file mode 100644
index 00000000..43c85429
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/runlength.c
@@ -0,0 +1,811 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file runlength.c
+ * 
+ *
+ *     Label pixels by membership in runs
+ *           PIX         *pixStrokeWidthTransform()
+ *           static PIX  *pixFindMinRunsOrthogonal()
+ *           PIX         *pixRunlengthTransform()
+ *
+ *     Find runs along horizontal and vertical lines
+ *           l_int32      pixFindHorizontalRuns()
+ *           l_int32      pixFindVerticalRuns()
+ *
+ *     Find max runs along horizontal and vertical lines
+ *           l_int32      pixFindMaxRuns()
+ *           l_int32      pixFindMaxHorizontalRunOnLine()
+ *           l_int32      pixFindMaxVerticalRunOnLine()
+ *
+ *     Compute runlength-to-membership transform on a line
+ *           l_int32      runlengthMembershipOnLine()
+ *
+ *     Make byte position LUT
+ *           l_int32      makeMSBitLocTab()
+ *
+ *  Here we're handling runs of either black or white pixels on 1 bpp
+ *  images.  The directions of the runs in the stroke width transform
+ *  are selectable from given sets of angles.  Most of the other runs
+ *  are oriented either horizontally along the raster lines or
+ *  vertically along pixel columns.
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+static PIX *pixFindMinRunsOrthogonal(PIX *pixs, l_float32 angle, l_int32 depth);
+
+
+/*-----------------------------------------------------------------------*
+ *                   Label pixels by membership in runs                  *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixStrokeWidthTransform()
+ *
+ * \param[in]     pixs      1 bpp
+ * \param[in]     color     0 for white runs, 1 for black runs
+ * \param[in]     depth     of pixd: 8 or 16 bpp
+ * \param[in]     nangles   2, 4, 6 or 8
+ * \return   pixd   8 or 16 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The dest Pix is 8 or 16 bpp, with the pixel values
+ *          equal to the stroke width in which it is a member.
+ *          The values are clipped to the max pixel value if necessary.
+ *      (2) %color determines if we're labelling white or black strokes.
+ *      (3) A pixel that is not a member of the chosen color gets
+ *          value 0; it belongs to a width of length 0 of the
+ *          chosen color.
+ *      (4) This chooses, for each dest pixel, the minimum of sets
+ *          of runlengths through each pixel.  Here are the sets:
+ *            nangles    increment          set
+ *            -------    ---------    --------------------------------
+ *               2          90       {0, 90}
+ *               4          45       {0, 45, 90, 135}
+ *               6          30       {0, 30, 60, 90, 120, 150}
+ *               8          22.5     {0, 22.5, 45, 67.5, 90, 112.5, 135, 157.5}
+ *      (5) Runtime scales linearly with (%nangles - 2).
+ * 

+ */
+PIX *
+pixStrokeWidthTransform(PIX     *pixs,
+                        l_int32  color,
+                        l_int32  depth,
+                        l_int32  nangles)
+{
+l_float32  angle, pi;
+PIX       *pixh, *pixv, *pixt, *pixg1, *pixg2, *pixg3, *pixg4;
+
+    PROCNAME("pixStrokeWidthTransform");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (depth != 8 && depth != 16)
+        return (PIX *)ERROR_PTR("depth must be 8 or 16 bpp", procName, NULL);
+    if (nangles != 2 && nangles != 4 && nangles != 6 && nangles != 8)
+        return (PIX *)ERROR_PTR("nangles not in {2,4,6,8}", procName, NULL);
+
+        /* Use fg runs for evaluation */
+    if (color == 0)
+        pixt = pixInvert(NULL, pixs);
+    else
+        pixt = pixClone(pixs);
+
+        /* Find min length at 0 and 90 degrees */
+    pixh = pixRunlengthTransform(pixt, 1, L_HORIZONTAL_RUNS, depth);
+    pixv = pixRunlengthTransform(pixt, 1, L_VERTICAL_RUNS, depth);
+    pixg1 = pixMinOrMax(NULL, pixh, pixv, L_CHOOSE_MIN);
+    pixDestroy(&pixh);
+    pixDestroy(&pixv);
+
+    pixg2 = pixg3 = pixg4 = NULL;
+    pi = 3.1415926535;
+    if (nangles == 4 || nangles == 8) {
+            /* Find min length at +45 and -45 degrees */
+        angle = pi / 4.0;
+        pixg2 = pixFindMinRunsOrthogonal(pixt, angle, depth);
+    }
+
+    if (nangles == 6) {
+            /* Find min length at +30 and -60 degrees */
+        angle = pi / 6.0;
+        pixg2 = pixFindMinRunsOrthogonal(pixt, angle, depth);
+
+            /* Find min length at +60 and -30 degrees */
+        angle = pi / 3.0;
+        pixg3 = pixFindMinRunsOrthogonal(pixt, angle, depth);
+    }
+
+    if (nangles == 8) {
+            /* Find min length at +22.5 and -67.5 degrees */
+        angle = pi / 8.0;
+        pixg3 = pixFindMinRunsOrthogonal(pixt, angle, depth);
+
+            /* Find min length at +67.5 and -22.5 degrees */
+        angle = 3.0 * pi / 8.0;
+        pixg4 = pixFindMinRunsOrthogonal(pixt, angle, depth);
+    }
+    pixDestroy(&pixt);
+
+    if (nangles > 2)
+        pixMinOrMax(pixg1, pixg1, pixg2, L_CHOOSE_MIN);
+    if (nangles > 4)
+        pixMinOrMax(pixg1, pixg1, pixg3, L_CHOOSE_MIN);
+    if (nangles > 6)
+        pixMinOrMax(pixg1, pixg1, pixg4, L_CHOOSE_MIN);
+    pixDestroy(&pixg2);
+    pixDestroy(&pixg3);
+    pixDestroy(&pixg4);
+    return pixg1;
+}
+
+
+/*!
+ * \brief   pixFindMinRunsOrthogonal()
+ *
+ * \param[in]     pixs     1 bpp
+ * \param[in]     angle    in radians
+ * \param[in]     depth    of pixd: 8 or 16 bpp
+ * \return   pixd 8 or 16 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes, for each fg pixel in pixs, the minimum of
+ *          the runlengths going through that pixel in two orthogonal
+ *          directions: at %angle and at (90 + %angle).
+ *      (2) We use rotation by shear because the forward and backward
+ *          rotations by the same angle are exact inverse operations.
+ *          As a result, the nonzero pixels in pixd correspond exactly
+ *          to the fg pixels in pixs.  This is not the case with
+ *          sampled rotation, due to spatial quantization.  Nevertheless,
+ *          the result suffers from lack of exact correspondence
+ *          between original and rotated pixels, also due to spatial
+ *          quantization, causing some boundary pixels to be
+ *          shifted from bg to fg or v.v.
+ * 

+ */
+static PIX *
+pixFindMinRunsOrthogonal(PIX       *pixs,
+                         l_float32  angle,
+                         l_int32    depth)
+{
+l_int32  w, h, diag, xoff, yoff;
+PIX     *pixb, *pixr, *pixh, *pixv, *pixg1, *pixg2, *pixd;
+BOX     *box;
+
+    PROCNAME("pixFindMinRunsOrthogonal");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+
+        /* Rasterop into the center of a sufficiently large image
+         * so we don't lose pixels for any rotation angle. */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    diag = (l_int32)(sqrt((l_float64)(w * w + h * h)) + 2.5);
+    xoff = (diag - w) / 2;
+    yoff = (diag - h) / 2;
+    pixb = pixCreate(diag, diag, 1);
+    pixRasterop(pixb, xoff, yoff, w, h, PIX_SRC, pixs, 0, 0);
+
+        /* Rotate about the 'center', get the min of orthogonal transforms,
+         * rotate back, and crop the part corresponding to pixs.  */
+    pixr = pixRotateShear(pixb, diag / 2, diag / 2, angle, L_BRING_IN_WHITE);
+    pixh = pixRunlengthTransform(pixr, 1, L_HORIZONTAL_RUNS, depth);
+    pixv = pixRunlengthTransform(pixr, 1, L_VERTICAL_RUNS, depth);
+    pixg1 = pixMinOrMax(NULL, pixh, pixv, L_CHOOSE_MIN);
+    pixg2 = pixRotateShear(pixg1, diag / 2, diag / 2, -angle, L_BRING_IN_WHITE);
+    box = boxCreate(xoff, yoff, w, h);
+    pixd = pixClipRectangle(pixg2, box, NULL);
+
+    pixDestroy(&pixb);
+    pixDestroy(&pixr);
+    pixDestroy(&pixh);
+    pixDestroy(&pixv);
+    pixDestroy(&pixg1);
+    pixDestroy(&pixg2);
+    boxDestroy(&box);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRunlengthTransform()
+ *
+ * \param[in]     pixs        1 bpp
+ * \param[in]     color       0 for white runs, 1 for black runs
+ * \param[in]     direction   L_HORIZONTAL_RUNS, L_VERTICAL_RUNS
+ * \param[in]     depth       8 or 16 bpp
+ * \return   pixd   8 or 16 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The dest Pix is 8 or 16 bpp, with the pixel values
+ *          equal to the runlength in which it is a member.
+ *          The length is clipped to the max pixel value if necessary.
+ *      (2) %color determines if we're labelling white or black runs.
+ *      (3) A pixel that is not a member of the chosen color gets
+ *          value 0; it belongs to a run of length 0 of the
+ *          chosen color.
+ *      (4) To convert for maximum dynamic range, either linear or
+ *          log, use pixMaxDynamicRange().
+ * 

+ */
+PIX *
+pixRunlengthTransform(PIX     *pixs,
+                      l_int32  color,
+                      l_int32  direction,
+                      l_int32  depth)
+{
+l_int32    i, j, w, h, wpld, bufsize, maxsize, n;
+l_int32   *start, *end, *buffer;
+l_uint32  *datad, *lined;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixRunlengthTransform");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (depth != 8 && depth != 16)
+        return (PIX *)ERROR_PTR("depth must be 8 or 16 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (direction == L_HORIZONTAL_RUNS)
+        maxsize = 1 + w / 2;
+    else if (direction == L_VERTICAL_RUNS)
+        maxsize = 1 + h / 2;
+    else
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    bufsize = L_MAX(w, h);
+    if (bufsize > 1000000) {
+        L_ERROR("largest image dimension = %d; too big\n", procName, bufsize);
+        return NULL;
+    }
+
+    if ((pixd = pixCreate(w, h, depth)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    start = (l_int32 *)LEPT_CALLOC(maxsize, sizeof(l_int32));
+    end = (l_int32 *)LEPT_CALLOC(maxsize, sizeof(l_int32));
+    buffer = (l_int32 *)LEPT_CALLOC(bufsize, sizeof(l_int32));
+
+        /* Use fg runs for evaluation */
+    if (color == 0)
+        pixt = pixInvert(NULL, pixs);
+    else
+        pixt = pixClone(pixs);
+
+    if (direction == L_HORIZONTAL_RUNS) {
+        for (i = 0; i < h; i++) {
+            pixFindHorizontalRuns(pixt, i, start, end, &n);
+            runlengthMembershipOnLine(buffer, w, depth, start, end, n);
+            lined = datad + i * wpld;
+            if (depth == 8) {
+                for (j = 0; j < w; j++)
+                    SET_DATA_BYTE(lined, j, buffer[j]);
+            } else {  /* depth == 16 */
+                for (j = 0; j < w; j++)
+                    SET_DATA_TWO_BYTES(lined, j, buffer[j]);
+            }
+        }
+    } else {  /* L_VERTICAL_RUNS */
+        for (j = 0; j < w; j++) {
+            pixFindVerticalRuns(pixt, j, start, end, &n);
+            runlengthMembershipOnLine(buffer, h, depth, start, end, n);
+            if (depth == 8) {
+                for (i = 0; i < h; i++) {
+                    lined = datad + i * wpld;
+                    SET_DATA_BYTE(lined, j, buffer[i]);
+                }
+            } else {  /* depth == 16 */
+                for (i = 0; i < h; i++) {
+                    lined = datad + i * wpld;
+                    SET_DATA_TWO_BYTES(lined, j, buffer[i]);
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pixt);
+    LEPT_FREE(start);
+    LEPT_FREE(end);
+    LEPT_FREE(buffer);
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *               Find runs along horizontal and vertical lines           *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixFindHorizontalRuns()
+ *
+ * \param[in]    pix      1 bpp
+ * \param[in]    y        line to traverse
+ * \param[in]    xstart   returns array of start positions for fg runs
+ * \param[in]    xend     returns array of end positions for fg runs
+ * \param[out]   pn       the number of runs found
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds foreground horizontal runs on a single scanline.
+ *      (2) To find background runs, use pixInvert() before applying
+ *          this function.
+ *      (3) %xstart and %xend arrays are input.  They should be
+ *          of size w/2 + 1 to insure that they can hold
+ *          the maximum number of runs in the raster line.
+ * 

+ */
+l_ok
+pixFindHorizontalRuns(PIX      *pix,
+                      l_int32   y,
+                      l_int32  *xstart,
+                      l_int32  *xend,
+                      l_int32  *pn)
+{
+l_int32    inrun;  /* boolean */
+l_int32    index, w, h, d, j, wpl, val;
+l_uint32  *line;
+
+    PROCNAME("pixFindHorizontalRuns");
+
+    if (!pn)
+        return ERROR_INT("&n not defined", procName, 1);
+    *pn = 0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1)
+        return ERROR_INT("pix not 1 bpp", procName, 1);
+    if (y < 0 || y >= h)
+        return ERROR_INT("y not in [0 ... h - 1]", procName, 1);
+    if (!xstart)
+        return ERROR_INT("xstart not defined", procName, 1);
+    if (!xend)
+        return ERROR_INT("xend not defined", procName, 1);
+
+    wpl = pixGetWpl(pix);
+    line = pixGetData(pix) + y * wpl;
+
+    inrun = FALSE;
+    index = 0;
+    for (j = 0; j < w; j++) {
+        val = GET_DATA_BIT(line, j);
+        if (!inrun) {
+            if (val) {
+                xstart[index] = j;
+                inrun = TRUE;
+            }
+        } else {
+            if (!val) {
+                xend[index++] = j - 1;
+                inrun = FALSE;
+            }
+        }
+    }
+
+        /* Finish last run if necessary */
+    if (inrun)
+        xend[index++] = w - 1;
+
+    *pn = index;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixFindVerticalRuns()
+ *
+ * \param[in]    pix      1 bpp
+ * \param[in]    x        line to traverse
+ * \param[in]    ystart   returns array of start positions for fg runs
+ * \param[in]    yend     returns array of end positions for fg runs
+ * \param[out]   pn       the number of runs found
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds foreground vertical runs on a single scanline.
+ *      (2) To find background runs, use pixInvert() before applying
+ *          this function.
+ *      (3) %ystart and %yend arrays are input.  They should be
+ *          of size h/2 + 1 to insure that they can hold
+ *          the maximum number of runs in the raster line.
+ * 

+ */
+l_ok
+pixFindVerticalRuns(PIX      *pix,
+                    l_int32   x,
+                    l_int32  *ystart,
+                    l_int32  *yend,
+                    l_int32  *pn)
+{
+l_int32    inrun;  /* boolean */
+l_int32    index, w, h, d, i, wpl, val;
+l_uint32  *data, *line;
+
+    PROCNAME("pixFindVerticalRuns");
+
+    if (!pn)
+        return ERROR_INT("&n not defined", procName, 1);
+    *pn = 0;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1)
+        return ERROR_INT("pix not 1 bpp", procName, 1);
+    if (x < 0 || x >= w)
+        return ERROR_INT("x not in [0 ... w - 1]", procName, 1);
+    if (!ystart)
+        return ERROR_INT("ystart not defined", procName, 1);
+    if (!yend)
+        return ERROR_INT("yend not defined", procName, 1);
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+
+    inrun = FALSE;
+    index = 0;
+    for (i = 0; i < h; i++) {
+        line = data + i * wpl;
+        val = GET_DATA_BIT(line, x);
+        if (!inrun) {
+            if (val) {
+                ystart[index] = i;
+                inrun = TRUE;
+            }
+        } else {
+            if (!val) {
+                yend[index++] = i - 1;
+                inrun = FALSE;
+            }
+        }
+    }
+
+        /* Finish last run if necessary */
+    if (inrun)
+        yend[index++] = h - 1;
+
+    *pn = index;
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *            Find max runs along horizontal and vertical lines          *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixFindMaxRuns()
+ *
+ * \param[in]    pix         1 bpp
+ * \param[in]    direction   L_HORIZONTAL_RUNS or L_VERTICAL_RUNS
+ * \param[out]   pnastart    [optional] start locations of longest runs
+ * \return  na of lengths of runs, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the longest foreground runs by row or column
+ *      (2) To find background runs, use pixInvert() before applying
+ *          this function.
+ * 

+ */
+NUMA *
+pixFindMaxRuns(PIX     *pix,
+               l_int32  direction,
+               NUMA   **pnastart)
+{
+l_int32  w, h, i, start, size;
+NUMA    *nasize;
+
+    PROCNAME("pixFindMaxRuns");
+
+    if (pnastart) *pnastart = NULL;
+    if (direction != L_HORIZONTAL_RUNS && direction != L_VERTICAL_RUNS)
+        return (NUMA *)ERROR_PTR("direction invalid", procName, NULL);
+    if (!pix || pixGetDepth(pix) != 1)
+        return (NUMA *)ERROR_PTR("pix undefined or not 1 bpp", procName, NULL);
+
+    pixGetDimensions(pix, &w, &h, NULL);
+    nasize = numaCreate(w);
+    if (pnastart) *pnastart = numaCreate(w);
+    if (direction == L_HORIZONTAL_RUNS) {
+        for (i = 0; i < h; i++) {
+            pixFindMaxHorizontalRunOnLine(pix, i, &start, &size);
+            numaAddNumber(nasize, size);
+            if (pnastart) numaAddNumber(*pnastart, start);
+        }
+    } else {  /* vertical scans */
+        for (i = 0; i < w; i++) {
+            pixFindMaxVerticalRunOnLine(pix, i, &start, &size);
+            numaAddNumber(nasize, size);
+            if (pnastart) numaAddNumber(*pnastart, start);
+        }
+    }
+
+    return nasize;
+}
+
+
+/*!
+ * \brief   pixFindMaxHorizontalRunOnLine()
+ *
+ * \param[in]    pix       1 bpp
+ * \param[in]    y         line to traverse
+ * \param[out]   pxstart   [optional] start position
+ * \param[out]   psize     the size of the run
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the longest foreground horizontal run on a scanline.
+ *      (2) To find background runs, use pixInvert() before applying
+ *          this function.
+ * 

+ */
+l_ok
+pixFindMaxHorizontalRunOnLine(PIX      *pix,
+                              l_int32   y,
+                              l_int32  *pxstart,
+                              l_int32  *psize)
+{
+l_int32    inrun;  /* boolean */
+l_int32    w, h, j, wpl, val, maxstart, maxsize, length, start;
+l_uint32  *line;
+
+    PROCNAME("pixFindMaxHorizontalRunOnLine");
+
+    if (pxstart) *pxstart = 0;
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    *psize = 0;
+    if (!pix || pixGetDepth(pix) != 1)
+        return ERROR_INT("pix not defined or not 1 bpp", procName, 1);
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (y < 0 || y >= h)
+        return ERROR_INT("y not in [0 ... h - 1]", procName, 1);
+
+    wpl = pixGetWpl(pix);
+    line = pixGetData(pix) + y * wpl;
+    inrun = FALSE;
+    start = 0;
+    maxstart = 0;
+    maxsize = 0;
+    for (j = 0; j < w; j++) {
+        val = GET_DATA_BIT(line, j);
+        if (!inrun) {
+            if (val) {
+                start = j;
+                inrun = TRUE;
+            }
+        } else if (!val) {  /* run just ended */
+            length = j - start;
+            if (length > maxsize) {
+                maxsize = length;
+                maxstart = start;
+            }
+            inrun = FALSE;
+        }
+    }
+
+    if (inrun) {  /* a run has continued to the end of the row */
+        length = j - start;
+        if (length > maxsize) {
+            maxsize = length;
+            maxstart = start;
+        }
+    }
+    if (pxstart) *pxstart = maxstart;
+    *psize = maxsize;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixFindMaxVerticalRunOnLine()
+ *
+ * \param[in]    pix       1 bpp
+ * \param[in]    x         column to traverse
+ * \param[out]   pystart   [optional] start position
+ * \param[out]   psize     the size of the run
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the longest foreground vertical run on a scanline.
+ *      (2) To find background runs, use pixInvert() before applying
+ *          this function.
+ * 

+ */
+l_ok
+pixFindMaxVerticalRunOnLine(PIX      *pix,
+                            l_int32   x,
+                            l_int32  *pystart,
+                            l_int32  *psize)
+{
+l_int32    inrun;  /* boolean */
+l_int32    w, h, i, wpl, val, maxstart, maxsize, length, start;
+l_uint32  *data, *line;
+
+    PROCNAME("pixFindMaxVerticalRunOnLine");
+
+    if (pystart) *pystart = 0;
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    *psize = 0;
+    if (!pix || pixGetDepth(pix) != 1)
+        return ERROR_INT("pix not defined or not 1 bpp", procName, 1);
+    pixGetDimensions(pix, &w, &h, NULL);
+    if (x < 0 || x >= w)
+        return ERROR_INT("x not in [0 ... w - 1]", procName, 1);
+
+    wpl = pixGetWpl(pix);
+    data = pixGetData(pix);
+    inrun = FALSE;
+    start = 0;
+    maxstart = 0;
+    maxsize = 0;
+    for (i = 0; i < h; i++) {
+        line = data + i * wpl;
+        val = GET_DATA_BIT(line, x);
+        if (!inrun) {
+            if (val) {
+                start = i;
+                inrun = TRUE;
+            }
+        } else if (!val) {  /* run just ended */
+            length = i - start;
+            if (length > maxsize) {
+                maxsize = length;
+                maxstart = start;
+            }
+            inrun = FALSE;
+        }
+    }
+
+    if (inrun) {  /* a run has continued to the end of the column */
+        length = i - start;
+        if (length > maxsize) {
+            maxsize = length;
+            maxstart = start;
+        }
+    }
+    if (pystart) *pystart = maxstart;
+    *psize = maxsize;
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *            Compute runlength-to-membership transform on a line        *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   runlengthMembershipOnLine()
+ *
+ * \param[in]     buffer   into which full line of data is placed
+ * \param[in]     size     full size of line; w or h
+ * \param[in]     depth    8 or 16 bpp
+ * \param[in]     start    array of start positions for fg runs
+ * \param[in]     end      array of end positions for fg runs
+ * \param[in]     n        the number of runs
+ * \return   0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Converts a set of runlengths into a buffer of
+ *          runlength membership values.
+ *      (2) Initialization of the array gives pixels that are
+ *          not within a run the value 0.
+ * 

+ */
+l_ok
+runlengthMembershipOnLine(l_int32  *buffer,
+                          l_int32   size,
+                          l_int32   depth,
+                          l_int32  *start,
+                          l_int32  *end,
+                          l_int32   n)
+{
+l_int32  i, j, first, last, diff, max;
+
+    PROCNAME("runlengthMembershipOnLine");
+
+    if (!buffer)
+        return ERROR_INT("buffer not defined", procName, 1);
+    if (!start)
+        return ERROR_INT("start not defined", procName, 1);
+    if (!end)
+        return ERROR_INT("end not defined", procName, 1);
+
+    if (depth == 8)
+        max = 0xff;
+    else  /* depth == 16 */
+        max = 0xffff;
+
+    memset(buffer, 0, 4 * size);
+    for (i = 0; i < n; i++) {
+        first = start[i];
+        last = end[i];
+        diff = last - first + 1;
+        diff = L_MIN(diff, max);
+        for (j = first; j <= last; j++)
+            buffer[j] = diff;
+    }
+
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                       Make byte position LUT                          *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   makeMSBitLocTab()
+ *
+ * \param[in]    bitval   either 0 or 1
+ * \return  table:  for an input byte, the MS bit location, starting at 0
+ *                  with the MSBit in the byte, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) If %bitval == 1, it finds the leftmost ON pixel in a byte;
+ *          otherwise if %bitval == 0, it finds the leftmost OFF pixel.
+ *      (2) If there are no pixels of the indicated color in the byte,
+ *          this returns 8.
+ * 

+ */
+l_int32 *
+makeMSBitLocTab(l_int32  bitval)
+{
+l_int32   i, j;
+l_int32  *tab;
+l_uint8   byte, mask;
+
+    tab = (l_int32 *)LEPT_CALLOC(256, sizeof(l_int32));
+    for (i = 0; i < 256; i++) {
+        byte = (l_uint8)i;
+        if (bitval == 0)
+            byte = ~byte;
+        tab[i] = 8;
+        mask = 0x80;
+        for (j = 0; j < 8; j++) {
+            if (byte & mask) {
+                tab[i] = j;
+                break;
+            }
+            mask >>= 1;
+        }
+    }
+    return tab;
+}
diff --git a/3rdparty/hgOCR/leptonica/sarray1.c b/3rdparty/hgOCR/leptonica/sarray1.c
new file mode 100644
index 00000000..77160718
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/sarray1.c
@@ -0,0 +1,1965 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  sarray1.c
+ * 
+ *
+ *      Create/Destroy/Copy
+ *          SARRAY    *sarrayCreate()
+ *          SARRAY    *sarrayCreateInitialized()
+ *          SARRAY    *sarrayCreateWordsFromString()
+ *          SARRAY    *sarrayCreateLinesFromString()
+ *          void      *sarrayDestroy()
+ *          SARRAY    *sarrayCopy()
+ *          SARRAY    *sarrayClone()
+ *
+ *      Add/Remove string
+ *          l_int32    sarrayAddString()
+ *          static l_int32  sarrayExtendArray()
+ *          char      *sarrayRemoveString()
+ *          l_int32    sarrayReplaceString()
+ *          l_int32    sarrayClear()
+ *
+ *      Accessors
+ *          l_int32    sarrayGetCount()
+ *          char     **sarrayGetArray()
+ *          char      *sarrayGetString()
+ *          l_int32    sarrayGetRefcount()
+ *          l_int32    sarrayChangeRefcount()
+ *
+ *      Conversion back to string
+ *          char      *sarrayToString()
+ *          char      *sarrayToStringRange()
+ *
+ *      Join 2 sarrays
+ *          l_int32    sarrayJoin()
+ *          l_int32    sarrayAppendRange()
+ *
+ *      Pad an sarray to be the same size as another sarray
+ *          l_int32    sarrayPadToSameSize()
+ *
+ *      Convert word sarray to (formatted) line sarray
+ *          SARRAY    *sarrayConvertWordsToLines()
+ *
+ *      Split string on separator list
+ *          SARRAY    *sarraySplitString()
+ *
+ *      Filter sarray
+ *          SARRAY    *sarraySelectBySubstring()
+ *          SARRAY    *sarraySelectByRange()
+ *          l_int32    sarrayParseRange()
+ *
+ *      Serialize for I/O
+ *          SARRAY    *sarrayRead()
+ *          SARRAY    *sarrayReadStream()
+ *          SARRAY    *sarrayReadMem()
+ *          l_int32    sarrayWrite()
+ *          l_int32    sarrayWriteStream()
+ *          l_int32    sarrayWriteMem()
+ *          l_int32    sarrayAppend()
+ *
+ *      Directory filenames
+ *          SARRAY    *getNumberedPathnamesInDirectory()
+ *          SARRAY    *getSortedPathnamesInDirectory()
+ *          SARRAY    *convertSortedToNumberedPathnames()
+ *          SARRAY    *getFilenamesInDirectory()
+ *
+ *      These functions are important for efficient manipulation
+ *      of string data, and they have found widespread use in
+ *      leptonica.  For example:
+ *         (1) to generate text files: e.g., PostScript and PDF
+ *             wrappers around sets of images
+ *         (2) to parse text files: e.g., extracting prototypes
+ *             from the source to generate allheaders.h
+ *         (3) to generate code for compilation: e.g., the fast
+ *             dwa code for arbitrary structuring elements.
+ *
+ *      Comments on usage:
+ *
+ *          The user is responsible for correctly disposing of strings
+ *          that have been extracted from sarrays.  In the following,
+ *          "str_not_owned" means the returned handle does not own the string,
+ *          and "str_owned" means the returned handle owns the string.
+ *            - To extract a string from an Sarray in order to inspect it
+ *              or to make a copy of it later, get a handle to it:
+ *                  copyflag = L_NOCOPY.
+ *              In this case, you must neither free the string nor put it
+ *              directly in another array:
+ *                 str-not-owned = sarrayGetString(sa, index, L_NOCOPY);
+ *            - To extract a copy of a string from an Sarray, use:
+ *                 str-owned = sarrayGetString(sa, index, L_COPY);
+ *            ~ To insert a string that is in one array into another
+ *              array (always leaving the first array intact), there are
+ *              two options:
+ *                 (1) use copyflag = L_COPY to make an immediate copy,
+ *                     which you then add to the second array by insertion:
+ *                       str-owned = sarrayGetString(sa, index, L_COPY);
+ *                       sarrayAddString(sa, str-owned, L_INSERT);
+ *                 (2) use copyflag = L_NOCOPY to get another handle to
+ *                     the string; you then add a copy of it to the
+ *                     second string array:
+ *                       str-not-owned = sarrayGetString(sa, index, L_NOCOPY);
+ *                       sarrayAddString(sa, str-not-owned, L_COPY).
+ *              sarrayAddString() transfers ownership to the Sarray, so never
+ *              use L_INSERT if the string is owned by another array.
+ *
+ *              In all cases, when you use copyflag = L_COPY to extract
+ *              a string from an array, you must either free it
+ *              or insert it in an array that will be freed later.
+ * 

+ */
+
+#include 
+#ifndef _WIN32
+#include      /* unix only */
+#include 
+#include   /* needed for realpath() */
+#include   /* needed for realpath() */
+#endif  /* ! _WIN32 */
+#include "allheaders.h"
+
+static const l_uint32  MaxPtrArraySize = 100000;
+static const l_int32   InitialPtrArraySize = 50;      /*!< n'importe quoi */
+
+    /* Static functions */
+static l_int32 sarrayExtendArray(SARRAY *sa);
+
+
+/*--------------------------------------------------------------------------*
+ *                   String array create/destroy/copy/extend                *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayCreate()
+ *
+ * \param[in]    n    size of string ptr array to be alloc'd; use 0 for default
+ * \return  sarray, or NULL on error
+ */
+SARRAY *
+sarrayCreate(l_int32  n)
+{
+SARRAY  *sa;
+
+    PROCNAME("sarrayCreate");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        n = InitialPtrArraySize;
+
+    sa = (SARRAY *)LEPT_CALLOC(1, sizeof(SARRAY));
+    if ((sa->array = (char **)LEPT_CALLOC(n, sizeof(char *))) == NULL) {
+        sarrayDestroy(&sa);
+        return (SARRAY *)ERROR_PTR("ptr array not made", procName, NULL);
+    }
+
+    sa->nalloc = n;
+    sa->n = 0;
+    sa->refcount = 1;
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayCreateInitialized()
+ *
+ * \param[in]    n         size of string ptr array to be alloc'd
+ * \param[in]    initstr   string to be initialized on the full array
+ * \return  sarray, or NULL on error
+ */
+SARRAY *
+sarrayCreateInitialized(l_int32      n,
+                        const char  *initstr)
+{
+l_int32  i;
+SARRAY  *sa;
+
+    PROCNAME("sarrayCreateInitialized");
+
+    if (n <= 0)
+        return (SARRAY *)ERROR_PTR("n must be > 0", procName, NULL);
+    if (!initstr)
+        return (SARRAY *)ERROR_PTR("initstr not defined", procName, NULL);
+
+    sa = sarrayCreate(n);
+    for (i = 0; i < n; i++)
+        sarrayAddString(sa, initstr, L_COPY);
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayCreateWordsFromString()
+ *
+ * \param[in]    string
+ * \return  sarray, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the number of word substrings, creates an sarray
+ *          of this size, and puts copies of each substring into the sarray.
+ * 

+ */
+SARRAY *
+sarrayCreateWordsFromString(const char  *string)
+{
+char     separators[] = " \n\t";
+l_int32  i, nsub, size, inword;
+SARRAY  *sa;
+
+    PROCNAME("sarrayCreateWordsFromString");
+
+    if (!string)
+        return (SARRAY *)ERROR_PTR("textstr not defined", procName, NULL);
+
+        /* Find the number of words */
+    size = strlen(string);
+    nsub = 0;
+    inword = FALSE;
+    for (i = 0; i < size; i++) {
+        if (inword == FALSE &&
+           (string[i] != ' ' && string[i] != '\t' && string[i] != '\n')) {
+           inword = TRUE;
+           nsub++;
+        } else if (inword == TRUE &&
+           (string[i] == ' ' || string[i] == '\t' || string[i] == '\n')) {
+           inword = FALSE;
+        }
+    }
+
+    if ((sa = sarrayCreate(nsub)) == NULL)
+        return (SARRAY *)ERROR_PTR("sa not made", procName, NULL);
+    sarraySplitString(sa, string, separators);
+
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayCreateLinesFromString()
+ *
+ * \param[in]    string
+ * \param[in]    blankflag    0 to exclude blank lines; 1 to include
+ * \return  sarray, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds the number of line substrings, each of which
+ *          ends with a newline, and puts a copy of each substring
+ *          in a new sarray.
+ *      (2) The newline characters are removed from each substring.
+ * 

+ */
+SARRAY *
+sarrayCreateLinesFromString(const char  *string,
+                            l_int32      blankflag)
+{
+l_int32  i, nsub, size, startptr;
+char    *cstring, *substring;
+SARRAY  *sa;
+
+    PROCNAME("sarrayCreateLinesFromString");
+
+    if (!string)
+        return (SARRAY *)ERROR_PTR("textstr not defined", procName, NULL);
+
+        /* Find the number of lines */
+    size = strlen(string);
+    nsub = 0;
+    for (i = 0; i < size; i++) {
+        if (string[i] == '\n')
+            nsub++;
+    }
+
+    if ((sa = sarrayCreate(nsub)) == NULL)
+        return (SARRAY *)ERROR_PTR("sa not made", procName, NULL);
+
+    if (blankflag) {  /* keep blank lines as null strings */
+            /* Make a copy for munging */
+        if ((cstring = stringNew(string)) == NULL) {
+            sarrayDestroy(&sa);
+            return (SARRAY *)ERROR_PTR("cstring not made", procName, NULL);
+        }
+            /* We'll insert nulls like strtok */
+        startptr = 0;
+        for (i = 0; i < size; i++) {
+            if (cstring[i] == '\n') {
+                cstring[i] = '\0';
+                if (i > 0 && cstring[i - 1] == '\r')
+                    cstring[i - 1] = '\0';  /* also remove Windows CR */
+                if ((substring = stringNew(cstring + startptr)) == NULL) {
+                    sarrayDestroy(&sa);
+                    LEPT_FREE(cstring);
+                    return (SARRAY *)ERROR_PTR("substring not made",
+                                                procName, NULL);
+                }
+                sarrayAddString(sa, substring, L_INSERT);
+/*                fprintf(stderr, "substring = %s\n", substring); */
+                startptr = i + 1;
+            }
+        }
+        if (startptr < size) {  /* no newline at end of last line */
+            if ((substring = stringNew(cstring + startptr)) == NULL) {
+                sarrayDestroy(&sa);
+                LEPT_FREE(cstring);
+                return (SARRAY *)ERROR_PTR("substring not made",
+                                           procName, NULL);
+            }
+            sarrayAddString(sa, substring, L_INSERT);
+/*            fprintf(stderr, "substring = %s\n", substring); */
+        }
+        LEPT_FREE(cstring);
+    } else {  /* remove blank lines; use strtok */
+        sarraySplitString(sa, string, "\r\n");
+    }
+
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayDestroy()
+ *
+ * \param[in,out]   psa    will be set to null before returning
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Decrements the ref count and, if 0, destroys the sarray.
+ *      (2) Always nulls the input ptr.
+ * 

+ */
+void
+sarrayDestroy(SARRAY  **psa)
+{
+l_int32  i;
+SARRAY  *sa;
+
+    PROCNAME("sarrayDestroy");
+
+    if (psa == NULL) {
+        L_WARNING("ptr address is NULL!\n", procName);
+        return;
+    }
+    if ((sa = *psa) == NULL)
+        return;
+
+    sarrayChangeRefcount(sa, -1);
+    if (sarrayGetRefcount(sa) <= 0) {
+        if (sa->array) {
+            for (i = 0; i < sa->n; i++) {
+                if (sa->array[i])
+                    LEPT_FREE(sa->array[i]);
+            }
+            LEPT_FREE(sa->array);
+        }
+        LEPT_FREE(sa);
+    }
+
+    *psa = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   sarrayCopy()
+ *
+ * \param[in]    sa    string array
+ * \return  copy of sarray, or NULL on error
+ */
+SARRAY *
+sarrayCopy(SARRAY  *sa)
+{
+l_int32  i;
+SARRAY  *csa;
+
+    PROCNAME("sarrayCopy");
+
+    if (!sa)
+        return (SARRAY *)ERROR_PTR("sa not defined", procName, NULL);
+
+    if ((csa = sarrayCreate(sa->nalloc)) == NULL)
+        return (SARRAY *)ERROR_PTR("csa not made", procName, NULL);
+
+    for (i = 0; i < sa->n; i++)
+        sarrayAddString(csa, sa->array[i], L_COPY);
+
+    return csa;
+}
+
+
+/*!
+ * \brief   sarrayClone()
+ *
+ * \param[in]    sa    string array
+ * \return  ptr to same sarray, or NULL on error
+ */
+SARRAY *
+sarrayClone(SARRAY  *sa)
+{
+    PROCNAME("sarrayClone");
+
+    if (!sa)
+        return (SARRAY *)ERROR_PTR("sa not defined", procName, NULL);
+    sarrayChangeRefcount(sa, 1);
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayAddString()
+ *
+ * \param[in]    sa         string array
+ * \param[in]    string     string to be added
+ * \param[in]    copyflag   L_INSERT, L_NOCOPY or L_COPY
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See usage comments at the top of this file.  L_INSERT is
+ *          equivalent to L_NOCOPY.
+ * 

+ */
+l_ok
+sarrayAddString(SARRAY      *sa,
+                const char  *string,
+                l_int32      copyflag)
+{
+l_int32  n;
+
+    PROCNAME("sarrayAddString");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!string)
+        return ERROR_INT("string not defined", procName, 1);
+    if (copyflag != L_INSERT && copyflag != L_NOCOPY && copyflag != L_COPY)
+        return ERROR_INT("invalid copyflag", procName, 1);
+
+    n = sarrayGetCount(sa);
+    if (n >= sa->nalloc)
+        sarrayExtendArray(sa);
+
+    if (copyflag == L_COPY)
+        sa->array[n] = stringNew(string);
+    else  /* L_INSERT or L_NOCOPY */
+        sa->array[n] = (char *)string;
+    sa->n++;
+    return 0;
+}
+
+
+/*!
+ * \brief   sarrayExtendArray()
+ *
+ * \param[in]    sa    string array
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+sarrayExtendArray(SARRAY  *sa)
+{
+    PROCNAME("sarrayExtendArray");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+    if ((sa->array = (char **)reallocNew((void **)&sa->array,
+                              sizeof(char *) * sa->nalloc,
+                              2 * sizeof(char *) * sa->nalloc)) == NULL)
+            return ERROR_INT("new ptr array not returned", procName, 1);
+
+    sa->nalloc *= 2;
+    return 0;
+}
+
+
+/*!
+ * \brief   sarrayRemoveString()
+ *
+ * \param[in]    sa       string array
+ * \param[in]    index    of string within sarray
+ * \return  removed string, or NULL on error
+ */
+char *
+sarrayRemoveString(SARRAY  *sa,
+                   l_int32  index)
+{
+char    *string;
+char   **array;
+l_int32  i, n, nalloc;
+
+    PROCNAME("sarrayRemoveString");
+
+    if (!sa)
+        return (char *)ERROR_PTR("sa not defined", procName, NULL);
+
+    if ((array = sarrayGetArray(sa, &nalloc, &n)) == NULL)
+        return (char *)ERROR_PTR("array not returned", procName, NULL);
+
+    if (index < 0 || index >= n)
+        return (char *)ERROR_PTR("array index out of bounds", procName, NULL);
+
+    string = array[index];
+
+        /* If removed string is not at end of array, shift
+         * to fill in, maintaining original ordering.
+         * Note: if we didn't care about the order, we could
+         * put the last string array[n - 1] directly into the hole.  */
+    for (i = index; i < n - 1; i++)
+        array[i] = array[i + 1];
+
+    sa->n--;
+    return string;
+}
+
+
+/*!
+ * \brief   sarrayReplaceString()
+ *
+ * \param[in]    sa         string array
+ * \param[in]    index      of string within sarray to be replaced
+ * \param[in]    newstr     string to replace existing one
+ * \param[in]    copyflag   L_INSERT, L_COPY
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This destroys an existing string and replaces it with
+ *          the new string or a copy of it.
+ *      (2) By design, an sarray is always compacted, so there are
+ *          never any holes (null ptrs) in the ptr array up to the
+ *          current count.
+ * 

+ */
+l_ok
+sarrayReplaceString(SARRAY  *sa,
+                    l_int32  index,
+                    char    *newstr,
+                    l_int32  copyflag)
+{
+char    *str;
+l_int32  n;
+
+    PROCNAME("sarrayReplaceString");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    n = sarrayGetCount(sa);
+    if (index < 0 || index >= n)
+        return ERROR_INT("array index out of bounds", procName, 1);
+    if (!newstr)
+        return ERROR_INT("newstr not defined", procName, 1);
+    if (copyflag != L_INSERT && copyflag != L_COPY)
+        return ERROR_INT("invalid copyflag", procName, 1);
+
+    LEPT_FREE(sa->array[index]);
+    if (copyflag == L_INSERT)
+        str = newstr;
+    else  /* L_COPY */
+        str = stringNew(newstr);
+    sa->array[index] = str;
+    return 0;
+}
+
+
+/*!
+ * \brief   sarrayClear()
+ *
+ * \param[in]    sa    string array
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+sarrayClear(SARRAY  *sa)
+{
+l_int32  i;
+
+    PROCNAME("sarrayClear");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    for (i = 0; i < sa->n; i++) {  /* free strings and null ptrs */
+        LEPT_FREE(sa->array[i]);
+        sa->array[i] = NULL;
+    }
+    sa->n = 0;
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                               Accessors                              *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayGetCount()
+ *
+ * \param[in]    sa    string array
+ * \return  count, or 0 if no strings or on error
+ */
+l_int32
+sarrayGetCount(SARRAY  *sa)
+{
+    PROCNAME("sarrayGetCount");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 0);
+    return sa->n;
+}
+
+
+/*!
+ * \brief   sarrayGetArray()
+ *
+ * \param[in]    sa        string array
+ * \param[out]   pnalloc   [optional] number allocated string ptrs
+ * \param[out]   pn        [optional] number allocated strings
+ * \return  ptr to string array, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Caution: the returned array is not a copy, so caller
+ *          must not destroy it!
+ * 

+ */
+char **
+sarrayGetArray(SARRAY   *sa,
+               l_int32  *pnalloc,
+               l_int32  *pn)
+{
+char  **array;
+
+    PROCNAME("sarrayGetArray");
+
+    if (!sa)
+        return (char **)ERROR_PTR("sa not defined", procName, NULL);
+
+    array = sa->array;
+    if (pnalloc) *pnalloc = sa->nalloc;
+    if (pn) *pn = sa->n;
+
+    return array;
+}
+
+
+/*!
+ * \brief   sarrayGetString()
+ *
+ * \param[in]    sa         string array
+ * \param[in]    index      to the index-th string
+ * \param[in]    copyflag   L_NOCOPY or L_COPY
+ * \return  string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See usage comments at the top of this file.
+ *      (2) To get a pointer to the string itself, use L_NOCOPY.
+ *          To get a copy of the string, use L_COPY.
+ * 

+ */
+char *
+sarrayGetString(SARRAY  *sa,
+                l_int32  index,
+                l_int32  copyflag)
+{
+    PROCNAME("sarrayGetString");
+
+    if (!sa)
+        return (char *)ERROR_PTR("sa not defined", procName, NULL);
+    if (index < 0 || index >= sa->n)
+        return (char *)ERROR_PTR("index not valid", procName, NULL);
+    if (copyflag != L_NOCOPY && copyflag != L_COPY)
+        return (char *)ERROR_PTR("invalid copyflag", procName, NULL);
+
+    if (copyflag == L_NOCOPY)
+        return sa->array[index];
+    else  /* L_COPY */
+        return stringNew(sa->array[index]);
+}
+
+
+/*!
+ * \brief   sarrayGetRefCount()
+ *
+ * \param[in]    sa     string array
+ * \return  refcount, or UNDEF on error
+ */
+l_int32
+sarrayGetRefcount(SARRAY  *sa)
+{
+    PROCNAME("sarrayGetRefcount");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, UNDEF);
+    return sa->refcount;
+}
+
+
+/*!
+ * \brief   sarrayChangeRefCount()
+ *
+ * \param[in]    sa      string array
+ * \param[in]    delta   change to be applied
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+sarrayChangeRefcount(SARRAY  *sa,
+                     l_int32  delta)
+{
+    PROCNAME("sarrayChangeRefcount");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, UNDEF);
+    sa->refcount += delta;
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                      Conversion to string                           *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayToString()
+ *
+ * \param[in]    sa          string array
+ * \param[in]    addnlflag   flag: 0 adds nothing to each substring
+ *                                 1 adds '\n' to each substring
+ *                                 2 adds ' ' to each substring
+ * \return  dest string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Concatenates all the strings in the sarray, preserving
+ *          all white space.
+ *      (2) If addnlflag != 0, adds either a '\n' or a ' ' after
+ *          each substring.
+ *      (3) This function was NOT implemented as:
+ *            for (i = 0; i < n; i++)
+ *                     strcat(dest, sarrayGetString(sa, i, L_NOCOPY));
+ *          Do you see why?
+ * 

+ */
+char *
+sarrayToString(SARRAY  *sa,
+               l_int32  addnlflag)
+{
+    PROCNAME("sarrayToString");
+
+    if (!sa)
+        return (char *)ERROR_PTR("sa not defined", procName, NULL);
+
+    return sarrayToStringRange(sa, 0, 0, addnlflag);
+}
+
+
+/*!
+ * \brief   sarrayToStringRange()
+ *
+ * \param[in]   sa          string array
+ * \param[in]   first       index of first string to use; starts with 0
+ * \param[in]   nstrings    number of strings to append into the result; use
+ *                          0 to append to the end of the sarray
+ * \param[in]   addnlflag   flag: 0 adds nothing to each substring
+ *                                1 adds '\n' to each substring
+ *                                2 adds ' ' to each substring
+ * \return  dest string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Concatenates the specified strings inthe sarray, preserving
+ *          all white space.
+ *      (2) If addnlflag != 0, adds either a '\n' or a ' ' after
+ *          each substring.
+ *      (3) If the sarray is empty, this returns a string with just
+ *          the character corresponding to %addnlflag.
+ * 

+ */
+char *
+sarrayToStringRange(SARRAY  *sa,
+                    l_int32  first,
+                    l_int32  nstrings,
+                    l_int32  addnlflag)
+{
+char    *dest, *src, *str;
+l_int32  n, i, last, size, index, len;
+
+    PROCNAME("sarrayToStringRange");
+
+    if (!sa)
+        return (char *)ERROR_PTR("sa not defined", procName, NULL);
+    if (addnlflag != 0 && addnlflag != 1 && addnlflag != 2)
+        return (char *)ERROR_PTR("invalid addnlflag", procName, NULL);
+
+    n = sarrayGetCount(sa);
+
+        /* Empty sa; return char corresponding to addnlflag only */
+    if (n == 0) {
+        if (first == 0) {
+            if (addnlflag == 0)
+                return stringNew("");
+            if (addnlflag == 1)
+                return stringNew("\n");
+            else  /* addnlflag == 2) */
+                return stringNew(" ");
+        } else {
+            return (char *)ERROR_PTR("first not valid", procName, NULL);
+        }
+    }
+
+    if (first < 0 || first >= n)
+        return (char *)ERROR_PTR("first not valid", procName, NULL);
+    if (nstrings == 0 || (nstrings > n - first))
+        nstrings = n - first;  /* no overflow */
+    last = first + nstrings - 1;
+
+    size = 0;
+    for (i = first; i <= last; i++) {
+        if ((str = sarrayGetString(sa, i, L_NOCOPY)) == NULL)
+            return (char *)ERROR_PTR("str not found", procName, NULL);
+        size += strlen(str) + 2;
+    }
+
+    if ((dest = (char *)LEPT_CALLOC(size + 1, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("dest not made", procName, NULL);
+
+    index = 0;
+    for (i = first; i <= last; i++) {
+        src = sarrayGetString(sa, i, L_NOCOPY);
+        len = strlen(src);
+        memcpy(dest + index, src, len);
+        index += len;
+        if (addnlflag == 1) {
+            dest[index] = '\n';
+            index++;
+        } else if (addnlflag == 2) {
+            dest[index] = ' ';
+            index++;
+        }
+    }
+
+    return dest;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                           Join 2 sarrays                             *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayJoin()
+ *
+ * \param[in]    sa1   to be added to
+ * \param[in]    sa2   append to sa1
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Copies of the strings in sarray2 are added to sarray1.
+ * 

+ */
+l_ok
+sarrayJoin(SARRAY  *sa1,
+           SARRAY  *sa2)
+{
+char    *str;
+l_int32  n, i;
+
+    PROCNAME("sarrayJoin");
+
+    if (!sa1)
+        return ERROR_INT("sa1 not defined", procName, 1);
+    if (!sa2)
+        return ERROR_INT("sa2 not defined", procName, 1);
+
+    n = sarrayGetCount(sa2);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sa2, i, L_NOCOPY);
+        sarrayAddString(sa1, str, L_COPY);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   sarrayAppendRange()
+ *
+ * \param[in]    sa1     to be added to
+ * \param[in]    sa2     append specified range of strings in sa2 to sa1
+ * \param[in]    start   index of first string of sa2 to append
+ * \param[in]    end     index of last string of sa2 to append;
+ *                       -1 to append to end of array
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Copies of the strings in sarray2 are added to sarray1.
+ *      (2) The [start ... end] range is truncated if necessary.
+ *      (3) Use end == -1 to append to the end of sa2.
+ * 

+ */
+l_ok
+sarrayAppendRange(SARRAY  *sa1,
+                  SARRAY  *sa2,
+                  l_int32  start,
+                  l_int32  end)
+{
+char    *str;
+l_int32  n, i;
+
+    PROCNAME("sarrayAppendRange");
+
+    if (!sa1)
+        return ERROR_INT("sa1 not defined", procName, 1);
+    if (!sa2)
+        return ERROR_INT("sa2 not defined", procName, 1);
+
+    if (start < 0)
+        start = 0;
+    n = sarrayGetCount(sa2);
+    if (end < 0 || end >= n)
+        end = n - 1;
+    if (start > end)
+        return ERROR_INT("start > end", procName, 1);
+
+    for (i = start; i <= end; i++) {
+        str = sarrayGetString(sa2, i, L_NOCOPY);
+        sarrayAddString(sa1, str, L_COPY);
+    }
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *          Pad an sarray to be the same size as another sarray         *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayPadToSameSize()
+ *
+ * \param[in]    sa1, sa2
+ * \param[in]    padstring
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If two sarrays have different size, this adds enough
+ *          instances of %padstring to the smaller so that they are
+ *          the same size.  It is useful when two or more sarrays
+ *          are being sequenced in parallel, and it is necessary to
+ *          find a valid string at each index.
+ * 

+ */
+l_ok
+sarrayPadToSameSize(SARRAY      *sa1,
+                    SARRAY      *sa2,
+                    const char  *padstring)
+{
+l_int32  i, n1, n2;
+
+    PROCNAME("sarrayPadToSameSize");
+
+    if (!sa1 || !sa2)
+        return ERROR_INT("both sa1 and sa2 not defined", procName, 1);
+
+    n1 = sarrayGetCount(sa1);
+    n2 = sarrayGetCount(sa2);
+    if (n1 < n2) {
+        for (i = n1; i < n2; i++)
+            sarrayAddString(sa1, padstring, L_COPY);
+    } else if (n1 > n2) {
+        for (i = n2; i < n1; i++)
+            sarrayAddString(sa2, padstring, L_COPY);
+    }
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                   Convert word sarray to line sarray                 *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayConvertWordsToLines()
+ *
+ * \param[in]    sa  sa      of individual words
+ * \param[in]    linesize    max num of chars in each line
+ * \return  saout sa of formatted lines, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is useful for re-typesetting text to a specific maximum
+ *          line length.  The individual words in the input sarray
+ *          are concatenated into textlines.  An input word string of zero
+ *          length is taken to be a paragraph separator.  Each time
+ *          such a string is found, the current line is ended and
+ *          a new line is also produced that contains just the
+ *          string of zero length "".  When the output sarray
+ *          of lines is eventually converted to a string with newlines
+ *          typically appended to each line string, the empty
+ *          strings are just converted to newlines, producing the visible
+ *          paragraph separation.
+ *      (2) What happens when a word is larger than linesize?
+ *          We write it out as a single line anyway!  Words preceding
+ *          or following this long word are placed on lines preceding
+ *          or following the line with the long word.  Why this choice?
+ *          Long "words" found in text documents are typically URLs, and
+ *          it's often desirable not to put newlines in the middle of a URL.
+ *          The text display program e.g., text editor will typically
+ *          wrap the long "word" to fit in the window.
+ * 

+ */
+SARRAY *
+sarrayConvertWordsToLines(SARRAY  *sa,
+                          l_int32  linesize)
+{
+char    *wd, *strl;
+char     emptystring[] = "";
+l_int32  n, i, len, totlen;
+SARRAY  *sal, *saout;
+
+    PROCNAME("sarrayConvertWordsToLines");
+
+    if (!sa)
+        return (SARRAY *)ERROR_PTR("sa not defined", procName, NULL);
+
+    saout = sarrayCreate(0);
+    n = sarrayGetCount(sa);
+    totlen = 0;
+    sal = NULL;
+    for (i = 0; i < n; i++) {
+        if (!sal)
+            sal = sarrayCreate(0);
+        wd = sarrayGetString(sa, i, L_NOCOPY);
+        len = strlen(wd);
+        if (len == 0) {  /* end of paragraph: end line & insert blank line */
+            if (totlen > 0) {
+                strl = sarrayToString(sal, 2);
+                sarrayAddString(saout, strl, L_INSERT);
+            }
+            sarrayAddString(saout, emptystring, L_COPY);
+            sarrayDestroy(&sal);
+            totlen = 0;
+        } else if (totlen == 0 && len + 1 > linesize) {  /* long word! */
+            sarrayAddString(saout, wd, L_COPY);  /* copy to one line */
+        } else if (totlen + len + 1 > linesize) {  /* end line & start new */
+            strl = sarrayToString(sal, 2);
+            sarrayAddString(saout, strl, L_INSERT);
+            sarrayDestroy(&sal);
+            sal = sarrayCreate(0);
+            sarrayAddString(sal, wd, L_COPY);
+            totlen = len + 1;
+        } else {  /* add to current line */
+            sarrayAddString(sal, wd, L_COPY);
+            totlen += len + 1;
+        }
+    }
+    if (totlen > 0) {   /* didn't end with blank line; output last line */
+        strl = sarrayToString(sal, 2);
+        sarrayAddString(saout, strl, L_INSERT);
+        sarrayDestroy(&sal);
+    }
+
+    return saout;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                    Split string on separator list                    *
+ *----------------------------------------------------------------------*/
+/*
+ * \brief   sarraySplitString()
+ *
+ * \param[in]   sa            to append to; typically empty initially
+ * \param[in]   str           string to split; not changed
+ * \param[in]   separators    characters that split input string
+ * \return   0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This uses strtokSafe().  See the notes there in utils.c.
+ * 

+ */
+l_int32
+sarraySplitString(SARRAY      *sa,
+                  const char  *str,
+                  const char  *separators)
+{
+char  *cstr, *substr, *saveptr;
+
+    PROCNAME("sarraySplitString");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!str)
+        return ERROR_INT("str not defined", procName, 1);
+    if (!separators)
+        return ERROR_INT("separators not defined", procName, 1);
+
+    cstr = stringNew(str);  /* preserves const-ness of input str */
+    saveptr = NULL;
+    substr = strtokSafe(cstr, separators, &saveptr);
+    if (substr)
+        sarrayAddString(sa, substr, L_INSERT);
+    while ((substr = strtokSafe(NULL, separators, &saveptr)))
+        sarrayAddString(sa, substr, L_INSERT);
+    LEPT_FREE(cstr);
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                              Filter sarray                           *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarraySelectBySubstring()
+ *
+ * \param[in]    sain     input sarray
+ * \param[in]    substr   [optional] substring for matching; can be NULL
+ * \return  saout output sarray, filtered with substring or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This selects all strings in sain that have substr as a substring.
+ *          Note that we can't use strncmp() because we're looking for
+ *          a match to the substring anywhere within each filename.
+ *      (2) If substr == NULL, returns a copy of the sarray.
+ * 

+ */
+SARRAY *
+sarraySelectBySubstring(SARRAY      *sain,
+                        const char  *substr)
+{
+char    *str;
+l_int32  n, i, offset, found;
+SARRAY  *saout;
+
+    PROCNAME("sarraySelectBySubstring");
+
+    if (!sain)
+        return (SARRAY *)ERROR_PTR("sain not defined", procName, NULL);
+
+    n = sarrayGetCount(sain);
+    if (!substr || n == 0)
+        return sarrayCopy(sain);
+
+    saout = sarrayCreate(n);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sain, i, L_NOCOPY);
+        arrayFindSequence((l_uint8 *)str, strlen(str), (l_uint8 *)substr,
+                          strlen(substr), &offset, &found);
+        if (found)
+            sarrayAddString(saout, str, L_COPY);
+    }
+
+    return saout;
+}
+
+
+/*!
+ * \brief   sarraySelectByRange()
+ *
+ * \param[in]    sain    input sarray
+ * \param[in]    first   index of first string to be selected
+ * \param[in]    last    index of last string to be selected;
+ *                       use 0 to go to the end of the sarray
+ * \return  saout   output sarray, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This makes %saout consisting of copies of all strings in %sain
+ *          in the index set [first ... last].  Use %last == 0 to get all
+ *          strings from %first to the last string in the sarray.
+ * 

+ */
+SARRAY *
+sarraySelectByRange(SARRAY  *sain,
+                    l_int32  first,
+                    l_int32  last)
+{
+char    *str;
+l_int32  n, i;
+SARRAY  *saout;
+
+    PROCNAME("sarraySelectByRange");
+
+    if (!sain)
+        return (SARRAY *)ERROR_PTR("sain not defined", procName, NULL);
+    if (first < 0) first = 0;
+    n = sarrayGetCount(sain);
+    if (last <= 0) last = n - 1;
+    if (last >= n) {
+        L_WARNING("last > n - 1; setting to n - 1\n", procName);
+        last = n - 1;
+    }
+    if (first > last)
+        return (SARRAY *)ERROR_PTR("first must be >= last", procName, NULL);
+
+    saout = sarrayCreate(0);
+    for (i = first; i <= last; i++) {
+        str = sarrayGetString(sain, i, L_COPY);
+        sarrayAddString(saout, str, L_INSERT);
+    }
+
+    return saout;
+}
+
+
+/*!
+ * \brief   sarrayParseRange()
+ *
+ * \param[in]    sa             input sarray
+ * \param[in]    start          index to start range search
+ * \param[out]   pactualstart   index of actual start; may be > 'start'
+ * \param[out]   pend           index of end
+ * \param[out]   pnewstart      index of start of next range
+ * \param[in]    substr         substring for matching at beginning of string
+ * \param[in]    loc            byte offset within the string for the pattern;
+ *                              use -1 if the location does not matter.
+ * \return  0 if valid range found; 1 otherwise
+ *
+ * 
+ * Notes:
+ *      (1) This finds the range of the next set of strings in SA,
+ *          beginning the search at 'start', that does NOT have
+ *          the substring 'substr' either at the indicated location
+ *          in the string or anywhere in the string.  The input
+ *          variable 'loc' is the specified offset within the string;
+ *          use -1 to indicate 'anywhere in the string'.
+ *      (2) Always check the return value to verify that a valid range
+ *          was found.
+ *      (3) If a valid range is not found, the values of actstart,
+ *          end and newstart are all set to the size of sa.
+ *      (4) If this is the last valid range, newstart returns the value n.
+ *          In use, this should be tested before calling the function.
+ *      (5) Usage example.  To find all the valid ranges in a file
+ *          where the invalid lines begin with two dashes, copy each
+ *          line in the file to a string in an sarray, and do:
+ *             start = 0;
+ *             while (!sarrayParseRange(sa, start, &actstart, &end, &start,
+ *                    "--", 0))
+ *                 fprintf(stderr, "start = %d, end = %d\n", actstart, end);
+ * 

+ */
+l_int32
+sarrayParseRange(SARRAY      *sa,
+                 l_int32      start,
+                 l_int32     *pactualstart,
+                 l_int32     *pend,
+                 l_int32     *pnewstart,
+                 const char  *substr,
+                 l_int32      loc)
+{
+char    *str;
+l_int32  n, i, offset, found;
+
+    PROCNAME("sarrayParseRange");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!pactualstart || !pend || !pnewstart)
+        return ERROR_INT("not all range addresses defined", procName, 1);
+    n = sarrayGetCount(sa);
+    *pactualstart = *pend = *pnewstart = n;
+    if (!substr)
+        return ERROR_INT("substr not defined", procName, 1);
+
+        /* Look for the first string without the marker */
+    if (start < 0 || start >= n)
+        return 1;
+    for (i = start; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        arrayFindSequence((l_uint8 *)str, strlen(str), (l_uint8 *)substr,
+                          strlen(substr), &offset, &found);
+        if (loc < 0) {
+            if (!found) break;
+        } else {
+            if (!found || offset != loc) break;
+        }
+    }
+    start = i;
+    if (i == n)  /* couldn't get started */
+        return 1;
+
+        /* Look for the last string without the marker */
+    *pactualstart = start;
+    for (i = start + 1; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        arrayFindSequence((l_uint8 *)str, strlen(str), (l_uint8 *)substr,
+                          strlen(substr), &offset, &found);
+        if (loc < 0) {
+            if (found) break;
+        } else {
+            if (found && offset == loc) break;
+        }
+    }
+    *pend = i - 1;
+    start = i;
+    if (i == n)  /* no further range */
+        return 0;
+
+        /* Look for the first string after *pend without the marker.
+         * This will start the next run of strings, if it exists. */
+    for (i = start; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        arrayFindSequence((l_uint8 *)str, strlen(str), (l_uint8 *)substr,
+                          strlen(substr), &offset, &found);
+        if (loc < 0) {
+            if (!found) break;
+        } else {
+            if (!found || offset != loc) break;
+        }
+    }
+    if (i < n)
+        *pnewstart = i;
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                           Serialize for I/O                          *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayRead()
+ *
+ * \param[in]    filename
+ * \return  sarray, or NULL on error
+ */
+SARRAY *
+sarrayRead(const char  *filename)
+{
+FILE    *fp;
+SARRAY  *sa;
+
+    PROCNAME("sarrayRead");
+
+    if (!filename)
+        return (SARRAY *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (SARRAY *)ERROR_PTR("stream not opened", procName, NULL);
+    sa = sarrayReadStream(fp);
+    fclose(fp);
+    if (!sa)
+        return (SARRAY *)ERROR_PTR("sa not read", procName, NULL);
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayReadStream()
+ *
+ * \param[in]    fp    file stream
+ * \return  sarray, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) We store the size of each string along with the string.
+ *          The limit on the number of strings is 2^24.
+ *          The limit on the size of any string is 2^30 bytes.
+ *      (2) This allows a string to have embedded newlines.  By reading
+ *          the entire string, as determined by its size, we are
+ *          not affected by any number of embedded newlines.
+ * 

+ */
+SARRAY *
+sarrayReadStream(FILE  *fp)
+{
+char    *stringbuf;
+l_int32  i, n, size, index, bufsize, version, ignore, success;
+SARRAY  *sa;
+
+    PROCNAME("sarrayReadStream");
+
+    if (!fp)
+        return (SARRAY *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if (fscanf(fp, "\nSarray Version %d\n", &version) != 1)
+        return (SARRAY *)ERROR_PTR("not an sarray file", procName, NULL);
+    if (version != SARRAY_VERSION_NUMBER)
+        return (SARRAY *)ERROR_PTR("invalid sarray version", procName, NULL);
+    if (fscanf(fp, "Number of strings = %d\n", &n) != 1)
+        return (SARRAY *)ERROR_PTR("error on # strings", procName, NULL);
+    if (n > (1 << 24))
+        return (SARRAY *)ERROR_PTR("more than 2^24 strings!", procName, NULL);
+
+    success = TRUE;
+    if ((sa = sarrayCreate(n)) == NULL)
+        return (SARRAY *)ERROR_PTR("sa not made", procName, NULL);
+    bufsize = 512 + 1;
+    stringbuf = (char *)LEPT_CALLOC(bufsize, sizeof(char));
+
+    for (i = 0; i < n; i++) {
+            /* Get the size of the stored string */
+        if ((fscanf(fp, "%d[%d]:", &index, &size) != 2) || (size > (1 << 30))) {
+            success = FALSE;
+            L_ERROR("error on string size\n", procName);
+            goto cleanup;
+        }
+            /* Expand the string buffer if necessary */
+        if (size > bufsize - 5) {
+            LEPT_FREE(stringbuf);
+            bufsize = (l_int32)(1.5 * size);
+            stringbuf = (char *)LEPT_CALLOC(bufsize, sizeof(char));
+        }
+            /* Read the stored string, plus leading spaces and trailing \n */
+        if (fread(stringbuf, 1, size + 3, fp) != size + 3) {
+            success = FALSE;
+            L_ERROR("error reading string\n", procName);
+            goto cleanup;
+        }
+            /* Remove the \n that was added by sarrayWriteStream() */
+        stringbuf[size + 2] = '\0';
+            /* Copy it in, skipping the 2 leading spaces */
+        sarrayAddString(sa, stringbuf + 2, L_COPY);
+    }
+    ignore = fscanf(fp, "\n");
+
+cleanup:
+    LEPT_FREE(stringbuf);
+    if (!success) sarrayDestroy(&sa);
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayReadMem()
+ *
+ * \param[in]    data    serialization in ascii
+ * \param[in]    size    of data; can use strlen to get it
+ * \return  sarray, or NULL on error
+ */
+SARRAY *
+sarrayReadMem(const l_uint8  *data,
+              size_t          size)
+{
+FILE    *fp;
+SARRAY  *sa;
+
+    PROCNAME("sarrayReadMem");
+
+    if (!data)
+        return (SARRAY *)ERROR_PTR("data not defined", procName, NULL);
+    if ((fp = fopenReadFromMemory(data, size)) == NULL)
+        return (SARRAY *)ERROR_PTR("stream not opened", procName, NULL);
+
+    sa = sarrayReadStream(fp);
+    fclose(fp);
+    if (!sa) L_ERROR("sarray not read\n", procName);
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayWrite()
+ *
+ * \param[in]    filename
+ * \param[in]    sa          string array
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+sarrayWrite(const char  *filename,
+            SARRAY      *sa)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("sarrayWrite");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "w")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = sarrayWriteStream(fp, sa);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("sa not written to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   sarrayWriteStream()
+ *
+ * \param[in]    fp    file stream
+ * \param[in]    sa    string array
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This appends a '\n' to each string, which is stripped
+ *          off by sarrayReadStream().
+ * 

+ */
+l_ok
+sarrayWriteStream(FILE    *fp,
+                  SARRAY  *sa)
+{
+l_int32  i, n, len;
+
+    PROCNAME("sarrayWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+    n = sarrayGetCount(sa);
+    fprintf(fp, "\nSarray Version %d\n", SARRAY_VERSION_NUMBER);
+    fprintf(fp, "Number of strings = %d\n", n);
+    for (i = 0; i < n; i++) {
+        len = strlen(sa->array[i]);
+        fprintf(fp, "  %d[%d]:  %s\n", i, len, sa->array[i]);
+    }
+    fprintf(fp, "\n");
+
+    return 0;
+}
+
+
+/*!
+ * \brief   sarrayWriteMem()
+ *
+ * \param[out]   pdata    data of serialized sarray; ascii
+ * \param[out]   psize    size of returned data
+ * \param[in]    sa
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Serializes a sarray in memory and puts the result in a buffer.
+ * 

+ */
+l_ok
+sarrayWriteMem(l_uint8  **pdata,
+               size_t    *psize,
+               SARRAY    *sa)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("sarrayWriteMem");
+
+    if (pdata) *pdata = NULL;
+    if (psize) *psize = 0;
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+#if HAVE_FMEMOPEN
+    if ((fp = open_memstream((char **)pdata, psize)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = sarrayWriteStream(fp, sa);
+#else
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+  #endif  /* _WIN32 */
+    ret = sarrayWriteStream(fp, sa);
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+#endif  /* HAVE_FMEMOPEN */
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   sarrayAppend()
+ *
+ * \param[in]    filename
+ * \param[in]    sa
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+sarrayAppend(const char  *filename,
+             SARRAY      *sa)
+{
+FILE  *fp;
+
+    PROCNAME("sarrayAppend");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "a")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    if (sarrayWriteStream(fp, sa)) {
+        fclose(fp);
+        return ERROR_INT("sa not appended to stream", procName, 1);
+    }
+
+    fclose(fp);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                           Directory filenames                       *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   getNumberedPathnamesInDirectory()
+ *
+ * \param[in]    dirname   directory name
+ * \param[in]    substr    [optional] substring filter on filenames; can be NULL
+ * \param[in]    numpre    number of characters in name before number
+ * \param[in]    numpost   number of characters in name after the number,
+ *                         up to a dot before an extension
+ * \param[in]    maxnum    only consider page numbers up to this value
+ * \return  sarray of numbered pathnames, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns the full pathnames of the numbered filenames in
+ *          the directory.  The number in the filename is the index
+ *          into the sarray.  For indices for which there are no filenames,
+ *          an empty string ("") is placed into the sarray.
+ *          This makes reading numbered files very simple.  For example,
+ *          the image whose filename includes number N can be retrieved using
+ *               pixReadIndexed(sa, N);
+ *      (2) If %substr is not NULL, only filenames that contain
+ *          the substring can be included.  If %substr is NULL,
+ *          all matching filenames are used.
+ *      (3) If no numbered files are found, it returns an empty sarray,
+ *          with no initialized strings.
+ *      (4) It is assumed that the page number is contained within
+ *          the basename (the filename without directory or extension).
+ *          %numpre is the number of characters in the basename
+ *          preceding the actual page number; %numpost is the number
+ *          following the page number, up to either the end of the
+ *          basename or a ".", whichever comes first.
+ *      (5) This is useful when all filenames contain numbers that are
+ *          not necessarily consecutive.  0-padding is not required.
+ *      (6) To use a O(n) matching algorithm, the largest page number
+ *          is found and two internal arrays of this size are created.
+ *          This maximum is constrained not to exceed %maxsum,
+ *          to make sure that an unrealistically large number is not
+ *          accidentally used to determine the array sizes.
+ * 

+ */
+SARRAY *
+getNumberedPathnamesInDirectory(const char  *dirname,
+                                const char  *substr,
+                                l_int32      numpre,
+                                l_int32      numpost,
+                                l_int32      maxnum)
+{
+l_int32  nfiles;
+SARRAY  *sa, *saout;
+
+    PROCNAME("getNumberedPathnamesInDirectory");
+
+    if (!dirname)
+        return (SARRAY *)ERROR_PTR("dirname not defined", procName, NULL);
+
+    if ((sa = getSortedPathnamesInDirectory(dirname, substr, 0, 0)) == NULL)
+        return (SARRAY *)ERROR_PTR("sa not made", procName, NULL);
+    if ((nfiles = sarrayGetCount(sa)) == 0) {
+        sarrayDestroy(&sa);
+        return sarrayCreate(1);
+    }
+
+    saout = convertSortedToNumberedPathnames(sa, numpre, numpost, maxnum);
+    sarrayDestroy(&sa);
+    return saout;
+}
+
+
+/*!
+ * \brief   getSortedPathnamesInDirectory()
+ *
+ * \param[in]    dirname   directory name
+ * \param[in]    substr    [optional] substring filter on filenames; can be NULL
+ * \param[in]    first     0-based
+ * \param[in]    nfiles    use 0 for all to the end
+ * \return  sarray of sorted pathnames, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use %substr to filter filenames in the directory.  If
+ *          %substr == NULL, this takes all files.
+ *      (2) The files in the directory, after optional filtering by
+ *          the substring, are lexically sorted in increasing order.
+ *          Use %first and %nfiles to select a contiguous set of files.
+ *      (3) The full pathnames are returned for the requested sequence.
+ *          If no files are found after filtering, returns an empty sarray.
+ * 

+ */
+SARRAY *
+getSortedPathnamesInDirectory(const char  *dirname,
+                              const char  *substr,
+                              l_int32      first,
+                              l_int32      nfiles)
+{
+char    *fname, *fullname;
+l_int32  i, n, last;
+SARRAY  *sa, *safiles, *saout;
+
+    PROCNAME("getSortedPathnamesInDirectory");
+
+    if (!dirname)
+        return (SARRAY *)ERROR_PTR("dirname not defined", procName, NULL);
+
+    if ((sa = getFilenamesInDirectory(dirname)) == NULL)
+        return (SARRAY *)ERROR_PTR("sa not made", procName, NULL);
+    safiles = sarraySelectBySubstring(sa, substr);
+    sarrayDestroy(&sa);
+    n = sarrayGetCount(safiles);
+    if (n == 0) {
+        L_WARNING("no files found\n", procName);
+        return safiles;
+    }
+
+    sarraySort(safiles, safiles, L_SORT_INCREASING);
+
+    first = L_MIN(L_MAX(first, 0), n - 1);
+    if (nfiles == 0)
+        nfiles = n - first;
+    last = L_MIN(first + nfiles - 1, n - 1);
+
+    saout = sarrayCreate(last - first + 1);
+    for (i = first; i <= last; i++) {
+        fname = sarrayGetString(safiles, i, L_NOCOPY);
+        fullname = pathJoin(dirname, fname);
+        sarrayAddString(saout, fullname, L_INSERT);
+    }
+
+    sarrayDestroy(&safiles);
+    return saout;
+}
+
+
+/*!
+ * \brief   convertSortedToNumberedPathnames()
+ *
+ * \param[in]    sa        sorted pathnames including zero-padded integers
+ * \param[in]    numpre    number of characters in name before number
+ * \param[in]    numpost   number of characters in name after the number,
+ *                         up to a dot before an extension
+ * \param[in]    maxnum    only consider page numbers up to this value
+ * \return  sarray of numbered pathnames, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Typically, numpre = numpost = 0; e.g., when the filename
+ *          just has a number followed by an optional extension.
+ * 

+ */
+SARRAY *
+convertSortedToNumberedPathnames(SARRAY   *sa,
+                                 l_int32   numpre,
+                                 l_int32   numpost,
+                                 l_int32   maxnum)
+{
+char    *fname, *str;
+l_int32  i, nfiles, num, index;
+SARRAY  *saout;
+
+    PROCNAME("convertSortedToNumberedPathnames");
+
+    if (!sa)
+        return (SARRAY *)ERROR_PTR("sa not defined", procName, NULL);
+    if ((nfiles = sarrayGetCount(sa)) == 0)
+        return sarrayCreate(1);
+
+        /* Find the last file in the sorted array that has a number
+         * that (a) matches the count pattern and (b) does not
+         * exceed %maxnum.  %maxnum sets an upper limit on the size
+         * of the sarray.  */
+    num = 0;
+    for (i = nfiles - 1; i >= 0; i--) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        num = extractNumberFromFilename(fname, numpre, numpost);
+        if (num < 0) continue;
+        num = L_MIN(num + 1, maxnum);
+        break;
+    }
+
+    if (num <= 0)  /* none found */
+        return sarrayCreate(1);
+
+        /* Insert pathnames into the output sarray.
+         * Ignore numbers that are out of the range of sarray. */
+    saout = sarrayCreateInitialized(num, "");
+    for (i = 0; i < nfiles; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        index = extractNumberFromFilename(fname, numpre, numpost);
+        if (index < 0 || index >= num) continue;
+        str = sarrayGetString(saout, index, L_NOCOPY);
+        if (str[0] != '\0') {
+            L_WARNING("\n  Multiple files with same number: %d\n",
+                      procName, index);
+        }
+        sarrayReplaceString(saout, index, fname, L_COPY);
+    }
+
+    return saout;
+}
+
+
+/*!
+ * \brief   getFilenamesInDirectory()
+ *
+ * \param[in]    dirname     directory name
+ * \return  sarray of file names, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The versions compiled under unix and cygwin use the POSIX C
+ *          library commands for handling directories.  For windows,
+ *          there is a separate implementation.
+ *      (2) It returns an array of filename tails; i.e., only the part of
+ *          the path after the last slash.
+ *      (3) Use of the d_type field of dirent is not portable:
+ *          "According to POSIX, the dirent structure contains a field
+ *          char d_name[] of unspecified size, with at most NAME_MAX
+ *          characters preceding the terminating null character.  Use
+ *          of other fields will harm the portability of your programs."
+ *      (4) As a consequence of (3), we note several things:
+ *           ~ MINGW doesn't have a d_type member.
+ *           ~ Older versions of gcc (e.g., 2.95.3) return DT_UNKNOWN
+ *             for d_type from all files.
+ *          On these systems, this function will return directories
+ *          (except for '.' and '..', which are eliminated using
+ *          the d_name field).
+ * 

+ */
+
+#ifndef _WIN32
+
+SARRAY *
+getFilenamesInDirectory(const char  *dirname)
+{
+char            dir[PATH_MAX + 1];
+char           *realdir, *stat_path, *ignore;
+size_t          size;
+SARRAY         *safiles;
+DIR            *pdir;
+struct dirent  *pdirentry;
+int             dfd, stat_ret;
+struct stat     st;
+
+    PROCNAME("getFilenamesInDirectory");
+
+    if (!dirname)
+        return (SARRAY *)ERROR_PTR("dirname not defined", procName, NULL);
+
+        /* It's nice to ignore directories.  fstatat() works with relative
+           directory paths, but stat() requires using the absolute path.
+           Also, do not pass NULL as the second parameter to realpath();
+           use a buffer of sufficient size. */
+    ignore = realpath(dirname, dir);  /* see note above */
+    realdir = genPathname(dir, NULL);
+    if ((pdir = opendir(realdir)) == NULL) {
+        LEPT_FREE(realdir);
+        return (SARRAY *)ERROR_PTR("pdir not opened", procName, NULL);
+    }
+    safiles = sarrayCreate(0);
+    dfd = dirfd(pdir);
+    while ((pdirentry = readdir(pdir))) {
+#if HAVE_FSTATAT
+        stat_ret = fstatat(dfd, pdirentry->d_name, &st, 0);
+#else
+        size = strlen(realdir) + strlen(pdirentry->d_name) + 2;
+        if (size > PATH_MAX) {
+            L_ERROR("size = %zu too large; skipping\n", procName, size);
+            continue;
+        }
+        stat_path = (char *)LEPT_CALLOC(size, 1);
+        snprintf(stat_path, size, "%s/%s", realdir, pdirentry->d_name);
+        stat_ret = stat(stat_path, &st);
+        LEPT_FREE(stat_path);
+#endif
+        if (stat_ret == 0 && S_ISDIR(st.st_mode))
+            continue;
+        sarrayAddString(safiles, pdirentry->d_name, L_COPY);
+    }
+    closedir(pdir);
+    LEPT_FREE(realdir);
+    return safiles;
+}
+
+#else  /* _WIN32 */
+
+    /* http://msdn2.microsoft.com/en-us/library/aa365200(VS.85).aspx */
+#include 
+
+SARRAY *
+getFilenamesInDirectory(const char  *dirname)
+{
+char             *pszDir;
+char             *realdir;
+HANDLE            hFind = INVALID_HANDLE_VALUE;
+SARRAY           *safiles;
+WIN32_FIND_DATAA  ffd;
+
+    PROCNAME("getFilenamesInDirectory");
+
+    if (!dirname)
+        return (SARRAY *)ERROR_PTR("dirname not defined", procName, NULL);
+
+    realdir = genPathname(dirname, NULL);
+    pszDir = stringJoin(realdir, "\\*");
+    LEPT_FREE(realdir);
+
+    if (strlen(pszDir) + 1 > MAX_PATH) {
+        LEPT_FREE(pszDir);
+        return (SARRAY *)ERROR_PTR("dirname is too long", procName, NULL);
+    }
+
+    if ((safiles = sarrayCreate(0)) == NULL) {
+        LEPT_FREE(pszDir);
+        return (SARRAY *)ERROR_PTR("safiles not made", procName, NULL);
+    }
+
+    hFind = FindFirstFileA(pszDir, &ffd);
+    if (INVALID_HANDLE_VALUE == hFind) {
+        sarrayDestroy(&safiles);
+        LEPT_FREE(pszDir);
+        return (SARRAY *)ERROR_PTR("hFind not opened", procName, NULL);
+    }
+
+    while (FindNextFileA(hFind, &ffd) != 0) {
+        if (ffd.dwFileAttributes & FILE_ATTRIBUTE_DIRECTORY)  /* skip dirs */
+            continue;
+        convertSepCharsInPath(ffd.cFileName, UNIX_PATH_SEPCHAR);
+        sarrayAddString(safiles, ffd.cFileName, L_COPY);
+    }
+
+    FindClose(hFind);
+    LEPT_FREE(pszDir);
+    return safiles;
+}
+#endif  /* _WIN32 */
diff --git a/3rdparty/hgOCR/leptonica/sarray2.c b/3rdparty/hgOCR/leptonica/sarray2.c
new file mode 100644
index 00000000..7dea8998
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/sarray2.c
@@ -0,0 +1,726 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file  sarray2.c
+ * 
+ *
+ *      Sort
+ *          SARRAY     *sarraySort()
+ *          SARRAY     *sarraySortByIndex()
+ *          l_int32     stringCompareLexical()
+ *
+ *      Set operations using aset (rbtree)
+ *          SARRAY     *sarrayUnionByAset()
+ *          SARRAY     *sarrayRemoveDupsByAset()
+ *          SARRAY     *sarrayIntersectionByAset()
+ *          L_ASET     *l_asetCreateFromSarray()
+ *
+ *      Set operations using hashing (dnahash)
+ *          l_int32     sarrayRemoveDupsByHash()
+ *          SARRAY     *sarrayIntersectionByHash()
+ *          l_int32     sarrayFindStringByHash()
+ *          L_DNAHASH  *l_dnaHashCreateFromSarray()
+ *
+ *      Miscellaneous operations
+ *          SARRAY     *sarrayGenerateIntegers()
+ *          l_int32     sarrayLookupCSKV()
+ *
+ *
+ * We have two implementations of set operations on an array of strings:
+ *
+ *   (1) Using an underlying tree (rbtree)
+ *       This uses a good 64 bit hashing function for the key,
+ *       that is not expected to have hash collisions (and we do
+ *       not test for them).  The tree is built up of the hash
+ *       values, and if the hash is found in the tree, it is
+ *       assumed that the string has already been found.
+ *
+ *   (2) Using an underlying hashing of the keys (dnahash)
+ *       This uses a fast 64 bit hashing function for the key,
+ *       which is then hashed into a bucket (a dna in a dnaHash).
+ *       Because hash collisions can occur, the index into the
+ *       sarray for the string that gave rise to that key is stored,
+ *       and the dna (bucket) is traversed, using the stored indices
+ *       to determine if that string had already been seen.
+ *
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+/*----------------------------------------------------------------------*
+ *                                   Sort                               *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarraySort()
+ *
+ * \param[in]    saout       output sarray; can be NULL or equal to sain
+ * \param[in]    sain        input sarray
+ * \param[in]    sortorder   L_SORT_INCREASING or L_SORT_DECREASING
+ * \return  saout output sarray, sorted by ascii value, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Set saout = sain for in-place; otherwise, set naout = NULL.
+ *      (2) Shell sort, modified from K&R, 2nd edition, p.62.
+ *          Slow but simple O(n logn) sort.
+ * 

+ */
+SARRAY *
+sarraySort(SARRAY  *saout,
+           SARRAY  *sain,
+           l_int32  sortorder)
+{
+char   **array;
+char    *tmp;
+l_int32  n, i, j, gap;
+
+    PROCNAME("sarraySort");
+
+    if (!sain)
+        return (SARRAY *)ERROR_PTR("sain not defined", procName, NULL);
+
+        /* Make saout if necessary; otherwise do in-place */
+    if (!saout)
+        saout = sarrayCopy(sain);
+    else if (sain != saout)
+        return (SARRAY *)ERROR_PTR("invalid: not in-place", procName, NULL);
+    array = saout->array;  /* operate directly on the array */
+    n = sarrayGetCount(saout);
+
+        /* Shell sort */
+    for (gap = n/2; gap > 0; gap = gap / 2) {
+        for (i = gap; i < n; i++) {
+            for (j = i - gap; j >= 0; j -= gap) {
+                if ((sortorder == L_SORT_INCREASING &&
+                     stringCompareLexical(array[j], array[j + gap])) ||
+                    (sortorder == L_SORT_DECREASING &&
+                     stringCompareLexical(array[j + gap], array[j])))
+                {
+                    tmp = array[j];
+                    array[j] = array[j + gap];
+                    array[j + gap] = tmp;
+                }
+            }
+        }
+    }
+
+    return saout;
+}
+
+
+/*!
+ * \brief   sarraySortByIndex()
+ *
+ * \param[in]    sain
+ * \param[in]    naindex   na that maps from the new sarray to the input sarray
+ * \return  saout sorted, or NULL on error
+ */
+SARRAY *
+sarraySortByIndex(SARRAY  *sain,
+                  NUMA    *naindex)
+{
+char    *str;
+l_int32  i, n, index;
+SARRAY  *saout;
+
+    PROCNAME("sarraySortByIndex");
+
+    if (!sain)
+        return (SARRAY *)ERROR_PTR("sain not defined", procName, NULL);
+    if (!naindex)
+        return (SARRAY *)ERROR_PTR("naindex not defined", procName, NULL);
+
+    n = sarrayGetCount(sain);
+    saout = sarrayCreate(n);
+    for (i = 0; i < n; i++) {
+        numaGetIValue(naindex, i, &index);
+        str = sarrayGetString(sain, index, L_COPY);
+        sarrayAddString(saout, str, L_INSERT);
+    }
+
+    return saout;
+}
+
+
+/*!
+ * \brief   stringCompareLexical()
+ *
+ * \param[in]    str1
+ * \param[in]    str2
+ * \return  1 if str1 > str2 lexically; 0 otherwise
+ *
+ * 
+ * Notes:
+ *      (1) If the lexical values are identical, return a 0, to
+ *          indicate that no swapping is required to sort the strings.
+ * 

+ */
+l_int32
+stringCompareLexical(const char *str1,
+                     const char *str2)
+{
+l_int32  i, len1, len2, len;
+
+    PROCNAME("sarrayCompareLexical");
+
+    if (!str1)
+        return ERROR_INT("str1 not defined", procName, 1);
+    if (!str2)
+        return ERROR_INT("str2 not defined", procName, 1);
+
+    len1 = strlen(str1);
+    len2 = strlen(str2);
+    len = L_MIN(len1, len2);
+
+    for (i = 0; i < len; i++) {
+        if (str1[i] == str2[i])
+            continue;
+        if (str1[i] > str2[i])
+            return 1;
+        else
+            return 0;
+    }
+
+    if (len1 > len2)
+        return 1;
+    else
+        return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                   Set operations using aset (rbtree)                 *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayUnionByAset()
+ *
+ * \param[in]    sa1, sa2
+ * \return  sad   with the union of the string set, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Duplicates are removed from the concatenation of the two arrays.
+ *      (2) The key for each string is a 64-bit hash.
+ *      (2) Algorithm: Concatenate the two sarrays.  Then build a set,
+ *          using hashed strings as keys.  As the set is built, first do
+ *          a find; if not found, add the key to the set and add the string
+ *          to the output sarray.  This is O(nlogn).
+ * 

+ */
+SARRAY *
+sarrayUnionByAset(SARRAY  *sa1,
+                  SARRAY  *sa2)
+{
+SARRAY  *sa3, *sad;
+
+    PROCNAME("sarrayUnionByAset");
+
+    if (!sa1)
+        return (SARRAY *)ERROR_PTR("sa1 not defined", procName, NULL);
+    if (!sa2)
+        return (SARRAY *)ERROR_PTR("sa2 not defined", procName, NULL);
+
+        /* Join */
+    sa3 = sarrayCopy(sa1);
+    sarrayJoin(sa3, sa2);
+
+        /* Eliminate duplicates */
+    sad = sarrayRemoveDupsByAset(sa3);
+    sarrayDestroy(&sa3);
+    return sad;
+}
+
+
+/*!
+ * \brief   sarrayRemoveDupsByAset()
+ *
+ * \param[in]    sas
+ * \return  sad  with duplicates removed, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is O(nlogn), considerably slower than
+ *          sarrayRemoveDupsByHash() for large string arrays.
+ *      (2) The key for each string is a 64-bit hash.
+ *      (3) Build a set, using hashed strings as keys.  As the set is
+ *          built, first do a find; if not found, add the key to the
+ *          set and add the string to the output sarray.
+ * 

+ */
+SARRAY *
+sarrayRemoveDupsByAset(SARRAY  *sas)
+{
+char     *str;
+l_int32   i, n;
+l_uint64  hash;
+L_ASET   *set;
+RB_TYPE   key;
+SARRAY   *sad;
+
+    PROCNAME("sarrayRemoveDupsByAset");
+
+    if (!sas)
+        return (SARRAY *)ERROR_PTR("sas not defined", procName, NULL);
+
+    set = l_asetCreate(L_UINT_TYPE);
+    sad = sarrayCreate(0);
+    n = sarrayGetCount(sas);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sas, i, L_NOCOPY);
+        l_hashStringToUint64(str, &hash);
+        key.utype = hash;
+        if (!l_asetFind(set, key)) {
+            sarrayAddString(sad, str, L_COPY);
+            l_asetInsert(set, key);
+        }
+    }
+
+    l_asetDestroy(&set);
+    return sad;
+}
+
+
+/*!
+ * \brief   sarrayIntersectionByAset()
+ *
+ * \param[in]    sa1, sa2
+ * \return  sad  with the intersection of the string set, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Algorithm: put the larger sarray into a set, using the string
+ *          hashes as the key values.  Then run through the smaller sarray,
+ *          building an output sarray and a second set from the strings
+ *          in the larger array: if a string is in the first set but
+ *          not in the second, add the string to the output sarray and hash
+ *          it into the second set.  The second set is required to make
+ *          sure only one instance of each string is put into the output sarray.
+ *          This is O(mlogn), {m,n} = sizes of {smaller,larger} input arrays.
+ * 

+ */
+SARRAY *
+sarrayIntersectionByAset(SARRAY  *sa1,
+                         SARRAY  *sa2)
+{
+char     *str;
+l_int32   n1, n2, i, n;
+l_uint64  hash;
+L_ASET   *set1, *set2;
+RB_TYPE   key;
+SARRAY   *sa_small, *sa_big, *sad;
+
+    PROCNAME("sarrayIntersectionByAset");
+
+    if (!sa1)
+        return (SARRAY *)ERROR_PTR("sa1 not defined", procName, NULL);
+    if (!sa2)
+        return (SARRAY *)ERROR_PTR("sa2 not defined", procName, NULL);
+
+        /* Put the elements of the biggest array into a set */
+    n1 = sarrayGetCount(sa1);
+    n2 = sarrayGetCount(sa2);
+    sa_small = (n1 < n2) ? sa1 : sa2;   /* do not destroy sa_small */
+    sa_big = (n1 < n2) ? sa2 : sa1;   /* do not destroy sa_big */
+    set1 = l_asetCreateFromSarray(sa_big);
+
+        /* Build up the intersection of strings */
+    sad = sarrayCreate(0);
+    n = sarrayGetCount(sa_small);
+    set2 = l_asetCreate(L_UINT_TYPE);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sa_small, i, L_NOCOPY);
+        l_hashStringToUint64(str, &hash);
+        key.utype = hash;
+        if (l_asetFind(set1, key) && !l_asetFind(set2, key)) {
+            sarrayAddString(sad, str, L_COPY);
+            l_asetInsert(set2, key);
+        }
+    }
+
+    l_asetDestroy(&set1);
+    l_asetDestroy(&set2);
+    return sad;
+}
+
+
+/*!
+ * \brief   l_asetCreateFromSarray()
+ *
+ * \param[in]    sa
+ * \return  set using a string hash into a uint64 as the key
+ */
+L_ASET *
+l_asetCreateFromSarray(SARRAY  *sa)
+{
+char     *str;
+l_int32   i, n;
+l_uint64  hash;
+L_ASET   *set;
+RB_TYPE   key;
+
+    PROCNAME("l_asetCreateFromSarray");
+
+    if (!sa)
+        return (L_ASET *)ERROR_PTR("sa not defined", procName, NULL);
+
+    set = l_asetCreate(L_UINT_TYPE);
+    n = sarrayGetCount(sa);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        l_hashStringToUint64(str, &hash);
+        key.utype = hash;
+        l_asetInsert(set, key);
+    }
+
+    return set;
+}
+
+
+/*----------------------------------------------------------------------*
+ *               Set operations using hashing (dnahash)                 *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayRemoveDupsByHash()
+ *
+ * \param[in]    sas
+ * \param[out]   psad      unique set of strings; duplicates removed
+ * \param[out]   pdahash   [optional] dnahash used for lookup
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Generates a sarray with unique values.
+ *      (2) The dnahash is built up with sad to assure uniqueness.
+ *          It can be used to find if a string is in the set:
+ *              sarrayFindValByHash(sad, dahash, str, &index)
+ *      (3) The hash of the string location is simple and fast.  It scales
+ *          up with the number of buckets to insure a fairly random
+ *          bucket selection input strings.
+ *      (4) This is faster than sarrayRemoveDupsByAset(), because the
+ *          bucket lookup is O(n), although there is a double-loop
+ *          lookup within the dna in each bucket.
+ * 

+ */
+l_ok
+sarrayRemoveDupsByHash(SARRAY      *sas,
+                       SARRAY     **psad,
+                       L_DNAHASH  **pdahash)
+{
+char       *str;
+l_int32     i, n, index, items;
+l_uint32    nsize;
+l_uint64    key;
+SARRAY     *sad;
+L_DNAHASH  *dahash;
+
+    PROCNAME("sarrayRemoveDupsByHash");
+
+    if (pdahash) *pdahash = NULL;
+    if (!psad)
+        return ERROR_INT("&sad not defined", procName, 1);
+    *psad = NULL;
+    if (!sas)
+        return ERROR_INT("sas not defined", procName, 1);
+
+    n = sarrayGetCount(sas);
+    findNextLargerPrime(n / 20, &nsize);  /* buckets in hash table */
+    dahash = l_dnaHashCreate(nsize, 8);
+    sad = sarrayCreate(n);
+    *psad = sad;
+    for (i = 0, items = 0; i < n; i++) {
+        str = sarrayGetString(sas, i, L_NOCOPY);
+        sarrayFindStringByHash(sad, dahash, str, &index);
+        if (index < 0) {  /* not found */
+            l_hashStringToUint64(str, &key);
+            l_dnaHashAdd(dahash, key, (l_float64)items);
+            sarrayAddString(sad, str, L_COPY);
+            items++;
+        }
+    }
+
+    if (pdahash)
+        *pdahash = dahash;
+    else
+        l_dnaHashDestroy(&dahash);
+    return 0;
+}
+
+
+/*!
+ * \brief   sarrayIntersectionByHash()
+ *
+ * \param[in]    sa1, sa2
+ * \return  sad  intersection of the strings, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is faster than sarrayIntersectionByAset(), because the
+ *          bucket lookup is O(n).
+ * 

+ */
+SARRAY *
+sarrayIntersectionByHash(SARRAY  *sa1,
+                         SARRAY  *sa2)
+{
+char       *str;
+l_int32     n1, n2, nsmall, i, index1, index2;
+l_uint32    nsize2;
+l_uint64    key;
+L_DNAHASH  *dahash1, *dahash2;
+SARRAY     *sa_small, *sa_big, *sad;
+
+    PROCNAME("sarrayIntersectionByHash");
+
+    if (!sa1)
+        return (SARRAY *)ERROR_PTR("sa1 not defined", procName, NULL);
+    if (!sa2)
+        return (SARRAY *)ERROR_PTR("sa2 not defined", procName, NULL);
+
+        /* Put the elements of the biggest sarray into a dnahash */
+    n1 = sarrayGetCount(sa1);
+    n2 = sarrayGetCount(sa2);
+    sa_small = (n1 < n2) ? sa1 : sa2;   /* do not destroy sa_small */
+    sa_big = (n1 < n2) ? sa2 : sa1;   /* do not destroy sa_big */
+    dahash1 = l_dnaHashCreateFromSarray(sa_big);
+
+        /* Build up the intersection of strings.  Add to %sad
+         * if the string is in sa_big (using dahash1) but hasn't
+         * yet been seen in the traversal of sa_small (using dahash2). */
+    sad = sarrayCreate(0);
+    nsmall = sarrayGetCount(sa_small);
+    findNextLargerPrime(nsmall / 20, &nsize2);  /* buckets in hash table */
+    dahash2 = l_dnaHashCreate(nsize2, 0);
+    for (i = 0; i < nsmall; i++) {
+        str = sarrayGetString(sa_small, i, L_NOCOPY);
+        sarrayFindStringByHash(sa_big, dahash1, str, &index1);
+        if (index1 >= 0) {
+            sarrayFindStringByHash(sa_small, dahash2, str, &index2);
+            if (index2 == -1) {
+                sarrayAddString(sad, str, L_COPY);
+                l_hashStringToUint64(str, &key);
+                l_dnaHashAdd(dahash2, key, (l_float64)i);
+            }
+        }
+    }
+
+    l_dnaHashDestroy(&dahash1);
+    l_dnaHashDestroy(&dahash2);
+    return sad;
+}
+
+
+/*!
+ * \brief   sarrayFindStringByHash()
+ *
+ * \param[in]    sa
+ * \param[in]    dahash   built from sa
+ * \param[in]    str      arbitrary string
+ * \param[out]   pindex   index into %sa if %str is in %sa; -1 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Fast lookup in dnaHash associated with a sarray, to see if a
+ *          random string %str is already stored in the hash table.
+ *      (2) We use a strong hash function to minimize the chance that
+ *          two different strings hash to the same key value.
+ *      (3) We select the number of buckets to be about 5% of the size
+ *          of the input sarray, so that when fully populated, each
+ *          bucket (dna) will have about 20 entries, each being an index
+ *          into sa.  In lookup, after hashing to the key, and then
+ *          again to the bucket, we traverse the bucket (dna), using the
+ *          index into sa to check if %str has been found before.
+ * 

+ */
+l_ok
+sarrayFindStringByHash(SARRAY      *sa,
+                       L_DNAHASH   *dahash,
+                       const char  *str,
+                       l_int32     *pindex)
+{
+char     *stri;
+l_int32   i, nvals, index;
+l_uint64  key;
+L_DNA    *da;
+
+    PROCNAME("sarrayFindStringByHash");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+    *pindex = -1;
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!dahash)
+        return ERROR_INT("dahash not defined", procName, 1);
+
+    l_hashStringToUint64(str, &key);
+    da = l_dnaHashGetDna(dahash, key, L_NOCOPY);
+    if (!da) return 0;
+
+        /* Run through the da, looking for this string */
+    nvals = l_dnaGetCount(da);
+    for (i = 0; i < nvals; i++) {
+        l_dnaGetIValue(da, i, &index);
+        stri = sarrayGetString(sa, index, L_NOCOPY);
+        if (!strcmp(str, stri)) {  /* duplicate */
+            *pindex = index;
+            return 0;
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   l_dnaHashCreateFromSarray()
+ *
+ * \param[in]    sa
+ * \return  dahash, or NULL on error
+ */
+L_DNAHASH *
+l_dnaHashCreateFromSarray(SARRAY  *sa)
+{
+char       *str;
+l_int32     i, n;
+l_uint32    nsize;
+l_uint64    key;
+L_DNAHASH  *dahash;
+
+        /* Build up dnaHash of indices, hashed by a 64-bit key that
+         * should randomize the lower bits used in bucket selection.
+         * Having about 20 pts in each bucket is roughly optimal. */
+    n = sarrayGetCount(sa);
+    findNextLargerPrime(n / 20, &nsize);  /* buckets in hash table */
+/*    fprintf(stderr, "Prime used: %d\n", nsize); */
+
+        /* Add each string, using the hash as key and the index into %sa
+         * as the value.  Storing the index enables operations that check
+         * for duplicates.  */
+    dahash = l_dnaHashCreate(nsize, 8);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        l_hashStringToUint64(str, &key);
+        l_dnaHashAdd(dahash, key, (l_float64)i);
+    }
+
+    return dahash;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                      Miscellaneous operations                        *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   sarrayGenerateIntegers()
+ *
+ * \param[in]   n
+ * \return  sa  of printed numbers, 1 - n, or NULL on error
+ */
+SARRAY *
+sarrayGenerateIntegers(l_int32  n)
+{
+char     buf[32];
+l_int32  i;
+SARRAY  *sa;
+
+    PROCNAME("sarrayGenerateIntegers");
+
+    if ((sa = sarrayCreate(n)) == NULL)
+        return (SARRAY *)ERROR_PTR("sa not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        snprintf(buf, sizeof(buf), "%d", i);
+        sarrayAddString(sa, buf, L_COPY);
+    }
+    return sa;
+}
+
+
+/*!
+ * \brief   sarrayLookupCSKV()
+ *
+ * \param[in]    sa          of strings, each being a comma-separated pair
+ *                           of strings, the first being a key and the
+ *                           second a value
+ * \param[in]    keystring   an input string to match with each key in %sa
+ * \param[out]   pvalstring  the returned value string corresponding to the
+ *                           input key string, if found; otherwise NULL
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The input %sa can have other strings that are not in
+ *          comma-separated key-value format.  These will be ignored.
+ *      (2) This returns a copy of the first value string in %sa whose
+ *          key string matches the input %keystring.
+ *      (3) White space is not ignored; all white space before the ','
+ *          is used for the keystring in matching.  This allows the
+ *          key and val strings to have white space (e.g., multiple words).
+ * 

+ */
+l_ok
+sarrayLookupCSKV(SARRAY      *sa,
+                 const char  *keystring,
+                 char       **pvalstring)
+{
+char    *key, *val, *str;
+l_int32  i, n;
+SARRAY  *sa1;
+
+    PROCNAME("sarrayLookupCSKV");
+
+    if (!pvalstring)
+        return ERROR_INT("&valstring not defined", procName, 1);
+    *pvalstring = NULL;
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!keystring)
+        return ERROR_INT("keystring not defined", procName, 1);
+
+    n = sarrayGetCount(sa);
+    for (i = 0; i < n; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        sa1 = sarrayCreate(2);
+        sarraySplitString(sa1, str, ",");
+        if (sarrayGetCount(sa1) != 2) {
+            sarrayDestroy(&sa1);
+            continue;
+        }
+        key = sarrayGetString(sa1, 0, L_NOCOPY);
+        val = sarrayGetString(sa1, 1, L_NOCOPY);
+        if (!strcmp(key, keystring)) {
+            *pvalstring = stringNew(val);
+            sarrayDestroy(&sa1);
+            return 0;
+        }
+        sarrayDestroy(&sa1);
+    }
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/scale1.c b/3rdparty/hgOCR/leptonica/scale1.c
new file mode 100644
index 00000000..4008319d
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/scale1.c
@@ -0,0 +1,3730 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file scale1.c
+ * 
+ *         Top-level scaling
+ *               PIX      *pixScale()
+ *               PIX      *pixScaleToSizeRel()
+ *               PIX      *pixScaleToSize()
+ *               PIX      *pixScaleToResolution()
+ *               PIX      *pixScaleGeneral()
+ *
+ *         Linearly interpreted (usually up-) scaling
+ *               PIX      *pixScaleLI()
+ *               PIX      *pixScaleColorLI()
+ *               PIX      *pixScaleColor2xLI()
+ *               PIX      *pixScaleColor4xLI()
+ *               PIX      *pixScaleGrayLI()
+ *               PIX      *pixScaleGray2xLI()
+ *               PIX      *pixScaleGray4xLI()
+ *
+ *         Upscale 2x followed by binarization
+ *               PIX      *pixScaleGray2xLIThresh()
+ *               PIX      *pixScaleGray2xLIDither()
+ *
+ *         Upscale 4x followed by binarization
+ *               PIX      *pixScaleGray4xLIThresh()
+ *               PIX      *pixScaleGray4xLIDither()
+ *
+ *         Scaling by closest pixel sampling
+ *               PIX      *pixScaleBySampling()
+ *               PIX      *pixScaleBySamplingToSize()
+ *               PIX      *pixScaleByIntSampling()
+ *
+ *         Fast integer factor subsampling RGB to gray and to binary
+ *               PIX      *pixScaleRGBToGrayFast()
+ *               PIX      *pixScaleRGBToBinaryFast()
+ *               PIX      *pixScaleGrayToBinaryFast()
+ *
+ *         Downscaling with (antialias) smoothing
+ *               PIX      *pixScaleSmooth()
+ *               PIX      *pixScaleSmoothToSize()
+ *               PIX      *pixScaleRGBToGray2()   [special 2x reduction to gray]
+ *
+ *         Downscaling with (antialias) area mapping
+ *               PIX      *pixScaleAreaMap()
+ *               PIX      *pixScaleAreaMap2()
+ *               PIX      *pixScaleAreaMapToSize()
+ *
+ *         Binary scaling by closest pixel sampling
+ *               PIX      *pixScaleBinary()
+ *
+ *     Low-level static functions:
+ *
+ *         Color (interpolated) scaling: general case
+ *               static void       scaleColorLILow()
+ *
+ *         Grayscale (interpolated) scaling: general case
+ *               static void       scaleGrayLILow()
+ *
+ *         Color (interpolated) scaling: 2x upscaling
+ *               static void       scaleColor2xLILow()
+ *               static void       scaleColor2xLILineLow()
+ *
+ *         Grayscale (interpolated) scaling: 2x upscaling
+ *               static void       scaleGray2xLILow()
+ *               static void       scaleGray2xLILineLow()
+ *
+ *         Grayscale (interpolated) scaling: 4x upscaling
+ *               static void       scaleGray4xLILow()
+ *               static void       scaleGray4xLILineLow()
+ *
+ *         Grayscale and color scaling by closest pixel sampling
+ *               static l_int32    scaleBySamplingLow()
+ *
+ *         Color and grayscale downsampling with (antialias) lowpass filter
+ *               static l_int32    scaleSmoothLow()
+ *               static void       scaleRGBToGray2Low()
+ *
+ *         Color and grayscale downsampling with (antialias) area mapping
+ *               static l_int32    scaleColorAreaMapLow()
+ *               static l_int32    scaleGrayAreaMapLow()
+ *               static l_int32    scaleAreaMapLow2()
+ *
+ *         Binary scaling by closest pixel sampling
+ *               static l_int32    scaleBinaryLow()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static void scaleColorLILow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                            l_int32 wpld, l_uint32 *datas, l_int32 ws,
+                            l_int32 hs, l_int32 wpls);
+static void scaleGrayLILow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                           l_int32 wpld, l_uint32 *datas, l_int32 ws,
+                           l_int32 hs, l_int32 wpls);
+static void scaleColor2xLILow(l_uint32 *datad, l_int32 wpld, l_uint32 *datas,
+                              l_int32 ws, l_int32 hs, l_int32 wpls);
+static void scaleColor2xLILineLow(l_uint32 *lined, l_int32 wpld,
+                                  l_uint32 *lines, l_int32 ws, l_int32 wpls,
+                                  l_int32 lastlineflag);
+static void scaleGray2xLILow(l_uint32 *datad, l_int32 wpld, l_uint32 *datas,
+                             l_int32 ws, l_int32 hs, l_int32 wpls);
+static void scaleGray2xLILineLow(l_uint32 *lined, l_int32 wpld,
+                                 l_uint32 *lines, l_int32 ws, l_int32 wpls,
+                                 l_int32 lastlineflag);
+static void scaleGray4xLILow(l_uint32 *datad, l_int32 wpld, l_uint32 *datas,
+                             l_int32 ws, l_int32 hs, l_int32 wpls);
+static void scaleGray4xLILineLow(l_uint32 *lined, l_int32 wpld,
+                                 l_uint32 *lines, l_int32 ws, l_int32 wpls,
+                                 l_int32 lastlineflag);
+static l_int32 scaleBySamplingLow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                                  l_int32 wpld, l_uint32 *datas, l_int32 ws,
+                                  l_int32 hs, l_int32 d, l_int32 wpls);
+static l_int32 scaleSmoothLow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                              l_int32 wpld, l_uint32 *datas, l_int32 ws,
+                              l_int32 hs, l_int32 d, l_int32 wpls,
+                              l_int32 size);
+static void scaleRGBToGray2Low(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                               l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                               l_float32 rwt, l_float32 gwt, l_float32 bwt);
+static void scaleColorAreaMapLow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                                 l_int32 wpld, l_uint32 *datas, l_int32 ws,
+                                 l_int32 hs, l_int32 wpls);
+static void scaleGrayAreaMapLow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                                l_int32 wpld, l_uint32 *datas, l_int32 ws,
+                                l_int32 hs, l_int32 wpls);
+static void scaleAreaMapLow2(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                             l_int32 wpld, l_uint32 *datas, l_int32 d,
+                             l_int32 wpls);
+static l_int32 scaleBinaryLow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                              l_int32 wpld, l_uint32 *datas, l_int32 ws,
+                              l_int32 hs, l_int32 wpls);
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_OVERFLOW   0
+#define  DEBUG_UNROLLING  0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*------------------------------------------------------------------*
+ *                    Top level scaling dispatcher                  *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScale()
+ *
+ * \param[in]    pixs       1, 2, 4, 8, 16 and 32 bpp
+ * \param[in]    scalex, scaley
+ * \return  pixd, or NULL on error
+ *
+ *  This function scales 32 bpp RGB; 2, 4 or 8 bpp palette color;
+ *  2, 4, 8 or 16 bpp gray; and binary images.
+ *
+ *  When the input has palette color, the colormap is removed and
+ *  the result is either 8 bpp gray or 32 bpp RGB, depending on whether
+ *  the colormap has color entries.  Images with 2, 4 or 16 bpp are
+ *  converted to 8 bpp.
+ *
+ *  Because pixScale is meant to be a very simple interface to a
+ *  number of scaling functions, including the use of unsharp masking,
+ *  the type of scaling and the sharpening parameters are chosen
+ *  by default.  Grayscale and color images are scaled using one
+ *  of four methods, depending on the scale factors:
+ *   1 antialiased subsampling (lowpass filtering followed by
+ *       subsampling, implemented here by area mapping), for scale factors
+ *       less than 0.2
+ *   2 antialiased subsampling with sharpening, for scale factors
+ *       between 0.2 and 0.7
+ *   3 linear interpolation with sharpening, for scale factors between
+ *       0.7 and 1.4
+ *   4 linear interpolation without sharpening, for scale factors >= 1.4.
+ *
+ *  One could use subsampling for scale factors very close to 1.0,
+ *  because it preserves sharp edges.  Linear interpolation blurs
+ *  edges because the dest pixels will typically straddle two src edge
+ *  pixels.  Subsmpling removes entire columns and rows, so the edge is
+ *  not blurred.  However, there are two reasons for not doing this.
+ *  First, it moves edges, so that a straight line at a large angle to
+ *  both horizontal and vertical will have noticeable kinks where
+ *  horizontal and vertical rasters are removed.  Second, although it
+ *  is very fast, you get good results on sharp edges by applying
+ *  a sharpening filter.
+ *
+ *  For images with sharp edges, sharpening substantially improves the
+ *  image quality for scale factors between about 0.2 and about 2.0.
+ *  pixScale uses a small amount of sharpening by default because
+ *  it strengthens edge pixels that are weak due to anti-aliasing.
+ *  The default sharpening factors are:
+ *      * for scaling factors < 0.7:   sharpfract = 0.2    sharpwidth = 1
+ *      * for scaling factors >= 0.7:  sharpfract = 0.4    sharpwidth = 2
+ *  The cases where the sharpening halfwidth is 1 or 2 have special
+ *  implementations and are about twice as fast as the general case.
+ *
+ *  However, sharpening is computationally expensive, and one needs
+ *  to consider the speed-quality tradeoff:
+ *      * For upscaling of RGB images, linear interpolation plus default
+ *        sharpening is about 5 times slower than upscaling alone.
+ *      * For downscaling, area mapping plus default sharpening is
+ *        about 10 times slower than downscaling alone.
+ *  When the scale factor is larger than 1.4, the cost of sharpening,
+ *  which is proportional to image area, is very large compared to the
+ *  incremental quality improvement, so we cut off the default use of
+ *  sharpening at 1.4.  Thus, for scale factors greater than 1.4,
+ *  pixScale only does linear interpolation.
+ *
+ *  In many situations you will get a satisfactory result by scaling
+ *  without sharpening: call pixScaleGeneral with %sharpfract = 0.0.
+ *  Alternatively, if you wish to sharpen but not use the default
+ *  value, first call pixScaleGeneral with %sharpfract = 0.0, and
+ *  then sharpen explicitly using pixUnsharpMasking.
+ *
+ *  Binary images are scaled to binary by sampling the closest pixel,
+ *  without any low-pass filtering averaging of neighboring pixels.
+ *  This will introduce aliasing for reductions.  Aliasing can be
+ *  prevented by using pixScaleToGray instead.
+ */
+PIX *
+pixScale(PIX       *pixs,
+         l_float32  scalex,
+         l_float32  scaley)
+{
+l_int32    sharpwidth;
+l_float32  maxscale, sharpfract;
+
+    PROCNAME("pixScale");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Reduce the default sharpening factors by 2 if maxscale < 0.7 */
+    maxscale = L_MAX(scalex, scaley);
+    sharpfract = (maxscale < 0.7) ? 0.2 : 0.4;
+    sharpwidth = (maxscale < 0.7) ? 1 : 2;
+
+    return pixScaleGeneral(pixs, scalex, scaley, sharpfract, sharpwidth);
+}
+
+
+/*!
+ * \brief   pixScaleToSizeRel()
+ *
+ * \param[in]    pixs
+ * \param[in]    delw    change in width, in pixels; 0 means no change
+ * \param[in]    delh    change in height, in pixels; 0 means no change
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixScaleToSizeRel(PIX     *pixs,
+                  l_int32  delw,
+                  l_int32  delh)
+{
+l_int32  w, h, wd, hd;
+
+    PROCNAME("pixScaleToSizeRel");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    if (delw == 0 && delh == 0)
+        return pixCopy(NULL, pixs);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    wd = w + delw;
+    hd = h + delh;
+    if (wd <= 0 || hd <= 0)
+        return (PIX *)ERROR_PTR("pix dimension reduced to 0", procName, NULL);
+
+    return pixScaleToSize(pixs, wd, hd);
+}
+
+
+/*!
+ * \brief   pixScaleToSize()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16 and 32 bpp
+ * \param[in]    wd      target width; use 0 if using height as target
+ * \param[in]    hd      target height; use 0 if using width as target
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The output scaled image has the dimension(s) you specify:
+ *          * To specify the width with isotropic scaling, set %hd = 0.
+ *          * To specify the height with isotropic scaling, set %wd = 0.
+ *          * If both %wd and %hd are specified, the image is scaled
+ *             (in general, anisotropically) to that size.
+ *          * It is an error to set both %wd and %hd to 0.
+ * 

+ */
+PIX *
+pixScaleToSize(PIX     *pixs,
+               l_int32  wd,
+               l_int32  hd)
+{
+l_int32    w, h;
+l_float32  scalex, scaley;
+
+    PROCNAME("pixScaleToSize");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (wd <= 0 && hd <= 0)
+        return (PIX *)ERROR_PTR("neither wd nor hd > 0", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (wd <= 0) {
+        scaley = (l_float32)hd / (l_float32)h;
+        scalex = scaley;
+    } else if (hd <= 0) {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = scalex;
+    } else {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = (l_float32)hd / (l_float32)h;
+    }
+
+    return pixScale(pixs, scalex, scaley);
+}
+
+
+/*!
+ * \brief   pixScaleToResolution()
+ *
+ * \param[in]    pixs
+ * \param[in]    target      desired resolution
+ * \param[in]    assumed     assumed resolution if not defined; typ. 300.
+ * \param[out]   pscalefact  [optional] actual scaling factor used
+ * \return  pixd, or NULL on error
+ */
+PIX *
+pixScaleToResolution(PIX        *pixs,
+                     l_float32   target,
+                     l_float32   assumed,
+                     l_float32  *pscalefact)
+{
+l_int32    xres;
+l_float32  factor;
+
+    PROCNAME("pixScaleToResolution");
+
+    if (pscalefact) *pscalefact = 1.0;
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (target <= 0)
+        return (PIX *)ERROR_PTR("target resolution <= 0", procName, NULL);
+
+    xres = pixGetXRes(pixs);
+    if (xres <= 0) {
+        if (assumed == 0)
+            return pixCopy(NULL, pixs);
+        xres = assumed;
+    }
+    factor = target / (l_float32)xres;
+    if (pscalefact) *pscalefact = factor;
+
+    return pixScale(pixs, factor, factor);
+}
+
+
+/*!
+ * \brief   pixScaleGeneral()
+ *
+ * \param[in]    pixs         1, 2, 4, 8, 16 and 32 bpp
+ * \param[in]    scalex       must be > 0.0
+ * \param[in]    scaley       must be > 0.0
+ * \param[in]    sharpfract   use 0.0 to skip sharpening
+ * \param[in]    sharpwidth   halfwidth of low-pass filter; typ. 1 or 2
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixScale() for usage.
+ *      (2) This interface may change in the future, as other special
+ *          cases are added.
+ *      (3) The actual sharpening factors used depend on the maximum
+ *          of the two scale factors (maxscale):
+ *            maxscale <= 0.2:        no sharpening
+ *            0.2 < maxscale < 1.4:   uses the input parameters
+ *            maxscale >= 1.4:        no sharpening
+ *      (4) To avoid sharpening for grayscale and color images with
+ *          scaling factors between 0.2 and 1.4, call this function
+ *          with %sharpfract == 0.0.
+ *      (5) To use arbitrary sharpening in conjunction with scaling,
+ *          call this function with %sharpfract = 0.0, and follow this
+ *          with a call to pixUnsharpMasking() with your chosen parameters.
+ * 

+ */
+PIX *
+pixScaleGeneral(PIX       *pixs,
+                l_float32  scalex,
+                l_float32  scaley,
+                l_float32  sharpfract,
+                l_int32    sharpwidth)
+{
+l_int32    d;
+l_float32  maxscale;
+PIX       *pixt, *pixt2, *pixd;
+
+    PROCNAME("pixScaleGeneral");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not {1,2,4,8,16,32} bpp", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIX *)ERROR_PTR("scale factor <= 0", procName, NULL);
+    if (scalex == 1.0 && scaley == 1.0)
+        return pixCopy(NULL, pixs);
+
+    if (d == 1)
+        return pixScaleBinary(pixs, scalex, scaley);
+
+        /* Remove colormap; clone if possible; result is either 8 or 32 bpp */
+    if ((pixt = pixConvertTo8Or32(pixs, L_CLONE, 0)) == NULL)
+        return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+
+        /* Scale (up or down) */
+    d = pixGetDepth(pixt);
+    maxscale = L_MAX(scalex, scaley);
+    if (maxscale < 0.7) {  /* area mapping for anti-aliasing */
+        pixt2 = pixScaleAreaMap(pixt, scalex, scaley);
+        if (maxscale > 0.2 && sharpfract > 0.0 && sharpwidth > 0)
+            pixd = pixUnsharpMasking(pixt2, sharpwidth, sharpfract);
+        else
+            pixd = pixClone(pixt2);
+    } else {  /* use linear interpolation */
+        if (d == 8)
+            pixt2 = pixScaleGrayLI(pixt, scalex, scaley);
+        else  /* d == 32 */
+            pixt2 = pixScaleColorLI(pixt, scalex, scaley);
+        if (maxscale < 1.4 && sharpfract > 0.0 && sharpwidth > 0)
+            pixd = pixUnsharpMasking(pixt2, sharpwidth, sharpfract);
+        else
+            pixd = pixClone(pixt2);
+    }
+
+    pixDestroy(&pixt);
+    pixDestroy(&pixt2);
+    pixCopyText(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                  Scaling by linear interpolation                 *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleLI()
+ *
+ * \param[in]    pixs       2, 4, 8 or 32 bpp; with or without colormap
+ * \param[in]    scalex     must be >= 0.7
+ * \param[in]    scaley     must be >= 0.7
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function should only be used when the scale factors are
+ *          greater than or equal to 0.7, and typically greater than 1.
+ *          If either scale factor is larger than 0.7, we issue a warning
+ *          and call pixScaleGeneral(), which will invoke area mapping
+ *          without sharpening.
+ *      (2) This works on 2, 4, 8, 16 and 32 bpp images, as well as on
+ *          2, 4 and 8 bpp images that have a colormap.  If there is a
+ *          colormap, it is removed to either gray or RGB, depending
+ *          on the colormap.
+ *      (3) This does a linear interpolation on the src image.
+ *      (4) It dispatches to much faster implementations for
+ *          the special cases of 2x and 4x expansion.
+ * 

+ */
+PIX *
+pixScaleLI(PIX       *pixs,
+           l_float32  scalex,
+           l_float32  scaley)
+{
+l_int32    d;
+l_float32  maxscale;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixScaleLI");
+
+    if (!pixs || (pixGetDepth(pixs) == 1))
+        return (PIX *)ERROR_PTR("pixs not defined or 1 bpp", procName, NULL);
+    maxscale = L_MAX(scalex, scaley);
+    if (maxscale < 0.7) {
+        L_WARNING("scaling factors < 0.7; do regular scaling\n", procName);
+        return pixScaleGeneral(pixs, scalex, scaley, 0.0, 0);
+    }
+    d = pixGetDepth(pixs);
+    if (d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not {2,4,8,16,32} bpp", procName, NULL);
+
+        /* Remove colormap; clone if possible; result is either 8 or 32 bpp */
+    if ((pixt = pixConvertTo8Or32(pixs, L_CLONE, 0)) == NULL)
+        return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+
+    d = pixGetDepth(pixt);
+    if (d == 8)
+        pixd = pixScaleGrayLI(pixt, scalex, scaley);
+    else  /* d == 32 */
+        pixd = pixScaleColorLI(pixt, scalex, scaley);
+
+    pixDestroy(&pixt);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleColorLI()
+ *
+ * \param[in]    pixs       32 bpp, representing rgb
+ * \param[in]    scalex     must be >= 0.7
+ * \param[in]    scaley     must be >= 0.7
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If either scale factor is larger than 0.7, we issue a warning
+ *          and call pixScaleGeneral(), which will invoke area mapping
+ *          without sharpening.  This is particularly important for
+ *          document images with sharp edges.
+ *      (2) For the general case, it's about 4x faster to manipulate
+ *          the color pixels directly, rather than to make images
+ *          out of each of the 3 components, scale each component
+ *          using the pixScaleGrayLI(), and combine the results back
+ *          into an rgb image.
+ *      (3) The speed on intel hardware for the general case (not 2x)
+ *          is about 10 * 10^6 dest-pixels/sec/GHz.  (The special 2x
+ *          case runs at about 80 * 10^6 dest-pixels/sec/GHz.)
+ * 

+ */
+PIX *
+pixScaleColorLI(PIX      *pixs,
+               l_float32  scalex,
+               l_float32  scaley)
+{
+l_int32    ws, hs, wpls, wd, hd, wpld;
+l_uint32  *datas, *datad;
+l_float32  maxscale;
+PIX       *pixd;
+
+    PROCNAME("pixScaleColorLI");
+
+    if (!pixs || (pixGetDepth(pixs) != 32))
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+    maxscale = L_MAX(scalex, scaley);
+    if (maxscale < 0.7) {
+        L_WARNING("scaling factors < 0.7; do regular scaling\n", procName);
+        return pixScaleGeneral(pixs, scalex, scaley, 0.0, 0);
+    }
+
+        /* Do fast special cases if possible */
+    if (scalex == 1.0 && scaley == 1.0)
+        return pixCopy(NULL, pixs);
+    if (scalex == 2.0 && scaley == 2.0)
+        return pixScaleColor2xLI(pixs);
+    if (scalex == 4.0 && scaley == 4.0)
+        return pixScaleColor4xLI(pixs);
+
+        /* General case */
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    wd = (l_int32)(scalex * (l_float32)ws + 0.5);
+    hd = (l_int32)(scaley * (l_float32)hs + 0.5);
+    if ((pixd = pixCreate(wd, hd, 32)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, scalex, scaley);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleColorLILow(datad, wd, hd, wpld, datas, ws, hs, wpls);
+    if (pixGetSpp(pixs) == 4)
+        pixScaleAndTransferAlpha(pixd, pixs, scalex, scaley);
+
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleColor2xLI()
+ *
+ * \param[in]    pixs    32 bpp, representing rgb
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a special case of linear interpolated scaling,
+ *          for 2x upscaling.  It is about 8x faster than using
+ *          the generic pixScaleColorLI(), and about 4x faster than
+ *          using the special 2x scale function pixScaleGray2xLI()
+ *          on each of the three components separately.
+ *      (2) The speed on intel hardware is about
+ *          80 * 10^6 dest-pixels/sec/GHz.
+ * 

+ */
+PIX *
+pixScaleColor2xLI(PIX  *pixs)
+{
+l_int32    ws, hs, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleColor2xLI");
+
+    if (!pixs || (pixGetDepth(pixs) != 32))
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(2 * ws, 2 * hs, 32)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 2.0, 2.0);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleColor2xLILow(datad, wpld, datas, ws, hs, wpls);
+    if (pixGetSpp(pixs) == 4)
+        pixScaleAndTransferAlpha(pixd, pixs, 2.0, 2.0);
+
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleColor4xLI()
+ *
+ * \param[in]    pixs    32 bpp, representing rgb
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a special case of color linear interpolated scaling,
+ *          for 4x upscaling.  It is about 3x faster than using
+ *          the generic pixScaleColorLI().
+ *      (2) The speed on intel hardware is about
+ *          30 * 10^6 dest-pixels/sec/GHz
+ *      (3) This scales each component separately, using pixScaleGray4xLI().
+ *          It would be about 4x faster to inline the color code properly,
+ *          in analogy to scaleColor4xLILow(), and I leave this as
+ *          an exercise for someone who really needs it.
+ * 

+ */
+PIX *
+pixScaleColor4xLI(PIX  *pixs)
+{
+PIX  *pixr, *pixg, *pixb;
+PIX  *pixrs, *pixgs, *pixbs;
+PIX  *pixd;
+
+    PROCNAME("pixScaleColor4xLI");
+
+    if (!pixs || (pixGetDepth(pixs) != 32))
+        return (PIX *)ERROR_PTR("pixs undefined or not 32 bpp", procName, NULL);
+
+    pixr = pixGetRGBComponent(pixs, COLOR_RED);
+    pixrs = pixScaleGray4xLI(pixr);
+    pixDestroy(&pixr);
+    pixg = pixGetRGBComponent(pixs, COLOR_GREEN);
+    pixgs = pixScaleGray4xLI(pixg);
+    pixDestroy(&pixg);
+    pixb = pixGetRGBComponent(pixs, COLOR_BLUE);
+    pixbs = pixScaleGray4xLI(pixb);
+    pixDestroy(&pixb);
+
+    if ((pixd = pixCreateRGBImage(pixrs, pixgs, pixbs)) == NULL) {
+        L_ERROR("pixd not made\n", procName);
+    } else {
+        if (pixGetSpp(pixs) == 4)
+            pixScaleAndTransferAlpha(pixd, pixs, 4.0, 4.0);
+        pixCopyInputFormat(pixd, pixs);
+    }
+
+    pixDestroy(&pixrs);
+    pixDestroy(&pixgs);
+    pixDestroy(&pixbs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleGrayLI()
+ *
+ * \param[in]    pixs       8 bpp grayscale, no cmap
+ * \param[in]    scalex     must be >= 0.7
+ * \param[in]    scaley     must be >= 0.7
+ * \return  pixd, or NULL on error
+ *
+ *  This function is appropriate for upscaling magnification, where the
+ *  scale factor is > 1, as well as for a small amount of downscaling
+ *  reduction, with scale factor > 0.7.  If the scale factor is < 0.7,
+ *  the best result is obtained by area mapping, but this is relatiely
+ *  expensive.  A less expensive alternative with scale factor < 0.7
+ *  is low-pass filtering followed by subsampling (pixScaleSmooth()),
+ *  which is effectively a cheap form of area mapping.
+ *
+ *  Some more details follow.
+ *
+ *  For each pixel in the dest, this does a linear
+ *  interpolation of 4 neighboring pixels in the src.
+ *  Specifically, consider the UL corner of src and
+ *  dest pixels.  The UL corner of the dest falls within
+ *  a src pixel, whose four corners are the UL corners
+ *  of 4 adjacent src pixels.  The value of the dest
+ *  is taken by linear interpolation using the values of
+ *  the four src pixels and the distance of the UL corner
+ *  of the dest from each corner.
+ *
+ *  If the image is expanded so that the dest pixel is
+ *  smaller than the src pixel, such interpolation
+ *  is a reasonable approach.  This interpolation is
+ *  also good for a small image reduction factor that
+ *  is not more than a 2x reduction.
+ *
+ *  Note that the linear interpolation algorithm for scaling
+ *  is identical in form to the area-mapping algorithm
+ *  for grayscale rotation.  The latter corresponds to a
+ *  translation of each pixel without scaling.
+ *
+ *  This function is NOT optimal if the scaling involves
+ *  a large reduction.    If the image is significantly
+ *  reduced, so that the dest pixel is much larger than
+ *  the src pixels, this interpolation, which is over src
+ *  pixels only near the UL corner of the dest pixel,
+ *  is not going to give a good area-mapping average.
+ *  Because area mapping for image scaling is considerably
+ *  more computationally intensive than linear interpolation,
+ *  we choose not to use it.   For large image reduction,
+ *  linear interpolation over adjacent src pixels
+ *  degenerates asymptotically to subsampling.  But
+ *  subsampling without a low-pass pre-filter causes
+ *  aliasing by the nyquist theorem.  To avoid aliasing,
+ *  a low-pass filter e.g., an averaging filter of
+ *  size roughly equal to the dest pixel i.e., the
+ *  reduction factor should be applied to the src before
+ *  subsampling.
+ *
+ *  As an alternative to low-pass filtering and subsampling
+ *  for large reduction factors, linear interpolation can
+ *  also be done between the widely separated src pixels in
+ *  which the corners of the dest pixel lie.  This also is
+ *  not optimal, as it samples src pixels only near the
+ *  corners of the dest pixel, and it is not implemented.
+ *
+ *  The speed on circa 2005 Intel hardware for the general case (not 2x)
+ *  is about 13 * 10^6 dest-pixels/sec/GHz.  The special 2x case runs
+ *  at about 100 * 10^6 dest-pixels/sec/GHz.
+ */
+PIX *
+pixScaleGrayLI(PIX       *pixs,
+               l_float32  scalex,
+               l_float32  scaley)
+{
+l_int32    ws, hs, wpls, wd, hd, wpld;
+l_uint32  *datas, *datad;
+l_float32  maxscale;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGrayLI");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, cmapped or not 8 bpp",
+                                procName, NULL);
+    maxscale = L_MAX(scalex, scaley);
+    if (maxscale < 0.7) {
+        L_WARNING("scaling factors < 0.7; do regular scaling\n", procName);
+        return pixScaleGeneral(pixs, scalex, scaley, 0.0, 0);
+    }
+
+        /* Do fast special cases if possible */
+    if (scalex == 1.0 && scaley == 1.0)
+        return pixCopy(NULL, pixs);
+    if (scalex == 2.0 && scaley == 2.0)
+        return pixScaleGray2xLI(pixs);
+    if (scalex == 4.0 && scaley == 4.0)
+        return pixScaleGray4xLI(pixs);
+
+        /* General case */
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    wd = (l_int32)(scalex * (l_float32)ws + 0.5);
+    hd = (l_int32)(scaley * (l_float32)hs + 0.5);
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyText(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixScaleResolution(pixd, scalex, scaley);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleGrayLILow(datad, wd, hd, wpld, datas, ws, hs, wpls);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleGray2xLI()
+ *
+ * \param[in]    pixs    8 bpp grayscale, not cmapped
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a special case of gray linear interpolated scaling,
+ *          for 2x upscaling.  It is about 6x faster than using
+ *          the generic pixScaleGrayLI().
+ *      (2) The speed on intel hardware is about
+ *          100 * 10^6 dest-pixels/sec/GHz
+ * 

+ */
+PIX *
+pixScaleGray2xLI(PIX  *pixs)
+{
+l_int32    ws, hs, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGray2xLI");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, cmapped or not 8 bpp",
+                                procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(2 * ws, 2 * hs, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixScaleResolution(pixd, 2.0, 2.0);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleGray2xLILow(datad, wpld, datas, ws, hs, wpls);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleGray4xLI()
+ *
+ * \param[in]    pixs    8 bpp grayscale, not cmapped
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a special case of gray linear interpolated scaling,
+ *          for 4x upscaling.  It is about 12x faster than using
+ *          the generic pixScaleGrayLI().
+ *      (2) The speed on intel hardware is about
+ *          160 * 10^6 dest-pixels/sec/GHz.
+ * 

+ */
+PIX *
+pixScaleGray4xLI(PIX  *pixs)
+{
+l_int32    ws, hs, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGray4xLI");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, cmapped or not 8 bpp",
+                                procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    if ((pixd = pixCreate(4 * ws, 4 * hs, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixScaleResolution(pixd, 4.0, 4.0);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleGray4xLILow(datad, wpld, datas, ws, hs, wpls);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                Scale 2x followed by binarization                 *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleGray2xLIThresh()
+ *
+ * \param[in]    pixs    8 bpp, not cmapped
+ * \param[in]    thresh  between 0 and 256
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does 2x upscale on pixs, using linear interpolation,
+ *          followed by thresholding to binary.
+ *      (2) Buffers are used to avoid making a large grayscale image.
+ * 

+ */
+PIX *
+pixScaleGray2xLIThresh(PIX     *pixs,
+                       l_int32  thresh)
+{
+l_int32    i, ws, hs, hsm, wd, hd, wpls, wplb, wpld;
+l_uint32  *datas, *datad, *lines, *lined, *lineb;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGray2xLIThresh");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    if (thresh < 0 || thresh > 256)
+        return (PIX *)ERROR_PTR("thresh must be in [0, ... 256]",
+            procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = 2 * ws;
+    hd = 2 * hs;
+    hsm = hs - 1;
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+        /* Make line buffer for 2 lines of virtual intermediate image */
+    wplb = (wd + 3) / 4;
+    if ((lineb = (l_uint32 *)LEPT_CALLOC(2 * wplb, sizeof(l_uint32))) == NULL)
+        return (PIX *)ERROR_PTR("lineb not made", procName, NULL);
+
+        /* Make dest binary image */
+    if ((pixd = pixCreate(wd, hd, 1)) == NULL) {
+        LEPT_FREE(lineb);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 2.0, 2.0);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+
+        /* Do all but last src line */
+    for (i = 0; i < hsm; i++) {
+        lines = datas + i * wpls;
+        lined = datad + 2 * i * wpld;  /* do 2 dest lines at a time */
+        scaleGray2xLILineLow(lineb, wplb, lines, ws, wpls, 0);
+        thresholdToBinaryLineLow(lined, wd, lineb, 8, thresh);
+        thresholdToBinaryLineLow(lined + wpld, wd, lineb + wplb, 8, thresh);
+    }
+
+        /* Do last src line */
+    lines = datas + hsm * wpls;
+    lined = datad + 2 * hsm * wpld;
+    scaleGray2xLILineLow(lineb, wplb, lines, ws, wpls, 1);
+    thresholdToBinaryLineLow(lined, wd, lineb, 8, thresh);
+    thresholdToBinaryLineLow(lined + wpld, wd, lineb + wplb, 8, thresh);
+
+    LEPT_FREE(lineb);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleGray2xLIDither()
+ *
+ * \param[in]    pixs    8 bpp, not cmapped
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does 2x upscale on pixs, using linear interpolation,
+ *          followed by Floyd-Steinberg dithering to binary.
+ *      (2) Buffers are used to avoid making a large grayscale image.
+ *          ~ Two line buffers are used for the src, required for the 2x
+ *            LI upscale.
+ *          ~ Three line buffers are used for the intermediate image.
+ *            Two are filled with each 2xLI row operation; the third is
+ *            needed because the upscale and dithering ops are out of sync.
+ * 

+ */
+PIX *
+pixScaleGray2xLIDither(PIX  *pixs)
+{
+l_int32    i, ws, hs, hsm, wd, hd, wpls, wplb, wpld;
+l_uint32  *datas, *datad;
+l_uint32  *lined;
+l_uint32  *lineb = NULL;   /* 2 intermediate buffer lines */
+l_uint32  *linebp = NULL;  /* 1 intermediate buffer line */
+l_uint32  *bufs = NULL;    /* 2 source buffer lines */
+PIX       *pixd = NULL;
+
+    PROCNAME("pixScaleGray2xLIDither");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = 2 * ws;
+    hd = 2 * hs;
+    hsm = hs - 1;
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+        /* Make line buffers for 2 lines of src image */
+    if ((bufs = (l_uint32 *)LEPT_CALLOC(2 * wpls, sizeof(l_uint32))) == NULL)
+        return (PIX *)ERROR_PTR("bufs not made", procName, NULL);
+
+        /* Make line buffer for 2 lines of virtual intermediate image */
+    wplb = (wd + 3) / 4;
+    if ((lineb = (l_uint32 *)LEPT_CALLOC(2 * wplb, sizeof(l_uint32))) == NULL) {
+        L_ERROR("lineb not made\n", procName);
+        goto cleanup;
+    }
+
+        /* Make line buffer for 1 line of virtual intermediate image */
+    if ((linebp = (l_uint32 *)LEPT_CALLOC(wplb, sizeof(l_uint32))) == NULL) {
+        L_ERROR("linebp not made\n", procName);
+        goto cleanup;
+    }
+
+        /* Make dest binary image */
+    if ((pixd = pixCreate(wd, hd, 1)) == NULL) {
+        L_ERROR("pixd not made\n", procName);
+        goto cleanup;
+    }
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 2.0, 2.0);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+
+        /* Start with the first src and the first dest line */
+    memcpy(bufs, datas, 4 * wpls);   /* first src line */
+    memcpy(bufs + wpls, datas + wpls, 4 * wpls);  /* 2nd src line */
+    scaleGray2xLILineLow(lineb, wplb, bufs, ws, wpls, 0);  /* 2 i lines */
+    lined = datad;
+    ditherToBinaryLineLow(lined, wd, lineb, lineb + wplb,
+                          DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+                                                    /* 1st d line */
+
+        /* Do all but last src line */
+    for (i = 1; i < hsm; i++) {
+        memcpy(bufs, datas + i * wpls, 4 * wpls);  /* i-th src line */
+        memcpy(bufs + wpls, datas + (i + 1) * wpls, 4 * wpls);
+        memcpy(linebp, lineb + wplb, 4 * wplb);
+        scaleGray2xLILineLow(lineb, wplb, bufs, ws, wpls, 0);  /* 2 i lines */
+        lined = datad + 2 * i * wpld;
+        ditherToBinaryLineLow(lined - wpld, wd, linebp, lineb,
+                              DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+                                                   /* odd dest line */
+        ditherToBinaryLineLow(lined, wd, lineb, lineb + wplb,
+                              DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+                                                   /* even dest line */
+    }
+
+        /* Do the last src line and the last 3 dest lines */
+    memcpy(bufs, datas + hsm * wpls, 4 * wpls);  /* hsm-th src line */
+    memcpy(linebp, lineb + wplb, 4 * wplb);   /* 1 i line */
+    scaleGray2xLILineLow(lineb, wplb, bufs, ws, wpls, 1);  /* 2 i lines */
+    ditherToBinaryLineLow(lined + wpld, wd, linebp, lineb,
+                          DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+                                                   /* odd dest line */
+    ditherToBinaryLineLow(lined + 2 * wpld, wd, lineb, lineb + wplb,
+                          DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+                                                   /* even dest line */
+    ditherToBinaryLineLow(lined + 3 * wpld, wd, lineb + wplb, NULL,
+                          DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 1);
+                                                   /* last dest line */
+
+cleanup:
+    LEPT_FREE(bufs);
+    LEPT_FREE(lineb);
+    LEPT_FREE(linebp);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                Scale 4x followed by binarization                 *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleGray4xLIThresh()
+ *
+ * \param[in]    pixs    8 bpp
+ * \param[in]    thresh  between 0 and 256
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does 4x upscale on pixs, using linear interpolation,
+ *          followed by thresholding to binary.
+ *      (2) Buffers are used to avoid making a large grayscale image.
+ *      (3) If a full 4x expanded grayscale image can be kept in memory,
+ *          this function is only about 10% faster than separately doing
+ *          a linear interpolation to a large grayscale image, followed
+ *          by thresholding to binary.
+ * 

+ */
+PIX *
+pixScaleGray4xLIThresh(PIX     *pixs,
+                       l_int32  thresh)
+{
+l_int32    i, j, ws, hs, hsm, wd, hd, wpls, wplb, wpld;
+l_uint32  *datas, *datad, *lines, *lined, *lineb;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGray4xLIThresh");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    if (thresh < 0 || thresh > 256)
+        return (PIX *)ERROR_PTR("thresh must be in [0, ... 256]",
+            procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = 4 * ws;
+    hd = 4 * hs;
+    hsm = hs - 1;
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+        /* Make line buffer for 4 lines of virtual intermediate image */
+    wplb = (wd + 3) / 4;
+    if ((lineb = (l_uint32 *)LEPT_CALLOC(4 * wplb, sizeof(l_uint32))) == NULL)
+        return (PIX *)ERROR_PTR("lineb not made", procName, NULL);
+
+        /* Make dest binary image */
+    if ((pixd = pixCreate(wd, hd, 1)) == NULL) {
+        LEPT_FREE(lineb);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 4.0, 4.0);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+
+        /* Do all but last src line */
+    for (i = 0; i < hsm; i++) {
+        lines = datas + i * wpls;
+        lined = datad + 4 * i * wpld;  /* do 4 dest lines at a time */
+        scaleGray4xLILineLow(lineb, wplb, lines, ws, wpls, 0);
+        for (j = 0; j < 4; j++) {
+            thresholdToBinaryLineLow(lined + j * wpld, wd,
+                                     lineb + j * wplb, 8, thresh);
+        }
+    }
+
+        /* Do last src line */
+    lines = datas + hsm * wpls;
+    lined = datad + 4 * hsm * wpld;
+    scaleGray4xLILineLow(lineb, wplb, lines, ws, wpls, 1);
+    for (j = 0; j < 4; j++) {
+        thresholdToBinaryLineLow(lined + j * wpld, wd,
+                                 lineb + j * wplb, 8, thresh);
+    }
+
+    LEPT_FREE(lineb);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleGray4xLIDither()
+ *
+ * \param[in]    pixs    8 bpp, not cmapped
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does 4x upscale on pixs, using linear interpolation,
+ *          followed by Floyd-Steinberg dithering to binary.
+ *      (2) Buffers are used to avoid making a large grayscale image.
+ *          ~ Two line buffers are used for the src, required for the
+ *            4xLI upscale.
+ *          ~ Five line buffers are used for the intermediate image.
+ *            Four are filled with each 4xLI row operation; the fifth
+ *            is needed because the upscale and dithering ops are
+ *            out of sync.
+ *      (3) If a full 4x expanded grayscale image can be kept in memory,
+ *          this function is only about 5% faster than separately doing
+ *          a linear interpolation to a large grayscale image, followed
+ *          by error-diffusion dithering to binary.
+ * 

+ */
+PIX *
+pixScaleGray4xLIDither(PIX  *pixs)
+{
+l_int32    i, j, ws, hs, hsm, wd, hd, wpls, wplb, wpld;
+l_uint32  *datas, *datad;
+l_uint32  *lined;
+l_uint32  *lineb = NULL;   /* 4 intermediate buffer lines */
+l_uint32  *linebp = NULL;  /* 1 intermediate buffer line */
+l_uint32  *bufs = NULL;    /* 2 source buffer lines */
+PIX       *pixd = NULL;
+
+    PROCNAME("pixScaleGray4xLIDither");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = 4 * ws;
+    hd = 4 * hs;
+    hsm = hs - 1;
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+        /* Make line buffers for 2 lines of src image */
+    if ((bufs = (l_uint32 *)LEPT_CALLOC(2 * wpls, sizeof(l_uint32))) == NULL)
+        return (PIX *)ERROR_PTR("bufs not made", procName, NULL);
+
+        /* Make line buffer for 4 lines of virtual intermediate image */
+    wplb = (wd + 3) / 4;
+    if ((lineb = (l_uint32 *)LEPT_CALLOC(4 * wplb, sizeof(l_uint32))) == NULL) {
+        L_ERROR("lineb not made\n", procName);
+        goto cleanup;
+    }
+
+        /* Make line buffer for 1 line of virtual intermediate image */
+    if ((linebp = (l_uint32 *)LEPT_CALLOC(wplb, sizeof(l_uint32))) == NULL) {
+        L_ERROR("linebp not made\n", procName);
+        goto cleanup;
+    }
+
+        /* Make dest binary image */
+    if ((pixd = pixCreate(wd, hd, 1)) == NULL) {
+        L_ERROR("pixd not made\n", procName);
+        goto cleanup;
+    }
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 4.0, 4.0);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+
+        /* Start with the first src and the first 3 dest lines */
+    memcpy(bufs, datas, 4 * wpls);   /* first src line */
+    memcpy(bufs + wpls, datas + wpls, 4 * wpls);  /* 2nd src line */
+    scaleGray4xLILineLow(lineb, wplb, bufs, ws, wpls, 0);  /* 4 b lines */
+    lined = datad;
+    for (j = 0; j < 3; j++) {  /* first 3 d lines of Q */
+        ditherToBinaryLineLow(lined + j * wpld, wd, lineb + j * wplb,
+                              lineb + (j + 1) * wplb,
+                              DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+    }
+
+        /* Do all but last src line */
+    for (i = 1; i < hsm; i++) {
+        memcpy(bufs, datas + i * wpls, 4 * wpls);  /* i-th src line */
+        memcpy(bufs + wpls, datas + (i + 1) * wpls, 4 * wpls);
+        memcpy(linebp, lineb + 3 * wplb, 4 * wplb);
+        scaleGray4xLILineLow(lineb, wplb, bufs, ws, wpls, 0);  /* 4 b lines */
+        lined = datad + 4 * i * wpld;
+        ditherToBinaryLineLow(lined - wpld, wd, linebp, lineb,
+                              DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+                                                     /* 4th dest line of Q */
+        for (j = 0; j < 3; j++) {  /* next 3 d lines of Quad */
+            ditherToBinaryLineLow(lined + j * wpld, wd, lineb + j * wplb,
+                                  lineb + (j + 1) * wplb,
+                                 DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+        }
+    }
+
+        /* Do the last src line and the last 5 dest lines */
+    memcpy(bufs, datas + hsm * wpls, 4 * wpls);  /* hsm-th src line */
+    memcpy(linebp, lineb + 3 * wplb, 4 * wplb);   /* 1 b line */
+    scaleGray4xLILineLow(lineb, wplb, bufs, ws, wpls, 1);  /* 4 b lines */
+    lined = datad + 4 * hsm * wpld;
+    ditherToBinaryLineLow(lined - wpld, wd, linebp, lineb,
+                          DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+                                                   /* 4th dest line of Q */
+    for (j = 0; j < 3; j++) {  /* next 3 d lines of Quad */
+        ditherToBinaryLineLow(lined + j * wpld, wd, lineb + j * wplb,
+                              lineb + (j + 1) * wplb,
+                              DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 0);
+    }
+        /* And finally, the last dest line */
+    ditherToBinaryLineLow(lined + 3 * wpld, wd, lineb + 3 * wplb, NULL,
+                              DEFAULT_CLIP_LOWER_1, DEFAULT_CLIP_UPPER_1, 1);
+
+cleanup:
+    LEPT_FREE(bufs);
+    LEPT_FREE(lineb);
+    LEPT_FREE(linebp);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                  Scaling by closest pixel sampling               *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleBySampling()
+ *
+ * \param[in]    pixs       1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    scalex     must be > 0.0
+ * \param[in]    scaley     must be > 0.0
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function samples from the source without
+ *          filtering.  As a result, aliasing will occur for
+ *          subsampling (%scalex and/or %scaley < 1.0).
+ *      (2) If %scalex == 1.0 and %scaley == 1.0, returns a copy.
+ * 

+ */
+PIX *
+pixScaleBySampling(PIX       *pixs,
+                   l_float32  scalex,
+                   l_float32  scaley)
+{
+l_int32    ws, hs, d, wpls, wd, hd, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleBySampling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIX *)ERROR_PTR("scale factor <= 0", procName, NULL);
+    if (scalex == 1.0 && scaley == 1.0)
+        return pixCopy(NULL, pixs);
+    if ((d = pixGetDepth(pixs)) == 1)
+        return pixScaleBinary(pixs, scalex, scaley);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    wd = (l_int32)(scalex * (l_float32)ws + 0.5);
+    hd = (l_int32)(scaley * (l_float32)hs + 0.5);
+    if ((pixd = pixCreate(wd, hd, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, scalex, scaley);
+    pixCopyColormap(pixd, pixs);
+    pixCopyText(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopySpp(pixd, pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleBySamplingLow(datad, wd, hd, wpld, datas, ws, hs, d, wpls);
+    if (d == 32 && pixGetSpp(pixs) == 4)
+        pixScaleAndTransferAlpha(pixd, pixs, scalex, scaley);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleBySamplingToSize()
+ *
+ * \param[in]    pixs    1, 2, 4, 8, 16 and 32 bpp
+ * \param[in]    wd      target width; use 0 if using height as target
+ * \param[in]    hd      target height; use 0 if using width as target
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This guarantees that the output scaled image has the
+ *          dimension(s) you specify.
+ *           ~ To specify the width with isotropic scaling, set %hd = 0.
+ *           ~ To specify the height with isotropic scaling, set %wd = 0.
+ *           ~ If both %wd and %hd are specified, the image is scaled
+ *             (in general, anisotropically) to that size.
+ *           ~ It is an error to set both %wd and %hd to 0.
+ * 

+ */
+PIX *
+pixScaleBySamplingToSize(PIX     *pixs,
+                         l_int32  wd,
+                         l_int32  hd)
+{
+l_int32    w, h;
+l_float32  scalex, scaley;
+
+    PROCNAME("pixScaleBySamplingToSize");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (wd <= 0 && hd <= 0)
+        return (PIX *)ERROR_PTR("neither wd nor hd > 0", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (wd <= 0) {
+        scaley = (l_float32)hd / (l_float32)h;
+        scalex = scaley;
+    } else if (hd <= 0) {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = scalex;
+    } else {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = (l_float32)hd / (l_float32)h;
+    }
+
+    return pixScaleBySampling(pixs, scalex, scaley);
+}
+
+
+/*!
+ * \brief   pixScaleByIntSampling()
+ *
+ * \param[in]    pixs     1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    factor   integer subsampling
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Simple interface to pixScaleBySampling(), for
+ *          isotropic integer reduction.
+ *      (2) If %factor == 1, returns a copy.
+ * 

+ */
+PIX *
+pixScaleByIntSampling(PIX     *pixs,
+                      l_int32  factor)
+{
+l_float32  scale;
+
+    PROCNAME("pixScaleByIntSampling");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (factor <= 1) {
+        if (factor < 1)
+            L_ERROR("factor must be >= 1; returning a copy\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+
+    scale = 1. / (l_float32)factor;
+    return pixScaleBySampling(pixs, scale, scale);
+}
+
+
+/*------------------------------------------------------------------*
+ *            Fast integer factor subsampling RGB to gray           *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleRGBToGrayFast()
+ *
+ * \param[in]    pixs     32 bpp rgb
+ * \param[in]    factor   integer reduction factor >= 1
+ * \param[in]    color    one of COLOR_RED, COLOR_GREEN, COLOR_BLUE
+ * \return  pixd 8 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does simultaneous subsampling by an integer factor and
+ *          extraction of the color from the RGB pix.
+ *      (2) It is designed for maximum speed, and is used for quickly
+ *          generating a downsized grayscale image from a higher resolution
+ *          RGB image.  This would typically be used for image analysis.
+ *      (3) The standard color byte order (RGBA) is assumed.
+ * 

+ */
+PIX *
+pixScaleRGBToGrayFast(PIX     *pixs,
+                      l_int32  factor,
+                      l_int32  color)
+{
+l_int32    byteval, shift;
+l_int32    i, j, ws, hs, wd, hd, wpls, wpld;
+l_uint32  *datas, *words, *datad, *lined;
+l_float32  scale;
+PIX       *pixd;
+
+    PROCNAME("pixScaleRGBToGrayFast");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("depth not 32 bpp", procName, NULL);
+    if (factor < 1)
+        return (PIX *)ERROR_PTR("factor must be >= 1", procName, NULL);
+
+    if (color == COLOR_RED)
+        shift = L_RED_SHIFT;
+    else if (color == COLOR_GREEN)
+        shift = L_GREEN_SHIFT;
+    else if (color == COLOR_BLUE)
+        shift = L_BLUE_SHIFT;
+    else
+        return (PIX *)ERROR_PTR("invalid color", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+    wd = ws / factor;
+    hd = hs / factor;
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    scale = 1. / (l_float32) factor;
+    pixScaleResolution(pixd, scale, scale);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < hd; i++) {
+        words = datas + i * factor * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++, words += factor) {
+            byteval = ((*words) >> shift) & 0xff;
+            SET_DATA_BYTE(lined, j, byteval);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleRGBToBinaryFast()
+ *
+ * \param[in]    pixs     32 bpp RGB
+ * \param[in]    factor   integer reduction factor >= 1
+ * \param[in]    thresh   binarization threshold
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does simultaneous subsampling by an integer factor and
+ *          conversion from RGB to gray to binary.
+ *      (2) It is designed for maximum speed, and is used for quickly
+ *          generating a downsized binary image from a higher resolution
+ *          RGB image.  This would typically be used for image analysis.
+ *      (3) It uses the green channel to represent the RGB pixel intensity.
+ * 

+ */
+PIX *
+pixScaleRGBToBinaryFast(PIX     *pixs,
+                        l_int32  factor,
+                        l_int32  thresh)
+{
+l_int32    byteval;
+l_int32    i, j, ws, hs, wd, hd, wpls, wpld;
+l_uint32  *datas, *words, *datad, *lined;
+l_float32  scale;
+PIX       *pixd;
+
+    PROCNAME("pixScaleRGBToBinaryFast");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (factor < 1)
+        return (PIX *)ERROR_PTR("factor must be >= 1", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("depth not 32 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+    wd = ws / factor;
+    hd = hs / factor;
+    if ((pixd = pixCreate(wd, hd, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    scale = 1. / (l_float32) factor;
+    pixScaleResolution(pixd, scale, scale);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < hd; i++) {
+        words = datas + i * factor * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++, words += factor) {
+            byteval = ((*words) >> L_GREEN_SHIFT) & 0xff;
+            if (byteval < thresh)
+                SET_DATA_BIT(lined, j);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleGrayToBinaryFast()
+ *
+ * \param[in]    pixs     8 bpp grayscale
+ * \param[in]    factor   integer reduction factor >= 1
+ * \param[in]    thresh   binarization threshold
+ * \return  pixd 1 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does simultaneous subsampling by an integer factor and
+ *          thresholding from gray to binary.
+ *      (2) It is designed for maximum speed, and is used for quickly
+ *          generating a downsized binary image from a higher resolution
+ *          gray image.  This would typically be used for image analysis.
+ * 

+ */
+PIX *
+pixScaleGrayToBinaryFast(PIX     *pixs,
+                         l_int32  factor,
+                         l_int32  thresh)
+{
+l_int32    byteval;
+l_int32    i, j, ws, hs, wd, hd, wpls, wpld, sj;
+l_uint32  *datas, *datad, *lines, *lined;
+l_float32  scale;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGrayToBinaryFast");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (factor < 1)
+        return (PIX *)ERROR_PTR("factor must be >= 1", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("depth not 8 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+
+    wd = ws / factor;
+    hd = hs / factor;
+    if ((pixd = pixCreate(wd, hd, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    scale = 1. / (l_float32) factor;
+    pixScaleResolution(pixd, scale, scale);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < hd; i++) {
+        lines = datas + i * factor * wpls;
+        lined = datad + i * wpld;
+        for (j = 0, sj = 0; j < wd; j++, sj += factor) {
+            byteval = GET_DATA_BYTE(lines, sj);
+            if (byteval < thresh)
+                SET_DATA_BIT(lined, j);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *               Downscaling with (antialias) smoothing             *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleSmooth()
+ *
+ * \param[in]    pix       2, 4, 8 or 32 bpp; and 2, 4, 8 bpp with colormap
+ * \param[in]    scalex    must be < 0.7
+ * \param[in]    scaley    must be < 0.7
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function should only be used when the scale factors are less
+ *          than or equal to 0.7 (i.e., more than about 1.42x reduction).
+ *          If either scale factor is larger than 0.7, we issue a warning
+ *          and call pixScaleGeneral(), which will invoke linear
+ *          interpolation without sharpening.
+ *      (2) This works only on 2, 4, 8 and 32 bpp images, and if there is
+ *          a colormap, it is removed by converting to RGB.  In other
+ *          cases, we issue a warning and call pixScaleGeneral().
+ *      (3) It does simple (flat filter) convolution, with a filter size
+ *          commensurate with the amount of reduction, to avoid antialiasing.
+ *      (4) It does simple subsampling after smoothing, which is appropriate
+ *          for this range of scaling.  Linear interpolation gives essentially
+ *          the same result with more computation for these scale factors,
+ *          so we don't use it.
+ *      (5) The result is the same as doing a full block convolution followed by
+ *          subsampling, but this is faster because the results of the block
+ *          convolution are only computed at the subsampling locations.
+ *          In fact, the computation time is approximately independent of
+ *          the scale factor, because the convolution kernel is adjusted
+ *          so that each source pixel is summed approximately once.
+ * 

+ */
+PIX *
+pixScaleSmooth(PIX       *pix,
+               l_float32  scalex,
+               l_float32  scaley)
+{
+l_int32    ws, hs, d, wd, hd, wpls, wpld, isize;
+l_uint32  *datas, *datad;
+l_float32  minscale, size;
+PIX       *pixs, *pixd;
+
+    PROCNAME("pixScaleSmooth");
+
+    if (!pix)
+        return (PIX *)ERROR_PTR("pix not defined", procName, NULL);
+    if (scalex >= 0.7 || scaley >= 0.7) {
+        L_WARNING("scaling factor not < 0.7; do regular scaling\n", procName);
+        return pixScaleGeneral(pix, scalex, scaley, 0.0, 0);
+    }
+
+        /* Remove colormap if necessary.
+         * If 2 bpp or 4 bpp gray, convert to 8 bpp */
+    d = pixGetDepth(pix);
+    if ((d == 2 || d == 4 || d == 8) && pixGetColormap(pix)) {
+        L_WARNING("pix has colormap; removing\n", procName);
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+        d = pixGetDepth(pixs);
+    } else if (d == 2 || d == 4) {
+        pixs = pixConvertTo8(pix, FALSE);
+        d = 8;
+    } else {
+        pixs = pixClone(pix);
+    }
+
+    if (d != 8 && d != 32) {   /* d == 1 or d == 16 */
+        L_WARNING("depth not 8 or 32 bpp; do regular scaling\n", procName);
+        pixDestroy(&pixs);
+        return pixScaleGeneral(pix, scalex, scaley, 0.0, 0);
+    }
+
+        /* If 1.42 < 1/minscale < 2.5, use isize = 2
+         * If 2.5 =< 1/minscale < 3.5, use isize = 3, etc.
+         * Under no conditions use isize < 2  */
+    minscale = L_MIN(scalex, scaley);
+    size = 1.0 / minscale;   /* ideal filter full width */
+    isize = L_MAX(2, (l_int32)(size + 0.5));
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    if ((ws < isize) || (hs < isize)) {
+        pixDestroy(&pixs);
+        return (PIX *)ERROR_PTR("pixs too small", procName, NULL);
+    }
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    wd = (l_int32)(scalex * (l_float32)ws + 0.5);
+    hd = (l_int32)(scaley * (l_float32)hs + 0.5);
+    if (wd < 1 || hd < 1) {
+        pixDestroy(&pixs);
+        return (PIX *)ERROR_PTR("pixd too small", procName, NULL);
+    }
+    if ((pixd = pixCreate(wd, hd, d)) == NULL) {
+        pixDestroy(&pixs);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixScaleResolution(pixd, scalex, scaley);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleSmoothLow(datad, wd, hd, wpld, datas, ws, hs, d, wpls, isize);
+    if (d == 32 && pixGetSpp(pixs) == 4)
+        pixScaleAndTransferAlpha(pixd, pixs, scalex, scaley);
+
+    pixDestroy(&pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleSmoothToSize()
+ *
+ * \param[in]    pixs   2, 4, 8 or 32 bpp; and 2, 4, 8 bpp with colormap
+ * \param[in]    wd     target width; use 0 if using height as target
+ * \param[in]    hd     target height; use 0 if using width as target
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes in pixScaleSmooth().
+ *      (2) The output scaled image has the dimension(s) you specify:
+ *          * To specify the width with isotropic scaling, set %hd = 0.
+ *          * To specify the height with isotropic scaling, set %wd = 0.
+ *          * If both %wd and %hd are specified, the image is scaled
+ *             (in general, anisotropically) to that size.
+ *          * It is an error to set both %wd and %hd to 0.
+ * 

+ */
+PIX *
+pixScaleSmoothToSize(PIX     *pixs,
+                     l_int32  wd,
+                     l_int32  hd)
+{
+l_int32    w, h;
+l_float32  scalex, scaley;
+
+    PROCNAME("pixScaleSmoothToSize");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (wd <= 0 && hd <= 0)
+        return (PIX *)ERROR_PTR("neither wd nor hd > 0", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (wd <= 0) {
+        scaley = (l_float32)hd / (l_float32)h;
+        scalex = scaley;
+    } else if (hd <= 0) {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = scalex;
+    } else {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = (l_float32)hd / (l_float32)h;
+    }
+
+    return pixScaleSmooth(pixs, scalex, scaley);
+}
+
+
+/*!
+ * \brief   pixScaleRGBToGray2()
+ *
+ * \param[in]    pixs            32 bpp rgb
+ * \param[in]    rwt, gwt, bwt   must sum to 1.0
+ * \return  pixd, 8 bpp, 2x reduced, or NULL on error
+ */
+PIX *
+pixScaleRGBToGray2(PIX       *pixs,
+                   l_float32  rwt,
+                   l_float32  gwt,
+                   l_float32  bwt)
+{
+l_int32    wd, hd, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleRGBToGray2");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 32)
+        return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
+    if (rwt + gwt + bwt < 0.98 || rwt + gwt + bwt > 1.02)
+        return (PIX *)ERROR_PTR("sum of wts should be 1.0", procName, NULL);
+
+    wd = pixGetWidth(pixs) / 2;
+    hd = pixGetHeight(pixs) / 2;
+    wpls = pixGetWpl(pixs);
+    datas = pixGetData(pixs);
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyResolution(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixScaleResolution(pixd, 0.5, 0.5);
+    wpld = pixGetWpl(pixd);
+    datad = pixGetData(pixd);
+    scaleRGBToGray2Low(datad, wd, hd, wpld, datas, wpls, rwt, gwt, bwt);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *             Downscaling with (antialias) area mapping            *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleAreaMap()
+ *
+ * \param[in]    pix       2, 4, 8 or 32 bpp; and 2, 4, 8 bpp with colormap
+ * \param[in]    scalex    must be <= 0.7
+ * \param[in]    scaley    must be <= 0.7
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function should only be used when the scale factors are less
+ *          than or equal to 0.7 (i.e., more than about 1.42x reduction).
+ *          If either scale factor is larger than 0.7, we issue a warning
+ *          and call pixScaleGeneral(), which will invoke linear
+ *          interpolation without sharpening.
+ *      (2) This works only on 2, 4, 8 and 32 bpp images.  If there is
+ *          a colormap, it is removed by converting to RGB.  In other
+ *          cases, we issue a warning and call pixScaleGeneral().
+ *      (3) This is faster than pixScale() because it does not do sharpening.
+ *      (4) It does a relatively expensive area mapping computation, to
+ *          avoid antialiasing.  It is about 2x slower than pixScaleSmooth(),
+ *          but the results are much better on fine text.
+ *      (5) This is typically about 20% faster for the special cases of
+ *          2x, 4x, 8x and 16x reduction.
+ *      (6) Surprisingly, there is no speedup (and a slight quality
+ *          impairment) if you do as many successive 2x reductions as
+ *          possible, ending with a reduction with a scale factor larger
+ *          than 0.5.
+ * 

+ */
+PIX *
+pixScaleAreaMap(PIX       *pix,
+                l_float32  scalex,
+                l_float32  scaley)
+{
+l_int32    ws, hs, d, wd, hd, wpls, wpld;
+l_uint32  *datas, *datad;
+l_float32  maxscale;
+PIX       *pixs, *pixd, *pixt1, *pixt2, *pixt3;
+
+    PROCNAME("pixScaleAreaMap");
+
+    if (!pix)
+        return (PIX *)ERROR_PTR("pix not defined", procName, NULL);
+    d = pixGetDepth(pix);
+    if (d != 2 && d != 4 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pix not 2, 4, 8 or 32 bpp", procName, NULL);
+    maxscale = L_MAX(scalex, scaley);
+    if (maxscale >= 0.7) {
+        L_WARNING("scaling factors not < 0.7; do regular scaling\n", procName);
+        return pixScaleGeneral(pix, scalex, scaley, 0.0, 0);
+    }
+
+        /* Special cases: 2x, 4x, 8x, 16x reduction */
+    if (scalex == 0.5 && scaley == 0.5)
+        return pixScaleAreaMap2(pix);
+    if (scalex == 0.25 && scaley == 0.25) {
+        pixt1 = pixScaleAreaMap2(pix);
+        pixd = pixScaleAreaMap2(pixt1);
+        pixDestroy(&pixt1);
+        return pixd;
+    }
+    if (scalex == 0.125 && scaley == 0.125) {
+        pixt1 = pixScaleAreaMap2(pix);
+        pixt2 = pixScaleAreaMap2(pixt1);
+        pixd = pixScaleAreaMap2(pixt2);
+        pixDestroy(&pixt1);
+        pixDestroy(&pixt2);
+        return pixd;
+    }
+    if (scalex == 0.0625 && scaley == 0.0625) {
+        pixt1 = pixScaleAreaMap2(pix);
+        pixt2 = pixScaleAreaMap2(pixt1);
+        pixt3 = pixScaleAreaMap2(pixt2);
+        pixd = pixScaleAreaMap2(pixt3);
+        pixDestroy(&pixt1);
+        pixDestroy(&pixt2);
+        pixDestroy(&pixt3);
+        return pixd;
+    }
+
+        /* Remove colormap if necessary.
+         * If 2 bpp or 4 bpp gray, convert to 8 bpp */
+    if ((d == 2 || d == 4 || d == 8) && pixGetColormap(pix)) {
+        L_WARNING("pix has colormap; removing\n", procName);
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+        d = pixGetDepth(pixs);
+    } else if (d == 2 || d == 4) {
+        pixs = pixConvertTo8(pix, FALSE);
+        d = 8;
+    } else {
+        pixs = pixClone(pix);
+    }
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    wd = (l_int32)(scalex * (l_float32)ws + 0.5);
+    hd = (l_int32)(scaley * (l_float32)hs + 0.5);
+    if (wd < 1 || hd < 1) {
+        pixDestroy(&pixs);
+        return (PIX *)ERROR_PTR("pixd too small", procName, NULL);
+    }
+    if ((pixd = pixCreate(wd, hd, d)) == NULL) {
+        pixDestroy(&pixs);
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    }
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, scalex, scaley);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    if (d == 8) {
+        scaleGrayAreaMapLow(datad, wd, hd, wpld, datas, ws, hs, wpls);
+    } else {  /* RGB, d == 32 */
+        scaleColorAreaMapLow(datad, wd, hd, wpld, datas, ws, hs, wpls);
+        if (pixGetSpp(pixs) == 4)
+            pixScaleAndTransferAlpha(pixd, pixs, scalex, scaley);
+    }
+
+    pixDestroy(&pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleAreaMap2()
+ *
+ * \param[in]    pix     2, 4, 8 or 32 bpp; and 2, 4, 8 bpp with colormap
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function does an area mapping (average) for 2x
+ *          reduction.
+ *      (2) This works only on 2, 4, 8 and 32 bpp images.  If there is
+ *          a colormap, it is removed by converting to RGB.
+ *      (3) Speed on 3 GHz processor:
+ *             Color: 160 Mpix/sec
+ *             Gray: 700 Mpix/sec
+ *          This contrasts with the speed of the general pixScaleAreaMap():
+ *             Color: 35 Mpix/sec
+ *             Gray: 50 Mpix/sec
+ *      (4) From (3), we see that this special function is about 4.5x
+ *          faster for color and 14x faster for grayscale
+ *      (5) Consequently, pixScaleAreaMap2() is incorporated into the
+ *          general area map scaling function, for the special cases
+ *          of 2x, 4x, 8x and 16x reduction.
+ * 

+ */
+PIX *
+pixScaleAreaMap2(PIX  *pix)
+{
+l_int32    wd, hd, d, wpls, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixs, *pixd;
+
+    PROCNAME("pixScaleAreaMap2");
+
+    if (!pix)
+        return (PIX *)ERROR_PTR("pix not defined", procName, NULL);
+    d = pixGetDepth(pix);
+    if (d != 2 && d != 4 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pix not 2, 4, 8 or 32 bpp", procName, NULL);
+
+        /* Remove colormap if necessary.
+         * If 2 bpp or 4 bpp gray, convert to 8 bpp */
+    if ((d == 2 || d == 4 || d == 8) && pixGetColormap(pix)) {
+        L_WARNING("pix has colormap; removing\n", procName);
+        pixs = pixRemoveColormap(pix, REMOVE_CMAP_BASED_ON_SRC);
+        d = pixGetDepth(pixs);
+    } else if (d == 2 || d == 4) {
+        pixs = pixConvertTo8(pix, FALSE);
+        d = 8;
+    } else {
+        pixs = pixClone(pix);
+    }
+
+    wd = pixGetWidth(pixs) / 2;
+    hd = pixGetHeight(pixs) / 2;
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    pixd = pixCreate(wd, hd, d);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 0.5, 0.5);
+    scaleAreaMapLow2(datad, wd, hd, wpld, datas, d, wpls);
+    if (pixGetSpp(pixs) == 4)
+        pixScaleAndTransferAlpha(pixd, pixs, 0.5, 0.5);
+    pixDestroy(&pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleAreaMapToSize()
+ *
+ * \param[in]    pixs    2, 4, 8 or 32 bpp; and 2, 4, 8 bpp with colormap
+ * \param[in]    wd      target width; use 0 if using height as target
+ * \param[in]    hd      target height; use 0 if using width as target
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes in pixScaleAreaMap().
+ *      (2) The output scaled image has the dimension(s) you specify:
+ *          * To specify the width with isotropic scaling, set %hd = 0.
+ *          * To specify the height with isotropic scaling, set %wd = 0.
+ *          * If both %wd and %hd are specified, the image is scaled
+ *             (in general, anisotropically) to that size.
+ *          * It is an error to set both %wd and %hd to 0.
+ * 

+ */
+PIX *
+pixScaleAreaMapToSize(PIX     *pixs,
+                      l_int32  wd,
+                      l_int32  hd)
+{
+l_int32    w, h;
+l_float32  scalex, scaley;
+
+    PROCNAME("pixScaleAreaMapToSize");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (wd <= 0 && hd <= 0)
+        return (PIX *)ERROR_PTR("neither wd nor hd > 0", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (wd <= 0) {
+        scaley = (l_float32)hd / (l_float32)h;
+        scalex = scaley;
+    } else if (hd <= 0) {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = scalex;
+    } else {
+        scalex = (l_float32)wd / (l_float32)w;
+        scaley = (l_float32)hd / (l_float32)h;
+    }
+
+    return pixScaleAreaMap(pixs, scalex, scaley);
+}
+
+
+/*------------------------------------------------------------------*
+ *               Binary scaling by closest pixel sampling           *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleBinary()
+ *
+ * \param[in]    pixs      1 bpp
+ * \param[in]    scalex    must be > 0.0
+ * \param[in]    scaley    must be > 0.0
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function samples from the source without
+ *          filtering.  As a result, aliasing will occur for
+ *          subsampling (scalex and scaley < 1.0).
+ * 

+ */
+PIX *
+pixScaleBinary(PIX       *pixs,
+               l_float32  scalex,
+               l_float32  scaley)
+{
+l_int32    ws, hs, wpls, wd, hd, wpld;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleBinary");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIX *)ERROR_PTR("scale factor <= 0", procName, NULL);
+    if (scalex == 1.0 && scaley == 1.0)
+        return pixCopy(NULL, pixs);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    wd = (l_int32)(scalex * (l_float32)ws + 0.5);
+    hd = (l_int32)(scaley * (l_float32)hs + 0.5);
+    if ((pixd = pixCreate(wd, hd, 1)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyColormap(pixd, pixs);
+    pixCopyText(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, scalex, scaley);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+    scaleBinaryLow(datad, wd, hd, wpld, datas, ws, hs, wpls);
+    return pixd;
+}
+
+
+/* ================================================================ *
+ *                    Low level static functions                    *
+ * ================================================================ */
+
+/*------------------------------------------------------------------*
+ *            General linear interpolated color scaling             *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleColorLILow()
+ *
+ *  We choose to divide each pixel into 16 x 16 sub-pixels.
+ *  Linear interpolation is equivalent to finding the
+ *  fractional area (i.e., number of sub-pixels divided
+ *  by 256) associated with each of the four nearest src pixels,
+ *  and weighting each pixel value by this fractional area.
+ *
+ *  P3 speed is about 7 x 10^6 dst pixels/sec/GHz
+ */
+static void
+scaleColorLILow(l_uint32  *datad,
+               l_int32    wd,
+               l_int32    hd,
+               l_int32    wpld,
+               l_uint32  *datas,
+               l_int32    ws,
+               l_int32    hs,
+               l_int32    wpls)
+{
+l_int32    i, j, wm2, hm2;
+l_int32    xpm, ypm;  /* location in src image, to 1/16 of a pixel */
+l_int32    xp, yp, xf, yf;  /* src pixel and pixel fraction coordinates */
+l_int32    v00r, v01r, v10r, v11r, v00g, v01g, v10g, v11g;
+l_int32    v00b, v01b, v10b, v11b, area00, area01, area10, area11;
+l_uint32   pixels1, pixels2, pixels3, pixels4, pixel;
+l_uint32  *lines, *lined;
+l_float32  scx, scy;
+
+        /* (scx, scy) are scaling factors that are applied to the
+         * dest coords to get the corresponding src coords.
+         * We need them because we iterate over dest pixels
+         * and must find the corresponding set of src pixels. */
+    scx = 16. * (l_float32)ws / (l_float32)wd;
+    scy = 16. * (l_float32)hs / (l_float32)hd;
+    wm2 = ws - 2;
+    hm2 = hs - 2;
+
+        /* Iterate over the destination pixels */
+    for (i = 0; i < hd; i++) {
+        ypm = (l_int32)(scy * (l_float32)i);
+        yp = ypm >> 4;
+        yf = ypm & 0x0f;
+        lined = datad + i * wpld;
+        lines = datas + yp * wpls;
+        for (j = 0; j < wd; j++) {
+            xpm = (l_int32)(scx * (l_float32)j);
+            xp = xpm >> 4;
+            xf = xpm & 0x0f;
+
+                /* Do bilinear interpolation.  This is a simple
+                 * generalization of the calculation in scaleGrayLILow().
+                 * Without this, we could simply subsample:
+                 *     *(lined + j) = *(lines + xp);
+                 * which is faster but gives lousy results!  */
+            pixels1 = *(lines + xp);
+
+            if (xp > wm2 || yp > hm2) {
+                if (yp > hm2 && xp <= wm2) {  /* pixels near bottom */
+                    pixels2 = *(lines + xp + 1);
+                    pixels3 = pixels1;
+                    pixels4 = pixels2;
+                } else if (xp > wm2 && yp <= hm2) {  /* pixels near rt side */
+                    pixels2 = pixels1;
+                    pixels3 = *(lines + wpls + xp);
+                    pixels4 = pixels3;
+                } else {  /* pixels at LR corner */
+                    pixels4 = pixels3 = pixels2 = pixels1;
+                }
+            } else {
+                pixels2 = *(lines + xp + 1);
+                pixels3 = *(lines + wpls + xp);
+                pixels4 = *(lines + wpls + xp + 1);
+            }
+
+            area00 = (16 - xf) * (16 - yf);
+            area10 = xf * (16 - yf);
+            area01 = (16 - xf) * yf;
+            area11 = xf * yf;
+            v00r = area00 * ((pixels1 >> L_RED_SHIFT) & 0xff);
+            v00g = area00 * ((pixels1 >> L_GREEN_SHIFT) & 0xff);
+            v00b = area00 * ((pixels1 >> L_BLUE_SHIFT) & 0xff);
+            v10r = area10 * ((pixels2 >> L_RED_SHIFT) & 0xff);
+            v10g = area10 * ((pixels2 >> L_GREEN_SHIFT) & 0xff);
+            v10b = area10 * ((pixels2 >> L_BLUE_SHIFT) & 0xff);
+            v01r = area01 * ((pixels3 >> L_RED_SHIFT) & 0xff);
+            v01g = area01 * ((pixels3 >> L_GREEN_SHIFT) & 0xff);
+            v01b = area01 * ((pixels3 >> L_BLUE_SHIFT) & 0xff);
+            v11r = area11 * ((pixels4 >> L_RED_SHIFT) & 0xff);
+            v11g = area11 * ((pixels4 >> L_GREEN_SHIFT) & 0xff);
+            v11b = area11 * ((pixels4 >> L_BLUE_SHIFT) & 0xff);
+            pixel = (((v00r + v10r + v01r + v11r + 128) << 16) & 0xff000000) |
+                    (((v00g + v10g + v01g + v11g + 128) << 8) & 0x00ff0000) |
+                    ((v00b + v10b + v01b + v11b + 128) & 0x0000ff00);
+            *(lined + j) = pixel;
+        }
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *            General linear interpolated gray scaling              *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleGrayLILow()
+ *
+ *  We choose to divide each pixel into 16 x 16 sub-pixels.
+ *  Linear interpolation is equivalent to finding the
+ *  fractional area (i.e., number of sub-pixels divided
+ *  by 256) associated with each of the four nearest src pixels,
+ *  and weighting each pixel value by this fractional area.
+ */
+static void
+scaleGrayLILow(l_uint32  *datad,
+               l_int32    wd,
+               l_int32    hd,
+               l_int32    wpld,
+               l_uint32  *datas,
+               l_int32    ws,
+               l_int32    hs,
+               l_int32    wpls)
+{
+l_int32    i, j, wm2, hm2;
+l_int32    xpm, ypm;  /* location in src image, to 1/16 of a pixel */
+l_int32    xp, yp, xf, yf;  /* src pixel and pixel fraction coordinates */
+l_int32    v00, v01, v10, v11, v00_val, v01_val, v10_val, v11_val;
+l_uint8    val;
+l_uint32  *lines, *lined;
+l_float32  scx, scy;
+
+        /* (scx, scy) are scaling factors that are applied to the
+         * dest coords to get the corresponding src coords.
+         * We need them because we iterate over dest pixels
+         * and must find the corresponding set of src pixels. */
+    scx = 16. * (l_float32)ws / (l_float32)wd;
+    scy = 16. * (l_float32)hs / (l_float32)hd;
+    wm2 = ws - 2;
+    hm2 = hs - 2;
+
+        /* Iterate over the destination pixels */
+    for (i = 0; i < hd; i++) {
+        ypm = (l_int32)(scy * (l_float32)i);
+        yp = ypm >> 4;
+        yf = ypm & 0x0f;
+        lined = datad + i * wpld;
+        lines = datas + yp * wpls;
+        for (j = 0; j < wd; j++) {
+            xpm = (l_int32)(scx * (l_float32)j);
+            xp = xpm >> 4;
+            xf = xpm & 0x0f;
+
+                /* Do bilinear interpolation.  Without this, we could
+                 * simply subsample:
+                 *   SET_DATA_BYTE(lined, j, GET_DATA_BYTE(lines, xp));
+                 * which is faster but gives lousy results!  */
+            v00_val = GET_DATA_BYTE(lines, xp);
+            if (xp > wm2 || yp > hm2) {
+                if (yp > hm2 && xp <= wm2) {  /* pixels near bottom */
+                    v01_val = v00_val;
+                    v10_val = GET_DATA_BYTE(lines, xp + 1);
+                    v11_val = v10_val;
+                } else if (xp > wm2 && yp <= hm2) {  /* pixels near rt side */
+                    v01_val = GET_DATA_BYTE(lines + wpls, xp);
+                    v10_val = v00_val;
+                    v11_val = v01_val;
+                } else {  /* pixels at LR corner */
+                    v10_val = v01_val = v11_val = v00_val;
+                }
+            } else {
+                v10_val = GET_DATA_BYTE(lines, xp + 1);
+                v01_val = GET_DATA_BYTE(lines + wpls, xp);
+                v11_val = GET_DATA_BYTE(lines + wpls, xp + 1);
+            }
+
+            v00 = (16 - xf) * (16 - yf) * v00_val;
+            v10 = xf * (16 - yf) * v10_val;
+            v01 = (16 - xf) * yf * v01_val;
+            v11 = xf * yf * v11_val;
+
+            val = (l_uint8)((v00 + v01 + v10 + v11 + 128) / 256);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *                2x linear interpolated color scaling              *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleColor2xLILow()
+ *
+ *  This is a special case of 2x expansion by linear
+ *  interpolation.  Each src pixel contains 4 dest pixels.
+ *  The 4 dest pixels in src pixel 1 are numbered at
+ *  their UL corners.  The 4 dest pixels in src pixel 1
+ *  are related to that src pixel and its 3 neighboring
+ *  src pixels as follows:
+ *
+ *             1-----2-----|-----|-----|
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *  src 1 -->  3-----4-----|     |     |  <-- src 2
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *             |-----|-----|-----|-----|
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *  src 3 -->  |     |     |     |     |  <-- src 4
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *             |-----|-----|-----|-----|
+ *
+ *           dest      src
+ *           ----      ---
+ *           dp1    =  sp1
+ *           dp2    =  (sp1 + sp2) / 2
+ *           dp3    =  (sp1 + sp3) / 2
+ *           dp4    =  (sp1 + sp2 + sp3 + sp4) / 4
+ *
+ *  We iterate over the src pixels, and unroll the calculation
+ *  for each set of 4 dest pixels corresponding to that src
+ *  pixel, caching pixels for the next src pixel whenever possible.
+ *  The method is exactly analogous to the one we use for
+ *  scaleGray2xLILow() and its line version.
+ *
+ *  P3 speed is about 5 x 10^7 dst pixels/sec/GHz
+ */
+static void
+scaleColor2xLILow(l_uint32  *datad,
+                  l_int32    wpld,
+                  l_uint32  *datas,
+                  l_int32    ws,
+                  l_int32    hs,
+                  l_int32    wpls)
+{
+l_int32    i, hsm;
+l_uint32  *lines, *lined;
+
+    hsm = hs - 1;
+
+        /* We're taking 2 src and 2 dest lines at a time,
+         * and for each src line, we're computing 2 dest lines.
+         * Call these 2 dest lines:  destline1 and destline2.
+         * The first src line is used for destline 1.
+         * On all but the last src line, both src lines are
+         * used in the linear interpolation for destline2.
+         * On the last src line, both destline1 and destline2
+         * are computed using only that src line (because there
+         * isn't a lower src line). */
+
+        /* iterate over all but the last src line */
+    for (i = 0; i < hsm; i++) {
+        lines = datas + i * wpls;
+        lined = datad + 2 * i * wpld;
+        scaleColor2xLILineLow(lined, wpld, lines, ws, wpls, 0);
+    }
+
+        /* last src line */
+    lines = datas + hsm * wpls;
+    lined = datad + 2 * hsm * wpld;
+    scaleColor2xLILineLow(lined, wpld, lines, ws, wpls, 1);
+}
+
+
+/*!
+ * \brief   scaleColor2xLILineLow()
+ *
+ * \param[in]    lined   ptr to top destline, to be made from current src line
+ * \param[in]    wpld
+ * \param[in]    lines   ptr to current src line
+ * \param[in]    ws
+ * \param[in]    wpls
+ * \param[in]    lastlineflag  1 if last src line; 0 otherwise
+ * \return  void
+ */
+static void
+scaleColor2xLILineLow(l_uint32  *lined,
+                      l_int32    wpld,
+                      l_uint32  *lines,
+                      l_int32    ws,
+                      l_int32    wpls,
+                      l_int32    lastlineflag)
+{
+l_int32    j, jd, wsm;
+l_uint32   rval1, rval2, rval3, rval4, gval1, gval2, gval3, gval4;
+l_uint32   bval1, bval2, bval3, bval4;
+l_uint32   pixels1, pixels2, pixels3, pixels4, pixel;
+l_uint32  *linesp, *linedp;
+
+    wsm = ws - 1;
+
+    if (lastlineflag == 0) {
+        linesp = lines + wpls;
+        linedp = lined + wpld;
+        pixels1 = *lines;
+        pixels3 = *linesp;
+
+            /* initialize with v(2) and v(4) */
+        rval2 = pixels1 >> 24;
+        gval2 = (pixels1 >> 16) & 0xff;
+        bval2 = (pixels1 >> 8) & 0xff;
+        rval4 = pixels3 >> 24;
+        gval4 = (pixels3 >> 16) & 0xff;
+        bval4 = (pixels3 >> 8) & 0xff;
+
+        for (j = 0, jd = 0; j < wsm; j++, jd += 2) {
+                /* shift in previous src values */
+            rval1 = rval2;
+            gval1 = gval2;
+            bval1 = bval2;
+            rval3 = rval4;
+            gval3 = gval4;
+            bval3 = bval4;
+                /* get new src values */
+            pixels2 = *(lines + j + 1);
+            pixels4 = *(linesp + j + 1);
+            rval2 = pixels2 >> 24;
+            gval2 = (pixels2 >> 16) & 0xff;
+            bval2 = (pixels2 >> 8) & 0xff;
+            rval4 = pixels4 >> 24;
+            gval4 = (pixels4 >> 16) & 0xff;
+            bval4 = (pixels4 >> 8) & 0xff;
+                /* save dest values */
+            pixel = (rval1 << 24 | gval1 << 16 | bval1 << 8);
+            *(lined + jd) = pixel;                               /* pix 1 */
+            pixel = ((((rval1 + rval2) << 23) & 0xff000000) |
+                     (((gval1 + gval2) << 15) & 0x00ff0000) |
+                     (((bval1 + bval2) << 7) & 0x0000ff00));
+            *(lined + jd + 1) = pixel;                           /* pix 2 */
+            pixel = ((((rval1 + rval3) << 23) & 0xff000000) |
+                     (((gval1 + gval3) << 15) & 0x00ff0000) |
+                     (((bval1 + bval3) << 7) & 0x0000ff00));
+            *(linedp + jd) = pixel;                              /* pix 3 */
+            pixel = ((((rval1 + rval2 + rval3 + rval4) << 22) & 0xff000000) |
+                     (((gval1 + gval2 + gval3 + gval4) << 14) & 0x00ff0000) |
+                     (((bval1 + bval2 + bval3 + bval4) << 6) & 0x0000ff00));
+            *(linedp + jd + 1) = pixel;                          /* pix 4 */
+        }
+            /* last src pixel on line */
+        rval1 = rval2;
+        gval1 = gval2;
+        bval1 = bval2;
+        rval3 = rval4;
+        gval3 = gval4;
+        bval3 = bval4;
+        pixel = (rval1 << 24 | gval1 << 16 | bval1 << 8);
+        *(lined + 2 * wsm) = pixel;                        /* pix 1 */
+        *(lined + 2 * wsm + 1) = pixel;                    /* pix 2 */
+        pixel = ((((rval1 + rval3) << 23) & 0xff000000) |
+                 (((gval1 + gval3) << 15) & 0x00ff0000) |
+                 (((bval1 + bval3) << 7) & 0x0000ff00));
+        *(linedp + 2 * wsm) = pixel;                       /* pix 3 */
+        *(linedp + 2 * wsm + 1) = pixel;                   /* pix 4 */
+    } else {   /* last row of src pixels: lastlineflag == 1 */
+        linedp = lined + wpld;
+        pixels2 = *lines;
+        rval2 = pixels2 >> 24;
+        gval2 = (pixels2 >> 16) & 0xff;
+        bval2 = (pixels2 >> 8) & 0xff;
+        for (j = 0, jd = 0; j < wsm; j++, jd += 2) {
+            rval1 = rval2;
+            gval1 = gval2;
+            bval1 = bval2;
+            pixels2 = *(lines + j + 1);
+            rval2 = pixels2 >> 24;
+            gval2 = (pixels2 >> 16) & 0xff;
+            bval2 = (pixels2 >> 8) & 0xff;
+            pixel = (rval1 << 24 | gval1 << 16 | bval1 << 8);
+            *(lined + jd) = pixel;                            /* pix 1 */
+            *(linedp + jd) = pixel;                           /* pix 2 */
+            pixel = ((((rval1 + rval2) << 23) & 0xff000000) |
+                     (((gval1 + gval2) << 15) & 0x00ff0000) |
+                     (((bval1 + bval2) << 7) & 0x0000ff00));
+            *(lined + jd + 1) = pixel;                        /* pix 3 */
+            *(linedp + jd + 1) = pixel;                       /* pix 4 */
+        }
+        rval1 = rval2;
+        gval1 = gval2;
+        bval1 = bval2;
+        pixel = (rval1 << 24 | gval1 << 16 | bval1 << 8);
+        *(lined + 2 * wsm) = pixel;                           /* pix 1 */
+        *(lined + 2 * wsm + 1) = pixel;                       /* pix 2 */
+        *(linedp + 2 * wsm) = pixel;                          /* pix 3 */
+        *(linedp + 2 * wsm + 1) = pixel;                      /* pix 4 */
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *                2x linear interpolated gray scaling               *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleGray2xLILow()
+ *
+ *  This is a special case of 2x expansion by linear
+ *  interpolation.  Each src pixel contains 4 dest pixels.
+ *  The 4 dest pixels in src pixel 1 are numbered at
+ *  their UL corners.  The 4 dest pixels in src pixel 1
+ *  are related to that src pixel and its 3 neighboring
+ *  src pixels as follows:
+ *
+ *             1-----2-----|-----|-----|
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *  src 1 -->  3-----4-----|     |     |  <-- src 2
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *             |-----|-----|-----|-----|
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *  src 3 -->  |     |     |     |     |  <-- src 4
+ *             |     |     |     |     |
+ *             |     |     |     |     |
+ *             |-----|-----|-----|-----|
+ *
+ *           dest      src
+ *           ----      ---
+ *           dp1    =  sp1
+ *           dp2    =  (sp1 + sp2) / 2
+ *           dp3    =  (sp1 + sp3) / 2
+ *           dp4    =  (sp1 + sp2 + sp3 + sp4) / 4
+ *
+ *  We iterate over the src pixels, and unroll the calculation
+ *  for each set of 4 dest pixels corresponding to that src
+ *  pixel, caching pixels for the next src pixel whenever possible.
+ */
+static void
+scaleGray2xLILow(l_uint32  *datad,
+                 l_int32    wpld,
+                 l_uint32  *datas,
+                 l_int32    ws,
+                 l_int32    hs,
+                 l_int32    wpls)
+{
+l_int32    i, hsm;
+l_uint32  *lines, *lined;
+
+    hsm = hs - 1;
+
+        /* We're taking 2 src and 2 dest lines at a time,
+         * and for each src line, we're computing 2 dest lines.
+         * Call these 2 dest lines:  destline1 and destline2.
+         * The first src line is used for destline 1.
+         * On all but the last src line, both src lines are
+         * used in the linear interpolation for destline2.
+         * On the last src line, both destline1 and destline2
+         * are computed using only that src line (because there
+         * isn't a lower src line). */
+
+        /* iterate over all but the last src line */
+    for (i = 0; i < hsm; i++) {
+        lines = datas + i * wpls;
+        lined = datad + 2 * i * wpld;
+        scaleGray2xLILineLow(lined, wpld, lines, ws, wpls, 0);
+    }
+
+        /* last src line */
+    lines = datas + hsm * wpls;
+    lined = datad + 2 * hsm * wpld;
+    scaleGray2xLILineLow(lined, wpld, lines, ws, wpls, 1);
+}
+
+
+/*!
+ * \brief   scaleGray2xLILineLow()
+ *
+ * \param[in]    lined   ptr to top destline, to be made from current src line
+ * \param[in]    wpld
+ * \param[in]    lines   ptr to current src line
+ * \param[in]    ws
+ * \param[in]    wpls
+ * \param[in]    lastlineflag  1 if last src line; 0 otherwise
+ * \return  void
+ */
+static void
+scaleGray2xLILineLow(l_uint32  *lined,
+                     l_int32    wpld,
+                     l_uint32  *lines,
+                     l_int32    ws,
+                     l_int32    wpls,
+                     l_int32    lastlineflag)
+{
+l_int32    j, jd, wsm, w;
+l_uint32   sval1, sval2, sval3, sval4;
+l_uint32  *linesp, *linedp;
+l_uint32   words, wordsp, wordd, worddp;
+
+    wsm = ws - 1;
+
+    if (lastlineflag == 0) {
+        linesp = lines + wpls;
+        linedp = lined + wpld;
+
+            /* Unroll the loop 4x and work on full words */
+        words = lines[0];
+        wordsp = linesp[0];
+        sval2 = (words >> 24) & 0xff;
+        sval4 = (wordsp >> 24) & 0xff;
+        for (j = 0, jd = 0, w = 0; j + 3 < wsm; j += 4, jd += 8, w++) {
+                /* At the top of the loop,
+                 * words == lines[w], wordsp == linesp[w]
+                 * and the top bytes of those have been loaded into
+                 * sval2 and sval4. */
+            sval1 = sval2;
+            sval2 = (words >> 16) & 0xff;
+            sval3 = sval4;
+            sval4 = (wordsp >> 16) & 0xff;
+            wordd = (sval1 << 24) | (((sval1 + sval2) >> 1) << 16);
+            worddp = (((sval1 + sval3) >> 1) << 24) |
+                (((sval1 + sval2 + sval3 + sval4) >> 2) << 16);
+
+            sval1 = sval2;
+            sval2 = (words >> 8) & 0xff;
+            sval3 = sval4;
+            sval4 = (wordsp >> 8) & 0xff;
+            wordd |= (sval1 << 8) | ((sval1 + sval2) >> 1);
+            worddp |= (((sval1 + sval3) >> 1) << 8) |
+                ((sval1 + sval2 + sval3 + sval4) >> 2);
+            lined[w * 2] = wordd;
+            linedp[w * 2] = worddp;
+
+            sval1 = sval2;
+            sval2 = words & 0xff;
+            sval3 = sval4;
+            sval4 = wordsp & 0xff;
+            wordd = (sval1 << 24) |                              /* pix 1 */
+                (((sval1 + sval2) >> 1) << 16);                  /* pix 2 */
+            worddp = (((sval1 + sval3) >> 1) << 24) |            /* pix 3 */
+                (((sval1 + sval2 + sval3 + sval4) >> 2) << 16);  /* pix 4 */
+
+                /* Load the next word as we need its first byte */
+            words = lines[w + 1];
+            wordsp = linesp[w + 1];
+            sval1 = sval2;
+            sval2 = (words >> 24) & 0xff;
+            sval3 = sval4;
+            sval4 = (wordsp >> 24) & 0xff;
+            wordd |= (sval1 << 8) |                              /* pix 1 */
+                ((sval1 + sval2) >> 1);                          /* pix 2 */
+            worddp |= (((sval1 + sval3) >> 1) << 8) |            /* pix 3 */
+                ((sval1 + sval2 + sval3 + sval4) >> 2);          /* pix 4 */
+            lined[w * 2 + 1] = wordd;
+            linedp[w * 2 + 1] = worddp;
+        }
+
+            /* Finish up the last word */
+        for (; j < wsm; j++, jd += 2) {
+            sval1 = sval2;
+            sval3 = sval4;
+            sval2 = GET_DATA_BYTE(lines, j + 1);
+            sval4 = GET_DATA_BYTE(linesp, j + 1);
+            SET_DATA_BYTE(lined, jd, sval1);                     /* pix 1 */
+            SET_DATA_BYTE(lined, jd + 1, (sval1 + sval2) / 2);   /* pix 2 */
+            SET_DATA_BYTE(linedp, jd, (sval1 + sval3) / 2);      /* pix 3 */
+            SET_DATA_BYTE(linedp, jd + 1,
+                          (sval1 + sval2 + sval3 + sval4) / 4);  /* pix 4 */
+        }
+        sval1 = sval2;
+        sval3 = sval4;
+        SET_DATA_BYTE(lined, 2 * wsm, sval1);                     /* pix 1 */
+        SET_DATA_BYTE(lined, 2 * wsm + 1, sval1);                 /* pix 2 */
+        SET_DATA_BYTE(linedp, 2 * wsm, (sval1 + sval3) / 2);      /* pix 3 */
+        SET_DATA_BYTE(linedp, 2 * wsm + 1, (sval1 + sval3) / 2);  /* pix 4 */
+
+#if DEBUG_UNROLLING
+#define CHECK_BYTE(a, b, c) if (GET_DATA_BYTE(a, b) != c) {\
+     fprintf(stderr, "Error: mismatch at %d, %d vs %d\n", \
+             j, GET_DATA_BYTE(a, b), c); }
+
+        sval2 = GET_DATA_BYTE(lines, 0);
+        sval4 = GET_DATA_BYTE(linesp, 0);
+        for (j = 0, jd = 0; j < wsm; j++, jd += 2) {
+            sval1 = sval2;
+            sval3 = sval4;
+            sval2 = GET_DATA_BYTE(lines, j + 1);
+            sval4 = GET_DATA_BYTE(linesp, j + 1);
+            CHECK_BYTE(lined, jd, sval1);                     /* pix 1 */
+            CHECK_BYTE(lined, jd + 1, (sval1 + sval2) / 2);   /* pix 2 */
+            CHECK_BYTE(linedp, jd, (sval1 + sval3) / 2);      /* pix 3 */
+            CHECK_BYTE(linedp, jd + 1,
+                          (sval1 + sval2 + sval3 + sval4) / 4);  /* pix 4 */
+        }
+        sval1 = sval2;
+        sval3 = sval4;
+        CHECK_BYTE(lined, 2 * wsm, sval1);                     /* pix 1 */
+        CHECK_BYTE(lined, 2 * wsm + 1, sval1);                 /* pix 2 */
+        CHECK_BYTE(linedp, 2 * wsm, (sval1 + sval3) / 2);      /* pix 3 */
+        CHECK_BYTE(linedp, 2 * wsm + 1, (sval1 + sval3) / 2);  /* pix 4 */
+#undef CHECK_BYTE
+#endif
+    } else {  /* last row of src pixels: lastlineflag == 1 */
+        linedp = lined + wpld;
+        sval2 = GET_DATA_BYTE(lines, 0);
+        for (j = 0, jd = 0; j < wsm; j++, jd += 2) {
+            sval1 = sval2;
+            sval2 = GET_DATA_BYTE(lines, j + 1);
+            SET_DATA_BYTE(lined, jd, sval1);                       /* pix 1 */
+            SET_DATA_BYTE(linedp, jd, sval1);                      /* pix 3 */
+            SET_DATA_BYTE(lined, jd + 1, (sval1 + sval2) / 2);     /* pix 2 */
+            SET_DATA_BYTE(linedp, jd + 1, (sval1 + sval2) / 2);    /* pix 4 */
+        }
+        sval1 = sval2;
+        SET_DATA_BYTE(lined, 2 * wsm, sval1);                     /* pix 1 */
+        SET_DATA_BYTE(lined, 2 * wsm + 1, sval1);                 /* pix 2 */
+        SET_DATA_BYTE(linedp, 2 * wsm, sval1);                    /* pix 3 */
+        SET_DATA_BYTE(linedp, 2 * wsm + 1, sval1);                /* pix 4 */
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *               4x linear interpolated gray scaling                *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleGray4xLILow()
+ *
+ *  This is a special case of 4x expansion by linear
+ *  interpolation.  Each src pixel contains 16 dest pixels.
+ *  The 16 dest pixels in src pixel 1 are numbered at
+ *  their UL corners.  The 16 dest pixels in src pixel 1
+ *  are related to that src pixel and its 3 neighboring
+ *  src pixels as follows:
+ *
+ *             1---2---3---4---|---|---|---|---|
+ *             |   |   |   |   |   |   |   |   |
+ *             5---6---7---8---|---|---|---|---|
+ *             |   |   |   |   |   |   |   |   |
+ *  src 1 -->  9---a---b---c---|---|---|---|---|  <-- src 2
+ *             |   |   |   |   |   |   |   |   |
+ *             d---e---f---g---|---|---|---|---|
+ *             |   |   |   |   |   |   |   |   |
+ *             |===|===|===|===|===|===|===|===|
+ *             |   |   |   |   |   |   |   |   |
+ *             |---|---|---|---|---|---|---|---|
+ *             |   |   |   |   |   |   |   |   |
+ *  src 3 -->  |---|---|---|---|---|---|---|---|  <-- src 4
+ *             |   |   |   |   |   |   |   |   |
+ *             |---|---|---|---|---|---|---|---|
+ *             |   |   |   |   |   |   |   |   |
+ *             |---|---|---|---|---|---|---|---|
+ *
+ *           dest      src
+ *           ----      ---
+ *           dp1    =  sp1
+ *           dp2    =  (3 * sp1 + sp2) / 4
+ *           dp3    =  (sp1 + sp2) / 2
+ *           dp4    =  (sp1 + 3 * sp2) / 4
+ *           dp5    =  (3 * sp1 + sp3) / 4
+ *           dp6    =  (9 * sp1 + 3 * sp2 + 3 * sp3 + sp4) / 16
+ *           dp7    =  (3 * sp1 + 3 * sp2 + sp3 + sp4) / 8
+ *           dp8    =  (3 * sp1 + 9 * sp2 + 1 * sp3 + 3 * sp4) / 16
+ *           dp9    =  (sp1 + sp3) / 2
+ *           dp10   =  (3 * sp1 + sp2 + 3 * sp3 + sp4) / 8
+ *           dp11   =  (sp1 + sp2 + sp3 + sp4) / 4
+ *           dp12   =  (sp1 + 3 * sp2 + sp3 + 3 * sp4) / 8
+ *           dp13   =  (sp1 + 3 * sp3) / 4
+ *           dp14   =  (3 * sp1 + sp2 + 9 * sp3 + 3 * sp4) / 16
+ *           dp15   =  (sp1 + sp2 + 3 * sp3 + 3 * sp4) / 8
+ *           dp16   =  (sp1 + 3 * sp2 + 3 * sp3 + 9 * sp4) / 16
+ *
+ *  We iterate over the src pixels, and unroll the calculation
+ *  for each set of 16 dest pixels corresponding to that src
+ *  pixel, caching pixels for the next src pixel whenever possible.
+ */
+static void
+scaleGray4xLILow(l_uint32  *datad,
+                 l_int32    wpld,
+                 l_uint32  *datas,
+                 l_int32    ws,
+                 l_int32    hs,
+                 l_int32    wpls)
+{
+l_int32    i, hsm;
+l_uint32  *lines, *lined;
+
+    hsm = hs - 1;
+
+        /* We're taking 2 src and 4 dest lines at a time,
+         * and for each src line, we're computing 4 dest lines.
+         * Call these 4 dest lines:  destline1 - destline4.
+         * The first src line is used for destline 1.
+         * Two src lines are used for all other dest lines,
+         * except for the last 4 dest lines, which are computed
+         * using only the last src line. */
+
+        /* iterate over all but the last src line */
+    for (i = 0; i < hsm; i++) {
+        lines = datas + i * wpls;
+        lined = datad + 4 * i * wpld;
+        scaleGray4xLILineLow(lined, wpld, lines, ws, wpls, 0);
+    }
+
+        /* last src line */
+    lines = datas + hsm * wpls;
+    lined = datad + 4 * hsm * wpld;
+    scaleGray4xLILineLow(lined, wpld, lines, ws, wpls, 1);
+}
+
+
+/*!
+ * \brief   scaleGray4xLILineLow()
+ *
+ * \param[in]    lined   ptr to top destline, to be made from current src line
+ * \param[in]    wpld
+ * \param[in]    lines   ptr to current src line
+ * \param[in]    ws
+ * \param[in]    wpls
+ * \param[in]    lastlineflag  1 if last src line; 0 otherwise
+ * \return  void
+ */
+static void
+scaleGray4xLILineLow(l_uint32  *lined,
+                     l_int32    wpld,
+                     l_uint32  *lines,
+                     l_int32    ws,
+                     l_int32    wpls,
+                     l_int32    lastlineflag)
+{
+l_int32    j, jd, wsm, wsm4;
+l_int32    s1, s2, s3, s4, s1t, s2t, s3t, s4t;
+l_uint32  *linesp, *linedp1, *linedp2, *linedp3;
+
+    wsm = ws - 1;
+    wsm4 = 4 * wsm;
+
+    if (lastlineflag == 0) {
+        linesp = lines + wpls;
+        linedp1 = lined + wpld;
+        linedp2 = lined + 2 * wpld;
+        linedp3 = lined + 3 * wpld;
+        s2 = GET_DATA_BYTE(lines, 0);
+        s4 = GET_DATA_BYTE(linesp, 0);
+        for (j = 0, jd = 0; j < wsm; j++, jd += 4) {
+            s1 = s2;
+            s3 = s4;
+            s2 = GET_DATA_BYTE(lines, j + 1);
+            s4 = GET_DATA_BYTE(linesp, j + 1);
+            s1t = 3 * s1;
+            s2t = 3 * s2;
+            s3t = 3 * s3;
+            s4t = 3 * s4;
+            SET_DATA_BYTE(lined, jd, s1);                             /* d1 */
+            SET_DATA_BYTE(lined, jd + 1, (s1t + s2) / 4);             /* d2 */
+            SET_DATA_BYTE(lined, jd + 2, (s1 + s2) / 2);              /* d3 */
+            SET_DATA_BYTE(lined, jd + 3, (s1 + s2t) / 4);             /* d4 */
+            SET_DATA_BYTE(linedp1, jd, (s1t + s3) / 4);                /* d5 */
+            SET_DATA_BYTE(linedp1, jd + 1, (9*s1 + s2t + s3t + s4) / 16); /*d6*/
+            SET_DATA_BYTE(linedp1, jd + 2, (s1t + s2t + s3 + s4) / 8); /* d7 */
+            SET_DATA_BYTE(linedp1, jd + 3, (s1t + 9*s2 + s3 + s4t) / 16);/*d8*/
+            SET_DATA_BYTE(linedp2, jd, (s1 + s3) / 2);                /* d9 */
+            SET_DATA_BYTE(linedp2, jd + 1, (s1t + s2 + s3t + s4) / 8);/* d10 */
+            SET_DATA_BYTE(linedp2, jd + 2, (s1 + s2 + s3 + s4) / 4);  /* d11 */
+            SET_DATA_BYTE(linedp2, jd + 3, (s1 + s2t + s3 + s4t) / 8);/* d12 */
+            SET_DATA_BYTE(linedp3, jd, (s1 + s3t) / 4);               /* d13 */
+            SET_DATA_BYTE(linedp3, jd + 1, (s1t + s2 + 9*s3 + s4t) / 16);/*d14*/
+            SET_DATA_BYTE(linedp3, jd + 2, (s1 + s2 + s3t + s4t) / 8); /* d15 */
+            SET_DATA_BYTE(linedp3, jd + 3, (s1 + s2t + s3t + 9*s4) / 16);/*d16*/
+        }
+        s1 = s2;
+        s3 = s4;
+        s1t = 3 * s1;
+        s3t = 3 * s3;
+        SET_DATA_BYTE(lined, wsm4, s1);                               /* d1 */
+        SET_DATA_BYTE(lined, wsm4 + 1, s1);                           /* d2 */
+        SET_DATA_BYTE(lined, wsm4 + 2, s1);                           /* d3 */
+        SET_DATA_BYTE(lined, wsm4 + 3, s1);                           /* d4 */
+        SET_DATA_BYTE(linedp1, wsm4, (s1t + s3) / 4);                 /* d5 */
+        SET_DATA_BYTE(linedp1, wsm4 + 1, (s1t + s3) / 4);             /* d6 */
+        SET_DATA_BYTE(linedp1, wsm4 + 2, (s1t + s3) / 4);             /* d7 */
+        SET_DATA_BYTE(linedp1, wsm4 + 3, (s1t + s3) / 4);             /* d8 */
+        SET_DATA_BYTE(linedp2, wsm4, (s1 + s3) / 2);                  /* d9 */
+        SET_DATA_BYTE(linedp2, wsm4 + 1, (s1 + s3) / 2);              /* d10 */
+        SET_DATA_BYTE(linedp2, wsm4 + 2, (s1 + s3) / 2);              /* d11 */
+        SET_DATA_BYTE(linedp2, wsm4 + 3, (s1 + s3) / 2);              /* d12 */
+        SET_DATA_BYTE(linedp3, wsm4, (s1 + s3t) / 4);                 /* d13 */
+        SET_DATA_BYTE(linedp3, wsm4 + 1, (s1 + s3t) / 4);             /* d14 */
+        SET_DATA_BYTE(linedp3, wsm4 + 2, (s1 + s3t) / 4);             /* d15 */
+        SET_DATA_BYTE(linedp3, wsm4 + 3, (s1 + s3t) / 4);             /* d16 */
+    } else {   /* last row of src pixels: lastlineflag == 1 */
+        linedp1 = lined + wpld;
+        linedp2 = lined + 2 * wpld;
+        linedp3 = lined + 3 * wpld;
+        s2 = GET_DATA_BYTE(lines, 0);
+        for (j = 0, jd = 0; j < wsm; j++, jd += 4) {
+            s1 = s2;
+            s2 = GET_DATA_BYTE(lines, j + 1);
+            s1t = 3 * s1;
+            s2t = 3 * s2;
+            SET_DATA_BYTE(lined, jd, s1);                            /* d1 */
+            SET_DATA_BYTE(lined, jd + 1, (s1t + s2) / 4 );           /* d2 */
+            SET_DATA_BYTE(lined, jd + 2, (s1 + s2) / 2 );            /* d3 */
+            SET_DATA_BYTE(lined, jd + 3, (s1 + s2t) / 4 );           /* d4 */
+            SET_DATA_BYTE(linedp1, jd, s1);                          /* d5 */
+            SET_DATA_BYTE(linedp1, jd + 1, (s1t + s2) / 4 );         /* d6 */
+            SET_DATA_BYTE(linedp1, jd + 2, (s1 + s2) / 2 );          /* d7 */
+            SET_DATA_BYTE(linedp1, jd + 3, (s1 + s2t) / 4 );         /* d8 */
+            SET_DATA_BYTE(linedp2, jd, s1);                          /* d9 */
+            SET_DATA_BYTE(linedp2, jd + 1, (s1t + s2) / 4 );         /* d10 */
+            SET_DATA_BYTE(linedp2, jd + 2, (s1 + s2) / 2 );          /* d11 */
+            SET_DATA_BYTE(linedp2, jd + 3, (s1 + s2t) / 4 );         /* d12 */
+            SET_DATA_BYTE(linedp3, jd, s1);                          /* d13 */
+            SET_DATA_BYTE(linedp3, jd + 1, (s1t + s2) / 4 );         /* d14 */
+            SET_DATA_BYTE(linedp3, jd + 2, (s1 + s2) / 2 );          /* d15 */
+            SET_DATA_BYTE(linedp3, jd + 3, (s1 + s2t) / 4 );         /* d16 */
+        }
+        s1 = s2;
+        SET_DATA_BYTE(lined, wsm4, s1);                              /* d1 */
+        SET_DATA_BYTE(lined, wsm4 + 1, s1);                          /* d2 */
+        SET_DATA_BYTE(lined, wsm4 + 2, s1);                          /* d3 */
+        SET_DATA_BYTE(lined, wsm4 + 3, s1);                          /* d4 */
+        SET_DATA_BYTE(linedp1, wsm4, s1);                            /* d5 */
+        SET_DATA_BYTE(linedp1, wsm4 + 1, s1);                        /* d6 */
+        SET_DATA_BYTE(linedp1, wsm4 + 2, s1);                        /* d7 */
+        SET_DATA_BYTE(linedp1, wsm4 + 3, s1);                        /* d8 */
+        SET_DATA_BYTE(linedp2, wsm4, s1);                            /* d9 */
+        SET_DATA_BYTE(linedp2, wsm4 + 1, s1);                        /* d10 */
+        SET_DATA_BYTE(linedp2, wsm4 + 2, s1);                        /* d11 */
+        SET_DATA_BYTE(linedp2, wsm4 + 3, s1);                        /* d12 */
+        SET_DATA_BYTE(linedp3, wsm4, s1);                            /* d13 */
+        SET_DATA_BYTE(linedp3, wsm4 + 1, s1);                        /* d14 */
+        SET_DATA_BYTE(linedp3, wsm4 + 2, s1);                        /* d15 */
+        SET_DATA_BYTE(linedp3, wsm4 + 3, s1);                        /* d16 */
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *       Grayscale and color scaling by closest pixel sampling      *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleBySamplingLow()
+ *
+ *  Notes:
+ *      (1) The dest must be cleared prior to this operation,
+ *          and we clear it here in the low-level code.
+ *      (2) We reuse dest pixels and dest pixel rows whenever
+ *          possible.  This speeds the upscaling; downscaling
+ *          is done by strict subsampling and is unaffected.
+ *      (3) Because we are sampling and not interpolating, this
+ *          routine works directly, without conversion to full
+ *          RGB color, for 2, 4 or 8 bpp palette color images.
+ */
+static l_int32
+scaleBySamplingLow(l_uint32  *datad,
+                   l_int32    wd,
+                   l_int32    hd,
+                   l_int32    wpld,
+                   l_uint32  *datas,
+                   l_int32    ws,
+                   l_int32    hs,
+                   l_int32    d,
+                   l_int32    wpls)
+{
+l_int32    i, j;
+l_int32    xs, prevxs, sval;
+l_int32   *srow, *scol;
+l_uint32   csval;
+l_uint32  *lines, *prevlines, *lined, *prevlined;
+l_float32  wratio, hratio;
+
+    PROCNAME("scaleBySamplingLow");
+
+    if (d != 2 && d != 4 && d !=8 && d != 16 && d != 32)
+        return ERROR_INT("pixel depth not supported", procName, 1);
+
+        /* Clear dest */
+    memset(datad, 0, 4LL * hd * wpld);
+
+        /* the source row corresponding to dest row i ==> srow[i]
+         * the source col corresponding to dest col j ==> scol[j]  */
+    if ((srow = (l_int32 *)LEPT_CALLOC(hd, sizeof(l_int32))) == NULL)
+        return ERROR_INT("srow not made", procName, 1);
+    if ((scol = (l_int32 *)LEPT_CALLOC(wd, sizeof(l_int32))) == NULL) {
+        LEPT_FREE(srow);
+        return ERROR_INT("scol not made", procName, 1);
+    }
+
+    wratio = (l_float32)ws / (l_float32)wd;
+    hratio = (l_float32)hs / (l_float32)hd;
+    for (i = 0; i < hd; i++)
+        srow[i] = L_MIN((l_int32)(hratio * i + 0.5), hs - 1);
+    for (j = 0; j < wd; j++)
+        scol[j] = L_MIN((l_int32)(wratio * j + 0.5), ws - 1);
+
+    prevlines = NULL;
+    for (i = 0; i < hd; i++) {
+        lines = datas + srow[i] * wpls;
+        lined = datad + i * wpld;
+        if (lines != prevlines) {  /* make dest from new source row */
+            prevxs = -1;
+            sval = 0;
+            csval = 0;
+            if (d == 2) {
+                for (j = 0; j < wd; j++) {
+                    xs = scol[j];
+                    if (xs != prevxs) {  /* get dest pix from source col */
+                        sval = GET_DATA_DIBIT(lines, xs);
+                        SET_DATA_DIBIT(lined, j, sval);
+                        prevxs = xs;
+                    } else {  /* copy prev dest pix */
+                        SET_DATA_DIBIT(lined, j, sval);
+                    }
+                }
+            } else if (d == 4) {
+                for (j = 0; j < wd; j++) {
+                    xs = scol[j];
+                    if (xs != prevxs) {  /* get dest pix from source col */
+                        sval = GET_DATA_QBIT(lines, xs);
+                        SET_DATA_QBIT(lined, j, sval);
+                        prevxs = xs;
+                    } else {  /* copy prev dest pix */
+                        SET_DATA_QBIT(lined, j, sval);
+                    }
+                }
+            } else if (d == 8) {
+                for (j = 0; j < wd; j++) {
+                    xs = scol[j];
+                    if (xs != prevxs) {  /* get dest pix from source col */
+                        sval = GET_DATA_BYTE(lines, xs);
+                        SET_DATA_BYTE(lined, j, sval);
+                        prevxs = xs;
+                    } else {  /* copy prev dest pix */
+                        SET_DATA_BYTE(lined, j, sval);
+                    }
+                }
+            } else if (d == 16) {
+                for (j = 0; j < wd; j++) {
+                    xs = scol[j];
+                    if (xs != prevxs) {  /* get dest pix from source col */
+                        sval = GET_DATA_TWO_BYTES(lines, xs);
+                        SET_DATA_TWO_BYTES(lined, j, sval);
+                        prevxs = xs;
+                    } else {  /* copy prev dest pix */
+                        SET_DATA_TWO_BYTES(lined, j, sval);
+                    }
+                }
+            } else {  /* d == 32 */
+                for (j = 0; j < wd; j++) {
+                    xs = scol[j];
+                    if (xs != prevxs) {  /* get dest pix from source col */
+                        csval = lines[xs];
+                        lined[j] = csval;
+                        prevxs = xs;
+                    } else {  /* copy prev dest pix */
+                        lined[j] = csval;
+                    }
+                }
+            }
+        } else {  /* lines == prevlines; copy prev dest row */
+            prevlined = lined - wpld;
+            memcpy(lined, prevlined, 4 * wpld);
+        }
+        prevlines = lines;
+    }
+
+    LEPT_FREE(srow);
+    LEPT_FREE(scol);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------*
+ *    Color and grayscale downsampling with (antialias) smoothing   *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleSmoothLow()
+ *
+ *  Notes:
+ *      (1) This function is called on 8 or 32 bpp src and dest images.
+ *      (2) size is the full width of the lowpass smoothing filter.
+ *          It is correlated with the reduction ratio, being the
+ *          nearest integer such that size is approximately equal to hs / hd.
+ */
+static l_int32
+scaleSmoothLow(l_uint32  *datad,
+               l_int32    wd,
+               l_int32    hd,
+               l_int32    wpld,
+               l_uint32  *datas,
+               l_int32    ws,
+               l_int32    hs,
+               l_int32    d,
+               l_int32    wpls,
+               l_int32    size)
+{
+l_int32    i, j, m, n, xstart;
+l_int32    val, rval, gval, bval;
+l_int32   *srow, *scol;
+l_uint32  *lines, *lined, *line, *ppixel;
+l_uint32   pixel;
+l_float32  wratio, hratio, norm;
+
+    PROCNAME("scaleSmoothLow");
+
+        /* Clear dest */
+    memset(datad, 0, 4LL * wpld * hd);
+
+        /* Each dest pixel at (j,i) is computed as the average
+           of size^2 corresponding src pixels.
+           We store the UL corner location of the square of
+           src pixels that correspond to dest pixel (j,i).
+           The are labeled by the arrays srow[i] and scol[j]. */
+    if ((srow = (l_int32 *)LEPT_CALLOC(hd, sizeof(l_int32))) == NULL)
+        return ERROR_INT("srow not made", procName, 1);
+    if ((scol = (l_int32 *)LEPT_CALLOC(wd, sizeof(l_int32))) == NULL) {
+        LEPT_FREE(srow);
+        return ERROR_INT("scol not made", procName, 1);
+    }
+
+    norm = 1. / (l_float32)(size * size);
+    wratio = (l_float32)ws / (l_float32)wd;
+    hratio = (l_float32)hs / (l_float32)hd;
+    for (i = 0; i < hd; i++)
+        srow[i] = L_MIN((l_int32)(hratio * i), hs - size);
+    for (j = 0; j < wd; j++)
+        scol[j] = L_MIN((l_int32)(wratio * j), ws - size);
+
+        /* For each dest pixel, compute average */
+    if (d == 8) {
+        for (i = 0; i < hd; i++) {
+            lines = datas + srow[i] * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                xstart = scol[j];
+                val = 0;
+                for (m = 0; m < size; m++) {
+                    line = lines + m * wpls;
+                    for (n = 0; n < size; n++) {
+                        val += GET_DATA_BYTE(line, xstart + n);
+                    }
+                }
+                val = (l_int32)((l_float32)val * norm);
+                SET_DATA_BYTE(lined, j, val);
+            }
+        }
+    } else {  /* d == 32 */
+        for (i = 0; i < hd; i++) {
+            lines = datas + srow[i] * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                xstart = scol[j];
+                rval = gval = bval = 0;
+                for (m = 0; m < size; m++) {
+                    ppixel = lines + m * wpls + xstart;
+                    for (n = 0; n < size; n++) {
+                        pixel = *(ppixel + n);
+                        rval += (pixel >> L_RED_SHIFT) & 0xff;
+                        gval += (pixel >> L_GREEN_SHIFT) & 0xff;
+                        bval += (pixel >> L_BLUE_SHIFT) & 0xff;
+                    }
+                }
+                rval = (l_int32)((l_float32)rval * norm);
+                gval = (l_int32)((l_float32)gval * norm);
+                bval = (l_int32)((l_float32)bval * norm);
+                composeRGBPixel(rval, gval, bval, lined + j);
+            }
+        }
+    }
+
+    LEPT_FREE(srow);
+    LEPT_FREE(scol);
+    return 0;
+}
+
+
+/*!
+ * \brief   scaleRGBToGray2Low()
+ *
+ *  Notes:
+ *      (1) This function is called with 32 bpp RGB src and 8 bpp,
+ *          half-resolution dest.  The weights should add to 1.0.
+ */
+static void
+scaleRGBToGray2Low(l_uint32  *datad,
+                   l_int32    wd,
+                   l_int32    hd,
+                   l_int32    wpld,
+                   l_uint32  *datas,
+                   l_int32    wpls,
+                   l_float32  rwt,
+                   l_float32  gwt,
+                   l_float32  bwt)
+{
+l_int32    i, j, val, rval, gval, bval;
+l_uint32  *lines, *lined;
+l_uint32   pixel;
+
+    rwt *= 0.25;
+    gwt *= 0.25;
+    bwt *= 0.25;
+    for (i = 0; i < hd; i++) {
+        lines = datas + 2 * i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++) {
+                /* Sum each of the color components from 4 src pixels */
+            pixel = *(lines + 2 * j);
+            rval = (pixel >> L_RED_SHIFT) & 0xff;
+            gval = (pixel >> L_GREEN_SHIFT) & 0xff;
+            bval = (pixel >> L_BLUE_SHIFT) & 0xff;
+            pixel = *(lines + 2 * j + 1);
+            rval += (pixel >> L_RED_SHIFT) & 0xff;
+            gval += (pixel >> L_GREEN_SHIFT) & 0xff;
+            bval += (pixel >> L_BLUE_SHIFT) & 0xff;
+            pixel = *(lines + wpls + 2 * j);
+            rval += (pixel >> L_RED_SHIFT) & 0xff;
+            gval += (pixel >> L_GREEN_SHIFT) & 0xff;
+            bval += (pixel >> L_BLUE_SHIFT) & 0xff;
+            pixel = *(lines + wpls + 2 * j + 1);
+            rval += (pixel >> L_RED_SHIFT) & 0xff;
+            gval += (pixel >> L_GREEN_SHIFT) & 0xff;
+            bval += (pixel >> L_BLUE_SHIFT) & 0xff;
+                /* Generate the dest byte as a weighted sum of the averages */
+            val = (l_int32)(rwt * rval + gwt * gval + bwt * bval);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *                  General area mapped gray scaling                *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleColorAreaMapLow()
+ *
+ *  This should only be used for downscaling.
+ *  We choose to divide each pixel into 16 x 16 sub-pixels.
+ *  This is much slower than scaleSmoothLow(), but it gives a
+ *  better representation, esp. for downscaling factors between
+ *  1.5 and 5.  All src pixels are subdivided into 256 sub-pixels,
+ *  and are weighted by the number of sub-pixels covered by
+ *  the dest pixel.  This is about 2x slower than scaleSmoothLow(),
+ *  but the results are significantly better on small text.
+ */
+static void
+scaleColorAreaMapLow(l_uint32  *datad,
+                    l_int32    wd,
+                    l_int32    hd,
+                    l_int32    wpld,
+                    l_uint32  *datas,
+                    l_int32    ws,
+                    l_int32    hs,
+                    l_int32    wpls)
+{
+l_int32    i, j, k, m, wm2, hm2;
+l_int32    area00, area10, area01, area11, areal, arear, areat, areab;
+l_int32    xu, yu;  /* UL corner in src image, to 1/16 of a pixel */
+l_int32    xl, yl;  /* LR corner in src image, to 1/16 of a pixel */
+l_int32    xup, yup, xuf, yuf;  /* UL src pixel: integer and fraction */
+l_int32    xlp, ylp, xlf, ylf;  /* LR src pixel: integer and fraction */
+l_int32    delx, dely, area;
+l_int32    v00r, v00g, v00b;  /* contrib. from UL src pixel */
+l_int32    v01r, v01g, v01b;  /* contrib. from LL src pixel */
+l_int32    v10r, v10g, v10b;  /* contrib from UR src pixel */
+l_int32    v11r, v11g, v11b;  /* contrib from LR src pixel */
+l_int32    vinr, ving, vinb;  /* contrib from all full interior src pixels */
+l_int32    vmidr, vmidg, vmidb;  /* contrib from side parts */
+l_int32    rval, gval, bval;
+l_uint32   pixel00, pixel10, pixel01, pixel11, pixel;
+l_uint32  *lines, *lined;
+l_float32  scx, scy;
+
+        /* (scx, scy) are scaling factors that are applied to the
+         * dest coords to get the corresponding src coords.
+         * We need them because we iterate over dest pixels
+         * and must find the corresponding set of src pixels. */
+    scx = 16. * (l_float32)ws / (l_float32)wd;
+    scy = 16. * (l_float32)hs / (l_float32)hd;
+    wm2 = ws - 2;
+    hm2 = hs - 2;
+
+        /* Iterate over the destination pixels */
+    for (i = 0; i < hd; i++) {
+        yu = (l_int32)(scy * i);
+        yl = (l_int32)(scy * (i + 1.0));
+        yup = yu >> 4;
+        yuf = yu & 0x0f;
+        ylp = yl >> 4;
+        ylf = yl & 0x0f;
+        dely = ylp - yup;
+        lined = datad + i * wpld;
+        lines = datas + yup * wpls;
+        for (j = 0; j < wd; j++) {
+            xu = (l_int32)(scx * j);
+            xl = (l_int32)(scx * (j + 1.0));
+            xup = xu >> 4;
+            xuf = xu & 0x0f;
+            xlp = xl >> 4;
+            xlf = xl & 0x0f;
+            delx = xlp - xup;
+
+                /* If near the edge, just use a src pixel value */
+            if (xlp > wm2 || ylp > hm2) {
+                *(lined + j) = *(lines + xup);
+                continue;
+            }
+
+                /* Area summed over, in subpixels.  This varies
+                 * due to the quantization, so we can't simply take
+                 * the area to be a constant: area = scx * scy. */
+            area = ((16 - xuf) + 16 * (delx - 1) + xlf) *
+                   ((16 - yuf) + 16 * (dely - 1) + ylf);
+
+                /* Do area map summation */
+            pixel00 = *(lines + xup);
+            pixel10 = *(lines + xlp);
+            pixel01 = *(lines + dely * wpls +  xup);
+            pixel11 = *(lines + dely * wpls +  xlp);
+            area00 = (16 - xuf) * (16 - yuf);
+            area10 = xlf * (16 - yuf);
+            area01 = (16 - xuf) * ylf;
+            area11 = xlf * ylf;
+            v00r = area00 * ((pixel00 >> L_RED_SHIFT) & 0xff);
+            v00g = area00 * ((pixel00 >> L_GREEN_SHIFT) & 0xff);
+            v00b = area00 * ((pixel00 >> L_BLUE_SHIFT) & 0xff);
+            v10r = area10 * ((pixel10 >> L_RED_SHIFT) & 0xff);
+            v10g = area10 * ((pixel10 >> L_GREEN_SHIFT) & 0xff);
+            v10b = area10 * ((pixel10 >> L_BLUE_SHIFT) & 0xff);
+            v01r = area01 * ((pixel01 >> L_RED_SHIFT) & 0xff);
+            v01g = area01 * ((pixel01 >> L_GREEN_SHIFT) & 0xff);
+            v01b = area01 * ((pixel01 >> L_BLUE_SHIFT) & 0xff);
+            v11r = area11 * ((pixel11 >> L_RED_SHIFT) & 0xff);
+            v11g = area11 * ((pixel11 >> L_GREEN_SHIFT) & 0xff);
+            v11b = area11 * ((pixel11 >> L_BLUE_SHIFT) & 0xff);
+            vinr = ving = vinb = 0;
+            for (k = 1; k < dely; k++) {  /* for full src pixels */
+                for (m = 1; m < delx; m++) {
+                    pixel = *(lines + k * wpls + xup + m);
+                    vinr += 256 * ((pixel >> L_RED_SHIFT) & 0xff);
+                    ving += 256 * ((pixel >> L_GREEN_SHIFT) & 0xff);
+                    vinb += 256 * ((pixel >> L_BLUE_SHIFT) & 0xff);
+                }
+            }
+            vmidr = vmidg = vmidb = 0;
+            areal = (16 - xuf) * 16;
+            arear = xlf * 16;
+            areat = 16 * (16 - yuf);
+            areab = 16 * ylf;
+            for (k = 1; k < dely; k++) {  /* for left side */
+                pixel = *(lines + k * wpls + xup);
+                vmidr += areal * ((pixel >> L_RED_SHIFT) & 0xff);
+                vmidg += areal * ((pixel >> L_GREEN_SHIFT) & 0xff);
+                vmidb += areal * ((pixel >> L_BLUE_SHIFT) & 0xff);
+            }
+            for (k = 1; k < dely; k++) {  /* for right side */
+                pixel = *(lines + k * wpls + xlp);
+                vmidr += arear * ((pixel >> L_RED_SHIFT) & 0xff);
+                vmidg += arear * ((pixel >> L_GREEN_SHIFT) & 0xff);
+                vmidb += arear * ((pixel >> L_BLUE_SHIFT) & 0xff);
+            }
+            for (m = 1; m < delx; m++) {  /* for top side */
+                pixel = *(lines + xup + m);
+                vmidr += areat * ((pixel >> L_RED_SHIFT) & 0xff);
+                vmidg += areat * ((pixel >> L_GREEN_SHIFT) & 0xff);
+                vmidb += areat * ((pixel >> L_BLUE_SHIFT) & 0xff);
+            }
+            for (m = 1; m < delx; m++) {  /* for bottom side */
+                pixel = *(lines + dely * wpls + xup + m);
+                vmidr += areab * ((pixel >> L_RED_SHIFT) & 0xff);
+                vmidg += areab * ((pixel >> L_GREEN_SHIFT) & 0xff);
+                vmidb += areab * ((pixel >> L_BLUE_SHIFT) & 0xff);
+            }
+
+                /* Sum all the contributions */
+            rval = (v00r + v01r + v10r + v11r + vinr + vmidr + 128) / area;
+            gval = (v00g + v01g + v10g + v11g + ving + vmidg + 128) / area;
+            bval = (v00b + v01b + v10b + v11b + vinb + vmidb + 128) / area;
+#if  DEBUG_OVERFLOW
+            if (rval > 255) fprintf(stderr, "rval ovfl: %d\n", rval);
+            if (gval > 255) fprintf(stderr, "gval ovfl: %d\n", gval);
+            if (bval > 255) fprintf(stderr, "bval ovfl: %d\n", bval);
+#endif  /* DEBUG_OVERFLOW */
+            composeRGBPixel(rval, gval, bval, lined + j);
+        }
+    }
+}
+
+
+/*!
+ * \brief   scaleGrayAreaMapLow()
+ *
+ *  This should only be used for downscaling.
+ *  We choose to divide each pixel into 16 x 16 sub-pixels.
+ *  This is about 2x slower than scaleSmoothLow(), but the results
+ *  are significantly better on small text, esp. for downscaling
+ *  factors between 1.5 and 5.  All src pixels are subdivided
+ *  into 256 sub-pixels, and are weighted by the number of
+ *  sub-pixels covered by the dest pixel.
+ */
+static void
+scaleGrayAreaMapLow(l_uint32  *datad,
+                    l_int32    wd,
+                    l_int32    hd,
+                    l_int32    wpld,
+                    l_uint32  *datas,
+                    l_int32    ws,
+                    l_int32    hs,
+                    l_int32    wpls)
+{
+l_int32    i, j, k, m, wm2, hm2;
+l_int32    xu, yu;  /* UL corner in src image, to 1/16 of a pixel */
+l_int32    xl, yl;  /* LR corner in src image, to 1/16 of a pixel */
+l_int32    xup, yup, xuf, yuf;  /* UL src pixel: integer and fraction */
+l_int32    xlp, ylp, xlf, ylf;  /* LR src pixel: integer and fraction */
+l_int32    delx, dely, area;
+l_int32    v00;  /* contrib. from UL src pixel */
+l_int32    v01;  /* contrib. from LL src pixel */
+l_int32    v10;  /* contrib from UR src pixel */
+l_int32    v11;  /* contrib from LR src pixel */
+l_int32    vin;  /* contrib from all full interior src pixels */
+l_int32    vmid;  /* contrib from side parts that are full in 1 direction */
+l_int32    val;
+l_uint32  *lines, *lined;
+l_float32  scx, scy;
+
+        /* (scx, scy) are scaling factors that are applied to the
+         * dest coords to get the corresponding src coords.
+         * We need them because we iterate over dest pixels
+         * and must find the corresponding set of src pixels. */
+    scx = 16. * (l_float32)ws / (l_float32)wd;
+    scy = 16. * (l_float32)hs / (l_float32)hd;
+    wm2 = ws - 2;
+    hm2 = hs - 2;
+
+        /* Iterate over the destination pixels */
+    for (i = 0; i < hd; i++) {
+        yu = (l_int32)(scy * i);
+        yl = (l_int32)(scy * (i + 1.0));
+        yup = yu >> 4;
+        yuf = yu & 0x0f;
+        ylp = yl >> 4;
+        ylf = yl & 0x0f;
+        dely = ylp - yup;
+        lined = datad + i * wpld;
+        lines = datas + yup * wpls;
+        for (j = 0; j < wd; j++) {
+            xu = (l_int32)(scx * j);
+            xl = (l_int32)(scx * (j + 1.0));
+            xup = xu >> 4;
+            xuf = xu & 0x0f;
+            xlp = xl >> 4;
+            xlf = xl & 0x0f;
+            delx = xlp - xup;
+
+                /* If near the edge, just use a src pixel value */
+            if (xlp > wm2 || ylp > hm2) {
+                SET_DATA_BYTE(lined, j, GET_DATA_BYTE(lines, xup));
+                continue;
+            }
+
+                /* Area summed over, in subpixels.  This varies
+                 * due to the quantization, so we can't simply take
+                 * the area to be a constant: area = scx * scy. */
+            area = ((16 - xuf) + 16 * (delx - 1) + xlf) *
+                   ((16 - yuf) + 16 * (dely - 1) + ylf);
+
+                /* Do area map summation */
+            v00 = (16 - xuf) * (16 - yuf) * GET_DATA_BYTE(lines, xup);
+            v10 = xlf * (16 - yuf) * GET_DATA_BYTE(lines, xlp);
+            v01 = (16 - xuf) * ylf * GET_DATA_BYTE(lines + dely * wpls, xup);
+            v11 = xlf * ylf * GET_DATA_BYTE(lines + dely * wpls, xlp);
+            for (vin = 0, k = 1; k < dely; k++) {  /* for full src pixels */
+                 for (m = 1; m < delx; m++) {
+                     vin += 256 * GET_DATA_BYTE(lines + k * wpls, xup + m);
+                 }
+            }
+            for (vmid = 0, k = 1; k < dely; k++)  /* for left side */
+                vmid += (16 - xuf) * 16 * GET_DATA_BYTE(lines + k * wpls, xup);
+            for (k = 1; k < dely; k++)  /* for right side */
+                vmid += xlf * 16 * GET_DATA_BYTE(lines + k * wpls, xlp);
+            for (m = 1; m < delx; m++)  /* for top side */
+                vmid += 16 * (16 - yuf) * GET_DATA_BYTE(lines, xup + m);
+            for (m = 1; m < delx; m++)  /* for bottom side */
+                vmid += 16 * ylf * GET_DATA_BYTE(lines + dely * wpls, xup + m);
+            val = (v00 + v01 + v10 + v11 + vin + vmid + 128) / area;
+#if  DEBUG_OVERFLOW
+            if (val > 255) fprintf(stderr, "val overflow: %d\n", val);
+#endif  /* DEBUG_OVERFLOW */
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *                     2x area mapped downscaling                   *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleAreaMapLow2()
+ *
+ *  Notes:
+ *        This function is called with either 8 bpp gray or 32 bpp RGB.
+ *        The result is a 2x reduced dest.
+ */
+static void
+scaleAreaMapLow2(l_uint32  *datad,
+                 l_int32    wd,
+                 l_int32    hd,
+                 l_int32    wpld,
+                 l_uint32  *datas,
+                 l_int32    d,
+                 l_int32    wpls)
+{
+l_int32    i, j, val, rval, gval, bval;
+l_uint32  *lines, *lined;
+l_uint32   pixel;
+
+    if (d == 8) {
+        for (i = 0; i < hd; i++) {
+            lines = datas + 2 * i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                    /* Average each dest pixel using 4 src pixels */
+                val = GET_DATA_BYTE(lines, 2 * j);
+                val += GET_DATA_BYTE(lines, 2 * j + 1);
+                val += GET_DATA_BYTE(lines + wpls, 2 * j);
+                val += GET_DATA_BYTE(lines + wpls, 2 * j + 1);
+                val >>= 2;
+                SET_DATA_BYTE(lined, j, val);
+            }
+        }
+    } else {  /* d == 32 */
+        for (i = 0; i < hd; i++) {
+            lines = datas + 2 * i * wpls;
+            lined = datad + i * wpld;
+            for (j = 0; j < wd; j++) {
+                    /* Average each of the color components from 4 src pixels */
+                pixel = *(lines + 2 * j);
+                rval = (pixel >> L_RED_SHIFT) & 0xff;
+                gval = (pixel >> L_GREEN_SHIFT) & 0xff;
+                bval = (pixel >> L_BLUE_SHIFT) & 0xff;
+                pixel = *(lines + 2 * j + 1);
+                rval += (pixel >> L_RED_SHIFT) & 0xff;
+                gval += (pixel >> L_GREEN_SHIFT) & 0xff;
+                bval += (pixel >> L_BLUE_SHIFT) & 0xff;
+                pixel = *(lines + wpls + 2 * j);
+                rval += (pixel >> L_RED_SHIFT) & 0xff;
+                gval += (pixel >> L_GREEN_SHIFT) & 0xff;
+                bval += (pixel >> L_BLUE_SHIFT) & 0xff;
+                pixel = *(lines + wpls + 2 * j + 1);
+                rval += (pixel >> L_RED_SHIFT) & 0xff;
+                gval += (pixel >> L_GREEN_SHIFT) & 0xff;
+                bval += (pixel >> L_BLUE_SHIFT) & 0xff;
+                composeRGBPixel(rval >> 2, gval >> 2, bval >> 2, &pixel);
+                *(lined + j) = pixel;
+            }
+        }
+    }
+}
+
+
+/*------------------------------------------------------------------*
+ *              Binary scaling by closest pixel sampling            *
+ *------------------------------------------------------------------*/
+/*
+ *  scaleBinaryLow()
+ *
+ *  Notes:
+ *      (1) The dest must be cleared prior to this operation,
+ *          and we clear it here in the low-level code.
+ *      (2) We reuse dest pixels and dest pixel rows whenever
+ *          possible for upscaling; downscaling is done by
+ *          strict subsampling.
+ */
+static l_int32
+scaleBinaryLow(l_uint32  *datad,
+               l_int32    wd,
+               l_int32    hd,
+               l_int32    wpld,
+               l_uint32  *datas,
+               l_int32    ws,
+               l_int32    hs,
+               l_int32    wpls)
+{
+l_int32    i, j;
+l_int32    xs, prevxs, sval;
+l_int32   *srow, *scol;
+l_uint32  *lines, *prevlines, *lined, *prevlined;
+l_float32  wratio, hratio;
+
+    PROCNAME("scaleBinaryLow");
+
+        /* Clear dest */
+    memset(datad, 0, 4LL * hd * wpld);
+
+        /* The source row corresponding to dest row i ==> srow[i]
+         * The source col corresponding to dest col j ==> scol[j]  */
+    if ((srow = (l_int32 *)LEPT_CALLOC(hd, sizeof(l_int32))) == NULL)
+        return ERROR_INT("srow not made", procName, 1);
+    if ((scol = (l_int32 *)LEPT_CALLOC(wd, sizeof(l_int32))) == NULL) {
+        LEPT_FREE(srow);
+        return ERROR_INT("scol not made", procName, 1);
+    }
+
+    wratio = (l_float32)ws / (l_float32)wd;
+    hratio = (l_float32)hs / (l_float32)hd;
+    for (i = 0; i < hd; i++)
+        srow[i] = L_MIN((l_int32)(hratio * i + 0.5), hs - 1);
+    for (j = 0; j < wd; j++)
+        scol[j] = L_MIN((l_int32)(wratio * j + 0.5), ws - 1);
+
+    prevlines = NULL;
+    prevxs = -1;
+    sval = 0;
+    for (i = 0; i < hd; i++) {
+        lines = datas + srow[i] * wpls;
+        lined = datad + i * wpld;
+        if (lines != prevlines) {  /* make dest from new source row */
+            for (j = 0; j < wd; j++) {
+                xs = scol[j];
+                if (xs != prevxs) {  /* get dest pix from source col */
+                    if ((sval = GET_DATA_BIT(lines, xs)))
+                        SET_DATA_BIT(lined, j);
+                    prevxs = xs;
+                } else {  /* copy prev dest pix, if set */
+                    if (sval)
+                        SET_DATA_BIT(lined, j);
+                }
+            }
+        } else {  /* lines == prevlines; copy prev dest row */
+            prevlined = lined - wpld;
+            memcpy(lined, prevlined, 4 * wpld);
+        }
+        prevlines = lines;
+    }
+
+    LEPT_FREE(srow);
+    LEPT_FREE(scol);
+    return 0;
+}
+
diff --git a/3rdparty/hgOCR/leptonica/scale2.c b/3rdparty/hgOCR/leptonica/scale2.c
new file mode 100644
index 00000000..f3d6be01
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/scale2.c
@@ -0,0 +1,2320 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file scale2.c
+ * 
+ *         Scale-to-gray (1 bpp --> 8 bpp; arbitrary downscaling)
+ *               PIX      *pixScaleToGray()
+ *               PIX      *pixScaleToGrayFast()
+ *
+ *         Scale-to-gray (1 bpp --> 8 bpp; integer downscaling)
+ *               PIX      *pixScaleToGray2()
+ *               PIX      *pixScaleToGray3()
+ *               PIX      *pixScaleToGray4()
+ *               PIX      *pixScaleToGray6()
+ *               PIX      *pixScaleToGray8()
+ *               PIX      *pixScaleToGray16()
+ *
+ *         Scale-to-gray by mipmap(1 bpp --> 8 bpp, arbitrary reduction)
+ *               PIX      *pixScaleToGrayMipmap()
+ *
+ *         Grayscale scaling using mipmap
+ *               PIX      *pixScaleMipmap()
+ *
+ *         Replicated (integer) expansion (all depths)
+ *               PIX      *pixExpandReplicate()
+ *
+ *         Grayscale downscaling using min and max
+ *               PIX      *pixScaleGrayMinMax()
+ *               PIX      *pixScaleGrayMinMax2()
+ *
+ *         Grayscale downscaling using rank value
+ *               PIX      *pixScaleGrayRankCascade()
+ *               PIX      *pixScaleGrayRank2()
+ *
+ *         Helper function for transferring alpha with scaling
+ *               l_int32   pixScaleAndTransferAlpha()
+ *
+ *         RGB scaling including alpha (blend) component
+ *               PIX      *pixScaleWithAlpha()
+ *
+ *     Low-level static functions:
+ *
+ *         Scale-to-gray 2x
+ *                  static void       scaleToGray2Low()
+ *                  static l_uint32  *makeSumTabSG2()
+ *                  static l_uint8   *makeValTabSG2()
+ *
+ *         Scale-to-gray 3x
+ *                  static void       scaleToGray3Low()
+ *                  static l_uint32  *makeSumTabSG3()
+ *                  static l_uint8   *makeValTabSG3()
+ *
+ *         Scale-to-gray 4x
+ *                  static void       scaleToGray4Low()
+ *                  static l_uint32  *makeSumTabSG4()
+ *                  static l_uint8   *makeValTabSG4()
+ *
+ *         Scale-to-gray 6x
+ *                  static void       scaleToGray6Low()
+ *                  static l_uint8   *makeValTabSG6()
+ *
+ *         Scale-to-gray 8x
+ *                  static void       scaleToGray8Low()
+ *                  static l_uint8   *makeValTabSG8()
+ *
+ *         Scale-to-gray 16x
+ *                  static void       scaleToGray16Low()
+ *
+ *         Grayscale mipmap
+ *                  static l_int32    scaleMipmapLow()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static void scaleToGray2Low(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                            l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                            l_uint32 *sumtab, l_uint8 *valtab);
+static l_uint32 *makeSumTabSG2(void);
+static l_uint8 *makeValTabSG2(void);
+static void scaleToGray3Low(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                            l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                            l_uint32 *sumtab, l_uint8 *valtab);
+static l_uint32 *makeSumTabSG3(void);
+static l_uint8 *makeValTabSG3(void);
+static void scaleToGray4Low(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                            l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                            l_uint32 *sumtab, l_uint8 *valtab);
+static l_uint32 *makeSumTabSG4(void);
+static l_uint8 *makeValTabSG4(void);
+static void scaleToGray6Low(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                            l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                            l_int32 *tab8, l_uint8 *valtab);
+static l_uint8 *makeValTabSG6(void);
+static void scaleToGray8Low(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                            l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                            l_int32 *tab8, l_uint8 *valtab);
+static l_uint8 *makeValTabSG8(void);
+static void scaleToGray16Low(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                             l_int32 wpld, l_uint32 *datas, l_int32 wpls,
+                             l_int32 *tab8);
+static l_int32 scaleMipmapLow(l_uint32 *datad, l_int32 wd, l_int32 hd,
+                              l_int32 wpld, l_uint32 *datas1, l_int32 wpls1,
+                              l_uint32 *datas2, l_int32 wpls2, l_float32 red);
+
+extern l_float32  AlphaMaskBorderVals[2];
+
+
+/*------------------------------------------------------------------*
+ *      Scale-to-gray (1 bpp --> 8 bpp; arbitrary downscaling)      *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleToGray()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    scalefactor   reduction: must be > 0.0 and < 1.0
+ * \return  pixd 8 bpp, scaled down by scalefactor in each direction,
+ *              or NULL on error.
+ *
+ * 
+ * Notes:
+ *
+ *  For faster scaling in the range of scalefactors from 0.0625 to 0.5,
+ *  with very little difference in quality, use pixScaleToGrayFast().
+ *
+ *  Binary images have sharp edges, so they intrinsically have very
+ *  high frequency content.  To avoid aliasing, they must be low-pass
+ *  filtered, which tends to blur the edges.  How can we keep relatively
+ *  crisp edges without aliasing?  The trick is to do binary upscaling
+ *  followed by a power-of-2 scaleToGray.  For large reductions, where
+ *  you don't end up with much detail, some corners can be cut.
+ *
+ *  The intent here is to get high quality reduced grayscale
+ *  images with relatively little computation.  We do binary
+ *  pre-scaling followed by scaleToGrayN() for best results,
+ *  esp. to avoid excess blur when the scale factor is near
+ *  an inverse power of 2.  Where a low-pass filter is required,
+ *  we use simple convolution kernels: either the hat filter for
+ *  linear interpolation or a flat filter for larger downscaling.
+ *  Other choices, such as a perfect bandpass filter with infinite extent
+ *  (the sinc) or various approximations to it (e.g., lanczos), are
+ *  unnecessarily expensive.
+ *
+ *  The choices made are as follows:
+ *      (1) Do binary upscaling before scaleToGrayN() for scalefactors > 1/8
+ *      (2) Do binary downscaling before scaleToGray8() for scalefactors
+ *          between 1/16 and 1/8.
+ *      (3) Use scaleToGray16() before grayscale downscaling for
+ *          scalefactors less than 1/16
+ *  Another reasonable choice would be to start binary downscaling
+ *  for scalefactors below 1/4, rather than below 1/8 as we do here.
+ *
+ *  The general scaling rules, not all of which are used here, go as follows:
+ *      (1) For grayscale upscaling, use pixScaleGrayLI().  However,
+ *          note that edges will be visibly blurred for scalefactors
+ *          near (but above) 1.0.  Replication will avoid edge blur,
+ *          and should be considered for factors very near 1.0.
+ *      (2) For grayscale downscaling with a scale factor larger than
+ *          about 0.7, use pixScaleGrayLI().  For scalefactors near
+ *          (but below) 1.0, you tread between Scylla and Charybdis.
+ *          pixScaleGrayLI() again gives edge blurring, but
+ *          pixScaleBySampling() gives visible aliasing.
+ *      (3) For grayscale downscaling with a scale factor smaller than
+ *          about 0.7, use pixScaleSmooth()
+ *      (4) For binary input images, do as much scale to gray as possible
+ *          using the special integer functions (2, 3, 4, 8 and 16).
+ *      (5) It is better to upscale in binary, followed by scaleToGrayN()
+ *          than to do scaleToGrayN() followed by an upscale using either
+ *          LI or oversampling.
+ *      (6) It may be better to downscale in binary, followed by
+ *          scaleToGrayN() than to first use scaleToGrayN() followed by
+ *          downscaling.  For downscaling between 8x and 16x, this is
+ *          a reasonable option.
+ *      (7) For reductions greater than 16x, it's reasonable to use
+ *          scaleToGray16() followed by further grayscale downscaling.
+ * 

+ */
+PIX *
+pixScaleToGray(PIX       *pixs,
+               l_float32  scalefactor)
+{
+l_int32    w, h, minsrc, mindest;
+l_float32  mag, red;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixScaleToGray");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (scalefactor <= 0.0)
+        return (PIX *)ERROR_PTR("scalefactor <= 0.0", procName, NULL);
+    if (scalefactor >= 1.0)
+        return (PIX *)ERROR_PTR("scalefactor >= 1.0", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    minsrc = L_MIN(w, h);
+    mindest = (l_int32)((l_float32)minsrc * scalefactor);
+    if (mindest < 2)
+        return (PIX *)ERROR_PTR("scalefactor too small", procName, NULL);
+
+    if (scalefactor > 0.5) {   /* see note (5) */
+        mag = 2.0 * scalefactor;  /* will be < 2.0 */
+/*        fprintf(stderr, "2x with mag %7.3f\n", mag);  */
+        if ((pixt = pixScaleBinary(pixs, mag, mag)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        pixd = pixScaleToGray2(pixt);
+    } else if (scalefactor == 0.5) {
+        return pixd = pixScaleToGray2(pixs);
+    } else if (scalefactor > 0.33333) {   /* see note (5) */
+        mag = 3.0 * scalefactor;   /* will be < 1.5 */
+/*        fprintf(stderr, "3x with mag %7.3f\n", mag);  */
+        if ((pixt = pixScaleBinary(pixs, mag, mag)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        pixd = pixScaleToGray3(pixt);
+    } else if (scalefactor > 0.25) {  /* see note (5) */
+        mag = 4.0 * scalefactor;   /* will be < 1.3333 */
+/*        fprintf(stderr, "4x with mag %7.3f\n", mag);  */
+        if ((pixt = pixScaleBinary(pixs, mag, mag)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        pixd = pixScaleToGray4(pixt);
+    } else if (scalefactor == 0.25) {
+        return pixd = pixScaleToGray4(pixs);
+    } else if (scalefactor > 0.16667) {  /* see note (5) */
+        mag = 6.0 * scalefactor;   /* will be < 1.5 */
+/*        fprintf(stderr, "6x with mag %7.3f\n", mag); */
+        if ((pixt = pixScaleBinary(pixs, mag, mag)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        pixd = pixScaleToGray6(pixt);
+    } else if (scalefactor == 0.16667) {
+        return pixd = pixScaleToGray6(pixs);
+    } else if (scalefactor > 0.125) {  /* see note (5) */
+        mag = 8.0 * scalefactor;   /*  will be < 1.3333  */
+/*        fprintf(stderr, "8x with mag %7.3f\n", mag);  */
+        if ((pixt = pixScaleBinary(pixs, mag, mag)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        pixd = pixScaleToGray8(pixt);
+    } else if (scalefactor == 0.125) {
+        return pixd = pixScaleToGray8(pixs);
+    } else if (scalefactor > 0.0625) {  /* see note (6) */
+        red = 8.0 * scalefactor;   /* will be > 0.5 */
+/*        fprintf(stderr, "8x with red %7.3f\n", red);  */
+        if ((pixt = pixScaleBinary(pixs, red, red)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        pixd = pixScaleToGray8(pixt);
+    } else if (scalefactor == 0.0625) {
+        return pixd = pixScaleToGray16(pixs);
+    } else {  /* see note (7) */
+        red = 16.0 * scalefactor;  /* will be <= 1.0 */
+/*        fprintf(stderr, "16x with red %7.3f\n", red);  */
+        if ((pixt = pixScaleToGray16(pixs)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        if (red < 0.7)
+            pixd = pixScaleSmooth(pixt, red, red);  /* see note (3) */
+        else
+            pixd = pixScaleGrayLI(pixt, red, red);  /* see note (2) */
+    }
+
+    pixDestroy(&pixt);
+    if (!pixd)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleToGrayFast()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    scalefactor   reduction: must be > 0.0 and < 1.0
+ * \return  pixd 8 bpp, scaled down by scalefactor in each direction,
+ *              or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) See notes in pixScaleToGray() for the basic approach.
+ *      (2) This function is considerably less expensive than pixScaleToGray()
+ *          for scalefactor in the range (0.0625 ... 0.5), and the
+ *          quality is nearly as good.
+ *      (3) Unlike pixScaleToGray(), which does binary upscaling before
+ *          downscaling for scale factors >= 0.0625, pixScaleToGrayFast()
+ *          first downscales in binary for all scale factors < 0.5, and
+ *          then does a 2x scale-to-gray as the final step.  For
+ *          scale factors < 0.0625, both do a 16x scale-to-gray, followed
+ *          by further grayscale reduction.
+ * 

+ */
+PIX *
+pixScaleToGrayFast(PIX       *pixs,
+                   l_float32  scalefactor)
+{
+l_int32    w, h, minsrc, mindest;
+l_float32  eps, factor;
+PIX       *pixt, *pixd;
+
+    PROCNAME("pixScaleToGrayFast");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (scalefactor <= 0.0)
+        return (PIX *)ERROR_PTR("scalefactor <= 0.0", procName, NULL);
+    if (scalefactor >= 1.0)
+        return (PIX *)ERROR_PTR("scalefactor >= 1.0", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    minsrc = L_MIN(w, h);
+    mindest = (l_int32)((l_float32)minsrc * scalefactor);
+    if (mindest < 2)
+        return (PIX *)ERROR_PTR("scalefactor too small", procName, NULL);
+    eps = 0.0001;
+
+        /* Handle the special cases */
+    if (scalefactor > 0.5 - eps && scalefactor < 0.5 + eps)
+        return pixScaleToGray2(pixs);
+    else if (scalefactor > 0.33333 - eps && scalefactor < 0.33333 + eps)
+        return pixScaleToGray3(pixs);
+    else if (scalefactor > 0.25 - eps && scalefactor < 0.25 + eps)
+        return pixScaleToGray4(pixs);
+    else if (scalefactor > 0.16666 - eps && scalefactor < 0.16666 + eps)
+        return pixScaleToGray6(pixs);
+    else if (scalefactor > 0.125 - eps && scalefactor < 0.125 + eps)
+        return pixScaleToGray8(pixs);
+    else if (scalefactor > 0.0625 - eps && scalefactor < 0.0625 + eps)
+        return pixScaleToGray16(pixs);
+
+    if (scalefactor > 0.0625) {  /* scale binary first */
+        factor = 2.0 * scalefactor;
+        if ((pixt = pixScaleBinary(pixs, factor, factor)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        pixd = pixScaleToGray2(pixt);
+    } else {  /* scalefactor < 0.0625; scale-to-gray first */
+        factor = 16.0 * scalefactor;  /* will be < 1.0 */
+        if ((pixt = pixScaleToGray16(pixs)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        if (factor < 0.7)
+            pixd = pixScaleSmooth(pixt, factor, factor);
+        else
+            pixd = pixScaleGrayLI(pixt, factor, factor);
+    }
+    pixDestroy(&pixt);
+    if (!pixd)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *          Scale-to-gray (1 bpp --> 8 bpp; integer downscaling)         *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleToGray2()
+ *
+ * \param[in]    pixs     1 bpp
+ * \return  pixd 8 bpp, scaled down by 2x in each direction,
+ *              or NULL on error.
+ */
+PIX *
+pixScaleToGray2(PIX  *pixs)
+{
+l_uint8   *valtab;
+l_int32    ws, hs, wd, hd;
+l_int32    wpld, wpls;
+l_uint32  *sumtab;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleToGray2");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = ws / 2;
+    hd = hs / 2;
+    if (wd == 0 || hd == 0)
+        return (PIX *)ERROR_PTR("pixs too small", procName, NULL);
+
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 0.5, 0.5);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+
+    sumtab = makeSumTabSG2();
+    valtab = makeValTabSG2();
+    scaleToGray2Low(datad, wd, hd, wpld, datas, wpls, sumtab, valtab);
+    LEPT_FREE(sumtab);
+    LEPT_FREE(valtab);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleToGray3()
+ *
+ * \param[in]    pixs     1 bpp
+ * \return  pixd 8 bpp, scaled down by 3x in each direction,
+ *              or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) Speed is about 100 x 10^6 src-pixels/sec/GHz.
+ *          Another way to express this is it processes 1 src pixel
+ *          in about 10 cycles.
+ *      (2) The width of pixd is truncated is truncated to a factor of 8.
+ * 

+ */
+PIX *
+pixScaleToGray3(PIX  *pixs)
+{
+l_uint8   *valtab;
+l_int32    ws, hs, wd, hd;
+l_int32    wpld, wpls;
+l_uint32  *sumtab;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleToGray3");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = (ws / 3) & 0xfffffff8;    /* truncate to factor of 8 */
+    hd = hs / 3;
+    if (wd == 0 || hd == 0)
+        return (PIX *)ERROR_PTR("pixs too small", procName, NULL);
+
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 0.33333, 0.33333);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+
+    sumtab = makeSumTabSG3();
+    valtab = makeValTabSG3();
+    scaleToGray3Low(datad, wd, hd, wpld, datas, wpls, sumtab, valtab);
+    LEPT_FREE(sumtab);
+    LEPT_FREE(valtab);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleToGray4()
+ *
+ * \param[in]    pixs     1 bpp
+ * \return  pixd 8 bpp, scaled down by 4x in each direction,
+ *              or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) The width of pixd is truncated is truncated to a factor of 2.
+ * 

+ */
+PIX *
+pixScaleToGray4(PIX  *pixs)
+{
+l_uint8   *valtab;
+l_int32    ws, hs, wd, hd;
+l_int32    wpld, wpls;
+l_uint32  *sumtab;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleToGray4");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = (ws / 4) & 0xfffffffe;    /* truncate to factor of 2 */
+    hd = hs / 4;
+    if (wd == 0 || hd == 0)
+        return (PIX *)ERROR_PTR("pixs too small", procName, NULL);
+
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 0.25, 0.25);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+
+    sumtab = makeSumTabSG4();
+    valtab = makeValTabSG4();
+    scaleToGray4Low(datad, wd, hd, wpld, datas, wpls, sumtab, valtab);
+    LEPT_FREE(sumtab);
+    LEPT_FREE(valtab);
+    return pixd;
+}
+
+
+
+/*!
+ * \brief   pixScaleToGray6()
+ *
+ * \param[in]    pixs     1 bpp
+ * \return  pixd 8 bpp, scaled down by 6x in each direction,
+ *              or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) The width of pixd is truncated is truncated to a factor of 8.
+ * 

+ */
+PIX *
+pixScaleToGray6(PIX  *pixs)
+{
+l_uint8   *valtab;
+l_int32    ws, hs, wd, hd, wpld, wpls;
+l_int32   *tab8;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleToGray6");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = (ws / 6) & 0xfffffff8;    /* truncate to factor of 8 */
+    hd = hs / 6;
+    if (wd == 0 || hd == 0)
+        return (PIX *)ERROR_PTR("pixs too small", procName, NULL);
+
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 0.16667, 0.16667);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+
+    tab8 = makePixelSumTab8();
+    valtab = makeValTabSG6();
+    scaleToGray6Low(datad, wd, hd, wpld, datas, wpls, tab8, valtab);
+    LEPT_FREE(tab8);
+    LEPT_FREE(valtab);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleToGray8()
+ *
+ * \param[in]    pixs     1 bpp
+ * \return  pixd 8 bpp, scaled down by 8x in each direction,
+ *              or NULL on error
+ */
+PIX *
+pixScaleToGray8(PIX  *pixs)
+{
+l_uint8   *valtab;
+l_int32    ws, hs, wd, hd;
+l_int32    wpld, wpls;
+l_int32   *tab8;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleToGray8");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = ws / 8;  /* truncate to nearest dest byte */
+    hd = hs / 8;
+    if (wd == 0 || hd == 0)
+        return (PIX *)ERROR_PTR("pixs too small", procName, NULL);
+
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 0.125, 0.125);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+
+    tab8 = makePixelSumTab8();
+    valtab = makeValTabSG8();
+    scaleToGray8Low(datad, wd, hd, wpld, datas, wpls, tab8, valtab);
+    LEPT_FREE(tab8);
+    LEPT_FREE(valtab);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleToGray16()
+ *
+ * \param[in]    pixs     1 bpp
+ * \return  pixd 8 bpp, scaled down by 16x in each direction,
+ *              or NULL on error.
+ */
+PIX *
+pixScaleToGray16(PIX  *pixs)
+{
+l_int32    ws, hs, wd, hd;
+l_int32    wpld, wpls;
+l_int32   *tab8;
+l_uint32  *datas, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleToGray16");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs must be 1 bpp", procName, NULL);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = ws / 16;
+    hd = hs / 16;
+    if (wd == 0 || hd == 0)
+        return (PIX *)ERROR_PTR("pixs too small", procName, NULL);
+
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, 0.0625, 0.0625);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+
+    tab8 = makePixelSumTab8();
+    scaleToGray16Low(datad, wd, hd, wpld, datas, wpls, tab8);
+    LEPT_FREE(tab8);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *    Scale-to-gray mipmap(1 bpp --> 8 bpp, arbitrary reduction)    *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleToGrayMipmap()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    scalefactor   reduction: must be > 0.0 and < 1.0
+ * \return  pixd 8 bpp, scaled down by scalefactor in each direction,
+ *              or NULL on error.
+ *
+ * 
+ * Notes:
+ *
+ *  This function is here mainly for pedagogical reasons.
+ *  Mip-mapping is widely used in graphics for texture mapping, because
+ *  the texture changes smoothly with scale.  This is accomplished by
+ *  constructing a multiresolution pyramid and, for each pixel,
+ *  doing a linear interpolation between corresponding pixels in
+ *  the two planes of the pyramid that bracket the desired resolution.
+ *  The computation is very efficient, and is implemented in hardware
+ *  in high-end graphics cards.
+ *
+ *  We can use mip-mapping for scale-to-gray by using two scale-to-gray
+ *  reduced images (we don't need the entire pyramid) selected from
+ *  the set {2x, 4x, ... 16x}, and interpolating.  However, we get
+ *  severe aliasing, probably because we are subsampling from the
+ *  higher resolution image.  The method is very fast, but the result
+ *  is very poor.  In fact, the results don't look any better than
+ *  either subsampling off the higher-res grayscale image or oversampling
+ *  on the lower-res image.  Consequently, this method should NOT be used
+ *  for generating reduced images, scale-to-gray or otherwise.
+ * 

+ */
+PIX *
+pixScaleToGrayMipmap(PIX       *pixs,
+                     l_float32  scalefactor)
+{
+l_int32    w, h, minsrc, mindest;
+l_float32  red;
+PIX       *pixs1, *pixs2, *pixt, *pixd;
+
+    PROCNAME("pixScaleToGrayMipmap");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (scalefactor <= 0.0)
+        return (PIX *)ERROR_PTR("scalefactor <= 0.0", procName, NULL);
+    if (scalefactor >= 1.0)
+        return (PIX *)ERROR_PTR("scalefactor >= 1.0", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    minsrc = L_MIN(w, h);
+    mindest = (l_int32)((l_float32)minsrc * scalefactor);
+    if (mindest < 2)
+        return (PIX *)ERROR_PTR("scalefactor too small", procName, NULL);
+
+    if (scalefactor > 0.5) {
+        pixs1 = pixConvert1To8(NULL, pixs, 255, 0);
+        pixs2 = pixScaleToGray2(pixs);
+        red = scalefactor;
+    } else if (scalefactor == 0.5) {
+        return pixScaleToGray2(pixs);
+    } else if (scalefactor > 0.25) {
+        pixs1 = pixScaleToGray2(pixs);
+        pixs2 = pixScaleToGray4(pixs);
+        red = 2. * scalefactor;
+    } else if (scalefactor == 0.25) {
+        return pixScaleToGray4(pixs);
+    } else if (scalefactor > 0.125) {
+        pixs1 = pixScaleToGray4(pixs);
+        pixs2 = pixScaleToGray8(pixs);
+        red = 4. * scalefactor;
+    } else if (scalefactor == 0.125) {
+        return pixScaleToGray8(pixs);
+    } else if (scalefactor > 0.0625) {
+        pixs1 = pixScaleToGray8(pixs);
+        pixs2 = pixScaleToGray16(pixs);
+        red = 8. * scalefactor;
+    } else if (scalefactor == 0.0625) {
+        return pixScaleToGray16(pixs);
+    } else {  /* end of the pyramid; just do it */
+        red = 16.0 * scalefactor;  /* will be <= 1.0 */
+        if ((pixt = pixScaleToGray16(pixs)) == NULL)
+            return (PIX *)ERROR_PTR("pixt not made", procName, NULL);
+        if (red < 0.7)
+            pixd = pixScaleSmooth(pixt, red, red);
+        else
+            pixd = pixScaleGrayLI(pixt, red, red);
+        pixDestroy(&pixt);
+        return pixd;
+    }
+
+    pixd = pixScaleMipmap(pixs1, pixs2, red);
+    pixCopyInputFormat(pixd, pixs);
+
+    pixDestroy(&pixs1);
+    pixDestroy(&pixs2);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                  Grayscale scaling using mipmap                  *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleMipmap()
+ *
+ * \param[in]    pixs1    high res 8 bpp, no cmap
+ * \param[in]    pixs2    low res -- 2x reduced -- 8 bpp, no cmap
+ * \param[in]    scale    reduction with respect to high res image, > 0.5
+ * \return  8 bpp pix, scaled down by reduction in each direction,
+ *              or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) See notes in pixScaleToGrayMipmap().
+ *      (2) This function suffers from aliasing effects that are
+ *          easily seen in document images.
+ * 

+ */
+PIX *
+pixScaleMipmap(PIX       *pixs1,
+               PIX       *pixs2,
+               l_float32  scale)
+{
+l_int32    ws1, hs1, ws2, hs2, wd, hd, wpls1, wpls2, wpld;
+l_uint32  *datas1, *datas2, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixScaleMipmap");
+
+    if (!pixs1 || pixGetDepth(pixs1) != 8 || pixGetColormap(pixs1))
+        return (PIX *)ERROR_PTR("pixs1 underdefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    if (!pixs2 || pixGetDepth(pixs2) != 8 || pixGetColormap(pixs2))
+        return (PIX *)ERROR_PTR("pixs2 underdefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    pixGetDimensions(pixs1, &ws1, &hs1, NULL);
+    pixGetDimensions(pixs2, &ws2, &hs2, NULL);
+    if (scale > 1.0 || scale < 0.5)
+        return (PIX *)ERROR_PTR("scale not in [0.5, 1.0]", procName, NULL);
+    if (ws1 < 2 * ws2)
+        return (PIX *)ERROR_PTR("invalid width ratio", procName, NULL);
+    if (hs1 < 2 * hs2)
+        return (PIX *)ERROR_PTR("invalid height ratio", procName, NULL);
+
+        /* Generate wd and hd from the lower resolution dimensions,
+         * to guarantee staying within both src images */
+    datas1 = pixGetData(pixs1);
+    wpls1 = pixGetWpl(pixs1);
+    datas2 = pixGetData(pixs2);
+    wpls2 = pixGetWpl(pixs2);
+    wd = (l_int32)(2. * scale * pixGetWidth(pixs2));
+    hd = (l_int32)(2. * scale * pixGetHeight(pixs2));
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs1);
+    pixCopyResolution(pixd, pixs1);
+    pixScaleResolution(pixd, scale, scale);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    scaleMipmapLow(datad, wd, hd, wpld, datas1, wpls1, datas2, wpls2, scale);
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------*
+ *                  Replicated (integer) expansion                  *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   pixExpandReplicate()
+ *
+ * \param[in]    pixs     1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    factor   integer scale factor for replicative expansion
+ * \return  pixd scaled up, or NULL on error.
+ */
+PIX *
+pixExpandReplicate(PIX     *pixs,
+                   l_int32  factor)
+{
+l_int32    w, h, d, wd, hd, wpls, wpld, start, i, j, k;
+l_uint8    sval;
+l_uint16   sval16;
+l_uint32   sval32;
+l_uint32  *lines, *datas, *lined, *datad;
+PIX       *pixd;
+
+    PROCNAME("pixExpandReplicate");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 2 && d != 4 && d != 8 && d != 16 && d != 32)
+        return (PIX *)ERROR_PTR("depth not in {1,2,4,8,16,32}", procName, NULL);
+    if (factor <= 0)
+        return (PIX *)ERROR_PTR("factor <= 0; invalid", procName, NULL);
+    if (factor == 1)
+        return pixCopy(NULL, pixs);
+
+    if (d == 1)
+        return pixExpandBinaryReplicate(pixs, factor, factor);
+
+    wd = factor * w;
+    hd = factor * h;
+    if ((pixd = pixCreate(wd, hd, d)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyColormap(pixd, pixs);
+    pixCopyInputFormat(pixd, pixs);
+    pixCopyResolution(pixd, pixs);
+    pixScaleResolution(pixd, (l_float32)factor, (l_float32)factor);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    switch (d) {
+    case 2:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + factor * i * wpld;
+            for (j = 0; j < w; j++) {
+                sval = GET_DATA_DIBIT(lines, j);
+                start = factor * j;
+                for (k = 0; k < factor; k++)
+                    SET_DATA_DIBIT(lined, start + k, sval);
+            }
+            for (k = 1; k < factor; k++)
+                memcpy(lined + k * wpld, lined, 4 * wpld);
+        }
+        break;
+    case 4:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + factor * i * wpld;
+            for (j = 0; j < w; j++) {
+                sval = GET_DATA_QBIT(lines, j);
+                start = factor * j;
+                for (k = 0; k < factor; k++)
+                    SET_DATA_QBIT(lined, start + k, sval);
+            }
+            for (k = 1; k < factor; k++)
+                memcpy(lined + k * wpld, lined, 4 * wpld);
+        }
+        break;
+    case 8:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + factor * i * wpld;
+            for (j = 0; j < w; j++) {
+                sval = GET_DATA_BYTE(lines, j);
+                start = factor * j;
+                for (k = 0; k < factor; k++)
+                    SET_DATA_BYTE(lined, start + k, sval);
+            }
+            for (k = 1; k < factor; k++)
+                memcpy(lined + k * wpld, lined, 4 * wpld);
+        }
+        break;
+    case 16:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + factor * i * wpld;
+            for (j = 0; j < w; j++) {
+                sval16 = GET_DATA_TWO_BYTES(lines, j);
+                start = factor * j;
+                for (k = 0; k < factor; k++)
+                    SET_DATA_TWO_BYTES(lined, start + k, sval16);
+            }
+            for (k = 1; k < factor; k++)
+                memcpy(lined + k * wpld, lined, 4 * wpld);
+        }
+        break;
+    case 32:
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            lined = datad + factor * i * wpld;
+            for (j = 0; j < w; j++) {
+                sval32 = *(lines + j);
+                start = factor * j;
+                for (k = 0; k < factor; k++)
+                    *(lined + start + k) = sval32;
+            }
+            for (k = 1; k < factor; k++)
+                memcpy(lined + k * wpld, lined, 4 * wpld);
+        }
+        break;
+    default:
+        fprintf(stderr, "invalid depth\n");
+    }
+
+    if (d == 32 && pixGetSpp(pixs) == 4)
+        pixScaleAndTransferAlpha(pixd, pixs, (l_float32)factor,
+                                 (l_float32)factor);
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                    Downscaling using min or max                       *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleGrayMinMax()
+ *
+ * \param[in]    pixs     8 bpp, not cmapped
+ * \param[in]    xfact    x downscaling factor; integer
+ * \param[in]    yfact    y downscaling factor; integer
+ * \param[in]    type     L_CHOOSE_MIN, L_CHOOSE_MAX, L_CHOOSE_MAXDIFF
+ * \return  pixd 8 bpp
+ *
+ * 
+ * Notes:
+ *      (1) The downscaled pixels in pixd are the min, max or (max - min)
+ *          of the corresponding set of xfact * yfact pixels in pixs.
+ *      (2) Using L_CHOOSE_MIN is equivalent to a grayscale erosion,
+ *          using a brick Sel of size (xfact * yfact), followed by
+ *          subsampling within each (xfact * yfact) cell.  Using
+ *          L_CHOOSE_MAX is equivalent to the corresponding dilation.
+ *      (3) Using L_CHOOSE_MAXDIFF finds the difference between max
+ *          and min values in each cell.
+ *      (4) For the special case of downscaling by 2x in both directions,
+ *          pixScaleGrayMinMax2() is about 2x more efficient.
+ * 

+ */
+PIX *
+pixScaleGrayMinMax(PIX     *pixs,
+                   l_int32  xfact,
+                   l_int32  yfact,
+                   l_int32  type)
+{
+l_int32    ws, hs, wd, hd, wpls, wpld, i, j, k, m;
+l_int32    minval, maxval, val;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGrayMinMax");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    if (type != L_CHOOSE_MIN && type != L_CHOOSE_MAX &&
+        type != L_CHOOSE_MAXDIFF)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (xfact < 1 || yfact < 1)
+        return (PIX *)ERROR_PTR("xfact and yfact must be >= 1", procName, NULL);
+
+    if (xfact == 2 && yfact == 2)
+        return pixScaleGrayMinMax2(pixs, type);
+
+    wd = ws / xfact;
+    if (wd == 0) {  /* single tile */
+        wd = 1;
+        xfact = ws;
+    }
+    hd = hs / yfact;
+    if (hd == 0) {  /* single tile */
+        hd = 1;
+        yfact = hs;
+    }
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < hd; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++) {
+            if (type == L_CHOOSE_MIN || type == L_CHOOSE_MAXDIFF) {
+                minval = 255;
+                for (k = 0; k < yfact; k++) {
+                    lines = datas + (yfact * i + k) * wpls;
+                    for (m = 0; m < xfact; m++) {
+                        val = GET_DATA_BYTE(lines, xfact * j + m);
+                        if (val < minval)
+                            minval = val;
+                    }
+                }
+            }
+            if (type == L_CHOOSE_MAX || type == L_CHOOSE_MAXDIFF) {
+                maxval = 0;
+                for (k = 0; k < yfact; k++) {
+                    lines = datas + (yfact * i + k) * wpls;
+                    for (m = 0; m < xfact; m++) {
+                        val = GET_DATA_BYTE(lines, xfact * j + m);
+                        if (val > maxval)
+                            maxval = val;
+                    }
+                }
+            }
+            if (type == L_CHOOSE_MIN)
+                SET_DATA_BYTE(lined, j, minval);
+            else if (type == L_CHOOSE_MAX)
+                SET_DATA_BYTE(lined, j, maxval);
+            else  /* type == L_CHOOSE_MAXDIFF */
+                SET_DATA_BYTE(lined, j, maxval - minval);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixScaleGrayMinMax2()
+ *
+ * \param[in]    pixs    8 bpp, not cmapped
+ * \param[in]    type    L_CHOOSE_MIN, L_CHOOSE_MAX, L_CHOOSE_MAXDIFF
+ * \return  pixd 8 bpp downscaled by 2x
+ *
+ * 
+ * Notes:
+ *      (1) Special version for 2x reduction.  The downscaled pixels
+ *          in pixd are the min, max or (max - min) of the corresponding
+ *          set of 4 pixels in pixs.
+ *      (2) The max and min operations are a special case (for levels 1
+ *          and 4) of grayscale analog to the binary rank scaling operation
+ *          pixReduceRankBinary2().  Note, however, that because of
+ *          the photometric definition that higher gray values are
+ *          lighter, the erosion-like L_CHOOSE_MIN will darken
+ *          the resulting image, corresponding to a threshold level 1
+ *          in the binary case.  Likewise, L_CHOOSE_MAX will lighten
+ *          the pixd, corresponding to a threshold level of 4.
+ *      (3) To choose any of the four rank levels in a 2x grayscale
+ *          reduction, use pixScaleGrayRank2().
+ *      (4) This runs at about 70 MPix/sec/GHz of source data for
+ *          erosion and dilation.
+ * 

+ */
+PIX *
+pixScaleGrayMinMax2(PIX     *pixs,
+                    l_int32  type)
+{
+l_int32    ws, hs, wd, hd, wpls, wpld, i, j, k;
+l_int32    minval, maxval;
+l_int32    val[4];
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGrayMinMax2");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    if (ws < 2 || hs < 2)
+        return (PIX *)ERROR_PTR("too small: ws < 2 or hs < 2", procName, NULL);
+    if (type != L_CHOOSE_MIN && type != L_CHOOSE_MAX &&
+        type != L_CHOOSE_MAXDIFF)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+
+    wd = ws / 2;
+    hd = hs / 2;
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < hd; i++) {
+        lines = datas + 2 * i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++) {
+            val[0] = GET_DATA_BYTE(lines, 2 * j);
+            val[1] = GET_DATA_BYTE(lines, 2 * j + 1);
+            val[2] = GET_DATA_BYTE(lines + wpls, 2 * j);
+            val[3] = GET_DATA_BYTE(lines + wpls, 2 * j + 1);
+            if (type == L_CHOOSE_MIN || type == L_CHOOSE_MAXDIFF) {
+                minval = 255;
+                for (k = 0; k < 4; k++) {
+                    if (val[k] < minval)
+                        minval = val[k];
+                }
+            }
+            if (type == L_CHOOSE_MAX || type == L_CHOOSE_MAXDIFF) {
+                maxval = 0;
+                for (k = 0; k < 4; k++) {
+                    if (val[k] > maxval)
+                        maxval = val[k];
+                }
+            }
+            if (type == L_CHOOSE_MIN)
+                SET_DATA_BYTE(lined, j, minval);
+            else if (type == L_CHOOSE_MAX)
+                SET_DATA_BYTE(lined, j, maxval);
+            else  /* type == L_CHOOSE_MAXDIFF */
+                SET_DATA_BYTE(lined, j, maxval - minval);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                  Grayscale downscaling using rank value               *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleGrayRankCascade()
+ *
+ * \param[in]    pixs    8 bpp, not cmapped
+ * \param[in]    level1, level2    ...
+ * \param[in]    level3, level4    rank thresholds, in set {0, 1, 2, 3, 4}
+ * \return  pixd 8 bpp, downscaled by up to 16x
+ *
+ * 
+ * Notes:
+ *      (1) This performs up to four cascaded 2x rank reductions.
+ *      (2) Use level = 0 to truncate the cascade.
+ * 

+ */
+PIX *
+pixScaleGrayRankCascade(PIX     *pixs,
+                        l_int32  level1,
+                        l_int32  level2,
+                        l_int32  level3,
+                        l_int32  level4)
+{
+PIX  *pixt1, *pixt2, *pixt3, *pixt4;
+
+    PROCNAME("pixScaleGrayRankCascade");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    if (level1 > 4 || level2 > 4 || level3 > 4 || level4 > 4)
+        return (PIX *)ERROR_PTR("levels must not exceed 4", procName, NULL);
+
+    if (level1 <= 0) {
+        L_WARNING("no reduction because level1 not > 0\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+
+    pixt1 = pixScaleGrayRank2(pixs, level1);
+    if (level2 <= 0)
+        return pixt1;
+
+    pixt2 = pixScaleGrayRank2(pixt1, level2);
+    pixDestroy(&pixt1);
+    if (level3 <= 0)
+        return pixt2;
+
+    pixt3 = pixScaleGrayRank2(pixt2, level3);
+    pixDestroy(&pixt2);
+    if (level4 <= 0)
+        return pixt3;
+
+    pixt4 = pixScaleGrayRank2(pixt3, level4);
+    pixDestroy(&pixt3);
+    return pixt4;
+}
+
+
+/*!
+ * \brief   pixScaleGrayRank2()
+ *
+ * \param[in]    pixs    8 bpp, no cmap
+ * \param[in]    rank    1 (darkest), 2, 3, 4 (lightest)
+ * \return  pixd 8 bpp, downscaled by 2x
+ *
+ * 
+ * Notes:
+ *      (1) Rank 2x reduction.  If rank == 1(4), the downscaled pixels
+ *          in pixd are the min(max) of the corresponding set of
+ *          4 pixels in pixs.  Values 2 and 3 are intermediate.
+ *      (2) This is the grayscale analog to the binary rank scaling operation
+ *          pixReduceRankBinary2().  Here, because of the photometric
+ *          definition that higher gray values are lighter, rank 1 gives
+ *          the darkest pixel, whereas rank 4 gives the lightest pixel.
+ *          This is opposite to the binary rank operation.
+ *      (3) For rank = 1 and 4, this calls pixScaleGrayMinMax2(),
+ *          which runs at about 70 MPix/sec/GHz of source data.
+ *          For rank 2 and 3, this runs 3x slower, at about 25 MPix/sec/GHz.
+ * 

+ */
+PIX *
+pixScaleGrayRank2(PIX     *pixs,
+                  l_int32  rank)
+{
+l_int32    ws, hs, wd, hd, wpls, wpld, i, j, k, m;
+l_int32    minval, maxval, rankval, minindex, maxindex;
+l_int32    val[4];
+l_int32    midval[4];  /* should only use 2 of these */
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixScaleGrayRank2");
+
+    if (!pixs || pixGetDepth(pixs) != 8 || pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs undefined, not 8 bpp, or cmapped",
+                                procName, NULL);
+    if (rank < 1 || rank > 4)
+        return (PIX *)ERROR_PTR("invalid rank", procName, NULL);
+
+    if (rank == 1)
+        return pixScaleGrayMinMax2(pixs, L_CHOOSE_MIN);
+    if (rank == 4)
+        return pixScaleGrayMinMax2(pixs, L_CHOOSE_MAX);
+
+    pixGetDimensions(pixs, &ws, &hs, NULL);
+    wd = ws / 2;
+    hd = hs / 2;
+    if ((pixd = pixCreate(wd, hd, 8)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixCopyInputFormat(pixd, pixs);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    for (i = 0; i < hd; i++) {
+        lines = datas + 2 * i * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++) {
+            val[0] = GET_DATA_BYTE(lines, 2 * j);
+            val[1] = GET_DATA_BYTE(lines, 2 * j + 1);
+            val[2] = GET_DATA_BYTE(lines + wpls, 2 * j);
+            val[3] = GET_DATA_BYTE(lines + wpls, 2 * j + 1);
+            minval = maxval = val[0];
+            minindex = maxindex = 0;
+            for (k = 1; k < 4; k++) {
+                if (val[k] < minval) {
+                    minval = val[k];
+                    minindex = k;
+                    continue;
+                }
+                if (val[k] > maxval) {
+                    maxval = val[k];
+                    maxindex = k;
+                }
+            }
+            for (k = 0, m = 0; k < 4; k++) {
+                if (k == minindex || k == maxindex)
+                    continue;
+                midval[m++] = val[k];
+            }
+            if (m > 2)  /* minval == maxval; all val[k] are the same */
+                rankval = minval;
+            else if (rank == 2)
+                rankval = L_MIN(midval[0], midval[1]);
+            else  /* rank == 3 */
+                rankval = L_MAX(midval[0], midval[1]);
+            SET_DATA_BYTE(lined, j, rankval);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*------------------------------------------------------------------------*
+ *           Helper function for transferring alpha with scaling          *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleAndTransferAlpha()
+ *
+ * \param[in]    pixd      32 bpp, scaled image
+ * \param[in]    pixs      32 bpp, original unscaled image
+ * \param[in]    scalex    must be > 0.0
+ * \param[in]    scaley    must be > 0.0
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This scales the alpha component of pixs and inserts into pixd.
+ * 

+ */
+l_ok
+pixScaleAndTransferAlpha(PIX       *pixd,
+                         PIX       *pixs,
+                         l_float32  scalex,
+                         l_float32  scaley)
+{
+PIX  *pix1, *pix2;
+
+    PROCNAME("pixScaleAndTransferAlpha");
+
+    if (!pixs || !pixd)
+        return ERROR_INT("pixs and pixd not both defined", procName, 1);
+    if (pixGetDepth(pixs) != 32 || pixGetSpp(pixs) != 4)
+        return ERROR_INT("pixs not 32 bpp and 4 spp", procName, 1);
+    if (pixGetDepth(pixd) != 32)
+        return ERROR_INT("pixd not 32 bpp", procName, 1);
+
+    if (scalex == 1.0 && scaley == 1.0) {
+        pixCopyRGBComponent(pixd, pixs, L_ALPHA_CHANNEL);
+        return 0;
+    }
+
+    pix1 = pixGetRGBComponent(pixs, L_ALPHA_CHANNEL);
+    pix2 = pixScale(pix1, scalex, scaley);
+    pixSetRGBComponent(pixd, pix2, L_ALPHA_CHANNEL);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    return 0;
+}
+
+
+/*------------------------------------------------------------------------*
+ *    RGB scaling including alpha (blend) component and gamma transform   *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   pixScaleWithAlpha()
+ *
+ * \param[in]    pixs      32 bpp rgb or cmapped
+ * \param[in]    scalex    must be > 0.0
+ * \param[in]    scaley    must be > 0.0
+ * \param[in]    pixg      [optional] 8 bpp, can be null
+ * \param[in]    fract     between 0.0 and 1.0, with 0.0 fully transparent
+ *                         and 1.0 fully opaque
+ * \return  pixd 32 bpp rgba, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The alpha channel is transformed separately from pixs,
+ *          and aligns with it, being fully transparent outside the
+ *          boundary of the transformed pixs.  For pixels that are fully
+ *          transparent, a blending function like pixBlendWithGrayMask()
+ *          will give zero weight to corresponding pixels in pixs.
+ *      (2) Scaling is done with area mapping or linear interpolation,
+ *          depending on the scale factors.  Default sharpening is done.
+ *      (3) If pixg is NULL, it is generated as an alpha layer that is
+ *          partially opaque, using %fract.  Otherwise, it is cropped
+ *          to pixs if required, and %fract is ignored.  The alpha
+ *          channel in pixs is never used.
+ *      (4) Colormaps are removed to 32 bpp.
+ *      (5) The default setting for the border values in the alpha channel
+ *          is 0 (transparent) for the outermost ring of pixels and
+ *          (0.5 * fract * 255) for the second ring.  When blended over
+ *          a second image, this
+ *          (a) shrinks the visible image to make a clean overlap edge
+ *              with an image below, and
+ *          (b) softens the edges by weakening the aliasing there.
+ *          Use l_setAlphaMaskBorder() to change these values.
+ *      (6) A subtle use of gamma correction is to remove gamma correction
+ *          before scaling and restore it afterwards.  This is done
+ *          by sandwiching this function between a gamma/inverse-gamma
+ *          photometric transform:
+ *              pixt = pixGammaTRCWithAlpha(NULL, pixs, 1.0 / gamma, 0, 255);
+ *              pixd = pixScaleWithAlpha(pixt, scalex, scaley, NULL, fract);
+ *              pixGammaTRCWithAlpha(pixd, pixd, gamma, 0, 255);
+ *              pixDestroy(&pixt);
+ *          This has the side-effect of producing artifacts in the very
+ *          dark regions.
+ * 

+ */
+PIX *
+pixScaleWithAlpha(PIX       *pixs,
+                  l_float32  scalex,
+                  l_float32  scaley,
+                  PIX       *pixg,
+                  l_float32  fract)
+{
+l_int32  ws, hs, d, spp;
+PIX     *pixd, *pix32, *pixg2, *pixgs;
+
+    PROCNAME("pixScaleWithAlpha");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &ws, &hs, &d);
+    if (d != 32 && !pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs not cmapped or 32 bpp", procName, NULL);
+    if (scalex <= 0.0 || scaley <= 0.0)
+        return (PIX *)ERROR_PTR("scale factor <= 0.0", procName, NULL);
+    if (pixg && pixGetDepth(pixg) != 8) {
+        L_WARNING("pixg not 8 bpp; using 'fract' transparent alpha\n",
+                  procName);
+        pixg = NULL;
+    }
+    if (!pixg && (fract < 0.0 || fract > 1.0)) {
+        L_WARNING("invalid fract; using fully opaque\n", procName);
+        fract = 1.0;
+    }
+    if (!pixg && fract == 0.0)
+        L_WARNING("transparent alpha; image will not be blended\n", procName);
+
+        /* Make sure input to scaling is 32 bpp rgb, and scale it */
+    if (d != 32)
+        pix32 = pixConvertTo32(pixs);
+    else
+        pix32 = pixClone(pixs);
+    spp = pixGetSpp(pix32);
+    pixSetSpp(pix32, 3);  /* ignore the alpha channel for scaling */
+    pixd = pixScale(pix32, scalex, scaley);
+    pixSetSpp(pix32, spp);  /* restore initial value in case it's a clone */
+    pixDestroy(&pix32);
+
+        /* Set up alpha layer with a fading border and scale it */
+    if (!pixg) {
+        pixg2 = pixCreate(ws, hs, 8);
+        if (fract == 1.0)
+            pixSetAll(pixg2);
+        else if (fract > 0.0)
+            pixSetAllArbitrary(pixg2, (l_int32)(255.0 * fract));
+    } else {
+        pixg2 = pixResizeToMatch(pixg, NULL, ws, hs);
+    }
+    if (ws > 10 && hs > 10) {  /* see note 4 */
+        pixSetBorderRingVal(pixg2, 1,
+                            (l_int32)(255.0 * fract * AlphaMaskBorderVals[0]));
+        pixSetBorderRingVal(pixg2, 2,
+                            (l_int32)(255.0 * fract * AlphaMaskBorderVals[1]));
+    }
+    pixgs = pixScaleGeneral(pixg2, scalex, scaley, 0.0, 0);
+
+        /* Combine into a 4 spp result */
+    pixSetRGBComponent(pixd, pixgs, L_ALPHA_CHANNEL);
+    pixCopyInputFormat(pixd, pixs);
+
+    pixDestroy(&pixg2);
+    pixDestroy(&pixgs);
+    return pixd;
+}
+
+
+/* ================================================================ *
+ *                    Low level static functions                    *
+ * ================================================================ */
+
+/*------------------------------------------------------------------*
+ *                         Scale-to-gray 2x                         *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleToGray2Low()
+ *
+ * \param[in]    datad     dest data
+ * \param[in]    wd, hd    dest width, height
+ * \param[in]    wpld      dest words/line
+ * \param[in]    datas     src data
+ * \param[in]    wpls      src words/line
+ * \param[in]    sumtab    made from makeSumTabSG2()
+ * \param[in]    valtab    made from makeValTabSG2()
+ * \return  0 if OK; 1 on error.
+ *
+ *  The output is processed in sets of 4 output bytes on a row,
+ *  corresponding to 4 2x2 bit-blocks in the input image.
+ *  Two lookup tables are used.  The first, sumtab, gets the
+ *  sum of ON pixels in 4 sets of two adjacent bits,
+ *  storing the result in 4 adjacent bytes.  After sums from
+ *  two rows have been added, the second table, valtab,
+ *  converts from the sum of ON pixels in the 2x2 block to
+ *  an 8 bpp grayscale value between 0 for 4 bits ON
+ *  and 255 for 0 bits ON.
+ */
+static void
+scaleToGray2Low(l_uint32  *datad,
+                l_int32    wd,
+                l_int32    hd,
+                l_int32    wpld,
+                l_uint32  *datas,
+                l_int32    wpls,
+                l_uint32  *sumtab,
+                l_uint8   *valtab)
+{
+l_int32    i, j, l, k, m, wd4, extra;
+l_uint32   sbyte1, sbyte2, sum;
+l_uint32  *lines, *lined;
+
+        /* i indexes the dest lines
+         * l indexes the source lines
+         * j indexes the dest bytes
+         * k indexes the source bytes
+         * We take two bytes from the source (in 2 lines of 8 pixels
+         * each) and convert them into four 8 bpp bytes of the dest. */
+    wd4 = wd & 0xfffffffc;
+    extra = wd - wd4;
+    for (i = 0, l = 0; i < hd; i++, l += 2) {
+        lines = datas + l * wpls;
+        lined = datad + i * wpld;
+        for (j = 0, k = 0; j < wd4; j += 4, k++) {
+            sbyte1 = GET_DATA_BYTE(lines, k);
+            sbyte2 = GET_DATA_BYTE(lines + wpls, k);
+            sum = sumtab[sbyte1] + sumtab[sbyte2];
+            SET_DATA_BYTE(lined, j, valtab[sum >> 24]);
+            SET_DATA_BYTE(lined, j + 1, valtab[(sum >> 16) & 0xff]);
+            SET_DATA_BYTE(lined, j + 2, valtab[(sum >> 8) & 0xff]);
+            SET_DATA_BYTE(lined, j + 3, valtab[sum & 0xff]);
+        }
+        if (extra > 0) {
+            sbyte1 = GET_DATA_BYTE(lines, k);
+            sbyte2 = GET_DATA_BYTE(lines + wpls, k);
+            sum = sumtab[sbyte1] + sumtab[sbyte2];
+            for (m = 0; m < extra; m++) {
+                SET_DATA_BYTE(lined, j + m,
+                              valtab[((sum >> (24 - 8 * m)) & 0xff)]);
+            }
+        }
+
+    }
+
+    return;
+}
+
+
+/*!
+ * \brief   makeSumTabSG2()
+ *
+ *  Returns a table of 256 l_uint32s, giving the four output
+ *  8-bit grayscale sums corresponding to 8 input bits of a binary
+ *  image, for a 2x scale-to-gray op.  The sums from two
+ *  adjacent scanlines are then added and transformed to
+ *  output four 8 bpp pixel values, using makeValTabSG2().
+ */
+static l_uint32  *
+makeSumTabSG2(void)
+{
+l_int32    i;
+l_int32    sum[] = {0, 1, 1, 2};
+l_uint32  *tab;
+
+    PROCNAME("makeSumTabSG2");
+
+    if ((tab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32))) == NULL)
+        return (l_uint32 *)ERROR_PTR("tab not made", procName, NULL);
+
+        /* Pack the four sums separately in four bytes */
+    for (i = 0; i < 256; i++) {
+        tab[i] = (sum[i & 0x3] | sum[(i >> 2) & 0x3] << 8 |
+                  sum[(i >> 4) & 0x3] << 16 | sum[(i >> 6) & 0x3] << 24);
+    }
+    return tab;
+}
+
+
+/*!
+ * \brief   makeValTabSG2()
+ *
+ *  Returns an 8 bit value for the sum of ON pixels
+ *  in a 2x2 square, according to
+ *
+ *         val = 255 - (255 * sum)/4
+ *
+ *  where sum is in set {0,1,2,3,4}
+ */
+static l_uint8 *
+makeValTabSG2(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    PROCNAME("makeValTabSG2");
+
+    if ((tab = (l_uint8 *)LEPT_CALLOC(5, sizeof(l_uint8))) == NULL)
+        return (l_uint8 *)ERROR_PTR("tab not made", procName, NULL);
+    for (i = 0; i < 5; i++)
+        tab[i] = 255 - (i * 255) / 4;
+    return tab;
+}
+
+
+/*------------------------------------------------------------------*
+ *                         Scale-to-gray 3x                         *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleToGray3Low()
+ *
+ * \param[in]    datad     dest data
+ * \param[in]    wd, hd    dest width, height
+ * \param[in]    wpld      dest words/line
+ * \param[in]    datas     src data
+ * \param[in]    wpls      src words/line
+ * \param[in]    sumtab    made from makeSumTabSG3()
+ * \param[in]    valtab    made from makeValTabSG3()
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *  Each set of 8 3x3 bit-blocks in the source image, which
+ *  consist of 72 pixels arranged 24 pixels wide by 3 scanlines,
+ *  is converted to a row of 8 8-bit pixels in the dest image.
+ *  These 72 pixels of the input image are runs of 24 pixels
+ *  in three adjacent scanlines.  Each run of 24 pixels is
+ *  stored in the 24 LSbits of a 32-bit word.  We use 2 LUTs.
+ *  The first, sumtab, takes 6 of these bits and stores
+ *  sum, taken 3 bits at a time, in two bytes.  (See
+ *  makeSumTabSG3).  This is done for each of the 3 scanlines,
+ *  and the results are added.  We now have the sum of ON pixels
+ *  in the first two 3x3 blocks in two bytes.  The valtab LUT
+ *  then converts these values (which go from 0 to 9) to
+ *  grayscale values between between 255 and 0.  (See makeValTabSG3).
+ *  This process is repeated for each of the other 3 sets of
+ *  6x3 input pixels, giving 8 output pixels in total.
+ *
+ *  Note: because the input image is processed in groups of
+ *        24 x 3 pixels, the process clips the input height to
+ *        (h - h % 3) and the input width to (w - w % 24).
+ * 

+ */
+static void
+scaleToGray3Low(l_uint32  *datad,
+                l_int32    wd,
+                l_int32    hd,
+                l_int32    wpld,
+                l_uint32  *datas,
+                l_int32    wpls,
+                l_uint32  *sumtab,
+                l_uint8   *valtab)
+{
+l_int32    i, j, l, k;
+l_uint32   threebytes1, threebytes2, threebytes3, sum;
+l_uint32  *lines, *lined;
+
+        /* i indexes the dest lines
+         * l indexes the source lines
+         * j indexes the dest bytes
+         * k indexes the source bytes
+         * We take 9 bytes from the source (72 binary pixels
+         * in three lines of 24 pixels each) and convert it
+         * into 8 bytes of the dest (8 8bpp pixels in one line)   */
+    for (i = 0, l = 0; i < hd; i++, l += 3) {
+        lines = datas + l * wpls;
+        lined = datad + i * wpld;
+        for (j = 0, k = 0; j < wd; j += 8, k += 3) {
+            threebytes1 = (GET_DATA_BYTE(lines, k) << 16) |
+                          (GET_DATA_BYTE(lines, k + 1) << 8) |
+                          GET_DATA_BYTE(lines, k + 2);
+            threebytes2 = (GET_DATA_BYTE(lines + wpls, k) << 16) |
+                          (GET_DATA_BYTE(lines + wpls, k + 1) << 8) |
+                          GET_DATA_BYTE(lines + wpls, k + 2);
+            threebytes3 = (GET_DATA_BYTE(lines + 2 * wpls, k) << 16) |
+                          (GET_DATA_BYTE(lines + 2 * wpls, k + 1) << 8) |
+                          GET_DATA_BYTE(lines + 2 * wpls, k + 2);
+
+            sum = sumtab[(threebytes1 >> 18)] +
+                  sumtab[(threebytes2 >> 18)] +
+                  sumtab[(threebytes3 >> 18)];
+            SET_DATA_BYTE(lined, j, valtab[GET_DATA_BYTE(&sum, 2)]);
+            SET_DATA_BYTE(lined, j + 1, valtab[GET_DATA_BYTE(&sum, 3)]);
+
+            sum = sumtab[((threebytes1 >> 12) & 0x3f)] +
+                  sumtab[((threebytes2 >> 12) & 0x3f)] +
+                  sumtab[((threebytes3 >> 12) & 0x3f)];
+            SET_DATA_BYTE(lined, j + 2, valtab[GET_DATA_BYTE(&sum, 2)]);
+            SET_DATA_BYTE(lined, j + 3, valtab[GET_DATA_BYTE(&sum, 3)]);
+
+            sum = sumtab[((threebytes1 >> 6) & 0x3f)] +
+                  sumtab[((threebytes2 >> 6) & 0x3f)] +
+                  sumtab[((threebytes3 >> 6) & 0x3f)];
+            SET_DATA_BYTE(lined, j + 4, valtab[GET_DATA_BYTE(&sum, 2)]);
+            SET_DATA_BYTE(lined, j + 5, valtab[GET_DATA_BYTE(&sum, 3)]);
+
+            sum = sumtab[(threebytes1 & 0x3f)] +
+                  sumtab[(threebytes2 & 0x3f)] +
+                  sumtab[(threebytes3 & 0x3f)];
+            SET_DATA_BYTE(lined, j + 6, valtab[GET_DATA_BYTE(&sum, 2)]);
+            SET_DATA_BYTE(lined, j + 7, valtab[GET_DATA_BYTE(&sum, 3)]);
+        }
+    }
+
+    return;
+}
+
+
+
+/*!
+ * \brief   makeSumTabSG3()
+ *
+ *  Returns a table of 64 l_uint32s, giving the two output
+ *  8-bit grayscale sums corresponding to 6 input bits of a binary
+ *  image, for a 3x scale-to-gray op.  In practice, this would
+ *  be used three times (on adjacent scanlines), and the sums would
+ *  be added and then transformed to output 8 bpp pixel values,
+ *  using makeValTabSG3().
+ */
+static l_uint32  *
+makeSumTabSG3(void)
+{
+l_int32    i;
+l_int32    sum[] = {0, 1, 1, 2, 1, 2, 2, 3};
+l_uint32  *tab;
+
+    PROCNAME("makeSumTabSG3");
+
+    if ((tab = (l_uint32 *)LEPT_CALLOC(64, sizeof(l_uint32))) == NULL)
+        return (l_uint32 *)ERROR_PTR("tab not made", procName, NULL);
+
+        /* Pack the two sums separately in two bytes */
+    for (i = 0; i < 64; i++) {
+        tab[i] = (sum[i & 0x07]) | (sum[(i >> 3) & 0x07] << 8);
+    }
+    return tab;
+}
+
+
+/*!
+ * \brief   makeValTabSG3()
+ *
+ *  Returns an 8 bit value for the sum of ON pixels
+ *  in a 3x3 square, according to
+ *      val = 255 - (255 * sum)/9
+ *  where sum is in set {0, ... ,9}
+ */
+static l_uint8 *
+makeValTabSG3(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    PROCNAME("makeValTabSG3");
+
+    if ((tab = (l_uint8 *)LEPT_CALLOC(10, sizeof(l_uint8))) == NULL)
+        return (l_uint8 *)ERROR_PTR("tab not made", procName, NULL);
+    for (i = 0; i < 10; i++)
+        tab[i] = 0xff - (i * 255) / 9;
+    return tab;
+}
+
+
+/*------------------------------------------------------------------*
+ *                         Scale-to-gray 4x                         *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleToGray4Low()
+ *
+ * \param[in]    datad     dest data
+ * \param[in]    wd, hd    dest width, height
+ * \param[in]    wpld      dest words/line
+ * \param[in]    datas     src data
+ * \param[in]    wpls      src words/line
+ * \param[in]    sumtab    made from makeSumTabSG4()
+ * \param[in]    valtab    made from makeValTabSG4()
+ * \return  0 if OK; 1 on error.
+ *
+ *  The output is processed in sets of 2 output bytes on a row,
+ *  corresponding to 2 4x4 bit-blocks in the input image.
+ *  Two lookup tables are used.  The first, sumtab, gets the
+ *  sum of ON pixels in two sets of four adjacent bits,
+ *  storing the result in 2 adjacent bytes.  After sums from
+ *  four rows have been added, the second table, valtab,
+ *  converts from the sum of ON pixels in the 4x4 block to
+ *  an 8 bpp grayscale value between 0 for 16 bits ON
+ *  and 255 for 0 bits ON.
+ */
+static void
+scaleToGray4Low(l_uint32  *datad,
+                l_int32    wd,
+                l_int32    hd,
+                l_int32    wpld,
+                l_uint32  *datas,
+                l_int32    wpls,
+                l_uint32  *sumtab,
+                l_uint8   *valtab)
+{
+l_int32    i, j, l, k;
+l_uint32   sbyte1, sbyte2, sbyte3, sbyte4, sum;
+l_uint32  *lines, *lined;
+
+        /* i indexes the dest lines
+         * l indexes the source lines
+         * j indexes the dest bytes
+         * k indexes the source bytes
+         * We take four bytes from the source (in 4 lines of 8 pixels
+         * each) and convert it into two 8 bpp bytes of the dest. */
+    for (i = 0, l = 0; i < hd; i++, l += 4) {
+        lines = datas + l * wpls;
+        lined = datad + i * wpld;
+        for (j = 0, k = 0; j < wd; j += 2, k++) {
+            sbyte1 = GET_DATA_BYTE(lines, k);
+            sbyte2 = GET_DATA_BYTE(lines + wpls, k);
+            sbyte3 = GET_DATA_BYTE(lines + 2 * wpls, k);
+            sbyte4 = GET_DATA_BYTE(lines + 3 * wpls, k);
+            sum = sumtab[sbyte1] + sumtab[sbyte2] +
+                  sumtab[sbyte3] + sumtab[sbyte4];
+            SET_DATA_BYTE(lined, j, valtab[GET_DATA_BYTE(&sum, 2)]);
+            SET_DATA_BYTE(lined, j + 1, valtab[GET_DATA_BYTE(&sum, 3)]);
+        }
+    }
+
+    return;
+}
+
+
+/*!
+ * \brief   makeSumTabSG4()
+ *
+ *  Returns a table of 256 l_uint32s, giving the two output
+ *  8-bit grayscale sums corresponding to 8 input bits of a binary
+ *  image, for a 4x scale-to-gray op.  The sums from four
+ *  adjacent scanlines are then added and transformed to
+ *  output 8 bpp pixel values, using makeValTabSG4().
+ */
+static l_uint32  *
+makeSumTabSG4(void)
+{
+l_int32    i;
+l_int32    sum[] = {0, 1, 1, 2, 1, 2, 2, 3, 1, 2, 2, 3, 2, 3, 3, 4};
+l_uint32  *tab;
+
+    PROCNAME("makeSumTabSG4");
+
+    if ((tab = (l_uint32 *)LEPT_CALLOC(256, sizeof(l_uint32))) == NULL)
+        return (l_uint32 *)ERROR_PTR("tab not made", procName, NULL);
+
+        /* Pack the two sums separately in two bytes */
+    for (i = 0; i < 256; i++) {
+        tab[i] = (sum[i & 0xf]) | (sum[(i >> 4) & 0xf] << 8);
+    }
+    return tab;
+}
+
+
+/*!
+ * \brief   makeValTabSG4()
+ *
+ *  Returns an 8 bit value for the sum of ON pixels
+ *  in a 4x4 square, according to
+ *
+ *         val = 255 - (255 * sum)/16
+ *
+ *  where sum is in set {0, ... ,16}
+ */
+static l_uint8 *
+makeValTabSG4(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    PROCNAME("makeValTabSG4");
+
+    if ((tab = (l_uint8 *)LEPT_CALLOC(17, sizeof(l_uint8))) == NULL)
+        return (l_uint8 *)ERROR_PTR("tab not made", procName, NULL);
+    for (i = 0; i < 17; i++)
+        tab[i] = 0xff - (i * 255) / 16;
+    return tab;
+}
+
+
+/*------------------------------------------------------------------*
+ *                         Scale-to-gray 6x                         *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleToGray6Low()
+ *
+ * \param[in]    datad     dest data
+ * \param[in]    wd, hd    dest width, height
+ * \param[in]    wpld      dest words/line
+ * \param[in]    datas     src data
+ * \param[in]    wpls      src words/line
+ * \param[in]    tab8      made from makePixelSumTab8()
+ * \param[in]    valtab    made from makeValTabSG6()
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *  Each set of 4 6x6 bit-blocks in the source image, which
+ *  consist of 144 pixels arranged 24 pixels wide by 6 scanlines,
+ *  is converted to a row of 4 8-bit pixels in the dest image.
+ *  These 144 pixels of the input image are runs of 24 pixels
+ *  in six adjacent scanlines.  Each run of 24 pixels is
+ *  stored in the 24 LSbits of a 32-bit word.  We use 2 LUTs.
+ *  The first, tab8, takes 6 of these bits and stores
+ *  sum in one byte.  This is done for each of the 6 scanlines,
+ *  and the results are added.
+ *  We now have the sum of ON pixels in the first 6x6 block.  The
+ *  valtab LUT then converts these values (which go from 0 to 36) to
+ *  grayscale values between between 255 and 0.  (See makeValTabSG6).
+ *  This process is repeated for each of the other 3 sets of
+ *  6x6 input pixels, giving 4 output pixels in total.
+ *
+ *  Note: because the input image is processed in groups of
+ *        24 x 6 pixels, the process clips the input height to
+ *        (h - h % 6) and the input width to (w - w % 24).
+ *
+ * 

+ */
+static void
+scaleToGray6Low(l_uint32  *datad,
+                l_int32    wd,
+                l_int32    hd,
+                l_int32    wpld,
+                l_uint32  *datas,
+                l_int32    wpls,
+                l_int32   *tab8,
+                l_uint8   *valtab)
+{
+l_int32    i, j, l, k;
+l_uint32   threebytes1, threebytes2, threebytes3;
+l_uint32   threebytes4, threebytes5, threebytes6, sum;
+l_uint32  *lines, *lined;
+
+        /* i indexes the dest lines
+         * l indexes the source lines
+         * j indexes the dest bytes
+         * k indexes the source bytes
+         * We take 18 bytes from the source (144 binary pixels
+         * in six lines of 24 pixels each) and convert it
+         * into 4 bytes of the dest (four 8 bpp pixels in one line)   */
+    for (i = 0, l = 0; i < hd; i++, l += 6) {
+        lines = datas + l * wpls;
+        lined = datad + i * wpld;
+        for (j = 0, k = 0; j < wd; j += 4, k += 3) {
+                /* First grab the 18 bytes, 3 at a time, and put each set
+                 * of 3 bytes into the LS bytes of a 32-bit word. */
+            threebytes1 = (GET_DATA_BYTE(lines, k) << 16) |
+                          (GET_DATA_BYTE(lines, k + 1) << 8) |
+                          GET_DATA_BYTE(lines, k + 2);
+            threebytes2 = (GET_DATA_BYTE(lines + wpls, k) << 16) |
+                          (GET_DATA_BYTE(lines + wpls, k + 1) << 8) |
+                          GET_DATA_BYTE(lines + wpls, k + 2);
+            threebytes3 = (GET_DATA_BYTE(lines + 2 * wpls, k) << 16) |
+                          (GET_DATA_BYTE(lines + 2 * wpls, k + 1) << 8) |
+                          GET_DATA_BYTE(lines + 2 * wpls, k + 2);
+            threebytes4 = (GET_DATA_BYTE(lines + 3 * wpls, k) << 16) |
+                          (GET_DATA_BYTE(lines + 3 * wpls, k + 1) << 8) |
+                          GET_DATA_BYTE(lines + 3 * wpls, k + 2);
+            threebytes5 = (GET_DATA_BYTE(lines + 4 * wpls, k) << 16) |
+                          (GET_DATA_BYTE(lines + 4 * wpls, k + 1) << 8) |
+                          GET_DATA_BYTE(lines + 4 * wpls, k + 2);
+            threebytes6 = (GET_DATA_BYTE(lines + 5 * wpls, k) << 16) |
+                          (GET_DATA_BYTE(lines + 5 * wpls, k + 1) << 8) |
+                          GET_DATA_BYTE(lines + 5 * wpls, k + 2);
+
+                /* Sum first set of 36 bits and convert to 0-255 */
+            sum = tab8[(threebytes1 >> 18)] +
+                  tab8[(threebytes2 >> 18)] +
+                  tab8[(threebytes3 >> 18)] +
+                  tab8[(threebytes4 >> 18)] +
+                  tab8[(threebytes5 >> 18)] +
+                   tab8[(threebytes6 >> 18)];
+            SET_DATA_BYTE(lined, j, valtab[GET_DATA_BYTE(&sum, 3)]);
+
+                /* Ditto for second set */
+            sum = tab8[((threebytes1 >> 12) & 0x3f)] +
+                  tab8[((threebytes2 >> 12) & 0x3f)] +
+                  tab8[((threebytes3 >> 12) & 0x3f)] +
+                  tab8[((threebytes4 >> 12) & 0x3f)] +
+                  tab8[((threebytes5 >> 12) & 0x3f)] +
+                  tab8[((threebytes6 >> 12) & 0x3f)];
+            SET_DATA_BYTE(lined, j + 1, valtab[GET_DATA_BYTE(&sum, 3)]);
+
+            sum = tab8[((threebytes1 >> 6) & 0x3f)] +
+                  tab8[((threebytes2 >> 6) & 0x3f)] +
+                  tab8[((threebytes3 >> 6) & 0x3f)] +
+                  tab8[((threebytes4 >> 6) & 0x3f)] +
+                  tab8[((threebytes5 >> 6) & 0x3f)] +
+                  tab8[((threebytes6 >> 6) & 0x3f)];
+            SET_DATA_BYTE(lined, j + 2, valtab[GET_DATA_BYTE(&sum, 3)]);
+
+            sum = tab8[(threebytes1 & 0x3f)] +
+                  tab8[(threebytes2 & 0x3f)] +
+                  tab8[(threebytes3 & 0x3f)] +
+                  tab8[(threebytes4 & 0x3f)] +
+                  tab8[(threebytes5 & 0x3f)] +
+                  tab8[(threebytes6 & 0x3f)];
+            SET_DATA_BYTE(lined, j + 3, valtab[GET_DATA_BYTE(&sum, 3)]);
+        }
+    }
+    return;
+}
+
+
+/*!
+ * \brief   makeValTabSG6()
+ *
+ *  Returns an 8 bit value for the sum of ON pixels
+ *  in a 6x6 square, according to
+ *      val = 255 - (255 * sum)/36
+ *  where sum is in set {0, ... ,36}
+ */
+static l_uint8 *
+makeValTabSG6(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    PROCNAME("makeValTabSG6");
+
+    if ((tab = (l_uint8 *)LEPT_CALLOC(37, sizeof(l_uint8))) == NULL)
+        return (l_uint8 *)ERROR_PTR("tab not made", procName, NULL);
+    for (i = 0; i < 37; i++)
+        tab[i] = 0xff - (i * 255) / 36;
+    return tab;
+}
+
+
+/*------------------------------------------------------------------*
+ *                         Scale-to-gray 8x                         *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleToGray8Low()
+ *
+ * \param[in]    datad     dest data
+ * \param[in]    wd, hd    dest width, height
+ * \param[in]    wpld      dest words/line
+ * \param[in]    datas     src data
+ * \param[in]    wpls      src words/line
+ * \param[in]    tab8      made from makePixelSumTab8()
+ * \param[in]    valtab    made from makeValTabSG8()
+ * \return  0 if OK; 1 on error.
+ *
+ *  The output is processed one dest byte at a time,
+ *  corresponding to 8 rows of src bytes in the input image.
+ *  Two lookup tables are used.  The first, tab8, gets the
+ *  sum of ON pixels in a byte.  After sums from 8 rows have
+ *  been added, the second table, valtab, converts from this
+ *  value which is between 0 and 64 to an 8 bpp grayscale
+ *  value between 0 for all 64 bits ON) and 255 (for 0 bits ON.
+ */
+static void
+scaleToGray8Low(l_uint32  *datad,
+                l_int32    wd,
+                l_int32    hd,
+                l_int32    wpld,
+                l_uint32  *datas,
+                l_int32    wpls,
+                l_int32   *tab8,
+                l_uint8   *valtab)
+{
+l_int32    i, j, k;
+l_int32    sbyte0, sbyte1, sbyte2, sbyte3, sbyte4, sbyte5, sbyte6, sbyte7, sum;
+l_uint32  *lines, *lined;
+
+        /* i indexes the dest lines
+         * k indexes the source lines
+         * j indexes the src and dest bytes
+         * We take 8 bytes from the source (in 8 lines of 8 pixels
+         * each) and convert it into one 8 bpp byte of the dest. */
+    for (i = 0, k = 0; i < hd; i++, k += 8) {
+        lines = datas + k * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++) {
+            sbyte0 = GET_DATA_BYTE(lines, j);
+            sbyte1 = GET_DATA_BYTE(lines + wpls, j);
+            sbyte2 = GET_DATA_BYTE(lines + 2 * wpls, j);
+            sbyte3 = GET_DATA_BYTE(lines + 3 * wpls, j);
+            sbyte4 = GET_DATA_BYTE(lines + 4 * wpls, j);
+            sbyte5 = GET_DATA_BYTE(lines + 5 * wpls, j);
+            sbyte6 = GET_DATA_BYTE(lines + 6 * wpls, j);
+            sbyte7 = GET_DATA_BYTE(lines + 7 * wpls, j);
+            sum = tab8[sbyte0] + tab8[sbyte1] +
+                  tab8[sbyte2] + tab8[sbyte3] +
+                  tab8[sbyte4] + tab8[sbyte5] +
+                  tab8[sbyte6] + tab8[sbyte7];
+            SET_DATA_BYTE(lined, j, valtab[sum]);
+        }
+    }
+
+    return;
+}
+
+
+/*!
+ * \brief   makeValTabSG8()
+ *
+ *  Returns an 8 bit value for the sum of ON pixels
+ *  in an 8x8 square, according to
+ *      val = 255 - (255 * sum)/64
+ *  where sum is in set {0, ... ,64}
+ */
+static l_uint8 *
+makeValTabSG8(void)
+{
+l_int32   i;
+l_uint8  *tab;
+
+    PROCNAME("makeValTabSG8");
+
+    if ((tab = (l_uint8 *)LEPT_CALLOC(65, sizeof(l_uint8))) == NULL)
+        return (l_uint8 *)ERROR_PTR("tab not made", procName, NULL);
+    for (i = 0; i < 65; i++)
+        tab[i] = 0xff - (i * 255) / 64;
+    return tab;
+}
+
+
+/*------------------------------------------------------------------*
+ *                         Scale-to-gray 16x                        *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleToGray16Low()
+ *
+ * \param[in]    datad     dest data
+ * \param[in]    wd, hd    dest width, height
+ * \param[in]    wpld      dest words/line
+ * \param[in]    datas     src data
+ * \param[in]    wpls      src words/line
+ * \param[in]    tab8      made from makePixelSumTab8()
+ * \return  0 if OK; 1 on error.
+ *
+ *  The output is processed one dest byte at a time, corresponding
+ *  to 16 rows consisting each of 2 src bytes in the input image.
+ *  This uses one lookup table, tab8, which gives the sum of
+ *  ON pixels in a byte.  After summing for all ON pixels in the
+ *  32 src bytes, which is between 0 and 256, this is converted
+ *  to an 8 bpp grayscale value between 0 for 255 or 256 bits ON
+ *  and 255 for 0 bits ON.
+ */
+static void
+scaleToGray16Low(l_uint32  *datad,
+                  l_int32    wd,
+                 l_int32    hd,
+                 l_int32    wpld,
+                 l_uint32  *datas,
+                 l_int32    wpls,
+                 l_int32   *tab8)
+{
+l_int32    i, j, k, m;
+l_int32    sum;
+l_uint32  *lines, *lined;
+
+        /* i indexes the dest lines
+         * k indexes the source lines
+         * j indexes the dest bytes
+         * m indexes the src bytes
+         * We take 32 bytes from the source (in 16 lines of 16 pixels
+         * each) and convert it into one 8 bpp byte of the dest. */
+    for (i = 0, k = 0; i < hd; i++, k += 16) {
+        lines = datas + k * wpls;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++) {
+            m = 2 * j;
+            sum = tab8[GET_DATA_BYTE(lines, m)];
+            sum += tab8[GET_DATA_BYTE(lines, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 2 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 2 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 3 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 3 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 4 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 4 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 5 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 5 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 6 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 6 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 7 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 7 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 8 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 8 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 9 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 9 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 10 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 10 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 11 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 11 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 12 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 12 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 13 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 13 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 14 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 14 * wpls, m + 1)];
+            sum += tab8[GET_DATA_BYTE(lines + 15 * wpls, m)];
+            sum += tab8[GET_DATA_BYTE(lines + 15 * wpls, m + 1)];
+            sum = L_MIN(sum, 255);
+            SET_DATA_BYTE(lined, j, 255 - sum);
+        }
+    }
+
+    return;
+}
+
+
+
+/*------------------------------------------------------------------*
+ *                         Grayscale mipmap                         *
+ *------------------------------------------------------------------*/
+/*!
+ * \brief   scaleMipmapLow()
+ *
+ *  See notes in scale.c for pixScaleToGrayMipmap().  This function
+ *  is here for pedagogical reasons.  It gives poor results on document
+ *  images because of aliasing.
+ */
+static l_int32
+scaleMipmapLow(l_uint32  *datad,
+               l_int32    wd,
+               l_int32    hd,
+               l_int32    wpld,
+               l_uint32  *datas1,
+               l_int32    wpls1,
+               l_uint32  *datas2,
+               l_int32    wpls2,
+               l_float32  red)
+{
+l_int32    i, j, val1, val2, val, row2, col2;
+l_int32   *srow, *scol;
+l_uint32  *lines1, *lines2, *lined;
+l_float32  ratio, w1, w2;
+
+    PROCNAME("scaleMipmapLow");
+
+        /* Clear dest */
+    memset(datad, 0, 4LL * wpld * hd);
+
+        /* Each dest pixel at (j,i) is computed by interpolating
+           between the two src images at the corresponding location.
+           We store the UL corner locations of the square of
+           src pixels in thelower-resolution image that correspond
+           to dest pixel (j,i).  The are labeled by the arrays
+           srow[i], scol[j].  The UL corner locations of the higher
+           resolution src pixels are obtained from these arrays
+           by multiplying by 2. */
+    if ((srow = (l_int32 *)LEPT_CALLOC(hd, sizeof(l_int32))) == NULL)
+        return ERROR_INT("srow not made", procName, 1);
+    if ((scol = (l_int32 *)LEPT_CALLOC(wd, sizeof(l_int32))) == NULL) {
+        LEPT_FREE(srow);
+        return ERROR_INT("scol not made", procName, 1);
+    }
+    ratio = 1. / (2. * red);  /* 0.5 for red = 1, 1 for red = 0.5 */
+    for (i = 0; i < hd; i++)
+        srow[i] = (l_int32)(ratio * i);
+    for (j = 0; j < wd; j++)
+        scol[j] = (l_int32)(ratio * j);
+
+        /* Get weights for linear interpolation: these are the
+         * 'distances' of the dest image plane from the two
+         * src image planes. */
+    w1 = 2. * red - 1.;   /* w1 --> 1 as red --> 1 */
+    w2 = 1. - w1;
+
+        /* For each dest pixel, compute linear interpolation */
+    for (i = 0; i < hd; i++) {
+        row2 = srow[i];
+        lines1 = datas1 + 2 * row2 * wpls1;
+        lines2 = datas2 + row2 * wpls2;
+        lined = datad + i * wpld;
+        for (j = 0; j < wd; j++) {
+            col2 = scol[j];
+            val1 = GET_DATA_BYTE(lines1, 2 * col2);
+            val2 = GET_DATA_BYTE(lines2, col2);
+            val = (l_int32)(w1 * val1 + w2 * val2);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    LEPT_FREE(srow);
+    LEPT_FREE(scol);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/seedfill.c b/3rdparty/hgOCR/leptonica/seedfill.c
new file mode 100644
index 00000000..a7030996
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/seedfill.c
@@ -0,0 +1,3454 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file seedfill.c
+ * 
+ *
+ *      Binary seedfill (source: Luc Vincent)
+ *               PIX         *pixSeedfillBinary()
+ *               PIX         *pixSeedfillBinaryRestricted()
+ *               static void  seedfillBinaryLow()
+ *
+ *      Applications of binary seedfill to find and fill holes,
+ *      remove c.c. touching the border and fill bg from border:
+ *               PIX         *pixHolesByFilling()
+ *               PIX         *pixFillClosedBorders()
+ *               PIX         *pixExtractBorderConnComps()
+ *               PIX         *pixRemoveBorderConnComps()
+ *               PIX         *pixFillBgFromBorder()
+ *
+ *      Hole-filling of components to bounding rectangle
+ *               PIX         *pixFillHolesToBoundingRect()
+ *
+ *      Gray seedfill (source: Luc Vincent:fast-hybrid-grayscale-reconstruction)
+ *               l_int32      pixSeedfillGray()
+ *               l_int32      pixSeedfillGrayInv()
+ *               static void  seedfillGrayLow()
+ *               static void  seedfillGrayInvLow()
+
+ *
+ *      Gray seedfill (source: Luc Vincent: sequential-reconstruction algorithm)
+ *               l_int32      pixSeedfillGraySimple()
+ *               l_int32      pixSeedfillGrayInvSimple()
+ *               static void  seedfillGrayLowSimple()
+ *               static void  seedfillGrayInvLowSimple()
+ *
+ *      Gray seedfill variations
+ *               PIX         *pixSeedfillGrayBasin()
+ *
+ *      Distance function (source: Luc Vincent)
+ *               PIX         *pixDistanceFunction()
+ *               static void  distanceFunctionLow()
+ *
+ *      Seed spread (based on distance function)
+ *               PIX         *pixSeedspread()
+ *               static void  seedspreadLow()
+ *
+ *      Local extrema:
+ *               l_int32      pixLocalExtrema()
+ *            static l_int32  pixQualifyLocalMinima()
+ *               l_int32      pixSelectedLocalExtrema()
+ *               PIX         *pixFindEqualValues()
+ *
+ *      Selection of minima in mask of connected components
+ *               PTA         *pixSelectMinInConnComp()
+ *
+ *      Removal of seeded connected components from a mask
+ *               PIX         *pixRemoveSeededComponents()
+ *
+ *
+ *           ITERATIVE RASTER-ORDER SEEDFILL
+ *
+ *      The basic method in the Vincent seedfill (aka reconstruction)
+ *      algorithm is simple.  We describe here the situation for
+ *      binary seedfill.  Pixels are sampled in raster order in
+ *      the seed image.  If they are 4-connected to ON pixels
+ *      either directly above or to the left, and are not masked
+ *      out by the mask image, they are turned on (or remain on).
+ *      (Ditto for 8-connected, except you need to check 3 pixels
+ *      on the previous line as well as the pixel to the left
+ *      on the current line.  This is extra computational work
+ *      for relatively little gain, so it is preferable
+ *      in most situations to use the 4-connected version.)
+ *      The algorithm proceeds from UR to LL of the image, and
+ *      then reverses and sweeps up from LL to UR.
+ *      These double sweeps are iterated until there is no change.
+ *      At this point, the seed has entirely filled the region it
+ *      is allowed to, as delimited by the mask image.
+ *
+ *      The grayscale seedfill is a straightforward generalization
+ *      of the binary seedfill, and is described in seedfillLowGray().
+ *
+ *      For some applications, the filled seed will later be OR'd
+ *      with the negative of the mask.   This is used, for example,
+ *      when you flood fill into a 4-connected region of OFF pixels
+ *      and you want the result after those pixels are turned ON.
+ *
+ *      Note carefully that the mask we use delineates which pixels
+ *      are allowed to be ON as the seed is filled.  We will call this
+ *      a "filling mask".  As the seed expands, it is repeatedly
+ *      ANDed with the filling mask: s & fm.  The process can equivalently
+ *      be formulated using the inverse of the filling mask, which
+ *      we will call a "blocking mask": bm = ~fm.   As the seed
+ *      expands, the blocking mask is repeatedly used to prevent
+ *      the seed from expanding into the blocking mask.  This is done
+ *      by set subtracting the blocking mask from the expanded seed:
+ *      s - bm.  Set subtraction of the blocking mask is equivalent
+ *      to ANDing with the inverse of the blocking mask: s & (~bm).
+ *      But from the inverse relation between blocking and filling
+ *      masks, this is equal to s & fm, which proves the equivalence.
+ *
+ *      For efficiency, the pixels can be taken in larger units
+ *      for processing, but still in raster order.  It is natural
+ *      to take them in 32-bit words.  The outline of the work
+ *      to be done for 4-cc (not including special cases for boundary
+ *      words, such as the first line or the last word in each line)
+ *      is as follows.  Let the filling mask be m.  The
+ *      seed is to fill "under" the mask; i.e., limited by an AND
+ *      with the mask.  Let the current word be w, the word
+ *      in the line above be wa, and the previous word in the
+ *      current line be wp.   Let t be a temporary word that
+ *      is used in computation.  Note that masking is performed by
+ *      w & m.  (If we had instead used a "blocking" mask, we
+ *      would perform masking by the set subtraction operation,
+ *      w - m, which is defined to be w & ~m.)
+ *
+ *      The entire operation can be implemented with shifts,
+ *      logical operations and tests.  For each word in the seed image
+ *      there are two steps.  The first step is to OR the word with
+ *      the word above and with the rightmost pixel in wp (call it "x").
+ *      Because wp is shifted one pixel to its right, "x" is ORed
+ *      to the leftmost pixel of w.  We then clip to the ON pixels in
+ *      the mask.  The result is
+ *               t  <--  (w | wa | x000... ) & m
+ *      We've now finished taking data from above and to the left.
+ *      The second step is to allow filling to propagate horizontally
+ *      in t, always making sure that it is properly masked at each
+ *      step.  So if filling can be done (i.e., t is neither all 0s
+ *      nor all 1s), iteratively take:
+ *           t  <--  (t | (t >> 1) | (t << 1)) & m
+ *      until t stops changing.  Then write t back into w.
+ *
+ *      Finally, the boundary conditions require we note that in doing
+ *      the above steps:
+ *          (a) The words in the first row have no wa
+ *          (b) The first word in each row has no wp in that row
+ *          (c) The last word in each row must be masked so that
+ *              pixels don't propagate beyond the right edge of the
+ *              actual image.  (This is easily accomplished by
+ *              setting the out-of-bound pixels in m to OFF.)
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+struct L_Pixel
+{
+    l_int32    x;
+    l_int32    y;
+};
+typedef struct L_Pixel  L_PIXEL;
+
+static void seedfillBinaryLow(l_uint32 *datas, l_int32 hs, l_int32 wpls,
+                              l_uint32 *datam, l_int32 hm, l_int32 wplm,
+                              l_int32 connectivity);
+static void seedfillGrayLow(l_uint32 *datas, l_int32 w, l_int32 h,
+                            l_int32 wpls, l_uint32 *datam, l_int32 wplm,
+                            l_int32 connectivity);
+static void seedfillGrayInvLow(l_uint32 *datas, l_int32 w, l_int32 h,
+                               l_int32 wpls, l_uint32 *datam, l_int32 wplm,
+                               l_int32 connectivity);
+static void seedfillGrayLowSimple(l_uint32 *datas, l_int32 w, l_int32 h,
+                                  l_int32 wpls, l_uint32 *datam, l_int32 wplm,
+                                  l_int32 connectivity);
+static void seedfillGrayInvLowSimple(l_uint32 *datas, l_int32 w, l_int32 h,
+                                     l_int32 wpls, l_uint32 *datam,
+                                     l_int32 wplm, l_int32 connectivity);
+static void distanceFunctionLow(l_uint32 *datad, l_int32 w, l_int32 h,
+                                l_int32 d, l_int32 wpld, l_int32 connectivity);
+static void seedspreadLow(l_uint32 *datad, l_int32 w, l_int32 h, l_int32 wpld,
+                          l_uint32 *datat, l_int32 wplt, l_int32 connectivity);
+
+
+static l_int32 pixQualifyLocalMinima(PIX *pixs, PIX *pixm, l_int32 maxval);
+
+#ifndef  NO_CONSOLE_IO
+#define   DEBUG_PRINT_ITERS    0
+#endif  /* ~NO_CONSOLE_IO */
+
+  /* Two-way (UL --> LR, LR --> UL) sweep iterations; typically need only 4 */
+static const l_int32  MaxIters = 40;
+
+
+/*-----------------------------------------------------------------------*
+ *              Vincent's Iterative Binary Seedfill method               *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixSeedfillBinary()
+ *
+ * \param[in]    pixd          [optional]; can be null, equal to pixs,
+ *                             or different from pixs; 1 bpp
+ * \param[in]    pixs          1 bpp seed
+ * \param[in]    pixm          1 bpp filling mask
+ * \param[in]    connectivity  4 or 8
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) This is for binary seedfill (aka "binary reconstruction").
+ *      (2) There are 3 cases:
+ *            (a) pixd == null (make a new pixd)
+ *            (b) pixd == pixs (in-place)
+ *            (c) pixd != pixs
+ *      (3) If you know the case, use these patterns for clarity:
+ *            (a) pixd = pixSeedfillBinary(NULL, pixs, ...);
+ *            (b) pixSeedfillBinary(pixs, pixs, ...);
+ *            (c) pixSeedfillBinary(pixd, pixs, ...);
+ *      (4) The resulting pixd contains the filled seed.  For some
+ *          applications you want to OR it with the inverse of
+ *          the filling mask.
+ *      (5) The input seed and mask images can be different sizes, but
+ *          in typical use the difference, if any, would be only
+ *          a few pixels in each direction.  If the sizes differ,
+ *          the clipping is handled by the low-level function
+ *          seedfillBinaryLow().
+ * 

+ */
+PIX *
+pixSeedfillBinary(PIX     *pixd,
+                  PIX     *pixs,
+                  PIX     *pixm,
+                  l_int32  connectivity)
+{
+l_int32    i, boolval;
+l_int32    hd, hm, wpld, wplm;
+l_uint32  *datad, *datam;
+PIX       *pixt;
+
+    PROCNAME("pixSeedfillBinary");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, pixd);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return (PIX *)ERROR_PTR("pixm undefined or not 1 bpp", procName, pixd);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not in {4,8}", procName, pixd);
+
+        /* Prepare pixd as a copy of pixs if not identical */
+    if ((pixd = pixCopy(pixd, pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+
+        /* pixt is used to test for completion */
+    if ((pixt = pixCreateTemplate(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixt not made", procName, pixd);
+
+    hd = pixGetHeight(pixd);
+    hm = pixGetHeight(pixm);  /* included so seedfillBinaryLow() can clip */
+    datad = pixGetData(pixd);
+    datam = pixGetData(pixm);
+    wpld = pixGetWpl(pixd);
+    wplm = pixGetWpl(pixm);
+
+    pixSetPadBits(pixm, 0);
+
+    for (i = 0; i < MaxIters; i++) {
+        pixCopy(pixt, pixd);
+        seedfillBinaryLow(datad, hd, wpld, datam, hm, wplm, connectivity);
+        pixEqual(pixd, pixt, &boolval);
+        if (boolval == 1) {
+#if DEBUG_PRINT_ITERS
+            fprintf(stderr, "Binary seed fill converged: %d iters\n", i + 1);
+#endif  /* DEBUG_PRINT_ITERS */
+            break;
+        }
+    }
+
+    pixDestroy(&pixt);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixSeedfillBinaryRestricted()
+ *
+ * \param[in]    pixd          [optional]; can be null, equal to pixs,
+ *                             or different from pixs; 1 bpp
+ * \param[in]    pixs          1 bpp seed
+ * \param[in]    pixm          1 bpp filling mask
+ * \param[in]    connectivity  4 or 8
+ * \param[in]    xmax          max distance in x direction of fill into mask
+ * \param[in]    ymax          max distance in y direction of fill into mask
+ * \return  pixd always
+ *
+ * 
+ * Notes:
+ *      (1) See usage for pixSeedfillBinary(), which has unrestricted fill.
+ *          In pixSeedfillBinary(), the filling distance is unrestricted
+ *          and can be larger than pixs, depending on the topology of
+ *          th mask.
+ *      (2) There are occasions where it is useful not to permit the
+ *          fill to go more than a certain distance into the mask.
+ *          %xmax specifies the maximum horizontal distance allowed
+ *          in the fill; %ymax does likewise in the vertical direction.
+ *      (3) Operationally, the max "distance" allowed for the fill
+ *          is a linear distance from the original seed, independent
+ *          of the actual mask topology.
+ *      (4) Another formulation of this problem, not implemented,
+ *          would use the manhattan distance from the seed, as
+ *          determined by a breadth-first search starting at the seed
+ *          boundaries and working outward where the mask fg allows.
+ *          How this might use the constraints of separate xmax and ymax
+ *          is not clear.
+ * 

+ */
+PIX *
+pixSeedfillBinaryRestricted(PIX     *pixd,
+                            PIX     *pixs,
+                            PIX     *pixm,
+                            l_int32  connectivity,
+                            l_int32  xmax,
+                            l_int32  ymax)
+{
+l_int32  w, h;
+PIX     *pix1, *pix2;
+
+    PROCNAME("pixSeedfillBinaryRestricted");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, pixd);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return (PIX *)ERROR_PTR("pixm undefined or not 1 bpp", procName, pixd);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not in {4,8}", procName, pixd);
+    if (xmax == 0 && ymax == 0)  /* no filling permitted */
+        return pixClone(pixs);
+    if (xmax < 0 || ymax < 0) {
+        L_ERROR("xmax and ymax must be non-negative", procName);
+        return pixClone(pixs);
+    }
+
+        /* Full fill from the seed into the mask. */
+    if ((pix1 = pixSeedfillBinary(NULL, pixs, pixm, connectivity)) == NULL)
+        return (PIX *)ERROR_PTR("pix1 not made", procName, pixd);
+
+        /* Dilate the seed.  This gives the maximal region where changes
+         * are permitted.  Invert to get the region where pixs is
+         * not allowed to change.  */
+    pix2 = pixDilateCompBrick(NULL, pixs, 2 * xmax + 1, 2 * ymax + 1);
+    pixInvert(pix2, pix2);
+
+        /* Blank the region of pix1 specified by the fg of pix2.
+         * This is not yet the final result, because it may have fg pixels
+         * that are not accessible from the seed in the restricted distance.
+         * For example, such pixels may be connected to the original seed,
+         * but through a path that goes outside the permitted region. */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    pixRasterop(pix1, 0, 0, w, h, PIX_DST & PIX_NOT(PIX_SRC), pix2, 0, 0);
+
+        /* To get the accessible pixels in the restricted region, do
+         * a second seedfill from the original seed, using pix1 as
+         * a mask.  The result, in pixd, will not have any bad fg
+         * pixels that were in pix1. */
+    pixd = pixSeedfillBinary(pixd, pixs, pix1, connectivity);
+
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    return pixd;
+}
+
+
+/*!
+ * \brief   seedfillBinaryLow()
+ *
+ *  Notes:
+ *      (1) This is an in-place fill, where the seed image is
+ *          filled, clipping to the filling mask, in one full
+ *          cycle of UL -> LR and LR -> UL raster scans.
+ *      (2) Assume the mask is a filling mask, not a blocking mask.
+ *      (3) Assume that the RHS pad bits of the mask
+ *          are properly set to 0.
+ *      (4) Clip to the smallest dimensions to avoid invalid reads.
+ */
+static void
+seedfillBinaryLow(l_uint32  *datas,
+                  l_int32    hs,
+                  l_int32    wpls,
+                  l_uint32  *datam,
+                  l_int32    hm,
+                  l_int32    wplm,
+                  l_int32    connectivity)
+{
+l_int32    i, j, h, wpl;
+l_uint32   word, mask;
+l_uint32   wordabove, wordleft, wordbelow, wordright;
+l_uint32   wordprev;  /* test against this in previous iteration */
+l_uint32  *lines, *linem;
+
+    PROCNAME("seedfillBinaryLow");
+
+    h = L_MIN(hs, hm);
+    wpl = L_MIN(wpls, wplm);
+
+    switch (connectivity)
+    {
+    case 4:
+            /* UL --> LR scan */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < wpl; j++) {
+                word = *(lines + j);
+                mask = *(linem + j);
+
+                    /* OR from word above and from word to left; mask */
+                if (i > 0) {
+                    wordabove = *(lines - wpls + j);
+                    word |= wordabove;
+                }
+                if (j > 0) {
+                    wordleft = *(lines + j - 1);
+                    word |= wordleft << 31;
+                }
+                word &= mask;
+
+                    /* No need to fill horizontally? */
+                if (!word || !(~word)) {
+                    *(lines + j) = word;
+                    continue;
+                }
+
+                while (1) {
+                    wordprev = word;
+                    word = (word | (word >> 1) | (word << 1)) & mask;
+                    if ((word ^ wordprev) == 0) {
+                        *(lines + j) = word;
+                        break;
+                    }
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = h - 1; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = wpl - 1; j >= 0; j--) {
+                word = *(lines + j);
+                mask = *(linem + j);
+
+                    /* OR from word below and from word to right; mask */
+                if (i < h - 1) {
+                    wordbelow = *(lines + wpls + j);
+                    word |= wordbelow;
+                }
+                if (j < wpl - 1) {
+                    wordright = *(lines + j + 1);
+                    word |= wordright >> 31;
+                }
+                word &= mask;
+
+                    /* No need to fill horizontally? */
+                if (!word || !(~word)) {
+                    *(lines + j) = word;
+                    continue;
+                }
+
+                while (1) {
+                    wordprev = word;
+                    word = (word | (word >> 1) | (word << 1)) & mask;
+                    if ((word ^ wordprev) == 0) {
+                        *(lines + j) = word;
+                        break;
+                    }
+                }
+            }
+        }
+        break;
+
+    case 8:
+            /* UL --> LR scan */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < wpl; j++) {
+                word = *(lines + j);
+                mask = *(linem + j);
+
+                    /* OR from words above and from word to left; mask */
+                if (i > 0) {
+                    wordabove = *(lines - wpls + j);
+                    word |= (wordabove | (wordabove << 1) | (wordabove >> 1));
+                    if (j > 0)
+                        word |= (*(lines - wpls + j - 1)) << 31;
+                    if (j < wpl - 1)
+                        word |= (*(lines - wpls + j + 1)) >> 31;
+                }
+                if (j > 0) {
+                    wordleft = *(lines + j - 1);
+                    word |= wordleft << 31;
+                }
+                word &= mask;
+
+                    /* No need to fill horizontally? */
+                if (!word || !(~word)) {
+                    *(lines + j) = word;
+                    continue;
+                }
+
+                while (1) {
+                    wordprev = word;
+                    word = (word | (word >> 1) | (word << 1)) & mask;
+                    if ((word ^ wordprev) == 0) {
+                        *(lines + j) = word;
+                        break;
+                    }
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = h - 1; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = wpl - 1; j >= 0; j--) {
+                word = *(lines + j);
+                mask = *(linem + j);
+
+                    /* OR from words below and from word to right; mask */
+                if (i < h - 1) {
+                    wordbelow = *(lines + wpls + j);
+                    word |= (wordbelow | (wordbelow << 1) | (wordbelow >> 1));
+                    if (j > 0)
+                        word |= (*(lines + wpls + j - 1)) << 31;
+                    if (j < wpl - 1)
+                        word |= (*(lines + wpls + j + 1)) >> 31;
+                }
+                if (j < wpl - 1) {
+                    wordright = *(lines + j + 1);
+                    word |= wordright >> 31;
+                }
+                word &= mask;
+
+                    /* No need to fill horizontally? */
+                if (!word || !(~word)) {
+                    *(lines + j) = word;
+                    continue;
+                }
+
+                while (1) {
+                    wordprev = word;
+                    word = (word | (word >> 1) | (word << 1)) & mask;
+                    if ((word ^ wordprev) == 0) {
+                        *(lines + j) = word;
+                        break;
+                    }
+                }
+            }
+        }
+        break;
+
+    default:
+        L_ERROR("connectivity must be 4 or 8\n", procName);
+        return;
+    }
+}
+
+
+/*!
+ * \brief   pixHolesByFilling()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    connectivity   4 or 8
+ * \return  pixd  inverted image of all holes, or NULL on error
+ *
+ * Action:
+ *     1 Start with 1-pixel black border on otherwise white pixd
+ *     2 Use the inverted pixs as the filling mask to fill in
+ *         all the pixels from the border to the pixs foreground
+ *     3 OR the result with pixs to have an image with all
+ *         ON pixels except for the holes.
+ *     4 Invert the result to get the holes as foreground
+ *
+ * 
+ * Notes:
+ *     (1) To get 4-c.c. holes of the 8-c.c. as foreground, use
+ *         4-connected filling; to get 8-c.c. holes of the 4-c.c.
+ *         as foreground, use 8-connected filling.
+ * 

+ */
+PIX *
+pixHolesByFilling(PIX     *pixs,
+                  l_int32  connectivity)
+{
+PIX  *pixsi, *pixd;
+
+    PROCNAME("pixHolesByFilling");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+    if ((pixd = pixCreateTemplate(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    if ((pixsi = pixInvert(NULL, pixs)) == NULL) {
+        pixDestroy(&pixd);
+        return (PIX *)ERROR_PTR("pixsi not made", procName, NULL);
+    }
+
+    pixSetOrClearBorder(pixd, 1, 1, 1, 1, PIX_SET);
+    pixSeedfillBinary(pixd, pixd, pixsi, connectivity);
+    pixOr(pixd, pixd, pixs);
+    pixInvert(pixd, pixd);
+    pixDestroy(&pixsi);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixFillClosedBorders()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    connectivity   filling connectivity 4 or 8
+ * \return  pixd  all topologically outer closed borders are filled
+ *                     as connected comonents, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Start with 1-pixel black border on otherwise white pixd
+ *      (2) Subtract input pixs to remove border pixels that were
+ *          also on the closed border
+ *      (3) Use the inverted pixs as the filling mask to fill in
+ *          all the pixels from the outer border to the closed border
+ *          on pixs
+ *      (4) Invert the result to get the filled component, including
+ *          the input border
+ *      (5) If the borders are 4-c.c., use 8-c.c. filling, and v.v.
+ *      (6) Closed borders within c.c. that represent holes, etc., are filled.
+ * 

+ */
+PIX *
+pixFillClosedBorders(PIX     *pixs,
+                     l_int32  connectivity)
+{
+PIX  *pixsi, *pixd;
+
+    PROCNAME("pixFillClosedBorders");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+    if ((pixd = pixCreateTemplate(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixSetOrClearBorder(pixd, 1, 1, 1, 1, PIX_SET);
+    pixSubtract(pixd, pixd, pixs);
+    if ((pixsi = pixInvert(NULL, pixs)) == NULL) {
+        pixDestroy(&pixd);
+        return (PIX *)ERROR_PTR("pixsi not made", procName, NULL);
+    }
+
+    pixSeedfillBinary(pixd, pixd, pixsi, connectivity);
+    pixInvert(pixd, pixd);
+    pixDestroy(&pixsi);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixExtractBorderConnComps()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    connectivity   filling connectivity 4 or 8
+ * \return  pixd  all pixels in the src that are in connected
+ *                components touching the border, or NULL on error
+ */
+PIX *
+pixExtractBorderConnComps(PIX     *pixs,
+                          l_int32  connectivity)
+{
+PIX  *pixd;
+
+    PROCNAME("pixExtractBorderConnComps");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+        /* Start with 1 pixel wide black border as seed in pixd */
+    if ((pixd = pixCreateTemplate(pixs)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    pixSetOrClearBorder(pixd, 1, 1, 1, 1, PIX_SET);
+
+       /* Fill in pixd from the seed, using pixs as the filling mask.
+        * This fills all components from pixs that are touching the border. */
+    pixSeedfillBinary(pixd, pixd, pixs, connectivity);
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixRemoveBorderConnComps()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    connectivity   filling connectivity 4 or 8
+ * \return  pixd  all pixels in the src that are not touching the
+ *                border or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This removes all fg components touching the border.
+ * 

+ */
+PIX *
+pixRemoveBorderConnComps(PIX     *pixs,
+                         l_int32  connectivity)
+{
+PIX  *pixd;
+
+    PROCNAME("pixRemoveBorderConnComps");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+       /* Fill from a 1 pixel wide seed at the border into all components
+        * in pixs (the filling mask) that are touching the border */
+    pixd = pixExtractBorderConnComps(pixs, connectivity);
+
+       /* Save in pixd only those components in pixs not touching the border */
+    pixXor(pixd, pixd, pixs);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixFillBgFromBorder()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    connectivity   filling connectivity 4 or 8
+ * \return  pixd with the background c.c. touching the border
+ *               filled to foreground, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This fills all bg components touching the border to fg.
+ *          It is the photometric inverse of pixRemoveBorderConnComps().
+ *      (2) Invert the result to get the "holes" left after this fill.
+ *          This can be done multiple times, extracting holes within
+ *          holes after each pair of fillings.  Specifically, this code
+ *          peels away n successive embeddings of components:
+ * \code
+ *              pix1 = 
+ *              for (i = 0; i < 2 * n; i++) {
+ *                   pix2 = pixFillBgFromBorder(pix1, 8);
+ *                   pixInvert(pix2, pix2);
+ *                   pixDestroy(&pix1);
+ *                   pix1 = pix2;
+ *              }
+ * \endcode
+ * 

+ */
+PIX *
+pixFillBgFromBorder(PIX     *pixs,
+                    l_int32  connectivity)
+{
+PIX  *pixd;
+
+    PROCNAME("pixFillBgFromBorder");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+       /* Invert to turn bg touching the border to a fg component.
+        * Extract this by filling from a 1 pixel wide seed at the border. */
+    pixInvert(pixs, pixs);
+    pixd = pixExtractBorderConnComps(pixs, connectivity);
+    pixInvert(pixs, pixs);  /* restore pixs */
+
+       /* Bit-or the filled bg component with pixs */
+    pixOr(pixd, pixd, pixs);
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *            Hole-filling of components to bounding rectangle           *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixFillHolesToBoundingRect()
+ *
+ * \param[in]    pixs         1 bpp
+ * \param[in]    minsize      min number of pixels in the hole
+ * \param[in]    maxhfract    max hole area as fraction of fg pixels in the cc
+ * \param[in]    minfgfract   min fg area as fraction of bounding rectangle
+ * \return  pixd   with some holes possibly filled and some c.c. possibly
+ *                 expanded to their bounding rects, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does not fill holes that are smaller in area than 'minsize'.
+ *      (2) This does not fill holes with an area larger than
+ *          'maxhfract' times the fg area of the c.c.
+ *      (3) This does not expand the fg of the c.c. to bounding rect if
+ *          the fg area is less than 'minfgfract' times the area of the
+ *          bounding rect.
+ *      (4) The decisions are made as follows:
+ *           ~ Decide if we are filling the holes; if so, when using
+ *             the fg area, include the filled holes.
+ *           ~ Decide based on the fg area if we are filling to a bounding rect.
+ *             If so, do it.
+ *             If not, fill the holes if the condition is satisfied.
+ *      (5) The choice of minsize depends on the resolution.
+ *      (6) For solidifying image mask regions on printed materials,
+ *          which tend to be rectangular, values for maxhfract
+ *          and minfgfract around 0.5 are reasonable.
+ * 

+ */
+PIX *
+pixFillHolesToBoundingRect(PIX       *pixs,
+                           l_int32    minsize,
+                           l_float32  maxhfract,
+                           l_float32  minfgfract)
+{
+l_int32    i, x, y, w, h, n, nfg, nh, ntot, area;
+l_int32   *tab;
+l_float32  hfract;  /* measured hole fraction */
+l_float32  fgfract;  /* measured fg fraction */
+BOXA      *boxa;
+PIX       *pixd, *pixfg, *pixh;
+PIXA      *pixa;
+
+    PROCNAME("pixFillHolesToBoundingRect");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+
+    pixd = pixCopy(NULL, pixs);
+    boxa = pixConnComp(pixd, &pixa, 8);
+    n = boxaGetCount(boxa);
+    tab = makePixelSumTab8();
+    for (i = 0; i < n; i++) {
+        boxaGetBoxGeometry(boxa, i, &x, &y, &w, &h);
+        area = w * h;
+        if (area < minsize)
+            continue;
+        pixfg = pixaGetPix(pixa, i, L_COPY);
+        pixh = pixHolesByFilling(pixfg, 4);  /* holes only */
+        pixCountPixels(pixfg, &nfg, tab);
+        pixCountPixels(pixh, &nh, tab);
+        hfract = (l_float32)nh / (l_float32)nfg;
+        ntot = nfg;
+        if (hfract <= maxhfract)  /* we will fill the holes (at least) */
+            ntot = nfg + nh;
+        fgfract = (l_float32)ntot / (l_float32)area;
+        if (fgfract >= minfgfract) {  /* fill to bounding rect */
+            pixSetAll(pixfg);
+            pixRasterop(pixd, x, y, w, h, PIX_SRC, pixfg, 0, 0);
+        } else if (hfract <= maxhfract) {  /* fill just the holes */
+            pixRasterop(pixd, x, y, w, h, PIX_DST | PIX_SRC , pixh, 0, 0);
+        }
+        pixDestroy(&pixfg);
+        pixDestroy(&pixh);
+    }
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixa);
+    LEPT_FREE(tab);
+
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *               Vincent's hybrid Grayscale Seedfill method              *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixSeedfillGray()
+ *
+ * \param[in]    pixs           8 bpp seed; filled in place
+ * \param[in]    pixm           8 bpp filling mask
+ * \param[in]    connectivity   4 or 8
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place filling operation on the seed, pixs,
+ *          where the clipping mask is always above or at the level
+ *          of the seed as it is filled.
+ *      (2) For details of the operation, see the description in
+ *          seedfillGrayLow() and the code there.
+ *      (3) As an example of use, see the description in pixHDome().
+ *          There, the seed is an image where each pixel is a fixed
+ *          amount smaller than the corresponding mask pixel.
+ *      (4) Reference paper :
+ *            L. Vincent, Morphological grayscale reconstruction in image
+ *            analysis: applications and efficient algorithms, IEEE Transactions
+ *            on  Image Processing, vol. 2, no. 2, pp. 176-201, 1993.
+ * 

+ */
+l_ok
+pixSeedfillGray(PIX     *pixs,
+                PIX     *pixm,
+                l_int32  connectivity)
+{
+l_int32    h, w, wpls, wplm;
+l_uint32  *datas, *datam;
+
+    PROCNAME("pixSeedfillGray");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 8)
+        return ERROR_INT("pixm not defined or not 8 bpp", procName, 1);
+    if (connectivity != 4 && connectivity != 8)
+        return ERROR_INT("connectivity not in {4,8}", procName, 1);
+
+        /* Make sure the sizes of seed and mask images are the same */
+    if (pixSizesEqual(pixs, pixm) == 0)
+        return ERROR_INT("pixs and pixm sizes differ", procName, 1);
+
+    datas = pixGetData(pixs);
+    datam = pixGetData(pixm);
+    wpls = pixGetWpl(pixs);
+    wplm = pixGetWpl(pixm);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    seedfillGrayLow(datas, w, h, wpls, datam, wplm, connectivity);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSeedfillGrayInv()
+ *
+ * \param[in]    pixs           8 bpp seed; filled in place
+ * \param[in]    pixm           8 bpp filling mask
+ * \param[in]    connectivity   4 or 8
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place filling operation on the seed, pixs,
+ *          where the clipping mask is always below or at the level
+ *          of the seed as it is filled.  Think of filling up a basin
+ *          to a particular level, given by the maximum seed value
+ *          in the basin.  Outside the filled region, the mask
+ *          is above the filling level.
+ *      (2) Contrast this with pixSeedfillGray(), where the clipping mask
+ *          is always above or at the level of the fill.  An example
+ *          of its use is the hdome fill, where the seed is an image
+ *          where each pixel is a fixed amount smaller than the
+ *          corresponding mask pixel.
+ *      (3) The basin fill, pixSeedfillGrayBasin(), is a special case
+ *          where the seed pixel values are generated from the mask,
+ *          and where the implementation uses pixSeedfillGray() by
+ *          inverting both the seed and mask.
+ * 

+ */
+l_ok
+pixSeedfillGrayInv(PIX     *pixs,
+                   PIX     *pixm,
+                   l_int32  connectivity)
+{
+l_int32    h, w, wpls, wplm;
+l_uint32  *datas, *datam;
+
+    PROCNAME("pixSeedfillGrayInv");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 8)
+        return ERROR_INT("pixm not defined or not 8 bpp", procName, 1);
+    if (connectivity != 4 && connectivity != 8)
+        return ERROR_INT("connectivity not in {4,8}", procName, 1);
+
+        /* Make sure the sizes of seed and mask images are the same */
+    if (pixSizesEqual(pixs, pixm) == 0)
+        return ERROR_INT("pixs and pixm sizes differ", procName, 1);
+
+    datas = pixGetData(pixs);
+    datam = pixGetData(pixm);
+    wpls = pixGetWpl(pixs);
+    wplm = pixGetWpl(pixm);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    seedfillGrayInvLow(datas, w, h, wpls, datam, wplm, connectivity);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   seedfillGrayLow()
+ *
+ *  Notes:
+ *      (1) The pixels are numbered as follows:
+ *              1  2  3
+ *              4  x  5
+ *              6  7  8
+ *          This low-level filling operation consists of two scans,
+ *          raster and anti-raster, covering the entire seed image.
+ *          This is followed by a breadth-first propagation operation to
+ *          complete the fill.
+ *          During the anti-raster scan, every pixel p whose current value
+ *          could still be propagated after the anti-raster scan is put into
+ *          the FIFO queue.
+ *          The propagation step is a breadth-first fill to completion.
+ *          Unlike the simple grayscale seedfill pixSeedfillGraySimple(),
+ *          where at least two full raster/anti-raster iterations are required
+ *          for completion and verification, the hybrid method uses only a
+ *          single raster/anti-raster set of scans.
+ *      (2) The filling action can be visualized from the following example.
+ *          Suppose the mask, which clips the fill, is a sombrero-shaped
+ *          surface, where the highest point is 200 and the low pixels
+ *          around the rim are 30.  Beyond the rim, the mask goes up a bit.
+ *          Suppose the seed, which is filled, consists of a single point
+ *          of height 150, located below the max of the mask, with
+ *          the rest 0.  Then in the raster scan, nothing happens until
+ *          the high seed point is encountered, and then this value is
+ *          propagated right and down, until it hits the side of the
+ *          sombrero.   The seed can never exceed the mask, so it fills
+ *          to the rim, going lower along the mask surface.  When it
+ *          passes the rim, the seed continues to fill at the rim
+ *          height to the edge of the seed image.  Then on the
+ *          anti-raster scan, the seed fills flat inside the
+ *          sombrero to the upper and left, and then out from the
+ *          rim as before.  The final result has a seed that is
+ *          flat outside the rim, and inside it fills the sombrero
+ *          but only up to 150.  If the rim height varies, the
+ *          filled seed outside the rim will be at the highest
+ *          point on the rim, which is a saddle point on the rim.
+ *      (3) Reference paper :
+ *            L. Vincent, Morphological grayscale reconstruction in image
+ *            analysis: applications and efficient algorithms, IEEE Transactions
+ *            on  Image Processing, vol. 2, no. 2, pp. 176-201, 1993.
+ */
+static void
+seedfillGrayLow(l_uint32  *datas,
+                l_int32    w,
+                l_int32    h,
+                l_int32    wpls,
+                l_uint32  *datam,
+                l_int32    wplm,
+                l_int32    connectivity)
+{
+l_uint8    val1, val2, val3, val4, val5, val6, val7, val8;
+l_uint8    val, maxval, maskval, boolval;
+l_int32    i, j, imax, jmax, queue_size;
+l_uint32  *lines, *linem;
+L_PIXEL *pixel;
+L_QUEUE  *lq_pixel;
+
+    PROCNAME("seedfillGrayLow");
+
+    if (connectivity != 4 && connectivity != 8) {
+        L_ERROR("connectivity must be 4 or 8\n", procName);
+        return;
+    }
+
+    imax = h - 1;
+    jmax = w - 1;
+
+        /* In the worst case, most of the pixels could be pushed
+         * onto the FIFO queue during anti-raster scan.  However this
+         * will rarely happen, and we initialize the queue ptr size to
+         * the image perimeter. */
+    lq_pixel = lqueueCreate(2 * (w + h));
+
+    switch (connectivity)
+    {
+    case 4:
+            /* UL --> LR scan  (Raster Order)
+             * If I : mask image
+             *    J : marker image
+             * Let p be the currect pixel;
+             * J(p) <- (max{J(p) union J(p) neighbors in raster order})
+             *          intersection I(p) */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i > 0)
+                        maxval = GET_DATA_BYTE(lines - wpls, j);
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+                }
+            }
+        }
+
+            /* LR --> UL scan (anti-raster order)
+             * Let p be the currect pixel;
+             * J(p) <- (max{J(p) union J(p) neighbors in anti-raster order})
+             *          intersection I(p) */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                boolval = FALSE;
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i < imax)
+                        maxval = GET_DATA_BYTE(lines + wpls, j);
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+
+                        /*
+                         * If there exists a point (q) which belongs to J(p)
+                         * neighbors in anti-raster order such that J(q) < J(p)
+                         * and J(q) < I(q) then
+                         * fifo_add(p) */
+                    if (i < imax) {
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        if ((val7 < val) &&
+                            (val7 < GET_DATA_BYTE(linem + wplm, j))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        if (!boolval && (val5 < val) &&
+                            (val5 < GET_DATA_BYTE(linem, j + 1))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (boolval) {
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+        }
+
+            /* Propagation step:
+             *        while fifo_empty = false
+             *          p <- fifo_first()
+             *          for every pixel (q) belong to neighbors of (p)
+             *            if J(q) < J(p) and I(q) != J(q)
+             *              J(q) <- min(J(p), I(q));
+             *              fifo_add(q);
+             *            end
+             *          end
+             *        end */
+        queue_size = lqueueGetCount(lq_pixel);
+        while (queue_size) {
+            pixel = (L_PIXEL *)lqueueRemove(lq_pixel);
+            i = pixel->x;
+            j = pixel->y;
+            LEPT_FREE(pixel);
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+
+            if ((val = GET_DATA_BYTE(lines, j)) > 0) {
+                if (i > 0) {
+                    val2 = GET_DATA_BYTE(lines - wpls, j);
+                    maskval = GET_DATA_BYTE(linem - wplm, j);
+                    if (val > val2 && val2 != maskval) {
+                        SET_DATA_BYTE(lines - wpls, j, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i - 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+
+                }
+                if (j > 0) {
+                    val4 = GET_DATA_BYTE(lines, j - 1);
+                    maskval = GET_DATA_BYTE(linem, j - 1);
+                    if (val > val4 && val4 != maskval) {
+                        SET_DATA_BYTE(lines, j - 1, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j - 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (i < imax) {
+                    val7 = GET_DATA_BYTE(lines + wpls, j);
+                    maskval = GET_DATA_BYTE(linem + wplm, j);
+                    if (val > val7 && val7 != maskval) {
+                        SET_DATA_BYTE(lines + wpls, j, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i + 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (j < jmax) {
+                    val5 = GET_DATA_BYTE(lines, j + 1);
+                    maskval = GET_DATA_BYTE(linem, j + 1);
+                    if (val > val5 && val5 != maskval) {
+                        SET_DATA_BYTE(lines, j + 1, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j + 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+
+            queue_size = lqueueGetCount(lq_pixel);
+        }
+
+        break;
+
+    case 8:
+            /* UL --> LR scan  (Raster Order)
+             * If I : mask image
+             *    J : marker image
+             * Let p be the currect pixel;
+             * J(p) <- (max{J(p) union J(p) neighbors in raster order})
+             *          intersection I(p) */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i > 0) {
+                        if (j > 0)
+                            maxval = GET_DATA_BYTE(lines - wpls, j - 1);
+                        if (j < jmax) {
+                            val3 = GET_DATA_BYTE(lines - wpls, j + 1);
+                            maxval = L_MAX(maxval, val3);
+                        }
+                        val2 = GET_DATA_BYTE(lines - wpls, j);
+                        maxval = L_MAX(maxval, val2);
+                    }
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+                }
+            }
+        }
+
+            /* LR --> UL scan (anti-raster order)
+             * Let p be the currect pixel;
+             * J(p) <- (max{J(p) union J(p) neighbors in anti-raster order})
+             *          intersection I(p) */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                boolval = FALSE;
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i < imax) {
+                        if (j > 0) {
+                            maxval = GET_DATA_BYTE(lines + wpls, j - 1);
+                        }
+                        if (j < jmax) {
+                            val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                            maxval = L_MAX(maxval, val8);
+                        }
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        maxval = L_MAX(maxval, val7);
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+
+                        /* If there exists a point (q) which belongs to J(p)
+                         * neighbors in anti-raster order such that J(q) < J(p)
+                         * and J(q) < I(q) then
+                         * fifo_add(p) */
+                    if (i < imax) {
+                        if (j > 0) {
+                            val6 = GET_DATA_BYTE(lines + wpls, j - 1);
+                            if ((val6 < val) &&
+                                (val6 < GET_DATA_BYTE(linem + wplm, j - 1))) {
+                                boolval = TRUE;
+                            }
+                        }
+                        if (j < jmax) {
+                            val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                            if (!boolval && (val8 < val) &&
+                                (val8 < GET_DATA_BYTE(linem + wplm, j + 1))) {
+                                boolval = TRUE;
+                            }
+                        }
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        if (!boolval && (val7 < val) &&
+                            (val7 < GET_DATA_BYTE(linem + wplm, j))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        if (!boolval && (val5 < val) &&
+                            (val5 < GET_DATA_BYTE(linem, j + 1))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (boolval) {
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+        }
+
+            /* Propagation step:
+             *        while fifo_empty = false
+             *          p <- fifo_first()
+             *          for every pixel (q) belong to neighbors of (p)
+             *            if J(q) < J(p) and I(q) != J(q)
+             *              J(q) <- min(J(p), I(q));
+             *              fifo_add(q);
+             *            end
+             *          end
+             *        end */
+        queue_size = lqueueGetCount(lq_pixel);
+        while (queue_size) {
+            pixel = (L_PIXEL *)lqueueRemove(lq_pixel);
+            i = pixel->x;
+            j = pixel->y;
+            LEPT_FREE(pixel);
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+
+            if ((val = GET_DATA_BYTE(lines, j)) > 0) {
+                if (i > 0) {
+                    if (j > 0) {
+                        val1 = GET_DATA_BYTE(lines - wpls, j - 1);
+                        maskval = GET_DATA_BYTE(linem - wplm, j - 1);
+                        if (val > val1 && val1 != maskval) {
+                            SET_DATA_BYTE(lines - wpls, j - 1,
+                                          L_MIN(val, maskval));
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i - 1;
+                            pixel->y = j - 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    if (j < jmax) {
+                        val3 = GET_DATA_BYTE(lines - wpls, j + 1);
+                        maskval = GET_DATA_BYTE(linem - wplm, j + 1);
+                        if (val > val3 && val3 != maskval) {
+                            SET_DATA_BYTE(lines - wpls, j + 1,
+                                          L_MIN(val, maskval));
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i - 1;
+                            pixel->y = j + 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    val2 = GET_DATA_BYTE(lines - wpls, j);
+                    maskval = GET_DATA_BYTE(linem - wplm, j);
+                    if (val > val2 && val2 != maskval) {
+                        SET_DATA_BYTE(lines - wpls, j, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i - 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+
+                }
+                if (j > 0) {
+                    val4 = GET_DATA_BYTE(lines, j - 1);
+                    maskval = GET_DATA_BYTE(linem, j - 1);
+                    if (val > val4 && val4 != maskval) {
+                        SET_DATA_BYTE(lines, j - 1, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j - 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (i < imax) {
+                    if (j > 0) {
+                        val6 = GET_DATA_BYTE(lines + wpls, j - 1);
+                        maskval = GET_DATA_BYTE(linem + wplm, j - 1);
+                        if (val > val6 && val6 != maskval) {
+                            SET_DATA_BYTE(lines + wpls, j - 1,
+                                          L_MIN(val, maskval));
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i + 1;
+                            pixel->y = j - 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    if (j < jmax) {
+                        val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                        maskval = GET_DATA_BYTE(linem + wplm, j + 1);
+                        if (val > val8 && val8 != maskval) {
+                            SET_DATA_BYTE(lines + wpls, j + 1,
+                                          L_MIN(val, maskval));
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i + 1;
+                            pixel->y = j + 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    val7 = GET_DATA_BYTE(lines + wpls, j);
+                    maskval = GET_DATA_BYTE(linem + wplm, j);
+                    if (val > val7 && val7 != maskval) {
+                        SET_DATA_BYTE(lines + wpls, j, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i + 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (j < jmax) {
+                    val5 = GET_DATA_BYTE(lines, j + 1);
+                    maskval = GET_DATA_BYTE(linem, j + 1);
+                    if (val > val5 && val5 != maskval) {
+                        SET_DATA_BYTE(lines, j + 1, L_MIN(val, maskval));
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j + 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+
+            queue_size = lqueueGetCount(lq_pixel);
+        }
+        break;
+
+    default:
+        L_ERROR("shouldn't get here!\n", procName);
+        break;
+    }
+
+    lqueueDestroy(&lq_pixel, TRUE);
+}
+
+
+/*!
+ * \brief   seedfillGrayInvLow()
+ *
+ *  Notes:
+ *      (1) The pixels are numbered as follows:
+ *              1  2  3
+ *              4  x  5
+ *              6  7  8
+ *          This low-level filling operation consists of two scans,
+ *          raster and anti-raster, covering the entire seed image.
+ *          During the anti-raster scan, every pixel p such that its
+ *          current value could still be propagated during the next
+ *          raster scanning is put into the FIFO-queue.
+ *          Next step is the propagation step where where we update
+ *          and propagate the values using FIFO structure created in
+ *          anti-raster scan.
+ *      (2) The "Inv" signifies the fact that in this case, filling
+ *          of the seed only takes place when the seed value is
+ *          greater than the mask value.  The mask will act to stop
+ *          the fill when it is higher than the seed level.  (This is
+ *          in contrast to conventional grayscale filling where the
+ *          seed always fills below the mask.)
+ *      (3) An example of use is a basin, described by the mask (pixm),
+ *          where within the basin, the seed pix (pixs) gets filled to the
+ *          height of the highest seed pixel that is above its
+ *          corresponding max pixel.  Filling occurs while the
+ *          propagating seed pixels in pixs are larger than the
+ *          corresponding mask values in pixm.
+ *      (4) Reference paper :
+ *            L. Vincent, Morphological grayscale reconstruction in image
+ *            analysis: applications and efficient algorithms, IEEE Transactions
+ *            on  Image Processing, vol. 2, no. 2, pp. 176-201, 1993.
+ */
+static void
+seedfillGrayInvLow(l_uint32  *datas,
+                   l_int32    w,
+                   l_int32    h,
+                   l_int32    wpls,
+                   l_uint32  *datam,
+                   l_int32    wplm,
+                   l_int32    connectivity)
+{
+l_uint8    val1, val2, val3, val4, val5, val6, val7, val8;
+l_uint8    val, maxval, maskval, boolval;
+l_int32    i, j, imax, jmax, queue_size;
+l_uint32  *lines, *linem;
+L_PIXEL *pixel;
+L_QUEUE  *lq_pixel;
+
+    PROCNAME("seedfillGrayInvLow");
+
+    if (connectivity != 4 && connectivity != 8) {
+        L_ERROR("connectivity must be 4 or 8\n", procName);
+        return;
+    }
+
+    imax = h - 1;
+    jmax = w - 1;
+
+        /* In the worst case, most of the pixels could be pushed
+         * onto the FIFO queue during anti-raster scan.  However this
+         * will rarely happen, and we initialize the queue ptr size to
+         * the image perimeter. */
+    lq_pixel = lqueueCreate(2 * (w + h));
+
+    switch (connectivity)
+    {
+    case 4:
+            /* UL --> LR scan  (Raster Order)
+             * If I : mask image
+             *    J : marker image
+             * Let p be the currect pixel;
+             * tmp <- max{J(p) union J(p) neighbors in raster order}
+             * if (tmp > I(p))
+             *   J(p) <- tmp
+             * end */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    maxval = GET_DATA_BYTE(lines, j);
+                    if (i > 0) {
+                        val2 = GET_DATA_BYTE(lines - wpls, j);
+                        maxval = L_MAX(maxval, val2);
+                    }
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                }
+            }
+        }
+
+            /* LR --> UL scan (anti-raster order)
+             * If I : mask image
+             *    J : marker image
+             * Let p be the currect pixel;
+             * tmp <- max{J(p) union J(p) neighbors in anti-raster order}
+             * if (tmp > I(p))
+             *   J(p) <- tmp
+             * end */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                boolval = FALSE;
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    val = maxval = GET_DATA_BYTE(lines, j);
+                    if (i < imax) {
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        maxval = L_MAX(maxval, val7);
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                    val = GET_DATA_BYTE(lines, j);
+
+                        /*
+                         * If there exists a point (q) which belongs to J(p)
+                         * neighbors in anti-raster order such that J(q) < J(p)
+                         * and J(p) > I(q) then
+                         * fifo_add(p) */
+                    if (i < imax) {
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        if ((val7 < val) &&
+                            (val > GET_DATA_BYTE(linem + wplm, j))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        if (!boolval && (val5 < val) &&
+                            (val > GET_DATA_BYTE(linem, j + 1))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (boolval) {
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+        }
+
+            /* Propagation step:
+             *        while fifo_empty = false
+             *          p <- fifo_first()
+             *          for every pixel (q) belong to neighbors of (p)
+             *            if J(q) < J(p) and J(p) > I(q)
+             *              J(q) <- min(J(p), I(q));
+             *              fifo_add(q);
+             *            end
+             *          end
+             *        end */
+        queue_size = lqueueGetCount(lq_pixel);
+        while (queue_size) {
+            pixel = (L_PIXEL *)lqueueRemove(lq_pixel);
+            i = pixel->x;
+            j = pixel->y;
+            LEPT_FREE(pixel);
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+
+            if ((val = GET_DATA_BYTE(lines, j)) > 0) {
+                if (i > 0) {
+                    val2 = GET_DATA_BYTE(lines - wpls, j);
+                    maskval = GET_DATA_BYTE(linem - wplm, j);
+                    if (val > val2 && val > maskval) {
+                        SET_DATA_BYTE(lines - wpls, j, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i - 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+
+                }
+                if (j > 0) {
+                    val4 = GET_DATA_BYTE(lines, j - 1);
+                    maskval = GET_DATA_BYTE(linem, j - 1);
+                    if (val > val4 && val > maskval) {
+                        SET_DATA_BYTE(lines, j - 1, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j - 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (i < imax) {
+                    val7 = GET_DATA_BYTE(lines + wpls, j);
+                    maskval = GET_DATA_BYTE(linem + wplm, j);
+                    if (val > val7 && val > maskval) {
+                        SET_DATA_BYTE(lines + wpls, j, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i + 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (j < jmax) {
+                    val5 = GET_DATA_BYTE(lines, j + 1);
+                    maskval = GET_DATA_BYTE(linem, j + 1);
+                    if (val > val5 && val > maskval) {
+                        SET_DATA_BYTE(lines, j + 1, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j + 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+
+            queue_size = lqueueGetCount(lq_pixel);
+        }
+
+        break;
+
+    case 8:
+            /* UL --> LR scan  (Raster Order)
+             * If I : mask image
+             *    J : marker image
+             * Let p be the currect pixel;
+             * tmp <- max{J(p) union J(p) neighbors in raster order}
+             * if (tmp > I(p))
+             *   J(p) <- tmp
+             * end */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    maxval = GET_DATA_BYTE(lines, j);
+                    if (i > 0) {
+                        if (j > 0) {
+                            val1 = GET_DATA_BYTE(lines - wpls, j - 1);
+                            maxval = L_MAX(maxval, val1);
+                        }
+                        if (j < jmax) {
+                            val3 = GET_DATA_BYTE(lines - wpls, j + 1);
+                            maxval = L_MAX(maxval, val3);
+                        }
+                        val2 = GET_DATA_BYTE(lines - wpls, j);
+                        maxval = L_MAX(maxval, val2);
+                    }
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                }
+            }
+        }
+
+            /* LR --> UL scan (anti-raster order)
+             * If I : mask image
+             *    J : marker image
+             * Let p be the currect pixel;
+             * tmp <- max{J(p) union J(p) neighbors in anti-raster order}
+             * if (tmp > I(p))
+             *   J(p) <- tmp
+             * end */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                boolval = FALSE;
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    maxval = GET_DATA_BYTE(lines, j);
+                    if (i < imax) {
+                        if (j > 0) {
+                            val6 = GET_DATA_BYTE(lines + wpls, j - 1);
+                            maxval = L_MAX(maxval, val6);
+                        }
+                        if (j < jmax) {
+                            val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                            maxval = L_MAX(maxval, val8);
+                        }
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        maxval = L_MAX(maxval, val7);
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                    val = GET_DATA_BYTE(lines, j);
+
+                        /*
+                         * If there exists a point (q) which belongs to J(p)
+                         * neighbors in anti-raster order such that J(q) < J(p)
+                         * and J(p) > I(q) then
+                         * fifo_add(p) */
+                    if (i < imax) {
+                        if (j > 0) {
+                            val6 = GET_DATA_BYTE(lines + wpls, j - 1);
+                            if ((val6 < val) &&
+                                (val > GET_DATA_BYTE(linem + wplm, j - 1))) {
+                                boolval = TRUE;
+                            }
+                        }
+                        if (j < jmax) {
+                            val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                            if (!boolval && (val8 < val) &&
+                                (val > GET_DATA_BYTE(linem + wplm, j + 1))) {
+                                boolval = TRUE;
+                            }
+                        }
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        if (!boolval && (val7 < val) &&
+                            (val > GET_DATA_BYTE(linem + wplm, j))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        if (!boolval && (val5 < val) &&
+                            (val > GET_DATA_BYTE(linem, j + 1))) {
+                            boolval = TRUE;
+                        }
+                    }
+                    if (boolval) {
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+        }
+
+            /* Propagation step:
+             *        while fifo_empty = false
+             *          p <- fifo_first()
+             *          for every pixel (q) belong to neighbors of (p)
+             *            if J(q) < J(p) and J(p) > I(q)
+             *              J(q) <- min(J(p), I(q));
+             *              fifo_add(q);
+             *            end
+             *          end
+             *        end */
+        queue_size = lqueueGetCount(lq_pixel);
+        while (queue_size) {
+            pixel = (L_PIXEL *)lqueueRemove(lq_pixel);
+            i = pixel->x;
+            j = pixel->y;
+            LEPT_FREE(pixel);
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+
+            if ((val = GET_DATA_BYTE(lines, j)) > 0) {
+                if (i > 0) {
+                    if (j > 0) {
+                        val1 = GET_DATA_BYTE(lines - wpls, j - 1);
+                        maskval = GET_DATA_BYTE(linem - wplm, j - 1);
+                        if (val > val1 && val > maskval) {
+                            SET_DATA_BYTE(lines - wpls, j - 1, val);
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i - 1;
+                            pixel->y = j - 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    if (j < jmax) {
+                        val3 = GET_DATA_BYTE(lines - wpls, j + 1);
+                        maskval = GET_DATA_BYTE(linem - wplm, j + 1);
+                        if (val > val3 && val > maskval) {
+                            SET_DATA_BYTE(lines - wpls, j + 1, val);
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i - 1;
+                            pixel->y = j + 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    val2 = GET_DATA_BYTE(lines - wpls, j);
+                    maskval = GET_DATA_BYTE(linem - wplm, j);
+                    if (val > val2 && val > maskval) {
+                        SET_DATA_BYTE(lines - wpls, j, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i - 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+
+                }
+                if (j > 0) {
+                    val4 = GET_DATA_BYTE(lines, j - 1);
+                    maskval = GET_DATA_BYTE(linem, j - 1);
+                    if (val > val4 && val > maskval) {
+                        SET_DATA_BYTE(lines, j - 1, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j - 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (i < imax) {
+                    if (j > 0) {
+                        val6 = GET_DATA_BYTE(lines + wpls, j - 1);
+                        maskval = GET_DATA_BYTE(linem + wplm, j - 1);
+                        if (val > val6 && val > maskval) {
+                            SET_DATA_BYTE(lines + wpls, j - 1, val);
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i + 1;
+                            pixel->y = j - 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    if (j < jmax) {
+                        val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                        maskval = GET_DATA_BYTE(linem + wplm, j + 1);
+                        if (val > val8 && val > maskval) {
+                            SET_DATA_BYTE(lines + wpls, j + 1, val);
+                            pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                            pixel->x = i + 1;
+                            pixel->y = j + 1;
+                            lqueueAdd(lq_pixel, pixel);
+                        }
+                    }
+                    val7 = GET_DATA_BYTE(lines + wpls, j);
+                    maskval = GET_DATA_BYTE(linem + wplm, j);
+                    if (val > val7 && val > maskval) {
+                        SET_DATA_BYTE(lines + wpls, j, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i + 1;
+                        pixel->y = j;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+                if (j < jmax) {
+                    val5 = GET_DATA_BYTE(lines, j + 1);
+                    maskval = GET_DATA_BYTE(linem, j + 1);
+                    if (val > val5 && val > maskval) {
+                        SET_DATA_BYTE(lines, j + 1, val);
+                        pixel = (L_PIXEL *)LEPT_CALLOC(1, sizeof(L_PIXEL));
+                        pixel->x = i;
+                        pixel->y = j + 1;
+                        lqueueAdd(lq_pixel, pixel);
+                    }
+                }
+            }
+
+            queue_size = lqueueGetCount(lq_pixel);
+        }
+        break;
+
+    default:
+        L_ERROR("shouldn't get here!\n", procName);
+        break;
+    }
+
+    lqueueDestroy(&lq_pixel, TRUE);
+}
+
+
+/*-----------------------------------------------------------------------*
+ *             Vincent's Iterative Grayscale Seedfill method             *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixSeedfillGraySimple()
+ *
+ * \param[in]    pixs           8 bpp seed; filled in place
+ * \param[in]    pixm           8 bpp filling mask
+ * \param[in]    connectivity   4 or 8
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place filling operation on the seed, pixs,
+ *          where the clipping mask is always above or at the level
+ *          of the seed as it is filled.
+ *      (2) For details of the operation, see the description in
+ *          seedfillGrayLowSimple() and the code there.
+ *      (3) As an example of use, see the description in pixHDome().
+ *          There, the seed is an image where each pixel is a fixed
+ *          amount smaller than the corresponding mask pixel.
+ *      (4) Reference paper :
+ *            L. Vincent, Morphological grayscale reconstruction in image
+ *            analysis: applications and efficient algorithms, IEEE Transactions
+ *            on  Image Processing, vol. 2, no. 2, pp. 176-201, 1993.
+ * 

+ */
+l_ok
+pixSeedfillGraySimple(PIX     *pixs,
+                      PIX     *pixm,
+                      l_int32  connectivity)
+{
+l_int32    i, h, w, wpls, wplm, boolval;
+l_uint32  *datas, *datam;
+PIX       *pixt;
+
+    PROCNAME("pixSeedfillGraySimple");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 8)
+        return ERROR_INT("pixm not defined or not 8 bpp", procName, 1);
+    if (connectivity != 4 && connectivity != 8)
+        return ERROR_INT("connectivity not in {4,8}", procName, 1);
+
+        /* Make sure the sizes of seed and mask images are the same */
+    if (pixSizesEqual(pixs, pixm) == 0)
+        return ERROR_INT("pixs and pixm sizes differ", procName, 1);
+
+        /* This is used to test for completion */
+    if ((pixt = pixCreateTemplate(pixs)) == NULL)
+        return ERROR_INT("pixt not made", procName, 1);
+
+    datas = pixGetData(pixs);
+    datam = pixGetData(pixm);
+    wpls = pixGetWpl(pixs);
+    wplm = pixGetWpl(pixm);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    for (i = 0; i < MaxIters; i++) {
+        pixCopy(pixt, pixs);
+        seedfillGrayLowSimple(datas, w, h, wpls, datam, wplm, connectivity);
+        pixEqual(pixs, pixt, &boolval);
+        if (boolval == 1) {
+#if DEBUG_PRINT_ITERS
+            L_INFO("Gray seed fill converged: %d iters\n", procName, i + 1);
+#endif  /* DEBUG_PRINT_ITERS */
+            break;
+        }
+    }
+
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSeedfillGrayInvSimple()
+ *
+ * \param[in]    pixs           8 bpp seed; filled in place
+ * \param[in]    pixm           8 bpp filling mask
+ * \param[in]    connectivity   4 or 8
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place filling operation on the seed, pixs,
+ *          where the clipping mask is always below or at the level
+ *          of the seed as it is filled.  Think of filling up a basin
+ *          to a particular level, given by the maximum seed value
+ *          in the basin.  Outside the filled region, the mask
+ *          is above the filling level.
+ *      (2) Contrast this with pixSeedfillGraySimple(), where the clipping mask
+ *          is always above or at the level of the fill.  An example
+ *          of its use is the hdome fill, where the seed is an image
+ *          where each pixel is a fixed amount smaller than the
+ *          corresponding mask pixel.
+ * 

+ */
+l_ok
+pixSeedfillGrayInvSimple(PIX     *pixs,
+                         PIX     *pixm,
+                         l_int32  connectivity)
+{
+l_int32    i, h, w, wpls, wplm, boolval;
+l_uint32  *datas, *datam;
+PIX       *pixt;
+
+    PROCNAME("pixSeedfillGrayInvSimple");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 8)
+        return ERROR_INT("pixm not defined or not 8 bpp", procName, 1);
+    if (connectivity != 4 && connectivity != 8)
+        return ERROR_INT("connectivity not in {4,8}", procName, 1);
+
+        /* Make sure the sizes of seed and mask images are the same */
+    if (pixSizesEqual(pixs, pixm) == 0)
+        return ERROR_INT("pixs and pixm sizes differ", procName, 1);
+
+        /* This is used to test for completion */
+    if ((pixt = pixCreateTemplate(pixs)) == NULL)
+        return ERROR_INT("pixt not made", procName, 1);
+
+    datas = pixGetData(pixs);
+    datam = pixGetData(pixm);
+    wpls = pixGetWpl(pixs);
+    wplm = pixGetWpl(pixm);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    for (i = 0; i < MaxIters; i++) {
+        pixCopy(pixt, pixs);
+        seedfillGrayInvLowSimple(datas, w, h, wpls, datam, wplm, connectivity);
+        pixEqual(pixs, pixt, &boolval);
+        if (boolval == 1) {
+#if DEBUG_PRINT_ITERS
+            L_INFO("Gray seed fill converged: %d iters\n", procName, i + 1);
+#endif  /* DEBUG_PRINT_ITERS */
+            break;
+        }
+    }
+
+    pixDestroy(&pixt);
+    return 0;
+}
+
+
+/*!
+ * \brief   seedfillGrayLowSimple()
+ *
+ *  Notes:
+ *      (1) The pixels are numbered as follows:
+ *              1  2  3
+ *              4  x  5
+ *              6  7  8
+ *          This low-level filling operation consists of two scans,
+ *          raster and anti-raster, covering the entire seed image.
+ *          The caller typically iterates until the filling is
+ *          complete.
+ *      (2) The filling action can be visualized from the following example.
+ *          Suppose the mask, which clips the fill, is a sombrero-shaped
+ *          surface, where the highest point is 200 and the low pixels
+ *          around the rim are 30.  Beyond the rim, the mask goes up a bit.
+ *          Suppose the seed, which is filled, consists of a single point
+ *          of height 150, located below the max of the mask, with
+ *          the rest 0.  Then in the raster scan, nothing happens until
+ *          the high seed point is encountered, and then this value is
+ *          propagated right and down, until it hits the side of the
+ *          sombrero.   The seed can never exceed the mask, so it fills
+ *          to the rim, going lower along the mask surface.  When it
+ *          passes the rim, the seed continues to fill at the rim
+ *          height to the edge of the seed image.  Then on the
+ *          anti-raster scan, the seed fills flat inside the
+ *          sombrero to the upper and left, and then out from the
+ *          rim as before.  The final result has a seed that is
+ *          flat outside the rim, and inside it fills the sombrero
+ *          but only up to 150.  If the rim height varies, the
+ *          filled seed outside the rim will be at the highest
+ *          point on the rim, which is a saddle point on the rim.
+ */
+static void
+seedfillGrayLowSimple(l_uint32  *datas,
+                      l_int32    w,
+                      l_int32    h,
+                      l_int32    wpls,
+                      l_uint32  *datam,
+                      l_int32    wplm,
+                      l_int32    connectivity)
+{
+l_uint8    val2, val3, val4, val5, val7, val8;
+l_uint8    val, maxval, maskval;
+l_int32    i, j, imax, jmax;
+l_uint32  *lines, *linem;
+
+    PROCNAME("seedfillGrayLowSimple");
+
+    imax = h - 1;
+    jmax = w - 1;
+
+    switch (connectivity)
+    {
+    case 4:
+            /* UL --> LR scan */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i > 0)
+                        maxval = GET_DATA_BYTE(lines - wpls, j);
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i < imax)
+                        maxval = GET_DATA_BYTE(lines + wpls, j);
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+                }
+            }
+        }
+        break;
+
+    case 8:
+            /* UL --> LR scan */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i > 0) {
+                        if (j > 0)
+                            maxval = GET_DATA_BYTE(lines - wpls, j - 1);
+                        if (j < jmax) {
+                            val2 = GET_DATA_BYTE(lines - wpls, j + 1);
+                            maxval = L_MAX(maxval, val2);
+                        }
+                        val3 = GET_DATA_BYTE(lines - wpls, j);
+                        maxval = L_MAX(maxval, val3);
+                    }
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) > 0) {
+                    maxval = 0;
+                    if (i < imax) {
+                        if (j > 0)
+                            maxval = GET_DATA_BYTE(lines + wpls, j - 1);
+                        if (j < jmax) {
+                            val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                            maxval = L_MAX(maxval, val8);
+                        }
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        maxval = L_MAX(maxval, val7);
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    val = GET_DATA_BYTE(lines, j);
+                    maxval = L_MAX(maxval, val);
+                    val = L_MIN(maxval, maskval);
+                    SET_DATA_BYTE(lines, j, val);
+                }
+            }
+        }
+        break;
+
+    default:
+        L_ERROR("connectivity must be 4 or 8\n", procName);
+    }
+}
+
+
+/*!
+ * \brief   seedfillGrayInvLowSimple()
+ *
+ *  Notes:
+ *      (1) The pixels are numbered as follows:
+ *              1  2  3
+ *              4  x  5
+ *              6  7  8
+ *          This low-level filling operation consists of two scans,
+ *          raster and anti-raster, covering the entire seed image.
+ *          The caller typically iterates until the filling is
+ *          complete.
+ *      (2) The "Inv" signifies the fact that in this case, filling
+ *          of the seed only takes place when the seed value is
+ *          greater than the mask value.  The mask will act to stop
+ *          the fill when it is higher than the seed level.  (This is
+ *          in contrast to conventional grayscale filling where the
+ *          seed always fills below the mask.)
+ *      (3) An example of use is a basin, described by the mask (pixm),
+ *          where within the basin, the seed pix (pixs) gets filled to the
+ *          height of the highest seed pixel that is above its
+ *          corresponding max pixel.  Filling occurs while the
+ *          propagating seed pixels in pixs are larger than the
+ *          corresponding mask values in pixm.
+ */
+static void
+seedfillGrayInvLowSimple(l_uint32  *datas,
+                         l_int32    w,
+                         l_int32    h,
+                         l_int32    wpls,
+                         l_uint32  *datam,
+                         l_int32    wplm,
+                         l_int32    connectivity)
+{
+l_uint8    val1, val2, val3, val4, val5, val6, val7, val8;
+l_uint8    maxval, maskval;
+l_int32    i, j, imax, jmax;
+l_uint32  *lines, *linem;
+
+    PROCNAME("seedfillGrayInvLowSimple");
+
+    imax = h - 1;
+    jmax = w - 1;
+
+    switch (connectivity)
+    {
+    case 4:
+            /* UL --> LR scan */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    maxval = GET_DATA_BYTE(lines, j);
+                    if (i > 0) {
+                        val2 = GET_DATA_BYTE(lines - wpls, j);
+                        maxval = L_MAX(maxval, val2);
+                    }
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    maxval = GET_DATA_BYTE(lines, j);
+                    if (i < imax) {
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        maxval = L_MAX(maxval, val7);
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                }
+            }
+        }
+        break;
+
+    case 8:
+            /* UL --> LR scan */
+        for (i = 0; i < h; i++) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = 0; j < w; j++) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    maxval = GET_DATA_BYTE(lines, j);
+                    if (i > 0) {
+                        if (j > 0) {
+                            val1 = GET_DATA_BYTE(lines - wpls, j - 1);
+                            maxval = L_MAX(maxval, val1);
+                        }
+                        if (j < jmax) {
+                            val2 = GET_DATA_BYTE(lines - wpls, j + 1);
+                            maxval = L_MAX(maxval, val2);
+                        }
+                        val3 = GET_DATA_BYTE(lines - wpls, j);
+                        maxval = L_MAX(maxval, val3);
+                    }
+                    if (j > 0) {
+                        val4 = GET_DATA_BYTE(lines, j - 1);
+                        maxval = L_MAX(maxval, val4);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = imax; i >= 0; i--) {
+            lines = datas + i * wpls;
+            linem = datam + i * wplm;
+            for (j = jmax; j >= 0; j--) {
+                if ((maskval = GET_DATA_BYTE(linem, j)) < 255) {
+                    maxval = GET_DATA_BYTE(lines, j);
+                    if (i < imax) {
+                        if (j > 0) {
+                            val6 = GET_DATA_BYTE(lines + wpls, j - 1);
+                            maxval = L_MAX(maxval, val6);
+                        }
+                        if (j < jmax) {
+                            val8 = GET_DATA_BYTE(lines + wpls, j + 1);
+                            maxval = L_MAX(maxval, val8);
+                        }
+                        val7 = GET_DATA_BYTE(lines + wpls, j);
+                        maxval = L_MAX(maxval, val7);
+                    }
+                    if (j < jmax) {
+                        val5 = GET_DATA_BYTE(lines, j + 1);
+                        maxval = L_MAX(maxval, val5);
+                    }
+                    if (maxval > maskval)
+                        SET_DATA_BYTE(lines, j, maxval);
+                }
+            }
+        }
+        break;
+
+    default:
+        L_ERROR("connectivity must be 4 or 8\n", procName);
+    }
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                         Gray seedfill variations                      *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixSeedfillGrayBasin()
+ *
+ * \param[in]    pixb           binary mask giving seed locations
+ * \param[in]    pixm           8 bpp basin-type filling mask
+ * \param[in]    delta          amount of seed value above mask
+ * \param[in]    connectivity   4 or 8
+ * \return  pixd filled seed if OK, NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This fills from a seed within basins defined by a filling mask.
+ *          The seed value(s) are greater than the corresponding
+ *          filling mask value, and the result has the bottoms of
+ *          the basins raised by the initial seed value.
+ *      (2) The seed has value 255 except where pixb has fg (1), which
+ *          are the seed 'locations'.  At the seed locations, the seed
+ *          value is the corresponding value of the mask pixel in pixm
+ *          plus %delta.  If %delta == 0, we return a copy of pixm.
+ *      (3) The actual filling is done using the standard grayscale filling
+ *          operation on the inverse of the mask and using the inverse
+ *          of the seed image.  After filling, we return the inverse of
+ *          the filled seed.
+ *      (4) As an example of use: pixm can describe a grayscale image
+ *          of text, where the (dark) text pixels are basins of
+ *          low values; pixb can identify the local minima in pixm (say, at
+ *          the bottom of the basins); and delta is the amount that we wish
+ *          to raise (lighten) the basins.  We construct the seed
+ *          (a.k.a marker) image from pixb, pixm and %delta.
+ * 

+ */
+PIX *
+pixSeedfillGrayBasin(PIX     *pixb,
+                     PIX     *pixm,
+                     l_int32  delta,
+                     l_int32  connectivity)
+{
+PIX  *pixbi, *pixmi, *pixsd;
+
+    PROCNAME("pixSeedfillGrayBasin");
+
+    if (!pixb || pixGetDepth(pixb) != 1)
+        return (PIX *)ERROR_PTR("pixb undefined or not 1 bpp", procName, NULL);
+    if (!pixm || pixGetDepth(pixm) != 8)
+        return (PIX *)ERROR_PTR("pixm undefined or not 8 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not in {4,8}", procName, NULL);
+
+    if (delta <= 0) {
+        L_WARNING("delta <= 0; returning a copy of pixm\n", procName);
+        return pixCopy(NULL, pixm);
+    }
+
+        /* Add delta to every pixel in pixm */
+    pixsd = pixCopy(NULL, pixm);
+    pixAddConstantGray(pixsd, delta);
+
+        /* Prepare the seed.  Write 255 in all pixels of
+         * ([pixm] + delta) where pixb is 0. */
+    pixbi = pixInvert(NULL, pixb);
+    pixSetMasked(pixsd, pixbi, 255);
+
+        /* Fill the inverse seed, using the inverse clipping mask */
+    pixmi = pixInvert(NULL, pixm);
+    pixInvert(pixsd, pixsd);
+    pixSeedfillGray(pixsd, pixmi, connectivity);
+
+        /* Re-invert the filled seed */
+    pixInvert(pixsd, pixsd);
+
+    pixDestroy(&pixbi);
+    pixDestroy(&pixmi);
+    return pixsd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                   Vincent's Distance Function method                  *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixDistanceFunction()
+ *
+ * \param[in]    pixs           1 bpp
+ * \param[in]    connectivity   4 or 8
+ * \param[in]    outdepth       8 or 16 bits for pixd
+ * \param[in]    boundcond      L_BOUNDARY_BG, L_BOUNDARY_FG
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This computes the distance of each pixel from the nearest
+ *          background pixel.  All bg pixels therefore have a distance of 0,
+ *          and the fg pixel distances increase linearly from 1 at the
+ *          boundary.  It can also be used to compute the distance of
+ *          each pixel from the nearest fg pixel, by inverting the input
+ *          image before calling this function.  Then all fg pixels have
+ *          a distance 0 and the bg pixel distances increase linearly
+ *          from 1 at the boundary.
+ *      (2) The algorithm, described in Leptonica on the page on seed
+ *          filling and connected components, is due to Luc Vincent.
+ *          In brief, we generate an 8 or 16 bpp image, initialized
+ *          with the fg pixels of the input pix set to 1 and the
+ *          1-boundary pixels (i.e., the boundary pixels of width 1 on
+ *          the four sides set as either:
+ *            * L_BOUNDARY_BG: 0
+ *            * L_BOUNDARY_FG:  max
+ *          where max = 0xff for 8 bpp and 0xffff for 16 bpp.
+ *          Then do raster/anti-raster sweeps over all pixels interior
+ *          to the 1-boundary, where the value of each new pixel is
+ *          taken to be 1 more than the minimum of the previously-seen
+ *          connected pixels (using either 4 or 8 connectivity).
+ *          Finally, set the 1-boundary pixels using the mirrored method;
+ *          this removes the max values there.
+ *      (3) Using L_BOUNDARY_BG clamps the distance to 0 at the
+ *          boundary.  Using L_BOUNDARY_FG allows the distance
+ *          at the image boundary to "float".
+ *      (4) For 4-connected, one could initialize only the left and top
+ *          1-boundary pixels, and go all the way to the right
+ *          and bottom; then coming back reset left and top.  But we
+ *          instead use a method that works for both 4- and 8-connected.
+ * 

+ */
+PIX *
+pixDistanceFunction(PIX     *pixs,
+                    l_int32  connectivity,
+                    l_int32  outdepth,
+                    l_int32  boundcond)
+{
+l_int32    w, h, wpld;
+l_uint32  *datad;
+PIX       *pixd;
+
+    PROCNAME("pixDistanceFunction");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("!pixs or pixs not 1 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    if (outdepth != 8 && outdepth != 16)
+        return (PIX *)ERROR_PTR("outdepth not 8 or 16 bpp", procName, NULL);
+    if (boundcond != L_BOUNDARY_BG && boundcond != L_BOUNDARY_FG)
+        return (PIX *)ERROR_PTR("invalid boundcond", procName, NULL);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if ((pixd = pixCreate(w, h, outdepth)) == NULL)
+        return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+        /* Initialize the fg pixels to 1 and the bg pixels to 0 */
+    pixSetMasked(pixd, pixs, 1);
+
+    if (boundcond == L_BOUNDARY_BG) {
+        distanceFunctionLow(datad, w, h, outdepth, wpld, connectivity);
+    } else {  /* L_BOUNDARY_FG: set boundary pixels to max val */
+        pixRasterop(pixd, 0, 0, w, 1, PIX_SET, NULL, 0, 0);   /* top */
+        pixRasterop(pixd, 0, h - 1, w, 1, PIX_SET, NULL, 0, 0);   /* bot */
+        pixRasterop(pixd, 0, 0, 1, h, PIX_SET, NULL, 0, 0);   /* left */
+        pixRasterop(pixd, w - 1, 0, 1, h, PIX_SET, NULL, 0, 0);   /* right */
+
+        distanceFunctionLow(datad, w, h, outdepth, wpld, connectivity);
+
+            /* Set each boundary pixel equal to the pixel next to it */
+        pixSetMirroredBorder(pixd, 1, 1, 1, 1);
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   distanceFunctionLow()
+ */
+static void
+distanceFunctionLow(l_uint32  *datad,
+                    l_int32    w,
+                    l_int32    h,
+                    l_int32    d,
+                    l_int32    wpld,
+                    l_int32    connectivity)
+{
+l_int32    val1, val2, val3, val4, val5, val6, val7, val8, minval, val;
+l_int32    i, j, imax, jmax;
+l_uint32  *lined;
+
+    PROCNAME("distanceFunctionLow");
+
+        /* One raster scan followed by one anti-raster scan.
+         * This does not re-set the 1-boundary of pixels that
+         * were initialized to either 0 or maxval. */
+    imax = h - 1;
+    jmax = w - 1;
+    switch (connectivity)
+    {
+    case 4:
+        if (d == 8) {
+                /* UL --> LR scan */
+            for (i = 1; i < imax; i++) {
+                lined = datad + i * wpld;
+                for (j = 1; j < jmax; j++) {
+                    if ((val = GET_DATA_BYTE(lined, j)) > 0) {
+                        val2 = GET_DATA_BYTE(lined - wpld, j);
+                        val4 = GET_DATA_BYTE(lined, j - 1);
+                        minval = L_MIN(val2, val4);
+                        minval = L_MIN(minval, 254);
+                        SET_DATA_BYTE(lined, j, minval + 1);
+                    }
+                }
+            }
+
+                /* LR --> UL scan */
+            for (i = imax - 1; i > 0; i--) {
+                lined = datad + i * wpld;
+                for (j = jmax - 1; j > 0; j--) {
+                    if ((val = GET_DATA_BYTE(lined, j)) > 0) {
+                        val7 = GET_DATA_BYTE(lined + wpld, j);
+                        val5 = GET_DATA_BYTE(lined, j + 1);
+                        minval = L_MIN(val5, val7);
+                        minval = L_MIN(minval + 1, val);
+                        SET_DATA_BYTE(lined, j, minval);
+                    }
+                }
+            }
+        } else {  /* d == 16 */
+                /* UL --> LR scan */
+            for (i = 1; i < imax; i++) {
+                lined = datad + i * wpld;
+                for (j = 1; j < jmax; j++) {
+                    if ((val = GET_DATA_TWO_BYTES(lined, j)) > 0) {
+                        val2 = GET_DATA_TWO_BYTES(lined - wpld, j);
+                        val4 = GET_DATA_TWO_BYTES(lined, j - 1);
+                        minval = L_MIN(val2, val4);
+                        minval = L_MIN(minval, 0xfffe);
+                        SET_DATA_TWO_BYTES(lined, j, minval + 1);
+                    }
+                }
+            }
+
+                /* LR --> UL scan */
+            for (i = imax - 1; i > 0; i--) {
+                lined = datad + i * wpld;
+                for (j = jmax - 1; j > 0; j--) {
+                    if ((val = GET_DATA_TWO_BYTES(lined, j)) > 0) {
+                        val7 = GET_DATA_TWO_BYTES(lined + wpld, j);
+                        val5 = GET_DATA_TWO_BYTES(lined, j + 1);
+                        minval = L_MIN(val5, val7);
+                        minval = L_MIN(minval + 1, val);
+                        SET_DATA_TWO_BYTES(lined, j, minval);
+                    }
+                }
+            }
+        }
+        break;
+
+    case 8:
+        if (d == 8) {
+                /* UL --> LR scan */
+            for (i = 1; i < imax; i++) {
+                lined = datad + i * wpld;
+                for (j = 1; j < jmax; j++) {
+                    if ((val = GET_DATA_BYTE(lined, j)) > 0) {
+                        val1 = GET_DATA_BYTE(lined - wpld, j - 1);
+                        val2 = GET_DATA_BYTE(lined - wpld, j);
+                        val3 = GET_DATA_BYTE(lined - wpld, j + 1);
+                        val4 = GET_DATA_BYTE(lined, j - 1);
+                        minval = L_MIN(val1, val2);
+                        minval = L_MIN(minval, val3);
+                        minval = L_MIN(minval, val4);
+                        minval = L_MIN(minval, 254);
+                        SET_DATA_BYTE(lined, j, minval + 1);
+                    }
+                }
+            }
+
+                /* LR --> UL scan */
+            for (i = imax - 1; i > 0; i--) {
+                lined = datad + i * wpld;
+                for (j = jmax - 1; j > 0; j--) {
+                    if ((val = GET_DATA_BYTE(lined, j)) > 0) {
+                        val8 = GET_DATA_BYTE(lined + wpld, j + 1);
+                        val7 = GET_DATA_BYTE(lined + wpld, j);
+                        val6 = GET_DATA_BYTE(lined + wpld, j - 1);
+                        val5 = GET_DATA_BYTE(lined, j + 1);
+                        minval = L_MIN(val8, val7);
+                        minval = L_MIN(minval, val6);
+                        minval = L_MIN(minval, val5);
+                        minval = L_MIN(minval + 1, val);
+                        SET_DATA_BYTE(lined, j, minval);
+                    }
+                }
+            }
+        } else {  /* d == 16 */
+                /* UL --> LR scan */
+            for (i = 1; i < imax; i++) {
+                lined = datad + i * wpld;
+                for (j = 1; j < jmax; j++) {
+                    if ((val = GET_DATA_TWO_BYTES(lined, j)) > 0) {
+                        val1 = GET_DATA_TWO_BYTES(lined - wpld, j - 1);
+                        val2 = GET_DATA_TWO_BYTES(lined - wpld, j);
+                        val3 = GET_DATA_TWO_BYTES(lined - wpld, j + 1);
+                        val4 = GET_DATA_TWO_BYTES(lined, j - 1);
+                        minval = L_MIN(val1, val2);
+                        minval = L_MIN(minval, val3);
+                        minval = L_MIN(minval, val4);
+                        minval = L_MIN(minval, 0xfffe);
+                        SET_DATA_TWO_BYTES(lined, j, minval + 1);
+                    }
+                }
+            }
+
+                /* LR --> UL scan */
+            for (i = imax - 1; i > 0; i--) {
+                lined = datad + i * wpld;
+                for (j = jmax - 1; j > 0; j--) {
+                    if ((val = GET_DATA_TWO_BYTES(lined, j)) > 0) {
+                        val8 = GET_DATA_TWO_BYTES(lined + wpld, j + 1);
+                        val7 = GET_DATA_TWO_BYTES(lined + wpld, j);
+                        val6 = GET_DATA_TWO_BYTES(lined + wpld, j - 1);
+                        val5 = GET_DATA_TWO_BYTES(lined, j + 1);
+                        minval = L_MIN(val8, val7);
+                        minval = L_MIN(minval, val6);
+                        minval = L_MIN(minval, val5);
+                        minval = L_MIN(minval + 1, val);
+                        SET_DATA_TWO_BYTES(lined, j, minval);
+                    }
+                }
+            }
+        }
+        break;
+
+    default:
+        L_ERROR("connectivity must be 4 or 8\n", procName);
+        break;
+    }
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                Seed spread (based on distance function)               *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixSeedspread()
+ *
+ * \param[in]    pixs           8 bpp
+ * \param[in]    connectivity   4 or 8
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The raster/anti-raster method for implementing this filling
+ *          operation was suggested by Ray Smith.
+ *      (2) This takes an arbitrary set of nonzero pixels in pixs, which
+ *          can be sparse, and spreads (extrapolates) the values to
+ *          fill all the pixels in pixd with the nonzero value it is
+ *          closest to in pixs.  This is similar (though not completely
+ *          equivalent) to doing a Voronoi tiling of the image, with a
+ *          tile surrounding each pixel that has a nonzero value.
+ *          All pixels within a tile are then closer to its "central"
+ *          pixel than to any others.  Then assign the value of the
+ *          "central" pixel to each pixel in the tile.
+ *      (3) This is implemented by computing a distance function in parallel
+ *          with the fill.  The distance function uses free boundary
+ *          conditions (assumed maxval outside), and it controls the
+ *          propagation of the pixels in pixd away from the nonzero
+ *          (seed) values.  This is done in 2 traversals (raster/antiraster).
+ *          In the raster direction, whenever the distance function
+ *          is nonzero, the spread pixel takes on the value of its
+ *          predecessor that has the minimum distance value.  In the
+ *          antiraster direction, whenever the distance function is nonzero
+ *          and its value is replaced by a smaller value, the spread
+ *          pixel takes the value of the predecessor with the minimum
+ *          distance value.
+ *      (4) At boundaries where a pixel is equidistant from two
+ *          nearest nonzero (seed) pixels, the decision of which value
+ *          to use is arbitrary (greedy in search for minimum distance).
+ *          This can give rise to strange-looking results, particularly
+ *          for 4-connectivity where the L1 distance is computed from
+ *          steps in N,S,E and W directions (no diagonals).
+ * 

+ */
+PIX *
+pixSeedspread(PIX     *pixs,
+              l_int32  connectivity)
+{
+l_int32    w, h, wplt, wplg;
+l_uint32  *datat, *datag;
+PIX       *pixm, *pixt, *pixg, *pixd;
+
+    PROCNAME("pixSeedspread");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return (PIX *)ERROR_PTR("!pixs or pixs not 8 bpp", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+        /* Add a 4 byte border to pixs.  This simplifies the computation. */
+    pixg = pixAddBorder(pixs, 4, 0);
+    pixGetDimensions(pixg, &w, &h, NULL);
+
+        /* Initialize distance function pixt.  Threshold pixs to get
+         * a 0 at the seed points where the pixs pixel is nonzero, and
+         * a 1 at all points that need to be filled.  Use this as a
+         * mask to set a 1 in pixt at all non-seed points.  Also, set all
+         * pixt pixels in an interior boundary of width 1 to the
+         * maximum value.   For debugging, to view the distance function,
+         * use pixConvert16To8(pixt, L_LS_BYTE) on small images.  */
+    pixm = pixThresholdToBinary(pixg, 1);
+    pixt = pixCreate(w, h, 16);
+    pixSetMasked(pixt, pixm, 1);
+    pixRasterop(pixt, 0, 0, w, 1, PIX_SET, NULL, 0, 0);   /* top */
+    pixRasterop(pixt, 0, h - 1, w, 1, PIX_SET, NULL, 0, 0);   /* bot */
+    pixRasterop(pixt, 0, 0, 1, h, PIX_SET, NULL, 0, 0);   /* left */
+    pixRasterop(pixt, w - 1, 0, 1, h, PIX_SET, NULL, 0, 0);   /* right */
+    datat = pixGetData(pixt);
+    wplt = pixGetWpl(pixt);
+
+        /* Do the interpolation and remove the border. */
+    datag = pixGetData(pixg);
+    wplg = pixGetWpl(pixg);
+    seedspreadLow(datag, w, h, wplg, datat, wplt, connectivity);
+    pixd = pixRemoveBorder(pixg, 4);
+
+    pixDestroy(&pixm);
+    pixDestroy(&pixg);
+    pixDestroy(&pixt);
+    return pixd;
+}
+
+
+/*!
+ * \brief   seedspreadLow()
+ *
+ *    See pixSeedspread() for a brief description of the algorithm here.
+ */
+static void
+seedspreadLow(l_uint32  *datad,
+              l_int32    w,
+              l_int32    h,
+              l_int32    wpld,
+              l_uint32  *datat,
+              l_int32    wplt,
+              l_int32    connectivity)
+{
+l_int32    val1t, val2t, val3t, val4t, val5t, val6t, val7t, val8t;
+l_int32    i, j, imax, jmax, minval, valt, vald;
+l_uint32  *linet, *lined;
+
+    PROCNAME("seedspreadLow");
+
+        /* One raster scan followed by one anti-raster scan.
+         * pixt is initialized to have 0 on pixels where the
+         * input is specified in pixd, and to have 1 on all
+         * other pixels.  We only change pixels in pixt and pixd
+         * that are non-zero in pixt. */
+    imax = h - 1;
+    jmax = w - 1;
+    switch (connectivity)
+    {
+    case 4:
+            /* UL --> LR scan */
+        for (i = 1; i < h; i++) {
+            linet = datat + i * wplt;
+            lined = datad + i * wpld;
+            for (j = 1; j < jmax; j++) {
+                if ((valt = GET_DATA_TWO_BYTES(linet, j)) > 0) {
+                    val2t = GET_DATA_TWO_BYTES(linet - wplt, j);
+                    val4t = GET_DATA_TWO_BYTES(linet, j - 1);
+                    minval = L_MIN(val2t, val4t);
+                    minval = L_MIN(minval, 0xfffe);
+                    SET_DATA_TWO_BYTES(linet, j, minval + 1);
+                    if (val2t < val4t)
+                        vald = GET_DATA_BYTE(lined - wpld, j);
+                    else
+                        vald = GET_DATA_BYTE(lined, j - 1);
+                    SET_DATA_BYTE(lined, j, vald);
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = imax - 1; i > 0; i--) {
+            linet = datat + i * wplt;
+            lined = datad + i * wpld;
+            for (j = jmax - 1; j > 0; j--) {
+                if ((valt = GET_DATA_TWO_BYTES(linet, j)) > 0) {
+                    val7t = GET_DATA_TWO_BYTES(linet + wplt, j);
+                    val5t = GET_DATA_TWO_BYTES(linet, j + 1);
+                    minval = L_MIN(val5t, val7t);
+                    minval = L_MIN(minval + 1, valt);
+                    if (valt > minval) {  /* replace */
+                        SET_DATA_TWO_BYTES(linet, j, minval);
+                        if (val5t < val7t)
+                            vald = GET_DATA_BYTE(lined, j + 1);
+                        else
+                            vald = GET_DATA_BYTE(lined + wplt, j);
+                        SET_DATA_BYTE(lined, j, vald);
+                    }
+                }
+            }
+        }
+        break;
+    case 8:
+            /* UL --> LR scan */
+        for (i = 1; i < h; i++) {
+            linet = datat + i * wplt;
+            lined = datad + i * wpld;
+            for (j = 1; j < jmax; j++) {
+                if ((valt = GET_DATA_TWO_BYTES(linet, j)) > 0) {
+                    val1t = GET_DATA_TWO_BYTES(linet - wplt, j - 1);
+                    val2t = GET_DATA_TWO_BYTES(linet - wplt, j);
+                    val3t = GET_DATA_TWO_BYTES(linet - wplt, j + 1);
+                    val4t = GET_DATA_TWO_BYTES(linet, j - 1);
+                    minval = L_MIN(val1t, val2t);
+                    minval = L_MIN(minval, val3t);
+                    minval = L_MIN(minval, val4t);
+                    minval = L_MIN(minval, 0xfffe);
+                    SET_DATA_TWO_BYTES(linet, j, minval + 1);
+                    if (minval == val1t)
+                        vald = GET_DATA_BYTE(lined - wpld, j - 1);
+                    else if (minval == val2t)
+                        vald = GET_DATA_BYTE(lined - wpld, j);
+                    else if (minval == val3t)
+                        vald = GET_DATA_BYTE(lined - wpld, j + 1);
+                    else  /* minval == val4t */
+                        vald = GET_DATA_BYTE(lined, j - 1);
+                    SET_DATA_BYTE(lined, j, vald);
+                }
+            }
+        }
+
+            /* LR --> UL scan */
+        for (i = imax - 1; i > 0; i--) {
+            linet = datat + i * wplt;
+            lined = datad + i * wpld;
+            for (j = jmax - 1; j > 0; j--) {
+                if ((valt = GET_DATA_TWO_BYTES(linet, j)) > 0) {
+                    val8t = GET_DATA_TWO_BYTES(linet + wplt, j + 1);
+                    val7t = GET_DATA_TWO_BYTES(linet + wplt, j);
+                    val6t = GET_DATA_TWO_BYTES(linet + wplt, j - 1);
+                    val5t = GET_DATA_TWO_BYTES(linet, j + 1);
+                    minval = L_MIN(val8t, val7t);
+                    minval = L_MIN(minval, val6t);
+                    minval = L_MIN(minval, val5t);
+                    minval = L_MIN(minval + 1, valt);
+                    if (valt > minval) {  /* replace */
+                        SET_DATA_TWO_BYTES(linet, j, minval);
+                        if (minval == val5t + 1)
+                            vald = GET_DATA_BYTE(lined, j + 1);
+                        else if (minval == val6t + 1)
+                            vald = GET_DATA_BYTE(lined + wpld, j - 1);
+                        else if (minval == val7t + 1)
+                            vald = GET_DATA_BYTE(lined + wpld, j);
+                        else  /* minval == val8t + 1 */
+                            vald = GET_DATA_BYTE(lined + wpld, j + 1);
+                        SET_DATA_BYTE(lined, j, vald);
+                    }
+                }
+            }
+        }
+        break;
+    default:
+        L_ERROR("connectivity must be 4 or 8\n", procName);
+        break;
+    }
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                              Local extrema                            *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixLocalExtrema()
+ *
+ * \param[in]    pixs       8 bpp
+ * \param[in]    maxmin     max allowed for the min in a 3x3 neighborhood;
+ *                          use 0 for default which is to have no upper bound
+ * \param[in]    minmax     min allowed for the max in a 3x3 neighborhood;
+ *                          use 0 for default which is to have no lower bound
+ * \param[out]   ppixmin    [optional] mask of local minima
+ * \param[out]   ppixmax    [optional] mask of local maxima
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives the actual local minima and maxima.
+ *          A local minimum is a pixel whose surrounding pixels all
+ *          have values at least as large, and likewise for a local
+ *          maximum.  For the local minima, %maxmin is the upper
+ *          bound for the value of pixs.  Likewise, for the local maxima,
+ *          %minmax is the lower bound for the value of pixs.
+ *      (2) The minima are found by starting with the erosion-and-equality
+ *          approach of pixSelectedLocalExtrema().  This is followed
+ *          by a qualification step, where each c.c. in the resulting
+ *          minimum mask is extracted, the pixels bordering it are
+ *          located, and they are queried.  If all of those pixels
+ *          are larger than the value of that minimum, it is a true
+ *          minimum and its c.c. is saved; otherwise the c.c. is
+ *          rejected.  Note that if a bordering pixel has the
+ *          same value as the minimum, it must then have a
+ *          neighbor that is smaller, so the component is not a
+ *          true minimum.
+ *      (3) The maxima are found by inverting the image and looking
+ *          for the minima there.
+ *      (4) The generated masks can be used as markers for
+ *          further operations.
+ * 

+ */
+l_ok
+pixLocalExtrema(PIX     *pixs,
+                l_int32  maxmin,
+                l_int32  minmax,
+                PIX    **ppixmin,
+                PIX    **ppixmax)
+{
+PIX  *pixmin, *pixmax, *pixt1, *pixt2;
+
+    PROCNAME("pixLocalExtrema");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!ppixmin && !ppixmax)
+        return ERROR_INT("neither &pixmin, &pixmax are defined", procName, 1);
+    if (maxmin <= 0) maxmin = 254;
+    if (minmax <= 0) minmax = 1;
+
+    if (ppixmin) {
+        pixt1 = pixErodeGray(pixs, 3, 3);
+        pixmin = pixFindEqualValues(pixs, pixt1);
+        pixDestroy(&pixt1);
+        pixQualifyLocalMinima(pixs, pixmin, maxmin);
+        *ppixmin = pixmin;
+    }
+
+    if (ppixmax) {
+        pixt1 = pixInvert(NULL, pixs);
+        pixt2 = pixErodeGray(pixt1, 3, 3);
+        pixmax = pixFindEqualValues(pixt1, pixt2);
+        pixDestroy(&pixt2);
+        pixQualifyLocalMinima(pixt1, pixmax, 255 - minmax);
+        *ppixmax = pixmax;
+        pixDestroy(&pixt1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixQualifyLocalMinima()
+ *
+ * \param[in]    pixs     8 bpp image from which pixm has been extracted
+ * \param[in]    pixm     1 bpp mask of values equal to min in 3x3 neighborhood
+ * \param[in]    maxval   max allowed for the min in a 3x3 neighborhood;
+ *                        use 0 for default which is to have no upper bound
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function acts in-place to remove all c.c. in pixm
+ *          that are not true local minima in pixs.  As seen in
+ *          pixLocalExtrema(), the input pixm are found by selecting those
+ *          pixels of pixs whose values do not change with a 3x3
+ *          grayscale erosion.  Here, we require that for each c.c.
+ *          in pixm, all pixels in pixs that correspond to the exterior
+ *          boundary pixels of the c.c. have values that are greater
+ *          than the value within the c.c.
+ *      (2) The maximum allowed value for each local minimum can be
+ *          bounded with %maxval.  Use 0 for default, which is to have
+ *          no upper bound (equivalent to maxval == 254).
+ * 

+ */
+static l_int32
+pixQualifyLocalMinima(PIX     *pixs,
+                      PIX     *pixm,
+                      l_int32  maxval)
+{
+l_int32    n, i, j, k, x, y, w, h, xc, yc, wc, hc, xon, yon;
+l_int32    vals, wpls, wplc, ismin;
+l_uint32   val;
+l_uint32  *datas, *datac, *lines, *linec;
+BOXA      *boxa;
+PIX       *pix1, *pix2, *pix3;
+PIXA      *pixa;
+
+    PROCNAME("pixQualifyLocalMinima");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm not defined or not 1 bpp", procName, 1);
+    if (maxval <= 0) maxval = 254;
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    boxa = pixConnComp(pixm, &pixa, 8);
+    n = pixaGetCount(pixa);
+    for (k = 0; k < n; k++) {
+        boxaGetBoxGeometry(boxa, k, &xc, &yc, &wc, &hc);
+        pix1 = pixaGetPix(pixa, k, L_COPY);
+        pix2 = pixAddBorder(pix1, 1, 0);
+        pix3 = pixDilateBrick(NULL, pix2, 3, 3);
+        pixXor(pix3, pix3, pix2);  /* exterior boundary pixels */
+        datac = pixGetData(pix3);
+        wplc = pixGetWpl(pix3);
+        nextOnPixelInRaster(pix1, 0, 0, &xon, &yon);
+        pixGetPixel(pixs, xc + xon, yc + yon, &val);
+        if (val > maxval) {  /* too large; erase */
+            pixRasterop(pixm, xc, yc, wc, hc, PIX_XOR, pix1, 0, 0);
+            pixDestroy(&pix1);
+            pixDestroy(&pix2);
+            pixDestroy(&pix3);
+            continue;
+        }
+        ismin = TRUE;
+
+            /* Check all values in pixs that correspond to the exterior
+             * boundary pixels of the c.c. in pixm.  Verify that the
+             * value in the c.c. is always less. */
+        for (i = 0, y = yc - 1; i < hc + 2 && y >= 0 && y < h; i++, y++) {
+            lines = datas + y * wpls;
+            linec = datac + i * wplc;
+            for (j = 0, x = xc - 1; j < wc + 2 && x >= 0 && x < w; j++, x++) {
+                if (GET_DATA_BIT(linec, j)) {
+                    vals = GET_DATA_BYTE(lines, x);
+                    if (vals <= val) {  /* not a minimum! */
+                        ismin = FALSE;
+                        break;
+                    }
+                }
+            }
+            if (!ismin)
+                break;
+        }
+        if (!ismin)  /* erase it */
+            pixRasterop(pixm, xc, yc, wc, hc, PIX_XOR, pix1, 0, 0);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+    }
+
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixa);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSelectedLocalExtrema()
+ *
+ * \param[in]    pixs       8 bpp
+ * \param[in]    mindist    -1 for keeping all pixels; >= 0 specifies distance
+ * \param[out]   ppixmin    mask of local minima
+ * \param[out]   ppixmax    mask of local maxima
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This selects those local 3x3 minima that are at least a
+ *          specified distance from the nearest local 3x3 maxima, and v.v.
+ *          for the selected set of local 3x3 maxima.
+ *          The local 3x3 minima is the set of pixels whose value equals
+ *          the value after a 3x3 brick erosion, and the local 3x3 maxima
+ *          is the set of pixels whose value equals the value after
+ *          a 3x3 brick dilation.
+ *      (2) mindist is the minimum distance allowed between
+ *          local 3x3 minima and local 3x3 maxima, in an 8-connected sense.
+ *          mindist == 1 keeps all pixels found in step 1.
+ *          mindist == 0 removes all pixels from each mask that are
+ *          both a local 3x3 minimum and a local 3x3 maximum.
+ *          mindist == 1 removes any local 3x3 minimum pixel that touches a
+ *          local 3x3 maximum pixel, and likewise for the local maxima.
+ *          To make the decision, visualize each local 3x3 minimum pixel
+ *          as being surrounded by a square of size (2 * mindist + 1)
+ *          on each side, such that no local 3x3 maximum pixel is within
+ *          that square; and v.v.
+ *      (3) The generated masks can be used as markers for further operations.
+ * 

+ */
+l_ok
+pixSelectedLocalExtrema(PIX     *pixs,
+                        l_int32  mindist,
+                        PIX    **ppixmin,
+                        PIX    **ppixmax)
+{
+PIX  *pixmin, *pixmax, *pixt, *pixtmin, *pixtmax;
+
+    PROCNAME("pixSelectedLocalExtrema");
+
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs not defined or not 8 bpp", procName, 1);
+    if (!ppixmin || !ppixmax)
+        return ERROR_INT("&pixmin and &pixmax not both defined", procName, 1);
+
+    pixt = pixErodeGray(pixs, 3, 3);
+    pixmin = pixFindEqualValues(pixs, pixt);
+    pixDestroy(&pixt);
+    pixt = pixDilateGray(pixs, 3, 3);
+    pixmax = pixFindEqualValues(pixs, pixt);
+    pixDestroy(&pixt);
+
+        /* Remove all points that are within the prescribed distance
+         * from each other. */
+    if (mindist < 0) {  /* remove no points */
+        *ppixmin = pixmin;
+        *ppixmax = pixmax;
+    } else if (mindist == 0) {  /* remove points belonging to both sets */
+        pixt = pixAnd(NULL, pixmin, pixmax);
+        *ppixmin = pixSubtract(pixmin, pixmin, pixt);
+        *ppixmax = pixSubtract(pixmax, pixmax, pixt);
+        pixDestroy(&pixt);
+    } else {
+        pixtmin = pixDilateBrick(NULL, pixmin,
+                                 2 * mindist + 1, 2 * mindist + 1);
+        pixtmax = pixDilateBrick(NULL, pixmax,
+                                 2 * mindist + 1, 2 * mindist + 1);
+        *ppixmin = pixSubtract(pixmin, pixmin, pixtmax);
+        *ppixmax = pixSubtract(pixmax, pixmax, pixtmin);
+        pixDestroy(&pixtmin);
+        pixDestroy(&pixtmax);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   pixFindEqualValues()
+ *
+ * \param[in]    pixs1    8 bpp
+ * \param[in]    pixs2    8 bpp
+ * \return  pixd 1 bpp mask, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The two images are aligned at the UL corner, and the returned
+ *          image has ON pixels where the pixels in pixs1 and pixs2
+ *          have equal values.
+ * 

+ */
+PIX *
+pixFindEqualValues(PIX  *pixs1,
+                   PIX  *pixs2)
+{
+l_int32    w1, h1, w2, h2, w, h;
+l_int32    i, j, val1, val2, wpls1, wpls2, wpld;
+l_uint32  *datas1, *datas2, *datad, *lines1, *lines2, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixFindEqualValues");
+
+    if (!pixs1 || pixGetDepth(pixs1) != 8)
+        return (PIX *)ERROR_PTR("pixs1 undefined or not 8 bpp", procName, NULL);
+    if (!pixs2 || pixGetDepth(pixs2) != 8)
+        return (PIX *)ERROR_PTR("pixs2 undefined or not 8 bpp", procName, NULL);
+    pixGetDimensions(pixs1, &w1, &h1, NULL);
+    pixGetDimensions(pixs2, &w2, &h2, NULL);
+    w = L_MIN(w1, w2);
+    h = L_MIN(h1, h2);
+    pixd = pixCreate(w, h, 1);
+    datas1 = pixGetData(pixs1);
+    datas2 = pixGetData(pixs2);
+    datad = pixGetData(pixd);
+    wpls1 = pixGetWpl(pixs1);
+    wpls2 = pixGetWpl(pixs2);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < h; i++) {
+        lines1 = datas1 + i * wpls1;
+        lines2 = datas2 + i * wpls2;
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            val1 = GET_DATA_BYTE(lines1, j);
+            val2 = GET_DATA_BYTE(lines2, j);
+            if (val1 == val2)
+                SET_DATA_BIT(lined, j);
+        }
+    }
+
+    return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *             Selection of minima in mask connected components          *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixSelectMinInConnComp()
+ *
+ * \param[in]    pixs    8 bpp
+ * \param[in]    pixm    1 bpp
+ * \param[out]   ppta    pta of min pixel locations
+ * \param[out]   pnav    [optional] numa of minima values
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) For each 8 connected component in pixm, this finds
+ *          a pixel in pixs that has the lowest value, and saves
+ *          it in a Pta.  If several pixels in pixs have the same
+ *          minimum value, it picks the first one found.
+ *      (2) For a mask pixm of true local minima, all pixels in each
+ *          connected component have the same value in pixs, so it is
+ *          fastest to select one of them using a special seedfill
+ *          operation.  Not yet implemented.
+ * 

+ */
+l_ok
+pixSelectMinInConnComp(PIX    *pixs,
+                       PIX    *pixm,
+                       PTA   **ppta,
+                       NUMA  **pnav)
+{
+l_int32    bx, by, bw, bh, i, j, c, n;
+l_int32    xs, ys, minx, miny, wpls, wplt, val, minval;
+l_uint32  *datas, *datat, *lines, *linet;
+BOXA      *boxa;
+NUMA      *nav;
+PIX       *pixt, *pixs2, *pixm2;
+PIXA      *pixa;
+PTA       *pta;
+
+    PROCNAME("pixSelectMinInConnComp");
+
+    if (!ppta)
+        return ERROR_INT("&pta not defined", procName, 1);
+    *ppta = NULL;
+    if (pnav) *pnav = NULL;
+    if (!pixs || pixGetDepth(pixs) != 8)
+        return ERROR_INT("pixs undefined or not 8 bpp", procName, 1);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return ERROR_INT("pixm undefined or not 1 bpp", procName, 1);
+
+        /* Crop to the min size if necessary */
+    if (pixCropToMatch(pixs, pixm, &pixs2, &pixm2)) {
+        pixDestroy(&pixs2);
+        pixDestroy(&pixm2);
+        return ERROR_INT("cropping failure", procName, 1);
+    }
+
+        /* Find value and location of min value pixel in each component */
+    boxa = pixConnComp(pixm2, &pixa, 8);
+    n = boxaGetCount(boxa);
+    pta = ptaCreate(n);
+    *ppta = pta;
+    nav = numaCreate(n);
+    datas = pixGetData(pixs2);
+    wpls = pixGetWpl(pixs2);
+    for (c = 0; c < n; c++) {
+        pixt = pixaGetPix(pixa, c, L_CLONE);
+        boxaGetBoxGeometry(boxa, c, &bx, &by, &bw, &bh);
+        if (bw == 1 && bh == 1) {
+            ptaAddPt(pta, bx, by);
+            numaAddNumber(nav, GET_DATA_BYTE(datas + by * wpls, bx));
+            pixDestroy(&pixt);
+            continue;
+        }
+        datat = pixGetData(pixt);
+        wplt = pixGetWpl(pixt);
+        minx = miny = 1000000;
+        minval = 256;
+        for (i = 0; i < bh; i++) {
+            ys = by + i;
+            lines = datas + ys * wpls;
+            linet = datat + i * wplt;
+            for (j = 0; j < bw; j++) {
+                xs = bx + j;
+                if (GET_DATA_BIT(linet, j)) {
+                    val = GET_DATA_BYTE(lines, xs);
+                    if (val < minval) {
+                        minval = val;
+                        minx = xs;
+                        miny = ys;
+                    }
+                }
+            }
+        }
+        ptaAddPt(pta, minx, miny);
+        numaAddNumber(nav, GET_DATA_BYTE(datas + miny * wpls, minx));
+        pixDestroy(&pixt);
+    }
+
+    boxaDestroy(&boxa);
+    pixaDestroy(&pixa);
+    if (pnav)
+        *pnav = nav;
+    else
+        numaDestroy(&nav);
+    pixDestroy(&pixs2);
+    pixDestroy(&pixm2);
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *            Removal of seeded connected components from a mask         *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixRemoveSeededComponents()
+ *
+ * \param[in]    pixd          [optional]; can be null or equal to pixm; 1 bpp
+ * \param[in]    pixs          1 bpp seed
+ * \param[in]    pixm          1 bpp filling mask
+ * \param[in]    connectivity  4 or 8
+ * \param[in]    bordersize    amount of border clearing
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This removes each component in pixm for which there is
+ *          at least one seed in pixs.  If pixd == NULL, this returns
+ *          the result in a new pixd.  Otherwise, it is an in-place
+ *          operation on pixm.  In no situation is pixs altered,
+ *          because we do the filling with a copy of pixs.
+ *      (2) If bordersize > 0, it also clears all pixels within a
+ *          distance %bordersize of the edge of pixd.  This is here
+ *          because pixLocalExtrema() typically finds local minima
+ *          at the border.  Use %bordersize >= 2 to remove these.
+ * 

+ */
+PIX *
+pixRemoveSeededComponents(PIX     *pixd,
+                          PIX     *pixs,
+                          PIX     *pixm,
+                          l_int32  connectivity,
+                          l_int32  bordersize)
+{
+PIX  *pixt;
+
+    PROCNAME("pixRemoveSeededComponents");
+
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, pixd);
+    if (!pixm || pixGetDepth(pixm) != 1)
+        return (PIX *)ERROR_PTR("pixm undefined or not 1 bpp", procName, pixd);
+    if (pixd && pixd != pixm)
+        return (PIX *)ERROR_PTR("operation not inplace", procName, pixd);
+
+    pixt = pixCopy(NULL, pixs);
+    pixSeedfillBinary(pixt, pixt, pixm, connectivity);
+    pixd = pixXor(pixd, pixm, pixt);
+    if (bordersize > 0)
+        pixSetOrClearBorder(pixd, bordersize, bordersize, bordersize,
+                            bordersize, PIX_CLR);
+    pixDestroy(&pixt);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/sel1.c b/3rdparty/hgOCR/leptonica/sel1.c
new file mode 100644
index 00000000..e630972d
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/sel1.c
@@ -0,0 +1,2376 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file sel1.c
+ * 
+ *
+ *      Basic ops on Sels and Selas
+ *
+ *         Create/destroy/copy:
+ *            SELA      *selaCreate()
+ *            void       selaDestroy()
+ *            SEL       *selCreate()
+ *            void       selDestroy()
+ *            SEL       *selCopy()
+ *            SEL       *selCreateBrick()
+ *            SEL       *selCreateComb()
+ *
+ *         Helper proc:
+ *            l_int32  **create2dIntArray()
+ *
+ *         Extension of sela:
+ *            SELA      *selaAddSel()
+ *            static l_int32  selaExtendArray()
+ *
+ *         Accessors:
+ *            l_int32    selaGetCount()
+ *            SEL       *selaGetSel()
+ *            char      *selGetName()
+ *            l_int32    selSetName()
+ *            l_int32    selaFindSelByName()
+ *            l_int32    selGetElement()
+ *            l_int32    selSetElement()
+ *            l_int32    selGetParameters()
+ *            l_int32    selSetOrigin()
+ *            l_int32    selGetTypeAtOrigin()
+ *            char      *selaGetBrickName()
+ *            char      *selaGetCombName()
+ *     static char      *selaComputeCompositeParameters()
+ *            l_int32    getCompositeParameters()
+ *            SARRAY    *selaGetSelnames()
+ *
+ *         Max translations for erosion and hmt
+ *            l_int32    selFindMaxTranslations()
+ *
+ *         Rotation by multiples of 90 degrees
+ *            SEL       *selRotateOrth()
+ *
+ *         Sela and Sel serialized I/O
+ *            SELA      *selaRead()
+ *            SELA      *selaReadStream()
+ *            SEL       *selRead()
+ *            SEL       *selReadStream()
+ *            l_int32    selaWrite()
+ *            l_int32    selaWriteStream()
+ *            l_int32    selWrite()
+ *            l_int32    selWriteStream()
+ *
+ *         Building custom hit-miss sels from compiled strings
+ *            SEL       *selCreateFromString()
+ *            char      *selPrintToString()     [for debugging]
+ *
+ *         Building custom hit-miss sels from a simple file format
+ *            SELA      *selaCreateFromFile()
+ *            static SEL *selCreateFromSArray()
+ *
+ *         Making hit-only sels from Pta and Pix
+ *            SEL       *selCreateFromPta()
+ *            SEL       *selCreateFromPix()
+ *
+ *         Making hit-miss sels from Pix and image files
+ *            SEL       *selReadFromColorImage()
+ *            SEL       *selCreateFromColorPix()
+ *
+ *         Printable display of sel
+ *            PIX       *selDisplayInPix()
+ *            PIX       *selaDisplayInPix()
+ *
+ *     Usage notes:
+ *        In this file we have seven functions that make sels:
+ *          (1)  selCreate(), with input (h, w, [name])
+ *               The generic function.  Roll your own, using selSetElement().
+ *          (2)  selCreateBrick(), with input (h, w, cy, cx, val)
+ *               The most popular function.  Makes a rectangular sel of
+ *               all hits, misses or don't-cares.  We have many morphology
+ *               operations that create a sel of all hits, use it, and
+ *               destroy it.
+ *          (3)  selCreateFromString() with input (text, h, w, [name])
+ *               Adam Langley's clever function, allows you to make a hit-miss
+ *               sel from a string in code that is geometrically laid out
+ *               just like the actual sel.
+ *          (4)  selaCreateFromFile() with input (filename)
+ *               This parses a simple file format to create an array of
+ *               hit-miss sels.  The sel data uses the same encoding
+ *               as in (3), with geometrical layout enforced.
+ *          (5)  selCreateFromPta() with input (pta, cy, cx, [name])
+ *               Another way to make a sel with only hits.
+ *          (6)  selCreateFromPix() with input (pix, cy, cx, [name])
+ *               Yet another way to make a sel from hits.
+ *          (7)  selCreateFromColorPix() with input (pix, name).
+ *               Another way to make a general hit-miss sel, starting with
+ *               an image editor.
+ *        In addition, there are three functions in selgen.c that
+ *        automatically generate a hit-miss sel from a pix and
+ *        a number of parameters.  This is useful for problems like
+ *        "find all patterns that look like this one."
+ *
+ *        Consistency, being the hobgoblin of small minds,
+ *        is adhered to here in the dimensioning and accessing of sels.
+ *        Everything is done in standard matrix (row, column) order.
+ *        When we set specific elements in a sel, we likewise use
+ *        (row, col) ordering:
+ *             selSetElement(), with input (row, col, type)
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* Bounds on sel ptr array size */
+static const l_uint32  MaxPtrArraySize = 10000;
+static const l_int32 InitialPtrArraySize = 50;      /*!< n'importe quoi */
+
+    /* Bounds on kernel size */
+static const l_uint32  MaxKernelSize = 10000;
+
+    /* Static functions */
+static l_int32 selaExtendArray(SELA *sela);
+static SEL *selCreateFromSArray(SARRAY *sa, l_int32 first, l_int32 last);
+
+struct CompParameterMap
+{
+    l_int32  size;
+    l_int32  size1;
+    l_int32  size2;
+    char     selnameh1[20];
+    char     selnameh2[20];
+    char     selnamev1[20];
+    char     selnamev2[20];
+};
+
+static const struct CompParameterMap  comp_parameter_map[] =
+    { { 2, 2, 1, "sel_2h", "", "sel_2v", "" },
+      { 3, 3, 1, "sel_3h", "", "sel_3v", "" },
+      { 4, 2, 2, "sel_2h", "sel_comb_4h", "sel_2v", "sel_comb_4v" },
+      { 5, 5, 1, "sel_5h", "", "sel_5v", "" },
+      { 6, 3, 2, "sel_3h", "sel_comb_6h", "sel_3v", "sel_comb_6v" },
+      { 7, 7, 1, "sel_7h", "", "sel_7v", "" },
+      { 8, 4, 2, "sel_4h", "sel_comb_8h", "sel_4v", "sel_comb_8v" },
+      { 9, 3, 3, "sel_3h", "sel_comb_9h", "sel_3v", "sel_comb_9v" },
+      { 10, 5, 2, "sel_5h", "sel_comb_10h", "sel_5v", "sel_comb_10v" },
+      { 11, 4, 3, "sel_4h", "sel_comb_12h", "sel_4v", "sel_comb_12v" },
+      { 12, 4, 3, "sel_4h", "sel_comb_12h", "sel_4v", "sel_comb_12v" },
+      { 13, 4, 3, "sel_4h", "sel_comb_12h", "sel_4v", "sel_comb_12v" },
+      { 14, 7, 2, "sel_7h", "sel_comb_14h", "sel_7v", "sel_comb_14v" },
+      { 15, 5, 3, "sel_5h", "sel_comb_15h", "sel_5v", "sel_comb_15v" },
+      { 16, 4, 4, "sel_4h", "sel_comb_16h", "sel_4v", "sel_comb_16v" },
+      { 17, 4, 4, "sel_4h", "sel_comb_16h", "sel_4v", "sel_comb_16v" },
+      { 18, 6, 3, "sel_6h", "sel_comb_18h", "sel_6v", "sel_comb_18v" },
+      { 19, 5, 4, "sel_5h", "sel_comb_20h", "sel_5v", "sel_comb_20v" },
+      { 20, 5, 4, "sel_5h", "sel_comb_20h", "sel_5v", "sel_comb_20v" },
+      { 21, 7, 3, "sel_7h", "sel_comb_21h", "sel_7v", "sel_comb_21v" },
+      { 22, 11, 2, "sel_11h", "sel_comb_22h", "sel_11v", "sel_comb_22v" },
+      { 23, 6, 4, "sel_6h", "sel_comb_24h", "sel_6v", "sel_comb_24v" },
+      { 24, 6, 4, "sel_6h", "sel_comb_24h", "sel_6v", "sel_comb_24v" },
+      { 25, 5, 5, "sel_5h", "sel_comb_25h", "sel_5v", "sel_comb_25v" },
+      { 26, 5, 5, "sel_5h", "sel_comb_25h", "sel_5v", "sel_comb_25v" },
+      { 27, 9, 3, "sel_9h", "sel_comb_27h", "sel_9v", "sel_comb_27v" },
+      { 28, 7, 4, "sel_7h", "sel_comb_28h", "sel_7v", "sel_comb_28v" },
+      { 29, 6, 5, "sel_6h", "sel_comb_30h", "sel_6v", "sel_comb_30v" },
+      { 30, 6, 5, "sel_6h", "sel_comb_30h", "sel_6v", "sel_comb_30v" },
+      { 31, 6, 5, "sel_6h", "sel_comb_30h", "sel_6v", "sel_comb_30v" },
+      { 32, 8, 4, "sel_8h", "sel_comb_32h", "sel_8v", "sel_comb_32v" },
+      { 33, 11, 3, "sel_11h", "sel_comb_33h", "sel_11v", "sel_comb_33v" },
+      { 34, 7, 5, "sel_7h", "sel_comb_35h", "sel_7v", "sel_comb_35v" },
+      { 35, 7, 5, "sel_7h", "sel_comb_35h", "sel_7v", "sel_comb_35v" },
+      { 36, 6, 6, "sel_6h", "sel_comb_36h", "sel_6v", "sel_comb_36v" },
+      { 37, 6, 6, "sel_6h", "sel_comb_36h", "sel_6v", "sel_comb_36v" },
+      { 38, 6, 6, "sel_6h", "sel_comb_36h", "sel_6v", "sel_comb_36v" },
+      { 39, 13, 3, "sel_13h", "sel_comb_39h", "sel_13v", "sel_comb_39v" },
+      { 40, 8, 5, "sel_8h", "sel_comb_40h", "sel_8v", "sel_comb_40v" },
+      { 41, 7, 6, "sel_7h", "sel_comb_42h", "sel_7v", "sel_comb_42v" },
+      { 42, 7, 6, "sel_7h", "sel_comb_42h", "sel_7v", "sel_comb_42v" },
+      { 43, 7, 6, "sel_7h", "sel_comb_42h", "sel_7v", "sel_comb_42v" },
+      { 44, 11, 4, "sel_11h", "sel_comb_44h", "sel_11v", "sel_comb_44v" },
+      { 45, 9, 5, "sel_9h", "sel_comb_45h", "sel_9v", "sel_comb_45v" },
+      { 46, 9, 5, "sel_9h", "sel_comb_45h", "sel_9v", "sel_comb_45v" },
+      { 47, 8, 6, "sel_8h", "sel_comb_48h", "sel_8v", "sel_comb_48v" },
+      { 48, 8, 6, "sel_8h", "sel_comb_48h", "sel_8v", "sel_comb_48v" },
+      { 49, 7, 7, "sel_7h", "sel_comb_49h", "sel_7v", "sel_comb_49v" },
+      { 50, 10, 5, "sel_10h", "sel_comb_50h", "sel_10v", "sel_comb_50v" },
+      { 51, 10, 5, "sel_10h", "sel_comb_50h", "sel_10v", "sel_comb_50v" },
+      { 52, 13, 4, "sel_13h", "sel_comb_52h", "sel_13v", "sel_comb_52v" },
+      { 53, 9, 6, "sel_9h", "sel_comb_54h", "sel_9v", "sel_comb_54v" },
+      { 54, 9, 6, "sel_9h", "sel_comb_54h", "sel_9v", "sel_comb_54v" },
+      { 55, 11, 5, "sel_11h", "sel_comb_55h", "sel_11v", "sel_comb_55v" },
+      { 56, 8, 7, "sel_8h", "sel_comb_56h", "sel_8v", "sel_comb_56v" },
+      { 57, 8, 7, "sel_8h", "sel_comb_56h", "sel_8v", "sel_comb_56v" },
+      { 58, 8, 7, "sel_8h", "sel_comb_56h", "sel_8v", "sel_comb_56v" },
+      { 59, 10, 6, "sel_10h", "sel_comb_60h", "sel_10v", "sel_comb_60v" },
+      { 60, 10, 6, "sel_10h", "sel_comb_60h", "sel_10v", "sel_comb_60v" },
+      { 61, 10, 6, "sel_10h", "sel_comb_60h", "sel_10v", "sel_comb_60v" },
+      { 62, 9, 7, "sel_9h", "sel_comb_63h", "sel_9v", "sel_comb_63v" },
+      { 63, 9, 7, "sel_9h", "sel_comb_63h", "sel_9v", "sel_comb_63v" } };
+
+
+
+/*------------------------------------------------------------------------*
+ *                      Create / Destroy / Copy                           *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   selaCreate()
+ *
+ * \param[in]    n    initial number of sel ptrs; use 0 for default
+ * \return  sela, or NULL on error
+ */
+SELA *
+selaCreate(l_int32  n)
+{
+SELA  *sela;
+
+    PROCNAME("selaCreate");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        n = InitialPtrArraySize;
+
+        /* Make array of sel ptrs */
+    sela = (SELA *)LEPT_CALLOC(1, sizeof(SELA));
+    sela->nalloc = n;
+    sela->n = 0;
+    if ((sela->sel = (SEL **)LEPT_CALLOC(n, sizeof(SEL *))) == NULL) {
+        LEPT_FREE(sela);
+        return (SELA *)ERROR_PTR("sel ptrs not made", procName, NULL);
+    }
+    return sela;
+}
+
+
+/*!
+ * \brief   selaDestroy()
+ *
+ * \param[in,out]   psela    will be set to null before returning
+ * \return  void
+ */
+void
+selaDestroy(SELA  **psela)
+{
+SELA    *sela;
+l_int32  i;
+
+    if (!psela) return;
+    if ((sela = *psela) == NULL)
+        return;
+
+    for (i = 0; i < sela->n; i++)
+        selDestroy(&sela->sel[i]);
+    LEPT_FREE(sela->sel);
+    LEPT_FREE(sela);
+    *psela = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   selCreate()
+ *
+ * \param[in]    height
+ * \param[in]    width
+ * \param[in]    name      [optional] sel name; can be null
+ * \return  sel, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) selCreate() initializes all values to 0.
+ *      (2) After this call, (cy,cx) and nonzero data values must be
+ *          assigned.  If a text name is not assigned here, it will
+ *          be needed later when the sel is put into a sela.
+ * 

+ */
+SEL *
+selCreate(l_int32      height,
+          l_int32      width,
+          const char  *name)
+{
+SEL  *sel;
+
+    PROCNAME("selCreate");
+
+    if ((sel = (SEL *)LEPT_CALLOC(1, sizeof(SEL))) == NULL)
+        return (SEL *)ERROR_PTR("sel not made", procName, NULL);
+    if (name)
+        sel->name = stringNew(name);
+    sel->sy = height;
+    sel->sx = width;
+    if ((sel->data = create2dIntArray(height, width)) == NULL) {
+        LEPT_FREE(sel->name);
+        LEPT_FREE(sel);
+        return (SEL *)ERROR_PTR("data not allocated", procName, NULL);
+    }
+
+    return sel;
+}
+
+
+/*!
+ * \brief   selDestroy()
+ *
+ * \param[in,out]   psel   will be set to null before returning
+ * \return  void
+ */
+void
+selDestroy(SEL  **psel)
+{
+l_int32  i;
+SEL     *sel;
+
+    PROCNAME("selDestroy");
+
+    if (psel == NULL)  {
+        L_WARNING("ptr address is NULL!\n", procName);
+        return;
+    }
+    if ((sel = *psel) == NULL)
+        return;
+
+    for (i = 0; i < sel->sy; i++)
+        LEPT_FREE(sel->data[i]);
+    LEPT_FREE(sel->data);
+    if (sel->name)
+        LEPT_FREE(sel->name);
+    LEPT_FREE(sel);
+
+    *psel = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   selCopy()
+ *
+ * \param[in]    sel
+ * \return  a copy of the sel, or NULL on error
+ */
+SEL *
+selCopy(SEL  *sel)
+{
+l_int32  sx, sy, cx, cy, i, j;
+SEL     *csel;
+
+    PROCNAME("selCopy");
+
+    if (!sel)
+        return (SEL *)ERROR_PTR("sel not defined", procName, NULL);
+
+    if ((csel = (SEL *)LEPT_CALLOC(1, sizeof(SEL))) == NULL)
+        return (SEL *)ERROR_PTR("csel not made", procName, NULL);
+    selGetParameters(sel, &sy, &sx, &cy, &cx);
+    csel->sy = sy;
+    csel->sx = sx;
+    csel->cy = cy;
+    csel->cx = cx;
+
+    if ((csel->data = create2dIntArray(sy, sx)) == NULL) {
+        LEPT_FREE(csel);
+        return (SEL *)ERROR_PTR("sel data not made", procName, NULL);
+    }
+
+    for (i = 0; i < sy; i++)
+        for (j = 0; j < sx; j++)
+            csel->data[i][j] = sel->data[i][j];
+
+    if (sel->name)
+        csel->name = stringNew(sel->name);
+
+    return csel;
+}
+
+
+/*!
+ * \brief   selCreateBrick()
+ *
+ * \param[in]    h, w      height, width
+ * \param[in]    cy, cx    origin, relative to UL corner at 0,0
+ * \param[in]    type      SEL_HIT, SEL_MISS, or SEL_DONT_CARE
+ * \return  sel, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a rectangular sel of all hits, misses or don't cares.
+ * 

+ */
+SEL *
+selCreateBrick(l_int32  h,
+               l_int32  w,
+               l_int32  cy,
+               l_int32  cx,
+               l_int32  type)
+{
+l_int32  i, j;
+SEL     *sel;
+
+    PROCNAME("selCreateBrick");
+
+    if (h <= 0 || w <= 0)
+        return (SEL *)ERROR_PTR("h and w must both be > 0", procName, NULL);
+    if (type != SEL_HIT && type != SEL_MISS && type != SEL_DONT_CARE)
+        return (SEL *)ERROR_PTR("invalid sel element type", procName, NULL);
+
+    if ((sel = selCreate(h, w, NULL)) == NULL)
+        return (SEL *)ERROR_PTR("sel not made", procName, NULL);
+    selSetOrigin(sel, cy, cx);
+    for (i = 0; i < h; i++)
+        for (j = 0; j < w; j++)
+            sel->data[i][j] = type;
+
+    return sel;
+}
+
+
+/*!
+ * \brief   selCreateComb()
+ *
+ * \param[in]    factor1     contiguous space between comb tines
+ * \param[in]    factor2     number of comb tines
+ * \param[in]    direction   L_HORIZ, L_VERT
+ * \return  sel, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates a comb Sel of hits with the origin as
+ *          near the center as possible.
+ *      (2) In use, this is complemented by a brick sel of size %factor1,
+ *          Both brick and comb sels are made by selectComposableSels().
+ * 

+ */
+SEL *
+selCreateComb(l_int32  factor1,
+              l_int32  factor2,
+              l_int32  direction)
+{
+l_int32  i, size, z;
+SEL     *sel;
+
+    PROCNAME("selCreateComb");
+
+    if (factor1 < 1 || factor2 < 1)
+        return (SEL *)ERROR_PTR("factors must be >= 1", procName, NULL);
+    if (direction != L_HORIZ && direction != L_VERT)
+        return (SEL *)ERROR_PTR("invalid direction", procName, NULL);
+
+    size = factor1 * factor2;
+    if (direction == L_HORIZ) {
+        sel = selCreate(1, size, NULL);
+        selSetOrigin(sel, 0, size / 2);
+    } else {
+        sel = selCreate(size, 1, NULL);
+        selSetOrigin(sel, size / 2, 0);
+    }
+
+        /* Lay down the elements of the comb */
+    for (i = 0; i < factor2; i++) {
+        z = factor1 / 2 + i * factor1;
+/*        fprintf(stderr, "i = %d, factor1 = %d, factor2 = %d, z = %d\n",
+                        i, factor1, factor2, z); */
+        if (direction == L_HORIZ)
+            selSetElement(sel, 0, z, SEL_HIT);
+        else
+            selSetElement(sel, z, 0, SEL_HIT);
+    }
+
+    return sel;
+}
+
+
+/*!
+ * \brief   create2dIntArray()
+ *
+ * \param[in]    sy     rows == height
+ * \param[in]    sx     columns == width
+ * \return  doubly indexed array i.e., an array of sy row pointers,
+ *              each of which points to an array of sx ints
+ *
+ * 
+ * Notes:
+ *      (1) The array[sy][sx] is indexed in standard "matrix notation",
+ *          with the row index first.
+ * 

+ */
+l_int32 **
+create2dIntArray(l_int32  sy,
+                 l_int32  sx)
+{
+l_int32    i, j, success;
+l_int32  **array;
+
+    PROCNAME("create2dIntArray");
+
+    if (sx <= 0 || sx > MaxKernelSize)
+        return (l_int32 **)ERROR_PTR("sx out of bounds", procName, NULL);
+    if (sy <= 0 || sy > MaxKernelSize)
+        return (l_int32 **)ERROR_PTR("sy out of bounds", procName, NULL);
+
+    if ((array = (l_int32 **)LEPT_CALLOC(sy, sizeof(l_int32 *))) == NULL)
+        return (l_int32 **)ERROR_PTR("ptr array not made", procName, NULL);
+    success = TRUE;
+    for (i = 0; i < sy; i++) {
+        if ((array[i] = (l_int32 *)LEPT_CALLOC(sx, sizeof(l_int32))) == NULL) {
+            success = FALSE;
+            break;
+        }
+    }
+    if (success) return array;
+
+        /* Cleanup after error */
+    for (j = 0; j < i; j++)
+        LEPT_FREE(array[j]);
+    LEPT_FREE(array);
+    return (l_int32 **)ERROR_PTR("array not made", procName, NULL);
+}
+
+
+
+/*------------------------------------------------------------------------*
+ *                           Extension of sela                            *
+ *------------------------------------------------------------------------*/
+/*!
+ * \brief   selaAddSel()
+ *
+ * \param[in]    sela
+ * \param[in]    sel        to be added
+ * \param[in]    selname    ignored if already defined in sel;
+ *                          req'd in sel when added to a sela
+ * \param[in]    copyflag   L_INSERT or L_COPY
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This adds a sel, either inserting or making a copy.
+ *      (2) Because every sel in a sela must have a name, it copies
+ *          the input name if necessary.  You can input NULL for
+ *          selname if the sel already has a name.
+ * 

+ */
+l_ok
+selaAddSel(SELA        *sela,
+           SEL         *sel,
+           const char  *selname,
+           l_int32      copyflag)
+{
+l_int32  n;
+SEL     *csel;
+
+    PROCNAME("selaAddSel");
+
+    if (!sela)
+        return ERROR_INT("sela not defined", procName, 1);
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+    if (!sel->name && !selname)
+        return ERROR_INT("added sel must have name", procName, 1);
+    if (copyflag != L_INSERT && copyflag != L_COPY)
+        return ERROR_INT("invalid copyflag", procName, 1);
+
+    if (copyflag == L_COPY) {
+        if ((csel = selCopy(sel)) == NULL)
+            return ERROR_INT("csel not made", procName, 1);
+    } else {  /* copyflag == L_INSERT */
+        csel = sel;
+    }
+    if (!csel->name)
+        csel->name = stringNew(selname);
+
+    n = selaGetCount(sela);
+    if (n >= sela->nalloc)
+        selaExtendArray(sela);
+    sela->sel[n] = csel;
+    sela->n++;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   selaExtendArray()
+ *
+ * \param[in]    sela
+ * \return  0 if OK; 1 on error
+ */
+static l_int32
+selaExtendArray(SELA  *sela)
+{
+    PROCNAME("selaExtendArray");
+
+    if (!sela)
+        return ERROR_INT("sela not defined", procName, 1);
+
+    if ((sela->sel = (SEL **)reallocNew((void **)&sela->sel,
+                              sizeof(SEL *) * sela->nalloc,
+                              2 * sizeof(SEL *) * sela->nalloc)) == NULL)
+            return ERROR_INT("new ptr array not returned", procName, 1);
+
+    sela->nalloc = 2 * sela->nalloc;
+    return 0;
+}
+
+
+
+/*----------------------------------------------------------------------*
+ *                               Accessors                              *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selaGetCount()
+ *
+ * \param[in]    sela
+ * \return  count, or 0 on error
+ */
+l_int32
+selaGetCount(SELA  *sela)
+{
+    PROCNAME("selaGetCount");
+
+    if (!sela)
+        return ERROR_INT("sela not defined", procName, 0);
+
+    return sela->n;
+}
+
+
+/*!
+ * \brief   selaGetSel()
+ *
+ * \param[in]    sela
+ * \param[in]    i        index of sel to be retrieved not copied
+ * \return  sel, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This returns a ptr to the sel, not a copy, so the caller
+ *          must not destroy it!
+ * 

+ */
+SEL *
+selaGetSel(SELA    *sela,
+           l_int32  i)
+{
+    PROCNAME("selaGetSel");
+
+    if (!sela)
+        return (SEL *)ERROR_PTR("sela not defined", procName, NULL);
+
+    if (i < 0 || i >= sela->n)
+        return (SEL *)ERROR_PTR("invalid index", procName, NULL);
+    return sela->sel[i];
+}
+
+
+/*!
+ * \brief   selGetName()
+ *
+ * \param[in]    sel
+ * \return  sel name not copied, or NULL if no name or on error
+ */
+char *
+selGetName(SEL  *sel)
+{
+    PROCNAME("selGetName");
+
+    if (!sel)
+        return (char *)ERROR_PTR("sel not defined", procName, NULL);
+
+    return sel->name;
+}
+
+
+/*!
+ * \brief   selSetName()
+ *
+ * \param[in]    sel
+ * \param[in]    name    [optional]; can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Always frees the existing sel name, if defined.
+ *      (2) If name is not defined, just clears any existing sel name.
+ * 

+ */
+l_ok
+selSetName(SEL         *sel,
+           const char  *name)
+{
+    PROCNAME("selSetName");
+
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+
+    return stringReplace(&sel->name, name);
+}
+
+
+/*!
+ * \brief   selaFindSelByName()
+ *
+ * \param[in]    sela
+ * \param[in]    name      sel name
+ * \param[out]   pindex    [optional]
+ * \param[in]    psel      [optional] sel (not a copy)
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+selaFindSelByName(SELA        *sela,
+                  const char  *name,
+                  l_int32     *pindex,
+                  SEL        **psel)
+{
+l_int32  i, n;
+char    *sname;
+SEL     *sel;
+
+    PROCNAME("selaFindSelByName");
+
+    if (pindex) *pindex = -1;
+    if (psel) *psel = NULL;
+
+    if (!sela)
+        return ERROR_INT("sela not defined", procName, 1);
+
+    n = selaGetCount(sela);
+    for (i = 0; i < n; i++)
+    {
+        if ((sel = selaGetSel(sela, i)) == NULL) {
+            L_WARNING("missing sel\n", procName);
+            continue;
+        }
+
+        sname = selGetName(sel);
+        if (sname && (!strcmp(name, sname))) {
+            if (pindex)
+                *pindex = i;
+            if (psel)
+                *psel = sel;
+            return 0;
+        }
+    }
+
+    return 1;
+}
+
+
+/*!
+ * \brief   selGetElement()
+ *
+ * \param[in]    sel
+ * \param[in]    row
+ * \param[in]    col
+ * \param[out]   ptype    SEL_HIT, SEL_MISS, SEL_DONT_CARE
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+selGetElement(SEL      *sel,
+              l_int32   row,
+              l_int32   col,
+              l_int32  *ptype)
+{
+    PROCNAME("selGetElement");
+
+    if (!ptype)
+        return ERROR_INT("&type not defined", procName, 1);
+    *ptype = SEL_DONT_CARE;
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+    if (row < 0 || row >= sel->sy)
+        return ERROR_INT("sel row out of bounds", procName, 1);
+    if (col < 0 || col >= sel->sx)
+        return ERROR_INT("sel col out of bounds", procName, 1);
+
+    *ptype = sel->data[row][col];
+    return 0;
+}
+
+
+/*!
+ * \brief   selSetElement()
+ *
+ * \param[in]    sel
+ * \param[in]    row
+ * \param[in]    col
+ * \param[in]    type    SEL_HIT, SEL_MISS, SEL_DONT_CARE
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Because we use row and column to index into an array,
+ *          they are always non-negative.  The location of the origin
+ *          (and the type of operation) determine the actual
+ *          direction of the rasterop.
+ * 

+ */
+l_ok
+selSetElement(SEL     *sel,
+              l_int32  row,
+              l_int32  col,
+              l_int32  type)
+{
+    PROCNAME("selSetElement");
+
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+    if (type != SEL_HIT && type != SEL_MISS && type != SEL_DONT_CARE)
+        return ERROR_INT("invalid sel element type", procName, 1);
+    if (row < 0 || row >= sel->sy)
+        return ERROR_INT("sel row out of bounds", procName, 1);
+    if (col < 0 || col >= sel->sx)
+        return ERROR_INT("sel col out of bounds", procName, 1);
+
+    sel->data[row][col] = type;
+    return 0;
+}
+
+
+/*!
+ * \brief   selGetParameters()
+ *
+ * \param[in]    sel
+ * \param[out]   psy, psx, pcy, pcx    [optional] each can be null
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+selGetParameters(SEL      *sel,
+                 l_int32  *psy,
+                 l_int32  *psx,
+                 l_int32  *pcy,
+                 l_int32  *pcx)
+{
+    PROCNAME("selGetParameters");
+
+    if (psy) *psy = 0;
+    if (psx) *psx = 0;
+    if (pcy) *pcy = 0;
+    if (pcx) *pcx = 0;
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+    if (psy) *psy = sel->sy;
+    if (psx) *psx = sel->sx;
+    if (pcy) *pcy = sel->cy;
+    if (pcx) *pcx = sel->cx;
+    return 0;
+}
+
+
+/*!
+ * \brief   selSetOrigin()
+ *
+ * \param[in]    sel
+ * \param[in]    cy, cx
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+selSetOrigin(SEL     *sel,
+             l_int32  cy,
+             l_int32  cx)
+{
+    PROCNAME("selSetOrigin");
+
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+    sel->cy = cy;
+    sel->cx = cx;
+    return 0;
+}
+
+
+/*!
+ * \brief   selGetTypeAtOrigin()
+ *
+ * \param[in]    sel
+ * \param[out]   ptype    SEL_HIT, SEL_MISS, SEL_DONT_CARE
+ * \return  0 if OK; 1 on error or if origin is not found
+ */
+l_ok
+selGetTypeAtOrigin(SEL      *sel,
+                   l_int32  *ptype)
+{
+l_int32  sx, sy, cx, cy, i, j;
+
+    PROCNAME("selGetTypeAtOrigin");
+
+    if (!ptype)
+        return ERROR_INT("&type not defined", procName, 1);
+    *ptype = SEL_DONT_CARE;  /* init */
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+
+    selGetParameters(sel, &sy, &sx, &cy, &cx);
+    for (i = 0; i < sy; i++) {
+        for (j = 0; j < sx; j++) {
+            if (i == cy && j == cx) {
+                selGetElement(sel, i, j, ptype);
+                return 0;
+            }
+        }
+    }
+
+    return ERROR_INT("sel origin not found", procName, 1);
+}
+
+
+/*!
+ * \brief   selaGetBrickName()
+ *
+ * \param[in]    sela
+ * \param[in]    hsize, vsize    of brick sel
+ * \return  sel name new string, or NULL if no name or on error
+ */
+char *
+selaGetBrickName(SELA    *sela,
+                 l_int32  hsize,
+                 l_int32  vsize)
+{
+l_int32  i, nsels, sx, sy;
+SEL     *sel;
+
+    PROCNAME("selaGetBrickName");
+
+    if (!sela)
+        return (char *)ERROR_PTR("sela not defined", procName, NULL);
+
+    nsels = selaGetCount(sela);
+    for (i = 0; i < nsels; i++) {
+        sel = selaGetSel(sela, i);
+        selGetParameters(sel, &sy, &sx, NULL, NULL);
+        if (hsize == sx && vsize == sy)
+            return stringNew(selGetName(sel));
+    }
+
+    return (char *)ERROR_PTR("sel not found", procName, NULL);
+}
+
+
+/*!
+ * \brief   selaGetCombName()
+ *
+ * \param[in]    sela
+ * \param[in]    size        the product of sizes of the brick and comb parts
+ * \param[in]    direction   L_HORIZ, L_VERT
+ * \return  sel name new string, or NULL if name not found or on error
+ *
+ * 
+ * Notes:
+ *      (1) Combs are by definition 1-dimensional, either horiz or vert.
+ *      (2) Use this with comb Sels; e.g., from selaAddDwaCombs().
+ * 

+ */
+char *
+selaGetCombName(SELA    *sela,
+                l_int32  size,
+                l_int32  direction)
+{
+char    *selname;
+char     combname[256];
+l_int32  i, nsels, sx, sy, found;
+SEL     *sel;
+
+    PROCNAME("selaGetCombName");
+
+    if (!sela)
+        return (char *)ERROR_PTR("sela not defined", procName, NULL);
+    if (direction != L_HORIZ && direction != L_VERT)
+        return (char *)ERROR_PTR("invalid direction", procName, NULL);
+
+        /* Derive the comb name we're looking for */
+    if (direction == L_HORIZ)
+        snprintf(combname, sizeof(combname), "sel_comb_%dh", size);
+    else  /* direction == L_VERT */
+        snprintf(combname, sizeof(combname), "sel_comb_%dv", size);
+
+    found = FALSE;
+    nsels = selaGetCount(sela);
+    for (i = 0; i < nsels; i++) {
+        sel = selaGetSel(sela, i);
+        selGetParameters(sel, &sy, &sx, NULL, NULL);
+        if (sy != 1 && sx != 1)  /* 2-D; not a comb */
+            continue;
+        selname = selGetName(sel);
+        if (!strcmp(selname, combname)) {
+            found = TRUE;
+            break;
+        }
+    }
+
+    if (found)
+        return stringNew(selname);
+    else
+        return (char *)ERROR_PTR("sel not found", procName, NULL);
+}
+
+
+/* --------- Function used to generate code in this file  ---------- */
+#if 0
+static void selaComputeCompositeParameters(const char *fileout);
+
+/*!
+ * \brief   selaComputeCompParameters()
+ *
+ * \param[in]    fileout
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) This static function was used to construct the comp_parameter_map[]
+ *          array at the top of this file.  It is static because it does
+ *          not need to be called again.  It remains here to show how
+ *          the composite parameter map was computed.
+ *      (2) The output file was pasted directly into comp_parameter_map[].
+ *          The composite parameter map is used to quickly determine
+ *          the linear decomposition parameters and sel names.
+ * 

+ */
+static void
+selaComputeCompositeParameters(const char  *fileout)
+{
+char    *str, *nameh1, *nameh2, *namev1, *namev2;
+char     buf[256];
+l_int32  size, size1, size2, len;
+SARRAY  *sa;
+SELA    *selabasic, *selacomb;
+
+    selabasic = selaAddBasic(NULL);
+    selacomb = selaAddDwaCombs(NULL);
+    sa = sarrayCreate(64);
+    for (size = 2; size < 64; size++) {
+        selectComposableSizes(size, &size1, &size2);
+        nameh1 = selaGetBrickName(selabasic, size1, 1);
+        namev1 = selaGetBrickName(selabasic, 1, size1);
+        if (size2 > 1) {
+            nameh2 = selaGetCombName(selacomb, size1 * size2, L_HORIZ);
+            namev2 = selaGetCombName(selacomb, size1 * size2, L_VERT);
+        } else {
+            nameh2 = stringNew("");
+            namev2 = stringNew("");
+        }
+        snprintf(buf, sizeof(buf),
+                 "      { %d, %d, %d, \"%s\", \"%s\", \"%s\", \"%s\" },",
+                 size, size1, size2, nameh1, nameh2, namev1, namev2);
+        sarrayAddString(sa, buf, L_COPY);
+        LEPT_FREE(nameh1);
+        LEPT_FREE(nameh2);
+        LEPT_FREE(namev1);
+        LEPT_FREE(namev2);
+    }
+    str = sarrayToString(sa, 1);
+    len = strlen(str);
+    l_binaryWrite(fileout, "w", str, len + 1);
+    LEPT_FREE(str);
+    sarrayDestroy(&sa);
+    selaDestroy(&selabasic);
+    selaDestroy(&selacomb);
+    return;
+}
+#endif
+/* -------------------------------------------------------------------- */
+
+
+/*!
+ * \brief   getCompositeParameters()
+ *
+ * \param[in]    size
+ * \param[out]   psize1    [optional] brick factor size
+ * \param[out]   psize2    [optional] comb factor size
+ * \param[out]   pnameh1   [optional] name of horiz brick
+ * \param[out]   pnameh2   [optional] name of horiz comb
+ * \param[out]   pnamev1   [optional] name of vert brick
+ * \param[out]   pnamev2   [optional] name of vert comb
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses the big lookup table at the top of this file.
+ *      (2) All returned strings are copies that must be freed.
+ * 

+ */
+l_ok
+getCompositeParameters(l_int32   size,
+                       l_int32  *psize1,
+                       l_int32  *psize2,
+                       char    **pnameh1,
+                       char    **pnameh2,
+                       char    **pnamev1,
+                       char    **pnamev2)
+{
+l_int32  index;
+
+    PROCNAME("selaGetSelnames");
+
+    if (psize1) *psize1 = 0;
+    if (psize2) *psize2 = 0;
+    if (pnameh1) *pnameh1 = NULL;
+    if (pnameh2) *pnameh2 = NULL;
+    if (pnamev1) *pnamev1 = NULL;
+    if (pnamev2) *pnamev2 = NULL;
+    if (size < 2 || size > 63)
+        return ERROR_INT("valid size range is {2 ... 63}", procName, 1);
+    index = size - 2;
+    if (psize1)
+        *psize1 = comp_parameter_map[index].size1;
+    if (psize2)
+        *psize2 = comp_parameter_map[index].size2;
+    if (pnameh1)
+        *pnameh1 = stringNew(comp_parameter_map[index].selnameh1);
+    if (pnameh2)
+        *pnameh2 = stringNew(comp_parameter_map[index].selnameh2);
+    if (pnamev1)
+        *pnamev1 = stringNew(comp_parameter_map[index].selnamev1);
+    if (pnamev2)
+        *pnamev2 = stringNew(comp_parameter_map[index].selnamev2);
+    return 0;
+}
+
+
+/*!
+ * \brief   selaGetSelnames()
+ *
+ * \param[in]    sela
+ * \return  sa of all sel names, or NULL on error
+ */
+SARRAY *
+selaGetSelnames(SELA  *sela)
+{
+char    *selname;
+l_int32  i, n;
+SEL     *sel;
+SARRAY  *sa;
+
+    PROCNAME("selaGetSelnames");
+
+    if (!sela)
+        return (SARRAY *)ERROR_PTR("sela not defined", procName, NULL);
+    if ((n = selaGetCount(sela)) == 0)
+        return (SARRAY *)ERROR_PTR("no sels in sela", procName, NULL);
+
+    if ((sa = sarrayCreate(n)) == NULL)
+        return (SARRAY *)ERROR_PTR("sa not made", procName, NULL);
+    for (i = 0; i < n; i++) {
+        sel = selaGetSel(sela, i);
+        selname = selGetName(sel);
+        sarrayAddString(sa, selname, L_COPY);
+    }
+
+    return sa;
+}
+
+
+
+/*----------------------------------------------------------------------*
+ *                Max translations for erosion and hmt                  *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selFindMaxTranslations()
+ *
+ * \param[in]    sel
+ * \param[out]   pxp, pyp, pxn, pyn     max shifts
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+          These are the maximum shifts for the erosion operation.
+ *        For example, when j < cx, the shift of the image
+ *        is +x to the cx.  This is a positive xp shift.
+ * 

+ */
+l_ok
+selFindMaxTranslations(SEL      *sel,
+                       l_int32  *pxp,
+                       l_int32  *pyp,
+                       l_int32  *pxn,
+                       l_int32  *pyn)
+{
+l_int32  sx, sy, cx, cy, i, j;
+l_int32  maxxp, maxyp, maxxn, maxyn;
+
+    PROCNAME("selaFindMaxTranslations");
+
+    if (!pxp || !pyp || !pxn || !pyn)
+        return ERROR_INT("&xp (etc) defined", procName, 1);
+    *pxp = *pyp = *pxn = *pyn = 0;
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+    selGetParameters(sel, &sy, &sx, &cy, &cx);
+
+    maxxp = maxyp = maxxn = maxyn = 0;
+    for (i = 0; i < sy; i++) {
+        for (j = 0; j < sx; j++) {
+            if (sel->data[i][j] == 1) {
+                maxxp = L_MAX(maxxp, cx - j);
+                maxyp = L_MAX(maxyp, cy - i);
+                maxxn = L_MAX(maxxn, j - cx);
+                maxyn = L_MAX(maxyn, i - cy);
+            }
+        }
+    }
+
+    *pxp = maxxp;
+    *pyp = maxyp;
+    *pxn = maxxn;
+    *pyn = maxyn;
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                   Rotation by multiples of 90 degrees                *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selRotateOrth()
+ *
+ * \param[in]    sel
+ * \param[in]    quads    0 - 4; number of 90 degree cw rotations
+ * \return  seld, or NULL on error
+ */
+SEL  *
+selRotateOrth(SEL     *sel,
+              l_int32  quads)
+{
+l_int32  i, j, ni, nj, sx, sy, cx, cy, nsx, nsy, ncx, ncy, type;
+SEL     *seld;
+
+    PROCNAME("selRotateOrth");
+
+    if (!sel)
+        return (SEL *)ERROR_PTR("sel not defined", procName, NULL);
+    if (quads < 0 || quads > 4)
+        return (SEL *)ERROR_PTR("quads not in {0,1,2,3,4}", procName, NULL);
+    if (quads == 0 || quads == 4)
+        return selCopy(sel);
+
+    selGetParameters(sel, &sy, &sx, &cy, &cx);
+    if (quads == 1) {  /* 90 degrees cw */
+        nsx = sy;
+        nsy = sx;
+        ncx = sy - cy - 1;
+        ncy = cx;
+    } else if (quads == 2) {  /* 180 degrees cw */
+        nsx = sx;
+        nsy = sy;
+        ncx = sx - cx - 1;
+        ncy = sy - cy - 1;
+    } else {  /* 270 degrees cw */
+        nsx = sy;
+        nsy = sx;
+        ncx = cy;
+        ncy = sx - cx - 1;
+    }
+    seld = selCreateBrick(nsy, nsx, ncy, ncx, SEL_DONT_CARE);
+    if (sel->name)
+        seld->name = stringNew(sel->name);
+
+    for (i = 0; i < sy; i++) {
+        for (j = 0; j < sx; j++) {
+            selGetElement(sel, i, j, &type);
+            if (quads == 1) {
+               ni = j;
+               nj = sy - i - 1;
+            } else if (quads == 2) {
+               ni = sy - i - 1;
+               nj = sx - j - 1;
+            } else {  /* quads == 3 */
+               ni = sx - j - 1;
+               nj = i;
+            }
+            selSetElement(seld, ni, nj, type);
+        }
+    }
+
+    return seld;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                       Sela and Sel serialized I/O                    *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selaRead()
+ *
+ * \param[in]    fname    filename
+ * \return  sela, or NULL on error
+ */
+SELA *
+selaRead(const char  *fname)
+{
+FILE  *fp;
+SELA  *sela;
+
+    PROCNAME("selaRead");
+
+    if (!fname)
+        return (SELA *)ERROR_PTR("fname not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(fname)) == NULL)
+        return (SELA *)ERROR_PTR("stream not opened", procName, NULL);
+    if ((sela = selaReadStream(fp)) == NULL) {
+        fclose(fp);
+        return (SELA *)ERROR_PTR("sela not returned", procName, NULL);
+    }
+    fclose(fp);
+
+    return sela;
+}
+
+
+/*!
+ * \brief   selaReadStream()
+ *
+ * \param[in]    fp    file stream
+ * \return  sela, or NULL on error
+ */
+SELA  *
+selaReadStream(FILE  *fp)
+{
+l_int32  i, n, version;
+SEL     *sel;
+SELA    *sela;
+
+    PROCNAME("selaReadStream");
+
+    if (!fp)
+        return (SELA *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if (fscanf(fp, "\nSela Version %d\n", &version) != 1)
+        return (SELA *)ERROR_PTR("not a sela file", procName, NULL);
+    if (version != SEL_VERSION_NUMBER)
+        return (SELA *)ERROR_PTR("invalid sel version", procName, NULL);
+    if (fscanf(fp, "Number of Sels = %d\n\n", &n) != 1)
+        return (SELA *)ERROR_PTR("not a sela file", procName, NULL);
+
+    if ((sela = selaCreate(n)) == NULL)
+        return (SELA *)ERROR_PTR("sela not made", procName, NULL);
+    sela->nalloc = n;
+
+    for (i = 0; i < n; i++) {
+        if ((sel = selReadStream(fp)) == NULL) {
+            selaDestroy(&sela);
+            return (SELA *)ERROR_PTR("sel not read", procName, NULL);
+        }
+        selaAddSel(sela, sel, NULL, 0);
+    }
+
+    return sela;
+}
+
+
+/*!
+ * \brief   selRead()
+ *
+ * \param[in]    fname    filename
+ * \return  sel, or NULL on error
+ */
+SEL  *
+selRead(const char  *fname)
+{
+FILE  *fp;
+SEL   *sel;
+
+    PROCNAME("selRead");
+
+    if (!fname)
+        return (SEL *)ERROR_PTR("fname not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(fname)) == NULL)
+        return (SEL *)ERROR_PTR("stream not opened", procName, NULL);
+    if ((sel = selReadStream(fp)) == NULL) {
+        fclose(fp);
+        return (SEL *)ERROR_PTR("sela not returned", procName, NULL);
+    }
+    fclose(fp);
+
+    return sel;
+}
+
+
+/*!
+ * \brief   selReadStream()
+ *
+ * \param[in]    fp    file stream
+ * \return  sel, or NULL on error
+ */
+SEL  *
+selReadStream(FILE  *fp)
+{
+char    *selname;
+char     linebuf[256];
+l_int32  sy, sx, cy, cx, i, j, version, ignore;
+SEL     *sel;
+
+    PROCNAME("selReadStream");
+
+    if (!fp)
+        return (SEL *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if (fscanf(fp, "  Sel Version %d\n", &version) != 1)
+        return (SEL *)ERROR_PTR("not a sel file", procName, NULL);
+    if (version != SEL_VERSION_NUMBER)
+        return (SEL *)ERROR_PTR("invalid sel version", procName, NULL);
+
+    if (fgets(linebuf, sizeof(linebuf), fp) == NULL)
+        return (SEL *)ERROR_PTR("error reading into linebuf", procName, NULL);
+    selname = stringNew(linebuf);
+    sscanf(linebuf, "  ------  %200s  ------", selname);
+
+    if (fscanf(fp, "  sy = %d, sx = %d, cy = %d, cx = %d\n",
+            &sy, &sx, &cy, &cx) != 4) {
+        LEPT_FREE(selname);
+        return (SEL *)ERROR_PTR("dimensions not read", procName, NULL);
+    }
+
+    if ((sel = selCreate(sy, sx, selname)) == NULL) {
+        LEPT_FREE(selname);
+        return (SEL *)ERROR_PTR("sel not made", procName, NULL);
+    }
+    selSetOrigin(sel, cy, cx);
+
+    for (i = 0; i < sy; i++) {
+        ignore = fscanf(fp, "    ");
+        for (j = 0; j < sx; j++)
+            ignore = fscanf(fp, "%1d", &sel->data[i][j]);
+        ignore = fscanf(fp, "\n");
+    }
+    ignore = fscanf(fp, "\n");
+
+    LEPT_FREE(selname);
+    return sel;
+}
+
+
+/*!
+ * \brief   selaWrite()
+ *
+ * \param[in]    fname    filename
+ * \param[in]    sela
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+selaWrite(const char  *fname,
+          SELA        *sela)
+{
+FILE  *fp;
+
+    PROCNAME("selaWrite");
+
+    if (!fname)
+        return ERROR_INT("fname not defined", procName, 1);
+    if (!sela)
+        return ERROR_INT("sela not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(fname, "wb")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    selaWriteStream(fp, sela);
+    fclose(fp);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   selaWriteStream()
+ *
+ * \param[in]    fp    file stream
+ * \param[in]    sela
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+selaWriteStream(FILE  *fp,
+                SELA  *sela)
+{
+l_int32  i, n;
+SEL     *sel;
+
+    PROCNAME("selaWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!sela)
+        return ERROR_INT("sela not defined", procName, 1);
+
+    n = selaGetCount(sela);
+    fprintf(fp, "\nSela Version %d\n", SEL_VERSION_NUMBER);
+    fprintf(fp, "Number of Sels = %d\n\n", n);
+    for (i = 0; i < n; i++) {
+        if ((sel = selaGetSel(sela, i)) == NULL)
+            continue;
+        selWriteStream(fp, sel);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   selWrite()
+ *
+ * \param[in]    fname    filename
+ * \param[in]    sel
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+selWrite(const char  *fname,
+         SEL         *sel)
+{
+FILE  *fp;
+
+    PROCNAME("selWrite");
+
+    if (!fname)
+        return ERROR_INT("fname not defined", procName, 1);
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(fname, "wb")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    selWriteStream(fp, sel);
+    fclose(fp);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   selWriteStream()
+ *
+ * \param[in]    fp    file stream
+ * \param[in]    sel
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+selWriteStream(FILE  *fp,
+               SEL   *sel)
+{
+l_int32  sx, sy, cx, cy, i, j;
+
+    PROCNAME("selWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!sel)
+        return ERROR_INT("sel not defined", procName, 1);
+    selGetParameters(sel, &sy, &sx, &cy, &cx);
+
+    fprintf(fp, "  Sel Version %d\n", SEL_VERSION_NUMBER);
+    fprintf(fp, "  ------  %s  ------\n", selGetName(sel));
+    fprintf(fp, "  sy = %d, sx = %d, cy = %d, cx = %d\n", sy, sx, cy, cx);
+    for (i = 0; i < sy; i++) {
+        fprintf(fp, "    ");
+        for (j = 0; j < sx; j++)
+            fprintf(fp, "%d", sel->data[i][j]);
+        fprintf(fp, "\n");
+    }
+    fprintf(fp, "\n");
+
+    return 0;
+}
+
+
+/*----------------------------------------------------------------------*
+ *           Building custom hit-miss sels from compiled strings        *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selCreateFromString()
+ *
+ * \param[in]    text
+ * \param[in]    h, w    height, width
+ * \param[in]    name    [optional] sel name; can be null
+ * \return  sel of the given size, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The text is an array of chars (in row-major order) where
+ *          each char can be one of the following:
+ *             'x': hit
+ *             'o': miss
+ *             ' ': don't-care
+ *      (2) When the origin falls on a hit or miss, use an upper case
+ *          char (e.g., 'X' or 'O') to indicate it.  When the origin
+ *          falls on a don't-care, indicate this with a 'C'.
+ *          The string must have exactly one origin specified.
+ *      (3) The advantage of this method is that the text can be input
+ *          in a format that shows the 2D layout of the Sel; e.g.,
+ * \code
+ *              static const char *seltext = "x    "
+ *                                           "x Oo "
+ *                                           "x    "
+ *                                           "xxxxx";
+ * \endcode
+ * 

+ */
+SEL *
+selCreateFromString(const char  *text,
+                    l_int32      h,
+                    l_int32      w,
+                    const char  *name)
+{
+SEL     *sel;
+l_int32  y, x, norig;
+char     ch;
+
+    PROCNAME("selCreateFromString");
+
+    if (!text || text[0] == '\0')
+        return (SEL *)ERROR_PTR("text undefined or empty", procName, NULL);
+    if (h < 1)
+        return (SEL *)ERROR_PTR("height must be > 0", procName, NULL);
+    if (w < 1)
+        return (SEL *)ERROR_PTR("width must be > 0", procName, NULL);
+    if (strlen(text) != (size_t)w * h)
+        return (SEL *)ERROR_PTR("text size != w * h", procName, NULL);
+
+    sel = selCreate(h, w, name);
+    norig = 0;
+    for (y = 0; y < h; ++y) {
+        for (x = 0; x < w; ++x) {
+            ch = *(text++);
+            switch (ch)
+            {
+                case 'X':
+                    norig++;
+                    selSetOrigin(sel, y, x);
+                case 'x':
+                    selSetElement(sel, y, x, SEL_HIT);
+                    break;
+
+                case 'O':
+                    norig++;
+                    selSetOrigin(sel, y, x);
+                case 'o':
+                    selSetElement(sel, y, x, SEL_MISS);
+                    break;
+
+                case 'C':
+                    norig++;
+                    selSetOrigin(sel, y, x);
+                case ' ':
+                    selSetElement(sel, y, x, SEL_DONT_CARE);
+                    break;
+
+                case '\n':
+                    /* ignored */
+                    continue;
+
+                default:
+                    selDestroy(&sel);
+                    return (SEL *)ERROR_PTR("unknown char", procName, NULL);
+            }
+        }
+    }
+    if (norig != 1) {
+        L_ERROR("Exactly one origin must be specified; this string has %d\n",
+                procName, norig);
+        selDestroy(&sel);
+    }
+
+    return sel;
+}
+
+
+/*!
+ * \brief   selPrintToString()
+ *
+ * \param[in]    sel
+ * \return  str string; caller must free
+ *
+ * 
+ * Notes:
+ *      (1) This is an inverse function of selCreateFromString.
+ *          It prints a textual representation of the SEL to a malloc'd
+ *          string.  The format is the same as selCreateFromString
+ *          except that newlines are inserted into the output
+ *          between rows.
+ *      (2) This is useful for debugging.  However, if you want to
+ *          save some Sels in a file, put them in a Sela and write
+ *          them out with selaWrite().  They can then be read in
+ *          with selaRead().
+ * 

+ */
+char *
+selPrintToString(SEL  *sel)
+{
+char     is_center;
+char    *str, *strptr;
+l_int32  type;
+l_int32  sx, sy, cx, cy, x, y;
+
+    PROCNAME("selPrintToString");
+
+    if (!sel)
+        return (char *)ERROR_PTR("sel not defined", procName, NULL);
+
+    selGetParameters(sel, &sy, &sx, &cy, &cx);
+    if ((str = (char *)LEPT_CALLOC(1, sy * (sx + 1) + 1)) == NULL)
+        return (char *)ERROR_PTR("calloc fail for str", procName, NULL);
+    strptr = str;
+
+    for (y = 0; y < sy; ++y) {
+        for (x = 0; x < sx; ++x) {
+            selGetElement(sel, y, x, &type);
+            is_center = (x == cx && y == cy);
+            switch (type) {
+                case SEL_HIT:
+                    *(strptr++) = is_center ? 'X' : 'x';
+                    break;
+                case SEL_MISS:
+                    *(strptr++) = is_center ? 'O' : 'o';
+                    break;
+                case SEL_DONT_CARE:
+                    *(strptr++) = is_center ? 'C' : ' ';
+                    break;
+            }
+        }
+        *(strptr++) = '\n';
+    }
+
+    return str;
+}
+
+
+/*----------------------------------------------------------------------*
+ *         Building custom hit-miss sels from a simple file format      *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selaCreateFromFile()
+ *
+ * \param[in]    filename
+ * \return  sela, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The file contains a sequence of Sel descriptions.
+ *      (2) Each Sel is formatted as follows:
+ *           ~ Any number of comment lines starting with '#' are ignored
+ *           ~ The next line contains the selname
+ *           ~ The next lines contain the Sel data.  They must be
+ *             formatted similarly to the string format in
+ *             selCreateFromString(), with each line beginning and
+ *             ending with a double-quote, and showing the 2D layout.
+ *           ~ Each Sel ends when a blank line, a comment line, or
+ *             the end of file is reached.
+ *      (3) See selCreateFromString() for a description of the string
+ *          format for the Sel data.  As an example, here are the lines
+ *          of is a valid file for a single Sel.  In the file, all lines
+ *          are left-justified:
+ *                    # diagonal sel
+ *                    sel_5diag
+ *                    "x    "
+ *                    " x   "
+ *                    "  X  "
+ *                    "   x "
+ *                    "    x"
+ * 

+ */
+SELA *
+selaCreateFromFile(const char  *filename)
+{
+char    *filestr, *line;
+l_int32  i, n, first, last, nsel, insel;
+size_t   nbytes;
+NUMA    *nafirst, *nalast;
+SARRAY  *sa;
+SEL     *sel;
+SELA    *sela;
+
+    PROCNAME("selaCreateFromFile");
+
+    if (!filename)
+        return (SELA *)ERROR_PTR("filename not defined", procName, NULL);
+
+    filestr = (char *)l_binaryRead(filename, &nbytes);
+    sa = sarrayCreateLinesFromString(filestr, 1);
+    LEPT_FREE(filestr);
+    n = sarrayGetCount(sa);
+    sela = selaCreate(0);
+
+        /* Find the start and end lines for each Sel.
+         * We allow the "blank" lines to be null strings or
+         * to have standard whitespace (' ','\t',\'n') or be '#'. */
+    nafirst = numaCreate(0);
+    nalast = numaCreate(0);
+    insel = FALSE;
+    for (i = 0; i < n; i++) {
+        line = sarrayGetString(sa, i, L_NOCOPY);
+        if (!insel &&
+            (line[0] != '\0' && line[0] != ' ' &&
+             line[0] != '\t' && line[0] != '\n' && line[0] != '#')) {
+            numaAddNumber(nafirst, i);
+            insel = TRUE;
+            continue;
+        }
+        if (insel &&
+            (line[0] == '\0' || line[0] == ' ' ||
+             line[0] == '\t' || line[0] == '\n' || line[0] == '#')) {
+            numaAddNumber(nalast, i - 1);
+            insel = FALSE;
+            continue;
+        }
+    }
+    if (insel)  /* fell off the end of the file */
+        numaAddNumber(nalast, n - 1);
+
+        /* Extract sels */
+    nsel = numaGetCount(nafirst);
+    for (i = 0; i < nsel; i++) {
+        numaGetIValue(nafirst, i, &first);
+        numaGetIValue(nalast, i, &last);
+        if ((sel = selCreateFromSArray(sa, first, last)) == NULL) {
+            fprintf(stderr, "Error reading sel from %d to %d\n", first, last);
+            selaDestroy(&sela);
+            sarrayDestroy(&sa);
+            numaDestroy(&nafirst);
+            numaDestroy(&nalast);
+            return (SELA *)ERROR_PTR("bad sela file", procName, NULL);
+        }
+        selaAddSel(sela, sel, NULL, 0);
+    }
+
+    numaDestroy(&nafirst);
+    numaDestroy(&nalast);
+    sarrayDestroy(&sa);
+    return sela;
+}
+
+
+/*!
+ * \brief   selCreateFromSArray()
+ *
+ * \param[in]    sa
+ * \param[in]    first    line of sarray where Sel begins
+ * \param[in]    last     line of sarray where Sel ends
+ * \return  sela, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The Sel contains the following lines:
+ *          ~ The first line is the selname
+ *          ~ The remaining lines contain the Sel data.  They must
+ *            be formatted similarly to the string format in
+ *            selCreateFromString(), with each line beginning and
+ *            ending with a double-quote, and showing the 2D layout.
+ *          ~ 'last' gives the last line in the Sel data.
+ *      (2) See selCreateFromString() for a description of the string
+ *          format for the Sel data.  As an example, here are the lines
+ *          of is a valid file for a single Sel.  In the file, all lines
+ *          are left-justified:
+ *                    # diagonal sel
+ *                    sel_5diag
+ *                    "x    "
+ *                    " x   "
+ *                    "  X  "
+ *                    "   x "
+ *                    "    x"
+ * 

+ */
+static SEL *
+selCreateFromSArray(SARRAY  *sa,
+                    l_int32  first,
+                    l_int32  last)
+{
+char     ch;
+char    *name, *line;
+l_int32  n, len, i, w, h, y, x;
+SEL     *sel;
+
+    PROCNAME("selCreateFromSArray");
+
+    if (!sa)
+        return (SEL *)ERROR_PTR("sa not defined", procName, NULL);
+    n = sarrayGetCount(sa);
+    if (first < 0 || first >= n || last <= first || last >= n)
+        return (SEL *)ERROR_PTR("invalid range", procName, NULL);
+
+    name = sarrayGetString(sa, first, L_NOCOPY);
+    h = last - first;
+    line = sarrayGetString(sa, first + 1, L_NOCOPY);
+    len = strlen(line);
+    if (line[0] != '"' || line[len - 1] != '"')
+        return (SEL *)ERROR_PTR("invalid format", procName, NULL);
+    w = len - 2;
+    if ((sel = selCreate(h, w, name)) == NULL)
+        return (SEL *)ERROR_PTR("sel not made", procName, NULL);
+    for (i = first + 1; i <= last; i++) {
+        line = sarrayGetString(sa, i, L_NOCOPY);
+        y = i - first - 1;
+        for (x = 0; x < w; ++x) {
+            ch = line[x + 1];  /* skip the leading double-quote */
+            switch (ch)
+            {
+                case 'X':
+                    selSetOrigin(sel, y, x);  /* set origin and hit */
+                case 'x':
+                    selSetElement(sel, y, x, SEL_HIT);
+                    break;
+
+                case 'O':
+                    selSetOrigin(sel, y, x);  /* set origin and miss */
+                case 'o':
+                    selSetElement(sel, y, x, SEL_MISS);
+                    break;
+
+                case 'C':
+                    selSetOrigin(sel, y, x);  /* set origin and don't-care */
+                case ' ':
+                    selSetElement(sel, y, x, SEL_DONT_CARE);
+                    break;
+
+                default:
+                    selDestroy(&sel);
+                    return (SEL *)ERROR_PTR("unknown char", procName, NULL);
+            }
+        }
+    }
+
+    return sel;
+}
+
+
+/*----------------------------------------------------------------------*
+ *               Making hit-only SELs from Pta and Pix                  *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selCreateFromPta()
+ *
+ * \param[in]    pta
+ * \param[in]    cy, cx    origin of sel
+ * \param[in]    name      [optional] sel name; can be null
+ * \return  sel of minimum required size, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The origin and all points in the pta must be positive.
+ * 

+ */
+SEL *
+selCreateFromPta(PTA         *pta,
+                 l_int32      cy,
+                 l_int32      cx,
+                 const char  *name)
+{
+l_int32  i, n, x, y, w, h;
+BOX     *box;
+SEL     *sel;
+
+    PROCNAME("selCreateFromPta");
+
+    if (!pta)
+        return (SEL *)ERROR_PTR("pta not defined", procName, NULL);
+    if (cy < 0 || cx < 0)
+        return (SEL *)ERROR_PTR("(cy, cx) not both >= 0", procName, NULL);
+    n = ptaGetCount(pta);
+    if (n == 0)
+        return (SEL *)ERROR_PTR("no pts in pta", procName, NULL);
+
+    box = ptaGetBoundingRegion(pta);
+    boxGetGeometry(box, &x, &y, &w, &h);
+    boxDestroy(&box);
+    if (x < 0 || y < 0)
+        return (SEL *)ERROR_PTR("not all x and y >= 0", procName, NULL);
+
+    sel = selCreate(y + h, x + w, name);
+    selSetOrigin(sel, cy, cx);
+    for (i = 0; i < n; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        selSetElement(sel, y, x, SEL_HIT);
+    }
+
+    return sel;
+}
+
+
+/*!
+ * \brief   selCreateFromPix()
+ *
+ * \param[in]    pix
+ * \param[in]    cy, cx    origin of sel
+ * \param[in]    name      [optional] sel name; can be null
+ * \return  sel, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The origin must be positive.
+ * 

+ */
+SEL *
+selCreateFromPix(PIX         *pix,
+                 l_int32      cy,
+                 l_int32      cx,
+                 const char  *name)
+{
+SEL      *sel;
+l_int32   i, j, w, h, d;
+l_uint32  val;
+
+    PROCNAME("selCreateFromPix");
+
+    if (!pix)
+        return (SEL *)ERROR_PTR("pix not defined", procName, NULL);
+    if (cy < 0 || cx < 0)
+        return (SEL *)ERROR_PTR("(cy, cx) not both >= 0", procName, NULL);
+    pixGetDimensions(pix, &w, &h, &d);
+    if (d != 1)
+        return (SEL *)ERROR_PTR("pix not 1 bpp", procName, NULL);
+
+    sel = selCreate(h, w, name);
+    selSetOrigin(sel, cy, cx);
+    for (i = 0; i < h; i++) {
+        for (j = 0; j < w; j++) {
+            pixGetPixel(pix, j, i, &val);
+            if (val)
+                selSetElement(sel, i, j, SEL_HIT);
+        }
+    }
+
+    return sel;
+}
+
+
+/*----------------------------------------------------------------------*
+ *            Making hit-miss sels from color Pix and image files             *
+ *----------------------------------------------------------------------*/
+/*!
+ *
+ *  selReadFromColorImage()
+ *
+ * \param[in]    pathname
+ * \return  sel if OK; NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Loads an image from a file and creates a (hit-miss) sel.
+ *      (2) The sel name is taken from the pathname without the directory
+ *          and extension.
+ * 

+ */
+SEL *
+selReadFromColorImage(const char  *pathname)
+{
+PIX   *pix;
+SEL   *sel;
+char  *basename, *selname;
+
+    PROCNAME("selReadFromColorImage");
+
+    splitPathAtExtension (pathname, &basename, NULL);
+    splitPathAtDirectory (basename, NULL, &selname);
+    LEPT_FREE(basename);
+
+    if ((pix = pixRead(pathname)) == NULL) {
+        LEPT_FREE(selname);
+        return (SEL *)ERROR_PTR("pix not returned", procName, NULL);
+    }
+    if ((sel = selCreateFromColorPix(pix, selname)) == NULL)
+        L_ERROR("sel not made\n", procName);
+
+    LEPT_FREE(selname);
+    pixDestroy(&pix);
+    return sel;
+}
+
+
+/*!
+ *
+ *  selCreateFromColorPix()
+ *
+ * \param[in]    pixs      cmapped or rgb
+ * \param[in]    selname   [optional] sel name; can be null
+ * \return  sel if OK, NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The sel size is given by the size of pixs.
+ *      (2) In pixs, hits are represented by green pixels, misses by red
+ *          pixels, and don't-cares by white pixels.
+ *      (3) In pixs, there may be no misses, but there must be at least 1 hit.
+ *      (4) At most there can be only one origin pixel, which is optionally
+ *          specified by using a lower-intensity pixel:
+ *            if a hit:  dark green
+ *            if a miss: dark red
+ *            if a don't care: gray
+ *          If there is no such pixel, the origin defaults to the approximate
+ *          center of the sel.
+ * 

+ */
+SEL *
+selCreateFromColorPix(PIX         *pixs,
+                      const char  *selname)
+{
+PIXCMAP  *cmap;
+SEL      *sel;
+l_int32   hascolor, hasorigin, nohits;
+l_int32   w, h, d, i, j, red, green, blue;
+l_uint32  pixval;
+
+    PROCNAME("selCreateFromColorPix");
+
+    if (!pixs)
+        return (SEL *)ERROR_PTR("pixs not defined", procName, NULL);
+
+    hascolor = FALSE;
+    cmap = pixGetColormap(pixs);
+    if (cmap)
+        pixcmapHasColor(cmap, &hascolor);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (hascolor == FALSE && d != 32)
+        return (SEL *)ERROR_PTR("pixs has no color", procName, NULL);
+
+    if ((sel = selCreate (h, w, NULL)) == NULL)
+        return (SEL *)ERROR_PTR ("sel not made", procName, NULL);
+    selSetOrigin (sel, h / 2, w / 2);
+    selSetName(sel, selname);
+
+    hasorigin = FALSE;
+    nohits = TRUE;
+    for (i = 0; i < h; i++) {
+        for (j = 0; j < w; j++) {
+            pixGetPixel (pixs, j, i, &pixval);
+
+            if (cmap) {
+                pixcmapGetColor (cmap, pixval, &red, &green, &blue);
+            } else {
+                red = GET_DATA_BYTE (&pixval, COLOR_RED);
+                green = GET_DATA_BYTE (&pixval, COLOR_GREEN);
+                blue = GET_DATA_BYTE (&pixval, COLOR_BLUE);
+            }
+
+            if (red < 255 && green < 255 && blue < 255) {
+                if (hasorigin)
+                    L_WARNING("multiple origins in sel image\n", procName);
+                selSetOrigin (sel, i, j);
+                hasorigin = TRUE;
+            }
+            if (!red && green && !blue) {
+                nohits = FALSE;
+                selSetElement (sel, i, j, SEL_HIT);
+            } else if (red && !green && !blue) {
+                selSetElement (sel, i, j, SEL_MISS);
+            } else if (red && green && blue) {
+                selSetElement (sel, i, j, SEL_DONT_CARE);
+            } else {
+                selDestroy(&sel);
+                return (SEL *)ERROR_PTR("invalid color", procName, NULL);
+            }
+        }
+    }
+
+    if (nohits) {
+        selDestroy(&sel);
+        return (SEL *)ERROR_PTR("no hits in sel", procName, NULL);
+    }
+    return sel;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                     Printable display of sel                         *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   selDisplayInPix()
+ *
+ * \param[in]    sel
+ * \param[in]    size     of grid interiors; odd; minimum size of 13 is enforced
+ * \param[in]    gthick   grid thickness; minimum size of 2 is enforced
+ * \return  pix display of sel, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives a visual representation of a general (hit-miss) sel.
+ *      (2) The empty sel is represented by a grid of intersecting lines.
+ *      (3) Three different patterns are generated for the sel elements:
+ *          ~ hit (solid black circle)
+ *          ~ miss (black ring; inner radius is radius2)
+ *          ~ origin (cross, XORed with whatever is there)
+ * 

+ */
+PIX *
+selDisplayInPix(SEL     *sel,
+                l_int32  size,
+                l_int32  gthick)
+{
+l_int32  i, j, w, h, sx, sy, cx, cy, type, width;
+l_int32  radius1, radius2, shift1, shift2, x0, y0;
+PIX     *pixd, *pix2, *pixh, *pixm, *pixorig;
+PTA     *pta1, *pta2, *pta1t, *pta2t;
+
+    PROCNAME("selDisplayInPix");
+
+    if (!sel)
+        return (PIX *)ERROR_PTR("sel not defined", procName, NULL);
+    if (size < 13) {
+        L_WARNING("size < 13; setting to 13\n", procName);
+        size = 13;
+    }
+    if (size % 2 == 0)
+        size++;
+    if (gthick < 2) {
+        L_WARNING("grid thickness < 2; setting to 2\n", procName);
+        gthick = 2;
+    }
+    selGetParameters(sel, &sy, &sx, &cy, &cx);
+    w = size * sx + gthick * (sx + 1);
+    h = size * sy + gthick * (sy + 1);
+    pixd = pixCreate(w, h, 1);
+
+        /* Generate grid lines */
+    for (i = 0; i <= sy; i++)
+        pixRenderLine(pixd, 0, gthick / 2 + i * (size + gthick),
+                      w - 1, gthick / 2 + i * (size + gthick),
+                      gthick, L_SET_PIXELS);
+    for (j = 0; j <= sx; j++)
+        pixRenderLine(pixd, gthick / 2 + j * (size + gthick), 0,
+                      gthick / 2 + j * (size + gthick), h - 1,
+                      gthick, L_SET_PIXELS);
+
+        /* Generate hit and miss patterns */
+    radius1 = (l_int32)(0.85 * ((size - 1) / 2.0) + 0.5);  /* of hit */
+    radius2 = (l_int32)(0.65 * ((size - 1) / 2.0) + 0.5);  /* of inner miss */
+    pta1 = generatePtaFilledCircle(radius1);
+    pta2 = generatePtaFilledCircle(radius2);
+    shift1 = (size - 1) / 2 - radius1;  /* center circle in square */
+    shift2 = (size - 1) / 2 - radius2;
+    pta1t = ptaTransform(pta1, shift1, shift1, 1.0, 1.0);
+    pta2t = ptaTransform(pta2, shift2, shift2, 1.0, 1.0);
+    pixh = pixGenerateFromPta(pta1t, size, size);  /* hits */
+    pix2 = pixGenerateFromPta(pta2t, size, size);
+    pixm = pixSubtract(NULL, pixh, pix2);
+
+        /* Generate crossed lines for origin pattern */
+    pixorig = pixCreate(size, size, 1);
+    width = size / 8;
+    pixRenderLine(pixorig, size / 2, (l_int32)(0.12 * size),
+                           size / 2, (l_int32)(0.88 * size),
+                           width, L_SET_PIXELS);
+    pixRenderLine(pixorig, (l_int32)(0.15 * size), size / 2,
+                           (l_int32)(0.85 * size), size / 2,
+                           width, L_FLIP_PIXELS);
+    pixRasterop(pixorig, size / 2 - width, size / 2 - width,
+                2 * width, 2 * width, PIX_NOT(PIX_DST), NULL, 0, 0);
+
+        /* Specialize origin pattern for this sel */
+    selGetTypeAtOrigin(sel, &type);
+    if (type == SEL_HIT)
+        pixXor(pixorig, pixorig, pixh);
+    else if (type == SEL_MISS)
+        pixXor(pixorig, pixorig, pixm);
+
+        /* Paste the patterns in */
+    y0 = gthick;
+    for (i = 0; i < sy; i++) {
+        x0 = gthick;
+        for (j = 0; j < sx; j++) {
+            selGetElement(sel, i, j, &type);
+            if (i == cy && j == cx)  /* origin */
+                pixRasterop(pixd, x0, y0, size, size, PIX_SRC, pixorig, 0, 0);
+            else if (type == SEL_HIT)
+                pixRasterop(pixd, x0, y0, size, size, PIX_SRC, pixh, 0, 0);
+            else if (type == SEL_MISS)
+                pixRasterop(pixd, x0, y0, size, size, PIX_SRC, pixm, 0, 0);
+            x0 += size + gthick;
+        }
+        y0 += size + gthick;
+    }
+
+    pixDestroy(&pix2);
+    pixDestroy(&pixh);
+    pixDestroy(&pixm);
+    pixDestroy(&pixorig);
+    ptaDestroy(&pta1);
+    ptaDestroy(&pta1t);
+    ptaDestroy(&pta2);
+    ptaDestroy(&pta2t);
+    return pixd;
+}
+
+
+/*!
+ * \brief   selaDisplayInPix()
+ *
+ * \param[in]    sela
+ * \param[in]    size     of grid interiors; odd; minimum size of 13 is enforced
+ * \param[in]    gthick   grid thickness; minimum size of 2 is enforced
+ * \param[in]    spacing  between sels, both horizontally and vertically
+ * \param[in]    ncols    number of sels per "line"
+ * \return  pix display of all sels in sela, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives a visual representation of all the sels in a sela.
+ *      (2) See notes in selDisplayInPix() for display params of each sel.
+ *      (3) This gives the nicest results when all sels in the sela
+ *          are the same size.
+ * 

+ */
+PIX *
+selaDisplayInPix(SELA    *sela,
+                 l_int32  size,
+                 l_int32  gthick,
+                 l_int32  spacing,
+                 l_int32  ncols)
+{
+l_int32  nsels, i, w, width;
+PIX     *pixt, *pixd;
+PIXA    *pixa;
+SEL     *sel;
+
+    PROCNAME("selaDisplayInPix");
+
+    if (!sela)
+        return (PIX *)ERROR_PTR("sela not defined", procName, NULL);
+    if (size < 13) {
+        L_WARNING("size < 13; setting to 13\n", procName);
+        size = 13;
+    }
+    if (size % 2 == 0)
+        size++;
+    if (gthick < 2) {
+        L_WARNING("grid thickness < 2; setting to 2\n", procName);
+        gthick = 2;
+    }
+    if (spacing < 5) {
+        L_WARNING("spacing < 5; setting to 5\n", procName);
+        spacing = 5;
+    }
+
+        /* Accumulate the pix of each sel */
+    nsels = selaGetCount(sela);
+    pixa = pixaCreate(nsels);
+    for (i = 0; i < nsels; i++) {
+        sel = selaGetSel(sela, i);
+        pixt = selDisplayInPix(sel, size, gthick);
+        pixaAddPix(pixa, pixt, L_INSERT);
+    }
+
+        /* Find the tiled output width, using just the first
+         * ncols pix in the pixa.   If all pix have the same width,
+         * they will align properly in columns. */
+    width = 0;
+    ncols = L_MIN(nsels, ncols);
+    for (i = 0; i < ncols; i++) {
+        pixt = pixaGetPix(pixa, i, L_CLONE);
+        pixGetDimensions(pixt, &w, NULL, NULL);
+        width += w;
+        pixDestroy(&pixt);
+    }
+    width += (ncols + 1) * spacing;  /* add spacing all around as well */
+
+    pixd = pixaDisplayTiledInRows(pixa, 1, width, 1.0, 0, spacing, 0);
+    pixaDestroy(&pixa);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/sel2.c b/3rdparty/hgOCR/leptonica/sel2.c
new file mode 100644
index 00000000..d1f6f6a4
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/sel2.c
@@ -0,0 +1,845 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file sel2.c
+ * 
+ *
+ *      Contains definitions of simple structuring elements
+ *
+ *      Basic brick structuring elements
+ *          SELA    *selaAddBasic()
+ *               Linear horizontal and vertical
+ *               Square
+ *               Diagonals
+ *
+ *      Simple hit-miss structuring elements
+ *          SELA    *selaAddHitMiss()
+ *               Isolated foreground pixel
+ *               Horizontal and vertical edges
+ *               Slanted edge
+ *               Corners
+ *
+ *      Structuring elements for comparing with DWA operations
+ *          SELA    *selaAddDwaLinear()
+ *          SELA    *selaAddDwaCombs()
+ *
+ *      Structuring elements for the intersection of lines
+ *          SELA    *selaAddCrossJunctions()
+ *          SELA    *selaAddTJunctions()
+ *
+ *      Structuring elements for connectivity-preserving thinning operations
+ *          SELA    *sela4ccThin()
+ *          SELA    *sela8ccThin()
+ *          SELA    *sela4and8ccThin()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+//static const l_int32  L_BUF_SIZE = 512;
+#define L_BUF_SIZE 512
+
+    /* Linear brick sel sizes, including all those that are required
+     * for decomposable sels up to size 63. */
+static const l_int32  num_linear = 25;
+static const l_int32  basic_linear[] = {2, 3, 4, 5, 6, 7, 8, 9, 10, 11,
+       12, 13, 14, 15, 20, 21, 25, 30, 31, 35, 40, 41, 45, 50, 51};
+
+
+/* ------------------------------------------------------------------- *
+ *                    Basic brick structuring elements                 *
+ * ------------------------------------------------------------------- */
+/*!
+ * \brief   selaAddBasic()
+ *
+ * \param[in]    sela [optional]
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds the following sels:
+ *            ~ all linear (horiz, vert) brick sels that are
+ *              necessary for decomposable sels up to size 63
+ *            ~ square brick sels up to size 10
+ *            ~ 4 diagonal sels
+ * 

+ */
+SELA *
+selaAddBasic(SELA  *sela)
+{
+char     name[L_BUF_SIZE];
+l_int32  i, size;
+SEL     *sel;
+
+    PROCNAME("selaAddBasic");
+
+    if (!sela) {
+        if ((sela = selaCreate(0)) == NULL)
+            return (SELA *)ERROR_PTR("sela not made", procName, NULL);
+    }
+
+    /*--------------------------------------------------------------*
+     *             Linear horizontal and vertical sels              *
+     *--------------------------------------------------------------*/
+    for (i = 0; i < num_linear; i++) {
+        size = basic_linear[i];
+        sel = selCreateBrick(1, size, 0, size / 2, 1);
+        snprintf(name, L_BUF_SIZE, "sel_%dh", size);
+        selaAddSel(sela, sel, name, 0);
+    }
+    for (i = 0; i < num_linear; i++) {
+        size = basic_linear[i];
+        sel = selCreateBrick(size, 1, size / 2, 0, 1);
+        snprintf(name, L_BUF_SIZE, "sel_%dv", size);
+        selaAddSel(sela, sel, name, 0);
+    }
+
+    /*-----------------------------------------------------------*
+     *                      2-d Bricks                           *
+     *-----------------------------------------------------------*/
+    for (i = 2; i <= 5; i++) {
+        sel = selCreateBrick(i, i, i / 2, i / 2, 1);
+        snprintf(name, L_BUF_SIZE, "sel_%d", i);
+        selaAddSel(sela, sel, name, 0);
+    }
+
+    /*-----------------------------------------------------------*
+     *                        Diagonals                          *
+     *-----------------------------------------------------------*/
+        /*  0c  1
+            1   0  */
+    sel = selCreateBrick(2, 2, 0, 0, 1);
+    selSetElement(sel, 0, 0, 0);
+    selSetElement(sel, 1, 1, 0);
+    selaAddSel(sela, sel, "sel_2dp", 0);
+
+        /*  1c  0
+            0   1   */
+    sel = selCreateBrick(2, 2, 0, 0, 1);
+    selSetElement(sel, 0, 1, 0);
+    selSetElement(sel, 1, 0, 0);
+    selaAddSel(sela, sel, "sel_2dm", 0);
+
+        /*  Diagonal, slope +, size 5 */
+    sel = selCreate(5, 5, "sel_5dp");
+    selSetOrigin(sel, 2, 2);
+    selSetElement(sel, 0, 4, 1);
+    selSetElement(sel, 1, 3, 1);
+    selSetElement(sel, 2, 2, 1);
+    selSetElement(sel, 3, 1, 1);
+    selSetElement(sel, 4, 0, 1);
+    selaAddSel(sela, sel, "sel_5dp", 0);
+
+        /*  Diagonal, slope -, size 5 */
+    sel = selCreate(5, 5, "sel_5dm");
+    selSetOrigin(sel, 2, 2);
+    selSetElement(sel, 0, 0, 1);
+    selSetElement(sel, 1, 1, 1);
+    selSetElement(sel, 2, 2, 1);
+    selSetElement(sel, 3, 3, 1);
+    selSetElement(sel, 4, 4, 1);
+    selaAddSel(sela, sel, "sel_5dm", 0);
+
+    return sela;
+}
+
+
+/* ------------------------------------------------------------------- *
+ *                 Simple hit-miss structuring elements                *
+ * ------------------------------------------------------------------- */
+/*!
+ * \brief   selaAddHitMiss()
+ *
+ * \param[in]    sela  [optional]
+ * \return  sela with additional sels, or NULL on error
+ */
+SELA *
+selaAddHitMiss(SELA  *sela)
+{
+SEL  *sel;
+
+    PROCNAME("selaAddHitMiss");
+
+    if (!sela) {
+        if ((sela = selaCreate(0)) == NULL)
+            return (SELA *)ERROR_PTR("sela not made", procName, NULL);
+    }
+
+#if 0   /*  use just for testing */
+    sel = selCreateBrick(3, 3, 1, 1, 2);
+    selaAddSel(sela, sel, "sel_bad", 0);
+#endif
+
+
+    /*--------------------------------------------------------------*
+     *                   Isolated foreground pixel                  *
+     *--------------------------------------------------------------*/
+    sel = selCreateBrick(3, 3, 1, 1, SEL_MISS);
+    selSetElement(sel, 1, 1, SEL_HIT);
+    selaAddSel(sela, sel, "sel_3hm", 0);
+
+    /*--------------------------------------------------------------*
+     *                Horizontal and vertical edges                 *
+     *--------------------------------------------------------------*/
+    sel = selCreateBrick(2, 3, 0, 1, SEL_HIT);
+    selSetElement(sel, 1, 0, SEL_MISS);
+    selSetElement(sel, 1, 1, SEL_MISS);
+    selSetElement(sel, 1, 2, SEL_MISS);
+    selaAddSel(sela, sel, "sel_3de", 0);
+
+    sel = selCreateBrick(2, 3, 1, 1, SEL_HIT);
+    selSetElement(sel, 0, 0, SEL_MISS);
+    selSetElement(sel, 0, 1, SEL_MISS);
+    selSetElement(sel, 0, 2, SEL_MISS);
+    selaAddSel(sela, sel, "sel_3ue", 0);
+
+    sel = selCreateBrick(3, 2, 1, 0, SEL_HIT);
+    selSetElement(sel, 0, 1, SEL_MISS);
+    selSetElement(sel, 1, 1, SEL_MISS);
+    selSetElement(sel, 2, 1, SEL_MISS);
+    selaAddSel(sela, sel, "sel_3re", 0);
+
+    sel = selCreateBrick(3, 2, 1, 1, SEL_HIT);
+    selSetElement(sel, 0, 0, SEL_MISS);
+    selSetElement(sel, 1, 0, SEL_MISS);
+    selSetElement(sel, 2, 0, SEL_MISS);
+    selaAddSel(sela, sel, "sel_3le", 0);
+
+    /*--------------------------------------------------------------*
+     *                        Slanted edge                          *
+     *--------------------------------------------------------------*/
+    sel = selCreateBrick(13, 6, 6, 2, SEL_DONT_CARE);
+    selSetElement(sel, 0, 3, SEL_MISS);
+    selSetElement(sel, 0, 5, SEL_HIT);
+    selSetElement(sel, 4, 2, SEL_MISS);
+    selSetElement(sel, 4, 4, SEL_HIT);
+    selSetElement(sel, 8, 1, SEL_MISS);
+    selSetElement(sel, 8, 3, SEL_HIT);
+    selSetElement(sel, 12, 0, SEL_MISS);
+    selSetElement(sel, 12, 2, SEL_HIT);
+    selaAddSel(sela, sel, "sel_sl1", 0);
+
+    /*--------------------------------------------------------------*
+     *                           Corners                            *
+     *  This allows for up to 3 missing edge pixels at the corner   *
+     *--------------------------------------------------------------*/
+    sel = selCreateBrick(4, 4, 1, 1, SEL_MISS);
+    selSetElement(sel, 1, 1, SEL_DONT_CARE);
+    selSetElement(sel, 1, 2, SEL_DONT_CARE);
+    selSetElement(sel, 2, 1, SEL_DONT_CARE);
+    selSetElement(sel, 1, 3, SEL_HIT);
+    selSetElement(sel, 2, 2, SEL_HIT);
+    selSetElement(sel, 2, 3, SEL_HIT);
+    selSetElement(sel, 3, 1, SEL_HIT);
+    selSetElement(sel, 3, 2, SEL_HIT);
+    selSetElement(sel, 3, 3, SEL_HIT);
+    selaAddSel(sela, sel, "sel_ulc", 0);
+
+    sel = selCreateBrick(4, 4, 1, 2, SEL_MISS);
+    selSetElement(sel, 1, 1, SEL_DONT_CARE);
+    selSetElement(sel, 1, 2, SEL_DONT_CARE);
+    selSetElement(sel, 2, 2, SEL_DONT_CARE);
+    selSetElement(sel, 1, 0, SEL_HIT);
+    selSetElement(sel, 2, 0, SEL_HIT);
+    selSetElement(sel, 2, 1, SEL_HIT);
+    selSetElement(sel, 3, 0, SEL_HIT);
+    selSetElement(sel, 3, 1, SEL_HIT);
+    selSetElement(sel, 3, 2, SEL_HIT);
+    selaAddSel(sela, sel, "sel_urc", 0);
+
+    sel = selCreateBrick(4, 4, 2, 1, SEL_MISS);
+    selSetElement(sel, 1, 1, SEL_DONT_CARE);
+    selSetElement(sel, 2, 1, SEL_DONT_CARE);
+    selSetElement(sel, 2, 2, SEL_DONT_CARE);
+    selSetElement(sel, 0, 1, SEL_HIT);
+    selSetElement(sel, 0, 2, SEL_HIT);
+    selSetElement(sel, 0, 3, SEL_HIT);
+    selSetElement(sel, 1, 2, SEL_HIT);
+    selSetElement(sel, 1, 3, SEL_HIT);
+    selSetElement(sel, 2, 3, SEL_HIT);
+    selaAddSel(sela, sel, "sel_llc", 0);
+
+    sel = selCreateBrick(4, 4, 2, 2, SEL_MISS);
+    selSetElement(sel, 1, 2, SEL_DONT_CARE);
+    selSetElement(sel, 2, 1, SEL_DONT_CARE);
+    selSetElement(sel, 2, 2, SEL_DONT_CARE);
+    selSetElement(sel, 0, 0, SEL_HIT);
+    selSetElement(sel, 0, 1, SEL_HIT);
+    selSetElement(sel, 0, 2, SEL_HIT);
+    selSetElement(sel, 1, 0, SEL_HIT);
+    selSetElement(sel, 1, 1, SEL_HIT);
+    selSetElement(sel, 2, 0, SEL_HIT);
+    selaAddSel(sela, sel, "sel_lrc", 0);
+
+    return sela;
+}
+
+
+/* ------------------------------------------------------------------- *
+ *        Structuring elements for comparing with DWA operations       *
+ * ------------------------------------------------------------------- */
+/*!
+ * \brief   selaAddDwaLinear()
+ *
+ * \param[in]    sela [optional]
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds all linear (horizontal, vertical) sels from
+ *          2 to 63 pixels in length, which are the sizes over
+ *          which dwa code can be generated.
+ * 

+ */
+SELA *
+selaAddDwaLinear(SELA  *sela)
+{
+char     name[L_BUF_SIZE];
+l_int32  i;
+SEL     *sel;
+
+    PROCNAME("selaAddDwaLinear");
+
+    if (!sela) {
+        if ((sela = selaCreate(0)) == NULL)
+            return (SELA *)ERROR_PTR("sela not made", procName, NULL);
+    }
+
+    for (i = 2; i < 64; i++) {
+        sel = selCreateBrick(1, i, 0, i / 2, 1);
+        snprintf(name, L_BUF_SIZE, "sel_%dh", i);
+        selaAddSel(sela, sel, name, 0);
+    }
+    for (i = 2; i < 64; i++) {
+        sel = selCreateBrick(i, 1, i / 2, 0, 1);
+        snprintf(name, L_BUF_SIZE, "sel_%dv", i);
+        selaAddSel(sela, sel, name, 0);
+    }
+    return sela;
+}
+
+
+/*!
+ * \brief   selaAddDwaCombs()
+ *
+ * \param[in]    sela [optional]
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds all comb (horizontal, vertical) Sels that are
+ *          used in composite linear morphological operations
+ *          up to 63 pixels in length, which are the sizes over
+ *          which dwa code can be generated.
+ * 

+ */
+SELA *
+selaAddDwaCombs(SELA  *sela)
+{
+char     name[L_BUF_SIZE];
+l_int32  i, f1, f2, prevsize, size;
+SEL     *selh, *selv;
+
+    PROCNAME("selaAddDwaCombs");
+
+    if (!sela) {
+        if ((sela = selaCreate(0)) == NULL)
+            return (SELA *)ERROR_PTR("sela not made", procName, NULL);
+    }
+
+    prevsize = 0;
+    for (i = 4; i < 64; i++) {
+        selectComposableSizes(i, &f1, &f2);
+        size = f1 * f2;
+        if (size == prevsize)
+            continue;
+        selectComposableSels(i, L_HORIZ, NULL, &selh);
+        selectComposableSels(i, L_VERT, NULL, &selv);
+        snprintf(name, L_BUF_SIZE, "sel_comb_%dh", size);
+        selaAddSel(sela, selh, name, 0);
+        snprintf(name, L_BUF_SIZE, "sel_comb_%dv", size);
+        selaAddSel(sela, selv, name, 0);
+        prevsize = size;
+    }
+
+    return sela;
+}
+
+
+/* ------------------------------------------------------------------- *
+ *          Structuring elements for the intersection of lines         *
+ * ------------------------------------------------------------------- */
+/*!
+ * \brief   selaAddCrossJunctions()
+ *
+ * \param[in]    sela [optional]
+ * \param[in]    hlsize length of each line of hits from origin
+ * \param[in]    mdist distance of misses from the origin
+ * \param[in]    norient number of orientations; max of 8
+ * \param[in]    debugflag 1 for debug output
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds hitmiss Sels for the intersection of two lines.
+ *          If the lines are very thin, they must be nearly orthogonal
+ *          to register.
+ *      (2) The number of Sels generated is equal to %norient.
+ *      (3) If %norient == 2, this generates 2 Sels of crosses, each with
+ *          two perpendicular lines of hits.  One Sel has horizontal and
+ *          vertical hits; the other has hits along lines at +-45 degrees.
+ *          Likewise, if %norient == 3, this generates 3 Sels of crosses
+ *          oriented at 30 degrees with each other.
+ *      (4) It is suggested that %hlsize be chosen at least 1 greater
+ *          than %mdist.  Try values of (%hlsize, %mdist) such as
+ *          (6,5), (7,6), (8,7), (9,7), etc.
+ * 

+ */
+SELA *
+selaAddCrossJunctions(SELA      *sela,
+                      l_float32  hlsize,
+                      l_float32  mdist,
+                      l_int32    norient,
+                      l_int32    debugflag)
+{
+char       name[L_BUF_SIZE];
+l_int32    i, j, w, xc, yc;
+l_float64  pi, halfpi, radincr, radang;
+l_float64  angle;
+PIX       *pixc, *pixm, *pixt;
+PIXA      *pixa;
+PTA       *pta1, *pta2, *pta3, *pta4;
+SEL       *sel;
+
+    PROCNAME("selaAddCrossJunctions");
+
+    if (hlsize <= 0)
+        return (SELA *)ERROR_PTR("hlsize not > 0", procName, NULL);
+    if (norient < 1 || norient > 8)
+        return (SELA *)ERROR_PTR("norient not in [1, ... 8]", procName, NULL);
+
+    if (!sela) {
+        if ((sela = selaCreate(0)) == NULL)
+            return (SELA *)ERROR_PTR("sela not made", procName, NULL);
+    }
+
+    pi = 3.1415926535;
+    halfpi = 3.1415926535 / 2.0;
+    radincr = halfpi / (l_float64)norient;
+    w = (l_int32)(2.2 * (L_MAX(hlsize, mdist) + 0.5));
+    if (w % 2 == 0)
+        w++;
+    xc = w / 2;
+    yc = w / 2;
+
+    pixa = pixaCreate(norient);
+    for (i = 0; i < norient; i++) {
+
+            /* Set the don't cares */
+        pixc = pixCreate(w, w, 32);
+        pixSetAll(pixc);
+
+            /* Add the green lines of hits */
+        pixm = pixCreate(w, w, 1);
+        radang = (l_float32)i * radincr;
+        pta1 = generatePtaLineFromPt(xc, yc, hlsize + 1, radang);
+        pta2 = generatePtaLineFromPt(xc, yc, hlsize + 1, radang + halfpi);
+        pta3 = generatePtaLineFromPt(xc, yc, hlsize + 1, radang + pi);
+        pta4 = generatePtaLineFromPt(xc, yc, hlsize + 1, radang + pi + halfpi);
+        ptaJoin(pta1, pta2, 0, -1);
+        ptaJoin(pta1, pta3, 0, -1);
+        ptaJoin(pta1, pta4, 0, -1);
+        pixRenderPta(pixm, pta1, L_SET_PIXELS);
+        pixPaintThroughMask(pixc, pixm, 0, 0, 0x00ff0000);
+        ptaDestroy(&pta1);
+        ptaDestroy(&pta2);
+        ptaDestroy(&pta3);
+        ptaDestroy(&pta4);
+
+            /* Add red misses between the lines */
+        for (j = 0; j < 4; j++) {
+            angle = radang + (j - 0.5) * halfpi;
+            pixSetPixel(pixc, xc + (l_int32)(mdist * cos(angle)),
+                        yc + (l_int32)(mdist * sin(angle)), 0xff000000);
+        }
+
+            /* Add dark green for origin */
+        pixSetPixel(pixc, xc, yc, 0x00550000);
+
+            /* Generate the sel */
+        sel = selCreateFromColorPix(pixc, NULL);
+        snprintf(name, sizeof(name), "sel_cross_%d", i);
+        selaAddSel(sela, sel, name, 0);
+
+        if (debugflag) {
+            pixt = pixScaleBySampling(pixc, 10.0, 10.0);
+            pixaAddPix(pixa, pixt, L_INSERT);
+        }
+        pixDestroy(&pixm);
+        pixDestroy(&pixc);
+    }
+
+    if (debugflag) {
+        l_int32  w;
+        lept_mkdir("lept/sel");
+        pixaGetPixDimensions(pixa, 0, &w, NULL, NULL);
+        pixt = pixaDisplayTiledAndScaled(pixa, 32, w, 1, 0, 10, 2);
+        pixWriteDebug("/tmp/lept/sel/xsel1.png", pixt, IFF_PNG);
+        pixDisplay(pixt, 0, 100);
+        pixDestroy(&pixt);
+        pixt = selaDisplayInPix(sela, 15, 2, 20, 1);
+        pixWriteDebug("/tmp/lept/sel/xsel2.png", pixt, IFF_PNG);
+        pixDisplay(pixt, 500, 100);
+        pixDestroy(&pixt);
+        selaWriteStream(stderr, sela);
+    }
+    pixaDestroy(&pixa);
+
+    return sela;
+}
+
+
+/*!
+ * \brief   selaAddTJunctions()
+ *
+ * \param[in]    sela [optional]
+ * \param[in]    hlsize length of each line of hits from origin
+ * \param[in]    mdist distance of misses from the origin
+ * \param[in]    norient number of orientations; max of 8
+ * \param[in]    debugflag 1 for debug output
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds hitmiss Sels for the T-junction of two lines.
+ *          If the lines are very thin, they must be nearly orthogonal
+ *          to register.
+ *      (2) The number of Sels generated is 4 * %norient.
+ *      (3) It is suggested that %hlsize be chosen at least 1 greater
+ *          than %mdist.  Try values of (%hlsize, %mdist) such as
+ *          (6,5), (7,6), (8,7), (9,7), etc.
+ * 

+ */
+SELA *
+selaAddTJunctions(SELA      *sela,
+                  l_float32  hlsize,
+                  l_float32  mdist,
+                  l_int32    norient,
+                  l_int32    debugflag)
+{
+char       name[L_BUF_SIZE];
+l_int32    i, j, k, w, xc, yc;
+l_float64  pi, halfpi, radincr, jang, radang;
+l_float64  angle[3], dist[3];
+PIX       *pixc, *pixm, *pixt;
+PIXA      *pixa;
+PTA       *pta1, *pta2, *pta3;
+SEL       *sel;
+
+    PROCNAME("selaAddTJunctions");
+
+    if (hlsize <= 2)
+        return (SELA *)ERROR_PTR("hlsizel not > 1", procName, NULL);
+    if (norient < 1 || norient > 8)
+        return (SELA *)ERROR_PTR("norient not in [1, ... 8]", procName, NULL);
+
+    if (!sela) {
+        if ((sela = selaCreate(0)) == NULL)
+            return (SELA *)ERROR_PTR("sela not made", procName, NULL);
+    }
+
+    pi = 3.1415926535;
+    halfpi = 3.1415926535 / 2.0;
+    radincr = halfpi / (l_float32)norient;
+    w = (l_int32)(2.4 * (L_MAX(hlsize, mdist) + 0.5));
+    if (w % 2 == 0)
+        w++;
+    xc = w / 2;
+    yc = w / 2;
+
+    pixa = pixaCreate(4 * norient);
+    for (i = 0; i < norient; i++) {
+        for (j = 0; j < 4; j++) {  /* 4 orthogonal orientations */
+            jang = (l_float32)j * halfpi;
+
+                /* Set the don't cares */
+            pixc = pixCreate(w, w, 32);
+            pixSetAll(pixc);
+
+                /* Add the green lines of hits */
+            pixm = pixCreate(w, w, 1);
+            radang = (l_float32)i * radincr;
+            pta1 = generatePtaLineFromPt(xc, yc, hlsize + 1, jang + radang);
+            pta2 = generatePtaLineFromPt(xc, yc, hlsize + 1,
+                                         jang + radang + halfpi);
+            pta3 = generatePtaLineFromPt(xc, yc, hlsize + 1,
+                                         jang + radang + pi);
+            ptaJoin(pta1, pta2, 0, -1);
+            ptaJoin(pta1, pta3, 0, -1);
+            pixRenderPta(pixm, pta1, L_SET_PIXELS);
+            pixPaintThroughMask(pixc, pixm, 0, 0, 0x00ff0000);
+            ptaDestroy(&pta1);
+            ptaDestroy(&pta2);
+            ptaDestroy(&pta3);
+
+                /* Add red misses between the lines */
+            angle[0] = radang + jang - halfpi;
+            angle[1] = radang + jang + 0.5 * halfpi;
+            angle[2] = radang + jang + 1.5 * halfpi;
+            dist[0] = 0.8 * mdist;
+            dist[1] = dist[2] = mdist;
+            for (k = 0; k < 3; k++) {
+                pixSetPixel(pixc, xc + (l_int32)(dist[k] * cos(angle[k])),
+                            yc + (l_int32)(dist[k] * sin(angle[k])),
+                            0xff000000);
+            }
+
+                /* Add dark green for origin */
+            pixSetPixel(pixc, xc, yc, 0x00550000);
+
+                /* Generate the sel */
+            sel = selCreateFromColorPix(pixc, NULL);
+            snprintf(name, sizeof(name), "sel_cross_%d", 4 * i + j);
+            selaAddSel(sela, sel, name, 0);
+
+            if (debugflag) {
+                pixt = pixScaleBySampling(pixc, 10.0, 10.0);
+                pixaAddPix(pixa, pixt, L_INSERT);
+            }
+            pixDestroy(&pixm);
+            pixDestroy(&pixc);
+        }
+    }
+
+    if (debugflag) {
+        l_int32  w;
+        lept_mkdir("lept/sel");
+        pixaGetPixDimensions(pixa, 0, &w, NULL, NULL);
+        pixt = pixaDisplayTiledAndScaled(pixa, 32, w, 4, 0, 10, 2);
+        pixWriteDebug("/tmp/lept/sel/tsel1.png", pixt, IFF_PNG);
+        pixDisplay(pixt, 0, 100);
+        pixDestroy(&pixt);
+        pixt = selaDisplayInPix(sela, 15, 2, 20, 4);
+        pixWriteDebug("/tmp/lept/sel/tsel2.png", pixt, IFF_PNG);
+        pixDisplay(pixt, 500, 100);
+        pixDestroy(&pixt);
+        selaWriteStream(stderr, sela);
+    }
+    pixaDestroy(&pixa);
+
+    return sela;
+}
+
+
+/* -------------------------------------------------------------------------- *
+ *    Structuring elements for connectivity-preserving thinning operations    *
+ * -------------------------------------------------------------------------- */
+
+    /* ------------------------------------------------------------
+     * These sels (and their rotated counterparts) are the useful
+     * 3x3 Sels for thinning.   The notation is based on
+     * "Connectivity-preserving morphological image transformations,"
+     * a version of which can be found at
+     *           http://www.leptonica.com/papers/conn.pdf
+     * ------------------------------------------------------------ */
+
+    /* Sels for 4-connected thinning */
+static const char *sel_4_1 = "  x"
+                             "oCx"
+                             "  x";
+static const char *sel_4_2 = "  x"
+                             "oCx"
+                             " o ";
+static const char *sel_4_3 = " o "
+                             "oCx"
+                             "  x";
+static const char *sel_4_4 = " o "
+                             "oCx"
+                             " o ";
+static const char *sel_4_5 = " ox"
+                             "oCx"
+                             " o ";
+static const char *sel_4_6 = " o "
+                             "oCx"
+                             " ox";
+static const char *sel_4_7 = " xx"
+                             "oCx"
+                             " o ";
+static const char *sel_4_8 = "  x"
+                             "oCx"
+                             "o x";
+static const char *sel_4_9 = "o x"
+                             "oCx"
+                             "  x";
+
+    /* Sels for 8-connected thinning */
+static const char *sel_8_1 = " x "
+                             "oCx"
+                             " x ";
+static const char *sel_8_2 = " x "
+                             "oCx"
+                             "o  ";
+static const char *sel_8_3 = "o  "
+                             "oCx"
+                             " x ";
+static const char *sel_8_4 = "o  "
+                             "oCx"
+                             "o  ";
+static const char *sel_8_5 = "o x"
+                             "oCx"
+                             "o  ";
+static const char *sel_8_6 = "o  "
+                             "oCx"
+                             "o x";
+static const char *sel_8_7 = " x "
+                             "oCx"
+                             "oo ";
+static const char *sel_8_8 = " x "
+                             "oCx"
+                             "ox ";
+static const char *sel_8_9 = "ox "
+                             "oCx"
+                             " x ";
+
+    /* Sels for both 4 and 8-connected thinning */
+static const char *sel_48_1 = " xx"
+                              "oCx"
+                              "oo ";
+static const char *sel_48_2 = "o x"
+                              "oCx"
+                              "o x";
+
+
+/*!
+ * \brief   sela4ccThin()
+ *
+ * \param[in]    sela [optional]
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds the 9 basic sels for 4-cc thinning.
+ * 

+ */
+SELA *
+sela4ccThin(SELA  *sela)
+{
+SEL  *sel;
+
+    if (!sela) sela = selaCreate(9);
+
+    sel = selCreateFromString(sel_4_1, 3, 3, "sel_4_1");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_2, 3, 3, "sel_4_2");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_3, 3, 3, "sel_4_3");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_4, 3, 3, "sel_4_4");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_5, 3, 3, "sel_4_5");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_6, 3, 3, "sel_4_6");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_7, 3, 3, "sel_4_7");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_8, 3, 3, "sel_4_8");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_4_9, 3, 3, "sel_4_9");
+    selaAddSel(sela, sel, NULL, 0);
+
+    return sela;
+}
+
+
+/*!
+ * \brief   sela8ccThin()
+ *
+ * \param[in]    sela [optional]
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds the 9 basic sels for 8-cc thinning.
+ * 

+ */
+SELA *
+sela8ccThin(SELA  *sela)
+{
+SEL  *sel;
+
+    if (!sela) sela = selaCreate(9);
+
+    sel = selCreateFromString(sel_8_1, 3, 3, "sel_8_1");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_2, 3, 3, "sel_8_2");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_3, 3, 3, "sel_8_3");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_4, 3, 3, "sel_8_4");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_5, 3, 3, "sel_8_5");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_6, 3, 3, "sel_8_6");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_7, 3, 3, "sel_8_7");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_8, 3, 3, "sel_8_8");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_8_9, 3, 3, "sel_8_9");
+    selaAddSel(sela, sel, NULL, 0);
+
+    return sela;
+}
+
+
+/*!
+ * \brief   sela4and8ccThin()
+ *
+ * \param[in]    sela [optional]
+ * \return  sela with additional sels, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Adds the 2 basic sels for either 4-cc or 8-cc thinning.
+ * 

+ */
+SELA *
+sela4and8ccThin(SELA  *sela)
+{
+SEL  *sel;
+
+    if (!sela) sela = selaCreate(2);
+
+    sel = selCreateFromString(sel_48_1, 3, 3, "sel_48_1");
+    selaAddSel(sela, sel, NULL, 0);
+    sel = selCreateFromString(sel_48_2, 3, 3, "sel_48_2");
+    selaAddSel(sela, sel, NULL, 0);
+
+    return sela;
+}
+
diff --git a/3rdparty/hgOCR/leptonica/selgen.c b/3rdparty/hgOCR/leptonica/selgen.c
new file mode 100644
index 00000000..321d1ca5
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/selgen.c
@@ -0,0 +1,984 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file selgen.c
+ * 
+ *
+ *      This file contains functions that generate hit-miss Sels
+ *      for doing a loose match to a small bitmap.  The hit-miss
+ *      Sel is made from a given bitmap.  Several "knobs"
+ *      are available to control the looseness of the match.
+ *      In general, a tight match will have fewer false positives
+ *      (bad matches) but more false negatives (missed patterns).
+ *      The values to be used depend on the quality and variation
+ *      of the image in which the pattern is to be searched,
+ *      and the relative penalties of false positives and
+ *      false negatives.  Default values for the three knobs --
+ *      minimum distance to boundary pixels, number of extra pixels
+ *      added to selected sides, and minimum acceptable runlength
+ *      in eroded version -- are provided.
+ *
+ *      The generated hit-miss Sels can always be used in the
+ *      rasterop implementation of binary morphology (in morph.h).
+ *      If they are small enough (not more than 31 pixels extending
+ *      in any direction from the Sel origin), they can also be used
+ *      to auto-generate dwa code (fmorphauto.c).
+ *
+ *
+ *      Generate a subsampled structuring element
+ *            SEL     *pixGenerateSelWithRuns()
+ *            SEL     *pixGenerateSelRandom()
+ *            SEL     *pixGenerateSelBoundary()
+ *
+ *      Accumulate data on runs along lines
+ *            NUMA    *pixGetRunCentersOnLine()
+ *            NUMA    *pixGetRunsOnLine()
+ *
+ *      Subsample boundary pixels in relatively ordered way
+ *            PTA     *pixSubsampleBoundaryPixels()
+ *            PTA     *adjacentOnPixelInRaster()
+ *
+ *      Display generated sel with originating image
+ *            PIX     *pixDisplayHitMissSel()
+ * 

+ */
+
+#include "allheaders.h"
+
+
+    /* Default minimum distance of a hit-miss pixel element to
+     * a boundary pixel of its color. */
+static const l_int32  DefaultDistanceToBoundary = 1;
+static const l_int32  MaxDistanceToBoundary = 4;
+
+    /* Default min runlength to accept a hit or miss element located
+     * at its center */
+static const l_int32  DefaultMinRunlength = 3;
+
+    /* Default scalefactor for displaying image and hit-miss sel
+     * that is derived from it */
+static const l_int32  DefaultSelScalefactor = 7;
+static const l_int32  MaxSelScalefactor = 31;  /* should be big enough */
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_DISPLAY_HM_SEL   0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*-----------------------------------------------------------------*
+ *           Generate a subsampled structuring element             *
+ *-----------------------------------------------------------------*/
+/*!
+ * \brief   pixGenerateSelWithRuns()
+ *
+ * \param[in]    pixs        1 bpp, typically small, to be used as a pattern
+ * \param[in]    nhlines     number of hor lines along which elements are found
+ * \param[in]    nvlines     number of vert lines along which elements are found
+ * \param[in]    distance    min distance from boundary pixel; use 0 for default
+ * \param[in]    minlength   min runlength to set hit or miss; use 0 for default
+ * \param[in]    toppix      number of extra pixels of bg added above
+ * \param[in]    botpix      number of extra pixels of bg added below
+ * \param[in]    leftpix     number of extra pixels of bg added to left
+ * \param[in]    rightpix    number of extra pixels of bg added to right
+ * \param[out]   ppixe       [optional] input pix expanded by extra pixels
+ * \return  sel hit-miss for input pattern, or NULL on error
+ *
+ * 
+ * Notes:
+ *    (1) The horizontal and vertical lines along which elements are
+ *        selected are roughly equally spaced.  The actual locations of
+ *        the hits and misses are the centers of respective run-lengths.
+ *    (2) No elements are selected that are less than 'distance' pixels away
+ *        from a boundary pixel of the same color.  This makes the
+ *        match much more robust to edge noise.  Valid inputs of
+ *        'distance' are 0, 1, 2, 3 and 4.  If distance is either 0 or
+ *        greater than 4, we reset it to the default value.
+ *    (3) The 4 numbers for adding rectangles of pixels outside the fg
+ *        can be use if the pattern is expected to be surrounded by bg
+ *        (white) pixels.  On the other hand, if the pattern may be near
+ *        other fg (black) components on some sides, use 0 for those sides.
+ *    (4) The pixels added to a side allow you to have miss elements there.
+ *        There is a constraint between distance, minlength, and
+ *        the added pixels for this to work.  We illustrate using the
+ *        default values.  If you add 5 pixels to the top, and use a
+ *        distance of 1, then you end up with a vertical run of at least
+ *        4 bg pixels along the top edge of the image.  If you use a
+ *        minimum runlength of 3, each vertical line will always find
+ *        a miss near the center of its run.  However, if you use a
+ *        minimum runlength of 5, you will not get a miss on every vertical
+ *        line.  As another example, if you have 7 added pixels and a
+ *        distance of 2, you can use a runlength up to 5 to guarantee
+ *        that the miss element is recorded.  We give a warning if the
+ *        constraint does not guarantee a miss element outside the
+ *        image proper.
+ *    (5) The input pix, as extended by the extra pixels on selected sides,
+ *        can optionally be returned.  For debugging, call
+ *        pixDisplayHitMissSel() to visualize the hit-miss sel superimposed
+ *        on the generating bitmap.
+ * 

+ */
+SEL *
+pixGenerateSelWithRuns(PIX     *pixs,
+                       l_int32  nhlines,
+                       l_int32  nvlines,
+                       l_int32  distance,
+                       l_int32  minlength,
+                       l_int32  toppix,
+                       l_int32  botpix,
+                       l_int32  leftpix,
+                       l_int32  rightpix,
+                       PIX    **ppixe)
+{
+l_int32    ws, hs, w, h, x, y, xval, yval, i, j, nh, nm;
+l_float32  delh, delw;
+NUMA      *nah, *nam;
+PIX       *pixt1, *pixt2, *pixfg, *pixbg;
+PTA       *ptah, *ptam;
+SEL       *seld, *sel;
+
+    PROCNAME("pixGenerateSelWithRuns");
+
+    if (ppixe) *ppixe = NULL;
+    if (!pixs)
+        return (SEL *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (SEL *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (nhlines < 1 && nvlines < 1)
+        return (SEL *)ERROR_PTR("nvlines and nhlines both < 1", procName, NULL);
+
+    if (distance <= 0)
+        distance = DefaultDistanceToBoundary;
+    if (minlength <= 0)
+        minlength = DefaultMinRunlength;
+    if (distance > MaxDistanceToBoundary) {
+        L_WARNING("distance too large; setting to max value\n", procName);
+        distance = MaxDistanceToBoundary;
+    }
+
+        /* Locate the foreground */
+    pixClipToForeground(pixs, &pixt1, NULL);
+    if (!pixt1)
+        return (SEL *)ERROR_PTR("pixt1 not made", procName, NULL);
+    ws = pixGetWidth(pixt1);
+    hs = pixGetHeight(pixt1);
+    w = ws;
+    h = hs;
+
+        /* Crop out a region including the foreground, and add pixels
+         * on sides depending on the side flags */
+    if (toppix || botpix || leftpix || rightpix) {
+        x = y = 0;
+        if (toppix) {
+            h += toppix;
+            y = toppix;
+            if (toppix < distance + minlength)
+                L_WARNING("no miss elements in added top pixels\n", procName);
+        }
+        if (botpix) {
+            h += botpix;
+            if (botpix < distance + minlength)
+                L_WARNING("no miss elements in added bot pixels\n", procName);
+        }
+        if (leftpix) {
+            w += leftpix;
+            x = leftpix;
+            if (leftpix < distance + minlength)
+                L_WARNING("no miss elements in added left pixels\n", procName);
+        }
+        if (rightpix) {
+            w += rightpix;
+            if (rightpix < distance + minlength)
+                L_WARNING("no miss elements in added right pixels\n", procName);
+        }
+        pixt2 = pixCreate(w, h, 1);
+        pixRasterop(pixt2, x, y, ws, hs, PIX_SRC, pixt1, 0, 0);
+    } else {
+        pixt2 = pixClone(pixt1);
+    }
+    if (ppixe)
+        *ppixe = pixClone(pixt2);
+    pixDestroy(&pixt1);
+
+        /* Identify fg and bg pixels that are at least 'distance' pixels
+         * away from the boundary pixels in their set */
+    seld = selCreateBrick(2 * distance + 1, 2 * distance + 1,
+                          distance, distance, SEL_HIT);
+    pixfg = pixErode(NULL, pixt2, seld);
+    pixbg = pixDilate(NULL, pixt2, seld);
+    pixInvert(pixbg, pixbg);
+    selDestroy(&seld);
+    pixDestroy(&pixt2);
+
+        /* Accumulate hit and miss points */
+    ptah = ptaCreate(0);
+    ptam = ptaCreate(0);
+    if (nhlines >= 1) {
+        delh = (l_float32)h / (l_float32)(nhlines + 1);
+        for (i = 0, y = 0; i < nhlines; i++) {
+            y += (l_int32)(delh + 0.5);
+            nah = pixGetRunCentersOnLine(pixfg, -1, y, minlength);
+            nam = pixGetRunCentersOnLine(pixbg, -1, y, minlength);
+            nh = numaGetCount(nah);
+            nm = numaGetCount(nam);
+            for (j = 0; j < nh; j++) {
+                numaGetIValue(nah, j, &xval);
+                ptaAddPt(ptah, xval, y);
+            }
+            for (j = 0; j < nm; j++) {
+                numaGetIValue(nam, j, &xval);
+                ptaAddPt(ptam, xval, y);
+            }
+            numaDestroy(&nah);
+            numaDestroy(&nam);
+        }
+    }
+    if (nvlines >= 1) {
+        delw = (l_float32)w / (l_float32)(nvlines + 1);
+        for (i = 0, x = 0; i < nvlines; i++) {
+            x += (l_int32)(delw + 0.5);
+            nah = pixGetRunCentersOnLine(pixfg, x, -1, minlength);
+            nam = pixGetRunCentersOnLine(pixbg, x, -1, minlength);
+            nh = numaGetCount(nah);
+            nm = numaGetCount(nam);
+            for (j = 0; j < nh; j++) {
+                numaGetIValue(nah, j, &yval);
+                ptaAddPt(ptah, x, yval);
+            }
+            for (j = 0; j < nm; j++) {
+                numaGetIValue(nam, j, &yval);
+                ptaAddPt(ptam, x, yval);
+            }
+            numaDestroy(&nah);
+            numaDestroy(&nam);
+        }
+    }
+
+        /* Make the Sel with those points */
+    sel = selCreateBrick(h, w, h / 2, w / 2, SEL_DONT_CARE);
+    nh = ptaGetCount(ptah);
+    for (i = 0; i < nh; i++) {
+        ptaGetIPt(ptah, i, &x, &y);
+        selSetElement(sel, y, x, SEL_HIT);
+    }
+    nm = ptaGetCount(ptam);
+    for (i = 0; i < nm; i++) {
+        ptaGetIPt(ptam, i, &x, &y);
+        selSetElement(sel, y, x, SEL_MISS);
+    }
+
+    pixDestroy(&pixfg);
+    pixDestroy(&pixbg);
+    ptaDestroy(&ptah);
+    ptaDestroy(&ptam);
+    return sel;
+}
+
+
+/*!
+ * \brief   pixGenerateSelRandom()
+ *
+ * \param[in]    pixs        1 bpp, typically small, to be used as a pattern
+ * \param[in]    hitfract    fraction of allowable fg pixels that are hits
+ * \param[in]    missfract   fraction of allowable bg pixels that are misses
+ * \param[in]    distance    min distance from boundary pixel; use 0 for default
+ * \param[in]    toppix      number of extra pixels of bg added above
+ * \param[in]    botpix      number of extra pixels of bg added below
+ * \param[in]    leftpix     number of extra pixels of bg added to left
+ * \param[in]    rightpix    number of extra pixels of bg added to right
+ * \param[out]   ppixe       [optional] input pix expanded by extra pixels
+ * \return  sel hit-miss for input pattern, or NULL on error
+ *
+ * 
+ * Notes:
+ *    (1) Either of hitfract and missfract can be zero.  If both are zero,
+ *        the sel would be empty, and NULL is returned.
+ *    (2) No elements are selected that are less than 'distance' pixels away
+ *        from a boundary pixel of the same color.  This makes the
+ *        match much more robust to edge noise.  Valid inputs of
+ *        'distance' are 0, 1, 2, 3 and 4.  If distance is either 0 or
+ *        greater than 4, we reset it to the default value.
+ *    (3) The 4 numbers for adding rectangles of pixels outside the fg
+ *        can be use if the pattern is expected to be surrounded by bg
+ *        (white) pixels.  On the other hand, if the pattern may be near
+ *        other fg (black) components on some sides, use 0 for those sides.
+ *    (4) The input pix, as extended by the extra pixels on selected sides,
+ *        can optionally be returned.  For debugging, call
+ *        pixDisplayHitMissSel() to visualize the hit-miss sel superimposed
+ *        on the generating bitmap.
+ * 

+ */
+SEL *
+pixGenerateSelRandom(PIX       *pixs,
+                     l_float32  hitfract,
+                     l_float32  missfract,
+                     l_int32    distance,
+                     l_int32    toppix,
+                     l_int32    botpix,
+                     l_int32    leftpix,
+                     l_int32    rightpix,
+                     PIX      **ppixe)
+{
+l_int32    ws, hs, w, h, x, y, i, j, thresh;
+l_uint32   val;
+PIX       *pixt1, *pixt2, *pixfg, *pixbg;
+SEL       *seld, *sel;
+
+    PROCNAME("pixGenerateSelRandom");
+
+    if (ppixe) *ppixe = NULL;
+    if (!pixs)
+        return (SEL *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (SEL *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (hitfract <= 0.0 && missfract <= 0.0)
+        return (SEL *)ERROR_PTR("no hits or misses", procName, NULL);
+    if (hitfract > 1.0 || missfract > 1.0)
+        return (SEL *)ERROR_PTR("fraction can't be > 1.0", procName, NULL);
+
+    if (distance <= 0)
+        distance = DefaultDistanceToBoundary;
+    if (distance > MaxDistanceToBoundary) {
+        L_WARNING("distance too large; setting to max value\n", procName);
+        distance = MaxDistanceToBoundary;
+    }
+
+        /* Locate the foreground */
+    pixClipToForeground(pixs, &pixt1, NULL);
+    if (!pixt1)
+        return (SEL *)ERROR_PTR("pixt1 not made", procName, NULL);
+    ws = pixGetWidth(pixt1);
+    hs = pixGetHeight(pixt1);
+    w = ws;
+    h = hs;
+
+        /* Crop out a region including the foreground, and add pixels
+         * on sides depending on the side flags */
+    if (toppix || botpix || leftpix || rightpix) {
+        x = y = 0;
+        if (toppix) {
+            h += toppix;
+            y = toppix;
+        }
+        if (botpix)
+            h += botpix;
+        if (leftpix) {
+            w += leftpix;
+            x = leftpix;
+        }
+        if (rightpix)
+            w += rightpix;
+        pixt2 = pixCreate(w, h, 1);
+        pixRasterop(pixt2, x, y, ws, hs, PIX_SRC, pixt1, 0, 0);
+    } else {
+        pixt2 = pixClone(pixt1);
+    }
+    if (ppixe)
+        *ppixe = pixClone(pixt2);
+    pixDestroy(&pixt1);
+
+        /* Identify fg and bg pixels that are at least 'distance' pixels
+         * away from the boundary pixels in their set */
+    seld = selCreateBrick(2 * distance + 1, 2 * distance + 1,
+                          distance, distance, SEL_HIT);
+    pixfg = pixErode(NULL, pixt2, seld);
+    pixbg = pixDilate(NULL, pixt2, seld);
+    pixInvert(pixbg, pixbg);
+    selDestroy(&seld);
+    pixDestroy(&pixt2);
+
+        /* Generate the sel from a random selection of these points */
+    sel = selCreateBrick(h, w, h / 2, w / 2, SEL_DONT_CARE);
+    if (hitfract > 0.0) {
+        thresh = (l_int32)(hitfract * (l_float64)RAND_MAX);
+        for (i = 0; i < h; i++) {
+            for (j = 0; j < w; j++) {
+                pixGetPixel(pixfg, j, i, &val);
+                if (val) {
+                    if (rand() < thresh)
+                        selSetElement(sel, i, j, SEL_HIT);
+                }
+            }
+        }
+    }
+    if (missfract > 0.0) {
+        thresh = (l_int32)(missfract * (l_float64)RAND_MAX);
+        for (i = 0; i < h; i++) {
+            for (j = 0; j < w; j++) {
+                pixGetPixel(pixbg, j, i, &val);
+                if (val) {
+                    if (rand() < thresh)
+                        selSetElement(sel, i, j, SEL_MISS);
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pixfg);
+    pixDestroy(&pixbg);
+    return sel;
+}
+
+
+/*!
+ * \brief   pixGenerateSelBoundary()
+ *
+ * \param[in]    pixs        1 bpp, typically small, to be used as a pattern
+ * \param[in]    hitdist     min distance from fg boundary pixel
+ * \param[in]    missdist    min distance from bg boundary pixel
+ * \param[in]    hitskip     number of boundary pixels skipped between hits
+ * \param[in]    missskip    number of boundary pixels skipped between misses
+ * \param[in]    topflag     flag for extra pixels of bg added above
+ * \param[in]    botflag     flag for extra pixels of bg added below
+ * \param[in]    leftflag    flag for extra pixels of bg added to left
+ * \param[in]    rightflag   flag for extra pixels of bg added to right
+ * \param[out]   ppixe       [optional] input pix expanded by extra pixels
+ * \return  sel hit-miss for input pattern, or NULL on error
+ *
+ * 
+ * Notes:
+ *    (1) All fg elements selected are exactly hitdist pixels away from
+ *        the nearest fg boundary pixel, and ditto for bg elements.
+ *        Valid inputs of hitdist and missdist are 0, 1, 2, 3 and 4.
+ *        For example, a hitdist of 0 puts the hits at the fg boundary.
+ *        Usually, the distances should be > 0 avoid the effect of
+ *        noise at the boundary.
+ *    (2) Set hitskip < 0 if no hits are to be used.  Ditto for missskip.
+ *        If both hitskip and missskip are < 0, the sel would be empty,
+ *        and NULL is returned.
+ *    (3) The 4 flags determine whether the sel is increased on that side
+ *        to allow bg misses to be placed all along that boundary.
+ *        The increase in sel size on that side is the minimum necessary
+ *        to allow the misses to be placed at mindist.  For text characters,
+ *        the topflag and botflag are typically set to 1, and the leftflag
+ *        and rightflag to 0.
+ *    (4) The input pix, as extended by the extra pixels on selected sides,
+ *        can optionally be returned.  For debugging, call
+ *        pixDisplayHitMissSel() to visualize the hit-miss sel superimposed
+ *        on the generating bitmap.
+ *    (5) This is probably the best of the three sel generators, in the
+ *        sense that you have the most flexibility with the smallest number
+ *        of hits and misses.
+ * 

+ */
+SEL *
+pixGenerateSelBoundary(PIX     *pixs,
+                       l_int32  hitdist,
+                       l_int32  missdist,
+                       l_int32  hitskip,
+                       l_int32  missskip,
+                       l_int32  topflag,
+                       l_int32  botflag,
+                       l_int32  leftflag,
+                       l_int32  rightflag,
+                       PIX      **ppixe)
+{
+l_int32  ws, hs, w, h, x, y, ix, iy, i, npt;
+PIX     *pixt1, *pixt2, *pixt3, *pixfg, *pixbg;
+SEL     *selh, *selm, *sel_3, *sel;
+PTA     *ptah, *ptam;
+
+    PROCNAME("pixGenerateSelBoundary");
+
+    if (ppixe) *ppixe = NULL;
+    if (!pixs)
+        return (SEL *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (SEL *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (hitdist < 0 || hitdist > 4 || missdist < 0 || missdist > 4)
+        return (SEL *)ERROR_PTR("dist not in {0 .. 4}", procName, NULL);
+    if (hitskip < 0 && missskip < 0)
+        return (SEL *)ERROR_PTR("no hits or misses", procName, NULL);
+
+        /* Locate the foreground */
+    pixClipToForeground(pixs, &pixt1, NULL);
+    if (!pixt1)
+        return (SEL *)ERROR_PTR("pixt1 not made", procName, NULL);
+    ws = pixGetWidth(pixt1);
+    hs = pixGetHeight(pixt1);
+    w = ws;
+    h = hs;
+
+        /* Crop out a region including the foreground, and add pixels
+         * on sides depending on the side flags */
+    if (topflag || botflag || leftflag || rightflag) {
+        x = y = 0;
+        if (topflag) {
+            h += missdist + 1;
+            y = missdist + 1;
+        }
+        if (botflag)
+            h += missdist + 1;
+        if (leftflag) {
+            w += missdist + 1;
+            x = missdist + 1;
+        }
+        if (rightflag)
+            w += missdist + 1;
+        pixt2 = pixCreate(w, h, 1);
+        pixRasterop(pixt2, x, y, ws, hs, PIX_SRC, pixt1, 0, 0);
+    } else {
+        pixt2 = pixClone(pixt1);
+    }
+    if (ppixe)
+        *ppixe = pixClone(pixt2);
+    pixDestroy(&pixt1);
+
+        /* Identify fg and bg pixels that are exactly hitdist and
+         * missdist (rsp) away from the boundary pixels in their set.
+         * Then get a subsampled set of these points. */
+    sel_3 = selCreateBrick(3, 3, 1, 1, SEL_HIT);
+    if (hitskip >= 0) {
+        selh = selCreateBrick(2 * hitdist + 1, 2 * hitdist + 1,
+                              hitdist, hitdist, SEL_HIT);
+        pixt3 = pixErode(NULL, pixt2, selh);
+        pixfg = pixErode(NULL, pixt3, sel_3);
+        pixXor(pixfg, pixfg, pixt3);
+        ptah = pixSubsampleBoundaryPixels(pixfg, hitskip);
+        pixDestroy(&pixt3);
+        pixDestroy(&pixfg);
+        selDestroy(&selh);
+    }
+    if (missskip >= 0) {
+        selm = selCreateBrick(2 * missdist + 1, 2 * missdist + 1,
+                              missdist, missdist, SEL_HIT);
+        pixt3 = pixDilate(NULL, pixt2, selm);
+        pixbg = pixDilate(NULL, pixt3, sel_3);
+        pixXor(pixbg, pixbg, pixt3);
+        ptam = pixSubsampleBoundaryPixels(pixbg, missskip);
+        pixDestroy(&pixt3);
+        pixDestroy(&pixbg);
+        selDestroy(&selm);
+    }
+    selDestroy(&sel_3);
+    pixDestroy(&pixt2);
+
+        /* Generate the hit-miss sel from these point */
+    sel = selCreateBrick(h, w, h / 2, w / 2, SEL_DONT_CARE);
+    if (hitskip >= 0) {
+        npt = ptaGetCount(ptah);
+        for (i = 0; i < npt; i++) {
+            ptaGetIPt(ptah, i, &ix, &iy);
+            selSetElement(sel, iy, ix, SEL_HIT);
+        }
+    }
+    if (missskip >= 0) {
+        npt = ptaGetCount(ptam);
+        for (i = 0; i < npt; i++) {
+            ptaGetIPt(ptam, i, &ix, &iy);
+            selSetElement(sel, iy, ix, SEL_MISS);
+        }
+    }
+
+    ptaDestroy(&ptah);
+    ptaDestroy(&ptam);
+    return sel;
+}
+
+
+/*-----------------------------------------------------------------*
+ *              Accumulate data on runs along lines                *
+ *-----------------------------------------------------------------*/
+/*!
+ * \brief   pixGetRunCentersOnLine()
+ *
+ * \param[in]    pixs        1 bpp
+ * \param[in]    x, y        set one of these to -1; see notes
+ * \param[in]    minlength   minimum length of acceptable run
+ * \return  numa of fg runs, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Action: this function computes the fg (black) and bg (white)
+ *          pixel runlengths along the specified horizontal or vertical line,
+ *          and returns a Numa of the "center" pixels of each fg run
+ *          whose length equals or exceeds the minimum length.
+ *      (2) This only works on horizontal and vertical lines.
+ *      (3) For horizontal runs, set x = -1 and y to the value
+ *          for all points along the raster line.  For vertical runs,
+ *          set y = -1 and x to the value for all points along the
+ *          pixel column.
+ *      (4) For horizontal runs, the points in the Numa are the x
+ *          values in the center of fg runs that are of length at
+ *          least 'minlength'.  For vertical runs, the points in the
+ *          Numa are the y values in the center of fg runs, again
+ *          of length 'minlength' or greater.
+ *      (5) If there are no fg runs along the line that satisfy the
+ *          minlength constraint, the returned Numa is empty.  This
+ *          is not an error.
+ * 

+ */
+NUMA *
+pixGetRunCentersOnLine(PIX     *pixs,
+                       l_int32  x,
+                       l_int32  y,
+                       l_int32  minlength)
+{
+l_int32   w, h, i, r, nruns, len;
+NUMA     *naruns, *nad;
+
+    PROCNAME("pixGetRunCentersOnLine");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (NUMA *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (x != -1 && y != -1)
+        return (NUMA *)ERROR_PTR("x or y must be -1", procName, NULL);
+    if (x == -1 && y == -1)
+        return (NUMA *)ERROR_PTR("x or y cannot both be -1", procName, NULL);
+
+    if ((nad = numaCreate(0)) == NULL)
+        return (NUMA *)ERROR_PTR("nad not made", procName, NULL);
+    w = pixGetWidth(pixs);
+    h = pixGetHeight(pixs);
+    if (x == -1) {  /* horizontal run */
+        if (y < 0 || y >= h)
+            return nad;
+        naruns = pixGetRunsOnLine(pixs, 0, y, w - 1, y);
+    } else {  /* vertical run */
+        if (x < 0 || x >= w)
+            return nad;
+        naruns = pixGetRunsOnLine(pixs, x, 0, x, h - 1);
+    }
+    nruns = numaGetCount(naruns);
+
+        /* extract run center values; the first run is always bg */
+    r = 0;  /* cumulative distance along line */
+    for (i = 0; i < nruns; i++) {
+        if (i % 2 == 0) {  /* bg run */
+            numaGetIValue(naruns, i, &len);
+            r += len;
+            continue;
+        } else {
+            numaGetIValue(naruns, i, &len);
+            if (len >= minlength)
+                numaAddNumber(nad, r + len / 2);
+            r += len;
+        }
+    }
+
+    numaDestroy(&naruns);
+    return nad;
+}
+
+
+/*!
+ * \brief   pixGetRunsOnLine()
+ *
+ * \param[in]    pixs    1 bpp
+ * \param[in]    x1, y1, x2, y2
+ * \return  numa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Action: this function uses the bresenham algorithm to compute
+ *          the pixels along the specified line.  It returns a Numa of the
+ *          runlengths of the fg (black) and bg (white) runs, always
+ *          starting with a white run.
+ *      (2) If the first pixel on the line is black, the length of the
+ *          first returned run (which is white) is 0.
+ * 

+ */
+NUMA *
+pixGetRunsOnLine(PIX     *pixs,
+                 l_int32  x1,
+                 l_int32  y1,
+                 l_int32  x2,
+                 l_int32  y2)
+{
+l_int32   w, h, x, y, npts;
+l_int32   i, runlen, preval;
+l_uint32  val;
+NUMA     *numa;
+PTA      *pta;
+
+    PROCNAME("pixGetRunsOnLine");
+
+    if (!pixs)
+        return (NUMA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (NUMA *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+
+    w = pixGetWidth(pixs);
+    h = pixGetHeight(pixs);
+    if (x1 < 0 || x1 >= w)
+        return (NUMA *)ERROR_PTR("x1 not valid", procName, NULL);
+    if (x2 < 0 || x2 >= w)
+        return (NUMA *)ERROR_PTR("x2 not valid", procName, NULL);
+    if (y1 < 0 || y1 >= h)
+        return (NUMA *)ERROR_PTR("y1 not valid", procName, NULL);
+    if (y2 < 0 || y2 >= h)
+        return (NUMA *)ERROR_PTR("y2 not valid", procName, NULL);
+
+    if ((pta = generatePtaLine(x1, y1, x2, y2)) == NULL)
+        return (NUMA *)ERROR_PTR("pta not made", procName, NULL);
+    if ((npts = ptaGetCount(pta)) == 0) {
+        ptaDestroy(&pta);
+        return (NUMA *)ERROR_PTR("pta has no pts", procName, NULL);
+    }
+    if ((numa = numaCreate(0)) == NULL) {
+        ptaDestroy(&pta);
+        return (NUMA *)ERROR_PTR("numa not made", procName, NULL);
+    }
+
+    for (i = 0; i < npts; i++) {
+        ptaGetIPt(pta, i, &x, &y);
+        pixGetPixel(pixs, x, y, &val);
+        if (i == 0) {
+            if (val == 1) {  /* black pixel; append white run of size 0 */
+                numaAddNumber(numa, 0);
+            }
+            preval = val;
+            runlen = 1;
+            continue;
+        }
+        if (val == preval) {  /* extend current run */
+            preval = val;
+            runlen++;
+        } else {  /* end previous run */
+            numaAddNumber(numa, runlen);
+            preval = val;
+            runlen = 1;
+        }
+    }
+    numaAddNumber(numa, runlen);  /* append last run */
+
+    ptaDestroy(&pta);
+    return numa;
+}
+
+
+/*-----------------------------------------------------------------*
+ *        Subsample boundary pixels in relatively ordered way      *
+ *-----------------------------------------------------------------*/
+/*!
+ * \brief   pixSubsampleBoundaryPixels()
+ *
+ * \param[in]    pixs   1 bpp, with only boundary pixels in fg
+ * \param[in]    skip   number to skip between samples as you traverse boundary
+ * \return  pta, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If skip = 0, we take all the fg pixels.
+ *      (2) We try to traverse the boundaries in a regular way.
+ *          Some pixels may be missed, and these are then subsampled
+ *          randomly with a fraction determined by 'skip'.
+ *      (3) The most natural approach is to use a depth first (stack-based)
+ *          method to find the fg pixels.  However, the pixel runs are
+ *          4-connected and there are relatively few branches.  So
+ *          instead of doing a proper depth-first search, we get nearly
+ *          the same result using two nested while loops: the outer
+ *          one continues a raster-based search for the next fg pixel,
+ *          and the inner one does a reasonable job running along
+ *          each 4-connected coutour.
+ * 

+ */
+PTA *
+pixSubsampleBoundaryPixels(PIX     *pixs,
+                           l_int32  skip)
+{
+l_int32  x, y, xn, yn, xs, ys, xa, ya, count;
+PIX     *pixt;
+PTA     *pta;
+
+    PROCNAME("pixSubsampleBoundaryPixels");
+
+    if (!pixs)
+        return (PTA *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PTA *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (skip < 0)
+        return (PTA *)ERROR_PTR("skip < 0", procName, NULL);
+
+    if (skip == 0)
+        return ptaGetPixelsFromPix(pixs, NULL);
+
+    pta = ptaCreate(0);
+    pixt = pixCopy(NULL, pixs);
+    xs = ys = 0;
+    while (nextOnPixelInRaster(pixt, xs, ys, &xn, &yn)) {  /* new series */
+        xs = xn;
+        ys = yn;
+
+            /* Add first point in this series */
+        ptaAddPt(pta, xs, ys);
+
+            /* Trace out boundary, erasing all and saving every (skip + 1)th */
+        x = xs;
+        y = ys;
+        pixSetPixel(pixt, x, y, 0);
+        count = 0;
+        while (adjacentOnPixelInRaster(pixt, x, y, &xa, &ya)) {
+            x = xa;
+            y = ya;
+            pixSetPixel(pixt, x, y, 0);
+            if (count == skip) {
+                ptaAddPt(pta, x, y);
+                count = 0;
+            } else {
+                count++;
+            }
+        }
+    }
+
+    pixDestroy(&pixt);
+    return pta;
+}
+
+
+/*!
+ * \brief   adjacentOnPixelInRaster()
+ *
+ * \param[in]    pixs        1 bpp
+ * \param[in]    x, y        current pixel
+ * \param[out]   pxa, pya    adjacent ON pixel, found by simple CCW search
+ * \return  1 if a pixel is found; 0 otherwise or on error
+ *
+ * 
+ * Notes:
+ *      (1) Search is in 4-connected directions first; then on diagonals.
+ *          This allows traversal along a 4-connected boundary.
+ * 

+ */
+l_int32
+adjacentOnPixelInRaster(PIX      *pixs,
+                        l_int32   x,
+                        l_int32   y,
+                        l_int32  *pxa,
+                        l_int32  *pya)
+{
+l_int32   w, h, i, xa, ya, found;
+l_int32   xdel[] = {-1, 0, 1, 0, -1, 1, 1, -1};
+l_int32   ydel[] = {0, 1, 0, -1, 1, 1, -1, -1};
+l_uint32  val;
+
+    PROCNAME("adjacentOnPixelInRaster");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 0);
+    if (pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not 1 bpp", procName, 0);
+    w = pixGetWidth(pixs);
+    h = pixGetHeight(pixs);
+    found = 0;
+    for (i = 0; i < 8; i++) {
+        xa = x + xdel[i];
+        ya = y + ydel[i];
+        if (xa < 0 || xa >= w || ya < 0 || ya >= h)
+            continue;
+        pixGetPixel(pixs, xa, ya, &val);
+        if (val == 1) {
+            found = 1;
+            *pxa = xa;
+            *pya = ya;
+            break;
+        }
+    }
+    return found;
+}
+
+
+
+/*-----------------------------------------------------------------*
+ *          Display generated sel with originating image           *
+ *-----------------------------------------------------------------*/
+/*!
+ * \brief   pixDisplayHitMissSel()
+ *
+ * \param[in]    pixs          1 bpp
+ * \param[in]    sel           hit-miss in general
+ * \param[in]    scalefactor   an integer >= 1; use 0 for default
+ * \param[in]    hitcolor      RGB0 color for center of hit pixels
+ * \param[in]    misscolor     RGB0 color for center of miss pixels
+ * \return  pixd RGB showing both pixs and sel, or NULL on error
+ * 
+ * Notes:
+ *    (1) We don't allow scalefactor to be larger than MaxSelScalefactor
+ *    (2) The colors are conveniently given as 4 bytes in hex format,
+ *        such as 0xff008800.  The least significant byte is ignored.
+ * 

+ */
+PIX *
+pixDisplayHitMissSel(PIX      *pixs,
+                     SEL      *sel,
+                     l_int32   scalefactor,
+                     l_uint32  hitcolor,
+                     l_uint32  misscolor)
+{
+l_int32    i, j, type;
+l_float32  fscale;
+PIX       *pixt, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixDisplayHitMissSel");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 1)
+        return (PIX *)ERROR_PTR("pixs not 1 bpp", procName, NULL);
+    if (!sel)
+        return (PIX *)ERROR_PTR("sel not defined", procName, NULL);
+
+    if (scalefactor <= 0)
+        scalefactor = DefaultSelScalefactor;
+    if (scalefactor > MaxSelScalefactor) {
+        L_WARNING("scalefactor too large; using max value\n", procName);
+        scalefactor = MaxSelScalefactor;
+    }
+
+        /* Generate a version of pixs with a colormap */
+    pixt = pixConvert1To8(NULL, pixs, 0, 1);
+    cmap = pixcmapCreate(8);
+    pixcmapAddColor(cmap, 255, 255, 255);
+    pixcmapAddColor(cmap, 0, 0, 0);
+    pixcmapAddColor(cmap, hitcolor >> 24, (hitcolor >> 16) & 0xff,
+                    (hitcolor >> 8) & 0xff);
+    pixcmapAddColor(cmap, misscolor >> 24, (misscolor >> 16) & 0xff,
+                    (misscolor >> 8) & 0xff);
+    pixSetColormap(pixt, cmap);
+
+        /* Color the hits and misses */
+    for (i = 0; i < sel->sy; i++) {
+        for (j = 0; j < sel->sx; j++) {
+            selGetElement(sel, i, j, &type);
+            if (type == SEL_DONT_CARE)
+                continue;
+            if (type == SEL_HIT)
+                pixSetPixel(pixt, j, i, 2);
+            else  /* type == SEL_MISS */
+                pixSetPixel(pixt, j, i, 3);
+        }
+    }
+
+        /* Scale it up */
+    fscale = (l_float32)scalefactor;
+    pixd = pixScaleBySampling(pixt, fscale, fscale);
+
+    pixDestroy(&pixt);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/shear.c b/3rdparty/hgOCR/leptonica/shear.c
new file mode 100644
index 00000000..a9c0000c
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/shear.c
@@ -0,0 +1,850 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file shear.c
+ * 
+ *
+ *    About arbitrary lines
+ *           PIX      *pixHShear()
+ *           PIX      *pixVShear()
+ *
+ *    About special 'points': UL corner and center
+ *           PIX      *pixHShearCorner()
+ *           PIX      *pixVShearCorner()
+ *           PIX      *pixHShearCenter()
+ *           PIX      *pixVShearCenter()
+ *
+ *    In place about arbitrary lines
+ *           l_int32   pixHShearIP()
+ *           l_int32   pixVShearIP()
+ *
+ *    Linear interpolated shear about arbitrary lines
+ *           PIX      *pixHShearLI()
+ *           PIX      *pixVShearLI()
+ *
+ *    Static helper
+ *      static l_float32  normalizeAngleForShear()
+ * 

+ */
+
+#include 
+#include 
+#include "allheaders.h"
+
+    /* Shear angle must not get too close to -pi/2 or pi/2 */
+static const l_float32   MinDiffFromHalfPi = 0.04;
+
+static l_float32 normalizeAngleForShear(l_float32 radang, l_float32 mindif);
+
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG     0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*-------------------------------------------------------------*
+ *                    About arbitrary lines                    *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixHShear()
+ *
+ * \param[in]    pixd      [optional] this can be null, equal to pixs,
+ *                         or different from pixs
+ * \param[in]    pixs      any depth; cmap ok
+ * \param[in]    yloc      location of horizontal line, measured from origin
+ * \param[in]    radang    angle in radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, always
+ *
+ * 
+ * Notes:
+ *      (1) There are 3 cases:
+ *            (a) pixd == null (make a new pixd)
+ *            (b) pixd == pixs (in-place)
+ *            (c) pixd != pixs
+ *      (2) For these three cases, use these patterns, respectively:
+ *              pixd = pixHShear(NULL, pixs, ...);
+ *              pixHShear(pixs, pixs, ...);
+ *              pixHShear(pixd, pixs, ...);
+ *      (3) This shear leaves the horizontal line of pixels at y = yloc
+ *          invariant.  For a positive shear angle, pixels above this
+ *          line are shoved to the right, and pixels below this line
+ *          move to the left.
+ *      (4) With positive shear angle, this can be used, along with
+ *          pixVShear(), to perform a cw rotation, either with 2 shears
+ *          (for small angles) or in the general case with 3 shears.
+ *      (5) Changing the value of yloc is equivalent to translating
+ *          the result horizontally.
+ *      (6) This brings in %incolor pixels from outside the image.
+ *      (7) In-place shears do not work on cmapped pix, because the
+ *          in-place operation cannot initialize to the requested %incolor,
+ *          so we shear from a copy.
+ *      (8) The angle is brought into the range [-pi, -pi].  It is
+ *          not permitted to be within MinDiffFromHalfPi radians
+ *          from either -pi/2 or pi/2.
+ * 

+ */
+PIX *
+pixHShear(PIX       *pixd,
+          PIX       *pixs,
+          l_int32    yloc,
+          l_float32  radang,
+          l_int32    incolor)
+{
+l_int32    sign, w, h;
+l_int32    y, yincr, inityincr, hshift;
+l_float32  tanangle, invangle;
+
+    PROCNAME("pixHShear");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor value", procName, pixd);
+
+    if (pixd == pixs) {  /* in place */
+        if (!pixGetColormap(pixs)) {
+            pixHShearIP(pixd, yloc, radang, incolor);
+        } else {  /* can't do in-place with a colormap */
+            PIX *pix1 = pixCopy(NULL, pixs);
+            pixHShear(pixd, pix1, yloc, radang, incolor);
+            pixDestroy(&pix1);
+        }
+        return pixd;
+    }
+
+        /* Make sure pixd exists and is same size as pixs */
+    if (!pixd) {
+        if ((pixd = pixCreateTemplate(pixs)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    } else {  /* pixd != pixs */
+        pixResizeImageData(pixd, pixs);
+    }
+
+        /* Normalize angle.  If no rotation, return a copy */
+    radang = normalizeAngleForShear(radang, MinDiffFromHalfPi);
+    if (radang == 0.0 || tan(radang) == 0.0)
+        return pixCopy(pixd, pixs);
+
+        /* Initialize to value of incoming pixels */
+    pixSetBlackOrWhite(pixd, incolor);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    sign = L_SIGN(radang);
+    tanangle = tan(radang);
+    invangle = L_ABS(1. / tanangle);
+    inityincr = (l_int32)(invangle / 2.);
+    yincr = (l_int32)invangle;
+    pixRasterop(pixd, 0, yloc - inityincr, w, 2 * inityincr, PIX_SRC,
+                pixs, 0, yloc - inityincr);
+
+    for (hshift = 1, y = yloc + inityincr; y < h; hshift++) {
+        yincr = (l_int32)(invangle * (hshift + 0.5) + 0.5) - (y - yloc);
+        if (h - y < yincr)  /* reduce for last one if req'd */
+            yincr = h - y;
+        pixRasterop(pixd, -sign*hshift, y, w, yincr, PIX_SRC, pixs, 0, y);
+#if DEBUG
+        fprintf(stderr, "y = %d, hshift = %d, yincr = %d\n", y, hshift, yincr);
+#endif /* DEBUG */
+        y += yincr;
+    }
+
+    for (hshift = -1, y = yloc - inityincr; y > 0; hshift--) {
+        yincr = (y - yloc) - (l_int32)(invangle * (hshift - 0.5) + 0.5);
+        if (y < yincr)  /* reduce for last one if req'd */
+            yincr = y;
+        pixRasterop(pixd, -sign*hshift, y - yincr, w, yincr, PIX_SRC,
+            pixs, 0, y - yincr);
+#if DEBUG
+        fprintf(stderr, "y = %d, hshift = %d, yincr = %d\n",
+                y - yincr, hshift, yincr);
+#endif /* DEBUG */
+        y -= yincr;
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixVShear()
+ *
+ * \param[in]    pixd      [optional], this can be null, equal to pixs,
+ *                         or different from pixs
+ * \param[in]    pixs      any depth; cmap ok
+ * \param[in]    xloc      location of vertical line, measured from origin
+ * \param[in]    radang    angle in radians; not too close to +-(pi / 2)
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) There are 3 cases:
+ *            (a) pixd == null (make a new pixd)
+ *            (b) pixd == pixs (in-place)
+ *            (c) pixd != pixs
+ *      (2) For these three cases, use these patterns, respectively:
+ *              pixd = pixVShear(NULL, pixs, ...);
+ *              pixVShear(pixs, pixs, ...);
+ *              pixVShear(pixd, pixs, ...);
+ *      (3) This shear leaves the vertical line of pixels at x = xloc
+ *          invariant.  For a positive shear angle, pixels to the right
+ *          of this line are shoved downward, and pixels to the left
+ *          of the line move upward.
+ *      (4) With positive shear angle, this can be used, along with
+ *          pixHShear(), to perform a cw rotation, either with 2 shears
+ *          (for small angles) or in the general case with 3 shears.
+ *      (5) Changing the value of xloc is equivalent to translating
+ *          the result vertically.
+ *      (6) This brings in %incolor pixels from outside the image.
+ *      (7) In-place shears do not work on cmapped pix, because the
+ *          in-place operation cannot initialize to the requested %incolor,
+ *          so we shear from a copy.
+ *      (8) The angle is brought into the range [-pi, -pi].  It is
+ *          not permitted to be within MinDiffFromHalfPi radians
+ *          from either -pi/2 or pi/2.
+ * 

+ */
+PIX *
+pixVShear(PIX       *pixd,
+          PIX       *pixs,
+          l_int32    xloc,
+          l_float32  radang,
+          l_int32    incolor)
+{
+l_int32    sign, w, h;
+l_int32    x, xincr, initxincr, vshift;
+l_float32  tanangle, invangle;
+
+    PROCNAME("pixVShear");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor value", procName, NULL);
+
+    if (pixd == pixs) {  /* in place */
+        if (!pixGetColormap(pixs)) {
+            pixVShearIP(pixd, xloc, radang, incolor);
+        } else {  /* can't do in-place with a colormap */
+            PIX *pix1 = pixCopy(NULL, pixs);
+            pixVShear(pixd, pix1, xloc, radang, incolor);
+            pixDestroy(&pix1);
+        }
+        return pixd;
+    }
+
+        /* Make sure pixd exists and is same size as pixs */
+    if (!pixd) {
+        if ((pixd = pixCreateTemplate(pixs)) == NULL)
+            return (PIX *)ERROR_PTR("pixd not made", procName, NULL);
+    } else {  /* pixd != pixs */
+        pixResizeImageData(pixd, pixs);
+    }
+
+        /* Normalize angle.  If no rotation, return a copy */
+    radang = normalizeAngleForShear(radang, MinDiffFromHalfPi);
+    if (radang == 0.0 || tan(radang) == 0.0)
+        return pixCopy(pixd, pixs);
+
+        /* Initialize to value of incoming pixels */
+    pixSetBlackOrWhite(pixd, incolor);
+
+    pixGetDimensions(pixs, &w, &h, NULL);
+    sign = L_SIGN(radang);
+    tanangle = tan(radang);
+    invangle = L_ABS(1. / tanangle);
+    initxincr = (l_int32)(invangle / 2.);
+    xincr = (l_int32)invangle;
+    pixRasterop(pixd, xloc - initxincr, 0, 2 * initxincr, h, PIX_SRC,
+                pixs, xloc - initxincr, 0);
+
+    for (vshift = 1, x = xloc + initxincr; x < w; vshift++) {
+        xincr = (l_int32)(invangle * (vshift + 0.5) + 0.5) - (x - xloc);
+        if (w - x < xincr)  /* reduce for last one if req'd */
+            xincr = w - x;
+        pixRasterop(pixd, x, sign*vshift, xincr, h, PIX_SRC, pixs, x, 0);
+#if DEBUG
+        fprintf(stderr, "x = %d, vshift = %d, xincr = %d\n", x, vshift, xincr);
+#endif /* DEBUG */
+        x += xincr;
+    }
+
+    for (vshift = -1, x = xloc - initxincr; x > 0; vshift--) {
+        xincr = (x - xloc) - (l_int32)(invangle * (vshift - 0.5) + 0.5);
+        if (x < xincr)  /* reduce for last one if req'd */
+            xincr = x;
+        pixRasterop(pixd, x - xincr, sign*vshift, xincr, h, PIX_SRC,
+            pixs, x - xincr, 0);
+#if DEBUG
+        fprintf(stderr, "x = %d, vshift = %d, xincr = %d\n",
+                x - xincr, vshift, xincr);
+#endif /* DEBUG */
+        x -= xincr;
+    }
+
+    return pixd;
+}
+
+
+
+/*-------------------------------------------------------------*
+ *             Shears about UL corner and center               *
+ *-------------------------------------------------------------*/
+/*!
+ * \brief   pixHShearCorner()
+ *
+ * \param[in]    pixd      [optional], if not null, must be equal to pixs
+ * \param[in]    pixs      any depth
+ * \param[in]    radang    angle in radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) See pixHShear() for usage.
+ *      (2) This does a horizontal shear about the UL corner, with (+) shear
+ *          pushing increasingly leftward (-x) with increasing y.
+ * 

+ */
+PIX *
+pixHShearCorner(PIX       *pixd,
+                PIX       *pixs,
+                l_float32  radang,
+                l_int32    incolor)
+{
+    PROCNAME("pixHShearCorner");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+
+    return pixHShear(pixd, pixs, 0, radang, incolor);
+}
+
+
+/*!
+ * \brief   pixVShearCorner()
+ *
+ * \param[in]    pixd      [optional], if not null, must be equal to pixs
+ * \param[in]    pixs      any depth
+ * \param[in]    radang    angle in radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) See pixVShear() for usage.
+ *      (2) This does a vertical shear about the UL corner, with (+) shear
+ *          pushing increasingly downward (+y) with increasing x.
+ * 

+ */
+PIX *
+pixVShearCorner(PIX       *pixd,
+                PIX       *pixs,
+                l_float32  radang,
+                l_int32    incolor)
+{
+    PROCNAME("pixVShearCorner");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+
+    return pixVShear(pixd, pixs, 0, radang, incolor);
+}
+
+
+/*!
+ * \brief   pixHShearCenter()
+ *
+ * \param[in]    pixd      [optional] if not null, must be equal to pixs
+ * \param[in]    pixs      any depth
+ * \param[in]    radang    angle in radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) See pixHShear() for usage.
+ *      (2) This does a horizontal shear about the center, with (+) shear
+ *          pushing increasingly leftward (-x) with increasing y.
+ * 

+ */
+PIX *
+pixHShearCenter(PIX       *pixd,
+                PIX       *pixs,
+                l_float32  radang,
+                l_int32    incolor)
+{
+    PROCNAME("pixHShearCenter");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+
+    return pixHShear(pixd, pixs, pixGetHeight(pixs) / 2, radang, incolor);
+}
+
+
+/*!
+ * \brief   pixVShearCenter()
+ *
+ * \param[in]    pixd      [optional] if not null, must be equal to pixs
+ * \param[in]    pixs      any depth
+ * \param[in]    radang    angle in radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) See pixVShear() for usage.
+ *      (2) This does a vertical shear about the center, with (+) shear
+ *          pushing increasingly downward (+y) with increasing x.
+ * 

+ */
+PIX *
+pixVShearCenter(PIX       *pixd,
+                PIX       *pixs,
+                l_float32  radang,
+                l_int32    incolor)
+{
+    PROCNAME("pixVShearCenter");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, pixd);
+
+    return pixVShear(pixd, pixs, pixGetWidth(pixs) / 2, radang, incolor);
+}
+
+
+
+/*--------------------------------------------------------------------------*
+ *                       In place about arbitrary lines                     *
+ *--------------------------------------------------------------------------*/
+/*!
+ * \brief   pixHShearIP()
+ *
+ * \param[in]    pixs      any depth; no cmap
+ * \param[in]    yloc      location of horizontal line, measured from origin
+ * \param[in]    radang    angle in radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place version of pixHShear(); see comments there.
+ *      (2) This brings in 'incolor' pixels from outside the image.
+ *      (3) pixs cannot be colormapped, because the in-place operation
+ *          only blits in 0 or 1 bits, not an arbitrary colormap index.
+ *      (4) Does a horizontal full-band shear about the line with (+) shear
+ *          pushing increasingly leftward (-x) with increasing y.
+ * 

+ */
+l_ok
+pixHShearIP(PIX       *pixs,
+            l_int32    yloc,
+            l_float32  radang,
+            l_int32    incolor)
+{
+l_int32    sign, w, h;
+l_int32    y, yincr, inityincr, hshift;
+l_float32  tanangle, invangle;
+
+    PROCNAME("pixHShearIP");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return ERROR_INT("invalid incolor value", procName, 1);
+    if (pixGetColormap(pixs))
+        return ERROR_INT("pixs is colormapped", procName, 1);
+
+        /* Normalize angle */
+    radang = normalizeAngleForShear(radang, MinDiffFromHalfPi);
+    if (radang == 0.0 || tan(radang) == 0.0)
+        return 0;
+
+    sign = L_SIGN(radang);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    tanangle = tan(radang);
+    invangle = L_ABS(1. / tanangle);
+    inityincr = (l_int32)(invangle / 2.);
+    yincr = (l_int32)invangle;
+
+    if (inityincr > 0)
+        pixRasteropHip(pixs, yloc - inityincr, 2 * inityincr, 0, incolor);
+
+    for (hshift = 1, y = yloc + inityincr; y < h; hshift++) {
+        yincr = (l_int32)(invangle * (hshift + 0.5) + 0.5) - (y - yloc);
+        if (yincr == 0) continue;
+        if (h - y < yincr)  /* reduce for last one if req'd */
+            yincr = h - y;
+        pixRasteropHip(pixs, y, yincr, -sign*hshift, incolor);
+        y += yincr;
+    }
+
+    for (hshift = -1, y = yloc - inityincr; y > 0; hshift--) {
+        yincr = (y - yloc) - (l_int32)(invangle * (hshift - 0.5) + 0.5);
+        if (yincr == 0) continue;
+        if (y < yincr)  /* reduce for last one if req'd */
+            yincr = y;
+        pixRasteropHip(pixs, y - yincr, yincr, -sign*hshift, incolor);
+        y -= yincr;
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixVShearIP()
+ *
+ * \param[in]    pixs      any depth; no cmap
+ * \param[in]    xloc      location of vertical line, measured from origin
+ * \param[in]    radang    angle in radians
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an in-place version of pixVShear(); see comments there.
+ *      (2) This brings in 'incolor' pixels from outside the image.
+ *      (3) pixs cannot be colormapped, because the in-place operation
+ *          only blits in 0 or 1 bits, not an arbitrary colormap index.
+ *      (4) Does a vertical full-band shear about the line with (+) shear
+ *          pushing increasingly downward (+y) with increasing x.
+ * 

+ */
+l_ok
+pixVShearIP(PIX       *pixs,
+            l_int32    xloc,
+            l_float32  radang,
+            l_int32    incolor)
+{
+l_int32    sign, w, h;
+l_int32    x, xincr, initxincr, vshift;
+l_float32  tanangle, invangle;
+
+    PROCNAME("pixVShearIP");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return ERROR_INT("invalid incolor value", procName, 1);
+    if (pixGetColormap(pixs))
+        return ERROR_INT("pixs is colormapped", procName, 1);
+
+        /* Normalize angle */
+    radang = normalizeAngleForShear(radang, MinDiffFromHalfPi);
+    if (radang == 0.0 || tan(radang) == 0.0)
+        return 0;
+
+    sign = L_SIGN(radang);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    tanangle = tan(radang);
+    invangle = L_ABS(1. / tanangle);
+    initxincr = (l_int32)(invangle / 2.);
+    xincr = (l_int32)invangle;
+
+    if (initxincr > 0)
+        pixRasteropVip(pixs, xloc - initxincr, 2 * initxincr, 0, incolor);
+
+    for (vshift = 1, x = xloc + initxincr; x < w; vshift++) {
+        xincr = (l_int32)(invangle * (vshift + 0.5) + 0.5) - (x - xloc);
+        if (xincr == 0) continue;
+        if (w - x < xincr)  /* reduce for last one if req'd */
+            xincr = w - x;
+        pixRasteropVip(pixs, x, xincr, sign*vshift, incolor);
+        x += xincr;
+    }
+
+    for (vshift = -1, x = xloc - initxincr; x > 0; vshift--) {
+        xincr = (x - xloc) - (l_int32)(invangle * (vshift - 0.5) + 0.5);
+        if (xincr == 0) continue;
+        if (x < xincr)  /* reduce for last one if req'd */
+            xincr = x;
+        pixRasteropVip(pixs, x - xincr, xincr, sign*vshift, incolor);
+        x -= xincr;
+    }
+
+    return 0;
+}
+
+
+/*-------------------------------------------------------------------------*
+ *              Linear interpolated shear about arbitrary lines            *
+ *-------------------------------------------------------------------------*/
+/*!
+ * \brief   pixHShearLI()
+ *
+ * \param[in]    pixs      8 bpp or 32 bpp, or colormapped
+ * \param[in]    yloc      location of horizontal line, measured from origin
+ * \param[in]    radang    angle in radians, in range (-pi/2 ... pi/2)
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd sheared, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does horizontal shear with linear interpolation for
+ *          accurate results on 8 bpp gray, 32 bpp rgb, or cmapped images.
+ *          It is relatively slow compared to the sampled version
+ *          implemented by rasterop, but the result is much smoother.
+ *      (2) This shear leaves the horizontal line of pixels at y = yloc
+ *          invariant.  For a positive shear angle, pixels above this
+ *          line are shoved to the right, and pixels below this line
+ *          move to the left.
+ *      (3) Any colormap is removed.
+ *      (4) The angle is brought into the range [-pi/2 + del, pi/2 - del],
+ *          where del == MinDiffFromHalfPi.
+ * 

+ */
+PIX *
+pixHShearLI(PIX       *pixs,
+            l_int32    yloc,
+            l_float32  radang,
+            l_int32    incolor)
+{
+l_int32    i, jd, x, xp, xf, w, h, d, wm, wpls, wpld, val, rval, gval, bval;
+l_uint32   word0, word1;
+l_uint32  *datas, *datad, *lines, *lined;
+l_float32  tanangle, xshift;
+PIX       *pix, *pixd;
+
+    PROCNAME("pixHShearLI");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && d != 32 && !pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs not 8, 32 bpp, or cmap", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor value", procName, NULL);
+    if (yloc < 0 || yloc >= h)
+        return (PIX *)ERROR_PTR("yloc not in [0 ... h-1]", procName, NULL);
+
+    if (pixGetColormap(pixs))
+        pix = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pix = pixClone(pixs);
+
+        /* Normalize angle.  If no rotation, return a copy */
+    radang = normalizeAngleForShear(radang, MinDiffFromHalfPi);
+    if (radang == 0.0 || tan(radang) == 0.0) {
+        pixDestroy(&pix);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Initialize to value of incoming pixels */
+    pixd = pixCreateTemplate(pix);
+    pixSetBlackOrWhite(pixd, incolor);
+
+        /* Standard linear interp: subdivide each pixel into 64 parts */
+    d = pixGetDepth(pixd);  /* 8 or 32 */
+    datas = pixGetData(pix);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pix);
+    wpld = pixGetWpl(pixd);
+    tanangle = tan(radang);
+    for (i = 0; i < h; i++) {
+        lines = datas + i * wpls;
+        lined = datad + i * wpld;
+        xshift = (yloc - i) * tanangle;
+        for (jd = 0; jd < w; jd++) {
+            x = (l_int32)(64.0 * (-xshift + jd) + 0.5);
+            xp = x / 64;
+            xf = x & 63;
+            wm = w - 1;
+            if (xp < 0 || xp > wm) continue;
+            if (d == 8) {
+                if (xp < wm) {
+                    val = ((63 - xf) * GET_DATA_BYTE(lines, xp) +
+                           xf * GET_DATA_BYTE(lines, xp + 1) + 31) / 63;
+                } else {  /* xp == wm */
+                    val = GET_DATA_BYTE(lines, xp);
+                }
+                SET_DATA_BYTE(lined, jd, val);
+            } else {  /* d == 32 */
+                if (xp < wm) {
+                    word0 = *(lines + xp);
+                    word1 = *(lines + xp + 1);
+                    rval = ((63 - xf) * ((word0 >> L_RED_SHIFT) & 0xff) +
+                           xf * ((word1 >> L_RED_SHIFT) & 0xff) + 31) / 63;
+                    gval = ((63 - xf) * ((word0 >> L_GREEN_SHIFT) & 0xff) +
+                           xf * ((word1 >> L_GREEN_SHIFT) & 0xff) + 31) / 63;
+                    bval = ((63 - xf) * ((word0 >> L_BLUE_SHIFT) & 0xff) +
+                           xf * ((word1 >> L_BLUE_SHIFT) & 0xff) + 31) / 63;
+                    composeRGBPixel(rval, gval, bval, lined + jd);
+                } else {  /* xp == wm */
+                    lined[jd] = lines[xp];
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pix);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixVShearLI()
+ *
+ * \param[in]    pixs      8 bpp or 32 bpp, or colormapped
+ * \param[in]    xloc      location of vertical line, measured from origin
+ * \param[in]    radang    angle in radians, in range (-pi/2 ... pi/2)
+ * \param[in]    incolor   L_BRING_IN_WHITE, L_BRING_IN_BLACK;
+ * \return  pixd sheared, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This does vertical shear with linear interpolation for
+ *          accurate results on 8 bpp gray, 32 bpp rgb, or cmapped images.
+ *          It is relatively slow compared to the sampled version
+ *          implemented by rasterop, but the result is much smoother.
+ *      (2) This shear leaves the vertical line of pixels at x = xloc
+ *          invariant.  For a positive shear angle, pixels to the right
+ *          of this line are shoved downward, and pixels to the left
+ *          of the line move upward.
+ *      (3) Any colormap is removed.
+ *      (4) The angle is brought into the range [-pi/2 + del, pi/2 - del],
+ *          where del == MinDiffFromHalfPi.
+ * 

+ */
+PIX *
+pixVShearLI(PIX       *pixs,
+            l_int32    xloc,
+            l_float32  radang,
+            l_int32    incolor)
+{
+l_int32    id, y, yp, yf, j, w, h, d, hm, wpls, wpld, val, rval, gval, bval;
+l_uint32   word0, word1;
+l_uint32  *datas, *datad, *lines, *lined;
+l_float32  tanangle, yshift;
+PIX       *pix, *pixd;
+
+    PROCNAME("pixVShearLI");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && d != 32 && !pixGetColormap(pixs))
+        return (PIX *)ERROR_PTR("pixs not 8, 32 bpp, or cmap", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor value", procName, NULL);
+    if (xloc < 0 || xloc >= w)
+        return (PIX *)ERROR_PTR("xloc not in [0 ... w-1]", procName, NULL);
+
+    if (pixGetColormap(pixs))
+        pix = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pix = pixClone(pixs);
+
+        /* Normalize angle.  If no rotation, return a copy */
+    radang = normalizeAngleForShear(radang, MinDiffFromHalfPi);
+    if (radang == 0.0 || tan(radang) == 0.0) {
+        pixDestroy(&pix);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Initialize to value of incoming pixels */
+    pixd = pixCreateTemplate(pix);
+    pixSetBlackOrWhite(pixd, incolor);
+
+        /* Standard linear interp: subdivide each pixel into 64 parts */
+    d = pixGetDepth(pixd);  /* 8 or 32 */
+    datas = pixGetData(pix);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pix);
+    wpld = pixGetWpl(pixd);
+    tanangle = tan(radang);
+    for (j = 0; j < w; j++) {
+        yshift = (j - xloc) * tanangle;
+        for (id = 0; id < h; id++) {
+            y = (l_int32)(64.0 * (-yshift + id) + 0.5);
+            yp = y / 64;
+            yf = y & 63;
+            hm = h - 1;
+            if (yp < 0 || yp > hm) continue;
+            lines = datas + yp * wpls;
+            lined = datad + id * wpld;
+            if (d == 8) {
+                if (yp < hm) {
+                    val = ((63 - yf) * GET_DATA_BYTE(lines, j) +
+                           yf * GET_DATA_BYTE(lines + wpls, j) + 31) / 63;
+                } else {  /* yp == hm */
+                    val = GET_DATA_BYTE(lines, j);
+                }
+                SET_DATA_BYTE(lined, j, val);
+            } else {  /* d == 32 */
+                if (yp < hm) {
+                    word0 = *(lines + j);
+                    word1 = *(lines + wpls + j);
+                    rval = ((63 - yf) * ((word0 >> L_RED_SHIFT) & 0xff) +
+                           yf * ((word1 >> L_RED_SHIFT) & 0xff) + 31) / 63;
+                    gval = ((63 - yf) * ((word0 >> L_GREEN_SHIFT) & 0xff) +
+                           yf * ((word1 >> L_GREEN_SHIFT) & 0xff) + 31) / 63;
+                    bval = ((63 - yf) * ((word0 >> L_BLUE_SHIFT) & 0xff) +
+                           yf * ((word1 >> L_BLUE_SHIFT) & 0xff) + 31) / 63;
+                    composeRGBPixel(rval, gval, bval, lined + j);
+                } else {  /* yp == hm */
+                    lined[j] = lines[j];
+                }
+            }
+        }
+    }
+
+    pixDestroy(&pix);
+    return pixd;
+}
+
+
+/*-------------------------------------------------------------------------*
+ *                           Angle normalization                           *
+ *-------------------------------------------------------------------------*/
+static l_float32
+normalizeAngleForShear(l_float32  radang,
+                       l_float32  mindif)
+{
+l_float32  pi2;
+
+    PROCNAME("normalizeAngleForShear");
+
+       /* Bring angle into range [-pi/2, pi/2] */
+    pi2 = 3.14159265 / 2.0;
+    if (radang < -pi2 || radang > pi2)
+        radang = radang - (l_int32)(radang / pi2) * pi2;
+
+       /* If angle is too close to pi/2 or -pi/2, move it */
+    if (radang > pi2 - mindif) {
+        L_WARNING("angle close to pi/2; shifting away\n", procName);
+        radang = pi2 - mindif;
+    } else if (radang < -pi2 + mindif) {
+        L_WARNING("angle close to -pi/2; shifting away\n", procName);
+        radang = -pi2 + mindif;
+    }
+
+    return radang;
+}
diff --git a/3rdparty/hgOCR/leptonica/skew.c b/3rdparty/hgOCR/leptonica/skew.c
new file mode 100644
index 00000000..df8a70a8
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/skew.c
@@ -0,0 +1,1243 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file skew.c
+ * 
+ *
+ *      Top-level deskew interfaces
+ *          PIX       *pixDeskewBoth()
+ *          PIX       *pixDeskew()
+ *          PIX       *pixFindSkewAndDeskew()
+ *          PIX       *pixDeskewGeneral()
+ *
+ *      Top-level angle-finding interface
+ *          l_int32    pixFindSkew()
+ *
+ *      Basic angle-finding functions
+ *          l_int32    pixFindSkewSweep()
+ *          l_int32    pixFindSkewSweepAndSearch()
+ *          l_int32    pixFindSkewSweepAndSearchScore()
+ *          l_int32    pixFindSkewSweepAndSearchScorePivot()
+ *
+ *      Search over arbitrary range of angles in orthogonal directions
+ *          l_int32    pixFindSkewOrthogonalRange()
+ *
+ *      Differential square sum function for scoring
+ *          l_int32    pixFindDifferentialSquareSum()
+ *
+ *      Measures of variance of row sums
+ *          l_int32    pixFindNormalizedSquareSum()
+ *
+ *
+ *      ==============================================================
+ *      Page skew detection
+ *
+ *      Skew is determined by pixel profiles, which are computed
+ *      as pixel sums along the raster line for each line in the
+ *      image.  By vertically shearing the image by a given angle,
+ *      the sums can be computed quickly along the raster lines
+ *      rather than along lines at that angle.  The score is
+ *      computed from these line sums by taking the square of
+ *      the DIFFERENCE between adjacent line sums, summed over
+ *      all lines.  The skew angle is then found as the angle
+ *      that maximizes the score.  The actual computation for
+ *      any sheared image is done in the function
+ *      pixFindDifferentialSquareSum().
+ *
+ *      The search for the angle that maximizes this score is
+ *      most efficiently performed by first sweeping coarsely
+ *      over angles, using a significantly reduced image (say, 4x
+ *      reduction), to find the approximate maximum within a half
+ *      degree or so, and then doing an interval-halving binary
+ *      search at higher resolution to get the skew angle to
+ *      within 1/20 degree or better.
+ *
+ *      The differential signal is used (rather than just using
+ *      that variance of line sums) because it rejects the
+ *      background noise due to total number of black pixels,
+ *      and has maximum contributions from the baselines and
+ *      x-height lines of text when the textlines are aligned
+ *      with the raster lines.  It also works well in multicolumn
+ *      pages where the textlines do not line up across columns.
+ *
+ *      The method is fast, accurate to within an angle (in radians)
+ *      of approximately the inverse width in pixels of the image,
+ *      and will work on a surprisingly small amount of text data
+ *      (just a couple of text lines).  Consequently, it can
+ *      also be used to find local skew if the skew were to vary
+ *      significantly over the page.  Local skew determination
+ *      is not very important except for locating lines of
+ *      handwritten text that may be mixed with printed text.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* Default sweep angle parameters for pixFindSkew() */
+static const l_float32  DefaultSweepRange = 7.0;   /* degrees */
+static const l_float32  DefaultSweepDelta = 1.0;   /* degrees */
+
+    /* Default final angle difference parameter for binary
+     * search in pixFindSkew().  The expected accuracy is
+     * not better than the inverse image width in pixels,
+     * say, 1/2000 radians, or about 0.03 degrees. */
+static const l_float32  DefaultMinbsDelta = 0.01;  /* degrees */
+
+    /* Default scale factors for pixFindSkew() */
+static const l_int32  DefaultSweepReduction = 4;  /* sweep part; 4 is good */
+static const l_int32  DefaultBsReduction = 2;  /* binary search part */
+
+    /* Minimum angle for deskewing in pixDeskew() */
+static const l_float32  MinDeskewAngle = 0.1;  /* degree */
+
+    /* Minimum allowed confidence (ratio) for deskewing in pixDeskew() */
+static const l_float32  MinAllowedConfidence = 3.0;
+
+    /* Minimum allowed maxscore to give nonzero confidence */
+static const l_int32  MinValidMaxscore = 10000;
+
+    /* Constant setting threshold for minimum allowed minscore
+     * to give nonzero confidence; multiply this constant by
+     *  (height * width^2) */
+static const l_float32  MinscoreThreshFactor = 0.000002;
+
+    /* Default binarization threshold value */
+static const l_int32  DefaultBinaryThreshold = 130;
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_PRINT_SCORES     0
+#define  DEBUG_PRINT_SWEEP      0
+#define  DEBUG_PRINT_BINARY     0
+#define  DEBUG_PRINT_ORTH       0
+#define  DEBUG_THRESHOLD        0
+#define  DEBUG_PLOT_SCORES      0  /* requires the gnuplot executable */
+#endif  /* ~NO_CONSOLE_IO */
+
+
+
+/*-----------------------------------------------------------------------*
+ *                       Top-level deskew interfaces                     *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixDeskewBoth()
+ *
+ * \param[in]    pixs         any depth
+ * \param[in]    redsearch    for binary search: reduction factor = 1, 2 or 4;
+ *                            use 0 for default
+ * \return  pixd deskewed pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This binarizes if necessary and does both horizontal
+ *          and vertical deskewing, using the default parameters in
+ *          the underlying pixDeskew().  See usage there.
+ *      (2) This may return a clone.
+ * 

+ */
+PIX *
+pixDeskewBoth(PIX     *pixs,
+              l_int32  redsearch)
+{
+PIX  *pix1, *pix2, *pix3, *pix4;
+
+    PROCNAME("pixDeskewBoth");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (redsearch == 0)
+        redsearch = DefaultBsReduction;
+    else if (redsearch != 1 && redsearch != 2 && redsearch != 4)
+        return (PIX *)ERROR_PTR("redsearch not in {1,2,4}", procName, NULL);
+
+    pix1 = pixDeskew(pixs, redsearch);
+    pix2 = pixRotate90(pix1, 1);
+    pix3 = pixDeskew(pix2, redsearch);
+    pix4 = pixRotate90(pix3, -1);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    pixDestroy(&pix3);
+    return pix4;
+}
+
+
+/*!
+ * \brief   pixDeskew()
+ *
+ * \param[in]    pixs        any depth
+ * \param[in]    redsearch   for binary search: reduction factor = 1, 2 or 4;
+ *                           use 0 for default
+ * \return  pixd deskewed pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This binarizes if necessary and finds the skew angle.  If the
+ *          angle is large enough and there is sufficient confidence,
+ *          it returns a deskewed image; otherwise, it returns a clone.
+ *      (2) Typical values at 300 ppi for %redsearch are 2 and 4.
+ *          At 75 ppi, one should use %redsearch = 1.
+ * 

+ */
+PIX *
+pixDeskew(PIX     *pixs,
+          l_int32  redsearch)
+{
+    PROCNAME("pixDeskew");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (redsearch == 0)
+        redsearch = DefaultBsReduction;
+    else if (redsearch != 1 && redsearch != 2 && redsearch != 4)
+        return (PIX *)ERROR_PTR("redsearch not in {1,2,4}", procName, NULL);
+
+    return pixDeskewGeneral(pixs, 0, 0.0, 0.0, redsearch, 0, NULL, NULL);
+}
+
+
+/*!
+ * \brief   pixFindSkewAndDeskew()
+ *
+ * \param[in]    pixs        any depth
+ * \param[in]    redsearch   for binary search: reduction factor = 1, 2 or 4;
+ *                           use 0 for default
+ * \param[out]   pangle      [optional] angle required to deskew,
+ *                           in degrees; use NULL to skip
+ * \param[out]   pconf       [optional] conf value is ratio
+ *                           of max/min scores; use NULL to skip
+ * \return  pixd deskewed pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This binarizes if necessary and finds the skew angle.  If the
+ *          angle is large enough and there is sufficient confidence,
+ *          it returns a deskewed image; otherwise, it returns a clone.
+ * 

+ */
+PIX *
+pixFindSkewAndDeskew(PIX        *pixs,
+                     l_int32     redsearch,
+                     l_float32  *pangle,
+                     l_float32  *pconf)
+{
+    PROCNAME("pixFindSkewAndDeskew");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (redsearch == 0)
+        redsearch = DefaultBsReduction;
+    else if (redsearch != 1 && redsearch != 2 && redsearch != 4)
+        return (PIX *)ERROR_PTR("redsearch not in {1,2,4}", procName, NULL);
+
+    return pixDeskewGeneral(pixs, 0, 0.0, 0.0, redsearch, 0, pangle, pconf);
+}
+
+
+/*!
+ * \brief   pixDeskewGeneral()
+ *
+ * \param[in]    pixs         any depth
+ * \param[in]    redsweep     for linear search: reduction factor = 1, 2 or 4;
+ *                            use 0 for default
+ * \param[in]    sweeprange   in degrees in each direction from 0;
+ *                            use 0.0 for default
+ * \param[in]    sweepdelta   in degrees; use 0.0 for default
+ * \param[in]    redsearch    for binary search: reduction factor = 1, 2 or 4;
+ *                            use 0 for default;
+ * \param[in]    thresh       for binarizing the image; use 0 for default
+ * \param[out]   pangle       [optional] angle required to deskew,
+ *                            in degrees; use NULL to skip
+ * \param[out]   pconf        [optional] conf value is ratio
+ *                            of max/min scores; use NULL to skip
+ * \return  pixd deskewed pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This binarizes if necessary and finds the skew angle.  If the
+ *          angle is large enough and there is sufficient confidence,
+ *          it returns a deskewed image; otherwise, it returns a clone.
+ * 

+ */
+PIX *
+pixDeskewGeneral(PIX        *pixs,
+                 l_int32     redsweep,
+                 l_float32   sweeprange,
+                 l_float32   sweepdelta,
+                 l_int32     redsearch,
+                 l_int32     thresh,
+                 l_float32  *pangle,
+                 l_float32  *pconf)
+{
+l_int32    ret, depth;
+l_float32  angle, conf, deg2rad;
+PIX       *pixb, *pixd;
+
+    PROCNAME("pixDeskewGeneral");
+
+    if (pangle) *pangle = 0.0;
+    if (pconf) *pconf = 0.0;
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (redsweep == 0)
+        redsweep = DefaultSweepReduction;
+    else if (redsweep != 1 && redsweep != 2 && redsweep != 4)
+        return (PIX *)ERROR_PTR("redsweep not in {1,2,4}", procName, NULL);
+    if (sweeprange == 0.0)
+        sweeprange = DefaultSweepRange;
+    if (sweepdelta == 0.0)
+        sweepdelta = DefaultSweepDelta;
+    if (redsearch == 0)
+        redsearch = DefaultBsReduction;
+    else if (redsearch != 1 && redsearch != 2 && redsearch != 4)
+        return (PIX *)ERROR_PTR("redsearch not in {1,2,4}", procName, NULL);
+    if (thresh == 0)
+        thresh = DefaultBinaryThreshold;
+
+    deg2rad = 3.1415926535 / 180.;
+
+        /* Binarize if necessary */
+    depth = pixGetDepth(pixs);
+    if (depth == 1)
+        pixb = pixClone(pixs);
+    else
+        pixb = pixConvertTo1(pixs, thresh);
+
+        /* Use the 1 bpp image to find the skew */
+    ret = pixFindSkewSweepAndSearch(pixb, &angle, &conf, redsweep, redsearch,
+                                    sweeprange, sweepdelta,
+                                    DefaultMinbsDelta);
+    pixDestroy(&pixb);
+    if (pangle) *pangle = angle;
+    if (pconf) *pconf = conf;
+    if (ret)
+        return pixClone(pixs);
+
+    if (L_ABS(angle) < MinDeskewAngle || conf < MinAllowedConfidence)
+        return pixClone(pixs);
+
+    if ((pixd = pixRotate(pixs, deg2rad * angle, L_ROTATE_AREA_MAP,
+                          L_BRING_IN_WHITE, 0, 0)) == NULL)
+        return pixClone(pixs);
+    else
+        return pixd;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                  Simple top-level angle-finding interface             *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixFindSkew()
+ *
+ * \param[in]    pixs     1 bpp
+ * \param[out]   pangle   angle required to deskew, in degrees
+ * \param[out]   pconf    confidence value is ratio max/min scores
+ * \return  0 if OK, 1 on error or if angle measurement not valid
+ *
+ * 
+ * Notes:
+ *      (1) This is a simple high-level interface, that uses default
+ *          values of the parameters for reasonable speed and accuracy.
+ *      (2) The angle returned is the negative of the skew angle of
+ *          the image.  It is the angle required for deskew.
+ *          Clockwise rotations are positive angles.
+ * 

+ */
+l_ok
+pixFindSkew(PIX        *pixs,
+            l_float32  *pangle,
+            l_float32  *pconf)
+{
+    PROCNAME("pixFindSkew");
+
+    if (pangle) *pangle = 0.0;
+    if (pconf) *pconf = 0.0;
+    if (!pangle || !pconf)
+        return ERROR_INT("&angle and/or &conf not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not 1 bpp", procName, 1);
+
+    return pixFindSkewSweepAndSearch(pixs, pangle, pconf,
+                                     DefaultSweepReduction,
+                                     DefaultBsReduction,
+                                     DefaultSweepRange,
+                                     DefaultSweepDelta,
+                                     DefaultMinbsDelta);
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                       Basic angle-finding functions                   *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixFindSkewSweep()
+ *
+ * \param[in]    pixs         1 bpp
+ * \param[out]   pangle       angle required to deskew, in degrees
+ * \param[in]    reduction    factor = 1, 2, 4 or 8
+ * \param[in]    sweeprange   half the full range; assumed about 0; in degrees
+ * \param[in]    sweepdelta   angle increment of sweep; in degrees
+ * \return  0 if OK, 1 on error or if angle measurement not valid
+ *
+ * 
+ * Notes:
+ *      (1) This examines the 'score' for skew angles with equal intervals.
+ *      (2) Caller must check the return value for validity of the result.
+ * 

+ */
+l_ok
+pixFindSkewSweep(PIX        *pixs,
+                 l_float32  *pangle,
+                 l_int32     reduction,
+                 l_float32   sweeprange,
+                 l_float32   sweepdelta)
+{
+l_int32    ret, bzero, i, nangles;
+l_float32  deg2rad, theta;
+l_float32  sum, maxscore, maxangle;
+NUMA      *natheta, *nascore;
+PIX       *pix, *pixt;
+
+    PROCNAME("pixFindSkewSweep");
+
+    if (!pangle)
+        return ERROR_INT("&angle not defined", procName, 1);
+    *pangle = 0.0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not 1 bpp", procName, 1);
+    if (reduction != 1 && reduction != 2 && reduction != 4 && reduction != 8)
+        return ERROR_INT("reduction must be in {1,2,4,8}", procName, 1);
+
+    deg2rad = 3.1415926535 / 180.;
+    ret = 0;
+
+        /* Generate reduced image, if requested */
+    if (reduction == 1)
+        pix = pixClone(pixs);
+    else if (reduction == 2)
+        pix = pixReduceRankBinaryCascade(pixs, 1, 0, 0, 0);
+    else if (reduction == 4)
+        pix = pixReduceRankBinaryCascade(pixs, 1, 1, 0, 0);
+    else /* reduction == 8 */
+        pix = pixReduceRankBinaryCascade(pixs, 1, 1, 2, 0);
+
+    pixZero(pix, &bzero);
+    if (bzero) {
+        pixDestroy(&pix);
+        return 1;
+    }
+
+    nangles = (l_int32)((2. * sweeprange) / sweepdelta + 1);
+    natheta = numaCreate(nangles);
+    nascore = numaCreate(nangles);
+    pixt = pixCreateTemplate(pix);
+
+    if (!pix || !pixt) {
+        ret = ERROR_INT("pix and pixt not both made", procName, 1);
+        goto cleanup;
+    }
+    if (!natheta || !nascore) {
+        ret = ERROR_INT("natheta and nascore not both made", procName, 1);
+        goto cleanup;
+    }
+
+    for (i = 0; i < nangles; i++) {
+        theta = -sweeprange + i * sweepdelta;   /* degrees */
+
+            /* Shear pix about the UL corner and put the result in pixt */
+        pixVShearCorner(pixt, pix, deg2rad * theta, L_BRING_IN_WHITE);
+
+            /* Get score */
+        pixFindDifferentialSquareSum(pixt, &sum);
+
+#if  DEBUG_PRINT_SCORES
+        L_INFO("sum(%7.2f) = %7.0f\n", procName, theta, sum);
+#endif  /* DEBUG_PRINT_SCORES */
+
+            /* Save the result in the output arrays */
+        numaAddNumber(nascore, sum);
+        numaAddNumber(natheta, theta);
+    }
+
+        /* Find the location of the maximum (i.e., the skew angle)
+         * by fitting the largest data point and its two neighbors
+         * to a quadratic, using lagrangian interpolation.  */
+    numaFitMax(nascore, &maxscore, natheta, &maxangle);
+    *pangle = maxangle;
+
+#if  DEBUG_PRINT_SWEEP
+    L_INFO(" From sweep: angle = %7.3f, score = %7.3f\n", procName,
+           maxangle, maxscore);
+#endif  /* DEBUG_PRINT_SWEEP */
+
+#if  DEBUG_PLOT_SCORES
+        /* Plot the result -- the scores versus rotation angle --
+         * using gnuplot with GPLOT_LINES (lines connecting data points).
+         * The GPLOT data structure is first created, with the
+         * appropriate data incorporated from the two input NUMAs,
+         * and then the function gplotMakeOutput() uses gnuplot to
+         * generate the output plot.  This can be either a .png file
+         * or a .ps file, depending on whether you use GPLOT_PNG
+         * or GPLOT_PS.  */
+    {GPLOT  *gplot;
+        gplot = gplotCreate("sweep_output", GPLOT_PNG,
+                    "Sweep. Variance of difference of ON pixels vs. angle",
+                    "angle (deg)", "score");
+        gplotAddPlot(gplot, natheta, nascore, GPLOT_LINES, "plot1");
+        gplotAddPlot(gplot, natheta, nascore, GPLOT_POINTS, "plot2");
+        gplotMakeOutput(gplot);
+        gplotDestroy(&gplot);
+    }
+#endif  /* DEBUG_PLOT_SCORES */
+
+cleanup:
+    pixDestroy(&pix);
+    pixDestroy(&pixt);
+    numaDestroy(&nascore);
+    numaDestroy(&natheta);
+    return ret;
+}
+
+
+/*!
+ * \brief   pixFindSkewSweepAndSearch()
+ *
+ * \param[in]    pixs         1 bpp
+ * \param[out]   pangle       angle required to deskew; in degrees
+ * \param[out]   pconf        confidence given by ratio of max/min score
+ * \param[in]    redsweep     sweep reduction factor = 1, 2, 4 or 8
+ * \param[in]    redsearch    binary search reduction factor = 1, 2, 4 or 8;
+ *                            and must not exceed redsweep
+ * \param[in]    sweeprange   half the full range, assumed about 0; in degrees
+ * \param[in]    sweepdelta   angle increment of sweep; in degrees
+ * \param[in]    minbsdelta   min binary search increment angle; in degrees
+ * \return  0 if OK, 1 on error or if angle measurement not valid
+ *
+ * 
+ * Notes:
+ *      (1) This finds the skew angle, doing first a sweep through a set
+ *          of equal angles, and then doing a binary search until
+ *          convergence.
+ *      (2) Caller must check the return value for validity of the result.
+ *      (3) In computing the differential line sum variance score, we sum
+ *          the result over scanlines, but we always skip:
+ *           ~ at least one scanline
+ *           ~ not more than 10% of the image height
+ *           ~ not more than 5% of the image width
+ *      (4) See also notes in pixFindSkewSweepAndSearchScore()
+ * 

+ */
+l_ok
+pixFindSkewSweepAndSearch(PIX        *pixs,
+                          l_float32  *pangle,
+                          l_float32  *pconf,
+                          l_int32     redsweep,
+                          l_int32     redsearch,
+                          l_float32   sweeprange,
+                          l_float32   sweepdelta,
+                          l_float32   minbsdelta)
+{
+    return pixFindSkewSweepAndSearchScore(pixs, pangle, pconf, NULL,
+                                          redsweep, redsearch, 0.0, sweeprange,
+                                          sweepdelta, minbsdelta);
+}
+
+
+/*!
+ * \brief   pixFindSkewSweepAndSearchScore()
+ *
+ * \param[in]    pixs         1 bpp
+ * \param[out]   pangle       angle required to deskew; in degrees
+ * \param[out]   pconf        confidence given by ratio of max/min score
+ * \param[out]   pendscore    [optional] max score; use NULL to ignore
+ * \param[in]    redsweep     sweep reduction factor = 1, 2, 4 or 8
+ * \param[in]    redsearch    binary search reduction factor = 1, 2, 4 or 8;
+ *                            and must not exceed redsweep
+ * \param[in]    sweepcenter  angle about which sweep is performed; in degrees
+ * \param[in]    sweeprange   half the full range, taken about sweepcenter;
+ *                            in degrees
+ * \param[in]    sweepdelta   angle increment of sweep; in degrees
+ * \param[in]    minbsdelta   min binary search increment angle; in degrees
+ * \return  0 if OK, 1 on error or if angle measurement not valid
+ *
+ * 
+ * Notes:
+ *      (1) This finds the skew angle, doing first a sweep through a set
+ *          of equal angles, and then doing a binary search until convergence.
+ *      (2) There are two built-in constants that determine if the
+ *          returned confidence is nonzero:
+ *            ~ MinValidMaxscore (minimum allowed maxscore)
+ *            ~ MinscoreThreshFactor (determines minimum allowed
+ *                 minscore, by multiplying by (height * width^2)
+ *          If either of these conditions is not satisfied, the returned
+ *          confidence value will be zero.  The maxscore is optionally
+ *          returned in this function to allow evaluation of the
+ *          resulting angle by a method that is independent of the
+ *          returned confidence value.
+ *      (3) The larger the confidence value, the greater the probability
+ *          that the proper alignment is given by the angle that maximizes
+ *          variance.  It should be compared to a threshold, which depends
+ *          on the application.  Values between 3.0 and 6.0 are common.
+ *      (4) By default, the shear is about the UL corner.
+ * 

+ */
+l_ok
+pixFindSkewSweepAndSearchScore(PIX        *pixs,
+                               l_float32  *pangle,
+                               l_float32  *pconf,
+                               l_float32  *pendscore,
+                               l_int32     redsweep,
+                               l_int32     redsearch,
+                               l_float32   sweepcenter,
+                               l_float32   sweeprange,
+                               l_float32   sweepdelta,
+                               l_float32   minbsdelta)
+{
+    return pixFindSkewSweepAndSearchScorePivot(pixs, pangle, pconf, pendscore,
+                                               redsweep, redsearch, 0.0,
+                                               sweeprange, sweepdelta,
+                                               minbsdelta,
+                                               L_SHEAR_ABOUT_CORNER);
+}
+
+
+/*!
+ * \brief   pixFindSkewSweepAndSearchScorePivot()
+ *
+ * \param[in]    pixs         1 bpp
+ * \param[out]   pangle       angle required to deskew; in degrees
+ * \param[out]   pconf        confidence given by ratio of max/min score
+ * \param[out]   pendscore    [optional] max score; use NULL to ignore
+ * \param[in]    redsweep     sweep reduction factor = 1, 2, 4 or 8
+ * \param[in]    redsearch    binary search reduction factor = 1, 2, 4 or 8;
+ *                            and must not exceed redsweep
+ * \param[in]    sweepcenter  angle about which sweep is performed; in degrees
+ * \param[in]    sweeprange   half the full range, taken about sweepcenter;
+ *                            in degrees
+ * \param[in]    sweepdelta   angle increment of sweep; in degrees
+ * \param[in]    minbsdelta   min binary search increment angle; in degrees
+ * \param[in]    pivot        L_SHEAR_ABOUT_CORNER, L_SHEAR_ABOUT_CENTER
+ * \return  0 if OK, 1 on error or if angle measurement not valid
+ *
+ * 
+ * Notes:
+ *      (1) See notes in pixFindSkewSweepAndSearchScore().
+ *      (2) This allows choice of shear pivoting from either the UL corner
+ *          or the center.  For small angles, the ability to discriminate
+ *          angles is better with shearing from the UL corner.  However,
+ *          for large angles (say, greater than 20 degrees), it is better
+ *          to shear about the center because a shear from the UL corner
+ *          loses too much of the image.
+ * 

+ */
+l_ok
+pixFindSkewSweepAndSearchScorePivot(PIX        *pixs,
+                                    l_float32  *pangle,
+                                    l_float32  *pconf,
+                                    l_float32  *pendscore,
+                                    l_int32     redsweep,
+                                    l_int32     redsearch,
+                                    l_float32   sweepcenter,
+                                    l_float32   sweeprange,
+                                    l_float32   sweepdelta,
+                                    l_float32   minbsdelta,
+                                    l_int32     pivot)
+{
+l_int32    ret, bzero, i, nangles, n, ratio, maxindex, minloc;
+l_int32    width, height;
+l_float32  deg2rad, theta, delta;
+l_float32  sum, maxscore, maxangle;
+l_float32  centerangle, leftcenterangle, rightcenterangle;
+l_float32  lefttemp, righttemp;
+l_float32  bsearchscore[5];
+l_float32  minscore, minthresh;
+l_float32  rangeleft;
+NUMA      *natheta, *nascore;
+PIX       *pixsw, *pixsch, *pixt1, *pixt2;
+
+    PROCNAME("pixFindSkewSweepAndSearchScorePivot");
+
+    if (pendscore) *pendscore = 0.0;
+    if (pangle) *pangle = 0.0;
+    if (pconf) *pconf = 0.0;
+    if (!pangle || !pconf)
+        return ERROR_INT("&angle and/or &conf not defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    if (redsweep != 1 && redsweep != 2 && redsweep != 4 && redsweep != 8)
+        return ERROR_INT("redsweep must be in {1,2,4,8}", procName, 1);
+    if (redsearch != 1 && redsearch != 2 && redsearch != 4 && redsearch != 8)
+        return ERROR_INT("redsearch must be in {1,2,4,8}", procName, 1);
+    if (redsearch > redsweep)
+        return ERROR_INT("redsearch must not exceed redsweep", procName, 1);
+    if (pivot != L_SHEAR_ABOUT_CORNER && pivot != L_SHEAR_ABOUT_CENTER)
+        return ERROR_INT("invalid pivot", procName, 1);
+
+    deg2rad = 3.1415926535 / 180.;
+    ret = 0;
+
+        /* Generate reduced image for binary search, if requested */
+    if (redsearch == 1)
+        pixsch = pixClone(pixs);
+    else if (redsearch == 2)
+        pixsch = pixReduceRankBinaryCascade(pixs, 1, 0, 0, 0);
+    else if (redsearch == 4)
+        pixsch = pixReduceRankBinaryCascade(pixs, 1, 1, 0, 0);
+    else  /* redsearch == 8 */
+        pixsch = pixReduceRankBinaryCascade(pixs, 1, 1, 2, 0);
+
+    pixZero(pixsch, &bzero);
+    if (bzero) {
+        pixDestroy(&pixsch);
+        return 1;
+    }
+
+        /* Generate reduced image for sweep, if requested */
+    ratio = redsweep / redsearch;
+    if (ratio == 1) {
+        pixsw = pixClone(pixsch);
+    } else {  /* ratio > 1 */
+        if (ratio == 2)
+            pixsw = pixReduceRankBinaryCascade(pixsch, 1, 0, 0, 0);
+        else if (ratio == 4)
+            pixsw = pixReduceRankBinaryCascade(pixsch, 1, 2, 0, 0);
+        else  /* ratio == 8 */
+            pixsw = pixReduceRankBinaryCascade(pixsch, 1, 2, 2, 0);
+    }
+
+    pixt1 = pixCreateTemplate(pixsw);
+    if (ratio == 1)
+        pixt2 = pixClone(pixt1);
+    else
+        pixt2 = pixCreateTemplate(pixsch);
+
+    nangles = (l_int32)((2. * sweeprange) / sweepdelta + 1);
+    natheta = numaCreate(nangles);
+    nascore = numaCreate(nangles);
+
+    if (!pixsch || !pixsw) {
+        ret = ERROR_INT("pixsch and pixsw not both made", procName, 1);
+        goto cleanup;
+    }
+    if (!pixt1 || !pixt2) {
+        ret = ERROR_INT("pixt1 and pixt2 not both made", procName, 1);
+        goto cleanup;
+    }
+    if (!natheta || !nascore) {
+        ret = ERROR_INT("natheta and nascore not both made", procName, 1);
+        goto cleanup;
+    }
+
+        /* Do sweep */
+    rangeleft = sweepcenter - sweeprange;
+    for (i = 0; i < nangles; i++) {
+        theta = rangeleft + i * sweepdelta;   /* degrees */
+
+            /* Shear pix and put the result in pixt1 */
+        if (pivot == L_SHEAR_ABOUT_CORNER)
+            pixVShearCorner(pixt1, pixsw, deg2rad * theta, L_BRING_IN_WHITE);
+        else
+            pixVShearCenter(pixt1, pixsw, deg2rad * theta, L_BRING_IN_WHITE);
+
+            /* Get score */
+        pixFindDifferentialSquareSum(pixt1, &sum);
+
+#if  DEBUG_PRINT_SCORES
+        L_INFO("sum(%7.2f) = %7.0f\n", procName, theta, sum);
+#endif  /* DEBUG_PRINT_SCORES */
+
+            /* Save the result in the output arrays */
+        numaAddNumber(nascore, sum);
+        numaAddNumber(natheta, theta);
+    }
+
+        /* Find the largest of the set (maxscore at maxangle) */
+    numaGetMax(nascore, &maxscore, &maxindex);
+    numaGetFValue(natheta, maxindex, &maxangle);
+
+#if  DEBUG_PRINT_SWEEP
+    L_INFO(" From sweep: angle = %7.3f, score = %7.3f\n", procName,
+           maxangle, maxscore);
+#endif  /* DEBUG_PRINT_SWEEP */
+
+#if  DEBUG_PLOT_SCORES
+        /* Plot the sweep result -- the scores versus rotation angle --
+         * using gnuplot with GPLOT_LINES (lines connecting data points). */
+    {GPLOT  *gplot;
+        gplot = gplotCreate("sweep_output", GPLOT_PNG,
+                    "Sweep. Variance of difference of ON pixels vs. angle",
+                    "angle (deg)", "score");
+        gplotAddPlot(gplot, natheta, nascore, GPLOT_LINES, "plot1");
+        gplotAddPlot(gplot, natheta, nascore, GPLOT_POINTS, "plot2");
+        gplotMakeOutput(gplot);
+        gplotDestroy(&gplot);
+    }
+#endif  /* DEBUG_PLOT_SCORES */
+
+        /* Check if the max is at the end of the sweep. */
+    n = numaGetCount(natheta);
+    if (maxindex == 0 || maxindex == n - 1) {
+        L_WARNING("max found at sweep edge\n", procName);
+        goto cleanup;
+    }
+
+        /* Empty the numas for re-use */
+    numaEmpty(nascore);
+    numaEmpty(natheta);
+
+        /* Do binary search to find skew angle.
+         * First, set up initial three points. */
+    centerangle = maxangle;
+    if (pivot == L_SHEAR_ABOUT_CORNER) {
+        pixVShearCorner(pixt2, pixsch, deg2rad * centerangle, L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[2]);
+        pixVShearCorner(pixt2, pixsch, deg2rad * (centerangle - sweepdelta),
+                        L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[0]);
+        pixVShearCorner(pixt2, pixsch, deg2rad * (centerangle + sweepdelta),
+                        L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[4]);
+    } else {
+        pixVShearCenter(pixt2, pixsch, deg2rad * centerangle, L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[2]);
+        pixVShearCenter(pixt2, pixsch, deg2rad * (centerangle - sweepdelta),
+                        L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[0]);
+        pixVShearCenter(pixt2, pixsch, deg2rad * (centerangle + sweepdelta),
+                        L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[4]);
+    }
+
+    numaAddNumber(nascore, bsearchscore[2]);
+    numaAddNumber(natheta, centerangle);
+    numaAddNumber(nascore, bsearchscore[0]);
+    numaAddNumber(natheta, centerangle - sweepdelta);
+    numaAddNumber(nascore, bsearchscore[4]);
+    numaAddNumber(natheta, centerangle + sweepdelta);
+
+        /* Start the search */
+    delta = 0.5 * sweepdelta;
+    while (delta >= minbsdelta)
+    {
+            /* Get the left intermediate score */
+        leftcenterangle = centerangle - delta;
+        if (pivot == L_SHEAR_ABOUT_CORNER)
+            pixVShearCorner(pixt2, pixsch, deg2rad * leftcenterangle,
+                            L_BRING_IN_WHITE);
+        else
+            pixVShearCenter(pixt2, pixsch, deg2rad * leftcenterangle,
+                            L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[1]);
+        numaAddNumber(nascore, bsearchscore[1]);
+        numaAddNumber(natheta, leftcenterangle);
+
+            /* Get the right intermediate score */
+        rightcenterangle = centerangle + delta;
+        if (pivot == L_SHEAR_ABOUT_CORNER)
+            pixVShearCorner(pixt2, pixsch, deg2rad * rightcenterangle,
+                            L_BRING_IN_WHITE);
+        else
+            pixVShearCenter(pixt2, pixsch, deg2rad * rightcenterangle,
+                            L_BRING_IN_WHITE);
+        pixFindDifferentialSquareSum(pixt2, &bsearchscore[3]);
+        numaAddNumber(nascore, bsearchscore[3]);
+        numaAddNumber(natheta, rightcenterangle);
+
+            /* Find the maximum of the five scores and its location.
+             * Note that the maximum must be in the center
+             * three values, not in the end two. */
+        maxscore = bsearchscore[1];
+        maxindex = 1;
+        for (i = 2; i < 4; i++) {
+            if (bsearchscore[i] > maxscore) {
+                maxscore = bsearchscore[i];
+                maxindex = i;
+            }
+        }
+
+            /* Set up score array to interpolate for the next iteration */
+        lefttemp = bsearchscore[maxindex - 1];
+        righttemp = bsearchscore[maxindex + 1];
+        bsearchscore[2] = maxscore;
+        bsearchscore[0] = lefttemp;
+        bsearchscore[4] = righttemp;
+
+            /* Get new center angle and delta for next iteration */
+        centerangle = centerangle + delta * (maxindex - 2);
+        delta = 0.5 * delta;
+    }
+    *pangle = centerangle;
+
+#if  DEBUG_PRINT_SCORES
+    L_INFO(" Binary search score = %7.3f\n", procName, bsearchscore[2]);
+#endif  /* DEBUG_PRINT_SCORES */
+
+    if (pendscore)  /* save if requested */
+        *pendscore = bsearchscore[2];
+
+        /* Return the ratio of Max score over Min score
+         * as a confidence value.  Don't trust if the Min score
+         * is too small, which can happen if the image is all black
+         * with only a few white pixels interspersed.  In that case,
+         * we get a contribution from the top and bottom edges when
+         * vertically sheared, but this contribution becomes zero when
+         * the shear angle is zero.  For zero shear angle, the only
+         * contribution will be from the white pixels.  We expect that
+         * the signal goes as the product of the (height * width^2),
+         * so we compute a (hopefully) normalized minimum threshold as
+         * a function of these dimensions.  */
+    numaGetMin(nascore, &minscore, &minloc);
+    width = pixGetWidth(pixsch);
+    height = pixGetHeight(pixsch);
+    minthresh = MinscoreThreshFactor * width * width * height;
+
+#if  DEBUG_THRESHOLD
+    L_INFO(" minthresh = %10.2f, minscore = %10.2f\n", procName,
+           minthresh, minscore);
+    L_INFO(" maxscore = %10.2f\n", procName, maxscore);
+#endif  /* DEBUG_THRESHOLD */
+
+    if (minscore > minthresh)
+        *pconf = maxscore / minscore;
+    else
+        *pconf = 0.0;
+
+        /* Don't trust it if too close to the edge of the sweep
+         * range or if maxscore is small */
+    if ((centerangle > rangeleft + 2 * sweeprange - sweepdelta) ||
+        (centerangle < rangeleft + sweepdelta) ||
+        (maxscore < MinValidMaxscore))
+        *pconf = 0.0;
+
+#if  DEBUG_PRINT_BINARY
+    fprintf(stderr, "Binary search: angle = %7.3f, score ratio = %6.2f\n",
+            *pangle, *pconf);
+    fprintf(stderr, "               max score = %8.0f\n", maxscore);
+#endif  /* DEBUG_PRINT_BINARY */
+
+#if  DEBUG_PLOT_SCORES
+        /* Plot the result -- the scores versus rotation angle --
+         * using gnuplot with GPLOT_POINTS.  Because the data
+         * points are not ordered by theta (increasing or decreasing),
+         * using GPLOT_LINES would be confusing! */
+    {GPLOT  *gplot;
+        gplot = gplotCreate("search_output", GPLOT_PNG,
+                "Binary search.  Variance of difference of ON pixels vs. angle",
+                "angle (deg)", "score");
+        gplotAddPlot(gplot, natheta, nascore, GPLOT_POINTS, "plot1");
+        gplotMakeOutput(gplot);
+        gplotDestroy(&gplot);
+    }
+#endif  /* DEBUG_PLOT_SCORES */
+
+cleanup:
+    pixDestroy(&pixsw);
+    pixDestroy(&pixsch);
+    pixDestroy(&pixt1);
+    pixDestroy(&pixt2);
+    numaDestroy(&nascore);
+    numaDestroy(&natheta);
+    return ret;
+}
+
+
+/*---------------------------------------------------------------------*
+ *    Search over arbitrary range of angles in orthogonal directions   *
+ *---------------------------------------------------------------------*/
+/*
+ * \brief   pixFindSkewOrthogonalRange()
+ *
+ * \param[in]    pixs         1 bpp
+ * \param[out]   pangle       angle required to deskew; in degrees cw
+ * \param[out]   pconf        confidence given by ratio of max/min score
+ * \param[in]    redsweep     sweep reduction factor = 1, 2, 4 or 8
+ * \param[in]    redsearch    binary search reduction factor = 1, 2, 4 or 8;
+ *                            and must not exceed redsweep
+ * \param[in]    sweeprange   half the full range in each orthogonal
+ *                            direction, taken about 0, in degrees
+ * \param[in]    sweepdelta   angle increment of sweep; in degrees
+ * \param[in]    minbsdelta   min binary search increment angle; in degrees
+ * \param[in]    confprior    amount by which confidence of 90 degree rotated
+ *                            result is reduced when comparing with unrotated
+ *                            confidence value
+ * \return   0 if OK, 1 on error or if angle measurement not valid
+ *
+ * 
+ * Notes:
+ *      (1) This searches for the skew angle, first in the range
+ *          [-sweeprange, sweeprange], and then in
+ *          [90 - sweeprange, 90 + sweeprange], with angles measured
+ *          clockwise.  For exploring the full range of possibilities,
+ *          suggest using sweeprange = 47.0 degrees, giving some overlap
+ *          at 45 and 135 degrees.  From these results, and discounting
+ *          the the second confidence by %confprior, it selects the
+ *          angle for maximal differential variance.  If the angle
+ *          is larger than pi/4, the angle found after 90 degree rotation
+ *          is selected.
+ *      (2) The larger the confidence value, the greater the probability
+ *          that the proper alignment is given by the angle that maximizes
+ *          variance.  It should be compared to a threshold, which depends
+ *          on the application.  Values between 3.0 and 6.0 are common.
+ *      (3) Allowing for both portrait and landscape searches is more
+ *          difficult, because if the signal from the text lines is weak,
+ *          a signal from vertical rules can be larger!
+ *          The most difficult documents to deskew have some or all of:
+ *            (a) Multiple columns, not aligned
+ *            (b) Black lines along the vertical edges
+ *            (c) Text from two pages, and at different angles
+ *          Rule of thumb for resolution:
+ *            (a) If the margins are clean, you can work at 75 ppi,
+ *                although 100 ppi is safer.
+ *            (b) If there are vertical lines in the margins, do not
+ *                work below 150 ppi.  The signal from the text lines must
+ *                exceed that from the margin lines.
+ *      (4) Choosing the %confprior parameter depends on knowing something
+ *          about the source of image.  However, we're not using
+ *          real probabilities here, so its use is qualitative.
+ *          If landscape and portrait are equally likely, use
+ *          %confprior = 0.0.  If the likelihood of portrait (non-rotated)
+ *          is 100 times higher than that of landscape, we want to reduce
+ *          the chance that we rotate to landscape in a situation where
+ *          the landscape signal is accidentally larger than the
+ *          portrait signal.  To do this use a positive value of
+ *          %confprior; say 1.5.
+ * 

+ */
+l_int32
+pixFindSkewOrthogonalRange(PIX        *pixs,
+                           l_float32  *pangle,
+                           l_float32  *pconf,
+                           l_int32     redsweep,
+                           l_int32     redsearch,
+                           l_float32   sweeprange,
+                           l_float32   sweepdelta,
+                           l_float32   minbsdelta,
+                           l_float32   confprior)
+{
+l_float32  angle1, conf1, score1, angle2, conf2, score2;
+PIX       *pixr;
+
+    PROCNAME("pixFindSkewOrthogonalRange");
+
+    if (pangle) *pangle = 0.0;
+    if (pconf) *pconf = 0.0;
+    if (!pangle || !pconf)
+        return ERROR_INT("&angle and/or &conf not defined", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+
+    pixFindSkewSweepAndSearchScorePivot(pixs, &angle1, &conf1, &score1,
+                                        redsweep, redsearch, 0.0,
+                                        sweeprange, sweepdelta, minbsdelta,
+                                        L_SHEAR_ABOUT_CORNER);
+    pixr = pixRotateOrth(pixs, 1);
+    pixFindSkewSweepAndSearchScorePivot(pixr, &angle2, &conf2, &score2,
+                                        redsweep, redsearch, 0.0,
+                                        sweeprange, sweepdelta, minbsdelta,
+                                        L_SHEAR_ABOUT_CORNER);
+    pixDestroy(&pixr);
+
+    if (conf1 > conf2 - confprior) {
+        *pangle = angle1;
+        *pconf = conf1;
+    } else {
+        *pangle = -90.0 + angle2;
+        *pconf = conf2;
+    }
+
+#if  DEBUG_PRINT_ORTH
+    fprintf(stderr, " About 0:  angle1 = %7.3f, conf1 = %7.3f, score1 = %f\n",
+            angle1, conf1, score1);
+    fprintf(stderr, " About 90: angle2 = %7.3f, conf2 = %7.3f, score2 = %f\n",
+            angle2, conf2, score2);
+    fprintf(stderr, " Final:    angle = %7.3f, conf = %7.3f\n", *pangle, *pconf);
+#endif  /* DEBUG_PRINT_ORTH */
+
+    return 0;
+}
+
+
+
+/*----------------------------------------------------------------*
+ *                  Differential square sum function              *
+ *----------------------------------------------------------------*/
+/*!
+ * \brief   pixFindDifferentialSquareSum()
+ *
+ * \param[in]    pixs
+ * \param[out]   psum    result
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) At the top and bottom, we skip:
+ *           ~ at least one scanline
+ *           ~ not more than 10% of the image height
+ *           ~ not more than 5% of the image width
+ * 

+ */
+l_ok
+pixFindDifferentialSquareSum(PIX        *pixs,
+                             l_float32  *psum)
+{
+l_int32    i, n;
+l_int32    w, h, skiph, skip, nskip;
+l_float32  val1, val2, diff, sum;
+NUMA      *na;
+
+    PROCNAME("pixFindDifferentialSquareSum");
+
+    if (!psum)
+        return ERROR_INT("&sum not defined", procName, 1);
+    *psum = 0.0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+        /* Generate a number array consisting of the sum
+         * of pixels in each row of pixs */
+    if ((na = pixCountPixelsByRow(pixs, NULL)) == NULL)
+        return ERROR_INT("na not made", procName, 1);
+
+        /* Compute the number of rows at top and bottom to omit.
+         * We omit these to avoid getting a spurious signal from
+         * the top and bottom of a (nearly) all black image. */
+    w = pixGetWidth(pixs);
+    h = pixGetHeight(pixs);
+    skiph = (l_int32)(0.05 * w);  /* skip for max shear of 0.025 radians */
+    skip = L_MIN(h / 10, skiph);  /* don't remove more than 10% of image */
+    nskip = L_MAX(skip / 2, 1);  /* at top & bot; skip at least one line */
+
+        /* Sum the squares of differential row sums, on the
+         * allowed rows.  Note that nskip must be >= 1. */
+    n = numaGetCount(na);
+    sum = 0.0;
+    for (i = nskip; i < n - nskip; i++) {
+        numaGetFValue(na, i - 1, &val1);
+        numaGetFValue(na, i, &val2);
+        diff = val2 - val1;
+        sum += diff * diff;
+    }
+    numaDestroy(&na);
+    *psum = sum;
+    return 0;
+}
+
+
+/*----------------------------------------------------------------*
+ *                        Normalized square sum                   *
+ *----------------------------------------------------------------*/
+/*!
+ * \brief   pixFindNormalizedSquareSum()
+ *
+ * \param[in]    pixs
+ * \param[out]   phratio   [optional] ratio of normalized horiz square sum
+ *                         to result if the pixel distribution were uniform
+ * \param[out]   pvratio   [optional] ratio of normalized vert square sum
+ *                         to result if the pixel distribution were uniform
+ * \param[out]   pfract    [optional] ratio of fg pixels to total pixels
+ * \return  0 if OK, 1 on error or if there are no fg pixels
+ *
+ * 
+ * Notes:
+ *      (1) Let the image have h scanlines and N fg pixels.
+ *          If the pixels were uniformly distributed on scanlines,
+ *          the sum of squares of fg pixels on each scanline would be
+ *          h * (N / h)^2.  However, if the pixels are not uniformly
+ *          distributed (e.g., for text), the sum of squares of fg
+ *          pixels will be larger.  We return in hratio and vratio the
+ *          ratio of these two values.
+ *      (2) If there are no fg pixels, hratio and vratio are returned as 0.0.
+ * 

+ */
+l_ok
+pixFindNormalizedSquareSum(PIX        *pixs,
+                           l_float32  *phratio,
+                           l_float32  *pvratio,
+                           l_float32  *pfract)
+{
+l_int32    i, w, h, empty;
+l_float32  sum, sumsq, uniform, val;
+NUMA      *na;
+PIX       *pixt;
+
+    PROCNAME("pixFindNormalizedSquareSum");
+
+    if (phratio) *phratio = 0.0;
+    if (pvratio) *pvratio = 0.0;
+    if (pfract) *pfract = 0.0;
+    if (!phratio && !pvratio)
+        return ERROR_INT("nothing to do", procName, 1);
+    if (!pixs || pixGetDepth(pixs) != 1)
+        return ERROR_INT("pixs not defined or not 1 bpp", procName, 1);
+    pixGetDimensions(pixs, &w, &h, NULL);
+
+    empty = 0;
+    if (phratio) {
+        na = pixCountPixelsByRow(pixs, NULL);
+        numaGetSum(na, &sum);  /* fg pixels */
+        if (pfract) *pfract = sum / (l_float32)(w * h);
+        if (sum != 0.0) {
+            uniform = sum * sum / h;   /*  h*(sum / h)^2  */
+            sumsq = 0.0;
+            for (i = 0; i < h; i++) {
+                numaGetFValue(na, i, &val);
+                sumsq += val * val;
+            }
+            *phratio = sumsq / uniform;
+        } else {
+            empty = 1;
+        }
+        numaDestroy(&na);
+    }
+
+    if (pvratio) {
+        if (empty == 1) return 1;
+        pixt = pixRotateOrth(pixs, 1);
+        na = pixCountPixelsByRow(pixt, NULL);
+        numaGetSum(na, &sum);
+        if (pfract) *pfract = sum / (l_float32)(w * h);
+        if (sum != 0.0) {
+            uniform = sum * sum / w;
+            sumsq = 0.0;
+            for (i = 0; i < w; i++) {
+                numaGetFValue(na, i, &val);
+                sumsq += val * val;
+            }
+            *pvratio = sumsq / uniform;
+        } else {
+            empty = 1;
+        }
+        pixDestroy(&pixt);
+        numaDestroy(&na);
+    }
+
+    return empty;
+}
diff --git a/3rdparty/hgOCR/leptonica/spixio.c b/3rdparty/hgOCR/leptonica/spixio.c
new file mode 100644
index 00000000..d1102061
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/spixio.c
@@ -0,0 +1,493 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file spixio.c
+ * 
+ *
+ *    This does fast serialization of a pix in memory to file,
+ *    copying the raw data for maximum speed.  The underlying
+ *    function serializes it to memory, and it is wrapped to be
+ *    callable from standard pixRead() and pixWrite() file functions.
+ *
+ *      Reading spix from file
+ *           PIX        *pixReadStreamSpix()
+ *           l_int32     readHeaderSpix()
+ *           l_int32     freadHeaderSpix()
+ *           l_int32     sreadHeaderSpix()
+ *
+ *      Writing spix to file
+ *           l_int32     pixWriteStreamSpix()
+ *
+ *      Low-level serialization of pix to/from memory (uncompressed)
+ *           PIX        *pixReadMemSpix()
+ *           l_int32     pixWriteMemSpix()
+ *           l_int32     pixSerializeToMemory()
+ *           PIX        *pixDeserializeFromMemory()
+ *
+ *    Note: these functions have not been extensively tested for fuzzing
+ *    (bad input data that can result in, e.g., memory faults).
+ *    The spix serialization format is only defined here, in leptonica.
+ *    The image data is uncompressed and the serialization is not intended
+ *    to be a secure file format from untrusted sources.
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+    /* Image dimension limits */
+static const l_int32  MaxAllowedWidth = 1000000;
+static const l_int32  MaxAllowedHeight = 1000000;
+static const l_int64  MaxAllowedArea = 400000000LL;
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG_SERIALIZE      0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*-----------------------------------------------------------------------*
+ *                          Reading spix from file                       *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadStreamSpix()
+ *
+ * \param[in]    fp     file stream
+ * \return  pix, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) If called from pixReadStream(), the stream is positioned
+ *          at the beginning of the file.
+ * 

+ */
+PIX *
+pixReadStreamSpix(FILE  *fp)
+{
+size_t    nbytes;
+l_uint8  *data;
+PIX      *pix;
+
+    PROCNAME("pixReadStreamSpix");
+
+    if (!fp)
+        return (PIX *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if ((data = l_binaryReadStream(fp, &nbytes)) == NULL)
+        return (PIX *)ERROR_PTR("data not read", procName, NULL);
+    pix = pixReadMemSpix(data, nbytes);
+    LEPT_FREE(data);
+    if (!pix)
+        return (PIX *)ERROR_PTR("pix not made", procName, NULL);
+    return pix;
+}
+
+
+/*!
+ * \brief   readHeaderSpix()
+ *
+ * \param[in]    filename
+ * \param[out]   pwidth     width
+ * \param[out]   pheight    height
+ * \param[out]   pbps       bits/sample
+ * \param[out]   pspp       samples/pixel
+ * \param[out]   piscmap    [optional]  input NULL to ignore
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is a colormap, iscmap is returned as 1; else 0.
+ * 

+ */
+l_ok
+readHeaderSpix(const char *filename,
+               l_int32    *pwidth,
+               l_int32    *pheight,
+               l_int32    *pbps,
+               l_int32    *pspp,
+               l_int32    *piscmap)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("readHeaderSpix");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!pwidth || !pheight || !pbps || !pspp)
+        return ERROR_INT("input ptr(s) not defined", procName, 1);
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("image file not found", procName, 1);
+    ret = freadHeaderSpix(fp, pwidth, pheight, pbps, pspp, piscmap);
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   freadHeaderSpix()
+ *
+ * \param[in]    fp        file stream
+ * \param[out]   pwidth    width
+ * \param[out]   pheight   height
+ * \param[out]   pbps      bits/sample
+ * \param[out]   pspp      samples/pixel
+ * \param[out]   piscmap   [optional]  input NULL to ignore
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is a colormap, iscmap is returned as 1; else 0.
+ * 

+ */
+l_ok
+freadHeaderSpix(FILE     *fp,
+                l_int32  *pwidth,
+                l_int32  *pheight,
+                l_int32  *pbps,
+                l_int32  *pspp,
+                l_int32  *piscmap)
+{
+l_int32   nbytes, ret;
+l_uint32  data[6];
+
+    PROCNAME("freadHeaderSpix");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!pwidth || !pheight || !pbps || !pspp)
+        return ERROR_INT("input ptr(s) not defined", procName, 1);
+
+    nbytes = fnbytesInFile(fp);
+    if (nbytes < 32)
+        return ERROR_INT("file too small to be spix", procName, 1);
+    if (fread(data, 4, 6, fp) != 6)
+        return ERROR_INT("error reading data", procName, 1);
+    ret = sreadHeaderSpix(data, pwidth, pheight, pbps, pspp, piscmap);
+    return ret;
+}
+
+
+/*!
+ * \brief   sreadHeaderSpix()
+ *
+ * \param[in]    data
+ * \param[out]   pwidth    width
+ * \param[out]   pheight   height
+ * \param[out]   pbps      bits/sample
+ * \param[out]   pspp      samples/pixel
+ * \param[out]   piscmap   [optional]  input NULL to ignore
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is a colormap, iscmap is returned as 1; else 0.
+ * 

+ */
+l_ok
+sreadHeaderSpix(const l_uint32  *data,
+                l_int32         *pwidth,
+                l_int32         *pheight,
+                l_int32         *pbps,
+                l_int32         *pspp,
+                l_int32         *piscmap)
+{
+char    *id;
+l_int32  d, ncolors;
+
+    PROCNAME("sreadHeaderSpix");
+
+    if (!data)
+        return ERROR_INT("data not defined", procName, 1);
+    if (!pwidth || !pheight || !pbps || !pspp)
+        return ERROR_INT("input ptr(s) not defined", procName, 1);
+    *pwidth = *pheight = *pbps = *pspp = 0;
+    if (piscmap)
+      *piscmap = 0;
+
+        /* Check file id */
+    id = (char *)data;
+    if (id[0] != 's' || id[1] != 'p' || id[2] != 'i' || id[3] != 'x')
+        return ERROR_INT("not a valid spix file", procName, 1);
+
+    *pwidth = data[1];
+    *pheight = data[2];
+    d = data[3];
+    if (d <= 16) {
+      *pbps = d;
+      *pspp = 1;
+    } else {
+      *pbps = 8;
+      *pspp = d / 8;  /* if the pix is 32 bpp, call it 4 samples */
+    }
+    ncolors = data[5];
+    if (piscmap)
+        *piscmap = (ncolors == 0) ? 0 : 1;
+
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                            Writing spix to file                       *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixWriteStreamSpix()
+ *
+ * \param[in]    fp     file stream
+ * \param[in]    pix
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixWriteStreamSpix(FILE  *fp,
+                   PIX   *pix)
+{
+l_uint8  *data;
+size_t    size;
+
+    PROCNAME("pixWriteStreamSpix");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if (pixWriteMemSpix(&data, &size, pix))
+        return ERROR_INT("failure to write pix to memory", procName, 1);
+    fwrite(data, 1, size, fp);
+    LEPT_FREE(data);
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *       Low-level serialization of pix to/from memory (uncompressed)    *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadMemSpix()
+ *
+ * \param[in]    data    const; uncompressed
+ * \param[in]    size    bytes of data
+ * \return  pix, or NULL on error
+ */
+PIX *
+pixReadMemSpix(const l_uint8  *data,
+               size_t          size)
+{
+    return pixDeserializeFromMemory((l_uint32 *)data, size);
+}
+
+
+/*!
+ * \brief   pixWriteMemSpix()
+ *
+ * \param[out]   pdata    data of serialized, uncompressed pix
+ * \param[out]   psize    size of returned data
+ * \param[in]    pix      all depths; colormap OK
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+pixWriteMemSpix(l_uint8  **pdata,
+                size_t    *psize,
+                PIX       *pix)
+{
+    return pixSerializeToMemory(pix, (l_uint32 **)pdata, psize);
+}
+
+
+/*!
+ * \brief   pixSerializeToMemory()
+ *
+ * \param[in]    pixs     all depths, colormap OK
+ * \param[out]   pdata    serialized data in memory
+ * \param[out]   pnbytes  number of bytes in data string
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This does a fast serialization of the principal elements
+ *          of the pix, as follows:
+ *            "spix"    (4 bytes) -- ID for file type
+ *            w         (4 bytes)
+ *            h         (4 bytes)
+ *            d         (4 bytes)
+ *            wpl       (4 bytes)
+ *            ncolors   (4 bytes) -- in colormap; 0 if there is no colormap
+ *            cdata     (4 * ncolors)  -- size of serialized colormap array
+ *            rdatasize (4 bytes) -- size of serialized raster data
+ *                                   = 4 * wpl * h
+ *            rdata     (rdatasize)
+ * 

+ */
+l_ok
+pixSerializeToMemory(PIX        *pixs,
+                     l_uint32  **pdata,
+                     size_t     *pnbytes)
+{
+char      *id;
+l_int32    w, h, d, wpl, rdatasize, ncolors, nbytes, index;
+l_uint8   *cdata;  /* data in colormap array (4 bytes/color table entry) */
+l_uint32  *data;
+l_uint32  *rdata;  /* data in pix raster */
+PIXCMAP   *cmap;
+
+    PROCNAME("pixSerializeToMemory");
+
+    if (!pdata || !pnbytes)
+        return ERROR_INT("&data and &nbytes not both defined", procName, 1);
+    *pdata = NULL;
+    *pnbytes = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    pixGetDimensions(pixs, &w, &h, &d);
+    wpl = pixGetWpl(pixs);
+    rdata = pixGetData(pixs);
+    rdatasize = 4 * wpl * h;
+    ncolors = 0;
+    cdata = NULL;
+    if ((cmap = pixGetColormap(pixs)) != NULL)
+        pixcmapSerializeToMemory(cmap, 4, &ncolors, &cdata);
+
+    nbytes = 24 + 4 * ncolors + 4 + rdatasize;
+    if ((data = (l_uint32 *)LEPT_CALLOC(nbytes / 4, sizeof(l_uint32)))
+         == NULL) {
+        LEPT_FREE(cdata);
+        return ERROR_INT("data not made", procName, 1);
+    }
+    *pdata = data;
+    *pnbytes = nbytes;
+    id = (char *)data;
+    id[0] = 's';
+    id[1] = 'p';
+    id[2] = 'i';
+    id[3] = 'x';
+    data[1] = w;
+    data[2] = h;
+    data[3] = d;
+    data[4] = wpl;
+    data[5] = ncolors;
+    if (ncolors > 0)
+        memcpy(data + 6, cdata, 4 * ncolors);
+    index = 6 + ncolors;
+    data[index] = rdatasize;
+    memcpy(data + index + 1, rdata, rdatasize);
+
+#if  DEBUG_SERIALIZE
+    fprintf(stderr, "Serialize:   "
+            "raster size = %d, ncolors in cmap = %d, total bytes = %d\n",
+            rdatasize, ncolors, nbytes);
+#endif  /* DEBUG_SERIALIZE */
+
+    LEPT_FREE(cdata);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixDeserializeFromMemory()
+ *
+ * \param[in]    data     serialized data in memory
+ * \param[in]    nbytes   number of bytes in data string
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixSerializeToMemory() for the binary format.
+ *      (2) Note the image size limits.
+ * 

+ */
+PIX *
+pixDeserializeFromMemory(const l_uint32  *data,
+                         size_t           nbytes)
+{
+char      *id;
+l_int32    w, h, d, pixdata_size, memdata_size, imdata_size, ncolors;
+l_uint32  *imdata;  /* data in pix raster */
+PIX       *pix1, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixDeserializeFromMemory");
+
+    if (!data)
+        return (PIX *)ERROR_PTR("data not defined", procName, NULL);
+    if (nbytes < 28 || nbytes > ((1LL << 31) - 1)) {
+        L_ERROR("invalid nbytes = %zu\n", procName, nbytes);
+        return NULL;
+    }
+
+    id = (char *)data;
+    if (id[0] != 's' || id[1] != 'p' || id[2] != 'i' || id[3] != 'x')
+        return (PIX *)ERROR_PTR("invalid id string", procName, NULL);
+    w = data[1];
+    h = data[2];
+    d = data[3];
+    ncolors = data[5];
+
+        /* Sanity checks on the amount of image data */
+    if (w < 1 || w > MaxAllowedWidth)
+        return (PIX *)ERROR_PTR("invalid width", procName, NULL);
+    if (h < 1 || h > MaxAllowedHeight)
+        return (PIX *)ERROR_PTR("invalid height", procName, NULL);
+    if (1LL * w * h > MaxAllowedArea)
+        return (PIX *)ERROR_PTR("area too large", procName, NULL);
+    if (ncolors < 0 || ncolors > 256 || ncolors + 6 >= nbytes/sizeof(l_int32))
+        return (PIX *)ERROR_PTR("invalid ncolors", procName, NULL);
+    if ((pix1 = pixCreateHeader(w, h, d)) == NULL)  /* just make the header */
+        return (PIX *)ERROR_PTR("failed to make header", procName, NULL);
+    pixdata_size = 4 * h * pixGetWpl(pix1);
+    memdata_size = nbytes - 24 - 4 * ncolors - 4;
+    imdata_size = data[6 + ncolors];
+    pixDestroy(&pix1);
+    if (pixdata_size != memdata_size || pixdata_size != imdata_size) {
+        L_ERROR("pixdata_size = %d, memdata_size = %d, imdata_size = %d "
+                "not all equal!\n", procName, pixdata_size, memdata_size,
+                imdata_size);
+        return NULL;
+    }
+
+    if ((pixd = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pix not made", procName, NULL);
+    if (ncolors > 0) {
+        cmap = pixcmapDeserializeFromMemory((l_uint8 *)(&data[6]), 4, ncolors);
+        if (!cmap) {
+            pixDestroy(&pixd);
+            return (PIX *)ERROR_PTR("cmap not made", procName, NULL);
+        }
+        pixSetColormap(pixd, cmap);
+    }
+
+    imdata = pixGetData(pixd);
+    memcpy(imdata, data + 7 + ncolors, imdata_size);
+
+#if  DEBUG_SERIALIZE
+    fprintf(stderr, "Deserialize: "
+            "raster size = %d, ncolors in cmap = %d, total bytes = %zu\n",
+            imdata_size, ncolors, nbytes);
+#endif  /* DEBUG_SERIALIZE */
+
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/stack.c b/3rdparty/hgOCR/leptonica/stack.c
new file mode 100644
index 00000000..86dc85d0
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/stack.c
@@ -0,0 +1,289 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file stack.c
+ * 
+ *
+ *      Generic stack
+ *
+ *      The lstack is an array of void * ptrs, onto which
+ *      objects can be stored.  At any time, the number of
+ *      stored objects is lstack->n.  The object at the bottom
+ *      of the lstack is at array[0]; the object at the top of
+ *      the lstack is at array[n-1].  New objects are added
+ *      to the top of the lstack; i.e., the first available
+ *      location, which is at array[n].  The lstack is expanded
+ *      by doubling, when needed.  Objects are removed
+ *      from the top of the lstack.  When an attempt is made
+ *      to remove an object from an empty lstack, the result is null.
+ *
+ *      Create/Destroy
+ *           L_STACK        *lstackCreate()
+ *           void            lstackDestroy()
+ *
+ *      Accessors
+ *           l_int32         lstackAdd()
+ *           void           *lstackRemove()
+ *           static l_int32  lstackExtendArray()
+ *           l_int32         lstackGetCount()
+ *
+ *      Text description
+ *           l_int32         lstackPrint()
+ * 

+ */
+
+#include "allheaders.h"
+
+    /* Bounds on initial array size */
+static const l_uint32  MaxPtrArraySize = 100000;
+static const l_int32 InitialPtrArraySize = 20;      /*!< n'importe quoi */
+
+    /* Static function */
+static l_int32 lstackExtendArray(L_STACK *lstack);
+
+
+/*---------------------------------------------------------------------*
+ *                          Create/Destroy                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   lstackCreate()
+ *
+ * \param[in]    n   initial ptr array size; use 0 for default
+ * \return  lstack, or NULL on error
+ */
+L_STACK *
+lstackCreate(l_int32  n)
+{
+L_STACK  *lstack;
+
+    PROCNAME("lstackCreate");
+
+    if (n <= 0 || n > MaxPtrArraySize)
+        n = InitialPtrArraySize;
+
+    lstack = (L_STACK *)LEPT_CALLOC(1, sizeof(L_STACK));
+    lstack->array = (void **)LEPT_CALLOC(n, sizeof(void *));
+    if (!lstack->array) {
+        lstackDestroy(&lstack, FALSE);
+        return (L_STACK *)ERROR_PTR("lstack array not made", procName, NULL);
+    }
+
+    lstack->nalloc = n;
+    lstack->n = 0;
+    return lstack;
+}
+
+
+/*!
+ * \brief   lstackDestroy()
+ *
+ * \param[in,out]   plstack    will be set to null before returning
+ * \param[in]    freeflag TRUE to free each remaining struct in the array
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) If %freeflag is TRUE, frees each struct in the array.
+ *      (2) If %freeflag is FALSE but there are elements on the array,
+ *          gives a warning and destroys the array.  This will
+ *          cause a memory leak of all the items that were on the lstack.
+ *          So if the items require their own destroy function, they
+ *          must be destroyed before the lstack.
+ *      (3) To destroy the lstack, we destroy the ptr array, then
+ *          the lstack, and then null the contents of the input ptr.
+ * 

+ */
+void
+lstackDestroy(L_STACK  **plstack,
+              l_int32    freeflag)
+{
+void     *item;
+L_STACK  *lstack;
+
+    PROCNAME("lstackDestroy");
+
+    if (plstack == NULL) {
+        L_WARNING("ptr address is NULL\n", procName);
+        return;
+    }
+    if ((lstack = *plstack) == NULL)
+        return;
+
+    if (freeflag) {
+        while(lstack->n > 0) {
+            item = lstackRemove(lstack);
+            LEPT_FREE(item);
+        }
+    } else if (lstack->n > 0) {
+        L_WARNING("memory leak of %d items in lstack\n", procName, lstack->n);
+    }
+
+    if (lstack->auxstack)
+        lstackDestroy(&lstack->auxstack, freeflag);
+
+    if (lstack->array)
+        LEPT_FREE(lstack->array);
+    LEPT_FREE(lstack);
+    *plstack = NULL;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                               Accessors                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   lstackAdd()
+ *
+ * \param[in]    lstack
+ * \param[in]    item      to be added to the lstack
+ * \return  0 if OK; 1 on error.
+ */
+l_ok
+lstackAdd(L_STACK  *lstack,
+          void     *item)
+{
+    PROCNAME("lstackAdd");
+
+    if (!lstack)
+        return ERROR_INT("lstack not defined", procName, 1);
+    if (!item)
+        return ERROR_INT("item not defined", procName, 1);
+
+        /* Do we need to extend the array? */
+    if (lstack->n >= lstack->nalloc)
+        lstackExtendArray(lstack);
+
+        /* Store the new pointer */
+    lstack->array[lstack->n] = (void *)item;
+    lstack->n++;
+
+    return 0;
+}
+
+
+/*!
+ * \brief   lstackRemove()
+ *
+ * \param[in]    lstack
+ * \return  ptr to item popped from the top of the lstack,
+ *              or NULL if the lstack is empty or on error
+ */
+void *
+lstackRemove(L_STACK  *lstack)
+{
+void  *item;
+
+    PROCNAME("lstackRemove");
+
+    if (!lstack)
+        return ERROR_PTR("lstack not defined", procName, NULL);
+
+    if (lstack->n == 0)
+        return NULL;
+
+    lstack->n--;
+    item = lstack->array[lstack->n];
+
+    return item;
+}
+
+
+/*!
+ * \brief   lstackExtendArray()
+ *
+ * \param[in]    lstack
+ * \return  0 if OK; 1 on error
+ */
+static l_int32
+lstackExtendArray(L_STACK  *lstack)
+{
+    PROCNAME("lstackExtendArray");
+
+    if (!lstack)
+        return ERROR_INT("lstack not defined", procName, 1);
+
+    if ((lstack->array = (void **)reallocNew((void **)&lstack->array,
+                              sizeof(void *) * lstack->nalloc,
+                              2 * sizeof(void *) * lstack->nalloc)) == NULL)
+        return ERROR_INT("new lstack array not defined", procName, 1);
+
+    lstack->nalloc = 2 * lstack->nalloc;
+    return 0;
+}
+
+
+/*!
+ * \brief   lstackGetCount()
+ *
+ * \param[in]    lstack
+ * \return  count, or 0 on error
+ */
+l_int32
+lstackGetCount(L_STACK  *lstack)
+{
+    PROCNAME("lstackGetCount");
+
+    if (!lstack)
+        return ERROR_INT("lstack not defined", procName, 1);
+
+    return lstack->n;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                            Debug output                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   lstackPrint()
+ *
+ * \param[in]    fp       file stream
+ * \param[in]    lstack
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+lstackPrint(FILE     *fp,
+            L_STACK  *lstack)
+{
+l_int32  i;
+
+    PROCNAME("lstackPrint");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!lstack)
+        return ERROR_INT("lstack not defined", procName, 1);
+
+    fprintf(fp, "\n Stack: nalloc = %d, n = %d, array = %p\n",
+            lstack->nalloc, lstack->n, lstack->array);
+    for (i = 0; i < lstack->n; i++)
+        fprintf(fp,   "array[%d] = %p\n", i, lstack->array[i]);
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/stack.h b/3rdparty/hgOCR/leptonica/stack.h
new file mode 100644
index 00000000..4fa61141
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/stack.h
@@ -0,0 +1,70 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_STACK_H
+#define  LEPTONICA_STACK_H
+
+/*!
+ * \file stack.h
+ *
+ * 
+ *       Expandable pointer stack for arbitrary void* data.
+ *
+ *       The L_Stack is an array of void * ptrs, onto which arbitrary
+ *       objects can be stored.  At any time, the number of
+ *       stored objects is stack->n.  The object at the bottom
+ *       of the stack is at array[0]; the object at the top of
+ *       the stack is at array[n-1].  New objects are added
+ *       to the top of the stack, at the first available location,
+ *       which is array[n].  Objects are removed from the top of the
+ *       stack.  When an attempt is made to remove an object from an
+ *       empty stack, the result is null.   When the stack becomes
+ *       filled, so that n = nalloc, the size is doubled.
+ *
+ *       The auxiliary stack can be used to store and remove
+ *       objects for re-use.  It must be created by a separate
+ *       call to pstackCreate().  [Just imagine the chaos if
+ *       pstackCreate() created the auxiliary stack!]
+ *       pstackDestroy() checks for the auxiliary stack and removes it.
+ * 

+ */
+
+
+    /*! Expandable pointer stack for arbitrary void* data.
+     * Note that array[n] is the first null ptr in the array
+     */
+struct L_Stack
+{
+    l_int32          nalloc;     /*!< size of ptr array              */
+    l_int32          n;          /*!< number of stored elements      */
+    void           **array;      /*!< ptr array                      */
+    struct L_Stack  *auxstack;   /*!< auxiliary stack                */
+};
+typedef struct L_Stack  L_STACK;
+
+
+#endif /*  LEPTONICA_STACK_H */
+
diff --git a/3rdparty/hgOCR/leptonica/stringcode.c b/3rdparty/hgOCR/leptonica/stringcode.c
new file mode 100644
index 00000000..0e8c6a0f
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/stringcode.c
@@ -0,0 +1,804 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file stringcode.c
+ * 
+ *
+ *   Generation of code for storing and extracting serializable
+ *   leptonica objects (such as pixa, recog, ...).
+ *
+ *   The input is a set of files with serialized data.
+ *   The output is two files, that must be compiled and linked:
+ *     ~ autogen.*.c: code for base64 unencoding the strings and
+ *                    deserializing the result.
+ *     ~ autogen.*.h: function prototypes and base64 encoded strings
+ *                    of the input data
+ *
+ *   This should work for any data structures in leptonica that have
+ *   *Write() and *Read() serialization functions.  An array of 20
+ *   of these, including the Pix, is given below.  (The Pix is a special
+ *   case, because it is serialized by standardized compression
+ *   techniques, instead of a file format determined by leptonica.)
+ *
+ *   Each time the generator function is invoked, three sets of strings are
+ *   produced, which are written into their respective string arrays:
+ *     ~ string of serialized, gzipped and base 64 encoded data
+ *     ~ case string for base64 decoding, gunzipping and deserialization,
+ *       to return the data struct in memory
+ *     ~ description string for selecting which struct to return
+ *   To create the two output files, a finalize function is invoked.
+ *
+ *   There are two ways to do this, both shown in prog/autogentest1.c.
+ *     ~ Explicitly call strcodeGenerate() for each file with the
+ *       serialized data structure, followed by strcodeFinalize().
+ *     ~ Put the filenames of the serialized data structures in a file,
+ *       and call strcodeCreateFromFile().
+ *
+ *   The generated code in autogen.X.c and autogen.X.h (where X is an
+ *   integer supplied to strcodeCreate()) is then compiled, and the
+ *   original data can be regenerated using the function l_autodecode_X().
+ *   A test example is found in the two prog files:
+ *       prog/autogentest1.c  -- generates autogen.137.c, autogen.137.h
+ *       prog/autogentest2.c  -- uses autogen.137.c, autogen.137.h
+ *   In general, the generator (e.g., autogentest1) would be compiled and
+ *   run before compiling and running the application (e.g., autogentest2).
+ *
+ *       L_STRCODE       *strcodeCreate()
+ *       static void      strcodeDestroy()    (called as part of finalize)
+ *       void             strcodeCreateFromFile()
+ *       l_int32          strcodeGenerate()
+ *       void             strcodeFinalize()
+ *       l_int32          l_getStructStrFromFile()   (useful externally)
+ *
+ *   Static helpers
+ *       static l_int32   l_getIndexFromType()
+ *       static l_int32   l_getIndexFromStructname()
+ *       static l_int32   l_getIndexFromFile()
+ *       static char     *l_genDataString()
+ *       static char     *l_genCaseString()
+ *       static char     *l_genDescrString()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+#include "stringcode.h"
+
+#define TEMPLATE1  "stringtemplate1.txt"  /* for assembling autogen.*.c */
+#define TEMPLATE2  "stringtemplate2.txt"  /* for assembling autogen.*.h */
+
+    /*! Associations between names and functions */
+struct L_GenAssoc
+{
+    l_int32  index;
+    char     type[16];        /* e.g., "PIXA" */
+    char     structname[16];  /* e.g., "Pixa" */
+    char     reader[16];      /* e.g., "pixaRead" */
+    char     memreader[20];   /* e.g., "pixaReadMem" */
+};
+
+    /*! Number of serializable data types */
+static const l_int32  l_ntypes = 19;
+    /*! Serializable data types */
+static const struct L_GenAssoc l_assoc[] = {
+    {0,  "INVALID",     "invalid",     "invalid",        "invalid"         },
+    {1,  "BOXA",        "Boxa",        "boxaRead",       "boxaReadMem"     },
+    {2,  "BOXAA",       "Boxaa",       "boxaaRead",      "boxaaReadMem"    },
+    {3,  "L_DEWARP",    "Dewarp",      "dewarpRead",     "dewarpReadMem"   },
+    {4,  "L_DEWARPA",   "Dewarpa",     "dewarpaRead",    "dewarpaReadMem"  },
+    {5,  "L_DNA",       "L_Dna",       "l_dnaRead",      "l_dnaReadMem"    },
+    {6,  "L_DNAA",      "L_Dnaa",      "l_dnaaRead",     "l_dnaaReadMem"   },
+    {7,  "DPIX",        "DPix",        "dpixRead",       "dpixReadMem"     },
+    {8,  "FPIX",        "FPix",        "fpixRead",       "fpixReadMem"     },
+    {9,  "NUMA",        "Numa",        "numaRead",       "numaReadMem"     },
+    {10, "NUMAA",       "Numaa",       "numaaRead",      "numaaReadMem"    },
+    {11, "PIX",         "Pix",         "pixRead",        "pixReadMem"      },
+    {12, "PIXA",        "Pixa",        "pixaRead",       "pixaReadMem"     },
+    {13, "PIXAA",       "Pixaa",       "pixaaRead",      "pixaaReadMem"    },
+    {14, "PIXACOMP",    "Pixacomp",    "pixacompRead",   "pixacompReadMem" },
+    {15, "PIXCMAP",     "Pixcmap",     "pixcmapRead",    "pixcmapReadMem"  },
+    {16, "PTA",         "Pta",         "ptaRead",        "ptaReadMem"      },
+    {17, "PTAA",        "Ptaa",        "ptaaRead",       "ptaaReadMem"     },
+    {18, "RECOG",       "Recog",       "recogRead",      "recogReadMem"    },
+    {19, "SARRAY",      "Sarray",      "sarrayRead",     "sarrayReadMem"   }
+};
+
+static l_int32 l_getIndexFromType(const char *type, l_int32 *pindex);
+static l_int32 l_getIndexFromStructname(const char *sn, l_int32 *pindex);
+static l_int32 l_getIndexFromFile(const char *file, l_int32 *pindex);
+static char *l_genDataString(const char *filein, l_int32 ifunc);
+static char *l_genCaseString(l_int32 ifunc, l_int32 itype);
+static char *l_genDescrString(const char *filein, l_int32 ifunc, l_int32 itype);
+
+
+/*---------------------------------------------------------------------*/
+/*                         Stringcode functions                        */
+/*---------------------------------------------------------------------*/
+/*!
+ * \brief   strcodeCreate()
+ *
+ * \param[in]    fileno    integer that labels the two output files
+ * \return  initialized L_StrCode, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This struct exists to build two files containing code for
+ *          any number of data objects.  The two files are named
+ *             autogen.[fileno].c
+ *             autogen.[fileno].h
+ * 

+ */
+L_STRCODE *
+strcodeCreate(l_int32  fileno)
+{
+L_STRCODE  *strcode;
+
+    PROCNAME("strcodeCreate");
+
+    lept_mkdir("lept/auto");
+
+    if ((strcode = (L_STRCODE *)LEPT_CALLOC(1, sizeof(L_STRCODE))) == NULL)
+        return (L_STRCODE *)ERROR_PTR("strcode not made", procName, NULL);
+
+    strcode->fileno = fileno;
+    strcode->function = sarrayCreate(0);
+    strcode->data = sarrayCreate(0);
+    strcode->descr = sarrayCreate(0);
+    return strcode;
+}
+
+
+/*!
+ * \brief   strcodeDestroy()
+ *
+ * \param[out]  pstrcode    will be set to null after destroying the sarrays
+ * \return  void
+ */
+static void
+strcodeDestroy(L_STRCODE  **pstrcode)
+{
+L_STRCODE  *strcode;
+
+    PROCNAME("strcodeDestroy");
+
+    if (pstrcode == NULL) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+
+    if ((strcode = *pstrcode) == NULL)
+        return;
+
+    sarrayDestroy(&strcode->function);
+    sarrayDestroy(&strcode->data);
+    sarrayDestroy(&strcode->descr);
+    LEPT_FREE(strcode);
+    *pstrcode = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   strcodeCreateFromFile()
+ *
+ * \param[in]    filein    containing filenames of serialized data
+ * \param[in]    fileno    integer that labels the two output files
+ * \param[in]    outdir    [optional] if null, files are made in /tmp/lept/auto
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The %filein has one filename on each line.
+ *          Comment lines begin with "#".
+ *      (2) The output is 2 files:
+ *             autogen.[fileno].c
+ *             autogen.[fileno].h
+ * 

+ */
+l_ok
+strcodeCreateFromFile(const char  *filein,
+                      l_int32      fileno,
+                      const char  *outdir)
+{
+char        *fname;
+const char  *type;
+l_uint8     *data;
+size_t       nbytes;
+l_int32      i, n, index;
+SARRAY      *sa;
+L_STRCODE   *strcode;
+
+    PROCNAME("strcodeCreateFromFile");
+
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+
+    if ((data = l_binaryRead(filein, &nbytes)) == NULL)
+        return ERROR_INT("data not read from file", procName, 1);
+    sa = sarrayCreateLinesFromString((char *)data, 0);
+    LEPT_FREE(data);
+    if (!sa)
+        return ERROR_INT("sa not made", procName, 1);
+    if ((n = sarrayGetCount(sa)) == 0) {
+        sarrayDestroy(&sa);
+        return ERROR_INT("no filenames in the file", procName, 1);
+    }
+
+    strcode = strcodeCreate(fileno);
+
+    for (i = 0; i < n; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        if (fname[0] == '#') continue;
+        if (l_getIndexFromFile(fname, &index)) {
+            L_ERROR("File %s has no recognizable type\n", procName, fname);
+        } else {
+            type = l_assoc[index].type;
+            L_INFO("File %s is type %s\n", procName, fname, type);
+            strcodeGenerate(strcode, fname, type);
+        }
+    }
+    strcodeFinalize(&strcode, outdir);
+    sarrayDestroy(&sa);
+    return 0;
+}
+
+
+/*!
+ * \brief   strcodeGenerate()
+ *
+ * \param[in]    strcode    for accumulating data
+ * \param[in]    filein     input file with serialized data
+ * \param[in]    type       of data; use the typedef string
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) The generated function name is
+ *            l_autodecode_[fileno]()
+ *          where [fileno] is the index label for the pair of output files.
+ *      (2) To deserialize this data, the function is called with the
+ *          argument 'ifunc', which increments each time strcodeGenerate()
+ *          is called.
+ * 

+ */
+l_ok
+strcodeGenerate(L_STRCODE   *strcode,
+                const char  *filein,
+                const char  *type)
+{
+char    *strdata, *strfunc, *strdescr;
+l_int32  itype;
+
+    PROCNAME("strcodeGenerate");
+
+    if (!strcode)
+        return ERROR_INT("strcode not defined", procName, 1);
+    if (!filein)
+        return ERROR_INT("filein not defined", procName, 1);
+    if (!type)
+        return ERROR_INT("type not defined", procName, 1);
+
+        /* Get the index corresponding to type and validate */
+    if (l_getIndexFromType(type, &itype) == 1)
+        return ERROR_INT("data type unknown", procName, 1);
+
+        /* Generate the encoded data string */
+    if ((strdata = l_genDataString(filein, strcode->ifunc)) == NULL)
+        return ERROR_INT("strdata not made", procName, 1);
+    sarrayAddString(strcode->data, strdata, L_INSERT);
+
+        /* Generate the case data for the decoding function */
+    strfunc = l_genCaseString(strcode->ifunc, itype);
+    sarrayAddString(strcode->function, strfunc, L_INSERT);
+
+        /* Generate row of table for function type selection */
+    strdescr = l_genDescrString(filein, strcode->ifunc, itype);
+    sarrayAddString(strcode->descr, strdescr, L_INSERT);
+
+    strcode->n++;
+    strcode->ifunc++;
+    return 0;
+}
+
+
+/*!
+ * \brief   strcodeFinalize()
+ *
+ * \param[in,out]  pstrcode   destroys and sets to null after .c and .h files
+ *                            have been generated
+ * \param[in]      outdir     [optional] if NULL, make files in /tmp/lept/auto
+ * \return  void
+ */
+l_int32
+strcodeFinalize(L_STRCODE  **pstrcode,
+                const char  *outdir)
+{
+char        buf[256];
+char       *filestr, *casestr, *descr, *datastr, *realoutdir;
+l_int32     actstart, end, newstart, fileno, nbytes;
+size_t      size;
+L_STRCODE  *strcode;
+SARRAY     *sa1, *sa2, *sa3;
+
+    PROCNAME("strcodeFinalize");
+
+    lept_mkdir("lept/auto");
+
+    if (!pstrcode || *pstrcode == NULL)
+        return ERROR_INT("No input data", procName, 1);
+    strcode = *pstrcode;
+    if (!outdir) {
+        L_INFO("no outdir specified; writing to /tmp/lept/auto\n", procName);
+        realoutdir = stringNew("/tmp/lept/auto");
+    } else {
+        realoutdir = stringNew(outdir);
+    }
+
+    /* ------------------------------------------------------- */
+    /*              Make the output autogen.*.c file           */
+    /* ------------------------------------------------------- */
+
+       /* Make array of textlines from TEMPLATE1 */
+    filestr = (char *)l_binaryRead(TEMPLATE1, &size);
+    sa1 = sarrayCreateLinesFromString(filestr, 1);
+    LEPT_FREE(filestr);
+    sa3 = sarrayCreate(0);
+
+        /* Copyright notice */
+    sarrayParseRange(sa1, 0, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+
+        /* File name comment */
+    fileno = strcode->fileno;
+    snprintf(buf, sizeof(buf), " *   autogen.%d.c", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* More text */
+    sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+
+        /* Description of function types by index */
+    descr = sarrayToString(strcode->descr, 1);
+    descr[strlen(descr) - 1] = '\0';
+    sarrayAddString(sa3, descr, L_INSERT);
+
+        /* Includes */
+    sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+    snprintf(buf, sizeof(buf), "#include \"autogen.%d.h\"", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Header for auto-generated deserializers */
+    sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+
+        /* Function name (as comment) */
+    snprintf(buf, sizeof(buf), " * \\brief  l_autodecode_%d()", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Input and return values */
+    sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+
+        /* Function name */
+    snprintf(buf, sizeof(buf), "l_autodecode_%d(l_int32 index)", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Stack vars */
+    sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+
+        /* Declaration of nfunc on stack */
+    snprintf(buf, sizeof(buf), "l_int32   nfunc = %d;\n", strcode->n);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Declaration of PROCNAME */
+    snprintf(buf, sizeof(buf), "    PROCNAME(\"l_autodecode_%d\");", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Test input variables */
+    sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+
+        /* Insert case string */
+    casestr = sarrayToString(strcode->function, 0);
+    casestr[strlen(casestr) - 1] = '\0';
+    sarrayAddString(sa3, casestr, L_INSERT);
+
+        /* End of function */
+    sarrayParseRange(sa1, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa1, actstart, end);
+
+        /* Flatten to string and output to autogen*.c file */
+    filestr = sarrayToString(sa3, 1);
+    nbytes = strlen(filestr);
+    snprintf(buf, sizeof(buf), "%s/autogen.%d.c", realoutdir, fileno);
+    l_binaryWrite(buf, "w", filestr, nbytes);
+    LEPT_FREE(filestr);
+    sarrayDestroy(&sa1);
+    sarrayDestroy(&sa3);
+
+    /* ------------------------------------------------------- */
+    /*              Make the output autogen.*.h file           */
+    /* ------------------------------------------------------- */
+
+       /* Make array of textlines from TEMPLATE2 */
+    filestr = (char *)l_binaryRead(TEMPLATE2, &size);
+    sa2 = sarrayCreateLinesFromString(filestr, 1);
+    LEPT_FREE(filestr);
+    sa3 = sarrayCreate(0);
+
+        /* Copyright notice */
+    sarrayParseRange(sa2, 0, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa2, actstart, end);
+
+        /* File name comment */
+    snprintf(buf, sizeof(buf), " *   autogen.%d.h", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* More text */
+    sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa2, actstart, end);
+
+        /* Beginning header protection */
+    snprintf(buf, sizeof(buf), "#ifndef  LEPTONICA_AUTOGEN_%d_H\n"
+                               "#define  LEPTONICA_AUTOGEN_%d_H",
+             fileno, fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Prototype header text */
+    sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa2, actstart, end);
+
+        /* Prototype declaration */
+    snprintf(buf, sizeof(buf), "void *l_autodecode_%d(l_int32 index);", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Prototype trailer text */
+    sarrayParseRange(sa2, newstart, &actstart, &end, &newstart, "--", 0);
+    sarrayAppendRange(sa3, sa2, actstart, end);
+
+        /* Insert serialized data strings */
+    datastr = sarrayToString(strcode->data, 1);
+    datastr[strlen(datastr) - 1] = '\0';
+    sarrayAddString(sa3, datastr, L_INSERT);
+
+        /* End header protection */
+    snprintf(buf, sizeof(buf), "#endif  /* LEPTONICA_AUTOGEN_%d_H */", fileno);
+    sarrayAddString(sa3, buf, L_COPY);
+
+        /* Flatten to string and output to autogen*.h file */
+    filestr = sarrayToString(sa3, 1);
+    nbytes = strlen(filestr);
+    snprintf(buf, sizeof(buf), "%s/autogen.%d.h", realoutdir, fileno);
+    l_binaryWrite(buf, "w", filestr, nbytes);
+    LEPT_FREE(filestr);
+    LEPT_FREE(realoutdir);
+    sarrayDestroy(&sa2);
+    sarrayDestroy(&sa3);
+
+        /* Cleanup */
+    strcodeDestroy(pstrcode);
+    return 0;
+}
+
+
+/*!
+ * \brief   l_getStructStrFromFile()
+ *
+ * \param[in]    filename
+ * \param[in]    field   (L_STR_TYPE, L_STR_NAME, L_STR_READER, L_STR_MEMREADER)
+ * \param[out]   pstr    struct string for this file
+ * \return  0 if found, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) For example, if %field == L_STR_NAME, and the file is a serialized
+ *          pixa, this will return "Pixa", the name of the struct.
+ *      (2) Caller must free the returned string.
+ * 

+ */
+l_int32
+l_getStructStrFromFile(const char  *filename,
+                       l_int32      field,
+                       char       **pstr)
+{
+l_int32  index;
+
+    PROCNAME("l_getStructStrFromFile");
+
+    if (!pstr)
+        return ERROR_INT("&str not defined", procName, 1);
+    *pstr = NULL;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (field != L_STR_TYPE && field != L_STR_NAME &&
+        field != L_STR_READER && field != L_STR_MEMREADER)
+        return ERROR_INT("invalid field", procName, 1);
+
+    if (l_getIndexFromFile(filename, &index))
+        return ERROR_INT("index not retrieved", procName, 1);
+    if (field == L_STR_TYPE)
+        *pstr = stringNew(l_assoc[index].type);
+    else if (field == L_STR_NAME)
+        *pstr = stringNew(l_assoc[index].structname);
+    else if (field == L_STR_READER)
+        *pstr = stringNew(l_assoc[index].reader);
+    else   /* field == L_STR_MEMREADER */
+        *pstr = stringNew(l_assoc[index].memreader);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*/
+/*                           Static helpers                            */
+/*---------------------------------------------------------------------*/
+/*!
+ * \brief   l_getIndexFromType()
+ *
+ * \param[in]    type     e.g., "PIXA"
+ * \param[out]   pindex   found index
+ * \return  0 if found, 1 if not.
+ *
+ * 
+ * Notes:
+ *      (1) For valid type, %found == true and %index > 0.
+ * 

+ */
+static l_int32
+l_getIndexFromType(const char  *type,
+                   l_int32     *pindex)
+{
+l_int32  i, found;
+
+    PROCNAME("l_getIndexFromType");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+    *pindex = 0;
+    if (!type)
+        return ERROR_INT("type string not defined", procName, 1);
+
+    found = 0;
+    for (i = 1; i <= l_ntypes; i++) {
+        if (strcmp(type, l_assoc[i].type) == 0) {
+            found = 1;
+            *pindex = i;
+            break;
+        }
+    }
+    return !found;
+}
+
+
+/*!
+ * \brief   l_getIndexFromStructname()
+ *
+ * \param[in]    sn       structname e.g., "Pixa"
+ * \param[out]   pindex   found index
+ * \return  0 if found, 1 if not.
+ *
+ * 
+ * Notes:
+ *      (1) This is used to identify the type of serialized file;
+ *          the first word in the file is the structname.
+ *      (2) For valid structname, %found == true and %index > 0.
+ * 

+ */
+static l_int32
+l_getIndexFromStructname(const char  *sn,
+                         l_int32     *pindex)
+{
+l_int32  i, found;
+
+    PROCNAME("l_getIndexFromStructname");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+    *pindex = 0;
+    if (!sn)
+        return ERROR_INT("sn string not defined", procName, 1);
+
+    found = 0;
+    for (i = 1; i <= l_ntypes; i++) {
+        if (strcmp(sn, l_assoc[i].structname) == 0) {
+            found = 1;
+            *pindex = i;
+            break;
+        }
+    }
+    return !found;
+}
+
+
+/*!
+ * \brief   l_getIndexFromFile()
+ *
+ * \param[in]    filename
+ * \param[out]   pindex     found index
+ * \return  0 if found, 1 on error.
+ */
+static l_int32
+l_getIndexFromFile(const char  *filename,
+                   l_int32     *pindex)
+{
+char     buf[256];
+char    *word;
+FILE    *fp;
+l_int32  notfound, format;
+SARRAY  *sa;
+
+    PROCNAME("l_getIndexFromFile");
+
+    if (!pindex)
+        return ERROR_INT("&index not defined", procName, 1);
+    *pindex = 0;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+        /* Open the stream, read lines until you find one with more
+         * than a newline, and grab the first word. */
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    do {
+        if ((fgets(buf, sizeof(buf), fp)) == NULL) {
+            fclose(fp);
+            return ERROR_INT("fgets read fail", procName, 1);
+        }
+    } while (buf[0] == '\n');
+    fclose(fp);
+    sa = sarrayCreateWordsFromString(buf);
+    word = sarrayGetString(sa, 0, L_NOCOPY);
+
+        /* Find the index associated with the word.  If it is not
+         * found, test to see if the file is a compressed pix. */
+    notfound = l_getIndexFromStructname(word, pindex);
+    sarrayDestroy(&sa);
+    if (notfound) {  /* maybe a Pix */
+        if (findFileFormat(filename, &format) == 0) {
+            l_getIndexFromStructname("Pix", pindex);
+        } else {
+            return ERROR_INT("no file type identified", procName, 1);
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   l_genDataString()
+ *
+ * \param[in]    filein   input file of serialized data
+ * \param[in]    ifunc    index into set of functions in output file
+ * \return  encoded ascii data string, or NULL on error reading from file
+ */
+static char *
+l_genDataString(const char  *filein,
+                l_int32      ifunc)
+{
+char      buf[80];
+char     *cdata1, *cdata2, *cdata3;
+l_uint8  *data1, *data2;
+l_int32   csize1, csize2;
+size_t    size1, size2;
+SARRAY   *sa;
+
+    PROCNAME("l_genDataString");
+
+    if (!filein)
+        return (char *)ERROR_PTR("filein not defined", procName, NULL);
+
+        /* Read it in, gzip it, encode, and reformat.  We gzip because some
+         * serialized data has a significant amount of ascii content. */
+    if ((data1 = l_binaryRead(filein, &size1)) == NULL)
+        return (char *)ERROR_PTR("bindata not returned", procName, NULL);
+    data2 = zlibCompress(data1, size1, &size2);
+    cdata1 = encodeBase64(data2, size2, &csize1);
+    cdata2 = reformatPacked64(cdata1, csize1, 4, 72, 1, &csize2);
+    LEPT_FREE(data1);
+    LEPT_FREE(data2);
+    LEPT_FREE(cdata1);
+
+        /* Prepend the string declaration signature and put it together */
+    sa = sarrayCreate(3);
+    snprintf(buf, sizeof(buf), "static const char *l_strdata_%d =\n", ifunc);
+    sarrayAddString(sa, buf, L_COPY);
+    sarrayAddString(sa, cdata2, L_INSERT);
+    sarrayAddString(sa, ";\n", L_COPY);
+    cdata3 = sarrayToString(sa, 0);
+    sarrayDestroy(&sa);
+    return cdata3;
+}
+
+
+/*!
+ * \brief   l_genCaseString()
+ *
+ * \param[in]    ifunc   index into set of functions in generated file
+ * \param[in]    itype   index into type of function to be used
+ * \return  case string for this decoding function
+ *
+ * 
+ * Notes:
+ *      (1) %ifunc and %itype have been validated, so no error can occur
+ * 

+ */
+static char *
+l_genCaseString(l_int32  ifunc,
+                l_int32  itype)
+{
+char   buf[256];
+char  *code = NULL;
+
+    snprintf(buf, sizeof(buf), "    case %d:\n", ifunc);
+    stringJoinIP(&code, buf);
+    snprintf(buf, sizeof(buf),
+        "        data1 = decodeBase64(l_strdata_%d, strlen(l_strdata_%d), "
+        "&size1);\n", ifunc, ifunc);
+    stringJoinIP(&code, buf);
+    stringJoinIP(&code,
+                 "        data2 = zlibUncompress(data1, size1, &size2);\n");
+    snprintf(buf, sizeof(buf),
+             "        result = (void *)%s(data2, size2);\n",
+             l_assoc[itype].memreader);
+    stringJoinIP(&code, buf);
+    stringJoinIP(&code, "        lept_free(data1);\n");
+    stringJoinIP(&code, "        lept_free(data2);\n");
+    stringJoinIP(&code, "        break;\n");
+    return code;
+}
+
+
+/*!
+ * \brief   l_genDescrString()
+ *
+ * \param[in]    filein   input file of serialized data
+ * \param[in]    ifunc    index into set of functions in generated file
+ * \param[in]    itype    index into type of function to be used
+ * \return  description string for this decoding function
+ */
+static char *
+l_genDescrString(const char  *filein,
+                 l_int32      ifunc,
+                 l_int32      itype)
+{
+char   buf[256];
+char  *tail;
+
+    PROCNAME("l_genDescrString");
+
+    if (!filein)
+        return (char *)ERROR_PTR("filein not defined", procName, NULL);
+
+    splitPathAtDirectory(filein, NULL, &tail);
+    snprintf(buf, sizeof(buf), " *     %-2d       %-10s    %-14s   %s",
+             ifunc, l_assoc[itype].type, l_assoc[itype].reader, tail);
+
+    LEPT_FREE(tail);
+    return stringNew(buf);
+}
diff --git a/3rdparty/hgOCR/leptonica/stringcode.h b/3rdparty/hgOCR/leptonica/stringcode.h
new file mode 100644
index 00000000..4510bdb0
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/stringcode.h
@@ -0,0 +1,61 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_STRINGCODE_H
+#define  LEPTONICA_STRINGCODE_H
+
+/*!
+ * \file stringcode.h
+ *
+ *     Data structure to hold accumulating generated code for storing
+ *     and extracting serializable leptonica objects (e.g., pixa, recog).
+ *
+ *     Also a flag for selecting a string from the L_GenAssoc struct
+ *     in stringcode.
+ */
+
+struct L_StrCode
+{
+    l_int32       fileno;    /*!< index for function and output file names   */
+    l_int32       ifunc;     /*!< index into struct currently being stored   */
+    SARRAY       *function;  /*!< store case code for extraction             */
+    SARRAY       *data;      /*!< store base64 encoded data as strings       */
+    SARRAY       *descr;     /*!< store line in description table            */
+    l_int32       n;         /*!< number of data strings                     */
+};
+typedef struct L_StrCode  L_STRCODE;
+
+
+    /*! Select string in stringcode for a specific serializable data type */
+/*! Stringcode Select */
+enum {
+    L_STR_TYPE = 0,      /*!< typedef for the data type                      */
+    L_STR_NAME = 1,      /*!< name of the data type                          */
+    L_STR_READER = 2,    /*!< reader to get the data type from file          */
+    L_STR_MEMREADER = 3  /*!< reader to get the compressed string in memory  */
+};
+
+#endif  /* LEPTONICA_STRINGCODE_H */
diff --git a/3rdparty/hgOCR/leptonica/strokes.c b/3rdparty/hgOCR/leptonica/strokes.c
new file mode 100644
index 00000000..cf573141
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/strokes.c
@@ -0,0 +1,435 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file strokes.c
+ * 
+ *
+ *      Operations on 1 bpp images to:
+ *      (1) measure stroke parameters, such as length and average width
+ *      (2) change the average stroke width to a given value by eroding
+ *          or dilating the image.
+ *
+ *      These operations are intended to operate on a single text
+ *      character, to regularize the stroke width. It is expected
+ *      that character matching by correlation, as used in the recog
+ *      application, can often be improved by pre-processing both
+ *      template and character images to a fixed stroke width.
+ *
+ *      Stroke parameter measurement
+ *            l_int32      pixFindStrokeLength()
+ *            l_int32      pixFindStrokeWidth()
+ *            NUMA        *pixaFindStrokeWidth()
+ *
+ *      Stroke width regulation
+ *            PIXA        *pixaModifyStrokeWidth()
+ *            PIX         *pixModifyStrokeWidth()
+ *            PIXA        *pixaSetStrokeWidth()
+ *            PIX         *pixSetStrokeWidth()
+ * 

+ */
+
+#include "allheaders.h"
+
+/*-----------------------------------------------------------------*
+ *                   Stroke parameter measurement                  *
+ *-----------------------------------------------------------------*/
+/*!
+ * \brief   pixFindStrokeLength()
+ *
+ * \param[in]    pixs      1 bpp
+ * \param[in]    tab8      [optional] table for counting fg pixels; can be NULL
+ * \param[out]   plength   estimated length of the strokes
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Returns half the number of fg boundary pixels.
+ * 

+ */
+l_ok
+pixFindStrokeLength(PIX      *pixs,
+                    l_int32  *tab8,
+                    l_int32  *plength)
+{
+l_int32   n;
+l_int32  *tab;
+PIX      *pix1;
+
+    PROCNAME("pixFindStrokeLength");
+
+    if (!plength)
+        return ERROR_INT("&length not defined", procName, 1);
+    *plength = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    pix1 = pixExtractBoundary(pixs, 1);
+    tab = (tab8) ? tab8 : makePixelSumTab8();
+    pixCountPixels(pix1, &n, tab);
+    *plength = n / 2;
+    if (!tab8) LEPT_FREE(tab);
+    pixDestroy(&pix1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixFindStrokeWidth()
+ *
+ * \param[in]    pixs       1 bpp
+ * \param[in]    thresh     fractional count threshold relative to distance 1
+ * \param[in]    tab8       [optional] table for counting fg pixels; can be NULL
+ * \param[out]   pwidth     estimated width of the strokes
+ * \param[out]   pnahisto   [optional] histo of pixel distances from bg
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses two methods to estimate the stroke width:
+ *          (a) half the fg boundary length
+ *          (b) a value derived from the histogram of the fg distance transform
+ *      (2) Distance is measured in 8-connected
+ *      (3) %thresh is the minimum fraction N(dist=d)/N(dist=1) of pixels
+ *          required to determine if the pixels at distance d are above
+ *          the noise. It is typically about 0.15.
+ * 

+ */
+l_ok
+pixFindStrokeWidth(PIX        *pixs,
+                   l_float32   thresh,
+                   l_int32    *tab8,
+                   l_float32  *pwidth,
+                   NUMA      **pnahisto)
+{
+l_int32     i, n, count, length, first, last;
+l_int32    *tab;
+l_float32   width1, width2, ratio, extra;
+l_float32  *fa;
+NUMA       *na1, *na2;
+PIX        *pix1;
+
+    PROCNAME("pixFindStrokeWidth");
+
+    if (!pwidth)
+        return ERROR_INT("&width not defined", procName, 1);
+    *pwidth = 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    tab = (tab8) ? tab8 : makePixelSumTab8();
+
+    /* ------- Method 1: via boundary length ------- */
+        /* The computed stroke length is a bit larger than that actual
+         * length, because of the addition of the 'caps' at the
+         * stroke ends.  Therefore the computed width is a bit
+         * smaller than the average width. */
+    pixFindStrokeLength(pixs, tab8, &length);
+    pixCountPixels(pixs, &count, tab8);
+    width1 = (l_float32)count / (l_float32)length;
+
+    /* ------- Method 2: via distance transform ------- */
+        /* First get the histogram of distances */
+    pix1 = pixDistanceFunction(pixs, 8, 8, L_BOUNDARY_BG);
+    na1 = pixGetGrayHistogram(pix1, 1);
+    pixDestroy(&pix1);
+    numaGetNonzeroRange(na1, 0.1, &first, &last);
+    na2 = numaClipToInterval(na1, 0, last);
+    numaWriteStream(stderr, na2);
+
+        /* Find the bucket with the largest distance whose contents
+         * exceed the threshold. */
+    fa = numaGetFArray(na2, L_NOCOPY);
+    n = numaGetCount(na2);
+    for (i = n - 1; i > 0; i--) {
+        ratio = fa[i] / fa[1];
+        if (ratio > thresh) break;
+    }
+        /* Let the last skipped bucket contribute to the stop bucket.
+         * This is the 'extra' term below.  The result may be a slight
+         * over-correction, so the computed width may be a bit larger
+         * than the average width. */
+    extra = (i < n - 1) ? fa[i + 1] / fa[1] : 0;
+    width2 = 2.0 * (i - 1.0 + ratio + extra);
+    fprintf(stderr, "width1 = %5.2f, width2 = %5.2f\n", width1, width2);
+
+        /* Average the two results */
+    *pwidth = (width1 + width2) / 2.0;
+
+    if (!tab8) LEPT_FREE(tab);
+    numaDestroy(&na1);
+    if (pnahisto)
+        *pnahisto = na2;
+    else
+        numaDestroy(&na2);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaFindStrokeWidth()
+ *
+ * \param[in]    pixa     of 1 bpp images
+ * \param[in]    thresh   fractional count threshold relative to distance 1
+ * \param[in]    tab8     [optional] table for counting fg pixels; can be NULL
+ * \param[in]    debug    1 for debug output; 0 to skip
+ * \return  na  array of stroke widths for each pix in %pixa; NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixFindStrokeWidth() for details.
+ * 

+ */
+NUMA *
+pixaFindStrokeWidth(PIXA     *pixa,
+                   l_float32  thresh,
+                   l_int32   *tab8,
+                   l_int32    debug)
+{
+l_int32    i, n, same, maxd;
+l_int32   *tab;
+l_float32  width;
+NUMA      *na;
+PIX       *pix;
+
+    PROCNAME("pixaFindStrokeWidth");
+
+    if (!pixa)
+        return (NUMA *)ERROR_PTR("pixa not defined", procName, NULL);
+    pixaVerifyDepth(pixa, &same, &maxd);
+    if (maxd > 1)
+        return (NUMA *)ERROR_PTR("pix not all 1 bpp", procName, NULL);
+
+    tab = (tab8) ? tab8 : makePixelSumTab8();
+
+    n = pixaGetCount(pixa);
+    na = numaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        pixFindStrokeWidth(pix, thresh, tab8, &width, NULL);
+        numaAddNumber(na, width);
+        pixDestroy(&pix);
+    }
+
+    if (!tab8) LEPT_FREE(tab);
+    return na;
+}
+
+
+/*-----------------------------------------------------------------*
+ *                       Change stroke width                       *
+ *-----------------------------------------------------------------*/
+/*!
+ * \brief   pixaModifyStrokeWidth()
+ *
+ * \param[in]     pixas      of 1 bpp pix
+ * \param[out]    targetw    desired width for strokes in each pix
+ * \return  pixa  with modified stroke widths, or NULL on error
+ */
+PIXA *
+pixaModifyStrokeWidth(PIXA      *pixas,
+                      l_float32  targetw)
+{
+l_int32    i, n, same, maxd;
+l_float32  width;
+NUMA      *na;
+PIX       *pix1, *pix2;
+PIXA      *pixad;
+
+    PROCNAME("pixaModifyStrokeWidth");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (targetw < 1)
+        return (PIXA *)ERROR_PTR("target width < 1", procName, NULL);
+    pixaVerifyDepth(pixas, &same, &maxd);
+    if (maxd > 1)
+        return (PIXA *)ERROR_PTR("pix not all 1 bpp", procName, NULL);
+
+    na = pixaFindStrokeWidth(pixas, 0.1, NULL, 0);
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        numaGetFValue(na, i, &width);
+        pix2 = pixModifyStrokeWidth(pix1, width, targetw);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    numaDestroy(&na);
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixModifyStrokeWidth()
+ *
+ * \param[in]   pixs      of 1 bpp pix
+ * \param[in]   width     measured average stroke width
+ * \param[in]   targetw   desired stroke width
+ * \return  pix  with modified stroke width, or NULL on error
+ */
+PIX *
+pixModifyStrokeWidth(PIX       *pixs,
+                     l_float32  width,
+                     l_float32  targetw)
+{
+char     buf[32];
+l_int32  diff, size;
+
+    PROCNAME("pixModifyStrokeWidth");
+
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (targetw < 1)
+        return (PIX *)ERROR_PTR("target width < 1", procName, NULL);
+
+    diff = lept_roundftoi(targetw - width);
+    if (diff == 0) return pixCopy(NULL, pixs);
+
+    size = L_ABS(diff) + 1;
+    if (diff < 0)  /* erode */
+        snprintf(buf, sizeof(buf), "e%d.%d", size, size);
+    else  /* diff > 0; dilate */
+        snprintf(buf, sizeof(buf), "d%d.%d", size, size);
+    return pixMorphSequence(pixs, buf, 0);
+}
+
+
+/*!
+ * \brief   pixaSetStrokeWidth()
+ *
+ * \param[in]   pixas          of 1 bpp pix
+ * \param[in]   width          set stroke width to this value, in [1 ... 100].
+ * \param[in]   thinfirst      1 to thin all pix to a skeleton first; 0 to skip
+ * \param[in]   connectivity   4 or 8, to be used if %thinfirst == 1
+ * \return  pixa  with all stroke widths being %width, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If %thinfirst == 1, thin to a skeleton using the specified
+ *          %connectivity.  Use %thinfirst == 0 if all pix in pixas
+ *          have already been thinned as far as possible.
+ *      (2) The image is dilated to the required %width.  This dilation
+ *          is not connectivity preserving, so this is typically
+ *          used in a situation where merging of c.c. in the individual
+ *          pix is not a problem; e.g., where each pix is a single c.c.
+ * 

+ */
+PIXA *
+pixaSetStrokeWidth(PIXA    *pixas,
+                   l_int32  width,
+                   l_int32  thinfirst,
+                   l_int32  connectivity)
+{
+l_int32  i, n, maxd, same;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaSetStrokeWidth");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (width < 1 || width > 100)
+        return (PIXA *)ERROR_PTR("width not in [1 ... 100]", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIXA *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+    pixaVerifyDepth(pixas, &same, &maxd);
+    if (maxd > 1)
+        return (PIXA *)ERROR_PTR("pix are not all 1 bpp", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        pix2 = pixSetStrokeWidth(pix1, width, thinfirst, connectivity);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixSetStrokeWidth()
+ *
+ * \param[in]   pixs           1 bpp
+ * \param[in]   width          set stroke width to this value, in [1 ... 100].
+ * \param[in]   thinfirst      1 to thin all pix to a skeleton first; 0 to skip
+ * \param[in]   connectivity   4 or 8, to be used if %thinfirst == 1
+ * \return  pixd  with stroke width set to %width, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes in pixaSetStrokeWidth().
+ *      (2) A white border of sufficient width to avoid boundary
+ *          artifacts in the thickening step is added before thinning.
+ *      (3) %connectivity == 8 usually gives a slightly smoother result.
+ * 

+ */
+PIX *
+pixSetStrokeWidth(PIX     *pixs,
+                  l_int32  width,
+                  l_int32  thinfirst,
+                  l_int32  connectivity)
+{
+char     buf[16];
+l_int32  border;
+PIX     *pix1, *pix2, *pixd;
+
+    PROCNAME("pixSetStrokeWidth");
+
+    if (!pixs || (pixGetDepth(pixs) != 1))
+        return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
+    if (width < 1 || width > 100)
+        return (PIX *)ERROR_PTR("width not in [1 ... 100]", procName, NULL);
+    if (connectivity != 4 && connectivity != 8)
+        return (PIX *)ERROR_PTR("connectivity not 4 or 8", procName, NULL);
+
+    if (!thinfirst && width == 1)  /* nothing to do */
+        return pixCopy(NULL, pixs);
+
+        /* Add a white border */
+    border = width / 2;
+    pix1 = pixAddBorder(pixs, border, 0);
+
+        /* Thin to a skeleton */
+    if (thinfirst)
+        pix2 = pixThinConnected(pix1, L_THIN_FG, connectivity, 0);
+    else
+        pix2 = pixClone(pix1);
+    pixDestroy(&pix1);
+
+        /* Dilate */
+    snprintf(buf, sizeof(buf), "D%d.%d", width, width);
+    pixd = pixMorphSequence(pix2, buf, 0);
+    pixCopyText(pixd, pixs);
+    pixDestroy(&pix2);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/sudoku.c b/3rdparty/hgOCR/leptonica/sudoku.c
new file mode 100644
index 00000000..9bc12008
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/sudoku.c
@@ -0,0 +1,881 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file sudoku.c
+ * 
+ *
+ *      Solve a sudoku by brute force search
+ *
+ *      Read input data from file or string
+ *          l_int32         *sudokuReadFile()
+ *          l_int32         *sudokuReadString()
+ *
+ *      Create/destroy
+ *          L_SUDOKU        *sudokuCreate()
+ *          void             sudokuDestroy()
+ *
+ *      Solve the puzzle
+ *          l_int32          sudokuSolve()
+ *          static l_int32   sudokuValidState()
+ *          static l_int32   sudokuNewGuess()
+ *          static l_int32   sudokuTestState()
+ *
+ *      Test for uniqueness
+ *          l_int32          sudokuTestUniqueness()
+ *          static l_int32   sudokuCompareState()
+ *          static l_int32  *sudokuRotateArray()
+ *
+ *      Generation
+ *          L_SUDOKU        *sudokuGenerate()
+ *
+ *      Output
+ *          l_int32          sudokuOutput()
+ *
+ *  Solving sudokus is a somewhat addictive pastime.  The rules are
+ *  simple but it takes just enough concentration to make it rewarding
+ *  when you find a number.  And you get 50 to 60 such rewards each time
+ *  you complete one.  The downside is that you could have been doing
+ *  something more creative, like keying out a new plant, staining
+ *  the deck, or even writing a computer program to discourage your
+ *  wife from doing sudokus.
+ *
+ *  My original plan for the sudoku solver was somewhat grandiose.
+ *  The program would model the way a person solves the problem.
+ *  It would examine each empty position and determine how many possible
+ *  numbers could fit.  The empty positions would be entered in a priority
+ *  queue keyed on the number of possible numbers that could fit.
+ *  If there existed a position where only a single number would work,
+ *  it would greedily take it.  Otherwise it would consider a
+ *  positions that could accept two and make a guess, with backtracking
+ *  if an impossible state were reached.  And so on.
+ *
+ *  Then one of my colleagues announced she had solved the problem
+ *  by brute force and it was fast.  At that point the original plan was
+ *  dead in the water, because the two top requirements for a leptonica
+ *  algorithm are (1) as simple as possible and (2) fast.  The brute
+ *  force approach starts at the UL corner, and in succession at each
+ *  blank position it finds the first valid number (testing in
+ *  sequence from 1 to 9).  When no number will fit a blank position
+ *  it backtracks, choosing the next valid number in the previous
+ *  blank position.
+ *
+ *  This is an inefficient method for pruning the space of solutions
+ *  (imagine backtracking from the LR corner back to the UL corner
+ *  and starting over with a new guess), but it nevertheless gets
+ *  the job done quickly.  I have made no effort to optimize
+ *  it, because it is fast: a 5-star (highest difficulty) sudoku might
+ *  require a million guesses and take 0.05 sec.  (This BF implementation
+ *  does about 20M guesses/sec at 3 GHz.)
+ *
+ *  Proving uniqueness of a sudoku solution is tricker than finding
+ *  a solution (or showing that no solution exists).  A good indication
+ *  that a solution is unique is if we get the same result solving
+ *  by brute force when the puzzle is also rotated by 90, 180 and 270
+ *  degrees.  If there are multiple solutions, it seems unlikely
+ *  that you would get the same solution four times in a row, using a
+ *  brute force method that increments guesses and scans LR/TB.
+ *  The function sudokuTestUniqueness() does this.
+ *
+ *  And given a function that can determine uniqueness, it is
+ *  easy to generate valid sudokus.  We provide sudokuGenerate(),
+ *  which starts with some valid initial solution, and randomly
+ *  removes numbers, stopping either when a minimum number of non-zero
+ *  elements are left, or when it becomes difficult to remove another
+ *  element without destroying the uniqueness of the solution.
+ *
+ *  For further reading, see the Wikipedia articles:
+ *     (1) http://en.wikipedia.org/wiki/Algorithmics_of_sudoku
+ *     (2) http://en.wikipedia.org/wiki/Sudoku
+ *
+ *  How many 9x9 sudokus are there?  Here are the numbers.
+ *   ~ From ref(1), there are about 6 x 10^27 "latin squares", where
+ *     each row and column has all 9 digits.
+ *   ~ There are 7.2 x 10^21 actual solutions, having the added
+ *     constraint in each of the 9 3x3 squares.  (The constraint
+ *     reduced the number by the fraction 1.2 x 10^(-6).)
+ *   ~ There are a mere 5.5 billion essentially different solutions (EDS),
+ *     when symmetries (rotation, reflection, permutation and relabelling)
+ *     are removed.
+ *   ~ Thus there are 1.3 x 10^12 solutions that can be derived by
+ *     symmetry from each EDS.  Can we account for these?
+ *   ~ Sort-of.  From an EDS, you can derive (3!)^8 = 1.7 million solutions
+ *     by simply permuting rows and columns.  (Do you see why it is
+ *     not (3!)^6 ?)
+ *   ~ Also from an EDS, you can derive 9! solutions by relabelling,
+ *     and 4 solutions by rotation, for a total of 1.45 million solutions
+ *     by relabelling and rotation.  Then taking the product, by symmetry
+ *     we can derive 1.7M x 1.45M = 2.45 trillion solutions from each EDS.
+ *     (Something is off by about a factor of 2 -- close enough.)
+ *
+ *  Another interesting fact is that there are apparently 48K EDS sudokus
+ *  (with unique solutions) that have only 17 givens.  No sudokus are known
+ *  with less than 17, but there exists no proof that this is the minimum.
+ * 

+ */
+
+#include "allheaders.h"
+
+
+static l_int32 sudokuValidState(l_int32  *state);
+static l_int32 sudokuNewGuess(L_SUDOKU  *sud);
+static l_int32 sudokuTestState(l_int32  *state, l_int32  index);
+static l_int32 sudokuCompareState(L_SUDOKU  *sud1, L_SUDOKU  *sud2,
+                                  l_int32  quads, l_int32  *psame);
+static l_int32 *sudokuRotateArray(l_int32  *array, l_int32  quads);
+
+/* --------------------------------------------------------------- */
+/*               An example of a valid solution                    */
+/* --------------------------------------------------------------- *
+static const char valid_solution[] = "3 8 7 2 6 4 1 9 5 "
+                                     "2 6 5 8 9 1 4 3 7 "
+                                     "1 4 9 5 3 7 6 8 2 "
+                                     "5 2 3 7 1 6 8 4 9 "
+                                     "7 1 6 9 4 8 2 5 3 "
+                                     "8 9 4 3 5 2 7 1 6 "
+                                     "9 7 2 1 8 5 3 6 4 "
+                                     "4 3 1 6 7 9 5 2 8 "
+                                     "6 5 8 4 2 3 9 7 1 ";
+*/
+
+
+/*---------------------------------------------------------------------*
+ *               Read input data from file or string                   *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   sudokuReadFile()
+ *
+ * \param[in]    filename     formatted sudoku file
+ * \return  array of 81 numbers, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The file format has:
+ *          * any number of comment lines beginning with '#'
+ *          * a set of 9 lines, each having 9 digits (0-9) separated
+ *            by a space
+ * 

+ */
+l_int32 *
+sudokuReadFile(const char  *filename)
+{
+char     *str, *strj;
+l_uint8  *data;
+l_int32   i, j, nlines, val, index, error;
+l_int32  *array;
+size_t    size;
+SARRAY   *saline, *sa1, *sa2;
+
+    PROCNAME("sudokuReadFile");
+
+    if (!filename)
+        return (l_int32 *)ERROR_PTR("filename not defined", procName, NULL);
+    data = l_binaryRead(filename, &size);
+    sa1 = sarrayCreateLinesFromString((char *)data, 0);
+    sa2 = sarrayCreate(9);
+
+        /* Filter out the comment lines; verify that there are 9 data lines */
+    nlines = sarrayGetCount(sa1);
+    for (i = 0; i < nlines; i++) {
+        str = sarrayGetString(sa1, i, L_NOCOPY);
+        if (str[0] != '#')
+            sarrayAddString(sa2, str, L_COPY);
+    }
+    LEPT_FREE(data);
+    sarrayDestroy(&sa1);
+    nlines = sarrayGetCount(sa2);
+    if (nlines != 9) {
+        sarrayDestroy(&sa2);
+        L_ERROR("file has %d lines\n", procName, nlines);
+        return (l_int32 *)ERROR_PTR("invalid file", procName, NULL);
+    }
+
+        /* Read the data into the array, verifying that each data
+         * line has 9 numbers. */
+    error = FALSE;
+    array = (l_int32 *)LEPT_CALLOC(81, sizeof(l_int32));
+    for (i = 0, index = 0; i < 9; i++) {
+        str = sarrayGetString(sa2, i, L_NOCOPY);
+        saline = sarrayCreateWordsFromString(str);
+        if (sarrayGetCount(saline) != 9) {
+            error = TRUE;
+            sarrayDestroy(&saline);
+            break;
+        }
+        for (j = 0; j < 9; j++) {
+            strj = sarrayGetString(saline, j, L_NOCOPY);
+            if (sscanf(strj, "%d", &val) != 1)
+                error = TRUE;
+            else
+                array[index++] = val;
+        }
+        sarrayDestroy(&saline);
+        if (error) break;
+    }
+    sarrayDestroy(&sa2);
+
+    if (error) {
+        LEPT_FREE(array);
+        return (l_int32 *)ERROR_PTR("invalid data", procName, NULL);
+    }
+
+    return array;
+}
+
+
+/*!
+ * \brief   sudokuReadString()
+ *
+ * \param[in]    str     formatted input data
+ * \return  array of 81 numbers, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The string is formatted as 81 single digits, each separated
+ *          by 81 spaces.
+ * 

+ */
+l_int32 *
+sudokuReadString(const char  *str)
+{
+l_int32   i;
+l_int32  *array;
+
+    PROCNAME("sudokuReadString");
+
+    if (!str)
+        return (l_int32 *)ERROR_PTR("str not defined", procName, NULL);
+
+        /* Read in the initial solution */
+    array = (l_int32 *)LEPT_CALLOC(81, sizeof(l_int32));
+    for (i = 0; i < 81; i++) {
+        if (sscanf(str + 2 * i, "%d ", &array[i]) != 1) {
+            LEPT_FREE(array);
+            return (l_int32 *)ERROR_PTR("invalid format", procName, NULL);
+        }
+    }
+
+    return array;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Create/destroy sudoku                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   sudokuCreate()
+ *
+ * \param[in]    array   81 numbers, 9 rows of 9 numbers each
+ * \return  l_sudoku, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The input array has 0 for the unknown values, and 1-9
+ *          for the known initial values.  It is generated from
+ *          a file using sudokuReadInput(), which checks that the file
+ *          data has 81 numbers in 9 rows.
+ * 

+ */
+L_SUDOKU *
+sudokuCreate(l_int32  *array)
+{
+l_int32    i, val, locs_index;
+L_SUDOKU  *sud;
+
+    PROCNAME("sudokuCreate");
+
+    if (!array)
+        return (L_SUDOKU *)ERROR_PTR("array not defined", procName, NULL);
+
+    locs_index = 0;  /* into locs array */
+    sud = (L_SUDOKU *)LEPT_CALLOC(1, sizeof(L_SUDOKU));
+    sud->locs = (l_int32 *)LEPT_CALLOC(81, sizeof(l_int32));
+    sud->init = (l_int32 *)LEPT_CALLOC(81, sizeof(l_int32));
+    sud->state = (l_int32 *)LEPT_CALLOC(81, sizeof(l_int32));
+    for (i = 0; i < 81; i++) {
+        val = array[i];
+        sud->init[i] = val;
+        sud->state[i] = val;
+        if (val == 0)
+            sud->locs[locs_index++] = i;
+    }
+    sud->num = locs_index;
+    sud->failure = FALSE;
+    sud->finished = FALSE;
+    return sud;
+}
+
+
+/*!
+ * \brief   sudokuDestroy()
+ *
+ * \param[in,out]   psud    will be set to null before returning
+ * \return  void
+ */
+void
+sudokuDestroy(L_SUDOKU  **psud)
+{
+L_SUDOKU  *sud;
+
+    PROCNAME("sudokuDestroy");
+
+    if (psud == NULL) {
+        L_WARNING("ptr address is NULL\n", procName);
+        return;
+    }
+    if ((sud = *psud) == NULL)
+        return;
+
+    LEPT_FREE(sud->locs);
+    LEPT_FREE(sud->init);
+    LEPT_FREE(sud->state);
+    LEPT_FREE(sud);
+
+    *psud = NULL;
+    return;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                           Solve the puzzle                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   sudokuSolve()
+ *
+ * \param[in]    sud     l_sudoku starting in initial state
+ * \return  1 on success, 0 on failure to solve note reversal of
+ *              typical unix returns
+ */
+l_int32
+sudokuSolve(L_SUDOKU  *sud)
+{
+    PROCNAME("sudokuSolve");
+
+    if (!sud)
+        return ERROR_INT("sud not defined", procName, 0);
+
+    if (!sudokuValidState(sud->init))
+        return ERROR_INT("initial state not valid", procName, 0);
+
+    while (1) {
+        if (sudokuNewGuess(sud))
+            break;
+        if (sud->finished == TRUE)
+            break;
+    }
+
+    if (sud->failure == TRUE) {
+        fprintf(stderr, "Failure after %d guesses\n", sud->nguess);
+        return 0;
+    }
+
+    fprintf(stderr, "Solved after %d guesses\n", sud->nguess);
+    return 1;
+}
+
+
+/*!
+ * \brief   sudokuValidState()
+ *
+ * \param[in]    state    array of size 81
+ * \return  1 if valid, 0 if invalid
+ *
+ * 
+ * Notes:
+ *      (1) This can be used on either the initial state (init)
+ *          or on the current state (state) of the l_soduku.
+ *          All values of 0 are ignored.
+ * 

+ */
+static l_int32
+sudokuValidState(l_int32  *state)
+{
+l_int32  i;
+
+    PROCNAME("sudokuValidState");
+
+    if (!state)
+        return ERROR_INT("state not defined", procName, 0);
+
+    for (i = 0; i < 81; i++) {
+        if (!sudokuTestState(state, i))
+            return 0;
+    }
+
+    return 1;
+}
+
+
+/*!
+ * \brief   sudokuNewGuess()
+ *
+ * \param[in]    sud    l_sudoku
+ * \return  0 if OK; 1 if no solution is possible
+ *
+ * 
+ * Notes:
+ *      (1) This attempts to increment the number in the current
+ *          location.  If it can't, it backtracks (sets the number
+ *          in the current location to zero and decrements the
+ *          current location).  If it can, it tests that number,
+ *          and if the number is valid, moves forward to the next
+ *          empty location (increments the current location).
+ *      (2) If there is no solution, backtracking will eventually
+ *          exhaust possibilities for the first location.
+ * 

+ */
+static l_int32
+sudokuNewGuess(L_SUDOKU  *sud)
+{
+l_int32   index, val, valid;
+l_int32  *locs, *state;
+
+    locs = sud->locs;
+    state = sud->state;
+    index = locs[sud->current];  /* 0 to 80 */
+    val = state[index];
+    if (val == 9) {  /* backtrack or give up */
+        if (sud->current == 0) {
+            sud->failure = TRUE;
+            return 1;
+        }
+        state[index] = 0;
+        sud->current--;
+    } else {  /* increment current value and test */
+        sud->nguess++;
+        state[index]++;
+        valid = sudokuTestState(state, index);
+        if (valid) {
+            if (sud->current == sud->num - 1) {  /* we're done */
+                sud->finished = TRUE;
+                return 0;
+            } else {  /* advance to next position */
+                sud->current++;
+            }
+        }
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   sudokuTestState()
+ *
+ * \param[in]    state    current state: array of 81 values
+ * \param[in]    index    into state element that we are testing
+ * \return  1 if valid; 0 if invalid no error checking
+ */
+static l_int32
+sudokuTestState(l_int32  *state,
+                l_int32   index)
+{
+l_int32  i, j, val, row, rowstart, rowend, col;
+l_int32  blockrow, blockcol, blockstart, rowindex, locindex;
+
+    if ((val = state[index]) == 0)  /* automatically valid */
+        return 1;
+
+        /* Test row.  Test val is at (x, y) = (index % 9, index / 9)  */
+    row = index / 9;
+    rowstart = 9 * row;
+    for (i = rowstart; i < index; i++) {
+        if (state[i] == val)
+            return 0;
+    }
+    rowend = rowstart + 9;
+    for (i = index + 1; i < rowend; i++) {
+        if (state[i] == val)
+            return 0;
+    }
+
+        /* Test column */
+    col = index % 9;
+    for (j = col; j < index; j += 9) {
+        if (state[j] == val)
+            return 0;
+    }
+    for (j = index + 9; j < 81; j += 9) {
+        if (state[j] == val)
+            return 0;
+    }
+
+        /* Test local 3x3 block */
+    blockrow = 3 * (row / 3);
+    blockcol = 3 * (col / 3);
+    blockstart = 9 * blockrow + blockcol;
+    for (i = 0; i < 3; i++) {
+        rowindex = blockstart + 9 * i;
+        for (j = 0; j < 3; j++) {
+            locindex = rowindex + j;
+            if (index == locindex) continue;
+            if (state[locindex] == val)
+                return 0;
+        }
+    }
+
+    return 1;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Test for uniqueness                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   sudokuTestUniqueness()
+ *
+ * \param[in]    array     of 81 numbers, 9 lines of 9 numbers each
+ * \param[out]   punique   1 if unique, 0 if not
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This applies the brute force method to all four 90 degree
+ *          rotations.  If there is more than one solution, it is highly
+ *          unlikely that all four results will be the same;
+ *          consequently, if they are the same, the solution is
+ *          most likely to be unique.
+ * 

+ */
+l_ok
+sudokuTestUniqueness(l_int32  *array,
+                     l_int32  *punique)
+{
+l_int32    same1, same2, same3;
+l_int32   *array1, *array2, *array3;
+L_SUDOKU  *sud, *sud1, *sud2, *sud3;
+
+    PROCNAME("sudokuTestUniqueness");
+
+    if (!punique)
+        return ERROR_INT("&unique not defined", procName, 1);
+    *punique = 0;
+    if (!array)
+        return ERROR_INT("array not defined", procName, 1);
+
+    sud = sudokuCreate(array);
+    sudokuSolve(sud);
+    array1 = sudokuRotateArray(array, 1);
+    sud1 = sudokuCreate(array1);
+    sudokuSolve(sud1);
+    array2 = sudokuRotateArray(array, 2);
+    sud2 = sudokuCreate(array2);
+    sudokuSolve(sud2);
+    array3 = sudokuRotateArray(array, 3);
+    sud3 = sudokuCreate(array3);
+    sudokuSolve(sud3);
+
+    sudokuCompareState(sud, sud1, 1, &same1);
+    sudokuCompareState(sud, sud2, 2, &same2);
+    sudokuCompareState(sud, sud3, 3, &same3);
+    *punique = (same1 && same2 && same3);
+
+    sudokuDestroy(&sud);
+    sudokuDestroy(&sud1);
+    sudokuDestroy(&sud2);
+    sudokuDestroy(&sud3);
+    LEPT_FREE(array1);
+    LEPT_FREE(array2);
+    LEPT_FREE(array3);
+    return 0;
+}
+
+
+/*!
+ * \brief   sudokuCompareState()
+ *
+ * \param[in]    sud1, sud2  two l_Sudoku states (solutions)
+ * \param[in]    quads       rotation of sud2 input with respect to sud1,
+ *                           in units of 90 degrees cw
+ * \param[out]   psame       1 if all 4 results are identical; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The input to sud2 has been rotated by %quads relative to the
+ *          input to sud1.  Therefore, we must rotate the solution to
+ *          sud1 by the same amount before comparing it to the
+ *          solution to sud2.
+ * 

+ */
+static l_int32
+sudokuCompareState(L_SUDOKU  *sud1,
+                   L_SUDOKU  *sud2,
+                   l_int32    quads,
+                   l_int32   *psame)
+{
+l_int32   i, same;
+l_int32  *array;
+
+    PROCNAME("sudokuCompareState");
+
+    if (!psame)
+        return ERROR_INT("&same not defined", procName, 1);
+    *psame = 0;
+    if (!sud1)
+        return ERROR_INT("sud1 not defined", procName, 1);
+    if (!sud2)
+        return ERROR_INT("sud1 not defined", procName, 1);
+    if (quads < 1 || quads > 3)
+        return ERROR_INT("valid quads in {1,2,3}", procName, 1);
+
+    same = TRUE;
+    if ((array = sudokuRotateArray(sud1->state, quads)) == NULL)
+        return ERROR_INT("array not made", procName, 1);
+    for (i = 0; i < 81; i++) {
+        if (array[i] != sud2->state[i]) {
+            same = FALSE;
+            break;
+        }
+    }
+    *psame = same;
+    LEPT_FREE(array);
+    return 0;
+}
+
+
+/*!
+ * \brief   sudokuRotateArray()
+ *
+ * \param[in]    array     81 numbers; 9 lines of 9 numbers each
+ * \param[in]    quads     1-3; number of 90 degree cw rotations
+ * \return  rarray rotated array, or NULL on error
+ */
+static l_int32 *
+sudokuRotateArray(l_int32  *array,
+                  l_int32   quads)
+{
+l_int32   i, j, sindex, dindex;
+l_int32  *rarray;
+
+    PROCNAME("sudokuRotateArray");
+
+    if (!array)
+        return (l_int32 *)ERROR_PTR("array not defined", procName, NULL);
+    if (quads < 1 || quads > 3)
+        return (l_int32 *)ERROR_PTR("valid quads in {1,2,3}", procName, NULL);
+
+    rarray = (l_int32 *)LEPT_CALLOC(81, sizeof(l_int32));
+    if (quads == 1) {
+        for (j = 0, dindex = 0; j < 9; j++) {
+             for (i = 8; i >= 0; i--) {
+                 sindex = 9 * i + j;
+                 rarray[dindex++] = array[sindex];
+             }
+        }
+    } else if (quads == 2) {
+        for (i = 8, dindex = 0; i >= 0; i--) {
+             for (j = 8; j >= 0; j--) {
+                 sindex = 9 * i + j;
+                 rarray[dindex++] = array[sindex];
+             }
+        }
+    } else {  /* quads == 3 */
+        for (j = 8, dindex = 0; j >= 0; j--) {
+             for (i = 0; i < 9; i++) {
+                 sindex = 9 * i + j;
+                 rarray[dindex++] = array[sindex];
+             }
+        }
+    }
+
+    return rarray;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                              Generation                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   sudokuGenerate()
+ *
+ * \param[in]    array      81 numbers, 9 rows of 9 numbers each
+ * \param[in]    seed       random number
+ * \param[in]    minelems   min non-zero elements allowed; <= 80
+ * \param[in]    maxtries   max tries to remove a number and get a valid sudoku
+ * \return  l_sudoku, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a brute force generator.  It starts with a completed
+ *          sudoku solution and, by removing elements (setting them to 0),
+ *          generates a valid (unique) sudoku initial condition.
+ *      (2) The process stops when either %minelems, the minimum
+ *          number of non-zero elements, is reached, or when the
+ *          number of attempts to remove the next element exceeds %maxtries.
+ *      (3) No sudoku is known with less than 17 nonzero elements.
+ * 

+ */
+L_SUDOKU *
+sudokuGenerate(l_int32  *array,
+               l_int32   seed,
+               l_int32   minelems,
+               l_int32   maxtries)
+{
+l_int32    index, sector, nzeros, removefirst, tries, val, oldval, unique;
+L_SUDOKU  *sud, *testsud;
+
+    PROCNAME("sudokuGenerate");
+
+    if (!array)
+        return (L_SUDOKU *)ERROR_PTR("array not defined", procName, NULL);
+    if (minelems > 80)
+        return (L_SUDOKU *)ERROR_PTR("minelems must be < 81", procName, NULL);
+
+        /* Remove up to 30 numbers at random from the solution.
+         * Test if the solution is valid -- the initial 'solution' may
+         * have been invalid.  Then test if the sudoku with 30 zeroes
+         * is unique -- it almost always will be. */
+    srand(seed);
+    nzeros = 0;
+    sector = 0;
+    removefirst = L_MIN(30, 81 - minelems);
+    while (nzeros < removefirst) {
+        genRandomIntegerInRange(9, 0, &val);
+        index = 27 * (sector / 3) + 3 * (sector % 3) +
+                9 * (val / 3) + (val % 3);
+        if (array[index] == 0) continue;
+        array[index] = 0;
+        nzeros++;
+        sector++;
+        sector %= 9;
+    }
+    testsud = sudokuCreate(array);
+    sudokuSolve(testsud);
+    if (testsud->failure) {
+        sudokuDestroy(&testsud);
+        L_ERROR("invalid initial solution\n", procName);
+        return NULL;
+    }
+    sudokuTestUniqueness(testsud->init, &unique);
+    sudokuDestroy(&testsud);
+    if (!unique) {
+        L_ERROR("non-unique result with 30 zeroes\n", procName);
+        return NULL;
+    }
+
+        /* Remove more numbers, testing at each removal for uniqueness. */
+    tries = 0;
+    sector = 0;
+    while (1) {
+        if (tries > maxtries) break;
+        if (81 - nzeros <= minelems) break;
+
+        if (tries == 0) {
+            fprintf(stderr, "Trying %d zeros\n", nzeros);
+            tries = 1;
+        }
+
+            /* Choose an element to be zeroed.  We choose one
+             * at random in succession from each of the nine sectors. */
+        genRandomIntegerInRange(9, 0, &val);
+        index = 27 * (sector / 3) + 3 * (sector % 3) +
+                9 * (val / 3) + (val % 3);
+        sector++;
+        sector %= 9;
+        if (array[index] == 0) continue;
+
+            /* Save the old value in case we need to revert */
+        oldval = array[index];
+
+            /* Is there a solution?  If not, try again. */
+        array[index] = 0;
+        testsud = sudokuCreate(array);
+        sudokuSolve(testsud);
+        if (testsud->failure == TRUE) {
+            sudokuDestroy(&testsud);
+            array[index] = oldval;  /* revert */
+            tries++;
+            continue;
+        }
+
+            /* Is the solution unique?  If not, try again. */
+        sudokuTestUniqueness(testsud->init, &unique);
+        sudokuDestroy(&testsud);
+        if (!unique) {  /* revert and try again */
+            array[index] = oldval;
+            tries++;
+        } else {  /* accept this */
+            tries = 0;
+            fprintf(stderr, "Have %d zeros\n", nzeros);
+            nzeros++;
+        }
+    }
+    fprintf(stderr, "Final: nelems = %d\n", 81 - nzeros);
+
+        /* Show that we can recover the solution */
+    sud = sudokuCreate(array);
+    sudokuOutput(sud, L_SUDOKU_INIT);
+    sudokuSolve(sud);
+    sudokuOutput(sud, L_SUDOKU_STATE);
+
+    return sud;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                               Output                                *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   sudokuOutput()
+ *
+ * \param[in]    sud          l_sudoku at any stage
+ * \param[in]    arraytype    L_SUDOKU_INIT, L_SUDOKU_STATE
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Prints either the initial array or the current state
+ *          of the solution.
+ * 

+ */
+l_int32
+sudokuOutput(L_SUDOKU  *sud,
+             l_int32    arraytype)
+{
+l_int32   i, j;
+l_int32  *array;
+
+    PROCNAME("sudokuOutput");
+
+    if (!sud)
+        return ERROR_INT("sud not defined", procName, 1);
+    if (arraytype == L_SUDOKU_INIT)
+        array = sud->init;
+    else if (arraytype == L_SUDOKU_STATE)
+        array = sud->state;
+    else
+        return ERROR_INT("invalid arraytype", procName, 1);
+
+    for (i = 0; i < 9; i++) {
+        for (j = 0; j < 9; j++)
+            fprintf(stderr, "%d ", array[9 * i + j]);
+        fprintf(stderr, "\n");
+    }
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/sudoku.h b/3rdparty/hgOCR/leptonica/sudoku.h
new file mode 100644
index 00000000..5abb7cbc
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/sudoku.h
@@ -0,0 +1,77 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef SUDOKU_H_INCLUDED
+#define SUDOKU_H_INCLUDED
+
+/*!
+ * \file sudoku.h
+ *
+ * 
+ *    The L_Sudoku holds all the information of the current state.
+ *
+ *    The input to sudokuCreate() is a file with any number of lines
+ *    starting with '#', followed by 9 lines consisting of 9 numbers
+ *    in each line.  These have the known values and use 0 for the unknowns.
+ *    Blank lines are ignored.
+ *
+ *    The %locs array holds the indices of the unknowns, numbered
+ *    left-to-right and top-to-bottom from 0 to 80.  The array size
+ *    is initialized to %num.  %current is the index into the %locs
+ *    array of the current guess: locs[current].
+ *
+ *    The %state array is used to determine the validity of each guess.
+ *    It is of size 81, and is initialized by setting the unknowns to 0
+ *    and the knowns to their input values.
+ * 

+ */
+
+struct L_Sudoku
+{
+    l_int32        num;       /*!< number of unknowns                     */
+    l_int32       *locs;      /*!< location of unknowns                   */
+    l_int32        current;   /*!< index into %locs of current location   */
+    l_int32       *init;      /*!< initial state, with 0 representing     */
+                              /*!< the unknowns                           */
+    l_int32       *state;     /*!< present state, including inits and     */
+                              /*!< guesses of unknowns up to %current     */
+    l_int32        nguess;    /*!< shows current number of guesses        */
+    l_int32        finished;  /*!< set to 1 when solved                   */
+    l_int32        failure;   /*!< set to 1 if no solution is possible    */
+};
+typedef struct L_Sudoku  L_SUDOKU;
+
+
+    /*! For printing out array data */
+/*! Sudoku Output */
+enum {
+    L_SUDOKU_INIT = 0,
+    L_SUDOKU_STATE = 1
+};
+
+#endif /* SUDOKU_H_INCLUDED */
+
+
diff --git a/3rdparty/hgOCR/leptonica/textops.c b/3rdparty/hgOCR/leptonica/textops.c
new file mode 100644
index 00000000..06b0a19f
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/textops.c
@@ -0,0 +1,1125 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file textops.c
+ * 
+ *
+ *    Font layout
+ *       PIX             *pixAddSingleTextblock()
+ *       PIX             *pixAddTextlines()
+ *       l_int32          pixSetTextblock()
+ *       l_int32          pixSetTextline()
+ *       PIXA            *pixaAddTextNumber()
+ *       PIXA            *pixaAddTextlines()
+ *       l_int32          pixaAddPixWithText()
+ *
+ *    Text size estimation and partitioning
+ *       SARRAY          *bmfGetLineStrings()
+ *       NUMA            *bmfGetWordWidths()
+ *       l_int32          bmfGetStringWidth()
+ *
+ *    Text splitting
+ *       SARRAY          *splitStringToParagraphs()
+ *       static l_int32   stringAllWhitespace()
+ *       static l_int32   stringLeadingWhitespace()
+ *
+ *    This is a simple utility to put text on images.  One font and style
+ *    is provided, with a variety of pt sizes.  For example, to put a
+ *    line of green 10 pt text on an image, with the beginning baseline
+ *    at (50, 50):
+ *        L_Bmf  *bmf = bmfCreate(NULL, 10);
+ *        const char *textstr = "This is a funny cat";
+ *        pixSetTextline(pixs, bmf, textstr, 0x00ff0000, 50, 50, NULL, NULL);
+ *
+ *    The simplest interfaces for adding text to an image are
+ *    pixAddTextlines() and pixAddSingleTextblock().
+ *    For example, to add the same text in red, centered, below the image:
+ *        Pix *pixd = pixAddTextlines(pixs, bmf, textstr, 0xff000000,
+ *                                    L_ADD_BELOW);  // red text
+ *
+ *    To add text to all pix in a pixa, generating a new pixa, use
+ *    either an sarray to hold the strings for each pix, or use the
+ *    strings in the text field of each pix; e.g.,
+ *        Pixa *pixa2 = pixaAddTextlines(pixa1, bmf, sa, 0x0000ff00,
+ *                                    L_ADD_LEFT);  // blue text
+ *        Pixa *pixa2 = pixaAddTextlines(pixa1, bmf, NULL, 0x00ff0000,
+ *                                    L_ADD_RIGHT);  // green text
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static l_int32 stringAllWhitespace(char *textstr, l_int32 *pval);
+static l_int32 stringLeadingWhitespace(char *textstr, l_int32 *pval);
+
+
+/*---------------------------------------------------------------------*
+ *                                 Font layout                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixAddSingleTextblock()
+ *
+ * \param[in]    pixs        input pix; colormap ok
+ * \param[in]    bmf         bitmap font data
+ * \param[in]    textstr     [optional] text string to be added
+ * \param[in]    val         color to set the text
+ * \param[in]    location    L_ADD_ABOVE, L_ADD_AT_TOP,
+ *                           L_ADD_AT_BOT, L_ADD_BELOW
+ * \param[out]   poverflow   [optional] 1 if text overflows allocated
+ *                           region and is clipped; 0 otherwise
+ * \return  pixd   new pix with rendered text, or either a copy,
+ *                 or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function paints a set of lines of text over an image.
+ *          If %location is L_ADD_ABOVE or L_ADD_BELOW, the pix size
+ *          is expanded with a border and rendered over the border.
+ *      (2) %val is the pixel value to be painted through the font mask.
+ *          It should be chosen to agree with the depth of pixs.
+ *          If it is out of bounds, an intermediate value is chosen.
+ *          For RGB, use hex notation: 0xRRGGBB00, where RR is the
+ *          hex representation of the red intensity, etc.
+ *      (3) If textstr == NULL, use the text field in the pix.
+ *      (4) If there is a colormap, this does the best it can to use
+ *          the requested color, or something similar to it.
+ *      (5) Typical usage is for labelling a pix with some text data.
+ * 

+ */
+PIX *
+pixAddSingleTextblock(PIX         *pixs,
+                      L_BMF       *bmf,
+                      const char  *textstr,
+                      l_uint32     val,
+                      l_int32      location,
+                      l_int32     *poverflow)
+{
+char     *linestr;
+l_int32   w, h, d, i, y, xstart, ystart, extra, spacer, rval, gval, bval;
+l_int32   nlines, htext, ovf, overflow, offset, index;
+l_uint32  textcolor;
+PIX      *pixd;
+PIXCMAP  *cmap, *cmapd;
+SARRAY   *salines;
+
+    PROCNAME("pixAddSingleTextblock");
+
+    if (poverflow) *poverflow = 0;
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (location != L_ADD_ABOVE && location != L_ADD_AT_TOP &&
+        location != L_ADD_AT_BOT && location != L_ADD_BELOW)
+        return (PIX *)ERROR_PTR("invalid location", procName, NULL);
+    if (!bmf) {
+        L_ERROR("no bitmap fonts; returning a copy\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+    if (!textstr)
+        textstr = pixGetText(pixs);
+    if (!textstr) {
+        L_WARNING("no textstring defined; returning a copy\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+
+        /* Make sure the "color" value for the text will work
+         * for the pix.  If the pix is not colormapped and the
+         * value is out of range, set it to mid-range. */
+    pixGetDimensions(pixs, &w, &h, &d);
+    cmap = pixGetColormap(pixs);
+    if (d == 1 && val > 1)
+        val = 1;
+    else if (d == 2 && val > 3 && !cmap)
+        val = 2;
+    else if (d == 4 && val > 15 && !cmap)
+        val = 8;
+    else if (d == 8 && val > 0xff && !cmap)
+        val = 128;
+    else if (d == 16 && val > 0xffff)
+        val = 0x8000;
+    else if (d == 32 && val < 256)
+        val = 0x80808000;
+
+    xstart = (l_int32)(0.1 * w);
+    salines = bmfGetLineStrings(bmf, textstr, w - 2 * xstart, 0, &htext);
+    if (!salines)
+        return (PIX *)ERROR_PTR("line string sa not made", procName, NULL);
+    nlines = sarrayGetCount(salines);
+
+        /* Add white border if required */
+    spacer = 10;  /* pixels away from image boundary or added border */
+    if (location == L_ADD_ABOVE || location == L_ADD_BELOW) {
+        extra = htext + 2 * spacer;
+        pixd = pixCreate(w, h + extra, d);
+        pixCopyColormap(pixd, pixs);
+        pixCopyResolution(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixSetBlackOrWhite(pixd, L_BRING_IN_WHITE);
+        if (location == L_ADD_ABOVE)
+            pixRasterop(pixd, 0, extra, w, h, PIX_SRC, pixs, 0, 0);
+        else  /* add below */
+            pixRasterop(pixd, 0, 0, w, h, PIX_SRC, pixs, 0, 0);
+    } else {
+        pixd = pixCopy(NULL, pixs);
+    }
+    cmapd = pixGetColormap(pixd);
+
+        /* bmf->baselinetab[93] is the approximate distance from
+         * the top of the tallest character to the baseline.  93 was chosen
+         * at random, as all the baselines are essentially equal for
+         * each character in a font. */
+    offset = bmf->baselinetab[93];
+    if (location == L_ADD_ABOVE || location == L_ADD_AT_TOP)
+        ystart = offset + spacer;
+    else if (location == L_ADD_AT_BOT)
+        ystart = h - htext - spacer + offset;
+    else   /* add below */
+        ystart = h + offset + spacer;
+
+        /* If cmapped, add the color if necessary to the cmap.  If the
+         * cmap is full, use the nearest color to the requested color. */
+    if (cmapd) {
+        extractRGBValues(val, &rval, &gval, &bval);
+        pixcmapAddNearestColor(cmapd, rval, gval, bval, &index);
+        pixcmapGetColor(cmapd, index, &rval, &gval, &bval);
+        composeRGBPixel(rval, gval, bval, &textcolor);
+    } else {
+        textcolor = val;
+    }
+
+        /* Keep track of overflow condition on line width */
+    overflow = 0;
+    for (i = 0, y = ystart; i < nlines; i++) {
+        linestr = sarrayGetString(salines, i, L_NOCOPY);
+        pixSetTextline(pixd, bmf, linestr, textcolor,
+                       xstart, y, NULL, &ovf);
+        y += bmf->lineheight + bmf->vertlinesep;
+        if (ovf)
+            overflow = 1;
+    }
+
+       /* Also consider vertical overflow where there is too much text to
+        * fit inside the image: the cases L_ADD_AT_TOP and L_ADD_AT_BOT.
+        *  The text requires a total of htext + 2 * spacer vertical pixels. */
+    if (location == L_ADD_AT_TOP || location == L_ADD_AT_BOT) {
+        if (h < htext + 2 * spacer)
+            overflow = 1;
+    }
+    if (poverflow) *poverflow = overflow;
+
+    sarrayDestroy(&salines);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixAddTextlines()
+ *
+ * \param[in]    pixs        input pix; colormap ok
+ * \param[in]    bmf         bitmap font data
+ * \param[in]    textstr     [optional] text string to be added
+ * \param[in]    val         color to set the text
+ * \param[in]    location    L_ADD_ABOVE, L_ADD_BELOW, L_ADD_LEFT, L_ADD_RIGHT
+ * \return  pixd   new pix with rendered text, or either a copy,
+ *                 or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function expands an image as required to paint one or
+ *          more lines of text adjacent to the image.  If %bmf == NULL,
+ *          this returns a copy.  If above or below, the lines are
+ *          centered with respect to the image; if left or right, they
+ *          are left justified.
+ *      (2) %val is the pixel value to be painted through the font mask.
+ *          It should be chosen to agree with the depth of pixs.
+ *          If it is out of bounds, an intermediate value is chosen.
+ *          For RGB, use hex notation: 0xRRGGBB00, where RR is the
+ *          hex representation of the red intensity, etc.
+ *      (3) If textstr == NULL, use the text field in the pix.  The
+ *          text field contains one or most "lines" of text, where newlines
+ *          are used as line separators.
+ *      (4) If there is a colormap, this does the best it can to use
+ *          the requested color, or something similar to it.
+ *      (5) Typical usage is for labelling a pix with some text data.
+ * 

+ */
+PIX *
+pixAddTextlines(PIX         *pixs,
+                L_BMF       *bmf,
+                const char  *textstr,
+                l_uint32     val,
+                l_int32      location)
+{
+char     *str;
+l_int32   i, w, h, d, rval, gval, bval, index;
+l_int32   wline, wtext, htext, wadd, hadd, spacer, hbaseline, nlines;
+l_uint32  textcolor;
+PIX      *pixd;
+PIXCMAP  *cmap, *cmapd;
+SARRAY   *sa;
+
+    PROCNAME("pixAddTextlines");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (location != L_ADD_ABOVE && location != L_ADD_BELOW &&
+        location != L_ADD_LEFT && location != L_ADD_RIGHT)
+        return (PIX *)ERROR_PTR("invalid location", procName, NULL);
+    if (!bmf) {
+        L_ERROR("no bitmap fonts; returning a copy\n", procName);
+        return pixCopy(NULL, pixs);
+    }
+    if (!textstr) {
+        textstr = pixGetText(pixs);
+        if (!textstr) {
+            L_WARNING("no textstring defined; returning a copy\n", procName);
+            return pixCopy(NULL, pixs);
+        }
+    }
+
+        /* Make sure the "color" value for the text will work
+         * for the pix.  If the pix is not colormapped and the
+         * value is out of range, set it to mid-range. */
+    pixGetDimensions(pixs, &w, &h, &d);
+    cmap = pixGetColormap(pixs);
+    if (d == 1 && val > 1)
+        val = 1;
+    else if (d == 2 && val > 3 && !cmap)
+        val = 2;
+    else if (d == 4 && val > 15 && !cmap)
+        val = 8;
+    else if (d == 8 && val > 0xff && !cmap)
+        val = 128;
+    else if (d == 16 && val > 0xffff)
+        val = 0x8000;
+    else if (d == 32 && val < 256)
+        val = 0x80808000;
+
+        /* Get the text in each line */
+    sa = sarrayCreateLinesFromString(textstr, 0);
+    nlines = sarrayGetCount(sa);
+
+        /* Get the necessary text size */
+    wtext = 0;
+    for (i = 0; i < nlines; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        bmfGetStringWidth(bmf, str, &wline);
+        if (wline > wtext)
+            wtext = wline;
+    }
+    hbaseline = bmf->baselinetab[93];
+    htext = 1.5 * hbaseline * nlines;
+
+        /* Add white border */
+    spacer = 10;  /* pixels away from the added border */
+    if (location == L_ADD_ABOVE || location == L_ADD_BELOW) {
+        hadd = htext + 2 * spacer;
+        pixd = pixCreate(w, h + hadd, d);
+        pixCopyColormap(pixd, pixs);
+        pixCopyResolution(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixSetBlackOrWhite(pixd, L_BRING_IN_WHITE);
+        if (location == L_ADD_ABOVE)
+            pixRasterop(pixd, 0, hadd, w, h, PIX_SRC, pixs, 0, 0);
+        else  /* add below */
+            pixRasterop(pixd, 0, 0, w, h, PIX_SRC, pixs, 0, 0);
+    } else {  /*  L_ADD_LEFT or L_ADD_RIGHT */
+        wadd = wtext + 2 * spacer;
+        pixd = pixCreate(w + wadd, h, d);
+        pixCopyColormap(pixd, pixs);
+        pixCopyResolution(pixd, pixs);
+        pixCopyText(pixd, pixs);
+        pixSetBlackOrWhite(pixd, L_BRING_IN_WHITE);
+        if (location == L_ADD_LEFT)
+            pixRasterop(pixd, wadd, 0, w, h, PIX_SRC, pixs, 0, 0);
+        else  /* add to right */
+            pixRasterop(pixd, 0, 0, w, h, PIX_SRC, pixs, 0, 0);
+    }
+
+        /* If cmapped, add the color if necessary to the cmap.  If the
+         * cmap is full, use the nearest color to the requested color. */
+    cmapd = pixGetColormap(pixd);
+    if (cmapd) {
+        extractRGBValues(val, &rval, &gval, &bval);
+        pixcmapAddNearestColor(cmapd, rval, gval, bval, &index);
+        pixcmapGetColor(cmapd, index, &rval, &gval, &bval);
+        composeRGBPixel(rval, gval, bval, &textcolor);
+    } else {
+        textcolor = val;
+    }
+
+        /* Add the text */
+    for (i = 0; i < nlines; i++) {
+        str = sarrayGetString(sa, i, L_NOCOPY);
+        bmfGetStringWidth(bmf, str, &wtext);
+        if (location == L_ADD_ABOVE)
+            pixSetTextline(pixd, bmf, str, textcolor,
+                           (w - wtext) / 2, spacer + hbaseline * (1 + 1.5 * i),
+                           NULL, NULL);
+        else if (location == L_ADD_BELOW)
+            pixSetTextline(pixd, bmf, str, textcolor,
+                           (w - wtext) / 2, h + spacer +
+                           hbaseline * (1 + 1.5 * i), NULL, NULL);
+        else if (location == L_ADD_LEFT)
+            pixSetTextline(pixd, bmf, str, textcolor,
+                           spacer, (h - htext) / 2 + hbaseline * (1 + 1.5 * i),
+                           NULL, NULL);
+        else  /* location == L_ADD_RIGHT */
+            pixSetTextline(pixd, bmf, str, textcolor,
+                           w + spacer, (h - htext) / 2 +
+                           hbaseline * (1 + 1.5 * i), NULL, NULL);
+    }
+
+    sarrayDestroy(&sa);
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixSetTextblock()
+ *
+ * \param[in]    pixs          input image
+ * \param[in]    bmf           bitmap font data
+ * \param[in]    textstr       block text string to be set
+ * \param[in]    val           color to set the text
+ * \param[in]    x0            left edge for each line of text
+ * \param[in]    y0            baseline location for the first text line
+ * \param[in]    wtext         max width of each line of generated text
+ * \param[in]    firstindent   indentation of first line, in x-widths
+ * \param[out]   poverflow     [optional] 0 if text is contained in input pix;
+ *                             1 if it is clipped
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function paints a set of lines of text over an image.
+ *      (2) %val is the pixel value to be painted through the font mask.
+ *          It should be chosen to agree with the depth of pixs.
+ *          If it is out of bounds, an intermediate value is chosen.
+ *          For RGB, use hex notation: 0xRRGGBB00, where RR is the
+ *          hex representation of the red intensity, etc.
+ *          The last two hex digits are 00 (byte value 0), assigned to
+ *          the A component.  Note that, as usual, RGBA proceeds from
+ *          left to right in the order from MSB to LSB (see pix.h
+ *          for details).
+ *      (3) If there is a colormap, this does the best it can to use
+ *          the requested color, or something similar to it.
+ * 

+ */
+l_ok
+pixSetTextblock(PIX         *pixs,
+                L_BMF       *bmf,
+                const char  *textstr,
+                l_uint32     val,
+                l_int32      x0,
+                l_int32      y0,
+                l_int32      wtext,
+                l_int32      firstindent,
+                l_int32     *poverflow)
+{
+char     *linestr;
+l_int32   d, h, i, w, x, y, nlines, htext, xwidth, wline, ovf, overflow;
+SARRAY   *salines;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixSetTextblock");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!bmf)
+        return ERROR_INT("bmf not defined", procName, 1);
+    if (!textstr)
+        return ERROR_INT("textstr not defined", procName, 1);
+
+        /* Make sure the "color" value for the text will work
+         * for the pix.  If the pix is not colormapped and the
+         * value is out of range, set it to mid-range. */
+    pixGetDimensions(pixs, &w, &h, &d);
+    cmap = pixGetColormap(pixs);
+    if (d == 1 && val > 1)
+        val = 1;
+    else if (d == 2 && val > 3 && !cmap)
+        val = 2;
+    else if (d == 4 && val > 15 && !cmap)
+        val = 8;
+    else if (d == 8 && val > 0xff && !cmap)
+        val = 128;
+    else if (d == 16 && val > 0xffff)
+        val = 0x8000;
+    else if (d == 32 && val < 256)
+        val = 0x80808000;
+
+    if (w < x0 + wtext) {
+        L_WARNING("reducing width of textblock\n", procName);
+        wtext = w - x0 - w / 10;
+        if (wtext <= 0)
+            return ERROR_INT("wtext too small; no room for text", procName, 1);
+    }
+
+    salines = bmfGetLineStrings(bmf, textstr, wtext, firstindent, &htext);
+    if (!salines)
+        return ERROR_INT("line string sa not made", procName, 1);
+    nlines = sarrayGetCount(salines);
+    bmfGetWidth(bmf, 'x', &xwidth);
+
+    y = y0;
+    overflow = 0;
+    for (i = 0; i < nlines; i++) {
+        if (i == 0)
+            x = x0 + firstindent * xwidth;
+        else
+            x = x0;
+        linestr = sarrayGetString(salines, i, L_NOCOPY);
+        pixSetTextline(pixs, bmf, linestr, val, x, y, &wline, &ovf);
+        y += bmf->lineheight + bmf->vertlinesep;
+        if (ovf)
+            overflow = 1;
+    }
+
+       /* (y0 - baseline) is the top of the printed text.  Character
+        * 93 was chosen at random, as all the baselines are essentially
+        * equal for each character in a font. */
+    if (h < y0 - bmf->baselinetab[93] + htext)
+        overflow = 1;
+    if (poverflow)
+        *poverflow = overflow;
+
+    sarrayDestroy(&salines);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSetTextline()
+ *
+ * \param[in]    pixs        input image
+ * \param[in]    bmf         bitmap font data
+ * \param[in]    textstr     text string to be set on the line
+ * \param[in]    val         color to set the text
+ * \param[in]    x0          left edge for first char
+ * \param[in]    y0          baseline location for all text on line
+ * \param[out]   pwidth      [optional] width of generated text
+ * \param[out]   poverflow   [optional] 0 if text is contained in input pix;
+ *                           1 if it is clipped
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This function paints a line of text over an image.
+ *      (2) %val is the pixel value to be painted through the font mask.
+ *          It should be chosen to agree with the depth of pixs.
+ *          If it is out of bounds, an intermediate value is chosen.
+ *          For RGB, use hex notation: 0xRRGGBB00, where RR is the
+ *          hex representation of the red intensity, etc.
+ *          The last two hex digits are 00 (byte value 0), assigned to
+ *          the A component.  Note that, as usual, RGBA proceeds from
+ *          left to right in the order from MSB to LSB (see pix.h
+ *          for details).
+ *      (3) If there is a colormap, this does the best it can to use
+ *          the requested color, or something similar to it.
+ * 

+ */
+l_ok
+pixSetTextline(PIX         *pixs,
+               L_BMF       *bmf,
+               const char  *textstr,
+               l_uint32     val,
+               l_int32      x0,
+               l_int32      y0,
+               l_int32     *pwidth,
+               l_int32     *poverflow)
+{
+char      chr;
+l_int32   d, i, x, w, nchar, baseline, index, rval, gval, bval;
+l_uint32  textcolor;
+PIX      *pix;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixSetTextline");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!bmf)
+        return ERROR_INT("bmf not defined", procName, 1);
+    if (!textstr)
+        return ERROR_INT("teststr not defined", procName, 1);
+
+    d = pixGetDepth(pixs);
+    cmap = pixGetColormap(pixs);
+    if (d == 1 && val > 1)
+        val = 1;
+    else if (d == 2 && val > 3 && !cmap)
+        val = 2;
+    else if (d == 4 && val > 15 && !cmap)
+        val = 8;
+    else if (d == 8 && val > 0xff && !cmap)
+        val = 128;
+    else if (d == 16 && val > 0xffff)
+        val = 0x8000;
+    else if (d == 32 && val < 256)
+        val = 0x80808000;
+
+        /* If cmapped, add the color if necessary to the cmap.  If the
+         * cmap is full, use the nearest color to the requested color. */
+    if (cmap) {
+        extractRGBValues(val, &rval, &gval, &bval);
+        pixcmapAddNearestColor(cmap, rval, gval, bval, &index);
+        pixcmapGetColor(cmap, index, &rval, &gval, &bval);
+        composeRGBPixel(rval, gval, bval, &textcolor);
+    } else
+        textcolor = val;
+
+    nchar = strlen(textstr);
+    x = x0;
+    for (i = 0; i < nchar; i++) {
+        chr = textstr[i];
+        if ((l_int32)chr == 10) continue;  /* NL */
+        pix = bmfGetPix(bmf, chr);
+        bmfGetBaseline(bmf, chr, &baseline);
+        pixPaintThroughMask(pixs, pix, x, y0 - baseline, textcolor);
+        w = pixGetWidth(pix);
+        x += w + bmf->kernwidth;
+        pixDestroy(&pix);
+    }
+
+    if (pwidth)
+        *pwidth = x - bmf->kernwidth - x0;
+    if (poverflow)
+        *poverflow = (x > pixGetWidth(pixs) - 1) ? 1 : 0;
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaAddTextNumber()
+ *
+ * \param[in]    pixas      input pixa; colormap ok
+ * \param[in]    bmf        bitmap font data
+ * \param[in]    na         [optional] number array; use 1 ... n if null
+ * \param[in]    val        color to set the text
+ * \param[in]    location   L_ADD_ABOVE, L_ADD_BELOW, L_ADD_LEFT, L_ADD_RIGHT
+ * \return  pixad   new pixa with rendered numbers, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Typical usage is for labelling each pix in a pixa with a number.
+ *      (2) This function paints numbers external to each pix, in a position
+ *          given by %location.  In all cases, the pix is expanded on
+ *          on side and the number is painted over white in the added region.
+ *      (3) %val is the pixel value to be painted through the font mask.
+ *          It should be chosen to agree with the depth of pixs.
+ *          If it is out of bounds, an intermediate value is chosen.
+ *          For RGB, use hex notation: 0xRRGGBB00, where RR is the
+ *          hex representation of the red intensity, etc.
+ *      (4) If na == NULL, number each pix sequentially, starting with 1.
+ *      (5) If there is a colormap, this does the best it can to use
+ *          the requested color, or something similar to it.
+ * 

+ */
+PIXA *
+pixaAddTextNumber(PIXA     *pixas,
+                  L_BMF    *bmf,
+                  NUMA     *na,
+                  l_uint32  val,
+                  l_int32   location)
+{
+char     textstr[128];
+l_int32  i, n, index;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaAddTextNumber");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!bmf)
+        return (PIXA *)ERROR_PTR("bmf not defined", procName, NULL);
+    if (location != L_ADD_ABOVE && location != L_ADD_BELOW &&
+        location != L_ADD_LEFT && location != L_ADD_RIGHT)
+        return (PIXA *)ERROR_PTR("invalid location", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        if (na)
+            numaGetIValue(na, i, &index);
+        else
+            index = i + 1;
+        snprintf(textstr, sizeof(textstr), "%d", index);
+        pix2 = pixAddTextlines(pix1, bmf, textstr, val, location);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaAddTextlines()
+ *
+ * \param[in]    pixas      input pixa; colormap ok
+ * \param[in]    bmf        bitmap font data
+ * \param[in]    sa         [optional] sarray; use text embedded in
+ *                          each pix if null
+ * \param[in]    val        color to set the text
+ * \param[in]    location   L_ADD_ABOVE, L_ADD_BELOW, L_ADD_LEFT, L_ADD_RIGHT
+ * \return  pixad   new pixa with rendered text, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function adds one or more lines of text externally to
+ *          each pix, in a position given by %location.  In all cases,
+ *          the pix is expanded as necessary to accommodate the text.
+ *      (2) %val is the pixel value to be painted through the font mask.
+ *          It should be chosen to agree with the depth of pixs.
+ *          If it is out of bounds, an intermediate value is chosen.
+ *          For RGB, use hex notation: 0xRRGGBB00, where RR is the
+ *          hex representation of the red intensity, etc.
+ *      (3) If sa == NULL, use the text embedded in each pix.  In all
+ *          cases, newlines in the text string are used to separate the
+ *          lines of text that are added to the pix.
+ *      (4) If sa has a smaller count than pixa, issue a warning
+ *          and do not use any embedded text.
+ *      (5) If there is a colormap, this does the best it can to use
+ *          the requested color, or something similar to it.
+ * 

+ */
+PIXA *
+pixaAddTextlines(PIXA     *pixas,
+                 L_BMF    *bmf,
+                 SARRAY   *sa,
+                 l_uint32  val,
+                 l_int32   location)
+{
+char    *textstr;
+l_int32  i, n, nstr;
+PIX     *pix1, *pix2;
+PIXA    *pixad;
+
+    PROCNAME("pixaAddTextlines");
+
+    if (!pixas)
+        return (PIXA *)ERROR_PTR("pixas not defined", procName, NULL);
+    if (!bmf)
+        return (PIXA *)ERROR_PTR("bmf not defined", procName, NULL);
+    if (location != L_ADD_ABOVE && location != L_ADD_BELOW &&
+        location != L_ADD_LEFT && location != L_ADD_RIGHT)
+        return (PIXA *)ERROR_PTR("invalid location", procName, NULL);
+
+    n = pixaGetCount(pixas);
+    pixad = pixaCreate(n);
+    nstr = (sa) ? sarrayGetCount(sa) : 0;
+    if (nstr > 0 && nstr < n)
+        L_WARNING("There are %d strings and %d pix\n", procName, nstr, n);
+    for (i = 0; i < n; i++) {
+        pix1 = pixaGetPix(pixas, i, L_CLONE);
+        if (i < nstr)
+            textstr = sarrayGetString(sa, i, L_NOCOPY);
+        else
+            textstr = pixGetText(pix1);
+        pix2 = pixAddTextlines(pix1, bmf, textstr, val, location);
+        pixaAddPix(pixad, pix2, L_INSERT);
+        pixDestroy(&pix1);
+    }
+
+    return pixad;
+}
+
+
+/*!
+ * \brief   pixaAddPixWithText()
+ *
+ * \param[in]    pixa
+ * \param[in]    pixs       any depth, colormap ok
+ * \param[in]    reduction  integer subsampling factor
+ * \param[in]    bmf        [optional] bitmap font data
+ * \param[in]    textstr    [optional] text string to be added
+ * \param[in]    val        color to set the text
+ * \param[in]    location   L_ADD_ABOVE, L_ADD_BELOW, L_ADD_LEFT, L_ADD_RIGHT
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) This function generates a new pix with added text, and adds
+ *          it by insertion into the pixa.
+ *      (2) If the input pixs is not cmapped and not 32 bpp, it is
+ *          converted to 32 bpp rgb.  %val is a standard 32 bpp pixel,
+ *          expressed as 0xrrggbb00.  If there is a colormap, this does
+ *          the best it can to use the requested color, or something close.
+ *      (3) if %bmf == NULL, generate an 8 pt font; this takes about 5 msec.
+ *      (4) If %textstr == NULL, use the text field in the pix.
+ *      (5) In general, the text string can be written in multiple lines;
+ *          use newlines as the separators.
+ *      (6) Typical usage is for debugging, where the pixa of labeled images
+ *          is used to generate a pdf.  Suggest using 1.0 for scalefactor.
+ * 

+ */
+l_ok
+pixaAddPixWithText(PIXA        *pixa,
+                   PIX         *pixs,
+                   l_int32      reduction,
+                   L_BMF       *bmf,
+                   const char  *textstr,
+                   l_uint32     val,
+                   l_int32      location)
+{
+l_int32   d;
+L_BMF    *bmf8;
+PIX      *pix1, *pix2, *pix3;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixaAddPixWithText");
+
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (location != L_ADD_ABOVE && location != L_ADD_BELOW &&
+        location != L_ADD_LEFT && location != L_ADD_RIGHT)
+        return ERROR_INT("invalid location", procName, 1);
+
+    if (!textstr) {
+        textstr = pixGetText(pixs);
+        if (!textstr) {
+            L_WARNING("no textstring defined; inserting copy", procName);
+            pixaAddPix(pixa, pixs, L_COPY);
+            return 0;
+        }
+    }
+
+        /* Default font size is 8. */
+    bmf8 = (bmf) ? bmf : bmfCreate(NULL, 8);
+
+    if (reduction != 1)
+        pix1 = pixScaleByIntSampling(pixs, reduction);
+    else
+        pix1 = pixClone(pixs);
+
+        /* We want the text to be rendered in color.  This works
+         * automatically if pixs is cmapped or 32 bpp rgb; otherwise,
+         * we need to convert to rgb. */
+    cmap = pixGetColormap(pix1);
+    d = pixGetDepth(pix1);
+    if (!cmap && d != 32)
+        pix2 = pixConvertTo32(pix1);
+    else
+        pix2 = pixClone(pix1);
+
+    pix3 = pixAddTextlines(pix2, bmf, textstr, val, location);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    if (!bmf) bmfDestroy(&bmf8);
+    if (!pix3)
+        return ERROR_INT("pix3 not made", procName, 1);
+
+    pixaAddPix(pixa, pix3, L_INSERT);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                   Text size estimation and partitioning             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   bmfGetLineStrings()
+ *
+ * \param[in]    bmf
+ * \param[in]    textstr
+ * \param[in]    maxw          max width of a text line in pixels
+ * \param[in]    firstindent   indentation of first line, in x-widths
+ * \param[out]   ph            height required to hold text bitmap
+ * \return  sarray of text strings for each line, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Divides the input text string into an array of text strings,
+ *          each of which will fit within maxw bits of width.
+ * 

+ */
+SARRAY *
+bmfGetLineStrings(L_BMF       *bmf,
+                  const char  *textstr,
+                  l_int32      maxw,
+                  l_int32      firstindent,
+                  l_int32     *ph)
+{
+char    *linestr;
+l_int32  i, ifirst, sumw, newsum, w, nwords, nlines, len, xwidth;
+NUMA    *na;
+SARRAY  *sa, *sawords;
+
+    PROCNAME("bmfGetLineStrings");
+
+    if (!bmf)
+        return (SARRAY *)ERROR_PTR("bmf not defined", procName, NULL);
+    if (!textstr)
+        return (SARRAY *)ERROR_PTR("teststr not defined", procName, NULL);
+
+    if ((sawords = sarrayCreateWordsFromString(textstr)) == NULL)
+        return (SARRAY *)ERROR_PTR("sawords not made", procName, NULL);
+
+    if ((na = bmfGetWordWidths(bmf, textstr, sawords)) == NULL) {
+        sarrayDestroy(&sawords);
+        return (SARRAY *)ERROR_PTR("na not made", procName, NULL);
+    }
+    nwords = numaGetCount(na);
+    if (nwords == 0) {
+        sarrayDestroy(&sawords);
+        numaDestroy(&na);
+        return (SARRAY *)ERROR_PTR("no words in textstr", procName, NULL);
+    }
+    bmfGetWidth(bmf, 'x', &xwidth);
+
+    sa = sarrayCreate(0);
+    ifirst = 0;
+    numaGetIValue(na, 0, &w);
+    sumw = firstindent * xwidth + w;
+    for (i = 1; i < nwords; i++) {
+        numaGetIValue(na, i, &w);
+        newsum = sumw + bmf->spacewidth + w;
+        if (newsum > maxw) {
+            linestr = sarrayToStringRange(sawords, ifirst, i - ifirst, 2);
+            if (!linestr)
+                continue;
+            len = strlen(linestr);
+            if (len > 0)  /* it should always be */
+                linestr[len - 1] = '\0';  /* remove the last space */
+            sarrayAddString(sa, linestr, L_INSERT);
+            ifirst = i;
+            sumw = w;
+        }
+        else
+            sumw += bmf->spacewidth + w;
+    }
+    linestr = sarrayToStringRange(sawords, ifirst, nwords - ifirst, 2);
+    if (linestr)
+        sarrayAddString(sa, linestr, L_INSERT);
+    nlines = sarrayGetCount(sa);
+    *ph = nlines * bmf->lineheight + (nlines - 1) * bmf->vertlinesep;
+
+    sarrayDestroy(&sawords);
+    numaDestroy(&na);
+    return sa;
+}
+
+
+/*!
+ * \brief   bmfGetWordWidths()
+ *
+ * \param[in]    bmf
+ * \param[in]    textstr
+ * \param[in]    sa        of individual words
+ * \return  numa  of word lengths in pixels for the font represented
+ *                by the bmf, or NULL on error
+ */
+NUMA *
+bmfGetWordWidths(L_BMF       *bmf,
+                 const char  *textstr,
+                 SARRAY      *sa)
+{
+char    *wordstr;
+l_int32  i, nwords, width;
+NUMA    *na;
+
+    PROCNAME("bmfGetWordWidths");
+
+    if (!bmf)
+        return (NUMA *)ERROR_PTR("bmf not defined", procName, NULL);
+    if (!textstr)
+        return (NUMA *)ERROR_PTR("teststr not defined", procName, NULL);
+    if (!sa)
+        return (NUMA *)ERROR_PTR("sa not defined", procName, NULL);
+
+    nwords = sarrayGetCount(sa);
+    if ((na = numaCreate(nwords)) == NULL)
+        return (NUMA *)ERROR_PTR("na not made", procName, NULL);
+
+    for (i = 0; i < nwords; i++) {
+        wordstr = sarrayGetString(sa, i, L_NOCOPY);
+        bmfGetStringWidth(bmf, wordstr, &width);
+        numaAddNumber(na, width);
+    }
+
+    return na;
+}
+
+
+/*!
+ * \brief   bmfGetStringWidth()
+ *
+ * \param[in]    bmf
+ * \param[in]    textstr
+ * \param[out]   pw        width of text string, in pixels for the
+ *                         font represented by the bmf
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+bmfGetStringWidth(L_BMF       *bmf,
+                  const char  *textstr,
+                  l_int32     *pw)
+{
+char     chr;
+l_int32  i, w, width, nchar;
+
+    PROCNAME("bmfGetStringWidth");
+
+    if (!bmf)
+        return ERROR_INT("bmf not defined", procName, 1);
+    if (!textstr)
+        return ERROR_INT("teststr not defined", procName, 1);
+    if (!pw)
+        return ERROR_INT("&w not defined", procName, 1);
+
+    nchar = strlen(textstr);
+    w = 0;
+    for (i = 0; i < nchar; i++) {
+        chr = textstr[i];
+        bmfGetWidth(bmf, chr, &width);
+        if (width != UNDEF)
+            w += width + bmf->kernwidth;
+    }
+    w -= bmf->kernwidth;  /* remove last one */
+
+    *pw = w;
+    return 0;
+}
+
+
+
+/*---------------------------------------------------------------------*
+ *                             Text splitting                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   splitStringToParagraphs()
+ *
+ * \param[in]    textstr     text string
+ * \param[in]    splitflag   see enum in bmf.h; valid values in {1,2,3}
+ * \return  sarray  where each string is a paragraph of the input,
+ *                  or NULL on error.
+ */
+SARRAY *
+splitStringToParagraphs(char    *textstr,
+                        l_int32  splitflag)
+{
+char    *linestr, *parastring;
+l_int32  nlines, i, allwhite, leadwhite;
+SARRAY  *salines, *satemp, *saout;
+
+    PROCNAME("splitStringToParagraphs");
+
+    if (!textstr)
+        return (SARRAY *)ERROR_PTR("textstr not defined", procName, NULL);
+
+    if ((salines = sarrayCreateLinesFromString(textstr, 1)) == NULL)
+        return (SARRAY *)ERROR_PTR("salines not made", procName, NULL);
+    nlines = sarrayGetCount(salines);
+    saout = sarrayCreate(0);
+    satemp = sarrayCreate(0);
+
+    linestr = sarrayGetString(salines, 0, L_NOCOPY);
+    sarrayAddString(satemp, linestr, L_COPY);
+    for (i = 1; i < nlines; i++) {
+        linestr = sarrayGetString(salines, i, L_NOCOPY);
+        stringAllWhitespace(linestr, &allwhite);
+        stringLeadingWhitespace(linestr, &leadwhite);
+        if ((splitflag == SPLIT_ON_LEADING_WHITE && leadwhite) ||
+            (splitflag == SPLIT_ON_BLANK_LINE && allwhite) ||
+            (splitflag == SPLIT_ON_BOTH && (allwhite || leadwhite))) {
+            parastring = sarrayToString(satemp, 1);  /* add nl to each line */
+            sarrayAddString(saout, parastring, L_INSERT);
+            sarrayDestroy(&satemp);
+            satemp = sarrayCreate(0);
+        }
+        sarrayAddString(satemp, linestr, L_COPY);
+    }
+    parastring = sarrayToString(satemp, 1);  /* add nl to each line */
+    sarrayAddString(saout, parastring, L_INSERT);
+    sarrayDestroy(&satemp);
+    sarrayDestroy(&salines);
+    return saout;
+}
+
+
+/*!
+ * \brief   stringAllWhitespace()
+ *
+ * \param[in]    textstr   text string
+ * \param[out]   pval      1 if all whitespace; 0 otherwise
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+stringAllWhitespace(char     *textstr,
+                    l_int32  *pval)
+{
+l_int32  len, i;
+
+    PROCNAME("stringAllWhitespace");
+
+    if (!textstr)
+        return ERROR_INT("textstr not defined", procName, 1);
+    if (!pval)
+        return ERROR_INT("&va not defined", procName, 1);
+
+    len = strlen(textstr);
+    *pval = 1;
+    for (i = 0; i < len; i++) {
+        if (textstr[i] != ' ' && textstr[i] != '\t' && textstr[i] != '\n') {
+            *pval = 0;
+            return 0;
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   stringLeadingWhitespace()
+ *
+ * \param[in]    textstr   text string
+ * \param[out]   pval      1 if leading char is [space] or [tab]; 0 otherwise
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+stringLeadingWhitespace(char     *textstr,
+                        l_int32  *pval)
+{
+    PROCNAME("stringLeadingWhitespace");
+
+    if (!textstr)
+        return ERROR_INT("textstr not defined", procName, 1);
+    if (!pval)
+        return ERROR_INT("&va not defined", procName, 1);
+
+    *pval = 0;
+    if (textstr[0] == ' ' || textstr[0] == '\t')
+        *pval = 1;
+
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/tiffio.c b/3rdparty/hgOCR/leptonica/tiffio.c
new file mode 100644
index 00000000..5a761ff7
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/tiffio.c
@@ -0,0 +1,2843 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file tiffio.c
+ * 
+ *
+ *     TIFFClientOpen() wrappers for FILE*:
+ *      static tsize_t    lept_read_proc()
+ *      static tsize_t    lept_write_proc()
+ *      static toff_t     lept_seek_proc()
+ *      static int        lept_close_proc()
+ *      static toff_t     lept_size_proc()
+ *
+ *     Reading tiff:
+ *             PIX       *pixReadTiff()             [ special top level ]
+ *             PIX       *pixReadStreamTiff()
+ *      static PIX       *pixReadFromTiffStream()
+ *
+ *     Writing tiff:
+ *             l_int32    pixWriteTiff()            [ special top level ]
+ *             l_int32    pixWriteTiffCustom()      [ special top level ]
+ *             l_int32    pixWriteStreamTiff()
+ *             l_int32    pixWriteStreamTiffWA()
+ *      static l_int32    pixWriteToTiffStream()
+ *      static l_int32    writeCustomTiffTags()
+ *
+ *     Reading and writing multipage tiff
+ *             PIX       *pixReadFromMultipageTiff()
+ *             PIXA      *pixaReadMultipageTiff()   [ special top level ]
+ *             l_int32    pixaWriteMultipageTiff()  [ special top level ]
+ *             l_int32    writeMultipageTiff()      [ special top level ]
+ *             l_int32    writeMultipageTiffSA()
+ *
+ *     Information about tiff file
+ *             l_int32    fprintTiffInfo()
+ *             l_int32    tiffGetCount()
+ *             l_int32    getTiffResolution()
+ *      static l_int32    getTiffStreamResolution()
+ *             l_int32    readHeaderTiff()
+ *             l_int32    freadHeaderTiff()
+ *             l_int32    readHeaderMemTiff()
+ *      static l_int32    tiffReadHeaderTiff()
+ *             l_int32    findTiffCompression()
+ *      static l_int32    getTiffCompressedFormat()
+ *
+ *     Extraction of tiff g4 data:
+ *             l_int32    extractG4DataFromFile()
+ *
+ *     Open tiff stream from file stream
+ *      static TIFF      *fopenTiff()
+ *
+ *     Wrapper for TIFFOpen:
+ *      static TIFF      *openTiff()
+ *
+ *     Memory I/O: reading memory --> pix and writing pix --> memory
+ *             [10 static helper functions]
+ *             PIX       *pixReadMemTiff();
+ *             PIX       *pixReadMemFromMultipageTiff();
+ *             PIXA      *pixaReadMemMultipageTiff()    [ special top level ]
+ *             l_int32    pixaWriteMemMultipageTiff()   [ special top level ]
+ *             l_int32    pixWriteMemTiff();
+ *             l_int32    pixWriteMemTiffCustom();
+ *
+ *  Note:  To include all necessary functions, use libtiff version 3.7.4
+ *         (or later)
+ *  Note:  On Windows with 2 bpp or 4 bpp images, the bytes in the
+ *         tiff-compressed file depend on the pad bits (but not the
+ *         decoded raster image when read).  Because it is sometimes
+ *         convenient to use a golden file with a byte-by-byte check
+ *         to verify invariance, we set the pad bits to 0 before writing,
+ *         in pixWriteToTiffStream().
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include 
+#include    /* for isnan */
+#include 
+#ifndef _MSC_VER
+#include 
+#else  /* _MSC_VER */
+#include 
+#endif  /* _MSC_VER */
+#include 
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  HAVE_LIBTIFF   /* defined in environ.h */
+/* --------------------------------------------*/
+
+#include "tiff.h"
+#include "tiffio.h"
+
+static const l_int32  DefaultResolution = 300;   /* ppi */
+static const l_int32  ManyPagesInTiffFile = 3000;  /* warn if big */
+static const l_uint32  MaxTiffBufferSize = 1 << 24;  /* 16MiB */
+
+
+    /* All functions with TIFF interfaces are static. */
+static PIX      *pixReadFromTiffStream(TIFF *tif);
+static l_int32   getTiffStreamResolution(TIFF *tif, l_int32 *pxres,
+                                         l_int32 *pyres);
+static l_int32   tiffReadHeaderTiff(TIFF *tif, l_int32 *pwidth,
+                                    l_int32 *pheight, l_int32 *pbps,
+                                    l_int32 *pspp, l_int32 *pres,
+                                    l_int32 *pcmap, l_int32 *pformat);
+static l_int32   writeCustomTiffTags(TIFF *tif, NUMA *natags,
+                                     SARRAY *savals, SARRAY  *satypes,
+                                     NUMA *nasizes);
+static l_int32   pixWriteToTiffStream(TIFF *tif, PIX *pix, l_int32 comptype,
+                                      NUMA *natags, SARRAY *savals,
+                                      SARRAY *satypes, NUMA *nasizes);
+static TIFF     *fopenTiff(FILE *fp, const char *modestring);
+static TIFF     *openTiff(const char *filename, const char *modestring);
+
+    /* Static helper for tiff compression type */
+static l_int32   getTiffCompressedFormat(l_uint16 tiffcomp);
+
+    /* Static function for memory I/O */
+static TIFF     *fopenTiffMemstream(const char *filename, const char *operation,
+                                    l_uint8 **pdata, size_t *pdatasize);
+
+    /* This structure defines a transform to be performed on a TIFF image
+     * (note that the same transformation can be represented in
+     * several different ways using this structure since
+     * vflip + hflip + counterclockwise == clockwise). */
+struct tiff_transform {
+    int vflip;    /* if non-zero, image needs a vertical fip */
+    int hflip;    /* if non-zero, image needs a horizontal flip */
+    int rotate;   /* -1 -> counterclockwise 90-degree rotation,
+                      0 -> no rotation
+                      1 -> clockwise 90-degree rotation */
+};
+
+    /* This describes the transformations needed for a given orientation
+     * tag.  The tag values start at 1, so you need to subtract 1 to get a
+     * valid index into this array.  It is only valid when not using
+     * TIFFReadRGBAImageOriented(). */
+static struct tiff_transform tiff_orientation_transforms[] = {
+    {0, 0, 0},
+    {0, 1, 0},
+    {1, 1, 0},
+    {1, 0, 0},
+    {0, 1, -1},
+    {0, 0, 1},
+    {0, 1, 1},
+    {0, 0, -1}
+};
+
+    /* Same as above, except that test transformations are only valid
+     * when using TIFFReadRGBAImageOriented().  Transformations
+     * were determined empirically.  See the libtiff mailing list for
+     * more discussion: http://www.asmail.be/msg0054683875.html  */
+static struct tiff_transform tiff_partial_orientation_transforms[] = {
+    {0, 0, 0},
+    {0, 0, 0},
+    {0, 0, 0},
+    {0, 0, 0},
+    {0, 1, -1},
+    {0, 1, 1},
+    {1, 0, 1},
+    {0, 1, -1}
+};
+
+
+/*-----------------------------------------------------------------------*
+ *             TIFFClientOpen() wrappers for FILE*                       *
+ *             Provided by Jürgen Buchmüller                             *
+ *                                                                       *
+ *  We previously used TIFFFdOpen(), which used low-level file           *
+ *  descriptors.  It had portability issues with Windows, along          *
+ *  with other limitations from lack of stream control operations.       *
+ *  These callbacks to TIFFClientOpen() avoid the problems.              *
+ *                                                                       *
+ *  Jürgen made the functions use 64 bit file operations where possible  *
+ *  or required, namely for seek and size. On Windows there are specific *
+ *  _fseeki64() and _ftelli64() functions, whereas on unix it is         *
+ *  common to look for a macro _LARGEFILE_SOURCE being defined and       *
+ *  use fseeko() and ftello() in this case.                              *
+ *-----------------------------------------------------------------------*/
+static tsize_t
+lept_read_proc(thandle_t  cookie,
+               tdata_t    buff,
+               tsize_t    size)
+{
+    FILE* fp = (FILE *)cookie;
+    tsize_t done;
+    if (!buff || !cookie || !fp)
+        return (tsize_t)-1;
+    done = fread(buff, 1, size, fp);
+    return done;
+}
+
+static tsize_t
+lept_write_proc(thandle_t  cookie,
+                tdata_t    buff,
+                tsize_t    size)
+{
+    FILE* fp = (FILE *)cookie;
+    tsize_t done;
+    if (!buff || !cookie || !fp)
+        return (tsize_t)-1;
+    done = fwrite(buff, 1, size, fp);
+    return done;
+}
+
+static toff_t
+lept_seek_proc(thandle_t  cookie,
+               toff_t     offs,
+               int        whence)
+{
+    FILE* fp = (FILE *)cookie;
+#if defined(_MSC_VER)
+    __int64 pos = 0;
+    if (!cookie || !fp)
+        return (tsize_t)-1;
+    switch (whence) {
+    case SEEK_SET:
+        pos = 0;
+        break;
+    case SEEK_CUR:
+        pos = ftell(fp);
+        break;
+    case SEEK_END:
+        _fseeki64(fp, 0, SEEK_END);
+        pos = _ftelli64(fp);
+        break;
+    }
+    pos = (__int64)(pos + offs);
+    _fseeki64(fp, pos, SEEK_SET);
+    if (pos == _ftelli64(fp))
+        return (tsize_t)pos;
+#elif defined(_LARGEFILE_SOURCE)
+    off64_t pos = 0;
+    if (!cookie || !fp)
+        return (tsize_t)-1;
+    switch (whence) {
+    case SEEK_SET:
+        pos = 0;
+        break;
+    case SEEK_CUR:
+        pos = ftello(fp);
+        break;
+    case SEEK_END:
+        fseeko(fp, 0, SEEK_END);
+        pos = ftello(fp);
+        break;
+    }
+    pos = (off64_t)(pos + offs);
+    fseeko(fp, pos, SEEK_SET);
+    if (pos == ftello(fp))
+        return (tsize_t)pos;
+#else
+    off_t pos = 0;
+    if (!cookie || !fp)
+        return (tsize_t)-1;
+    switch (whence) {
+    case SEEK_SET:
+        pos = 0;
+        break;
+    case SEEK_CUR:
+        pos = ftell(fp);
+        break;
+    case SEEK_END:
+        fseek(fp, 0, SEEK_END);
+        pos = ftell(fp);
+        break;
+    }
+    pos = (off_t)(pos + offs);
+    fseek(fp, pos, SEEK_SET);
+    if (pos == ftell(fp))
+        return (tsize_t)pos;
+#endif
+    return (tsize_t)-1;
+}
+
+static int
+lept_close_proc(thandle_t  cookie)
+{
+    FILE* fp = (FILE *)cookie;
+    if (!cookie || !fp)
+        return 0;
+    fseek(fp, 0, SEEK_SET);
+    return 0;
+}
+
+static toff_t
+lept_size_proc(thandle_t  cookie)
+{
+    FILE* fp = (FILE *)cookie;
+#if defined(_MSC_VER)
+    __int64 pos;
+    __int64 size;
+    if (!cookie || !fp)
+        return (tsize_t)-1;
+    pos = _ftelli64(fp);
+    _fseeki64(fp, 0, SEEK_END);
+    size = _ftelli64(fp);
+    _fseeki64(fp, pos, SEEK_SET);
+#elif defined(_LARGEFILE_SOURCE)
+    off64_t pos;
+    off64_t size;
+    if (!fp)
+        return (tsize_t)-1;
+    pos = ftello(fp);
+    fseeko(fp, 0, SEEK_END);
+    size = ftello(fp);
+    fseeko(fp, pos, SEEK_SET);
+#else
+    off_t pos;
+    off_t size;
+    if (!cookie || !fp)
+        return (tsize_t)-1;
+    pos = ftell(fp);
+    fseek(fp, 0, SEEK_END);
+    size = ftell(fp);
+    fseek(fp, pos, SEEK_SET);
+#endif
+    return (toff_t)size;
+}
+
+
+/*--------------------------------------------------------------*
+ *                      Reading from file                       *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   pixReadTiff()
+ *
+ * \param[in]    filename
+ * \param[in]    n           page number 0 based
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a version of pixRead(), specialized for tiff
+ *          files, that allows specification of the page to be returned
+ *      (2) No warning messages on failure, because of how multi-page
+ *          TIFF reading works. You are supposed to keep trying until
+ *          it stops working.
+ * 

+ */
+PIX *
+pixReadTiff(const char  *filename,
+            l_int32      n)
+{
+FILE  *fp;
+PIX   *pix;
+
+    PROCNAME("pixReadTiff");
+
+    if (!filename)
+        return (PIX *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (PIX *)ERROR_PTR("image file not found", procName, NULL);
+    pix = pixReadStreamTiff(fp, n);
+    fclose(fp);
+    return pix;
+}
+
+
+/*--------------------------------------------------------------*
+ *                     Reading from stream                      *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   pixReadStreamTiff()
+ *
+ * \param[in]    fp    file stream
+ * \param[in]    n     page number: 0 based
+ * \return  pix, or NULL on error or if there are no more images in the file
+ *
+ * 
+ * Notes:
+ *      (1) No warning messages on failure, because of how multi-page
+ *          TIFF reading works. You are supposed to keep trying until
+ *          it stops working.
+ * 

+ */
+PIX *
+pixReadStreamTiff(FILE    *fp,
+                  l_int32  n)
+{
+PIX   *pix;
+TIFF  *tif;
+
+    PROCNAME("pixReadStreamTiff");
+
+    if (!fp)
+        return (PIX *)ERROR_PTR("stream not defined", procName, NULL);
+
+    if ((tif = fopenTiff(fp, "r")) == NULL)
+        return (PIX *)ERROR_PTR("tif not opened", procName, NULL);
+
+    if (TIFFSetDirectory(tif, n) == 0) {
+        TIFFCleanup(tif);
+        return NULL;
+    }
+    if ((pix = pixReadFromTiffStream(tif)) == NULL) {
+        TIFFCleanup(tif);
+        return NULL;
+    }
+    TIFFCleanup(tif);
+    return pix;
+}
+
+
+/*!
+ * \brief   pixReadFromTiffStream()
+ *
+ * \param[in]    tif    TIFF handle
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) We can read the following images (up to 32 bits/pixel):
+ *          1 spp (grayscale): 1, 2, 4, 8, 16 bps
+ *          1 spp (colormapped): 1, 2, 4, 8 bps
+ *          2 spp (gray+alpha): 8 bps
+ *          3 spp (rgb) and 4 spp (rgba): 8 or 16 bps
+ *      (2) We do not handle 16 bps for spp == 2.
+ *      (3) 2 bpp gray+alpha are rasterized as 32 bit/pixel rgba, with
+ *          the gray value replicated in r, g and b.
+ *      (4) For colormapped images, we support 8 bits/color in the palette.
+ *          Tiff colormaps have 16 bits/color, and we reduce them to 8.
+ *      (5) Quoting the libtiff documentation at
+ *               http://libtiff.maptools.org/libtiff.html
+ *          "libtiff provides a high-level interface for reading image data
+ *          from a TIFF file. This interface handles the details of data
+ *          organization and format for a wide variety of TIFF files;
+ *          at least the large majority of those files that one would
+ *          normally encounter. Image data is, by default, returned as
+ *          ABGR pixels packed into 32-bit words (8 bits per sample).
+ *          Rectangular rasters can be read or data can be intercepted
+ *          at an intermediate level and packed into memory in a format
+ *          more suitable to the application. The library handles all
+ *          the details of the format of data stored on disk and,
+ *          in most cases, if any colorspace conversions are required:
+ *          bilevel to RGB, greyscale to RGB, CMYK to RGB, YCbCr to RGB,
+ *          16-bit samples to 8-bit samples, associated/unassociated alpha,
+ *          etc."
+ * 

+ */
+static PIX *
+pixReadFromTiffStream(TIFF  *tif)
+{
+char      *text;
+l_uint8   *linebuf, *data, *rowptr;
+l_uint16   spp, bps, photometry, tiffcomp, orientation, sample_fmt;
+l_uint16  *redmap, *greenmap, *bluemap;
+l_int32    d, wpl, bpl, comptype, i, j, k, ncolors, rval, gval, bval, aval;
+l_int32    xres, yres;
+l_uint32   w, h, tiffbpl, tiffword, read_oriented;
+l_uint32  *line, *ppixel, *tiffdata, *pixdata;
+PIX       *pix;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixReadFromTiffStream");
+
+    if (!tif)
+        return (PIX *)ERROR_PTR("tif not defined", procName, NULL);
+
+    read_oriented = 0;
+
+        /* Only accept uint image data:
+         *   SAMPLEFORMAT_UINT = 1;
+         *   SAMPLEFORMAT_INT = 2;
+         *   SAMPLEFORMAT_IEEEFP = 3;
+         *   SAMPLEFORMAT_VOID = 4;   */
+    TIFFGetFieldDefaulted(tif, TIFFTAG_SAMPLEFORMAT, &sample_fmt);
+    if (sample_fmt != SAMPLEFORMAT_UINT) {
+        L_ERROR("sample format = %d is not uint\n", procName, sample_fmt);
+        return NULL;
+    }
+
+        /* Can't read tiff in tiled format. For what is involved, see, e.g:
+         *   https://www.cs.rochester.edu/~nelson/courses/vision/\
+         *     resources/tiff/libtiff.html#Tiles
+         * A tiled tiff can be converted to a normal (strip) tif:
+         *   tiffcp -s      */
+    if (TIFFIsTiled(tif)) {
+        L_ERROR("tiled format is not supported\n", procName);
+        return NULL;
+    }
+
+        /* Use default fields for bps and spp */
+    TIFFGetFieldDefaulted(tif, TIFFTAG_BITSPERSAMPLE, &bps);
+    TIFFGetFieldDefaulted(tif, TIFFTAG_SAMPLESPERPIXEL, &spp);
+    if (bps != 1 && bps != 2 && bps != 4 && bps != 8 && bps != 16) {
+        L_ERROR("invalid bps = %d\n", procName, bps);
+        return NULL;
+    }
+    if (spp == 2 && bps != 8) {
+        L_WARNING("only handle 8 bps for 2 spp\n", procName);
+        return NULL;
+    }
+    if (spp == 1)
+        d = bps;
+    else if (spp == 2)  /* gray plus alpha */
+        d = 32;  /* will convert to RGBA */
+    else if (spp == 3 || spp == 4)
+        d = 32;
+    else
+        return (PIX *)ERROR_PTR("spp not in set {1,2,3,4}", procName, NULL);
+
+    TIFFGetField(tif, TIFFTAG_IMAGEWIDTH, &w);
+    TIFFGetField(tif, TIFFTAG_IMAGELENGTH, &h);
+    tiffbpl = TIFFScanlineSize(tif);
+    if (tiffbpl < (bps * spp * w + 7) / 8)
+        return (PIX *)ERROR_PTR("bad tiff file: tiffbpl is too small",
+                                procName, NULL);
+    if (tiffbpl > MaxTiffBufferSize)
+        return (PIX *)ERROR_PTR("bad tiff file: tiffbpl is too large",
+                                procName, NULL);
+
+    if ((pix = pixCreate(w, h, d)) == NULL)
+        return (PIX *)ERROR_PTR("pix not made", procName, NULL);
+    pixSetInputFormat(pix, IFF_TIFF);
+    data = (l_uint8 *)pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    bpl = 4 * wpl;
+
+    TIFFGetFieldDefaulted(tif, TIFFTAG_COMPRESSION, &tiffcomp);
+
+        /* Thanks to Jeff Breidenbach, we now support reading 8 bpp
+         * images encoded in the long-deprecated old jpeg format,
+         * COMPRESSION_OJPEG.  TIFFReadScanline() fails on this format,
+         * so we use RGBA reading, which generates a 4 spp image, and
+         * pull out the red component. */
+    if (spp == 1 && tiffcomp != COMPRESSION_OJPEG) {
+        linebuf = (l_uint8 *)LEPT_CALLOC(tiffbpl + 1, sizeof(l_uint8));
+        for (i = 0; i < h; i++) {
+            if (TIFFReadScanline(tif, linebuf, i, 0) < 0) {
+                LEPT_FREE(linebuf);
+                pixDestroy(&pix);
+                return (PIX *)ERROR_PTR("line read fail", procName, NULL);
+            }
+            memcpy(data, linebuf, tiffbpl);
+            data += bpl;
+        }
+        if (bps <= 8)
+            pixEndianByteSwap(pix);
+        else   /* bps == 16 */
+            pixEndianTwoByteSwap(pix);
+        LEPT_FREE(linebuf);
+    } else if (spp == 2 && bps == 8) {  /* gray plus alpha */
+        L_INFO("gray+alpha is not supported; converting to RGBA\n", procName);
+        pixSetSpp(pix, 4);
+        linebuf = (l_uint8 *)LEPT_CALLOC(tiffbpl + 1, sizeof(l_uint8));
+        pixdata = pixGetData(pix);
+        for (i = 0; i < h; i++) {
+            if (TIFFReadScanline(tif, linebuf, i, 0) < 0) {
+                LEPT_FREE(linebuf);
+                pixDestroy(&pix);
+                return (PIX *)ERROR_PTR("line read fail", procName, NULL);
+            }
+            rowptr = linebuf;
+            ppixel = pixdata + i * wpl;
+            for (j = k = 0; j < w; j++) {
+                    /* Copy gray value into r, g and b */
+                SET_DATA_BYTE(ppixel, COLOR_RED, rowptr[k]);
+                SET_DATA_BYTE(ppixel, COLOR_GREEN, rowptr[k]);
+                SET_DATA_BYTE(ppixel, COLOR_BLUE, rowptr[k++]);
+                SET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL, rowptr[k++]);
+                ppixel++;
+            }
+        }
+        LEPT_FREE(linebuf);
+    } else {  /* rgb, rgba, or old jpeg */
+        if ((tiffdata = (l_uint32 *)LEPT_CALLOC((size_t)w * h,
+                                                 sizeof(l_uint32))) == NULL) {
+            pixDestroy(&pix);
+            return (PIX *)ERROR_PTR("calloc fail for tiffdata", procName, NULL);
+        }
+            /* TIFFReadRGBAImageOriented() converts to 8 bps */
+        if (!TIFFReadRGBAImageOriented(tif, w, h, (uint32 *)tiffdata,
+                                       ORIENTATION_TOPLEFT, 0)) {
+            LEPT_FREE(tiffdata);
+            pixDestroy(&pix);
+            return (PIX *)ERROR_PTR("failed to read tiffdata", procName, NULL);
+        } else {
+            read_oriented = 1;
+        }
+
+        if (spp == 1) {  /* 8 bpp, old jpeg format */
+            pixdata = pixGetData(pix);
+            for (i = 0; i < h; i++) {
+                line = pixdata + i * wpl;
+                for (j = 0; j < w; j++) {
+                    tiffword = tiffdata[i * w + j];
+                    rval = TIFFGetR(tiffword);
+                    SET_DATA_BYTE(line, j, rval);
+                }
+            }
+        } else {  /* rgb or rgba */
+            if (spp == 4) pixSetSpp(pix, 4);
+            line = pixGetData(pix);
+            for (i = 0; i < h; i++, line += wpl) {
+                for (j = 0, ppixel = line; j < w; j++) {
+                        /* TIFFGet* are macros */
+                    tiffword = tiffdata[i * w + j];
+                    rval = TIFFGetR(tiffword);
+                    gval = TIFFGetG(tiffword);
+                    bval = TIFFGetB(tiffword);
+                    if (spp == 3) {
+                        composeRGBPixel(rval, gval, bval, ppixel);
+                    } else {  /* spp == 4 */
+                        aval = TIFFGetA(tiffword);
+                        composeRGBAPixel(rval, gval, bval, aval, ppixel);
+                    }
+                    ppixel++;
+                }
+            }
+        }
+        LEPT_FREE(tiffdata);
+    }
+
+    if (getTiffStreamResolution(tif, &xres, &yres) == 0) {
+        pixSetXRes(pix, xres);
+        pixSetYRes(pix, yres);
+    }
+
+        /* Find and save the compression type */
+    TIFFGetFieldDefaulted(tif, TIFFTAG_COMPRESSION, &tiffcomp);
+    comptype = getTiffCompressedFormat(tiffcomp);
+    pixSetInputFormat(pix, comptype);
+
+    if (TIFFGetField(tif, TIFFTAG_COLORMAP, &redmap, &greenmap, &bluemap)) {
+            /* Save the colormap as a pix cmap.  Because the
+             * tiff colormap components are 16 bit unsigned,
+             * and go from black (0) to white (0xffff), the
+             * the pix cmap takes the most significant byte. */
+        if (bps > 8) {
+            pixDestroy(&pix);
+            return (PIX *)ERROR_PTR("colormap size > 256", procName, NULL);
+        }
+        if ((cmap = pixcmapCreate(bps)) == NULL) {
+            pixDestroy(&pix);
+            return (PIX *)ERROR_PTR("colormap not made", procName, NULL);
+        }
+        ncolors = 1 << bps;
+        for (i = 0; i < ncolors; i++)
+            pixcmapAddColor(cmap, redmap[i] >> 8, greenmap[i] >> 8,
+                            bluemap[i] >> 8);
+        pixSetColormap(pix, cmap);
+    } else {   /* No colormap: check photometry and invert if necessary */
+        if (!TIFFGetField(tif, TIFFTAG_PHOTOMETRIC, &photometry)) {
+                /* Guess default photometry setting.  Assume min_is_white
+                 * if compressed 1 bpp; min_is_black otherwise. */
+            if (tiffcomp == COMPRESSION_CCITTFAX3 ||
+                tiffcomp == COMPRESSION_CCITTFAX4 ||
+                tiffcomp == COMPRESSION_CCITTRLE ||
+                tiffcomp == COMPRESSION_CCITTRLEW) {
+                photometry = PHOTOMETRIC_MINISWHITE;
+            } else {
+                photometry = PHOTOMETRIC_MINISBLACK;
+            }
+        }
+        if ((d == 1 && photometry == PHOTOMETRIC_MINISBLACK) ||
+            (d == 8 && photometry == PHOTOMETRIC_MINISWHITE))
+            pixInvert(pix, pix);
+    }
+
+    if (TIFFGetField(tif, TIFFTAG_ORIENTATION, &orientation)) {
+        if (orientation >= 1 && orientation <= 8) {
+            struct tiff_transform *transform = (read_oriented) ?
+                &tiff_partial_orientation_transforms[orientation - 1] :
+                &tiff_orientation_transforms[orientation - 1];
+            if (transform->vflip) pixFlipTB(pix, pix);
+            if (transform->hflip) pixFlipLR(pix, pix);
+            if (transform->rotate) {
+                PIX *oldpix = pix;
+                pix = pixRotate90(oldpix, transform->rotate);
+                pixDestroy(&oldpix);
+            }
+        }
+    }
+
+    text = NULL;
+    TIFFGetField(tif, TIFFTAG_IMAGEDESCRIPTION, &text);
+    if (text) pixSetText(pix, text);
+    return pix;
+}
+
+
+
+/*--------------------------------------------------------------*
+ *                       Writing to file                        *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   pixWriteTiff()
+ *
+ * \param[in]    filename   to write to
+ * \param[in]    pix        any depth, colormap will be removed
+ * \param[in]    comptype   IFF_TIFF, IFF_TIFF_RLE, IFF_TIFF_PACKBITS,
+ *                          IFF_TIFF_G3, IFF_TIFF_G4,
+ *                          IFF_TIFF_LZW, IFF_TIFF_ZIP, IFF_TIFF_JPEG
+ * \param[in]    modestr    "a" or "w"
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For multipage tiff, write the first pix with mode "w" and
+ *          all subsequent pix with mode "a".
+ *      (2) For multipage tiff, there is considerable overhead in the
+ *          machinery to append an image and add the directory entry,
+ *          and the time required for each image increases linearly
+ *          with the number of images in the file.
+ * 

+ */
+l_ok
+pixWriteTiff(const char  *filename,
+             PIX         *pix,
+             l_int32      comptype,
+             const char  *modestr)
+{
+    return pixWriteTiffCustom(filename, pix, comptype, modestr,
+                              NULL, NULL, NULL, NULL);
+}
+
+
+/*!
+ * \brief   pixWriteTiffCustom()
+ *
+ * \param[in]    filename   to write to
+ * \param[in]    pix
+ * \param[in]    comptype   IFF_TIFF, IFF_TIFF_RLE, IFF_TIFF_PACKBITS,
+ *                          IFF_TIFF_G3, IFF_TIFF_G4,
+ *                          IFF_TIFF_LZW, IFF_TIFF_ZIP, IFF_TIFF_JPEG
+ * \param[in]    modestr    "a" or "w"
+ * \param[in]    natags [optional] NUMA of custom tiff tags
+ * \param[in]    savals [optional] SARRAY of values
+ * \param[in]    satypes [optional] SARRAY of types
+ * \param[in]    nasizes [optional] NUMA of sizes
+ * \return  0 if OK, 1 on error
+ *
+ *  Usage:
+ *      1 This writes a page image to a tiff file, with optional
+ *          extra tags defined in tiff.h
+ *      2 For multipage tiff, write the first pix with mode "w" and
+ *          all subsequent pix with mode "a".
+ *      3 For the custom tiff tags:
+ *          a The three arrays {natags, savals, satypes} must all be
+ *              either NULL or defined and of equal size.
+ *          b If they are defined, the tags are an array of integers,
+ *              the vals are an array of values in string format, and
+ *              the types are an array of types in string format.
+ *          c All valid tags are definined in tiff.h.
+ *          d The types allowed are the set of strings:
+ *                "char*"
+ *                "l_uint8*"
+ *                "l_uint16"
+ *                "l_uint32"
+ *                "l_int32"
+ *                "l_float64"
+ *                "l_uint16-l_uint16" note the dash; use it between the
+ *                                    two l_uint16 vals in the val string
+ *              Of these, "char*" and "l_uint16" are the most commonly used.
+ *          e The last array, nasizes, is also optional.  It is for
+ *              tags that take an array of bytes for a value, a number of
+ *              elements in the array, and a type that is either "char*"
+ *              or "l_uint8*" probably either will work.
+ *              Use NULL if there are no such tags.
+ *          f VERY IMPORTANT: if there are any tags that require the
+ *              extra size value, stored in nasizes, they must be
+ *              written first!
+ */
+l_ok
+pixWriteTiffCustom(const char  *filename,
+                   PIX         *pix,
+                   l_int32      comptype,
+                   const char  *modestr,
+                   NUMA        *natags,
+                   SARRAY      *savals,
+                   SARRAY      *satypes,
+                   NUMA        *nasizes)
+{
+l_int32  ret;
+TIFF    *tif;
+
+    PROCNAME("pixWriteTiffCustom");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if ((tif = openTiff(filename, modestr)) == NULL)
+        return ERROR_INT("tif not opened", procName, 1);
+    ret = pixWriteToTiffStream(tif, pix, comptype, natags, savals,
+                               satypes, nasizes);
+    TIFFClose(tif);
+    return ret;
+}
+
+
+/*--------------------------------------------------------------*
+ *                       Writing to stream                      *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   pixWriteStreamTiff()
+ *
+ * \param[in]    fp       file stream
+ * \param[in]    pix
+ * \param[in]    comptype IFF_TIFF, IFF_TIFF_RLE, IFF_TIFF_PACKBITS,
+ *                        IFF_TIFF_G3, IFF_TIFF_G4,
+ *                        IFF_TIFF_LZW, IFF_TIFF_ZIP, IFF_TIFF_JPEG
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This writes a single image to a file stream opened for writing.
+ *      (2) If the pix has a colormap, it is preserved in the output file.
+ *      (3) For images with bpp > 1, this resets the comptype, if
+ *          necessary, to write uncompressed data.
+ *      (4) G3 and G4 are only defined for 1 bpp.
+ *      (5) We only allow PACKBITS for bpp = 1, because for bpp > 1
+ *          it typically expands images that are not synthetically generated.
+ *      (6) G4 compression is typically about twice as good as G3.
+ *          G4 is excellent for binary compression of text/line-art,
+ *          but terrible for halftones and dithered patterns.  (In
+ *          fact, G4 on halftones can give a file that is larger
+ *          than uncompressed!)  If a binary image has dithered
+ *          regions, it is usually better to compress with png.
+ * 

+ */
+l_ok
+pixWriteStreamTiff(FILE    *fp,
+                   PIX     *pix,
+                   l_int32  comptype)
+{
+    return pixWriteStreamTiffWA(fp, pix, comptype, "w");
+}
+
+
+/*!
+ * \brief   pixWriteStreamTiffWA()
+ *
+ * \param[in]    fp       file stream opened for append or write
+ * \param[in]    pix
+ * \param[in]    comptype IFF_TIFF, IFF_TIFF_RLE, IFF_TIFF_PACKBITS,
+ *                        IFF_TIFF_G3, IFF_TIFF_G4,
+ *                        IFF_TIFF_LZW, IFF_TIFF_ZIP, IFF_TIFF_JPEG
+ * \param[in]    modestr  "w" or "a"
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteStreamTiff()
+ * 

+ */
+l_ok
+pixWriteStreamTiffWA(FILE        *fp,
+                     PIX         *pix,
+                     l_int32      comptype,
+                     const char  *modestr)
+{
+TIFF  *tif;
+
+    PROCNAME("pixWriteStreamTiffWA");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1 );
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1 );
+    if (strcmp(modestr, "w") && strcmp(modestr, "a"))
+        return ERROR_INT("modestr not 'w' or 'a'", procName, 1 );
+
+    if (pixGetDepth(pix) != 1 && comptype != IFF_TIFF &&
+        comptype != IFF_TIFF_LZW && comptype != IFF_TIFF_ZIP &&
+        comptype != IFF_TIFF_JPEG) {
+        L_WARNING("invalid compression type for bpp > 1\n", procName);
+        comptype = IFF_TIFF_ZIP;
+    }
+
+    if ((tif = fopenTiff(fp, modestr)) == NULL)
+        return ERROR_INT("tif not opened", procName, 1);
+
+    if (pixWriteToTiffStream(tif, pix, comptype, NULL, NULL, NULL, NULL)) {
+        TIFFCleanup(tif);
+        return ERROR_INT("tif write error", procName, 1);
+    }
+
+    TIFFCleanup(tif);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteToTiffStream()
+ *
+ * \param[in]    tif       data structure, opened to a file
+ * \param[in]    pix
+ * \param[in]    comptype  IFF_TIFF: for any image; no compression
+ *                         IFF_TIFF_RLE, IFF_TIFF_PACKBITS: for 1 bpp only
+ *                         IFF_TIFF_G4 and IFF_TIFF_G3: for 1 bpp only
+ *                         IFF_TIFF_LZW, IFF_TIFF_ZIP: lossless for any image
+ *                         IFF_TIFF_JPEG: lossy 8 bpp gray or rgb
+ * \param[in]    natags    [optional] NUMA of custom tiff tags
+ * \param[in]    savals    [optional] SARRAY of values
+ * \param[in]    satypes   [optional] SARRAY of types
+ * \param[in]    nasizes   [optional] NUMA of sizes
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This static function should only be called through higher
+ *          level functions in this file; namely, pixWriteTiffCustom(),
+ *          pixWriteTiff(), pixWriteStreamTiff(), pixWriteMemTiff()
+ *          and pixWriteMemTiffCustom().
+ *      (2) We only allow PACKBITS for bpp = 1, because for bpp > 1
+ *          it typically expands images that are not synthetically generated.
+ *      (3) See pixWriteTiffCustom() for details on how to use
+ *          the last four parameters for customized tiff tags.
+ *      (4) The only valid pixel depths in leptonica are 1, 2, 4, 8, 16
+ *          and 32.  However, it is possible, and in some cases desirable,
+ *          to write out a tiff file using an rgb pix that has 24 bpp.
+ *          This can be created by appending the raster data for a 24 bpp
+ *          image (with proper scanline padding) directly to a 24 bpp
+ *          pix that was created without a data array.  See note in
+ *          pixWriteStreamPng() for an example.
+ * 

+ */
+static l_int32
+pixWriteToTiffStream(TIFF    *tif,
+                     PIX     *pix,
+                     l_int32  comptype,
+                     NUMA    *natags,
+                     SARRAY  *savals,
+                     SARRAY  *satypes,
+                     NUMA    *nasizes)
+{
+l_uint8   *linebuf, *data;
+l_uint16   redmap[256], greenmap[256], bluemap[256];
+l_int32    w, h, d, spp, i, j, k, wpl, bpl, tiffbpl, ncolors, cmapsize;
+l_int32   *rmap, *gmap, *bmap;
+l_int32    xres, yres;
+l_uint32  *line, *ppixel;
+PIX       *pixt;
+PIXCMAP   *cmap;
+char      *text;
+
+    PROCNAME("pixWriteToTiffStream");
+
+    if (!tif)
+        return ERROR_INT("tif stream not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT( "pix not defined", procName, 1 );
+
+    pixSetPadBits(pix, 0);
+    pixGetDimensions(pix, &w, &h, &d);
+    spp = pixGetSpp(pix);
+    xres = pixGetXRes(pix);
+    yres = pixGetYRes(pix);
+    if (xres == 0) xres = DefaultResolution;
+    if (yres == 0) yres = DefaultResolution;
+
+        /* ------------------ Write out the header -------------  */
+    TIFFSetField(tif, TIFFTAG_RESOLUTIONUNIT, (l_uint32)RESUNIT_INCH);
+    TIFFSetField(tif, TIFFTAG_XRESOLUTION, (l_float64)xres);
+    TIFFSetField(tif, TIFFTAG_YRESOLUTION, (l_float64)yres);
+
+    TIFFSetField(tif, TIFFTAG_IMAGEWIDTH, (l_uint32)w);
+    TIFFSetField(tif, TIFFTAG_IMAGELENGTH, (l_uint32)h);
+    TIFFSetField(tif, TIFFTAG_ORIENTATION, ORIENTATION_TOPLEFT);
+
+    if ((text = pixGetText(pix)) != NULL)
+        TIFFSetField(tif, TIFFTAG_IMAGEDESCRIPTION, text);
+
+    if (d == 1)
+        TIFFSetField(tif, TIFFTAG_PHOTOMETRIC, PHOTOMETRIC_MINISWHITE);
+    else if ((d == 32 && spp == 3) || d == 24) {
+        TIFFSetField(tif, TIFFTAG_PHOTOMETRIC, PHOTOMETRIC_RGB);
+        TIFFSetField(tif, TIFFTAG_SAMPLESPERPIXEL, (l_uint16)3);
+        TIFFSetField(tif, TIFFTAG_BITSPERSAMPLE,
+                       (l_uint16)8, (l_uint16)8, (l_uint16)8);
+    } else if (d == 32 && spp == 4) {
+        l_uint16  val[1];
+        val[0] = EXTRASAMPLE_ASSOCALPHA;
+        TIFFSetField(tif, TIFFTAG_EXTRASAMPLES, (l_uint16)1, &val);
+        TIFFSetField(tif, TIFFTAG_PHOTOMETRIC, PHOTOMETRIC_RGB);
+        TIFFSetField(tif, TIFFTAG_SAMPLESPERPIXEL, (l_uint16)4);
+        TIFFSetField(tif, TIFFTAG_BITSPERSAMPLE,
+                     (l_uint16)8, (l_uint16)8, (l_uint16)8, (l_uint16)8);
+    } else if (d == 16) {  /* we only support spp = 1, bps = 16 */
+        TIFFSetField(tif, TIFFTAG_PHOTOMETRIC, PHOTOMETRIC_MINISBLACK);
+    } else if ((cmap = pixGetColormap(pix)) == NULL) {
+        TIFFSetField(tif, TIFFTAG_PHOTOMETRIC, PHOTOMETRIC_MINISBLACK);
+    } else {  /* Save colormap in the tiff; not more than 256 colors */
+        if (d > 8) {
+            L_ERROR("d = %d > 8 with colormap!; reducing to 8\n", procName, d);
+            d = 8;
+        }
+        pixcmapToArrays(cmap, &rmap, &gmap, &bmap, NULL);
+        ncolors = pixcmapGetCount(cmap);
+        ncolors = L_MIN(256, ncolors);  /* max 256 */
+        cmapsize = 1 << d;
+        cmapsize = L_MIN(256, cmapsize);  /* power of 2; max 256 */
+        if (ncolors > cmapsize) {
+            L_WARNING("too many colors in cmap for tiff; truncating\n",
+                      procName);
+            ncolors = cmapsize;
+        }
+        for (i = 0; i < ncolors; i++) {
+            redmap[i] = (rmap[i] << 8) | rmap[i];
+            greenmap[i] = (gmap[i] << 8) | gmap[i];
+            bluemap[i] = (bmap[i] << 8) | bmap[i];
+        }
+        for (i = ncolors; i < cmapsize; i++)  /* init, even though not used */
+            redmap[i] = greenmap[i] = bluemap[i] = 0;
+        LEPT_FREE(rmap);
+        LEPT_FREE(gmap);
+        LEPT_FREE(bmap);
+
+        TIFFSetField(tif, TIFFTAG_PHOTOMETRIC, PHOTOMETRIC_PALETTE);
+        TIFFSetField(tif, TIFFTAG_SAMPLESPERPIXEL, (l_uint16)1);
+        TIFFSetField(tif, TIFFTAG_BITSPERSAMPLE, (l_uint16)d);
+        TIFFSetField(tif, TIFFTAG_COLORMAP, redmap, greenmap, bluemap);
+    }
+
+    if (d <= 16) {
+        TIFFSetField(tif, TIFFTAG_BITSPERSAMPLE, (l_uint16)d);
+        TIFFSetField(tif, TIFFTAG_SAMPLESPERPIXEL, (l_uint16)1);
+    }
+
+    TIFFSetField(tif, TIFFTAG_PLANARCONFIG, PLANARCONFIG_CONTIG);
+    if (comptype == IFF_TIFF) {  /* no compression */
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_NONE);
+    } else if (comptype == IFF_TIFF_G4) {
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_CCITTFAX4);
+    } else if (comptype == IFF_TIFF_G3) {
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_CCITTFAX3);
+    } else if (comptype == IFF_TIFF_RLE) {
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_CCITTRLE);
+    } else if (comptype == IFF_TIFF_PACKBITS) {
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_PACKBITS);
+    } else if (comptype == IFF_TIFF_LZW) {
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_LZW);
+    } else if (comptype == IFF_TIFF_ZIP) {
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_ADOBE_DEFLATE);
+    } else if (comptype == IFF_TIFF_JPEG) {
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_JPEG);
+    } else {
+        L_WARNING("unknown tiff compression; using none\n", procName);
+        TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_NONE);
+    }
+
+        /* This is a no-op if arrays are NULL */
+    writeCustomTiffTags(tif, natags, savals, satypes, nasizes);
+
+        /* ------------- Write out the image data -------------  */
+    tiffbpl = TIFFScanlineSize(tif);
+    wpl = pixGetWpl(pix);
+    bpl = 4 * wpl;
+    if (tiffbpl > bpl)
+        fprintf(stderr, "Big trouble: tiffbpl = %d, bpl = %d\n", tiffbpl, bpl);
+    if ((linebuf = (l_uint8 *)LEPT_CALLOC(1, bpl)) == NULL)
+        return ERROR_INT("calloc fail for linebuf", procName, 1);
+
+        /* Use single strip for image */
+    TIFFSetField(tif, TIFFTAG_ROWSPERSTRIP, h);
+
+    if (d != 24 && d != 32) {
+        if (d == 16)
+            pixt = pixEndianTwoByteSwapNew(pix);
+        else
+            pixt = pixEndianByteSwapNew(pix);
+        data = (l_uint8 *)pixGetData(pixt);
+        for (i = 0; i < h; i++, data += bpl) {
+            memcpy(linebuf, data, tiffbpl);
+            if (TIFFWriteScanline(tif, linebuf, i, 0) < 0)
+                break;
+        }
+        pixDestroy(&pixt);
+    } else if (d == 24) {  /* See note 4 above: special case of 24 bpp rgb */
+        for (i = 0; i < h; i++) {
+            line = pixGetData(pix) + i * wpl;
+            if (TIFFWriteScanline(tif, (l_uint8 *)line, i, 0) < 0)
+                break;
+        }
+    } else {  /* 32 bpp rgb or rgba */
+        for (i = 0; i < h; i++) {
+            line = pixGetData(pix) + i * wpl;
+            for (j = 0, k = 0, ppixel = line; j < w; j++) {
+                linebuf[k++] = GET_DATA_BYTE(ppixel, COLOR_RED);
+                linebuf[k++] = GET_DATA_BYTE(ppixel, COLOR_GREEN);
+                linebuf[k++] = GET_DATA_BYTE(ppixel, COLOR_BLUE);
+                if (spp == 4)
+                    linebuf[k++] = GET_DATA_BYTE(ppixel, L_ALPHA_CHANNEL);
+                ppixel++;
+            }
+            if (TIFFWriteScanline(tif, linebuf, i, 0) < 0)
+                break;
+        }
+    }
+
+/*    TIFFWriteDirectory(tif); */
+    LEPT_FREE(linebuf);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   writeCustomTiffTags()
+ *
+ * \param[in]    tif
+ * \param[in]    natags   [optional] NUMA of custom tiff tags
+ * \param[in]    savals   [optional] SARRAY of values
+ * \param[in]    satypes  [optional] SARRAY of types
+ * \param[in]    nasizes  [optional] NUMA of sizes
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This static function should be called indirectly through
+ *          higher level functions, such as pixWriteTiffCustom(),
+ *          which call pixWriteToTiffStream().  See details in
+ *          pixWriteTiffCustom() for using the 4 input arrays.
+ *      (2) This is a no-op if the first 3 arrays are all NULL.
+ *      (3) Otherwise, the first 3 arrays must be defined and all
+ *          of equal size.
+ *      (4) The fourth array is always optional.
+ *      (5) The most commonly used types are "char*" and "u_int16".
+ *          See tiff.h for a full listing of the tiff tags.
+ *          Note that many of these tags, in particular the bit tags,
+ *          are intended to be private, and cannot be set by this function.
+ *          Examples are the STRIPOFFSETS and STRIPBYTECOUNTS tags,
+ *          which are bit tags that are automatically set in the header,
+ *          and can be extracted using tiffdump.
+ * 

+ */
+static l_int32
+writeCustomTiffTags(TIFF    *tif,
+                    NUMA    *natags,
+                    SARRAY  *savals,
+                    SARRAY  *satypes,
+                    NUMA    *nasizes)
+{
+char      *sval, *type;
+l_int32    i, n, ns, size, tagval, val;
+l_float64  dval;
+l_uint32   uval, uval2;
+
+    PROCNAME("writeCustomTiffTags");
+
+    if (!tif)
+        return ERROR_INT("tif stream not defined", procName, 1);
+    if (!natags && !savals && !satypes)
+        return 0;
+    if (!natags || !savals || !satypes)
+        return ERROR_INT("not all arrays defined", procName, 1);
+    n = numaGetCount(natags);
+    if ((sarrayGetCount(savals) != n) || (sarrayGetCount(satypes) != n))
+        return ERROR_INT("not all sa the same size", procName, 1);
+
+        /* The sized arrays (4 args to TIFFSetField) are written first */
+    if (nasizes) {
+        ns = numaGetCount(nasizes);
+        if (ns > n)
+            return ERROR_INT("too many 4-arg tag calls", procName, 1);
+        for (i = 0; i < ns; i++) {
+            numaGetIValue(natags, i, &tagval);
+            sval = sarrayGetString(savals, i, L_NOCOPY);
+            type = sarrayGetString(satypes, i, L_NOCOPY);
+            numaGetIValue(nasizes, i, &size);
+            if (strcmp(type, "char*") && strcmp(type, "l_uint8*"))
+                L_WARNING("array type not char* or l_uint8*; ignore\n",
+                          procName);
+            TIFFSetField(tif, tagval, size, sval);
+        }
+    } else {
+        ns = 0;
+    }
+
+        /* The typical tags (3 args to TIFFSetField) are now written */
+    for (i = ns; i < n; i++) {
+        numaGetIValue(natags, i, &tagval);
+        sval = sarrayGetString(savals, i, L_NOCOPY);
+        type = sarrayGetString(satypes, i, L_NOCOPY);
+        if (!strcmp(type, "char*")) {
+            TIFFSetField(tif, tagval, sval);
+        } else if (!strcmp(type, "l_uint16")) {
+            if (sscanf(sval, "%u", &uval) == 1) {
+                TIFFSetField(tif, tagval, (l_uint16)uval);
+            } else {
+                fprintf(stderr, "val %s not of type %s\n", sval, type);
+                return ERROR_INT("custom tag(s) not written", procName, 1);
+            }
+        } else if (!strcmp(type, "l_uint32")) {
+            if (sscanf(sval, "%u", &uval) == 1) {
+                TIFFSetField(tif, tagval, uval);
+            } else {
+                fprintf(stderr, "val %s not of type %s\n", sval, type);
+                return ERROR_INT("custom tag(s) not written", procName, 1);
+            }
+        } else if (!strcmp(type, "l_int32")) {
+            if (sscanf(sval, "%d", &val) == 1) {
+                TIFFSetField(tif, tagval, val);
+            } else {
+                fprintf(stderr, "val %s not of type %s\n", sval, type);
+                return ERROR_INT("custom tag(s) not written", procName, 1);
+            }
+        } else if (!strcmp(type, "l_float64")) {
+            if (sscanf(sval, "%lf", &dval) == 1) {
+                TIFFSetField(tif, tagval, dval);
+            } else {
+                fprintf(stderr, "val %s not of type %s\n", sval, type);
+                return ERROR_INT("custom tag(s) not written", procName, 1);
+            }
+        } else if (!strcmp(type, "l_uint16-l_uint16")) {
+            if (sscanf(sval, "%u-%u", &uval, &uval2) == 2) {
+                TIFFSetField(tif, tagval, (l_uint16)uval, (l_uint16)uval2);
+            } else {
+                fprintf(stderr, "val %s not of type %s\n", sval, type);
+                return ERROR_INT("custom tag(s) not written", procName, 1);
+            }
+        } else {
+            return ERROR_INT("unknown type; tag(s) not written", procName, 1);
+        }
+    }
+    return 0;
+}
+
+
+/*--------------------------------------------------------------*
+ *               Reading and writing multipage tiff             *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   pixReadFromMultipageTiff()
+ *
+ * \param[in]      fname     filename
+ * \param[in,out]  poffset   set offset to 0 for first image
+ * \return  pix, or NULL on error or if previous call returned the last image
+ *
+ * 
+ * Notes:
+ *      (1) This allows overhead for traversal of a multipage tiff file
+ *          to be linear in the number of images.  This will also work
+ *          with a singlepage tiff file.
+ *      (2) No TIFF internal data structures are exposed to the caller
+ *          (thanks to Jeff Breidenbach).
+ *      (3) offset is the byte offset of a particular image in a multipage
+ *          tiff file. To get the first image in the file, input the
+ *          special offset value of 0.
+ *      (4) The offset is updated to point to the next image, for a
+ *          subsequent call.
+ *      (5) On the last image, the offset returned is 0.  Exit the loop
+ *          when the returned offset is 0.
+ *      (6) For reading a multipage tiff from a memory buffer, see
+ *            pixReadMemFromMultipageTiff()
+ *      (7) Example usage for reading all the images in the tif file:
+ *            size_t offset = 0;
+ *            do {
+ *                Pix *pix = pixReadFromMultipageTiff(filename, &offset);
+ *                // do something with pix
+ *            } while (offset != 0);
+ * 

+ */
+PIX *
+pixReadFromMultipageTiff(const char  *fname,
+                         size_t      *poffset)
+{
+l_int32  retval;
+size_t   offset;
+PIX     *pix;
+TIFF    *tif;
+
+    PROCNAME("pixReadFromMultipageTiff");
+
+    if (!fname)
+        return (PIX *)ERROR_PTR("fname not defined", procName, NULL);
+    if (!poffset)
+        return (PIX *)ERROR_PTR("&offset not defined", procName, NULL);
+
+    if ((tif = openTiff(fname, "r")) == NULL) {
+        L_ERROR("tif open failed for %s\n", procName, fname);
+        return NULL;
+    }
+
+        /* Set ptrs in the TIFF to the beginning of the image */
+    offset = *poffset;
+    retval = (offset == 0) ? TIFFSetDirectory(tif, 0)
+                            : TIFFSetSubDirectory(tif, offset);
+    if (retval == 0) {
+        TIFFCleanup(tif);
+        return NULL;
+    }
+
+    if ((pix = pixReadFromTiffStream(tif)) == NULL) {
+        TIFFCleanup(tif);
+        return NULL;
+    }
+
+        /* Advance to the next image and return the new offset */
+    TIFFReadDirectory(tif);
+    *poffset = TIFFCurrentDirOffset(tif);
+    TIFFClose(tif);
+    return pix;
+}
+
+
+/*!
+ * \brief   pixaReadMultipageTiff()
+ *
+ * \param[in]    filename    input tiff file
+ * \return  pixa of page images, or NULL on error
+ */
+PIXA *
+pixaReadMultipageTiff(const char  *filename)
+{
+l_int32  i, npages;
+FILE    *fp;
+PIX     *pix;
+PIXA    *pixa;
+TIFF    *tif;
+
+    PROCNAME("pixaReadMultipageTiff");
+
+    if (!filename)
+        return (PIXA *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (PIXA *)ERROR_PTR("stream not opened", procName, NULL);
+    if (fileFormatIsTiff(fp)) {
+        tiffGetCount(fp, &npages);
+        L_INFO(" Tiff: %d pages\n", procName, npages);
+    } else {
+        return (PIXA *)ERROR_PTR("file not tiff", procName, NULL);
+    }
+
+    if ((tif = fopenTiff(fp, "r")) == NULL)
+        return (PIXA *)ERROR_PTR("tif not opened", procName, NULL);
+
+    pixa = pixaCreate(npages);
+    pix = NULL;
+    for (i = 0; i < npages; i++) {
+        if ((pix = pixReadFromTiffStream(tif)) != NULL) {
+            pixaAddPix(pixa, pix, L_INSERT);
+        } else {
+            L_WARNING("pix not read for page %d\n", procName, i);
+        }
+
+            /* Advance to the next directory (i.e., the next image) */
+        if (TIFFReadDirectory(tif) == 0)
+            break;
+    }
+
+    fclose(fp);
+    TIFFCleanup(tif);
+    return pixa;
+}
+
+
+/*!
+ * \brief   pixaWriteMultipageTiff()
+ *
+ * \param[in]    fname      input tiff file
+ * \param[in]    pixa       any depth; colormap will be removed
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The tiff directory overhead is O(n^2).  I have not been
+ *          able to reduce it to O(n).  The overhead for n = 2000 is
+ *          about 1 second.
+ * 

+ */
+l_ok
+pixaWriteMultipageTiff(const char  *fname,
+                       PIXA        *pixa)
+{
+const char  *modestr;
+l_int32      i, n;
+PIX         *pix1;
+
+    PROCNAME("pixaWriteMultipageTiff");
+
+    if (!fname)
+        return ERROR_INT("fname not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        modestr = (i == 0) ? "w" : "a";
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        if (pixGetDepth(pix1) == 1)
+            pixWriteTiff(fname, pix1, IFF_TIFF_G4, modestr);
+        else
+            pixWriteTiff(fname, pix1, IFF_TIFF_ZIP, modestr);
+        pixDestroy(&pix1);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   writeMultipageTiff()
+ *
+ * \param[in]    dirin   input directory
+ * \param[in]    substr  [optional] substring filter on filenames; can be NULL
+ * \param[in]    fileout output multipage tiff file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This writes a set of image files in a directory out
+ *          as a multipage tiff file.  The images can be in any
+ *          initial file format.
+ *      (2) Images with a colormap have the colormap removed before
+ *          re-encoding as tiff.
+ *      (3) All images are encoded losslessly.  Those with 1 bpp are
+ *          encoded 'g4'.  The rest are encoded as 'zip' (flate encoding).
+ *          Because it is lossless, this is an expensive method for
+ *          saving most rgb images.
+ *      (4) The tiff directory overhead is quadratic in the number of
+ *          images.  To avoid this for very large numbers of images to be
+ *          written, apply the method used in pixaWriteMultipageTiff().
+ * 

+ */
+l_ok
+writeMultipageTiff(const char  *dirin,
+                   const char  *substr,
+                   const char  *fileout)
+{
+SARRAY  *sa;
+
+    PROCNAME("writeMultipageTiff");
+
+    if (!dirin)
+        return ERROR_INT("dirin not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+        /* Get all filtered and sorted full pathnames. */
+    sa = getSortedPathnamesInDirectory(dirin, substr, 0, 0);
+
+        /* Generate the tiff file */
+    writeMultipageTiffSA(sa, fileout);
+    sarrayDestroy(&sa);
+    return 0;
+}
+
+
+/*!
+ * \brief   writeMultipageTiffSA()
+ *
+ * \param[in]    sa       string array of full path names
+ * \param[in]    fileout  output ps file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See writeMultipageTiff()
+ * 

+ */
+l_ok
+writeMultipageTiffSA(SARRAY      *sa,
+                     const char  *fileout)
+{
+char        *fname;
+const char  *op;
+l_int32      i, nfiles, firstfile, format;
+PIX         *pix;
+
+    PROCNAME("writeMultipageTiffSA");
+
+    if (!sa)
+        return ERROR_INT("sa not defined", procName, 1);
+    if (!fileout)
+        return ERROR_INT("fileout not defined", procName, 1);
+
+    nfiles = sarrayGetCount(sa);
+    firstfile = TRUE;
+    for (i = 0; i < nfiles; i++) {
+        op = (firstfile) ? "w" : "a";
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        findFileFormat(fname, &format);
+        if (format == IFF_UNKNOWN) {
+            L_INFO("format of %s not known\n", procName, fname);
+            continue;
+        }
+
+        if ((pix = pixRead(fname)) == NULL) {
+            L_WARNING("pix not made for file: %s\n", procName, fname);
+            continue;
+        }
+        if (pixGetDepth(pix) == 1)
+            pixWriteTiff(fileout, pix, IFF_TIFF_G4, op);
+        else
+            pixWriteTiff(fileout, pix, IFF_TIFF_ZIP, op);
+        firstfile = FALSE;
+        pixDestroy(&pix);
+    }
+
+    return 0;
+}
+
+
+/*--------------------------------------------------------------*
+ *                    Print info to stream                      *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   fprintTiffInfo()
+ *
+ * \param[in]    fpout    stream for output of tag data
+ * \param[in]    tiffile  input
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+fprintTiffInfo(FILE        *fpout,
+               const char  *tiffile)
+{
+TIFF  *tif;
+
+    PROCNAME("fprintTiffInfo");
+
+    if (!tiffile)
+        return ERROR_INT("tiffile not defined", procName, 1);
+    if (!fpout)
+        return ERROR_INT("stream out not defined", procName, 1);
+
+    if ((tif = openTiff(tiffile, "rb")) == NULL)
+        return ERROR_INT("tif not open for read", procName, 1);
+
+    TIFFPrintDirectory(tif, fpout, 0);
+    TIFFClose(tif);
+
+    return 0;
+}
+
+
+/*--------------------------------------------------------------*
+ *                        Get page count                        *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   tiffGetCount()
+ *
+ * \param[in]    fp   file stream opened for read
+ * \param[out]   pn   number of images
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+tiffGetCount(FILE     *fp,
+             l_int32  *pn)
+{
+l_int32  i;
+TIFF    *tif;
+
+    PROCNAME("tiffGetCount");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!pn)
+        return ERROR_INT("&n not defined", procName, 1);
+    *pn = 0;
+
+    if ((tif = fopenTiff(fp, "r")) == NULL)
+        return ERROR_INT("tif not open for read", procName, 1);
+
+    for (i = 1; ; i++) {
+        if (TIFFReadDirectory(tif) == 0)
+            break;
+        if (i == ManyPagesInTiffFile + 1) {
+            L_WARNING("big file: more than %d pages\n", procName,
+                      ManyPagesInTiffFile);
+        }
+    }
+    *pn = i;
+    TIFFCleanup(tif);
+    return 0;
+}
+
+
+/*--------------------------------------------------------------*
+ *                   Get resolution from tif                    *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   getTiffResolution()
+ *
+ * \param[in]    fp            file stream opened for read
+ * \param[out]   pxres, pyres  resolution in ppi
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If neither resolution field is set, this is not an error;
+ *          the returned resolution values are 0 (designating 'unknown').
+ * 

+ */
+l_ok
+getTiffResolution(FILE     *fp,
+                  l_int32  *pxres,
+                  l_int32  *pyres)
+{
+TIFF  *tif;
+
+    PROCNAME("getTiffResolution");
+
+    if (!pxres || !pyres)
+        return ERROR_INT("&xres and &yres not both defined", procName, 1);
+    *pxres = *pyres = 0;
+    if (!fp)
+        return ERROR_INT("stream not opened", procName, 1);
+
+    if ((tif = fopenTiff(fp, "r")) == NULL)
+        return ERROR_INT("tif not open for read", procName, 1);
+    getTiffStreamResolution(tif, pxres, pyres);
+    TIFFCleanup(tif);
+    return 0;
+}
+
+
+/*!
+ * \brief   getTiffStreamResolution()
+ *
+ * \param[in]    tif            TIFF handle opened for read
+ * \param[out]   pxres, pyres   resolution in ppi
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If neither resolution field is set, this is not an error;
+ *          the returned resolution values are 0 (designating 'unknown').
+ * 

+ */
+static l_int32
+getTiffStreamResolution(TIFF     *tif,
+                        l_int32  *pxres,
+                        l_int32  *pyres)
+{
+l_uint16   resunit;
+l_int32    foundxres, foundyres;
+l_float32  fxres, fyres;
+
+    PROCNAME("getTiffStreamResolution");
+
+    if (!tif)
+        return ERROR_INT("tif not opened", procName, 1);
+    if (!pxres || !pyres)
+        return ERROR_INT("&xres and &yres not both defined", procName, 1);
+    *pxres = *pyres = 0;
+
+    TIFFGetFieldDefaulted(tif, TIFFTAG_RESOLUTIONUNIT, &resunit);
+    foundxres = TIFFGetField(tif, TIFFTAG_XRESOLUTION, &fxres);
+    foundyres = TIFFGetField(tif, TIFFTAG_YRESOLUTION, &fyres);
+    if (!foundxres && !foundyres) return 1;
+    if (isnan(fxres) || isnan(fyres)) return 1;
+    if (!foundxres && foundyres)
+        fxres = fyres;
+    else if (foundxres && !foundyres)
+        fyres = fxres;
+
+        /* Avoid overflow into int32; set max fxres and fyres to 5 x 10^8 */
+    if (fxres < 0 || fxres > (1L << 29) || fyres < 0 || fyres > (1L << 29))
+        return ERROR_INT("fxres and/or fyres values are invalid", procName, 1);
+
+    if (resunit == RESUNIT_CENTIMETER) {  /* convert to ppi */
+        *pxres = (l_int32)(2.54 * fxres + 0.5);
+        *pyres = (l_int32)(2.54 * fyres + 0.5);
+    } else {
+        *pxres = (l_int32)fxres;
+        *pyres = (l_int32)fyres;
+    }
+
+    return 0;
+}
+
+
+/*--------------------------------------------------------------*
+ *              Get some tiff header information                *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   readHeaderTiff()
+ *
+ * \param[in]    filename
+ * \param[in]    n          page image number: 0-based
+ * \param[out]   pw         [optional] width
+ * \param[out]   ph         [optional] height
+ * \param[out]   pbps       [optional] bits per sample -- 1, 2, 4 or 8
+ * \param[out]   pspp       [optional] samples per pixel -- 1 or 3
+ * \param[out]   pres       [optional] resolution in x dir; NULL to ignore
+ * \param[out]   pcmap      [optional] colormap exists; input NULL to ignore
+ * \param[out]   pformat    [optional] tiff format; input NULL to ignore
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is a colormap, cmap is returned as 1; else 0.
+ *      (2) If %n is equal to or greater than the number of images, returns 1.
+ * 

+ */
+l_ok
+readHeaderTiff(const char *filename,
+               l_int32     n,
+               l_int32    *pw,
+               l_int32    *ph,
+               l_int32    *pbps,
+               l_int32    *pspp,
+               l_int32    *pres,
+               l_int32    *pcmap,
+               l_int32    *pformat)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("readHeaderTiff");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (pres) *pres = 0;
+    if (pcmap) *pcmap = 0;
+    if (pformat) *pformat = 0;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!pw && !ph && !pbps && !pspp && !pres && !pcmap && !pformat)
+        return ERROR_INT("no results requested", procName, 1);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("image file not found", procName, 1);
+    ret = freadHeaderTiff(fp, n, pw, ph, pbps, pspp, pres, pcmap, pformat);
+    fclose(fp);
+    return ret;
+}
+
+
+/*!
+ * \brief   freadHeaderTiff()
+ *
+ * \param[in]    fp       file stream
+ * \param[in]    n        page image number: 0-based
+ * \param[out]   pw       [optional] width
+ * \param[out]   ph       [optional] height
+ * \param[out]   pbps     [optional] bits per sample -- 1, 2, 4 or 8
+ * \param[out]   pspp     [optional] samples per pixel -- 1 or 3
+ * \param[out]   pres     [optional] resolution in x dir; NULL to ignore
+ * \param[out]   pcmap    [optional] colormap exists; input NULL to ignore
+ * \param[out]   pformat  [optional] tiff format; input NULL to ignore
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If there is a colormap, cmap is returned as 1; else 0.
+ *      (2) If %n is equal to or greater than the number of images, returns 1.
+ * 

+ */
+l_ok
+freadHeaderTiff(FILE     *fp,
+                l_int32   n,
+                l_int32  *pw,
+                l_int32  *ph,
+                l_int32  *pbps,
+                l_int32  *pspp,
+                l_int32  *pres,
+                l_int32  *pcmap,
+                l_int32  *pformat)
+{
+l_int32  i, ret, format;
+TIFF    *tif;
+
+    PROCNAME("freadHeaderTiff");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (pres) *pres = 0;
+    if (pcmap) *pcmap = 0;
+    if (pformat) *pformat = 0;
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (n < 0)
+        return ERROR_INT("image index must be >= 0", procName, 1);
+    if (!pw && !ph && !pbps && !pspp && !pres && !pcmap && !pformat)
+        return ERROR_INT("no results requested", procName, 1);
+
+    findFileFormatStream(fp, &format);
+    if (format != IFF_TIFF &&
+        format != IFF_TIFF_G3 && format != IFF_TIFF_G4 &&
+        format != IFF_TIFF_RLE && format != IFF_TIFF_PACKBITS &&
+        format != IFF_TIFF_LZW && format != IFF_TIFF_ZIP &&
+        format != IFF_TIFF_JPEG)
+        return ERROR_INT("file not tiff format", procName, 1);
+
+    if ((tif = fopenTiff(fp, "r")) == NULL)
+        return ERROR_INT("tif not open for read", procName, 1);
+
+    for (i = 0; i < n; i++) {
+        if (TIFFReadDirectory(tif) == 0)
+            return ERROR_INT("image n not found in file", procName, 1);
+    }
+
+    ret = tiffReadHeaderTiff(tif, pw, ph, pbps, pspp, pres, pcmap, pformat);
+    TIFFCleanup(tif);
+    return ret;
+}
+
+
+/*!
+ * \brief   readHeaderMemTiff()
+ *
+ * \param[in]    cdata     const; tiff-encoded
+ * \param[in]    size      size of data
+ * \param[in]    n         page image number: 0-based
+ * \param[out]   pw        [optional] width
+ * \param[out]   ph        [optional] height
+ * \param[out]   pbps      [optional] bits per sample -- 1, 2, 4 or 8
+ * \param[out]   pspp      [optional] samples per pixel -- 1 or 3
+ * \param[out]   pres      [optional] resolution in x dir; NULL to ignore
+ * \param[out]   pcmap     [optional] colormap exists; input NULL to ignore
+ * \param[out]   pformat   [optional] tiff format; input NULL to ignore
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Use TIFFClose(); TIFFCleanup() doesn't free internal memstream.
+ * 

+ */
+l_ok
+readHeaderMemTiff(const l_uint8  *cdata,
+                  size_t          size,
+                  l_int32         n,
+                  l_int32        *pw,
+                  l_int32        *ph,
+                  l_int32        *pbps,
+                  l_int32        *pspp,
+                  l_int32        *pres,
+                  l_int32        *pcmap,
+                  l_int32        *pformat)
+{
+l_uint8  *data;
+l_int32   i, ret;
+TIFF     *tif;
+
+    PROCNAME("readHeaderMemTiff");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pbps) *pbps = 0;
+    if (pspp) *pspp = 0;
+    if (pres) *pres = 0;
+    if (pcmap) *pcmap = 0;
+    if (pformat) *pformat = 0;
+    if (!pw && !ph && !pbps && !pspp && !pres && !pcmap && !pformat)
+        return ERROR_INT("no results requested", procName, 1);
+    if (!cdata)
+        return ERROR_INT("cdata not defined", procName, 1);
+
+        /* Open a tiff stream to memory */
+    data = (l_uint8 *)cdata;  /* we're really not going to change this */
+    if ((tif = fopenTiffMemstream("tifferror", "r", &data, &size)) == NULL)
+        return ERROR_INT("tiff stream not opened", procName, 1);
+
+    for (i = 0; i < n; i++) {
+        if (TIFFReadDirectory(tif) == 0) {
+            TIFFClose(tif);
+            return ERROR_INT("image n not found in file", procName, 1);
+        }
+    }
+
+    ret = tiffReadHeaderTiff(tif, pw, ph, pbps, pspp, pres, pcmap, pformat);
+    TIFFClose(tif);
+    return ret;
+}
+
+
+/*!
+ * \brief   tiffReadHeaderTiff()
+ *
+ * \param[in]    tif
+ * \param[out]   pw        [optional] width
+ * \param[out]   ph        [optional] height
+ * \param[out]   pbps      [optional] bits per sample -- 1, 2, 4 or 8
+ * \param[out]   pspp      [optional] samples per pixel -- 1 or 3
+ * \param[out]   pres      [optional] resolution in x dir; NULL to ignore
+ * \param[out]   pcmap     [optional] cmap exists; input NULL to ignore
+ * \param[out]   pformat   [optional] tiff format; input NULL to ignore
+ * \return  0 if OK, 1 on error
+ */
+static l_int32
+tiffReadHeaderTiff(TIFF     *tif,
+                   l_int32  *pw,
+                   l_int32  *ph,
+                   l_int32  *pbps,
+                   l_int32  *pspp,
+                   l_int32  *pres,
+                   l_int32  *pcmap,
+                   l_int32  *pformat)
+{
+l_uint16   tiffcomp;
+l_uint16   bps, spp;
+l_uint16  *rmap, *gmap, *bmap;
+l_int32    xres, yres;
+l_uint32   w, h;
+
+    PROCNAME("tiffReadHeaderTiff");
+
+    if (!tif)
+        return ERROR_INT("tif not opened", procName, 1);
+
+    TIFFGetField(tif, TIFFTAG_IMAGEWIDTH, &w);
+    TIFFGetField(tif, TIFFTAG_IMAGELENGTH, &h);
+    TIFFGetFieldDefaulted(tif, TIFFTAG_BITSPERSAMPLE, &bps);
+    TIFFGetFieldDefaulted(tif, TIFFTAG_SAMPLESPERPIXEL, &spp);
+    if (w < 1 || h < 1)
+        return ERROR_INT("tif w and h not both > 0", procName, 1);
+    if (bps != 1 && bps != 2 && bps != 4 && bps != 8 && bps > 16)
+        return ERROR_INT("bps not in set {1,2,4,8,16}", procName, 1);
+    if (spp != 1 && spp != 2 && spp != 3 && spp != 4)
+        return ERROR_INT("spp not in set {1,2,3,4}", procName, 1);
+    if (pw) *pw = w;
+    if (ph) *ph = h;
+    if (pbps) *pbps = bps;
+    if (pspp) *pspp = spp;
+    if (pres) {
+        *pres = 300;  /* default ppi */
+        if (getTiffStreamResolution(tif, &xres, &yres) == 0)
+            *pres = (l_int32)xres;
+    }
+    if (pcmap) {
+        *pcmap = 0;
+        if (TIFFGetField(tif, TIFFTAG_COLORMAP, &rmap, &gmap, &bmap))
+            *pcmap = 1;
+    }
+    if (pformat) {
+        TIFFGetFieldDefaulted(tif, TIFFTAG_COMPRESSION, &tiffcomp);
+        *pformat = getTiffCompressedFormat(tiffcomp);
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   findTiffCompression()
+ *
+ * \param[in]    fp         file stream; must be rewound to BOF
+ * \param[out]   pcomptype  compression type
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned compression type is that defined in
+ *          the enum in imageio.h.  It is not the tiff flag value.
+ *      (2) The compression type is initialized to IFF_UNKNOWN.
+ *          If it is not one of the specified types, the returned
+ *          type is IFF_TIFF, which indicates no compression.
+ *      (3) When this function is called, the stream must be at BOF.
+ *          If the opened stream is to be used again to read the
+ *          file, it must be rewound to BOF after calling this function.
+ * 

+ */
+l_ok
+findTiffCompression(FILE     *fp,
+                    l_int32  *pcomptype)
+{
+l_uint16  tiffcomp;
+TIFF     *tif;
+
+    PROCNAME("findTiffCompression");
+
+    if (!pcomptype)
+        return ERROR_INT("&comptype not defined", procName, 1);
+    *pcomptype = IFF_UNKNOWN;  /* init */
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+
+    if ((tif = fopenTiff(fp, "r")) == NULL)
+        return ERROR_INT("tif not opened", procName, 1);
+    TIFFGetFieldDefaulted(tif, TIFFTAG_COMPRESSION, &tiffcomp);
+    *pcomptype = getTiffCompressedFormat(tiffcomp);
+    TIFFCleanup(tif);
+    return 0;
+}
+
+
+/*!
+ * \brief   getTiffCompressedFormat()
+ *
+ * \param[in]    tiffcomp    defined in tiff.h
+ * \return  compression format defined in imageio.h
+ *
+ * 
+ * Notes:
+ *      (1) The input must be the actual tiff compression type
+ *          returned by a tiff library call.  It should always be
+ *          a valid tiff type.
+ *      (2) The return type is defined in the enum in imageio.h.
+ * 

+ */
+static l_int32
+getTiffCompressedFormat(l_uint16  tiffcomp)
+{
+l_int32  comptype;
+
+    switch (tiffcomp)
+    {
+    case COMPRESSION_CCITTFAX4:
+        comptype = IFF_TIFF_G4;
+        break;
+    case COMPRESSION_CCITTFAX3:
+        comptype = IFF_TIFF_G3;
+        break;
+    case COMPRESSION_CCITTRLE:
+        comptype = IFF_TIFF_RLE;
+        break;
+    case COMPRESSION_PACKBITS:
+        comptype = IFF_TIFF_PACKBITS;
+        break;
+    case COMPRESSION_LZW:
+        comptype = IFF_TIFF_LZW;
+        break;
+    case COMPRESSION_ADOBE_DEFLATE:
+        comptype = IFF_TIFF_ZIP;
+        break;
+    case COMPRESSION_JPEG:
+        comptype = IFF_TIFF_JPEG;
+        break;
+    default:
+        comptype = IFF_TIFF;
+        break;
+    }
+    return comptype;
+}
+
+
+/*--------------------------------------------------------------*
+ *                   Extraction of tiff g4 data                 *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   extractG4DataFromFile()
+ *
+ * \param[in]    filein
+ * \param[out]   pdata         binary data of ccitt g4 encoded stream
+ * \param[out]   pnbytes       size of binary data
+ * \param[out]   pw            [optional] image width
+ * \param[out]   ph            [optional] image height
+ * \param[out]   pminisblack   [optional] boolean
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+extractG4DataFromFile(const char  *filein,
+                      l_uint8    **pdata,
+                      size_t      *pnbytes,
+                      l_int32     *pw,
+                      l_int32     *ph,
+                      l_int32     *pminisblack)
+{
+l_uint8  *inarray, *data;
+l_uint16  minisblack, comptype;  /* accessors require l_uint16 */
+l_int32   istiff;
+l_uint32  w, h, rowsperstrip;  /* accessors require l_uint32 */
+l_uint32  diroff;
+size_t    fbytes, nbytes;
+FILE     *fpin;
+TIFF     *tif;
+
+    PROCNAME("extractG4DataFromFile");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    if (!pnbytes)
+        return ERROR_INT("&nbytes not defined", procName, 1);
+    if (!pw && !ph && !pminisblack)
+        return ERROR_INT("no output data requested", procName, 1);
+    *pdata = NULL;
+    *pnbytes = 0;
+
+    if ((fpin = fopenReadStream(filein)) == NULL)
+        return ERROR_INT("stream not opened to file", procName, 1);
+    istiff = fileFormatIsTiff(fpin);
+    fclose(fpin);
+    if (!istiff)
+        return ERROR_INT("filein not tiff", procName, 1);
+
+    if ((inarray = l_binaryRead(filein, &fbytes)) == NULL)
+        return ERROR_INT("inarray not made", procName, 1);
+
+        /* Get metadata about the image */
+    if ((tif = openTiff(filein, "rb")) == NULL) {
+        LEPT_FREE(inarray);
+        return ERROR_INT("tif not open for read", procName, 1);
+    }
+    TIFFGetField(tif, TIFFTAG_COMPRESSION, &comptype);
+    if (comptype != COMPRESSION_CCITTFAX4) {
+        LEPT_FREE(inarray);
+        TIFFClose(tif);
+        return ERROR_INT("filein is not g4 compressed", procName, 1);
+    }
+
+    TIFFGetField(tif, TIFFTAG_IMAGEWIDTH, &w);
+    TIFFGetField(tif, TIFFTAG_IMAGELENGTH, &h);
+    TIFFGetField(tif, TIFFTAG_ROWSPERSTRIP, &rowsperstrip);
+    if (h != rowsperstrip)
+        L_WARNING("more than 1 strip\n", procName);
+    TIFFGetField(tif, TIFFTAG_PHOTOMETRIC, &minisblack);  /* for 1 bpp */
+/*    TIFFPrintDirectory(tif, stderr, 0); */
+    TIFFClose(tif);
+    if (pw) *pw = (l_int32)w;
+    if (ph) *ph = (l_int32)h;
+    if (pminisblack) *pminisblack = (l_int32)minisblack;
+
+        /* The header has 8 bytes: the first 2 are the magic number,
+         * the next 2 are the version, and the last 4 are the
+         * offset to the first directory.  That's what we want here.
+         * We have to test the byte order before decoding 4 bytes! */
+    if (inarray[0] == 0x4d) {  /* big-endian */
+        diroff = (inarray[4] << 24) | (inarray[5] << 16) |
+                 (inarray[6] << 8) | inarray[7];
+    } else  {   /* inarray[0] == 0x49 :  little-endian */
+        diroff = (inarray[7] << 24) | (inarray[6] << 16) |
+                 (inarray[5] << 8) | inarray[4];
+    }
+/*    fprintf(stderr, " diroff = %d, %x\n", diroff, diroff); */
+
+        /* Extract the ccittg4 encoded data from the tiff file.
+         * We skip the 8 byte header and take nbytes of data,
+         * up to the beginning of the directory (at diroff)  */
+    nbytes = diroff - 8;
+    *pnbytes = nbytes;
+    if ((data = (l_uint8 *)LEPT_CALLOC(nbytes, sizeof(l_uint8))) == NULL) {
+        LEPT_FREE(inarray);
+        return ERROR_INT("data not allocated", procName, 1);
+    }
+    *pdata = data;
+    memcpy(data, inarray + 8, nbytes);
+    LEPT_FREE(inarray);
+
+    return 0;
+}
+
+
+/*--------------------------------------------------------------*
+ *               Open tiff stream from file stream              *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   fopenTiff()
+ *
+ * \param[in]    fp           file stream
+ * \param[in]    modestring   "r", "w", ...
+ * \return  tiff data structure, opened for a file descriptor
+ *
+ * 
+ * Notes:
+ *      (1) Why is this here?  Leffler did not provide a function that
+ *          takes a stream and gives a TIFF.  He only gave one that
+ *          generates a TIFF starting with a file descriptor.  So we
+ *          need to make it here, because it is useful to have functions
+ *          that take a stream as input.
+ *      (2) We use TIFFClientOpen() together with a set of static wrapper
+ *          functions which map TIFF read, write, seek, close and size.
+ *          to functions expecting a cookie of type stream (i.e. FILE *).
+ *          This implementation was contributed by Jürgen Buchmüller.
+ * 

+ */
+static TIFF *
+fopenTiff(FILE        *fp,
+          const char  *modestring)
+{
+    PROCNAME("fopenTiff");
+
+    if (!fp)
+        return (TIFF *)ERROR_PTR("stream not opened", procName, NULL);
+    if (!modestring)
+        return (TIFF *)ERROR_PTR("modestring not defined", procName, NULL);
+
+    TIFFSetWarningHandler(NULL);  /* disable warnings */
+    TIFFSetErrorHandler(NULL);  /* disable error messages */
+
+    fseek(fp, 0, SEEK_SET);
+    return TIFFClientOpen("TIFFstream", modestring, (thandle_t)fp,
+                          lept_read_proc, lept_write_proc, lept_seek_proc,
+                          lept_close_proc, lept_size_proc, NULL, NULL);
+}
+
+
+/*--------------------------------------------------------------*
+ *                      Wrapper for TIFFOpen                    *
+ *--------------------------------------------------------------*/
+/*!
+ * \brief   openTiff()
+ *
+ * \param[in]    filename
+ * \param[in]    modestring   "r", "w", ...
+ * \return  tiff data structure
+ *
+ * 
+ * Notes:
+ *      (1) This handles multi-platform file naming.
+ * 

+ */
+static TIFF *
+openTiff(const char  *filename,
+         const char  *modestring)
+{
+char  *fname;
+TIFF  *tif;
+
+    PROCNAME("openTiff");
+
+    if (!filename)
+        return (TIFF *)ERROR_PTR("filename not defined", procName, NULL);
+    if (!modestring)
+        return (TIFF *)ERROR_PTR("modestring not defined", procName, NULL);
+
+    TIFFSetWarningHandler(NULL);  /* disable warnings */
+    TIFFSetErrorHandler(NULL);  /* disable error messages */
+
+    fname = genPathname(filename, NULL);
+    tif = TIFFOpen(fname, modestring);
+    LEPT_FREE(fname);
+    return tif;
+}
+
+
+/*----------------------------------------------------------------------*
+ *     Memory I/O: reading memory --> pix and writing pix --> memory    *
+ *----------------------------------------------------------------------*/
+/*  It would be nice to use open_memstream() and fmemopen()
+ *  for writing and reading to memory, rsp.  These functions manage
+ *  memory for writes and reads that use a file streams interface.
+ *  Unfortunately, the tiff library only has an interface for reading
+ *  and writing to file descriptors, not to file streams.  The tiff
+ *  library procedure is to open a "tiff stream" and read/write to it.
+ *  The library provides a client interface for managing the I/O
+ *  from memory, which requires seven callbacks.  See the TIFFClientOpen
+ *  man page for callback signatures.  Adam Langley provided the code
+ *  to do this.  */
+
+/*!
+ * \brief   Memory stream buffer used with TIFFClientOpen()
+ *
+ *  The L_Memstram %buffer has different functions in writing and reading.
+ *
+ *     * In reading, it is assigned to the data and read from as
+ *       the tiff library uncompresses the data and generates the pix.
+ *       The %offset points to the current read position in the data,
+ *       and the %hw always gives the number of bytes of data.
+ *       The %outdata and %outsize ptrs are not used.
+ *       When finished, tiffCloseCallback() simply frees the L_Memstream.
+ *
+ *     * In writing, it accepts the data that the tiff library
+ *       produces when a pix is compressed.  the buffer points to a
+ *       malloced area of %bufsize bytes.  The current writing position
+ *       in the buffer is %offset and the most ever written is %hw.
+ *       The buffer is expanded as necessary.  When finished,
+ *       tiffCloseCallback() assigns the %outdata and %outsize ptrs
+ *       to the %buffer and %bufsize results, and frees the L_Memstream.
+ */
+struct L_Memstream
+{
+    l_uint8   *buffer;    /* expands to hold data when written to;         */
+                          /* fixed size when read from.                    */
+    size_t     bufsize;   /* current size allocated when written to;       */
+                          /* fixed size of input data when read from.      */
+    size_t     offset;    /* byte offset from beginning of buffer.         */
+    size_t     hw;        /* high-water mark; max bytes in buffer.         */
+    l_uint8  **poutdata;  /* input param for writing; data goes here.      */
+    size_t    *poutsize;  /* input param for writing; data size goes here. */
+};
+typedef struct L_Memstream  L_MEMSTREAM;
+
+
+    /* These are static functions for memory I/O */
+static L_MEMSTREAM *memstreamCreateForRead(l_uint8 *indata, size_t pinsize);
+static L_MEMSTREAM *memstreamCreateForWrite(l_uint8 **poutdata,
+                                            size_t *poutsize);
+static tsize_t tiffReadCallback(thandle_t handle, tdata_t data, tsize_t length);
+static tsize_t tiffWriteCallback(thandle_t handle, tdata_t data,
+                                 tsize_t length);
+static toff_t tiffSeekCallback(thandle_t handle, toff_t offset, l_int32 whence);
+static l_int32 tiffCloseCallback(thandle_t handle);
+static toff_t tiffSizeCallback(thandle_t handle);
+static l_int32 tiffMapCallback(thandle_t handle, tdata_t *data, toff_t *length);
+static void tiffUnmapCallback(thandle_t handle, tdata_t data, toff_t length);
+
+
+static L_MEMSTREAM *
+memstreamCreateForRead(l_uint8  *indata,
+                       size_t    insize)
+{
+L_MEMSTREAM  *mstream;
+
+    mstream = (L_MEMSTREAM *)LEPT_CALLOC(1, sizeof(L_MEMSTREAM));
+    mstream->buffer = indata;   /* handle to input data array */
+    mstream->bufsize = insize;  /* amount of input data */
+    mstream->hw = insize;       /* high-water mark fixed at input data size */
+    mstream->offset = 0;        /* offset always starts at 0 */
+    return mstream;
+}
+
+
+static L_MEMSTREAM *
+memstreamCreateForWrite(l_uint8  **poutdata,
+                        size_t    *poutsize)
+{
+L_MEMSTREAM  *mstream;
+
+    mstream = (L_MEMSTREAM *)LEPT_CALLOC(1, sizeof(L_MEMSTREAM));
+    mstream->buffer = (l_uint8 *)LEPT_CALLOC(8 * 1024, 1);
+    mstream->bufsize = 8 * 1024;
+    mstream->poutdata = poutdata;  /* used only at end of write */
+    mstream->poutsize = poutsize;  /* ditto  */
+    mstream->hw = mstream->offset = 0;
+    return mstream;
+}
+
+
+static tsize_t
+tiffReadCallback(thandle_t  handle,
+                 tdata_t    data,
+                 tsize_t    length)
+{
+L_MEMSTREAM  *mstream;
+size_t        amount;
+
+    mstream = (L_MEMSTREAM *)handle;
+    amount = L_MIN((size_t)length, mstream->hw - mstream->offset);
+
+        /* Fuzzed files can create this condition! */
+    if (mstream->offset + amount < amount ||  /* overflow */
+        mstream->offset + amount > mstream->hw) {
+        fprintf(stderr, "Bad file: amount too big: %zu\n", amount);
+        return 0;
+    }
+
+    memcpy(data, mstream->buffer + mstream->offset, amount);
+    mstream->offset += amount;
+    return amount;
+}
+
+
+static tsize_t
+tiffWriteCallback(thandle_t  handle,
+                  tdata_t    data,
+                  tsize_t    length)
+{
+L_MEMSTREAM  *mstream;
+size_t        newsize;
+
+        /* reallocNew() uses calloc to initialize the array.
+         * If malloc is used instead, for some of the encoding methods,
+         * not all the data in 'bufsize' bytes in the buffer will
+         * have been initialized by the end of the compression. */
+    mstream = (L_MEMSTREAM *)handle;
+    if (mstream->offset + length > mstream->bufsize) {
+        newsize = 2 * (mstream->offset + length);
+        mstream->buffer = (l_uint8 *)reallocNew((void **)&mstream->buffer,
+                                                mstream->hw, newsize);
+        mstream->bufsize = newsize;
+    }
+
+    memcpy(mstream->buffer + mstream->offset, data, length);
+    mstream->offset += length;
+    mstream->hw = L_MAX(mstream->offset, mstream->hw);
+    return length;
+}
+
+
+static toff_t
+tiffSeekCallback(thandle_t  handle,
+                 toff_t     offset,
+                 l_int32    whence)
+{
+L_MEMSTREAM  *mstream;
+
+    PROCNAME("tiffSeekCallback");
+    mstream = (L_MEMSTREAM *)handle;
+    switch (whence) {
+        case SEEK_SET:
+/*            fprintf(stderr, "seek_set: offset = %d\n", offset); */
+            if((size_t)offset != offset) {  /* size_t overflow on uint32 */
+                return (toff_t)ERROR_INT("too large offset value", procName, 1);
+            }
+            mstream->offset = offset;
+            break;
+        case SEEK_CUR:
+/*            fprintf(stderr, "seek_cur: offset = %d\n", offset); */
+            mstream->offset += offset;
+            break;
+        case SEEK_END:
+/*            fprintf(stderr, "seek end: hw = %d, offset = %d\n",
+                    mstream->hw, offset); */
+            mstream->offset = mstream->hw - offset;  /* offset >= 0 */
+            break;
+        default:
+            return (toff_t)ERROR_INT("bad whence value", procName,
+                                     mstream->offset);
+    }
+
+    return mstream->offset;
+}
+
+
+static l_int32
+tiffCloseCallback(thandle_t  handle)
+{
+L_MEMSTREAM  *mstream;
+
+    mstream = (L_MEMSTREAM *)handle;
+    if (mstream->poutdata) {   /* writing: save the output data */
+        *mstream->poutdata = mstream->buffer;
+        *mstream->poutsize = mstream->hw;
+    }
+    LEPT_FREE(mstream);  /* never free the buffer! */
+    return 0;
+}
+
+
+static toff_t
+tiffSizeCallback(thandle_t  handle)
+{
+L_MEMSTREAM  *mstream;
+
+    mstream = (L_MEMSTREAM *)handle;
+    return mstream->hw;
+}
+
+
+static l_int32
+tiffMapCallback(thandle_t  handle,
+                tdata_t   *data,
+                toff_t    *length)
+{
+L_MEMSTREAM  *mstream;
+
+    mstream = (L_MEMSTREAM *)handle;
+    *data = mstream->buffer;
+    *length = mstream->hw;
+    return 0;
+}
+
+
+static void
+tiffUnmapCallback(thandle_t  handle,
+                  tdata_t    data,
+                  toff_t     length)
+{
+    return;
+}
+
+
+/*!
+ * \brief   fopenTiffMemstream()
+ *
+ * \param[in]    filename    for error output; can be ""
+ * \param[in]    operation   "w" for write, "r" for read
+ * \param[out]   pdata       written data
+ * \param[out]   pdatasize   size of written data
+ * \return  tiff data structure, opened for write to memory
+ *
+ * 
+ * Notes:
+ *      (1) This wraps up a number of callbacks for either:
+ *            * reading from tiff in memory buffer --> pix
+ *            * writing from pix --> tiff in memory buffer
+ *      (2) After use, the memstream is automatically destroyed when
+ *          TIFFClose() is called.  TIFFCleanup() doesn't free the memstream.
+ *      (3) This does not work in append mode, and in write mode it
+ *          does not append.
+ * 

+ */
+static TIFF *
+fopenTiffMemstream(const char  *filename,
+                   const char  *operation,
+                   l_uint8    **pdata,
+                   size_t      *pdatasize)
+{
+L_MEMSTREAM  *mstream;
+TIFF         *tif;
+
+    PROCNAME("fopenTiffMemstream");
+
+    if (!filename)
+        return (TIFF *)ERROR_PTR("filename not defined", procName, NULL);
+    if (!operation)
+        return (TIFF *)ERROR_PTR("operation not defined", procName, NULL);
+    if (!pdata)
+        return (TIFF *)ERROR_PTR("&data not defined", procName, NULL);
+    if (!pdatasize)
+        return (TIFF *)ERROR_PTR("&datasize not defined", procName, NULL);
+    if (strcmp(operation, "r") && strcmp(operation, "w"))
+        return (TIFF *)ERROR_PTR("op not 'r' or 'w'", procName, NULL);
+
+    if (!strcmp(operation, "r"))
+        mstream = memstreamCreateForRead(*pdata, *pdatasize);
+    else
+        mstream = memstreamCreateForWrite(pdata, pdatasize);
+
+    TIFFSetWarningHandler(NULL);  /* disable warnings */
+    TIFFSetErrorHandler(NULL);  /* disable error messages */
+
+    tif = TIFFClientOpen(filename, operation, (thandle_t)mstream,
+                         tiffReadCallback, tiffWriteCallback,
+                         tiffSeekCallback, tiffCloseCallback,
+                         tiffSizeCallback, tiffMapCallback,
+                         tiffUnmapCallback);
+    if (!tif)
+        LEPT_FREE(mstream);
+    return tif;
+}
+
+
+/*!
+ * \brief   pixReadMemTiff()
+ *
+ * \param[in]    cdata    const; tiff-encoded
+ * \param[in]    size     size of cdata
+ * \param[in]    n        page image number: 0-based
+ * \return  pix, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a version of pixReadTiff(), where the data is read
+ *          from a memory buffer and uncompressed.
+ *      (2) Use TIFFClose(); TIFFCleanup() doesn't free internal memstream.
+ *      (3) No warning messages on failure, because of how multi-page
+ *          TIFF reading works. You are supposed to keep trying until
+ *          it stops working.
+ *      (4) Tiff directory overhead is linear in the input page number.
+ *          If reading many images, use pixReadMemFromMultipageTiff().
+ * 

+ */
+PIX *
+pixReadMemTiff(const l_uint8  *cdata,
+               size_t          size,
+               l_int32         n)
+{
+l_uint8  *data;
+l_int32   i;
+PIX      *pix;
+TIFF     *tif;
+
+    PROCNAME("pixReadMemTiff");
+
+    if (!cdata)
+        return (PIX *)ERROR_PTR("cdata not defined", procName, NULL);
+
+    data = (l_uint8 *)cdata;  /* we're really not going to change this */
+    if ((tif = fopenTiffMemstream("tifferror", "r", &data, &size)) == NULL)
+        return (PIX *)ERROR_PTR("tiff stream not opened", procName, NULL);
+
+    pix = NULL;
+    for (i = 0; ; i++) {
+        if (i == n) {
+            if ((pix = pixReadFromTiffStream(tif)) == NULL) {
+                TIFFClose(tif);
+                return NULL;
+            }
+            pixSetInputFormat(pix, IFF_TIFF);
+            break;
+        }
+        if (TIFFReadDirectory(tif) == 0)
+            break;
+        if (i == ManyPagesInTiffFile + 1) {
+            L_WARNING("big file: more than %d pages\n", procName,
+                      ManyPagesInTiffFile);
+        }
+    }
+
+    TIFFClose(tif);
+    return pix;
+}
+
+
+/*!
+ * \brief   pixReadMemFromMultipageTiff()
+ *
+ * \param[in]    cdata      const; tiff-encoded
+ * \param[in]    size       size of cdata
+ * \param[in,out]  poffset  set offset to 0 for first image
+ * \return  pix, or NULL on error or if previous call returned the last image
+ *
+ * 
+ * Notes:
+ *      (1) This is a read-from-memory version of pixReadFromMultipageTiff().
+ *          See that function for usage.
+ *      (2) If reading sequentially from the tiff data, this is more
+ *          efficient than pixReadMemTiff(), which has an overhead
+ *          proportional to the image index n.
+ *      (3) Example usage for reading all the images:
+ *            size_t offset = 0;
+ *            do {
+ *                Pix *pix = pixReadMemFromMultipageTiff(data, size, &offset);
+ *                // do something with pix
+ *            } while (offset != 0);
+ * 

+ */
+PIX *
+pixReadMemFromMultipageTiff(const l_uint8  *cdata,
+                            size_t          size,
+                            size_t         *poffset)
+{
+l_uint8  *data;
+l_int32   retval;
+size_t    offset;
+PIX      *pix;
+TIFF     *tif;
+
+    PROCNAME("pixReadMemFromMultipageTiff");
+
+    if (!cdata)
+        return (PIX *)ERROR_PTR("cdata not defined", procName, NULL);
+    if (!poffset)
+        return (PIX *)ERROR_PTR("&offset not defined", procName, NULL);
+
+    data = (l_uint8 *)cdata;  /* we're really not going to change this */
+    if ((tif = fopenTiffMemstream("tifferror", "r", &data, &size)) == NULL)
+        return (PIX *)ERROR_PTR("tiff stream not opened", procName, NULL);
+
+        /* Set ptrs in the TIFF to the beginning of the image */
+    offset = *poffset;
+    retval = (offset == 0) ? TIFFSetDirectory(tif, 0)
+                           : TIFFSetSubDirectory(tif, offset);
+    if (retval == 0) {
+        TIFFClose(tif);
+        return NULL;
+    }
+
+    if ((pix = pixReadFromTiffStream(tif)) == NULL) {
+        TIFFClose(tif);
+        return NULL;
+    }
+
+        /* Advance to the next image and return the new offset */
+    TIFFReadDirectory(tif);
+    *poffset = TIFFCurrentDirOffset(tif);
+    TIFFClose(tif);
+    return pix;
+}
+
+
+/*!
+ * \brief   pixaReadMemMultipageTiff()
+ *
+ * \param[in]    data    const; multiple pages; tiff-encoded
+ * \param[in]    size    size of cdata
+ * \return  pixa, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is an O(n) read-from-memory version of pixaReadMultipageTiff().
+ * 

+ */
+PIXA *
+pixaReadMemMultipageTiff(const l_uint8  *data,
+                         size_t          size)
+{
+size_t  offset;
+PIX    *pix;
+PIXA   *pixa;
+
+    PROCNAME("pixaReadMemMultipageTiff");
+
+    if (!data)
+        return (PIXA *)ERROR_PTR("data not defined", procName, NULL);
+
+    offset = 0;
+    pixa = pixaCreate(0);
+    do {
+        pix = pixReadMemFromMultipageTiff(data, size, &offset);
+        pixaAddPix(pixa, pix, L_INSERT);
+    } while (offset != 0);
+    return pixa;
+}
+
+
+/*!
+ * \brief   pixaWriteMemMultipageTiff()
+ *
+ * \param[out]    pdata   const; tiff-encoded
+ * \param[out]    psize   size of data
+ * \param[in]     pixa    any depth; colormap will be removed
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) fopenTiffMemstream() does not work in append mode, so we
+ *          must work-around with a temporary file.
+ *      (2) Getting a file stream from
+ *            open_memstream((char **)pdata, psize)
+ *          does not work with the tiff directory.
+ * 

+ */
+l_ok
+pixaWriteMemMultipageTiff(l_uint8  **pdata,
+                          size_t    *psize,
+                          PIXA      *pixa)
+{
+const char  *modestr;
+l_int32      i, n;
+FILE        *fp;
+PIX         *pix1;
+
+    PROCNAME("pixaWriteMemMultipageTiff");
+
+    if (pdata) *pdata = NULL;
+    if (!pdata)
+        return ERROR_INT("pdata not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+#ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+#else
+    if ((fp = tmpfile()) == NULL)
+        return ERROR_INT("tmpfile stream not opened", procName, 1);
+#endif  /* _WIN32 */
+
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        modestr = (i == 0) ? "w" : "a";
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        if (pixGetDepth(pix1) == 1)
+            pixWriteStreamTiffWA(fp, pix1, IFF_TIFF_G4, modestr);
+        else
+            pixWriteStreamTiffWA(fp, pix1, IFF_TIFF_ZIP, modestr);
+        pixDestroy(&pix1);
+    }
+
+    rewind(fp);
+    *pdata = l_binaryReadStream(fp, psize);
+    fclose(fp);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteMemTiff()
+ *
+ * \param[out]   pdata     data of tiff compressed image
+ * \param[out]   psize     size of returned data
+ * \param[in]    pix
+ * \param[in]    comptype  IFF_TIFF, IFF_TIFF_RLE, IFF_TIFF_PACKBITS,
+ *                         IFF_TIFF_G3, IFF_TIFF_G4,
+ *                         IFF_TIFF_LZW, IFF_TIFF_ZIP, IFF_TIFF_JPEG
+ * \return  0 if OK, 1 on error
+ *
+ *  Usage:
+ *      1) See pixWriteTiff(.  This version writes to
+ *          memory instead of to a file.
+ */
+l_ok
+pixWriteMemTiff(l_uint8  **pdata,
+                size_t    *psize,
+                PIX       *pix,
+                l_int32    comptype)
+{
+    return pixWriteMemTiffCustom(pdata, psize, pix, comptype,
+                                 NULL, NULL, NULL, NULL);
+}
+
+
+/*!
+ * \brief   pixWriteMemTiffCustom()
+ *
+ * \param[out]   pdata     data of tiff compressed image
+ * \param[out]   psize     size of returned data
+ * \param[in]    pix
+ * \param[in]    comptype  IFF_TIFF, IFF_TIFF_RLE, IFF_TIFF_PACKBITS,
+ *                         IFF_TIFF_G3, IFF_TIFF_G4,
+ *                         IFF_TIFF_LZW, IFF_TIFF_ZIP, IFF_TIFF_JPEG
+ * \param[in]    natags    [optional] NUMA of custom tiff tags
+ * \param[in]    savals    [optional] SARRAY of values
+ * \param[in]    satypes   [optional] SARRAY of types
+ * \param[in]    nasizes   [optional] NUMA of sizes
+ * \return  0 if OK, 1 on error
+ *
+ *  Usage:
+ *      1) See pixWriteTiffCustom(.  This version writes to
+ *          memory instead of to a file.
+ *      2) Use TIFFClose(); TIFFCleanup( doesn't free internal memstream.
+ */
+l_ok
+pixWriteMemTiffCustom(l_uint8  **pdata,
+                      size_t    *psize,
+                      PIX       *pix,
+                      l_int32    comptype,
+                      NUMA      *natags,
+                      SARRAY    *savals,
+                      SARRAY    *satypes,
+                      NUMA      *nasizes)
+{
+l_int32  ret;
+TIFF    *tif;
+
+    PROCNAME("pixWriteMemTiffCustom");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1);
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("&pix not defined", procName, 1);
+    if (pixGetDepth(pix) != 1 && comptype != IFF_TIFF &&
+        comptype != IFF_TIFF_LZW && comptype != IFF_TIFF_ZIP &&
+        comptype != IFF_TIFF_JPEG) {
+        L_WARNING("invalid compression type for bpp > 1\n", procName);
+        comptype = IFF_TIFF_ZIP;
+    }
+
+    if ((tif = fopenTiffMemstream("tifferror", "w", pdata, psize)) == NULL)
+        return ERROR_INT("tiff stream not opened", procName, 1);
+    ret = pixWriteToTiffStream(tif, pix, comptype, natags, savals,
+                               satypes, nasizes);
+
+    TIFFClose(tif);
+    return ret;
+}
+
+/* --------------------------------------------*/
+#endif  /* HAVE_LIBTIFF */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/tiffiostub.c b/3rdparty/hgOCR/leptonica/tiffiostub.c
new file mode 100644
index 00000000..647df65e
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/tiffiostub.c
@@ -0,0 +1,242 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file tiffiostub.c
+ * 
+ *
+ *     Stubs for tiffio.c functions
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !HAVE_LIBTIFF   /* defined in environ.h */
+/* --------------------------------------------*/
+
+PIX * pixReadTiff(const char *filename, l_int32 n)
+{
+    return (PIX *)ERROR_PTR("function not present", "pixReadTiff", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIX * pixReadStreamTiff(FILE *fp, l_int32 n)
+{
+    return (PIX *)ERROR_PTR("function not present", "pixReadStreamTiff", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteTiff(const char *filename, PIX *pix, l_int32 comptype,
+                  const char *modestring)
+{
+    return ERROR_INT("function not present", "pixWriteTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteTiffCustom(const char *filename, PIX *pix, l_int32 comptype,
+                        const char *modestring, NUMA *natags,
+                        SARRAY *savals, SARRAY *satypes, NUMA *nasizes)
+{
+    return ERROR_INT("function not present", "pixWriteTiffCustom", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamTiff(FILE *fp, PIX *pix, l_int32 comptype)
+{
+    return ERROR_INT("function not present", "pixWriteStreamTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamTiffWA(FILE *fp, PIX *pix, l_int32 comptype,
+                          const char *modestr)
+{
+    return ERROR_INT("function not present", "pixWriteStreamTiffWA", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIX * pixReadFromMultipageTiff(const char *filename, size_t *poffset)
+{
+    return (PIX *)ERROR_PTR("function not present",
+                            "pixReadFromMultipageTiff", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIXA * pixaReadMultipageTiff(const char *filename)
+{
+    return (PIXA *)ERROR_PTR("function not present",
+                             "pixaReadMultipageTiff", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixaWriteMultipageTiff(const char *filename, PIXA *pixa)
+{
+    return ERROR_INT("function not present", "pixaWriteMultipageTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok writeMultipageTiff(const char *dirin, const char *substr,
+                        const char *fileout)
+{
+    return ERROR_INT("function not present", "writeMultipageTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok writeMultipageTiffSA(SARRAY *sa, const char *fileout)
+{
+    return ERROR_INT("function not present", "writeMultipageTiffSA", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok fprintTiffInfo(FILE *fpout, const char *tiffile)
+{
+    return ERROR_INT("function not present", "fprintTiffInfo", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok tiffGetCount(FILE *fp, l_int32 *pn)
+{
+    return ERROR_INT("function not present", "tiffGetCount", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok getTiffResolution(FILE *fp, l_int32 *pxres, l_int32 *pyres)
+{
+    return ERROR_INT("function not present", "getTiffResolution", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderTiff(const char *filename, l_int32 n, l_int32 *pwidth,
+                    l_int32 *pheight, l_int32 *pbps, l_int32 *pspp,
+                    l_int32 *pres, l_int32 *pcmap, l_int32 *pformat)
+{
+    return ERROR_INT("function not present", "readHeaderTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok freadHeaderTiff(FILE *fp, l_int32 n, l_int32 *pwidth,
+                     l_int32 *pheight, l_int32 *pbps, l_int32 *pspp,
+                     l_int32 *pres, l_int32 *pcmap, l_int32 *pformat)
+{
+    return ERROR_INT("function not present", "freadHeaderTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderMemTiff(const l_uint8 *cdata, size_t size, l_int32 n,
+                       l_int32 *pwidth, l_int32 *pheight, l_int32 *pbps,
+                       l_int32 *pspp, l_int32 *pres, l_int32 *pcmap,
+                       l_int32 *pformat)
+{
+    return ERROR_INT("function not present", "readHeaderMemTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok findTiffCompression(FILE *fp, l_int32 *pcomptype)
+{
+    return ERROR_INT("function not present", "findTiffCompression", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok extractG4DataFromFile(const char *filein, l_uint8 **pdata,
+                           size_t *pnbytes, l_int32 *pw,
+                           l_int32 *ph, l_int32 *pminisblack)
+{
+    return ERROR_INT("function not present", "extractG4DataFromFile", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIX * pixReadMemTiff(const l_uint8 *cdata, size_t size, l_int32 n)
+{
+    return (PIX *)ERROR_PTR("function not present", "pixReadMemTiff", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIX * pixReadMemFromMultipageTiff(const l_uint8 *cdata, size_t size,
+                                  size_t *poffset)
+{
+    return (PIX *)ERROR_PTR("function not present",
+                            "pixReadMemFromMultipageTiff", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIXA * pixaReadMemMultipageTiff(const l_uint8 *data, size_t size)
+{
+    return (PIXA *)ERROR_PTR("function not present",
+                             "pixaReadMemMultipageTiff", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixaWriteMemMultipageTiff(l_uint8 **pdata, size_t *psize, PIXA *pixa)
+{
+    return ERROR_INT("function not present", "pixaWriteMemMultipageTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemTiff(l_uint8 **pdata, size_t *psize, PIX *pix,
+                        l_int32 comptype)
+{
+    return ERROR_INT("function not present", "pixWriteMemTiff", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemTiffCustom(l_uint8 **pdata, size_t *psize, PIX *pix,
+                           l_int32 comptype, NUMA *natags, SARRAY *savals,
+                           SARRAY *satypes, NUMA *nasizes)
+{
+    return ERROR_INT("function not present", "pixWriteMemTiffCustom", 1);
+}
+
+/* --------------------------------------------*/
+#endif  /* !HAVE_LIBTIFF */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/utils1.c b/3rdparty/hgOCR/leptonica/utils1.c
new file mode 100644
index 00000000..86359cc9
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/utils1.c
@@ -0,0 +1,1266 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file utils1.c
+ * 
+ *
+ *       ------------------------------------------
+ *       This file has these utilities:
+ *         - error, warning and info messages
+ *         - low-level endian conversions
+ *         - file corruption operations
+ *         - random and prime number operations
+ *         - 64-bit hash functions
+ *         - leptonica version number accessor
+ *         - timing and date operations
+ *       ------------------------------------------
+ *
+ *       Control of error, warning and info messages
+ *           l_int32    setMsgSeverity()
+ *
+ *       Error return functions, invoked by macros
+ *           l_int32    returnErrorInt()
+ *           l_float32  returnErrorFloat()
+ *           void      *returnErrorPtr()
+ *
+ *       Test files for equivalence
+ *           l_int32    filesAreIdentical()
+ *
+ *       Byte-swapping data conversion
+ *           l_uint16   convertOnBigEnd16()
+ *           l_uint32   convertOnBigEnd32()
+ *           l_uint16   convertOnLittleEnd16()
+ *           l_uint32   convertOnLittleEnd32()
+ *
+ *       File corruption and byte replacement operations
+ *           l_int32    fileCorruptByDeletion()
+ *           l_int32    fileCorruptByMutation()
+ *           l_int32    fileReplaceBytes()
+ *
+ *       Generate random integer in given range
+ *           l_int32    genRandomIntegerInRange()
+ *
+ *       Simple math function
+ *           l_int32    lept_roundftoi()
+ *
+ *       64-bit hash functions
+ *           l_int32    l_hashStringToUint64()
+ *           l_int32    l_hashPtToUint64()
+ *           l_int32    l_hashFloat64ToUint64()
+ *
+ *       Prime finders
+ *           l_int32    findNextLargerPrime()
+ *           l_int32    lept_isPrime()
+ *
+ *       Gray code conversion
+ *           l_uint32   convertIntToGrayCode()
+ *           l_uint32   convertGrayCodeToInt()
+ *
+ *       Leptonica version number
+ *           char      *getLeptonicaVersion()
+ *
+ *       Timing
+ *           void       startTimer()
+ *           l_float32  stopTimer()
+ *           L_TIMER    startTimerNested()
+ *           l_float32  stopTimerNested()
+ *           void       l_getCurrentTime()
+ *           L_WALLTIMER  *startWallTimer()
+ *           l_float32  stopWallTimer()
+ *           void       l_getFormattedDate()
+ *
+ *  For all issues with cross-platform development, see utils2.c.
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#ifdef _WIN32
+#include 
+#endif  /* _WIN32 */
+
+#include 
+#include "allheaders.h"
+#include 
+
+    /* Global for controlling message output at runtime */
+LEPT_DLL l_int32  LeptMsgSeverity = DEFAULT_SEVERITY;
+
+#define  DEBUG_SEV     0
+
+/*----------------------------------------------------------------------*
+ *                Control of error, warning and info messages           *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   setMsgSeverity()
+ *
+ * \param[in]    newsev
+ * \return  oldsev
+ *
+ * 
+ * Notes:
+ *      (1) setMsgSeverity() allows the user to specify the desired
+ *          message severity threshold.  Messages of equal or greater
+ *          severity will be output.  The previous message severity is
+ *          returned when the new severity is set.
+ *      (2) If L_SEVERITY_EXTERNAL is passed, then the severity will be
+ *          obtained from the LEPT_MSG_SEVERITY environment variable.
+ * 

+ */
+l_int32
+setMsgSeverity(l_int32  newsev)
+{
+l_int32  oldsev;
+char    *envsev;
+
+    oldsev = LeptMsgSeverity;
+    if (newsev == L_SEVERITY_EXTERNAL) {
+        envsev = getenv("LEPT_MSG_SEVERITY");
+        if (envsev) {
+            LeptMsgSeverity = atoi(envsev);
+#if DEBUG_SEV
+            L_INFO("message severity set to external\n", "setMsgSeverity");
+#endif  /* DEBUG_SEV */
+        } else {
+#if DEBUG_SEV
+            L_WARNING("environment var LEPT_MSG_SEVERITY not defined\n",
+                      "setMsgSeverity");
+#endif  /* DEBUG_SEV */
+        }
+    } else {
+        LeptMsgSeverity = newsev;
+#if DEBUG_SEV
+        L_INFO("message severity set to %d\n", "setMsgSeverity", newsev);
+#endif  /* DEBUG_SEV */
+    }
+
+    return oldsev;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                Error return functions, invoked by macros             *
+ *                                                                      *
+ *    (1) These error functions print messages to stderr and allow      *
+ *        exit from the function that called them.                      *
+ *    (2) They must be invoked only by the macros ERROR_INT,            *
+ *        ERROR_FLOAT and ERROR_PTR, which are in environ.h             *
+ *    (3) The print output can be disabled at compile time, either      *
+ *        by using -DNO_CONSOLE_IO or by setting LeptMsgSeverity.       *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   returnErrorInt()
+ *
+ * \param[in]    msg        error message
+ * \param[in]    procname
+ * \param[in]    ival       return error val
+ * \return  ival typically 1 for an error return
+ */
+l_int32
+returnErrorInt(const char  *msg,
+               const char  *procname,
+               l_int32      ival)
+{
+    fprintf(stderr, "Error in %s: %s\n", procname, msg);
+    return ival;
+}
+
+
+/*!
+ * \brief   returnErrorFloat()
+ *
+ * \param[in]    msg        error message
+ * \param[in]    procname
+ * \param[in]    fval       return error val
+ * \return  fval
+ */
+l_float32
+returnErrorFloat(const char  *msg,
+                 const char  *procname,
+                 l_float32    fval)
+{
+    fprintf(stderr, "Error in %s: %s\n", procname, msg);
+    return fval;
+}
+
+
+/*!
+ * \brief   returnErrorPtr()
+ *
+ * \param[in]    msg        error message
+ * \param[in]    procname
+ * \param[in]    pval       return error val
+ * \return  pval  typically null for an error return
+ */
+void *
+returnErrorPtr(const char  *msg,
+               const char  *procname,
+               void        *pval)
+{
+    fprintf(stderr, "Error in %s: %s\n", procname, msg);
+    return pval;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                      Test files for equivalence                    *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   filesAreIdentical()
+ *
+ * \param[in]    fname1
+ * \param[in]    fname2
+ * \param[out]   psame     1 if identical; 0 if different
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+filesAreIdentical(const char  *fname1,
+                  const char  *fname2,
+                  l_int32     *psame)
+{
+l_int32   i, same;
+size_t    nbytes1, nbytes2;
+l_uint8  *array1, *array2;
+
+    PROCNAME("filesAreIdentical");
+
+    if (!psame)
+        return ERROR_INT("&same not defined", procName, 1);
+    *psame = 0;
+    if (!fname1 || !fname2)
+        return ERROR_INT("both names not defined", procName, 1);
+
+    nbytes1 = nbytesInFile(fname1);
+    nbytes2 = nbytesInFile(fname2);
+    if (nbytes1 != nbytes2)
+        return 0;
+
+    if ((array1 = l_binaryRead(fname1, &nbytes1)) == NULL)
+        return ERROR_INT("array1 not read", procName, 1);
+    if ((array2 = l_binaryRead(fname2, &nbytes2)) == NULL) {
+        LEPT_FREE(array1);
+        return ERROR_INT("array2 not read", procName, 1);
+    }
+    same = 1;
+    for (i = 0; i < nbytes1; i++) {
+        if (array1[i] != array2[i]) {
+            same = 0;
+            break;
+        }
+    }
+    LEPT_FREE(array1);
+    LEPT_FREE(array2);
+    *psame = same;
+
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------------*
+ *   16 and 32 bit byte-swapping on big endian and little  endian machines  *
+ *                                                                          *
+ *   These are typically used for I/O conversions:                          *
+ *      (1) endian conversion for data that was read from a file            *
+ *      (2) endian conversion on data before it is written to a file        *
+ *--------------------------------------------------------------------------*/
+
+/*--------------------------------------------------------------------*
+ *                        16-bit byte swapping                        *
+ *--------------------------------------------------------------------*/
+#ifdef L_BIG_ENDIAN
+
+l_uint16
+convertOnBigEnd16(l_uint16  shortin)
+{
+    return ((shortin << 8) | (shortin >> 8));
+}
+
+l_uint16
+convertOnLittleEnd16(l_uint16  shortin)
+{
+    return  shortin;
+}
+
+#else     /* L_LITTLE_ENDIAN */
+
+l_uint16
+convertOnLittleEnd16(l_uint16  shortin)
+{
+    return ((shortin << 8) | (shortin >> 8));
+}
+
+l_uint16
+convertOnBigEnd16(l_uint16  shortin)
+{
+    return  shortin;
+}
+
+#endif  /* L_BIG_ENDIAN */
+
+
+/*--------------------------------------------------------------------*
+ *                        32-bit byte swapping                        *
+ *--------------------------------------------------------------------*/
+#ifdef L_BIG_ENDIAN
+
+l_uint32
+convertOnBigEnd32(l_uint32  wordin)
+{
+    return ((wordin << 24) | ((wordin << 8) & 0x00ff0000) |
+            ((wordin >> 8) & 0x0000ff00) | (wordin >> 24));
+}
+
+l_uint32
+convertOnLittleEnd32(l_uint32  wordin)
+{
+    return wordin;
+}
+
+#else  /*  L_LITTLE_ENDIAN */
+
+l_uint32
+convertOnLittleEnd32(l_uint32  wordin)
+{
+    return ((wordin << 24) | ((wordin << 8) & 0x00ff0000) |
+            ((wordin >> 8) & 0x0000ff00) | (wordin >> 24));
+}
+
+l_uint32
+convertOnBigEnd32(l_uint32  wordin)
+{
+    return wordin;
+}
+
+#endif  /* L_BIG_ENDIAN */
+
+
+/*---------------------------------------------------------------------*
+ *           File corruption and byte replacement operations           *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   fileCorruptByDeletion()
+ *
+ * \param[in]    filein
+ * \param[in]    loc       fractional location of start of deletion
+ * \param[in]    size      fractional size of deletion
+ * \param[in]    fileout   corrupted file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) %loc and %size are expressed as a fraction of the file size.
+ *      (2) This makes a copy of the data in %filein, where bytes in the
+ *          specified region have deleted.
+ *      (3) If (%loc + %size) >= 1.0, this deletes from the position
+ *          represented by %loc to the end of the file.
+ *      (4) It is useful for testing robustness of I/O wrappers when the
+ *          data is corrupted, by simulating data corruption by deletion.
+ * 

+ */
+l_ok
+fileCorruptByDeletion(const char  *filein,
+                      l_float32    loc,
+                      l_float32    size,
+                      const char  *fileout)
+{
+l_int32   i, locb, sizeb, rembytes;
+size_t    inbytes, outbytes;
+l_uint8  *datain, *dataout;
+
+    PROCNAME("fileCorruptByDeletion");
+
+    if (!filein || !fileout)
+        return ERROR_INT("filein and fileout not both specified", procName, 1);
+    if (loc < 0.0 || loc >= 1.0)
+        return ERROR_INT("loc must be in [0.0 ... 1.0)", procName, 1);
+    if (size <= 0.0)
+        return ERROR_INT("size must be > 0.0", procName, 1);
+    if (loc + size > 1.0)
+        size = 1.0 - loc;
+
+    datain = l_binaryRead(filein, &inbytes);
+    locb = (l_int32)(loc * inbytes + 0.5);
+    locb = L_MIN(locb, inbytes - 1);
+    sizeb = (l_int32)(size * inbytes + 0.5);
+    sizeb = L_MAX(1, sizeb);
+    sizeb = L_MIN(sizeb, inbytes - locb);  /* >= 1 */
+    L_INFO("Removed %d bytes at location %d\n", procName, sizeb, locb);
+    rembytes = inbytes - locb - sizeb;  /* >= 0; to be copied, after excision */
+
+    outbytes = inbytes - sizeb;
+    dataout = (l_uint8 *)LEPT_CALLOC(outbytes, 1);
+    for (i = 0; i < locb; i++)
+        dataout[i] = datain[i];
+    for (i = 0; i < rembytes; i++)
+        dataout[locb + i] = datain[locb + sizeb + i];
+    l_binaryWrite(fileout, "w", dataout, outbytes);
+
+    LEPT_FREE(datain);
+    LEPT_FREE(dataout);
+    return 0;
+}
+
+
+/*!
+ * \brief   fileCorruptByMutation()
+ *
+ * \param[in]    filein
+ * \param[in]    loc       fractional location of start of randomization
+ * \param[in]    size      fractional size of randomization
+ * \param[in]    fileout   corrupted file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) %loc and %size are expressed as a fraction of the file size.
+ *      (2) This makes a copy of the data in %filein, where bytes in the
+ *          specified region have been replaced by random data.
+ *      (3) If (%loc + %size) >= 1.0, this modifies data from the position
+ *          represented by %loc to the end of the file.
+ *      (4) It is useful for testing robustness of I/O wrappers when the
+ *          data is corrupted, by simulating data corruption.
+ * 

+ */
+l_ok
+fileCorruptByMutation(const char  *filein,
+                      l_float32    loc,
+                      l_float32    size,
+                      const char  *fileout)
+{
+l_int32   i, locb, sizeb;
+size_t    bytes;
+l_uint8  *data;
+
+    PROCNAME("fileCorruptByMutation");
+
+    if (!filein || !fileout)
+        return ERROR_INT("filein and fileout not both specified", procName, 1);
+    if (loc < 0.0 || loc >= 1.0)
+        return ERROR_INT("loc must be in [0.0 ... 1.0)", procName, 1);
+    if (size <= 0.0)
+        return ERROR_INT("size must be > 0.0", procName, 1);
+    if (loc + size > 1.0)
+        size = 1.0 - loc;
+
+    data = l_binaryRead(filein, &bytes);
+    locb = (l_int32)(loc * bytes + 0.5);
+    locb = L_MIN(locb, bytes - 1);
+    sizeb = (l_int32)(size * bytes + 0.5);
+    sizeb = L_MAX(1, sizeb);
+    sizeb = L_MIN(sizeb, bytes - locb);  /* >= 1 */
+    L_INFO("Randomizing %d bytes at location %d\n", procName, sizeb, locb);
+
+        /* Make an array of random bytes and do the substitution */
+    for (i = 0; i < sizeb; i++) {
+        data[locb + i] =
+            (l_uint8)(255.9 * ((l_float64)rand() / (l_float64)RAND_MAX));
+    }
+
+    l_binaryWrite(fileout, "w", data, bytes);
+    LEPT_FREE(data);
+    return 0;
+}
+
+
+/*!
+ * \brief   fileReplaceBytes()
+ *
+ * \param[in]    filein      input file
+ * \param[in]    start       start location for replacement
+ * \param[in]    nbytes      number of bytes to be removed
+ * \param[in]    newdata     replacement bytes
+ * \param[in]    newsize     size of replacement bytes
+ * \param[in]    fileout     output file
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) To remove %nbytes without replacement, set %newdata == NULL.
+ *      (2) One use is for replacing the date/time in a pdf file by a
+ *          string of 12 '0's, effectively removing the date without
+ *          invalidating the byte counters in the pdf file:
+ *              fileReplaceBytes(filein 86 12 (char *)"000000000000" 12 fileout
+ * 

+ */
+l_ok
+fileReplaceBytes(const char  *filein,
+                 l_int32      start,
+                 l_int32      nbytes,
+                 l_uint8     *newdata,
+                 size_t       newsize,
+                 const char  *fileout)
+{
+l_int32   i, index;
+size_t    inbytes, outbytes;
+l_uint8  *datain, *dataout;
+
+    PROCNAME("fileReplaceBytes");
+
+    if (!filein || !fileout)
+        return ERROR_INT("filein and fileout not both specified", procName, 1);
+
+    datain = l_binaryRead(filein, &inbytes);
+    if (start + nbytes > inbytes)
+        L_WARNING("start + nbytes > length(filein) = %zu\n", procName, inbytes);
+
+    if (!newdata) newsize = 0;
+    outbytes = inbytes - nbytes + newsize;
+    if ((dataout = (l_uint8 *)LEPT_CALLOC(outbytes, 1)) == NULL) {
+        LEPT_FREE(datain);
+        return ERROR_INT("calloc fail for dataout", procName, 1);
+    }
+
+    for (i = 0; i < start; i++)
+        dataout[i] = datain[i];
+    for (i = start; i < start + newsize; i++)
+        dataout[i] = newdata[i - start];
+    index = start + nbytes;  /* for datain */
+    start += newsize;  /* for dataout */
+    for (i = start; i < outbytes; i++, index++)
+        dataout[i] = datain[index];
+    l_binaryWrite(fileout, "w", dataout, outbytes);
+
+    LEPT_FREE(datain);
+    LEPT_FREE(dataout);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                Generate random integer in given range               *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   genRandomIntegerInRange()
+ *
+ * \param[in]    range     size of range; must be >= 2
+ * \param[in]    seed      use 0 to skip; otherwise call srand
+ * \param[out]   pval      random integer in range {0 ... range-1}
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) For example, to choose a rand integer between 0 and 99,
+ *          use %range = 100.
+ * 

+ */
+l_ok
+genRandomIntegerInRange(l_int32   range,
+                        l_int32   seed,
+                        l_int32  *pval)
+{
+    PROCNAME("genRandomIntegerInRange");
+
+    if (!pval)
+        return ERROR_INT("&val not defined", procName, 1);
+    *pval = 0;
+    if (range < 2)
+        return ERROR_INT("range must be >= 2", procName, 1);
+
+    if (seed > 0) srand(seed);
+    *pval = (l_int32)((l_float64)range *
+                       ((l_float64)rand() / (l_float64)RAND_MAX));
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Simple math function                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   lept_roundftoi()
+ *
+ * \param[in]    fval
+ * \return  value rounded to int
+ *
+ * 
+ * Notes:
+ *      (1) For fval >= 0, fval --> round(fval) == floor(fval + 0.5)
+ *          For fval < 0, fval --> -round(-fval))
+ *          This is symmetric around 0.
+ *          e.g., for fval in (-0.5 ... 0.5), fval --> 0
+ * 

+ */
+l_int32
+lept_roundftoi(l_float32  fval)
+{
+    return (fval >= 0.0) ? (l_int32)(fval + 0.5) : (l_int32)(fval - 0.5);
+}
+
+
+/*---------------------------------------------------------------------*
+ *                        64-bit hash functions                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   l_hashStringToUint64()
+ *
+ * \param[in]    str
+ * \param[out]   phash    hash value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The intent of the hash is to avoid collisions by mapping
+ *          the string as randomly as possible into 64 bits.
+ *      (2) To the extent that the hashes are random, the probability of
+ *          a collision can be approximated by the square of the number
+ *          of strings divided by 2^64.  For 1 million strings, the
+ *          collision probability is about 1 in 16 million.
+ *      (3) I expect non-randomness of the distribution to be most evident
+ *          for small text strings.  This hash function has been tested
+ *          for all 5-character text strings composed of 26 letters,
+ *          of which there are 26^5 = 12356630.  There are no hash
+ *          collisions for this set.
+ * 

+ */
+l_ok
+l_hashStringToUint64(const char  *str,
+                     l_uint64    *phash)
+{
+l_uint64  hash, mulp;
+
+    PROCNAME("l_hashStringToUint64");
+
+    if (phash) *phash = 0;
+    if (!str || (str[0] == '\0'))
+        return ERROR_INT("str not defined or empty", procName, 1);
+    if (!phash)
+        return ERROR_INT("&hash not defined", procName, 1);
+
+    mulp = 26544357894361247;  /* prime, about 1/700 of the max uint64 */
+    hash = 104395301;
+    while (*str) {
+        hash += (*str++ * mulp) ^ (hash >> 7);   /* shift [1...23] are ok */
+    }
+    *phash = hash ^ (hash << 37);
+    return 0;
+}
+
+
+/*!
+ * \brief   l_hashPtToUint64()
+ *
+ * \param[in]    x, y
+ * \param[out]   phash    hash value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This simple hash function has no collisions for
+ *          any of 400 million points with x and y up to 20000.
+ *      (2) Previously used a much more complicated and slower function:
+ *            mulp = 26544357894361;
+ *            hash = 104395301;
+ *            hash += (x * mulp) ^ (hash >> 5);
+ *            hash ^= (hash << 7);
+ *            hash += (y * mulp) ^ (hash >> 7);
+ *            hash = hash ^ (hash << 11);
+ *          Such logical gymnastics to get coverage over the 2^64
+ *          values are not required.
+ * 

+ */
+l_ok
+l_hashPtToUint64(l_int32    x,
+                 l_int32    y,
+                 l_uint64  *phash)
+{
+    PROCNAME("l_hashPtToUint64");
+
+    if (!phash)
+        return ERROR_INT("&hash not defined", procName, 1);
+
+    *phash = (l_uint64)(2173249142.3849 * x + 3763193258.6227 * y);
+    return 0;
+}
+
+
+/*!
+ * \brief   l_hashFloat64ToUint64()
+ *
+ * \param[in]    nbuckets
+ * \param[in]    val
+ * \param[out]   phash      hash value
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Simple, fast hash for using dnaHash with 64-bit data
+ *          (e.g., sets and histograms).
+ *      (2) The resulting hash is called a "key" in a lookup
+ *          operation.  The bucket for %val in a dnaHash is simply
+ *          found by taking the mod of the hash with the number of
+ *          buckets (which is prime).  What gets stored in the
+ *          dna in that bucket could depend on use, but for the most
+ *          flexibility, we store an index into the associated dna.
+ *          This is all that is required for generating either a hash set
+ *          or a histogram (an example of a hash map).
+ *      (3) For example, to generate a histogram, the histogram dna,
+ *          a histogram of unique values aligned with the histogram dna,
+ *          and a dnahash hashmap are built.  See l_dnaMakeHistoByHash().
+ * 

+ */
+l_ok
+l_hashFloat64ToUint64(l_int32    nbuckets,
+                      l_float64  val,
+                      l_uint64  *phash)
+{
+    PROCNAME("l_hashFloatToUint64");
+
+    if (!phash)
+        return ERROR_INT("&hash not defined", procName, 1);
+    *phash = (l_uint64)((21.732491 * nbuckets) * val);
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                           Prime finders                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   findNextLargerPrime()
+ *
+ * \param[in]    start
+ * \param[out]   pprime    first prime larger than %start
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+findNextLargerPrime(l_int32    start,
+                    l_uint32  *pprime)
+{
+l_int32  i, is_prime;
+
+    PROCNAME("findNextLargerPrime");
+
+    if (!pprime)
+        return ERROR_INT("&prime not defined", procName, 1);
+    *pprime = 0;
+    if (start <= 0)
+        return ERROR_INT("start must be > 0", procName, 1);
+
+    for (i = start + 1; ; i++) {
+        lept_isPrime(i, &is_prime, NULL);
+        if (is_prime) {
+            *pprime = i;
+            return 0;
+        }
+    }
+
+    return ERROR_INT("prime not found!", procName, 1);
+}
+
+
+/*!
+ * \brief   lept_isPrime()
+ *
+ * \param[in]    n           64-bit unsigned
+ * \param[out]   pis_prime   1 if prime, 0 otherwise
+ * \param[out]   pfactor     [optional] smallest divisor, or 0 on error
+ *                           or if prime
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+lept_isPrime(l_uint64   n,
+             l_int32   *pis_prime,
+             l_uint32  *pfactor)
+{
+l_uint32  div;
+l_uint64  limit, ratio;
+
+    PROCNAME("lept_isPrime");
+
+    if (pis_prime) *pis_prime = 0;
+    if (pfactor) *pfactor = 0;
+    if (!pis_prime)
+        return ERROR_INT("&is_prime not defined", procName, 1);
+    if (n <= 0)
+        return ERROR_INT("n must be > 0", procName, 1);
+
+    if (n % 2 == 0) {
+        if (pfactor) *pfactor = 2;
+        return 0;
+    }
+
+    limit = (l_uint64)sqrt((l_float64)n);
+    for (div = 3; div < limit; div += 2) {
+       ratio = n / div;
+       if (ratio * div == n) {
+           if (pfactor) *pfactor = div;
+           return 0;
+       }
+    }
+
+    *pis_prime = 1;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                         Gray code conversion                        *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   convertIntToGrayCode()
+ *
+ * \param[in]  val    integer value
+ * \return     corresponding gray code value
+ *
+ * 
+ * Notes:
+ *      (1) Gray code values corresponding to integers differ by
+ *          only one bit transition between successive integers.
+ * 

+ */
+l_uint32
+convertIntToGrayCode(l_uint32 val)
+{
+    return (val >> 1) ^ val;
+}
+
+
+/*!
+ * \brief   convertGrayCodeToInt()
+ *
+ * \param[in]  val    gray code value
+ * \return     corresponding integer value
+ */
+l_uint32
+convertGrayCodeToInt(l_uint32 val)
+{
+l_uint32  shift;
+
+    for (shift = 1; shift < 32; shift <<= 1)
+        val ^= val >> shift;
+    return val;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                       Leptonica version number                      *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   getLeptonicaVersion()
+ *
+ *      Return: string of version number (e.g., 'leptonica-1.74.2')
+ *
+ *  Notes:
+ *      (1) The caller has responsibility to free the memory.
+ */
+char *
+getLeptonicaVersion()
+{
+size_t  bufsize = 100;
+
+    char *version = (char *)LEPT_CALLOC(bufsize, sizeof(char));
+
+#ifdef _MSC_VER
+  #ifdef _USRDLL
+    char dllStr[] = "DLL";
+  #else
+    char dllStr[] = "LIB";
+  #endif
+  #ifdef _DEBUG
+    char debugStr[] = "Debug";
+  #else
+    char debugStr[] = "Release";
+  #endif
+  #ifdef _M_IX86
+    char bitStr[] = " x86";
+  #elif _M_X64
+    char bitStr[] = " x64";
+  #else
+    char bitStr[] = "";
+  #endif
+    snprintf(version, bufsize, "leptonica-%d.%d.%d (%s, %s) [MSC v.%d %s %s%s]",
+           LIBLEPT_MAJOR_VERSION, LIBLEPT_MINOR_VERSION, LIBLEPT_PATCH_VERSION,
+           __DATE__, __TIME__, _MSC_VER, dllStr, debugStr, bitStr);
+
+#else
+
+    snprintf(version, bufsize, "leptonica-%d.%d.%d", LIBLEPT_MAJOR_VERSION,
+             LIBLEPT_MINOR_VERSION, LIBLEPT_PATCH_VERSION);
+
+#endif   /* _MSC_VER */
+    return version;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                           Timing procs                              *
+ *---------------------------------------------------------------------*/
+#if !defined(_WIN32) && !defined(__Fuchsia__)
+
+#include 
+#include 
+
+static struct rusage rusage_before;
+static struct rusage rusage_after;
+
+/*!
+ * \brief   startTimer(), stopTimer()
+ *
+ *  Notes:
+ *      (1) These measure the cpu time elapsed between the two calls:
+ *            startTimer();
+ *            ....
+ *            fprintf(stderr, "Elapsed time = %7.3f sec\n", stopTimer());
+ */
+void
+startTimer(void)
+{
+    getrusage(RUSAGE_SELF, &rusage_before);
+}
+
+l_float32
+stopTimer(void)
+{
+l_int32  tsec, tusec;
+
+    getrusage(RUSAGE_SELF, &rusage_after);
+
+    tsec = rusage_after.ru_utime.tv_sec - rusage_before.ru_utime.tv_sec;
+    tusec = rusage_after.ru_utime.tv_usec - rusage_before.ru_utime.tv_usec;
+    return (tsec + ((l_float32)tusec) / 1000000.0);
+}
+
+
+/*!
+ * \brief   startTimerNested(), stopTimerNested()
+ *
+ *  Example of usage:
+ *
+ *      L_TIMER  t1 = startTimerNested();
+ *      ....
+ *      L_TIMER  t2 = startTimerNested();
+ *      ....
+ *      fprintf(stderr, "Elapsed time 2 = %7.3f sec\n", stopTimerNested(t2));
+ *      ....
+ *      fprintf(stderr, "Elapsed time 1 = %7.3f sec\n", stopTimerNested(t1));
+ */
+L_TIMER
+startTimerNested(void)
+{
+struct rusage  *rusage_start;
+
+    rusage_start = (struct rusage *)LEPT_CALLOC(1, sizeof(struct rusage));
+    getrusage(RUSAGE_SELF, rusage_start);
+    return rusage_start;
+}
+
+l_float32
+stopTimerNested(L_TIMER  rusage_start)
+{
+l_int32        tsec, tusec;
+struct rusage  rusage_stop;
+
+    getrusage(RUSAGE_SELF, &rusage_stop);
+
+    tsec = rusage_stop.ru_utime.tv_sec -
+           ((struct rusage *)rusage_start)->ru_utime.tv_sec;
+    tusec = rusage_stop.ru_utime.tv_usec -
+           ((struct rusage *)rusage_start)->ru_utime.tv_usec;
+    LEPT_FREE(rusage_start);
+    return (tsec + ((l_float32)tusec) / 1000000.0);
+}
+
+
+/*!
+ * \brief   l_getCurrentTime()
+ *
+ * \param[out]   sec     [optional] in seconds since birth of Unix
+ * \param[out]   usec    [optional] in microseconds since birth of Unix
+ * \return  void
+ */
+void
+l_getCurrentTime(l_int32  *sec,
+                 l_int32  *usec)
+{
+struct timeval tv;
+
+    gettimeofday(&tv, NULL);
+    if (sec) *sec = (l_int32)tv.tv_sec;
+    if (usec) *usec = (l_int32)tv.tv_usec;
+    return;
+}
+
+#elif defined(__Fuchsia__) /* resource.h not implemented on Fuchsia. */
+
+    /* Timer functions are used for testing and debugging, and
+     * are stubbed out.  If they are needed in the future, they
+     * can be implemented in Fuchsia using the zircon syscall
+     * zx_object_get_info() in ZX_INFOR_THREAD_STATS mode.  */
+
+void
+startTimer(void)
+{
+}
+
+l_float32
+stopTimer(void)
+{
+    return 0.0;
+}
+
+L_TIMER
+startTimerNested(void)
+{
+    return NULL;
+}
+
+l_float32
+stopTimerNested(L_TIMER  rusage_start)
+{
+    return 0.0;
+}
+
+void
+l_getCurrentTime(l_int32  *sec,
+                 l_int32  *usec)
+{
+}
+
+#else   /* _WIN32 : resource.h not implemented under Windows */
+
+    /* Note: if division by 10^7 seems strange, the time is expressed
+     * as the number of 100-nanosecond intervals that have elapsed
+     * since 12:00 A.M. January 1, 1601.  */
+
+static ULARGE_INTEGER utime_before;
+static ULARGE_INTEGER utime_after;
+
+void
+startTimer(void)
+{
+HANDLE    this_process;
+FILETIME  start, stop, kernel, user;
+
+    this_process = GetCurrentProcess();
+
+    GetProcessTimes(this_process, &start, &stop, &kernel, &user);
+
+    utime_before.LowPart  = user.dwLowDateTime;
+    utime_before.HighPart = user.dwHighDateTime;
+}
+
+l_float32
+stopTimer(void)
+{
+HANDLE     this_process;
+FILETIME   start, stop, kernel, user;
+ULONGLONG  hnsec;  /* in units of hecto-nanosecond (100 ns) intervals */
+
+    this_process = GetCurrentProcess();
+
+    GetProcessTimes(this_process, &start, &stop, &kernel, &user);
+
+    utime_after.LowPart  = user.dwLowDateTime;
+    utime_after.HighPart = user.dwHighDateTime;
+    hnsec = utime_after.QuadPart - utime_before.QuadPart;
+    return (l_float32)(signed)hnsec / 10000000.0;
+}
+
+L_TIMER
+startTimerNested(void)
+{
+HANDLE           this_process;
+FILETIME         start, stop, kernel, user;
+ULARGE_INTEGER  *utime_start;
+
+    this_process = GetCurrentProcess();
+
+    GetProcessTimes (this_process, &start, &stop, &kernel, &user);
+
+    utime_start = (ULARGE_INTEGER *)LEPT_CALLOC(1, sizeof(ULARGE_INTEGER));
+    utime_start->LowPart  = user.dwLowDateTime;
+    utime_start->HighPart = user.dwHighDateTime;
+    return utime_start;
+}
+
+l_float32
+stopTimerNested(L_TIMER  utime_start)
+{
+HANDLE          this_process;
+FILETIME        start, stop, kernel, user;
+ULARGE_INTEGER  utime_stop;
+ULONGLONG       hnsec;  /* in units of 100 ns intervals */
+
+    this_process = GetCurrentProcess ();
+
+    GetProcessTimes (this_process, &start, &stop, &kernel, &user);
+
+    utime_stop.LowPart  = user.dwLowDateTime;
+    utime_stop.HighPart = user.dwHighDateTime;
+    hnsec = utime_stop.QuadPart - ((ULARGE_INTEGER *)utime_start)->QuadPart;
+    LEPT_FREE(utime_start);
+    return (l_float32)(signed)hnsec / 10000000.0;
+}
+
+void
+l_getCurrentTime(l_int32  *sec,
+                 l_int32  *usec)
+{
+ULARGE_INTEGER  utime, birthunix;
+FILETIME        systemtime;
+LONGLONG        birthunixhnsec = 116444736000000000;  /*in units of 100 ns */
+LONGLONG        usecs;
+
+    GetSystemTimeAsFileTime(&systemtime);
+    utime.LowPart  = systemtime.dwLowDateTime;
+    utime.HighPart = systemtime.dwHighDateTime;
+
+    birthunix.LowPart = (DWORD) birthunixhnsec;
+    birthunix.HighPart = birthunixhnsec >> 32;
+
+    usecs = (LONGLONG) ((utime.QuadPart - birthunix.QuadPart) / 10);
+
+    if (sec) *sec = (l_int32) (usecs / 1000000);
+    if (usec) *usec = (l_int32) (usecs % 1000000);
+    return;
+}
+
+#endif
+
+
+/*!
+ * \brief   startWallTimer()
+ *
+ * \return  walltimer-ptr
+ *
+ * 
+ * Notes:
+ *      (1) These measure the wall clock time  elapsed between the two calls:
+ *            L_WALLTIMER *timer = startWallTimer();
+ *            ....
+ *            fprintf(stderr, "Elapsed time = %f sec\n", stopWallTimer(&timer);
+ *      (2) Note that the timer object is destroyed by stopWallTimer().
+ * 

+ */
+L_WALLTIMER *
+startWallTimer(void)
+{
+L_WALLTIMER  *timer;
+
+    timer = (L_WALLTIMER *)LEPT_CALLOC(1, sizeof(L_WALLTIMER));
+    l_getCurrentTime(&timer->start_sec, &timer->start_usec);
+    return timer;
+}
+
+/*!
+ * \brief   stopWallTimer()
+ *
+ * \param[in,out]  ptimer     walltimer pointer
+ * \return  time wall time elapsed in seconds
+ */
+l_float32
+stopWallTimer(L_WALLTIMER  **ptimer)
+{
+l_int32       tsec, tusec;
+L_WALLTIMER  *timer;
+
+    PROCNAME("stopWallTimer");
+
+    if (!ptimer)
+        return (l_float32)ERROR_FLOAT("&timer not defined", procName, 0.0);
+    timer = *ptimer;
+    if (!timer)
+        return (l_float32)ERROR_FLOAT("timer not defined", procName, 0.0);
+
+    l_getCurrentTime(&timer->stop_sec, &timer->stop_usec);
+    tsec = timer->stop_sec - timer->start_sec;
+    tusec = timer->stop_usec - timer->start_usec;
+    LEPT_FREE(timer);
+    *ptimer = NULL;
+    return (tsec + ((l_float32)tusec) / 1000000.0);
+}
+
+
+/*!
+ * \brief   l_getFormattedDate()
+ *
+ * \return  formatted date string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is used in pdf, in the form specified in section 3.8.2 of
+ *          http://partners.adobe.com/public/developer/en/pdf/PDFReference.pdf
+ *      (2) Contributed by Dave Bryan.  Works on all platforms.
+ * 

+ */
+char *
+l_getFormattedDate()
+{
+char        buf[128] = "", sep = 'Z';
+l_int32     gmt_offset, relh, relm;
+time_t      ut, lt;
+struct tm   Tm;
+struct tm  *tptr = &Tm;
+
+    ut = time(NULL);
+
+        /* This generates a second "time_t" value by calling "gmtime" to
+           fill in a "tm" structure expressed as UTC and then calling
+           "mktime", which expects a "tm" structure expressed as the
+           local time.  The result is a value that is offset from the
+           value returned by the "time" function by the local UTC offset.
+           "tm_isdst" is set to -1 to tell "mktime" to determine for
+           itself whether DST is in effect.  This is necessary because
+           "gmtime" always sets "tm_isdst" to 0, which would tell
+           "mktime" to presume that DST is not in effect. */
+#ifdef _WIN32
+  #ifdef _MSC_VER
+    gmtime_s(tptr, &ut);
+  #else  /* mingw */
+    tptr = gmtime(&ut);
+  #endif
+#else
+    gmtime_r(&ut, tptr);
+#endif
+    tptr->tm_isdst = -1;
+    lt = mktime(tptr);
+
+        /* Calls "difftime" to obtain the resulting difference in seconds,
+         * because "time_t" is an opaque type, per the C standard. */
+    gmt_offset = (l_int32) difftime(ut, lt);
+    if (gmt_offset > 0)
+        sep = '+';
+    else if (gmt_offset < 0)
+        sep = '-';
+    relh = L_ABS(gmt_offset) / 3600;
+    relm = (L_ABS(gmt_offset) % 3600) / 60;
+
+#ifdef _WIN32
+  #ifdef _MSC_VER
+    localtime_s(tptr, &ut);
+  #else  /* mingw */
+    tptr = localtime(&ut);
+  #endif
+#else
+    localtime_r(&ut, tptr);
+#endif
+    strftime(buf, sizeof(buf), "%Y%m%d%H%M%S", tptr);
+    sprintf(buf + 14, "%c%02d'%02d'", sep, relh, relm);
+    return stringNew(buf);
+}
diff --git a/3rdparty/hgOCR/leptonica/utils2.c b/3rdparty/hgOCR/leptonica/utils2.c
new file mode 100644
index 00000000..a73f810c
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/utils2.c
@@ -0,0 +1,3364 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file utils2.c
+ * 
+ *
+ *      ------------------------------------------
+ *      This file has these utilities:
+ *         - safe string operations
+ *         - find/replace operations on strings
+ *         - read/write between file and memory
+ *         - multi-platform file and directory operations
+ *         - file name operations
+ *      ------------------------------------------
+ *
+ *       Safe string procs
+ *           char      *stringNew()
+ *           l_int32    stringCopy()
+ *           l_int32    stringCopySegment()
+ *           l_int32    stringReplace()
+ *           l_int32    stringLength()
+ *           l_int32    stringCat()
+ *           char      *stringConcatNew()
+ *           char      *stringJoin()
+ *           l_int32    stringJoinIP()
+ *           char      *stringReverse()
+ *           char      *strtokSafe()
+ *           l_int32    stringSplitOnToken()
+ *
+ *       Find and replace string and array procs
+ *           l_int32    stringCheckForChars()
+ *           char      *stringRemoveChars()
+ *           char      *stringReplaceEachSubstr()
+ *           char      *stringReplaceSubstr()
+ *           L_DNA     *stringFindEachSubstr()
+ *           l_int32    stringFindSubstr()
+ *           l_uint8   *arrayReplaceEachSequence()
+ *           L_DNA     *arrayFindEachSequence()
+ *           l_int32    arrayFindSequence()
+ *
+ *       Safe realloc
+ *           void      *reallocNew()
+ *
+ *       Read and write between file and memory
+ *           l_uint8   *l_binaryRead()
+ *           l_uint8   *l_binaryReadStream()
+ *           l_uint8   *l_binaryReadSelect()
+ *           l_uint8   *l_binaryReadSelectStream()
+ *           l_int32    l_binaryWrite()
+ *           l_int32    nbytesInFile()
+ *           l_int32    fnbytesInFile()
+ *
+ *       Copy and compare in memory
+ *           l_uint8   *l_binaryCopy()
+ *           l_uint8   *l_binaryCompare()
+ *
+ *       File copy operations
+ *           l_int32    fileCopy()
+ *           l_int32    fileConcatenate()
+ *           l_int32    fileAppendString()
+ *
+ *       Multi-platform functions for opening file streams
+ *           FILE      *fopenReadStream()
+ *           FILE      *fopenWriteStream()
+ *           FILE      *fopenReadFromMemory()
+ *
+ *       Opening a windows tmpfile for writing
+ *           FILE      *fopenWriteWinTempfile()
+ *
+ *       Multi-platform functions that avoid C-runtime boundary crossing
+ *       with Windows DLLs
+ *           FILE      *lept_fopen()
+ *           l_int32    lept_fclose()
+ *           void       lept_calloc()
+ *           void       lept_free()
+ *
+ *       Multi-platform file system operations in temp directories
+ *           l_int32    lept_mkdir()
+ *           l_int32    lept_rmdir()
+ *           l_int32    lept_direxists()
+ *           l_int32    lept_mv()
+ *           l_int32    lept_rm_match()
+ *           l_int32    lept_rm()
+ *           l_int32    lept_rmfile()
+ *           l_int32    lept_cp()
+ *
+ *       Special debug/test function for calling 'system'
+ *           void       callSystemDebug()
+ *
+ *       General file name operations
+ *           l_int32    splitPathAtDirectory()
+ *           l_int32    splitPathAtExtension()
+ *           char      *pathJoin()
+ *           char      *appendSubdirs()
+ *
+ *       Special file name operations
+ *           l_int32    convertSepCharsInPath()
+ *           char      *genPathname()
+ *           l_int32    makeTempDirname()
+ *           l_int32    modifyTrailingSlash()
+ *           char      *l_makeTempFilename()
+ *           l_int32    extractNumberFromFilename()
+ *
+ *
+ *  Notes on multi-platform development
+ *  -----------------------------------
+ *  This is important:
+ *  (1) With the exception of splitPathAtDirectory(), splitPathAtExtension()
+  *     and genPathname(), all input pathnames must have unix separators.
+ *  (2) On Windows, when you specify a read or write to "/tmp/...",
+ *      the filename is rewritten to use the Windows temp directory:
+ *         /tmp  ==>   [Temp]...    (windows)
+ *  (3) This filename rewrite, along with the conversion from unix
+ *      to windows pathnames, happens in genPathname().
+ *  (4) Use fopenReadStream() and fopenWriteStream() to open files,
+ *      because these use genPathname() to find the platform-dependent
+ *      filenames.  Likewise for l_binaryRead() and l_binaryWrite().
+ *  (5) For moving, copying and removing files and directories that are in
+ *      subdirectories of /tmp, use the lept_*() file system shell wrappers:
+ *         lept_mkdir(), lept_rmdir(), lept_mv(), lept_rm() and lept_cp().
+ *  (6) Use the lept_*() C library wrappers.  These work properly on
+ *      Windows, where the same DLL must perform complementary operations
+ *      on file streams (open/close) and heap memory (malloc/free):
+ *         lept_fopen(), lept_fclose(), lept_calloc() and lept_free().
+ *  (7) Why read and write files to temp directories?
+ *      The library needs the ability to read and write ephemeral
+ *      files to default places, both for generating debugging output
+ *      and for supporting regression tests.  Applications also need
+ *      this ability for debugging.
+ *  (8) Why do the pathname rewrite on Windows?
+ *      The goal is to have the library, and programs using the library,
+ *      run on multiple platforms without changes.  The location of
+ *      temporary files depends on the platform as well as the user's
+ *      configuration.  Temp files on Windows are in some directory
+ *      not known a priori.  To make everything work seamlessly on
+ *      Windows, every time you open a file for reading or writing,
+ *      use a special function such as fopenReadStream() or
+ *      fopenWriteStream(); these call genPathname() to ensure that
+ *      if it is a temp file, the correct path is used.  To indicate
+ *      that this is a temp file, the application is written with the
+ *      root directory of the path in a canonical form: "/tmp".
+ *  (9) Why is it that multi-platform directory functions like lept_mkdir()
+ *      and lept_rmdir(), as well as associated file functions like
+ *      lept_rm(), lept_mv() and lept_cp(), only work in the temp dir?
+ *      These functions were designed to provide easy manipulation of
+ *      temp files.  The restriction to temp files is for safety -- to
+ *      prevent an accidental deletion of important files.  For example,
+ *      lept_rmdir() first deletes all files in a specified subdirectory
+ *      of temp, and then removes the directory.
+ *
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#ifdef _MSC_VER
+#include 
+#include 
+#define getcwd _getcwd  /* fix MSVC warning */
+#else
+#include 
+#endif   /* _MSC_VER */
+
+#ifdef _WIN32
+#include 
+#include      /* _O_CREAT, ... */
+#include         /* _open */
+#include   /* _S_IREAD, _S_IWRITE */
+#else
+#include   /* for stat, mkdir(2) */
+#include 
+#endif
+
+#ifdef OS_IOS
+#include 
+#include 
+#endif
+
+#include 
+#include 
+#include "allheaders.h"
+
+
+/*--------------------------------------------------------------------*
+ *                       Safe string operations                       *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   stringNew()
+ *
+ * \param[in]    src
+ * \return  dest copy of %src string, or NULL on error
+ */
+char *
+stringNew(const char  *src)
+{
+l_int32  len;
+char    *dest;
+
+    PROCNAME("stringNew");
+
+    if (!src) {
+        L_WARNING("src not defined\n", procName);
+        return NULL;
+    }
+
+    len = strlen(src);
+    if ((dest = (char *)LEPT_CALLOC(len + 1, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("dest not made", procName, NULL);
+
+    stringCopy(dest, src, len);
+    return dest;
+}
+
+
+/*!
+ * \brief   stringCopy()
+ *
+ * \param[in]    dest    existing byte buffer
+ * \param[in]    src     string [optional] can be null
+ * \param[in]    n       max number of characters to copy
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Relatively safe wrapper for strncpy, that checks the input,
+ *          and does not complain if %src is null or %n < 1.
+ *          If %n < 1, this is a no-op.
+ *      (2) %dest needs to be at least %n bytes in size.
+ *      (3) We don't call strncpy() because valgrind complains about
+ *          use of uninitialized values.
+ * 

+ */
+l_ok
+stringCopy(char        *dest,
+           const char  *src,
+           l_int32      n)
+{
+l_int32  i;
+
+    PROCNAME("stringCopy");
+
+    if (!dest)
+        return ERROR_INT("dest not defined", procName, 1);
+    if (!src || n < 1)
+        return 0;
+
+        /* Implementation of strncpy that valgrind doesn't complain about */
+    for (i = 0; i < n && src[i] != '\0'; i++)
+        dest[i] = src[i];
+    for (; i < n; i++)
+        dest[i] = '\0';
+    return 0;
+}
+
+
+/*!
+ * \brief   stringCopySegment()
+ *
+ *
+ * \param[in]    src      string
+ * \param[in]    start    byte position at start of segment
+ * \param[in]    nbytes   number of bytes in the segment; use 0 to go to end
+ * \return  copy of segment, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a variant of stringNew() that makes a new string
+ *          from a segment of the input string.  The segment is specified
+ *          by the starting position and the number of bytes.
+ *      (2) The start location %start must be within the string %src.
+ *      (3) The copy is truncated to the end of the source string.
+ *          Use %nbytes = 0 to copy to the end of %src.
+ * 

+ */
+char *
+stringCopySegment(const char  *src,
+                  l_int32      start,
+                  l_int32      nbytes)
+{
+char    *dest;
+l_int32  len;
+
+    PROCNAME("stringCopySegment");
+
+    if (!src)
+        return (char *)ERROR_PTR("src not defined", procName, NULL);
+    len = strlen(src);
+    if (start < 0 || start > len - 1)
+        return (char *)ERROR_PTR("invalid start", procName, NULL);
+    if (nbytes <= 0)  /* copy to the end */
+        nbytes = len - start;
+    if (start + nbytes > len)  /* truncate to the end */
+        nbytes = len - start;
+    if ((dest = (char *)LEPT_CALLOC(nbytes + 1, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("dest not made", procName, NULL);
+    stringCopy(dest, src + start, nbytes);
+    return dest;
+}
+
+
+/*!
+ * \brief   stringReplace()
+ *
+ * \param[out]   pdest    string copy
+ * \param[in]    src      [optional] string; can be null
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Frees any existing dest string
+ *      (2) Puts a copy of src string in the dest
+ *      (3) If either or both strings are null, does something reasonable.
+ * 

+ */
+l_ok
+stringReplace(char       **pdest,
+              const char  *src)
+{
+    PROCNAME("stringReplace");
+
+    if (!pdest)
+        return ERROR_INT("pdest not defined", procName, 1);
+
+    if (*pdest)
+        LEPT_FREE(*pdest);
+
+    if (src)
+        *pdest = stringNew(src);
+    else
+        *pdest = NULL;
+    return 0;
+}
+
+
+/*!
+ * \brief   stringLength()
+ *
+ * \param[in]    src    string can be null or NULL-terminated string
+ * \param[in]    size   size of src buffer
+ * \return  length of src in bytes.
+ *
+ * 
+ * Notes:
+ *      (1) Safe implementation of strlen that only checks size bytes
+ *          for trailing NUL.
+ *      (2) Valid returned string lengths are between 0 and size - 1.
+ *          If size bytes are checked without finding a NUL byte, then
+ *          an error is indicated by returning size.
+ * 

+ */
+l_int32
+stringLength(const char  *src,
+             size_t       size)
+{
+l_int32  i;
+
+    PROCNAME("stringLength");
+
+    if (!src)
+        return ERROR_INT("src not defined", procName, 0);
+    if (size < 1)
+        return 0;
+
+    for (i = 0; i < size; i++) {
+        if (src[i] == '\0')
+            return i;
+    }
+    return size;  /* didn't find a NUL byte */
+}
+
+
+/*!
+ * \brief   stringCat()
+ *
+ * \param[in]    dest    null-terminated byte buffer
+ * \param[in]    size    size of dest
+ * \param[in]    src     string can be null or NULL-terminated string
+ * \return  number of bytes added to dest; -1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Alternative implementation of strncat, that checks the input,
+ *          is easier to use (since the size of the dest buffer is specified
+ *          rather than the number of bytes to copy), and does not complain
+ *          if %src is null.
+ *      (2) Never writes past end of dest.
+ *      (3) If it can't append src (an error), it does nothing.
+ *      (4) N.B. The order of 2nd and 3rd args is reversed from that in
+ *          strncat, as in the Windows function strcat_s().
+ * 

+ */
+l_int32
+stringCat(char        *dest,
+          size_t       size,
+          const char  *src)
+{
+l_int32  i, n;
+l_int32  lendest, lensrc;
+
+    PROCNAME("stringCat");
+
+    if (!dest)
+        return ERROR_INT("dest not defined", procName, -1);
+    if (size < 1)
+        return ERROR_INT("size < 1; too small", procName, -1);
+    if (!src)
+        return 0;
+
+    lendest = stringLength(dest, size);
+    if (lendest == size)
+        return ERROR_INT("no terminating nul byte", procName, -1);
+    lensrc = stringLength(src, size);
+    if (lensrc == 0)
+        return 0;
+    n = (lendest + lensrc > size - 1 ? size - lendest - 1 : lensrc);
+    if (n < 1)
+        return ERROR_INT("dest too small for append", procName, -1);
+
+    for (i = 0; i < n; i++)
+        dest[lendest + i] = src[i];
+    dest[lendest + n] = '\0';
+    return n;
+}
+
+
+/*!
+ * \brief   stringConcatNew()
+ *
+ * \param[in]    first    first string in list
+ * \param[in]    ...      NULL-terminated list of strings
+ * \return  result new string concatenating the input strings, or
+ *                      NULL if first == NULL
+ *
+ * 
+ * Notes:
+ *      (1) The last arg in the list of strings must be NULL.
+ *      (2) Caller must free the returned string.
+ * 

+ */
+char *
+stringConcatNew(const char  *first, ...)
+{
+size_t       len;
+char        *result, *ptr;
+const char  *arg;
+va_list      args;
+
+    if (!first) return NULL;
+
+        /* Find the length of the output string */
+    va_start(args, first);
+    len = strlen(first);
+    while ((arg = va_arg(args, const char *)) != NULL)
+        len += strlen(arg);
+    va_end(args);
+    result = (char *)LEPT_CALLOC(len + 1, sizeof(char));
+
+        /* Concatenate the args */
+    va_start(args, first);
+    ptr = result;
+    arg = first;
+    while (*arg)
+        *ptr++ = *arg++;
+    while ((arg = va_arg(args, const char *)) != NULL) {
+        while (*arg)
+            *ptr++ = *arg++;
+    }
+    va_end(args);
+    return result;
+}
+
+
+/*!
+ * \brief   stringJoin()
+ *
+ * \param[in]    src1    [optional] string; can be null
+ * \param[in]    src2    [optional] string; can be null
+ * \return  concatenated string, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a safe version of strcat; it makes a new string.
+ *      (2) It is not an error if either or both of the strings
+ *          are empty, or if either or both of the pointers are null.
+ * 

+ */
+char *
+stringJoin(const char  *src1,
+           const char  *src2)
+{
+char    *dest;
+l_int32  srclen1, srclen2, destlen;
+
+    PROCNAME("stringJoin");
+
+    srclen1 = (src1) ? strlen(src1) : 0;
+    srclen2 = (src2) ? strlen(src2) : 0;
+    destlen = srclen1 + srclen2 + 3;
+
+    if ((dest = (char *)LEPT_CALLOC(destlen, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("calloc fail for dest", procName, NULL);
+
+    if (src1)
+        stringCopy(dest, src1, srclen1);
+    if (src2)
+        strncat(dest, src2, srclen2);
+    return dest;
+}
+
+
+/*!
+ * \brief   stringJoinIP()
+ *
+ * \param[in,out]  psrc1   address of string src1; cannot be on the stack
+ * \param[in]      src2    [optional] string; can be null
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a safe in-place version of strcat.  The contents of
+ *          src1 is replaced by the concatenation of src1 and src2.
+ *      (2) It is not an error if either or both of the strings
+ *          are empty (""), or if the pointers to the strings (*psrc1, src2)
+ *          are null.
+ *      (3) src1 should be initialized to null or an empty string
+ *          before the first call.  Use one of these:
+ *              char *src1 = NULL;
+ *              char *src1 = stringNew("");
+ *          Then call with:
+ *              stringJoinIP(&src1, src2);
+ *      (4) This can also be implemented as a macro:
+ * \code
+ *              #define stringJoinIP(src1, src2) \
+ *                  {tmpstr = stringJoin((src1),(src2)); \
+ *                  LEPT_FREE(src1); \
+ *                  (src1) = tmpstr;}
+ * \endcode
+ *      (5) Another function to consider for joining many strings is
+ *          stringConcatNew().
+ * 

+ */
+l_ok
+stringJoinIP(char       **psrc1,
+             const char  *src2)
+{
+char  *tmpstr;
+
+    PROCNAME("stringJoinIP");
+
+    if (!psrc1)
+        return ERROR_INT("&src1 not defined", procName, 1);
+
+    tmpstr = stringJoin(*psrc1, src2);
+    LEPT_FREE(*psrc1);
+    *psrc1 = tmpstr;
+    return 0;
+}
+
+
+/*!
+ * \brief   stringReverse()
+ *
+ * \param[in]    src    string
+ * \return  dest newly-allocated reversed string
+ */
+char *
+stringReverse(const char  *src)
+{
+char    *dest;
+l_int32  i, len;
+
+    PROCNAME("stringReverse");
+
+    if (!src)
+        return (char *)ERROR_PTR("src not defined", procName, NULL);
+    len = strlen(src);
+    if ((dest = (char *)LEPT_CALLOC(len + 1, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("calloc fail for dest", procName, NULL);
+    for (i = 0; i < len; i++)
+        dest[i] = src[len - 1 - i];
+
+    return dest;
+}
+
+
+/*!
+ * \brief   strtokSafe()
+ *
+ * \param[in]    cstr      input string to be sequentially parsed;
+ *                         use NULL after the first call
+ * \param[in]    seps      a string of character separators
+ * \param[out]   psaveptr  ptr to the next char after
+ *                         the last encountered separator
+ * \return  substr         a new string that is copied from the previous
+ *                         saveptr up to but not including the next
+ *                         separator character, or NULL if end of cstr.
+ *
+ * 
+ * Notes:
+ *      (1) This is a thread-safe implementation of strtok.
+ *      (2) It has the same interface as strtok_r.
+ *      (3) It differs from strtok_r in usage in two respects:
+ *          (a) the input string is not altered
+ *          (b) each returned substring is newly allocated and must
+ *              be freed after use.
+ *      (4) Let me repeat that.  This is "safe" because the input
+ *          string is not altered and because each returned string
+ *          is newly allocated on the heap.
+ *      (5) It is here because, surprisingly, some C libraries don't
+ *          include strtok_r.
+ *      (6) Important usage points:
+ *          ~ Input the string to be parsed on the first invocation.
+ *          ~ Then input NULL after that; the value returned in saveptr
+ *            is used in all subsequent calls.
+ *      (7) This is only slightly slower than strtok_r.
+ * 

+ */
+char *
+strtokSafe(char        *cstr,
+           const char  *seps,
+           char       **psaveptr)
+{
+char     nextc;
+char    *start, *substr;
+l_int32  istart, i, j, nchars;
+
+    PROCNAME("strtokSafe");
+
+    if (!seps)
+        return (char *)ERROR_PTR("seps not defined", procName, NULL);
+    if (!psaveptr)
+        return (char *)ERROR_PTR("&saveptr not defined", procName, NULL);
+
+    if (!cstr) {
+        start = *psaveptr;
+    } else {
+        start = cstr;
+        *psaveptr = NULL;
+    }
+    if (!start)  /* nothing to do */
+        return NULL;
+
+        /* First time, scan for the first non-sep character */
+    istart = 0;
+    if (cstr) {
+        for (istart = 0;; istart++) {
+            if ((nextc = start[istart]) == '\0') {
+                *psaveptr = NULL;  /* in case caller doesn't check ret value */
+                return NULL;
+            }
+            if (!strchr(seps, nextc))
+                break;
+        }
+    }
+
+        /* Scan through, looking for a sep character; if none is
+         * found, 'i' will be at the end of the string. */
+    for (i = istart;; i++) {
+        if ((nextc = start[i]) == '\0')
+            break;
+        if (strchr(seps, nextc))
+            break;
+    }
+
+        /* Save the substring */
+    nchars = i - istart;
+    substr = (char *)LEPT_CALLOC(nchars + 1, sizeof(char));
+    stringCopy(substr, start + istart, nchars);
+
+        /* Look for the next non-sep character.
+         * If this is the last substring, return a null saveptr. */
+    for (j = i;; j++) {
+        if ((nextc = start[j]) == '\0') {
+            *psaveptr = NULL;  /* no more non-sep characters */
+            break;
+        }
+        if (!strchr(seps, nextc)) {
+            *psaveptr = start + j;  /* start here on next call */
+                break;
+        }
+    }
+
+    return substr;
+}
+
+
+/*!
+ * \brief   stringSplitOnToken()
+ *
+ * \param[in]    cstr     input string to be split; not altered
+ * \param[in]    seps     a string of character separators
+ * \param[out]   phead    ptr to copy of the input string, up to
+ *                        the first separator token encountered
+ * \param[out]   ptail    ptr to copy of the part of the input string
+ *                        starting with the first non-separator character
+ *                        that occurs after the first separator is found
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The input string is not altered; all split parts are new strings.
+ *      (2) The split occurs around the first consecutive sequence of
+ *          tokens encountered.
+ *      (3) The head goes from the beginning of the string up to
+ *          but not including the first token found.
+ *      (4) The tail contains the second part of the string, starting
+ *          with the first char in that part that is NOT a token.
+ *      (5) If no separator token is found, 'head' contains a copy
+ *          of the input string and 'tail' is null.
+ * 

+ */
+l_ok
+stringSplitOnToken(char        *cstr,
+                   const char  *seps,
+                   char       **phead,
+                   char       **ptail)
+{
+char  *saveptr;
+
+    PROCNAME("stringSplitOnToken");
+
+    if (!phead)
+        return ERROR_INT("&head not defined", procName, 1);
+    if (!ptail)
+        return ERROR_INT("&tail not defined", procName, 1);
+    *phead = *ptail = NULL;
+    if (!cstr)
+        return ERROR_INT("cstr not defined", procName, 1);
+    if (!seps)
+        return ERROR_INT("seps not defined", procName, 1);
+
+    *phead = strtokSafe(cstr, seps, &saveptr);
+    if (saveptr)
+        *ptail = stringNew(saveptr);
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                       Find and replace procs                       *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   stringCheckForChars()
+ *
+ * \param[in]    src      input string; can be of zero length
+ * \param[in]    chars    string of chars to be searched for in %src
+ * \param[out]   pfound   1 if any characters are found; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This can be used to sanitize an operation by checking for
+ *          special characters that don't belong in a string.
+ * 

+ */
+l_ok
+stringCheckForChars(const char  *src,
+                    const char  *chars,
+                    l_int32     *pfound)
+{
+char     ch;
+l_int32  i, n;
+
+    PROCNAME("stringCheckForChars");
+
+    if (!pfound)
+        return ERROR_INT("&found not defined", procName, 1);
+    *pfound = FALSE;
+    if (!src || !chars)
+        return ERROR_INT("src and chars not both defined", procName, 1);
+
+    n = strlen(src);
+    for (i = 0; i < n; i++) {
+        ch = src[i];
+        if (strchr(chars, ch)) {
+            *pfound = TRUE;
+            break;
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   stringRemoveChars()
+ *
+ * \param[in]    src        input string; can be of zero length
+ * \param[in]    remchars   string of chars to be removed from src
+ * \return  dest string with specified chars removed, or NULL on error
+ */
+char *
+stringRemoveChars(const char  *src,
+                  const char  *remchars)
+{
+char     ch;
+char    *dest;
+l_int32  nsrc, i, k;
+
+    PROCNAME("stringRemoveChars");
+
+    if (!src)
+        return (char *)ERROR_PTR("src not defined", procName, NULL);
+    if (!remchars)
+        return stringNew(src);
+
+    if ((dest = (char *)LEPT_CALLOC(strlen(src) + 1, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("dest not made", procName, NULL);
+    nsrc = strlen(src);
+    for (i = 0, k = 0; i < nsrc; i++) {
+        ch = src[i];
+        if (!strchr(remchars, ch))
+            dest[k++] = ch;
+    }
+
+    return dest;
+}
+
+
+/*!
+ * \brief   stringReplaceEachSubstr()
+ *
+ * \param[in]    src      input string; can be of zero length
+ * \param[in]    sub1     substring to be replaced
+ * \param[in]    sub2     substring to put in; can be ""
+ * \param[out]   pcount   [optional] the number of times that sub1
+ *                        is found in src; 0 if not found
+ * \return  dest string with substring replaced, or NULL if the
+ *              substring not found or on error.
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper for simple string substitution that uses
+ *          the more general function arrayReplaceEachSequence().
+ *      (2) This finds every non-overlapping occurrence of %sub1 in
+ *          %src, and replaces it with %sub2.  By "non-overlapping"
+ *          we mean that after it finds each match, it removes the
+ *          matching characters, replaces with the substitution string
+ *          (if not empty), and continues.  For example, if you replace
+ *          'aa' by 'X' in 'baaabbb', you find one match at position 1
+ *          and return 'bXabbb'.
+ *      (3) To only remove each instance of sub1, use "" for sub2
+ *      (4) Returns a copy of %src if sub1 and sub2 are the same.
+ *      (5) If the input %src is binary data that can have null characters,
+ *          use arrayReplaceEachSequence() directly.
+ * 

+ */
+char *
+stringReplaceEachSubstr(const char  *src,
+                        const char  *sub1,
+                        const char  *sub2,
+                        l_int32     *pcount)
+{
+size_t  datalen;
+
+    PROCNAME("stringReplaceEachSubstr");
+
+    if (pcount) *pcount = 0;
+    if (!src || !sub1 || !sub2)
+        return (char *)ERROR_PTR("src, sub1, sub2 not all defined",
+                                 procName, NULL);
+
+    if (strlen(sub2) > 0) {
+        return (char *)arrayReplaceEachSequence(
+                               (const l_uint8 *)src, strlen(src),
+                               (const l_uint8 *)sub1, strlen(sub1),
+                               (const l_uint8 *)sub2, strlen(sub2),
+                               &datalen, pcount);
+    } else {  /* empty replacement string; removal only */
+        return (char *)arrayReplaceEachSequence(
+                               (const l_uint8 *)src, strlen(src),
+                               (const l_uint8 *)sub1, strlen(sub1),
+                               NULL, 0, &datalen, pcount);
+    }
+}
+
+
+/*!
+ * \brief   stringReplaceSubstr()
+ *
+ * \param[in]      src      input string; can be of zero length
+ * \param[in]      sub1     substring to be replaced
+ * \param[in]      sub2     substring to put in; can be ""
+ * \param[in,out]  ploc     [optional] input start location for search;
+ *                          returns the loc after replacement
+ * \param[out]     pfound   [optional] 1 if sub1 is found; 0 otherwise
+ * \return  dest string with substring replaced, or NULL on error.
+ *
+ * 
+ * Notes:
+ *      (1) Replaces the first instance.
+ *      (2) To remove sub1 without replacement, use "" for sub2.
+ *      (3) Returns a copy of %src if either no instance of %sub1 is found,
+ *          or if %sub1 and %sub2 are the same.
+ *      (4) If %ploc == NULL, the search will start at the beginning of %src.
+ *          If %ploc != NULL, *ploc must be initialized to the byte offset
+ *          within %src from which the search starts.  To search the
+ *          string from the beginning, set %loc = 0 and input &loc.
+ *          After finding %sub1 and replacing it with %sub2, %loc will be
+ *          returned as the next position after %sub2 in the output string.
+ *      (5) Note that the output string also includes all the characters
+ *          from the input string that occur after the single substitution.
+ * 

+ */
+char *
+stringReplaceSubstr(const char  *src,
+                    const char  *sub1,
+                    const char  *sub2,
+                    l_int32     *ploc,
+                    l_int32     *pfound)
+{
+const char  *ptr;
+char        *dest;
+l_int32      nsrc, nsub1, nsub2, len, npre, loc;
+
+    PROCNAME("stringReplaceSubstr");
+
+    if (pfound) *pfound = 0;
+    if (!src || !sub1 || !sub2)
+        return (char *)ERROR_PTR("src, sub1, sub2 not all defined",
+                                 procName, NULL);
+
+    if (ploc)
+        loc = *ploc;
+    else
+        loc = 0;
+    if (!strcmp(sub1, sub2))
+        return stringNew(src);
+    if ((ptr = strstr(src + loc, sub1)) == NULL)
+        return stringNew(src);
+    if (pfound) *pfound = 1;
+
+    nsrc = strlen(src);
+    nsub1 = strlen(sub1);
+    nsub2 = strlen(sub2);
+    len = nsrc + nsub2 - nsub1;
+    if ((dest = (char *)LEPT_CALLOC(len + 1, sizeof(char))) == NULL)
+        return (char *)ERROR_PTR("dest not made", procName, NULL);
+    npre = ptr - src;
+    memcpy(dest, src, npre);
+    strcpy(dest + npre, sub2);
+    strcpy(dest + npre + nsub2, ptr + nsub1);
+    if (ploc) *ploc = npre + nsub2;
+    return dest;
+}
+
+
+/*!
+ * \brief   stringFindEachSubstr()
+ *
+ * \param[in]    src        input string; can be of zero length
+ * \param[in]    sub        substring to be searched for
+ * \return  dna of offsets where the sequence is found, or NULL if
+ *              none are found or on error
+ *
+ * 
+ * Notes:
+ *      (1) This finds every non-overlapping occurrence in %src of %sub.
+ *          After it finds each match, it moves forward in %src by the length
+ *          of %sub before continuing the search.  So for example,
+ *          if you search for the sequence 'aa' in the data 'baaabbb',
+ *          you find one match at position 1.
+
+ * 

+ */
+L_DNA *
+stringFindEachSubstr(const char  *src,
+                     const char  *sub)
+{
+    PROCNAME("stringFindEachSubstr");
+
+    if (!src || !sub)
+        return (L_DNA *)ERROR_PTR("src, sub not both defined", procName, NULL);
+
+    return arrayFindEachSequence((const l_uint8 *)src, strlen(src),
+                                 (const l_uint8 *)sub, strlen(sub));
+}
+
+
+/*!
+ * \brief   stringFindSubstr()
+ *
+ * \param[in]    src     input string; can be of zero length
+ * \param[in]    sub     substring to be searched for; must not be empty
+ * \param[out]   ploc    [optional] location of substring in src
+ * \return  1 if found; 0 if not found or on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper around strstr().  It finds the first
+ *          instance of %sub in %src.  If the substring is not found
+ *          and the location is returned, it has the value -1.
+ *      (2) Both %src and %sub must be defined, and %sub must have
+ *          length of at least 1.
+ * 

+ */
+l_int32
+stringFindSubstr(const char  *src,
+                 const char  *sub,
+                 l_int32     *ploc)
+{
+const char *ptr;
+
+    PROCNAME("stringFindSubstr");
+
+    if (ploc) *ploc = -1;
+    if (!src || !sub)
+        return ERROR_INT("src and sub not both defined", procName, 0);
+    if (strlen(sub) == 0)
+        return ERROR_INT("substring length 0", procName, 0);
+    if (strlen(src) == 0)
+        return 0;
+
+    if ((ptr = strstr(src, sub)) == NULL)  /* not found */
+        return 0;
+
+    if (ploc)
+        *ploc = ptr - src;
+    return 1;
+}
+
+
+/*!
+ * \brief   arrayReplaceEachSequence()
+ *
+ * \param[in]    datas       source byte array
+ * \param[in]    dataslen    length of source data, in bytes
+ * \param[in]    seq         subarray of bytes to find in source data
+ * \param[in]    seqlen      length of subarray, in bytes
+ * \param[in]    newseq      replacement subarray; can be null
+ * \param[in]    newseqlen   length of replacement subarray, in bytes
+ * \param[out]   pdatadlen   length of dest byte array, in bytes
+ * \param[out]   pcount      [optional] the number of times that sub1
+ *                           is found in src; 0 if not found
+ * \return  datad   with all all subarrays replaced (or removed)
+ *
+ * 
+ * Notes:
+ *      (1) The byte arrays %datas, %seq and %newseq are not C strings,
+ *          because they can contain null bytes.  Therefore, for each
+ *          we must give the length of the array.
+ *      (2) If %newseq == NULL, this just removes all instances of %seq.
+ *          Otherwise, it replaces every non-overlapping occurrence of
+ *          %seq in %datas with %newseq. A new array %datad and its
+ *          size are returned.  See arrayFindEachSequence() for more
+ *          details on finding non-overlapping occurrences.
+ *      (3) If no instances of %seq are found, this returns a copy of %datas.
+ *      (4) The returned %datad is null terminated.
+ *      (5) Can use stringReplaceEachSubstr() if using C strings.
+ * 

+ */
+l_uint8 *
+arrayReplaceEachSequence(const l_uint8  *datas,
+                         size_t          dataslen,
+                         const l_uint8  *seq,
+                         size_t          seqlen,
+                         const l_uint8  *newseq,
+                         size_t          newseqlen,
+                         size_t         *pdatadlen,
+                         l_int32        *pcount)
+{
+l_uint8  *datad;
+size_t    newsize;
+l_int32   n, i, j, di, si, index, incr;
+L_DNA    *da;
+
+    PROCNAME("arrayReplaceEachSequence");
+
+    if (pcount) *pcount = 0;
+    if (!datas || !seq)
+        return (l_uint8 *)ERROR_PTR("datas & seq not both defined",
+                                    procName, NULL);
+    if (!pdatadlen)
+        return (l_uint8 *)ERROR_PTR("&datadlen not defined", procName, NULL);
+    *pdatadlen = 0;
+
+        /* Identify the locations of the sequence.  If there are none,
+         * return a copy of %datas. */
+    if ((da = arrayFindEachSequence(datas, dataslen, seq, seqlen)) == NULL) {
+        *pdatadlen = dataslen;
+        return l_binaryCopy(datas, dataslen);
+    }
+
+        /* Allocate the output data; insure null termination */
+    n = l_dnaGetCount(da);
+    if (pcount) *pcount = n;
+    if (!newseq) newseqlen = 0;
+    newsize = dataslen + n * (newseqlen - seqlen) + 4;
+    if ((datad = (l_uint8 *)LEPT_CALLOC(newsize, sizeof(l_uint8))) == NULL) {
+        l_dnaDestroy(&da);
+        return (l_uint8 *)ERROR_PTR("datad not made", procName, NULL);
+    }
+
+        /* Replace each sequence instance with a new sequence */
+    l_dnaGetIValue(da, 0, &si);
+    for (i = 0, di = 0, index = 0; i < dataslen; i++) {
+        if (i == si) {
+            index++;
+            if (index < n) {
+                l_dnaGetIValue(da, index, &si);
+                incr = L_MIN(seqlen, si - i);  /* amount to remove from datas */
+            } else {
+                incr = seqlen;
+            }
+            i += incr - 1;  /* jump over the matched sequence in datas */
+            if (newseq) {  /* add new sequence to datad */
+                for (j = 0; j < newseqlen; j++)
+                    datad[di++] = newseq[j];
+            }
+        } else {
+            datad[di++] = datas[i];
+        }
+    }
+
+    *pdatadlen = di;
+    l_dnaDestroy(&da);
+    return datad;
+}
+
+
+/*!
+ * \brief   arrayFindEachSequence()
+ *
+ * \param[in]    data       byte array
+ * \param[in]    datalen    length of data, in bytes
+ * \param[in]    sequence   subarray of bytes to find in data
+ * \param[in]    seqlen     length of sequence, in bytes
+ * \return  dna of offsets where the sequence is found, or NULL if
+ *              none are found or on error
+ *
+ * 
+ * Notes:
+ *      (1) The byte arrays %data and %sequence are not C strings,
+ *          because they can contain null bytes.  Therefore, for each
+ *          we must give the length of the array.
+ *      (2) This finds every non-overlapping occurrence in %data of %sequence.
+ *          After it finds each match, it moves forward by the length
+ *          of the sequence before continuing the search.  So for example,
+ *          if you search for the sequence 'aa' in the data 'baaabbb',
+ *          you find one match at position 1.
+ * 

+ */
+L_DNA *
+arrayFindEachSequence(const l_uint8  *data,
+                      size_t          datalen,
+                      const l_uint8  *sequence,
+                      size_t          seqlen)
+{
+l_int32  start, offset, realoffset, found;
+L_DNA   *da;
+
+    PROCNAME("arrayFindEachSequence");
+
+    if (!data || !sequence)
+        return (L_DNA *)ERROR_PTR("data & sequence not both defined",
+                                  procName, NULL);
+
+    da = l_dnaCreate(0);
+    start = 0;
+    while (1) {
+        arrayFindSequence(data + start, datalen - start, sequence, seqlen,
+                          &offset, &found);
+        if (found == FALSE)
+            break;
+
+        realoffset = start + offset;
+        l_dnaAddNumber(da, realoffset);
+        start = realoffset + seqlen;
+        if (start >= datalen)
+            break;
+    }
+
+    if (l_dnaGetCount(da) == 0)
+        l_dnaDestroy(&da);
+    return da;
+}
+
+
+/*!
+ * \brief   arrayFindSequence()
+ *
+ * \param[in]    data       byte array
+ * \param[in]    datalen    length of data, in bytes
+ * \param[in]    sequence   subarray of bytes to find in data
+ * \param[in]    seqlen     length of sequence, in bytes
+ * \param[out]   poffset    offset from beginning of
+ *                          data where the sequence begins
+ * \param[out]   pfound     1 if sequence is found; 0 otherwise
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The byte arrays 'data' and 'sequence' are not C strings,
+ *          because they can contain null bytes.  Therefore, for each
+ *          we must give the length of the array.
+ *      (2) This searches for the first occurrence in %data of %sequence,
+ *          which consists of %seqlen bytes.  The parameter %seqlen
+ *          must not exceed the actual length of the %sequence byte array.
+ *      (3) If the sequence is not found, the offset will be 0, so you
+ *          must check %found.
+ * 

+ */
+l_ok
+arrayFindSequence(const l_uint8  *data,
+                  size_t          datalen,
+                  const l_uint8  *sequence,
+                  size_t          seqlen,
+                  l_int32        *poffset,
+                  l_int32        *pfound)
+{
+l_int32  i, j, found, lastpos;
+
+    PROCNAME("arrayFindSequence");
+
+    if (poffset) *poffset = 0;
+    if (pfound) *pfound = FALSE;
+    if (!data || !sequence)
+        return ERROR_INT("data & sequence not both defined", procName, 1);
+    if (!poffset || !pfound)
+        return ERROR_INT("&offset and &found not defined", procName, 1);
+
+    lastpos = datalen - seqlen + 1;
+    found = FALSE;
+    for (i = 0; i < lastpos; i++) {
+        for (j = 0; j < seqlen; j++) {
+            if (data[i + j] != sequence[j])
+                 break;
+            if (j == seqlen - 1)
+                 found = TRUE;
+        }
+        if (found == TRUE)
+            break;
+    }
+
+    if (found == TRUE) {
+        *poffset = i;
+        *pfound = TRUE;
+    }
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                             Safe realloc                           *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   reallocNew()
+ *
+ * \param[in,out]  pindata    nulls indata before reallocing
+ * \param[in]      oldsize    size of input data to be copied, in bytes
+ * \param[in]      newsize    size of buffer to be reallocated in bytes
+ * \return  ptr to new data, or NULL on error
+ *
+ *  Action: !N.B. 3) and (4!
+ *      1 Allocates memory, initialized to 0
+ *      2 Copies as much of the input data as possible
+ *          to the new block, truncating the copy if necessary
+ *      3 Frees the input data
+ *      4 Zeroes the input data ptr
+ *
+ * 
+ * Notes:
+ *      (1) If newsize <=0, just frees input data and nulls ptr
+ *      (2) If input data is null, just callocs new memory
+ *      (3) This differs from realloc in that it always allocates
+ *          new memory (if newsize > 0) and initializes it to 0,
+ *          it requires the amount of old data to be copied,
+ *          and it takes the address of the input ptr and
+ *          nulls the handle.
+ * 

+ */
+void *
+reallocNew(void   **pindata,
+           l_int32  oldsize,
+           l_int32  newsize)
+{
+l_int32  minsize;
+void    *indata;
+void    *newdata;
+
+    PROCNAME("reallocNew");
+
+    if (!pindata)
+        return ERROR_PTR("input data not defined", procName, NULL);
+    indata = *pindata;
+
+    if (newsize <= 0) {   /* nonstandard usage */
+        if (indata) {
+            LEPT_FREE(indata);
+            *pindata = NULL;
+        }
+        return NULL;
+    }
+
+    if (!indata) {  /* nonstandard usage */
+        if ((newdata = (void *)LEPT_CALLOC(1, newsize)) == NULL)
+            return ERROR_PTR("newdata not made", procName, NULL);
+        return newdata;
+    }
+
+        /* Standard usage */
+    if ((newdata = (void *)LEPT_CALLOC(1, newsize)) == NULL)
+        return ERROR_PTR("newdata not made", procName, NULL);
+    minsize = L_MIN(oldsize, newsize);
+    memcpy(newdata, indata, minsize);
+    LEPT_FREE(indata);
+    *pindata = NULL;
+
+    return newdata;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                 Read and write between file and memory             *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   l_binaryRead()
+ *
+ * \param[in]    filename
+ * \param[out]   pnbytes    number of bytes read
+ * \return  data, or NULL on error
+ */
+l_uint8 *
+l_binaryRead(const char  *filename,
+             size_t      *pnbytes)
+{
+l_uint8  *data;
+FILE     *fp;
+
+    PROCNAME("l_binaryRead");
+
+    if (!pnbytes)
+        return (l_uint8 *)ERROR_PTR("pnbytes not defined", procName, NULL);
+    *pnbytes = 0;
+    if (!filename)
+        return (l_uint8 *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (l_uint8 *)ERROR_PTR("file stream not opened", procName, NULL);
+    data = l_binaryReadStream(fp, pnbytes);
+    fclose(fp);
+    return data;
+}
+
+
+/*!
+ * \brief   l_binaryReadStream()
+ *
+ * \param[in]    fp        file stream opened to read; can be stdin
+ * \param[out]   pnbytes   number of bytes read
+ * \return  null-terminated array, or NULL on error; reading 0 bytes
+ *          is not an error
+ *
+ * 
+ * Notes:
+ *      (1) The returned array is terminated with a null byte so that it can
+ *          be used to read ascii data from a file into a proper C string.
+ *      (2) This can be used to capture data that is piped in via stdin,
+ *          because it does not require seeking within the file.
+ *      (3) For example, you can read an image from stdin into memory
+ *          using shell redirection, with one of these shell commands:
+ * \code
+ *             cat  | readprog
+ *             readprog < 
+ * \endcode
+ *          where readprog is:
+ * \code
+ *             l_uint8 *data = l_binaryReadStream(stdin, &nbytes);
+ *             Pix *pix = pixReadMem(data, nbytes);
+ * \endcode
+ * 

+ */
+l_uint8 *
+l_binaryReadStream(FILE    *fp,
+                   size_t  *pnbytes)
+{
+l_uint8    *data;
+l_int32     seekable, navail, nadd, nread;
+L_BBUFFER  *bb;
+
+    PROCNAME("l_binaryReadStream");
+
+    if (!pnbytes)
+        return (l_uint8 *)ERROR_PTR("&nbytes not defined", procName, NULL);
+    *pnbytes = 0;
+    if (!fp)
+        return (l_uint8 *)ERROR_PTR("fp not defined", procName, NULL);
+
+        /* Test if the stream is seekable, by attempting to seek to
+         * the start of data.  This is a no-op.  If it is seekable, use
+         * l_binaryReadSelectStream() to determine the size of the
+         * data to be read in advance. */
+    seekable = (ftell(fp) == 0) ? 1 : 0;
+    if (seekable)
+        return l_binaryReadSelectStream(fp, 0, 0, pnbytes);
+
+        /* If it is not seekable, use the bbuffer to realloc memory
+         * as needed during reading. */
+    bb = bbufferCreate(NULL, 4096);
+    while (1) {
+        navail = bb->nalloc - bb->n;
+        if (navail < 4096) {
+             nadd = L_MAX(bb->nalloc, 4096);
+             bbufferExtendArray(bb, nadd);
+        }
+        nread = fread((void *)(bb->array + bb->n), 1, 4096, fp);
+        bb->n += nread;
+        if (nread != 4096) break;
+    }
+
+        /* Copy the data to a new array sized for the data, because
+         * the bbuffer array can be nearly twice the size we need. */
+    if ((data = (l_uint8 *)LEPT_CALLOC(bb->n + 1, sizeof(l_uint8))) != NULL) {
+        memcpy(data, bb->array, bb->n);
+        *pnbytes = bb->n;
+    } else {
+        L_ERROR("calloc fail for data\n", procName);
+    }
+
+    bbufferDestroy(&bb);
+    return data;
+}
+
+
+/*!
+ * \brief   l_binaryReadSelect()
+ *
+ * \param[in]    filename
+ * \param[in]    start     first byte to read
+ * \param[in]    nbytes    number of bytes to read; use 0 to read to end of file
+ * \param[out]   pnread    number of bytes actually read
+ * \return  data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The returned array is terminated with a null byte so that it can
+ *          be used to read ascii data from a file into a proper C string.
+ * 

+ */
+l_uint8 *
+l_binaryReadSelect(const char  *filename,
+                   size_t       start,
+                   size_t       nbytes,
+                   size_t      *pnread)
+{
+l_uint8  *data;
+FILE     *fp;
+
+    PROCNAME("l_binaryReadSelect");
+
+    if (!pnread)
+        return (l_uint8 *)ERROR_PTR("pnread not defined", procName, NULL);
+    *pnread = 0;
+    if (!filename)
+        return (l_uint8 *)ERROR_PTR("filename not defined", procName, NULL);
+
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return (l_uint8 *)ERROR_PTR("file stream not opened", procName, NULL);
+    data = l_binaryReadSelectStream(fp, start, nbytes, pnread);
+    fclose(fp);
+    return data;
+}
+
+
+/*!
+ * \brief   l_binaryReadSelectStream()
+ *
+ * \param[in]    fp       file stream
+ * \param[in]    start    first byte to read
+ * \param[in]    nbytes   number of bytes to read; use 0 to read to end of file
+ * \param[out]   pnread   number of bytes actually read
+ * \return  null-terminated array, or NULL on error; reading 0 bytes
+ *          is not an error
+ *
+ * 
+ * Notes:
+ *      (1) The returned array is terminated with a null byte so that it can
+ *          be used to read ascii data from a file into a proper C string.
+ *          If the file to be read is empty and %start == 0, an array
+ *          with a single null byte is returned.
+ *      (2) Side effect: the stream pointer is re-positioned to the
+ *          beginning of the file.
+ * 

+ */
+l_uint8 *
+l_binaryReadSelectStream(FILE    *fp,
+                         size_t   start,
+                         size_t   nbytes,
+                         size_t  *pnread)
+{
+l_uint8  *data;
+size_t    bytesleft, bytestoread, nread, filebytes;
+
+    PROCNAME("l_binaryReadSelectStream");
+
+    if (!pnread)
+        return (l_uint8 *)ERROR_PTR("&nread not defined", procName, NULL);
+    *pnread = 0;
+    if (!fp)
+        return (l_uint8 *)ERROR_PTR("stream not defined", procName, NULL);
+
+        /* Verify and adjust the parameters if necessary */
+    fseek(fp, 0, SEEK_END);  /* EOF */
+    filebytes = ftell(fp);
+    fseek(fp, 0, SEEK_SET);
+    if (start > filebytes) {
+        L_ERROR("start = %zu but filebytes = %zu\n", procName,
+                start, filebytes);
+        return NULL;
+    }
+    if (filebytes == 0)  /* start == 0; nothing to read; return null byte */
+        return (l_uint8 *)LEPT_CALLOC(1, 1);
+    bytesleft = filebytes - start;  /* greater than 0 */
+    if (nbytes == 0) nbytes = bytesleft;
+    bytestoread = (bytesleft >= nbytes) ? nbytes : bytesleft;
+
+        /* Read the data */
+    if ((data = (l_uint8 *)LEPT_CALLOC(1, bytestoread + 1)) == NULL)
+        return (l_uint8 *)ERROR_PTR("calloc fail for data", procName, NULL);
+    fseek(fp, start, SEEK_SET);
+    nread = fread(data, 1, bytestoread, fp);
+    if (nbytes != nread)
+        L_INFO("%zu bytes requested; %zu bytes read\n", procName,
+               nbytes, nread);
+    *pnread = nread;
+    fseek(fp, 0, SEEK_SET);
+    return data;
+}
+
+
+/*!
+ * \brief   l_binaryWrite()
+ *
+ * \param[in]    filename     output file
+ * \param[in]    operation    "w" for write; "a" for append
+ * \param[in]    data         binary data to be written
+ * \param[in]    nbytes       size of data array
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+l_binaryWrite(const char  *filename,
+              const char  *operation,
+              const void  *data,
+              size_t       nbytes)
+{
+char   actualOperation[20];
+FILE  *fp;
+
+    PROCNAME("l_binaryWrite");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!operation)
+        return ERROR_INT("operation not defined", procName, 1);
+    if (!data)
+        return ERROR_INT("data not defined", procName, 1);
+    if (nbytes <= 0)
+        return ERROR_INT("nbytes must be > 0", procName, 1);
+
+    if (strcmp(operation, "w") && strcmp(operation, "a"))
+        return ERROR_INT("operation not one of {'w','a'}", procName, 1);
+
+        /* The 'b' flag to fopen() is ignored for all POSIX
+         * conforming systems.  However, Windows needs the 'b' flag. */
+    stringCopy(actualOperation, operation, 2);
+    strncat(actualOperation, "b", 2);
+
+    if ((fp = fopenWriteStream(filename, actualOperation)) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    fwrite(data, 1, nbytes, fp);
+    fclose(fp);
+    return 0;
+}
+
+
+/*!
+ * \brief   nbytesInFile()
+ *
+ * \param[in]    filename
+ * \return  nbytes in file; 0 on error
+ */
+size_t
+nbytesInFile(const char  *filename)
+{
+size_t  nbytes;
+FILE   *fp;
+
+    PROCNAME("nbytesInFile");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 0);
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("stream not opened", procName, 0);
+    nbytes = fnbytesInFile(fp);
+    fclose(fp);
+    return nbytes;
+}
+
+
+/*!
+ * \brief   fnbytesInFile()
+ *
+ * \param[in]    fp    file stream
+ * \return  nbytes in file; 0 on error
+ */
+size_t
+fnbytesInFile(FILE  *fp)
+{
+l_int64  pos, nbytes;
+
+    PROCNAME("fnbytesInFile");
+
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 0);
+
+    pos = ftell(fp);          /* initial position */
+    if (pos < 0)
+        return ERROR_INT("seek position must be > 0", procName, 0);
+    fseek(fp, 0, SEEK_END);   /* EOF */
+    nbytes = ftell(fp);
+    fseek(fp, pos, SEEK_SET);        /* back to initial position */
+    return nbytes;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                     Copy and compare in memory                     *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   l_binaryCopy()
+ *
+ * \param[in]    datas
+ * \param[in]    size    of data array
+ * \return  datad on heap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) We add 4 bytes to the zeroed output because in some cases
+ *          (e.g., string handling) it is important to have the data
+ *          be null terminated.  This guarantees that after the memcpy,
+ *          the result is automatically null terminated.
+ * 

+ */
+l_uint8 *
+l_binaryCopy(const l_uint8  *datas,
+             size_t          size)
+{
+l_uint8  *datad;
+
+    PROCNAME("l_binaryCopy");
+
+    if (!datas)
+        return (l_uint8 *)ERROR_PTR("datas not defined", procName, NULL);
+
+    if ((datad = (l_uint8 *)LEPT_CALLOC(size + 4, sizeof(l_uint8))) == NULL)
+        return (l_uint8 *)ERROR_PTR("datad not made", procName, NULL);
+    memcpy(datad, datas, size);
+    return datad;
+}
+
+
+l_ok
+l_binaryCompare(const l_uint8  *data1,
+                size_t          size1,
+                const l_uint8  *data2,
+                size_t          size2,
+                l_int32  *psame)
+{
+l_int32  i;
+
+    PROCNAME("l_binaryCompare");
+
+    if (!psame)
+        return ERROR_INT("&same not defined", procName, 1);
+    *psame = FALSE;
+    if (!data1 || !data2)
+        return ERROR_INT("data1 and data2 not both defined", procName, 1);
+    if (size1 != size2) return 0;
+    for (i = 0; i < size1; i++) {
+        if (data1[i] != data2[i])
+            return 0;
+    }
+    *psame = TRUE;
+    return 0;
+}
+
+/*--------------------------------------------------------------------*
+ *                         File copy operations                       *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   fileCopy()
+ *
+ * \param[in]    srcfile   copy from this file
+ * \param[in]    newfile   copy to this file
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+fileCopy(const char  *srcfile,
+         const char  *newfile)
+{
+l_int32   ret;
+size_t    nbytes;
+l_uint8  *data;
+
+    PROCNAME("fileCopy");
+
+    if (!srcfile)
+        return ERROR_INT("srcfile not defined", procName, 1);
+    if (!newfile)
+        return ERROR_INT("newfile not defined", procName, 1);
+
+    if ((data = l_binaryRead(srcfile, &nbytes)) == NULL)
+        return ERROR_INT("data not returned", procName, 1);
+    ret = l_binaryWrite(newfile, "w", data, nbytes);
+    LEPT_FREE(data);
+    return ret;
+}
+
+
+/*!
+ * \brief   fileConcatenate()
+ *
+ * \param[in]    srcfile   append data from this file
+ * \param[in]    destfile  add data to this file
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+fileConcatenate(const char  *srcfile,
+                const char  *destfile)
+{
+size_t    nbytes;
+l_uint8  *data;
+
+    PROCNAME("fileConcatenate");
+
+    if (!srcfile)
+        return ERROR_INT("srcfile not defined", procName, 1);
+    if (!destfile)
+        return ERROR_INT("destfile not defined", procName, 1);
+
+    data = l_binaryRead(srcfile, &nbytes);
+    l_binaryWrite(destfile, "a", data, nbytes);
+    LEPT_FREE(data);
+    return 0;
+}
+
+
+/*!
+ * \brief   fileAppendString()
+ *
+ * \param[in]    filename
+ * \param[in]    str       string to append to file
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+fileAppendString(const char  *filename,
+                 const char  *str)
+{
+FILE  *fp;
+
+    PROCNAME("fileAppendString");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!str)
+        return ERROR_INT("str not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "a")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    fprintf(fp, "%s", str);
+    fclose(fp);
+    return 0;
+}
+
+
+/*--------------------------------------------------------------------*
+ *          Multi-platform functions for opening file streams         *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   fopenReadStream()
+ *
+ * \param[in]    filename
+ * \return  stream, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This should be used whenever you want to run fopen() to
+ *          read from a stream.  Never call fopen() directory.
+ *      (2) This handles the temp directory pathname conversion on windows:
+ *              /tmp  ==>  [Windows Temp directory]
+ * 

+ */
+FILE *
+fopenReadStream(const char  *filename)
+{
+char  *fname, *tail;
+FILE  *fp;
+
+    PROCNAME("fopenReadStream");
+
+    if (!filename)
+        return (FILE *)ERROR_PTR("filename not defined", procName, NULL);
+
+        /* Try input filename */
+    fname = genPathname(filename, NULL);
+    fp = fopen(fname, "rb");
+    LEPT_FREE(fname);
+    if (fp) return fp;
+
+        /* Else, strip directory and try locally */
+    splitPathAtDirectory(filename, NULL, &tail);
+    fp = fopen(tail, "rb");
+    LEPT_FREE(tail);
+
+    if (!fp)
+        return (FILE *)ERROR_PTR("file not found", procName, NULL);
+    return fp;
+}
+
+
+/*!
+ * \brief   fopenWriteStream()
+ *
+ * \param[in]    filename
+ * \param[in]    modestring
+ * \return  stream, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This should be used whenever you want to run fopen() to
+ *          write or append to a stream.  Never call fopen() directory.
+ *      (2) This handles the temp directory pathname conversion on windows:
+ *              /tmp  ==>  [Windows Temp directory]
+ * 

+ */
+FILE *
+fopenWriteStream(const char  *filename,
+                 const char  *modestring)
+{
+char  *fname;
+FILE  *fp;
+
+    PROCNAME("fopenWriteStream");
+
+    if (!filename)
+        return (FILE *)ERROR_PTR("filename not defined", procName, NULL);
+
+    fname = genPathname(filename, NULL);
+    fp = fopen(fname, modestring);
+    LEPT_FREE(fname);
+    if (!fp)
+        return (FILE *)ERROR_PTR("stream not opened", procName, NULL);
+    return fp;
+}
+
+
+/*!
+ * \brief   fopenReadFromMemory()
+ *
+ * \param[in]    data, size
+ * \return  file stream, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Work-around if fmemopen() not available.
+ *      (2) Windows tmpfile() writes into the root C:\ directory, which
+ *          requires admin privileges.  This also works around that.
+ * 

+ */
+FILE *
+fopenReadFromMemory(const l_uint8  *data,
+                    size_t          size)
+{
+FILE  *fp;
+
+    PROCNAME("fopenReadFromMemory");
+
+    if (!data)
+        return (FILE *)ERROR_PTR("data not defined", procName, NULL);
+
+#if HAVE_FMEMOPEN
+    if ((fp = fmemopen((void *)data, size, "rb")) == NULL)
+        return (FILE *)ERROR_PTR("stream not opened", procName, NULL);
+#else  /* write to tmp file */
+    L_INFO("work-around: writing to a temp file\n", procName);
+  #ifdef _WIN32
+    if ((fp = fopenWriteWinTempfile()) == NULL)
+        return (FILE *)ERROR_PTR("tmpfile stream not opened", procName, NULL);
+  #else
+    if ((fp = tmpfile()) == NULL)
+        return (FILE *)ERROR_PTR("tmpfile stream not opened", procName, NULL);
+  #endif  /*  _WIN32 */
+    fwrite(data, 1, size, fp);
+    rewind(fp);
+#endif  /* HAVE_FMEMOPEN */
+
+    return fp;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                Opening a windows tmpfile for writing               *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   fopenWriteWinTempfile()
+ *
+ * \return  file stream, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) The Windows version of tmpfile() writes into the root
+ *          C:\ directory, which requires admin privileges.  This
+ *          function provides an alternative implementation.
+ * 

+ */
+FILE *
+fopenWriteWinTempfile()
+{
+#ifdef _WIN32
+l_int32  handle;
+FILE    *fp;
+char    *filename;
+
+    PROCNAME("fopenWriteWinTempfile");
+
+    if ((filename = l_makeTempFilename()) == NULL) {
+        L_ERROR("l_makeTempFilename failed, %s\n", procName, strerror(errno));
+        return NULL;
+    }
+
+    handle = _open(filename, _O_CREAT | _O_RDWR | _O_SHORT_LIVED |
+                   _O_TEMPORARY | _O_BINARY, _S_IREAD | _S_IWRITE);
+    lept_free(filename);
+    if (handle == -1) {
+        L_ERROR("_open failed, %s\n", procName, strerror(errno));
+        return NULL;
+    }
+
+    if ((fp = _fdopen(handle, "r+b")) == NULL) {
+        L_ERROR("_fdopen failed, %s\n", procName, strerror(errno));
+        return NULL;
+    }
+
+    return fp;
+#else
+    return NULL;
+#endif  /*  _WIN32 */
+}
+
+
+/*--------------------------------------------------------------------*
+ *       Multi-platform functions that avoid C-runtime boundary       *
+ *             crossing for applications with Windows DLLs            *
+ *--------------------------------------------------------------------*/
+/*
+ *  Problems arise when pointers to streams and data are passed
+ *  between two Windows DLLs that have been generated with different
+ *  C runtimes.  To avoid this, leptonica provides wrappers for
+ *  several C library calls.
+ */
+/*!
+ * \brief   lept_fopen()
+ *
+ * \param[in]    filename
+ * \param[in]    mode       same as for fopen(); e.g., "rb"
+ * \return  stream or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This must be used by any application that passes
+ *          a file handle to a leptonica Windows DLL.
+ * 

+ */
+FILE *
+lept_fopen(const char  *filename,
+           const char  *mode)
+{
+    PROCNAME("lept_fopen");
+
+    if (!filename)
+        return (FILE *)ERROR_PTR("filename not defined", procName, NULL);
+    if (!mode)
+        return (FILE *)ERROR_PTR("mode not defined", procName, NULL);
+
+    if (stringFindSubstr(mode, "r", NULL))
+        return fopenReadStream(filename);
+    else
+        return fopenWriteStream(filename, mode);
+}
+
+
+/*!
+ * \brief   lept_fclose()
+ *
+ * \param[in]    fp    file stream
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This should be used by any application that accepts
+ *          a file handle generated by a leptonica Windows DLL.
+ * 

+ */
+l_ok
+lept_fclose(FILE *fp)
+{
+    PROCNAME("lept_fclose");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+
+    return fclose(fp);
+}
+
+
+/*!
+ * \brief   lept_calloc()
+ *
+ * \param[in]    nmemb    number of members
+ * \param[in]    size     of each member
+ * \return  void ptr, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) For safety with windows DLLs, this can be used in conjunction
+ *          with lept_free() to avoid C-runtime boundary problems.
+ *          Just use these two functions throughout your application.
+ * 

+ */
+void *
+lept_calloc(size_t  nmemb,
+            size_t  size)
+{
+    if (nmemb <= 0 || size <= 0)
+        return NULL;
+    return LEPT_CALLOC(nmemb, size);
+}
+
+
+/*!
+ * \brief   lept_free()
+ *
+ * \param[in]    ptr
+ *
+ * 
+ * Notes:
+ *      (1) This should be used by any application that accepts
+ *          heap data allocated by a leptonica Windows DLL.
+ * 

+ */
+void
+lept_free(void *ptr)
+{
+    if (!ptr) return;
+    LEPT_FREE(ptr);
+    return;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                Multi-platform file system operations               *
+ *         [ These only write to /tmp or its subdirectories ]         *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   lept_mkdir()
+ *
+ * \param[in]    subdir    of /tmp or its equivalent on Windows
+ * \return  0 on success, non-zero on failure
+ *
+ * 
+ * Notes:
+ *      (1) %subdir is a partial path that can consist of one or more
+ *          directories.
+ *      (2) This makes any subdirectories of /tmp that are required.
+ *      (3) The root temp directory is:
+ *            /tmp    (unix)  [default]
+ *            [Temp]  (windows)
+ * 

+ */
+l_int32
+lept_mkdir(const char  *subdir)
+{
+char     *dir, *tmpdir;
+l_int32   i, n;
+l_int32   ret = 0;
+SARRAY   *sa;
+#ifdef  _WIN32
+l_uint32  attributes;
+#endif  /* _WIN32 */
+
+    PROCNAME("lept_mkdir");
+
+    if (!LeptDebugOK) {
+        L_INFO("making named temp subdirectory %s is disabled\n",
+               procName, subdir);
+        return 0;
+    }
+
+    if (!subdir)
+        return ERROR_INT("subdir not defined", procName, 1);
+    if ((strlen(subdir) == 0) || (subdir[0] == '.') || (subdir[0] == '/'))
+        return ERROR_INT("subdir not an actual subdirectory", procName, 1);
+
+    sa = sarrayCreate(0);
+    sarraySplitString(sa, subdir, "/");
+    n = sarrayGetCount(sa);
+    dir = genPathname("/tmp", NULL);
+       /* Make sure the tmp directory exists */
+#ifndef _WIN32
+    ret = mkdir(dir, 0777);
+#else
+    attributes = GetFileAttributes(dir);
+    if (attributes == INVALID_FILE_ATTRIBUTES)
+        ret = (CreateDirectory(dir, NULL) ? 0 : 1);
+#endif
+        /* Make all the subdirectories */
+    for (i = 0; i < n; i++) {
+        tmpdir = pathJoin(dir, sarrayGetString(sa, i, L_NOCOPY));
+#ifndef _WIN32
+        ret += mkdir(tmpdir, 0777);
+#else
+        if (CreateDirectory(tmpdir, NULL) == 0)
+            ret += (GetLastError () != ERROR_ALREADY_EXISTS);
+#endif
+        LEPT_FREE(dir);
+        dir = tmpdir;
+    }
+    LEPT_FREE(dir);
+    sarrayDestroy(&sa);
+    if (ret > 0)
+        L_ERROR("failure to create %d directories\n", procName, ret);
+    return ret;
+}
+
+
+/*!
+ * \brief   lept_rmdir()
+ *
+ * \param[in]    subdir    of /tmp or its equivalent on Windows
+ * \return  0 on success, non-zero on failure
+ *
+ * 
+ * Notes:
+ *      (1) %subdir is a partial path that can consist of one or more
+ *          directories.
+ *      (2) This removes all files from the specified subdirectory of
+ *          the root temp directory:
+ *            /tmp    (unix)
+ *            [Temp]  (windows)
+ *          and then removes the subdirectory.
+ *      (3) The combination
+ *            lept_rmdir(subdir);
+ *            lept_mkdir(subdir);
+ *          is guaranteed to give you an empty subdirectory.
+ * 

+ */
+l_int32
+lept_rmdir(const char  *subdir)
+{
+char    *dir, *realdir, *fname, *fullname;
+l_int32  exists, ret, i, nfiles;
+SARRAY  *sa;
+#ifdef _WIN32
+char    *newpath;
+#endif  /* _WIN32 */
+
+    PROCNAME("lept_rmdir");
+
+    if (!subdir)
+        return ERROR_INT("subdir not defined", procName, 1);
+    if ((strlen(subdir) == 0) || (subdir[0] == '.') || (subdir[0] == '/'))
+        return ERROR_INT("subdir not an actual subdirectory", procName, 1);
+
+        /* Find the temp subdirectory */
+    dir = pathJoin("/tmp", subdir);
+    if (!dir)
+        return ERROR_INT("directory name not made", procName, 1);
+    lept_direxists(dir, &exists);
+    if (!exists) {  /* fail silently */
+        LEPT_FREE(dir);
+        return 0;
+    }
+
+        /* List all the files in that directory */
+    if ((sa = getFilenamesInDirectory(dir)) == NULL) {
+        L_ERROR("directory %s does not exist!\n", procName, dir);
+        LEPT_FREE(dir);
+        return 1;
+    }
+    nfiles = sarrayGetCount(sa);
+
+    for (i = 0; i < nfiles; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        fullname = genPathname(dir, fname);
+        remove(fullname);
+        LEPT_FREE(fullname);
+    }
+
+#ifndef _WIN32
+    realdir = genPathname("/tmp", subdir);
+    ret = rmdir(realdir);
+    LEPT_FREE(realdir);
+#else
+    newpath = genPathname(dir, NULL);
+    ret = (RemoveDirectory(newpath) ? 0 : 1);
+    LEPT_FREE(newpath);
+#endif  /* !_WIN32 */
+
+    sarrayDestroy(&sa);
+    LEPT_FREE(dir);
+    return ret;
+}
+
+
+/*!
+ * \brief   lept_direxists()
+ *
+ * \param[in]    dir
+ * \param[out]   pexists    1 if it exists; 0 otherwise
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) Always use unix pathname separators.
+ *      (2) By calling genPathname(), if the pathname begins with "/tmp"
+ *          this does an automatic directory translation on windows
+ *          to a path in the windows [Temp] directory:
+ *             "/tmp"  ==>  [Temp] (windows)
+ * 

+ */
+void
+lept_direxists(const char  *dir,
+               l_int32     *pexists)
+{
+char  *realdir;
+
+    if (!pexists) return;
+    *pexists = 0;
+    if (!dir) return;
+    if ((realdir = genPathname(dir, NULL)) == NULL)
+        return;
+
+#ifndef _WIN32
+    {
+    struct stat s;
+    l_int32 err = stat(realdir, &s);
+    if (err != -1 && S_ISDIR(s.st_mode))
+        *pexists = 1;
+    }
+#else  /* _WIN32 */
+    l_uint32  attributes;
+    attributes = GetFileAttributes(realdir);
+    if (attributes != INVALID_FILE_ATTRIBUTES &&
+        (attributes & FILE_ATTRIBUTE_DIRECTORY)) {
+        *pexists = 1;
+    }
+#endif  /* _WIN32 */
+
+    LEPT_FREE(realdir);
+    return;
+}
+
+
+/*!
+ * \brief   lept_rm_match()
+ *
+ * \param[in]    subdir    [optional] if NULL, the removed files are in /tmp
+ * \param[in]    substr    [optional] pattern to match in filename
+ * \return  0 on success, non-zero on failure
+ *
+ * 
+ * Notes:
+ *      (1) This removes the matched files in /tmp or a subdirectory of /tmp.
+ *          Use NULL for %subdir if the files are in /tmp.
+ *      (2) If %substr == NULL, this removes all files in the directory.
+ *          If %substr == "" (empty), this removes no files.
+ *          If both %subdir == NULL and %substr == NULL, this removes
+ *          all files in /tmp.
+ *      (3) Use unix pathname separators.
+ *      (4) By calling genPathname(), if the pathname begins with "/tmp"
+ *          this does an automatic directory translation on windows
+ *          to a path in the windows [Temp] directory:
+ *             "/tmp"  ==>  [Temp] (windows)
+ *      (5) Error conditions:
+ *            * returns -1 if the directory is not found
+ *            * returns the number of files (> 0) that it was unable to remove.
+ * 

+ */
+l_int32
+lept_rm_match(const char  *subdir,
+              const char  *substr)
+{
+char    *path, *fname;
+char     tempdir[256];
+l_int32  i, n, ret;
+SARRAY  *sa;
+
+    PROCNAME("lept_rm_match");
+
+    makeTempDirname(tempdir, sizeof(tempdir), subdir);
+    if ((sa = getSortedPathnamesInDirectory(tempdir, substr, 0, 0)) == NULL)
+        return ERROR_INT("sa not made", procName, -1);
+    n = sarrayGetCount(sa);
+    if (n == 0) {
+        L_WARNING("no matching files found\n", procName);
+        sarrayDestroy(&sa);
+        return 0;
+    }
+
+    ret = 0;
+    for (i = 0; i < n; i++) {
+        fname = sarrayGetString(sa, i, L_NOCOPY);
+        path = genPathname(fname, NULL);
+        if (lept_rmfile(path) != 0) {
+            L_ERROR("failed to remove %s\n", procName, path);
+            ret++;
+        }
+        LEPT_FREE(path);
+    }
+    sarrayDestroy(&sa);
+    return ret;
+}
+
+
+/*!
+ * \brief   lept_rm()
+ *
+ * \param[in]    subdir    [optional] subdir of '/tmp'; can be NULL
+ * \param[in]    tail      filename without the directory
+ * \return  0 on success, non-zero on failure
+ *
+ * 
+ * Notes:
+ *      (1) By calling genPathname(), this does an automatic directory
+ *          translation on windows to a path in the windows [Temp] directory:
+ *             "/tmp/..."  ==>  [Temp]/... (windows)
+ * 

+ */
+l_int32
+lept_rm(const char  *subdir,
+        const char  *tail)
+{
+char    *path;
+char     newtemp[256];
+l_int32  ret;
+
+    PROCNAME("lept_rm");
+
+    if (!tail || strlen(tail) == 0)
+        return ERROR_INT("tail undefined or empty", procName, 1);
+
+    if (makeTempDirname(newtemp, sizeof(newtemp), subdir))
+        return ERROR_INT("temp dirname not made", procName, 1);
+    path = genPathname(newtemp, tail);
+    ret = lept_rmfile(path);
+    LEPT_FREE(path);
+    return ret;
+}
+
+
+/*!
+ * \brief
+ *
+ *  lept_rmfile()
+ *
+ * \param[in]    filepath     full path to file including the directory
+ * \return  0 on success, non-zero on failure
+ *
+ * 
+ * Notes:
+ *      (1) This removes the named file.
+ *      (2) Use unix pathname separators.
+ *      (3) There is no name translation.
+ *      (4) Unlike the other lept_* functions in this section, this can remove
+ *          any file -- it is not restricted to files that are in /tmp or a
+ *          subdirectory of it.
+ * 

+ */
+l_int32
+lept_rmfile(const char  *filepath)
+{
+l_int32  ret;
+
+    PROCNAME("lept_rmfile");
+
+    if (!filepath || strlen(filepath) == 0)
+        return ERROR_INT("filepath undefined or empty", procName, 1);
+
+#ifndef _WIN32
+    ret = remove(filepath);
+#else
+        /* Set attributes to allow deletion of read-only files */
+    SetFileAttributes(filepath, FILE_ATTRIBUTE_NORMAL);
+    ret = DeleteFile(filepath) ? 0 : 1;
+#endif  /* !_WIN32 */
+
+    return ret;
+}
+
+
+/*!
+ * \brief   lept_mv()
+ *
+ * \param[in]    srcfile
+ * \param[in]    newdir     [optional]; can be NULL
+ * \param[in]    newtail    [optional]; can be NULL
+ * \param[out]   pnewpath   [optional] of actual path; can be NULL
+ * \return  0 on success, non-zero on failure
+ *
+ * 
+ * Notes:
+ *      (1) This moves %srcfile to /tmp or to a subdirectory of /tmp.
+ *      (2) %srcfile can either be a full path or relative to the
+ *          current directory.
+ *      (3) %newdir can either specify an existing subdirectory of /tmp
+ *          or can be NULL.  In the latter case, the file will be written
+ *          into /tmp.
+ *      (4) %newtail can either specify a filename tail or, if NULL,
+ *          the filename is taken from src-tail, the tail of %srcfile.
+ *      (5) For debugging, the computed newpath can be returned.  It must
+ *          be freed by the caller.
+ *      (6) Reminders:
+ *          (a) specify files using unix pathnames
+ *          (b) for windows, translates
+ *                 /tmp  ==>  [Temp]
+ *              where [Temp] is the windows temp directory
+ *      (7) Examples:
+ *          * newdir = NULL,    newtail = NULL    ==> /tmp/src-tail
+ *          * newdir = NULL,    newtail = abc     ==> /tmp/abc
+ *          * newdir = def/ghi, newtail = NULL    ==> /tmp/def/ghi/src-tail
+ *          * newdir = def/ghi, newtail = abc     ==> /tmp/def/ghi/abc
+ * 

+ */
+l_int32
+lept_mv(const char  *srcfile,
+        const char  *newdir,
+        const char  *newtail,
+        char       **pnewpath)
+{
+char    *srcpath, *newpath, *dir, *srctail;
+char     newtemp[256];
+l_int32  ret;
+
+    PROCNAME("lept_mv");
+
+    if (!srcfile)
+        return ERROR_INT("srcfile not defined", procName, 1);
+
+        /* Require output pathname to be in /tmp/ or a subdirectory */
+    if (makeTempDirname(newtemp, sizeof(newtemp), newdir) == 1)
+        return ERROR_INT("newdir not NULL or a subdir of /tmp", procName, 1);
+
+        /* Get canonical src pathname */
+    splitPathAtDirectory(srcfile, &dir, &srctail);
+
+#ifndef _WIN32
+    srcpath = pathJoin(dir, srctail);
+    LEPT_FREE(dir);
+
+        /* Generate output pathname */
+    if (!newtail || newtail[0] == '\0')
+        newpath = pathJoin(newtemp, srctail);
+    else
+        newpath = pathJoin(newtemp, newtail);
+    LEPT_FREE(srctail);
+
+        /* Overwrite any existing file at 'newpath' */
+    ret = fileCopy(srcpath, newpath);
+    if (!ret) {  /* and remove srcfile */
+        char *realpath = genPathname(srcpath, NULL);
+        remove(realpath);
+        LEPT_FREE(realpath);
+    }
+#else
+    srcpath = genPathname(dir, srctail);
+    LEPT_FREE(dir);
+
+        /* Generate output pathname */
+    if (!newtail || newtail[0] == '\0')
+        newpath = genPathname(newtemp, srctail);
+    else
+        newpath = genPathname(newtemp, newtail);
+    LEPT_FREE(srctail);
+
+        /* Overwrite any existing file at 'newpath' */
+    ret = MoveFileEx(srcpath, newpath,
+                     MOVEFILE_COPY_ALLOWED | MOVEFILE_REPLACE_EXISTING) ? 0 : 1;
+#endif  /* ! _WIN32 */
+
+    LEPT_FREE(srcpath);
+    if (pnewpath)
+        *pnewpath = newpath;
+    else
+        LEPT_FREE(newpath);
+    return ret;
+}
+
+
+/*!
+ * \brief   lept_cp()
+ *
+ * \param[in]    srcfile
+ * \param[in]    newdir    [optional]; can be NULL
+ * \param[in]    newtail   [optional]; can be NULL
+ * \param[out]   pnewpath  [optional] of actual path; can be NULL
+ * \return  0 on success, non-zero on failure
+ *
+ * 
+ * Notes:
+ *      (1) This copies %srcfile to /tmp or to a subdirectory of /tmp.
+ *      (2) %srcfile can either be a full path or relative to the
+ *          current directory.
+ *      (3) %newdir can either specify an existing subdirectory of /tmp,
+ *          or can be NULL.  In the latter case, the file will be written
+ *          into /tmp.
+ *      (4) %newtail can either specify a filename tail or, if NULL,
+ *          the filename is taken from src-tail, the tail of %srcfile.
+ *      (5) For debugging, the computed newpath can be returned.  It must
+ *          be freed by the caller.
+ *      (6) Reminders:
+ *          (a) specify files using unix pathnames
+ *          (b) for windows, translates
+ *                 /tmp  ==>  [Temp]
+ *              where [Temp] is the windows temp directory
+ *      (7) Examples:
+ *          * newdir = NULL,    newtail = NULL    ==> /tmp/src-tail
+ *          * newdir = NULL,    newtail = abc     ==> /tmp/abc
+ *          * newdir = def/ghi, newtail = NULL    ==> /tmp/def/ghi/src-tail
+ *          * newdir = def/ghi, newtail = abc     ==> /tmp/def/ghi/abc
+ *
+ * 

+ */
+l_int32
+lept_cp(const char  *srcfile,
+        const char  *newdir,
+        const char  *newtail,
+        char       **pnewpath)
+{
+char    *srcpath, *newpath, *dir, *srctail;
+char     newtemp[256];
+l_int32  ret;
+
+    PROCNAME("lept_cp");
+
+    if (!srcfile)
+        return ERROR_INT("srcfile not defined", procName, 1);
+
+        /* Require output pathname to be in /tmp or a subdirectory */
+    if (makeTempDirname(newtemp, sizeof(newtemp), newdir) == 1)
+        return ERROR_INT("newdir not NULL or a subdir of /tmp", procName, 1);
+
+       /* Get canonical src pathname */
+    splitPathAtDirectory(srcfile, &dir, &srctail);
+
+#ifndef _WIN32
+    srcpath = pathJoin(dir, srctail);
+    LEPT_FREE(dir);
+
+        /* Generate output pathname */
+    if (!newtail || newtail[0] == '\0')
+        newpath = pathJoin(newtemp, srctail);
+    else
+        newpath = pathJoin(newtemp, newtail);
+    LEPT_FREE(srctail);
+
+        /* Overwrite any existing file at 'newpath' */
+    ret = fileCopy(srcpath, newpath);
+#else
+    srcpath = genPathname(dir, srctail);
+    LEPT_FREE(dir);
+
+        /* Generate output pathname */
+    if (!newtail || newtail[0] == '\0')
+        newpath = genPathname(newtemp, srctail);
+    else
+        newpath = genPathname(newtemp, newtail);
+    LEPT_FREE(srctail);
+
+        /* Overwrite any existing file at 'newpath' */
+    ret = CopyFile(srcpath, newpath, FALSE) ? 0 : 1;
+#endif   /* !_WIN32 */
+
+    LEPT_FREE(srcpath);
+    if (pnewpath)
+        *pnewpath = newpath;
+    else
+        LEPT_FREE(newpath);
+    return ret;
+}
+
+
+/*--------------------------------------------------------------------*
+ *          Special debug/test function for calling 'system'          *
+ *--------------------------------------------------------------------*/
+#if defined(__APPLE__)
+  #include "TargetConditionals.h"
+#endif  /* __APPLE__ */
+
+/*!
+ * \brief   callSystemDebug()
+ *
+ * \param[in]    cmd      command to be exec'd
+ * \return  void
+ *
+ * 
+ * Notes:
+ *      (1) The C library 'system' call is only made through this function.
+ *          It only works in debug/test mode, where the global variable
+ *          LeptDebugOK == TRUE.  This variable is set to FALSE in the
+ *          library as distributed, and calling this function will
+ *          generate an error message.
+ * 

+ */
+void
+callSystemDebug(const char *cmd)
+{
+l_int32  ret;
+
+    PROCNAME("callSystemDebug");
+
+    if (!cmd) {
+        L_ERROR("cmd not defined\n", procName);
+        return;
+    }
+    if (LeptDebugOK == FALSE) {
+        L_INFO("'system' calls are disabled\n", procName);
+        return;
+    }
+
+#if defined(__APPLE__)  /* iOS 11 does not support system() */
+
+  #if TARGET_OS_OSX /* Mac OS X */
+    ret = system(cmd);
+  #elif TARGET_OS_IPHONE || defined(OS_IOS)  /* iOS */
+    L_ERROR("iOS 11 does not support system()\n", procName);
+  #endif  /* TARGET_OS_OSX */
+
+#else /* ! __APPLE__ */
+
+   ret = system(cmd);
+
+#endif /* __APPLE__ */
+}
+
+
+/*--------------------------------------------------------------------*
+ *                     General file name operations                   *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   splitPathAtDirectory()
+ *
+ * \param[in]    pathname  full path; can be a directory
+ * \param[out]   pdir      [optional] root directory name of
+ *                         input path, including trailing '/'
+ * \param[out]   ptail     [optional] path tail, which is either
+ *                         the file name within the root directory or
+ *                         the last sub-directory in the path
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If you only want the tail, input null for the root directory ptr.
+ *      (2) If you only want the root directory name, input null for the
+ *          tail ptr.
+ *      (3) This function makes decisions based only on the lexical
+ *          structure of the input.  Examples:
+ *            /usr/tmp/abc.d  -->  dir: /usr/tmp/       tail: abc.d
+ *            /usr/tmp/       -->  dir: /usr/tmp/       tail: [empty string]
+ *            /usr/tmp        -->  dir: /usr/           tail: tmp
+ *            abc.d           -->  dir: [empty string]  tail: abc.d
+ *      (4  Consider the first example above: /usr/tmp/abc.d.
+ *          Suppose you want the stem of the file, abc, without either
+ *          the directory or the extension.  This can be extracted in two steps:
+ *              splitPathAtDirectory("usr/tmp/abc.d", NULL, &tail);
+ *                   [sets tail: "abc.d"]
+ *              splitPathAtExtension(tail, &basename, NULL);
+ *                   [sets basename: "abc"]
+ *      (5) The input can have either forward (unix) or backward (win)
+ *          slash separators.  The output has unix separators.
+ *          Note that Win32 pathname functions generally accept both
+ *          slash forms, but the windows command line interpreter
+ *          only accepts backward slashes, because forward slashes are
+ *          used to demarcate switches (vs. dashes in unix).
+ * 

+ */
+l_ok
+splitPathAtDirectory(const char  *pathname,
+                     char       **pdir,
+                     char       **ptail)
+{
+char  *cpathname, *lastslash;
+
+    PROCNAME("splitPathAtDirectory");
+
+    if (!pdir && !ptail)
+        return ERROR_INT("null input for both strings", procName, 1);
+    if (pdir) *pdir = NULL;
+    if (ptail) *ptail = NULL;
+    if (!pathname)
+        return ERROR_INT("pathname not defined", procName, 1);
+
+    cpathname = stringNew(pathname);
+    convertSepCharsInPath(cpathname, UNIX_PATH_SEPCHAR);
+    lastslash = strrchr(cpathname, '/');
+    if (lastslash) {
+        if (ptail)
+            *ptail = stringNew(lastslash + 1);
+        if (pdir) {
+            *(lastslash + 1) = '\0';
+            *pdir = cpathname;
+        } else {
+            LEPT_FREE(cpathname);
+        }
+    } else {  /* no directory */
+        if (pdir)
+            *pdir = stringNew("");
+        if (ptail)
+            *ptail = cpathname;
+        else
+            LEPT_FREE(cpathname);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   splitPathAtExtension()
+ *
+ * \param[in]    pathname    full path; can be a directory
+ * \param[out]   pbasename   [optional] pathname not including the
+ *                           last dot and characters after that
+ * \param[out]   pextension  [optional] path extension, which is
+ *                           the last dot and the characters after it.  If
+ *                           there is no extension, it returns the empty string
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) If you only want the extension, input null for the basename ptr.
+ *      (2) If you only want the basename without extension, input null
+ *          for the extension ptr.
+ *      (3) This function makes decisions based only on the lexical
+ *          structure of the input.  Examples:
+ *            /usr/tmp/abc.jpg  -->  basename: /usr/tmp/abc    ext: .jpg
+ *            /usr/tmp/.jpg     -->  basename: /usr/tmp/       ext: .jpg
+ *            /usr/tmp.jpg/     -->  basename: /usr/tmp.jpg/   ext: [empty str]
+ *            ./.jpg            -->  basename: ./              ext: .jpg
+ *      (4) The input can have either forward (unix) or backward (win)
+ *          slash separators.  The output has unix separators.
+ *      (5) Note that basename, as used here, is different from the result
+ *          of the unix program 'basename'.  Here, basename is the entire
+ *          pathname up to a final extension and its preceding dot.
+ * 

+ */
+l_ok
+splitPathAtExtension(const char  *pathname,
+                     char       **pbasename,
+                     char       **pextension)
+{
+char  *tail, *dir, *lastdot;
+char   empty[4] = "";
+
+    PROCNAME("splitPathExtension");
+
+    if (!pbasename && !pextension)
+        return ERROR_INT("null input for both strings", procName, 1);
+    if (pbasename) *pbasename = NULL;
+    if (pextension) *pextension = NULL;
+    if (!pathname)
+        return ERROR_INT("pathname not defined", procName, 1);
+
+        /* Split out the directory first */
+    splitPathAtDirectory(pathname, &dir, &tail);
+
+        /* Then look for a "." in the tail part.
+         * This way we ignore all "." in the directory. */
+    if ((lastdot = strrchr(tail, '.'))) {
+        if (pextension)
+            *pextension = stringNew(lastdot);
+        if (pbasename) {
+            *lastdot = '\0';
+            *pbasename = stringJoin(dir, tail);
+        }
+    } else {
+        if (pextension)
+            *pextension = stringNew(empty);
+        if (pbasename)
+            *pbasename = stringNew(pathname);
+    }
+    LEPT_FREE(dir);
+    LEPT_FREE(tail);
+    return 0;
+}
+
+
+/*!
+ * \brief   pathJoin()
+ *
+ * \param[in]    dir     [optional] can be null
+ * \param[in]    fname   [optional] can be null
+ * \return  specially concatenated path, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use unix-style pathname separators ('/').
+ *      (2) %fname can be the entire path, or part of the path containing
+ *          at least one directory, or a tail without a directory, or NULL.
+ *      (3) It produces a path that strips multiple slashes to a single
+ *          slash, joins %dir and %fname by a slash, and has no trailing
+ *          slashes (except in the cases where %dir == "/" and
+ *          %fname == NULL, or v.v.).
+ *      (4) If both %dir and %fname are null, produces an empty string.
+ *      (5) Neither %dir nor %fname can begin with '..'.
+ *      (6) The result is not canonicalized or tested for correctness:
+ *          garbage in (e.g., /&%), garbage out.
+ *      (7) Examples:
+ *             //tmp// + //abc/  -->  /tmp/abc
+ *             tmp/ + /abc/      -->  tmp/abc
+ *             tmp/ + abc/       -->  tmp/abc
+ *             /tmp/ + ///       -->  /tmp
+ *             /tmp/ + NULL      -->  /tmp
+ *             // + /abc//       -->  /abc
+ *             // + NULL         -->  /
+ *             NULL + /abc/def/  -->  /abc/def
+ *             NULL + abc//      -->  abc
+ *             NULL + //         -->  /
+ *             NULL + NULL       -->  (empty string)
+ *             "" + ""           -->  (empty string)
+ *             "" + /            -->  /
+ *             ".." + /etc/foo   -->  NULL
+ *             /tmp + ".."       -->  NULL
+ * 

+ */
+char *
+pathJoin(const char  *dir,
+         const char  *fname)
+{
+const char *slash = "/";
+char       *str, *dest;
+l_int32     i, n1, n2, emptydir;
+size_t      size;
+SARRAY     *sa1, *sa2;
+L_BYTEA    *ba;
+
+    PROCNAME("pathJoin");
+
+    if (!dir && !fname)
+        return stringNew("");
+    if (dir && strlen(dir) >= 2 && dir[0] == '.' && dir[1] == '.')
+        return (char *)ERROR_PTR("dir starts with '..'", procName, NULL);
+    if (fname && strlen(fname) >= 2 && fname[0] == '.' && fname[1] == '.')
+        return (char *)ERROR_PTR("fname starts with '..'", procName, NULL);
+
+    sa1 = sarrayCreate(0);
+    sa2 = sarrayCreate(0);
+    ba = l_byteaCreate(4);
+
+        /* Process %dir */
+    if (dir && strlen(dir) > 0) {
+        if (dir[0] == '/')
+            l_byteaAppendString(ba, slash);
+        sarraySplitString(sa1, dir, "/");  /* removes all slashes */
+        n1 = sarrayGetCount(sa1);
+        for (i = 0; i < n1; i++) {
+            str = sarrayGetString(sa1, i, L_NOCOPY);
+            l_byteaAppendString(ba, str);
+            l_byteaAppendString(ba, slash);
+        }
+    }
+
+        /* Special case to add leading slash: dir NULL or empty string  */
+    emptydir = dir && strlen(dir) == 0;
+    if ((!dir || emptydir) && fname && strlen(fname) > 0 && fname[0] == '/')
+        l_byteaAppendString(ba, slash);
+
+        /* Process %fname */
+    if (fname && strlen(fname) > 0) {
+        sarraySplitString(sa2, fname, "/");
+        n2 = sarrayGetCount(sa2);
+        for (i = 0; i < n2; i++) {
+            str = sarrayGetString(sa2, i, L_NOCOPY);
+            l_byteaAppendString(ba, str);
+            l_byteaAppendString(ba, slash);
+        }
+    }
+
+        /* Remove trailing slash */
+    dest = (char *)l_byteaCopyData(ba, &size);
+    if (size > 1 && dest[size - 1] == '/')
+        dest[size - 1] = '\0';
+
+    sarrayDestroy(&sa1);
+    sarrayDestroy(&sa2);
+    l_byteaDestroy(&ba);
+    return dest;
+}
+
+
+/*!
+ * \brief   appendSubdirs()
+ *
+ * \param[in]    basedir
+ * \param[in]    subdirs
+ * \return  concatenated full directory path without trailing slash,
+ *              or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) Use unix pathname separators
+ *      (2) Allocates a new string:  [basedir]/[subdirs]
+ * 

+ */
+char *
+appendSubdirs(const char  *basedir,
+              const char  *subdirs)
+{
+char   *newdir;
+size_t  len1, len2, len3, len4;
+
+    PROCNAME("appendSubdirs");
+
+    if (!basedir || !subdirs)
+        return (char *)ERROR_PTR("basedir and subdirs not both defined",
+                                 procName, NULL);
+
+    len1 = strlen(basedir);
+    len2 = strlen(subdirs);
+    len3 = len1 + len2 + 6;
+    if ((newdir = (char *)LEPT_CALLOC(len3 + 1, 1)) == NULL)
+        return (char *)ERROR_PTR("newdir not made", procName, NULL);
+    strncat(newdir, basedir, len3);  /* add basedir */
+    if (newdir[len1 - 1] != '/')  /* add '/' if necessary */
+        newdir[len1] = '/';
+    if (subdirs[0] == '/')  /* add subdirs, stripping leading '/' */
+        strncat(newdir, subdirs + 1, len3);
+    else
+        strncat(newdir, subdirs, len3);
+    len4 = strlen(newdir);
+    if (newdir[len4 - 1] == '/')  /* strip trailing '/' */
+        newdir[len4 - 1] = '\0';
+
+    return newdir;
+}
+
+
+/*--------------------------------------------------------------------*
+ *                     Special file name operations                   *
+ *--------------------------------------------------------------------*/
+/*!
+ * \brief   convertSepCharsInPath()
+ *
+ * \param[in]    path
+ * \param[in]    type    UNIX_PATH_SEPCHAR, WIN_PATH_SEPCHAR
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) In-place conversion.
+ *      (2) Type is the resulting type:
+ *            * UNIX_PATH_SEPCHAR:  '\\' ==> '/'
+ *            * WIN_PATH_SEPCHAR:   '/' ==> '\\'
+ *      (3) Virtually all path operations in leptonica use unix separators.
+ * 

+ */
+l_ok
+convertSepCharsInPath(char    *path,
+                      l_int32  type)
+{
+l_int32  i;
+size_t   len;
+
+    PROCNAME("convertSepCharsInPath");
+    if (!path)
+        return ERROR_INT("path not defined", procName, 1);
+    if (type != UNIX_PATH_SEPCHAR && type != WIN_PATH_SEPCHAR)
+        return ERROR_INT("invalid type", procName, 1);
+
+    len = strlen(path);
+    if (type == UNIX_PATH_SEPCHAR) {
+        for (i = 0; i < len; i++) {
+            if (path[i] == '\\')
+                path[i] = '/';
+        }
+    } else {  /* WIN_PATH_SEPCHAR */
+        for (i = 0; i < len; i++) {
+            if (path[i] == '/')
+                path[i] = '\\';
+        }
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   genPathname()
+ *
+ * \param[in]    dir     [optional] directory or full path name,
+ *                       with or without the trailing '/'
+ * \param[in]    fname   [optional] file name within a directory
+ * \return  pathname either a directory or full path, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function generates actual paths in the following ways:
+ *            * from two sub-parts (e.g., a directory and a file name).
+ *            * from a single path full path, placed in %dir, with
+ *              %fname == NULL.
+ *            * from the name of a file in the local directory placed in
+ *              %fname, with %dir == NULL.
+ *            * if in a "/tmp" directory and on windows, the windows
+ *              temp directory is used.
+ *      (2) On windows, if the root of %dir is '/tmp', this does a name
+ *          translation:
+ *             "/tmp"  ==>  [Temp] (windows)
+ *          where [Temp] is the windows temp directory.
+ *      (3) On unix, the TMPDIR variable is ignored.  No rewriting
+ *          of temp directories is permitted.
+ *      (4) There are four cases for the input:
+ *          (a) %dir is a directory and %fname is defined: result is a full path
+ *          (b) %dir is a directory and %fname is null: result is a directory
+ *          (c) %dir is a full path and %fname is null: result is a full path
+ *          (d) %dir is null or an empty string: start in the current dir;
+ *              result is a full path
+ *      (5) In all cases, the resulting pathname is not terminated with a slash
+ *      (6) The caller is responsible for freeing the returned pathname.
+ * 

+ */
+char *
+genPathname(const char  *dir,
+            const char  *fname)
+{
+l_int32  is_win32 = FALSE;
+char    *cdir, *pathout;
+l_int32  dirlen, namelen, size;
+
+    PROCNAME("genPathname");
+
+    if (!dir && !fname)
+        return (char *)ERROR_PTR("no input", procName, NULL);
+
+        /* Handle the case where we start from the current directory */
+    if (!dir || dir[0] == '\0') {
+        if ((cdir = getcwd(NULL, 0)) == NULL)
+            return (char *)ERROR_PTR("no current dir found", procName, NULL);
+    } else {
+        cdir = stringNew(dir);
+    }
+
+        /* Convert to unix path separators, and remove the trailing
+         * slash in the directory, except when dir == "/"  */
+    convertSepCharsInPath(cdir, UNIX_PATH_SEPCHAR);
+    dirlen = strlen(cdir);
+    if (cdir[dirlen - 1] == '/' && dirlen != 1) {
+        cdir[dirlen - 1] = '\0';
+        dirlen--;
+    }
+
+    namelen = (fname) ? strlen(fname) : 0;
+    size = dirlen + namelen + 256;
+    if ((pathout = (char *)LEPT_CALLOC(size, sizeof(char))) == NULL) {
+        LEPT_FREE(cdir);
+        return (char *)ERROR_PTR("pathout not made", procName, NULL);
+    }
+
+#ifdef _WIN32
+    is_win32 = TRUE;
+#endif  /* _WIN32 */
+
+        /* First handle %dir (which may be a full pathname).
+         * There is no path rewriting on unix, and on win32, we do not
+         * rewrite unless the specified directory is /tmp or
+         * a subdirectory of /tmp */
+    if (!is_win32 || dirlen < 4 ||
+        (dirlen == 4 && strncmp(cdir, "/tmp", 4) != 0) ||  /* not in "/tmp" */
+        (dirlen > 4 && strncmp(cdir, "/tmp/", 5) != 0)) {  /* not in "/tmp/" */
+        stringCopy(pathout, cdir, dirlen);
+    } else {  /* Rewrite for win32 with "/tmp" specified for the directory. */
+#ifdef _WIN32
+        l_int32 tmpdirlen;
+        char tmpdir[MAX_PATH];
+        GetTempPath(sizeof(tmpdir), tmpdir);  /* get the windows temp dir */
+        tmpdirlen = strlen(tmpdir);
+        if (tmpdirlen > 0 && tmpdir[tmpdirlen - 1] == '\\') {
+            tmpdir[tmpdirlen - 1] = '\0';  /* trim the trailing '\' */
+        }
+        tmpdirlen = strlen(tmpdir);
+        stringCopy(pathout, tmpdir, tmpdirlen);
+
+            /* Add the rest of cdir */
+        if (dirlen > 4)
+            stringCat(pathout, size, cdir + 4);
+#endif  /* _WIN32 */
+    }
+
+        /* Now handle %fname */
+    if (fname && strlen(fname) > 0) {
+        dirlen = strlen(pathout);
+        pathout[dirlen] = '/';
+        strncat(pathout, fname, namelen);
+    }
+
+    LEPT_FREE(cdir);
+    return pathout;
+}
+
+
+/*!
+ * \brief   makeTempDirname()
+ *
+ * \param[in]    result    preallocated on stack or heap and passed in
+ * \param[in]    nbytes    size of %result array, in bytes
+ * \param[in]    subdir    [optional]; can be NULL or an empty string
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This generates the directory path for output temp files,
+ *          written into %result with unix separators.
+ *      (2) Caller allocates %result, large enough to hold the path,
+ *          which is:
+ *            /tmp/%subdir       (unix)
+ *            [Temp]/%subdir     (windows, mac, ios)
+ *          where [Temp] is a path determined
+ *             - on windows, mac: by GetTempPath()
+ *             - on ios: by confstr() (see man page)
+ *          and %subdir is in general a set of nested subdirectories:
+ *            dir1/dir2/.../dirN
+ *          which in use would not typically exceed 2 levels.
+ *      (3) Usage example:
+ * \code
+ *           char  result[256];
+ *           makeTempDirname(result, sizeof(result), "lept/golden");
+ * \endcode
+ * 

+ */
+l_ok
+makeTempDirname(char        *result,
+                size_t       nbytes,
+                const char  *subdir)
+{
+char    *dir, *path;
+l_int32  ret = 0;
+size_t   pathlen;
+
+    PROCNAME("makeTempDirname");
+
+    if (!result)
+        return ERROR_INT("result not defined", procName, 1);
+    if (subdir && ((subdir[0] == '.') || (subdir[0] == '/')))
+        return ERROR_INT("subdir not an actual subdirectory", procName, 1);
+
+    memset(result, 0, nbytes);
+
+#ifdef OS_IOS
+    {
+        size_t n = confstr(_CS_DARWIN_USER_TEMP_DIR, result, nbytes);
+        if (n == 0) {
+            L_ERROR("failed to find tmp dir, %s\n", procName, strerror(errno));
+            return 1;
+        } else if (n > nbytes) {
+            return ERROR_INT("result array too small for path\n", procName, 1);
+        }
+        dir = pathJoin(result, subdir);
+    }
+#else
+    dir = pathJoin("/tmp", subdir);
+#endif /*  ~ OS_IOS */
+
+#ifndef _WIN32
+    path = stringNew(dir);
+#else
+    path = genPathname(dir, NULL);
+#endif  /*  ~ _WIN32 */
+    pathlen = strlen(path);
+    if (pathlen < nbytes - 1) {
+        strncpy(result, path, pathlen);
+    } else {
+        L_ERROR("result array too small for path\n", procName);
+        ret = 1;
+    }
+
+    LEPT_FREE(dir);
+    LEPT_FREE(path);
+    return ret;
+}
+
+
+/*!
+ * \brief   modifyTrailingSlash()
+ *
+ * \param[in]    path     preallocated on stack or heap and passed in
+ * \param[in]    nbytes   size of %path array, in bytes
+ * \param[in]    flag     L_ADD_TRAIL_SLASH or L_REMOVE_TRAIL_SLASH
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This carries out the requested action if necessary.
+ * 

+ */
+l_ok
+modifyTrailingSlash(char    *path,
+                    size_t   nbytes,
+                    l_int32  flag)
+{
+char    lastchar;
+size_t  len;
+
+    PROCNAME("modifyTrailingSlash");
+
+    if (!path)
+        return ERROR_INT("path not defined", procName, 1);
+    if (flag != L_ADD_TRAIL_SLASH && flag != L_REMOVE_TRAIL_SLASH)
+        return ERROR_INT("invalid flag", procName, 1);
+
+    len = strlen(path);
+    lastchar = path[len - 1];
+    if (flag == L_ADD_TRAIL_SLASH && lastchar != '/' && len < nbytes - 2) {
+        path[len] = '/';
+        path[len + 1] = '\0';
+    } else if (flag == L_REMOVE_TRAIL_SLASH && lastchar == '/') {
+        path[len - 1] = '\0';
+    }
+    return 0;
+}
+
+
+/*!
+ * \brief   l_makeTempFilename()
+ *
+ * \return  fname : heap allocated filename; returns NULL on failure.
+ *
+ * 
+ * Notes:
+ *      (1) On unix, this makes a filename of the form
+ *               "/tmp/lept.XXXXXX",
+ *          where each X is a random character.
+ *      (2) On windows, this makes a filename of the form
+ *               "/[Temp]/lp.XXXXXX".
+ *      (3) On all systems, this fails if the file is not writable.
+ *      (4) Safest usage is to write to a subdirectory in debug code.
+ *      (5) The returned filename must be freed by the caller, using lept_free.
+ *      (6) The tail of the filename has a '.', so that cygwin interprets
+ *          the file as having an extension.  Otherwise, cygwin assumes it
+ *          is an executable and appends ".exe" to the filename.
+ *      (7) On unix, whenever possible use tmpfile() instead.  tmpfile()
+ *          hides the file name, returns a stream opened for write,
+ *          and deletes the temp file when the stream is closed.
+ * 

+ */
+char *
+l_makeTempFilename()
+{
+char  dirname[240];
+
+    PROCNAME("l_makeTempFilename");
+
+    if (makeTempDirname(dirname, sizeof(dirname), NULL) == 1)
+        return (char *)ERROR_PTR("failed to make dirname", procName, NULL);
+
+#ifndef _WIN32
+{
+    char    *pattern;
+    l_int32  fd;
+    pattern = stringConcatNew(dirname, "/lept.XXXXXX", NULL);
+    fd = mkstemp(pattern);
+    if (fd == -1) {
+        LEPT_FREE(pattern);
+        return (char *)ERROR_PTR("mkstemp failed", procName, NULL);
+    }
+    close(fd);
+    return pattern;
+}
+#else
+{
+    char  fname[MAX_PATH];
+    FILE *fp;
+    if (GetTempFileName(dirname, "lp.", 0, fname) == 0)
+        return (char *)ERROR_PTR("GetTempFileName failed", procName, NULL);
+    if ((fp = fopen(fname, "wb")) == NULL)
+        return (char *)ERROR_PTR("file cannot be written to", procName, NULL);
+    fclose(fp);
+    return stringNew(fname);
+}
+#endif  /*  ~ _WIN32 */
+}
+
+
+/*!
+ * \brief   extractNumberFromFilename()
+ *
+ * \param[in]    fname
+ * \param[in]    numpre    number of characters before the digits to be found
+ * \param[in]    numpost   number of characters after the digits to be found
+ * \return  num number embedded in the filename; -1 on error or if
+ *                   not found
+ *
+ * 
+ * Notes:
+ *      (1) The number is to be found in the basename, which is the
+ *          filename without either the directory or the last extension.
+ *      (2) When a number is found, it is non-negative.  If no number
+ *          is found, this returns -1, without an error message.  The
+ *          caller needs to check.
+ * 

+ */
+l_int32
+extractNumberFromFilename(const char  *fname,
+                          l_int32      numpre,
+                          l_int32      numpost)
+{
+char    *tail, *basename;
+l_int32  len, nret, num;
+
+    PROCNAME("extractNumberFromFilename");
+
+    if (!fname)
+        return ERROR_INT("fname not defined", procName, -1);
+
+    splitPathAtDirectory(fname, NULL, &tail);
+    splitPathAtExtension(tail, &basename, NULL);
+    LEPT_FREE(tail);
+
+    len = strlen(basename);
+    if (numpre + numpost > len - 1) {
+        LEPT_FREE(basename);
+        return ERROR_INT("numpre + numpost too big", procName, -1);
+    }
+
+    basename[len - numpost] = '\0';
+    nret = sscanf(basename + numpre, "%d", &num);
+    LEPT_FREE(basename);
+
+    if (nret == 1)
+        return num;
+    else
+        return -1;  /* not found */
+}
diff --git a/3rdparty/hgOCR/leptonica/warper.c b/3rdparty/hgOCR/leptonica/warper.c
new file mode 100644
index 00000000..3a735faf
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/warper.c
@@ -0,0 +1,1390 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file warper.c
+ * 
+ *
+ *      High-level captcha interface
+ *          PIX               *pixSimpleCaptcha()
+ *
+ *      Random sinusoidal warping
+ *          PIX               *pixRandomHarmonicWarp()
+ *
+ *      Helper functions
+ *          static l_float64  *generateRandomNumberArray()
+ *          static l_int32     applyWarpTransform()
+ *
+ *      Version using a LUT for sin
+ *          PIX               *pixRandomHarmonicWarpLUT()
+ *          static l_int32     applyWarpTransformLUT()
+ *          static l_int32     makeSinLUT()
+ *          static l_float32   getSinFromLUT()
+ *
+ *      Stereoscopic warping
+ *          PIX               *pixWarpStereoscopic()
+ *
+ *      Linear and quadratic horizontal stretching
+ *          PIX               *pixStretchHorizontal()
+ *          PIX               *pixStretchHorizontalSampled()
+ *          PIX               *pixStretchHorizontalLI()
+ *
+ *      Quadratic vertical shear
+ *          PIX               *pixQuadraticVShear()
+ *          PIX               *pixQuadraticVShearSampled()
+ *          PIX               *pixQuadraticVShearLI()
+ *
+ *      Stereo from a pair of images
+ *          PIX               *pixStereoFromPair()
+ * 

+ */
+
+#include 
+#include "allheaders.h"
+
+static l_float64 *generateRandomNumberArray(l_int32 size);
+static l_int32 applyWarpTransform(l_float32 xmag, l_float32 ymag,
+                                l_float32 xfreq, l_float32 yfreq,
+                                l_float64 *randa, l_int32 nx, l_int32 ny,
+                                l_int32 xp, l_int32 yp,
+                                l_float32 *px, l_float32 *py);
+
+#define  USE_SIN_TABLE    0
+
+    /* Suggested input to pixStereoFromPair().  These are weighting
+     * factors for input to the red channel from the left image. */
+static const l_float32  DefaultRedWeight   = 0.0;
+static const l_float32  DefaultGreenWeight = 0.7;
+static const l_float32  DefaultBlueWeight  = 0.3;
+
+
+/*----------------------------------------------------------------------*
+ *                High-level example captcha interface                  *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixSimpleCaptcha()
+ *
+ * \param[in]    pixs      8 bpp; no colormap
+ * \param[in]    border    added white pixels on each side
+ * \param[in]    nterms    number of x and y harmonic terms
+ * \param[in]    seed      of random number generator
+ * \param[in]    color     for colorizing; in 0xrrggbb00 format; use 0 for black
+ * \param[in]    cmapflag  1 for colormap output; 0 for rgb
+ * \return  pixd   8 bpp cmap or 32 bpp rgb, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This uses typical default values for generating captchas.
+ *          The magnitudes of the harmonic warp are typically to be
+ *          smaller when more terms are used, even though the phases
+ *          are random.  See, for example, prog/warptest.c.
+ * 

+ */
+PIX *
+pixSimpleCaptcha(PIX      *pixs,
+                 l_int32   border,
+                 l_int32   nterms,
+                 l_uint32  seed,
+                 l_uint32  color,
+                 l_int32   cmapflag)
+{
+l_int32    k;
+l_float32  xmag[] = {7.0f, 5.0f, 4.0f, 3.0f};
+l_float32  ymag[] = {10.0f, 8.0f, 6.0f, 5.0f};
+l_float32  xfreq[] = {0.12f, 0.10f, 0.10f, 0.11f};
+l_float32  yfreq[] = {0.15f, 0.13f, 0.13f, 0.11f};
+PIX       *pixg, *pixgb, *pixw, *pixd;
+
+    PROCNAME("pixSimpleCaptcha");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    if (nterms < 1 || nterms > 4)
+        return (PIX *)ERROR_PTR("nterms must be in {1,2,3,4}", procName, NULL);
+
+    k = nterms - 1;
+    pixg = pixConvertTo8(pixs, 0);
+    pixgb = pixAddBorder(pixg, border, 255);
+    pixw = pixRandomHarmonicWarp(pixgb, xmag[k], ymag[k], xfreq[k], yfreq[k],
+                                 nterms, nterms, seed, 255);
+    pixd = pixColorizeGray(pixw, color, cmapflag);
+
+    pixDestroy(&pixg);
+    pixDestroy(&pixgb);
+    pixDestroy(&pixw);
+    return pixd;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                     Random sinusoidal warping                        *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixRandomHarmonicWarp()
+ *
+ * \param[in]    pixs          8 bpp; no colormap
+ * \param[in]    xmag, ymag    maximum magnitude of x and y distortion
+ * \param[in]    xfreq, yfreq  maximum magnitude of x and y frequency
+ * \param[in]    nx, ny        number of x and y harmonic terms
+ * \param[in]    seed          of random number generator
+ * \param[in]    grayval       color brought in from the outside;
+ *                             0 for black, 255 for white
+ * \return  pixd   8 bpp; no colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) To generate the warped image p(x',y'), set up the transforms
+ *          that are in getWarpTransform().  For each (x',y') in the
+ *          dest, the warp function computes the originating location
+ *          (x, y) in the src.  The differences (x - x') and (y - y')
+ *          are given as a sum of products of sinusoidal terms.  Each
+ *          term is multiplied by a maximum amplitude (in pixels), and the
+ *          angle is determined by a frequency and phase, and depends
+ *          on the (x', y') value of the dest.  Random numbers with
+ *          a variable input seed are used to allow the warping to be
+ *          unpredictable.  A linear interpolation is used to find
+ *          the value for the source at (x, y); this value is written
+ *          into the dest.
+ *      (2) This can be used to generate 'captcha's, which are somewhat
+ *          randomly distorted images of text.  A typical set of parameters
+ *          for a captcha are:
+ *                    xmag = 4.0     ymag = 6.0
+ *                    xfreq = 0.10   yfreq = 0.13
+ *                    nx = 3         ny = 3
+ *          Other examples can be found in prog/warptest.c.
+ * 

+ */
+PIX *
+pixRandomHarmonicWarp(PIX       *pixs,
+                      l_float32  xmag,
+                      l_float32  ymag,
+                      l_float32  xfreq,
+                      l_float32  yfreq,
+                      l_int32    nx,
+                      l_int32    ny,
+                      l_uint32   seed,
+                      l_int32    grayval)
+{
+l_int32     w, h, d, i, j, wpls, wpld, val;
+l_uint32   *datas, *datad, *lined;
+l_float32   x, y;
+l_float64  *randa;
+PIX        *pixd;
+
+    PROCNAME("pixRandomHarmonicWarp");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+
+        /* Compute filter output at each location.  We iterate over
+         * the destination pixels.  For each dest pixel, use the
+         * warp function to compute the four source pixels that
+         * contribute, at the location (x, y).  Each source pixel
+         * is divided into 16 x 16 subpixels to get an approximate value. */
+    srand(seed);
+    randa = generateRandomNumberArray(5 * (nx + ny));
+    pixd = pixCreateTemplate(pixs);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            applyWarpTransform(xmag, ymag, xfreq, yfreq, randa, nx, ny,
+                               j, i, &x, &y);
+            linearInterpolatePixelGray(datas, wpls, w, h, x, y, grayval, &val);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    LEPT_FREE(randa);
+    return pixd;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                         Static helper functions                      *
+ *----------------------------------------------------------------------*/
+static l_float64 *
+generateRandomNumberArray(l_int32  size)
+{
+l_int32     i;
+l_float64  *randa;
+
+    PROCNAME("generateRandomNumberArray");
+
+    if ((randa = (l_float64 *)LEPT_CALLOC(size, sizeof(l_float64))) == NULL)
+        return (l_float64 *)ERROR_PTR("calloc fail for randa", procName, NULL);
+
+        /* Return random values between 0.5 and 1.0 */
+    for (i = 0; i < size; i++)
+        randa[i] = 0.5 * (1.0 + (l_float64)rand() / (l_float64)RAND_MAX);
+    return randa;
+}
+
+
+/*!
+ * \brief   applyWarpTransform()
+ *
+ *  Notes:
+ *      (1) Uses the internal sin function.
+ */
+static l_int32
+applyWarpTransform(l_float32   xmag,
+                   l_float32   ymag,
+                   l_float32   xfreq,
+                   l_float32   yfreq,
+                   l_float64  *randa,
+                   l_int32     nx,
+                   l_int32     ny,
+                   l_int32     xp,
+                   l_int32     yp,
+                   l_float32  *px,
+                   l_float32  *py)
+{
+l_int32    i;
+l_float64  twopi, x, y, anglex, angley;
+
+    twopi = 6.283185;
+    for (i = 0, x = xp; i < nx; i++) {
+        anglex = xfreq * randa[3 * i + 1] * xp + twopi * randa[3 * i + 2];
+        angley = yfreq * randa[3 * i + 3] * yp + twopi * randa[3 * i + 4];
+        x += xmag * randa[3 * i] * sin(anglex) * sin(angley);
+    }
+    for (i = nx, y = yp; i < nx + ny; i++) {
+        angley = yfreq * randa[3 * i + 1] * yp + twopi * randa[3 * i + 2];
+        anglex = xfreq * randa[3 * i + 3] * xp + twopi * randa[3 * i + 4];
+        y += ymag * randa[3 * i] * sin(angley) * sin(anglex);
+    }
+
+    *px = (l_float32)x;
+    *py = (l_float32)y;
+    return 0;
+}
+
+
+#if  USE_SIN_TABLE
+/*----------------------------------------------------------------------*
+ *                       Version using a LUT for sin                    *
+ *----------------------------------------------------------------------*/
+static l_int32 applyWarpTransformLUT(l_float32 xmag, l_float32 ymag,
+                                l_float32 xfreq, l_float32 yfreq,
+                                l_float64 *randa, l_int32 nx, l_int32 ny,
+                                l_int32 xp, l_int32 yp, l_float32 *lut,
+                                l_int32 npts, l_float32 *px, l_float32 *py);
+static l_int32 makeSinLUT(l_int32 npts, NUMA **pna);
+static l_float32 getSinFromLUT(l_float32 *tab, l_int32 npts,
+                               l_float32 radang);
+
+/*!
+ * \brief   pixRandomHarmonicWarpLUT()
+ *
+ * \param[in]    pixs           8 bpp; no colormap
+ * \param[in]    xmag, ymag     maximum magnitude of x and y distortion
+ * \param[in]    xfreq, yfreq   maximum magnitude of x and y frequency
+ * \param[in]    nx, ny         number of x and y harmonic terms
+ * \param[in]    seed           of random number generator
+ * \param[in]    grayval        color brought in from the outside;
+ *                              0 for black, 255 for white
+ * \return  pixd   8 bpp; no colormap, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes and inline comments in pixRandomHarmonicWarp().
+ *          This version uses a LUT for the sin function.  It is not
+ *          appreciably faster than using the built-in sin function,
+ *          and is here for comparison only.
+ * 

+ */
+PIX *
+pixRandomHarmonicWarpLUT(PIX       *pixs,
+                         l_float32  xmag,
+                         l_float32  ymag,
+                         l_float32  xfreq,
+                         l_float32  yfreq,
+                         l_int32    nx,
+                         l_int32    ny,
+                         l_uint32   seed,
+                         l_int32    grayval)
+{
+l_int32     w, h, d, i, j, wpls, wpld, val, npts;
+l_uint32   *datas, *datad, *lined;
+l_float32   x, y;
+l_float32  *lut;
+l_float64  *randa;
+NUMA       *na;
+PIX        *pixd;
+
+    PROCNAME("pixRandomHarmonicWarp");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8)
+        return (PIX *)ERROR_PTR("pixs not 8 bpp", procName, NULL);
+
+        /* Compute filter output at each location.  We iterate over
+         * the destination pixels.  For each dest pixel, use the
+         * warp function to compute the four source pixels that
+         * contribute, at the location (x, y).  Each source pixel
+         * is divided into 16 x 16 subpixels to get an approximate value. */
+    srand(seed);
+    randa = generateRandomNumberArray(5 * (nx + ny));
+    pixd = pixCreateTemplate(pixs);
+    datas = pixGetData(pixs);
+    wpls = pixGetWpl(pixs);
+    datad = pixGetData(pixd);
+    wpld = pixGetWpl(pixd);
+
+    npts = 100;
+    makeSinLUT(npts, &na);
+    lut = numaGetFArray(na, L_NOCOPY);
+    for (i = 0; i < h; i++) {
+        lined = datad + i * wpld;
+        for (j = 0; j < w; j++) {
+            applyWarpTransformLUT(xmag, ymag, xfreq, yfreq, randa, nx, ny,
+                                  j, i, lut, npts, &x, &y);
+            linearInterpolatePixelGray(datas, wpls, w, h, x, y, grayval, &val);
+            SET_DATA_BYTE(lined, j, val);
+        }
+    }
+
+    numaDestroy(&na);
+    LEPT_FREE(randa);
+    return pixd;
+}
+
+
+/*!
+ * \brief   applyWarpTransformLUT()
+ *
+ *  Notes:
+ *      (1) Uses an LUT for computing sin(theta).  There is little speed
+ *          advantage to using the LUT.
+ */
+static l_int32
+applyWarpTransformLUT(l_float32   xmag,
+                      l_float32   ymag,
+                      l_float32   xfreq,
+                      l_float32   yfreq,
+                      l_float64  *randa,
+                      l_int32     nx,
+                      l_int32     ny,
+                      l_int32     xp,
+                      l_int32     yp,
+                      l_float32  *lut,
+                      l_int32     npts,
+                      l_float32  *px,
+                      l_float32  *py)
+{
+l_int32    i;
+l_float64  twopi, x, y, anglex, angley, sanglex, sangley;
+
+    twopi = 6.283185;
+    for (i = 0, x = xp; i < nx; i++) {
+        anglex = xfreq * randa[3 * i + 1] * xp + twopi * randa[3 * i + 2];
+        angley = yfreq * randa[3 * i + 3] * yp + twopi * randa[3 * i + 4];
+        sanglex = getSinFromLUT(lut, npts, anglex);
+        sangley = getSinFromLUT(lut, npts, angley);
+        x += xmag * randa[3 * i] * sanglex * sangley;
+    }
+    for (i = nx, y = yp; i < nx + ny; i++) {
+        angley = yfreq * randa[3 * i + 1] * yp + twopi * randa[3 * i + 2];
+        anglex = xfreq * randa[3 * i + 3] * xp + twopi * randa[3 * i + 4];
+        sanglex = getSinFromLUT(lut, npts, anglex);
+        sangley = getSinFromLUT(lut, npts, angley);
+        y += ymag * randa[3 * i] * sangley * sanglex;
+    }
+
+    *px = (l_float32)x;
+    *py = (l_float32)y;
+    return 0;
+}
+
+
+static l_int32
+makeSinLUT(l_int32  npts,
+           NUMA   **pna)
+{
+l_int32    i, n;
+l_float32  delx, fval;
+NUMA      *na;
+
+    PROCNAME("makeSinLUT");
+
+    if (!pna)
+        return ERROR_INT("&na not defined", procName, 1);
+    *pna = NULL;
+    if (npts < 2)
+        return ERROR_INT("npts < 2", procName, 1);
+    n = 2 * npts + 1;
+    na = numaCreate(n);
+    *pna = na;
+    delx = 3.14159265 / (l_float32)npts;
+    numaSetParameters(na, 0.0, delx);
+    for (i = 0; i < n / 2; i++)
+         numaAddNumber(na, (l_float32)sin((l_float64)i * delx));
+    for (i = 0; i < n / 2; i++) {
+         numaGetFValue(na, i, &fval);
+         numaAddNumber(na, -fval);
+    }
+    numaAddNumber(na, 0);
+
+    return 0;
+}
+
+
+static l_float32
+getSinFromLUT(l_float32  *tab,
+              l_int32     npts,
+              l_float32   radang)
+{
+l_int32    index;
+l_float32  twopi, invtwopi, findex, diff;
+
+        /* Restrict radang to [0, 2pi] */
+    twopi = 6.283185;
+    invtwopi = 0.1591549;
+    if (radang < 0.0)
+        radang += twopi * (1.0 - (l_int32)(-radang * invtwopi));
+    else if (radang > 0.0)
+        radang -= twopi * (l_int32)(radang * invtwopi);
+
+        /* Interpolate */
+    findex = (2.0 * (l_float32)npts) * (radang * invtwopi);
+    index = (l_int32)findex;
+    if (index == 2 * npts)
+        return tab[index];
+    diff = findex - index;
+    return (1.0 - diff) * tab[index] + diff * tab[index + 1];
+}
+#endif  /* USE_SIN_TABLE */
+
+
+
+/*---------------------------------------------------------------------------*
+ *                          Stereoscopic warping                             *
+ *---------------------------------------------------------------------------*/
+/*!
+ * \brief   pixWarpStereoscopic()
+ *
+ * \param[in]    pixs      any depth, colormap ok
+ * \param[in]    zbend     horizontal separation in pixels of red and cyan
+ *                         at the left and right sides, that gives rise to
+ *                         quadratic curvature out of the image plane
+ * \param[in]    zshiftt   uniform pixel translation difference between
+ *                         red and cyan, that pushes the top of the image
+ *                         plane away from the viewer (zshiftt > 0) or
+ *                         towards the viewer (zshiftt < 0)
+ * \param[in]    zshiftb   uniform pixel translation difference between
+ *                         red and cyan, that pushes the bottom of the image
+ *                         plane away from the viewer (zshiftb > 0) or
+ *                         towards the viewer (zshiftb < 0)
+ * \param[in]    ybendt    multiplicative parameter for in-plane vertical
+ *                         displacement at the left or right edge at the top:
+ *                           y = ybendt * (2x/w - 1)^2
+ * \param[in]    ybendb    same as ybendt, except at the left or right edge
+ *                         at the bottom
+ * \param[in]    redleft   1 if the red filter is on the left; 0 otherwise
+ * \return  pixd   32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This function splits out the red channel, mucks around with
+ *          it, then recombines with the unmolested cyan channel.
+ *      (2) By using a quadratically increasing shift of the red
+ *          pixels horizontally and away from the vertical centerline,
+ *          the image appears to bend quadratically out of the image
+ *          plane, symmetrically with respect to the vertical center
+ *          line.  A positive value of %zbend causes the plane to be
+ *          curved away from the viewer.  We use linearly interpolated
+ *          stretching to avoid the appearance of kinks in the curve.
+ *      (3) The parameters %zshiftt and %zshiftb tilt the image plane
+ *          about a horizontal line through the center, and at the
+ *          same time move that line either in toward the viewer or away.
+ *          This is implemented by a combination of horizontal shear
+ *          about the center line (for the tilt) and horizontal
+ *          translation (to move the entire plane in or out).
+ *          A positive value of %zshiftt moves the top of the plane
+ *          away from the viewer, and a positive value of %zshiftb
+ *          moves the bottom of the plane away.  We use linear interpolated
+ *          shear to avoid visible vertical steps in the tilted image.
+ *      (4) The image can be bent in the plane and about the vertical
+ *          centerline.  The centerline does not shift, and the
+ *          parameter %ybend gives the relative shift at left and right
+ *          edges, with a downward shift for positive values of %ybend.
+ *      (6) When writing out a steroscopic (red/cyan) image in jpeg,
+ *          first call pixSetChromaSampling(pix, 0) to get sufficient
+ *          resolution in the red channel.
+ *      (7) Typical values are:
+ *             zbend = 20
+ *             zshiftt = 15
+ *             zshiftb = -15
+ *             ybendt = 30
+ *             ybendb = 0
+ *          If the disparity z-values are too large, it is difficult for
+ *          the brain to register the two images.
+ *      (8) This function has been cleverly reimplemented by Jeff Breidenbach.
+ *          The original implementation used two 32 bpp rgb images,
+ *          and merged them at the end.  The result is somewhat faded,
+ *          and has a parameter "thresh" that controls the amount of
+ *          color in the result.  (The present implementation avoids these
+ *          two problems, skipping both the colorization and the alpha
+ *          blending at the end, and is about 3x faster)
+ *          The basic operations with 32 bpp are as follows:
+ *               // Immediate conversion to 32 bpp
+ *            Pix *pixt1 = pixConvertTo32(pixs);
+ *               // Do vertical shear
+ *            Pix *pixr = pixQuadraticVerticalShear(pixt1, L_WARP_TO_RIGHT,
+ *                                                  ybendt, ybendb,
+ *                                                  L_BRING_IN_WHITE);
+ *               // Colorize two versions, toward red and cyan
+ *            Pix *pixc = pixCopy(NULL, pixr);
+ *            l_int32 thresh = 150;  // if higher, get less original color
+ *            pixColorGray(pixr, NULL, L_PAINT_DARK, thresh, 255, 0, 0);
+ *            pixColorGray(pixc, NULL, L_PAINT_DARK, thresh, 0, 255, 255);
+ *               // Shift the red pixels; e.g., by stretching
+ *            Pix *pixrs = pixStretchHorizontal(pixr, L_WARP_TO_RIGHT,
+ *                                              L_QUADRATIC_WARP, zbend,
+ *                                              L_INTERPOLATED,
+ *                                              L_BRING_IN_WHITE);
+ *               // Blend the shifted red and unshifted cyan 50:50
+ *            Pix *pixg = pixCreate(w, h, 8);
+ *            pixSetAllArbitrary(pixg, 128);
+ *            pixd = pixBlendWithGrayMask(pixrs, pixc, pixg, 0, 0);
+ * 

+ */
+PIX *
+pixWarpStereoscopic(PIX     *pixs,
+                    l_int32  zbend,
+                    l_int32  zshiftt,
+                    l_int32  zshiftb,
+                    l_int32  ybendt,
+                    l_int32  ybendb,
+                    l_int32  redleft)
+{
+l_int32    w, h, zshift;
+l_float32  angle;
+BOX       *boxleft, *boxright;
+PIX       *pix1, *pix2, *pix3, *pix4, *pixr, *pixg, *pixb;
+PIX       *pixv1, *pixv2, *pixv3, *pixv4;
+PIX       *pixrs, *pixrss;
+PIX       *pixd;
+
+    PROCNAME("pixWarpStereoscopic");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+
+        /* Convert to the output depth, 32 bpp. */
+    pix1 = pixConvertTo32(pixs);
+
+        /* If requested, do a quad vertical shearing, pushing pixels up
+         * or down, depending on their distance from the centerline. */
+    pixGetDimensions(pixs, &w, &h, NULL);
+    boxleft = boxCreate(0, 0, w / 2, h);
+    boxright = boxCreate(w / 2, 0, w - w / 2, h);
+    if (ybendt != 0 || ybendb != 0) {
+        pixv1 = pixClipRectangle(pix1, boxleft, NULL);
+        pixv2 = pixClipRectangle(pix1, boxright, NULL);
+        pixv3 = pixQuadraticVShear(pixv1, L_WARP_TO_LEFT, ybendt,
+                                          ybendb, L_INTERPOLATED,
+                                          L_BRING_IN_WHITE);
+        pixv4 = pixQuadraticVShear(pixv2, L_WARP_TO_RIGHT, ybendt,
+                                          ybendb, L_INTERPOLATED,
+                                          L_BRING_IN_WHITE);
+        pix2 = pixCreate(w, h, 32);
+        pixRasterop(pix2, 0, 0, w / 2, h, PIX_SRC, pixv3, 0, 0);
+        pixRasterop(pix2, w / 2, 0, w - w / 2, h, PIX_SRC, pixv4, 0, 0);
+        pixDestroy(&pixv1);
+        pixDestroy(&pixv2);
+        pixDestroy(&pixv3);
+        pixDestroy(&pixv4);
+    } else {
+        pix2 = pixClone(pix1);
+    }
+    pixDestroy(&pix1);
+
+        /* Split out the 3 components */
+    pixr = pixGetRGBComponent(pix2, COLOR_RED);
+    pixg = pixGetRGBComponent(pix2, COLOR_GREEN);
+    pixb = pixGetRGBComponent(pix2, COLOR_BLUE);
+    pixDestroy(&pix2);
+
+        /* The direction of the stereo disparity below is set
+         * for the red filter to be over the left eye.  If the red
+         * filter is over the right eye, invert the horizontal shifts. */
+    if (redleft) {
+        zbend = -zbend;
+        zshiftt = -zshiftt;
+        zshiftb = -zshiftb;
+    }
+
+        /* Shift the red pixels horizontally by an amount that
+         * increases quadratically from the centerline. */
+    if (zbend == 0) {
+        pixrs = pixClone(pixr);
+    } else {
+        pix1 = pixClipRectangle(pixr, boxleft, NULL);
+        pix2 = pixClipRectangle(pixr, boxright, NULL);
+        pix3 = pixStretchHorizontal(pix1, L_WARP_TO_LEFT, L_QUADRATIC_WARP,
+                                     zbend, L_INTERPOLATED, L_BRING_IN_WHITE);
+        pix4 = pixStretchHorizontal(pix2, L_WARP_TO_RIGHT, L_QUADRATIC_WARP,
+                                     zbend, L_INTERPOLATED, L_BRING_IN_WHITE);
+        pixrs = pixCreate(w, h, 8);
+        pixRasterop(pixrs, 0, 0, w / 2, h, PIX_SRC, pix3, 0, 0);
+        pixRasterop(pixrs, w / 2, 0, w - w / 2, h, PIX_SRC, pix4, 0, 0);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+        pixDestroy(&pix3);
+        pixDestroy(&pix4);
+    }
+
+        /* Perform a combination of horizontal shift and shear of
+         * red pixels.  The causes the plane of the image to tilt and
+         * also move forward or backward. */
+    if (zshiftt == 0 && zshiftb == 0) {
+        pixrss = pixClone(pixrs);
+    } else if (zshiftt == zshiftb) {
+        pixrss = pixTranslate(NULL, pixrs, zshiftt, 0, L_BRING_IN_WHITE);
+    } else {
+        angle = (l_float32)(zshiftb - zshiftt) /
+                L_MAX(1.0, (l_float32)pixGetHeight(pixrs));
+        zshift = (zshiftt + zshiftb) / 2;
+        pix1 = pixTranslate(NULL, pixrs, zshift, 0, L_BRING_IN_WHITE);
+        pixrss = pixHShearLI(pix1, h / 2, angle, L_BRING_IN_WHITE);
+        pixDestroy(&pix1);
+    }
+
+        /* Combine the unchanged cyan (g,b) image with the shifted red */
+    pixd = pixCreateRGBImage(pixrss, pixg, pixb);
+
+    boxDestroy(&boxleft);
+    boxDestroy(&boxright);
+    pixDestroy(&pixrs);
+    pixDestroy(&pixrss);
+    pixDestroy(&pixr);
+    pixDestroy(&pixg);
+    pixDestroy(&pixb);
+    return pixd;
+}
+
+
+/*----------------------------------------------------------------------*
+ *              Linear and quadratic horizontal stretching              *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixStretchHorizontal()
+ *
+ * \param[in]    pixs        1, 8 or 32 bpp
+ * \param[in]    dir         L_WARP_TO_LEFT or L_WARP_TO_RIGHT
+ * \param[in]    type        L_LINEAR_WARP or L_QUADRATIC_WARP
+ * \param[in]    hmax        horizontal displacement at edge
+ * \param[in]    operation   L_SAMPLED or L_INTERPOLATED
+ * \param[in]    incolor     L_BRING_IN_WHITE or L_BRING_IN_BLACK
+ * \return  pixd   stretched/compressed, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) If %hmax > 0, this is an increase in the coordinate value of
+ *          pixels in pixd, relative to the same pixel in pixs.
+ *      (2) If %dir == L_WARP_TO_LEFT, the pixels on the right edge of
+ *          the image are not moved. So, for example, if %hmax > 0
+ *          and %dir == L_WARP_TO_LEFT, the pixels in pixd are
+ *          contracted toward the right edge of the image, relative
+ *          to those in pixs.
+ *      (3) If %type == L_LINEAR_WARP, the pixel positions are moved
+ *          to the left or right by an amount that varies linearly with
+ *          the horizontal location.
+ *      (4) If %operation == L_SAMPLED, the dest pixels are taken from
+ *          the nearest src pixel.  Otherwise, we use linear interpolation
+ *          between pairs of sampled pixels.
+ * 

+ */
+PIX *
+pixStretchHorizontal(PIX     *pixs,
+                     l_int32  dir,
+                     l_int32  type,
+                     l_int32  hmax,
+                     l_int32  operation,
+                     l_int32  incolor)
+{
+l_int32  d;
+
+    PROCNAME("pixStretchHorizontal");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    d = pixGetDepth(pixs);
+    if (d != 1 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 1, 8 or 32 bpp", procName, NULL);
+    if (dir != L_WARP_TO_LEFT && dir != L_WARP_TO_RIGHT)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    if (type != L_LINEAR_WARP && type != L_QUADRATIC_WARP)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (operation != L_SAMPLED && operation != L_INTERPOLATED)
+        return (PIX *)ERROR_PTR("invalid operation", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+    if (d == 1 && operation == L_INTERPOLATED) {
+        L_WARNING("Using sampling for 1 bpp\n", procName);
+        operation = L_INTERPOLATED;
+    }
+
+    if (operation == L_SAMPLED)
+        return pixStretchHorizontalSampled(pixs, dir, type, hmax, incolor);
+    else
+        return pixStretchHorizontalLI(pixs, dir, type, hmax, incolor);
+}
+
+
+/*!
+ * \brief   pixStretchHorizontalSampled()
+ *
+ * \param[in]    pixs      1, 8 or 32 bpp
+ * \param[in]    dir       L_WARP_TO_LEFT or L_WARP_TO_RIGHT
+ * \param[in]    type      L_LINEAR_WARP or L_QUADRATIC_WARP
+ * \param[in]    hmax      horizontal displacement at edge
+ * \param[in]    incolor   L_BRING_IN_WHITE or L_BRING_IN_BLACK
+ * \return  pixd   stretched/compressed, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixStretchHorizontal() for details.
+ * 

+ */
+PIX *
+pixStretchHorizontalSampled(PIX     *pixs,
+                            l_int32  dir,
+                            l_int32  type,
+                            l_int32  hmax,
+                            l_int32  incolor)
+{
+l_int32    i, j, jd, w, wm, h, d, wpls, wpld, val;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixStretchHorizontalSampled");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 1, 8 or 32 bpp", procName, NULL);
+    if (dir != L_WARP_TO_LEFT && dir != L_WARP_TO_RIGHT)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    if (type != L_LINEAR_WARP && type != L_QUADRATIC_WARP)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+
+    pixd = pixCreateTemplate(pixs);
+    pixSetBlackOrWhite(pixd, L_BRING_IN_WHITE);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    wm = w - 1;
+    for (jd = 0; jd < w; jd++) {
+        if (dir == L_WARP_TO_LEFT) {
+            if (type == L_LINEAR_WARP)
+                j = jd - (hmax * (wm - jd)) / wm;
+            else  /* L_QUADRATIC_WARP */
+                j = jd - (hmax * (wm - jd) * (wm - jd)) / (wm * wm);
+        } else if (dir == L_WARP_TO_RIGHT) {
+            if (type == L_LINEAR_WARP)
+                j = jd - (hmax * jd) / wm;
+            else  /* L_QUADRATIC_WARP */
+                j = jd - (hmax * jd * jd) / (wm * wm);
+        }
+        if (j < 0 || j > w - 1) continue;
+
+        switch (d)
+        {
+        case 1:
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                val = GET_DATA_BIT(lines, j);
+                if (val)
+                    SET_DATA_BIT(lined, jd);
+            }
+            break;
+        case 8:
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                val = GET_DATA_BYTE(lines, j);
+                SET_DATA_BYTE(lined, jd, val);
+            }
+            break;
+        case 32:
+            for (i = 0; i < h; i++) {
+                lines = datas + i * wpls;
+                lined = datad + i * wpld;
+                lined[jd] = lines[j];
+            }
+            break;
+        default:
+            L_ERROR("invalid depth: %d\n", procName, d);
+            pixDestroy(&pixd);
+            return NULL;
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixStretchHorizontalLI()
+ *
+ * \param[in]    pixs      1, 8 or 32 bpp
+ * \param[in]    dir       L_WARP_TO_LEFT or L_WARP_TO_RIGHT
+ * \param[in]    type      L_LINEAR_WARP or L_QUADRATIC_WARP
+ * \param[in]    hmax      horizontal displacement at edge
+ * \param[in]    incolor   L_BRING_IN_WHITE or L_BRING_IN_BLACK
+ * \return  pixd   stretched/compressed, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixStretchHorizontal() for details.
+ * 

+ */
+PIX *
+pixStretchHorizontalLI(PIX     *pixs,
+                       l_int32  dir,
+                       l_int32  type,
+                       l_int32  hmax,
+                       l_int32  incolor)
+{
+l_int32    i, j, jd, jp, jf, w, wm, h, d, wpls, wpld, val, rval, gval, bval;
+l_uint32   word0, word1;
+l_uint32  *datas, *datad, *lines, *lined;
+PIX       *pixd;
+
+    PROCNAME("pixStretchHorizontalLI");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 8 or 32 bpp", procName, NULL);
+    if (dir != L_WARP_TO_LEFT && dir != L_WARP_TO_RIGHT)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    if (type != L_LINEAR_WARP && type != L_QUADRATIC_WARP)
+        return (PIX *)ERROR_PTR("invalid type", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+
+        /* Standard linear interpolation, subdividing each pixel into 64 */
+    pixd = pixCreateTemplate(pixs);
+    pixSetBlackOrWhite(pixd, L_BRING_IN_WHITE);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    wm = w - 1;
+    for (jd = 0; jd < w; jd++) {
+        if (dir == L_WARP_TO_LEFT) {
+            if (type == L_LINEAR_WARP)
+                j = 64 * jd - 64 * (hmax * (wm - jd)) / wm;
+            else  /* L_QUADRATIC_WARP */
+                j = 64 * jd - 64 * (hmax * (wm - jd) * (wm - jd)) / (wm * wm);
+        } else if (dir == L_WARP_TO_RIGHT) {
+            if (type == L_LINEAR_WARP)
+                j = 64 * jd - 64 * (hmax * jd) / wm;
+            else  /* L_QUADRATIC_WARP */
+                j = 64 * jd - 64 * (hmax * jd * jd) / (wm * wm);
+        }
+        jp = j / 64;
+        jf = j & 0x3f;
+        if (jp < 0 || jp > wm) continue;
+
+        switch (d)
+        {
+        case 8:
+            if (jp < wm) {
+                for (i = 0; i < h; i++) {
+                    lines = datas + i * wpls;
+                    lined = datad + i * wpld;
+                    val = ((63 - jf) * GET_DATA_BYTE(lines, jp) +
+                           jf * GET_DATA_BYTE(lines, jp + 1) + 31) / 63;
+                    SET_DATA_BYTE(lined, jd, val);
+                }
+            } else {  /* jp == wm */
+                for (i = 0; i < h; i++) {
+                    lines = datas + i * wpls;
+                    lined = datad + i * wpld;
+                    val = GET_DATA_BYTE(lines, jp);
+                    SET_DATA_BYTE(lined, jd, val);
+                }
+            }
+            break;
+        case 32:
+            if (jp < wm) {
+                for (i = 0; i < h; i++) {
+                    lines = datas + i * wpls;
+                    lined = datad + i * wpld;
+                    word0 = *(lines + jp);
+                    word1 = *(lines + jp + 1);
+                    rval = ((63 - jf) * ((word0 >> L_RED_SHIFT) & 0xff) +
+                           jf * ((word1 >> L_RED_SHIFT) & 0xff) + 31) / 63;
+                    gval = ((63 - jf) * ((word0 >> L_GREEN_SHIFT) & 0xff) +
+                           jf * ((word1 >> L_GREEN_SHIFT) & 0xff) + 31) / 63;
+                    bval = ((63 - jf) * ((word0 >> L_BLUE_SHIFT) & 0xff) +
+                           jf * ((word1 >> L_BLUE_SHIFT) & 0xff) + 31) / 63;
+                    composeRGBPixel(rval, gval, bval, lined + jd);
+                }
+            } else {  /* jp == wm */
+                for (i = 0; i < h; i++) {
+                    lines = datas + i * wpls;
+                    lined = datad + i * wpld;
+                    lined[jd] = lines[jp];
+                }
+            }
+            break;
+        default:
+            L_ERROR("invalid depth: %d\n", procName, d);
+            pixDestroy(&pixd);
+            return NULL;
+        }
+    }
+
+    return pixd;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                       Quadratic vertical shear                       *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixQuadraticVShear()
+ *
+ * \param[in]    pixs        1, 8 or 32 bpp
+ * \param[in]    dir         L_WARP_TO_LEFT or L_WARP_TO_RIGHT
+ * \param[in]    vmaxt       max vertical displacement at edge and at top
+ * \param[in]    vmaxb       max vertical displacement at edge and at bottom
+ * \param[in]    operation   L_SAMPLED or L_INTERPOLATED
+ * \param[in]    incolor     L_BRING_IN_WHITE or L_BRING_IN_BLACK
+ * \return  pixd   stretched, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) This gives a quadratic bending, upward or downward, as you
+ *          move to the left or right.
+ *      (2) If %dir == L_WARP_TO_LEFT, the right edge is unchanged, and
+ *          the left edge pixels are moved maximally up or down.
+ *      (3) Parameters %vmaxt and %vmaxb control the maximum amount of
+ *          vertical pixel shear at the top and bottom, respectively.
+ *          If %vmaxt > 0, the vertical displacement of pixels at the
+ *          top is downward.  Likewise, if %vmaxb > 0, the vertical
+ *          displacement of pixels at the bottom is downward.
+ *      (4) If %operation == L_SAMPLED, the dest pixels are taken from
+ *          the nearest src pixel.  Otherwise, we use linear interpolation
+ *          between pairs of sampled pixels.
+ *      (5) This is for quadratic shear.  For uniform (linear) shear,
+ *          use the standard shear operators.
+ * 

+ */
+PIX *
+pixQuadraticVShear(PIX     *pixs,
+                   l_int32  dir,
+                   l_int32  vmaxt,
+                   l_int32  vmaxb,
+                   l_int32  operation,
+                   l_int32  incolor)
+{
+l_int32    w, h, d;
+
+    PROCNAME("pixQuadraticVShear");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 1, 8 or 32 bpp", procName, NULL);
+    if (dir != L_WARP_TO_LEFT && dir != L_WARP_TO_RIGHT)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    if (operation != L_SAMPLED && operation != L_INTERPOLATED)
+        return (PIX *)ERROR_PTR("invalid operation", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+
+    if (vmaxt == 0 && vmaxb == 0)
+        return pixCopy(NULL, pixs);
+
+    if (operation == L_INTERPOLATED && d == 1) {
+        L_WARNING("no interpolation for 1 bpp; using sampling\n", procName);
+        operation = L_SAMPLED;
+    }
+
+    if (operation == L_SAMPLED)
+        return pixQuadraticVShearSampled(pixs, dir, vmaxt, vmaxb, incolor);
+    else  /* operation == L_INTERPOLATED */
+        return pixQuadraticVShearLI(pixs, dir, vmaxt, vmaxb, incolor);
+}
+
+
+/*!
+ * \brief   pixQuadraticVShearSampled()
+ *
+ * \param[in]    pixs      1, 8 or 32 bpp
+ * \param[in]    dir       L_WARP_TO_LEFT or L_WARP_TO_RIGHT
+ * \param[in]    vmaxt     max vertical displacement at edge and at top
+ * \param[in]    vmaxb     max vertical displacement at edge and at bottom
+ * \param[in]    incolor   L_BRING_IN_WHITE or L_BRING_IN_BLACK
+ * \return  pixd   stretched, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixQuadraticVShear() for details.
+ * 

+ */
+PIX *
+pixQuadraticVShearSampled(PIX     *pixs,
+                          l_int32  dir,
+                          l_int32  vmaxt,
+                          l_int32  vmaxb,
+                          l_int32  incolor)
+{
+l_int32    i, j, id, w, h, d, wm, hm, wpls, wpld, val;
+l_uint32  *datas, *datad, *lines, *lined;
+l_float32  delrowt, delrowb, denom1, denom2, dely;
+PIX       *pixd;
+
+    PROCNAME("pixQuadraticVShearSampled");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d != 1 && d != 8 && d != 32)
+        return (PIX *)ERROR_PTR("pixs not 1, 8 or 32 bpp", procName, NULL);
+    if (dir != L_WARP_TO_LEFT && dir != L_WARP_TO_RIGHT)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+
+    if (vmaxt == 0 && vmaxb == 0)
+        return pixCopy(NULL, pixs);
+
+    pixd = pixCreateTemplate(pixs);
+    pixSetBlackOrWhite(pixd, L_BRING_IN_WHITE);
+    datas = pixGetData(pixs);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pixs);
+    wpld = pixGetWpl(pixd);
+    wm = w - 1;
+    hm = h - 1;
+    denom1 = 1. / (l_float32)h;
+    denom2 = 1. / (l_float32)(wm * wm);
+    for (j = 0; j < w; j++) {
+        if (dir == L_WARP_TO_LEFT) {
+            delrowt = (l_float32)(vmaxt * (wm - j) * (wm - j)) * denom2;
+            delrowb = (l_float32)(vmaxb * (wm - j) * (wm - j)) * denom2;
+        } else if (dir == L_WARP_TO_RIGHT) {
+            delrowt = (l_float32)(vmaxt * j * j) * denom2;
+            delrowb = (l_float32)(vmaxb * j * j) * denom2;
+        }
+        switch (d)
+        {
+        case 1:
+            for (id = 0; id < h; id++) {
+                dely = (delrowt * (hm - id) + delrowb * id) * denom1;
+                i = id - (l_int32)(dely + 0.5);
+                if (i < 0 || i > hm) continue;
+                lines = datas + i * wpls;
+                lined = datad + id * wpld;
+                val = GET_DATA_BIT(lines, j);
+                if (val)
+                    SET_DATA_BIT(lined, j);
+            }
+            break;
+        case 8:
+            for (id = 0; id < h; id++) {
+                dely = (delrowt * (hm - id) + delrowb * id) * denom1;
+                i = id - (l_int32)(dely + 0.5);
+                if (i < 0 || i > hm) continue;
+                lines = datas + i * wpls;
+                lined = datad + id * wpld;
+                val = GET_DATA_BYTE(lines, j);
+                SET_DATA_BYTE(lined, j, val);
+            }
+            break;
+        case 32:
+            for (id = 0; id < h; id++) {
+                dely = (delrowt * (hm - id) + delrowb * id) * denom1;
+                i = id - (l_int32)(dely + 0.5);
+                if (i < 0 || i > hm) continue;
+                lines = datas + i * wpls;
+                lined = datad + id * wpld;
+                lined[j] = lines[j];
+            }
+            break;
+        default:
+            L_ERROR("invalid depth: %d\n", procName, d);
+            pixDestroy(&pixd);
+            return NULL;
+        }
+    }
+
+    return pixd;
+}
+
+
+/*!
+ * \brief   pixQuadraticVShearLI()
+ *
+ * \param[in]    pixs      8 or 32 bpp, or colormapped
+ * \param[in]    dir       L_WARP_TO_LEFT or L_WARP_TO_RIGHT
+ * \param[in]    vmaxt     max vertical displacement at edge and at top
+ * \param[in]    vmaxb     max vertical displacement at edge and at bottom
+ * \param[in]    incolor   L_BRING_IN_WHITE or L_BRING_IN_BLACK
+ * \return  pixd   stretched, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixQuadraticVShear() for details.
+ * 

+ */
+PIX *
+pixQuadraticVShearLI(PIX     *pixs,
+                     l_int32  dir,
+                     l_int32  vmaxt,
+                     l_int32  vmaxb,
+                     l_int32  incolor)
+{
+l_int32    i, j, id, yp, yf, w, h, d, wm, hm, wpls, wpld;
+l_int32    val, rval, gval, bval;
+l_uint32   word0, word1;
+l_uint32  *datas, *datad, *lines, *lined;
+l_float32  delrowt, delrowb, denom1, denom2, dely;
+PIX       *pix, *pixd;
+PIXCMAP   *cmap;
+
+    PROCNAME("pixQuadraticVShearLI");
+
+    if (!pixs)
+        return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, &d);
+    if (d == 1)
+        return (PIX *)ERROR_PTR("pixs is 1 bpp", procName, NULL);
+    cmap = pixGetColormap(pixs);
+    if (d != 8 && d != 32 && !cmap)
+        return (PIX *)ERROR_PTR("pixs not 8, 32 bpp, or cmap", procName, NULL);
+    if (dir != L_WARP_TO_LEFT && dir != L_WARP_TO_RIGHT)
+        return (PIX *)ERROR_PTR("invalid direction", procName, NULL);
+    if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
+        return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
+
+    if (vmaxt == 0 && vmaxb == 0)
+        return pixCopy(NULL, pixs);
+
+        /* Remove any existing colormap */
+    if (cmap)
+        pix = pixRemoveColormap(pixs, REMOVE_CMAP_BASED_ON_SRC);
+    else
+        pix = pixClone(pixs);
+    d = pixGetDepth(pix);
+    if (d != 8 && d != 32) {
+        pixDestroy(&pix);
+        return (PIX *)ERROR_PTR("invalid depth", procName, NULL);
+    }
+
+        /* Standard linear interp: subdivide each pixel into 64 parts */
+    pixd = pixCreateTemplate(pix);
+    pixSetBlackOrWhite(pixd, L_BRING_IN_WHITE);
+    datas = pixGetData(pix);
+    datad = pixGetData(pixd);
+    wpls = pixGetWpl(pix);
+    wpld = pixGetWpl(pixd);
+    wm = w - 1;
+    hm = h - 1;
+    denom1 = 1.0 / (l_float32)h;
+    denom2 = 1.0 / (l_float32)(wm * wm);
+    for (j = 0; j < w; j++) {
+        if (dir == L_WARP_TO_LEFT) {
+            delrowt = (l_float32)(vmaxt * (wm - j) * (wm - j)) * denom2;
+            delrowb = (l_float32)(vmaxb * (wm - j) * (wm - j)) * denom2;
+        } else if (dir == L_WARP_TO_RIGHT) {
+            delrowt = (l_float32)(vmaxt * j * j) * denom2;
+            delrowb = (l_float32)(vmaxb * j * j) * denom2;
+        }
+        switch (d)
+        {
+        case 8:
+            for (id = 0; id < h; id++) {
+                dely = (delrowt * (hm - id) + delrowb * id) * denom1;
+                i = 64 * id - (l_int32)(64.0 * dely);
+                yp = i / 64;
+                yf = i & 63;
+                if (yp < 0 || yp > hm) continue;
+                lines = datas + yp * wpls;
+                lined = datad + id * wpld;
+                if (yp < hm) {
+                    val = ((63 - yf) * GET_DATA_BYTE(lines, j) +
+                           yf * GET_DATA_BYTE(lines + wpls, j) + 31) / 63;
+                } else {  /* yp == hm */
+                    val = GET_DATA_BYTE(lines, j);
+                }
+                SET_DATA_BYTE(lined, j, val);
+            }
+            break;
+        case 32:
+            for (id = 0; id < h; id++) {
+                dely = (delrowt * (hm - id) + delrowb * id) * denom1;
+                i = 64 * id - (l_int32)(64.0 * dely);
+                yp = i / 64;
+                yf = i & 63;
+                if (yp < 0 || yp > hm) continue;
+                lines = datas + yp * wpls;
+                lined = datad + id * wpld;
+                if (yp < hm) {
+                    word0 = *(lines + j);
+                    word1 = *(lines + wpls + j);
+                    rval = ((63 - yf) * ((word0 >> L_RED_SHIFT) & 0xff) +
+                           yf * ((word1 >> L_RED_SHIFT) & 0xff) + 31) / 63;
+                    gval = ((63 - yf) * ((word0 >> L_GREEN_SHIFT) & 0xff) +
+                           yf * ((word1 >> L_GREEN_SHIFT) & 0xff) + 31) / 63;
+                    bval = ((63 - yf) * ((word0 >> L_BLUE_SHIFT) & 0xff) +
+                           yf * ((word1 >> L_BLUE_SHIFT) & 0xff) + 31) / 63;
+                    composeRGBPixel(rval, gval, bval, lined + j);
+                } else {  /* yp == hm */
+                    lined[j] = lines[j];
+                }
+            }
+            break;
+        default:
+            L_ERROR("invalid depth: %d\n", procName, d);
+            pixDestroy(&pix);
+            pixDestroy(&pixd);
+            return NULL;
+        }
+    }
+
+    pixDestroy(&pix);
+    return pixd;
+}
+
+
+/*----------------------------------------------------------------------*
+ *                     Stereo from a pair of images                     *
+ *----------------------------------------------------------------------*/
+/*!
+ * \brief   pixStereoFromPair()
+ *
+ * \param[in]    pix1   32 bpp rgb
+ * \param[in]    pix2   32 bpp rgb
+ * \param[in]    rwt, gwt, bwt   weighting factors used for each component in
+                                 pix1 to determine the output red channel
+ * \return  pixd   stereo enhanced, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) pix1 and pix2 are a pair of stereo images, ideally taken
+ *          concurrently in the same plane, with some lateral translation.
+ *      (2) The output red channel is determined from %pix1.
+ *          The output green and blue channels are taken from the green
+ *          and blue channels, respectively, of %pix2.
+ *      (3) The weights determine how much of each component in %pix1
+ *          goes into the output red channel.  The sum of weights
+ *          must be 1.0.  If it's not, we scale the weights to
+ *          satisfy this criterion.
+ *      (4) The most general pixel mapping allowed here is:
+ *            rval = rwt * r1 + gwt * g1 + bwt * b1  (from pix1)
+ *            gval = g2   (from pix2)
+ *            bval = b2   (from pix2)
+ *      (5) The simplest method is to use rwt = 1.0, gwt = 0.0, bwt = 0.0,
+ *          but this causes unpleasant visual artifacts with red in the image.
+ *          Use of green and blue from %pix1 in the red channel,
+ *          instead of red, tends to fix that problem.
+ * 

+ */
+PIX *
+pixStereoFromPair(PIX       *pix1,
+                  PIX       *pix2,
+                  l_float32  rwt,
+                  l_float32  gwt,
+                  l_float32  bwt)
+{
+l_int32    i, j, w, h, wpl1, wpl2, rval, gval, bval;
+l_uint32   word1, word2;
+l_uint32  *data1, *data2, *datad, *line1, *line2, *lined;
+l_float32  sum;
+PIX       *pixd;
+
+    PROCNAME("pixStereoFromPair");
+
+    if (!pix1 || !pix2)
+        return (PIX *)ERROR_PTR("pix1, pix2 not both defined", procName, NULL);
+    if (pixGetDepth(pix1) != 32 || pixGetDepth(pix2) != 32)
+        return (PIX *)ERROR_PTR("pix1, pix2 not both 32 bpp", procName, NULL);
+
+        /* Make sure the sum of weights is 1.0; otherwise, you can get
+         * overflow in the gray value. */
+    if (rwt == 0.0 && gwt == 0.0 && bwt == 0.0) {
+        rwt = DefaultRedWeight;
+        gwt = DefaultGreenWeight;
+        bwt = DefaultBlueWeight;
+    }
+    sum = rwt + gwt + bwt;
+    if (L_ABS(sum - 1.0) > 0.0001) {  /* maintain ratios with sum == 1.0 */
+        L_WARNING("weights don't sum to 1; maintaining ratios\n", procName);
+        rwt = rwt / sum;
+        gwt = gwt / sum;
+        bwt = bwt / sum;
+    }
+
+    pixGetDimensions(pix1, &w, &h, NULL);
+    pixd = pixCreateTemplate(pix1);
+    data1 = pixGetData(pix1);
+    data2 = pixGetData(pix2);
+    datad = pixGetData(pixd);
+    wpl1 = pixGetWpl(pix1);
+    wpl2 = pixGetWpl(pix2);
+    for (i = 0; i < h; i++) {
+        line1 = data1 + i * wpl1;
+        line2 = data2 + i * wpl2;
+        lined = datad + i * wpl1;  /* wpl1 works for pixd */
+        for (j = 0; j < w; j++) {
+            word1 = *(line1 + j);
+            word2 = *(line2 + j);
+            rval = (l_int32)(rwt * ((word1 >> L_RED_SHIFT) & 0xff) +
+                             gwt * ((word1 >> L_GREEN_SHIFT) & 0xff) +
+                             bwt * ((word1 >> L_BLUE_SHIFT) & 0xff) + 0.5);
+            gval = (word2 >> L_GREEN_SHIFT) & 0xff;
+            bval = (word2 >> L_BLUE_SHIFT) & 0xff;
+            composeRGBPixel(rval, gval, bval, lined + j);
+        }
+    }
+
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/watershed.c b/3rdparty/hgOCR/leptonica/watershed.c
new file mode 100644
index 00000000..a858e80d
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/watershed.c
@@ -0,0 +1,1130 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file watershed.c
+ * 
+ *
+ *      Top-level
+ *            L_WSHED         *wshedCreate()
+ *            void             wshedDestroy()
+ *            l_int32          wshedApply()
+ *
+ *      Helpers
+ *            static l_int32   identifyWatershedBasin()
+ *            static l_int32   mergeLookup()
+ *            static l_int32   wshedGetHeight()
+ *            static void      pushNewPixel()
+ *            static void      popNewPixel()
+ *            static void      pushWSPixel()
+ *            static void      popWSPixel()
+ *            static void      debugPrintLUT()
+ *            static void      debugWshedMerge()
+ *
+ *      Output
+ *            l_int32          wshedBasins()
+ *            PIX             *wshedRenderFill()
+ *            PIX             *wshedRenderColors()
+ *
+ *  The watershed function identifies the "catch basins" of the input
+ *  8 bpp image, with respect to the specified seeds or "markers".
+ *  The use is in segmentation, but the selection of the markers is
+ *  critical to getting meaningful results.
+ *
+ *  How are the markers selected?  You can't simply use the local
+ *  minima, because a typical image has sufficient noise so that
+ *  a useful catch basin can easily have multiple local minima.  However
+ *  they are selected, the question for the watershed function is
+ *  how to handle local minima that are not markers.  The reason
+ *  this is important is because of the algorithm used to find the
+ *  watersheds, which is roughly like this:
+ *
+ *    (1) Identify the markers and the local minima, and enter them
+ *        into a priority queue based on the pixel value.  Each marker
+ *        is shrunk to a single pixel, if necessary, before the
+ *        operation starts.
+ *    (2) Feed the priority queue with neighbors of pixels that are
+ *        popped off the queue.  Each of these queue pixels is labeled
+ *        with the index value of its parent.
+ *    (3) Each pixel is also labeled, in a 32-bit image, with the marker
+ *        or local minimum index, from which it was originally derived.
+ *    (4) There are actually 3 classes of labels: seeds, minima, and
+ *        fillers.  The fillers are labels of regions that have already
+ *        been identified as watersheds and are continuing to fill, for
+ *        the purpose of finding higher watersheds.
+ *    (5) When a pixel is popped that has already been labeled in the
+ *        32-bit image and that label differs from the label of its
+ *        parent (stored in the queue pixel), a boundary has been crossed.
+ *        There are several cases:
+ *         (a) Both parents are derived from markers but at least one
+ *             is not deep enough to become a watershed.  Absorb the
+ *             shallower basin into the deeper one, fixing the LUT to
+ *             redirect the shallower index to the deeper one.
+ *         (b) Both parents are derived from markers and both are deep
+ *             enough.  Identify and save the watershed for each marker.
+ *         (c) One parent was derived from a marker and the other from
+ *             a minima: absorb the minima basin into the marker basin.
+ *         (d) One parent was derived from a marker and the other is
+ *             a filler: identify and save the watershed for the marker.
+ *         (e) Both parents are derived from minima: merge them.
+ *         (f) One parent is a filler and the other is derived from a
+ *             minima: merge the minima into the filler.
+ *    (6) The output of the watershed operation consists of:
+ *         ~ a pixa of the basins
+ *         ~ a pta of the markers
+ *         ~ a numa of the watershed levels
+ *
+ *  Typical usage:
+ *      L_WShed *wshed = wshedCreate(pixs, pixseed, mindepth, 0);
+ *      wshedApply(wshed);
+ *
+ *      wshedBasins(wshed, &pixa, &nalevels);
+ *        ... do something with pixa, nalevels ...
+ *      pixaDestroy(&pixa);
+ *      numaDestroy(&nalevels);
+ *
+ *      Pix *pixd = wshedRenderFill(wshed);
+ *
+ *      wshedDestroy(&wshed);
+ * 

+ */
+
+#include "allheaders.h"
+
+#ifndef  NO_CONSOLE_IO
+#define   DEBUG_WATERSHED     0
+#endif  /* ~NO_CONSOLE_IO */
+
+static const l_uint32  MAX_LABEL_VALUE = 0x7fffffff;  /* largest l_int32 */
+
+/*! New pixel coordinates */
+struct L_NewPixel
+{
+    l_int32    x;      /*!< x coordinate */
+    l_int32    y;      /*!< y coordinate */
+};
+typedef struct L_NewPixel  L_NEWPIXEL;
+
+/*! Wartshed pixel */
+struct L_WSPixel
+{
+    l_float32  val;    /*!< pixel value */
+    l_int32    x;      /*!< x coordinate */
+    l_int32    y;      /*!< y coordinate */
+    l_int32    index;  /*!< label for set to which pixel belongs */
+};
+typedef struct L_WSPixel  L_WSPIXEL;
+
+
+    /* Static functions for obtaining bitmap of watersheds  */
+static void wshedSaveBasin(L_WSHED *wshed, l_int32 index, l_int32 level);
+
+static l_int32 identifyWatershedBasin(L_WSHED *wshed,
+                                      l_int32 index, l_int32 level,
+                                      BOX **pbox, PIX **ppixd);
+
+    /* Static function for merging lut and backlink arrays */
+static l_int32 mergeLookup(L_WSHED *wshed, l_int32 sindex, l_int32 dindex);
+
+    /* Static function for finding the height of the current pixel
+       above its seed or minima in the watershed.  */
+static l_int32 wshedGetHeight(L_WSHED *wshed, l_int32 val, l_int32 label,
+                              l_int32 *pheight);
+
+    /* Static accessors for NewPixel on a queue */
+static void pushNewPixel(L_QUEUE *lq, l_int32 x, l_int32 y,
+                         l_int32 *pminx, l_int32 *pmaxx,
+                         l_int32 *pminy, l_int32 *pmaxy);
+static void popNewPixel(L_QUEUE *lq, l_int32 *px, l_int32 *py);
+
+    /* Static accessors for WSPixel on a heap */
+static void pushWSPixel(L_HEAP *lh, L_STACK *stack, l_int32 val,
+                        l_int32 x, l_int32 y, l_int32 index);
+static void popWSPixel(L_HEAP *lh, L_STACK *stack, l_int32 *pval,
+                       l_int32 *px, l_int32 *py, l_int32 *pindex);
+
+    /* Static debug print output */
+static void debugPrintLUT(l_int32 *lut, l_int32 size, l_int32 debug);
+
+static void debugWshedMerge(L_WSHED *wshed, char *descr, l_int32 x,
+                            l_int32 y, l_int32 label, l_int32 index);
+
+
+/*-----------------------------------------------------------------------*
+ *                        Top-level watershed                            *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   wshedCreate()
+ *
+ * \param[in]    pixs  8 bpp source
+ * \param[in]    pixm  1 bpp 'marker' seed
+ * \param[in]    mindepth minimum depth; anything less is not saved
+ * \param[in]    debugflag 1 for debug output
+ * \return  WShed, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) It is not necessary for the fg pixels in the seed image
+ *          be at minima, or that they be isolated.  We extract a
+ *          single pixel from each connected component, and a seed
+ *          anywhere in a watershed will eventually label the watershed
+ *          when the filling level reaches it.
+ *      (2) Set mindepth to some value to ignore noise in pixs that
+ *          can create small local minima.  Any watershed shallower
+ *          than mindepth, even if it has a seed, will not be saved;
+ *          It will either be incorporated in another watershed or
+ *          eliminated.
+ * 

+ */
+L_WSHED *
+wshedCreate(PIX     *pixs,
+            PIX     *pixm,
+            l_int32  mindepth,
+            l_int32  debugflag)
+{
+l_int32   w, h;
+L_WSHED  *wshed;
+
+    PROCNAME("wshedCreate");
+
+    if (!pixs)
+        return (L_WSHED *)ERROR_PTR("pixs is not defined", procName, NULL);
+    if (pixGetDepth(pixs) != 8)
+        return (L_WSHED *)ERROR_PTR("pixs is not 8 bpp", procName, NULL);
+    if (!pixm)
+        return (L_WSHED *)ERROR_PTR("pixm is not defined", procName, NULL);
+    if (pixGetDepth(pixm) != 1)
+        return (L_WSHED *)ERROR_PTR("pixm is not 1 bpp", procName, NULL);
+    pixGetDimensions(pixs, &w, &h, NULL);
+    if (pixGetWidth(pixm) != w || pixGetHeight(pixm) != h)
+        return (L_WSHED *)ERROR_PTR("pixs/m sizes are unequal", procName, NULL);
+
+    if ((wshed = (L_WSHED *)LEPT_CALLOC(1, sizeof(L_WSHED))) == NULL)
+        return (L_WSHED *)ERROR_PTR("wshed not made", procName, NULL);
+
+    wshed->pixs = pixClone(pixs);
+    wshed->pixm = pixClone(pixm);
+    wshed->mindepth = L_MAX(1, mindepth);
+    wshed->pixlab = pixCreate(w, h, 32);
+    pixSetAllArbitrary(wshed->pixlab, MAX_LABEL_VALUE);
+    wshed->pixt = pixCreate(w, h, 1);
+    wshed->lines8 = pixGetLinePtrs(pixs, NULL);
+    wshed->linem1 = pixGetLinePtrs(pixm, NULL);
+    wshed->linelab32 = pixGetLinePtrs(wshed->pixlab, NULL);
+    wshed->linet1 = pixGetLinePtrs(wshed->pixt, NULL);
+    wshed->debug = debugflag;
+    return wshed;
+}
+
+
+/*!
+ * \brief   wshedDestroy()
+ *
+ * \param[in,out]   pwshed will be set to null before returning
+ * \return  void
+ */
+void
+wshedDestroy(L_WSHED  **pwshed)
+{
+l_int32   i;
+L_WSHED  *wshed;
+
+    PROCNAME("wshedDestroy");
+
+    if (pwshed == NULL) {
+        L_WARNING("ptr address is null!\n", procName);
+        return;
+    }
+
+    if ((wshed = *pwshed) == NULL)
+        return;
+
+    pixDestroy(&wshed->pixs);
+    pixDestroy(&wshed->pixm);
+    pixDestroy(&wshed->pixlab);
+    pixDestroy(&wshed->pixt);
+    if (wshed->lines8) LEPT_FREE(wshed->lines8);
+    if (wshed->linem1) LEPT_FREE(wshed->linem1);
+    if (wshed->linelab32) LEPT_FREE(wshed->linelab32);
+    if (wshed->linet1) LEPT_FREE(wshed->linet1);
+    pixaDestroy(&wshed->pixad);
+    ptaDestroy(&wshed->ptas);
+    numaDestroy(&wshed->nash);
+    numaDestroy(&wshed->nasi);
+    numaDestroy(&wshed->namh);
+    numaDestroy(&wshed->nalevels);
+    if (wshed->lut)
+         LEPT_FREE(wshed->lut);
+    if (wshed->links) {
+        for (i = 0; i < wshed->arraysize; i++)
+            numaDestroy(&wshed->links[i]);
+        LEPT_FREE(wshed->links);
+    }
+    LEPT_FREE(wshed);
+    *pwshed = NULL;
+    return;
+}
+
+
+/*!
+ * \brief   wshedApply()
+ *
+ * \param[in]    wshed generated from wshedCreate()
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) N.B. This is buggy!  It seems to locate watersheds that are
+ *          duplicates.  The watershed extraction after complete fill
+ *          grabs some regions belonging to existing watersheds.
+ *          See prog/watershedtest.c for testing.
+ * 

+ */
+l_ok
+wshedApply(L_WSHED  *wshed)
+{
+char      two_new_watersheds[] = "Two new watersheds";
+char      seed_absorbed_into_seeded_basin[] = "Seed absorbed into seeded basin";
+char      one_new_watershed_label[] = "One new watershed (label)";
+char      one_new_watershed_index[] = "One new watershed (index)";
+char      minima_absorbed_into_seeded_basin[] =
+                 "Minima absorbed into seeded basin";
+char      minima_absorbed_by_filler_or_another[] =
+                 "Minima absorbed by filler or another";
+l_int32   nseeds, nother, nboth, arraysize;
+l_int32   i, j, val, x, y, w, h, index, mindepth;
+l_int32   imin, imax, jmin, jmax, cindex, clabel, nindex;
+l_int32   hindex, hlabel, hmin, hmax, minhindex, maxhindex;
+l_int32  *lut;
+l_uint32  ulabel, uval;
+void    **lines8, **linelab32;
+NUMA     *nalut, *nalevels, *nash, *namh, *nasi;
+NUMA    **links;
+L_HEAP   *lh;
+PIX      *pixmin, *pixsd;
+PIXA     *pixad;
+L_STACK  *rstack;
+PTA      *ptas, *ptao;
+
+    PROCNAME("wshedApply");
+
+    if (!wshed)
+        return ERROR_INT("wshed not defined", procName, 1);
+
+    /* ------------------------------------------------------------ *
+     *  Initialize priority queue and pixlab with seeds and minima  *
+     * ------------------------------------------------------------ */
+
+    lh = lheapCreate(0, L_SORT_INCREASING);  /* remove lowest values first */
+    rstack = lstackCreate(0);  /* for reusing the WSPixels */
+    pixGetDimensions(wshed->pixs, &w, &h, NULL);
+    lines8 = wshed->lines8;  /* wshed owns this */
+    linelab32 = wshed->linelab32;  /* ditto */
+
+        /* Identify seed (marker) pixels, 1 for each c.c. in pixm */
+    pixSelectMinInConnComp(wshed->pixs, wshed->pixm, &ptas, &nash);
+    pixsd = pixGenerateFromPta(ptas, w, h);
+    nseeds = ptaGetCount(ptas);
+    for (i = 0; i < nseeds; i++) {
+        ptaGetIPt(ptas, i, &x, &y);
+        uval = GET_DATA_BYTE(lines8[y], x);
+        pushWSPixel(lh, rstack, (l_int32)uval, x, y, i);
+    }
+    wshed->ptas = ptas;
+    nasi = numaMakeConstant(1, nseeds);  /* indicator array */
+    wshed->nasi = nasi;
+    wshed->nash = nash;
+    wshed->nseeds = nseeds;
+
+        /* Identify minima that are not seeds.  Use these 4 steps:
+         *  (1) Get the local minima, which can have components
+         *      of arbitrary size.  This will be a clipping mask.
+         *  (2) Get the image of the actual seeds (pixsd)
+         *  (3) Remove all elements of the clipping mask that have a seed.
+         *  (4) Shrink each of the remaining elements of the minima mask
+         *      to a single pixel.  */
+    pixLocalExtrema(wshed->pixs, 200, 0, &pixmin, NULL);
+    pixRemoveSeededComponents(pixmin, pixsd, pixmin, 8, 2);
+    pixSelectMinInConnComp(wshed->pixs, pixmin, &ptao, &namh);
+    nother = ptaGetCount(ptao);
+    for (i = 0; i < nother; i++) {
+        ptaGetIPt(ptao, i, &x, &y);
+        uval = GET_DATA_BYTE(lines8[y], x);
+        pushWSPixel(lh, rstack, (l_int32)uval, x, y, nseeds + i);
+    }
+    wshed->namh = namh;
+
+    /* ------------------------------------------------------------ *
+     *                Initialize merging lookup tables              *
+     * ------------------------------------------------------------ */
+
+        /* nalut should always give the current after-merging index.
+         * links are effectively backpointers: they are numas associated with
+         * a dest index of all indices in nalut that point to that index. */
+    mindepth = wshed->mindepth;
+    nboth = nseeds + nother;
+    arraysize = 2 * nboth;
+    wshed->arraysize = arraysize;
+    nalut = numaMakeSequence(0, 1, arraysize);
+    lut = numaGetIArray(nalut);
+    wshed->lut = lut;  /* wshed owns this */
+    links = (NUMA **)LEPT_CALLOC(arraysize, sizeof(NUMA *));
+    wshed->links = links;  /* wshed owns this */
+    nindex = nseeds + nother;  /* the next unused index value */
+
+    /* ------------------------------------------------------------ *
+     *              Fill the basins, using the priority queue       *
+     * ------------------------------------------------------------ */
+
+    pixad = pixaCreate(nseeds);
+    wshed->pixad = pixad;  /* wshed owns this */
+    nalevels = numaCreate(nseeds);
+    wshed->nalevels = nalevels;  /* wshed owns this */
+    L_INFO("nseeds = %d, nother = %d\n", procName, nseeds, nother);
+    while (lheapGetCount(lh) > 0) {
+        popWSPixel(lh, rstack, &val, &x, &y, &index);
+/*        fprintf(stderr, "x = %d, y = %d, index = %d\n", x, y, index); */
+        ulabel = GET_DATA_FOUR_BYTES(linelab32[y], x);
+        if (ulabel == MAX_LABEL_VALUE)
+            clabel = ulabel;
+        else
+            clabel = lut[ulabel];
+        cindex = lut[index];
+        if (clabel == cindex) continue;  /* have already seen this one */
+        if (clabel == MAX_LABEL_VALUE) {  /* new one; assign index and try to
+                                           * propagate to all neighbors */
+            SET_DATA_FOUR_BYTES(linelab32[y], x, cindex);
+            imin = L_MAX(0, y - 1);
+            imax = L_MIN(h - 1, y + 1);
+            jmin = L_MAX(0, x - 1);
+            jmax = L_MIN(w - 1, x + 1);
+            for (i = imin; i <= imax; i++) {
+                for (j = jmin; j <= jmax; j++) {
+                    if (i == y && j == x) continue;
+                    uval = GET_DATA_BYTE(lines8[i], j);
+                    pushWSPixel(lh, rstack, (l_int32)uval, j, i, cindex);
+                }
+            }
+        } else {  /* pixel is already labeled (differently); must resolve */
+
+                /* If both indices are seeds, check if the min height is
+                 * greater than mindepth.  If so, we have two new watersheds;
+                 * locate them and assign to both regions a new index
+                 * for further waterfill.  If not, absorb the shallower
+                 * watershed into the deeper one and continue filling it. */
+            pixGetPixel(pixsd, x, y, &uval);
+            if (clabel < nseeds && cindex < nseeds) {
+                wshedGetHeight(wshed, val, clabel, &hlabel);
+                wshedGetHeight(wshed, val, cindex, &hindex);
+                hmin = L_MIN(hlabel, hindex);
+                hmax = L_MAX(hlabel, hindex);
+                if (hmin == hmax) {
+                    hmin = hlabel;
+                    hmax = hindex;
+                }
+                if (wshed->debug) {
+                    fprintf(stderr, "clabel,hlabel = %d,%d\n", clabel, hlabel);
+                    fprintf(stderr, "hmin = %d, hmax = %d\n", hmin, hmax);
+                    fprintf(stderr, "cindex,hindex = %d,%d\n", cindex, hindex);
+                    if (hmin < mindepth)
+                        fprintf(stderr, "Too shallow!\n");
+                }
+
+                if (hmin >= mindepth) {
+                    debugWshedMerge(wshed, two_new_watersheds,
+                                    x, y, clabel, cindex);
+                    wshedSaveBasin(wshed, cindex, val - 1);
+                    wshedSaveBasin(wshed, clabel, val - 1);
+                    numaSetValue(nasi, cindex, 0);
+                    numaSetValue(nasi, clabel, 0);
+
+                    if (wshed->debug) fprintf(stderr, "nindex = %d\n", nindex);
+                    debugPrintLUT(lut, nindex, wshed->debug);
+                    mergeLookup(wshed, clabel, nindex);
+                    debugPrintLUT(lut, nindex, wshed->debug);
+                    mergeLookup(wshed, cindex, nindex);
+                    debugPrintLUT(lut, nindex, wshed->debug);
+                    nindex++;
+                } else  /* extraneous seed within seeded basin; absorb */ {
+                    debugWshedMerge(wshed, seed_absorbed_into_seeded_basin,
+                                    x, y, clabel, cindex);
+                }
+                maxhindex = clabel;  /* TODO: is this part of above 'else'? */
+                minhindex = cindex;
+                if (hindex > hlabel) {
+                    maxhindex = cindex;
+                    minhindex = clabel;
+                }
+                mergeLookup(wshed, minhindex, maxhindex);
+            } else if (clabel < nseeds && cindex >= nboth) {
+                /* If one index is a seed and the other is a merge of
+                 * 2 watersheds, generate a single watershed. */
+                debugWshedMerge(wshed, one_new_watershed_label,
+                                x, y, clabel, cindex);
+                wshedSaveBasin(wshed, clabel, val - 1);
+                numaSetValue(nasi, clabel, 0);
+                mergeLookup(wshed, clabel, cindex);
+            } else if (cindex < nseeds && clabel >= nboth) {
+                debugWshedMerge(wshed, one_new_watershed_index,
+                                x, y, clabel, cindex);
+                wshedSaveBasin(wshed, cindex, val - 1);
+                numaSetValue(nasi, cindex, 0);
+                mergeLookup(wshed, cindex, clabel);
+            } else if (clabel < nseeds) {  /* cindex from minima; absorb */
+                /* If one index is a seed and the other is from a minimum,
+                 * merge the minimum wshed into the seed wshed. */
+                debugWshedMerge(wshed, minima_absorbed_into_seeded_basin,
+                                x, y, clabel, cindex);
+                mergeLookup(wshed, cindex, clabel);
+            } else if (cindex < nseeds) {  /* clabel from minima; absorb */
+                debugWshedMerge(wshed, minima_absorbed_into_seeded_basin,
+                                x, y, clabel, cindex);
+                mergeLookup(wshed, clabel, cindex);
+            } else {  /* If neither index is a seed, just merge */
+                debugWshedMerge(wshed, minima_absorbed_by_filler_or_another,
+                                x, y, clabel, cindex);
+                mergeLookup(wshed, clabel, cindex);
+            }
+        }
+    }
+
+#if 0
+        /*  Use the indicator array to save any watersheds that fill
+         *  to the maximum value.  This seems to screw things up!  */
+    for (i = 0; i < nseeds; i++) {
+        numaGetIValue(nasi, i, &ival);
+        if (ival == 1) {
+            wshedSaveBasin(wshed, lut[i], val - 1);
+            numaSetValue(nasi, i, 0);
+        }
+    }
+#endif
+
+    numaDestroy(&nalut);
+    pixDestroy(&pixmin);
+    pixDestroy(&pixsd);
+    ptaDestroy(&ptao);
+    lheapDestroy(&lh, TRUE);
+    lstackDestroy(&rstack, TRUE);
+    return 0;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                               Helpers                                 *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   wshedSaveBasin()
+ *
+ * \param[in]    wshed
+ * \param[in]    index   index of basin to be located
+ * \param[in]    level   filling level reached at the time this function
+ *                       is called
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This identifies a single watershed.  It does not change
+ *          the LUT, which must be done subsequently.
+ *      (2) The fill level of a basin is taken to be %level - 1.
+ * 

+ */
+static void
+wshedSaveBasin(L_WSHED  *wshed,
+               l_int32   index,
+               l_int32   level)
+{
+BOX  *box;
+PIX  *pix;
+
+    PROCNAME("wshedSaveBasin");
+
+    if (!wshed) {
+        L_ERROR("wshed not defined\n", procName);
+        return;
+    }
+
+    if (identifyWatershedBasin(wshed, index, level, &box, &pix) == 0) {
+        pixaAddPix(wshed->pixad, pix, L_INSERT);
+        pixaAddBox(wshed->pixad, box, L_INSERT);
+        numaAddNumber(wshed->nalevels, level - 1);
+    }
+    return;
+}
+
+
+/*!
+ * \brief   identifyWatershedBasin()
+ *
+ * \param[in]    wshed
+ * \param[in]    index   index of basin to be located
+ * \param[in]    level   of basin at point at which the two basins met
+ * \param[out]   pbox    bounding box of basin
+ * \param[out]   ppixd   pix of basin, cropped to its bounding box
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a static function, so we assume pixlab, pixs and pixt
+ *          exist and are the same size.
+ *      (2) It selects all pixels that have the label %index in pixlab
+ *          and that have a value in pixs that is less than %level.
+ *      (3) It is used whenever two seeded basins meet (typically at a saddle),
+ *          or when one seeded basin meets a 'filler'.  All identified
+ *          basins are saved as a watershed.
+ * 

+ */
+static l_int32
+identifyWatershedBasin(L_WSHED  *wshed,
+                       l_int32   index,
+                       l_int32   level,
+                       BOX     **pbox,
+                       PIX     **ppixd)
+{
+l_int32   imin, imax, jmin, jmax, minx, miny, maxx, maxy;
+l_int32   bw, bh, i, j, w, h, x, y;
+l_int32  *lut;
+l_uint32  label, bval, lval;
+void    **lines8, **linelab32, **linet1;
+BOX      *box;
+PIX      *pixs, *pixt, *pixd;
+L_QUEUE  *lq;
+
+    PROCNAME("identifyWatershedBasin");
+
+    if (!pbox)
+        return ERROR_INT("&box not defined", procName, 1);
+    *pbox = NULL;
+    if (!ppixd)
+        return ERROR_INT("&pixd not defined", procName, 1);
+    *ppixd = NULL;
+    if (!wshed)
+        return ERROR_INT("wshed not defined", procName, 1);
+
+        /* Make a queue and an auxiliary stack */
+    lq = lqueueCreate(0);
+    lq->stack = lstackCreate(0);
+
+    pixs = wshed->pixs;
+    pixt = wshed->pixt;
+    lines8 = wshed->lines8;
+    linelab32 = wshed->linelab32;
+    linet1 = wshed->linet1;
+    lut = wshed->lut;
+    pixGetDimensions(pixs, &w, &h, NULL);
+
+        /* Prime the queue with the seed pixel for this watershed. */
+    minx = miny = 1000000;
+    maxx = maxy = 0;
+    ptaGetIPt(wshed->ptas, index, &x, &y);
+    pixSetPixel(pixt, x, y, 1);
+    pushNewPixel(lq, x, y, &minx, &maxx, &miny, &maxy);
+    if (wshed->debug) fprintf(stderr, "prime: (x,y) = (%d, %d)\n", x, y);
+
+        /* Each pixel in a spreading breadth-first search is inspected.
+         * It is accepted as part of this watershed, and pushed on
+         * the search queue, if:
+         *     (1) It has a label value equal to %index
+         *     (2) The pixel value is less than %level, the overflow
+         *         height at which the two basins join.
+         *     (3) It has not yet been seen in this search.  */
+    while (lqueueGetCount(lq) > 0) {
+        popNewPixel(lq, &x, &y);
+        imin = L_MAX(0, y - 1);
+        imax = L_MIN(h - 1, y + 1);
+        jmin = L_MAX(0, x - 1);
+        jmax = L_MIN(w - 1, x + 1);
+        for (i = imin; i <= imax; i++) {
+            for (j = jmin; j <= jmax; j++) {
+                if (j == x && i == y) continue;  /* parent */
+                label = GET_DATA_FOUR_BYTES(linelab32[i], j);
+                if (label == MAX_LABEL_VALUE || lut[label] != index) continue;
+                bval = GET_DATA_BIT(linet1[i], j);
+                if (bval == 1) continue;  /* already seen */
+                lval = GET_DATA_BYTE(lines8[i], j);
+                if (lval >= level) continue;  /* too high */
+                SET_DATA_BIT(linet1[i], j);
+                pushNewPixel(lq, j, i, &minx, &maxx, &miny, &maxy);
+            }
+        }
+    }
+
+        /* Extract the box and pix, and clear pixt */
+    bw = maxx - minx + 1;
+    bh = maxy - miny + 1;
+    box = boxCreate(minx, miny, bw, bh);
+    pixd = pixClipRectangle(pixt, box, NULL);
+    pixRasterop(pixt, minx, miny, bw, bh, PIX_SRC ^ PIX_DST, pixd, 0, 0);
+    *pbox = box;
+    *ppixd = pixd;
+
+    lqueueDestroy(&lq, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   mergeLookup()
+ *
+ * \param[in]    wshed
+ * \param[in]    sindex   primary index being changed in the merge
+ * \param[in]    dindex   index that %sindex will point to after the merge
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The links are a sparse array of Numas showing current back-links.
+ *          The lut gives the current index (of the seed or the minima
+ *          for the wshed  in which it is located.
+ *      (2) Think of each entry in the lut.  There are two types:
+ *             owner:     lut[index] = index
+ *             redirect:  lut[index] != index
+ *      (3) This is called each time a merge occurs.  It puts the lut
+ *          and backlinks in a canonical form after the merge, where
+ *          all entries in the lut point to the current "owner", which
+ *          has all backlinks.  That is, every "redirect" in the lut
+ *          points to an "owner".  The lut always gives the index of
+ *          the current owner.
+ * 

+ */
+static l_int32
+mergeLookup(L_WSHED  *wshed,
+            l_int32   sindex,
+            l_int32   dindex)
+{
+l_int32   i, n, size, index;
+l_int32  *lut;
+NUMA     *na;
+NUMA    **links;
+
+    PROCNAME("mergeLookup");
+
+    if (!wshed)
+        return ERROR_INT("wshed not defined", procName, 1);
+    size = wshed->arraysize;
+    if (sindex < 0 || sindex >= size)
+        return ERROR_INT("invalid sindex", procName, 1);
+    if (dindex < 0 || dindex >= size)
+        return ERROR_INT("invalid dindex", procName, 1);
+
+        /* Redirect links in the lut */
+    n = 0;
+    links = wshed->links;
+    lut = wshed->lut;
+    if ((na = links[sindex]) != NULL) {
+        n = numaGetCount(na);
+        for (i = 0; i < n; i++) {
+            numaGetIValue(na, i, &index);
+            lut[index] = dindex;
+        }
+    }
+    lut[sindex] = dindex;
+
+        /* Shift the backlink arrays from sindex to dindex.
+         * sindex should have no backlinks because all entries in the
+         * lut that were previously pointing to it have been redirected
+         * to dindex. */
+    if (!links[dindex])
+        links[dindex] = numaCreate(n);
+    numaJoin(links[dindex], links[sindex], 0, -1);
+    numaAddNumber(links[dindex], sindex);
+    numaDestroy(&links[sindex]);
+
+    return 0;
+}
+
+
+/*!
+ * \brief   wshedGetHeight()
+ *
+ * \param[in]    wshed     array of current indices
+ * \param[in]    val       value of current pixel popped off queue
+ * \param[in]    label     of pixel or 32 bpp label image
+ * \param[out]   pheight   height of current value from seed
+ *                         or minimum of watershed
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) It is only necessary to find the height for a watershed
+ *          that is indexed by a seed or a minima.  This function should
+ *          not be called on a finished watershed (that continues to fill).
+ * 

+ */
+static l_int32
+wshedGetHeight(L_WSHED  *wshed,
+               l_int32   val,
+               l_int32   label,
+               l_int32  *pheight)
+{
+l_int32  minval;
+
+    PROCNAME("wshedGetHeight");
+
+    if (!pheight)
+        return ERROR_INT("&height not defined", procName, 1);
+    *pheight = 0;
+    if (!wshed)
+        return ERROR_INT("wshed not defined", procName, 1);
+
+    if (label < wshed->nseeds)
+        numaGetIValue(wshed->nash, label, &minval);
+    else if (label < wshed->nseeds + wshed->nother)
+        numaGetIValue(wshed->namh, label, &minval);
+    else
+        return ERROR_INT("finished watershed; should not call", procName, 1);
+
+    *pheight = val - minval;
+    return 0;
+}
+
+
+/*
+ * \brief   pushNewPixel()
+ *
+ * \param[in]     lqueue
+ * \param[in]     x, y                          pixel coordinates
+ * \param[out]    pminx, pmaxx, pminy, pmaxy    bounding box update
+ * \return   void
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper for adding a NewPixel to a queue, which
+ *          updates the bounding box for all pixels on that queue and
+ *          uses the storage stack to retrieve a NewPixel.
+ * 

+ */
+static void
+pushNewPixel(L_QUEUE  *lq,
+             l_int32   x,
+             l_int32   y,
+             l_int32  *pminx,
+             l_int32  *pmaxx,
+             l_int32  *pminy,
+             l_int32  *pmaxy)
+{
+L_NEWPIXEL  *np;
+
+    PROCNAME("pushNewPixel");
+
+    if (!lq) {
+        L_ERROR("queue not defined\n", procName);
+        return;
+    }
+
+        /* Adjust bounding box */
+    *pminx = L_MIN(*pminx, x);
+    *pmaxx = L_MAX(*pmaxx, x);
+    *pminy = L_MIN(*pminy, y);
+    *pmaxy = L_MAX(*pmaxy, y);
+
+        /* Get a newpixel to use */
+    if (lstackGetCount(lq->stack) > 0)
+        np = (L_NEWPIXEL *)lstackRemove(lq->stack);
+    else
+        np = (L_NEWPIXEL *)LEPT_CALLOC(1, sizeof(L_NEWPIXEL));
+
+    np->x = x;
+    np->y = y;
+    lqueueAdd(lq, np);
+    return;
+}
+
+
+/*
+ * \brief   popNewPixel()
+ *
+ * \param[in]    lqueue
+ * \param[out]   px, py    pixel coordinates
+ * \return   void
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper for removing a NewPixel from a queue,
+ *          which returns the pixel coordinates and saves the NewPixel
+ *          on the storage stack.
+ * 

+ */
+static void
+popNewPixel(L_QUEUE  *lq,
+            l_int32  *px,
+            l_int32  *py)
+{
+L_NEWPIXEL  *np;
+
+    PROCNAME("popNewPixel");
+
+    if (!lq) {
+        L_ERROR("lqueue not defined\n", procName);
+        return;
+    }
+
+    if ((np = (L_NEWPIXEL *)lqueueRemove(lq)) == NULL)
+        return;
+    *px = np->x;
+    *py = np->y;
+    lstackAdd(lq->stack, np);  /* save for re-use */
+    return;
+}
+
+
+/*
+ * \brief   pushWSPixel()
+ *
+ * \param[in]    lh       priority queue
+ * \param[in]    stack    of reusable WSPixels
+ * \param[in]    val      pixel value: used for ordering the heap
+ * \param[in]    x, y     pixel coordinates
+ * \param[in]    index    label for set to which pixel belongs
+ * \return    void
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper for adding a WSPixel to a heap.  It
+ *          uses the storage stack to retrieve a WSPixel.
+ * 

+ */
+static void
+pushWSPixel(L_HEAP   *lh,
+            L_STACK  *stack,
+            l_int32   val,
+            l_int32   x,
+            l_int32   y,
+            l_int32   index)
+{
+L_WSPIXEL  *wsp;
+
+    PROCNAME("pushWSPixel");
+
+    if (!lh) {
+        L_ERROR("heap not defined\n", procName);
+        return;
+    }
+    if (!stack) {
+        L_ERROR("stack not defined\n", procName);
+        return;
+    }
+
+        /* Get a wspixel to use */
+    if (lstackGetCount(stack) > 0)
+        wsp = (L_WSPIXEL *)lstackRemove(stack);
+    else
+        wsp = (L_WSPIXEL *)LEPT_CALLOC(1, sizeof(L_WSPIXEL));
+
+    wsp->val = (l_float32)val;
+    wsp->x = x;
+    wsp->y = y;
+    wsp->index = index;
+    lheapAdd(lh, wsp);
+    return;
+}
+
+
+/*
+ * \brief  popWSPixel()
+ *
+ * \param[in]     lh        priority queue
+ * \param[in]     stack     of reusable WSPixels
+ * \param[out]    pval      pixel value
+ * \param[out]    px, py    pixel coordinates
+ * \param[out]    pindex    label for set to which pixel belongs
+ * \return   void
+ *
+ * 
+ * Notes:
+ *      (1) This is a wrapper for removing a WSPixel from a heap,
+ *          which returns the WSPixel data and saves the WSPixel
+ *          on the storage stack.
+ * 

+ */
+static void
+popWSPixel(L_HEAP   *lh,
+           L_STACK  *stack,
+           l_int32  *pval,
+           l_int32  *px,
+           l_int32  *py,
+           l_int32  *pindex)
+{
+L_WSPIXEL  *wsp;
+
+    PROCNAME("popWSPixel");
+
+    if (!lh) {
+        L_ERROR("lheap not defined\n", procName);
+        return;
+    }
+    if (!stack) {
+        L_ERROR("stack not defined\n", procName);
+        return;
+    }
+    if (!pval || !px || !py || !pindex) {
+        L_ERROR("data can't be returned\n", procName);
+        return;
+    }
+
+    if ((wsp = (L_WSPIXEL *)lheapRemove(lh)) == NULL)
+        return;
+    *pval = (l_int32)wsp->val;
+    *px = wsp->x;
+    *py = wsp->y;
+    *pindex = wsp->index;
+    lstackAdd(stack, wsp);  /* save for re-use */
+    return;
+}
+
+
+static void
+debugPrintLUT(l_int32  *lut,
+              l_int32   size,
+              l_int32   debug)
+{
+l_int32  i;
+
+    if (!debug) return;
+    fprintf(stderr, "lut: ");
+    for (i = 0; i < size; i++)
+        fprintf(stderr, "%d ", lut[i]);
+    fprintf(stderr, "\n");
+    return;
+}
+
+
+static void
+debugWshedMerge(L_WSHED *wshed,
+                char    *descr,
+                l_int32  x,
+                l_int32  y,
+                l_int32  label,
+                l_int32  index)
+{
+    if (!wshed || (wshed->debug == 0))
+         return;
+    fprintf(stderr, "%s:\n", descr);
+    fprintf(stderr, "   (x, y) = (%d, %d)\n", x, y);
+    fprintf(stderr, "   clabel = %d, cindex = %d\n", label, index);
+    return;
+}
+
+
+/*-----------------------------------------------------------------------*
+ *                                 Output                                *
+ *-----------------------------------------------------------------------*/
+/*!
+ * \brief   wshedBasins()
+ *
+ * \param[in]    wshed
+ * \param[out]   ppixa       [optional] mask of watershed basins
+ * \param[out]   pnalevels   [optional] watershed levels
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+wshedBasins(L_WSHED  *wshed,
+            PIXA    **ppixa,
+            NUMA    **pnalevels)
+{
+    PROCNAME("wshedBasins");
+
+    if (!wshed)
+        return ERROR_INT("wshed not defined", procName, 1);
+
+    if (ppixa)
+        *ppixa = pixaCopy(wshed->pixad, L_CLONE);
+    if (pnalevels)
+        *pnalevels = numaClone(wshed->nalevels);
+    return 0;
+}
+
+
+/*!
+ * \brief   wshedRenderFill()
+ *
+ * \param[in]    wshed
+ * \return  pixd   initial image with all basins filled, or NULL on error
+ */
+PIX *
+wshedRenderFill(L_WSHED  *wshed)
+{
+l_int32  i, n, level, bx, by;
+NUMA    *na;
+PIX     *pix, *pixd;
+PIXA    *pixa;
+
+    PROCNAME("wshedRenderFill");
+
+    if (!wshed)
+        return (PIX *)ERROR_PTR("wshed not defined", procName, NULL);
+
+    wshedBasins(wshed, &pixa, &na);
+    pixd = pixCopy(NULL, wshed->pixs);
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        pixaGetBoxGeometry(pixa, i, &bx, &by, NULL, NULL);
+        numaGetIValue(na, i, &level);
+        pixPaintThroughMask(pixd, pix, bx, by, level);
+        pixDestroy(&pix);
+    }
+
+    pixaDestroy(&pixa);
+    numaDestroy(&na);
+    return pixd;
+}
+
+
+/*!
+ * \brief   wshedRenderColors()
+ *
+ * \param[in]    wshed
+ * \return  pixd   initial image with all basins filled, or null on error
+ */
+PIX *
+wshedRenderColors(L_WSHED  *wshed)
+{
+l_int32  w, h;
+PIX     *pixg, *pixt, *pixc, *pixm, *pixd;
+PIXA    *pixa;
+
+    PROCNAME("wshedRenderColors");
+
+    if (!wshed)
+        return (PIX *)ERROR_PTR("wshed not defined", procName, NULL);
+
+    wshedBasins(wshed, &pixa, NULL);
+    pixg = pixCopy(NULL, wshed->pixs);
+    pixGetDimensions(wshed->pixs, &w, &h, NULL);
+    pixd = pixConvertTo32(pixg);
+    pixt = pixaDisplayRandomCmap(pixa, w, h);
+    pixc = pixConvertTo32(pixt);
+    pixm = pixaDisplay(pixa, w, h);
+    pixCombineMasked(pixd, pixc, pixm);
+
+    pixDestroy(&pixg);
+    pixDestroy(&pixt);
+    pixDestroy(&pixc);
+    pixDestroy(&pixm);
+    pixaDestroy(&pixa);
+    return pixd;
+}
diff --git a/3rdparty/hgOCR/leptonica/watershed.h b/3rdparty/hgOCR/leptonica/watershed.h
new file mode 100644
index 00000000..d6b20775
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/watershed.h
@@ -0,0 +1,64 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+#ifndef  LEPTONICA_WATERSHED_H
+#define  LEPTONICA_WATERSHED_H
+
+/*!
+ * \file watershed.h
+ *
+ *     Simple data structure to hold watershed data.
+ *     All data here is owned by the L_WShed and must be freed.
+ */
+
+/*! Simple data structure to hold watershed data. */
+struct L_WShed
+{
+    struct Pix    *pixs;      /*!< clone of input 8 bpp pixs                */
+    struct Pix    *pixm;      /*!< clone of input 1 bpp seed (marker) pixm  */
+    l_int32        mindepth;  /*!< minimum depth allowed for a watershed    */
+    struct Pix    *pixlab;    /*!< 16 bpp label pix                         */
+    struct Pix    *pixt;      /*!< scratch pix for computing wshed regions  */
+    void         **lines8;    /*!< line ptrs for pixs                       */
+    void         **linem1;    /*!< line ptrs for pixm                       */
+    void         **linelab32; /*!< line ptrs for pixlab                     */
+    void         **linet1;    /*!< line ptrs for pixt                       */
+    struct Pixa   *pixad;     /*!< result: 1 bpp pixa of watersheds         */
+    struct Pta    *ptas;      /*!< pta of initial seed pixels               */
+    struct Numa   *nasi;      /*!< numa of seed indicators; 0 if completed  */
+    struct Numa   *nash;      /*!< numa of initial seed heights             */
+    struct Numa   *namh;      /*!< numa of initial minima heights           */
+    struct Numa   *nalevels;  /*!< result: numa of watershed levels         */
+    l_int32        nseeds;    /*!< number of seeds (markers)                */
+    l_int32        nother;    /*!< number of minima different from seeds    */
+    l_int32       *lut;       /*!< lut for pixel indices                    */
+    struct Numa  **links;     /*!< back-links into lut, for updates         */
+    l_int32        arraysize; /*!< size of links array                      */
+    l_int32        debug;     /*!< set to 1 for debug output                */
+};
+typedef struct L_WShed L_WSHED;
+
+#endif  /* LEPTONICA_WATERSHED_H */
diff --git a/3rdparty/hgOCR/leptonica/webpanimio.c b/3rdparty/hgOCR/leptonica/webpanimio.c
new file mode 100644
index 00000000..e9f76961
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/webpanimio.c
@@ -0,0 +1,273 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file webpanimio.c
+ * 
+ *
+ *    Writing animated WebP
+ *          l_int32          pixaWriteWebPAnim()
+ *          l_int32          pixaWriteStreamWebPAnim()
+ *          l_int32          pixaWriteMemWebPAnim()
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* -----------------------------------------------*/
+#if  HAVE_LIBWEBP_ANIM   /* defined in environ.h  */
+/* -----------------------------------------------*/
+#include "webp/decode.h"
+#include "webp/encode.h"
+#include "webp/mux.h"
+#include "webp/demux.h"
+
+/*---------------------------------------------------------------------*
+ *                       Writing animated WebP                         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaWriteWebPAnim()
+ *
+ * \param[in]    filename
+ * \param[in]    pixa        with images of all depths; cmap OK
+ * \param[in]    loopcount   [0 for infinite]
+ * \param[in]    duration    in ms, for each image
+ * \param[in]    quality     0 - 100 for lossy; default ~80
+ * \param[in]    lossless    use 1 for lossless; 0 for lossy
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Special top-level function allowing specification of quality.
+ * 

+ */
+l_ok
+pixaWriteWebPAnim(const char  *filename,
+                  PIXA        *pixa,
+                  l_int32      loopcount,
+                  l_int32      duration,
+                  l_int32      quality,
+                  l_int32      lossless)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("pixaWriteWebPAnim");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "wb+")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = pixaWriteStreamWebPAnim(fp, pixa, loopcount, duration,
+                                  quality, lossless);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("pixs not compressed to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaWriteStreamWebPAnim()
+ *
+ * \param[in]    fp          file stream
+ * \param[in]    pixa        with images of all depths; cmap OK
+ * \param[in]    loopcount   [0 for infinite]
+ * \param[in]    duration    in ms, for each image
+ * \param[in]    quality     0 - 100 for lossy; default ~80
+ * \param[in]    lossless    use 1 for lossless; 0 for lossy
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteMemWebP() for details.
+ *      (2) Use 'free', and not leptonica's 'LEPT_FREE', for all heap data
+ *          that is returned from the WebP library.
+ * 

+ */
+l_ok
+pixaWriteStreamWebPAnim(FILE    *fp,
+                        PIXA    *pixa,
+                        l_int32  loopcount,
+                        l_int32  duration,
+                        l_int32  quality,
+                        l_int32  lossless)
+{
+l_uint8  *filedata;
+size_t    filebytes, nbytes;
+
+    PROCNAME("pixaWriteStreamWebpAnim");
+
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    filedata = NULL;
+    pixaWriteMemWebPAnim(&filedata, &filebytes, pixa, loopcount,
+                         duration, quality, lossless);
+    rewind(fp);
+    if (!filedata)
+        return ERROR_INT("filedata not made", procName, 1);
+    nbytes = fwrite(filedata, 1, filebytes, fp);
+    free(filedata);
+    if (nbytes != filebytes)
+        return ERROR_INT("Write error", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixaWriteMemWebPAnim()
+ *
+ * \param[out]   pencdata    webp encoded data of pixs
+ * \param[out]   pencsize    size of webp encoded data
+ * \param[in]    pixa        with images of any depth, cmapped OK
+ * \param[in]    loopcount   [0 for infinite]
+ * \param[in]    duration    in ms, for each image
+ * \param[in]    quality     0 - 100 for lossy; default ~80
+ * \param[in]    lossless    use 1 for lossless; 0 for lossy
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteMemWebP() for details of webp encoding of images.
+ * 

+ */
+l_ok
+pixaWriteMemWebPAnim(l_uint8  **pencdata,
+                     size_t    *pencsize,
+                     PIXA      *pixa,
+                     l_int32    loopcount,
+                     l_int32    duration,
+                     l_int32    quality,
+                     l_int32    lossless)
+{
+l_int32                 i, n, same, w, h, wpl, ret;
+l_uint8                *data;
+PIX                    *pix1, *pix2;
+WebPAnimEncoder        *enc;
+WebPAnimEncoderOptions  enc_options;
+WebPConfig              config;
+WebPData                webp_data;
+WebPMux                *mux = NULL;
+WebPMuxAnimParams       newparams;
+WebPPicture             frame;
+
+    PROCNAME("pixaWriteMemWebPAnim");
+
+    if (!pencdata)
+        return ERROR_INT("&encdata not defined", procName, 1);
+    *pencdata = NULL;
+    if (!pencsize)
+        return ERROR_INT("&encsize not defined", procName, 1);
+    *pencsize = 0;
+    if (!pixa)
+        return ERROR_INT("&pixa not defined", procName, 1);
+    if ((n = pixaGetCount(pixa)) == 0)
+        return ERROR_INT("no images in pixa", procName, 1);
+    if (loopcount < 0) loopcount = 0;
+    if (lossless == 0 && (quality < 0 || quality > 100))
+        return ERROR_INT("quality not in [0 ... 100]", procName, 1);
+
+    pixaVerifyDimensions(pixa, &same, &w, &h);
+    if (!same)
+        return ERROR_INT("sizes of all pix are not the same", procName, 1);
+
+        /* Set up the encoder */
+    WebPAnimEncoderOptionsInit(&enc_options);
+    enc = WebPAnimEncoderNew(w, h, &enc_options);
+
+    for (i = 0; i < n; i++) {
+            /* Make a frame for each image.  Convert the pix to RGBA with
+             * an opaque alpha layer, and put the raster data in the frame. */
+        pix1 = pixaGetPix(pixa, i, L_CLONE);
+        pix2 = pixConvertTo32(pix1);
+        pixSetComponentArbitrary(pix2, L_ALPHA_CHANNEL, 255);
+        pixEndianByteSwap(pix2);
+        data = (l_uint8 *)pixGetData(pix2);
+        wpl = pixGetWpl(pix2);
+        WebPPictureInit(&frame);
+        frame.width = w;
+        frame.height = h;
+        WebPPictureImportRGBA(&frame, data, 4 * wpl);
+        pixDestroy(&pix1);
+        pixDestroy(&pix2);
+
+            /* Add the frame data to the encoder, and clear its memory */
+        WebPConfigInit(&config);
+        config.lossless = lossless;
+        config.quality = quality;
+        WebPAnimEncoderAdd(enc, &frame, duration * i, &config);
+        WebPPictureFree(&frame);
+    }
+    WebPAnimEncoderAdd(enc, NULL, duration * i, NULL);  /* add a blank frame */
+    WebPAnimEncoderAssemble(enc, &webp_data);  /* encode the data */
+    WebPAnimEncoderDelete(enc);
+
+        /* Set the loopcount if requested.  Note that when you make a mux,
+         * it imports the webp_data that was previously made, including
+         * the webp encoded images.  Before you re-export that data using
+         * WebPMuxAssemble(), free the heap data in webp_data.  There is an
+         * example for setting the loop count in the webp distribution;
+         * see gif2webp.c.  */
+    if (loopcount > 0) {
+        mux = WebPMuxCreate(&webp_data, 1);
+        if (!mux) {
+            L_ERROR("could not re-mux to add loop count\n", procName);
+        } else {
+            ret = WebPMuxGetAnimationParams(mux, &newparams);
+            if (ret != WEBP_MUX_OK) {
+                L_ERROR("failed to get loop count\n", procName);
+            } else {
+                newparams.loop_count = loopcount;
+                ret = WebPMuxSetAnimationParams(mux, &newparams);
+                if (ret != WEBP_MUX_OK)
+                    L_ERROR("failed to set loop count\n", procName);
+            }
+            WebPDataClear(&webp_data);
+            WebPMuxAssemble(mux, &webp_data);
+            WebPMuxDelete(mux);
+        }
+    }
+
+    *pencdata = (l_uint8 *)webp_data.bytes;
+    *pencsize = webp_data.size;
+    L_INFO("data size = %zu\n", procName, webp_data.size);
+    return 0;
+}
+
+
+/* --------------------------------------------*/
+#endif  /* HAVE_LIBWEBP_ANIM */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/webpanimiostub.c b/3rdparty/hgOCR/leptonica/webpanimiostub.c
new file mode 100644
index 00000000..10fa133c
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/webpanimiostub.c
@@ -0,0 +1,71 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file webpanimiostub.c
+ * 
+ *
+ *     Stubs for webpanimio.c functions
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* -----------------------------------------------*/
+#if  !HAVE_LIBWEBP_ANIM   /* defined in environ.h */
+/* -----------------------------------------------*/
+
+l_ok pixaWriteWebPAnim(const char *filename, PIXA *pixa, l_int32 loopcount,
+                       l_int32 duration, l_int32 quality, l_int32 lossless)
+{
+    return ERROR_INT("function not present", "pixaWriteWebPAnim", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixaWriteStreamWebPAnim(FILE *fp, PIXA *pixa, l_int32 loopcount,
+                             l_int32 duration, l_int32 quality,
+                             l_int32 lossless)
+{
+    return ERROR_INT("function not present", "pixaWriteStreamWebPAnim", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixaWriteMemWebPAnim(l_uint8 **pencdata, size_t *pencsize, PIXA *pixa,
+                          l_int32 loopcount, l_int32 duration,
+                          l_int32 quality, l_int32 lossless)
+{
+    return ERROR_INT("function not present", "pixaWriteMemWebPAnim", 1);
+}
+
+/* --------------------------------------------*/
+#endif  /* !HAVE_LIBWEBP_ANIM */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/webpio.c b/3rdparty/hgOCR/leptonica/webpio.c
new file mode 100644
index 00000000..8d00bed4
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/webpio.c
@@ -0,0 +1,417 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file webpio.c
+ * 
+ *
+ *    Reading WebP
+ *          PIX             *pixReadStreamWebP()
+ *          PIX             *pixReadMemWebP()
+ *
+ *    Reading WebP header
+ *          l_int32          readHeaderWebP()
+ *          l_int32          readHeaderMemWebP()
+ *
+ *    Writing WebP
+ *          l_int32          pixWriteWebP()  [ special top level ]
+ *          l_int32          pixWriteStreamWebP()
+ *          l_int32          pixWriteMemWebP()
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  HAVE_LIBWEBP   /* defined in environ.h */
+/* --------------------------------------------*/
+#include "webp/decode.h"
+#include "webp/encode.h"
+
+/*---------------------------------------------------------------------*
+ *                             Reading WebP                            *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixReadStreamWebP()
+ *
+ * \param[in]    fp    file stream corresponding to WebP image
+ * \return  pix 32 bpp, or NULL on error
+ */
+PIX *
+pixReadStreamWebP(FILE  *fp)
+{
+l_uint8  *filedata;
+size_t    filesize;
+PIX      *pix;
+
+    PROCNAME("pixReadStreamWebP");
+
+    if (!fp)
+        return (PIX *)ERROR_PTR("fp not defined", procName, NULL);
+
+        /* Read data from file and decode into Y,U,V arrays */
+    rewind(fp);
+    if ((filedata = l_binaryReadStream(fp, &filesize)) == NULL)
+        return (PIX *)ERROR_PTR("filedata not read", procName, NULL);
+
+    pix = pixReadMemWebP(filedata, filesize);
+    LEPT_FREE(filedata);
+    return pix;
+}
+
+
+/*!
+ * \brief   pixReadMemWebP()
+ *
+ * \param[in]  filedata    webp compressed data in memory
+ * \param[in]  filesize    number of bytes in data
+ * \return  pix 32 bpp, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) When the encoded data only has 3 channels (no alpha),
+ *          WebPDecodeRGBAInto() generates a raster of 32-bit pixels, with
+ *          the alpha channel set to opaque (255).
+ *      (2) We don't need to use the gnu runtime functions like fmemopen()
+ *          for redirecting data from a stream to memory, because
+ *          the webp library has been written with memory-to-memory
+ *          functions at the lowest level (which is good!).  And, in
+ *          any event, fmemopen() doesn't work with l_binaryReadStream().
+ * 

+ */
+PIX *
+pixReadMemWebP(const l_uint8  *filedata,
+               size_t          filesize)
+{
+l_uint8   *out = NULL;
+l_int32    w, h, has_alpha, wpl, stride;
+l_uint32  *data;
+size_t     size;
+PIX       *pix;
+WebPBitstreamFeatures  features;
+
+    PROCNAME("pixReadMemWebP");
+
+    if (!filedata)
+        return (PIX *)ERROR_PTR("filedata not defined", procName, NULL);
+
+    if (WebPGetFeatures(filedata, filesize, &features))
+        return (PIX *)ERROR_PTR("Invalid WebP file", procName, NULL);
+    w = features.width;
+    h = features.height;
+    has_alpha = features.has_alpha;
+
+        /* Write from compressed Y,U,V arrays to pix raster data */
+    pix = pixCreate(w, h, 32);
+    pixSetInputFormat(pix, IFF_WEBP);
+    if (has_alpha) pixSetSpp(pix, 4);
+    data = pixGetData(pix);
+    wpl = pixGetWpl(pix);
+    stride = wpl * 4;
+    size = (size_t)stride * h;
+    out = WebPDecodeRGBAInto(filedata, filesize, (uint8_t *)data, size,
+                             stride);
+    if (out == NULL) {  /* error: out should also point to data */
+        pixDestroy(&pix);
+        return (PIX *)ERROR_PTR("WebP decode failed", procName, NULL);
+    }
+
+        /* The WebP API expects data in RGBA order.  The pix stores
+         * in host-dependent order with R as the MSB and A as the LSB.
+         * On little-endian machines, the bytes in the word must
+         * be swapped; e.g., R goes from byte 0 (LSB) to byte 3 (MSB).
+         * No swapping is necessary for big-endians. */
+    pixEndianByteSwap(pix);
+    return pix;
+}
+
+
+/*!
+ * \brief   readHeaderWebP()
+ *
+ * \param[in]   filename
+ * \param[out]  pw        width
+ * \param[out]  ph        height
+ * \param[out]  pspp      spp (3 or 4)
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+readHeaderWebP(const char *filename,
+               l_int32    *pw,
+               l_int32    *ph,
+               l_int32    *pspp)
+{
+l_uint8  data[100];  /* expect size info within the first 50 bytes or so */
+l_int32  nbytes, bytesread;
+size_t   filesize;
+FILE    *fp;
+
+    PROCNAME("readHeaderWebP");
+
+    if (!pw || !ph || !pspp)
+        return ERROR_INT("input ptr(s) not defined", procName, 1);
+    *pw = *ph = *pspp = 0;
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+        /* Read no more than 100 bytes from the file */
+    if ((filesize = nbytesInFile(filename)) == 0)
+        return ERROR_INT("no file size found", procName, 1);
+    if (filesize < 100)
+        L_WARNING("very small webp file\n", procName);
+    nbytes = L_MIN(filesize, 100);
+    if ((fp = fopenReadStream(filename)) == NULL)
+        return ERROR_INT("image file not found", procName, 1);
+    bytesread = fread(data, 1, nbytes, fp);
+    fclose(fp);
+    if (bytesread != nbytes)
+        return ERROR_INT("failed to read requested data", procName, 1);
+
+    return readHeaderMemWebP(data, nbytes, pw, ph, pspp);
+}
+
+
+/*!
+ * \brief   readHeaderMemWebP()
+ *
+ * \param[in]    data
+ * \param[in]    size    100 bytes is sufficient
+ * \param[out]   pw      width
+ * \param[out]   ph      height
+ * \param[out]   pspp    spp (3 or 4)
+ * \return  0 if OK, 1 on error
+ */
+l_ok
+readHeaderMemWebP(const l_uint8  *data,
+                  size_t          size,
+                  l_int32        *pw,
+                  l_int32        *ph,
+                  l_int32        *pspp)
+{
+WebPBitstreamFeatures  features;
+
+    PROCNAME("readHeaderWebP");
+
+    if (pw) *pw = 0;
+    if (ph) *ph = 0;
+    if (pspp) *pspp = 0;
+    if (!data)
+        return ERROR_INT("data not defined", procName, 1);
+    if (!pw || !ph || !pspp)
+        return ERROR_INT("input ptr(s) not defined", procName, 1);
+
+    if (WebPGetFeatures(data, (l_int32)size, &features))
+        return ERROR_INT("invalid WebP file", procName, 1);
+    *pw = features.width;
+    *ph = features.height;
+    *pspp = (features.has_alpha) ? 4 : 3;
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Writing WebP                             *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixWriteWebP()
+ *
+ * \param[in]   filename
+ * \param[in]   pixs
+ * \param[in]   quality    0 - 100; default ~80
+ * \param[in]   lossless   use 1 for lossless; 0 for lossy
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Special top-level function allowing specification of quality.
+ * 

+ */
+l_ok
+pixWriteWebP(const char  *filename,
+             PIX         *pixs,
+             l_int32      quality,
+             l_int32      lossless)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("pixWriteWebP");
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(filename, "wb+")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+    ret = pixWriteStreamWebP(fp, pixs, quality, lossless);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("pixs not compressed to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteStreampWebP()
+ *
+ * \param[in]   fp file stream
+ * \param[in]   pixs      all depths
+ * \param[in]   quality   0 - 100; default ~80
+ * \param[in]   lossless  use 1 for lossless; 0 for lossy
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See pixWriteMemWebP() for details.
+ *      (2) Use 'free', and not leptonica's 'LEPT_FREE', for all heap data
+ *          that is returned from the WebP library.
+ * 

+ */
+l_ok
+pixWriteStreamWebP(FILE    *fp,
+                   PIX     *pixs,
+                   l_int32  quality,
+                   l_int32  lossless)
+{
+l_uint8  *filedata;
+size_t    filebytes, nbytes;
+
+    PROCNAME("pixWriteStreamWebP");
+
+    if (!fp)
+        return ERROR_INT("stream not open", procName, 1);
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+
+    pixSetPadBits(pixs, 0);
+    pixWriteMemWebP(&filedata, &filebytes, pixs, quality, lossless);
+    rewind(fp);
+    nbytes = fwrite(filedata, 1, filebytes, fp);
+    free(filedata);
+    if (nbytes != filebytes)
+        return ERROR_INT("Write error", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteMemWebP()
+ *
+ * \param[out]   pencdata   webp encoded data of pixs
+ * \param[out]   pencsize   size of webp encoded data
+ * \param[in]    pixs       any depth, cmapped OK
+ * \param[in]    quality    0 - 100; default ~80
+ * \param[in]    lossless   use 1 for lossless; 0 for lossy
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Lossless and lossy encoding are entirely different in webp.
+ *          %quality applies to lossy, and is ignored for lossless.
+ *      (2) The input image is converted to RGB if necessary.  If spp == 3,
+ *          we set the alpha channel to fully opaque (255), and
+ *          WebPEncodeRGBA() then removes the alpha chunk when encoding,
+ *          setting the internal header field has_alpha to 0.
+ * 

+ */
+l_ok
+pixWriteMemWebP(l_uint8  **pencdata,
+                size_t    *pencsize,
+                PIX       *pixs,
+                l_int32    quality,
+                l_int32    lossless)
+{
+l_int32    w, h, d, wpl, stride;
+l_uint32  *data;
+PIX       *pix1, *pix2;
+
+    PROCNAME("pixWriteMemWebP");
+
+    if (!pencdata)
+        return ERROR_INT("&encdata not defined", procName, 1);
+    *pencdata = NULL;
+    if (!pencsize)
+        return ERROR_INT("&encsize not defined", procName, 1);
+    *pencsize = 0;
+    if (!pixs)
+        return ERROR_INT("&pixs not defined", procName, 1);
+    if (lossless == 0 && (quality < 0 || quality > 100))
+        return ERROR_INT("quality not in [0 ... 100]", procName, 1);
+
+    if ((pix1 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR)) == NULL)
+        return ERROR_INT("failure to remove color map", procName, 1);
+
+        /* Convert to rgb if not 32 bpp; pix2 must not be a clone of pixs. */
+    if (pixGetDepth(pix1) != 32)
+        pix2 = pixConvertTo32(pix1);
+    else
+        pix2 = pixCopy(NULL, pix1);
+    pixDestroy(&pix1);
+    pixGetDimensions(pix2, &w, &h, &d);
+    if (w <= 0 || h <= 0 || d != 32) {
+        pixDestroy(&pix2);
+        return ERROR_INT("pix2 not 32 bpp or of 0 size", procName, 1);
+    }
+
+        /* If spp == 3, need to set alpha layer to opaque (all 1s). */
+    if (pixGetSpp(pix2) == 3)
+        pixSetComponentArbitrary(pix2, L_ALPHA_CHANNEL, 255);
+
+        /* The WebP API expects data in RGBA order.  The pix stores
+         * in host-dependent order with R as the MSB and A as the LSB.
+         * On little-endian machines, the bytes in the word must
+         * be swapped; e.g., R goes from byte 0 (LSB) to byte 3 (MSB).
+         * No swapping is necessary for big-endians. */
+    pixEndianByteSwap(pix2);
+    wpl = pixGetWpl(pix2);
+    data = pixGetData(pix2);
+    stride = wpl * 4;
+    if (lossless) {
+        *pencsize = WebPEncodeLosslessRGBA((uint8_t *)data, w, h,
+                                           stride, pencdata);
+    } else {
+        *pencsize = WebPEncodeRGBA((uint8_t *)data, w, h, stride,
+                                   quality, pencdata);
+    }
+    pixDestroy(&pix2);
+
+    if (*pencsize == 0) {
+        free(*pencdata);
+        *pencdata = NULL;
+        return ERROR_INT("webp encoding failed", procName, 1);
+    }
+
+    return 0;
+}
+
+/* --------------------------------------------*/
+#endif  /* HAVE_LIBWEBP */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/webpiostub.c b/3rdparty/hgOCR/leptonica/webpiostub.c
new file mode 100644
index 00000000..1730f2f0
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/webpiostub.c
@@ -0,0 +1,99 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file webpiostub.c
+ * 
+ *
+ *     Stubs for webpio.c functions
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !HAVE_LIBWEBP   /* defined in environ.h */
+/* --------------------------------------------*/
+
+PIX * pixReadStreamWebP(FILE *fp)
+{
+    return (PIX * )ERROR_PTR("function not present", "pixReadStreamWebP", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+PIX * pixReadMemWebP(const l_uint8 *filedata, size_t filesize)
+{
+    return (PIX * )ERROR_PTR("function not present", "pixReadMemWebP", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderWebP(const char *filename, l_int32 *pw, l_int32 *ph,
+                       l_int32 *pspp)
+{
+    return ERROR_INT("function not present", "readHeaderWebP", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok readHeaderMemWebP(const l_uint8 *data, size_t size,
+                          l_int32 *pw, l_int32 *ph, l_int32 *pspp)
+{
+    return ERROR_INT("function not present", "readHeaderMemWebP", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteWebP(const char *filename, PIX *pixs, l_int32 quality,
+                     l_int32 lossless)
+{
+    return ERROR_INT("function not present", "pixWriteWebP", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteStreamWebP(FILE *fp, PIX *pixs, l_int32 quality,
+                           l_int32 lossless)
+{
+    return ERROR_INT("function not present", "pixWriteStreamWebP", 1);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_ok pixWriteMemWebP(l_uint8 **pencdata, size_t *pencsize, PIX *pixs,
+                        l_int32 quality, l_int32 lossless)
+{
+    return ERROR_INT("function not present", "pixWriteMemWebP", 1);
+}
+
+/* --------------------------------------------*/
+#endif  /* !HAVE_LIBWEBP */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/writefile.c b/3rdparty/hgOCR/leptonica/writefile.c
new file mode 100644
index 00000000..a1a01ada
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/writefile.c
@@ -0,0 +1,1409 @@
+/*====================================================================*
+ -  Copyright (C) 2001-2016 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*
+ * writefile.c
+ *
+ *     Set jpeg quality for pixWrite() and pixWriteMem()
+ *        l_int32     l_jpegSetQuality()
+ *
+ *     Set global variable LeptDebugOK for writing to named temp files
+ *        l_int32     setLeptDebugOK()
+ *
+ *     High-level procedures for writing images to file:
+ *        l_int32     pixaWriteFiles()
+ *        l_int32     pixWriteDebug()
+ *        l_int32     pixWrite()
+ *        l_int32     pixWriteAutoFormat()
+ *        l_int32     pixWriteStream()
+ *        l_int32     pixWriteImpliedFormat()
+ *
+ *     Selection of output format if default is requested
+ *        l_int32     pixChooseOutputFormat()
+ *        l_int32     getImpliedFileFormat()
+ *        l_int32     pixGetAutoFormat()
+ *        const char *getFormatExtension()
+ *
+ *     Write to memory
+ *        l_int32     pixWriteMem()
+ *
+ *     Image display for debugging
+ *        l_int32     l_fileDisplay()
+ *        l_int32     pixDisplay()
+ *        l_int32     pixDisplayWithTitle()
+ *        l_int32     pixSaveTiled()
+ *        l_int32     pixSaveTiledOutline()
+ *        l_int32     pixSaveTiledWithText()
+ *        void        l_chooseDisplayProg()
+ *
+ *     Deprecated pix output for debugging (still used in tesseract 3.05)
+ *        l_int32     pixDisplayWrite()
+ *
+ *  Supported file formats:
+ *  (1) Writing is supported without any external libraries:
+ *          bmp
+ *          pnm   (including pbm, pgm, etc)
+ *          spix  (raw serialized)
+ *  (2) Writing is supported with installation of external libraries:
+ *          png
+ *          jpg   (standard jfif version)
+ *          tiff  (including most varieties of compression)
+ *          gif
+ *          webp
+ *          jp2 (jpeg2000)
+ *  (3) Writing is supported through special interfaces:
+ *          ps (PostScript, in psio1.c, psio2.c):
+ *              level 1 (uncompressed)
+ *              level 2 (g4 and dct encoding: requires tiff, jpg)
+ *              level 3 (g4, dct and flate encoding: requires tiff, jpg, zlib)
+ *          pdf (PDF, in pdfio.c):
+ *              level 1 (g4 and dct encoding: requires tiff, jpg)
+ *              level 2 (g4, dct and flate encoding: requires tiff, jpg, zlib)
+ */
+
+#include 
+#include "allheaders.h"
+
+    /* Display program (xv, xli, xzgv, open) to be invoked by pixDisplay()  */
+#ifdef _WIN32
+static l_int32  var_DISPLAY_PROG = L_DISPLAY_WITH_IV;  /* default */
+#elif  defined(__APPLE__)
+static l_int32  var_DISPLAY_PROG = L_DISPLAY_WITH_OPEN;  /* default */
+#else
+static l_int32  var_DISPLAY_PROG = L_DISPLAY_WITH_XZGV;  /* default */
+#endif  /* _WIN32 */
+
+//static const l_int32  Bufsize = 512;
+#define Bufsize 512
+static const l_int32  MaxDisplayWidth = 1000;
+static const l_int32  MaxDisplayHeight = 800;
+static const l_int32  MaxSizeForPng = 200;
+
+    /* PostScript output for printing */
+static const l_float32  DefaultScaling = 1.0;
+
+    /* Global array of image file format extension names.                */
+    /* This is in 1-1 corrspondence with format enum in imageio.h.       */
+    /* The empty string at the end represents the serialized format,     */
+    /* which has no recognizable extension name, but the array must      */
+    /* be padded to agree with the format enum.                          */
+    /* (Note on 'const': The size of the array can't be defined 'const'  */
+    /* because that makes it static.  The 'const' in the definition of   */
+    /* the array refers to the strings in the array; the ptr to the      */
+    /* array is not const and can be used 'extern' in other files.)      */
+LEPT_DLL l_int32  NumImageFileFormatExtensions = 20;  /* array size */
+LEPT_DLL const char *ImageFileFormatExtensions[] =
+         {"unknown",
+          "bmp",
+          "jpg",
+          "png",
+          "tif",
+          "tif",
+          "tif",
+          "tif",
+          "tif",
+          "tif",
+          "tif",
+          "pnm",
+          "ps",
+          "gif",
+          "jp2",
+          "webp",
+          "pdf",
+          "tif",
+          "default",
+          ""};
+
+    /* Local map of image file name extension to output format */
+struct ExtensionMap
+{
+    char     extension[8];
+    l_int32  format;
+};
+static const struct ExtensionMap extension_map[] =
+                            { { ".bmp",  IFF_BMP       },
+                              { ".jpg",  IFF_JFIF_JPEG },
+                              { ".jpeg", IFF_JFIF_JPEG },
+                              { ".png",  IFF_PNG       },
+                              { ".tif",  IFF_TIFF      },
+                              { ".tiff", IFF_TIFF      },
+                              { ".pnm",  IFF_PNM       },
+                              { ".gif",  IFF_GIF       },
+                              { ".jp2",  IFF_JP2       },
+                              { ".ps",   IFF_PS        },
+                              { ".pdf",  IFF_LPDF      },
+                              { ".webp", IFF_WEBP      } };
+
+
+/*---------------------------------------------------------------------*
+ *           Set jpeg quality for pixWrite() and pixWriteMem()         *
+ *---------------------------------------------------------------------*/
+    /* Parameter that controls jpeg quality for high-level calls. */
+static l_int32  var_JPEG_QUALITY = 75;   /* default */
+
+/*!
+ * \brief   l_jpegSetQuality()
+ *
+ * \param[in]    new_quality    1 - 100; 75 is default; 0 defaults to 75
+ * \return       prev           previous quality
+ *
+ * 
+ * Notes:
+ *      (1) This variable is used in pixWriteStream() and pixWriteMem(),
+ *          to control the jpeg quality.  The default is 75.
+ *      (2) It returns the previous quality, so for example:
+ *           l_int32  prev = l_jpegSetQuality(85);  //sets to 85
+ *           pixWriteStream(...);
+ *           l_jpegSetQuality(prev);   // resets to previous value
+ *      (3) On error, logs a message and does not change the variable.
+ */
+l_int32
+l_jpegSetQuality(l_int32  new_quality)
+{
+l_int32  prevq, newq;
+
+    PROCNAME("l_jpeqSetQuality");
+
+    prevq = var_JPEG_QUALITY;
+    newq = (new_quality == 0) ? 75 : new_quality;
+    if (newq < 1 || newq > 100)
+        L_ERROR("invalid jpeg quality; unchanged\n", procName);
+    else
+        var_JPEG_QUALITY = newq;
+    return prevq;
+}
+
+
+/*----------------------------------------------------------------------*
+ *    Set global variable LeptDebugOK for writing to named temp files   *
+ *----------------------------------------------------------------------*/
+l_int32 LeptDebugOK = 0;  /* default value */
+/*!
+ * \brief   setLeptDebugOK()
+ *
+ * \param[in]    allow     TRUE (1) or FALSE (0)
+ * \return       void
+ *
+ * 
+ * Notes:
+ *      (1) This sets or clears the global variable LeptDebugOK, to
+ *          control writing files in a temp directory with names that
+ *          are compiled in.
+ *      (2) The default in the library distribution is 0.  Call with
+ *          %allow = 1 for development and debugging.
+ */
+void
+setLeptDebugOK(l_int32  allow)
+{
+    if (allow != 0) allow = 1;
+    LeptDebugOK = allow;
+}
+
+
+/*---------------------------------------------------------------------*
+ *           Top-level procedures for writing images to file           *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixaWriteFiles()
+ *
+ * \param[in]    rootname
+ * \param[in]    pixa
+ * \param[in]    format  defined in imageio.h; see notes for default
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Use %format = IFF_DEFAULT to decide the output format
+ *          individually for each pix.
+ * 

+ */
+l_ok
+pixaWriteFiles(const char  *rootname,
+               PIXA        *pixa,
+               l_int32      format)
+{
+char     bigbuf[Bufsize];
+l_int32  i, n, pixformat;
+PIX     *pix;
+
+    PROCNAME("pixaWriteFiles");
+
+    if (!rootname)
+        return ERROR_INT("rootname not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+    if (format < 0 || format == IFF_UNKNOWN ||
+        format >= NumImageFileFormatExtensions)
+        return ERROR_INT("invalid format", procName, 1);
+
+    n = pixaGetCount(pixa);
+    for (i = 0; i < n; i++) {
+        pix = pixaGetPix(pixa, i, L_CLONE);
+        if (format == IFF_DEFAULT)
+            pixformat = pixChooseOutputFormat(pix);
+        else
+            pixformat = format;
+        snprintf(bigbuf, Bufsize, "%s%03d.%s", rootname, i,
+                 ImageFileFormatExtensions[pixformat]);
+        pixWrite(bigbuf, pix, pixformat);
+        pixDestroy(&pix);
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteDebug()
+ *
+ * \param[in]    fname
+ * \param[in]    pix
+ * \param[in]    format  defined in imageio.h
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Debug version, intended for use in the library when writing
+ *          to files in a temp directory with names that are compiled in.
+ *          This is used instead of pixWrite() for all such library calls.
+ *      (2) The global variable LeptDebugOK defaults to 0, and can be set
+ *          or cleared by the function setLeptDebugOK().
+ * 

+ */
+l_ok
+pixWriteDebug(const char  *fname,
+              PIX         *pix,
+              l_int32      format)
+{
+    PROCNAME("pixWriteDebug");
+
+    if (LeptDebugOK) {
+        return pixWrite(fname, pix, format);
+    } else {
+        L_INFO("write to named temp file %s is disabled\n", procName, fname);
+        return 0;
+    }
+}
+
+
+/*!
+ * \brief   pixWrite()
+ *
+ * \param[in]    fname
+ * \param[in]    pix
+ * \param[in]    format  defined in imageio.h
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) Open for write using binary mode (with the "b" flag)
+ *          to avoid having Windows automatically translate the NL
+ *          into CRLF, which corrupts image files.  On non-windows
+ *          systems this flag should be ignored, per ISO C90.
+ *          Thanks to Dave Bryan for pointing this out.
+ *      (2) If the default image format IFF_DEFAULT is requested:
+ *          use the input format if known; otherwise, use a lossless format.
+ *      (3) The default jpeg quality is 75.  For some other value,
+ *          Use l_jpegSetQuality().
+ * 

+ */
+l_ok
+pixWrite(const char  *fname,
+         PIX         *pix,
+         l_int32      format)
+{
+l_int32  ret;
+FILE    *fp;
+
+    PROCNAME("pixWrite");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!fname)
+        return ERROR_INT("fname not defined", procName, 1);
+
+    if ((fp = fopenWriteStream(fname, "wb+")) == NULL)
+        return ERROR_INT("stream not opened", procName, 1);
+
+    ret = pixWriteStream(fp, pix, format);
+    fclose(fp);
+    if (ret)
+        return ERROR_INT("pix not written to stream", procName, 1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteAutoFormat()
+ *
+ * \param[in]    filename
+ * \param[in]    pix
+ * \return  0 if OK; 1 on error
+ */
+l_ok
+pixWriteAutoFormat(const char  *filename,
+                   PIX         *pix)
+{
+l_int32  format;
+
+    PROCNAME("pixWriteAutoFormat");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+
+    if (pixGetAutoFormat(pix, &format))
+        return ERROR_INT("auto format not returned", procName, 1);
+    return pixWrite(filename, pix, format);
+}
+
+
+/*!
+ * \brief   pixWriteStream()
+ *
+ * \param[in]    fp file stream
+ * \param[in]    pix
+ * \param[in]    format
+ * \return  0 if OK; 1 on error.
+ */
+l_ok
+pixWriteStream(FILE    *fp,
+               PIX     *pix,
+               l_int32  format)
+{
+    PROCNAME("pixWriteStream");
+
+    if (!fp)
+        return ERROR_INT("stream not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+    if (format == IFF_DEFAULT)
+        format = pixChooseOutputFormat(pix);
+
+    switch(format)
+    {
+    case IFF_BMP:
+        pixWriteStreamBmp(fp, pix);
+        break;
+
+    case IFF_JFIF_JPEG:   /* default quality; baseline sequential */
+        return pixWriteStreamJpeg(fp, pix, var_JPEG_QUALITY, 0);
+        break;
+
+    case IFF_PNG:   /* no gamma value stored */
+        return pixWriteStreamPng(fp, pix, 0.0);
+        break;
+
+    case IFF_TIFF:           /* uncompressed */
+    case IFF_TIFF_PACKBITS:  /* compressed, binary only */
+    case IFF_TIFF_RLE:       /* compressed, binary only */
+    case IFF_TIFF_G3:        /* compressed, binary only */
+    case IFF_TIFF_G4:        /* compressed, binary only */
+    case IFF_TIFF_LZW:       /* compressed, all depths */
+    case IFF_TIFF_ZIP:       /* compressed, all depths */
+    case IFF_TIFF_JPEG:      /* compressed, 8 bpp gray and 32 bpp rgb */
+        return pixWriteStreamTiff(fp, pix, format);
+        break;
+
+    case IFF_PNM:
+        return pixWriteStreamPnm(fp, pix);
+        break;
+
+    case IFF_PS:
+        return pixWriteStreamPS(fp, pix, NULL, 0, DefaultScaling);
+        break;
+
+    case IFF_GIF:
+        return pixWriteStreamGif(fp, pix);
+        break;
+
+    case IFF_JP2:
+        return pixWriteStreamJp2k(fp, pix, 34, 4, 0, 0);
+        break;
+
+    case IFF_WEBP:
+        return pixWriteStreamWebP(fp, pix, 80, 0);
+        break;
+
+    case IFF_LPDF:
+        return pixWriteStreamPdf(fp, pix, 0, NULL);
+        break;
+
+    case IFF_SPIX:
+        return pixWriteStreamSpix(fp, pix);
+        break;
+
+    default:
+        return ERROR_INT("unknown format", procName, 1);
+        break;
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   pixWriteImpliedFormat()
+ *
+ * \param[in]    filename
+ * \param[in]    pix
+ * \param[in]    quality iff JPEG; 1 - 100, 0 for default
+ * \param[in]    progressive iff JPEG; 0 for baseline seq., 1 for progressive
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This determines the output format from the filename extension.
+ *      (2) The last two args are ignored except for requests for jpeg files.
+ *      (3) The jpeg default quality is 75.
+ * 

+ */
+l_ok
+pixWriteImpliedFormat(const char  *filename,
+                      PIX         *pix,
+                      l_int32      quality,
+                      l_int32      progressive)
+{
+l_int32  format;
+
+    PROCNAME("pixWriteImpliedFormat");
+
+    if (!filename)
+        return ERROR_INT("filename not defined", procName, 1);
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 1);
+
+        /* Determine output format */
+    format = getImpliedFileFormat(filename);
+    if (format == IFF_UNKNOWN) {
+        format = IFF_PNG;
+    } else if (format == IFF_TIFF) {
+        if (pixGetDepth(pix) == 1)
+            format = IFF_TIFF_G4;
+        else
+#ifdef _WIN32
+            format = IFF_TIFF_LZW;  /* poor compression */
+#else
+            format = IFF_TIFF_ZIP;  /* native windows tools can't handle this */
+#endif  /* _WIN32 */
+    }
+
+    if (format == IFF_JFIF_JPEG) {
+        quality = L_MIN(quality, 100);
+        quality = L_MAX(quality, 0);
+        if (progressive != 0 && progressive != 1) {
+            progressive = 0;
+            L_WARNING("invalid progressive; setting to baseline\n", procName);
+        }
+        if (quality == 0)
+            quality = 75;
+        pixWriteJpeg (filename, pix, quality, progressive);
+    } else {
+        pixWrite(filename, pix, format);
+    }
+
+    return 0;
+}
+
+
+/*---------------------------------------------------------------------*
+ *          Selection of output format if default is requested         *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixChooseOutputFormat()
+ *
+ * \param[in]    pix
+ * \return  output format, or 0 on error
+ *
+ * 
+ * Notes:
+ *      (1) This should only be called if the requested format is IFF_DEFAULT.
+ *      (2) If the pix wasn't read from a file, its input format value
+ *          will be IFF_UNKNOWN, and in that case it is written out
+ *          in a compressed but lossless format.
+ * 

+ */
+l_int32
+pixChooseOutputFormat(PIX  *pix)
+{
+l_int32  d, format;
+
+    PROCNAME("pixChooseOutputFormat");
+
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+
+    d = pixGetDepth(pix);
+    format = pixGetInputFormat(pix);
+    if (format == IFF_UNKNOWN) {  /* output lossless */
+        if (d == 1)
+            format = IFF_TIFF_G4;
+        else
+            format = IFF_PNG;
+    }
+
+    return format;
+}
+
+
+/*!
+ * \brief   getImpliedFileFormat()
+ *
+ * \param[in]    filename
+ * \return  output format, or IFF_UNKNOWN on error or invalid extension.
+ *
+ * 
+ * Notes:
+ *      (1) This determines the output file format from the extension
+ *          of the input filename.
+ * 

+ */
+l_int32
+getImpliedFileFormat(const char  *filename)
+{
+char    *extension;
+int      i, numext;
+l_int32  format = IFF_UNKNOWN;
+
+    if (splitPathAtExtension (filename, NULL, &extension))
+        return IFF_UNKNOWN;
+
+    numext = sizeof(extension_map) / sizeof(extension_map[0]);
+    for (i = 0; i < numext; i++) {
+        if (!strcmp(extension, extension_map[i].extension)) {
+            format = extension_map[i].format;
+            break;
+        }
+    }
+
+    LEPT_FREE(extension);
+    return format;
+}
+
+
+/*!
+ * \brief   pixGetAutoFormat()
+ *
+ * \param[in]    pix
+ * \param[in]    &format
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) The output formats are restricted to tiff, jpeg and png
+ *          because these are the most commonly used image formats and
+ *          the ones that are typically installed with leptonica.
+ *      (2) This decides what compression to use based on the pix.
+ *          It chooses tiff-g4 if 1 bpp without a colormap, jpeg with
+ *          quality 75 if grayscale, rgb or rgba (where it loses
+ *          the alpha layer), and lossless png for all other situations.
+ * 

+ */
+l_ok
+pixGetAutoFormat(PIX      *pix,
+                 l_int32  *pformat)
+{
+l_int32   d;
+PIXCMAP  *cmap;
+
+    PROCNAME("pixGetAutoFormat");
+
+    if (!pformat)
+        return ERROR_INT("&format not defined", procName, 0);
+    *pformat = IFF_UNKNOWN;
+    if (!pix)
+        return ERROR_INT("pix not defined", procName, 0);
+
+    d = pixGetDepth(pix);
+    cmap = pixGetColormap(pix);
+    if (d == 1 && !cmap) {
+        *pformat = IFF_TIFF_G4;
+    } else if ((d == 8 && !cmap) || d == 24 || d == 32) {
+        *pformat = IFF_JFIF_JPEG;
+    } else {
+        *pformat = IFF_PNG;
+    }
+
+    return 0;
+}
+
+
+/*!
+ * \brief   getFormatExtension()
+ *
+ * \param[in]    format integer
+ * \return  extension string, or NULL if format is out of range
+ *
+ * 
+ * Notes:
+ *      (1) This string is NOT owned by the caller; it is just a pointer
+ *          to a global string.  Do not free it.
+ * 

+ */
+const char *
+getFormatExtension(l_int32  format)
+{
+    PROCNAME("getFormatExtension");
+
+    if (format < 0 || format >= NumImageFileFormatExtensions)
+        return (const char *)ERROR_PTR("invalid format", procName, NULL);
+
+    return ImageFileFormatExtensions[format];
+}
+
+
+/*---------------------------------------------------------------------*
+ *                            Write to memory                          *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixWriteMem()
+ *
+ * \param[out]   pdata data of tiff compressed image
+ * \param[out]   psize size of returned data
+ * \param[in]    pix
+ * \param[in]    format  defined in imageio.h
+ * \return  0 if OK, 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) On windows, this will only write tiff and PostScript to memory.
+ *          For other formats, it requires open_memstream(3).
+ *      (2) PostScript output is uncompressed, in hex ascii.
+ *          Most printers support level 2 compression (tiff_g4 for 1 bpp,
+ *          jpeg for 8 and 32 bpp).
+ *      (3) The default jpeg quality is 75.  For some other value,
+ *          Use l_jpegSetQuality().
+ * 

+ */
+l_ok
+pixWriteMem(l_uint8  **pdata,
+            size_t    *psize,
+            PIX       *pix,
+            l_int32    format)
+{
+l_int32  ret;
+
+    PROCNAME("pixWriteMem");
+
+    if (!pdata)
+        return ERROR_INT("&data not defined", procName, 1 );
+    if (!psize)
+        return ERROR_INT("&size not defined", procName, 1 );
+    if (!pix)
+        return ERROR_INT("&pix not defined", procName, 1 );
+
+    if (format == IFF_DEFAULT)
+        format = pixChooseOutputFormat(pix);
+
+    switch(format)
+    {
+    case IFF_BMP:
+        ret = pixWriteMemBmp(pdata, psize, pix);
+        break;
+
+    case IFF_JFIF_JPEG:   /* default quality; baseline sequential */
+        ret = pixWriteMemJpeg(pdata, psize, pix, var_JPEG_QUALITY, 0);
+        break;
+
+    case IFF_PNG:   /* no gamma value stored */
+        ret = pixWriteMemPng(pdata, psize, pix, 0.0);
+        break;
+
+    case IFF_TIFF:           /* uncompressed */
+    case IFF_TIFF_PACKBITS:  /* compressed, binary only */
+    case IFF_TIFF_RLE:       /* compressed, binary only */
+    case IFF_TIFF_G3:        /* compressed, binary only */
+    case IFF_TIFF_G4:        /* compressed, binary only */
+    case IFF_TIFF_LZW:       /* compressed, all depths */
+    case IFF_TIFF_ZIP:       /* compressed, all depths */
+        ret = pixWriteMemTiff(pdata, psize, pix, format);
+        break;
+
+    case IFF_PNM:
+        ret = pixWriteMemPnm(pdata, psize, pix);
+        break;
+
+    case IFF_PS:
+        ret = pixWriteMemPS(pdata, psize, pix, NULL, 0, DefaultScaling);
+        break;
+
+    case IFF_GIF:
+        ret = pixWriteMemGif(pdata, psize, pix);
+        break;
+
+    case IFF_JP2:
+        ret = pixWriteMemJp2k(pdata, psize, pix, 34, 0, 0, 0);
+        break;
+
+    case IFF_WEBP:
+        ret = pixWriteMemWebP(pdata, psize, pix, 80, 0);
+        break;
+
+    case IFF_LPDF:
+        ret = pixWriteMemPdf(pdata, psize, pix, 0, NULL);
+        break;
+
+    case IFF_SPIX:
+        ret = pixWriteMemSpix(pdata, psize, pix);
+        break;
+
+    default:
+        return ERROR_INT("unknown format", procName, 1);
+        break;
+    }
+
+    return ret;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                      Image display for debugging                    *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   l_fileDisplay()
+ *
+ * \param[in]    fname
+ * \param[in]    x, y  location of display frame on the screen
+ * \param[in]    scale  scale factor (use 0 to skip display)
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is a convenient wrapper for displaying image files.
+ *      (2) It does nothing unless LeptDebugOK == TRUE.
+ *      (2) Set %scale = 0 to disable display.
+ *      (3) This downscales 1 bpp to gray.
+ * 

+ */
+l_ok
+l_fileDisplay(const char  *fname,
+              l_int32      x,
+              l_int32      y,
+              l_float32    scale)
+{
+PIX  *pixs, *pixd;
+
+    PROCNAME("l_fileDisplay");
+
+    if (!LeptDebugOK) {
+        L_INFO("displaying files is disabled; "
+               "use setLeptDebugOK(1) to enable\n", procName);
+        return 0;
+    }
+    if (scale == 0.0)
+        return 0;
+    if (scale < 0.0)
+        return ERROR_INT("invalid scale factor", procName, 1);
+    if ((pixs = pixRead(fname)) == NULL)
+        return ERROR_INT("pixs not read", procName, 1);
+
+    if (scale == 1.0) {
+        pixd = pixClone(pixs);
+    } else {
+        if (scale < 1.0 && pixGetDepth(pixs) == 1)
+            pixd = pixScaleToGray(pixs, scale);
+        else
+            pixd = pixScale(pixs, scale, scale);
+    }
+    pixDisplay(pixd, x, y);
+    pixDestroy(&pixs);
+    pixDestroy(&pixd);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixDisplay()
+ *
+ * \param[in]    pix 1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    x, y  location of display frame on the screen
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) This is debugging code that displays an image on the screen.
+ *          It uses a static internal variable to number the output files
+ *          written by a single process.  Behavior with a shared library
+ *          may be unpredictable.
+ *      (2) It does nothing unless LeptDebugOK == TRUE.
+ *      (3) It uses these programs to display the image:
+ *             On Unix: xzgv, xli or xv
+ *             On Windows: i_view
+ *          The display program must be on your $PATH variable.  It is
+ *          chosen by setting the global var_DISPLAY_PROG, using
+ *          l_chooseDisplayProg().  Default on Unix is xzgv.
+ *      (4) Images with dimensions larger than MaxDisplayWidth or
+ *          MaxDisplayHeight are downscaled to fit those constraints.
+ *          This is particularly important for displaying 1 bpp images
+ *          with xv, because xv automatically downscales large images
+ *          by subsampling, which looks poor.  For 1 bpp, we use
+ *          scale-to-gray to get decent-looking anti-aliased images.
+ *          In all cases, we write a temporary file to /tmp/lept/disp,
+ *          that is read by the display program.
+ *      (5) The temporary file is written as png if, after initial
+ *          processing for special cases, any of these obtain:
+ *            * pix dimensions are smaller than some thresholds
+ *            * pix depth is less than 8 bpp
+ *            * pix is colormapped
+ *      (6) For spp == 4, we call pixDisplayLayersRGBA() to show 3
+ *          versions of the image: the image with a fully opaque
+ *          alpha, the alpha, and the image as it would appear with
+ *          a white background.
+ * 

+ */
+l_ok
+pixDisplay(PIX     *pixs,
+           l_int32  x,
+           l_int32  y)
+{
+    return pixDisplayWithTitle(pixs, x, y, NULL, 1);
+}
+
+
+/*!
+ * \brief   pixDisplayWithTitle()
+ *
+ * \param[in]    pix 1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    x, y  location of display frame
+ * \param[in]    title [optional] on frame; can be NULL;
+ * \param[in]    dispflag 1 to write, else disabled
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (1) See notes for pixDisplay().
+ *      (2) This displays the image if dispflag == 1; otherwise it punts.
+ * 

+ */
+l_ok
+pixDisplayWithTitle(PIX         *pixs,
+                    l_int32      x,
+                    l_int32      y,
+                    const char  *title,
+                    l_int32      dispflag)
+{
+char           *tempname;
+char            buffer[Bufsize];
+static l_int32  index = 0;  /* caution: not .so or thread safe */
+l_int32         w, h, d, spp, maxheight, opaque, threeviews;
+l_float32       ratw, rath, ratmin;
+PIX            *pix0, *pix1, *pix2;
+PIXCMAP        *cmap;
+#ifndef _WIN32
+l_int32         wt, ht;
+#else
+char           *pathname;
+char            fullpath[_MAX_PATH];
+#endif  /* _WIN32 */
+
+    PROCNAME("pixDisplayWithTitle");
+
+    if (!LeptDebugOK) {
+        L_INFO("displaying images is disabled;\n      "
+               "use setLeptDebugOK(1) to enable\n", procName);
+        return 0;
+    }
+
+#ifdef OS_IOS /* iOS 11 does not support system() */
+    return ERROR_INT("iOS 11 does not support system()", procName, 1);
+#endif /* OS_IOS */
+
+    if (dispflag != 1) return 0;
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (var_DISPLAY_PROG != L_DISPLAY_WITH_XZGV &&
+        var_DISPLAY_PROG != L_DISPLAY_WITH_XLI &&
+        var_DISPLAY_PROG != L_DISPLAY_WITH_XV &&
+        var_DISPLAY_PROG != L_DISPLAY_WITH_IV &&
+        var_DISPLAY_PROG != L_DISPLAY_WITH_OPEN) {
+        return ERROR_INT("no program chosen for display", procName, 1);
+    }
+
+        /* Display with three views if either spp = 4 or if colormapped
+         * and the alpha component is not fully opaque */
+    opaque = TRUE;
+    if ((cmap = pixGetColormap(pixs)) != NULL)
+        pixcmapIsOpaque(cmap, &opaque);
+    spp = pixGetSpp(pixs);
+    threeviews = (spp == 4 || !opaque) ? TRUE : FALSE;
+
+        /* If colormapped and not opaque, remove the colormap to RGBA */
+    if (!opaque)
+        pix0 = pixRemoveColormap(pixs, REMOVE_CMAP_WITH_ALPHA);
+    else
+        pix0 = pixClone(pixs);
+
+        /* Scale if necessary; this will also remove a colormap */
+    pixGetDimensions(pix0, &w, &h, &d);
+    maxheight = (threeviews) ? MaxDisplayHeight / 3 : MaxDisplayHeight;
+    if (w <= MaxDisplayWidth && h <= maxheight) {
+        if (d == 16)  /* take MSB */
+            pix1 = pixConvert16To8(pix0, L_MS_BYTE);
+        else
+            pix1 = pixClone(pix0);
+    } else {
+        ratw = (l_float32)MaxDisplayWidth / (l_float32)w;
+        rath = (l_float32)maxheight / (l_float32)h;
+        ratmin = L_MIN(ratw, rath);
+        if (ratmin < 0.125 && d == 1)
+            pix1 = pixScaleToGray8(pix0);
+        else if (ratmin < 0.25 && d == 1)
+            pix1 = pixScaleToGray4(pix0);
+        else if (ratmin < 0.33 && d == 1)
+            pix1 = pixScaleToGray3(pix0);
+        else if (ratmin < 0.5 && d == 1)
+            pix1 = pixScaleToGray2(pix0);
+        else
+            pix1 = pixScale(pix0, ratmin, ratmin);
+    }
+    pixDestroy(&pix0);
+    if (!pix1)
+        return ERROR_INT("pix1 not made", procName, 1);
+
+        /* Generate the three views if required */
+    if (threeviews)
+        pix2 = pixDisplayLayersRGBA(pix1, 0xffffff00, 0);
+    else
+        pix2 = pixClone(pix1);
+
+    if (index == 0) {  /* erase any existing images */
+        lept_rmdir("lept/disp");
+        lept_mkdir("lept/disp");
+    }
+
+    index++;
+    if (pixGetDepth(pix2) < 8 || pixGetColormap(pix2) ||
+        (w < MaxSizeForPng && h < MaxSizeForPng)) {
+        snprintf(buffer, Bufsize, "/tmp/lept/disp/write.%03d.png", index);
+        pixWrite(buffer, pix2, IFF_PNG);
+    } else {
+        snprintf(buffer, Bufsize, "/tmp/lept/disp/write.%03d.jpg", index);
+        pixWrite(buffer, pix2, IFF_JFIF_JPEG);
+    }
+    tempname = genPathname(buffer, NULL);
+
+#ifndef _WIN32
+
+        /* Unix */
+    if (var_DISPLAY_PROG == L_DISPLAY_WITH_XZGV) {
+            /* no way to display title */
+        pixGetDimensions(pix2, &wt, &ht, NULL);
+        snprintf(buffer, Bufsize,
+                 "xzgv --geometry %dx%d+%d+%d %s &", wt + 10, ht + 10,
+                 x, y, tempname);
+    } else if (var_DISPLAY_PROG == L_DISPLAY_WITH_XLI) {
+        if (title) {
+            snprintf(buffer, Bufsize,
+               "xli -dispgamma 1.0 -quiet -geometry +%d+%d -title \"%s\" %s &",
+               x, y, title, tempname);
+        } else {
+            snprintf(buffer, Bufsize,
+               "xli -dispgamma 1.0 -quiet -geometry +%d+%d %s &",
+               x, y, tempname);
+        }
+    } else if (var_DISPLAY_PROG == L_DISPLAY_WITH_XV) {
+        if (title) {
+            snprintf(buffer, Bufsize,
+                     "xv -quit -geometry +%d+%d -name \"%s\" %s &",
+                     x, y, title, tempname);
+        } else {
+            snprintf(buffer, Bufsize,
+                     "xv -quit -geometry +%d+%d %s &", x, y, tempname);
+        }
+    } else if (var_DISPLAY_PROG == L_DISPLAY_WITH_OPEN) {
+        snprintf(buffer, Bufsize, "open %s &", tempname);
+    }
+    callSystemDebug(buffer);
+
+#else  /* _WIN32 */
+
+        /* Windows: L_DISPLAY_WITH_IV */
+    pathname = genPathname(tempname, NULL);
+    _fullpath(fullpath, pathname, sizeof(fullpath));
+    if (title) {
+        snprintf(buffer, Bufsize,
+                 "i_view32.exe \"%s\" /pos=(%d,%d) /title=\"%s\"",
+                 fullpath, x, y, title);
+    } else {
+        snprintf(buffer, Bufsize, "i_view32.exe \"%s\" /pos=(%d,%d)",
+                 fullpath, x, y);
+    }
+    callSystemDebug(buffer);
+    LEPT_FREE(pathname);
+
+#endif  /* _WIN32 */
+
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    LEPT_FREE(tempname);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSaveTiled()
+ *
+ * \param[in]    pixs 1, 2, 4, 8, 32 bpp
+ * \param[in]    pixa the pix are accumulated here
+ * \param[in]    scalefactor 0.0 to disable; otherwise this is a scale factor
+ * \param[in]    newrow 0 if placed on the same row as previous; 1 otherwise
+ * \param[in]    space horizontal and vertical spacing, in pixels
+ * \param[in]    dp depth of pixa; 8 or 32 bpp; only used on first call
+ * \return  0 if OK, 1 on error.
+ */
+l_ok
+pixSaveTiled(PIX       *pixs,
+             PIXA      *pixa,
+             l_float32  scalefactor,
+             l_int32    newrow,
+             l_int32    space,
+             l_int32    dp)
+{
+        /* Save without an outline */
+    return pixSaveTiledOutline(pixs, pixa, scalefactor, newrow, space, 0, dp);
+}
+
+
+/*!
+ * \brief   pixSaveTiledOutline()
+ *
+ * \param[in]    pixs 1, 2, 4, 8, 32 bpp
+ * \param[in]    pixa the pix are accumulated here
+ * \param[in]    scalefactor 0.0 to disable; otherwise this is a scale factor
+ * \param[in]    newrow 0 if placed on the same row as previous; 1 otherwise
+ * \param[in]    space horizontal and vertical spacing, in pixels
+ * \param[in]    linewidth width of added outline for image; 0 for no outline
+ * \param[in]    dp depth of pixa; 8 or 32 bpp; only used on first call
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) Before calling this function for the first time, use
+ *          pixaCreate() to make the %pixa that will accumulate the pix.
+ *          This is passed in each time pixSaveTiled() is called.
+ *      (2) %scalefactor scales the input image.  After scaling and
+ *          possible depth conversion, the image is saved in the input
+ *          pixa, along with a box that specifies the location to
+ *          place it when tiled later.  Disable saving the pix by
+ *          setting %scalefactor == 0.0.
+ *      (3) %newrow and %space specify the location of the new pix
+ *          with respect to the last one(s) that were entered.
+ *      (4) %dp specifies the depth at which all pix are saved.  It can
+ *          be only 8 or 32 bpp.  Any colormap is removed.  This is only
+ *          used at the first invocation.
+ *      (5) This function uses two variables from call to call.
+ *          If they were static, the function would not be .so or thread
+ *          safe, and furthermore, there would be interference with two or
+ *          more pixa accumulating images at a time.  Consequently,
+ *          we use the first pix in the pixa to store and obtain both
+ *          the depth and the current position of the bottom (one pixel
+ *          below the lowest image raster line when laid out using
+ *          the boxa).  The bottom variable is stored in the input format
+ *          field, which is the only field available for storing an int.
+ * 

+ */
+l_ok
+pixSaveTiledOutline(PIX       *pixs,
+                    PIXA      *pixa,
+                    l_float32  scalefactor,
+                    l_int32    newrow,
+                    l_int32    space,
+                    l_int32    linewidth,
+                    l_int32    dp)
+{
+l_int32  n, top, left, bx, by, bw, w, h, depth, bottom;
+BOX     *box;
+PIX     *pix1, *pix2, *pix3, *pix4;
+
+    PROCNAME("pixSaveTiledOutline");
+
+    if (scalefactor == 0.0) return 0;
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    n = pixaGetCount(pixa);
+    if (n == 0) {
+        bottom = 0;
+        if (dp != 8 && dp != 32) {
+            L_WARNING("dp not 8 or 32 bpp; using 32\n", procName);
+            depth = 32;
+        } else {
+            depth = dp;
+        }
+    } else {  /* extract the depth and bottom params from the first pix */
+        pix1 = pixaGetPix(pixa, 0, L_CLONE);
+        depth = pixGetDepth(pix1);
+        bottom = pixGetInputFormat(pix1);  /* not typical usage! */
+        pixDestroy(&pix1);
+    }
+
+        /* Remove colormap if it exists; otherwise a copy.  This
+         * guarantees that pix4 is not a clone of pixs. */
+    pix1 = pixRemoveColormapGeneral(pixs, REMOVE_CMAP_BASED_ON_SRC, L_COPY);
+
+        /* Scale and convert to output depth */
+    if (scalefactor == 1.0) {
+        pix2 = pixClone(pix1);
+    } else if (scalefactor > 1.0) {
+        pix2 = pixScale(pix1, scalefactor, scalefactor);
+    } else {  /* scalefactor < 1.0) */
+        if (pixGetDepth(pix1) == 1)
+            pix2 = pixScaleToGray(pix1, scalefactor);
+        else
+            pix2 = pixScale(pix1, scalefactor, scalefactor);
+    }
+    pixDestroy(&pix1);
+    if (depth == 8)
+        pix3 = pixConvertTo8(pix2, 0);
+    else
+        pix3 = pixConvertTo32(pix2);
+    pixDestroy(&pix2);
+
+        /* Add black outline */
+    if (linewidth > 0)
+        pix4 = pixAddBorder(pix3, linewidth, 0);
+    else
+        pix4 = pixClone(pix3);
+    pixDestroy(&pix3);
+
+        /* Find position of current pix (UL corner plus size) */
+    if (n == 0) {
+        top = 0;
+        left = 0;
+    } else if (newrow == 1) {
+        top = bottom + space;
+        left = 0;
+    } else {  /* n > 0 */
+        pixaGetBoxGeometry(pixa, n - 1, &bx, &by, &bw, NULL);
+        top = by;
+        left = bx + bw + space;
+    }
+
+    pixGetDimensions(pix4, &w, &h, NULL);
+    bottom = L_MAX(bottom, top + h);
+    box = boxCreate(left, top, w, h);
+    pixaAddPix(pixa, pix4, L_INSERT);
+    pixaAddBox(pixa, box, L_INSERT);
+
+        /* Save the new bottom value */
+    pix1 = pixaGetPix(pixa, 0, L_CLONE);
+    pixSetInputFormat(pix1, bottom);  /* not typical usage! */
+    pixDestroy(&pix1);
+    return 0;
+}
+
+
+/*!
+ * \brief   pixSaveTiledWithText()
+ *
+ * \param[in]    pixs 1, 2, 4, 8, 32 bpp
+ * \param[in]    pixa the pix are accumulated here; as 32 bpp
+ * \param[in]    outwidth in pixels; use 0 to disable entirely
+ * \param[in]    newrow 1 to start a new row; 0 to go on same row as previous
+ * \param[in]    space horizontal and vertical spacing, in pixels
+ * \param[in]    linewidth width of added outline for image; 0 for no outline
+ * \param[in]    bmf [optional] font struct
+ * \param[in]    textstr [optional] text string to be added
+ * \param[in]    val color to set the text
+ * \param[in]    location L_ADD_ABOVE, L_ADD_AT_TOP, L_ADD_AT_BOT, L_ADD_BELOW
+ * \return  0 if OK, 1 on error.
+ *
+ * 
+ * Notes:
+ *      (1) Before calling this function for the first time, use
+ *          pixaCreate() to make the %pixa that will accumulate the pix.
+ *          This is passed in each time pixSaveTiled() is called.
+ *      (2) %outwidth is the scaled width.  After scaling, the image is
+ *          saved in the input pixa, along with a box that specifies
+ *          the location to place it when tiled later.  Disable saving
+ *          the pix by setting %outwidth == 0.
+ *      (3) %newrow and %space specify the location of the new pix
+ *          with respect to the last one(s) that were entered.
+ *      (4) All pix are saved as 32 bpp RGB.
+ *      (5) If both %bmf and %textstr are defined, this generates a pix
+ *          with the additional text; otherwise, no text is written.
+ *      (6) The text is written before scaling, so it is properly
+ *          antialiased in the scaled pix.  However, if the pix on
+ *          different calls have different widths, the size of the
+ *          text will vary.
+ *      (7) See pixSaveTiledOutline() for other implementation details.
+ * 

+ */
+l_ok
+pixSaveTiledWithText(PIX         *pixs,
+                     PIXA        *pixa,
+                     l_int32      outwidth,
+                     l_int32      newrow,
+                     l_int32      space,
+                     l_int32      linewidth,
+                     L_BMF       *bmf,
+                     const char  *textstr,
+                     l_uint32     val,
+                     l_int32      location)
+{
+PIX  *pix1, *pix2, *pix3, *pix4;
+
+    PROCNAME("pixSaveTiledWithText");
+
+    if (outwidth == 0) return 0;
+
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (!pixa)
+        return ERROR_INT("pixa not defined", procName, 1);
+
+    pix1 = pixConvertTo32(pixs);
+    if (linewidth > 0)
+        pix2 = pixAddBorder(pix1, linewidth, 0);
+    else
+        pix2 = pixClone(pix1);
+    if (bmf && textstr)
+        pix3 = pixAddSingleTextblock(pix2, bmf, textstr, val, location, NULL);
+    else
+        pix3 = pixClone(pix2);
+    pix4 = pixScaleToSize(pix3, outwidth, 0);
+    pixSaveTiled(pix4, pixa, 1.0, newrow, space, 32);
+    pixDestroy(&pix1);
+    pixDestroy(&pix2);
+    pixDestroy(&pix3);
+    pixDestroy(&pix4);
+    return 0;
+}
+
+
+void
+l_chooseDisplayProg(l_int32  selection)
+{
+    if (selection == L_DISPLAY_WITH_XLI ||
+        selection == L_DISPLAY_WITH_XZGV ||
+        selection == L_DISPLAY_WITH_XV ||
+        selection == L_DISPLAY_WITH_IV ||
+        selection == L_DISPLAY_WITH_OPEN) {
+        var_DISPLAY_PROG = selection;
+    } else {
+        L_ERROR("invalid display program\n", "l_chooseDisplayProg");
+    }
+    return;
+}
+
+
+/*---------------------------------------------------------------------*
+ *                Deprecated pix output for debugging                  *
+ *---------------------------------------------------------------------*/
+/*!
+ * \brief   pixDisplayWrite()
+ *
+ * \param[in]    pix 1, 2, 4, 8, 16, 32 bpp
+ * \param[in]    reduction -1 to reset/erase; 0 to disable;
+ *                         otherwise this is a reduction factor
+ * \return  0 if OK; 1 on error
+ *
+ * 
+ * Notes:
+ *      (0) Deprecated.
+ *      (1) This is a simple interface for writing a set of files.
+ *      (2) This uses jpeg output for pix that are 32 bpp or 8 bpp
+ *          without a colormap; otherwise, it uses png.
+ *      (3) To erase any previously written files in the output directory:
+ *             pixDisplayWrite(NULL, -1);
+ *      (4) If reduction > 1 and depth == 1, this does a scale-to-gray
+ *          reduction.
+ *      (5) This function uses a static internal variable to number
+ *          output files written by a single process.  Behavior
+ *          with a shared library may be unpredictable.
+ *      (6) For 16 bpp, this displays the full dynamic range with log scale.
+ *          Alternative image transforms to generate 8 bpp pix are:
+ *             pix8 = pixMaxDynamicRange(pixt, L_LINEAR_SCALE);
+ *             pix8 = pixConvert16To8(pixt, L_LS_BYTE);  // low order byte
+ *             pix8 = pixConvert16To8(pixt, L_MS_BYTE);  // high order byte
+ * 

+ */
+l_ok
+pixDisplayWrite(PIX     *pixs,
+                l_int32  reduction)
+{
+char            buf[Bufsize];
+char           *fname;
+l_float32       scale;
+PIX            *pix1, *pix2;
+static l_int32  index = 0;  /* caution: not .so or thread safe */
+
+    PROCNAME("pixDisplayWrite");
+
+    fprintf(stderr, "\n######################################################"
+                    "\n                     Notice:\n"
+                    "  pixDisplayWrite() has been deprecated in leptonica \n"
+                    "  since version 1.74. It will become a non-functioning\n"
+                    "  stub in 1.80.\n"
+                    "######################################################"
+                    "\n\n\n");
+
+    if (reduction == 0) return 0;
+    if (reduction < 0) {  /* initialize */
+        lept_rmdir("lept/display");
+        index = 0;
+        return 0;
+    }
+    if (!pixs)
+        return ERROR_INT("pixs not defined", procName, 1);
+    if (index == 0)
+        lept_mkdir("lept/display");
+    index++;
+
+    if (reduction == 1) {
+        pix1 = pixClone(pixs);
+    } else {
+        scale = 1. / (l_float32)reduction;
+        if (pixGetDepth(pixs) == 1)
+            pix1 = pixScaleToGray(pixs, scale);
+        else
+            pix1 = pixScale(pixs, scale, scale);
+    }
+
+    if (pixGetDepth(pix1) == 16) {
+        pix2 = pixMaxDynamicRange(pix1, L_LOG_SCALE);
+        snprintf(buf, Bufsize, "file.%03d.png", index);
+        fname = pathJoin("/tmp/lept/display", buf);
+        pixWrite(fname, pix2, IFF_PNG);
+        pixDestroy(&pix2);
+    } else if (pixGetDepth(pix1) < 8 || pixGetColormap(pix1)) {
+        snprintf(buf, Bufsize, "file.%03d.png", index);
+        fname = pathJoin("/tmp/lept/display", buf);
+        pixWrite(fname, pix1, IFF_PNG);
+    } else {
+        snprintf(buf, Bufsize, "file.%03d.jpg", index);
+        fname = pathJoin("/tmp/lept/display", buf);
+        pixWrite(fname, pix1, IFF_JFIF_JPEG);
+    }
+    LEPT_FREE(fname);
+    pixDestroy(&pix1);
+    return 0;
+}
diff --git a/3rdparty/hgOCR/leptonica/zlibmem.c b/3rdparty/hgOCR/leptonica/zlibmem.c
new file mode 100644
index 00000000..806d064a
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/zlibmem.c
@@ -0,0 +1,282 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+
+/*!
+ * \file  zlibmem.c
+ * 
+ *
+ *      zlib operations in memory, using bbuffer
+ *          l_uint8   *zlibCompress()
+ *          l_uint8   *zlibUncompress()
+ *
+ *
+ *    This provides an example use of the byte buffer utility
+ *    (see bbuffer.c for details of how the bbuffer works internally).
+ *    We use zlib to compress and decompress a byte array from
+ *    one memory buffer to another.  The standard method uses streams,
+ *    but here we use the bbuffer as an expandable queue of pixels
+ *    for both the reading and writing sides of each operation.
+ *
+ *    With memory mapping, one should be able to compress between
+ *    memory buffers by using the file system to buffer everything in
+ *    the background, but the bbuffer implementation is more portable.
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  1   /* defined in environ.h */
+/* --------------------------------------------*/
+
+#include "zlib.h"
+
+static const l_int32  L_BUF_SIZE = 32768;
+static const l_int32  ZLIB_COMPRESSION_LEVEL = 6;
+
+#ifndef  NO_CONSOLE_IO
+#define  DEBUG     0
+#endif  /* ~NO_CONSOLE_IO */
+
+
+/*!
+ * \brief   zlibCompress()
+ *
+ * \param[in]    datain    byte buffer with input data
+ * \param[in]    nin       number of bytes of input data
+ * \param[out]   pnout     number of bytes of output data
+ * \return  dataout compressed data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) We repeatedly read in and fill up an input buffer,
+ *          compress the data, and read it back out.  zlib
+ *          uses two byte buffers internally in the z_stream
+ *          data structure.  We use the bbuffers to feed data
+ *          into the fixed bufferin, and feed it out of bufferout,
+ *          in the same way that a pair of streams would normally
+ *          be used if the data were being read from one file
+ *          and written to another.  This is done iteratively,
+ *          compressing L_BUF_SIZE bytes of input data at a time.
+ * 

+ */
+l_uint8 *
+zlibCompress(l_uint8  *datain,
+             size_t    nin,
+             size_t   *pnout)
+{
+l_uint8    *dataout;
+l_int32     status, success;
+l_int32     flush;
+size_t      nbytes;
+l_uint8    *bufferin, *bufferout;
+L_BBUFFER  *bbin, *bbout;
+z_stream    z;
+
+    PROCNAME("zlibCompress");
+
+    if (!datain)
+        return (l_uint8 *)ERROR_PTR("datain not defined", procName, NULL);
+
+        /* Set up fixed size buffers used in z_stream */
+    bufferin = (l_uint8 *)LEPT_CALLOC(L_BUF_SIZE, sizeof(l_uint8));
+    bufferout = (l_uint8 *)LEPT_CALLOC(L_BUF_SIZE, sizeof(l_uint8));
+
+        /* Set up bbuffers and load bbin with the data */
+    bbin = bbufferCreate(datain, nin);
+    bbout = bbufferCreate(NULL, 0);
+
+    success = TRUE;
+    if (!bufferin || !bufferout || !bbin || !bbout) {
+        L_ERROR("calloc fail for buffer\n", procName);
+        success = FALSE;
+        goto cleanup_arrays;
+    }
+
+    z.zalloc = (alloc_func)0;
+    z.zfree = (free_func)0;
+    z.opaque = (voidpf)0;
+
+    z.next_in = bufferin;
+    z.avail_in = 0;
+    z.next_out = bufferout;
+    z.avail_out = L_BUF_SIZE;
+
+    status = deflateInit(&z, ZLIB_COMPRESSION_LEVEL);
+    if (status != Z_OK) {
+        L_ERROR("deflateInit failed\n", procName);
+        success = FALSE;
+        goto cleanup_arrays;
+    }
+
+    do {
+        if (z.avail_in == 0) {
+            z.next_in = bufferin;
+            bbufferWrite(bbin, bufferin, L_BUF_SIZE, &nbytes);
+#if DEBUG
+            fprintf(stderr, " wrote %zu bytes to bufferin\n", nbytes);
+#endif  /* DEBUG */
+            z.avail_in = nbytes;
+        }
+        flush = (bbin->n) ? Z_SYNC_FLUSH : Z_FINISH;
+        status = deflate(&z, flush);
+#if DEBUG
+        fprintf(stderr, " status is %d, bytesleft = %u, totalout = %zu\n",
+                  status, z.avail_out, z.total_out);
+#endif  /* DEBUG */
+        nbytes = L_BUF_SIZE - z.avail_out;
+        if (nbytes) {
+            bbufferRead(bbout, bufferout, nbytes);
+#if DEBUG
+            fprintf(stderr, " read %zu bytes from bufferout\n", nbytes);
+#endif  /* DEBUG */
+        }
+        z.next_out = bufferout;
+        z.avail_out = L_BUF_SIZE;
+    } while (flush != Z_FINISH);
+
+    deflateEnd(&z);
+
+cleanup_arrays:
+    if (success) {
+        dataout = bbufferDestroyAndSaveData(&bbout, pnout);
+    } else {
+        dataout = NULL;
+        bbufferDestroy(&bbout);
+    }
+    bbufferDestroy(&bbin);
+    LEPT_FREE(bufferin);
+    LEPT_FREE(bufferout);
+    return dataout;
+}
+
+
+/*!
+ * \brief   zlibUncompress()
+ *
+ * \param[in]    datain    byte buffer with compressed input data
+ * \param[in]    nin       number of bytes of input data
+ * \param[out]   pnout     number of bytes of output data
+ * \return  dataout uncompressed data, or NULL on error
+ *
+ * 
+ * Notes:
+ *      (1) See zlibCompress().
+ * 

+ */
+l_uint8 *
+zlibUncompress(l_uint8  *datain,
+               size_t    nin,
+               size_t   *pnout)
+{
+l_uint8    *dataout;
+l_uint8    *bufferin, *bufferout;
+l_int32     status, success;
+size_t      nbytes;
+L_BBUFFER  *bbin, *bbout;
+z_stream    z;
+
+    PROCNAME("zlibUncompress");
+
+    if (!datain)
+        return (l_uint8 *)ERROR_PTR("datain not defined", procName, NULL);
+
+        /* Set up fixed size buffers used in z_stream */
+    bufferin = (l_uint8 *)LEPT_CALLOC(L_BUF_SIZE, sizeof(l_uint8));
+    bufferout = (l_uint8 *)LEPT_CALLOC(L_BUF_SIZE, sizeof(l_uint8));
+
+        /* Set up bbuffers and load bbin with the data */
+    bbin = bbufferCreate(datain, nin);
+    bbout = bbufferCreate(NULL, 0);
+
+    success = TRUE;
+    if (!bufferin || !bufferout || !bbin || !bbout) {
+        L_ERROR("calloc fail for buffer\n", procName);
+        success = FALSE;
+        goto cleanup_arrays;
+    }
+
+    z.zalloc = (alloc_func)0;
+    z.zfree = (free_func)0;
+
+    z.next_in = bufferin;
+    z.avail_in = 0;
+    z.next_out = bufferout;
+    z.avail_out = L_BUF_SIZE;
+
+    inflateInit(&z);
+
+
+    for ( ; ; ) {
+        if (z.avail_in == 0) {
+            z.next_in = bufferin;
+            bbufferWrite(bbin, bufferin, L_BUF_SIZE, &nbytes);
+#if DEBUG
+            fprintf(stderr, " wrote %d bytes to bufferin\n", nbytes);
+#endif  /* DEBUG */
+            z.avail_in = nbytes;
+        }
+        if (z.avail_in == 0)
+            break;
+        status = inflate(&z, Z_SYNC_FLUSH);
+#if DEBUG
+        fprintf(stderr, " status is %d, bytesleft = %d, totalout = %d\n",
+                status, z.avail_out, z.total_out);
+#endif  /* DEBUG */
+        nbytes = L_BUF_SIZE - z.avail_out;
+        if (nbytes) {
+            bbufferRead(bbout, bufferout, nbytes);
+#if DEBUG
+            fprintf(stderr, " read %d bytes from bufferout\n", nbytes);
+#endif  /* DEBUG */
+        }
+        z.next_out = bufferout;
+        z.avail_out = L_BUF_SIZE;
+    }
+
+    inflateEnd(&z);
+
+cleanup_arrays:
+    if (success) {
+        dataout = bbufferDestroyAndSaveData(&bbout, pnout);
+    } else {
+        dataout = NULL;
+        bbufferDestroy(&bbout);
+    }
+    bbufferDestroy(&bbin);
+    LEPT_FREE(bufferin);
+    LEPT_FREE(bufferout);
+    return dataout;
+}
+
+/* --------------------------------------------*/
+#endif  /* HAVE_LIBZ */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/leptonica/zlibmemstub.c b/3rdparty/hgOCR/leptonica/zlibmemstub.c
new file mode 100644
index 00000000..eb03fedc
--- /dev/null
+++ b/3rdparty/hgOCR/leptonica/zlibmemstub.c
@@ -0,0 +1,59 @@
+/*====================================================================*
+ -  Copyright (C) 2001 Leptonica.  All rights reserved.
+ -
+ -  Redistribution and use in source and binary forms, with or without
+ -  modification, are permitted provided that the following conditions
+ -  are met:
+ -  1. Redistributions of source code must retain the above copyright
+ -     notice, this list of conditions and the following disclaimer.
+ -  2. Redistributions in binary form must reproduce the above
+ -     copyright notice, this list of conditions and the following
+ -     disclaimer in the documentation and/or other materials
+ -     provided with the distribution.
+ -
+ -  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ -  ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ -  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ -  A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL ANY
+ -  CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ -  EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ -  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ -  PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ -  OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ -  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ -  SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *====================================================================*/
+
+/*!
+ * \file zlibmemstub.c
+ * 
+ *
+ *     Stubs for zlibmem.c functions
+ * 

+ */
+
+#ifdef HAVE_CONFIG_H
+#include "config_auto.h"
+#endif  /* HAVE_CONFIG_H */
+
+#include "allheaders.h"
+
+/* --------------------------------------------*/
+#if  !HAVE_LIBZ   /* defined in environ.h */
+/* --------------------------------------------*/
+
+l_uint8 * zlibCompress(l_uint8 *datain, size_t nin, size_t *pnout)
+{
+    return (l_uint8 *)ERROR_PTR("function not present", "zlibCompress", NULL);
+}
+
+/* ----------------------------------------------------------------------*/
+
+l_uint8 * zlibUncompress(l_uint8 *datain, size_t nin, size_t *pnout)
+{
+    return (l_uint8 *)ERROR_PTR("function not present", "zlibUncompress", NULL);
+}
+
+/* --------------------------------------------*/
+#endif  /* !HAVE_LIBZ */
+/* --------------------------------------------*/
diff --git a/3rdparty/hgOCR/x86/staticlib/debug/HG_OCR.lib b/3rdparty/hgOCR/x86/staticlib/debug/HG_OCR.lib
new file mode 100644
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diff --git a/3rdparty/hgOCR/x86/staticlib/debug/zlib.lib b/3rdparty/hgOCR/x86/staticlib/debug/zlib.lib
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diff --git a/3rdparty/hgOCR/x86/staticlib/release/zlib.lib b/3rdparty/hgOCR/x86/staticlib/release/zlib.lib
new file mode 100644
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z<=4dBS@2Dc&v6sE;X}LTmUPjfn^TSFaS^+uE*&(39CBW9YLcR
zaf
zyUwSNo%MgVjq~tRwpv5nGEKAh#uQ<-^;-JL7tLI(%iOJ$$R!s-Sc01bhqUC
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zd4~wD*uj1dI6Za>^uBNW?(1f$6ihF7-T7g0}!?00J!ARA;AuT
zIs!RQ^r^`{lI+uveOj_lNA~H-J_FfjB>PNcpPB5lkbPFN&qnr9pn4Uc`+)ZmtaiP?
zW(%n&2Z((LYfI_dA0cz3wXqy=YX%kC0_q9c4HW_>7i=^BBh3|1A7J?P|3j5dllG5(
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zdWjoin();
 	}
-	autoroate.reset();
 }
 
 void GScanO1003399::open(int vid, int pid)
@@ -265,12 +264,12 @@ void GScanO1003399::config_params(GScanCap& param)
 	else
 		cfg.g400params.isColor = SupPixelTypes[param.pixtype];
 	cfg.g400params.enableStable = 0;//gcap.hardwarecaps.en_stapledetect==0?0:1;
-	cfg.g400params.isCorrect = 1;//1 ������
+	cfg.g400params.isCorrect = 1;//1 机器校正
 	PaperStatus ps = { param.papertype,param.paperAlign };
 	cfg.g400params.pageSize = SupPaperTyps[ps];
 	CSize size;
 #ifdef G300
-	size = Device::PaperSize().GetPaperSize(TwSS::A4, 200.0f, param.paperAlign);//G300 ���֧��A4����
+	size = Device::PaperSize().GetPaperSize(TwSS::A4, 200.0f, param.paperAlign);//G300 最大支持A4幅面
 #else
 	size = Device::PaperSize().GetPaperSize(param.papertype, 200.0f, param.paperAlign);
 #endif// G300
@@ -328,13 +327,13 @@ void GScanO1003399::config_params(GScanCap& param)
 		TCHAR szIniFile[MAX_PATH] = { 0 };
 		SHGetSpecialFolderPath(NULL, szIniFile, CSIDL_WINDOWS, TRUE);
 #ifdef LANXUM
-		_tcscat(szIniFile, _T("\\twain_32\\LANXUMSCAN\\tessdata"));
+		_tcscat(szIniFile, _T("\\twain_32\\LANXUMSCAN\\tessdata\\osd.traineddata"));
 #elif defined AUGE
-		_tcscat(szIniFile, _T("\\twain_32\\AuGeScan\\tessdata"));
+		_tcscat(szIniFile, _T("\\twain_32\\AuGeScan\\tessdata\\osd.traineddata"));
 #elif defined HANVON
-		_tcscat(szIniFile, _T("\\twain_32\\HanvonScan\\tessdata"));
+		_tcscat(szIniFile, _T("\\twain_32\\HanvonScan\\tessdata\\osd.traineddata"));
 #else
-		_tcscat(szIniFile, _T("\\twain_32\\HuaGoScan\\tessdata"));
+		_tcscat(szIniFile, _T("\\twain_32\\HuaGoScan\\tessdata\\osd.traineddata"));
 #endif // 
 		int iLen = WideCharToMultiByte(CP_ACP, 0, szIniFile, -1, NULL, 0, NULL, NULL);
 		char* chRtn = new char[iLen * sizeof(char)];
diff --git a/huagao/Device/GScanO1003399.h b/huagao/Device/GScanO1003399.h
index 202168d9..b6cc282a 100644
--- a/huagao/Device/GScanO1003399.h
+++ b/huagao/Device/GScanO1003399.h
@@ -81,8 +81,6 @@ private:
 	volatile bool b_usbthread;
 	BlockingQueue>> imgs;
 	BlockingQueue m_paths;
-	std::shared_ptr autoroate;
-	//std::queue> fu_imgpro;
 	std::shared_ptr m_autotext;
 	std::shared_ptr  m_imgprocthread;
 	std::shared_ptr m_usbthread;
diff --git a/huagao/Device/GScanO400.cpp b/huagao/Device/GScanO400.cpp
index 607b18ab..c74d581c 100644
--- a/huagao/Device/GScanO400.cpp
+++ b/huagao/Device/GScanO400.cpp
@@ -12,135 +12,135 @@
 //u32_CMD
 typedef enum tagUsbKeyWords : UINT32
 {
-	//������
+	//无命令
 	NO_COMMAND = 0,
-	//��ȡdsp ״̬
+	//获取dsp 状态
 	GET_DSP_STATUS = 1,
-	//ȡͼ
+	//取图
 	GET_IMAGE = 2,
-	//����DSP��פ���ͼ
+	//销毁DSP中驻存的图
 	POP_IMAGE = 3,
-	//��ʼɨ������
+	//开始扫描命令
 	START_COMMAND = 4,
-	//ֹͣɨ������
+	//停止扫描命令
 	STOP = 5,
-	//��ȡɨ����ɨ��ģʽ
+	//获取扫描仪扫描模式
 	GET_SCAN_MODE = 6,
-	//��ȡ�̼��汾��
+	//获取固件版本号
 	GET_FW_VERSION = 7,
-	//����PC�˵�״̬
+	//返回PC端的状态
 	SEND_STATUS_PC = 8,
-	//�·�ɨ�����ò���
+	//下发扫描配置参数
 	CONFIGURED_DATA = 9,
-	//�·��̼���Ϣ
+	//下发固件信息
 	SEND_FW = 10,
-	//��ȡɨ�����
+	//获取扫描参数
 	GET_CONFIG_DATA = 11,
-	//��ȡɨ��������
+	//获取扫描总张数
 	GET_SCANN_NUM = 12,
-	//��ȡ����ֽ��״̬
+	//获取有无纸的状态
 	GET_PAPERFEEDER_STATUS = 13,
-	//DSP��ʼ��
+	//DSP初始化
 	INIT_HARDWARE_SYS = 14,
-	//��ȡ����ֽ��״̬
+	//获取有无纸的状态
 	GET_PAPER_STATUS = 0x0d,
-	//�·�Ԫ�������ò������Ҷȣ�LED R�ع�ʱ�䣩
+	//下发元器件配置参数（灰度，LED R曝光时间）
 	SEND_COMPONENTS_GR = 15,
-	//�·�Ԫ�������ò�����LED G/B�ع�ʱ�䣩
+	//下发元器件配置参数（LED G/B曝光时间）
 	SEND_COMPONENTS_GB = 16,
-	//�·�ɨ��ģʽ
+	//下发扫描模式
 	SEND_SCAN_MODE = 17,
-	//��ʼ����ƽ������
+	//开始进行平场矫正
 	START_FLAT = 18,
-	//ֹͣƽ������
+	//停止平场矫正
 	STOP_FLAT = 19,
-	//�·�200dpi��ɫƽ����������
+	//下发200dpi彩色平场矫正参数
 	SEND_200_COLOR_FLAT_DATA = 20,
-	//�·�300dpi��ɫƽ����������
+	//下发300dpi彩色平场矫正参数
 	SEND_300_COLOR_FLAT_DATA = 21,
-	//��ȡ200dpi��ɫƽ����������
+	//获取200dpi彩色平场矫正参数
 	GET_200_COLOR_FLAT_DATA = 22,
-	//��ȡ300dpi��ɫƽ����������
+	//获取300dpi彩色平场矫正参数
 	GET_300_COLOR_FLAT_DATA = 23,
-	//�·�200dpi�Ҷ�ƽ��У������
+	//下发200dpi灰度平场校正参数
 	SEND_200_GRAY_FLAT_DATA = 24,
-	//�·�300dpi�Ҷ�ƽ��У������
+	//下发300dpi灰度平场校正参数
 	SEND_300_GRAY_FLAT_DATA = 25,
-	//��ȡ200DPI�Ҷ�ƽ��У������
+	//获取200DPI灰度平场校正参数
 	GET_200_GRAY_FLAT_DATA = 26,
-	//��ȡ300DPI�Ҷ�ƽ��У������
+	//获取300DPI灰度平场校正参数
 	GET_300_GRAY_FLAT_DATA = 27,
-	//�·����к�����
+	//下发序列号命令
 	SEND_SERIAL = 28,
-	//��ȡ���к�����
+	//获取序列号命令
 	GET_SERIAL = 29,
-	//��ȡ������
+	//获取滚轴数
 	GET_ROLLER_NUM = 0x1e,
-	//���������
+	//清零滚轴数
 	CLR_ROLLER_NUM = 0x1f,
-	//���ɨ��������
+	//清除扫描总张数
 	CLR_SCAN_NUM = 0x20,
-	//׼�����¹̼�
+	//准备更新固件
 	PRE_UPGRADE = 0X21,
-	//��ʼ���¹̼�
+	//开始更新固件
 	START_UPGRADE = 0x22,
-	//��ɫ��AD����
+	//彩色的AD参数
 	RGB_ADI_PARA = 0x23,
-	//�Ҷȵ�AD����
+	//灰度的AD参数
 	ADI_PARA = 0x24,
-	//��ȡCIS�������ع�ʱ�䣬ad����)
+	//获取CIS参数（曝光时间，ad参数)
 	GET_CIS_PARA = 0x25,
-	//ɨ������
+	//扫描张数
 	START_COMMAND_COUNT = 0x26,
-	//�·�����ʱ��
+	//下发休眠时间
 	SET_SLEEP_TIME = 0x27,
-	//��ȡ����ʱ��
+	//获取休眠时间
 	GET_SLEEP_TIME = 0x28,
-	//�������
+	//清除缓存
 	CLR_CACHE = 0x29,
-	//�·��ٶ�ģʽ
+	//下发速度模式
 	SET_SPEED_MODE = 0x2a,
-	//��ȡɨ���ٶ�ģʽ
+	//获取扫描速度模式
 	GET_SPEED_MODE = 0X2b,
-	//���ù̼��汾һ��8���ֽ�
+	//设置固件版本一共8个字节
 	SET_FW_VERSION = 0X2c,
-	//��ȡDSP�汾
+	//获取DSP版本
 	GET_DSP_VERSION = 0X2d,
-	//�ɼ���FPGA�̼��汾
+	//采集板FPGA固件版本
 	GET_SCANFPGA_VERSION = 0x2e,
-	//�����FPGA�̼��汾
+	//电机板FPGA固件版本
 	GET_MOTORFPGA_VERSION = 0X2f,
-	//������������Ϣ
+	//设置制造商信息
 	SET_USB_INFOR_MANUFACTURE = 0X30,
-	//��ȡ��������Ϣ
+	//获取制造商信息
 	GET_USB_INFOR_MANUFACTURE = 0X31,
-	//���ò�Ʒ�ͺ���Ϣ
+	//设置产品型号信息
 	SET_USB_INFOR_MODEL_NAME = 0X32,
-	//��ȡ��Ʒ�ͺ���Ϣ
+	//获取产品型号信息
 	GET_USB_INFOR_MODEL_NAME = 0X33,
-	//����USB PID / VID��Ϣ
+	//设置USB PID / VID信息
 	SET_USB_INFOR_VIDPID = 0X34,
 	GET_USB_INFOR_VIDPID = 0X35,
-	//���ÿ�ֽ��ͣ���������
+	//设置卡纸急停检测灵敏度
 	SET_JAM_DETECT_SENSITIVE = 0X36,
-	//��ȡ��ֽ��ͣ���������
+	//获取卡纸急停检测灵敏度
 	GET_JAM_DETECT_SENSITIVE = 0X37,
-	//���ú������ϵ��
+	//设置横向畸变系数
 	SET_JUST_COF_H = 0x38,
-	//��ȡ�������ϵ��
+	//读取横向畸变系数
 	GET_JUST_COF_H = 0x39,
-	CLEAR_HWERROR = 0x40,//G400 ���Ӳ���쳣
-	//�����������ϵ��
+	CLEAR_HWERROR = 0x40,//G400 清除硬件异常
+	//设置纵向畸变系数
 	SET_JUST_COF_V = 0x41,
-	//��ȡ�������ϵ��
+	//读取纵向畸变系数
 	GET_JUST_COF_V = 0x42,
-	//����ɨ���DZ���
+	//设置扫描仪编码
 	GET_CODE_G400 = 0x59,
-	//��ȡɨ���DZ���
+	//读取扫描仪编码
 	SET_CODE_G400 = 0x60,
-	//����ɨ���DZ���
+	//设置扫描仪编码
 	SET_CODE_G200 = 0x63,
-	//��ȡɨ���DZ���
+	//读取扫描仪编码
 	GET_CODE_G200 = 0x64,
 
 } UsbKeyWords, * PUsbKeyWords;
@@ -215,7 +215,7 @@ int GScanO400::aquire_bmpdata(std::vector& bmpdata)
 					m_threadUsb.reset();
 					FileTools::writelog(log_ERROR, "aquire_bmpdata m_threadUsb.reset()");
 				}
-				Stop_scan();//ֹͣɨ��
+				Stop_scan();//停止扫描
 				ResetScanner();
 				set_scannum(abs(roller_num_new - roller_num));
 				return HARDWARE_ERROR;
@@ -452,7 +452,7 @@ int GScanO400::notifyscan()
 	m_usb->read_bulk(¬ify, sizeof(notify));
 	if ((notify.u32_Data != 0x10 && GetFWVersion().length() < 10) || notify.u32_Data == 0x100)
 	{
-		ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), CString("ɨ���Ǵ�������״̬,�밴��Դ�����ѣ� ��ʾ "), NULL, SW_HIDE);
+		ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), CString("扫描仪处于休眠状态,请按电源键唤醒！ 提示 "), NULL, SW_HIDE);
 		return -1;
 	}
 	return 1;
@@ -657,7 +657,7 @@ void GScanO400::usbmain()
 				UpdateScanInfo(countNReaded(), get_imgTransfered());
 #endif
 				Pop_Image();
-				FileTools::writelog(log_INFO, "��ɨ���ǽ���" + to_string(get_imgnReaded()) + "���ļ�����ʱ  " + to_string(sw.elapsed_ms()));
+				FileTools::writelog(log_INFO, "从扫描仪接收" + to_string(get_imgnReaded()) + "份文件。耗时  " + to_string(sw.elapsed_ms()));
 				sw.reset();
 				break;
 			}
@@ -734,7 +734,7 @@ std::shared_ptr>  GScanO400::Get_Img_Data(int bufferSize)
 		std::this_thread::sleep_for(std::chrono::microseconds(20));
 		while (startindex < bufferSize)
 		{
-			startindex += m_usb->read_bulk(imData->data() + startindex, (bufferSize - startindex) < totalength ? (bufferSize - startindex) : totalength); //���ݽ���������С�ڵ��ڹܵ�������������������ʧ��
+			startindex += m_usb->read_bulk(imData->data() + startindex, (bufferSize - startindex) < totalength ? (bufferSize - startindex) : totalength); //数据接收量必须小于等于管道内数据量，否则会接收失败
 			std::this_thread::sleep_for(std::chrono::microseconds(10));
 		}
 		if (sw.elapsed_ms() > 5000)
diff --git a/huagao/Device/ImageMatQueue.cpp b/huagao/Device/ImageMatQueue.cpp
index 007380a3..93115811 100644
--- a/huagao/Device/ImageMatQueue.cpp
+++ b/huagao/Device/ImageMatQueue.cpp
@@ -163,20 +163,20 @@ void ImageMatQueue::setparam(const GScanCap& param)
 	if (scanParam.fillhole.is_fillhole) {
 		float ratio = scanParam.fillhole.fillholeratio / 100.0;
 		m_iaList.push_back(shared_ptr(new CImageApplyOutHole(200, ratio, 50)));
-	} //ȷ���ܹ���ȡ��������ͼ
+	} //确保能够获取正反两面图
 
 
 	if (param.is_autodiscradblank_normal || param.is_autodiscradblank_vince) {
 		//m_iaList.push_back(shared_ptr(new CImageApplyDiscardBlank()));
 		CImageApplyDiscardBlank* disBlank = new CImageApplyDiscardBlank();
-		//�����հ�ҳ��ֵ
+		//跳过空白页阈值
 		int area = 200;
 		int intensity = 15;
 		int maxHeight = 3307;//A3 height
-		//ҳ�����߶Ȼ�ȡ
+		//页面最大高度获取
 		if (param.papertype == TwSS::MaxSize)
 			maxHeight = 6614;
-		//��ֵ������ֵ
+		//阈值参数赋值
 		if (param.discardblank_percent < 10) {
 			area = 70 + (int)((param.discardblank_percent - 1) * 13.33);
 			intensity = 8 + param.discardblank_percent / 2;
@@ -201,12 +201,12 @@ void ImageMatQueue::setparam(const GScanCap& param)
 			area = 2100 + (param.discardblank_percent - 80) * (maxHeight - 2100) / 20;
 			intensity = 40;
 		}
-		//�ж��Ƿ�Ϊ�����հ�ҳ��Ʊ
+		//判断是否为跳过空白页发票
 		if (param.is_autodiscradblank_vince) {
 			area *= 1.5;
 			intensity *= 1.5;
 		}
-		//���ò�����ֵ
+		//设置参数阈值
 		disBlank->setMinArea(area);
 		disBlank->setIntensity(intensity);
 		m_iaList.push_back(shared_ptr(disBlank));
@@ -244,26 +244,26 @@ void ImageMatQueue::setparam(const GScanCap& param)
 		double aa = (254 / 2000.0) * param.brightness + 0.5;
 		int bright = ceil(aa);//[-127,128] 0.128=256.0/2000.0
 		int contrast = 0.0; //= (int)(param.contrast * 0.036);;//[-36,36] 0.036=72.0/2000.0;
-		if (param.contrast < 0.0)                 // �ݲ��޸ĶԱȶȣ���ɫ�ĸ�ɫƫ
+		if (param.contrast < 0.0)                 // 暂不修改对比度，彩色文稿色偏
 			contrast = (int)(param.contrast * 0.036);
 		else
 			contrast = (int)(param.contrast * 0.018);
 		m_iaList.push_back(shared_ptr(new CImageApplyAdjustColors(bright, contrast, param.gamma)));
 	}
-	//���⿨����
+	//答题卡除红
 	if (scanParam.hsvcorrect)
 	{
 		m_iaList.push_back(shared_ptr(new CImageApplyHSVCorrect(CImageApplyHSVCorrect::CorrectOption::Red_Removal)));
 	}
-	//��
+	//锐化
 	if (param.sharpen) {
 		SharpenBlur sb = (SharpenBlur)param.sharpen;
 		m_iaList.push_back(shared_ptr(new CImageApplySharpen(sb)));
 	}
-	//�Զ���ɫʶ��
+	//自动颜色识别
 	if (param.automaticcolor)
 		m_iaList.push_back(shared_ptr(new CImageApplyColorRecognition(param.automaticcolortype == 1 ? CImageApplyColorRecognition::ColorRecognitionMode::Color_Gray : CImageApplyColorRecognition::ColorRecognitionMode::Color_Mono)));
-	//����
+	//缩放
 	if (param.resolution_dst != param.resolution_native)
 	{
 		CImageApplyResize* apply;
@@ -280,10 +280,10 @@ void ImageMatQueue::setparam(const GScanCap& param)
 		}
 		m_iaList.push_back(shared_ptr< CImageApply>(apply));
 	}
-	//��ֵ��
+	//二值化
 	if (param.pixtype == 0)	//threshold
 		m_iaList.push_back(shared_ptr(new CImageApplyBWBinaray(CImageApplyBWBinaray::ThresholdType::THRESH_BINARY)));
-	//�ڰ׽����Ż�
+	//黑白降噪优化
 	if (scanParam.detachnoise.is_detachnoise && scanParam.pixtype == 0)
 	{
 		m_iaList.push_back(shared_ptr(new CImageApplyDetachNoise(scanParam.detachnoise.detachnoise)));
@@ -314,11 +314,11 @@ void ImageMatQueue::setparam(const GScanCap& param)
 		TCHAR szIniFile[MAX_PATH] = { 0 };
 		SHGetSpecialFolderPath(NULL, szIniFile, CSIDL_WINDOWS, TRUE);
 #ifdef LANXUM
-		_tcscat(szIniFile, _T("\\twain_32\\LANXUMSCAN\\tessdata"));
+		_tcscat(szIniFile, _T("\\twain_32\\LANXUMSCAN\\tessdata\\osd.traineddata"));
 #elif defined AUGE
-		_tcscat(szIniFile, _T("\\twain_32\\AuGeScan\\tessdata"));
+		_tcscat(szIniFile, _T("\\twain_32\\AuGeScan\\tessdata\\osd.traineddata"));
 #elif defined HANVON
-		_tcscat(szIniFile, _T("\\twain_32\\HanvonScan\\tessdata"));
+		_tcscat(szIniFile, _T("\\twain_32\\HanvonScan\\tessdata\\osd.traineddata"));
 #else
 		_tcscat(szIniFile, _T("\\twain_32\\HuaGoScan\\tessdata\\osd.traineddata"));
 #endif // 
@@ -413,7 +413,7 @@ void ImageMatQueue::cache_run()
 				{
 					FileTools::writelog(log_ERROR, "error while openning  cache file :" + path);
 				}
-				FileTools::writelog(log_INFO, " ����д��ͼƬ���ݺ�ʱ " + to_string(sw.elapsed_ms()) + " buffer size = " + to_string(buf->size()));
+				FileTools::writelog(log_INFO, " 磁盘写入图片数据耗时 " + to_string(sw.elapsed_ms()) + " buffer size = " + to_string(buf->size()));
 				buf->clear();
 				buf.reset();
 				sw.reset();
@@ -493,10 +493,6 @@ void ImageMatQueue::proc()
 			{
 				mats.push_back(scanParam.is_switchfrontback ? imgback : imgfront);
 				mats.push_back(scanParam.is_switchfrontback ? imgfront : imgback);
-				//if (!mats[0].empty())
-				//	cv::imwrite("D:\\testimage\\" + to_string(++indeximg) + "prc.jpg", mats[0]);
-				//if (!mats[1].empty())
-				//	cv::imwrite("D:\\testimage\\" + to_string(++indeximg) + "prc.jpg", mats[1]);
 				remove(info.path.c_str());
 				remove(back.path.c_str());
 			}
@@ -510,7 +506,7 @@ void ImageMatQueue::proc()
 			for (size_t i = 0; i < mats.size(); i++)
 			{
 				if (!mats[i].empty())
-					cv::resize(mats[i], mats[i], cv::Size(), fx, fy);//������������ܻ��������С��ƥ������ ��ϵ���������׶�
+					cv::resize(mats[i], mats[i], cv::Size(), fx, fy);//用于修正与佳能机器幅面大小不匹配问题 此系数请勿轻易动
 			}
 
 			if (scanParam.en_fold != 0) {
@@ -527,8 +523,8 @@ void ImageMatQueue::proc()
 			//	cvtColor(mat, mat, CV_RGB2GRAY);
 			if (!mat.empty())
 			{
-				Mat front = mat(Rect(0, 0, mat.cols / 2, mat.rows-10));//����ͼ��β��������Ч���ݶ���10������
-				Mat back = mat(Rect(mat.cols / 2, 0, mat.cols / 2, mat.rows-10));//����ͼ��β��������Ч���ݶ���10������
+				Mat front = mat(Rect(0, 0, mat.cols / 2, mat.rows-10));//避免图像尾部出现无效数据丢弃10行数据
+				Mat back = mat(Rect(mat.cols / 2, 0, mat.cols / 2, mat.rows-10));//避免图像尾部出现无效数据丢弃10行数据
 #ifdef UV
 				mats.push_back(scanParam.is_switchfrontback ? front : back);
 				mats.push_back(scanParam.is_switchfrontback ? back : front);
@@ -588,7 +584,7 @@ void ImageMatQueue::proc()
 #ifdef UV
 		if (!uvmats.empty())
 		{
-			//ƴ��ԭͼ��UVͼ
+			//拼接原图和UV图
 			for (int j = 0; j < mats.size(); j++)
 			{
 				if (!scanParam.is_duplex && j == 1) {
@@ -607,7 +603,7 @@ void ImageMatQueue::proc()
 		}
 #endif
 
-		FileTools::writelog(log_INFO, "ͼ������ʱ " + to_string(sw.elapsed_ms()));
+		FileTools::writelog(log_INFO, "图像处理耗时 " + to_string(sw.elapsed_ms()));
 		sw.reset();
 		for (int i = 0; i < mats.size(); i++) {
 			if (!scanParam.is_duplex && i == 1) {
@@ -638,7 +634,7 @@ void ImageMatQueue::proc()
 				FileTools::writelog(log_ERROR, "enqueue image is empty " + std::to_string(index++));
 			}
 		}
-		FileTools::writelog(log_INFO, "ת��BMP ��ʱ�� " + to_string(sw.elapsed_ms()));
+		FileTools::writelog(log_INFO, "转码BMP 耗时： " + to_string(sw.elapsed_ms()));
 
 		sw.reset();
 		if (scanParam.multi_output_red) {
@@ -660,7 +656,7 @@ void ImageMatQueue::proc()
 					}
 				}
 			}
-			FileTools::writelog(log_INFO, "������� ��ʱ�� " + to_string(sw.elapsed_ms()));
+			FileTools::writelog(log_INFO, "多流输出 耗时： " + to_string(sw.elapsed_ms()));
 		}
 
 		mats.clear();
diff --git a/huagao/ImageProcess/ImageProcess_Public.cpp b/huagao/ImageProcess/ImageProcess_Public.cpp
index 70965709..0c4a904b 100644
--- a/huagao/ImageProcess/ImageProcess_Public.cpp
+++ b/huagao/ImageProcess/ImageProcess_Public.cpp
@@ -5,9 +5,7 @@ namespace hg
 	void convexHull(const std::vector& src, std::vector& dst, bool clockwise)
 	{
 		CvMemStorage* storage = cvCreateMemStorage();	//
-		CvSeq* ptseq = cvCreateSeq(CV_SEQ_KIND_GENERIC | CV_32SC2, sizeof(CvContour), sizeof(CvPoint), storage);	//ptseqstorage
-
-		//
+		CvSeq* ptseq = cvCreateSeq(CV_SEQ_KIND_GENERIC | CV_32SC2, sizeof(CvContour), sizeof(CvPoint), storage);	
 		for (const cv::Point& item : src)
 		{
 			CvPoint p;
@@ -15,10 +13,7 @@ namespace hg
 			p.y = item.y;
 			cvSeqPush(ptseq, &p);
 		}
-
-		//hullstorage
 		CvSeq* hull = cvConvexHull2(ptseq, nullptr, clockwise ? CV_CLOCKWISE : CV_COUNTER_CLOCKWISE, 0);
-
 		//dst
 		dst.clear();
 		for (int i = 0, hullCount = hull->total; i < hullCount; i++)
diff --git a/huagao/hg_ocr.cpp b/huagao/hg_ocr.cpp
new file mode 100644
index 00000000..089df75a
--- /dev/null
+++ b/huagao/hg_ocr.cpp
@@ -0,0 +1,511 @@
+#include "hg_ocr.h"
+#include "allheaders.h"
+#include "baseapi.h"
+#include "basedir.h"
+#include "osdetect.h"
+#include "renderer.h"
+#include "strngs.h"
+#include "tprintf.h"
+#include "resultiterator.h"
+#include 
+
+static unsigned char string_CIDTOGIDMAP[] = {
+    120,156,236,194,1,9,0,0,0,2,160,250,127,186,33,137,
+    166,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,0,0,0,0,128,123,3,0,0,255,255,236,194,1,13,0,0,
+    0,194,32,223,191,180,69,24,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,235,0,0,0,255,
+    255,236,194,1,13,0,0,0,194,32,223,191,180,69,24,0,0,
+    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,0,235,0,0,0,255,255,237,194,1,13,0,0,0,194,32,
+    223,191,180,69,24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,235,0,255,0,16};
+
+static unsigned char string_TTF[] = {
+    0,1,0,0,0,10,0,128,0,3,0,32,79,83,47,50,86,221,200,148,
+    0,0,1,40,0,0,0,96,99,109,97,112,0,18,0,78,0,0,1,144,0,0,
+    0,44,103,108,121,102,0,0,0,0,0,0,1,196,0,0,0,1,104,101,
+    97,100,2,80,182,226,0,0,0,172,0,0,0,54,104,104,101,97,0,
+    3,0,2,0,0,0,228,0,0,0,36,104,109,116,120,0,0,0,0,0,0,1,
+    136,0,0,0,8,108,111,99,97,0,0,0,0,0,0,1,188,0,0,0,6,109,
+    97,120,112,0,3,0,1,0,0,1,8,0,0,0,32,110,97,109,101,165,
+    232,245,73,0,0,1,200,0,0,0,80,112,111,115,116,0,1,0,1,0,
+    0,2,24,0,0,0,32,0,1,0,0,0,1,0,0,167,55,179,76,95,15,60,245,
+    4,7,1,0,0,0,0,0,207,154,252,110,0,0,0,0,207,154,252,110,0,
+    0,128,0,0,0,0,1,0,0,0,16,0,2,0,0,0,0,0,0,0,1,0,0,0,1,255,
+    255,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    2,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,0,0,3,0,0,1,144,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,0,0,0,0,0,5,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,0,0,71,79,79,71,0,64,255,255,0,0,0,1,255,255,0,0,0,1,
+    0,1,128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,
+    0,0,0,2,0,1,0,0,0,0,0,20,0,3,0,0,0,0,0,32,0,6,0,12,0,0,0,0,
+    0,1,0,0,0,6,0,12,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
+    0,0,3,0,42,0,0,0,3,0,0,0,5,0,22,0,11,0,1,0,0,0,0,0,5,0,11,0,
+    0,0,3,0,1,4,9,0,5,0,22,0,11,86,101,114,115,105,111,110,32,
+    49,46,48,0,86,0,101,0,114,0,115,0,105,0,111,0,110,0,32,0,49,
+    0,46,0,48,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,
+    0,0,0,0,0,0,0,0,0,0,0,0};
+
+static const char* endstream = "endstream\nendobj\n";
+
+Pix* createPix(const unsigned char * imgData, int width, int height, int bytes_per_pixel, int bytes_per_line);
+
+void PreloadRenderers(tesseract::TessBaseAPI* api,
+    tesseract::PointerVector* renderers, const char* outputbase);
+
+char* GetPDFTextObjectss(tesseract::TessBaseAPI* api, double width, double height, int& len);
+
+HG_OCR::HG_OCR()
+    : api(new tesseract::TessBaseAPI())
+{
+
+}
+
+HG_OCR::HG_OCR(PSM_TYPE type)
+    : api(new tesseract::TessBaseAPI())
+{
+    init_orientation("./tessdata/osd.traineddata");
+}
+
+HG_OCR::~HG_OCR()
+{
+    if (api != nullptr)
+        delete reinterpret_cast(api);
+}
+
+void HG_OCR::init(HG_OCR::PSM_TYPE type)
+{
+    init_orientation("./tessdata/osd.traineddata");
+}
+
+void HG_OCR::init(const char * filename, PSM_TYPE type)
+{
+	switch (type)
+	{
+    case Orientation:
+        init_orientation(filename);
+		break;
+	}
+}
+
+int HG_OCR::getOrientation(unsigned char *imgData, int width, int height, int channels, int step)
+{
+    int orientation, direction, lineOrder;
+    float deskewAngle;
+    getOrientation(imgData, width, height, channels, step,
+                   orientation, direction, lineOrder, deskewAngle);
+
+    return orientation;
+}
+
+bool HG_OCR::getOrientation(unsigned char* imgData, int width, int height, int channels, int step,
+                    int& orientation, int& direction, int& lineOrder, float& deskewAngle)
+{
+    if (api == nullptr) return false;
+
+    tesseract::TessBaseAPI* ptr = reinterpret_cast(api);
+    ptr->SetImage(imgData, width, height, channels, step);
+
+#if 0
+    tesseract::PageIterator* it = ptr->AnalyseLayout();
+
+    if (it != nullptr)
+    {
+        it->Orientation(reinterpret_cast(&orientation),
+                        reinterpret_cast(&direction),
+                        reinterpret_cast(&lineOrder),
+                        &deskewAngle);
+        delete it;
+        return true;
+    }
+    else
+        return false;
+#endif
+    orientation = ptr->AnalyseLayout1();
+}
+
+void HG_OCR::init_orientation(const char *filename)
+{
+    auto ret= reinterpret_cast(api)->Init(filename, "osd");
+    reinterpret_cast(api)->SetPageSegMode(tesseract::PSM_AUTO_OSD);
+}
+
+void PreloadRenderers(tesseract::TessBaseAPI* api, 
+	tesseract::PointerVector* renderers, 
+    const char* outputbase)
+{
+	bool b;
+	api->GetBoolVariable("tessedit_create_pdf", &b);
+
+	if (b)
+	{
+		bool textonly;
+		api->GetBoolVariable("textonly_pdf", &textonly);
+        printf("GetDatapath%s\n", api->GetDatapath());
+        renderers->push_back(new tesseract::TessPDFRenderer(outputbase, api->GetDatapath(), textonly));
+	}
+}
+
+Pix* createPix(const unsigned char * imagedata, int width, int height, int bytes_per_pixel, int bytes_per_line)
+{
+	int bpp = bytes_per_pixel * 8;
+	if (bpp == 0) bpp = 1;
+	Pix* pix = pixCreate(width, height, bpp == 24 ? 32 : bpp);
+	l_uint32* data = pixGetData(pix);
+	int wpl = pixGetWpl(pix);
+	switch (bpp) {
+	case 1:
+        for (int y = 0; y < height; ++y, data += wpl, imagedata += bytes_per_line)
+        {
+			for (int x = 0; x < width; ++x) {
+				if (imagedata[x / 8] & (0x80 >> (x % 8)))
+					CLEAR_DATA_BIT(data, x);
+				else
+					SET_DATA_BIT(data, x);
+			}
+		}
+		break;
+
+	case 8:
+		// Greyscale just copies the bytes in the right order.
+        for (int y = 0; y < height; ++y, data += wpl, imagedata += bytes_per_line)
+			for (int x = 0; x < width; ++x)
+				SET_DATA_BYTE(data, x, imagedata[x]);
+		break;
+
+	case 24:
+		// Put the colors in the correct places in the line buffer.
+        for (int y = 0; y < height; ++y, imagedata += bytes_per_line)
+        {
+			for (int x = 0; x < width; ++x, ++data) {
+				SET_DATA_BYTE(data, COLOR_RED, imagedata[3 * x]);
+				SET_DATA_BYTE(data, COLOR_GREEN, imagedata[3 * x + 1]);
+				SET_DATA_BYTE(data, COLOR_BLUE, imagedata[3 * x + 2]);
+			}
+		}
+		break;
+
+	case 32:
+		// Maintain byte order consistency across different endianness.
+        for (int y = 0; y < height; ++y, imagedata += bytes_per_line, data += wpl)
+            for (int x = 0; x < width; ++x)
+				data[x] = (imagedata[x * 4] << 24) | (imagedata[x * 4 + 1] << 16) |
+					(imagedata[x * 4 + 2] << 8) | imagedata[x * 4 + 3];
+		break;
+
+	default:
+		break;
+	}
+
+	pix->informat = bytes_per_pixel == 1 ? 1 : 2;
+	if (bytes_per_pixel == 1)
+	{
+		PIXCMAP* colormap = pixcmapCreate(8);
+		LEPT_FREE(colormap->array);
+		colormap->array = (l_uint8 *)LEPT_CALLOC(256, sizeof(RGBA_QUAD));
+		colormap->n = 256;
+		colormap->nalloc = 256;
+		colormap->depth = 8;
+		l_uint8* ptr = reinterpret_cast(colormap->array);
+		for (int i = 0; i < 256; i++)
+			ptr[i * 4 + 0] = ptr[i * 4 + 1] = ptr[i * 4 + 2] = ptr[i * 4 + 3] = i;
+		pixSetColormap(pix, colormap);
+	}
+	pixSetXRes(pix, 200);
+	pixSetYRes(pix, 200);
+
+	//FILE* file = fopenWriteStream("aaa.bmp", "w");
+	//pixWriteStreamBmp(file, pix);
+	//fclose(file);
+	return pix;
+}
+
+double prec(double x) {
+	double kPrecision = 1000.0;
+	double a = round(x * kPrecision) / kPrecision;
+	if (a == -0)
+		return 0;
+	return a;
+}
+
+void ClipBaseline(int ppi, int x1, int y1, int x2, int y2,
+	int *line_x1, int *line_y1,
+	int *line_x2, int *line_y2) 
+{
+	*line_x1 = x1;
+	*line_y1 = y1;
+	*line_x2 = x2;
+	*line_y2 = y2;
+	double rise = abs(y2 - y1) * 72 / ppi;
+	double run = abs(x2 - x1) * 72 / ppi;
+	if (rise < 2.0 && 2.0 < run)
+		*line_y1 = *line_y2 = (y1 + y2) / 2;
+}
+
+long dist2(int x1, int y1, int x2, int y2) 
+{
+	return (x2 - x1) * (x2 - x1) + (y2 - y1) * (y2 - y1);
+}
+
+void GetWordBaseline(int writing_direction, int ppi, int height,
+	int word_x1, int word_y1, int word_x2, int word_y2,
+	int line_x1, int line_y1, int line_x2, int line_y2,
+	double *x0, double *y0, double *length) 
+{
+	if (writing_direction == tesseract::WRITING_DIRECTION_RIGHT_TO_LEFT) 
+	{
+		Swap(&word_x1, &word_x2);
+		Swap(&word_y1, &word_y2);
+	}
+	double word_length;
+	double x, y;
+	{
+		int px = word_x1;
+		int py = word_y1;
+		double l2 = dist2(line_x1, line_y1, line_x2, line_y2);
+		if (l2 == 0) {
+			x = line_x1;
+			y = line_y1;
+		}
+		else {
+			double t = ((px - line_x2) * (line_x2 - line_x1) +
+				(py - line_y2) * (line_y2 - line_y1)) / l2;
+			x = line_x2 + t * (line_x2 - line_x1);
+			y = line_y2 + t * (line_y2 - line_y1);
+		}
+		word_length = sqrt(static_cast(dist2(word_x1, word_y1,
+			word_x2, word_y2)));
+		word_length = word_length * 72.0 / ppi;
+		x = x * 72 / ppi;
+		y = height - (y * 72.0 / ppi);
+	}
+	*x0 = x;
+	*y0 = y;
+	*length = word_length;
+}
+
+void AffineMatrix(int writing_direction,
+	int line_x1, int line_y1, int line_x2, int line_y2,
+	double *a, double *b, double *c, double *d) 
+{
+	double theta = atan2(static_cast(line_y1 - line_y2),
+		static_cast(line_x2 - line_x1));
+	*a = cos(theta);
+	*b = sin(theta);
+	*c = -sin(theta);
+	*d = cos(theta);
+	switch (writing_direction) {
+	case tesseract::WRITING_DIRECTION_RIGHT_TO_LEFT:
+		*a = -*a;
+		*b = -*b;
+		break;
+	case tesseract::WRITING_DIRECTION_TOP_TO_BOTTOM:
+		// TODO(jbreiden) Consider using the vertical PDF writing mode.
+		break;
+	default:
+		break;
+	}
+}
+
+bool CodepointToUtf16be(int code, char utf16[20]) 
+{
+	if ((code > 0xD7FF && code < 0xE000) || code > 0x10FFFF) {
+		tprintf("Dropping invalid codepoint %d\n", code);
+		return false;
+	}
+	if (code < 0x10000) {
+		snprintf(utf16, 20, "%04X", code);
+	}
+	else {
+		int a = code - 0x010000;
+		int high_surrogate = (0x03FF & (a >> 10)) + 0xD800;
+		int low_surrogate = (0x03FF & a) + 0xDC00;
+		snprintf(utf16, 20, "%04X%04X", high_surrogate, low_surrogate);
+	}
+	return true;
+}
+
+char* GetPDFTextObjectss(tesseract::TessBaseAPI* api, double width, double height, int& len)
+{
+    STRING pdf_str("");
+	double ppi = api->GetSourceYResolution();
+
+	// These initial conditions are all arbitrary and will be overwritten
+	double old_x = 0.0, old_y = 0.0;
+	int old_fontsize = 0;
+	tesseract::WritingDirection old_writing_direction = tesseract::WRITING_DIRECTION_LEFT_TO_RIGHT;
+	bool new_block = true;
+	int fontsize = 0;
+	double a = 1;
+	double b = 0;
+	double c = 0;
+	double d = 1;
+
+	// TODO(jbreiden) This marries the text and image together.
+    // Slightly cleaner from an abstraction standpoint if this were to
+	// live inside a separate text object.
+	pdf_str += "q ";
+	pdf_str.add_str_double("", prec(width));
+	pdf_str += " 0 0 ";
+	pdf_str.add_str_double("", prec(height));
+	pdf_str += " 0 0 cm";
+	if (true) {
+		pdf_str += " /Im1 Do";
+	}
+	pdf_str += " Q\n";
+
+	int line_x1 = 0;
+	int line_y1 = 0;
+	int line_x2 = 0;
+	int line_y2 = 0;
+
+	tesseract::ResultIterator *res_it = api->GetIterator();
+	while (!res_it->Empty(tesseract::RIL_BLOCK)) 
+	{
+		if (res_it->IsAtBeginningOf(tesseract::RIL_BLOCK)) 
+		{
+			pdf_str += "BT\n3 Tr";     // Begin text object, use invisible ink
+			old_fontsize = 0;          // Every block will declare its fontsize
+			new_block = true;          // Every block will declare its affine matrix
+		}
+
+		if (res_it->IsAtBeginningOf(tesseract::RIL_TEXTLINE)) 
+		{
+			int x1, y1, x2, y2;
+			res_it->Baseline(tesseract::RIL_TEXTLINE, &x1, &y1, &x2, &y2);
+			ClipBaseline(ppi, x1, y1, x2, y2, &line_x1, &line_y1, &line_x2, &line_y2);
+		}
+
+		if (res_it->Empty(tesseract::RIL_WORD)) 
+		{
+			res_it->Next(tesseract::RIL_WORD);
+			continue;
+		}
+
+		// Writing direction changes at a per-word granularity
+		tesseract::WritingDirection writing_direction;
+		{
+			tesseract::Orientation orientation;
+			tesseract::TextlineOrder textline_order;
+			float deskew_angle;
+			res_it->Orientation(&orientation, &writing_direction,
+				&textline_order, &deskew_angle);
+			if (writing_direction != tesseract::WRITING_DIRECTION_TOP_TO_BOTTOM) 
+			{
+				switch (res_it->WordDirection()) {
+				case DIR_LEFT_TO_RIGHT:
+					writing_direction = tesseract::WRITING_DIRECTION_LEFT_TO_RIGHT;
+					break;
+				case DIR_RIGHT_TO_LEFT:
+					writing_direction = tesseract::WRITING_DIRECTION_RIGHT_TO_LEFT;
+					break;
+				default:
+					writing_direction = old_writing_direction;
+				}
+			}
+		}
+
+		// Where is word origin and how long is it?
+		double x, y, word_length;
+		{
+			int word_x1, word_y1, word_x2, word_y2;
+			res_it->Baseline(tesseract::RIL_WORD, &word_x1, &word_y1, &word_x2, &word_y2);
+			GetWordBaseline(writing_direction, ppi, height,
+				word_x1, word_y1, word_x2, word_y2,
+				line_x1, line_y1, line_x2, line_y2,
+				&x, &y, &word_length);
+		}
+
+		if (writing_direction != old_writing_direction || new_block) 
+		{
+			AffineMatrix(writing_direction,
+				line_x1, line_y1, line_x2, line_y2, &a, &b, &c, &d);
+			pdf_str.add_str_double(" ", prec(a));  // . This affine matrix
+			pdf_str.add_str_double(" ", prec(b));  // . sets the coordinate
+			pdf_str.add_str_double(" ", prec(c));  // . system for all
+			pdf_str.add_str_double(" ", prec(d));  // . text that follows.
+			pdf_str.add_str_double(" ", prec(x));  // .
+            pdf_str.add_str_double(" ", prec(y));  // .
+			pdf_str += (" Tm ");                   // Place cursor absolutely
+			new_block = false;
+		}
+		else 
+		{
+			double dx = x - old_x;
+			double dy = y - old_y;
+			pdf_str.add_str_double(" ", prec(dx * a + dy * b));
+			pdf_str.add_str_double(" ", prec(dx * c + dy * d));
+			pdf_str += (" Td ");                   // Relative moveto
+		}
+		old_x = x;
+		old_y = y;
+		old_writing_direction = writing_direction;
+
+		// Adjust font size on a per word granularity. Pay attention to
+		// fontsize, old_fontsize, and pdf_str. We've found that for
+		// in Arabic, Tesseract will happily return a fontsize of zero,
+		// so we make up a default number to protect ourselves.
+		{
+			bool bold, italic, underlined, monospace, serif, smallcaps;
+			int font_id;
+			res_it->WordFontAttributes(&bold, &italic, &underlined, &monospace,
+				&serif, &smallcaps, &fontsize, &font_id);
+			const int kDefaultFontsize = 8;
+			if (fontsize <= 0)
+				fontsize = kDefaultFontsize;
+			if (fontsize != old_fontsize) 
+			{
+				char textfont[20];
+				snprintf(textfont, sizeof(textfont), "/f-0-0 %d Tf ", fontsize);
+				pdf_str += textfont;
+				old_fontsize = fontsize;
+			}
+		}
+
+		bool last_word_in_line = res_it->IsAtFinalElement(tesseract::RIL_TEXTLINE, tesseract::RIL_WORD);
+		bool last_word_in_block = res_it->IsAtFinalElement(tesseract::RIL_BLOCK, tesseract::RIL_WORD);
+		STRING pdf_word("");
+		int pdf_word_len = 0;
+		do {
+			const char *grapheme = res_it->GetUTF8Text(tesseract::RIL_SYMBOL);
+			if (grapheme && grapheme[0] != '\0') {
+				GenericVector unicodes;
+				UNICHAR::UTF8ToUnicode(grapheme, &unicodes);
+				char utf16[20];
+				for (int i = 0; i < unicodes.length(); i++) 
+				{
+					int code = unicodes[i];
+					if (CodepointToUtf16be(code, utf16)) 
+					{
+						pdf_word += utf16;
+						pdf_word_len++;
+					}
+				}
+			}
+			delete[]grapheme;
+			res_it->Next(tesseract::RIL_SYMBOL);
+		} 
+		while (!res_it->Empty(tesseract::RIL_BLOCK) && !res_it->IsAtBeginningOf(tesseract::RIL_WORD));
+		if (word_length > 0 && pdf_word_len > 0 && fontsize > 0) 
+		{
+			double h_stretch = 2 * prec(100.0 * word_length / (fontsize * pdf_word_len));
+			pdf_str.add_str_double("", h_stretch);
+			pdf_str += " Tz";          // horizontal stretch
+			pdf_str += " [ <";
+			pdf_str += pdf_word;       // UTF-16BE representation
+			pdf_str += "> ] TJ";       // show the text
+		}
+		if (last_word_in_line) {
+			pdf_str += " \n";
+		}
+		if (last_word_in_block) {
+			pdf_str += "ET\n";         // end the text object
+		}
+	}
+	char *ret = new char[pdf_str.length() + 1];
+	strcpy(ret, pdf_str.string());
+	delete res_it;
+	len = pdf_str.length();
+	return ret;
+}
diff --git a/huagao/hg_ocr.h b/huagao/hg_ocr.h
new file mode 100644
index 00000000..b9660b2e
--- /dev/null
+++ b/huagao/hg_ocr.h
@@ -0,0 +1,43 @@
+#ifndef HG_OCR_H
+#define HG_OCR_H
+
+class HG_OCR
+{
+public:
+
+    enum PSM_TYPE
+    {
+        Orientation,
+        OCR
+    };
+
+    enum SAVE_MODE
+    {
+        PDF = 0x1,
+        TXT = 0x2
+    };
+
+public:
+    HG_OCR();
+
+    HG_OCR(PSM_TYPE type);
+
+    ~HG_OCR();
+
+    void init(PSM_TYPE type);
+
+    void init(const char* filename, PSM_TYPE type);
+
+    int getOrientation(unsigned char* imgData, int width, int height, int channels, int step);
+
+    bool getOrientation(unsigned char* imgData, int width, int height, int channels, int step,
+                        int& orientation, int& direction, int& lineOrder, float& deskewAngle);
+private:
+
+    void init_orientation(const char *filename);
+
+private:
+    void* api;
+};
+
+#endif // HG_OCR_H
diff --git a/huagao/huagaods.cpp b/huagao/huagaods.cpp
index 72a81027..fd13664d 100644
--- a/huagao/huagaods.cpp
+++ b/huagao/huagaods.cpp
@@ -88,7 +88,7 @@ using namespace std::placeholders;
 TWPP_ENTRY_MFC(HuagaoDs)
 
 static constexpr const Identity srcIdent(
-	Version(3, 3, Language::English, Country::China, "v3.3.5.4"),
+	Version(3, 3, Language::English, Country::China, "v3.3.5.5"),
 	DataGroup::Image,
 #ifdef MAKEHUAGAO
 	"HUAGO",
@@ -124,7 +124,7 @@ static constexpr const Identity srcIdent(
 	#elif defined HANVON
 		"HW-7000W Series",
 	#else // ISG100
-		"G200 Series",//���ݾɼ��� pm changed ��G300 Series
+		"G200 Series",//ݾɼ pm changed G300 Series
 	#endif
 
 #elif defined(G400) // G200
@@ -165,7 +165,7 @@ static constexpr const Identity srcIdent(
 #ifdef UV
 	"HUAGOSCAN G300UV TWAIN"
 #else
-	"HUAGOSCAN G200 TWAIN"// ���ݾɼ��� pm changed "HUAGOSCAN G300 TWAIN"
+	"HUAGOSCAN G200 TWAIN"// ݾɼ pm changed "HUAGOSCAN G300 TWAIN"
 #endif
 
 #elif defined HANVON
@@ -209,7 +209,7 @@ static list resList = { 100.0,150.0,200.0,240.0,300.0,600.0 };
 #endif // LANXUM
 
 
-//����G200  G300��G400ֽ�ŷ���
+//G200  G300G400ֽŷ
 #ifdef G200
 
 static list paperSizeList = { (UInt16)PaperSize::A3,(UInt16)PaperSize::A4,(UInt16)PaperSize::A5,(UInt16)PaperSize::A6,
@@ -380,7 +380,7 @@ HuagaoDs::HuagaoDs()
 	//	//guiIndicator.reset();
 	//	if (!m_memoryfalg)
 	//		return;
-	//	MessageBox(NULL, L"�ڴ治��", L"��ʾ", MB_OK| MB_SYSTEMMODAL);
+	//	MessageBox(NULL, L"ڴ治", L"ʾ", MB_OK| MB_SYSTEMMODAL);
 	//}));
 }
 
@@ -400,9 +400,9 @@ void HuagaoDs::showmsg(std::string caption, std::string text, int retcode)
 		}
 		if (!(m_scanparam->is_autodiscradblank_normal || m_scanparam->is_autodiscradblank_vince))
 		{
-			text += "\nɨ��ͳ����Ϣ��\n��ֽ���ţ�" + to_string(scanner->get_scannum()) +
-				"\nɨ�裨�ţ�" + to_string(imgread) + "\nɨ�����ţ�" + to_string(scanner->get_scannum() - imgread) +
-				"\n�ϴ���ҳ��" + to_string(scanner->get_imgTransfered()) + "\n�ϴ���ҳ��" + to_string(num - scanner->get_imgTransfered());
+			text += "\nɨͳϢ\nֽţ" + to_string(scanner->get_scannum()) +
+				"\nɨ裨ţ" + to_string(imgread) + "\nɨţ" + to_string(scanner->get_scannum() - imgread) +
+				"\nϴҳ" + to_string(scanner->get_imgTransfered()) + "\nϴҳ" + to_string(num - scanner->get_imgTransfered());
 			scanner->set_lose_image_num(0);
 		}		
 	}
@@ -443,7 +443,7 @@ Result HuagaoDs::call(const Identity& origin, DataGroup dg, Dat dat, Msg msg, vo
 
 Result HuagaoDs::customDataGet(const Twpp::Identity& origin, Twpp::CustomData& data)
 {
-	//�ӱ���Ĭ�����õ��ļ�·����ȡ�ֽ����ϴ�
+	//ӱĬõļ·ȡֽϴ
 
 	TCHAR szIniFile[MAX_PATH] = { 0 };
 	SHGetSpecialFolderPath(NULL, szIniFile, CSIDL_LOCAL_APPDATA, TRUE);
@@ -471,7 +471,7 @@ Result HuagaoDs::customDataGet(const Twpp::Identity& origin, Twpp::CustomData& d
 Result HuagaoDs::customDataSet(const Twpp::Identity& origin, Twpp::CustomData& data)
 {
 	GScanCap sc;
-	//���ֽ���תGscanCaps
+	//ֽתGscanCaps
 	GscanJsonConfig js;
 	std::string str;
 	str.resize(data.size());
@@ -774,28 +774,28 @@ Twpp::Result HuagaoDs::deviceEventGet(const Twpp::Identity& origin, Twpp::Device
 	return seqError();
 }
 
-//add------------------����jpgͼ��dpi---------------------------
+//add------------------jpgͼdpi---------------------------
 void HuagaoDs::SetResoluton(const char* path, int resolution)
 {
 	FILE* file = fopen(path, "rb+");
 	if (!file)
 		return;
-	//��ȡ�ļ���С
+	//ȡļС
 	int len = _filelength(_fileno(file));
 	char* buf = new char[len];
 	fread(buf, sizeof(char), len, file);
 	char* pResolution = (char*)&resolution;
-	//����ʹ��ͼƬ�ܶȵ�λ
+	//ʹͼƬܶȵλ
 	buf[0x0D] = 1;
-	//ˮƽ�ܶȣ�ˮƽ�ֱ���
+	//ˮƽܶȣˮƽֱ
 	buf[0x0E] = pResolution[1];
 	buf[0x0F] = pResolution[0];
-	//��ֱ�ܶȣ���ֱ�ֱ���
+	//ֱܶȣֱֱ
 	buf[0x10] = pResolution[1];
 	buf[0x11] = pResolution[0];
 
 	fseek(file, 0, SEEK_SET);
-	//������д���ļ�������ԭʼ���ݣ����޸���Ч
+	//дļԭʼݣ޸Ч
 	fwrite(buf, sizeof(char), len, file);
 	fclose(file);
 	delete[]buf;
@@ -806,7 +806,7 @@ void HuagaoDs::dogear_callback(int indexpaper)
 	CString text;
 	text.Format(_T("74 %d"), indexpaper);
 	//ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), text, NULL, SW_HIDE);
-	showmsg("��ʾ","��"+to_string(indexpaper)+"��⵽�۽ǣ�");
+	showmsg("ʾ",""+to_string(indexpaper)+"⵽۽ǣ");
 	scanner->Stop_scan();
 	//scanner->reset();
 	scanner->ResetScanner();
@@ -816,11 +816,11 @@ void HuagaoDs::dogear_callback(int indexpaper)
 Result HuagaoDs::identityOpenDs(const Identity&) {
 
 	hMutex = CreateMutex(NULL, FALSE, _T("LookitApp"));
-	if (GetLastError() == ERROR_ALREADY_EXISTS) { //����Ѿ�����ͬ����Mutex��õ��������.
+	if (GetLastError() == ERROR_ALREADY_EXISTS) { //ѾͬMutexõ.
 		CloseHandle(hMutex);
 		hMutex = NULL;
 		//ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), CString("202"), NULL, SW_HIDE);
-		showmsg("��ʾ", msgs[(UsbSupported)202]);
+		showmsg("ʾ", msgs[(UsbSupported)202]);
 		return { ReturnCode::Failure, ConditionCode::CapBadOperation };
 	}
 	Twain_config().GetOrSetPintfCapability(is_printfcapability, true);
@@ -859,8 +859,8 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 	if (vid == 0 || pid == 0)
 	{
 		//ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), CString("201"), NULL, SW_HIDE);
-		//showmsg("��ʾ", msgs[(UsbSupported)201]);
-		ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), CString("δ�ҵ�ɨ����!�����Դ����USB�������Ƿ��ͨ! ��ʾ"), NULL, SW_HIDE);
+		//showmsg("ʾ", msgs[(UsbSupported)201]);
+		ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), CString("δҵɨ!ԴUSBǷͨ! ʾ"), NULL, SW_HIDE);
 		if (hMutex) {
 			CloseHandle(hMutex);
 			hMutex = NULL;
@@ -874,12 +874,12 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 			CloseHandle(hMutex);
 			hMutex = NULL;
 		}
-		showmsg("��ʾ", msgs[(UsbSupported)81]);
+		showmsg("ʾ", msgs[(UsbSupported)81]);
 		return seqError();
 	}
 	if (!scanner->IsConnected()) {
 		//ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), CString("201"), NULL, SW_HIDE);
-		showmsg("��ʾ", msgs[(UsbSupported)201]);
+		showmsg("ʾ", msgs[(UsbSupported)201]);
 		if (hMutex) {
 			CloseHandle(hMutex);
 			hMutex = NULL;
@@ -892,7 +892,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		auto dgcall = [&](int pagenum)
 		{
 			//ShellExecute(NULL, TEXT("open"), GetHidedlgPath(), text, NULL, SW_HIDE);
-			showmsg("��ʾ", "��" + to_string(pagenum) + "��⵽�۽ǣ�");
+			showmsg("ʾ", "" + to_string(pagenum) + "⵽۽ǣ");
 			scanner->Stop_scan();
 			//scanner->reset();
 			scanner->ResetScanner();
@@ -1028,7 +1028,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 				m_scanparam->enhance_color = (BYTE)Enchace_Color::Enhance_None;				
 			}
 			else{
-				m_scanparam->multi_output_red = 0;//�Dz�ɫģʽ�¶������������
+				m_scanparam->multi_output_red = 0;//Dzɫģʽ¶
 				//if (m_scanparam->pixtype == (int)PixelType::BlackWhite)
 				//	m_scanparam->sharpen = SharpenBlur::Sharpen_None;
  
@@ -1084,7 +1084,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 		return CapSupGetAllReset(msg, data, { PixelType::BlackWhite, PixelType::Gray }, m_scanparam->automaticcolortype, PixelType::Gray, m_scanparam->automaticcolortype, 1);
 	};
-	//add------------------jpeg�����ȼ�---------------------
+	//add------------------jpegȼ---------------------
 	m_query[CapType::IJpegQuality] = msgSupportGetAllSetReset;
 	m_caps[CapType::IJpegQuality] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapType::IJpegQuality), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1254,7 +1254,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 	};
 
 #ifndef G200
-	scanner->Get_Scanner_PaperOn(); //���G300 G400 USBͨ�ŵ�һ���޷�read_bulk �𵽼���USB������
+	scanner->Get_Scanner_PaperOn(); //G300 G400 USBͨŵһ޷read_bulk 𵽼USB
 #endif // !G200
 
 
@@ -1332,7 +1332,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 			bool mech = data.currentItem(); 
 			m_scanparam->is_duplex = mech;
 			if (!mech){
-				m_scanparam->is_backrotate180 = 0;//���汳����ת180�㲻����
+				m_scanparam->is_backrotate180 = 0;//汳ת180㲻
 				m_scanparam->is_switchfrontback = 0;
 				m_scanparam->is_autodiscradblank_normal = m_scanparam->is_autodiscradblank_vince = m_scanparam->en_fold = 0;
 			}
@@ -1481,7 +1481,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 	//		m_scanparam->en_fold = (BYTE)autocrop;
 	//		if ((UInt16)autocrop != 0){
 	//			m_scanparam->is_duplex = 1;
-	//			m_scanparam->autodescrew = 1;//�ϲ�����ʱ Ĭ���Զ���ƫ
+	//			m_scanparam->autodescrew = 1;//ϲʱ ĬԶƫ
 	//			m_scanparam->is_autodiscradblank_normal = m_scanparam->is_autodiscradblank_vince = 0;
 	//		}
 	//		return success();
@@ -1497,7 +1497,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 			m_scanparam->en_fold = (Int32)autocrop;
 			if ((UInt16)autocrop != 0) {
 				m_scanparam->is_duplex = 1;
-				m_scanparam->autodescrew = 1;//�ϲ�����ʱ Ĭ���Զ���ƫ
+				m_scanparam->autodescrew = 1;//ϲʱ ĬԶƫ
 				m_scanparam->is_autodiscradblank_normal = m_scanparam->is_autodiscradblank_vince = 0;
 			}
 			return success();
@@ -1537,7 +1537,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 	};
 
 	/*costom caps*/
-	//�����հ�ҳ��Ʊ
+	//հҳƱ
 	m_query[(CapType)(CapTypeEx::TwEx_IAutoDiscardBlankVince)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_IAutoDiscardBlankVince)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_IAutoDiscardBlankVince), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1571,7 +1571,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		//return CapSupGetAllResetEx(msg, data, { FALSE,TRUE }, m_scanparam->is_backrotate180, Bool(false), m_scanparam->is_backrotate180 ? 1 : 0, 0);
 	};
 
-	//��ڿ�
+	//ڿ
 	m_query[(CapType)(CapTypeEx::TwEx_IFillBackground)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_IFillBackground)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_IFillBackground), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1584,7 +1584,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		//return CapSupGetAllResetEx(msg, data, { FALSE,TRUE }, m_scanparam->fillbackground, Bool(true), m_scanparam->fillbackground ? 1 : 0, 1);
 	};
 
-	//�ü���ƫ������������
+	//üƫ
 	m_query[(CapType)(CapTypeEx::TwEx_CroporDesaskewIndent)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_CroporDesaskewIndent)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_CroporDesaskewIndent), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1598,7 +1598,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		return CapSupGetAllResetEx(msg, data, m_scanparam->indent, 5);
 	};
 
-	//�Զ��ü���������
+	//Զü
 	m_query[(CapType)(CapTypeEx::TwEx_CropNoise)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_CropNoise)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_CropNoise), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1611,7 +1611,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 		return CapSupGetAllResetEx(msg, data, m_scanparam->noise, 8);
 	};
-	//�Զ����к;�ƫ�Ķ�ֵ����ֵ
+	//Զк;ƫĶֵֵ
 	m_query[(CapType)(CapTypeEx::TwEx_CroporDesaskewThreshold)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_CroporDesaskewThreshold)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_CroporDesaskewThreshold), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1624,7 +1624,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 		return CapSupGetAllResetEx(msg, data, m_scanparam->AutoCrop_threshold, 40);
 	};
-	//�ڿ���䷽ʽ 
+	//ڿ䷽ʽ 
 	m_query[(CapType)(CapTypeEx::TwEx_FillBackgroundMode)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_FillBackgroundMode)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_FillBackgroundMode), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1635,7 +1635,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 		return CapSupGetAllResetEx(msg, data, m_scanparam->is_convex, Bool(true));
 	};
-	//���
+	//
 	m_query[(CapType)(CapTypeEx::TwEx_IFillHole)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_IFillHole)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_IFillHole), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1661,7 +1661,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 		return CapSupGetAllResetEx(msg, data, m_scanparam->fillhole.fillholeratio, 10);
 	};
-	//����Ż�
+	//Ż
 	m_query[(CapType)(CapTypeEx::TwEx_IDetachNoise)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_IDetachNoise)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_IDetachNoise), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1689,7 +1689,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 		return CapSupGetAllResetEx(msg, data, m_scanparam->detachnoise.detachnoise, 10);
 	};
-	//��������
+	//
 	m_query[(CapType)(CapTypeEx::TwEx_IMultiOutputRed)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_IMultiOutputRed)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_IMultiOutputRed), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1699,13 +1699,13 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 				m_scanparam->multi_output_red = mech;
 			else
 				return badValue();
-				//m_scanparam->multi_output_red = 0;//�Dz�ɫ ����ʹ�ö�������
+				//m_scanparam->multi_output_red = 0;//Dzɫ ʹö
 			return success();
 		}
 		return CapSupGetAllResetEx(msg, data, m_scanparam->multi_output_red, false);
 		//return CapSupGetAllResetEx(msg, data, { FALSE,TRUE }, m_scanparam->multi_output_red, FALSE, m_scanparam->multi_output_red ? 1 : 0, 0);
 	};
-	//���⿨����
+	//⿨
 	m_query[(CapType)(CapTypeEx::TwEx_HsvCorrect)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_HsvCorrect)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_HsvCorrect), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1739,7 +1739,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		return CapSupGetAllReset(msg, data, { Filter::Red,Filter::Green,Filter::Blue,Filter::None }, m_scanparam->filter, Filter::None, m_scanparam->filter, 3);
 	};
 
-	//��ɫ��ǿ
+	//ɫǿ
 	m_query[(CapType)(CapTypeEx::TwEx_IEnhanceColor)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_IEnhanceColor)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_IEnhanceColor), msg == Msg::Set ? to_string((int)data.currentItem()) : "");
@@ -1780,7 +1780,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		//return CapSupGetAllResetEx(msg, data, { SharpenBlur::Sharpen_None,SharpenBlur::Sharpen_Normal,SharpenBlur::Sharpen_More,SharpenBlur::Sharpen_Blur,SharpenBlur::Sharpen_Blur_More }, m_scanparam->sharpen, SharpenBlur::Sharpen_None, m_scanparam->sharpen, 0);
 	};
 
-	/*���� �Աȶ� gamma range���� Range ����*/
+	/* Աȶ gamma range Range */
 	m_query[CapType::IBrightness] = msgSupportGetAllSetReset;
 	m_caps[CapType::IBrightness] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapType::IBrightness), msg == Msg::Set ? to_string((float)data.currentItem()) : "");
@@ -1862,7 +1862,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 	};
 
-	/*����ΪӲ��Э��*/
+	/*ΪӲЭ*/
 	m_query[(CapType)(CapTypeEx::TwEx_ScrewDetectEnable)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_ScrewDetectEnable)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_ScrewDetectEnable), msg == Msg::Set ? to_string((float)data.currentItem()) : "");
@@ -1890,7 +1890,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		return CapSupGetAllResetEx(msg, data, m_scanparam->hardwarecaps.skrewdetectlevel, (UInt32)3);
 		//return oneValGetSet(msg,data,m_scanparam->hardwarecaps.skrewdetectlevel,3);
 	};
-	//װ�����
+	//װ
 	m_query[(CapType)(CapTypeEx::TwEx_StableDetectEnable)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_StableDetectEnable)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_StableDetectEnable), msg == Msg::Set ? to_string((float)data.currentItem()) : "");
@@ -1903,7 +1903,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		return CapSupGetAllResetEx(msg, data, m_scanparam->hardwarecaps.en_stapledetect, false);
 		//return CapSupGetAllResetEx(msg, data, { FALSE,TRUE }, m_scanparam->hardwarecaps.en_stapledetect, FALSE, m_scanparam->hardwarecaps.en_stapledetect==0 ? 0 : 1, 0);
 	};
-	//�۽Ǽ��
+	//۽Ǽ
 	m_query[(CapType)(CapTypeEx::TwEx_DogEarDelection)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_DogEarDelection)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_DogEarDelection), msg == Msg::Set ? to_string((float)data.currentItem()) : "");
@@ -1914,7 +1914,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		}
 		return CapSupGetAllResetEx(msg, data, m_scanparam->is_dogeardetection, FALSE);
 	};
-	//�۽Ǽ�����۶��㵽ʵ����������С����
+	//۽Ǽ۶㵽ʵС
 	m_query[(CapType)(CapTypeEx::TwEx_DogEarDistance)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_DogEarDistance)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_DogEarDistance), msg == Msg::Set ? to_string((float)data.currentItem()) : "");
@@ -1929,7 +1929,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 		return CapSupGetAllResetEx(msg, data, m_scanparam->dogeardistance, 50);
 	};
 
-	//˫�ż�� ��ٷ���׼������������ ��Э���޸�Ϊbool��  ����Уʹ��bool���ͣ�����ʹ�ñ�׼twainЭ��
+	//˫ż ٷ׼ Э޸Ϊbool  Уʹboolͣʹñ׼twainЭ
 	m_query[CapType::DoubleFeedDetection] = msgSupportGetAllSetReset;
 	m_caps[CapType::DoubleFeedDetection] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapType::DoubleFeedDetection), msg == Msg::Set ? to_string((float)data.currentItem()) : "");
@@ -1963,7 +1963,7 @@ Result HuagaoDs::identityOpenDs(const Identity&) {
 	};
 
 #ifdef G200
-	//�͹���ģʽ
+	//͹ģʽ
 	m_query[(CapType)(CapTypeEx::TwEx_LowPowerMode)] = msgSupportGetAllSetReset;
 	m_caps[(CapType)(CapTypeEx::TwEx_LowPowerMode)] = [this](Msg msg, Capability& data)->Result {
 		CapabilityPrintf(msg, enum2str(CapTypeEx::TwEx_LowPowerMode), msg == Msg::Set ? to_string((float)data.currentItem()) : "");
@@ -2071,11 +2071,11 @@ Result HuagaoDs::pendingXfersEnd(const Identity&, PendingXfers& data) {
 		if (ret != -1) {
 			int index = scanner->geterrorindex();
 			if (ret == 82)
-				showmsg("��ʾ", "�ڵ�" + to_string(index) + "ҳ��⵽�۽ǣ�ֹͣɨ�裡", ret);
+				showmsg("ʾ", "ڵ" + to_string(index) + "ҳ⵽۽ǣֹͣɨ裡", ret);
 			else if(ret==75)
-				showmsg("��ʾ", "�ڵ�" + to_string(index) + "ҳ��⵽�ߴ粻����ֹͣɨ�裡", ret);
+				showmsg("ʾ", "ڵ" + to_string(index) + "ҳ⵽ߴ粻ֹͣɨ裡", ret);
 			else
-				showmsg("��ʾ", msgs[(UsbSupported)ret], ret);
+				showmsg("ʾ", msgs[(UsbSupported)ret], ret);
 			FileTools::writelog(log_ERROR, msgs[(UsbSupported)ret]);
 #ifndef G200
 			scanner->clear_hwerror();
@@ -2088,7 +2088,7 @@ Result HuagaoDs::pendingXfersEnd(const Identity&, PendingXfers& data) {
 				int num = scanner->get_scannum() * (m_scanparam->is_duplex ? 2 : 1) * (m_scanparam->multi_output_red ? 2 : 1) / (m_scanparam->en_fold ? 2 : 1);
 				if ((num - scanner->get_imgTransfered()) != 0)
 				{
-					showmsg("��ʾ", msgs[LOSE_IMAGE]);
+					showmsg("ʾ", msgs[LOSE_IMAGE]);
 					FileTools::writelog(log_ERROR, msgs[LOSE_IMAGE]);
 				}
 
@@ -2152,7 +2152,7 @@ Result HuagaoDs::userInterfaceEnable(const Identity&, UserInterface& ui) {
 #ifndef G200
 		while (!scanner->Get_Scanner_PaperOn())
 		{
-			if (MessageBox(NULL, L"��⵽��ֽ��������ֽ��", L"��ʾ", MB_YESNO | MB_SYSTEMMODAL) == IDNO)
+			if (MessageBox(NULL, L"⵽ֽֽ", L"ʾ", MB_YESNO | MB_SYSTEMMODAL) == IDNO)
 				return seqError();
 		}
 #endif // !G200
@@ -2161,10 +2161,10 @@ Result HuagaoDs::userInterfaceEnable(const Identity&, UserInterface& ui) {
 			scanner->open(vid, pid);
 		if (!scanner->IsConnected())
 		{
-			MessageBox(NULL, L"USB�����쳣,������USB�����´�ɨ������", L"��ʾ", MB_OK | MB_SYSTEMMODAL);
+			MessageBox(NULL, L"USB쳣,USB´ɨ", L"ʾ", MB_OK | MB_SYSTEMMODAL);
 			return seqError();
 		}
-		this_thread::sleep_for(chrono::milliseconds(100)); //ɨ��ǰ�����ӳ� ��ֹusb�����е���Ϣδ��ȡ��� ��ɨ�����
+		this_thread::sleep_for(chrono::milliseconds(100)); //ɨǰӳ ֹusbеϢδȡ ɨ
 		auto ret = startScan();
 		//if (ret.status().condition() == Twpp::CC::NoMedia)
 		//	return ret;
@@ -2337,8 +2337,8 @@ Result HuagaoDs::imageNativeXferGet(const Identity& id, ImageNativeXfer& data) {
 	std::copy(bmpBegin(), bmpEnd(), data.data().data());
 	bmpData.reset(new std::vector);
 
-	//FileTools::write_log("�����ϴ�ͼƬ ===> Twain transfered num of " + to_string(++xtfer) + " images");
-	FileTools::writelog(log_INFO, "�����ϴ�ͼƬ ===> Twain transfered num of " + to_string(++xtfer) + " images");
+	//FileTools::write_log("ϴͼƬ ===> Twain transfered num of " + to_string(++xtfer) + " images");
+	FileTools::writelog(log_INFO, "ϴͼƬ ===> Twain transfered num of " + to_string(++xtfer) + " images");
 	return { ReturnCode::XferDone, ConditionCode::Success };
 }
 
@@ -2474,11 +2474,11 @@ Twpp::Result HuagaoDs::showTwainUI(Twpp::UserInterface& ui, bool bUiOnly)
 		while (!scanner->Get_Scanner_PaperOn())
 		{
 			if (scanner->get_ErrorCode() == SLEEPING) {
-				showmsg("��ʾ", msgs[(UsbSupported)81]);
+				showmsg("ʾ", msgs[(UsbSupported)81]);
 				scanner->Set_ErrorCode(0);
 				return seqError();
 			}
-			if (MessageBox(NULL, L"��⵽��ֽ��������ֽ��", L"��ʾ", MB_YESNO | MB_SYSTEMMODAL) == IDNO) {
+			if (MessageBox(NULL, L"⵽ֽֽ", L"ʾ", MB_YESNO | MB_SYSTEMMODAL) == IDNO) {
 				m_pendingXfers = 0;
 				return seqError();
 			}
@@ -2489,7 +2489,7 @@ Twpp::Result HuagaoDs::showTwainUI(Twpp::UserInterface& ui, bool bUiOnly)
 		saveGscanCapSetting();
 		if (!scanner->IsConnected())
 		{
-			MessageBox(NULL, L"USB�����쳣,������USB�����´�ɨ������", L"��ʾ", MB_OK | MB_SYSTEMMODAL);
+			MessageBox(NULL, L"USB쳣,USB´ɨ", L"ʾ", MB_OK | MB_SYSTEMMODAL);
 			return seqError();
 		}
 
@@ -2523,7 +2523,7 @@ Twpp::Result HuagaoDs::showTwainUI(Twpp::UserInterface& ui, bool bUiOnly)
 	TwGlue glueUiOnly = { confirmFunction, cancelFunction };
 	std::string serialnum = scanner->GetSerialNum();
 	std::string hardwareversion = scanner->GetFWVersion();
-	guiTwain.reset(new CTwainUI(bUiOnly ? glueUiOnly : glue, *m_scanparam, bUiOnly ? "ȷ��" : "ɨ��", hardwareversion, serialnum));
+	guiTwain.reset(new CTwainUI(bUiOnly ? glueUiOnly : glue, *m_scanparam, bUiOnly ? "ȷ" : "ɨ", hardwareversion, serialnum));
 	guiTwain->Create(IDD_TWAINUI, parent);
 	CRect newRect;
 	::GetWindowRect(static_cast(ui.parent().raw()), &newRect);
@@ -2645,7 +2645,7 @@ Twpp::Result HuagaoDs::startScan()
 	{
 		Twain_config config;
 		if (config.getrollermsgdate() < chrono::duration_cast>>(chrono::system_clock::now().time_since_epoch()).count()){
-			hgmsg(_T("ֽ�ִ�ֽ�����ѳ������ʹ�÷�Χ��ɨ������д�ֽʧ�ܡ���б������ŵ��쳣Ƶ�ο��ܻ��������࣬��ע�⼰ʱ��ࡢ����ϵ�豸��Ӧ�̹����滻ֽ�֣�"));
+			hgmsg(_T("ִֽֽѳʹ÷Χɨдֽʧܡбŵ쳣Ƶοܻ࣬ע⼰ʱࡢϵ豸Ӧ̹滻ֽ֣"));
 			config.setrollermsgdata(chrono::duration_cast>>(chrono::system_clock::now().time_since_epoch()).count());
 		}
 	}
@@ -2658,7 +2658,7 @@ Twpp::Result HuagaoDs::startScan()
 		auto stopFunc = [this]() {
 			if (scanner.get())
 				scanner->Stop_scan();
-			//guiIndicator.reset();//ȡ��ɨ�� �رս���ָʾ��
+			//guiIndicator.reset();//ȡɨ رսָʾ
 			if (guiTwain.get()) {
 				((CTwainUI*)(guiTwain.get()))->EnableID_OKorID_Cancel(true);
 			}
@@ -2695,11 +2695,11 @@ Twpp::Result HuagaoDs::startScan()
 			//ShellExecute(guiTwain ? guiTwain->m_hWnd : NULL, TEXT("open"), GetHidedlgPath(), str, NULL, SW_HIDE);
 			int index = scanner->geterrorindex();
 			if (retCode == 82)
-				showmsg("��ʾ", "�ڵ�" + to_string(index) + "ҳ��⵽�۽ǣ�ֹͣɨ�裡", retCode);
+				showmsg("ʾ", "ڵ" + to_string(index) + "ҳ⵽۽ǣֹͣɨ裡", retCode);
 			else if (retCode == 75)
-				showmsg("��ʾ", "�ڵ�" + to_string(index) + "ҳ��⵽�ߴ粻����ֹͣɨ�裡", retCode);
+				showmsg("ʾ", "ڵ" + to_string(index) + "ҳ⵽ߴ粻ֹͣɨ裡", retCode);
 			else
-				showmsg("��ʾ", msgs[(UsbSupported)retCode], retCode);
+				showmsg("ʾ", msgs[(UsbSupported)retCode], retCode);
 			FileTools::writelog(log_ERROR, msgs[(UsbSupported)retCode]);
 #ifndef G200
 			scanner->clear_hwerror();
@@ -2710,7 +2710,7 @@ Twpp::Result HuagaoDs::startScan()
 			((CTwainUI*)(guiTwain.get()))->EnableID_OKorID_Cancel(true);
 		}
 		if (retCode == 2)
-			return { ReturnCode::Failure, ConditionCode::NoMedia };//��ֽ
+			return { ReturnCode::Failure, ConditionCode::NoMedia };//ֽ
 
 		return seqError();
 	}
diff --git a/huagao/huagaotwds.rc b/huagao/huagaotwds.rc
index f98e80197b89d8f2a3658f9796ab45ac877e3375..bd52a839b05c1d2b84fc1da4344391bf82f7ff9a 100644
GIT binary patch
delta 58
zcmV-A0LA~T{sOH20iub^rhX

diff --git a/huagao/stdafx.h b/huagao/stdafx.h
index 3394b55d232ed4de73cc47e0080e827705885ea6..4a5b8ba013c52029a95e29969528ba4d85e6f537 100644
GIT binary patch
delta 60
zcmaFT$M~d=al;k?W>W^G$p
        OX=&A#2qG#fT53^fiOEUS&qa@vt@+Vq>j1DtuAc*(
z_45=}KTp;5lj*SP=V`2;pS8m3d`|fU4gd2rd*(Bn3$qnU1WEu=MD8-Tna^(zh?vhq
zde7%qL#r>eJyfWfGaSKs!yVu3J)^N)6pw-X+IcFY=P3p130~gSHa{jfM4JB_1DV&T
zA0yfi567wzw1U!~agKaGh509
z#LV++Aq5w@0C+Uv4%)(X^n2*-tT6ya%INrZV{L@x#`EpbK&0G)?U?Ib7t=O7CfLvw
zJTZtRv`)nK4RmGwUOqJVHDdH>sC2Klzi~Q;2E$Zmg|_l~a44Nes{YC*oTmCKo1p40
zo0k?jMP-^z7@_jbCJdK+Yk%uxCH1HFgD0bIygg{}iz%ma5<lq*02df
zC=Q#@4Eto{^jTZ2G+AlGC$mMfn#t2iY|%;W2bqCr(a1v6qOl^SS~KfHLQ8|A3iQ;X
zr$$o`Qsom*3_c@|WvzO^vt_I%9aay9=z4Hs`{7|yXIY{rIEpxlgm?$xBoe;3YND#<
z>FhM(FwjQCWW*gh#{LhEXr#E0rQ9P|6V{l)?QfifSO+?h67=0kq%nWR+Y|Z3?3bru
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